From 0a9239b2488b97ad7cc6e7936d3497dd4abed9b0 Mon Sep 17 00:00:00 2001 From: shelbykniss <156869754+shelbykniss@users.noreply.github.com> Date: Tue, 26 Nov 2024 14:47:13 -0700 Subject: [PATCH] Add files via upload --- Arctic Analysis.ipynb | 296 +++++++ Data_Processing.ipynb | 1471 +++++++++++++++++++++++++++++++++++ Route_Analysis.ipynb | 1410 +++++++++++++++++++++++++++++++++ Trend Analysis.ipynb | 755 ++++++++++++++++++ Trouble_Spot_Analysis.ipynb | 1308 +++++++++++++++++++++++++++++++ 5 files changed, 5240 insertions(+) create mode 100644 Arctic Analysis.ipynb create mode 100644 Data_Processing.ipynb create mode 100644 Route_Analysis.ipynb create mode 100644 Trend Analysis.ipynb create mode 100644 Trouble_Spot_Analysis.ipynb diff --git a/Arctic Analysis.ipynb b/Arctic Analysis.ipynb new file mode 100644 index 0000000..ebd7a84 --- /dev/null +++ b/Arctic Analysis.ipynb @@ -0,0 +1,296 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Fetterer, F., Knowles, K., Meier, W. N., Savoie, M. & Windnagel, A. K. (2017). Sea Ice Index. (G02135, Version 3). [Data Set]. Boulder, Colorado USA. National Snow and Ice Data Center. https://doi.org/10.7265/N5K072F8. September Ice Extent. Date Accessed 11-19-2024." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n", + "Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n" + ] + }, + { + "data": { + "text/html": [ + "
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yearmodata-typeregionextentarea
019799GoddardN7.054.58
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" + ], + "text/plain": [ + " year mo data-type region extent area\n", + "0 1979 9 Goddard N 7.05 4.58" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "#Ice data from the NSIDC Sea Ice Index\n", + "ice_data = pd.read_csv('N_09_extent_v3.0.csv')\n", + "ice_data.head(1) #area in M/km^2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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yearmodata-typeregionextentareaarctic
019799GoddardN7.054.580.325747
119809GoddardN7.674.870.346373
219819GoddardN7.144.440.315789
319829GoddardN7.304.430.315078
419839GoddardN7.394.700.334282
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" + ], + "text/plain": [ + " year mo data-type region extent area arctic\n", + "0 1979 9 Goddard N 7.05 4.58 0.325747\n", + "1 1980 9 Goddard N 7.67 4.87 0.346373\n", + "2 1981 9 Goddard N 7.14 4.44 0.315789\n", + "3 1982 9 Goddard N 7.30 4.43 0.315078\n", + "4 1983 9 Goddard N 7.39 4.70 0.334282" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "arctic_area = 14.06 #million km^2. From Encyclopedia Britanicca\n", + "ice_data['arctic'] = ice_data['area']/arctic_area #percent of the Arctic Ocean that is cvered in sea ice\n", + "ice_data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Compute linear and second order polynomial trends\n", + "\n", + "trend1 = np.polyfit(ice_data['year'], ice_data['arctic'], 1)\n", + "trend2 = np.polyfit(ice_data['year'], ice_data['arctic'], 2)\n", + "trendline1 = np.poly1d(trend1)\n", + "trendline2 = np.poly1d(trend2)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(15,5))\n", + "\n", + "ax.plot(ice_data['year'], ice_data['arctic'], '-', color='gray')\n", + "ax.plot(ice_data['year'], trendline1(ice_data['year']), '--', color='blue', label='1st-order best fit line')\n", + "ax.plot(ice_data['year'], trendline2(ice_data['year']), '*', color='green', label='2nd-order best fit line')\n", + "ax.set_title('Arctic Percent September Sea Ice Coverage vs. Time')\n", + "ax.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Export values to csv for easier analysis later" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "perc_values = ice_data.drop(['data-type','region','extent','area'], axis=1)\n", + "perc_values = perc_values.set_index('year')\n", + "\n", + "perc_values.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "perc_values.to_csv('perc_coverage_data.csv')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Capstone", + "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": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Data_Processing.ipynb b/Data_Processing.ipynb new file mode 100644 index 0000000..90562cb --- /dev/null +++ b/Data_Processing.ipynb @@ -0,0 +1,1471 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n", + "Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n" + ] + } + ], + "source": [ + "import xarray as xr\n", + "import geopandas as gpd\n", + "import regionmask\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import cartopy.crs as ccrs # for projection" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Code Citation: Huang, B., C. Liu, V. Banzon, E. Freeman, G. Graham, B. Hankins, T. Smith, and H.-M. Zhang, 2020: Improvements of the Daily Optimum Interpolation Sea Surface Temperature (DOISST) Version 2.1, Journal of Climate, 34, 2923-2939. doi: 10.1175/JCLI-D-20-0166.1" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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<xarray.Dataset>\n",
+       "Dimensions:  (time: 517, lat: 720, lon: 1440)\n",
+       "Coordinates:\n",
+       "  * time     (time) datetime64[ns] 1981-09-01 1981-10-01 ... 2024-09-01\n",
+       "  * lat      (lat) float32 -89.88 -89.62 -89.38 -89.12 ... 89.38 89.62 89.88\n",
+       "  * lon      (lon) float32 0.125 0.375 0.625 0.875 ... 359.1 359.4 359.6 359.9\n",
+       "Data variables:\n",
+       "    icec     (time, lat, lon) float32 dask.array<chunksize=(120, 720, 1440), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    Conventions:                     CF-1.5\n",
+       "    title:                           NOAA/NCEI 1/4 Degree Daily Optimum Inter...\n",
+       "    institution:                     NOAA/National Centers for Environmental ...\n",
+       "    source:                          NOAA/NCEI https://www.ncei.noaa.gov/data...\n",
+       "    References:                      https://www.psl.noaa.gov/data/gridded/da...\n",
+       "    dataset_title:                   NOAA Daily Optimum Interpolation Sea Sur...\n",
+       "    version:                         Version 2.1\n",
+       "    comment:                         Reynolds, et al.(2007) Daily High-Resolu...\n",
+       "    _NCProperties:                   version=2,netcdf=4.7.0,hdf5=1.10.5,\n",
+       "    DODS_EXTRA.Unlimited_Dimension:  time
" + ], + "text/plain": [ + "\n", + "Dimensions: (time: 517, lat: 720, lon: 1440)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 1981-09-01 1981-10-01 ... 2024-09-01\n", + " * lat (lat) float32 -89.88 -89.62 -89.38 -89.12 ... 89.38 89.62 89.88\n", + " * lon (lon) float32 0.125 0.375 0.625 0.875 ... 359.1 359.4 359.6 359.9\n", + "Data variables:\n", + " icec (time, lat, lon) float32 dask.array\n", + "Attributes:\n", + " Conventions: CF-1.5\n", + " title: NOAA/NCEI 1/4 Degree Daily Optimum Inter...\n", + " institution: NOAA/National Centers for Environmental ...\n", + " source: NOAA/NCEI https://www.ncei.noaa.gov/data...\n", + " References: https://www.psl.noaa.gov/data/gridded/da...\n", + " dataset_title: NOAA Daily Optimum Interpolation Sea Sur...\n", + " version: Version 2.1\n", + " comment: Reynolds, et al.(2007) Daily High-Resolu...\n", + " _NCProperties: version=2,netcdf=4.7.0,hdf5=1.10.5,\n", + " DODS_EXTRA.Unlimited_Dimension: time" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ds = xr.open_dataset('http://psl.noaa.gov/thredds/dodsC/Datasets/noaa.oisst.v2.highres/icec.mon.mean.nc', \n", + " chunks={'time':'500MB'})\n", + "\n", + "ds" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "ds = ds.sel(lat=slice(66,90),lon=slice(0,360))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "ds.to_netcdf('icec_data.nc', format='NETCDF3_64BIT')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "ds = xr.open_dataset('icec_data.nc', decode_times=True)\n", + "icec = ds['icec']" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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NameShape_Lenggeometrynumbers
0Northwest Passage7689.630315LINESTRING (-168.83320 59.34944, -167.33377 62...1
1Northern Sea Route7576.681873MULTILINESTRING ((180.00000 70.32357, 179.0842...2
2Transpolar7137.175384LINESTRING (-169.78554 60.27749, -168.41041 62...3
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" + ], + "text/plain": [ + " Name Shape_Leng \\\n", + "0 Northwest Passage 7689.630315 \n", + "1 Northern Sea Route 7576.681873 \n", + "2 Transpolar 7137.175384 \n", + "\n", + " geometry numbers \n", + "0 LINESTRING (-168.83320 59.34944, -167.33377 62... 1 \n", + "1 MULTILINESTRING ((180.00000 70.32357, 179.0842... 2 \n", + "2 LINESTRING (-169.78554 60.27749, -168.41041 62... 3 " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sea_routes = gpd.read_file('Sea Routes.geojson')\n", + "sea_routes = sea_routes.drop(columns=['Id','OBJECTID'])\n", + "sea_routes['numbers'] = [1,2,3]\n", + "sea_routes" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Name: unknown\n", + "Axis Info [cartesian]:\n", + "- E[east]: Easting (metre)\n", + "- N[north]: Northing (metre)\n", + "Area of Use:\n", + "- undefined\n", + "Coordinate Operation:\n", + "- name: unknown\n", + "- method: Modified Azimuthal Equidistant\n", + "Datum: World Geodetic System 1984\n", + "- Ellipsoid: WGS 84\n", + "- Prime Meridian: Greenwich" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Reproject data onto North Pole Azimuthal Equidistant CRS for accurate plotting: https://gis.stackexchange.com/questions/387091/how-to-plot-coordinate-system-from-epsg-4326-on-north-pole-centered-map-in-pytho\n", + "sea_routes_reproj = sea_routes.to_crs('+proj=aeqd +lat_0=90')\n", + "sea_routes_reproj.crs" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Time averaged map just to see the data and make sure I have what I expect\n", + "proj = ccrs.NorthPolarStereo()\n", + "trans = ccrs.PlateCarree()\n", + "\n", + "fig, ax = plt.subplots(subplot_kw=dict(projection=proj))\n", + "\n", + "# Gridlines\n", + "gl = ax.gridlines(draw_labels=True)\n", + "gl.top_labels = False\n", + "gl.right_labels = False\n", + "\n", + "ax.coastlines()\n", + "\n", + "time_avg_icec = ds['icec'].mean(dim='time')\n", + "time_avg_icec.plot(subplot_kws=dict(projection=proj),transform=trans,cmap='Blues_r')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "lost_data = icec.sel(lat=slice(66,78),lon=slice(0,35))\n", + "\n", + "icec_interp = lost_data.interpolate_na(dim='lat', method='nearest')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Time averaged map just to see the data and make sure I have what I expect\n", + "proj = ccrs.NorthPolarStereo()\n", + "trans = ccrs.PlateCarree()\n", + "\n", + "fig, ax = plt.subplots(subplot_kw=dict(projection=proj))\n", + "\n", + "# Gridlines\n", + "gl = ax.gridlines(draw_labels=True)\n", + "gl.top_labels = False\n", + "gl.right_labels = False\n", + "\n", + "ax.coastlines()\n", + "\n", + "time_avg_icec = icec_interp.mean(dim='time')\n", + "time_avg_icec.plot(subplot_kws=dict(projection=proj),transform=trans,cmap='Blues_r')\n", + "sea_routes_reproj.plot(ax=ax,color='red')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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EZEZ+fr5YtWqVbKaqDFQlIeXl5Ykvv/xS+Pn5CY1GI5544glx6NAhIYQQjz76qHB0dBSzZs0SW7duFXq9XhgMBnHs2DGxatUq0aFDB+Hi4iIaNmwoRowYIbZt2yZ+//138eOPP4pJkyaJhx56SDRu3Fhs2rRJ+Pn5iSFDhlxVllOnTomnn35aKBQK0apVq7tu4hJCiM8++0z+HrZv316cO3dObNiwQYwaNUp89913olWrVrI1QKVSVRshJSSli7Rc3S1tCUk2QqoQ1yKks2fP2sjoBjFmzBgBiLCwMKunuy5duoi4uDgBiMDAwArNL4WFhfI5nTp1Ej/88IP8fvz48dccf8WKFQIQCxcuFEVFReLee+8V7du3F0uWLBHLly8Xv/76q5gxY4b4448/RHZ2tvjggw9keTUajXB3dxcxMTEl8lkSUg0+qVcVIa1evVqe3B5++GGRkJBgdTw3N1e0atVK/gzc3Nzkp3NAhIeHi6+//trqs5YkSTz77LNiypQp4oMPPhDLli0Tc+fOFS+99JI4depUuZ/95s2bxYQJE4Szs7MIDAwUn376qcjPz6/Ua71T0L17d+Hq6ioAsW/fvjLHR40aJRo3bizi4uLEpk2bbIR0B+CWvezOnTtHTEwMHTt2xNPT81a7u2swbtw4li9fTkJCgtX+IUOGyN5vPXr0qNDF2DIlyqpVq3Bzc0Ov11NcXCwHVV4NDz30ENOmTePff/8lJyeHYcOGYWdnR1hYGH5+fmRnZ/Ptt98yY8YMfH19ef311xk2bBhpaWn07duXWbNmWSfhtPRTlSTIzoaMDPD0hDs8RdSCBQuYMmUK7dq1Y/ny5XTo0KHM5+Lk5ERUVBT5+fkcOHCA3bt3o1ariYiIoFGjRtSuXZtFixYB0KRJE1555RV69+5NcHAwhYWFXLlyhZ07dxIcHEzPnj2Jj4+XAzx9fX2xt7dn3Lhx/PrrrwQGBvL0008zb948nJ2da+KW3BbYtm2b/Lq8hLCenp6cOnWKBg0aEBQUVI2S3bqX3d0aGisJcW2P9+zsbNzc3MjKyrIqaWx27e7QoQPe3t5VKuh/Ebm5uSxatIhp06bJ+7Zu3YqnpyfNmjXjt99+Y/DgwRWeb54Ur+MjlFFcXExSUhKJiYmkpaVx8eJF1q9fT1RUFOvWraNp06Zy25ycHNatW8fjjz8OcHV5iorA3t74OiMDVq6E4cPh3nvBlHOvOpCfn8+GDRvo27fvLWcgOH/+PLVr1wagYcOGREdH4+DgcNP96fV64uPjadSo0TXT9Oj1etLS0khOTubkyZPodDr27t1LmzZtGDp0aI3Ej91uWLRoEcnJyTz44IO0bdu2zD3Zv38/7dq1Y+vWrbRs2bLcOawyYZ4nz1xMw+UWx8jJzqZOoFeVyns74qY1pMTERA4fPkz79u1tZHSTSE5OtiIjMCZKXbFiBWBdorw87N69W85McDUYDAZSU1O5cOECly5dwtnZmaCgIFq3bk1aWpoceHvixAmaNm3KwYMH+emnn/joo4/o0KEDY8eOZfHixfTq1ev6LkySICvL+NrN7frOuc0QExNjlVE7Pj7+lgNilUolTZo0ue62tWrV4o033uCbb75hzJgxPP744+Tm5rJp0yaCgoIIDg6+qzWka6VQql+/PmAsPGjDnYGbIqSLFy9y6NAh2rVrR61atSpbprsGO3bssHrftm1bVCoVM2bMoF+/ftdM7VM6Kt0SQgiysrK4cOECFy9eRJIkgoKC6Natm9UTl2Utqt69ewPw5JNPymXUIyMjiYyMBGDLli3079+//Ce28kx2AHfQ093x48fZvXs3ixcvZv/+/bRo0YL58+fTrVu3askykp2dTU5ODidOnODvv/9m+/btHDx4kO+++042wxoMBlJSUrhw4QJbtmzB1dWV4OBgAgMDrzuz9aFDhzh37hzt2rW75USttzPMRFTdSWNtuexuHjf8SSUlJREdHU3btm3/E4W8ahIPPfQQGzduZP/+/Zw6dYru3buj0+k4evQobdq04fvvvyc5OZlRo0bJJSeuBa1Wy/nz5zl//jz5+fkEBATQunVrvL29y51UCwoK5NfmHGmXL18ut2+zue7s2bOyKatC3EEaUmJiIvPnz+eTTz4BoFmzZowcOZJZs2ZV24Q9YcIEeXyA0NBQOnbsyMyZM7nvvvvk/QqFAn9/f/z9/dFqtSQlJXHhwgViY2Px9fWldu3a+Pr6VkigQggefPBBLly4AEDXrl1p1qwZc+fO/c+Vg1mzZg0ajYb+/ftflyWh0mBjpJvGDRHSpUuXOHHiBG3atCmTwNCGG4enpydLly7l7NmzfPrpp7z22muoVCoGDx7MDz/8wI8//ogQguzsbObOnXvVvnJycjhz5gwXLlzA3d2dBg0a4Ofnd82nQ51Ox/3330+fPn3kfSdPnqRPnz60b9+exYsXs3fvXjp06CAfb9SoEXv37rWuUnubaUhmM+XVNPjU1FS+/PJL5s2bhyRJPPXUU3z00UfVboJOSkrijz/+AOCPP/7Azc2NPn36WJGKEIL09HRycnLw8vLCxcUFjUZDaGgooaGh5OXlceHCBQ4dOoRKpaJOnTqEhISU+fwNBgNZWVk0adIEjUZDSkoKn332GXZ2dgQFBREbG4tSqeSjjz6ySj91J8Lb2xutVktRUZFtze1OwfW44pndGX/77TeRlJRUZS5/NpSgoKBA5ObmisDAQDFgwIBy2xgMBpGSkiJ2794t/v77b3HgwAGRkZFRJfLo9Xrx119/iUWLFsluyxcvXixpkJ9f4vadnS3E4MHG1598UiXyVASz27fZTX3kyJHi2LFjVm0KCwvF6NGjhUajERqNRgwfPlycP3++WuU0IyEhQXh5eQkvLy+xZs2actskJydbxaldLcOGXq8X58+fF1u2bBFr1qwRsbGxZVzgFy5cKADh5+cn/vrrLzFs2DC5by8vL6FWq0Xz5s3FgAEDxEcffXTHupXv27dPDjQ/efJktbl9n0q8IlKytbe0nUq8cle6fd8QIZnzo9lQPUhOThaA+Oqrr6z2FxcXi4SEBLFp0yaxdu1aER8fX+k54SqCVquVJ6/IyMiSA3l5JYSUkyPEPfcYX3/3XbXIVSKGkZDM8V3+/v5CkiRx7733ismTJ4vw8HARFBQk1Gq1eO+998SVK1eqVb7SWLp0qQDE6tWryxzLyMgQ06dPF46OjsLLy0uEh4cLQHzxxRfX7NdgMIgrV66IvXv3ir///lvs27dPpKWlCYPBIAwGg3j22WcFIF5//XWh0+nEunXrRExMjCguLhYjRowQgPD09BRqtVo0bdpUzhF3J0Gr1YqRI0cKBwcH+ftQHYR08sIVcSlLe0vbyQt3JyHdkMnumusGNtwUPv74Y3755ReefPJJXnzxRcBoohkxYgSAbNsvKCggISGBc+fOYW9vT926dQkKCqrWgoeXLl2SX1e4hngbeNm5uLiQlpaGo6MjP/74I7/88gsLFiyQj1uW+KhJbN26FTC64z/55JO88sorNGrUiE8//ZT333+foqIiJkyYwJQpU+SM4C+++CJPPfXUVd3aJUnCy8sLLy8v8vPzOXPmDHv27MHZ2ZlLly7x119/0aFDB958802USiX33HOPfG58fDwA6enpNG3alJiYGLRaLfb29ndUCRm1Ws3XX3/NtGnTqFevXrWNa1tCugVcD2vdaLZvG64P2dnZVtH9gYGB8rHly5fL+1NSUkRMTIxYtWqViIyMFJcvX66xBJq5ubnC2dlZ9OvXr/SBEg0pN1eIiAjj602bqlU+s4YUEBAgzp49a3VswIABAhCLFi2qVpkqgjl/4XvvvWf1PTAnxR0/frxITk6W22/fvl0A4tFHH72p8TIzM8XHH38sFi9eLL777jtx6NChcr9H5kzygGjevLksW5nP/A7CE088UW0a0okLV0RylvaWthN3qYZkW+mrQaxcuZKDBw/K7+vWrUt+fj5gfIJ3dnZmwYIF7Nu3j9zcXLp06UL79u2pVatWjT2pOjk5ERAQULY2T0VODTWkIRUWFrJ+/XqrfStXriQ5OVmOu6pp/PTTTwQGBjJlyhTZZdvX15fOnTsTHx/PokWL8PPzA4zXM3fuXJRKJfPmzbvuMdLT0/nqq68YOHAgvr6+TJgwgRdffJH333+fnTt3smXLFpKSkjAYDMyYMYOAgAD69++Pp6cn7dq1Y9++ffzxxx+0adOGpk2b0rlzZ4KCgpg5c6bVOKGhoUiSJIcImDFx4kR69OhxazeqErBw4cLqG0xU0nYXwkZINYjt27fj7OzM+PHj5fc9e/akuLgYnU7H119/Tbt27ejUqRMdOnS4pdLVlYX4+HhOnDjBgAEDrt7QbLK7US+7c+fg9OmbE64UNmzYgF6vl9+r1Wr8/PxqjMw3bdrEkCFDiIuL48SJE3z11VeMGDGCc+fOsW/fPt566y0uXbrEsmXLrIKihRAMGzaMrVu38vfff193tdfff/+d0NBQRo8ezfr166lXrx4rVqzg5MmTfPrpp/Tt25ewsDCOHDnC2LFj+eCDD/j000/Zv38/9evXZ9++fdjZ2VG3bl1WrVrFoUOHePrpp/nrr79YtWoVu3btshrP3t6+3IKTtwOuN0arMiAq6d9dietRo2wmu8rH6dOnBRjrFpk9qMaNGycefvhhsWrVKvHtt9+Kxo0bl3UeqEGYy114eHjImcRlZGdbm+xMrw9v2CB8fX3Ftm3brm+QIUOEUKmEKFXK4XphNtl9+umnAhB2dnY31U9VwMvLS37+VavVok6dOiInJ0c8//zzwtHR0aoEhSX++ecfAYiGDRuKMWPGiNzc3ArHMBgMYv/+/WLUqFECEEOHDhUvvPCC6NKlS4XnFBcXi1q1aonhw4eLbdu2icuXL4uCggLh6OgoyzthwgTRunVrERkZKbRarbj//vutvAJr164tJkyYIDQajdX+CRMmiO7du9/4zapkxMfHV5vJ7vj5VJGUWXRL2/HzqXflnGvTkGoIs2bNAozZD2bOnMl3331H//796dixI76+vpw6dYq4uDhatWpFQEBADUtrxJAhQwCYOnXq1Z84c3PllzM+/JCUlBTuvfdennnmGXQ6HRcvXmTChAn8+uuv1ucdOQK//go6HVjEPd0Mhg8fDhjLxG/evPmW+qos7Nu3T86GER4ezvvvv88333zDV199xbRp0yoMTL148SJgzCSxZMkSvv76a6Kjo62Cms0YP348bdu2ZeXKlXzwwQf8/PPPbNq0iTZt2vDYY4/h4+NDy5Yt+eqrr+Rzzp8/T2pqKmPHjsXPz4/9+/dz4MABunXrxlNPPUXjxo1Zvny5nBDWzs6O1atXM2XKFJKTk+V+QkNDGTNmDNOmTcNgMFTmrbtpFBYW0r9/f8LDw6ttzJIns1vb7kpcD2vZNKTKhVk7AkRiYqLYuHGj2LRpk+zIMHr0aAHGgnu3k7vtk08+KcBYsqIMsrJKfksnTggBotDCIt6uXTsBiICAABEQECDs7OwEIA4cOFDSx8CBxvMtyrLfKCzLT3Tu3LlCl+qaQnFxsejYsaPVakGDBg1ETk7OVc+7dOmSMBgMcvVf8xYaGiqWLl0q/vzzTzFo0CABiJkzZ1pV67WzsxN2dnZi2rRp4uDBg2LJkiXC3t5efP/990IIIXbt2iWgJK5Mq9WKo0ePiv79+4sOHTqI06dPCy8vL9GhQwe5orF5mzNnjsjMzBS1a9cWH330kbh8+bJwcXERP/zwgxCi5jUkyzCFqp7DzPNk/LlUkZhRdEtb/DmbhmRDNeHChQt4e3szZcoUDh06RGhoKD169KBhw4aAMaeZ2cX2dnnSFEIwefJk1Go1KSkpV2+ckwNArkJBSEgIGo2Gffv2ERAQQHZ2NklJSRQVFQHGp3MA9u+Hv/4ChQJmzKgUmbt162b193aASqVi+/btxMfHc+bMGS5fvkxcXNw1k6Sa0wHt2LGD9evXs2PHDmbPno2/vz9PPPEEjz76KLGxsXz00UdMnz4dtVotn2swGGjVqhVz5syhZcuWjB49mueff57FixdbjWFeW1Or1YSHh8tpk+Lj4/n555/Jzs4mPz+f+vXr88orr9CrVy+mT5+Ou7s7ycnJaLVaatWqxeTJk3nrrbfQarWVfPduHGq12srd34bbG9WbdfAuh8Fg4OOPP2bXrl18+umnFBQU0Lt3b+xNZRvCw8Np0aIFcXFxhISE4OzsbDWx1AT27dvH2LFjSUtLo1GjRhQXF1vFrMjQaECpBL0eTGYcL42Gc0ePkgf8+OOPjBs3DiEEDz/8MLm5uRw/frwkgewbbxj/PvUUVJJ5pXfv3sydO5fff/+dESNG3DYxNCqVikaNGt3UuT4+PvTr1w+ALl26MG3aNA4fPoyPjw/+/v7lXqO/vz8RERFW+8LDw1m2bBmA7Ml36dIlq9x96enpNGjQgLZt2xITE8OiRYto2rSpnFqpuLiYv/76i6SkJCZMmMAff/zByy+/zHPPPcfnn3/O559/flPXWNkYOXIk27ZtY9WqVdUyXmWY3O5Wk51NQ6piCCGYMGEC8+bNY8aMGdjZ2XHPPffwyy+/UL9+fZmMwPiE+txzz3HkyBFOnDhR47nEjh8/TteuXTl48CDnzp1j/fr1+Pv7065du7KN7e3B7Hm3eTOEhUFhIaxfj5OTE2PGjOH48ePs2bOHZcuW8e+//3Lu3DlCQkJg+3b4919QqeDttytNfnO5jOeee45u3bpx5cqVSuv7doEkSbRo0YKAgIAKCbdz584cP37cat+JEyfkQHdzUcYNGzbIx7VaLdu2baNTp074+PjQs2dPgoKCiIyM5MCBAxQWFqJWq3n00Ud56aWX8Pb2JioqCn9/fwIDA5EkidmzZ5Ntdv+vQbi7u/PTTz9V44g2v++bxS0RUn5+Pl9++SWHDx/mzz//ZM+ePcTFxREVFUVsbKy8GHs3Y+/evSxdulTWMNatW8eIESP466+/6NKli1VbIQRffPEFgYGBuLm5yZH5NYV3330XFxcX8vLy+PPPP5k/fz6HDh2yIlErPP+88e8PP8CDDxpfm2o7gbE+TZlqq0LI2tH6oCDGzp/Phg0bbqjoYEWQJImxY8cCRk3vebN8dxlefvllIiMjmTNnDqdOnWLp0qV8+eWXcriBJElMnDiROXPmsGLFCmJjYxk2bBiOjo488cQTgDHLeP369enduzdCCDZt2sTp06dlk7KTkxO9e/dGq9XStGlTLl26hIuLC7/88kuNXbcNdx5uyWR36NAhRo8efc12ISEhdO3alYkTJ9KyZctqTXVTkxBCkJKSwqeffsq+ffsYN24cWVlZ/PHHHzg6OvLAAw/Ibbdu3co333xDTEyMXFhsRiWtpdyM3FFRUSxdupTZs2fj6OjII488cu0T770XAgIgKclYuhxg1SrQao0mvfKwYQPs2EEhMPLsWS4uWcKSJUuYPHky8+fPv6VrWLhwIXFxcXz44YecOXOGb775hs8++4y4uDjs7OyYP39+tdfKqQm0bduWFStWMG3aNGbOnElYWBgLFy7kySeflNu8+uqrFBQUMG7cODIyMmjfvj3//vtvGc8/BwcH2rRpQ2pqKkeOHOHcuXOy2fX+++9nw4YNbNiwgf79+1O3bl0SEhKq7Trz8vLYtm0b+/bt48yZM/I6pVqtvuXqwTcCm8nuFnA9ng9X87L7+OOPRa9eva5bD/X39xeTJk0Sp06dqizHjNsSeXl5YseOHWLlypUiIiJCeHh4WN2HgIAAodVqxZw5c8p4Tbm6uopx48bViNzbtm2Tk3gCYu/evTfWwRtvGH+PvXsL4etrfL1+ffltDQYh2rYVAsSHFvdg/vz5AhBPPvmk2LRpk9ixY8d1p0oye9mZY7vq1KlT4Xfx4YcfFs7OzgIQPXv2vLHrtEHo9Xpx7NgxsWrVKnHs2DGh1+vlYwsXLhTOzs7C19dX/Pjjj5WS6qqwsFDk5eWJ8+fPi4KCAhEVFSViY2PFsmXLxOTJk4Wvr68AY8byFi1aiG7duolevXqJ7t27i4YNG1abl11swmVxLq3wlrbYhMt3pZddpbl95+TkiMzMTPHqq68Kb29vAYiQkBD5x28OCnRychK+vr7Cycnp+oMl7yAYDAZx9uxZsXr1arF37145q3KHDh3KTIjmrMqlNzs7uzJ52KoDubm5wsPDQ3Tq1El899134vvvv7/xiSQhQQhJMhLR0KHGv6NHl992xQohQOgdHUWgSiUAER0dLYQQ4ttvvxUBAQHyPZk4caLVhFcRDh8+LFauXCl69Ogh/vnnHyGE0WXaMii1vO3ZZ5+9seu0QUZGRobYtGmT2Lp1q1Vwb2JiohgyZIgAxPTp02/4uxQVFSVatGghPD09Rfv27YVSqZQ/L8vXgAgODhbDhw8X8fHx5Y5THaEr5jFiEi6Ls1cKb2mLsRFSxbjRD7OoqEg8//zzwtXVVXh4eIiAgABZExgwYIDIyckRgAgKCrol4W8XxMTEiOPHj4vCwkIRGRkp1q1bJy5duiTH7bRr107s2rVLHD9+XCQmJgq1Wi0A0apVK7Fnzx5x5coVORq/cePGVgk1qxN///23AMTJkydvraN+/YxENGSI8a+vrxCl46l0OiEaNxYCxKWRI+WJxRwbI4QxZmf//v3ivffeE4BYtmzZVYfduXOn6Nu3r1i5cqVISUmxOpaYmFiGhL744gtRWFhYY4lq/0vQ6XRyAuDTp09b3dN58+bJ2v+XX35Z5tz8/HyxYsUKMW/ePLFgwQLx888/iwkTJgiVSiVatmwp3njjDTF48GDxwQcfiC+++EIsX75cfPrpp2LPnj1ix44dIjEx8Zry2QjpzkCVB8ZevHhRToEDCEmSRKNGjQQYa7H8FwCIBx54QKxdu1bs27dPFBYWivPnz8vXPHLkSKHT6cTFixfLaEJmtGjRQgByQGFN4K+//hKA2Llz5zXbbtu2TURERIj69euLiIgI0ahRIzFlyhRRXFwsxB9/GInIz08INzfj69J9/vSTcb+7u7inQwfh7e0t9uzZU+5YOp1OqNXq8gNyLdC6dWvRp08fOTC2NC5evChmzJgh5syZc9f90KsLqampYv369WLXrl1Whf22b98uhg4dKj+ITZo0ScyZM0eMHj1aeHp6CkC4uLgIJycnAYhatWqJGTNmiKKiokqRqzoJ6UhCiki4UnBL25GEFBshVYRb/TATExOFq6ur1WT8888/31RftxtOnz4tXnrpJfHTTz+Jb775RjRv3lz4+flZmRLMa2el19qioqLkfkaNGiV69OhhnNBrCDqdTrRv315ERERYybFixQoRHBws7rnnHrF8+XLx1ltvCYVCIezt7cWkSZPExIkTxfPPPy/AWFVYFBUJUauWkXC6dzf+nTSpZCCtVog6dYz7Z8+W13mGDRtWoWy9evUSTZo0ETt27BBarVZ88sknYvDgwWLAgAHi66+/Fvv375e1qIoIyYbqgVarFQcPHhRr1qwR58+fl7Ulg8EgfvnlF/H000+LsLAw4enpKSIiIsSkSZPEiRMn5DbZ2dmVrrVWKyGdSREJqQW3tB05YyOkClEZH+abb74pT8SWJiHzRAaIxx57TMydO1f07NlT/Pbbb7e9KeXo0aPiq6++EjNmzCizRtGpUydZC7Lc/+mnn4oNGzaIiRMn1rT45SIqKkqAMSmneY3Pci0QEG5ubuL555+3KpdeVFQknJychEajEQcPHhRi8mQj4bRubfwbFmZ0YhBCiC++EAKEwcdHpJ07J5P2r7/+WqFc0dHRIigoSIAxpZIkSaJbt26ifv36QqFQiI8//lgAIiEhwUZItwmSkpLEunXrxL59+6xSGdUEbIR0Z+CGCOny5cvi6NGjYv369WLx4sVi3bp18hctPT1dfPXVV2Lx4sVi6tSpYtq0aVZltTMyMkR4eLiYMGGCvC86OloumlbeNnfuXCs50tLSxP/+9z8RExNTCZd+8zAYDCI6Olr8/vvv4plnnhFbtmwRq1atEgUFBbLsxcXFIi4uTghRMsnDdd3uGsf7778vy2su1jZo0CDRoEED8csvv1RoRvniiy9kc4s4dsxIRJIkhJ2d8XV0tBAFBUIEBgoB4sVyPvPU1NQK5dLr9WLXrl1i9uzZYpOp8N/XX38tADFv3jzh7+8v7rnnHhsh3UYoLCwUu3btEhs3bqzRybU6CenwmRRxJrXglrbDNkKqGOYbbdZmVCaPKEDce++94rnnnhODBw8uM7kMHz5chISEiOPHjwshjCYhs9Zz5MiRConIvEVERIhPPvlExMXFiQEDBoiJEyfKx9q1ayfWrl0r9u7dK44dOya++uqrqrtLFtBqtWLFihXi+++/F127dpVNDWbMmzevTKr/y5cvi9dff12cP3++WmS8Vbz99tvCzs5O/kw7dep0zSSvly9ftvrswsPDxTE/PyMRNWxo/Pv++0J8+KEQIM6B0JjafvPNN7KGaSbx64XBYBBg9OJcuHCh8PT0tBHSbQaDwSCOHj0qVq9efV0OCFWB6iSkQ6dTxOnLBbe0HTp9dxKSJMS1Q7Cys7Nxu4XKn4899hi///47er1eDorNzMwkIiKC5ORkHnzwQYqLi3nssccYMWJEmfNr1apFamoqAI0aNeLYsWPljvPiiy/y8ccfV3rOsoyMDE6ePMmePXtQq9VkZWWxd+9ePvnkE2Pqm/8YPvnkEyZMmABAUFAQ27dvv2ZROCEE48eP5/z58zRu3Jj8/HzSFy3iZ0BvZ4eyqAj69IFDh+DKFUYCUc2acfr0afbt21cm19r1IicnB1eLIoCenp7873//o2/fvtUaDGnDtZGcnMzBgwcJDQ0lPDwchaL6MpeZ57CsrCyr70tVjHHodAouLrc2Rk5ONi3q+lapvLcjbomQZs6cyZo1a9i7d6+xM0nip59+wtXVlcTERDlty7Rp05g1axYNGjSga9eufPPNN8yaNYu9e/cSGxtLYmKiVb8//vgjAQEBcu2Y0vDw8CAjI4N69epx6tQpq2OhoaE89dRTtG7dGkdHR7p161ZxqptrYP369UyfPp2DBw/SsmVLJk2aRFJSEp07d6Zz58431eedAK1Wy8svv8zOnTvZvHkzXl5eN9xHVFQUHdq25QDQ3LxTowGtlgS1mraOjhw9cQIfH59yz3///ffRarW8+uqrV629tHHjRvr27Su//+mnn3B2drYR0m2K3NxcuRJtmzZtqq2Sa3USUvTpS5VCSC3r+tkIqTzciIa0atUq7r//fq5cuUKtWrXk/Y0bN5ZTtkyePJnZs2dX2Ef79u0JDw/nu+++k/eZv0xgTAXi7u5Oamoqzs7ONGnShMjISLmtnZ2dnDZkwIABfPzxxxw5coQzZ86QkpKCt7c3LVq0oHfv3mRnZ7Njxw5OnTolt8nKymLUqFG89NJL9OjRg9GjRyOEYMmSJSxduvS2KZh3u+LAgQN06NABPz8/Ds+fj+fQoQjArLfOB14FVqxYwUMPPVTm/PT0dJkEn3/+eb788ssKx4qPj6dfv3506dKFvn37MmTIEDZs2GAjpNsYOp2O6Oho0tPTadeuHR4eHlU+ZrUS0qlKIqR6NkIqF+YbvX//fhQKBa1bt6ZRo0Z4eXmxZ8+eMjV7hBAUFhbi4OAAwPfff8+kSZNIS0uT21gSDBiTN5r7MSf0tLOzQ6vVolQqy9RW8fLyIi0tzYp8zEhNTaWgoKCMOc3V1RV7e3uysrIoKipCpVKh0+kAY46upk2bsm/fPrl9p06d+OCDD8jJyaFNmzYUFBTYyOgq0Ol0JCYm8vDQZ7l47jQTvllLk+g9DHx9DMWOTqjz8wD4TKnkBb0eMJpxzOUPzLh8+TK+vr7y+1dffZX333//umTIz8+3EdIdACEEp0+f5tixYzRp0oTQ0NAqHc9GSHcGbsiI26BBA1q1asWBAwfYunUrAwcOvGoBuXr16vHNN9/wzDPP8LaprIBCoSAmJoYGDRrI7YYMGWK17pOTk4PBYKCgoAC9Xk9xcXGZvoOCggBjiepmzZpZHRs0aJDVvjp16hATE0NWVha7du0iIyOD/fv38/HHH/P+++/z22+/kZ2dLZsewbhuNXbsWIQQdO/eHQ8PDxsZXQWZmZnUqlWLsLAwDkVuZ9wb82gZ4kfj+IMAGNzc5bY9+g9i7HuL8azlS4NG4Yx591Orvjw8PJg0aZL8fvny5dVyDTZUHyRJol69enTo0IH4+HiOHDlSKRnebwdc01vrOre7ETdESCdOnACgVatWbNy4kVdffRUApVLJ77//DoDGlNXZ3t6ekydPyk4KgwYNAoxF6qKjo+VaNWBc93nnnXesxjJX0FSpVGW+qJIk0aFDB8BYfKt0BdMdO3aQmZkpvz9z5gxNmzalRYsW1K9fn6eeeoo2bdowbtw4Xn31VQYPHixnfa5duzahoaG8//77pKam0qFDB/ma7nZotVqWL1/Om2++Sd3GLWjYuDnr16+Xj5vveacHhlCreScSUjMIWmskE2VujtzOU+ho0f1ePv5jI2279OLLtyawcuVKTpw4wfjx49FoNKxZswZJklCqVDg7O/9nJisbrOHt7U23bt24fPkyUVFR6E2a8x0NgZzx+2a3u5aRrscVz+zO+PDDD8v7DAaDiIqKkpMZpqWliVmzZl3Vbbd9+/byA0BmZqbYsGGDcHFxuakHiI4dO8qvg4KCROvWrQUYUxM5ODhc9dxWrVpVKOO2bdvEihUrxM8//yxyc3Ov5/bcFXj99deFWqMRgFCqVKJ93wcEIBo1aS4KCwvFgw8+KADx4DNjxKc7Tovlh5NF1PtLhABR5O1jDIRVKIQAkdFngNh9MkNsOZYm/heZINr0uvean/f15tczZ/u2uX3fWSgsLBTbtm2TM3FUNqrT7fvAyWRx/FLeLW0HTibflW7fN6QhLVq0SH4tSZK8liRJEp6enrzxxhtXdd81a1FgrOK4evVqLl68yBvm8tXAZ599xieffEJiYiK5ubn8/fffvPrqqyxevJjatWvz7rvvsnLlSvbs2SOfk5iYyIEDBwCjbbqgoAAwVsJcu3atlQxbtmwhKiqqXPkSExPJzs6mVatWPPHEEzVesfV2QGFhIZMmTWL27Nk0ad6KWb9u4Osdxxk35zPad+3NsdjDDBo0iLXr/mHkWx/w0PjXcNAYtc3Q374DILeDsRCh1tdYHtvuwlmk4mIUklG7fmHO54x9bwlDJ7xOLb9AAGr5+tOj7wBatjeeO3HixNui+qgNVQM7Ozs6deqESqVix44d8m/YhrsLN+TUUBkLbKVjhJ555hm+//570tLS2LBhA0OGDLlmH+fOnbuhRdCnn36aH3/8kV69erFq1apyF7tPnTrFsWPHaNu2rdWC+t2OAwcO0KZNG/n96Bkf0uX+x1ArJIa0Mq7juXl4MeLN+XTo2R8HpRKNUkFgegpNujZFKJWkPjsan/99TuaAh3DdvB5FYQHpDw0mdu5nnM0tIMzVGZVCIl+nw06pJK2wCE87O4oNBhLOnOK5+4zm2ZMnT1KvXr2rymtzarizYTAYOHLkCCkpKXTs2LHSFvSr06nhwIlknG/RqSE3J5vWDfxtTg1VjeXLlxMcHCxrWxs2bACMXnPXQ0YAwcHB/Pbbb3IMQ7Nmzfjoo4/k41988YWV1vXjjz9Sr149vv322zKTlBCC2NhYTp48SefOnW1kZIEdO3bQp08fq31fzJjED/PfIicni4/+2skLcz/ng7X7aNy5JGbMTaNGEXsEgIJGTZAK8gEw2NmRsORHhEqF58rfaTTvLVr6uuNkZ11B2N/JAYUEzhoVviGhvDDjQwD+/vtv21rSfxwKhYLmzZtTu3Ztdu7caeWZe6fA5tRw86h2Qnr44Yc5f/4848ePJyMjg61bt95wHwqFgsGDBxMdHc3WrVs5fPgwEydOJDg4GDDGrsyaNYu8vDyWLl0KGDWg2rVrW/VjMBg4cOAAly5domvXrtUSD3EnYe/evVbOIWZs+O1blkwbT1ryRYLqNEClUqOUILdYh7PJXOdw2ugAU1ivAemPPgGA54rf0Ht4cnbBYgB8vl1MrU8XAOBkp8LdXoOdquxXctizI+g7cDCvvPIK3fsOKBNIbcN/C5Ik0ahRIyIiItizZw9JSUk1LZIN1QRVTQ7u7u6Ou7v7TZ8fHh5OeHi4/H7v3r3s2LFDNgs6OjoydOhQHnzwQYKDg63MPXq9nr1791JcXEzXrl2rLWL8TsKoUaM4ceIEOp2Otm3bolAoGDNmDAAHdm/lwO6tAPQfOpIhL7+FEHAqM5dgZ0fCzIRUtyGFbTqQ/ugTeP65lKA3X+Hkys0kZWUQ8Par+M2fid7Ti4ynRqBRKRACVEoJg0FQWGzAz8kBSYKp731Gp94D+Ozd14iIiGDu3LmMGjUKtVpdU7fHhipGaGgo9vb2REVFUVxcXOaB8naF7Cl3i33cjah2Dakq4e/vz+DBg8vsd3JyIj09XY4z0uv17Nu3D71eT6dOnWxkVAFcXV358ssv+d///sfYsWMJCgqSHT26dOnC0aNHee+991j/yzdkxOzDYPoVHU3LQX3mJADCZK5LnjYTvYsrjkei8frjR9JHjOXyS1MACJg+EbeVfwCgVkpIgEqpwE6twEGjxGAAO6WS7v3u57s1u+l2z0O88MILaDQaHBwcOHPmTDXfGRuqC35+fnTo0IGYmBjOnz9f0+JcF0Ql/bsb8Z8ipGtBkiT0ej379++nuLiYDh062J6wbwD33Xcfubm5CCHYsWMH4eHhvPrqq7Tr3IO3Jz3PyU1/k1eoxU6p4ErbTgAELv4Q17kzyHbxJOnl6QD4vTcDVVYGaVPfIuPpEUhCEPziCHy+/KTMo6FCAfZqBY5qJZ4OGrw8PHj13YV88N0KwOgFWLduXa5cuVK9N8OGaoO3tzcdOnTgyJEjXLhwoabFsaEKcVcRksFgICoqiqKiIjp27Ggjo0qAJEmsX72CNp26M//1l5j7TH8u7d3A6ideYPdwY8bwsCUfEjb9RZIefYaChhGoMtLxmTcTJIlLcz4iY6QxCa/vrNfxe3MyBp0eSQK1suzX016tRKNQ0LlLT5b8sVHeb5k30Yb/Hry9vWnXrh2HDx++/dcQbV4NN427hpAMBgP79++noKCATp062cioEuHu7s7mtSs5ePAgPkFhvPvKKN56sDUvXEjgt6dfwKBQ4PfnzzR8aRgXp88CwOPHb7A/cgiUSlLfnU/KjPcQkoTHt19Q+/mhKPLzjIYLAXohsFMrMQgwlj8yomHTlqw9kCC/f/HFFyksLKzuy7ehmuDj40O7du04dOgQFy9erGlxKoSNj24edwUhmTUjGxlVLVq2bEnMrk1ERUXx+MgXObRpFUN+XMRAg4FiO3vct/6L/4dzyLjvYSQh8H1zCgiBQUhkjX6RpC9/wmBvj/O/awkadA+a1BT0BoFaqUCpkFArJTRqBU72KhztlLjaq/Dx9GRz7CVGvvQaixcvplOnTjV9G2yoQvj4+NC2bVuio6Nt3nf/QfznCclgMHDw4EHy8vLo1KmTLS9dNaB169Z8s3A2v/zyCwBZj43ktwU/oHXzwOnwAfKatcJg74Dj/j04b/gHIQSSJFHw4MMk/bkOvZc3DocPEnJ/L+xOlhRjVCgkhAClwuiFp1YavfKcHOx57qWpfPnHv3To0R+AzZs339I1CCF48803sbO3x8nZhUceeeSW+rOh8uDr60ubNm04ePAgycnJNS1OGdxqHrvK8NK7U/GfJiQhBNHR0WRnZ9vIqAZgXtdp98BQkhq34uywcQC47dhM+nCj+3it998BU8Z4gxDkt25H4potaMPqor5wjroP98V57d/odNdOuhnRrBXPvTgVgGeffZY5c+bcdCDt559/zrvvvssTw0Zxz8DBLF++3PZEfhvBz89Prjxw6dKlmhbHCjXlZff5558TFhaGvb09rVu3ZseOHVdt//PPP9O8eXMcHR3x9/dn+PDhNR6I/J8lJCEEMTExZGZm2ly7qxlarZbvv/+e8RNeASD/ykUaejuRfM9AAJx3b+PK40+jd3HFPj4Wt1XLrIijOKwuiWu2UNCmPcqsTEKef4K6A3vhsmMzKgkUktF0p1RI2KsV2KmM7uFqpULO2t6pe19ef/11GjVqxAcffHDDWaSjo6Op1zCCCdNn8/jTIwFjNVpbpojbBwEBAbRq1YqoqCjS09NrWpwS1MAi0m+//cbEiRN5/fXXiY6OpmvXrtx7770Vusrv3LmTZ555hpEjRxIXF8cff/zB/v37ee655278eisR/1lCOn36NElJSXTs2PGmS5jbcOP4+eefadiwIcOGDUOlUtPtkWcIrBeOWqFAUace+c1aIhkMuOzaxpUxRi88r3nvYtAWG3+EplSHBi9vEv9Yw5UXXsHg4IhDdBTBQx4k5NF7sI/ciYSE3iDQm8x9mEx55lSJ02Yv5JPvltGgaRumTJlCQFAI8+bNu2r9Lks0bdqUcwmnyM7NI7RBBM+OnsDUqVN59tlnb+q+ZGdn06VLF6sqyDbcOgICAmjcuDF79+4lNze3psWpMXz44YeMHDmS5557jvDwcBYuXEhwcDCLFy8ut31kZCShoaG89NJLhIWF0aVLF0aPHl1h4unqwn+SkJKSkjh27Bjt27e3JdisRmzcuJGnnnoKz7Bw5v66gbGf/c6jL8/AxcMbP2d7nDRKMu43rsW4//0n6c+NR+fljd3Z07j99iMG05OhQQgkCZROTmS9NYuEvbGkPz8eg50dTpG7CB3Un6AnBuJ4+EDJ4CbNyZx6yE6jpHuvfsz8YAnfrthMxx59mTp1Kk899RQ7duxgzZo1HDt2DCEEWq1WrhxsRkREBMVaLXu2baAgP49ufe/ngceeualigXl5ebi5ubFr1y527dp10/fXhvIRFhZGcHAwkZGRZapH1wQqU0HKzs622sq7Pq1Wy4EDB+jXr5/V/n79+rF79+5yZezUqROJiYmsXbsWIQQpKSn8+eef3Hfffbd49beGas/2XdVIT09n9+7dtG7dGn9//5oW565CRKv2SEIwYfHvFOtBo5IIdHbATqlArVDgrFGhSUqkSefGCEni+L5juK9did/bUyn2D+DMziNIjg4yuQAY9Hp0xUVoi4oQZ8/g/8UifFYuQ6E3EsjlLt04PeJ5csLCQBgw6PUU5WVh7+yOQqUGSQFISAol586eZsPqlaSlXSEjI4OMjAyysrLIyMjA2c2DXdu30qRJE6DkOx9Uuw4hYfXYvfVfavn6U5CXw+7du5k7dy4BAQGMGTPmmhnIg4KCuHjxIiEhIZw9e7ZMxnsbbh1CCPbv309RURGdOnVCqbRO2Fud2b53xV2slGzfnRsHltn/9ttvM2PGDKt9SUlJBAYGsmvXLisv0zlz5vD9999z/Pjxcsf4888/GT58OIWFheh0Oh588EH+/PPPGvVCrtFcdpWNvLw89u7dS0REhI2MqhlXrlwhPnofT0ydS6FOoFIYJ103jRqlJKFRKVAqJQgJIb9NBxyjInFfs5L0p5/D84tP0SQlYv/5Ai48PoSigjyKC/Mp1hZi0OtBklCpNajUdqS9+CLOjw8h7Ltv8PlnLT47t1Nr1w6u9LuXc2NepDA4hKK8LBxdvUChQBgM6PV6hDAQGlaPJ4Y9j05biFIhoS8uMnnsGcjKymLt2rUsW7aM8PBw9Ho9/v7+PD1qAnNfn0D98KakpaaQm5tLs2bN8A0IojA/j48++ogRI0YwZMgQunfvLq9hWcIcMzNlyhQbGVURzPXZdu3aRXR0NK1bt/5P3OsLFy5YEejV1sJLX6/Ze7U8HD16lJdeeom33nqL/v37k5yczJQpUxgzZgzffPNN5Qh/E/jPEJJWqyUyMpKgoCDq1KlT0+LcdTDnk3Ov5Y/OIPByUONhryFfp8dFrQLJuMajK9ZR4F0LR0B3YDcJbZtRNOghWi5ahP9Xn3Ohf3+cavmi8QlEpXFApdagVKlBMrp8CwSGenCpfW+yTx+n1odzcV+9nFrr1+K94R9SHxrMwQF9sIvoiJ2dAwqFhEKSUEgmU4iAAq3RwUEY7YNotYW4F+aRe2APaaePERUVRVBQEJ9++ikqlZrPP1/MyZMnOH78OHFxcXTqeQ8vvjYLgzDwy/8+Y8UvP/D1119Tt0E4+yN3WWWNtywk+V+YIG9nKJVK2rdvz/bt24mPj79qsdCqRGXkojOf7+rqek2NztvbG6VSWcbb8PLlyxWW05k7dy6dO3dmyhRjPslmzZrh5ORE165deffdd2vsgf4/QUjmZKnOzs6yycWG6kXTpk0BSEtNoS6Qo9UR4uKEQldEcXY6uflZFOdn43T4IF7/rAIgY9Dj+NVtgurl1hStW4/d6ZM0Wr+BzFffkBO1mg3KOr1AIUGxXqA0aV9F9Rtx/vPvSRo7Cf8P38Vj0z+4b99Mj41rSR11loznXoByqv7aaxRmT3MkCVQqJ1ycnenQ+0E69nmQk8eOsvXf1aQWKOh3/yCc/LLILzYQHFKbESNGotZoyEqMR+PkxuNPDeeZUROIiY5i/NMP4enpSUREBH616wOw5Z+/5XEHDRpUFbfeBgvY2dnRoUMHduzYgaOj4w0V8qw0VEaqhRs4X6PR0Lp1azZs2MDDDz8s79+wYQMDBw4s95z8/Pwy2rzZzFmTnqR3/BqSEIKDBw+Sm5tL586dyzWZ2FD1uHLlCrVq1eLZtz+hXZfuOOtz8DDkY9AWoHF0wd7JDQcnF5o9/RiOMYfJeOxJLn38hdF0ZhC4r1mJ//NPoXdxJeFYIgalEoRRqzAIYwohSTISlN6UPkhvEBiEoFhnQC8ETtFR+H77GT5rVwKgc3Aku8+95Dw4iIJe/cHBQX7yNH/rzcSHgMJiA5JkTE+kUBizjmvUCrTFBqOcQqDTGdBr89HlZ1GUZ9x0xUXYO3uQV6TjaPwxdm7bTFrqZQoLC0g4eYy83BzUGg0F+fll1jZsqBpcuXKFyMhI2rVrh4+PT7WuIe2MTayUNaQuTYKuW97ffvuNp59+miVLltCxY0e+/PJLvvrqK+Li4qhduzbTpk3j4sWL/PDDDwB89913PP/883zyySeyyW7ixIkoFAq5KkJN4I6fvU+ePElaWhrdunWzkVENQavVsn37diZPnkyHFrWR8i+gcPLA0a02zm5eqNRq7NVK3H/6BseYw+hdXLnyxiz5fAmJ7AED8XF2QZmTjepEPPqIpuhLPSvlFerQqBSyllSk06M3CLRFWiK3b2T7prWENAjnuXoheC1aRO2CfDxXLcNz1TL0zi7k9r+PnAcfoaB7b4SdHTqDdf9qldEsqFYqUJj8TxUWZjY7ldK4FuboBm5uSJJEUbEebWE++VlpGMQVmtYLpGXEKOxcPNE4e5GWnkl0VCSzXxvPgw8+yPLly20xcdUAb29vWrRowf79++nevXu1jl3NChIAjz/+OGlpacycOZPk5GSaNGnC2rVr5RpSycnJVjFJw4YNIycnh0WLFvHKK6/g7u5Or169eP/9929R8lvDHa0hmZ+CunTpckuF/my4cej1elJSUrhw4QIpKSmcPHmSqKgouo9+A73KkUbeLtgpldipFGiUCuyyM6jXtQWqzAxSZs4jfeQ4kIxkBEbtJ/jh/jhG7iR54RKyH38ahSShMxgQJldwbbHBipBy8wt4d9pLbFqzAq22iLCwMPz8/Jg6dSqvTpmC28mTrBw+Du9//kKTXJKMU+/qRu69D5Az8BHyuvRE0qhlE55AIGGMZyrWG1CY1q5MVkIkSZK1KPOakEBgMBivISu3EFGYSW7GFYpyjcGa9m4+nDiVwAvDH+Pbb79l2LBh1fY53e2IjY0lNTWVFi1a4OnpWS0a0vaYytGQujW9fg3pv4I7Ng6psLCQqKgomjRpYiOjaoIQgrS0NA4dOsT69es5evQoarWaF198kcmTJ7N5ZyQaJxdqu5fEfklG1sFn3kxUmRkUNoogc/hoU39mM5wwVoht1gIA+yOHZAcGMGX4FqBWKdALgUJhPO+fv35n3YpfmTJlMocPH+bMmTOsXbsWAFc3NwpatuXC63M4HnmUc39tImPkWHS+fiizs3D77SeCnniYes3r4PvKeJx3bkFpsM7moFKUJHVVKIybfF0mR4nScHWyx93bj+AGTQiI6ESt2uEIfTH+bkoWLlxISEgIBQUFlfmx2HAVREREoFKpiI2NrWlRbLgO3JGEZDAYOHDgALVq1bpjyhrfydBqtZw8eZKNGzeyd+9eJEmiuLiY3bt3M2zcBM6fP4+kUDBmzmcAqCQFGoUStcnu5XAkGo+f/gdA0swPjOtDJghh1jokCpu2AMA+5pDV+CY+sio9odUZaBDeBAdHJzZt2kRISAgAZ8+eBSAzO5fpsz9Go1KgUCopaNuBy+8uIOHgSRJX/kvm8FHovH1QZqTj9vN3BA2+n7AW9XD/cykKyUh4lpkfzFAY+bXMfqXJm09pwVKO9irUzp7o7Nx5/vlRJCcnY29vz4YNG9izZw8pKSm2VERVDIVCQZs2bbh8+XK1jWmrGHvzuCNNdkePHiU5ObnCuA8bKgc5OTmcOXOGCxcu4O7uTp06dfD19UWpVFq5ML/w7id0GjBIdjbwtrfDw15jnLyFoNGjfXE+FEXGg49yafF3gKl6r6HEY06SQHUinrrd22BwcOT48WRQKk2OC8hmMnNqIZ1eIAGHDuzjpWGDKCwsQKVS06BRBLNmvEmO0oOGjZtjr1aistBuFJIFyeh0OOzegfPfy3Be8xfKdGNiyaxnRpI6awHCzg6BkM12xvON5Kg3GMc3u5KDtbnPIIyv84p0/Pnz/5j/9mRSU1Px8PCgoKCA8+fPk5CQgEqlom7dugQHB9u+y1WI06dPU69evWox2W07cqFSTHbdmwXfNnNudeGO05BSUlI4c+YMbdu2tf2AqwBCCC5fvkxkZCRbt25Fr9fTpUsXunTpQkBAAEqlkvz8fKtz2va5H4BAZwcCnR1wUpd8Lr7Ll+J8KAq9kzOX3pwDgFZvoFhvKDHXmWZ0bZ36GBydUBTk43DmhEkVMZYx1+lLvOOMZjTjV7dpy7YsXbeLl1+fw1PPv8DjzxjNgaF1G5S5NkvNRgIklYrC7j1J++AzzsUkkP7qmwhJwu2Hbwga2AdV4gWrNS6Fxa9FIRlVJUnCynRn9vwDyM/P4/yZUyRdOEdISAgeHh6Ehobi6OhIo0aNuPfee+nbty916tThoYceIi4ujry8PGbMmEFAQAAODg706NGDuLg4q+s4fvw4nTt3JigoiJkzZ1odCw0NRZIkIiMjrfZPnDiRHj16lLkndwuqs6JwDeRW/c/gjiKk/Px8Dhw4QPPmze+qp4bqgBCC5ORktm7dyoEDB3B3d6dv3760atWqzBqdJEk4OzsD0HnAIAwKpZU5zUGtRK2ScD0WQ8CMVwFImfgaej9/K882gyk5qllLUqpVFDZpDoDd4Wi5nd4gSpwKAISRHNQqBRq1guDgUIYOG83YSW/Qe4Ax7sJercRRozKZ3Uyu46YxDcI4rjD1JRCgVpM5eTqXflmJ3sMT+0MHCOnXCedtm6zNcyaTnUJR4pBhvCfG95Ymu88+nMug3q2xd3Dg/PnzJCcns3//fpKTk+Vtw4YNADz//PPk5eUxfvx4FixYwIIFC9i/fz9+fn707duXnJwcud/x48fz9NNP89dff7Fq1aoy+fHs7e2ZOnXq1T5uG2y4LXHHEJK56mtAQADBwcE1Lc5/BubEitu3b+fw4cPUrl2bfv360ahRo3KzpO/cuRMf/0A5s/KzE6YT4OyAj6M9TmoVjiatVZOcRJ0Rg1Hm55HTuQepI8YaM3ODbNaydBLQ6QV6g6DAtI6kORItmwAtYT5HKUmoFBIqhQK1UkKlVKBRKVCrjMfVKuN+pcK4qRQKk7lOsnLllu+D6V9h735c3LCbouatUKan4TfkQTw+mItCCJSSZJJdKvMIa9mjQpJQShKPDnmG8KYtGfDw4zg5u/Ds8+Px9vbGz89P3lavXk3dunV58MEHadu2Lf/88w8jRozAxcUFnU7HkiVLyM/PZ+nSpXL/mZmZtGzZkmbNmhEQEEBWVpaVLKNHjyYyMlJ28LChemEr0HfzuCFCKi4urio5rom4uDgMBoOcEcCGW8eVK1fYuXMnBw8eJDAwkD59+lCnTp0KgzdPnz5Nj569cPP0ZsT0ucz/5R98/ANRSiXrM3ZqBer8XOqMfBx1SjKFDRqR9NVPKO1KiiMKhExAgBXxFDZvCYDDkUOmlD8SGqUpD14lQiGZ9BtTIlezQ4IE6EJqk7RqE9lPj0QSAs/3Z+H39KNImRlW2pLCfG4pdzujmzqE1WvA8vU7CQwO47XZC9mwZgUzZ86UHRm0Wi0//fQTI0aMQJIkEhISSElJYfjw4fTo0QOdTseOHTto2bKlVbG1mTNn0rdvXxwdHVEoFPTv399q/NDQUMaMGcO0adOuu9yGDZUHm1PDzeOGCGnr1q2cO3eu2j2DUlNTOXfuHG3atLFFulcCsrOz2b17N3v37sXHx4c+ffpQr169ctfkFi1aRNeuXTlz5gyLFy/G0dmFmT+u4d7Bz1InvBm+jva4aox56wDQ6QibMALHo0fQedfi/PfLKHZ1w6RbWP3MhDAWizXG9BjfFzY1muzs444gmYrqmfnKrO0Y126MmopaKaFWKbBTGzUkO5Xx+6E0rfGY89iZ13rMr0vWksoSnUICydGe9A8XceXjLzDY2+O4YR0BfTqhOXLIeG6p08zxSZbcZLnu1GfAQ4yf/CYzZszgnnvu4dChQ6xcuZLMzEw5Lsmci8zX1xcXFxfatGlDt27dcHNz4+jRoxw9ehSdTseAAQNITU0lKSmJFStWlPubeOONN0hISODnn3+u4Ftggw23H26IkJo0acKJEyfYtm0bV65cqSqZrFBcXEx0dDQRERHyuoUNN4fi4mJiY2PZtm0brq6u9O3bl6KiIhYtWmQVxb1nzx4eeeQRnn32WV588UV27tzJoUOHWLVxO807dsfO3gFXjQofR3vZtGCnNprLgt+djuum9Rjs7En45je0QSFyv+bJWlnKPdq8tqM3CArrNMTg4IgiPw/NmZNW8pvdsFUKRclkL4FKNstJsialtDDXmc10kmlcpcmkVhFkk5wEuU88w6U1WyiuHYr63FkCBvTAZekPMpGZr9/sJm6+ThMfAuBkr8TZXsX4SVP5+H+/EX/iFC1btmT0mLHUqVOHS5cuWdVjsvRgdHNzo1atWnh4eJCWlsbmzZtJSkpCo9FcdaG+Vq1aTJ48mbfeegutVlthOxuqADavhpvGDRGSv78/vXr1IiAggMjISPbv31/G46qycfToUZycnAgLC6vScf7LEEJw4cIFNm3aRFZWFt27d6d27dq89957NG/enEmTJlG7dm2mTp3KpIXfcf/Dj7J8+XI57xXAM888w4nD+/ENDMbBpIU4qo2ZGFQmj7da3y7B69slACR+/BXFbdrJZGDmH2ERU2R0qS6RU6mQEEoFhY2bAeAQc8hINMqKCcSsCUlmrclEA0ok2cVbUcG3vISwTGSHVG7skbZ5C5I37Sa/771IRUV4TxiN9yvjURQVyXFJMkq4zHocU6c9+gxg2cYoprw1l8yMdC4kXqR169Y4ODjQp6+xwNqiRYus1oUuX75MUFAQXbp0oVGjRhw+fJg9e/Zcs0LqpEmTKCgo4PPPP79qOxsqFzY+unncsN+0UqmkQYMGBAcHEx8fz+bNm6lXr16FJp9bQWpqKhcuXKBnz5621P03iezsbI4cOUJeXh5NmzYlICCAkydP0rZtW7Kzs7n/0afwDwrm+88/ZN68eQCE1I/g859XcyRqDxfPnwFJQXzMIfZt30Db7v3wsNdgbzITadQKhADXDWvxf+c1AFJen0XeAw/LsThG8jHCHMdjTl5q9lpTSpJsmits1gLHqEjsj0ST/cjQErIxxfcoJPN51/+dUCgo+ZVbnGaOMyoN83gCk3nPw5PLP/+J+0fzcHtvJq4//g+7I4e49PXP6EJqy10qJEnOwScAYbDWltRKCb1KRU52Nl61fFm7K4a46H2cOX2S7KxMPv9wDnPnzuXnX3/nWFwMCoWCbdu28f777yNJEiEhIfj7+xMfH8/WrVupU6cODRo0KPe35+zszJtvGs2EDzzwwHXfKxtsqCncNIM4ODjQqlUrwsLCiImJ4dy5czRu3JjAwMBKIQ+dTsehQ4eIiIjAqZwSAjZcHQaDgRMnTnDixAlSUlLYsmULkQcOE1DLgwMHDuDs4sa8JUvo2KMfKqWStp16sHvzP7Rs15Hm7buiUNlRv25dDALyi3VoFAoKC/Kxc3DEyU5ltQ7jdPQIwS+MQDIYyHxyOOnjJmIQRpKxdFgwm7QMZjWJElIxCDNZSRQ2Mzo22B85BFjH/EjCeI6sWUklXnull3YkU+SqHNgqWew336cK1kMt+5f7UyjJnjyNolZt8B49DLvDBwnq24mUJd9R0LNvCd+ZyVJYL02rFAp0egMqBfz1x088PPhJHBwcaNu5O1179KKwWI8kKfji4/c4d+YUU6ZMIS0tDUdHR5544gm5H7VaTbNmzahduzZHjhxh8+bNtGrVCm9v7zLXMWrUKD766CN++eUX2rdvX+612lDJqAwvubtURbpllcbDw4OuXbuSmJhIXFwcCQkJNGnSxKpI2c3g6NGjODg42Ex1N4GcnBz2799PWloa06dP5/z5CxQXa3F2caV2WF2GjhjPE8NHU8vHz5gtW2egTbuOtGnXEQCV0kgkBoNArZJwVqgo1gk83Y2xX2YtR6mQUCVdJPjZR1Hk55HXrRfJcz6kZOZHXtOx/IGa89uZicF8TKkwOj0UN28FgH3sYZRlDGCmZKai/PUauaVMPpJV6YqyqYAkOeNC6b5KTyrmcwt79iVp0y58RjyJXfQB/J94mPQ33yVj7ASQzM4bQpZPHgBQKRVE7thM8sULDHr8aTQqhZWDxcjxLxNzKIrN/6ziiy++oGPHjvz777+4uLiU+Zzd3Nzo0qULCQkJREZGllv7R61WM2vWLCtCs6FqUZkF+u42VGrqIJ1Ox8mTJzl9+jSBgYGEh4eXG8tyLaSmprJ371569uxp045uAImJiXz99ddERESwdt06fv7pJwY+/gwvTXsXJ0dHJElCqzdmzAajBmOcsI1ff5UFeZgncIMpcNVgMP5INEqFUZtRgCI3h9oP9cP+aAxFDRpx7u/NCDc3WR5zglSFKTDVzC0Gg/VYUEIEApD0OurV90NRUMDZnYcorleSdcEyLQ+Y5JBKjHfawkLiD2wjvE13NPb2VpkWLAnJ8ltfksnb+n6W/mWU9hAURYV4TZmAy9LvAch5ZAiXP/gMg72x7pIVAQoz6ZUMYiYrYxoi4/4inZ6tG//lxWGPcPDgQVq2bFnOJ10WOTk5HDx4EL1eX24w892O6qyHtDH6HE63mDooLyebPi1r21IH3QpUKhXh4eH06tULnU7Hpk2bOHnyJHq9/tonm2Az1d0csrOzWblyJQEBAezcfwRHr2B+WrOL6e9+hLOTk2xGdXNQozTH9phmYo1KIZOUOSbH7B6gUihAIAeXmiEVFBI4dhj2R2PQedci8afl4O5mpalYTvBKkwecOXu2GbIrNhbrNSoVRRHGeDOHI9HGNgrkLN9Kk5OEOVuCvBZlIljzdcimPFP/lmOVJFAtn4gqekwzKzySBNjZkbZwMVfmfohQKnFZ9iuBA/ugTko0mRVLZDGXUi8PxsSsxtdqpYIOnbsTFBJKq1atkCSJd955p3xhLODi4kLXrl0JDAxk586dHD9+3BaDVFOweTXcNKokU4OjoyNt27alffv2JCYmsmXLFpKTk68rfslmqrs2DAYDBoOB9PR00tLSOHv2LP+sX098fDz5Kk+eGDOZZ8ZOIqxeQ/m7ba9RYq8xOSKoFChMBKFWSfKTuzkwVJ7sTQv7SmWJt5oqKRHfee9Qr21DnDetx2BvT9IPf6ILri1rQJYL/OYs2LIOI8zecCVrQ4CFN55x05oCZO2ORMvXbaZJM/GYCac8mLWT0ofLM9uZx5dMAUZy/+W0E5TERUnGQCdynxtL8h9r0Ht6YX84mqB+XbDfu1u+B6XXtaSSWyHLZHlMrdEw4oXJ8jmPPPJI+RdZCgqFgoYNG9K5c2cSExPZvXs3hYWF13WuDZUHGx/dPKo0dZC3tzc9evSgXr16HDp0iN27d5OdnV1h+6ysLM6fP0+LFi1sXnXlQAjBpz+spG6DcBwcHKhVqxYvvfQSkZGRfPLxxzh4hdChex8QxlxuaqUCB40SBxMRKaQSDUKCEscCqxkT2VHATFCSAOfIHQQ+/xT1OjTG+5P5qNLTKA4IJPnrnyls2cZKztK1g8qzhysVUom5zUIAs/ZRZEFIloXwyoVEGXIqj4xKQ2FWrUrFFFl1LWteZfuTnReAoq7dufjvLooimqK6cpmgR+/F9cdvylyXZHGuJSyHVigk+t73CJ179EOlUsmlNa4XHh4edO/eHQcHB7Zu3Up6evoNnW/DrcGAMV/iLW13KSVVebpsSZIIDQ0lMDCQ48ePs23bNmrXrk2jRo3QaCzSyQhBTEwMYWFhtgBYCxQXF6NWq0lPT2fYuFdY9dt31A9vwpPPvUDPzu3RqJUcPXOR56fMoWHjZnKmAiGMwapmjUAhGRfaZYcCi7UVs6eZea1HqTB5peXl4b7sVzy+XYLdsaOyTPmdu5E5fAy599wHKpVJ6zEeK/GaK1kXMfZtPCpKTexWa0cW+4uamQnpEAphQCgUZbUdrk06UNZ8iIUpz6q/Mk4M5rITotT+UpqWZCRtfe3aJK3ZQq0Jo3D+ezm+U17EPvYwqe8uQKg11gliMcdjlfRpifMJJ0m9nIxOp2PgwIFs3LjxhrKUqFQqWrVqRUJCArt37yYiIoKwsDDbg54NtzWqrX6DWq2mSZMm1K5dm7i4ODZu3EijRo0IDQ1FoVCQnJxMbm7uXe2amp2dzW+//cbKlSuJ3BdFXk42RUWFODo5U1hQABK89OY8+j/0KLpLx1HZO+Pk35AG7ewp0umxV5eQkUZlJKPSQaECgcJgQFFcjNDrQFuMUqdFoTOg0BdDcTHK3Gxcl/2K6y8/oszOAsDg4Ej2Y0+QNXw0ReERQAn5IJVoL+bFfLAgIUrLYKGhWU7SFpqOrlEEBnt7FLk5qBLOUFy3nnUnkkUfwuzZZK1FWRJWSSHAiu+/5bGrWZfLEJdJGCEEBidHUr78kaKmzfGcMwO3779GczyelK9/Ru/jY30TKCG30nIs/d/nnDgaA0BCQgI6ne6G02ZJkkSdOnVwc3Nj//79ZGRk0Lx5c1vZlipGZZjc7k79qBoJyQwXFxc6dOhASkoKsbGxnD17lvDwcGJjYwkPD0etVle3SDWOnJwcoqOjeWnqmxyO3E6rDl25/7GncXX3xN7JmW8/fY/8vFwW/bGZsGA/dBdjcfKujVdgKOZCd872KgyGklgfSRhwOHwAl/VrcN64Ds3ZBCRdMeh0SDcQJKENq0vm8FHkDnkag5u7sR5RqTUQAAXGgFDLpKWWDSzbWpq6AIQk5AYCAUJCUqnQNm6K/YH9aI4cLENIZuIyO0JYaoJQ4sBgdcYtKQem8SzunUFYF++Tu5ckMidMoahRY3zHDschcheB/btw6fvfKG7WSiZN8y0ye9sJYS61IeHo6ERAUAiHow/g7OyMnZ3dTUvu5eVFjx492L9/Pzt27KBDhw44ODjcdH82XB2Vka37bs32XWOPSr6+vtSqVYuEhASioqJQKBR4enrWlDg1htdff505c+bI739YsxvfMOPkazCAThio37oj6oJcAv28Kbx8Go+Qxrh6lOQxs1MpEUKg0RbguGMLLhvW4bJhLarU6y/bLJRKhFoNShVCraawTTsyh48hr2cfkEs3IAebms1UmN9KEkrLp/1ynvrl+BzT+UIIa3udpcYkgbZZS+wP7MfucDT5gwYb91+Xke76YdlbadIUcjRt2TUu8ztLQiw512j6LOg3gPPrthE47HE0p08SeH9vUhcuIXfQYPl6S1+NRqmgSGfgsadGsGzpt3z22We8/fbb8vEzZ86wY8cOateuTbdu3VBUlBepFOzt7encuTNHjhxh+/btdOzY8a5yJ7bhzkCN6u4KhYKAgADi4+Px9va2SoVyt2hKrVu3tnp/8eJ53IProFYocNGoyCjS0qxefXIunaYw/QI+dVtg7+wmxw2pLqfgsnEdLhvW4bx9M4qiEq8qvbMLeT37ktv/PopatzOW5FapMChVSBo1QqHCoFaDSoVk1qxMpKGUTKY2Ux0gMyQko0aDcfHdco1FKsVSlg4UwqKNHDgok0/5azpa0zqSxlSs73rIqGwLqSxhXMf5ZpIFy3PLPrZKpY7IGhrG+C59g0ZcXLcNn7HDcNr0L75jhqGJPUL66++AQikTk6V8KqVE46bNGTVhGjNmzCA/P5/+/fvTu3dvq7EHDRrEsmXLrnI11lAoFDRv3pzjx4+zc+dO2rVrV252BxtuDbbA2JtHjRuTjx49ip+fH23atCErK4uYmBg2bdpEeHg4ISEh//lF2EGDBiGEYOPGjfTt25ffv/+SN9t3RyEExQaBp0ZNVmI8uoIcfOq1QmPvBIVF+P2wBNe1f+EYHWXVnzYohNx+A8jtO4DCTl1Bo7FaSzHfT9mLR17vsTQ9lbiCW2pE5jaW2Q1Kn2uekMvTHMxOFWYiK3vcgiwEFq7fh2SbnDlLBOa2knlc8/VZ3o0SM53ZeUJ2uS7Po85CDqv98jklZjuDKN+TT6LELdx8Dwxu7qT8tByPuTPw+GQBHos+xO5oDCmLv8Ngymhivp/m+w6C0RNfxdHRgQ/ee1vOM2gJS6eg64UkSXLxxcjISFq1akVAQMAN92NDxTCIku/ArfRxN6JGK8amp6eTnJxM48aNAWMqlM6dO9OsWTPZIy8tLa0mRawSHD58GFdXV/744w/AOME1bNgQgAunj6EyecQphZ6s8zHotQX41GuFnYMTyow06j/1IH6z35TJqKBFay5PeZPTGyI5HRnHpVkLKOzRG2GasMyTpkJhGShq3CvXGKIkWFRhESwqV0g19WOZ3dpygpdKrdlIpQhCDrgtNYNfLSZIF9EYYWeHIjsLzdmEUmtCZfuxdFq4nucY+V5U0PZqXViuUclzh6VTBMLKC08oFWS8MYuUL77H4OCA4+YNBN7fCyktrdxnYTuVAkmSeGbUSyzbEGl9zM6OiRMn8tVXX137IitAaGgobdq04eDBg5w5c+am+7HBhspEjRGS2c27fv36VguskiQREBBA79698ff3Z8+ePURFRVFQUFBTolY6hg4dSk5ODoMHD0ar1RIeHs7IkSMB6PfoMxgQqNGTde4IkkKBT70WqO3sUCecpuGgPjjt34Pe1Y2L737IiQMnSVizjcsTXqUgvDHCNPEbSq1PmOOCzAuuCsmUOogSsoASDcecDcFMUGaznWU2BOP7klWW0isu5teliaT0PjMBmklFhlqN1pSxQXMk2kIjs9CIqJg4SpNnyfiSTMqlzYDlXQOlWtyw0m7WmIQg56HHuLhqE8UBgWhOHsfvuaeggkrMTnYqNGoFdRs04s25H8v7i4qKWLhwIbGxsTcoiDX8/Pzo1KkTx44d4/jx47fUlw0lMHt72urF3jhqjJCSkpIoLCykbt265R5XKpU0bNiQ3r17I0kSmzZt4vjx41aFzO5UpKSkyK8PHjzI8ePH2bBhAwD1GzVG6HQUJR5FpbbDs3YTlEo1jvv20PDh3tglnEYbFMKp5RvJGj6KYl9/DIYSLzWFTBwW6yBSCRGZCcbYyLiZ6xKZSUtZinDM60GSOZZJMmtb1qxgaRYsowlhMblbaDOW6XSsPO8wBgiazXaaQ9GlNLKSbAolGRbKam9W+8yaoUQZIrJse/XJoISYS9OVZHkTSi7E+KfkI6KoaQuSl67E4OSM465teL8+mdIQYGUGHTT0WZqVCkC+Wmqg3Nxczp07d9UrAfD09KRLly6cOXOGEydOXLO9DdeG+bd2q9vdiBohJCEEx48fr7COiyUcHBxo3bo1nTp14tKlS2zevJmLFy9Wexn1ysTmzZvl18OHDwcgrF4DgmqHUcvHBynlGGqNPW7BEahUSjxX/Um9Jx9AlZFOfvNWnPxrM7pG4aYvrvE+mIvAWZqgJBPZKKWypiyrYnalTHLyG7O5zezwUJpALN7Lk7G1KiK/NxOjJVGZHRwsycEsv1lrK27eAgDNkYNl7qOxL8nitTWZlE7JU7YDZHKqSFuSnQZLedFZmScpudeWslgKY9mzEFDYKILkxd8iJAn377/C5dsvyhGw5LPRqFXM/eR/eNfypVW7ThQUFNCpU6dyzwHj9yo0NJSJEycCkJycTGRkZLltXV1d6dSpE6dOneLkyZPltrHBhupAjRBScnIyxcXFN5QSxdPTk27dutGoUSNiYmLYuXMnmZmZVSdkFaJ58+by63r16uHg6MTiX/7hy1W7CHFVoVHb4R4cgUalxO+zD6j94ggUWi2Z/R/g1G9rEb6+pgzdFt5uIGcWsF4XsiATk+nNTFAKhSluqRRxyHnisDTllchfmnMsScmKXMzvpVLvLSZquaprOVoVgNZUikJz+BDyKDdsMysZH7hm1OFVTYCluihDdqWebgXIBftK953XbwBXXp8JQK3XJ+OwbbO1mdX0RmVK4RRUO4x5n39P3OGDPP300xRXYOo7c+YMq1evBuDjjz/mxRdfJCAggI4dO1Zo+nZzc6NTp06cPHmSU6dOVXAH7kwIITh79mz1jVdJ/+5GVDshmbWj+vXr31TkeUhICH369MHLy4udO3cSHR19RyWQvHDhAmvWrJHfr169moL8PC6mX0GbFI9KqcItuDFqpZKQN14mYL5xwrr83AucW/wDkpNTSbE5URIIKxOQwjoVECBrAcb0QaZdFiRh/ltmbaiU0lN6sizPPGY+t7QpzvJHpjBlt76ak4IZxeGNERoNiswM1OcTZOcJszZnmcHbUsMrkd9C+zE3KmttK7lPltdR6rAos8960ihNxpZmN4MFUSksTIYZ418m+9EnkPR6/J5/CnXCKXlsgam0usVDQev2nZn98ZesXLmS++67z+qhLDMzk48//pi6detSWFjI2FffAYwl0c24msnb3d2djh07cuLECU6fPl1huzsJqampbN26lYSEhGob0+xld6vb3Yhqd/tOTk5Gq9VSu3btm+5DpVIREREhpyHatGkTDRs2pE6dOtcdKFhT+OKLL5g9e7bVPpVKhYchG7VKhVtIY9RqJS77dlNr6bcIhYLEd+aT9szzZVyWVcoSjcgghFwewtKzDaw9vkorF+Z6RdYmqYonY0sSsfzNlJityldASpdesJz0LddXzC7PMuw0FEc0QXPoIOpD0ehD68jnl3Ydt3xdLsoyinH8UmZEY9OSjsqmCjJPGGZZS8lsOt8ySFhIRtOk3iLHnzEzA1xesAh1wikcDuzD76lHOb92K7i5AyUTk1IpoS3WcerUKfoOeBiPn714efRTDB06lCZNmpCbm0vDhg15+eWXAWjWuj2Dh41D6PV88eEs2bR7rfg+Dw8POnbsyO7du1GpVLf0O61J5OXlERcXR2pqKg0aNKjWeCtbHNLNo1pnbyEEJ06coF69ejesHZUHJycn2rVrR7t27bhw4QKbN2/m0qVLt/X60quvviq/9vX1Ra2xY8GnS1AiUPk3Qm1aU/P9+lMA0oYMM5IRxsnSUvsxJzqQE6JaEI91ITjrdRbzhGhep7Gc0I3Hy6IMQQlrraQ8MpC99KRS+0r1bKn1WO83jlBscmxQmwJkK4J1xu9rq19laKQUKZcHM+FajmP1fZOstTSD+UZhXS5dpzdQrDc6JWjVGpK+/YXiwCA0p05Q6+3XrLwki/UGdHrBvHde49E+bfhwzpu069SN6TPn888//7BgwQKWLFnCm2++Kfc/ZPg4XB00PDPmZX79Zw/d+wwAjE4014KHhwft27cnJiaGy5evP9vH7QCdTsfRo0fZsmULarWa3r1735Q1xoaaQbUS0qVLlygsLCy31PKtoFatWnTv3p26desSHR3Nnj17yMnJqdQxKguurq6MGjUKABcPbx4Z9DA+nq4YfBrgYmeHVm/A4fRJ3DeuQ0gSKc+Nl010VmWxKZmwlCbVRGlBPEKIsuYnUWI+K69YXGkNSN5vJhysvfWsu7AkwPJdvc2vSjzUyteaSvdV3MK8jhRtbYYrZZ4rez1lzXSlRy6Pdyp6Oi3dtvS4ZU2VJRqgwQBFxUYCSkhI4K/lv7Nt4zry8wuNTg6eviR++j+EJOH2yw84bv7XaqxzZ06z9NslhIeH8/2ShXzz2Yd06tkPtSnWbEPUKbr0voeQsLoMGzORgQ8PAsDZXkXdBuG8//kPuHt68fKUaaxcuZLjx49f9cHN29ub5s2bs3//frKysipsd7tACMH58+fZuHEjaWlpdOnShZYtW95Uxepbl8XmZXezqDaT3a2sHV0PFAoFYWFhcpmLrVu3EhoaSsOGDW8qor0q4e/vD0Cf3n3o2qkdxxIz6N3CmSK9ASe1Ep+vjTb/zL73oa1THzBOaJJUUvrbPOErlUamKHFsMO43OziUJgZLMpLkfSWEoyhlArPUAORJ3II4JBPTGSfnklRCMmlhJrDyE/8YyVMy9WEtlxmyhnToIJLJ/FUeRGmbXDkDlmO1K9GUTC/knHsWMlZ4juk4wvK9hAKjRiSw1oyiog7w5P3d5Pehdevz0Rc/U69hOPntOpE+chxeX3+Gz+TxnN8aBa5uaFQKkpMSAVi7di1Llixh/rx36NL7HpZviuJKyiVq1fJh7if/QyFJ2KsV6IXAzUlNfpEeB42SAuDteYuYPX0iDz/8MACPDH2WP37+tkInkeDgYPLz84mMjKRbt263bULW9PR0YmNjKSwspEmTJgQGBt6040tloDII5W4lpGrTkFJSUigsLKxym7RGo6Fp06Z0796d3NxcNm3aREJCwm1TznnWrFm88847NGvWjB5dO/Lee+/h6uVDscGAnVKBdDkF7xW/AkZHBrM9WpJMjgvCInjV/L6UR12J55rFRFuOKa9k3cb6ad7yyd/yKdpag7H8wZc1+5n3l86eUEarkPdbaBYW7RSShK5xE4RajSIjHeX5c5a9l/lXWvUpq4eVXLvFEk+5KO3UUfr80tdZGub0Qpg0JIHg9++/BGDJkiVER0fj7GDH8MH3UlCQj0EIUl97G21oHdRJF/Ge8RoAhcV6VGrjs2NeXh4zZ87ExdWNLxa+R1FRMc3atEejUmCvVuJkZ3zYM9fFcrRTYhACR42Snv3uY8uBU/y6didPj3qRZb98z4EDB6yvSwgrx4cGDRrg4+PD3r17K/TqqykUFBRw4MABdu/ejY+PD7169SIoKKhGyciGW0O1EJJZO6pXr1611WJxdXWlQ4cOtGzZktOnT7Nt2zZSU1OrZeyr4a233iIoKIipU6fyxRdfUK9FB1q074JaoaDYYMDv569RaIvIa9GGvDYdTGs1FmsjJg1GYWIRyxghc0yPvGwhlUyIpb3oTIfLoFzTlwVhVOQcYd3emogUVq+tN7MclptlTj0kkOzs0YUb00upDh8sIZ8bgNUYUtnXVg3NY5e5B+XfMzNKex5aBiCbP5tJMxYQElaPN998k23btvH111+TmZ7Gzm3G2DSDgyMpC5cYTXdLv8dh87+olQrC6jVEqVQybcZcVq5cSVZmBhvWrODRPq05EXvYeG9M2rNSadY0jU8k5jpZZpKKaNqcF6bMACA6OhohBLt27WLChAm4e3ii0WhYu3at6bolmjdvjkaj4cCBA7fF+qxer+f48eNs2rQJIQS9evWiUaNGt02dJ4Gx4uutbDanhipEeno6eXl5lb52dC1IkoSfnx+9evUiODiYffv2sW/fPvLy8qpVDkuEt27P1KlTuZSZR+0m7Rg8fDz2SiVKScK+qBDfn74GIPm5FzEgmWrumK/HOMnINY8oSVJqfg9lzXSWpCXvK6O1lPeUX3qfhXZloRGV1nhKZC15X3pdqfTai7UsZQnBvI6kPnSwLINZbhZyXI08ytXUyl5mGVnLOSzDSku06tv4xiAE9vb2fPHrOlR2DkycOBG9Xk+7du346atFCAE6vaCgQ2cyRo4FwHfyeBTZWbh7ePHKm3NZ//efPP744zRr3Z7Hh42hQ9ee1A6tjUalKCWLWbM2jq02HVeaPDOTLpyV294zcDBdunThx5+XEhgShhCCbdu2yccVCgVt27YlNze3RlMMCSFISkpi8+bNJCcn07FjR9q0aYOjo2ONyVQebGtIN49qIaSEhARCQkJq7AlGoVBQr149evfujUajYcuWLRw9erTaTRBCCGa/PpWMjAwKVK4MHfsKnn4BshnNa9lS1JkZFAbXJr3f/RiEQK1UGONRLMx0lovn5qdw2Uxnel8Su3J1MjK9KkfaskRUnmnNfLRCUpLKTuglcpgSriJRnpMFINvGZEIyBciat2vGIZWzVYTSc4BZrtKZJKyuUd5XcrZ5MnnntZcZ8/SjAFbZMlw8vBj+wlQAJs9agMHOhYP7dpF88QIABVo9V6bNkE13td6ZbgyOVSjQaosA6DtgINNnzufrX1bhU6uWfD+tLkRg7XmpME92gmVLvwVg1KhR7N+1lckz5rFmzzFeeWuuUd5S67xqtZp27dpx6tSpGvG8y8rKYvfu3Rw5coQGDRrQvXt3vLy8ql0OG6oWVc4QhYWFJCcn07Nnz6oe6pqwt7enRYsWhIaGEhsby6ZNm4iIiCA4OLjS7c4nT57klekzOH08HqVKSaN6YTz55JPY2dnx4YcfkpmZybMTXufpMRONkfx6PYHffg5A8vBxGBQKNAoJg0GgMpGS2sQ2VsXyKEs68poSklWUTImGYn5Reom/5InaMsbHsuSD5TiWPUmljpfsL+0gYDFpmgWrCFJJEysNyVItrECuq6E8pwUo+1RqmdaodJ49yogvIUmiJKBRGNNBJV1MRKEwxhuBMYu3nUpB/4ceJ+1yMl98+C5gfGhKPHeWdX//yZWUZJ4b9zIXxkyk17QJuC/9DrRaci0CwINCjPFYapU1QxodS4RZBGN5KslM1hJ2KomiYoNxXcnJmTEvT+e+R5/G2cUFpUIiopkxX15gYGCZ++bq6kqzZs04cOAAPXr0qBYnh6KiIo4dO8aFCxcICwujXbt2t32tNFsc0s1DEtdhFM7OzsbNzY2srKwbrjJ5/Phx0tPT6dix400LWRUwq/9xcXHY2dnRtGnTSq1Y2yCiKSfjY7n/kSdQKpXkZqby/IhhzJkzlyNHDsvtft11nMBatfBZs5wGLz+Hzs2dg9tjUbi4yJqQQlFi/zdrQOWlBrJ8b/aWK2NuMrenxI27PJOUJFEmY3hJH+WbFMymtvJ+TPKEbsmFZRtVuEsUFuIb6Imk03El7hSG4PLTThUVFnBw9xZadeqJvf31mXLM8pqvSeYUYZ1nr3R7sM7AYD7H3IdOXzIxaXUGo3ODMMYgCYzOClNGDWHn5vU8MWIsm9b9TUryRTR2dmiLjJrQfAcHJpvS/QiFgo2+/mzt2ZfBcz9BqZTQqEqq+WLyZjQH5UqWjGnxWgBZ+cWoFBJ6g8DBTklOgQ6t3sDhPdt44dmHWb9+Pf369Sv3fkVHR5Obm0vnzp2rLBDdYDCQkJDAsWPH8Pb2pnHjxjg7O990f7cyh93oGL/uPomjs8st9ZWfm8OQTvWrVN7bEVWqIRkMBs6ePWuVu+12gSRJBAYG4uvry+nTp9m9ezf+/v5ERETc8pPf1q1bUaEHID7mEPN/+htl6klyiiXa9n0Q/3qNUSpVNGzWGl8vb4oLCgk2PSknPzsWtZvxC2jWaDRKBeYkqVASd1R6bah03jnJNCOZ3bErMjdZ6kkl85exJLnBYoItbw1IWHj9lWgO5iBdixMsNSILAaQKDlnKAoC9PbrwCNQxR1AfikYbXL63ppVGczWNqQJCtY5xlaxklE1gFqRrrSUJq/tizKQhoTMYjJ+ZBAa9UeMt1htQKiRenfkRDzwSxdTxzwCwY8cO1m/fx7uvvwLAlIIC0u55kBcz0gjYu4u+yRfp88v3ZOTmkv7eh+DlLY9nlEWYiKnU5ZZ6uHB1UJNfpMPB5JWn1RsQQrDkozk0adGWvn37VnjrmjZtyo4dO4iPj5drmVUmUlJSiI2NRZIk2rZti4+PT6WPYcPtiSolpOTkZBQKBb6+vlU5zC1BpVLRsGFDQkJC5DRE9evXv+lsEtu2baNnz544OTkxd+5cpk2bxtnI9dRt1Bi34EYMbtAKswe6p4MGrd6A/x8/4HDhLNpavlwaOR6FnHkB1EoFBmFMsCkAlawRmeKMzGtGZRwaSjQoM5nIf0tNWBJYPVGXWNWEldmuNEp7/8mJU6USeawGAav2pQ5VaPYzH9O1aIU65giq6INoH3iofBYr1VmFVkELBpZz7ZVdRCrz3jI5rHV7a1XEfJ8FVrtRKSV0emHScBX4+AXg4tobtVrDm2++Qbt27eTqsGPHjkWpVPLVb7/zXuplnmzSgpHnz9IzOxPPv/9EAVz56geuXL7MkAd7M+7lqTzy+FMVE7FJBrPcGrUCBORr9cRE7WHcE/cB8P3331/VhK1SqWjbti3btm3D29u70n7fubm5xMbGkp6eTqNGjQgNDb3tU4GVB7On3K32cTeiSj/thIQEQkND74i4AAcHB9q0aUPHjh1JTk5m06ZNJCUl3bCb6wuvvoGDkzN5eXlMmzaNzp074+XmTHK+wMNeg5NKhbu9GmeN8VnALi+HkM/mA3DxpdeQXFyQAINByDnqFJLxvVx4rxyHBuNf43up1Hs5iLa0owMlC/altSz5uCTJmph5n+VfS5g1LqsjwuLYVe6b2TxZ1vut5J/OtI6kukYKoXL7p3zesiJGqfy2ovQ+EzFZO2JYtrC+Ur1OT8fGoUx7eQxarRalQkJluqf2agUOjk5073c/b731Fk4urqxatQqAkSNH8umnn5J4/hzOLq78HHuIXtmZzLrnAQDcVi1DOhrLlg3rOJdwmosXzllpuJawdM6QJGM6IiEgO1/Lxn9WyWQEXFU7MsPZ2ZkmTZpw6NChW3YOKi4uJjY2li1btuDg4ECfPn3uiLyUFcHmZXfzqLJPPDs7m4yMjDsuOaOXlxfdu3enYcOGHDlyhF27dt1Q6pRm9UJwcHTirQ++Yvzrsxk9ejRffPEFOenpaM2mG4yL2wpJIvDrT1FnpFFQpz5XHn8aME6ABlEyaeiFMLrryk/eogwZKUt515W8tzarlUcoZuIpiTUqZdsz7ZNNWKWOW5KQoJRV7iqWs/I83yxLX5T2btO3tHBsQBiPlhXV4rrKHquIGC0n69LEVKa9xQWW77lX0sD4WSlIT0tl+a8/cuZEvBwvZKdWoDcYP9PRL7+Oq7sHOpMX3eOPP06jRo0AozPOhn/Xs3fvXl544QU+PbifrHsfRBKCWh++x6GD+wBo3qodAKVjwM2l663Ws4D0PC0zX3uB18Y+Jbddv369nEnkWggJCcHV1ZWYmJjral8a5rIQGzduJCsri+7du8sxT3cyRCVtdyOqjJASEhIIDAy8I79ckiRRu3ZtevfujYeHB9u3b+fQoUMUmRaar4bp06eTn5vD798v5t5e3XD0DmTgsJdo26k7jioVklQSR6RMvojvN58BcOHVGQilCr1BoNMbCceoERk1Jb3BuHZhMK0dmUlGwtKxwUw2RpS4hpczw5be5Is334NyTrHQuCSLdvJTuYl8zMfLnfil0pN+WfKpSD5dk2YIpRJF6mWUSRetmlpet+U45Y1J6fYWslieb/n3WrCOs5IwrydJkoRKqWDbgRNs2X+MJqaCg2qV0VzmYKfEyV5FSFhdPvrmTwDef/99YmNjCQwMJDs7G4AOHTrIbtehdetz+eVpALisXsGY7r0Z+OhQ2nbogkGYzaymNS6Tade8FlhkIqPUnEKO7N3B2mVL5YfGhg0bXpd2VHKPJFq0aEFycrJVFeTrwZUrV9i2bRsnT56kRYsWdOrU6a5avLehfFTJGlJxcTEXLlygc+fOVdF9tUGtVtO4cWO5zMXGjRtp1KgRYWFhFZoTGjRogLdvAA3r16U4LwtlUDO61m9lnOqKtWgOH8RjzzY89u7E5eA+FNoiMlu152L3fqhNvsF2SoWRlEyTnN4gTGtJApWypNSE5RqS5VoRWD7xl9JmLGQtvfxibG86JsquN8llEzCVrDB7c2EmoJI1Jcv4l9KOD+VmWSilZZWWVZIARwf04RGoYmOM60iBQVbHyzgklANLmcxjVPQ0ar7GMv1bMqDF+prlWltp77vgkGAkjNquJBm1GJVJjS3WG7BTKbB3MnqRTZ06VT7Pzs5Ofq3X60m8dIWAoNoUNGpC1oCBuK39izZ/L2felz+WutCSl+ZrKNYZ/6blavn1i49Y8pGxDIq51Pno0aNv2Lzu4OAgm+569ep1TZfs/Px84uLiSElJkUvG/NcycQshbjmjxe2QEaMmUCUaUnJyMk5OTnh4eFRF99UOZ2dn2rdvT9u2bTl37hxbtmwp94nQYDDw+uuvk5t5hWeeehKNTx1CPNxwSTpHg9FDadOmDi2H3EPox3Nxi9xhTBEUVJuD0+dSoDeQnleAziDIK9abFsSNnmpmrUkITCYeyeJJuGSSLSlFbmF+oqKVjfKDSM3nW+XFs9RgJAtNTJLKkFVpWK21SKXaVWATK73Lcv1Db15HOnSwQs3Hqq8KjpU5r5TGVlr+ElNn6XtacRqjEi2r5D6Z8w8qFVIZs2v9evVp37UXXXrfS7NW7VGqVHIwuU6no13nHsQeiqJpi9ZIEqRMNGlJq5ajjo8FqURrLnG8ML4wGIyfd1Z+MSt+/lomo5kzZ1K/vjGB70MPPVTRbbwqzKa72NjYCtvodDri4+PZvHkzKpWKPn36/GfLQhgqabsbUSWEdPHiRYKCgq7d8A6Dj48PPXr0ICwsjAMHDhAZGUlOTg67du3ilXcW0LBxc+bPn8+seR+idPZE4eyNBIROHIXn5n9Q5uVS5O5BYp/7iZ4+l39XbmfD6j2khdbl588X8HjnBuzbuRmFBEV6PRJGl2EzJKmkGJ8kYfpbQj7Gv5KJNKyf/EtnZyjtxFDGdGZBPOURh+V45ZaysFiTKsOKFu/L4yRLorHUUoASx4ZDZXPaVURO18p9J49vJVdJ+5KyH1LZ/i2JTNYOSw4oFWWdTczrgWaZ9QZhrKKrVLLkp5XM+fxnet7zABqNHUqlkh9++AF/f38O7t1JoybNMQgDWm0x+iZNyHnAWGbC+4O5FvKa/ppUYPPDdm6hjqLCAj6aaazJNWPGDN58801iY2O5ePEiYWFhFd6jq8FsuktKSiqTxUEIQWJiIps2bSI1NZXOnTvXWFkIG25/VLrJrqioiNTU1Nsy9qgyoFAoqFOnDkFBQcTFxbH+339Zu2YNB2KP4eMfyEtvziHYGex96uDnao/rpvU4R+9DZ2/P37MXMfmzeeQdPUxbdzfqYiB52U/88/fv5GRlAjD1ucdYvfsYXrV80ekNaFTGhW+VKe2L0dRjXBdQK402I0sNBEpMbWVy2knWRfzMkEqzl0V3wrprKzOf7NpscbB0V+WZCstDRURS+q/ZsUF1KLpMu6u9vta4opzrNx4o24+smWIx+VsQjCkUyKpPs1Zrlsv82egMAo1KQb5Wh0opodcLXOxVCIOBgvw8AoJC5JRC4ya/xecLZnIs9jD+/oHc//BjpL48FefVK3BZs5K0uCNoI5qhUEgU64X8PQGjI4POICjUagFjoci3334bMGbIDwgIuOa9uhocHBxo2LAhsbGx9OjRA4VCQUZGBjExMRQUFBAREXHXZOK2mexuHpVOSElJSbi7u992CQ8rGwqFgtmzZ3Mw+hDvzH6PgQ8/gsIzGEP2ZRzcahHo5Q4GA34LZgFw/onn2F+QR8KZE4wePZoNW7azac0KHBydGDt6FI899hhubm60bd+Bzxe8w5vzPkfCOLHYW3hjgcnRQTI6OKjl+kjWmpJMPpT9a4ZVRgXz7FqO+ay89+U6CFgSWQXnW51Tpo+rm74A9M2aIxQKFCmXkJKTEP43NpFWeP1Y3wJhuRNKsWzFfZdOSWQ5r5hNquayFObgWa3OgINaiV4ICgx6DAbBfYOGotcVc/bsGdzdPRj5whR6tTA6H/Tsfz/d+t6L3iAoatiYnPsfxnXVcrw+eI/kb5ai1RlQmEy9ZtOvQjIGvyYlGsmtKiwYderU4ezZs5w6dYrc3FySkpKoW7cu9evXv20ycVcHKsNL7u6koyogpP+quc6MoqIiJkyfxYql33IlNYXXF36Lf/PukJ9JfvIJ0OtxcnZFksB13Uoc4o6gd3Yh76VXsNu1G4DXXnuNJUuWWHlCmTF1ymSmT59O73sH0rFHf5QKiSKdAQeNEoPZW8ogISmMQbJ6s8ZEOQ4N5r8mtUXWhEwzbrlP/lhMzKX4oXRArXmyVZSaeKGsCa688y1lLI0KH6QdHdE3Ckd1NI6iHVvJ6tad4mItBr0evcFAsUkDSDqfgMbODqVShVqjQaOxR2Nnh52dPdJV4luuqclZkI6VUiWVyiFnwdCW2S4k0zFhML7WmxxVzK7YDmolBVo9Pr6+jBg/Wf7MDULQo/8DeHp6MW32RygVxrUXvRCkTpqGy+oVuKz9i5TDh6Bpc/K1OtQmpwmDKcGeo1qJo8lxYtmyZbi6uvLss89e44qvH0IIPD09iY+Pl7Ps/9cfTG2oXFQqIRUUFJCenk6bNm0qs9vbBpmZmQwcOJDde/Zw/2NP0/OhoTRs3By9AC8PLwovKXDw9Cb9XByFmZcI++h9ANKGjeaynTNhYXUBY6xHRR5No0aNYtu2bbzy/BAWfL+Szp26o1RKFBbrsVcr0elBrUR25TWTgWVJCtMLa1iu4VxFE7JqVtrDrlSlVkvxSztYlAer9uVM/aU1CiEEhQX5ZGdmkJOdSX5eLvl5OTT29SHkaBy5m/8lqU5t1GoNCqUShUKJwWBM2VRYmE9RUQF6nQ6ttojioiK02iIkScLB0QkHJ2ecnFxwcffAxdUdlVpdykvPJIP8n7WHYBmvO1FCViX9mNeejO8Mlv1LJeuDRvOr0YtSrzfmlisqNhjX5xBoVEqKivV8+MXPxvx6phupMwhUComCeo3IGTAQ1zUrcVu9nAsNm4Bk9N5DmPLnGYxaU1BIbTr27M+2LevZtm1bpRCSEIJLly4RGxuLWq3Gw8MDBweHu5aMbCa7m0elEtLFixfx8vK6oxcsk5OTSUxMpG3btlb79Xo9Pfrey+njR/nkh7+o06wNeiHQ6g142mtIT0pAZe+IZ0g4XsH1SE88TZG2AAfA7e8/cX7sWXZv+QcAb2/vCsf38vLixx9/xMfHh8nPPsQn3y2jXZfeRk2p2IC9RoFWL3BQKI1mPKXRecAgSkxC13rML6MJWe6/CqlYun2XNk+Zz78WrrWuU6wtIv3KZdKvXCYrIw2dToeLqxsubu7U8vXH0ak+Hv3vgy1bCEnLwKutdWhBYWEBqZeSqNuwMfb2xpyE5msyGARFhfnk5eZSkJdLXm42ly9dpLAgH0cnF9w8vfH09sHF3ROFQlEiqQU7WZnkSnbL90V2l6eEsAyiJE7J7A5uzk2oM7GUua1apTCa8DRKCov1qJVKOQGqVmeQY8rM0fx6k/k2r3EzXNesRDJ5f+r1Qo5XM8ulNw3y7iff07upHwBRUVG39ACZnZ1NTEwM2dnZhIeHU7t2bXJzc9m6dSuhoaF3ZWxRZXjJ2bzsKgF3urluz549BAQE0K5dO44cOWJ17ImR4zkcFck7H/+Ppq07oFEqqOVgh5+TPem52RSkX0TyrE1WoY4ivQo73/qc+vJX8v39sTt/lqZP3kfxsTgiIiJ45JFHripHrVq12LRpE7XrNmD2tAlkpKUaI/4l0BYbk3Jq9QYkjBOcwbS+JBDleq+V3rD4W9r7rryMDmVMe6WOWaUgusp55UGSjCR08fwZovfuJHL7BpITz+Hk7EJEizZ07tmfFu06U7dhY/yDauPm4YVoY3xYUEUfvGb/VtemMGpH3j6+BIfVpWGTlrRo35Ut23cxfPgwunZqR9f2LZk0djjxh6NIv5KCwWBMOjpvzkyaNahNbR9XHh7Qh2PxcVZjnDp1nAf796B14zp8OG+2aVzjwJ1bNCDY056D+/cCpqdfAe+8PpmnHu5vUXJekmtgGYSQK72qlMZ7aa9W/p+9846Povra+He2pPfeCyT0Hnrv0ot0RUBARESkFxUUsdCxoAgiVUFARJTee++ht4QQQkjvbcu8f8zuZDcFkoDvz/b4WUlmZ+7cmezOueec5zzHjElojDzqRBGts9QbSJ2cKKmAqxWSRJFSQClIquA60aBuoVIx0tAx1lgUq9FouHfvXom7Kufl5XH58mUOHz6Mo6Mjbdu2lWXC7O3tCQoK4tq1a88e6D/8BxO8MIOUkZFBampqiWVH/mq4f/8+/fr1w8XVHRsbG4YPHy6/l5OTw8bVSwGoXL0OO7f8zNK5H7Jkwcd8MPEtnlw9BTZOaNU2pOdpSMjOJSVXwxPPQMJ/2kWWjx820VEsObiTlxITeX3IEDIyMp46n9atW3Ps0H6yM9NY8d0idKK0NlcqBMkoCVLeQTJKInq9YZWdb5OKRaG6oyJyTwXDU0UdV+i9AkbJ+HORagyIJMXHcvXiGU4f3UdifCxevgE0bN6O2g2aEli+Ao5OLiiKqFPR1aglERtiHyM8fvyMq306vlo4j7WrVjD/i8WcunCVT+ctYuvWrfy+9Tfu3bzKuWP7+fj9SXz39Rd8Pv9Ldh86iYeHF327dyIjPV0e570J79K736usWvcL+3Zt5+ypE4b7Ii0DLK2s+Gzm+/K2ggEZhSB5M6aNGAv+K4CcFzKSWYz761wkg6RKSix8jEphthgBSE5OxNbWFjc3N2JjY/Hy8iIkJAQPDw++/vrrYu+XXq/n/v377Nu3j+zsbFq2bEm1atUKFcRWqFCBxMREkpKSnvk3+KfBGLJ73te/ES/MID169AhPT8+/pVSQXq9nyJAh5Gn1rPztEC079ODs2bPExsYCcOzYMQDKVajMoo8m8tmUUZzav40njx+RnRCNo5WC37f+DkBKQhwHNqxgzqQRzJk0gggLC86s2kpqpWpYZmSw8MkThl26ROdOnZ7ZedPPz4+3336bTSu/ZebEN9n80wqSEuJRKqRQj1qlQKOTgm7GxDnGcFxxRqcI4/NUL6jAcfL7xYxd3P5GaLVaYh5GcPb4Qe7cvIq9ozP1mrSiZt3GePsFYGGiTFDwfDJsbdFXlHTelJdL5iUVh3NnTtGxSzfad+hMQGAQ3Xv2plWb9kQ9fEjdJq2pWK02P6/7kZd7vUz5QD+8vTz58rvlZGdnseWXn+VxUlNTqF6zFpWrVsfTy5v0tFSz8wwcMpyL585wYO8u2RvK90ql65ONjJwPNL5v8KAM2y2UChAk42TU/pMNUnISCkFApTB6SAoEQVL2tjIw+e7euMLZI/vIzMzEwsKCkAqVSM/IpG3PAQCMGTOGx0UY+ri4OA4dOkRERARhYWE0bNgQe/ui+/5YWloSHBz8P215/r+CMZz6vK9/I16YQYqNjf3beke7du3i6NGjjJv1Jc4e3kRHRQCwYsUKOnXqRLt27ajXuDkdu/Vh7/Zf2bhxI5GRkWz/9We+/vprrly9RsyTOHKys/hg2MssnvsRCbExHN21lX2/b+KRhQW7F69mc73GiIJA08uXWW5lxdw5c9DpdE+d28cff0zTpk05f/Iocz+cSOuw8owZ3h+VUpB76uj0Yn79jzEBb5ZAL/Cv4VFXkCpe3L+lRVEGSq/XER15j7PH9xP3OJqg8hWp37Q1geVCsbK2MTu2qPMW/ILKBbIlDNsVN88GjZpw5NAB7t65jYDAtfArnD55nLbtOyIIAimpaSQmJvLK4DewtXfg9rWL3Ll6gbr1GnDm9El5rMnvf0i/Hh0p7+2EQqGgVdv2ZnVgfv6BDHz9DebOmo6+oPop+cZHajsiGlrV5xcdG69faejXbjRaKqUUlhMNeUlVcmL+YqSIa7ZRqwgMqUjXvoMZ+96naLVafAOCWPXbQWbN/Za3Jkq1SadPn5aPycjI4PTp05w7d47AwEBatWpVopYTISEhJCYmkpyc/Mx9/2kQn/P1b8ULITXk5uaSkpLyt2ykJYoiU6dOpVLNulSp34R0jYYGrTpw5dxJPv3sc8pXrs6ET7+ia/c+9G0bxqBBg+jTpw8g6XJFRUWx7se1tOkzhN1b1hHzMJLw8HAqVaqEX3Ao676Zyw9zZwCgVKkYKIqsAEL37qVl5cocOHCAqlWr4u3tXSTrTqVScfToUUASpPTx9SU+NlZmI0g6d1KPHQtVfqitoPEpiGcZoWcZo4IEiOJWdKIo8jj6AQ/u38HSyopK1Wrj7Opudq1FnasoernpOXV16sD6H5/LIAGMnTCZ9LRUGtapilKpRKfT8f6Hs+jVtz8AcU8kL9nHzx8vbx98A8rzODoStVIg4u4tMtJTsXdwpG37jly7F0N6ehquru7SvBHNcnTvTpzGxp/W8Num9fTs+6rJxRZdRKtQGCV/BDk/aPRldaIo98hSCAKim3ROZUoySp0OnVKJUhAMxEiJpakQBERBxMPBnn6D30SlEHjtjdEyW0+rFxn85rsc27+Dt956i06dOnHnzh0iIiLw9/enTZs2Ztp6z4Kpl9SwYcMy/oX+w78JL8QgxcfH4+Dg8Ldk1507d47w8HA+XbYBhSAJljZv35VHD+6TlpyAvb0jQUHl+f3nlcTFxjBhwgT52Dt37mBhYcH9+/cZ4BPAsk8m0a1bNypVqoQoiiTGRpOTkyPvv2P7ds6cOcM306fzDlD+q6+45OnJZa2WiIgIqlev/lRWkk6nA1Gke+/+GPXRRER0otTOwii6WhzK6vEUNU5BNp7pNuO/KclJ3L15FZ1WS2jl6ri6e5apUr+oQ4yKDcqLF57run79ZSMbf17HspU/UqlSFcLDL/P+lPF4efvQ/9XXTAy0IZymUuEXFIKrhzep6Rlcv3ASd28//MtVwNLSEktLdwPDrrCFdnVzZ8TosSyY/TFde/ZB9mFkFmD+9cpGSUBWeDdKRoGAMbOmEAT0iIhOzoiCgCCKKFOS0BmMohTe1WOpVpCn0aM3yGrYWChlLwttvsemUCho3rYjty6eYPv27bi7u9OsWTMcHR3LdH9DQkLYu3cvycnJ/xhty2fBWDf2vGP8G/HCDNLf0TsCiIqKAiCgXCgqhYClUsmsT6Zw88oFQqrWIOLWdXb+ug6A0aNHU6NGDUCquYqKiuLOnTvY2NoRffMKGZlZLF68WH7faIw+++wz3NzcpNBfvXpU//BDeur1VAbKv/8+qRs3EhcQwOHDhwkICKBSpUpFrkRXrlyJQqnk5b6vAPkPfoUgKTrkywyZtKcohadj+u/T9jP+DgUIEIY6JZ1Ow71b14l7HENAuRD8AsuhUBQtolkoN1UEndwI03npatRCFAQUMY8QnjxBNISQigoXPu27/eH7Uxg7YTK9+vQDoGr16jyMesAX8+fQ/9XX8PCU6NFxT2Lx9PLGyJVPSkwkIDCYmvWbE3HnGpdOHSYotAquHj6S8RIEQ3La9NrgjbfeZe2KZaxZsTQ/R6QQZKakkRauEEzurWFHpQkZwrggMbYnEdVq9E7OKJOTUCYlonT3MFy7tEjR6vVyblGlkJouCoZzq1UKNFo9aiAtJYlaFYOoEeLLr7/+ypo1a8q0iDDC0tKSoKAgbt++TYMGDco8zt8JLyLs9u80Ry8ghySKInFxcX9bg3TkyBHcvXzw8Q2Q6oq0GsLPnWTq5ImcO3qAB/fvcOzYMX755Re+/PJL+biIiAg8PDzYtGkTtes34eCurbTv0lPOoz18+FDed9SoUbzxxhsIgoCzszPf/Por33TvTiRgAYgLF1K1alVatWpFdnY2+/fv5969e4VyDevWraNdx244OjsbDBEgglYnrciMLSuklXXxD5FnEh6Ewi/T9+VxiqB6pyQlcu7EEXKys6nXpAWB5fIVnQt6VE8br7jCWRl2dugrVARAeenpYbvi8lIA2dlZhVqJKJVKRFGPgEBgUDAenl4cPrBfnlGeJo8Tx49Qr0EjrG1tqVyjHuUrVSfyzg3uXLuIRpMnX4fp30EE7OztGTNhGosXziEjPc3E0EtJH+NUjEW0EmlBMmbG3kZgNFjGfaW/u5HYoE5OksJ1UoxP8qwQUCsVZoQJIwsPQNDnEnsvnMSIK9i7eTNz1qc8fJL8XMbIiJCQEOLi4p7JLP0P/+G5DVJ6ejoajQYXF5cXMZ//d+zatQsHRycEAaxVSq6fP01WZgatWrUCpIdTkyZN6NWrl/zg0ul0PHjwgLt373Lq1Clad+xOVMQ9+vfMbwNtKqtfMNzRvXt3PtqwgcEGhpLTxYsgitjZ2dGwYUPCwsKIjIzk4MGDPHz4kNWrV9OgcTPCw8Pp2KUHOr35+kk00L7zjZJpeEdCIeNSTC1RcfVExb1vhF6v597tG4RfPIN/UHlqhDXA2trW7Pym8ygJist/GVlIRmKD8jnySB06dmHB3M/Zs2s7UQ8i2fb7byxZ/AWdunYHQCEoGPn2GL5YMJvtv//GzetXGTNyGNbWNvTqK7HSBIWAq7s3tRo0RxRFrpw5SlpyYtGsAuDVIcOxd3Bg668bpfkXaEOhUkqtKRQK8tl1Ri9JYRBmNfGaQDJ2RoOkSEyQ5mVYsOhF0VAca/DYBMm46UXQanXEP7zHvcsnUCgUPEnTsnzZUjQaDY5OLybEZmVlhbe3NxERES9kvL86/qN9lx3PbZDi4uJwdXX92/Y1sbCxxy8gCLVCgVIQOHlot1wcWxxiYmJQqVRMmjSJ9l17Y2srPXirVasm72NnZ4ebmxvTpk0rcgxLS0tqvfIKWsAiNxdMPCpPT098fHxYtWoVR44c4c6dO3h4eDHvq2W079LdbGVrhCiK6PSimVEqMvT2FKNiuk9J3jciLy+XK+dPkRgfS1jDZvgFBKMQFE8do6znMjVm+jrPb5BmL/iSbj16MXHsOzSsU40Z701myNA3eG/6x/I+74ybyJujxjB5/Du0a96QxzGP2Lh1RyHKs4WFJZWqh+EfHMqtK+d4HHVffrAICHLIU61WM+m9j8g1yS8qFeZ1SAoDbdLY30j2bAzGJF8YL9/T0RsMkjIpQfawjOoMopjfylxAQKvTk5rwmIjw42SkJuBXKQyvctVYt3YF+3b8RvyTx4wbNazM97UggoODiYqKQqvVvrAx/6r4rx9S2fHcOaS4uLgSUUD/irhx4wbJ8bHEP4k1qGeLREfex8HZ/amhioiICMLDw0lKTqF+kxbMmvIOjZq3oWrVqvI+Xl5exMXFPXWcamFhhAO1Ac6fh4AA+b3du3fz448/snXrVn5Y/RP1GzTA1dMf9DoEpVpeIRu9pYz0VBIT4gkOCgJLSxR6vVxEWRTjriyRmKIMXEZ6KuEXz+Dg6Ez1OvVRqVSF9itoVAqqjpdE0cFsPGMuvnbpqN9F5cfs7e35fN5CPp+3sND+oknYbMr7M5j83oz89+S559d9GUNvnr4B2Ng7cDv8AhlpqZy6dEMu8DXKCPXo3Y8evfsZDJZ0QZJREuUxpd5XhlCdCWMv38MxMXaIsoekTEqUzqWXZIV0hjyTRqdHECAnM5WEh7fR5Gbj6huCg5u3lLtCpHGzVhza/QfHjh17oR2fXVxcsLGxITo6mqCgoBc27n/4Z+G5PCSdTkdiYuLfKn8kiiJ37txh3759VKlShUePHhFStTYZGi05Wh23rl6kXpNWxR6fnJxMWloaq1atAgHmTB9Po4b12b1tSyHj86z4e8WKFTGWDebdvWv23siRIwFo36UndZq2pXz1BmRnpXPrwjGSnkTLkjbx8XHcuXWdt4cOoF2jGoR4O5CSlCCHtQqF6IrM3RT9b0EUzCslJ8Zz8cwJfP2DqFozTG4x8EwiRWkNUDH762rWBkAR/RChhLUuZTHEBYuEpW3mP4vGHwxv2Nk7Ub1uE/Lycrh5+SxaQ14pX5E9Py9kHFsOz5mMbzynQhDM3hMo0BZeENC5SrVIRoNkbJJobHcvavOIj7zBo1vnsbF3JqBqIxzcfOQrzNXo6dz7Vdw8PFmycn3pb9RTIAgCwcHBRERE/OPDUf8VxpYdz2WQEhMTsbS0xM7O7kXN54VCr9dz4cIFxo4diyAIDB48mKVLl1KhQgXatWuHvaMTSpUKXz9/9KJIbMxDEuOf0KdL62LHjIiIwNPTk/DwcHKzs3n11VfZsaNw+KYoiKLIsmXLZAUIOzs7Ygzv5dy7B0g5uUOHDjFq1CgAehoYdTZ2DpSrWhe/8lWIi77PvfDTpKQkMnPqWPp2bs2pY4fl88yf/YlME4aiH6jS9uKNkVDEyxSxMdGEXzpLhSrVCSwXWoQxLiJv9Rz58SKNkr09eneJ3iw8jDLbr7RGr8hzlnAIscAPxnOrLSypXKM+agsLrl88TW5ONoAZ0UEyLAXPK5jdN1MCg2k+yfQwETHfICUmyjkohQA6vY6kx5FEXjmBXqchqHoj3PxCUKrUsucl9dZSYGdjQ7Va9bh768Xr0Pn5+ZGVlfWPlxPSI8rU7zK//qU8u+cySPHx8bi7Pz289b+ARqOhYcOGKJVKwsLCZHbcmjVreOutt+T9LCytqVqrHlVq1UWp1aBNlVaWxYUUNBoNjx49okKFCnz88cds3ryZFStWFNLxKg7Xr1/nzTffpEGDBmRnZ+Po6CgbpCu7dlG5cmUcHBxo1aoVv2/bzifzv6Zhk+aAMTENdi4ehNRqTGp6FlHXztG4fh2srSwQRZGlS5dSrlw5NLnZIObnJaB4r0j+pSirUwDGXR5HR3H7+hWq16qLt49focOLGqYkDL6SeFaFyBS+/oDkJRW1f5HjCCU7X1FjPc3DBPKNkiD9qFApCa1WBwcnZ25cOk2eIW+U790UMYbJFqOskGj2Tr5RkmuJRNC75ofsjDmotKQ4Iq6cJC3xMb4VauETUhO1hbWhoNaQsxLAQqWQjJpepG7Dplw4fbxIoVVRFMnMzCzBHSsMlUpFQEAAkZGRZTr+Pzwd3377LcHBwVhZWREWFiYX1BeH3Nxc3n//fQIDA7G0tKR8+fKsWLHi/2m2ReO5DFJycvJfkl2Xm5tLWlraU/dx9w1k1PzlVKhVn48njGBQ12ZkGI4pjp76+PFj7O3tcXR0ZPr06bz88sulMsaXL18GpNqnGjVq8MMPP2BUDBPi4qheux7zv17GjkNnOBV+n1cGD5eT4aIokSkiIyLYt+MP+r3chWHDhpKWmsrixYvp378/lpaWuLi4cPHCebQ6rZwzMKJIu1Nw+kW5RiYHPX70kDs3r1KjTn1c3QqHap8V9isKBdmAz9zfZHTRoC6viI4uxRlLfr6SGK6Ca1lju4f8sJtAUIVqOLm4c+OS5CnJLc9NjivoKcnjieb7CaY32UB8QAC9wUNSJCWQlZlO5PXzPLp3DVefQIKrN8TGwcUsRIjB0IkGJh6G/Fbnl/uhUCjo37+/mTej1+uZM2cOzs7OpKamPv2mFIOAgAAeP378jyY3/C9Cdhs2bGDs2LG8//77XLx4kWbNmtGxY0e5zrIo9O3bl/379/PDDz9w69Yt1q9fT6VKlZ7z6p8PZTZIoiiSkpKCk5PTC5zOi4GdnR3Xr19HFEUp12NA06ZN8fDwwN3dnZzsTGYN6swvy78kwN8flahh7sdTcHByZsGSVUWOGx0dja+vb5nn1bx5c7k9hx4FX329GMFLasFdLzCYuV8vo1f/16hctTpKpVKm6wrAtfCLdGxam5ca1+Dc2VOAtCD4Y8cupk+fTq1atXB2dubTTz/lxrVwzp09h0qhQK8v5oFaAo+oIJ7ExnD7RjjVa9fH2aX4nk6mpzA9VUlPWRqjpPcr3kMy3e9pobyy0NALHZPPTShwjPSegEBQhao4urhy4/JpNHm5hloyEwOBMa9kfAkmL/P7pxAE9Pp8UgsiaJ0kD4knsdy7cgpLa1sq1G6Ks4e/NHvDuBJ1XJAVIoxQGwqrnZxdWbT8Z86cPU/nHn2oWLEigiCgVCqZNm0aGo3mmRqMxcHBwQFra2ueGPo2/RPx3OE6sfRKDwsXLmTYsGEMHz6cypUr88UXX+Dv78+SJUuK3H/Xrl0cPnyYHTt2yK1D6tevT+PGjV/ELSgzymyQ0g3S+yXJnfwvMXjwYEOdjp6jR4/y5MkT4uLiOG9oDwAQn5hE826vkJqUSJ0GTYm4fb3QOLm5uSQkJJTaIF24cIGQkBCOHTuGn58fCxdKbK7R46dy+d4TPl//GwDKuCdmS23p4SPRc6dPfpcebZvg6uaOg4MDK7/7iuCQCgDcuXmNO3fuMG3aNB49eoRer2fuvHn8tPp7qYGfwlgYifngReBpeZeU5ERuXr1E1VphuLi5PTvJ9JRTFTRURR5XwhCe3ughPZI8pPz24qLZfgWPexqdvMwokEOSQ21C/vag0GrY2TtyO/w8ep1E7jUVUC2OOGF6CoH8YlgEo8yMSKI+FwBVSjIhNRrhHVwJhUptZoTMPDJTkoRgHFcqtG7QtDXD3pnIqaMHuH37tnyMq6sr27ZtK3NkRBAEfH19iS6jR/t3gNR2/vlfIDVANH3l5uYWOl9eXh7nz5+nffv2Ztvbt2/PiRMnCu0P8Pvvv1O3bl3mzp2Lr68vFSpUYOLEiWRnZ7/w+1EalNkgJScn4+joWKjK/a+KgqG10NBQrA0q00EB/gQ6KnFxciD2URRhNSoXOj4mJgZnZ+dSt2Vet24d9+7do1mzZkydOpUBAwbwUpcevNT1Zamjp4Eyr0xKBI0GgNS0NDauX8OhA7u5fPYU61d/D8CCeXNk5eSIu7fla3Lz8EIURUaNGkWlSpUICgzk5W6dOXF4L7k5OQZxzmfcHxMPouB/2ZmZXLlwltBKVXFzfwrFvxRukFDEz0Ud+ixD8SwPyYiiDFVZUaThLrBJYSg8Nb4le0AKgXKVa6BQKLh345JZnZIpiUGaq+EYwbCHidGQIUJGSiJ3Lp8kLlfK7aiys7ES8usC5ZAcyIoQ+X8qyQOTCqvB2kIpqa88ieHLz6bLYxgjDgkJCXTu3JnngZ+fH3FxcWgMn/f/UDz8/f1xdHSUX59//nmhfRISEtDpdIXKbzw9PWUCVUHcv3+fY8eOcfXqVbZs2cIXX3zBL7/8wttvv/2nXEdJUeY6pJSUlL+9WKKbmysPH2Zx7do13nnnHR4+fEjdRsEcOnSItLQ0M6HTsobrWrVqxYIFCwBYsGABb46ZyLuTPsBCLd16vasrokKBoNejTIwnPDGJgS93INlA3e3RR2LZjRo1igCTOiUApVJFaKXK3Lia39323XffZcuWLTRu2pw+vV5GiZ6AciEEBpVDUCjNHpwlYaJptRounz+Nr18gvv5Bhd4v9gEvyDuUCAUNlFkSXyg+pi4aDJJQghV3QZ28Qr8/5TymxzwLxjFlw1KQ6CAoCa0exvXzJ4mOuI1fuQoYc4XG/YzMtyLnIICoh5ycLGIjbpGemoSHXzlcqjVAVCoRdDoUSQlofcy7NxvnpdMb1DwMJzB6Sg+jHvDpB+PJy80lKTGf0HDjxo0Xmluws7PD3t6ex48fF/pM/xPwImjbxuMfPnxo9hx6mtp6wUW3KIrF5rj1ej2CIPDTTz/JSjILFy6kd+/efPPNN1hbWz/fBZQRz+Uh/d0N0tSpU+WfT506hSiKdOo7mIfRj2jZsiUJCZIES3Z2NsnJyfj4+JT6HJ07d6Zthy4AuHt4kZmehlqtklapglFvzBiyEZk9cxqu7h6cO3cOgAP7dgMSg6agBJFWq+HG1StYWlnh5+dH06ZNqVy5MgqFgjatWvD57NlUrVWXuMcxnD52iPj42FLVgIiiyI2rl7GytqF8hcJeIxQd/iqwQ5mYDkV5SkV9t2QP6VE0gt6ky20RYbrnQYlCekYvSHj2PVGrLQitXofYR5GkGB7+RjFc4wPNlORgykbUabXEPLjN7YvHUaotqFC7CW4+QQhKZaHi2PxbL8i6h6IIGp0ejU5i1eXk6cjR6DiwZwfHDuzm/p2b3L15jY/mfYvawoKdO3eW4k6VDL6+vjx69OiFj/tXgB7xhbxAyrmZvooySG5ubiiVykLe0NNEC7y9vfH19TV7plSuXBlRFP+n4dQyGSSdTkdaWtpfktBQGpi2Kd+6bQcAV04fJSc7i4sXL7J27VpAYte5uro+s72GXq8nLy+v0PZpk8bh7u7O45hoThw7bIjlS48KZXwcgk6HqFCgdfPk2pVLDHp1AFWrVkWpUkmaaAZ88803nDp1CisrKzPjGFavAdk5ufTt25ePP/6YGzdusPT75VSpEYadoyv1GjcnIDiEm+GXuXTuFJnp6U9N7hv/jY6KJDU5iao16jyTTVhQ666IHcz/LQGKzD8VMEyit4/UdiEvD6EImnJR84SiPbuyrGoLchmEIq6zKKYjgI2tPcEVqnH/xmW5Rsl0/4LzkVqaPOL6uaNkp6UQUqMB/iFVsbS0QkQKyxnbTgiJiWbhPa1eT55OT1paKgf37qJby3o0rORF2waVeXtIb44f3IO1rZQPToiTHmwfTRqFJi+PrVu3PrO7cWnh6+tLfHz8f2G7FwALCwvCwsLYu3ev2fa9e/cWS1Jo0qQJMTExZozi27dvo1AoZOLV/wJlMkipqamo1epS51P+KhBFkR07dpiJRyYnxBEcWok927fQoEEDhg4dSv/+hiZtJZBHevDgAQEBAVhaWlKuXDkaNmzIa6+9xrBhwxg/fjzx8fH4+Pkz7aPZZuKJilipEknn7gEqFQqFEq1Wi0KhQGegxvbo0YNmzZoxceJEuYZp6NChgLSCcvfwIjEhnjFjxmBpaUmVKlVIjI+jQmh5w4NXwDcgkIbNW2Nn58DZk0e4dT0cjYnxLGiMMjPSuXv7OtVqhRXbVrzMKPjQfoaD9VSo1YheksL6s/JIBSHnlZ4jvGJKCCiywNWE4FAU3Lx8cXb34t7NywbZoPz9jaE7gIzUZG5eOkXMgzsEhFQmpEZ9bOwcMDg+UvhNzBdYVSUl5hsjnZ6cPD2H9++lUWVfRg/pTcTdm3Tv1pXXBw1Em5XKu0P78N38mZQzeMLN2rwkz/Hw4cN4enoyb968F6ayYGNjg62tbZG1Tn97vAjKdylv8/jx41m+fDkrVqzgxo0bjBs3jqioKFnxZdq0aQwaNEje/5VXXsHV1ZXXX3+d69evc+TIESZNmsTQoUP/Z+E6KGMOyUj3/qsVxJYUr7/+OqtXr5Z/Dw6pROXqtdmxZT1KlYq1a9cSGhoKSN5gQkICVapUeeqYKSkpcgjiwYMHREREyG2gK1SuxqwFS+j+ch+sbWwMSWXp3qkeS5VIOm8fRFGkUtXqHDp2kpcMITuAMWPG0KpVK7Pzfffdd4DEwnkU/RBPL2/6DRzMlo3reRj1AICoB5GGXkl6LAQFarWa0MpV8fUP5M7Na5w4up/yoZXw9Q9EEPLXJnq9nuvhF/EPCMLZ8IAr6jlU3Eq+YG6mSBRnlIo6TxFvmZ5b7+eP4nEMQvRDMNETfPrpzedYludsSeqnistRmV5TYEhlrpw9SlxMFJ6+gWZzy8vNIereLVISnuDlH4yXfzkEoxQQUj5IrxcNjfhEM8VvvSi9p9GJ7N+1lUkjXzOb26xZswgJCUEURY4cOcLs2bPZtWsXdeo3ZsibY3F0dGHbr/kSQpMnTyY2NlbOiT4vPDw8pIVaGULhf2WYsuSeZ4zSoF+/fiQmJvLxxx/z+PFjqlWrxo4dOwgMDASkKI9pTZKdnR179+7lnXfeoW7duri6utK3b18++eST55v4c6JMHtLfOX+UkZHB6tWr6TNkJO269QWg//DR7NgiffEWLVwoGyOApKQkVCrVM+ntNWvWZObMmQAICgXWNvmtF+7cvMaSRZ/z9tBXOHpgj+FhIrWHUBk8JK2hHqlthy4cObDXjH5ZsWJFDhw4wLBhw+jatStt27YlISGBSe9/yI+btnLu9AmexD7m1ddeZ9bsBYSEVmDgkGHM+GQ2WsPDylivIiBga2dPrboNqVajDg8f3Of08cMkJuSvVKMi7qHVaikXmp/Iftrao6j3ypyzKYO3JBagfv/ZKDFTTyxBKBOpC225itWJun+TnOwsyevR64mJvMuV00cAkWr1muEbFIpCqZSNmigiExOMqt5GgyQYDFKORk9Wdq6ZMbKwsGDdunWEhIRI+woCLVq0YPv27WzevJmHEXcY1rejbIzcvHyZ9cX3NGnZjoULF76wh5aHhwdxcXH/eG27/y+MGjWKyMhIcnNzOX/+PM2bN5ffW7VqFYcOHTLbv1KlSuzdu5esrCwePnzIggUL/qfeEZTRQ0pPT5cb0f3dcOuWJGdaqXI1Wnbtx6SP5nJg51YAduzYQceOHc32NzYfLIk3OGPGDCZMmCCHMu/fv090dDSRkZFcv36duXPncvTgHlb/soPmLSWPRxUVCYDWzx+FQqD3q0PYtmUjF25Gsn//fnbv3k3Xrl25cCFf0bpNuw7M++IbXnt9OBF37+Lj60eT5i0IDAoiOLgcnbp058TxI/y8ZgUBgcG8MXIUKoVQKOHh5uGJi5s7Dx9EEH7xLM4ubgQElef+vdvUqdeoUEsRU6+kkHxOEQy1EnlKRaEgze4Zb5WU+m2K56F/Py0PJRgmKEo75p+vmIeu8XocXdxw9fDhwd3ruHn5EnXvJmq1BZVq1sfeUVr8Ganbxg6zIiJKpYBGm9+ZVmuoD1IlJZGr0RMfF8tL9SvI57ty5QoVK1bEwsKi0FwUCgUvv/wyXbp0Ye3atWRlZTF9+nQSYh+xYdV3vD7iHbx8fJk+fTqiKDJ9+vRCY5QGrq6u5OTkkJmZ+ZfVwywL/mthXnaU2iAZtayMPYD+LhBFkVeGj2HT6iV4evsSWEmqBREsbfj+i89o37VXIWMEkl6fcSVZEpjel/Lly1O+fHlatGhBREQEc+fOBSC4XAhanYiFSkB19w4A2vKhaHUiOo2Wi+dO0+fl7rRuPQxbW1u+/noxM+d8QdOmzalSVeq5pDT0tgmpUIFLNyPkp/SJE8c4c/Y8c2dOQ6uVEsYvdexMUFAQCoXBMzN5UioUCgKDy+Pt48e9Ozc5f+YEtnZ22NnnU00Lojjb/DSjVGrj9IwQnmmNjl6mfpcuh1RaFLy+p12bmeEUDZRcEYxt3ot63rh5+nDj0hnSU5MIDKmCu5cvctFQgVAfSDp0RqacNKaI1tngISXEo9OLxD95LO+/dOlSqlev/szrtLCwYNgwqRfSq6++yvbt21m3bh0TRg1h/ndr0Ot0zJ8/n6lTp5ZYx7EoqFQqXFxciIuL+0cZpBdJ+/63odQhu9zcXLRa7d/OIC1dupSfVyymz8iJ/HrgPBUrV0OlEIh7HE1i/BM69+zLzJkzmTdvHtOnT+fNN98kIyOD1NRU3A2K0gCxsbFs3ryZ7t27M3HiRFnry2ios7Ky0Gg0ZivihIQEJk+eDICLuycjB/UhKS4WUQT1XakKPq+8tIpNSpSK3IzGa+rUqdjZ23P04H4+nTmdyxfPM/ODyZw6eSz/oWz49/VX+9CjQys+mz5RNkZu7h6ICORp9eZKEAWMioWlJd4+figUCpRKFSeO7CcmOqrU4ZSnhe9KEr4q4uBnwlTP7mnGsqg5lRYFyR+Fej0Zw2mYTF32moq+l9q8XCJuhXPrylkcnFxQqy1x8/TJ98oNh5kKsioUgsysM4ZkRUDrkt+CQqUQ8PCW7s2CBQsYMWJEqa/XxcWF1157jR07dhBSsQoTRw5iy4a1pKWl0a1bN9auXftcunTGsN1/+A9QBoOUmZmJlZWV3Pvm7wBRFPnpp5+oWK0Wb787Bb3SAlGEK9fC+W7RpwD4Oar46KOPmDx5Mp988gnLli0jMTFR5v7rdDomTJiAv78/vXv35va9SJYu+x4//wBq1qyJm5sbdnZ22NraYmFhgaWVFSEhIVStWhUvLy9++eUXQFp93rpxlW+/WkBudi6qyPsAaENCEAQ4dfwQgJyPSkxMJD7uCUcO7ObAnu10aNWIA3t2sGjubJ7EPsFIyBER2bNrO4OHvsH9+/fp0KEDPr7+TJz2IUNf60tMdKScZ5DuSeF7dOfWdYLKh1CvUVMqVq7O/bu3OHvyKCnJpWsXUFqB1BLs/FSIRYTs8vXgijmmANmgNChZAa35v9LP5ifS6/U8jrrPpVOH0eTlUqNeMyrXqgeIJDx5lD+3IuZnzB+ZdpIVRdA4GUJ2yYnk6fRSMTSQY9KdtiwQBIELZ0+xf/9+atSoAUh6aIMGDXqufLK7uzuJiYn/qDzSi5QO+reh1FYlIyPjb+deP3r0iGPHjvHujLmojKtMQeTj0a/x5FEU9o7O/Prrr3z44YeyIbC0tCQ2Nlb+sjVp0oTTp0/TtVd/3p08A7+AABLiYvlt03pioqNo3bE7/oHBiKJUsJqelsbjRw85fuQgOp2Otm3b8tFHH9GwYUOps6wgYPXoIYJGg97KCo2PPwpB4PvFC6ldu7a8mj1x4gQTJ04kMDCQo0eP0rRpU+rWrUu//gPo070j2/cdwd7ejtzcXHQ6HbVrVCUiIoLmzZtz9Ogx1q5cxrXwy3z79VfMnr+o2HuUlJhAZmYGtes2RBAEPL19cPPw5EHEPS6ePYm7hxchFatgVcKkZ1lUD8qa15FDdo9joAjRz+K8tufKIz3l+kzfE+X/mZ83JTGOyLs3EASBCtXr4GQiVusXFMrDiNu4e/nmsx8NXpZCEAwLCxGVUpAKXRFRKQTydHq0Jk36dDoRO3tHWnXozqpVq3jvvffKfL0g6Va2bt2aY8eOcfToUSIjIxkzZkyx6vglgYODA3q9/h+VRzIt63ieMf6NKLVB+jvmj7y8vFCr1eRp8uTVpoVSSYs2Hdi4ZhmVa9blp59+MjsmNzeXi9dv0b5FU+bOnStTuN8cPZ7AoCAEAby9fRk5ZkL+QUV8htJSU3hrSD8OHz7Mli1biI6O5u7du/QeOByLe1K4TlsuBNHQvtraxoby5cvLsfkTJ06wdOlSeTzTqvmU5CROHj9C+5c6YWtthY+vH2PHjpXfd3Ry4lr4ZQAi7t+T+yMVKi4VRSLu3iIgqDwqk5yAUqmkXEgFfPz8uXvrBiePHiAwOITAcuVRKlVm5qSor09JjJLZ/k8zEgXYDKa/ip6eiCoVglaLohjtrrLMpywo0tsymWxWZgaRd6+TkZqCf7lQPH0CEAroQbp7+hAdeYeEJzG4e0n9psQC125cQevEfEIDImispe+mMj1N9ojbd+nFtNFbWbt2LX379n2q/ExJYG9vT6dOnQCJ2aXX68s8lkKhwNHRkeTk5H+MQfpf0L7/KShTyO7vZpBUKhWOru4kPIlFpVBgoVIgCDDpoznsPXefxSs38dXa3+k+4HXs7B0BKUTh7eLIuHHjmDJlCsNGjSX8QTKVq1aXlRaEgk9kIf9lbBvg5OzMyg1/MHLMRJb/sIL+/fsTVr8RAwYOweK+RGjQlA81nFOiff+xbRtfffUVmZmZvPRSfoHistUbWLh4GSt/2siA14YwcPBQWrZqjfQ8E9j8+04GvS6pT7h7esnU83IhoZw9fZL0zCyDnpr5pz01JYmM9DQCAoPNthsvx9rKmuo161CnXiMS4p9w8shBnjx+VKJVXKnDYaXM7QiAoFQi+kg6g8r/J+r302DmHRmg1WqIuHOdK2ePYmVtS+1GLfH2C0ahUBbKrQkKBb6BITx6cA8M5QHGP4aIxOASBKS6I52k5K7R6dHqRdQGlYU8d0+UCkngtXWHrnh4+TJo0CDatm37wq/3eQWWnZycSElJeTGT+Q9/a/wrDJJGoyEzLRV7O3uDbL8kxT9ueH/a1S1H9+Y18PXxITk+loz0VECSNsnLy2Pbtm0MeXMMUz/8DCsrS/mBbmzCJldlg9yfRqPVcfrkMfbu/IPc3DysrS0ZP20G525Gcf7mQzb8sRdbezvUBoZdXvlQBAR0OpHg8hWpW78x48aNw9/fn4kTJ8p6UwGBgQwYOITO3Xry5bff88U3S7G2spaNY2iFiiz6+jtWrt2Ap4cHlmoVXbp0oXXLFqSkJBP/JFYO+5ji4YNIvP0CzLwjKOz1ODm7UL9RM8qHVuTWjaucO32ctNQU4Olpnj+rftp0WGPYTmnIIxV3SnMZH6HI7S8KkmcjEhv9gAsnD5GVmU6Nek0pV7EqarVF/k5FzMnd0wetRkOqQTrKVKhVIUhFsMYckk4U0eul7UpDGUGubwA/LV/M9wtnMW3MUOJipZzUsWPHOHz48Iu/2OeAs7OzrGL/T8B/OaSyo1QhO1EU/5Y5pA0bNpCdlUntFu3zk786PW4eUi3V40dRnD1xmAVL1nLvznU2rF6OSswjKuohI96dwqDhb3N4/x4aNWmen0MxsKZMiQJajZa9O39n7fIlnD8j9SEpH1qRdb/txtPTC7VKjatbPmPPyLDThlRAEGDn1l8YO3IwAO06dsPRyZGvv/6a3NxcevV7lZq1aqFQGJ5hMgHLQDs2CcV1f7kX3V/uxaczp7N86bdYWFiy5PuVBAUHS6tsMf/43Nwc4mIf06hZS7N7VvwDXcDHLwAPLx8i7t3m7KljePv4EVKhMhaWlsVmZUoTLis2dPeU+qT84thH4OpUshP9yUhNTuT+7WvodTpCKtfA2c2knu0ZBlChVOLp409s9AOcXNzkxY+cQxIlpp1Gp0enk3IWF8+fpbnhM5Xj68/t61cIv3CGx9EPzMRM/9fFjwXh7OzMpUuX0Ov1f5t2Nk+DccH6vGP8G1Eqg2RMnP/dNOwmT55Mo7adqVujluHLq0evFxk18UPu37nB3ZvXcHB0xsLSkho161Bj4bc8eXATEOgUWJEBXVtz+cIZPvhkPoPfGIVAfqdOI/UWERbN+ZjlixdQvnx5lixZwqFDh9iwYQN7d27j1cHDMG0frRdFVEbKd0gF9KLIkyePJUKBpyf7d2/j2oNEPvp8IUcO7sXayoqExETUKjUuLs7ywz03N5e01BSUggIra2scHOxlY/PBR7OY/pFUVa8osBI3IiY6CmdXV2xsS7fIUKlUhFasgq9fIHduXeP4kf0Eh1QgILBcoZyIEX+mUTJV/aZG1aft+kJgeh0FJYhysrOIvHODlKQE/IJD8PEPQqEwLzIuOC9jmZLpDl6+gVw4eZCc7Gwsrazl84iiiNbw+dNoRXK1eg7u/oNJIwey2y+AckC2XwB1XN0JrVyNb+Z8iKurK1FRUeTm5v7lDJKtrS0KheIfIdj8H54PpTJIWVlZfzvKN0j02pP7ttMo1JnBY6ZhHxBKn67d+fT9d7lyXiIrPIq6b4jPCygVAnnZGTi4SXI+lapWJzUlmdbtO0tSLYKUTDaGV9JSU/n9l3UsX7yAatWqsXr1aurWrYsgCLzUuTtVa9Tiw2njadehC81btQFAmZ6O6okh3h9SAVGEPq8O4d7tm9y5dYOxU2dy/uwZBr78UqHrmfTeDCZM+YAv5s9m9qwZ8nZLS0su34wwKEtI20xLWQSRQooTsTGPCC4faratNNErG1tbatapT2JCPLdvXOVR1AMqVK6Gq3vR6hYvxCgVASP1+3+RQzLOU6fVEh15j0dR93Hz9KFOoxZYWBatEP+seywiYmFlhYOTC0lxj/EKKIcgSKw6rU5i1eVq9YiIWKoVbN0oKdM7JkktU6IVCmZ/MFYe78qVKygUir+cMQLpM+no6PiPMUj/kRrKjlJ7SM9qwfBXQ0xMDE+ePJF/X/3V51hYWtG+WQsO7/4dlVqNm6srxw/vx87Ria7d++Di5kpeThYWVjYIgsDMuV/JxxvDJaJe5P69W2zfspE1y78lOyuTl19+mTVr1nDkyBFEUaRnv9fw9PKiZ/umAKxZvoSvv19Llx69sTB4RzoPTwRHR9CL2Nja8/H8bzh/5iTvDO1PUmJCkdd0YN8exk1+nxXLlphtr1SlGjZ2Duj0Imql5KXInUKRCikVgijnkDLS08jOysLdw6uMZaL5cHVzp0GTFjx6+IBrVy7g4OhMhcpVsbUrrAH4Zxgls5BdGVHSeRXcRy/qiY99ROTdm1ha2VC9biPs7J3Mxi3u2GfBzdOH2EdReAWUQ6+XVBkEQUCr10teugjZuRriYmNQqdVUtLKGrCxOPIxEqVSya9cu2rVrV7qT/g9ga2tLZmbm/3oaLwT/KTWUHaUySHl5eUVqYP1VIYoi7Tt2kX9v3bo1Fy5dJiUpkQmDuwGw9Lvv8Pf3p3379lw6e5I50yey9Mff8LQDlaWN2cPEGJo7d+oYo4cNIC0lGWtrG0aOfJOJEyfKqsVNmjQB4Nef1xSa0ztvvEbTlq3xlRUaQmWCnvFDeO/O7WKNUfOWbfh2xVoEQWD95j/Yv283dcLqUaFiZTw8PRGB37du4ftvv8Ldw4P3ZsziSexjjh85RLsOnWjQoIH8eI99/Ah3T88X5vEqFAr8A4Px8vbl3t1bnD5+GF//IMqFVshP4hvwXBTsImJx+iI8pD/jO11wzumpydy7fY3cnByCQ6vg5un9VN3DovQATRXARXk/KYbn7ObF/VvXyM7MQGUphcq1huZ62Xlaft/0I1/N/pCUpESaNW+Do6Gw+vezJ6lcuTJt2rThxIkT3L9//8XcgD8Jtra2pKWl/a+n8R/+xyhVBvHvZpAAYgwrRYVCwaeffkq/Pr0BuHf7Br///jtDhw6lXbt2zJs3Tz5m/sdTEBRKBKUKvaHOw5TKO+u9cQjA8uXLOXfuLAsXLjST0HdwcCAqKoqPPvpI3rZgwQI5HPHz2pUyoUETIkkGpaSlcen8GXZt+42oyKIfHu06vcx3q37G3c0NAahavQbvjJtEk2YtcffwRC+KnD93lreGvcapE8f447dfaVSnKj06tWXe7E9o37IxW3791dDaWGrE5uH54kVy1RYWVKpSnQaNW5CVmc6JwweIjoosRBN/kcw2Wa0hLg7Fn9j0zZQMcuvaJa6cP4WzizthjVvi4eVbrDEq1MFWMP9ZfmFOvFOp1Tg4u5CcGCfVHCHlj3I1Ovb+sZmPJ4+mQkh5pk2bxvEj+8lSSUzJ0b7+XL16lffee4/q1avz6quvyudLSEhg5cqVf6nmeHZ2ds9VYPtXgijmC6yW9fWfh1QCnDt3jsDAQHJzcxEE4S9nnIzqxMHBwYwePZrbt2+zfPlytmzZQkpKCn369JHb844fP56uXbvKx06YMIGrV6+yevVqAgICUKotAQG9HgQh/9OhF0UqVq3JnVs35I6z27dvlwsFjXBycmLUqFGMHj0aZ2dnUlNTmTBBKqL18PJBvXsbIHlIeRodA3u04+a18ELX5ODgIK8c9+74lV6d77Ln6BlUhpCcVidy9sxJxo58nZc6deOPLZvIy80tNE7//v35+eefsba1QyeKaHJyyUhPx8XVvdC+Lwp29vbUrtuQhPgn3LpxjeioSCpUroaLa74qQXE9lUxRkrCd6OaGaGWFkJODVWLiU/ctdowSPAR0Wh3RUfeJjryLs5snYY1bYmVlnpcpbr5PUwkvNBfDfoIAjs7upCTF4+YTRE6eDo1Oz43wS0yfMJKQkBC2bNmCj48PKSkpjF+yhKVA3/OnuTRwGPPnz2fJd0t5d8w78ue9Xr16ANSqVYvatWs/+6L/H2AM2UmLpT+pTuD/Cf/lkMqOUnlI165d44cffsDZ2RkXFxeGDh36XMKKLwoajYb33nsPW1tbFi5cyDvvvIOLiwuVKlViyOtDUavVbNu2zaxXvLGTIkihvRkzZshN+96dMh1LG/t8MUvRPC48Y87XdOk1AIBBgwZRq1atQnN66aWX8PDw4Ny5cygUCh4/zlddPnf6JKpbN6W5h1QgMyONm9fC8fb2ZsiQIfJ+VapUKRTGuHHtCpcunJcar2n1iKLIN18sICoygkP791ArrD4As2fPNhPTNApYVggtj0IQSIiPw8HRGXVpFxVCEa+n7S4IuHt40bhpS7x9/Lhy4QyXL5wlOyuzwH6lm0YRJ0L0lfJI1glFhzuh7GFCURRJePKY86cOkxD3mKq16lO5ep0ijZHx39KIycphOzPPSfrFwdmV9NQktFotWr1IbEwMI17pilaj4e7duyxcuBCAiRMn8j1w3dsHZXYW0yPvsf3oZV7q1oe58+ZTr1492RgBZGdnM3/+fCwsLOjYseP/1GOytbVFq9WSW8Ri6u8G0+fF87z+jSiVQeratStjxozhk08+ITc3l5UrVxIaGsratWufSz7keZGQkMDnn39uti05OZkBw0aTmZnBypUr5e1uhhDVhg0bCA8PZ/r06TRq1IhPPvmEYaMnse/8PWKjH7B962Z6tKnH2uWLuXU9nLXfL+bIvp08iLiPtZUVPfq8AkCjRo3w8PCQx7979y7bt2+Xww9dunRh3LhxZob79MG9Mqkho0IVHsdIifjvvvuOlStX0rNnT8C8XsRIta9bv6EsXaRQCCgUgtn5d237jUGDBjFlyhQ+/vjj/HOeOcNXy1bhHxiMIEByUgIuhtBfqVDUF6UEhkmhVBJULoRGzVujVqs5efQQd2/fMLsvpTJKRexrzCMZDVJJmGwlQUZ6GlfOn+LOzXD8g0OoXb8ZjoY2D2VBUQaq0LUb6o70elBb2aJSqUlNSUaj1bNk0eekp6XKu8bExCCKIuXKleOlDh0YkJ6G1tISu2OHKPfwAe9/soAjlx/wzerNLF61kZM3HqNSqWjSpAmTJk1Co9Gwa9curl27VuZrel6oVCqsrKz+McSG/1A2lDqHVL58ecaPH49Go+H8+fPUqVOHQYMGERISQps2bThz5syfNddi4e3tjVarldt6G7H+h8Vmvw97ZwrLN+2h96A3ef/996lRowZff/MtFy5eAuCHxfN4uXUYMQ/uoRREGtStw5yPptKrfSPmzJzKqCF96NKsJsMHdKNStVp06Nabt956C3t7eypVqsTQoUOpXbs2Xbp0ITxcCr95ePvxxRdfULNmTVzdPQFwT0pE0GpJFRScio4iMSkFgO7du7Ny5UoWL17M2rVrOXfuHLdu3eLs2bNkZWUBMH7qDJycXeVVlFYnElxO6tcUWj6YAQMGMHToULKzs6lYsaJ0PncPjp+5zKuvDJT17NJSk3FwdJbVwl8ISuA1WVlaUaV6Leo2bEJKUqLU5uLRw2fKEBXpZRTYZGTaPc1DKg5FnV6Tl8edG+FcOnMMewdH6jVphbdvAArFnxtSEgEMtWpavR6NXsTazpGs9FR0epHAcvk0fX9/fzZv3kybNm2YOnUqnp6eXMvOZndeHgC2kXdRKgRsbKxp0qodTVt3wMbWDoVJ88UtW7aQkJBQpKf//wlra2uzTsl/V+h5vvyRXhTR/0sLY0ttkEyFGevUqcPmzZs5fvw4Xl5eHDhwgAYNGvDtt9+SmZn5/xrOUyqVvPnmmzx69Iiff/6ZL7/8ki1btvA4JoZ9+/YBEBBUDk9vP0ZOmC53Q/3tSDi16zXKv8bcHBo2bMiECRP48ccfZe2vbdu2cfv2bYYOHcrpYwdpWs2fJi3aMGbyDLr2HsDdu3dZuXJlocRsx64v07JdJwRBQNTrmPP1ChaPkXojhYt6fl79PVWr15L3Hzp0KL6+vgwfPpw+ffqwd+9eDh48KL8f9+SJXFhrrAlXWUiJ7KysLDZt2kTLli2xsbEhNTWV9h07c+zsFQICA2VmW0ZmBlmZmTg4OBWpuwaUrhipIJ7xXRIAB0cnwho0oUKlaty7fZOzJ4+SmpJconYRxc2zoIdkfPuZnlJBxp5ez6Oo+5w9fpDcnGzCGjanXIUqqFSlb0ZXGq/PuMjQG2SBtHqp5kgpCFjaOpCdmUb4hdPo9Xqmz/mWbn0GolBbotPrOX/xEmvX/czmX7eg0+l4YLgoi0fRKBQYFD7yc1hTZs7j7Ukf4uDoRO8+fXjw4EGpr+1Fw9LSkjyDIf0747+QXdlRKlKDRqMpksjQuHFjTpw4QXR0NJ9++ilvv/02b7/9NjY2NmRkZDwzSRkbG8ucOXO4cuUKc+bMoW7duqW7ChP4+PjQr18/s23VqlXDxtaODWu/p3nbDug0euo2boGLqzuiTsfC79ezYNZUtqxfzZo1ElXbeJ179+5Fq9XK1Oh27dqxYsUKAKZPeIverwyhXafu9H/tDZKS4rl8/ixJiQnk5ebi5OxM5Wo1qdeoKSPHTaVKtVoICgHPzz8EwL97bz747AsmjhpMpWo1CSpfgV1bNwGg0+m4de8Bmze/g1KlQqlUMvnD2bTt3FOu0lcaNPn6vzqE+Cex3Lx2lf4Dh5CamoJep6N7r7507dELlcErAti9cxuffzydMWPGsGXLFvr171/030fmohfYXpIHrOk+T7MjgoCXjy/unp48uH+P82dO4OHpTfkKlYvNzRSr3kDpPKR81QPz7UkJcdy7fR0BqFS9Ni5uHoWPLcHDoiCLruAxpsQH00WB3vC3NWrVGWuO1Nb2PLl5hSGvvmI2joeXDw729tRp0JRF369Dm5fH+bOnqLzpR9i8HnVMfl2WQgE6Pfy8ainzZk5l6qxF1KjTgGMHdxMWFkZeXt5zdYB9XlhYWPwjDNJ/KDtKZZB0Ot1TmXV+flJ46tq1axw9epSsrCw8PT1xd3fn3LlzxVaJDxgwgEOHDgGScXrR8PT0ZN/ePbR7qQP9OjTm9bfGcfroAQB2/rZB3k+hUFC7dm1u3Lhhdp2mdTr9+/enUqVKZGdns2fPHj766CN+WbfK7HzBwcEIgkBUVJSZl9iu88tM/vBz/A35o3lbf+FETAwXz0q6dzevXpb3/X7THqrUqIOoy0WBwPlTR3lrUC8+nzGJ9z+ey+tvjkYvSA/WDevWsG71D6SmJJvNY9/uHXTq0g2lhQUiImlp6bzSpwcdO3bkwYMHPHqSQK++/VAJkkaa0QbJKLShDCiBfo9SqaJcaEV8/AK4c+s6p44eILBcKAFB5WVPNn+44hl3ev98D6ngY63gNOT24wZjkZWZwf3b10lLSSawfAW8/QLLrKtW0L4XNEYFpYYwzE0U898RRRGNTvpNpxe5dOE8HnY2VKtWjcGDB2NnZ8dvv/3Gl19+yYoVK1i0aBEKQcDW1opWrVthl/TEYJAeYqFSkJ2j4bdN66hQtQYVKlenz6ARnD11jGMHd8tz2b17N1265Nft/X/DwsLiH0Fq0BtezzvGvxGl/sY9i+ptaWnJDz/8QKNGjahUqRLx8fFcv36du3fvFnuM0Ri9+eabf9oXolGjRly/Go5C1DFnxsQi9zlw4ABBQUHo9fqn9oypVasWAQEBfPWVpOCgVCo5c+YMZ86c4fr16xw+fJh79+6Rm5tLSkoKH34oeUR7t/9Kzzb10cVLjLd44OLZE7z33ntkZ2ezePFi1Go15UIrE1KpGkqFwONHj+jRuh5vDeoln3/Jl3PR67T8vGY5r/R4idkz35ON0ZQpUzhz5gz29vb4+AWgUKrQ6SU1aDs7e777YS1t2rXH0dmZcROk0KFebxIqKOqCxQKv0qIYo1Zws5W1NdVrhVGrbkPinzzm1LGDxMXGFK5fKoa5ZqxFsi6C9p1fcGr8XdqiydNw//Z1Lpw6gqWVNfWatMI3ILhYY/Qs76jIZoBC0SrjxvstGiao10v/anV6MnPyOHPqBPHx8aSnprLxp5VkZ2eTnp6OTqdj5MiR7Nq1i4CAAP7YsZug8qFYWShQGgpqjcZZ9SgaRLh6+TzTJ7xFvw5NyMjJY+ikj3lr8kdm87x06dLTL+5Pxj8lZPfc+SPD69+IUhukktQIhIaGcuLECd5++215W40aNejXrx9HjhyRt127do0BAwbIv8+fP7+00ykVAgIC2LhxI1WqVGHkyJF8/vnnbNy4UX7f1tZW/kI8LXRx9OhRAgMDSUpKolLVmuh0OoYMGcKNGzeoUqUKrVu3BvKbj3Xv3p2xY8cSHh5OdnYmmY+lMEqOSkX37t2ZMWMGVlZWvP3227zxxhs8ehhBs8oejBrYg8lvDSIm+gG1atXi4sWLzJgxg/T0NDKysvhw6jjOnDiKVqOhSpUq7N+/n5deeolGjRqh0WpZ8sNaQ+8meBIXR2xcPBERESgEgSdP4rh39w56vV5uqVHsn/ZF5PBLaJQAnF1cqdeoOcHlK3DrejgXzp4wY5UVB71/AAAW6elgIIEUex4RHkdHcfb4QTLSU6ldvymhlas/lQb/1FopoWhj9KxjBcNcdAYCg1avJ1ejZ9YHUxjQrQ2t61ehWa0Q9u/aRkxMDFWqVJE6Dhuwbds2bly9zNhpH5udQ+drMEgx0QiiSO2w+lQ25CrjY6JwtbbA0z2/Bm3s2LG8+eabxV/A/wP+C9n9vfD555/L6QtTrFixgjlz5pRpzFKF7Eobwnjrrbfo0aMHO3bs4M0332Tjxo08efJE9oiOHDnCzz//DMBXX331/9LWolmzZoXordHR0Vy9epWePXuyZs0a1Go1Wq0WtVqNTqdj3rx5HDt2DD8/P27cjeTogT3UDGtAr4HDaNepB+dOHWfpok8ZPHgwQCFvsHbt2nIBoqWVNUoD8SFJq8VDqWTdunXExsZy5coVfv75Zzy8fIiLjSEtNQmNJo/BgwezatUq7ty5w9y5c3lt2FukpaSi1Wpp0qQJx48f5/r167RpIwm3qlQqDp+8SHC58gBMnzqBpd9K3pyVlRVz5szh4P59zJ8rfWjC6tZn0VffULtOmDRhoYgHuHHD8yzcSjiGKJq2ufAm8t4dzp06hrevH+VCK2FhUYz36uCI3t4eRXq6JCHkkk/NFk3GTklK5O6tq2i1WipUrYGLm2eJFlrFyR2VtobK2EvLOJReFA3q8QL37t1jytiRnD5+hI4dO2Jj6CA8d+5cnjx5wqeffmpWzPrlt8sAqFWnrllYUuvtgygICHl5KOKfILh78uOWPez4bROde/ZHoRCwsbLk9yOX6Na8Fl988QXOzs7MmDGD/xX+KQbpRZAS/g4O0tKlS1m3bl2h7VWrVqV///5MmTKl1GOWyiCVtoJaqVTi5+dHs2bNKFeuHPfv3zcLhQ0cOJBRo0YB4O7+5ykGPAu+vr7MmTOH6Oho3n33XUaNGoWFhQVffvklu3fvZseOHQQGl+feg2gcnZz54LNFdO87CJVaun2NmreibuPmJCUm8MGYoTjbFf3AlFiKVlhnSgapcuMWrPj9d3799Vfs7B3w8PLhg88W0aFrL9JSkvH09SesnAuR926zevVqOnToQE5ODu+Mn8rlC2cBuHr1KqEVKzFj1hzu3L7JwweR9On/Cg8eRDDv85k0a9FKNkYADRs2xNHRkdTUfI/j/LkzNG9cj5c6dmLD5t+l+iaDZ1Uoj/S83lIxnASz/I7Jg1+lUhNSsYqcXzp55ADBIRXxCwhCMKVfG/bX+/qiuHlTElmtXtPslDnZWdy7fYPE+CcElAvFLyBYpj+X9QFQKhadae7IZGKmD7BJ77zB2VPHWb58OUOHDpW/c1euXCE1NZWFCxfSv39/6tWrx9ixYzl+aB+hlari6uZupkCvV6rReXmjehyDOuYROg8vbG1t6fPqEPR6kTytlKUICCwnz+nDDz9kypQpz93ivKxQq9V/KTmjsuLfotQQGxuLt3dh6TF3d3czIYDS4E81SEZUrlyZe/fuERQUhIuLi7x97Nix8s8FmXFPw/r167GyspILSJ8X6enpfP3113j4BlClRh2ZiPDuu+8SHFKRz79eQZeefUAEpbL4e+Dm5sHVi2fp1KljkZ11X331VdIT43EwkCRGfv41TZPiuHPjKnduhPPk8SMy0lKJjXnI2ZPH+HnN92bH79q1i7lfLcPJyYnyoRVw8/AkIe4JDZo0p3W7DrRq+xI7//iNwQN6Ex8nKZz/smG9fPz48eMJCQmRpf537dpFhw4dAAgMDGT3zh0E+brz3vSZvDVq9J/T6bWEXlJBb8TG1s7Q5iKOOzev8ehhpPQgdvcwG0vv6wc3b6J4FC1v1mm1REXeIyryHh6ePjRo1hoLC6sSF8Y+LwqRGuSEloHiLXtI0LJdR65cPM+ePXvo0aMHjo6OqFQqFixYwKeffoqzs7NZnvWdyTPoP3iE1F9LUMh/M70oovX2RfU4BmVMNGKtsPzzk/9dLngPfvnlFzPdu/9PCILwzHq0//DXgb+/P8ePHyc4ONhs+/Hjx820PUuD/xeDZMRbb73F1KlTGTZsGCqVSo4//vzzzyUe+9KlS7zyikR9fREf3hkzZrBz504A4h5F8e6UGVw7I9X9dO7Zl7mLf0BpCFWKokk7B5NlvV6UKNhKlcDY9z5m4acfEBgYSJ06dVi4cCHVqlUDpFBejxp1UF65gNbGlpHT3uHsicOApMTQvHlzlnwxmy9mf4RSqaRPnz4smDubkJAQatWqxZwvvqPPgNdAgIDAIM5eiyAm+gEuLm7oRZEJo0ewcZ1EW7eysuLw4cP06dOHqKgoAKZPn46NjQ07d+7k4cOHWFhYsHLlSpo3b45Go6FSpUqkJCezfdvvjBj5ttw3WwEvJo9kRAm8pOLg6uaBc2M3Hj2M5NqVCzg6ORNSsSq2hgaDOoN8kPJRNFpRJO7xI+7dvoGllTW16zbCwclZmkIZPjov9FlpSvUWIVerA2DQm++iVVqz6KMJcn5z1qxZtGnThrS0NAICpDyZla0dXXr2401DTZvEkhTlzrIIoDV0Jxbi49GLovyZVQgCCoVxAgJn7yZw99Z1Zk5+hyVLlvDKK6/8T/Tk/ikGSRTF576Ov8N9GD58OGPHjkWj0ch58/379zN58mRZt7O0+H81SG+//TYLFy4s1J8lMDCwxGM8TzghLi6O9evX4+LiQnp6Ojv2HWL7lk3y+/UbN0etUuAXEMSl+wlY21hDAeaZ0SCJ+vyfjQ8AUYQBr79Fk9YdWb9iCT+vWkKt2rUZ0L8/CxYsIDExkcHBkrp3kn+QbIzS09PR6/U4ODiQkJDA3bt3CQ0NpVevXvTu3Vs+96ULZ+k1YBBaTR4LZ8/k7u2bNG3eijdGjeHwgb1sXLeGfv36sXXrViIjI/H09GTDhg00atRIboKWk5MD5JM2hgwZwrVr1/j++3xvrEPHrkyeMJYOHTvStt1LUi6izHe9CJTCS4LChkChUOAXGIynty/3797i7AmpzUVQ+QoofH0B0EdEcOHMcXKysylfoTKe3oWVuI3U72d994slJDzjppgeV9ATMe3+qjcJtSGCv68PvV4dysFdfwDSQmL69Ol06txZ7kc2aPjbvDt5upneojwdQWLsaQ3CuUJCfKG5GI/TiyIqtQWVqtXilWFvMWP8SK5evUr16tWffnF/Av4pBunfErKbPHkySUlJjBo1Ss79WVlZMWXKFKZNm1amMf9fDZKdnR03btzgzJkzWFpa4uLiQq1atfjss8+wtbWlUaNGjBo16qn9eS5flmp1TJW6S4KTJ0/SuHFjs23+geVQqVRyiG7xqo2gzUIQFNjY2KAQQIeI3qQeRC9K9VgJ8U+IeRiFRpNHrbAG5OTlYmtrhyAI+AUEMmHGbN6a8AGb16/ih6/n8OOPPwJQr2odACLsHQGwt7dHqVTKhA43Nzfc3NzYtWsXhw8fNpvvH1s20X/ISLb/up7l336JXq/n6MF9DHpjNAf37wUgPj6e9evXyzm5hg0bMmXKFGrUqFHoC5+RkUGPHj04ePAgbu4edOzSnUZNmjNt0rsALFvyNT9v3krnzl0NhayluuUvDEUZJgEBtYUFFatUx9c/kDs3rnH+9DEaGejO2bdu4OziRkBwyDP7PT1LcbwkiuQlhUz1NskfmdJ879+7xfg3JObppQdpaHV61q/6jtvXw6kUKuV7er3yOqPGTZOMkAnPSA7DGVboGgOpQ5GQIIcEjX9H4zUpFYJcaN2kRXsEQeDMmTP/E4OkUCj+p5qYLwriCzBIfwe7LAgCc+bMYfr06dy4cQNra2tCQ0Ofy2n4fzVIAC4uLnLeQhRFxo4dyxdffAFIobvAwEC6d+9e5LFJSUm89dZbAKXunWJhYYGNjY2sCVcutCJVa4bR65XX2fbrel4bPgo7WzuyUrIQBAGFABqdaFjBQmpKMpkZ6TyMesDY4QNIT0spdA4vHz+6vNyf9t164+LuhYOjEwOHvU377v3YuXUjjk7OhO7cCsCRxDjq1KnD6dOn5QemXq9n0KBB2NrasmzZskLjZ6SncenCecIvX5C/uG+Pm2IQWZWS8wcOHODAgQOcPn2a+vXzlb+NMMr7r1ixgvnz53Pz5k1ef+Mtflqzgp3btrJz21Z5X7VazYLZn9CkaXOcHB3zawT+JMNU0rBdQdjZO1AjrB6JcXEo8qTQl1NGJtahlV5YlqiQ0kIJvKNiDVkBhh2iZBgArK0kEd0mLduBAJYWSl4fMRqAtMTHpDx5SK/h9STSSQGquWhusdG6SG0+lInxZGRmMbBbK6bOnEOjpi0xccjkMZxcXGnUoh2TJk2ic+fOeHl5Pf0iXzD+KR7Svw2xsbEkJSXRvHlzLC0tn6uFSKl43GWtXC8OgiCwaNEiEkykXipVqlTkvkYh15SUFADat29fqnOFhYWRlJTE1q1bmTdvHg3rhXH1/Em++Hw6PfsOpO+rr+d/IQQBnV5Ep9OxbctGerVvTJNq/nRsWoMP3h1Kndo1+eOPP7h48SKHDh3i1VdfZeXKlfTo1oUNq5fSt31D2tYO4s3+nbly4QwOTi70HfwmL3Xvi92d6wDE+wVw4cIFs3qnL7/8kp9++olly5YRUC6UYWMKu70LPp5M7/4DmTx9Ft+uXMfYye8jQKGV5aFDh9iwYUORYpU6nY7hw4dz86bUAmPTzz/JPZRM2xNs3ryZS5cuMXnC2P83AkBpIYoi8U8ec+bYYaIe3JdIDYAQ/ZDwS+fIzs4q4pjSjF/0/k8bw9T7eXYhrSDT7AUgIDCQfWdu8PXydVgoFSgVgqxFpxQk5qpKIW1XCgWaXAiC2YNA7y7JHqkSEjh+cC93bl7j3OmT6MX8uZkWYAqCwIQPPiM5ObmQUPH/B/4pBsnooT7v66+OxMRE2rRpQ4UKFejUqZPMrBs+fHiZc0ilsjB/VqLTlOoZGhpa6P2kpCTatWsnq0Q0b96c8ePHl/o8lpaWdOvWjYkTJ/LTTz/Rf6i08oy8d1tebRo/DDpR5MPJY5g8eighwf44Ojqi02p5/Pgxy5cvp0uXLtSqVYsWLVrw448/MmTIEJYsWUJ0dDSHDh1izZo1pCc9YXif9nzy3hhSMzPJycnFJloiGGwNvyjPKzIyEkA2zJZW1mzYeZwRYyYz7v3PzK6hbt26TBv/NnXrN2LnH79TvZwXg/p2pXPP/jRo0kLeb8qUKfTv319mTF27do25c+eyZcsWFAqF7JWF1W9MRnp+z6Xvv/+exo0b07VrV/z8/NBoNKz/cTU7tm9HZ7gvT0Np+wAVPr7kDlhmejqXzp3i5tUrBJQLIax+E3SGHJI6OxuL7GzOHDvI/Ts30T2jzUVZSQ5FvQrtZzDmerFoD1AhCCiVhpdCIDAwEHt7W9QqBRZKBWrDC1EvGSSlgMrQekQWTjUUNxvPpRAEdIZGiKqkBNp07MaeM7cYMWZSofMb/1ZKhUBAuVB6vT6KmTNn8uuvv5b+pjwH/g4P4ZJA/4Jef3WMGzcOtVpNVFSU3B4HJMb0rl27yjRmqUJ2f9YHxtNTasvw2muvFemFnTx5kuTkZFxdXVGr1SxbtqxE3WpzcnJYv349hw4dIiYmhsTERDZu3EhAQADff/89n0+fQN+Bw3h/1hz5QSIoVIg6Hft3beO3jWv59NNPmTp1KsHBwaSmpuLk5ERISEix53RwcKBFC8kw9O7dm9WrVzNm7DgeP7jP7CX5FOy4lGQ6dOhAu3btZFKHsQK/eZuOWFlZodOLOJkUd6alpREeHk6TJk3o27Utbl4+DH19CF9++SUXzpwiMzOjUC2Hsd5ozpw5rF27FktLSzZs2ICVlRW+geU5f+aE2fxr1arFw4cP8fHxMWsl0r9XNz7+9HMmTJxiFo56Fp7a7bWUMTojFVyTl8f9uzeJiY7CNyCIarXqojYoceusrMizt8ciPZ3KDs54VanOnZtXiX30kHIFyA3FCaz+2TC9HwoBRCFf/FapMOd8mN5mUa9DqVTJhAQwIUMUICoIgN4t3yAJAnh5+6DXSxRzhUnITjQZRxRFpk7/jLvhF+jVqxeffPIJY8aMwd7eHr1eL38/t23bRs2aNfE35OxeBHQ63TPzff/hr4M9e/awe/du/AyixkaEhoaWWT2+VB7Sn9VOQhAEhg8fzubNmzl06FAhw2fsLRQZGcnWrVvlPj9Pw4ULFwitVJVhw4Zx9mI4+/bt4+LFi4SGhmJvb8/o0aN5ZcgIPp3/FQ52ttKqUymgUCrR6bRMeWc4arWaiRMnkpWVJVOna9asWeLrsra2ZuTIkezdvYvwcyfYud18xRkaGsr48ePlB6TRyDo5O0meggBW1lby/iqVinr16lGuXDmaNm3K7u1/kJ6eDkCmodg2ICCALVu24Ovri6eXNwcOHOCzzz5j7dq1ALi6uiKKIpUrV+bWNYkg0rlzZ7N5/f777ygUCsqVK0dwcLDMmDl86KBZQrykKK23VCjlYvA8dDo9Dx9EcOLofrKzs6jXuAWhlapKYU+T4bNdJSMuRD/EwdGJOvWbUL5CZe7fvsGF08dJNYR9nzqHEoTbSoNnjaVUGF+S5yMYlNyNIT0EEPValEolCgHDy+SiTeqPpL+RgN7AslMlJqAU8t8TEWVv15jDMo0M6PTg4yctkj744AOCgoKYN28eSqWS9957j549e9K1a1cCAgLMWqM8L0xV9f/O+LeE7DIzM808IyMSEhLKTGwolUHS6XRlOklJ8OWXX1KjRg1atWpFtWrV2LZtm/xHMUrxfPXVV3Ts2PGp40RHR/POO+/QqFFjnBwd+e3AWTbtPMqek1do1b4zHbq+zLSPPmf7wdN8Ou9LLNQSGcAYsnv8OIaEuFicnF3Jycnh7t272NnZycbip59+Kvbcd+7c4e2336Zfv36sWLFCDsG1aNGCtm3bcvSPfN08AeT6JyPmf/ktAK+NeAcR6YHj6CjVzfj4+KDX61Gr1dy6dYuvv/6asLCwQlpS9+7dY9OmTYwfP54nsY8pVz6U999/H5BygEuXLsXKyopOnTrJ12Rra8vx48flMQYOHAiAh4cHO3bskLvx7t+7h+GvDyaxCPFS6ZrKENIt4SGJCXGcOXGY6KgIqtaoQ62whtgWIzWVbfAMFNEPpVMIAp4+fjRo2goXN3cunT3BjasXyc3NeSqz7kVEqIv1DkWpKDb//JLVMYYs841OvkHX5OWhsrA0i2vKYTqD12pq/I0hO0GrRZWcKNUfGQ2dyX6mRs9CqUChgOFjplC5em1ACplPnizVO33++ef89ttv8mVMnz6d3377DX9/f3nhWFb8cwzSi3n91dG8eXO5XQ8YFkF6PfPmzaNVq1ZlGrPUBulFW27jasDGxobDhw+zc+dOPD096dq1K23atGHbtm0kJycDJatB2rBhA4sXL0ZQKFizZS/37tzigwlv8dGUd6lVpy6Ll//IkBGjqF6jJkqF9JVUGBLESkFgx9ZfsLS0JD1dCnUZixNffvllQKJlG+e9bt06mjRpgpOzFEqsUKECmzZv4da9BwwfPhxPT0+6dOnCpUuXaNiwIbEPI+R5WlvbkJmZaWbk69eWCmgXz50lP6f37viNgIAAIiIiZOUHlUrFwoUL5eOGDh1KuXL5EjDr1q3DyckJgPv37sjzv3v3Ll26dEGr1bJnzx65dmDjxo0sWbKEQYMG8f777+Pg4CCPdePGDbP7u/6ntQR4u7N2zer8B1oZ80UlQWZGBpcvnOHqpXP4+AXQoElL3AyddwvBMAWjQRKio83eVqpUBJWvSP0mLdHrdJw9dpCoiLvoi1hoPc9DQTT5r8AbZt8fEaM3aAicifm/GWtZjCw4QQBtXg7qAt8Bo4EpGP4UBBCtrcgLDAbAdfHC/H0LQCEgf/7VKgUWKgXlQ0JYtGIztRo0Ndu3dcfuzFywVP79+PHj9OzZk+joaJydnUt1nwpCp9MVajfyH/66mDdvHkuXLqVjx47k5eUxefJkqlWrxpEjR8osrlpq2tyL9JLu3buHi4sLISEhLFmyBLVaTYcOHdi/fz/btm0jJSWFrl27ysnVYcOGMXToUJlpl5mZyZAhQ+jWrRtJSUmAVHz71ltvkZuTzVuv9WT8iFf5bcNaThw5yKLZM7l753b+atKElisY+gG17dAVa2trMgzq0kaaeFBQEAAVKlQgNzeXV155hVdffZUTJ06QmpLES9164+zqRnpqCvdu35Do4no927dvp169eqxZswZru/wHfXZ2Fo8fP5brqkDyAGfPns2ebb9y8dxpALx9/YmKisLS0pIhQ4bI+xoNDkgEhlu3bjFkyBCuXLmCKIpmquqrVq1i8+bNBAUFsWTJEo4fPy4bViPi4uJYvXo1n3zyidn2RYsWAVJrkHPnzsnbRw5/nVTDPSry4VtGGEfRajTcuXmd08cPYWFhSaPmbQgIKm+WYyzOCOYbpIfmYxsGt7S2pkrNMKrVrk/CkxjOnTxMQtzjfIPwnJfyNAMtr4BNde0Mxsc0jGb8z7RGKS83BwtL855ielHqKmskWRoXeEZ/K2HWPABcln2N7ZnjCIIhLCjkz9X0cgVDKDBPq8fF1YXl67cxf+UWBo6cwPw1v/PRgu+pWa8JCoUCD4/85oV3794tlEsoLf4pHtK/pf1ElSpVuHLlCvXr16ddu3ZkZmby8ssvc/HiRcqXL1+mMUttkF5kHunBgwekpKSQmprKqFGj+P7779FqtVy7dg1XV1e2bt3K6dOn+eGHH4iPj+e7775j8+bNVK1alZ07d/Ltt9+yevVq/vjjD/nBbmVlxTfffMP8+fOxsVTJXoW9gyO1wupz5fIFNm/4iQcPIuUVaHZWJg8i7rFr229cvSyx315//XVEUWTu3LmAJN8CEBUVRcOGDWWVcl8Dq2v7rz+TnJjAuHFjZdaaMb7q4u5FVFQUtRq3RDRYwQZ1GgAUyoeNHj2aihUr8vagnjx+/JguvQbK75nqQ5m29qhYsSJqtZoxY8bIBY3G0KaNjY2sQv7VV18xatQo4uLieOmll/jll1/kMYxFy6bhuPv373P06FEAOUT43nvvye+v+H5ZqbyjIvctImEUEx3FiSMHSE1Npl6jZlSpXrN4he8iIIfsHuYbpKK+304urtRu0Az/oPLcuR5O+IXTZGakFd6xDDA1OEWx60RDyE6j05vlchBh5x9b6di8PjeuX5N7Wen1Inm52agtrOT9Ct51EUCQPH4jWSGjfUdS+7+GIIr4jBuJIitDXogVFZY01jepFApUCgWCQqBSxUr8+N0CFn0wBgsLCzy9ffHxD6JJkyayASzrA8gU/xSD9G8J2QF4eXkxc+ZMtm3bxo4dO/jkk0+KFFwtKUpdh/QiDVKLFi2oUaMGzZo1Y8SIEYwePRoPDw+qV69Oo0aNCAgIoGnTpowbN47Q0FA+/PBDgoODsba2plOnTkybNo0GzaSWC6bq1YIgMGHCBA4cOEBaWhpr164lsHwFbt+8zuS3hzJx9HCa1q7EwX17mTNrOlWD3GlRryqjXh/AR9PGodfriYiIMJvr+fPn5Z+Njcxatn2JixcvytuDgoLkfA1IrLi6desS9zia77YcYviUWaSGVgagf4hkiNq2bUv79u1lSR9bW1uGDRtGVmYGmToRR1c3+gwcilqt5vLly3LrjGvXrrFr1y6++OILfH19JWUJE++hT58+9OjRgwYNGsgrf6OYbZs2bahVqxY9evSQ67l+/fVXqlSpgpubGx06dCA5OZmAgAC2bt1KZmamXC9lWqf0/rTJPH4cY8bSKgnM9jX5MSU5kTMnj3L/7i0qVq1OWP3G2Ds4Fvpyyuy4Yryy4jykgjB6xt5+gdRr0go7ewcunj7G3ZvhaErZBuGZHqLJ2zrTMn6DcTH1ks6cOsbN6+EcPbjf0DxRJDcnS8ohWtmiF6UW51qzHFT+Q8y4wpaMHjz5aA4aHz8sHkTg8cl0ECWjZUxFSftLU9EZflArBdQGGrqPjy/TZ3/NR/OXcnjfdpIS43F2dSu2A3RZodFo/qct1P9D6bBy5Uo2bdpUaPumTZtYvXp1mcYs1XJEqVS+0JCdUqmkXr167Nmzh9u3b+Pl5YUoirRp0wZnZ2eioqJ48OABubm56HQ6srOzuXXrFuvWraN27dpUbtSG9u06c/rofk6cOEHDhg2lBLZnfo5BoVAwcOBABg4ciCiKJCcnc+bMGTp27MiQfpL80CuvvMLAgQOxsbGhZcuWpKamFqqH8vHxoU2bNiQlJeHo6IizszOTJ0/m7FmpDcRHH33EwIEDUavVjBgxgiFDhqBUKunSpQvnzp3jo3cG8eUvB0mo3xSn29dpaqBmnzp1Sr4XRrRu3RpBEDi6bwe9+g+mWp2GbPpxBTt27GDmzJnExcXRq1d+B9mi8noKhYItW7aYbVu2bBnffvstzZs3Jzw8HIVCwdatW1m0aJGZ57N7925cXFxIS0ujW7duZmMY67+6dOnCtm3buHP7Ft7eZVP2NSInO5s7t64THxdLULlQAoPLy20hCuJZxgggx6Aor4iVCvXMHtrFUL1VajXlKlTB0yeAiDvXOXfiIAHlSt/KvKh5maZ3xGJ+hnxD0ueVIYRfukR1g0K3XoSszHQsrWwQEcxDOiZ5JnlQ44+GnJXO3oGYBUsIHNAVl9Xfk96xG5nNWsm7Kgy0c70ocvHsKaytralcrZZh7gIKQeTlAYN5EHGXN/q+RKuXuuHi5lHmFgPFITs7W9bq+zvj3yKuOnv27CILqD08PBgxYoQcmSkNSm2QXoSHFBsby7x589i7dy/h4eE4OjoiCAIzZ840269GjRryzykpKYwePZqrV68CUh+gLm9OYdKIvpQvX57XX3+dzp07c+HCBa5fv07lypULnVcQBFxcXGjXrh3Dhg1DrVbj4eHBtGnTsLKyIicnBydnZ+Li4mja1DyZ6+/vz759+4q8ntzcXLO6qKVL85O+06dPp1evXtSrV4+1X3+Ob/2mhPy4DOeThwGYOXMmI0aMMFsZ1qlTB0sbWx5GP+RxQqJMC+/bty9169Y1U2UwMuKKg06n49q1a9SoUYM33niDN954A61Wy/nz58nJycHa2ppp06bx6NEjvvnmG9asWcOZM2dYvHgxcXFx2Nvbm4139OhRbt68Sdu2bQEYPnQwl6/eKtNqWafTEnn/HpH37+Lp6U3jZq2xsrYuWzbK9CDjl1mlKpExMj3MxtaOqrXqk5QQx/3b13n86AHlK1TFydU85ybX7ZjmggrM3BiFM8JYHwT5XpLeZCdRlIxDSIXKrPttt0GwV3ozOyMDSxs7Ka9kEPZVmgqrCqbnyQ/HiYZ7k9W8FcmDR+C8ehk+498i8uAZRFsHs3kkxMfxei/JY+4/5E0mfzRPHlOnF9n5mxTiDa5UhRtXLuJaoL1KUYiOjmb69Ons2bOHfv36MX78ePz8/IiPj+fs2bNER0cTFhZGWFgY2dnZz02M+CvgRYTc/gb2iAcPHhRqPQGSWLaxTKa0KFXIzlSI9Hnw2WefsXDhQurWrcuaNWu4efPmUxl0SUlJ+Pv789NPP3HlyhVAcu/XLvqY+Ph4Tp48SVJSEhcuXAAKd2wtCKVSyfLly1myZAkzZ86UV2Vr1qwhNSWFxMTEUq3Unlakq1AoqFatGkOHDuXSycMk1mmIXqHAJTYGX6SQXUHNsLavjSYnMwPP0Kp8v/BjZox7A4VSyciRIwHM8jzG3FZxmDlzJjVr1pRDi6IoolKpcHBwkNmLINF5P/jgA9q3b8/XX39dbF7A19fX7G8V/fAh2//4/alzKAhRFImNecSJwwdJiHtCWP1GVKtZByuDUSs1X6/Al1dpCLeJJn/DkhTBmj7UXdw8qNOwOd6+AdwIP8/1S2fJzso0G684L62oB5JxbxEjrVtAr5eMioikmyjli8T8uiPDGDpRJDM9GbWNI+GXL/PW4L48fPBAkrfSG0kMgnwfBMFEsNV4QgHiPphFXlA51DHRuM+QunnmU8vB2cToWlpZ579n+Ldlu040bNGOVp1eJisp9pkkBq1Wy9ChQ1m1ahUxMTEsWrQIf39/goOD8fDwoHPnzrz55pvUrVuX33//nezs7BceBvxf4N9CavDw8JCfx6a4fPkyrq6uRRzxbJTKIL0oD8kortqkSRNee+21Z4o42tjYyN6Sra0tPj4+VK5cmchbki5cr169ZI+mR48ehQo9S4r4+HhcXFzIzc0tc6VxQYiiyPXr17ly5QpKlRqdgyNJlaVr6enqzsT3PiQjI4OdO3cSFRXF/fv3Of37Tzi6uOEdEETl2pJA6iezZtGqVSsyMzPlflAgNVRLSUlhx44dZvUhRuzYsQOAixcv0q9fP7k3k6urq5mGoL29PbNmzTILdxaHpk2bkpWVRZMmTQD4/fffpDBFCdh2aakpnD11jFs3rlK+QkXqN26Gk7OL2T5FOTvS9md/SUVAaVSqsLI2O+5pnlFR7ysUCnwCgqnbuCUWllZcPHWEiDs30GpL19XUNPyiN80fGQyFkfUmGRLQGVhzxrwSIuSkp6AXVPR+qTEH92wnKirSQIbAkFPSmxgoMLN+GNh0tnbEfrEUURBw2rAWh/1SHZxOFA3zUHAuIoVDV6J4Z8pMmfVnLND1D63C/O834BNQjkexcWQIRXtIGRkZ9OrVCx8fH/bulVTou3TpIoc+jVJZpujevTspKSn/CIP0b0H//v0ZM2YMBw8eRKfTodPpOHDgAO+++y79+/cv05ilMkiWlpbkGkQ4nwcdO3ZkxIgRDB8+nAYNGrBt27an7h8dHc3FixcJDAxk06ZNxMTEmNXHGJlgPXr0kLXaSovffvuNDz74gMTERB5ERZXowWwKrVbL6dOnzcJper2e9u3bU7VqVY4dO0ZWRjr3bl8nsUpNANoGhXDy8D7s7e3p1KkTgYGBjBgxgsz0VFp07cuH/duy+IMxBFaownvvvceIESM4ceIE+/btw9svkBbtOjNp0iScnZ3p3LkzPXv2lO9LVFQU8fHxfPWV1L582LBhbNy4kevXr6PX64mJiTEzSKVFfHy8TAmvUq2G9Px7ir3Izc3h2pWLnDl5DCcXV5q0aIOPX0CR+oil8pDEwj8qTDykZxmx4oyRKdQWloRUrk6Nek3ISEvh/IlDxD6KKjLOb5LayTcMhp+N6huQX/tjZMsZSQYKk6JXkEJluVnpIAikZ+QL5dao3QCdwauShIAl4yGST1IoeH8Asuo3JvnNdwDwnjQadUqSXIOkVAioFAqcHJ0AY/5IkFfrxv0AHJxcuH3tspSj0umIisq/H2+Nm8bOXbvp2ncQa38/gFKppF27dk8tKrexsUGlUv0jDJL4gl5/dXzyySc0aNCANm3aYG1tjbW1Ne3ataN169Z8+umnZRqzVE9uKyurItWjSwtBEFiyZAnr1q1DqVTSv39/Nm3aVKyx27dvH9nZ2Zw7d05+CAK8PXMhjgaJ/aFDhz5TDFIURTZv3sy7775r1r5iy5Ytcjt0Rydn4uPi8PDwKBGBIzU1lS+//BK1Wk3Dhg3lcODUqVMJLBfCvn37KFeuHB06dCA+5iF3L51FYaC2BlWoTM9XhpmNd+TYMdq9MpzmA97AxsERAAsLS0ZNn8uqVatlVlz77n346IsVzPpyBTPmLWHJuu0A/PGH1NStYcOGVKtWjT179piNb21tLQnL9u9PWlqazO4rLT744AO5vcWTmGg5DFWQbafX64m8f5fjh/ej0Who3LwVFSpWeSq9t8RfxiKMEZiG7PIfbqWJgBRX2Gpn70C1Og0pX7EaDyPucunMMVJTkp42LTOYdhvOz/MIhX826P8Z8zvpKQlY2jnhGxjM+YhUzkekorJQm9Us6cR8eriZF2aYkIgo55XiJ39IbmglVHFP8Jz1vkGkVfrLKQ2UcaVCUt42DR+plApUSqlNenCFKpw5so8aNWpQsWJFAgMDqVWrFp07d2bDmmV07zuQKtXrMPdDSeGhadOm9O/fn4iICNasWcPixYvl6XXu3JnLly9LwrH/CNr3v0M6yMLCgg0bNnDr1i1++uknfv31V+7fv8+KFSvKLB0kiCW48rS0NBwdHTl//jyiKBIWFlbiE+Tm5rJhwwa+/fZb+vfvz5AhQ8yKOtPT0xkyZIhsTLp3787mzZtl1tmFCxd46aWXqFy5MkeOHGH8+PEsWrSII0eO8FDlzauNQ3FwdCYjPZVTp06Z0ZKNEEWRo0eP0r59e9noGWuebt68SUxMDJs2beLLNb9ja2/P/PdGMW3qVI4ePWrWSbUobNu2rchmgYIgYGFhQW5uLgsWLKBhw4Y0adKEhet30WXrRkJ/XkHM6ElcHTWJuJho9u/eRpvu/dBbWKFQKFAIYKVUIoqSEKZGhEcRd7lx4RS+vgG0bNUOPdKDNsdgOD8d/wYn9vyOoFAgGjw1W3sHMg11USq1Ggu1BVmGXMjatWtxdXWldu3ape59c/78eerWrSv/npmrN/N2RFEkIe4Jt25cRaFUUrFyNVwNLbWhiPBbMb/mexxFfEyLMEgajYa7n31Eg9mz0TZoSMbBY081RkXlekoCvU7Ho6gIoiPv4uzmQVBoZSwtjSHC/EmZhgvlbsPGUBwGFpzhF50oeTrG/JFWJxmRh9fPYOvqg52rxGbU6UVUhspWvSipfRthrCMCZG+mIARBwOr8GYK6tkIUBO4fOE1exSry2Dpd/nxUCoV8DTqdSJZG+qzFp2dy8eBOLpw6Qk5uLjXq1OfCqaPotXlUrFKD8ItnOX3sIBUrVmTFihWFmmMWRGxsLNevX5dbYb9oGJ9hqampZkokf8Y5Biw/joVN0bJWJUVeVgbrhzf5U+dbFowfP55Zs2Zha2v7zI4LpmoyJcWf7iENGjSIwYMHk5OTw4QJE/Dy8uL111+XvQ97e3t++eUXjh49SrNmzdi6davMZtPpdLz99tt4eHiwefNmABYsWMDDhw9p1qwZAS7OzJj/HV//vIuA4BCaNW/BwoULefLkiXx+vV7Py68MpUWLFuTm5uLpG4DawpI1a9bw7bff8uWXX7Jp0yaq1muMV/UwYuPiiIyIwNHRkT37Dzzz+jp37lxIk27mXClM1rdvXy5fvsy4cePk+6ZTqrA03HVBoUCtUODrF8Cot8bg5+ZGgIMdvnbWeNtaS1IvCgU2ajUC4BccQtteA6naqAXxOXmk5GqITM8kNiuHeymZtBk9k1feX0iHYeNp02cQVes2wtbeke/W/cFPv+3l1NUHfPBJPnMqOTmZEydO4O3tTd26dc3kh0DS2ps2bVqRXlRYWJgs7ArIoSIRkYyMdC6cPcXVKxcJCC5PwyYtzIwRFKGyYPLr864NiyI1FIQp8aBYqZ+nQKFU4h8cQp3GLREEBRdOHCbq/m20Rq/aJFRnWhib/7PJKtjoMSF5KoCsqKDLyyUnMx17J3eDB4pkjIR8oyYgyNdjVGjIZwEa/zam1y6SE1af9E7dEUQRjzmz5B2VhlYYxtyWtFo3MAAVAtZqJdZqJSq1mmptOtPhtTc5e+wAiz97H01uDh/OX0ZiQjynjx1k48aNXLt27ZnGCKSH+V/pwfs8MOb1nvf1V8TFixflbgIXL14s9mWs1SwtSuUfW1tbl9ogtWjRgo0bN/Lbb79hYWHBG2+8wapVq1iwYAEuhnoRQRBo2rQpd+7cwcXFhSpVpNXaL7/8wqlTpzh27JjcklsQBJndY2dtQc8+r5CWo2HJxj18MWsKEydOZOHChezZswc7Ozu++uortm5YzbszF9KsQw/UFpYcP7iLr95/h5zsLOq0fAm1pRUt+7xOUnYe894bTU5ODrGxsfTv0/uZ1ycIAh06dGDVqlWytE/V6rUACA4OlskYjRs3xtLSkmunj6E1rDKVSgXutpZyUtreUvpzaLR6lAoBO7WKXJ2eXJ0OFysLUnM1pORpsFYpydbq0OlF4jKkD0dWnp4UrSVOYR1wVwh426vITEmieeVgPOyssVQrEIDerwyhTftO9HypGZ9//jlfffUVtra2cuHvhx9+SOPGjWnRogXdunVDq9Uye/ZsuvboxfKl38pyMaIoyirgPXr2kkJFOg337t7iUdQD/AKCqFErDPVTGIhmrSnM/zGco5gDRZ5qwAqSGp6GkuSYCjoapvOysLCiQtVapPklE3H7Ok9iHhIUUhkXDy9kkreI3CYc8vM7ejFf8kcQpHCbgGQU9KKk/p2aGo+1nSOWVlaIoohWnz8HhSCbNnmOOlHEWMGlK3CfJBnw/N8SpszAbtcf2O/6A9tL58isJXm8xu61xvMYPTu9XvLAcjQ63KwtSc3VEB4TTVqyxPq8eOY4m9Z+zx+//MjSpUvp06fPU++tKdLS0gqVGPxd8U+uQzJVd3+RSu9GlJrUkJ2dXaqbZSwwXbRoEZ6enkyaJDUIMyoOgETTrl27NrGxsXz33Xf4+/uj0+nYuHEjD0fTJgAA8qdJREFU5cuXl9lcBVErwB4BsLNU4eHqzMz5S1mycQ9JKalUrVqVwMBAFi1axMjJH9NnwBA8nZ1wsbWmRfsufLXtJAt/PczkhT8wctZX+FSswb4Nq0hNjAckUkD58uURRZHbt2+b9RgqiPnz55vpzE0f/yYvvfQSn3zyCffu3QMkb08vgqAQEETDU0WpkOL3Bv0wKaksCVwaGVgC+RpnFkoFdmoVSkHqaJucpUWtEEjN0ZGQqUGr05On0XF9y7d81LU2s3o14N3+LxF5V2IjSnp9Ik5u7vy69wSTP5pHnlZkweJlNGvdnsrVarL4m2/p0KED7h6eZl15//htMxUrVuTgwYOIokhqaqqcB1ixZj2PHkZy/PABsjIyaNCkBZWqVH+qMYICxkAw++fZeMpH0IzUUFSk7xkfX6NHYEp4KLitIOwdnake1piAchWJuHOdaxdOkZmeKhlqA7tBIiCARqcnV6OXNOgMITvp5/zxjAYmJT4GR3dvwzbpMyIIJmE6w35GVp4okk900Oez9RQGejlivneaV6ESaX0kxqbb5x9KXWgV+fRxpSB9HiUWoNSeRafPb11ho1bSpFkbRk77DHcvHzr0HMD2zT8R1rA5I0aMKPI+JSUlFelx/5M8pP9QdpTaQxJFkdzc3BLX6bRt25ZFixYxYcIEjhw5wg8//EBQUBBff/01zZo1A6TQ0KVLl5g6dSrbt28nOTmZpUuXcunSJbmPT7EXoFSgkFlAIrVq1+PXA5d4EHGbrKwsfPwCqVChooFWK30RLZUKbHz9wNeP5Nw8srU6HCyViJr8L0pkZCTNmzfnyy+/ZNy4cfj6+nLmzBkzPTkjCobsXFxc2LVrFwqFgj179vDmm28yadIkNHm5hLVojypSqpPSo5AeFIIk1QKg1ekNoZd878FWJXlKWXodFgoFuYawkNG1T09LJ+FhBG7lqhB76TB7V39Nnz59aNGiBfMWfsGbr77M5p0H8fTxA6SHiqOTCx269iQp9iGpCY8Y996nHNq3A5VCwMPLm4eR9zlx5IBZ7ZmzqzutW7fGz8+PSpUq4eTsQquWrTh/+ih6vZ7K1Wvh4eGJoJDm/iw5oWd5SEaYGa4S5IOMITuewdgqyjsqHfmhAARw9fLF2c2TRw/ucf3CSVw8fPAODEVtYYlOL5Kn1bPo8w+5dP4sX638hROH97Fz60YaNW9F7wGDsbSQvpIKQSAvK53c7AwcXL1QCNLCxOhBaXQigiCg1evz5ywWdogQRXMFQUFqhS7tL5Aw4X3st2zE5thhrI8cILOZpBKiMLk+hSCgN/xmXDSlJCXh6OyCIOh4+bU3aNK6A4PahyGKInl5ubz66quIosjy5ctlTUe9Xk/16tURBIFoEyV2nU5HRkbGP8og/UUdnL88Sq3UYGFhUSqJD0EQGDt2LPXr1+ftt9+WCRGmH74TJ05Qp04datasyezZs1m9ejWtWrXi6NGjz4w/CwIYIheolApsFAI2Pp54e3uYPeQsVNKSUqcXZa8E4OCWdUQ9jKR51z50GzIKL29ffvhsGlEPHxIREcG4ceMASdakOGn83bt3IwiCzBDav38/vXr1YteuXWRnZzN16lS+++47Bo39AF//IGyM3oAhAW0MkWj1EjHAQiWg1enR6ZFXrDpRKqLUI6LRi6Rk61AqBNKytOxZNIn7Zw/xzvKd3Dn4Kx5BFdiwYQOCINCwYUM6depE51aNGP/eTHr17Y+llQ06UTqXrYsncVE3mTBuOHHxCdKYaWk4ODnj4OBIv0Fv0KhJc2rUqYu3tw+/rF/Fgd07cXR05JNPPsXf3xcvX3/8AoJRKZXSyt4QKnqWUSrkIZXhS1zUIbKHZFn4M/qsWqSywixqoFDiG1wBF08/oiNucu3cEdx9y+HqHcj9O7dZ9vV8ADKysvh24afcvXmVvdu3kJ2dy6BhI1EpFegRSY5/hIOLJyqVWrqXopB/X02kgjRafaH5KA1N/gTD/lp9vrFSmGzX+AWQ8towXH5YgtvnH5HRtCUYclUI+YoSxtCdQgGfTB7F9l/Xs/PUTdw9vUnL1RB555p8D+IeP2LdunWA1DX55Zdf5o033mD58uVF3ruMjAwpV1pEs7e/I/7JIbs/G6Uu2LG2ti4TVbhx48acOnWKdevW8fHHH/Pjjz8CUnuHHTt20K1bN7p37w5IFO4DBw6UKBkKyLRVhYDc+VWpELCyUGJlocTaQimHGRITE9j9+y/YqBQginwzazJbf/iaCT2a89Ggznw7fQyVa9encec+uLm5oVAosLW15dq1a8XWJqlUKpRKJb/++iv79u3D0tISjUaDoFAwYcIE5s2bx4CR4+k/7B2slQrsTkvN8LSBQXIVvDFcolBI4RilwiSxDKgVCuwt1KgEBak5WmzUClKytYhaDTmpEvU4OyWBW6cOoEmNl73BsLAwrl+/jpe3DzMmjaZzqwbExjzExlKFUiGgVqtJz8qlS5cu7Nu7h5SUFLZt28aUSROJjorkpxVLGD1sAFfDw3lvwihmTpuAp5sTfV7uhlKlJKRSDfwCy6E00IEBs2LMp8Hs/ZJ8/8TifzX9/paE1FBoLsVMVSzwMju3YaPx4WEactPpRSysrPGrUJOASrVJjn/M9bOHsLJU0fu1N1i37QhuLs68NjKfqXTq6AFytXq0ej3otSQ/eYSrl9Qi3HivjKKpoiiF/owCDRq9KL/y9HqytTqyNTpyDC9jCE8QBLldhXHMpLGT0dvYYn3pPHY7fpfDcoLJfyCx7G7fvMH2X9cD4OnlhUop4GRlQYs2neg/VFKgdzCUYlhYWBIcHMzFixfNjFHBeiRjuK6omrT/8O9CmQxSWWuRLC0tGTBgANOnT5fbJBw/fpy0tDScnZ1lCZ6CSttPg2mdhF5E/qKplQp5JWj0QBSCwDfzP+H9d4fx0ZTR6BH4YFH+FyXypqSTd+nEQTauWIJCqcTPz482bdqUiBbds2dP2rRpQ1xcHHv27KF63ca4eHgx4dOvGDnufXwcrCl38zKWD+6jt7Els2MXA5MuP3RlnKvSwGgyxvFt1UpERJJz89DoRVJzdMTfu8rcl2sRF3mLlwa/w71zUg+k5ORksxoqV1dXTh4/wi+//EJ2VhYDe3VCp9WgVgmgyeLW7Xs0a9aMzp07k5iYSOfOnXnvvffo0aOHPMbbg3uRkRzPTz/9RLVq1Zg2bRpvvTmCJg1qc2j/XhSCID8gS4qnEQqemed5ypgKmdRgbpBMxyzYj6gw/bu48KH5dlNVbQz5G+M+GgN9WmntSIbekiXffE1y9B2GDR5IuZAQftm8kYO7tspj+QaWk+6jViTpyUMsbe2xtHOUzyMYcooarV6mi2fm6tDqRfL0OvmVq9OTo9ORrdOSodFK0kN5WrSmuSWTeheNiztJIyRj4jH3YxR6vVwQa+zJBJJHb20jqTPUqd8YjQ5yNXpystJIeBzNG2OnMWP21/Qf9AYA169LXlOrNu3kawwPDzdTGgGpls/R0bGIu/10JCcnPzW3+7/CP5ll92ej1FVo1tbWctO6F4HGjRvTtWtX3n33Xd59910Apk6dWvIBjIwlk8eETi/lZEQDD1YUwVKlJDtPR//X30apsqBrn1ewVStp0a4ruy5EcuLYQY7u2U7lWvXYs2UdoqAk/MoVunXrxoABA546hVOnTrFy5UqqVavGG2+8Ia+Ym7XrwqxlG7FRK2V5Fvct0uoyvUsPRBtbKYRoUFs2/qtUINejKBSC/GDL0+lRKwS87Sy4l5TD1vlT0Ou0eHq48/Dsfrndxf79+wuFF52cnOjVqxeBgYHUq1ePXp1aoxf1XLtyCZ1OxwcffECfPn3IzMyUm/dt2bIFjUbDp7PnU6VieRwcHPD09JSVxmNjY+nbty89u3akRZuX+GPbDgMTCwMt2XBtRYTuisoLPTN/RNH7FTQmZfGQnja+vLGYsKLx/EYmnakOWU6eHkS4cPkKu3fvJjlbS7MGdWnUsD6kPuLcsf3yvv4VqpCr1WGrVpAUG4VXUBXJWFK42DVPpzdMS5Tr0DS6/FCe3hARMM7LVq0iS6PDVpDalOv1InohP3Sd+Oa7OK1ajuWdWzhtXk9qX0m01yzPB3j6+LHil92o1Wo+mTYGrVbLzl/Xye87u7rRoav0+QgJCQGgcrWapCYnUrVqVVm6yhQJCQnyvqbQ6/VkZ2djaWlJRkYGtra2sghxQkIC7u7uzJw5kxkzZhT+o/wP8V/IruwotYdkb29vVn/yvLC1tWXr1q3MnTsXS0tLli9fbsbuehaq+dnJnpHSoBSgUBjzMwJ6PWTmasnM1aLV6QkqX55JH82majWphbmTlRo7OweCA8tzJ/wC334yBSc3T+5dvUBcXByDBw9+Zujwxx9/ZNmyZYwZM0aS7q9aHVt7Bxq16YiTpRoLhQI3W0usNHnY/y7VU6X1fVU+XjQ8uI0enYCASqkwhIOk/JdxJe5oYUF0Wi42FgriHkjkiOTkZK5fv050dDTnzp1jw4YNxc41LCyM999/H19vD0JCK/HNN98QGRnJuHHj6NKli1lYMjs7mytXrlC3dnVq1qxJ27Zt5dbE69atw9PTkx07duDj48Ph/bvZs3un/PDSaKV/c7U66Tryq2+eSVIo8rtYgu+n7GUWQWoozjsq9jQmRAGzn01ganiMxsiYc9EaFhEKAbLzdHTp2Y/aLTtw5sh+Fsybw5yFX2Fvb8e3335L7779USgUHN6xhUyNlqQnD1GqLLC0d5FZeNL5IEejN7Av80NpkkKDdF2ZGi2ZGi2puRruJmURlZbNg7QsYjKzUBrDdaKUb5XvgwB6R0cSR0vhQ7f5nyLm5BqkiESZkq4wGOSaYQ1JSkzkj41rzIwRQHJiAutX5avdV6xcje4GJt+qVasK3W+NRkNqamohMc6srCzq1G+MnZ0darUaZ2dnLC0t5XpEYwjQVHHlr4KCYd6yvv6NKLWH5ODgwO3bt0u0b2xsLMuWLePGjRs4ODjQu3dv2rZtWyhWLAgCkyZNYuLEiWWKI2t0etRKBRqdiFopfVGNoQmJKCA9II1UWVEErZi/6tSLcPTgbqIf3Afg3GFJbqdSpUokJCQgimKR87px4wZpaWmyqGlYWBjnz5/H3smFT7/9EV8vH5xspDCkQgDbPdtQpqeh8Qsgq1Ezw3ZBfkgrBAFBlPIZRo9KrRLQ6USiMySvND4rj8PrvyMqXOrDNGrUKN5//30+++wzvvnmG0BqnBUWFkadOnUKzVkQhEJtyo3w8PDg1q1bVKtWjbt373Lnzh28vb1lrSqArVulEFPfvn1JSUmhZcuWxMTEAPDG0EHYWNvww5p1NGrchIi4DH5b+x3Xr4Xz3gcz8PH1xcLCSr4fRph++UpqOIra3whjyM5IaijNYtPMCZI9t3wPr6BQq6nBMDgtsjHS6PRSoasAOXqRDt16c/HQLgDOHj/M2eOHCQsLY+jQoTRr0og/du7GTikQ9+QBrgGVUSgUcjjRGAEQBGOIUSTTUM+mR5Q9plydXlZTuHDyGCfXf0NeTjZ1uwxg6ODXEQQBL6UVatFgzMhflSYNeROX5d9g8eghLj/9QMLQt8z+OHkG8oROFHF0ccfWzgFXT2/emvYJTq5uRN6+yZbV33L7ejihoaFYWVlx48YNZn84haFDh5opexiRlJSEjY2NmYZdRkYGDVt34O7Vy4RWqsaDiDsICOTm5tC7d28GDx4sN4ArSpnlP/x9USaDlJOTQ15e3lPbLmi1WgYMGMDp06epX78+Fy5cYNmyZXz//fcMHz68yGPKmtRUmByn04soDd+wpMw8BAGunDvFptVLuH3tCo5OzlSsXotGzdvRrE1HDuzayspvFxB59yZ1m7TiyeNoHt6/A0iU9bt375KZmYmdXWEpkCZNmpi1cDAWl475cC7BweVxsFajF0UsVFJRqvMmaTWZ2nsAglJRKByiNxg+UYrTICDF8fN0UpJaK4pkJcSwfflCnA3yS3fu3MHHx4fFixdjb2/P7NmzOXnyJJ999plZi/KSoFKlShw6dIjHjx9jZWVFo0aNCq1cDx8+jJubG4IgFOpdk5yURDJJLJg3myo1w8hIS+eHJV8AsP6ntTg4OrJz72EqVKyAjSGcJqsNCPkP+WfJChUF02OUBnkosQDtu6h+Rc86jfEYYw7H9LiCLQKM+nMCEktSECA7V4eFIZ9p6Z7f2tn4dw6/eo0Zsz6jSf0wRgx7nVund+Hk4obazkVuH2H8dOsMhbN5Jrm6LAMlX2MgMgDkaPWE345kw4cjqFenNs6+fv/H3nmHSVFmXfxXVZ0nZ4Y05AyCIDkImEUxBzDn7OpiznwmdI1rwlV0zRF0VVCJKojkHIcwMDA5du6K3x9vd80MQQFZ13U9PPMw091VXd1dXfe99557Dp8/fTfZPgcXX3gFUc3EpcgoSuL8k8QCyOOh+pa7aHbHTWQ/9wR1512E5hU9o4SyOIjRhIIuPfly6XbqVRXLgkyPi27detGmTTuuPfd4Xn/9dYYNG8ZPP/3EunXr9mvWVl1d3eQc03Wdk8aeybolgvhTuHEt7du3Jzc3l4ULFwLYwSg/P/+gqim/FQ6HfcR/g/3EvwMHVbL7+uuvCYVCeL1e/H7/zz729ddfZ968eYwcOZKnnnrKFvmcN2/eQR/khg0bmD9/PqtWrdpnbTWmG4RVXbCT4tlFWDWQJHjlifu5ftxJVBRv5cLx5zGo/5EsX7SAO64dzz8mP8vCBd+xdeNaDF2PW1fHGDTqBKqqqujatSvp6elN/If2fD/2xL3PvE6//kNI8Thtxp8sSSgVpfjmCUmkwNmNelJ7lISseO3fnuaP2wl0yUzFo8isnvEpPl8SRUVF3HXXXZx00kn2rhJU+tTUVNuu/EBRX1/P6tWrbQ2+4cOH79PTpH///rRr1w5JknjyySd5/PHHGT9elB9btWrNKWeOY8Xq1Tw36f/sYAQwadIk/PX1DOnfm5w0Hz26dOCCceeyq3hnk8Z5Ihg3eX8OApbVkCHh3vdgbOJxTf5u/MsegbEhADVI/yRmxRqX6BIacHo8YERiYhg6rBp4FIUjuvei/3HCgbdLly4AZOY2o7psN//617945vkXSfJ60KIhQhXb0XXNztik+GCrRUItwbS16gKqhmlZxAyTTZURygMawfp6DDXGk08+yfTp0xl9+jj+Oeleysp2k+JxxMOQZA/MSggl79pzL0Rt2x5HdRUZ/3hRLIh0MesU0Q1Cmk7MMNkVDLNh+1b+dsd1PH//X1iwYB4BVaNjt564PV6efmkKlmUxcOBALr/8cnskwu/3NyHc7BmQ3nzzTebPFZYVgwYNYvbs2WzevJkff/wRVVX56aefuO2223jsscfYHpf4+r0hkdX+2p//RRxUQDr33HPJyMhg69atvxiQBg4cyFFHHcWcOXPo168fbdq0wev1cvvtt+/12A0bNjBp0qS92Hu6rnPJJZfQrVs3hg0bRu/evbngggvYvHlzE7061TBRDTH5blNidbFi/OKT9xg/fjxr1qzh8ccf5/XXX2fH1s2cd955fPHu61x87QT6Dh4BQF11FR5vEv94/m/2lyQrK2u/Aal///52TRtgzNkXctxJp+NWFDHIaDScVamffoRkmkT6DUBrJ9QrpDhpQZKkRhfB+MUhPpFvWuBUZKK6uKgVbtlEs7xcFi1axKOPPtok8Fx22WXMnTuX6urqvRxv94dYLMaqVav44YcfyMjIYPTo0aiq+ov21JIkMWHCBO644w4uv1woll955RWowWr0WGyvbPdf//pXEymZ7du3Me3Tj+nasQ2XX3wBO3fswLSsBomdAyik75lRJf5W9jGHdMA6dYksKF6msxodjngOEZF0M3Gskl2ig4YekqqJcp2qC8aaX9Xwut10HijEQxM2IY1nb8aceDzrNm2h0kwhEqxj97qfqKssIaG6nTivTdNCt0xCmo6MhAlEDZH1ZPoclNbHUNLykB0u25rltacfQddUVi5fgmlZcRZqo5edeN1OJ+V/vQeA7Feeg5pqDNOiLqLywZQX+Mslp3PJmCHsWLuCiVedy4bF37NjzRLuvuxMbj77GBbMm8UNdzzEZx+8yfGnnsXDDz/MmWeeyZAhQ8jJySEtLY3WbdqzZMkSDMOgtrbWJtEAzJ8/n+YtC+g3cCiejGaMGjXKtpNxOp0MGDCAJ554gjvvvPOQFaX/xO8XBxWQPvroI/r06UMgEPjFgHTEEUewePFi/H4/8+bN48svv2Tz5s1NbMkBSkpKOProo7nzzjt5+eWXAbjmmmt46aWXeOaZZ3jrrbd47bXXWL9+PVOmTOG9996jc+fOtG7dmm3bRM9neKdM0YC1IBwz0AwTv6ZhYdF3yNGsWLFiL4+kYcOGUVdVwcUnD2TZj9/Ztz/1+MN0797d/jsnJ4eKior9sl6mTJli/754/lybYRaM6TgdMg5ZzDulfiTmrhqTGQCbRdVYOkeODy2aloXTIUo79TENpyzj9njZsmULxxxzDMXFxU32lZeXx9FHH31AEv6mabJ161ZmzZpFNBrl6KOPpnv37vh8Prp3786aNWsOmFI7cuRIKisruffeezEMg0jQb79fiXmzBQsW8NFHH5EXp8+vW7eO8vJyTjvtNGbN/IYBfXvx9fSvUGTpZ2mvDYFh/8djByRvU4O+xHbWHjFvX9kRNFLntreNZ0CJrMg0RTYUvy0RjLQ4Q1LVTWQZQprOplVL2FWym9POOIeu/YeRnpVDRnYuOa2FoO3QoUNp27Ytw067hCN6H0VawRGktehIXek2dm9cQtBfaw9OhzRDlAUtk4pIFM0wMSyL2oiOyyHm7yynlw5Hn8bd99zLkiVLaNOmDQXtO7F+8ffURTQarYGavLemZVF/6plEuvVECfhp9spzACxfuZTJTzxApLqU4q2bePe5h6mrKueLL75gy5YtzJkzh4zMLB648SJWLv2JCQ88wbxvv+Thhx+htKqOjLxWnHXh1Tz01GSyc3M5euQopk6disfjaRqUx4xhd3ER27duxtLV/X/Iv2P8r9hP/DtwUAHp+OOPZ/ny5Zx//vm/GJAScDqdjBgxgpNPPhmHw0FFRUWT+++66y4Mw6BHjx52jfj777/n+uuvZ8GCBfTt25fLL7+crl27cumll/LJJ59w4YUXoqoq9fX19n4ckmxbLmM1MI9Gn3I269evZ/LkyQQCAb799luuu+46nn/+eWSHg0ioKUtnT6fYrKwsDMOgrq6uye2rV69m165dvPTSSxQWFnLKORfZpmsuRcbrUmz/Gc+6Vbg3rsd0uwmMPdPOHhLNaZsxJTWq1dslu4YLR47XzZBjGtxwb7zxxgP6DPZEeXk5c+bMYceOHRx11FEMGDCgSY+sZcuWpKWl7dOeeH9I9JWWLl1qW3w8+eSTjB8/nlWrVvH992JGatLjj/P111/TrVs3cnNzmTZtGkXbtzN82DAuv2Q8FVV1RDXDvmDuq3q3L+JD49sa5pAOfgW9Jwtwz2BkNApGILJzzWggyNiEBl30nEKqQSQS4taLxvLaY3fz7vOPctENt9O+e29qqyoo3rKR5q3acM2116JkFZDk8aCbFh6nQlJ6Ls26DMCTmk3l1lXU7tyAoUZRJImobuCQZCxEz0g3LJyyRF3EIDfZidMh0//C28AymTNHqNb36dmNXTuKRMkvXtIWg9mS/TsAkkz57YJKnfPmZNzBOtSgYNYef/zxAOzYvJ4LrriBQYMGIUkSI0eOZMmCebz33nusWDiP9998hYnPvM7go48jFAyiGwbNWrRk0Mjjee7NzxgwdBRz5sxhwYIFfPnll7z77rvMmDGDT7+aTVJyCkcNHsHq5YubSAz9t+DPkt2h4+CtVRE9ikAg0CSKX3rppbz//vt7PdYwDCZPnkyvXr3Iz88nPz+fRx99tOELbhhUV1ezdu1aSktLeeihh3jvvfd47bXXKC0tpXPnzk32d+aZZ3L11VcDNJm1sbCI6AZKXKUhP8VDhsfF4BHHMuaci7nmmmtITU3l+OOP5403/0nRjp2MPHEsI04Ya++jpqbGlgqy3yBZplmzZnuVsI4//nhatWpFQUEBKSkp5CQ78KWk2RJFicFcgJQPxWR6+IQxkC6IABKJi0AiODVMz1vxoGRT2IGWqT4My2LgqBOZs7GKvPwWLF2+0rYoPxAEAgEWLlzIsmXLaNeuHUcffbSt3t0YkiTRp08fKioqDuqC0DhwL1y4kAkTJgDQq1cvW7fw4osvti9qxcXFHHHEEfTr14+hQ4cSjUT4vwfuwqFITb6UB1C9a4LGBn17Zkf73V/jINf4uRutVkUyJNnBKEFt103BgWugZ4tgpMb7PBHZycgxZ/PTnBlMnfICj918Cb0GDgegtGgrTz73d5LyCnDmtcE0LXwuxe4bKYqD5NwCcjsdBViUbVpEtGoHWAa1qoorzuCJ6iZanJrtVCRaZ3pxutykt+rAK1/MB0QGHaivwedU0OO9yQR7MHGuKnHVk/qRxxHp3A05GiH5X9MYNmQEw0883WZyhkNBrr5obzXv888/n/nz51NdXsJd11/IqiXz6dWtE7VlO3lwwrWcPKATLz01kfueeJFjjjueRUuXc+qpp3LBBRdw0kkn8cGbrzDi2JO48KqbMU2TNm3a0KZNG2RZxutL4phjjrEXN3/ij4dDCkgpKSkYhtFkQPbNN99k3LhxfPTRR/aXWNM0rr/+eq699lo6d+7MRx99xJ133sk999zD448/DsALL7zA7bffzq233sqCBQt48MEHkWWZyy+/HKfTycKFC21xzwQWL14M0CRYJbkcJLkcOGTZnkFKqB3c/cgz/P3dr7j7yZc5bfwVxGJRYtEIzVsUUFnacMHdX9bXrFkzysrKAFFiXLNmDY899ph9f58+fXjr7bcZdfwpqIaJx6XgUARDTo5GSfkkPgx7znhbqVneg1UmLkDxC2D898SK1e1U7NvT3S4kJG57/EV2F+/g5JNPprCw8Gc/L03TWLt2LfPmzSMpSXyp27Vr97NW7x6Ph969e7Nq1SpCodDP7j8BRVGYMWMGK1asYODAgb/4+Hnz5rF69WoKCwu555570HWdt6a8ypbNm5uY2R3silHex2DsPrffo2a3Z2bUQFxIBBvLLtElgpFtZtdI8w0aZH3qYioyEI7TrI899lj8tdX4coRI73njLsDrVFAzWpOf5BEzQaYw4JMkbNae5PDgataZ1IJeRPzVxHasxBGuIRjT4s8nSrxep0x5QKcuYqDqJt60LExV9GY1Zyo11VWiH+lU7GxOLIYajl8CFFmm9gxBvsme9gGSw8mESS/z9HsNRJ79GXV27dqVTZs28f3331NUVMTbb7/NokWLKC4u5v7772PqO69x3bnHosWiZDdvy20Tn2L6oi288sEMzr/8RsZfO4H8tp24/aGnOfOCyxl+/GlMeOhvXP2XuyitrOGEE0+yVfR/j0iw7H7tz/8iDikgybJMcnJykwv4Bx98AAjiQ9u2bSkoKMDlcjF58mReeeUVPv74Y84++2weeeQRzjzzTHt2Jz09nUmTJtn6eG3btrWnuR988EGKior461//Coi+x+LFi22nwgTNGqBvm1TR7E3MHRkmbqdMktuBz+2gX//BnHDqubRt2wGX04miKBTt2Mb6Vcvwer289957FBQU7PP15ubmEgqFCAQCnHTSSfTq1YtLL72UCQ8KkczS0lLOHHcZV9wwAa9TaUJDT5r+L5TaGrQWLQmPFBIqgs7d9DkacwDibSjxXifukETQ9cSHZPv0H8pN94kh1TPPu3Cfx21ZFkVFRcyaNYv6+npGjBhBr169fpau3xj5+fm0atWKxYsX77Uo2B9OOOEEevfufUCPveCCCygsLOSnn35qcvvqlSvE8e9ZPjvAwJTwQ7L2KNnt1S9qcl+jABi/rfGFwTDjvSOpUWYUD04Ji4cEzHgQ0QwxW/b2i0/w4+eC8j9zpmCQrV36I6ecfT5nnHYqsax2tEpNwbKwF1SJ3clSQ8ZlYRFSPFjNu6GnNcdZW0xm7VZi8bJz4v3JSXZQExRlU39lKacNEj3Rji0yiUbC8QFbQ0hH7fkGxf+TZYn6M87FkmXSli/CuWMbKS4nbbv3YsDIEwC47777UNV993lat27NsGHDmngctWzZknvvvZdVq1Zx3333UVFRwZyvPuHJ+//KhWOGsHjBPEaeehZ11VVcdeZo7r7xYv710TsMOfZkjj/7IsZefC1PTJlKZnYO48eP36uM/nvBnyW7Q8chBSQQgaSuro6ioiLOPvtszjvvPADatGnD6aefzplnnsmECRO46qqruPLKK5tsm5GRsdeJfMUVV/Dggw+yaNEie+V+zDHHcN999/H8888zatQoXnjhBQYMGGBv87e//Q0z4XAGrF2zim9nfEltKIZmmPaPbojLjUOWGDh8NLFYDMMw2LxmOQCPP/74z8oDOZ1OsrOzue2221i1alXD8z8oSlLtOnblrolP4vW4bV26xMo29d03AAiefzE4FNHbshp7lDYaumx8EsYzpATJwetUhPS/IpPudaKZJmPHXc7w404hVFe51zFXVVUxb948tmzZQu/evRk8ePAhyfv36NEDl8vF8uXLD3ujVZIkOnTowIABA4hGozz11FMA6KZus8oSaKz0sOdte8KeQ4ob9O112PvYbP9lOqsJtbtxmS5xv3gtDdsiNQz+WlhsXL5or+fbOO9Lzj7lRF5++WWiuoVmmnFChxjgTgzcJg41pDUsCKqiGvXudIrTOhGSvbQMbiU7tAsnhhgOlyVcDpnqbesIV+yyF1qxWAxZVvA5FdyOhBJI/Bniq6DGIcrMb05g2EgACr78GMMySXE5uee5N7j05rt4fNIkuvU60u79Hii6d+9OXl4eZ511Frt372b58uWcPvYU3n/9Ba4aO4Lrzz8Rn1NixowZHNmnNzddcCqP/fUqZn75KcnJKdzz5CusXbeegoICHnvssSbXgP9lvPTSS7Rt2xaPx0Pfvn1thuUvYcGCBTgcjgNeSP47cVABqUePHnTq1InRo0fj8/n49ttvadu2rT2Aeeutt/LJJ5/wzDPP8Mwzz/Dkk08yefLkvSjA69evt11hE+jTpw8PPPCA7QybwK233kqXLl347rvvcDgcJCcn88ADD3DnnXcybdo0li5dCsAPP/zA1Wcfy13XjuemC09l/dpVhFWDYEy3J8wloKBdR668+W5ymzWnuqKMZ96Yyk033fSLrz0/P59jjz2WPn36cN1119l9LIC/v/UZUc2Ml+KEXJEiS7iKtuKd/x2WJOEfd5HdN7LTcauRUoPVUK5L3LcvKLJkz4/olslRQ0eybds2O8CHw2GWLFnCokWLaNmyJSNHjiQ/P//Qh45lmX79+lFfX8/GjRsPaR8HArfbzTnnnAPAU5MeRVXjWY61d+DZV+bU+PfG4qqN+0ZNf6HJosB+rvj9CQFSEJ9XA5suzqyzGgmpxoNnQl2jMW0/VFfDxmXigq04hA5bUlIS9957H2s2bKb/WVfSLDOLsGZgmpYtrpvIuhoP5AZV3b6tKqihWTJlrjyKkjvgxKBl3UbSY5VsrgihqTHmPnk9vXsfYQ+iV0UkdE0lqhv28yTK2xINtLtEhi5LUH+mkP3JmvYB6S7hy6XIMsdefD0vffQtisPB4MGDufbaaw9Y4zIQCBAOh8nNzbX7lf/4xz+oqqxg3rx5zJs3j6VLl3LCCScwa9Ys7rj9NkI1pTw24Wqef+xe2nY/kne/XsSp51zI3XffzR0Tnzqg5/2t8J9g2X344Yf85S9/4Z577mHFihUMGzaME088kZ07d/7sdvX19Vx00UWMHj3617zkw4aDCkh5eXkUFhYyZ84cRo8eTfPmzenevTu1tbUEg0Geeuqp/daVG6OwsHAvssL+kJqayiWXXIJpmlx//fUEg0EuueQS7rjjDlJTUznllFNYsWIF559/PkOGDObrr7+murKcy087mivPOpYvP3mXRfPnUldXiyxL/DD7K6a+9zoOGZYuXsRfLjn9gI4jPz8fp9PJs88+ywsvvMArr7zCubc9AkA46BcGgIkGsSxKL2nvvglAZNRxmK1aA/H6fKMynGk1GKjJTQZDGtkzxK8VjvhkvSRBts+NhERunuhF7Ny5kw0bNjBnjjDVGz16NB07dtyvh9PBwO12M2DAALZv337YavdbtmzhscceY+HChfYKt2XLlrz55ptsLdzMtE/21uM7oPKdaTYq2SVo39jZwJ5ByB52TQQiy2oiAdSYyq0Zpl2K04wG8VKxn4ZanyyJ8p4jroDerHVbALJatcftdnPffffhSc+m++lXMnjoSDTTJNnlQE+U5qyGfVqW0K9zSOKrWhyIoBkWMcOiNmwQ1kxikpudntaU+FqTFK1htHsX2ZafWLCOdYXbbVmeLq2yiEWjRHUxsJvoOzW8vzT53bQgcOIpGEnJuIp3kLZ8Ebk+D7k+D8kOB8kFHbl3yudcf89jTHnzTY4++mhqamr2+5knsGvXLvLy8vYaT/D5fIwYMYIRI0bYIqper5eJEyeycOFCJk6cyBfvTWFn0VYcaVlcedtEjjtzPK/9/Ykmw7b/afwn1L6ffvppLr/8cq644gq6du3Ks88+S6tWrexRmv3h6quvZty4cQwaNOhXvOLDh4MKSLNnz+axxx7j4osFa83pdDJr1izS09NJSko6oH1cc801VFZW2tbmB4JLLrmE1q3FBb1jx440a9aM9PR0li1bht/v58gjj6SiooLJkydz/PHHs71wI++//z6pHoUn77mJWy49g4tOHsyNl57FbVePZ8BRQnOu8bzRL8HtdlNZWckrr7yCLMsUFRVR0EZcaKpra2w/JkkSDDs0jeQPxAxO4MJLheJCfN7IAltMtXHZpMlqPp4ZyPZKFvtOCbFSlyWoD4je0JYtW6iqqmLIkCH06dPngA0UDxSpqakMHDiQjRs37jX/dCg49dRTufvuuxk8eDAtWrTgmmuu4auvvsLpdOJyuSgrLbEf+3P19b1+j5frACy3Z69EMyHEu+eXvrE6dsJSPIGEAZ6qm3a23Th7sgNafBGhxxXckSA/L4+Xv/iR1xbtYMI/PuPV96fStseRODoNIM3twrAsPA6FmGHgVmSMRrbmlgVR3cDCoiYWozgQwbKg1K+h6kKZwamIfqRmWtRKSax2tGOzmsKgtBAPPfwouRkNPZz8/Hx0XSNaW0U4ptukicZKGbLc0L+SJLC8PvxjxKIt49P37b5TfrKXLI8bS5bpf9p47n9tGus3bubMS6/72c/dsix27txpf58PBjfeeCPt27fj7ktPZ9vWTVRHVY457Xzqaqo4/dH3fnkHvxGsw/QPBNGq8U+s0fmdgKqqLFu2bC8ZpeOOO44ff/xxv8f5xhtvsHXrVh544IHD+wb8Chx0D+nOO+/kzTff5L777qNFixZNZoEOBAk16YMp/+Tm5trT3DfddJN9se3QoQOjR4+mdevWzJkzh06dOgHCMO+8885j/vz5bNiwgdWrV5PbvBWrl/zIK6+8wpdffnlA/kZ7ok+fPvbkeIcOHVgzbwZOl5sePY+0xV0TfQDvN1/iqCzHyM0jdOxJ9sVKliS7JNK4iCYuQJZ9m11GiUORJbukoxkW/piGFvbTKTeZiy66iG7dujF06NC99OUOJzIzMznqqKNYtWrVL5YCfglt27a1e4VlZWW88+67jBkzhvHjxzNi5DFcfuU1e22zr4yoSaDCgliD2ofpSYirWnbgsO+Lv9+m2XSGKBGIJEmyFUCQ4qrlYPcHxT6wb4v/Ikg1iEClSBIuWcGjKOS4nbTVSkhyOwhmdSA3yYckQYrLgSxBistpky4SQSKoacQMk+poQ7+1uF78HogZqLpFVGsQVpUlSPE4KFMy+aQ6j7qYxdNPPcXGjRtRVdUOAgsXfo9f04iohl1iFq+5aYkw8X/dmaK/mv7VNBzRKC6HmPnL8blpluRBkSTadOnBKVfewg9fffKzowKVlZVYlrXPcYNfQnp6OvPmzaNZbhb3XXYGOwo30LprL9Iyswn89Nk+L9b/7WjVqhVpaWn2T2N2bwJVVVUYhrGXgWheXp7NDt4ThYWF3Hnnnbz77rsHNEj/W+GQSQ3w87I6+8NDDz1Ex44d7dT+pZdeoqio6Be3S7zZa9eubXL7F198QVFR0T6lcpxOJ126dKFnz56sW7GYSDjE1VdffdD9lIkTJ3LZZZcRjUZRFIVevXphGAYzPn6bfkOOxut1oceb0iAujmnvvAFA4NwLkFxOW0i1MYsr0XMw4r0je2VK0wuDCEbCMsC0oDYUJFyymdiudWzdsZPnnnuO1q1b/yaOm7m5uQwYMIDVq1cflJHinvjqq6/QdZ3PP/+c1PRM+vTpy7CjR3Hm2efx9IuTURp9SZow2KwGg7nEhbvxCl+Ky09ZigIOp93fSfTozEa9ISveB2qQARKBR9VN2zYjqprENNM2zmtM825MSLFlj+L7TAz2OmSJVKeMXLEJl2RhNutCi9RkZCRSXU5kSSLJ6WjyuhojrOtIwI76CHr8/vqoQUw3SXLJaKZFVBdEBqcs4XFIuB0KksOJWlPC3//+dwKBALNnzyY9PZ38lq35bsZnpDidthp+4n1pHNwTpUNZgtCAIagtW6ME/KR8+5WoAjjEuZjpcZMVJ/Mcc9q5WJbFN998s9/PfceOHbRq1epnRw5+Dnl5ecydO5fmeTncc8lYTE1l1HmXM2/GNPK69D3sxJtDwc8x5w7mB8SsXn19vf1z11137fd59/z+78+lwDAMxo0bx0MPPWQv4n8v+FUBKTs7m5qamoNiuSTmTn788UcKCwu5/vrrue66n0/zNU2zFRT2XJknmrKHE9u3b+eRRx7h008/ZeXKlaxatYo33niDa665hsWLF9sNwDYdu/DAc1OQJQmPU7FLIO7dxXjnCiHV+vGXNNl3IgtKrNYNo4FN1vi7JMgLDbRvCwtV06jctY3I9uVYpomv7ZF88cWXtGzZ8rC+/l9CTk4OgwYNYv369WzatOmQLwKSJHHqqafSe8Aw5v/wHauWL+XTjz9g3JmnMmrogCa+W4mLdYKlaJh7P6dlAdEEw27vkmVDfd5qwp5TdRMtEYSAsKoT00zCqiiXRTXDLtUJzUTT7hk1ZgMmghuS+FwlCSRDo65oFRISvlbdaZacIsR245m0Q5Jt2aHG9uQR3cCI31+vaiS7FeoiBskupWG0wRTCp4nsTzdFnzEcE0FsbonJ0qVL6du3L3369KGoqIhJjz5MoGIX70x5CUWWiGmmXao0TcteDCVKwwCKQ6HuDMGiTf+0oTTmdIhFVpbPhUOSSE1JpaBjN6644gpGnXQ6PY8cwI033mh/Z1VVpaysbJ/luvnz5x/w4jYnJ4cTTjiBcDDAuEEdGD50OKecfg71ReuaqO//x2D9emJDYnWampra5Gdf+n3Z2dkoirJXNlRRUbFX1gSCVLJ06VJuuOEGHA4HDoeDiRMnsmrVKhwOh63s8Z/ArwpIKSkpyLJ8UGU7h8NBZmYmy5cv59lnnwXYi1m3JyZMmEBhYSEffvghb7/99q855APCgw8+yL333stZZ51Fnz59bKLGmjVr2LlzJ4MHDyE5OZlLr7+NNK/PzmQcsrAbT33/n0iWRWToCPR27Zuw6iRJijfOrSayQPaqlERDuRGDy7QI1FSwc91PRP2VkNeZnfUa447rz8rFCyjoMYDfGllZWQwdOpQdO3awfPnyX9VUjskiG0oI725Yv5bCzRuprakW9tzxANC4rwMN/ZvE+2hZQDieIcVVGhL9ncaZR2LQtXFmBMKOOxKLl+YsMasT00QgCqk6Md2w2XSJWbI9DflU3UTVTNHXiQSp2roMxeUls6AnXqcLCwu3IqNIDUzJxOsw4llWWNftjEuShMNrSDXwOmXqo8LOQpEkIqrQtkt2CUfiZLeMQ5bwuR0YlkVepz5EIhE+/vhjmjVrxsiRI+nUqRP33HMPyUY9dQG/nfk1vDdWvH9JfPRALPjqzxJlu5TvZiOXl+2VybVM9mFaFn99+nUA5s74jLUrFvPPt9+hQ6dO3HXXXfz000+kp6eTkpLCtm3bmDZtGrt372bu3LkMGzaM7OzsvWbS9oc777zTLl998o/n+WLqh9x9991kZmYe0PZ/JLhcLvr27WvPuCUwc+bMfZqLpqamsmbNGlauXGn/XHPNNXTu3JmVK1c2Ga35rfGrApIkSQddtuvWrRtVVVXcd999vPTSSwwZMoQ77rhjv4//7LPP+Pvf/87f/vY3zjnnnH1aIhxuJF7PKaecAsA99wj1Y0mSmD59OoWFm7ni2hs59qTTSfY4UGSx4rUAyTRJef8tAPwXXAo0ZDmS1GBXkBBQhYb+R+NGOZZYsUbCAXZsWEZ50QZScwtQm3VD8aXx+duvUlVWwvPPP8+Lj9/3b39P9oW0tDSGDx9OKBRiwYIFe6m1Hyh+mv4Jpmky+zshcdPziCNp1bqArUU7uObyC3n5788QiA9ha4aJaYoAYJqNM6d4IzgmBqwtt9vWBGwgHjQticU0k6hmENUMwqoIRBHNIBjVCati7qc2qhKIid9VsyEzSmRJhmkR00yRweoJW3GI+Cup2roCX0Y+Ga26IsmyTWQxLRFkEhqGpgW6JbYN6zqGJQgLAEFNBEKnLBGNl+kS8kAmwu4+ppv4nOKrXBcxyE5yoEgSnja98GTkcu2111JVVYWiKAwYMIDHHnuMcDhMaPtyqndvQbLE/FLjIJTI1hK9Tb19R8JHHoVkmmR+9pF97A5ZEDEkhIpISm4+/1yykxFjRUYVqK9j+Amn8fjjj7Ny5Urhk3bFjXTu0pUzzjiDli1bMmqUUEDPzM5l6LBhzJgx4xfPmbS0NLt8tWDuN/Tt23e/xpO/Nf4TLLtbb72V1157jSlTprBhwwZuueUWdu7cyTXXiF7sXXfdxUUXXQSIUY4ePXo0+cnNzcXj8dCjR48DJqj9O/Cru1mJgNShQ4cD3kaSJO666y6eeuop+vfvv9dMUgIrVqzg9NNPx+Px/GJZ73DBsiybKv3FF1/Yt/fp04fSimoMQ6e0JsAxRw/H6xZCc864npgsSSTN/RZnyW6MjExCJ54a36fYh90XsqQmlOHGdOZE/yEai1FXuo1AVSnJ2S1Ia92d0rCGZpps3bCGWZ9/wCuvvNJkHuo/AY/Hw5AhQ1i1ahXz5s2jT58+B00YsSyLK2+6nbkzhSzNiqWLOOv8C7n0vNNxu918+dlUPnj7Td765Evy8pvbAV6WRImqMaS44kdj+/LExTURlIxGJREJITSamDNCgspIDJcisg0QwcIyRTCJGgbOeHAJxzQckoxTlqmtrCQjIwtFkgiWbyNaV0Zay85400TzXpGE3pwsgTOuaK7EM6TEgiSmi1JcImsLxodhJUlIYLkVIy45pVAdFtT2iGri8TkIxAxykpwku2V212u0yPQRKNHwZeRSs21tk8XCWWedxf3330966y4c5U2hZMNPZDRvjy+jGa54YEv0xhJlaNOCmjPH4Vu+hPRP36fyqpuwLKGd53EpRFWDNJeTyoiwPr/47sfp1OtIqstKOO2Kmzj38mtx1+7ghBNOsGfm7nlqMi6Xh9S0dLr2OIIkj49Th3bjpJNOoqqqar+LT9M0Ofnkk5vcdtJJJ/0mPdQDweFQ6z7Y7c8991yqq6uZOHEipaWl9OjRg+nTp9tD0aWlpb+aiPRb4FdlSNAQkA52WvrFF18kGo1y/fXX7/N+0zR57bXXABgxYsRvxgSprKzkX//6FwC9Bwxj0GhhgLdixQp6DxzGv35Yx7irJ4AkEa2rwhG3mU4gNUFmOHscpsdjN44TPYvGjeQmPQi7mWlSW7qTXesWEotGyel0FKn5HdgdEl9i1TDZvm4lwM+qS/yWUBSFI488kh49erBs2TLWrl17wCU8TdM488wzef0FIcM0duxYBg4cyCfvv01BQQGFhYWsWbOGcCjAzddc2sRjCmjSezFNsOIXXtPt3isjSjxe08XFP6YZhOPZT1k4yo5AiLKQCGiaaRLSDLT4eR3RBZEAIKDqaKaJUxb9ndnffsnYQZ2Z8dGb1G5fgR7xk9WhH770XFtNWzVMWw3eIlGeteyZNC1h7hcnF4Q03ab3O2UJf0wn2a3glEWW7XUqdvk3opmEVJOwJoJbXrKDosogHqdCVsc+AJz014bh0YTO4MO330DQlYWSXUBt6TbKC5cR9tc1uaCalmgmyTIETjkD0+XCu2EtnvVr7AAgIUgOqmnSOsVHlsdFy5Qkjj1jPJfedCcel5tsl4mc3Zru/YXIbl7L1hR0P5J+I08gv3VbfpjzLROuOo/amio6der0s9eTRYsWMXv2bPtvr9fLuHHjfvY8+1/AddddR1FREbFYjGXLljF8+HD7vjfffPNnzVEffPBBVq5c+e8/yF/Arw5I6enpyLJ8QANxANFolEWLFvHII49w2mmn0b59+70eU1RURGZmJps3bwb4xeGuw4nc3FyaN2/OGRdeyaQ3PuWB59+gZdsOeHxJnH7exXhcCi6HQmazAurKd9hfXEkCZcd2kmaKckPd+EsEndhqKMk1VmkQTWjLptxqhkWgtoridYvwV+0mqUUXklp2R5fdlAYjxEyTykgMRY3w/otPMGTkcYckBfTvRKtWrRgxYgQ1NTXMnTuXysq9JY32RMKCAsTnPHXqVGbNmsXjjz/OjBkzSEtLo1OnTow8/hQWLfiemuqqeNku0YeLB/p48ElkSJbb02gRkDDUa3qRi+kmVZEYFeGofVtxIEJdTEU1xKJBNURgAqhXVfzxUl51VCWo6qhqjEduuYxzzz2X/r064ErOILNtH9yeuMdPfNGR6PsI6/LGWbPIwCQpnolhNbElBwiqYkbJivcgPU65CakjpBq4FIm6iI5hWlSFddrnJROO6cQiQj1h7cfP2aaAxxxzDDNnzsSblMyrf5tIZnZzsjsehTc1k7ItKyjbvg5dizYJ9KYJRkYmgdFCxy51+mckZJIS1uoeh4JTlgXrToLmSV4MyyINFTkWxNesHROee5N3lxXz9y8Wktu8JdM/eYfzRx7BIxOuwmHFeOWVV9iwYcPP9pWnTp0KiIWQz+dj9uzZtgPv7wGHwqjb18//In512iFJkm3P0Nj5cX949913bSmTxvbbCaiqyllnnUV9fT2zZs2iTZs2hzREdyior6/n+eefp6SkhBWLFog6vMPBe1/9gGkYpKel4oxfGNKym1NTso2wv4bk9Cws0yLv7luRDIPQ8JHEOnUVAciMl+QsmsizJHpGiiwRC4ep3lVINFRHck4BnszmqKZocu8IhHDLEl9/+h5V/jDfvfsiodoqXnzmid/kPTlYJCcnM2zYMLZt28aiRYto0aIFXbt23e+gbrNmzejRowcffvghzZsL1YmkpCS7r7hoay2bFnzB26+/zAmnnIE3OU1kSUpiNSXeU1mKU60TGVLcVyhBaEiQSExLKC4kGvl1MY2gJi7kgZiBU5EoC2ikekxS3Q48DgXLNKmJ6iQ7FUoCUZLdCklOB5pp4tCjPP/3F0hKSSO5TW8UTzKKY+91ngUoikRMFxmPFh+ejRoi+CTKdOE40y+qixmhcMIbyhJ9IyMmVCI8TplQUGTNDkWmJqzTPM1FzLBI9whSQ3qSm6x+Y6gvLaK+cBkffPABF1xwAR07duSYY47hxOOP48uvpvPjkkWMGDgIV15bUrKbU7t7CzvX/kR6szak5rZCUZT44DAERh5L2ox/kfLj91RMaCjrJc5l4WZr4VEE0SLV5SS4eytKai5er5dYVMWjKJTv2slbz0xk4ayvGHb8qUx54akDLvuPHTuWnTt3YhgG99xzD3369Dmg7X4rHA617v9Vte/DUgdr1qwZa9asoUePHj9bx62vr7etDC655BLb+rox3n77bZYtW8bMmTNZsmQJ/fr1O2T5m/Lyck4++WQeeuihvWrO+0KXLl1s6uTQo4/FKct4nQo4fYK4EG/2KpIEDoX0vJbUlu0gOT2L5On/Imn2N1hOJxUPi/KIPXAY9zhK9I0SfkeYBpW7thOo3IUvsxk5HfsjO1zEDNEr2O4PURXSUKNh3nq0gfgxZMgQWxH99whJkmjfvj35+fmsXbuWWbNm0bFjR9q3b79X6XXNmjX7Lce+PW0ml559IoZhcMo5F3HfY89jIsf7bBLyPk4LKUH7du8dAKOacBPGAr+q2WUygK3VMSFMqkikexQsCypCKlZ9OZ9P/hvBiEpGbh6pmTl4vD6OGjqCdj4LogHyux2FlpJLcnKymEWzwJKaXlA0Q8wyKfEymywhdOEkoeygSBJh3cAR/1+WJOqjepOeUlQTZT/DtIhqgmGnGSZg4nTIlPpVcpOdGIjZJK9LwZPXji6XPcX2aU8xceJEJk6cSDAYJCkpicsuu4ypU6fy1/NPYNqyHbTMSAfZTVZBD1JCddTsKsRftZuMFh3wpubgUGSCg0YA4Fu5FEc4SMwjGuCJC6iiSBA/700D/KEABKpxFfShLBQlWF/HV/98kTmfvoNlmvzzn//kwgsvPKj+z9ChQ/c5d/gn/vtxWAJSTk4OsVgMv99PWlrafh83depUbr75ZgAeeeSRve6/++67bZ+koqKinx0C+yVYlsVbb73FsmXLbL2mCy+8kJ49e+7z8e+++24THv/gkcfhdYpVniPukmdYFs7EQJ8FGXmt2VryA7HyUtrdJ5S/q6+/lViHzlhmA1VBbtw3iDOXQjWlVO/egsuTRHb7I7FcPkwEe0tCYps/SG1ERzMsstNTOOqks1ky/WNWrlzJEUccccjvy28Jn89H//79bQPGoqIiOnToQEFBgR2E9hWMPv/mOxZ//y2ffTEDwzC47+l/cMKYM5tq/SFYiMQNDM14pmTFS3am2xNX526qyg2AJEpudVERlHbUxZAlCZ9TZltliKDPwZqpL9GioB3Vu7bzw1dT7U2bN2/OGWecQSu9AkNpjqdNH5LcXlvd2zAaBFITJ4AWJ0wIQovoI0UNE4cs/gdste9wXPi0Jk5aCMZp6EE1MQdl2a8n0evxR3RkSSI9yUV5QMOpyCSStHBYw+GQKTj5WioWC5JOIlsdNmwYI0eOZO7cuUyf+j4nn3sxrVJ9WFh4UtLJ79KPUHUZNcWbcHp2kdWyE3rL1qgtW+PatRPPkp/Qho/GiAfUBPlBMAeFp5NVX0bMnUpJKMaMN1/gm3cmo0ajDBkyhOnTp//uys6HAxa/vuT2v5kfHaaApCgKubm5lJWV7TcgbdiwgcsuuwwQxnqJ8kwCq1atsucKsrKyOOaYY37VMU2aNMkOaLt377aVx3/66Se6du261+Mb16xPGHs2R/YfYqtzJ2KQQ25wgQVQHC7ScluQ/sg9OEtLUAvaUnXjBLu2nhgubDBvswgFaqkpLsQwNLJadUb2ZYmLkmlhWCYuWaE8EqU8oKKZFlrFDt5+92WWTP+UW2655b8mGDVGVlYWw4cPp7S0lM2bN7N582batWtHmzZt7EG/xIxKly5duPrScZSXltC1Zx/ufPR5jh/T2PZd6CMIxmLcrkGS7F6eFVec1l1uQlHdFhA1TQvVNAlrRsMgqGWxsSJCpT8az1okZEy+fflRCmd/3OQ1dOzYkVdeecX2xfrLzTdz29uz6Olyx/cVnyVLbGABUsN8kh2k4hmPIkk2McKvanZp0SFJ1MU0XA4Jf9RAkiQqQxqOBLMQEZwSIwTBqC4GWiUIRjUcisggHYqEx6XQvnU6m7fXYBgKI+56ne8ev5JnnnmGCRMmkJqaypw5cxgzZgyfvPoMQ085mzSXi1S3A8MQOopJWfl403OoLyuidNNSkrPy8Q8cSvYn7+GbP4/aoaOwBYIbKcOalkVFwI8UqKDYyuQfd41j65oV3HbbBE4++WSOPPJIfD7f4T7Vfhf4T7Ds/ig4bNS1/Px8tm7duk8Vb9M0OftsYXfctm1bmz3XGAlrZIB7772XNm3aHPKxXHzxxbz11lt73e73++nWrds+P+zGdejS3btQZHEx8cRpsGKQsdGJEmdMtagJ0upTcfEqf/RpDLdXMKmshv4FQCwWoWbXFiL+alJyC0jNaYlmSqimSVQ30C0Tt6KwpKzWvojlJjl46O6r2V20lfHjxzNp0qRDfk/+05AkiebNm5Ofn09lZSWFhYVs3ryZ/Px8li9fzjXXXENycjJ33XUXtTXVtGrTjrf/NY9InFCwZ0Un8d7Ke5j4SAkvpEYT7dvrg7gUhbCmEzVMAvGsY3NlROjNORWKygLIsoQerLaDkc/n47LLLqNdu3a0bduW7OxsBg4cyJ133onl9NAyKx3NsHC7JDtgJNqElgVWvNnvkGVbNgoahFwlSRArHJKMZpmYCDafIktUBDScikRtWMchSdTHxCxSKKbjUGRimkEopqPpgnyhm2Jw2OWUSfE40Q0R+JI8TrKzkwiFVKrCrSgYfjp3P/B/XHzxxeTk5GBZFhkZGdRWlrNr0zq8vfriUXy4HLLIQCVAVkhv3gFvZj71JVvY2TqfbCDlx++bzM4lNPXsj6N2N0HJy7N/vZJgbRXffTePIUOG/PqT6XeOw0FK+B+NR4cvIOXl5bFixQrC4fBeK5+qqirWrVvHm2++ycUXX7zP7RtrKiWk5xvDMAxM09znfXsiETSOPfZYZs6cScsOXejYvgNzv/mSVq1a7XObxpTIVUsXsnHjJnr16BYvPcg0rsLIksicLMOgxb1/RTJNykaMJHj0scgkCAvi8aZhUFu+g/qyHfgycmnWZQCSw4VmWvg1sTIO6zqKLDGjsMou0eQ6o6ybNYvdRVvp2LEj77zzzi++7v8GSJJEbm4uubm5BINB1q9fj9fr5c0332ThwoW88847JCencGfc48Ydn/FKWNLvWbaDuFAqcQp9nNSgudyUBaNNMloQahrzt9TicSrUhVRU3cARfw4tEiKyu5ARI0YwePBg+vXrR3JyMhVWMiePOso+98LhMG5vElacPafHS4eOuNSGGSexJIalxTE2bVQn5IJ0S0j3KJJExBC9o1BMx+OUKQtoyAghVRmojyTsyuMsPF2U+ULxc0Y3dBTZiT+i4XWJBls4ppOZ4iYUUpEkcBQMQvvuU7Zv304sFuPiiy+2pWIm/99t3PHiu+hWM9qlJu+xCLBQnF6y2vRCP8EBTz+Fb90qtOJtSM3biuOJZ6C6ZbK1rJq24Sr++e5UgpUlLFiw4KDU9f/E/yZ+Ne07AZfLRVZW1j7VZXNycnA4HDahYV+45ZZbWLt2LUOHDt3r4ltRUUGnTp046qijfvE43nzzTd5++21at27NZ599xpo1a7j9lY8o2rWLfv36UVhYuNc2lmUxduxYPvxQePB0630U7Tt0QpYkXEpDMJLik/aJ1W76O2/gXbEUIzmFNZddSqC20l4dm6ZJfVUpO9ctJFxfTU6HPqQ074IhOYloYjLeqzjsUtHsrXXUhjUW/vMJ1r79CC9fdzpvPXon0DR7/CMhOTmZsrIyLrvsMp599lkUReGee+7hzTf/SaeCPCK1JWBE4065DVdH23HXwqZ9J9xczbh0kF9S2BkIs6SknqW7g8zfUc/8Ij+Li4P2fsqrQtTXhfFE/QxIC3JGejF3j27NaaedxpYtW3j55Zc5/vjj+WHqP3E6nZSXl1NRUcFnX3xFNBS0B50XfT+LYZ0yufVKoU6QoGdbNDjONr62C3uKhqxPEBp0EZR0A0WSqA7pKHG9OiWeGUmIIKQbFlX+GKoulCYUWUKN/x+IaERVMV8V1QzkuF5dblYSqmriyRKl8uNPP4dWrVoxZ84cmjVrxvvvv8/uom08fNW5eBWF0lCkQdU8/joTL8Jo24Vw2w5Iponjm6nUFK2mNuAnppv4NY21FUFyYuVsrwww6+N/8tRTT/1PBaP/hEHfHwWHddo0Qf9u165dk9tVVcUwjJ+Vh1cUha1bt7JgwQLuvPPOJvfddNNNbNu2DWCfGVgCy5Yt49ZbbwXgtddew+fz0aNHDz7fOI/t61bS9aST9ilO+PDDD3P//ffbPae7H3mWJI8jvqKNl+qAxq1GubKM7EfvB6D89vtJ6tmP6l1b8KVlEw35qSrejK5GSWvWDl9GHhFdiHJGDcP+ogc0DQtYWRIUgpiWxdqvmpYaS0pKyM/P3+/79t+OYcOGoes6K1asYMWKFXTo2Z+u/Y4g5K8hXFtOdfFmZFnB5U3B5UvG7U3G6fbi8nhxujxIjRxWdcPEiAekKtPBzlqVwvIgDkWmvCZIusvEa6rkoJFj6gxrb5HjNgnHYmwo3MYP69bz5LxvqQvFiAXr7GN89dVXmb96M+t/mkebNm2orijjoVc+IM3lAuDOq84FYPfObehx4ouFhdUg/iBKvEg2rTvBnNNNYV8ux/thqS4H6yrCSBLC80i3iKg6FthDvMGoyJRs/TzNwOt2ENMMktwOW2PPqchENQOHIlEXVMnPT6G8HLqdcyvV6xZAiRAs3r17N7Iss2zZMv72t7+xfv1aOnXtzu5QhGY+jzh++9QXPbmaAcPwbd9Ci51l1Lo8RIpXUu3IpNKVi1ML41XrefiOmzj33HO59NJLD+s583vHnyW7Q8dhDUj5+fmsW7eOQCBASkqDMVg0GiUtLY1PPvmEW265ZZ/b6rrOtddey5gxY5poUv3rX/+yMxeAL7/80ra6boz58+czbJiYAi8vL2/it1I86wNANM73Jcn+/vvvA9ikioK27YlpJh6n3KRskZBTsSyLvIfuQfHXE+nVh9qLryJFgtqyHezauBQ1HCAltxWZ2a2RFQdR3UA1TFtUFaA2Lp8yd4uYjK/btYUv77+gyXG1bt36Dx2MAFsQ8t1Pv+KoAYNxejxgQVJaBrrRDt3QiYVCxCIB1HCAQHUpuhpFV6OAhOxwoCgOZMUJkkR6lTD2S5LCdFO30jVVxyWZOFMsVANqohLVUSgq8zPry5fYunUrFRUVTY7phRde4IYbbgCgeZcjKCtcS02Z8PjZtbuE0WeM54jBI/DXVPLEXTfQqXtvRp16NmdfdBWQcAG2eQ0YlpgdslUZzIRunSH6P/EVcVA10E0Lt0NkSCCCjwVE41p7gYgWly0S9xvxvk0kpuNxKQSjOulJLnsuyKHIhKIaLqdMXX2UlBQ3oQ7H07LnGGqfPJdRg/vaVhAPPPAAL7zwApMfvIXxdz5Gt569KfKHaJHspSoSI9PjskugtQOH0vKDN0j5aT6rL72d6pIddEgqprVzN8FgkM++m0dtTQ0vvfTSIVtN/In/PRzWgOTz+diyZQs//vijTd8GeO+996irq0OWZYLBIMnJyXttW1xcTElJCVOmTLFPYMuyuPzyy+nTpw8rVqwA4JNPPtlnQPrb34T0zMCBA5sEo++//57JkycDIgu75pprePDBB5tc6F9//XVbFXfSax+jyQ6SlUZT9TRoegEkLZhH2tQPsCSJsknPYUpQV16Mrqnomkazjn1x+sRr1HSrYXujITPSDJNVpWF0wyRWW86nE05v8noSZaw/MkzT5JPpon/RpVsPfEki801QtWVJwqE4UFLS8CYLenDiIo9loWsxDF3DMDR0TUPTDJT4oqHGmcqiQAqltTFCKpTXaYQN0DQLXTcpX7Ga8MKF+zyuH374wf69ZOMqAHoOGsl973yDZeh0yslEkSRCus7qxQtwulycdsGVYjyAhiHRRGaR6CdqptlIRNWwbwNsNQiHLFHi13DKkt0zisT0+JCvWNBE49saNp1cnKcJpfJgVMPndlAf1gTxQ5YIR3W8XiehkIrX64xT5hXmLFrFF198wSmnnEJycjLTpk3jsssu47FLT2HcnY8z6vTz2O4P4ZAkdgcjeB1iSLau51H0BFK3bGTd+6/yz9fE9++a627guGNG0a9vX1YsX87111/P2WefzdKlSzn55JP/R0gNf7LsDhWHfeny9ddfk5OTQzAYZObMmVx11VU2q27+/Pm8996+rYbXrFkD0EQCZP78+VRVVXHuuefat02ZMmWf2yeCWGMNtaVLlzJ27Fh7n5WVlbz66qv2QG5ZWRnHH388L7zwgr1Nmw6dSXY6xAyF1WAlnKijS7EY+XeJLK/64iupaNmSnet+IlhTRnbbXriT0ghUi1V6TDOJGQZhXSccr/EHdZ2KkMrcLXVo1buYN+lq3r/hBPv5U1JSmDp1Kq+//nqTLPOPhs07K/nLX/7Cx/+czBFH9iMvN9emRkuSUJFWZGkvUoL9lyzhcHtw+1LwJGfiTs1BSsnGittFlJDMulqFooDCht0xduyqp7KsnuLCXVTurkTJaguSxF/+8hd7aDpBWvjwww/ZuHEjH330kT3GMPP9f7Bg2tskexsGbtu2as273y5h8sez8MXnqRJZkAgcJlHDtCWBAOpjWnzwFVRD0LrDmijjFtXE2FIdJRLT8Uc0oWVnmIKwEVcVz0x2C3O8+HBwgvKduAjKsoRuWIRjuj2M6w+qyLKE3x/D4ZBtD66Ccx5ArS3lwtsetS+AJ5xwAkVFRVx++eW89/id3HbKIN55+v/4YeYMthVuZnPxbjZs2sjrH79HsVsI2LaM94b/+te/MnjwIP7+97/zww8/cP/999OuXXuuueYaHnvsMYYOHcrTr31wmM6g3y/+7CEdOg67Ymm7du1o1aoV5557LtOnT6dr1660bNkSl8vF0KFDbfr3nkgYSVVWVtoKtbNmCZO7hBz622+/vc/sCuC+++5j2rRp9v319fWMGTOGTp068c0339g1csBm2jkcDr799tuGY+/Sg5QsMY8UUQ08LqXBsCz+f87Lz+DeVoiWk8vq008jtGMDGfntcKfnC+8Yh5uqwqU4UnNxeEVASZxbYV1nztZa0XBWDb58dAJGoIrnnn2GSy+9FJfLhdvt5owzzuDbb7/l2GOPPfgP4L8A3333Haeffga1tTVcfs1NPPDIJKHGkWAZS2BJkFhayJIYfLXnu4CEZ0/iwpyArIo+peZ02bdFw1EUh0I4GMab7MM0TUwpibTOg2wyxfLlywkGg3z11VdMmjSJ5557jpdeeomzzz6b7du3M2bMGN576kFKt27i4lvupVVuHjVRlWbNxbnklEXX30LYVCTKu1HdwBPPKkJx9e6IrtszbXUxwbSsCYteT0Wd2sSjKUGkAchMceMPqzgUCV2RiMXLdqGQisulIMsyum6i6wbJSS6iMZ3aiIbH46S8PEhSkgtdN1EUEZxIa4MnuxX1m37i+uuv56WXXgIEQWny5Mkcd9xxzJkzh0+mfsbcD/Ye1Uh8E91HHUvXshIiMZVtWwrZVhVg1DHnsSuzO92H5TO5f38qIhb/fOXvvPHcI9x6xXmHduL8iT88DikgWZbFsmXLOPLII5FlWXjZzJ7N5s2bWbJkCW63m86dOzN8+HBuv/32eElh33a6CfTq1QtFUVi2bBn9+vVD0zTee+89zjjjDL766itg30Z+u3bt4pFHHuGVV14BsAdqL7zwQsrLy7niiitITU1FlmVGjhzZZNvs7Gz8fj9t2rShpqaGbRvXsmnVUrIHDbOHLhMadBYW3qJt5Dz/JACrLr4YKTuP/LwCDBxxozgTxeXDk92KQMlmktr0RrdE09qKN5p7NPMxZ1MNigR1xZv56803ctVVV1FZWclDDz0EiMHhP7I0ypNPPklMjfH5N9/To0/fuAlcI+XuRo9tNGvZZN6oMWKaQUgzqIrGKIiTGmoMGX8gRiRe9mrYn0SsdAdKdgvktsfCxh8xDANVVRk2bBj9+vVjzZo1DB061D5np0+fzvr1Qph07mfvE6ir4ZSLr6XPkQMIaBrZXrcogdFAVkjYSQBURWO4E2Xo+HFUxmnYlgWVIdEXqg7rtip4IibJEridMileJ6pu4HYqqLqJ2ylo3aGQisMhE4mI4OSMz82FwhqyLOHxOHE6ZZKTXdTURPB4HKiqgculYJoWucfdSMkn9/Pyyy+zXcphxoviHFQUhXPOOYdzzjmHl19+mV27dlFUVERNTQ0bN27kwTvvJCP+Wqozm3HdPQ/TIriNZVIbLh8yHgBNltiptCDDk0WOq5Rrr7iU1/7xKqZp/qH7Sn+SGg4dh3RWLFy4kKOOOoo+ffqwaNEinn76aY477jhuvvlmdF3nnHPO4dhjj+W2225rkKj/Ba0qr9dLmzZtWLt2LQCff/45W7Zs4Z577uHrr4VPzr4C0ksvvWQHIxCMPGjwMnrkkUcoKiri1FNPbbJ/y7L44Ycf8Hq9/PWvfwUgK7cZHXv2I6jpyHKDe6ZpWciVFTS/8jxkNUZVv6MwLvsLKfkd0Kz4hUETlgT1qko0KQ/TNKivLMY0oTwcI2IYLCsJsHiH3x5kbNF7GM++OJnc3FxatWpllzZXrVqFt5Gfzx8JX3/9NV999RUPPfYUG9evZe7Mr3HG1QUSmahlNXgX7fOLGb9fNwRZIKQZVEaibK4KowaFUkOdIaOqBvV1EbSYhhpTUaMq4Xq/vRst0KBQ/8ILLxCJRPD5fEyfPp3x48dz2223AWJGzeUV/a3rr7+epfO+4YFLT+ONFyZhWRa1URW/ponMSMJ2oi2PRKmJM0trYioBTcOwLIpqY/b/xfUqmmGxqy6GqhkEIxqmJYJsTBMByCHLeJwKkTixIUElV1UDp1MhGFTFLJYlbkuU8qJRnUhEQ1UNfD4XPp+TUFBFkiR03RQBq2Uv2t48jV7HnM7cfz5DOK500RiSJNGqVSuGDRvG2LFjufPOO0l0YGMuD2pSCmmBXWwzM6k1nERUE7ci5sZ2rl/BXeefwO133MFr/3iViy66iDfeeOP3YTX+b8KfJbtDxyFlSImTafXq1ba3SuL2lJQULMti9uzZlJWVsWLFCgoLC8nLy+O888772cDk9/ttU67PPvuMnJycJgoKRx55pP37qlWrWL9+vc2Mu/zyy7nrrrvskl3//v1ZvHgxGzdu5N5777UDlNvtZtGiRYwbN45t27bRvXt3ioqKAGjX7QhUINcppFMUJa7PVbiODpefS3JxMWpmFqVP/QPZnYQevwD5VQ2nLNuyNJIso2YU4KgsZJeczKLd4qIUjuk4HQlpF5nOg48juKuQ6l3b7Nf19ttv75Oa/kdALBbjjjvuoN+AwSQnp3DtZeMZe+a5nHDSGDv5McxfUEu2BGvNsoRGXF1MpSIcY1NlhO1VYYx4QKqKQn29KNU53U5CVSHQBbOR5ExxUa4vsXfbvn37vS6STz31FMcddxy1tbW07n4kW5b+wEf/msEDDzzAw488yrR/PMvMj9+i76Dh3DHpJWJItqJHdVQ8l2lBVTiG16lQVBvDQthhbCiPkOJR2FEVxhkXnotpRoNCApCV4iaqCkHYmC7u03STjCQXZbURFEWmslLMVUmShNMpI8sShmGi6yZer9MeJI5ENNLSPKiqga6bZGR4qa8Xun9ut8KuWo1YKEB5eTlt27Zl+fLlnHfeeYwaNQq/388xxxzDZZddZg/RJoS/atOy6OwO4JVgcziNJE/C2dZFTURn85LvqC3bhU+xWLBhNYsXL+ass84mLy+P5s2b061bt/0qwf+J/z0cUoZ07LHHcsIJJzS57bPPPrOb8IkV1ZYtWxgzZgy33HIL48aNs3tC+4PT6UTTNF577TXeffddJk2aZAew9PR0QJTFJk6cSO/evW1TrokTJ/Laa6818VZK2JD37duXzz77zL79/PPPZ+DAgfZc07p16+yB3dMuvpYsT0PvQYtGCM7/mq4XnE5ycTGxZs3Z9OHXBJsXENR0IrpBWDNwyBKG1dC8DmgaMVcypWYyzuodVPojlNSGiWoG62dP5YeHL6B49rt8+/Rfqd61DZevoS+2atWqP+zq6Pbbb2f16tX0HzyMZ558FIBxF4kZFSOeVewZjBK0koSFhyn+sJl4e8KlieAfU/ah6BENghYFWUGvLsXRvqGE+9BDD9l+QY3h8XhIS0ujfPsmbnptOpXF23jooYf45usZDD99HMG6GlYt+RE5Lj3uVzVqY6IE54/pVIU1VMNic6UoJdZHDXbXxzAtizU768SxaoY94GsBEVXH7VTsAdcEFFno02mGSVaqm5qaMIoi4/E4cThkPB4HSUku3G7xfzSqY1kWgUD8PYnpqKqBx+Ow2XaaZhCLGchOkZGnpaVRX1/PhRdeSGFhIZMnT+b999/n8ssv54YbbmD06NEoLg9jLv8/8ZZm59LSrGSXM58BbdNok+mmS64XpyKYf3PfFdWL1atXM/bUU8nOa06PoScyatQoDMNg9uzZFBYWHrCh438DEiW7X/vzv4hDCkgul4sZM2bwj3/8AxDqCGPHjm3ymNatW1NXV8fEiRORZRmfz7df2R4Q2VFJSQlz587lyiuvZOzYsVx66aW23fGQIUNE6cTl4oEHHmiy7Z7BEeCiiy7ixBNP5Pbbb2f79u0sWbKE3r1728O5Xl8yg0c2bNd3xHEMHTwMlyyj6zr1ZVsJzfyEAX+5nqSKciIF7Vj13gzqWre3qbpWfLUeVPUGiwDDRDMtftwZ4JtyL4oWpbtczroP/saWOZ+w6sNnCVWXseT95yjoezTJGVmo4SBnnnkmIOjry5cvP6jP478BdXV1PP/88wC89Mwk6utENlLQtj26YdneRQkk5IASBof7kj/WDGGwt6EizI6aCIXFdTjin291UCMajlJVUkWwPoip73HBc7pRPKn4ejXQ7RsL+rrdbsrLy+nfvz/bt29Hi0Vx5bXjnIffAGDbtm2M6NGetJxm9D3uNCKGiRbPmGO6QVDVkJHYWhVlW3WMiGayvVoEpS2lfnZWBjEt2FHmt1+Lpgtn4VSfC9O0qA+rthBsVDOIaeIxHqdCWXWYlBTRu4rFdJxOQWiIRDS7JOdyKei6afeNPB4nmZlesrOT4j0kk/R0L5pq4O16HIo3lSOOOIILLriA9evX7/V+v/jii6S06sKQBz+l8/Z14sbMFOqcWYQdyai6iUuR8DkVKkMaigyjx10NQEZGBp9++inFRVu54+rz8fl8HHXUUQwYMIDdu3czd+5cSktL/xCLsT9LdoeOgyrZ1dfXN5GLP//887nmmmv2KRfk9XrJycnh3HPP5corr8TpdNrluH3B7XbTrFkzFi5cSGpqKpdccgkgZoQAvvrqK5vc0Hibb7/9dp+SQvfff3+TvxNaeyCUI75ZvoO0jCxKqytJScsg2ekQthD1pYQrisgs2kn/++7DWVdLqFM31kz5FC0nD8OycCsyum4QiV/kTCwiukFI0zEsi00VEbaXBzBUlWk/LOecQZ15d/tiVs8Top2J4d7s7CwuumEK/3fpWEaMGMHTTz/N2rVr/ysVvX8JXq+XwYMH8+OPP4q/PV669+zNwF4dKSwLCTaZLMWVuRv1kBrtw4z383RDUKrLI1FKAyol9TF2VgSpqYng1MQCxkhKxu1xY6VamKaJGomB4gB/FaRYtm6Pq+eZ4EomsvZfuJv3JLptPgB33HEHgwYNYtu2bZxxxhnsKK8WrsAekc1eddVV9nFlNmuJag+76siyRIVfIxo3AdxdGxaOsYrM+l0iAJVXhpBlMesWielIkkReuhfdMPG4FHsQ1iELtQVXXHVBkoRMkKYZdtBxxMt8iWuYqiYIDg2GUU6nQjSqkZTkIhLRyMlOorYugtOpkJTsIiw3J//8ZzFWv883c38gtf2RBIvXY6pRkGTSO/WnYPT5ZHTqxxHbVjJ2rhhWLx4xkl1KNmkumahuke5RCKo6piVckNPbCGX98vJymjVrttd5kZ2dzYgRI9ixYwcrV64kNTWVnj17/nfbUhyODOd/Mx4dXEBq3bo1s2fPZtSoUYRCIc477zxM02TUqFH7ffyGDRsYPXr0L5Ia3G43S5cupaSkxA4wW7dubTIcmpWVxcknn0xVVRV33XXXITPRXC4XpwzsyNLtftrn5xPRDGKheqIVW7EMjRYlNfS6YwKOUJD6XkeycvIH6OkZYBo4ZZmgJnTHnHEH0MSQpEOWqAvrLNpajdupsObtRyhdNhNX+blMnDiRN954g3nffccjH3/HY489xl9uuYUNP4oy5k033cRFF120TxfdPwLcbjfPPPMMAwYMACA3vzmLf/yBpKRkZFnGsqwmZavGK0S7bBd/jGaYBDQNv6rZpbAEPLrIkFRFlF5jkRiRmiqUpFSM4p3g8kLYD2m5qIF6sEx83U7E0/VE0CN2QJo4caK9z27dujF16lRCddV4M3JxeZNwJ6cRqBQ9qBPPGmc/NqILgVGAuohObUhFliSKK0M4HDJOh2wz/+rrY7jdCtuL6xjQQ9AEVN1EM0wcioRlyeimsGuPWYKpqRsmZVWixJwIRMGgSssW4gJeXRNpQnBISRH9SFU1UBSZaDSuABFSycnyUVMXjTP1FKzUXDxH30r2ieKykJQk3kPLsjAMC5dLwVNfx11vPYRsWWwffQw/DD2LNJ9QhvA5ZaK6qBCkexWKa6JsWSjGKqLRBpv4PSFJEm3atKFFixZs2rSJ7777joKCArp06YLL5drvdn/ij4eDJjWMHj26yd/Tpk3br+hpwkl2f6ujxpg9e7Ztr1BdXc2SJUuYMmUKmzdvpmPHjkyfPh2Xy3XY7cxj0TDBsm2ogWq82a1ovn4TXW+8AiUWpab/EJb9/W3k1BT8qk6qy9HET0eSRMkupgvJl+qIxtrSMO2bpbJmWzWRmjIyOx7JJZdcgqIojBs3jgULFlCxaSVdxx+LZZpEQwH7WLZu3dqEuPFHQ+fOncnNzSUUjnD+xVdyy10P0blr97gDbILM0CA6msiSEpmRGe8z7Ymy2jDFxfXomo4rTlwoLa+iLOzFm7QPtqKuil6SwwVOD06Xk3BAKHinDr4M/49i+Pqee+7h/vvv55prrkFWHCgOBz5fBldMmUernDQK168lJzMdxemiLqrZArD+qEFUE8cZ0w1Kq0LIskxFRRCHQ8blUggExHHW14Zxe13MX7GbgUeIoJSIxRZCrcKwhA1KVDNQG5Ue5bj6ucMhU1YepHWLNPJzk6muE0HaMEQJz+VSUBTJfk6Px4FpWviDKtmZXizLwu+P4Xa7cDoVZFkiFFJR1QhtC9IBqKqJIGFx27SnyKurIJCfz8zr7sFwegjEhCCsbhikehScssTOWpV5r09i5Zwv+fvf/35AdjJOp5MePXpQUFDAunXrmDVrFl26dKFNmzb/VTTxP5UaDh0HFZD+8Y9/cOWVVza57bTTTtvv4xVFoV27dmzZsuUXA9KDDz7I/Pnz7b8ty+KEE05g0qRJDB48mA4dOhzMof4idF0nRS1ld+FmXCnZJLXtS/O539Llr1ch6xoVI45l4ROTMT1ejJiGV1Gojqr2ieJxKLZMTcLbJhpXCagJxghXlVC3bTUgNP7at29PTU0NAwYNokV+JvX19YAYzlVVlSOOOIKOHTse1tf4e8C3335LSkoKqampVFdXM3nyZE4//XRuufoiZi/eQFJScoMQqR2IRBBK2HjsybgLajph3WBLZZT6kEqdP4amapi6gceIl+zSskhKTsI0TDwZWWiqBpYpfLUbe5/HQgTqnJiGiWma+NoMhHhAuvfee3G5XNTU1NDlqCGkp2eQneRAN93ohkWLTj1I9ypUhTV8TpmQagp/JmBXnVBcAMhO97KlSPTMgnHatc/npKrCjyzLxCIqlscllBhS3JTXRYiqhnBujc8dGaaFqhtEVUGA8PtjZGSIYOLxOPB4nPhDKk6njM/npLJSZFGSJBGLGTgcMo44my/RVwIIhjUKmqdS7onQIjuJolI/uZmC4p4IfnnpXvLSvYxcOJ1RK+dgKgrfT7iX8pQWtpyWgYXboVAbjJKd6sXjMFn6xdsMP/tyWxfwQJGSksLAgQMpLy+3nYZ79OjRRBLs94w/55AOHQcVkM455xxSUlI47zwxaX0gkvJt2rRh8+bN1NbWkpGRsc/HRCIRFi1aBAhW0yeffIKiKAwbNoxIJLJPm+tDhWVZlJSUsG7dOtxuN8OGDmFFhUn+tA/oeu/NSKbJruPHsuTh58DlJqBqOGTJlnmREcQFWZIIaDoeRaY2opPsFhc5RZbYVlxHcHeDzUVmZiZJSUm89MqrXHv11bw7fR6ZmZmA6Gft2LHjsGd+vwf89NNPHH/88U1u69rrSO6++26e/NvfSM/MaNCmQyh2W4geUhNVBuKmdqZly+zs8kepjegEohpVVWEsyyJUVYMS/yaHUcT8UTAgAlCgioyjRlC79AdwukXZzpvcEJxiIRR3BrrsRElvgS85icLCQnr27InX68Uf2I1uWHb2psVFUENqg+6eIkN5UKM2LAJRpT+Krpv4/TFxfEEVh1OhvtpPsF4R/aNIBJfHRTQc5acVuxk5oDW1wRhelwMJMXYQUYVwaiiSEFQVrzFB5U5Qu834bFKCzu2P/+9LcqHFrSgAFEUmNdklgmqWj5pAjPbNU6msj9K9TSYRVSemm6R4naR4nUgStKjcxbn/EMy69eePZ32v0YCEzyGhxYPSJ0/exU9ffcQTszeS69+FZZrce8XeupMHiry8PHJycmxSUnZ2Nt27d9+vWsuf+O/HQefBM2bMsH8vLy/n008//dnHu1wuCgoK2LJly34fY1kW3bp1o0OHDkyZMsXWFgORxv9S/+lAUVdXx4IFC1izZg1dunRh+PDhZGZmkvvPyXS7+0Yk02TLaefz7QPPoDmchDSd+phOdUSjNqJTE9aIGqbwfVF1gjGDqrBGfdSg1K+yaHsdW8v8uFwKyS274EjOwOH2csodz1FdXc2PPy1i/uLlnDy4N4FAQ6nu59iH/81oHGRvmHAfz7/xMdsLN/Doo49y/MmnkZTUIK2UoHY3Zdo19I0MQziShnXdVkrfEx6jQZVhX7RvPd7sR1fjZbsYWBZmpMGny7IgY9RfCNfX0uuII/jwww/Jzs6mqlhYSyRKcVJ85sgTzzoqgxoVAbH/mG5S7RfBQGjHmfjrI9RV1eGvFZ97JBQhGo7GMyQRsGLhGHMW7kCRJXaXBagPxqiuF0FNi0sCAei6yJI8HgfBoGo/TySiEYvpeDwOYjEDTdUwDIOAP4KqGkSjgvYdiWioukl6sotgVCc/04eqGeRneAnFBCkj2eMg1efE7ZDpXr6Vy564GU80TFW3bnx30V/RJAeKJBHVxXBydVkpP331EQAZDhMrTRCYVq1a9Uunyc9ClmXat2/PMcccg8fjYd68eaxbtw5N03554/8Q/mTZHToOOvV44403mDJlCmVlZVx77bWcddZZnHfeeWRlZXHjjTfuZWFeW1uLqqqUlZURDAaRJIlVq1bhdDrt3pPP52PlypWH5QXtC7FYjA0bNrBr1y7atWvHgAEDhJCmZcEjj9Dz8XsBWHPe5fxwwz14HApFtRGS4q6bqm7hcUiYiItiICZW6R6nTFVIjwtpWtSFxMS8aVq40nI44ta3qP1uCivff5rs94Qa8ryFi8lO9VFSUsLMmTMPa8D9vaF58+Z06tSJrl27cvn1t7Jz+xaikQhZ2Tncfr+YQ7KshhmjREZkWZY9/Joo3+3ZOwqpBqZlUR+I4XLJRCOQ4WkoxWkuN6o/LBpSsgLJmU0PzjTAMKC2FNLzQHEKSRtFxpndjpaX/IOqmc9y/rjxuF1OVE2nrj6AW0kj3SueRzMt6qIGHoc48MR5AZCe7Ka8OowWJziE6kPxpzVRoyqyIhMNR3F5XCiKQjQUxeFyoAd1dpf4kSTRx0lKEhTwSFQnFhNBRVFkm6zgjmfmiUwMQIsz9GRFBDsQ5I6k1CQMA3JykggEYrjiwdTjVEjyCGmi7BQ3JoI8kRSo4/SPXmTg1x8gmyZqcjJf3/kEYWcyiXDvcUpsrY5RWbTVfmsnXnEWZ11/OwATJkzgvPPOo0WLFgdx5uwNt9vNEUccYautzJ49m65du9K6devf3ffnz5LdoeOgA5LQHZNo3rw5n332GQ899BDTpk1j9erVvPjiizzwwAO0a9eOqVOnsmTJEkpKBBPplltuYcaMGbz88suAcAttnCX8O2CaJtu2bWPTpk3k5OQwcuRIW6gVy4I77oAnhTbdsiv+wuzzr0fRLfwxjZqITlVYp1mKk5Bq4nJIhGKmmLIvE2oAKwsrycnyUVUTQZYlsjO9VBRtIVSyhayuA1E9KRSccRuZg8/Dqt5K4fQ32LD4B55et5wnn3ySpUuX7mVG+EdDfn4+n3/+ObhuoFkLkQmePf5S8prl21mRacYFVBupNBhm/PZGOXxYN4gZJjVhjeqQTnldxNZwi4VjZOti1Wy4XBi6AYaGIykFPRxCdnsJVFZBbhuoKAJ3UsOODR20GLqu4mrWEk3VcPvc5Bx3C5HclpR/LxyMgzUV4ryNCeV2I+7malqWLYBaF1aJagaVdVEkCaoqg5iGicPlIFBdh+5yoTgU9LjQqqZqmIqJw+kg5A/hcruoLK3D7XXjS/YQCKi43YqtPed2O1AU0RdSVQPDMOPq3RapqW78/hhOl0KwXpyjKekpVOyqID07HV3VcXuFpl1eXjL+oEp6qpvaUMxekauGiWzoHP3tR4z96EV8QdHr3DF4KN9fdjO7W3SxhfZ8LpmNFRHheBsU3+UpU6Zw2WWX8cxfLgEEPf6X+scHg7S0NAYPHkxpaSnr1q1j+/bt9OzZ82dHSv7Efw9+VXNGkiRuvvlm2+AOsAVC98Rnn33G448/zjvvvEMgEKB3796/5ql/FpZl2Q1RWZbp379/Ux0804Trr4eEBt7TT9P3llv4auYWgnuIcVaHdAwLvJqwQ6gIiPtL68JIkkR1rWA0RauKmX73hfZ27vRcht77DoblJKd1AfXlq4hU7QZExvbuu+9yxx13sHv37l+9evw9Y/r06dx4441MmTKFvHzxOkcee6JNWkjAsBp6R40Xh0KvziSsGwRUjdJgjPUVEcrrItQFVVvxGmggNDgbynWmYYIkYWpxZp0WFeSGWEjMJTUmOOgq4aoKXGmZBOuCpGWl0mzkJWR16UeKUycpt7Uw2pMl/BENp0PGhWwHp3A8M3E7xMyP3TvyhzBNE2QFI1iP4UlGVmQsLYYlK1imJZQKLIgGQ8ipKYQDYfEYy0KW3XE1b6HwnZAWkmUJt1sMvVZXBjANk0go0qAfKUvEojGcLichf4jUzFR0zSAj00c4rJGU5KQ+ECMrzUswquNzO2i1dAGXvvc3WhSLHujO1p1Yc+VVlHTvxQa5JQTF+d8mU2Ro2Univd6kiturq6s55phjmDVrFmPGjLG9yA4nEgvivLw8tm7dysKFC2nWrBndunXbr5v0b4k/WXaHjl/NFqipqaG6uhpZllm4cCGvvvoqr7/+us3IO+2003jqqadITk7m5Zdf5qSTTiIYDDYRRD2cCAQCrF27ltraWrp27UpBQUFTyqimwSWXwHvviXLOq6/CFVcAcP+xHbjps41YlkWSWyGqmTicErtrI+yuhdWbq/B6HWhxNp1b0Sj98TP821dRu2mx/RQj7nqD7x67lNJ1y8lq1oxZz96AFhGaYwsXLqRv3744HA7Ky8tZunQpXq/XJjn80eDz+Rg0aBBTpkyhuko4s/bo3de+3+4TWUI+SJYabtcNk4gh3HarozGC6r7lZcJhDcWh2AHJdLlAAtmTtM/HR5Y9h7f/BDGTpDghPkyLEi/RhsMoDoVYRMXrdZDWvg/NspLYVR0i1edCAlK8TjTdxKXINjXb6ZApr9NQdYOkJBc7i6rRNR1ZlokGgqCGQZIhVIuZyNDUCJbixFIccSq6m3BdHZ7UVAK1AZLSkggHo4QCEbxJHpKSnDidCrH4MG04rOGPL440VcPQDbRoVDjvAopDsf8P1gdJz04jEIiRne2Ls+2c1IdUOkYquezjZxm0Yh4AweQ0pp5zA5XHjiDPrfJTJJutFbW0bZZCfSDMjioHzTLExd+yLLypgrB02223cdZZZ3HBBRfw6quvHuTZcnBQFIVOnTrRqlUr1q9fz5w5c+jQoQMdOnQ4rESog8WfJbtDx6/+1Nq3b09VVZX9d//+/XnxxRdxu92MHTuW9PR0nE4nXbp0wev1cvvtt3P22Wcf9hNGVVU2bdpEUVERBQUF9O3bd++humgUzj0X/vUvcDjgnXfE33tAkiTq46WgurC4WFXH9cBqa6N4nQYV379F6Q8N1uo33XSTLY3z+KldGPQYbJv2FOvrKpvsu3///naAbNasGd27d+enn35i6NCh/93T6T+DxOfwwOPP4XK5URThD2TF54yMRp5GtpJ1XIIppOk4Gy0oCquilNdFqAnEqKuLoGkmuqajazqOmCASGC4XpqqB5MSMRkQ2FI6rfEeDTQ8uGhSBSVYgFhN9pRRxETcMg7oacbEvlyRSk122goLTIRS4ZUkwg+JcB3xuBxU1YREkFYX66nrMRAPeskAXWnqEakXZ0OESBAvLFMFKDYPiJFpXiys1jUBtgJSMFLSYCLoJplzQH8ab5EFTdZwuJ/5avxCe1Q0wdLSYiuxQMAyDjJwMwoEwSWlJxKIqviQPtbVR0j0SObu3cuqm7zl37vu4dBVDVph9zDlMPeMaWqSZdPQE+T6az9otpVQt/4YVy2bg3yWyp3P/PgNftsh6q3Zstt/Siy++mDFjxhyGM+fA4PV66du3LzU1NaxZs4adO3fSvXt3mjdv/rvrL/2Jn8e/ZRmRUKvOyckhEonwzTffsGnTJkBQOXfu3Em7du0Oy3OZpsmOHTvYuHEjaWlpjBgxYt8X9mAQTjsNZs8Gtxs+/RQasfkSeP60Llzwziq8LoWaYFwXzR9j29YqLMvCFStn3Xt3oIfrmm73/PP06tWL1atXM2jQIACi8WB03XXXcdVVV7Ft27a9Bvzatm2Lqqr8+OOPDBs2rKHH9QdCaWkpXl8Sp5x5Pi6nsM82EtS6OBKBySLBpjPsQFQViVEeUtlZq7KppN5WFwgFxVxY2B/G6XYixfsYptMJegwcTnGBd7rB6YJoaF+HFz+AuFirFoVwPRFDIxZNJzM3k6oKP4aRTF1dhLQ0DynJboygRU6ah5hh4XFAWDWIqDol1eI56mrDBOvjwS/W6HlNo2H5q0Ub5qLUiAhOsgKGBooT1V+POy2d6tJqUjJSiIajRIKiRJyTn04kIgKxGlUxdEM8JhIV2ztcmLpBdvMcvFqUjtXb6bRtNz3VKjrUFNO5fjetanbjSLxuYFmnfrxzwW0Ut+xAV2+Izm4/02tyKA6p7Pr2dUoWTKXXsWfgaZ7B4sWL2bJoLl2OH0frTC8rSrfTo0cP3nnnHXr16vUrzpZDR2ZmJsOHD6e4uJg1a9awbds2evbsaQsz/1YQbNFfWbL7H9UO+rfltbFYjJkzZzJnzhyeeeYZnE4nmzZtwu12s3r1alq3bv2rs6TKykrWrl2LYRj06dOHvLy8fa+I6urgpJNg4UJIThYZ0h5mfY3xzgVHMGbyEtxOmQ1bqqmrDmKaJpk5qez+14fILg87NuwgKyuLlStXcsYZZ1BRUUF+fj6rV6+29/PNN9/Qtm1bOnTogCRJ+9Wo69SpE6qqsnDhQoYOHfpfLccfjUa59tprueiii5g3bx7ffreQmspyuvXsTcBfR1pGVpPPyIj3jITat4lmNJTtKiNRaqMa22pi+KM6RRVB6vx7m+4l4DHjczr7k5vRVZAkvEfeJC7+wRoRAHRVBAZn3PYjFgbLxHS48df6SUoVi4T62jCGIbK5jFSPzairjWfTLodCktdJaWnALpWZ4ThxR4s1SFDEAw4gbmt8u6yIHy0KTg+aqiHJEv7KGpxer2ABusS2Xq+DaDiKL8WHpmqk1FfTrXYb7Sq20k2to3PdLjoHSikIV+/38wq4fWxv3p6PRpzHmkHHgiTR0RXiCE8tX1VnsqYkisulEK2vpkWPAaz69lNbeUVxukjyOKgMRCla/j1njDnxP67DKEkSrVu3pnnz5mzevJn58+fTokWL37RP+2fJ7tDxbwtI3333Haeccor997Rp02jbti2WZbFlyxa2bt26F0X8QBEKhVi3bh2VlZV07tyZdu3a7V9apKICjjsOVq2CjAyYMQPiemq/hHWbq6ipqEdxKCiSTu2WFRiVhejBarKzs/H5fAwZMoT333+f0aNH880333DHHXdw7LHHMmjQoANusEqSRI8ePZoEJadzH/YJ/wUIBAK8+eabvPnmm3vdN6xXWx5+ejJjzxHab4ksSagQmPZ1uSoaI6Tp7KyLsbMuRkV9lNy0pkG6vjYsylMSKE4F0zDpWV8MQCwtDSQZMxIQwcbQRTlsT7h9IjNJBAhdFcFAihMdQrWopo4aCKCr2bg8LmLxWZ6EioGqGURUw+6DSRKEAhGsBE3d0MX+94RlYo8BJp7X0MRxJq5oagTTNJB9qShuN1pNOal5zWhRuYPuu5bROVBG10gFbap20rZmF5nR/bNWKzypbM1sTVFuAVuyWlOc34bt2QXUZ+eCJJGd6QPTopU7wkBfHd8HswgqXiyrjlhMp9uAIcyf8hjvv/++UNeXJBxOcflolWRRV1HaRC39Pw2Hw0G3bt1sGaLvvvvuN3vuP0kNh45/W0AaPny4/Xv//v1tiwhJkujWrRuLFi2iTZs2B2VGp+s6mzdvZtu2bbRo0YLRo0f/fDahaXDKKSIY5eXBzJnQs+cBPdeXVx9F+vh3UBwKKbULKZo+GVNtEPI888wz7SHho48+mry8PMrLy5k0aRITJ048aFFISZLo06cPixcv5qeffmLgwIH/lUEpJyeHMWPG8OWXX9q3tWjVht3FRQBs2bzBNtkzTWwdO4CoblIbUykPRSmuU6kIqLZ53abd9VRVhYUjq27i8ghqd8gfQnEoREIRzt29BIDSgQNhewgkN3hT42UywbZD10UJTVYaynQJuLwiQAHEIuBJsktpgZo6fGkpOF1OIhENPe7HlOJ14nU52Lq7HssSnkNur5vK3ZU2tduGaYiAIyVMbwwIB8DjayjlmYKunh4L0jlSTcdgOV3MCB0DZXQKlNA+VIlzz+NO7B6JYl8mm5Lz2KQksSGjDbva9WSdN5dwejZOtzifMrNExidJEugW6eluIjGdlh6VY9L9zA+ksyPmRjd18vOSqawOE20ziqzeyxg3bhy+jBwkSaZ5r8GYpkV1PEP8PfZrkpKS6N+/P9nZ2f/pQ/kTB4DDGpDq6upYtmwZvXr1YteuXfbtn3/+OYrSQK/Nzs4mMzOTwsJCevTo8Yv7tSyL4uJi1q9fT1JSEkOHDj2wuvCDD8LixZCeDt9/D506HdzrefcC2p91B9s+e5bM7kOZ9fbz1NbWcsoppzQxc5Nlmccee4zLLruM3r17H7JCsSzLHHXUUSxevJgff/yRQYMG/VepHVuWxW233caJJ57YJCAdO+ZM3nz5KQBKdu20jfik+CRsRDMIqjp+TWNLdYRMX8O5UlYboTYYo7IyJIzkZIlAvRAr9SZ58PhEWaujv4RedTvRJIWSQYNge6nYQaIvo6siC6opaRiWjYREAPCmNrjJyoq4zeUSpTu3T+wjVEvY0MECSU4jLU1he1EdWVleMuLZm6JI1NVGCPnjPSM10lB+M+MMQSWeFSWCiqJAJCh6XC4vo4qX8ez2b+gYbiAK7YmQ4mJLWgu2ZrRgoy+XkhYd2JrRkuWqBys1jUBNnZi1ym0DsoLP44OoKoZwHQp+f4zMTCE6m1B4aJ+kcWpuiMWhDHZqSTgdEk5kIqpuz9q1O+tO+hx9LEWLZ5Pbaxiu1BxiuokUr7H+ntUTfsuA9GeGdOg4rAHpjTfe4NZbbwUaMqSXXnppn4Nx3bp14/vvv6ddu3Y/W9pKMGdisRg9evSgRYsWB7YS++47iNub8+qrBx2MQJwUVTMFPb1m3fwmStyGYfDwww9z8803k5KSwjHHHEP37t1/NZ1dURT69+/PsmXLmD9/PoMHD/7d9ZQ0TSMUCjVZFFiWxYQJE3j66afJzMwkKyuL/PZd2bxqKVfdcjcDjz6WH2Z+xZhGVg26KWSYaqMq0UaOoSV+jZ01EXZXh4nFdGprI8RiBh6Pgq7v/UV1eVycX7IUgO9b9ERLTQVnNUj7ed8cLpH9xEINgWJPGLoIXDExYIoivirhej+maaJrKbg9LmIxg92lAQKBGFacLaipGno4HpQSgc60BLOzcfkuQTeXJLymziPrPuXa4gX23btcKWzyZVPozWZTUi6bm3WhMDWfXQZYsgMkCXe6GBdwOB24UlzUllVCNCCOt6oYctsQDUdJyUiJvywxh6TrJj6fyJjae2Oc2jLMzKoUNoccJHtFsMxIdpHscVBaGyE9zUMwpBLO70/nC4fjcSnopoVuGjiigrzzR56nOxj82UM6dBy2gPTSSy8xa9Ys2wL5+++/t8359oW0tDSaN2/Oxo0b92m5EIlEWL9+PaWlpQc/W1BbCxdeKD7VSy+Fs88+6NdTX1/P2Wefjd/vx+VykZGRQXl5uX3/rl27uO+++5AkiXvuuYdWrVqxdu3ag36efUFRFPr168eKFSuYP38+Q4YMwevdh43Cb4gFCxYwYMAAHA4Hl1xyCe+99x6madqLgw0bNvD0008DsHTpUvx+P5M/m83axfPZXVZG5yOO4ogjB6AoEpphxuWWRInOEd/HluoIpX6V2pBKaW2YUEi1/XsSUGM66ZnJyLJEfV2YjKwk6mpCnLZVXMintRnIsQCKE0l2YoXrkZPSsZxurPoKEYgiAaARmzFBwU4Ej8aQZNA1QQcH8KUTDUcFmSDZQ8WcT9DKN5FzxiSi4SiGbghCgxpuuKrICsiN2HWm1RCYTIOjwuW8tukzOkVrAHglvx8PthlNPbIIngm4vci+TCTAikYg4scyM3C6nYTKSwn70pAcTqy4Rh9uL/grMX1p+GssXB4XuS2yCYc1fD4n4bDGkTkGJ+ZH+KIsmW0hJ04nhKIaueleVN0kGNVI8TqJqDrpqW7CUZ1QVEORJTREyXLe2y8AUFBQcLCn1Z/4E01w2ExG5s6dy/Tp021bBZ/Px3vvvfezQaRLly7s3r0bv99v32YYBps2bWL27NlYlsXo0aPp0qXLgQcjy4JrroHiYujQAeKzQQeL119/nZkzZ/L8888TiUQoKyvDsix0XUfTNDZs2MDs2bPtjPBwQ5ZljjzySHJycvjhhx8IBoO/vNG/CRs3bmTo0KEcd9xxABQVFQGiNzh16lQA3n33XfvxQ4YdTe/evXn5wb+S17wlaZnZewy8NgQjgNJQlA2VYbZUhqn0RympCTd5fjHAqeB2O5AVWfwvSyQlewiHNY6oLqK9v5So4mJe5yEASG4fTrcTR2omlmXh9rpxZOUjZzZvKOFJclOyg2WJzCih3tA4e7JMsU1tKYTFOW4YJv7lnxHZvQEMDX9JCaHdOwiX7W7YJrEPWWkIbKYuzB51lft3fsfcVW/QKVrDbncqY7qP45aOp4hgpOxxzuuqUJ4AiAaQ0/NQgwFCxdtAi2GVb8eq2S22i/hFv0ySIFRrl4AqdlehaUIR/KhsjRPyI7yzxc2KEtN2mPV5HASjGpX1USIxg/KaMJGYgT+oousmzTJ8+NwOfG7hsqzViwzpm2++OZDT6Q+PP8VVDx2HLSB99NFH/N//CXn6IUOGMHPmzF801UpKSqJNmzZs2LDBtoWYM2cOpaWlDBo0iH79+h18ZvDPf8JHH4nyyHvvCZr3ISBBwqiqqmryOhRFweFw0KVLF0aNGvVvzVwkSaJXr140b96c+fPnU1tb+297rv3h+++/p2tXYUM9d+5cnE6nbUO+dOlSvvjiC0DY2bdt2xaA0t07GXXS6Zxx4dXc/8wUFEVBQkK3xIxRIhABVIZjlAU0iqoj1IUabq+uFpYSkYiG263g9TqJRnXS0z226nUCp24WDKqZbfoRcv3852GG/ZCRLwKDsxGhRmvkaJogQThc4vdEUElkSWoE1AiSJJN8+ku4ht9NZVldw/YJphyIgJCo4Uiy3U/qGq3huzX/5K7dP6Jg8X5WN/r1uITZWZ3jbLuEz0W00dBsVGQ8ugGxCGbFDqjZLW6PxFXE594HtWUNmVWoHjkjH4I1gi2qKBi6zugWKqOaRXmr0MP2oMO2Nnc5FXTDIhjWMAyTuroIQX+EogVfUzTrXQK7NrGzrA6PS8ETFx9OKeiKOymVsw+hEvFHROLj/rU//4v41SU7YQ9goigK4XAYWZZ55513DsghEsQMzsyZM/nuu++IRqO/TsF3yxa48Ubx+0MPwX6cbH8Jpmnank8TJ0607ay3b99+wK/rcEGSJLp3747H42HBggX06dPnN63Vt2nThvz8fEpLBUlA15uW0BIq7T169GDz5s1cdtllvP3221x+8900ay0CVGLAVTctlPjnWhONURGOUVynUlIfs62PqgMxdN3E63ViGCZJSS4UZe9zIRhUycry4a8LM6bwBwCm9xiN2+sGDJJSk6iPDzZbloUaVUUw2hOJoGOZ4idBBU9AkppmOQnEQkRL6sHtQ05riRWub5gtgoYgktivZYKpI1smN+5axIPFP+CxDKodHm5qcxxTs7rECRgSGIjSYrAWnB4xw+SKB7lIQBxPRj5U7hBlOTUKukpkkRAKjix9xj4M75B7MGtLkTPyiYaiJCe5Gd9Jp2OOwpMLdNQkGcsyCQRiZGUlEYnquF0KLqdCRWUIPRJgxwd3EyregMfjYdfXr6B4ktnQpjv9L7mL7BZtqC1cjh6LHBRj9k/8iX3hV2dId999Ny6XizVr1vDZZ5+RlpZ2wBftWCzGxo0bMU2TaDTKyJEjKSgoOLRgpGkwfrxQZBgxQih5HyKmTZvGmjVr9hKAbTxX9VtCkiQ6dOhAv379WLlyJZs2bfrNUvrWrVvzzTff8NFHH/HCCy8wduxYHnjgATszWrlyJZMmTeLFF1/kySefZMuWLeQ2a052bjNkSbJVsBOoi6nUxVSqIipFtQ0ZUXl9hEBEE72lqGbbNiQQCKjxLEnD7Xbg8QjV6wFlG8gPVOF3J/Fjp/4kJYnMwJvkISk1ifTsdJLTknF5XDhTMxqo3ckZIvgkkMistFgD0y6BxLCqJAtWnCYCHbomyngJOSLTaLBHT8DQ7X21jtTy9fr3eXznPDyWwYz09vTrdTlTMzo2ZESRILjiZAx3kghkikM8R6IEqMcHaPPaiWAE++5/AZEFj0A0hFlTQoqictsQB5kei/u/DlIShIA/iiRJuFwOolHR14qpBjW1ERTJZNe0R4lW7eLHH3+krq6OuXPncvstN1K7cRGF37yLyyHT78I7kB1Obrvttn2fRP9jSFjQ/Nqf/0UcUoZUVlZmqyIEAgFM07TlQsaNG/cLW4sMZPv27WzatImsrCyOPvpoFi9ezK5du2jfvv2hHJLIiBIU77fftoUyDxZr167liiuuYNiwYcyaNcumXc+ePfsXS5D/bjRr1oyhQ4eyaNEiAoEAffr0aUKn/3dhTymYzz//nNLSUvr162dbaDicTlwuN+FQkPuffNmWQEp8ryKGjmZY+FWN4voYmT5x6lUEVGqDMaKqgcsh2+oHAKGQitvtQNdNnE6ZaFTD5XLEg5ODuroop27+HoDZXYaiOVz7PKHdXjeaquHyuNBCce26QI3ILhIDqY1h6CIIGHo8IDSiahuIwBSLNDw20ZNyuERGk5ADMg2xn1iUi0qX8bdt35BiqgRlJ7e3OYY3cnrGsyerQS1CkoXuXmN7DGgIiokSor8CUnPxte9BeP1icHrw9rmByIoX9nr9kQWP0Pmcp7j9lCw2lMV4dW4FmjMJl9dCVmTAg6YZuN0Kqqrjcils//AhateJUuj9999vy2EdffTRfP755zjcXnqeNA7TsujY60gil97Oqy8/yBFHHMF11133M2fTHx9/suwOHQd9hZ0/fz75+fnceeed6LreZAL6iSeeaNLc3hfKy8uZO3cuO3bsoF+/fgwYMIDU1FSOOOIINm7cSCQS+dnt94nvv4dHheEbr74Kh+jAOm/ePEaPHk1BQQFffPEFiqLw2GOPsW3bNkaPHs3In5Eb+q2QlpbG8OHDCYfDLFiwgGg0+ssb/Uq8++67XHzxxYwfP96+LS8vj1tuuQWAy6+fwDeLNvPt0q188M1ijh17LlpCrw6IGgZhzaCuUe9oU2WUqoBg1AUaSQFJkrDYdjpF30iSJFTVYF9Js8PQOWbtPAC+7jEKRZHsxnxSspukFB9u737muDw+HBm5kJQm/t5TdBUaZoUa95HsA5VFQDOMJow5u6wXDzC50Xo+Xvc+k7d8QYqpsiC5BUf1vJQ3Mrs0ZEWJbfYoCTZ5TsXRkL2B0OXzVxAJRfB170/kp0n7fp0ILcEHz27LrA1BXvxqG6RkQcSPGv88aqpE/ykYVHE4ZHRNQ63dbW8/ceJE7rnnHmGlEQrxwgsv0OuUi8lr0xGHLBOI6hxz1gUU9OjLRx99tN/j+BN/4pdw0BnSokWLANixYwfRaJS1a9eSnp5Oly5duPTSS/e7XSAQYN26ddTU1NClSxfatGnTJOPIycmhWbNmrFmzhv79+x/4AdXVwQUXiCXFJZccEsUbxKr/9NNPp1mzZgwaNIh7772XpUuX8tNPP9GuXbvDJgZ7OODxeBgyZAirVq1i7ty59O3bl9zc3H/b840bN46WLVsyYsQIALus2vfoU2jXrh0rlizkugn3YVgWrdt1tAMRiMwoohv4VQ1FkigJqJT4NXTTpCYYs9WrHYpMfSCGpolsKBTSUBSpSfnW4VAwDJPMTC+SBP2LlpEe9lOdlM6Str0FSS7OQrMAl0smGIjhdDtJy0ojWB/EnZpKrL6u6Qvcs0QHTYNL4z6S4rT7QcTiAUuK944SWnSaCg4HYyvX8/cN08jRw8QkhYdaDuG5Zv0wZUfTIGf3myzxu9MjAprLI547GmqQF0ocryWBJoZdAbzDH2wa0BCViHXr1rFz504mzyplUZkDNBWttgI5NQvTEL1fJKivC5Obl0okopOc7KLvhDeRZYk+BanMef8fPProo7Rr146LL74YwzTJym2GGVfZ8LocVJSVsGvjam547NEDP7H+oPhzMPbQcVABqbS0lAkTJgAigBQXFyPLMg899BA33XTTPrfRNI1Nmzaxfft2CgoKOPLII/erPtCjRw9mz55NWVnZgblMNqZ4t29/yBRvgNNOOw0Qr3HP4dZzzjnnkPf774KiKPTp04fi4mIWL15M27Zt6dq167+trPjZZ5/Zv4ciUVRVpSDTSUVlFUefcLqwjbAs9PhFSpEkVNMgpBk25bskoFLqV6kLqyR7xKkXUXUUWSIc0XA4FCRJ2uvL6HQqOBwybrdCLCayJVU1OGndXAC+7TYCy+FANkwcTvH6XU4FXbNISRXUcEM3xIyQ0lCikxKBpgn12xTsu0QJzeVtSmpoTFaABv05WbLni9JkeGrdx4wvXwnAKl8ul7c/mXXeuKtpIsiahgg+id8TJb7G/SBdjxMc1IYyouIUz2kaxIq34C2ID30nZeAdcg+RBY8QDAZZunQpKzYU8/ynaynzx/ft9AiNvPoqSMqgvrqetGyRJVaU+8lrlkoopNoW6Wt2BSk45kLC5UVcf/OtnHLKKRS0bs3qrz9gww8zcPuS6TziVL5/dSJOl5urrrrqoM6rPyQOB0vufzMeHVzJbtq0afbvL7zwAt26dSMtLW2fdE/LsigqKmLWrFnU19czYsQIevXq9bNSOG63m+7du7N69eq92Fz7xFtvwYcfin7Re+9BSsrBvBwbjcteezKF7rzzzt+lRhc0KBuPGDGCiooK5s+fTyj0MxYLBwjDMAiHm84CPfHEE7b9fFVFOSddeDVX/fVewqEgp5w9Hhq9RaZloZqiTAfCerw+puOPGoTifkL1IZWYbiAhNclsQDihKoqEosh2T8PnE7YVycni/HFrMYauEeXir3uOOqjXJ/nShJJ2Qk3BMhvEVe2DiPdsDL3h7wQSQalxIIv3vo6u3sKSn55hfPlKDCQmNR/EsO4Xss6X03S+qfE5lWDhQYM3ksPV4OEUizT0lBIEB7ADa6SkCHerDoKsEQ0y+qJH+eKrb3j/23Xc/9ZqyhLVyERPTNfEvoPVGLqBv8ZPNCSGehOOtPX1UTwuBUec4djj7L9gYfHwww/z6KOPkpvk5Mi2eQQqdjH9iZsB+PjD9/+wnl4Hg4TP16/7+U+/iv8MDiog3XvvvQCMGjWK4447jr/97W9s3bqV/Pz8Jo+rqqpi3rx5FBYW0rt3bwYPHnzAJ2rr1q3xer22f9J+sWUL3HCD+P2hh+BgynyNsGvXLk466ST771gsxi233GKTBX4Plsi/hJSUFIYPH05aWhrz5s2jpKTkV+3v+uuvJykpiS+//NLOVhwOB1dffTVdegh7gdkfvcnbLz3FaedeRIvWopxpxW3J9UbEhPqYSk1Yo8zf0CdyO2QiqoHH2bTEpGkGTqdCMKiiKDKyLOHz7b2ASUl2M3LbYnyxCLvT8ljVshuqKgKH1ei5VdXE4ZCxTPElT0lP2Xuho0aJLBEKEzZtO8GiSyCRvTQus8VFUHH/f3vnHR5Fuf7ve7Zks0lIQgohCSGFToBQQwlNEAQUjqAHORZQURA8NhBF/aqIqIhKsSAqwk8FKXY5IihIb6EHCDWUhPS6Kdt35/fHZDdZaekJOPd15WLbzLy77M4z7/N+ns/jIaXvgOnJ2/n96HLCjAWcc2/M4E4PMyt8IM53LoquaTel2lVQ4UwRKsqCo6mkdNZW7nNQa8q2E+1gMaNUKmnUuiOTR7blkeGt+eTX03z9xzlsIVINmdNk1lAE2kYQGI7Cpwl2QxFWsxWL2UJBdoHz/0GlUmCy2PHQqFApBfwCAul41yN88umnnDt3jokTJ/LFF1+QkXSSM2fOkHz+bJ025ZO5NalUQLKVFgbOnz+fjRs3Mn36dBo3bux8Xq/Xs3//fvbu3UuzZs0YNGgQwcHBlZphOPoGXbhwwcXBwQWLRVo3Ki6G/v1h5szKvA0Xxo8fT2JiInPnznUGoQULFjjfa205MdQ0SqWSmJgYunTpwpEjRzhw4AAmk+nGG5ZiK+clFxgYCEgy9wcffND5uCAILP6wrMbF3V3LC7Olk7ndDha73elJV2yxkm8yU1Su7XhWsRmTxYbFZsdabkZksdpRKATc3VXO2iPX9yY4W3Y38nBDqRC4I+EvAP7sdBsenm6lsyoFitIrekEQaNTIjYJ8AwqlAkOxgbzMPKfTgfD3eqMrPpDSwFXeWfvvMxuQgpfNSnRxOrMuSmP6rGk3enabyj6Pcut613DodhbMgjT7Kb0tinZER4DUeCAaCiX/OkfQcqTuSvcdJWTx1h2ehIYFMfOrExy8ZAA3LWJhtjRmfQE0bgoBYTQKC4f0s9gvnyp9T2A2SgEwKTEFQRAwGq2YzVZMFjtuKiUFejPd7n4Yv7CWvPbaa0x7fgat2nfk+PHjtGrVyuU88E9HLoytOoJYgdWzwsJCfHykPLOPjw8FBQUuz1utVs6ePUtSUhIhISG0b9++2oagJ06cIDc3l379+l0Z0F59FebMAR8fSEiA5s2rdIyzZ8/SunVrvv32W/7zn/8AMGXKFC5cuMCCBQsICAhwnpxvJoxGI8eOHSM7O5sOHToQFhZ23YuChIQEYmJiGDlyJKtXr0ar1bJq1Sqnqi41NZWQkBDn60eMGMGWrdv4bedxvBv7S5ZKdtEZkIrNVnKNZlJ1Zvw9VWQXWykw2LDa7eQXm9GoFeQVmbCWzlyK9RYEQZC0A+XqMCwWyd3bzeEI4OlGsd6Ce3Eh/5szGo3VzH+mfsGl8NYUFZlQqZRo1fBidBHvJHhhFRTkZEvtKTIuZWC326WmfBpPyYDUWCLZANlt0sldoSxzVoAyV3CVW1mAUqrK1p1Ee+lMR8Wfh5fStzCFn/zbcn/be8u1vCg323FYAZXf3iFkKHUlF80GLGd+xF6YDIi4eXhhETWIBqnJniIwGlVgZxTezcBmxbNxYx7sH0yv1r6s3p3F9uxGCEoF+qREAERlqcODu4fURVcQQOkGag8Ez8YICgWiSY+9IBnMebiFxSKo3YloGYhC5YZSqaBVc1/c3ZTY7CKeajAV61AIAhvfmkRBRgqnT59u8MaqjnOYTqertbSi4xjhU79DoaleZsVu0nNp8b9rdbwNkUqr7Mo34RJFkcuXL5OYmIhWqyUuLq7GrpTatGnDli1bOH/+vGtt0o4dZRLvzz6rcjACePfdd2nSpIlT0AA410luZtzd3enRowfp6ekkJCRw+fJlYmJirtke3XFNsm7dOmJjY3n66afZv3+/8/kvvviC119/3Xk/ICAAo0HP8YRD9Ox3O1a7HYUgOOXdOQazcyKRUmAmu8hMod5MkK9UfJpXZMIugloptTcoj9lsc8q3RVFErVZiNtucQQlgwIkdaKxmkgKac7ZpFJYSqVjWbLZhLLUV0hUasYgKigqKcNNcY92y1G7HRaqt1rgGJUexa/kaIMfjpbfHZR2jb2EKJQo1L4YNLBM6lAoPnGIERyBSKMtmRgoB0ajDlnkIVB4gCNgLL5V9Hvpi7rxzABs2b0Xp7oU57xzmvLNoYqfTq60vjwyN4vzlPKbN30meKgzPKB/sNjui2g1LwjfY88+DeBVHc7UHgmcT3JRSw0GxSHLiMO//EsHDj2P6fBr3HItf3/E00koXZXbRjg0FKi/JYfyuN/4fyyfdzqeffsqcOXOu/hnLyFSCSgekRx99FID8/HyOHTuGwWAgOjq64m0hKjowlYpu3bqxe/duAgICpBmaQ+Jtt8OECXDffVXef35+PitXruS1116rdyft2iI4OJiAgAASExPZsmULbdu2demuO2rUKKfjgoMTJ04wefJkALr17EN0xy588MEHvPTSS7i5ufHzzz/zzTffANC0WYRzuyKLBYPVRrZBShNmFFkoNNooNFjJLzahVAjkFZkwWmzONSZlqRLCbhdRqSRxg4eHGlHE6RpQnoJCE4283Bhamq77o9Ng3LVqbCVlqjl3dzVgRKEQ0BcY0Gg16HJ1aLQaDDpdqYLOBOa/pTPdtNJ6jaMoVuNRprQD1wAFztRaI7Oety9sAuDd0D6kaLxLX1suRff3brWOWZGgQBRFLJd3Ys+5tlP8okWLaNGiBSM/i+e35/9FQEAgk8a0pnVTNUs//5QdOyTrJGXzfhTpziOUXMScvB+sJl544QXi4uKcYiKbzYbJZOLYsWNs3bqV/acvMXbEbfxy4BJT/9WH5s2bk5SURF5eHsuXL8eclsC2zAeJu3MkCgFO7/oDhSDSsvcdmFHTpvdg5n/0CZMmTaJ5NS4ObyVk2XfVqXRAaty4MYcOHSItLY0WLVrQqlWrijtxVxI/Pz9atmzJwYMHGdC/P8opUyA5WZJ4f/RRtfa9fft2jEaj07PuVkWtVhMTE0NoaChHjx7l4sWLREdH07RpUx588EGXgDR69GhiYmJwc3Nj9erVWCwWuvToxddLPyE/P5+goCBGjx7tfL3NZsNit2MXRXQmC26ljgbn80zoDFYKSsx4aqTvhiAI2ESpVbmDvEKj84cnCAImkwWttswPTqVSOAtd1WolWncV6qwsup49CMDOXsMwm6UFeFEUMRqtqB1N/4qNFOZLa5D2onwMVm/JAVtQSB5x5ZVtoigFIwdKtdQHSakqN5sp96E60m2CwCupuwi2FHPWvTGLmnZzrWkSFDgDk2OWpBDKxA1KNdZz668ajGJjY9HpdJw+fZp169YRGBhI/Pvv8MDdtzNy1N3sOZ7MU+8tojCrbDZlS96BDSk4aWP+jaZ5V9599+rrq2PGjHGZ9V6Nw27RHPl8BmdXvEKjgABaxXRn96cv06hpc/IvJ3Hsp88RS99reHj4P/YkegUi1Zdt/0M/ykqJGmbOnElubi42m41BgwbRrl27WgtGDlq3bo1KpSL13Xdh9WpJ4r1yZZUl3g6WL18OSI0CHe0UbmUCAgK47bbbaNGiBUeOHGHXrl0MGTKE1NRUp0v3Tz/9xKxZs/jwww9JSEhAFEUOxe8hPDzcWXi7ZMkS3Nzc8PZtTJNmERisNjL1kmw+x2Amu9hKvr5sduNIyZWUm/FYrHYsVntpzRFoNGXfIYcrg1qtRKFQoNebcdeocHdTYjBaGZSwBZXdRmJoG1IDm1X9A7GYytaOrjWzL+dDdwUKJe0MuTyZLjUGnB4+GLNCVbauBGVrSOVrnUr3J4p2Bt3TF29l3lV3n5KSwt69ewF4/vnnWbFiBfP+bwZt27bl5ZdeZOHsaTTWSqKcMWPG0LFjR2ltqBTRsxUK33D8x6+q5AdTxuEl07FaLPTs2ZOzPy4kr8RMlwkvo0tNIuGHT+k1ejwajQaNRsPUqVPlgCRTbSoVTeLi4ujduzf+/v61NZ4rUCgUdG/cGLe33pIemDULevas8v5EUWTlypX88ssvgCQAWLZsmdPR+1ZGoVAQGRlJs2bNOHv2LLt27UKlUlFUVFT2GqWSRo0DGTDsbiY99QKzZkyhU6dOCILA999/j6+vLz4+PvQddjd2hQKx9FKu0GzlUr6JfL0UgEwWG3ZRpMhgxd1Nicliw2CyYTTbUCkFTGabJDIoxWi00MhLg9Vml9Y0RBGV6kqfPoe6bkuPoVittlK3AIHCQhMWs41snR5wo+DSRUmH4GjDUJglOSiUzmzKYzi4CG3Xp6XHHcWyjmDiwOFVZzFKxaWiyIILf6BC5NfGrfjTv3VpnU/pbEoUS9eiyh3PMUsSwHLqB9ZPk9y5PT09mTx5MvPnz6dHjx40a9aMiRMn4uPjw4kTJ0hJSaGwsJDLly87Sy9GjhzJr7/+esXnI2i8UQZ1Lr0DiBD4yBqyl1ctva1UKnn88cd57LHH0JcYKc7JRLTb2bZtG/3798dslorIr1df+E9DTtlVnUoFpH79+jnVdnWGxYLH44+DwUBedDQezz1HdfR7iYmJPPTQQ3Tr1o3169fTuHHjWp/lNTTUajXt27cnIiKCn3/+mU8++YQdO3awZs0asrOzOXvyGGq1Gr3BgEbjzpmkC1y4cMGlAHrAXWXuFflGC3n6MnFCidFKfokJVTnXCI1aSZHBgkatoLyRsVIppduUSgUWq/2qLg0atZLCEjNNdZl0OJ+AXRD4rU1/zGYbBQWSW3VJoV7qYGsxA25SENB4SA31PH2kNJ0jnaZycxbDGuLfv/YH5XBmKC/ZVqrBbuPfuScZUJiMQVAxI3xwuQAkum7rSO+VWhGJShWWk99h1513+f/o2LGj9NmVlPDDDz+QnZ3Nrl27KCoqok2bNk6rrZiYGHx8fOjWrdtVh6zp+iSCo936ueN4tOwAVC8oNWsmzUQbCSV4tY3mFDgd/eVAdCUiNRCQ/qE5u0ql7OrFseDNN2HfPkQfHy6/8w6HS1NJVcVR2/Tll1/SpEkT1Gp1g3ViqG08PDwYN24czZo146GHHuLLL79k37597N69m9zsLJ599N8M/ddYTicmOL38NO5afP0DiWrbgRKLFZ3Jgt4inbAlabeIWlX2tbKLIharnSKDBZWy7HFJ0i05eOv1FudaEUjndU8PN+x2u9SVtcSMzWZn0KHNAByOiCHHO6Dyb1gUpdmNSlMm8y5/0CteXxqI/uYR52U3M/eSZFs0r1lvkt19yvZffjvH7XIzLXvuKZdgBJKMPjo6GoVCQdu2bdm2bRsHDx6kSZMm3H777S5ClEGDBl0zGAEY97xzhfDCXq7mqyo4Ct+NuhyKzdK+LJYrRScyMtWlUgEpKyurtsZxdY4ehdJUnbBkCe2GDaOoqIgLFy5UeZeHDh0CcObnbyVKSkrYsGFDpbZRKBT06dOH2NhYbrvtNtRqNTk5Oaz85v+hdVOy9KN5PDbtVRr5SHJ+k9FA936DsQtSsCkwSSemtEILRovN2T5Co5LqVlQKwcXNu1hvQVdoxG4XXeyCAMxmKyUlZkwmG7pCI0aj1aUvzODDkprtj5jBGI1WMtILMZss5GXmY7VYsZgsmIpLxQlmPZTklynlbnQRU96JwSHbLv+co5Ef8NLl3YRYiklyb8yCkF6ury3vU/f3YwoCCv82KINdA8p//vMfAgMDWbFiBRMmTCAsLIwhQ4bQunVr1Go1VeHkz68A0ixJWZr6/NcXB6q0r8zMTADUHj7kJ+5B6+1b540qbybkFuZVp1IB6cCBqn2hq4QowvTpksT73nth3DjUajXdunUjMTHx2i4O18FgMPDfUruhW1HqPWzYMIYPH86pU6eqtL2XlxddunTh9ttvp0mTJrw5500eHf8AiXs307RZc1786Gueeusj7n/2/yixlFr1iFBgsGIpF1zS8vQUGSzoTWVpPL3egrHUbcFmc/2xmUxWiotN5OTosdtFzGZXIUFRkYkml5JonXYWi0LJj6Gx5OeWUKIrQV+kx2wyU1JYgj4nq8xSx2yU1owA3BtJLgWO1JmjM+zfKT8TcnaSdR1rG2M+T2VIv4PnI4ZgUpSmex2N9Mrv628zMNFqxlaYjC1dUgmGh4fz73//m6KiIs6dO0efPn246667aNGiRbXSyIbdUp3e9m+eB58mFGWk88R9XYGqBaW1a9ei8QnEJyiEU3+u5ZmpT9RJH66bFTkgVZ1KfesHDhxYS8O4Cr//Dps3g5sbzJvnfNjf35+WLVsSHx9P//79K5XD3rVrl/O2o79PQ/lh6fV6iouLq9xGIj09nZ07dwJSz6q2bdtWeSwXLlxg1apVxMfH4+3tzfjx43F3dydHbybs9uGYlZIBbYHZQk6JlcwiKQhYbHYMJtdZTVaeHq1WMka1Wu0oS9N2giCg11soKTFjt4vOxwGMOcmUmI00ataGggI9hhIjTyRKYoYd4V05m2/GZpUsgcwlelAoUVzt/7F86kztXlaU6h0AuiwM8e9fs6mdSwGsUCbVfiF1N2rRzv98W7DBJ8I1JeeYYQkKSVBgtyGKNqyZhxBUnliT/od/RFvCu3Zl6NCh9O7dm8zMTAwGA4MHD67R1HFEgLTSuv2ThzFYJBPbhBRdpfeTnp7Osq++JnzoI3w3MZbAmb7XLLBuyGRkZNTdwWTZd5WpVECqM6NRqxVK21zw9NNQKkt20KZNG3Q6HQcOHKBXr14Varlw7tw5Zxrk4YcfJiMjo87XjjIyMvjpp5+YOHGiSyAVRZFXX32V+fPnEx8fT48ePSq0v7S0NBYtWkRycjJbdkkpyEY+jflk2QoSExMZM2YMrVu3rlCQs9lsLF++nFMpeXz54TtOe6imYRGUqL3pN/gO2kRFoE4/gVLjhdHDn2yLB45JdonJis1mJ7PAgEqpwGiy4u3lRkkJGMqn7IpNqNVKjEYruTmSDbWbRkpLmY1mLmz5nIIDP6H08CH4ka+wmCwoFAKDD/8JwLq2A686fnthjuS8oAmSHrCYQVH5WbDh4CK0Pa7uX+ht1jM6VzL9fTe0z5VWQ1BuZlW61nL6R+y6C5Ls/t//ZsiQIahUKjZt2oRGo2HWrFmVHmNl0aqVGC12ukX4cvBiAf/64gC/PN79htsZjUZ6Dv0Xag9v9n/1Fnq9Hp1Oh5+fX62PuSYpLCzk6NGj9T0MmQpQqYCUkJBA3759a2ssZXz5JZw8CX5+8MorVzwtCAJdu3Zlx44dJCYm0qFDhxvucuvWrQDMmTPnqu0yaguHOenixYtZu3YtzzzzDAsXLmTp0qX069eP8ePHO50PAO677z6SkpJuGCznz5/PrNlzEEU7IZGtiO7eh8defoeSIh0LX3iCI3u2sWDBAhQKBU8//TT9+vXD39+f6OhoAgJcBQEJCQnMmDGDP/74A4CWbaPpOmAYDz3+FD5hURisVow2O3pBwGYxoyjOwaMgjVailRw8KbZ5oLOoEUpTVGaL1MYgv1waz2SyYrEI6HQmRFHEx6dMK2kyminKL8KWsJLi49IamDqyv/P5jjnnaVmUgV7pxi9NOmIuMiMoBKy56ZLzgkkv1RVZTJCdDFynPql8i4lyGA5/jLbbM2i7/FeaTTlamzvUcsA9uiS0opVErT8HvFwd7l16JAEolAQ0UtNtYCd6955My5YtOXr0KF9++SX5+fmMHz++1n9LjllSdpEJhQC3hUvlGtcLSgaDgfj4eJ77f5s5u+FrLPkZ/PHHH/j7+3PkyBEsFgtBQUG1Ou6axGw2s2/fPmetXV0gy76rTqUC0htvvMGff/5ZW2ORKCyE116Tbr/+Ovj6XvVlarWa2NhYtm/fjre39w1tSxYtWkRUVJSL00Btc+DAAWdL9/T0dKcn35kzZ+jfvz8PP/ywSzACqRDYarWiUqk4fPgwXbt2dXk+JyeH+x9/ij9/Xk2vIXfx5CtzUXv7olQosIsiKkHAx6cxhZcvYLGLZGZl8Pnnn7Nw4UJACuaBgYH4BgThFxCEVV9AwrHjeHh6cc/DUxg3ZQbuHh5Oe59CswVVaYe9ErONAgNY8Qd3P8yGErTGfNqqcujmY+eSUYPWXcWpfKUzBafTGfH1dcdisVFSbHYusGemFaAv1qNQKLDb7VhMFkSfVni0s+Pe6R5wa4TFZEFfpGfEcUldtz6oA+mFZijKkX6wJQVSwDAWYzi4CJDUX+vXry/7wOw23Dw9MBeWpqtEOxTmgLYR2tjnb/yfKAiAAgSB8VkJAKwI7ORaMFturSjIx43Y1n70bOtHRBMPjiXA5s2befvtt53rno6W4HWBIyil5hucjRIdlA9KxcXFLFmyhDfffNM5zibRvdj0xzqnJL1jx450796dhx9+mN27d/Pvf/+bnj17NliVqt1uZ//+/Xh7e9OqVas6O64ckKpOpQJSnXROffddyMqCVq2kbrDXwcvLi+7duxMfH0+jRo2ua+zq7e2NWq2u9Zqj7OxsFAoF/v7+LqmNbdu2sW3bNjp27MiaNWvYsWMHL7/8svN5Hx8fvv32W2JjYxEEgS+++ILJkyeTkJBAx44dOX36NNu2bWPGzJex26xMef19BvxrHApBwNtNjdUuolUpERHp1LMftti+uCkVKAWBCU+/RElBHqYiHcePHiAt9TIluZmkXLqAV5PmPPTkCG7711g8ff2dqWuL3U6JxYpCECix2Cg02sgstuBb2uk1vchCsVHAbPVln8kTb6WFpvYievnqGd7ETqpBxfkiJccMNrKKjRQXmUvrhUqwWW0YSgzYDFITQE2pm7E6rAfWpl2wKlSIZgv6ohIEi5F7k/cBsDY0FtLOQKPaSRk5gpq2dzm7HasZBAWtzTp6FadiReDbwLIZeSOtivbhPkSH+9Ih3JsmvhoSLuj483Am8QcOk39oxRXHee2113j11Vdr5T38HaPRyP9++o5TJ09w94T/MjDcj6LcLDZt3Ehq/B88uK0FB1J0nI//C4vJQOTAe4npOxpt4yA2Pufa+FCpVLJp0ybeeecdli5dyvz584mOjmbbtm11WixfUU6cOIHJZCI2NhaD4TqtRmQaDJU6O5fvmVMrpKTA/NJmafPmSYKGG9CkSRPatm1LfHw8AwYMuGrbC71eT3p6eqX6A1WVe+65hx07dpCSkkLjxo1RKpXMnTuXJ554AkEQnAvC7dq147HHHqNly5ZcuHABnU7HnXfeCUBUVBR5Oukq9amnniIkJIRVqyQLmN6DRzB+5ls0axqMh0qFWqFAb7WiUgjozBa83VR4qlWoFALFFiueahVKQcDNPxDRP4DwFq0ptlix2UUUgoBSEFCWXjobrTaspVJundGKp5uCAqOVnBIruXrp/sU8I4V6M0VGC35eGgpKzJjMNvKsds6Y3dmSocFHaSVYZaSVr41H24uolVbO5cOZPDiWaiO1UMSmL3aKAUz5uaB2x6yTygrMSrXkLWcXibPkE2osoECpYWOTaMhJAZMBw/ZZV/38g277P5bP6CMp3gzF5foHWa5sD/43tL1exLD3XalPkkIppe5KPe4eyj4GwF9+UYS0bcaQ8EZEN/cmvIknKTkGTiTrWLElmZMpOgxGK7biFCxn1l31OF999VVFvkrV5tKlSy7y7J9/WIMoQlrKRedj6wpz0Wq1dL37UbQdBuPdpNl115d8fHyYO3cus2fPJjo6mhMnTnDw4EGGDh1ai++k8iQnJ5OSksKAAQNQq9V1GpDkGVLVqVRAqnU331deAaMR+vWDf/2rwpu1aNECnU5HfHw8cXFxVyjnvv/+e2ftkl6vr1VxRpcuXdixYwdhYWF069YNm81G37598fLyuuK1CoWCP/74g0GDBpGSkuJ8/Pz58/g3aUqT5lEcSTzNhcx8Bv1nEr1uH0HbTl1RKRWoBIVLLae+tO1Cpt6ISqHA390NL7X032sXQatSYrWLuCkVeKHCZLNjttmxinYsVnBXKbHY7eQazWhL02oX802kFpgI9pFUdal5BowWG+rSdFxanh5RBGvpsU0mG3q9BYNawdlCO7vTVAiCSKDGRoTWRNtABUPiNLirIDU/iORCOJ9l5MLlPC4VGDB4NpaCQbl02NiLknLwF7/WmNPPOmcx1yJzy5yylF3pfsxnDklrTRaT5Op9AxzChgBvNyL8tEQFeTFp2TkAfB+/l4daNycxWceve9M4kVJEoaGcuq5U/m054eohFxkZySeffMLZs2edvbdqG5VKRbt27bh48SIGg4HU5IsAhDSP5NH/vsjmDJGANt0wmG24qaXZdEXEDiB1VjaZTAwbNqzBBaO8vDwSEhKIjY2tH0WgrLKrMpUKSLW6CHvwIDjWU+bPv7bh5VUQBIHOnTuzc+dOEhIS6Ny5s0te+91333XePnny5HUr3avL448/zocffghIKY4XX3yR2Ou0V2/ZsiULFy5k3759zJ49m0uXLhEaGoqnpycLd1zAaLHj56GiyGRDq1YgCAKN3dww2W1oUKAzmyk0Syq2fIMVi10kpJEGncmCj0aNuVRYoFKoUAigM1mcAcdst6O3WPF2U5NWYiBVZybQS8WlAiMFBhtp+QY8NCqSskrIKzZhNNvwa6SRbptsqNWS04JCIZCXZ8BslhrqObCYpcZ7x1PyuODjyYZTBlRuKjzMhUT6QoSvQIcAN0ZGh+LnpSaryEZWoZlsnYnsHDW5+Qbu3XsCgPEr3mdCTZz4rGbpT7SjxkaAvweZmZno9XruHxDG/v370ev1LJ3eB61GxeXsEtx37MO7sIB8Nw9GbrdSuD2hbF/OtuPS+xbNJYj2K2dhX3zxBYMHD2b48OHVfw8VJDQ0lMTERGw2G5s3b+bHH3/kiy++IC35AnNeeAKNlw9aH3/8Og/m0Mr3rmoLlpCQwLZt2/Dw8CA8PJyVK1dy+PBhp2rtjjvuqLP3UxEcoox27dpVuYRCpv5oGCZuolgm837gAehesau08iiVSmJjY9m2bZuzE6yD++6774ZW+5XFZrOxYMECHnnkEZf8uaOx3eLFi5kyZUqF9jVmzBjGjBkD4DLuZ/tJyqDP917CV6vCZLVjtdu5WFhCsJc76SUGis02NCoFSblGgrzUKBWQozfT1FNDvsmC2WbD311DsdmK0WZDq1KSYzBRZLGiM1rx16q5WKgno9CCp5uSM9lGCvQWMgsMNNKqScvXU1RiwWaz4+amJD2nBGupU7daLaVUMzKK8fJycxa05mUXYrfZcXN3w2QoS5MqVUosJgs5xRYK8eGEXoV++3FQafCmhFax3Vn5397MWrGP4AA7LwUZaGw2YPTx4Y/iYlTr16NWq6/4K78u6DBsHTegOTaLBYVSiae7Eg+tGk83BR7uajzdVXi6Sw7iZouNH9Ztpkt0JO5qmPfVdha+NI4pC7ZxOdeExWhgxfmNAHzbuC2FuDl96VwQFNhNOsyHPkUR2NHlqVmzZjF48OAKfRdqA6VSydChQxk6dCjz589n9OjRHDlyhKeffpqv/txP6paVDBlyhH379rlcyF2+fJnu3btjsVhKndmly/b77ruPadOmERUVRc9qGB3XNBaLhX379tGkSROn1VV9UF8pu8WLF/Pee++Rnp5OdHQ0CxcupF+/fld97Y8//sinn37KkSNHMJlMREdHM2vWrHq/wKhUC/Naa6f7669Sik6jgdOnITy8yrvS6XTs3LmT6OhoZ/5cFEUOHjzIsFLrodtuu4177rmHHj164OnpWWEFzsaNG1m8eDFff/01CQkJ9O/fnzfeeIPHH3+cqVOnsn79esxmM//+979Zu3Ztld/D1fgyPpkik40Ssw1/DxVGq+icPR1OLSHQS01OiQWbXSQmxBOzTeo91MxHg10EvcVGEw8NOrMFmyiiFAR0RispBWZ0BiuBXmpSC4xYbSJaNyWZBQZydUZMJiseHm7YbFJRq8FgKTXFFrDbRfLzDaVrY2pysopwc3dDl6NDoVSg0WowGyUXBTd3N6wWK1ajEWwW3Br5oHJToT++F1XLrpKDg9VGyfePAKDtPwtDeBKsWIH9yScxzpuHxWJx/pnNZqxWKxaLBau1zBHCZrNx8eJFNh7MwGqxYBcFSowW9CYbJQYzJSY7+hIjJRaRYhMUFhQgosBw6ENJ8u1YOwJQKGlsKODC0c/RiDZ6Ro8nQesvpeYc9UaOOiSlCkvafmwX/0TwDkcs7frq5eXl4qbeENm4cSPDhg1j165d9OnTh4KCAk6cOEGbNm0IDAxkzpw5PPvss5w5c4ZWrVpdNf1c39hsNvbs2YNSqaRnz55X1CbWZQvzwPFfoXCrZgtzs57srydUeLxr1qzhoYceYvHixcTFxfHZZ5+xdOlSEhMTr7rU8uyzzxISEsJtt92Gr68vy5cv5/3332ffvn106dKlWmOvDvUfkCwW6NABzpyBmTPhnXeqvcvc3Fz27NlDly5dCA0NdT5+NRl1VFQUSUlJFdrvBx98wPPPP09AQABvvPEGTz75JCC1DygpKSEkJIRp06bx+OOP19qX/q3N5ygy2WnaSE2e3sqZjGIae2lIzZUW34P9PNCqJR+5MF83PN2UFBitBHqqSSs0U2Cw0SnEg4xCCxfzjOQVm/Dz0pCaV0JmdgltI/xIz9dTWGjCYLDg7q7CarWjUikwGq1otWqsVjsajZLiYjNGo2QHJAjg5qYkP7cYY4kRhVKBoBAwGUySpNtuR+Wmxmo04hfShEY+HhgNFi4uuotG9311RUBCr4egICguht27oXfvCn0+Dtn3I/PjMZS6OLj0JVIopVSbUiW5fe99V2o9ERaN4ZfJaLs9IwUkixEUSibnnmDhhT84og2kd7RUU3ZFQBIUWFP3YE3eWjYQn3Cio1uQd+EkaWlpNfgNqHnsdjshISHce++9fPzxx8TExJCQkMCaNWu477778PLyYtOmTcTGxvLNN99w4cIFnnvuuVr7jlcWh7zbZDLRp0+fqyppb/WA1LNnT7p27cqnn37qfKxdu3bcfffdvFPBc2p0dDT33XcfrznKbuqBSnnZ1Qqffy4Fo8BAeOmlGtmlv78/3bt35/Dhwy6GsF26dLniy+qoz6kIjzwinSxzcnKcwUitVjNu3DjOnj1Lamoq06dPr9Uf6iuDWwKQkFrMmQzJ6SDhfC6pmdLtbJ2R1HxJTn0ux8iRVOnxo+l6zmZKQWvLmXx2ns117vNsmo5LpbYyZ5LzSU8vu6IvLja7mKCWlJgpKjJRUCA15dMXGdBolGg0Smeawd3THXdPd4wlRiymMpcGH38flBoNJoMJNzclbhoV4U+XKdGcwQjgt9+kYBQRAb16VeMTqxiGX6S27YaDiySlXSkPOWqP/NtffUObFRHRNRgB6C5xYvdfeHh48Ndff9XGkGsMhUJBixYt+OSTT5g1axb33HMPIK0fLViwAI1GQ69evYiMjGTChAnMmjWLfv36cfny5XoeuZT9OHLkCCUlJfTq1atBtJKpSS+7wsJCl7+rKYXNZvNVlY5Dhw5l9+7dFRqz3W6nqKio3l046jcg6XRSwz2Q/q3BE3nTpk2JiYkhPj6evLyyrpyOK4hvv/0WURQZOXJkBYeq44nSuqhHHnmErVu3YjQaMZvNLF26lJYtW9bY2G/E3BGtWTZOWqe4mF7oDCAZOVLAMZltJGUWcbl01pSYVszZNCngnM0oJCNfksCeuJjH2Yv5pJQGo9xcPZfOZ0v7StNhsdidRqgGg4WSYjO6/LJW31arHY2HBlW5dhOio2Febpn5rWgsxqORJ4Ig4Bvg6yyOBelk6Ontic36t5KCUpk748ZVSuBSk0Trc+hWkoFZULDav22ZF57KdR3JXnTtE3NSUhIzZsyoqyFXmY0bN/Lyyy/z5ptvcvDgQUwmkzNVl5mZyW+//cbw4cP57LPPOHr0KMePH2fx4sX1OmZRFDlx4gS5ubn07t27wfRmqsmAFBYWho+Pj/PvarOdnJwcbDbbFQ4aQUFBFfbw++CDDygpKambWtPrUL+XE2+/DTk50LYtTJpU47sPCwvDbDazd+9e+vbti7e3N3fddRdubm6VTqO8/PLLrFu3jm+//bbOZLs3YvUEKdcbNW096an5NGvuR3pOCaIo4ucryZtT8/QUFBrx8nTjQnohoghenm5kZpeg0xnx9JR+xCXFZqcgID052xk03D00lJRYsJgt2Ky20vScgMloRVkuEBkMVkoK9S7BxrE/D/9ANFqNy9iNRis2m4hCqXCZRQHShYpDul3Ln7W22zNXfdxwcBEfBkuegut9osh1+9u6iSMgKVUofMJQ+LbArrsIomtgjYqKcnWOaKB4eXnx1ltv0aNHD0aPHs3DDz/Mt99+y/79+8nMzKRjx46MGDECg8HA119/jd1up1cdzFyvx9mzZ7l8+TJ9+/ZtWO79NSj7TklJccm4aDSaa2xwZb86URQr5KKxatUqZs2axS+//FLvysT6myFdvAiLSmtK3nsPammq3aJFC6KiotizZw96vR5vb2/MZjPPP/88ISEhLFp0/bqWl156CUEQWLx4MRMmTGgwwag85+ePAKCw0ER2tjSDSc8sJjO7hJRUafZzObUQvb60d1F6ITqdlHJLvZRN1uVsjHrpvtlodlH46PIKKcovS+HZbXZMRrNTSKBSKdHrLaVm2NLXyWa1YbVYUalVePm6nsgFhYDaTV26rQKN5iou3T/9BCYTtG8PHTte+Xx1UblJsx116Y+7vAedA4uFcTmJAHwdEO36XPniWndPRF0qotVQFozK9Uc6ffr0TeX9dvfddzNlyhRWr17t7JM1cuRIIiMj6d+/P0FBQTzxxBNEREQ4C7nrg4sXL3Lu3Dl69+7dIEUWNYW3t7fL39UCUkBAAEql8orZUFZW1g2/e2vWrGHixImsXbuW22+/vUbHXhXqLyC9/LJ00rntNqjlL3abNm0IDg5m9+7dvPDCC87H09PTOXny5DW3i4+PZ+7cuYDUeuPNN9+s1XFWh7QlYzg1V5JspqXqyEwrAMBotJF6uaztQEZ6EWmXpLScLrfQGYj0xXpy0nKcMm2FUoHZZHZeYeVn5VOQXYBKXXbhYCgxYrPZ0RcbnY/Z7XasFqszOAF4+ng6n4MrJa0+AT6u60eOdN1//lNv6TrWr6eJVU+G2pM/fCKkxxz9lBwolFiTd2A+/jVisTTjFhqFuQS43NxcbjY+/vhjPv30U0JDQ3nttde4dOkSH374IR4eHsyYMYP4+HgSExPrrXVLamoqx48fp2fPnletnapv6rofkpubG926dbvCZ/TPP/+kT58+19xu1apVzplwfV5clKd+Unbx8dJJRxDggw9q/aQjCAIdO3bk0KFD9O3bl59//pk9e/bg4eGBRqNh6tSpTJ061ekabjKZePPNN5k7dy6xsbEsXry4Votpa5Jz70uFlyGTfyTlQjbFumICQwMp0hlQqpTOAJN65iIU56EMCMWSlYK6SRj2kgIEDx9sVhs2q80ZfCylhbdu7lJ6z2QwoVQqnQEGoCC7AI1W4/JD8vT2xM3djdz0XNw93dF6ap3b6PKK8PFrhNlsd87wAMnHcLNkpsq4cZV+/07rIEdKTaEEm93VNujvNURXYd3D0xkJrPJri03tXlpMK5aq6gRQqhENBVjPSycBwbs5yuaDsB7/fwBOeXT5z+hmQaFQMHnyZCZPnux87L///a+zuWV9kpqayuHDh+nevXuD9M+D+qlDmjZtGg899BDdu3end+/efP755yQnJzvXvV966SVSU1P5+uuvASkYjR8/nkWLFtGrVy/n7Eqr1dZrkK/7GZKjEyzA+PFQR5p3QRDo0qUL/v7+/N///R/dunUjICDAWSDWsWNHbDYb2dnZDBo0iHnz5vH666+zc+fOmyYYlSftszFkLZMWKLPOniPnwkXpdmoWxrSLkC3VydjSksBatoYjFuU6T6LGEiOFuTpMOWWpAJPRhKG4zBcsPyufovwiFEoFJUVSutBsNOPl44XaTY1oF7FaytUJWW3OWZjJaEGpVOA/vpzNznffgc0GPXpAbQtFzGXvQ9v16bLHs7IYppOsppzpOscJolw6rkzMIOAW/QBKbVmuf9CgQezZs4fg4L+1qZCpMsnJyRw+fJgePXrQtGnT+h5Og+K+++5j4cKFzJ49m86dO7N9+3bWr19PeGlNZ3p6OsnJyc7Xf/bZZ1itVp588kmCg4Odf888c/U11bqi7mdIP/0EO3eCVgtz5tTpoRUKBYMHD+b777/n7bff5rXXXmPw4MH4+vpSUFBA+/btSUtLw8PDgx07djSoKvSqov/hUQC0IxaRefIkmAzgSLXYbNiMmdhS4rEVdkbZuIXU2M4nAH1OtjTL0BeBuwe2vAzsPk0w5eei9m5MQU4Bao0UcIRydkEFWbl4+DSipLCENu2DuXhBUjhq3DVOK6HywgcHzab+zOXFd7um66qAi5edaAdKVXHXwXD4Y7Rdn0Yb9woYijA8FIlatENsLKfs5a7CHTN5Z3CS3odbzGOSk4G6kfOln332GSEhIfVa03Ercf78eU6ePEnPnj0JDAys7+Fcn5poQV6F7R2Znqvx//7f/3O57+gP19Co24BkNsOLL0q3p0+HZtdppFZLKBQKli1bhslk4u2330YURQYPHswPP/xA27ZteeSRR3jggQcICwur87HVJob10pWPdsBsMBRhzT6KLXUfojEfAHvWUYQe/0Xh5otKpULpF4AhJ7N042JQqZ37smSloAwIxaw3oC51V9cX67FbLCjd3DDqjc71BbWbipDIYAylNUmOtJ+bu5tTQOET4EPz5r5w6RLs2iWd+O+7r3pvWK0Bo7ksiDi6uypVZT92N+0V7t+Gg4sgJka68/DD8NXF0pbk5dLKoh2sZpSNW6DoMR1BqXIeQ1AoEUvXmS5dulS993AVjEYj+fn5/6iZ19mzZzl79iy9e/eu9zqZCiGbq1aZuk3ZffopnDsnVeCXExfUNevWreOrr77i999/Z+vWrRw5coRvvvmGX375hZkzZ95ywag8hZteYvGkNliTNjiDkQPb5T0gCJgzS6f2CqXUe6h0kV40FkvtGNQabEXSthaTGdEuYrdYXE7uQWFNSDoriSeM+rJiPs9GWnz8GqH10GC1WKVtHYW3q1dL/w4YACEhAGi7/NfZSE/b5b/XlGlfFVEEm7W0pbjokm4DpJbn5daTDLvektawcnMlG6tx465sV/G3rrACOOuTREOuMxgB111QriwO+6uWLVsSEhLCypUrOXv2bI3tvyEiiiInT57k3Llz9OnT5+YIRjLVou4CUn4+zJ4t3X7zTWjU6Pqvr0WGDRvGmTNniIiI4MSJE7z33nt16sJcXyQmJtK0aVMeffTRK5674447sGcfR7RI6yqGCychr6xWq0mHTtINU7m+MjkpkHYay8UTzodsySexJx3m8ub1pHxS1kLEUTBrs4nYbCIpf/7P5fhFRSbOLPxCulMuXWc4/DFYjJULRBWlVJzgQlAQJCfD3r1QvuGjQyp+rVSKoMDbfgaQAtFff/111c+5MoiiyLZt2/j444/p06cP3bt3JzU1FYAHH3yQ1q1b89tvv1XrGA0VR9HrpUuXiIuLw/canaMbInWtsruVqLuA9NZbkJcH0dHwyCM3fn0t06pVK959913eeecdunTpwp49e1xshm5FXn/9dRfXirFjx9Ko9MJgypQpiFYTtvT92M2FKI3nEK1GKSjZbWQdipdafwPugcFgLHadLeSkSB5wTVtASJljuUajRKlSkvbZGDRaDWknzzifK750DgRJDu55/BitM5KkerRS65orqIA6Lqj/i2V3VG7SGBVKDLvfLutZBNdt1IdSCZ07A2A4sEDah61MmOHchyA4lXx2Yz45h/9k1KhR7Nq1i9tuu63arb03b97MwIEDeeqppzh06BCffPIJOp0OvV5PdnY2HTt2rHe3hNpAFEWOHj1KWloa/fr1azCeeRVFpAYC0j80Z1c3Aen8efjoI+n2++/XWhFsVYmIiHDaDDmuQG9F3n//fZf7a9eu5d5776WkpIR58+YB8OWbj9Jfe4iSg6sxn/kJUv6H9uSnWC5swl6UBko1xrSL2AsvY4xfgOnoF9gVNqkja06Zisdw6EPn7UsfutozpSUkQGNpDSTn1EkMxQbuPFHq93bHHVAq59XGPo+22zPSLMmBoHAq4q42a8rc/q7LfcP++Rj2SLVkzgAq2l3Gp+32zNWLY8sd0/l8+SBjMTlthOz5kkFvdnb2tfdTSRxS3Lfffpvjx48zdepUvL290Wq1eHt7M3ToUNavX8+6dVfvTHszYrPZOHjwIDk5OfTr169+GuzJ1Bt1ExlmzpQEDUOHwrBhdXLIyhIWFoZarebgwYMUFxfTunXral/hNjTCw8PJzMzk5MmTFBcX8/PPP7N06VI2bdrk7Fj7+++/s2nTJgDEwmQsYiB+jbTkp+3FlrYXZXB37PocyZXAasBdDeb0Q4jaJggabxSieNWTu//4VZJrg80ipck0nqAvLdgVRe69tFe6ff/9zm0M8WUB1HBwUe2k7SqIYf98tD2mSXf+rrYT7diTN+Pt7V2j7cmXLl0KQGxs7BUtUt566y0++OADABYtWlRhT8aGjNFoJD4+HpCagbqXCmZuNkSRa6d2K7OPfyC1P0Pas0eqLREEySKoAdO0aVP69u3LpUuXOHToEDab7cYb3SQUFxfzxhtv8McffwCSNf3x48cBXNqnry4VFjgcKlYvW8xTTz3lfN6WfgBRdxGxMIX777+fmJgYbBe3YDm5BvORL6Q0n8WE9i5pVnN8zhAAcr/+jzRTUl95kml9IYEWxZlSKcCoUdd9H4YDC5yzmxu1My/v2g3SetTfHyuPSy1S+e12v112R6kuJ5SQ0oGiAHazkYkTJ3LixAlnN9XqkJKSwrZt2wCu2tyvS5cuTv+2IUOGVPt49Y1Op2P79u14eHgQFxd30wYjkNeQqkPtzpBEEaaVXlU++ih06lSrh6sJfHx86N+/P/Hx8ezatYvY2Nib+sfhYOPGjcxyOKv/jZ49e7Jv3z5AqleIiYkhJiaGe++9l6ioKDZs2ABI1frh4eE88sgj5OTk0Lp1a44fP06n0v9XVcs7EVTuUsFpST7aXi9ePQAU5YLZgLpFZ+x2O7vCsmE7UjC6ii+Ztst/pWBygwBUUQz755fdUWuk3kcVwf63CxSFEpRKRAsoNR4sWLCABQsWMH78+GrPlE6dOnXd5wcPHozBYOD111/nxRdfvO5rGzoZGRlOBeEtkZmQZd9VpnZnSKdOQUICeHhIyrqbBHd3d+Li4vDw8GD79u3odLobb9TA6d69u9MayYGj2n3YsGF89dVXnDhxggkTJtC5c2cEQaBFixYIgsDgwYNZvXo1Cxcu5Pnnn8ff3582bdo4LZmcPaUUaumk7e4FZuNVg5FvSLAkr/YNwm63I4h2WLNGevIaxbAua0g1iEtgqihOQYP0r2izwKEF2Ex650sc63HVYciQIXTp0oV27dpd9XnHFXTbtm2rfaz6QhRFzp07x4EDB+jcubPzOyXzz6V2A1K7dnD2rFRfcpMV8imVSrp160Z4eDg7d+6scF+Rhkp4eDjHjh3DarU6lVmDBw/Gbrcza9Ysxo8fT/v2V29C5+bmxn333XdNM8309HQAJt0egmH32xi2z7rmONI/d1XQxeWcgdRU8PWt2fVFc9msx1HHdD0Mhz8GhfLG61Q2S5m6TqlGLEzHbC5T7ImiWGPu3jabjRhHke7fSEiQGge2aNGiRo5V19jtdo4cOcK5c+eIi4tz6ex8syOn7KpO7a8hhYTATbrgKggCbdq0oXPnzhw4cIBz587d9F8UpVLpNFxcuXKltAZUzbWyMWPGALB48WL27pXECYZdb113G8OfL1K89mE2tClw7EQqRq0NbmAdVBUMe9/FsPttjIc/p02bNgC8++6116eqgo+PD+vWrXPxIHNw5owkn78ZA5LZbGb37t3odDoGDBhA4/L1XrcAckCqOg1Lf91ACQ0NxcPDg3379lFYWEinTp0aRKvkqlI+LZKWllbtNElMTAwDBw5k69at9O7dm9zc3IpV1Vss8P330u166jNl2DG77PaBBdd/7d/WsERRZPjw4TRt2pTc3FyeffbZGh3bjz/+SNeuXRk4cCDHjh1zkUBv376dsLCwm869oKCggP379+Pj49NgWo7LNBzqt4X5TUTjxo0ZMGAABoOBbdu23ZTrShcvXqRTp04sWFB24u3RowcKRfW+BhqNhi1bthAVFQVQ8VbSf/4p2fQEBUl9sWqQzC11Y9x74sQJTpw4wfDhw9m6dSv5+fk33qiCBAQEMHXqVC5cuEBBQYHLcwcPHrypZkeiKJKUlMTOnTsJDw+nR48et2wwkmdIVUcOSJVAq9XSp08fmjVrxo4dOzh//vxN9cVZvXo1x44dY9q0afj4+LBmzZoatZ45f/48QMU7eDqcvceOLXMgrwVcZNs1iCAIJCUl0bhxY7755hvuuOMOfvnllxo9xu+//86wYcNc1lh27tzJ8ePHXeT4DRmTycS+fftISkqid+/et4aS7jrIAanqyAGpkjjWlXr16sXZs2fZv3+/y6J2Q6Z58+bO22FhYcydO7fGCjkd9vYjRoy4/gsd6PXw88/S7QbYFr6iCILgYnJ611131ej+s7KyXMQmoigyf/58mjdvzujRo2v0WLVBTk4OW7duRRAEBg4c2GCb6sk0DOSAVEUCAgIYOHAgdrudrVu3unjENVTuv/9+ioqKWLFiBc2aNePw4cM8+uijbNmypcr7TE9Pp3fv3jzzzDOEhIRUPMD99hsUF0NEBPTqVeXj1xeiKLJhwwYefvhhAIKDg/nhhx8ICAiosWPY7XZMJhNWa5mPXnZ2Nj/99BPDhw9v0LMMURQ5ffo0e/fupVWrVsTGxlY8lXuzI9bQ3z+QWzOJW0doNBp69uzJ+fPn2b17N61bt6ZVq1YN+kTh5eXFAw88wAMPPMD+/fuJjY1l0KBBpKamElLa8qGiOFq97927l/79+7Ny5cqKn5CXLZP+HTeu1lvY1wafffYZU6ZMcd5PS0u7zqurxldffcWFCxe48847nY99XyoCaVSPbvk3wmAwcOjQIQwGA/369avXltj1gSiKNWAd9M+MSPIMqZo4Ckjj4uJITk5mz549GAyGG2/YAOjRo4czxeRwargeeXl5vPXWW/Tp0wdfX1+aNGnCp59+yrRp09i2bRvNKtpwcdMm2LBBWjdqAM7vVSE0NNQp964Njh07xtNPP83o0aMZOnQoVquV1NRUCgsLgYYr987IyGDr1q1otVoGDhz4jwtGMtVDniHVEA4V3rFjx/jrr7+Ijo4mPDy8Qc+WAJYtW8a4ceMYM2YML730ErNnz0alUqHX65k3bx7p6eloSuuDVq9eTUlJCSNGjOCuu+6iqKiIe++9l65du1b8gFYrOOTRTz4JrVtf9+UNlREjRjBr1iwCAwPZv39/je771KlTTjumr7/+GoD+/fuzZ88eAPr168f48eNr9JjVxWQycezYMbKysujYseMt3eTyRsgzpKojB6QaRK1W07VrV7Kysjhy5AiXL18mJiamQadXAgMD2bx5Mx988AEzZsxgzZo1eHh4OI1XO3fujNlsxmKxMHz4cObOnVu99tmffw4nToCfH7z+eg29i7rn7bff5ujRo2zcuJHw8PAa3feXX34JwPjx452KxUcffdQZkB588EE8PDxq9JhVRRRFUlJSOH78OAEBAQwaNOiW8H6sFjUQkP6pdt9yyq4WaNKkCYMGDcLHx4dt27Zx5swZ7Pbr9NtpAEyfPp3Dhw/TrVs3MjMzAan9weHDhzlx4gRnzpzhq6++ql4wys+H116Tbs+eLQWlmxCr1crnn3/OY489xoABA2rUGX7t2rW8//77dOvWzUUg8thjj7Fy5UqgEkrGWkav17Nnzx4SExPp3LnzLWNEXG1Ee838/QORZ0i1hEqlomPHjoSGhnLkyBFSU1Pp3Llzg7ZJiYmJYe3atbV3gDfekApho6Nh8uTaO04ts3jxYtLS0pg8eTIDBw5k165dLFq0iKefvnr7isowffp0AJYsWXLFcydPniQoKKjia3W1hCiKnD9/npMnT9KsWTN69OiBWq2+8YYyMjdAniHVMn5+fgwcOJCQkBB27drF8ePHXWS8/xhOnoRPPpFuL1jQ4LoGVxS73c7q1asZOHAgrVu3ZteuXUDNdIrNzc3l8uXLgOTO/nd69uxJZmYm3333XbWPVVUKCwvZvn07Fy5coFevXnTu3FkORn/HkbKr7t8/EDkg1QEKhYI2bdowYMAA8vPz2bJlC+np6f+shctp0yRBw6hRcBM2lFu1ahVPPPEEu3btYs+ePfTq1Yu33y5zgBg3bly1j+FoJXGtfd15550MGjSIcePGOdeTagpRFJk6dSoTJ050uWByfEctFguJiYls376dwMBAbrvtthqtubqlkFN2VebmvEy9SWnUqJGzI+2RI0fw9vYmOjoaX1/f+h5a7bJ+vSTzVqvh/fdv/PoGxjfffONUtX322WcALsFo3bp1REdHV/s4OTk5AMyZc3UfPkEQ2LBhAxEREXz//ff07t272sd0sHTpUj799FMAioqKmDZtGu+99x4bN27kmWeeoWfPnvj5+f0j64pk6g55hlTHCIJAREQEt99+O40bN2bnzp0cPHjwpqldqjQWS1nX4GeegVat6nc8lcRgMFx3NhIeHn7NJnqVwaFqBK5rOqpWq+nXrx8ff/wxu3fvrvZxjx49yiOPPMKkSZOcBbjfffcdvXv35tKlS8ydO5fQ0FAWLlxIXFycHIwqgpyyqzLyDKmeUKvVtG/fnoiICE6ePMnmzZuJioqiVatWt1ZO/pNP4PRpCAyE//u/+h5NpZk3b55z5gCS2ODhhx/m999/p02bNjUSjACngm7ChAk3lJF//PHHpKWlceedd5KYmFgl5eOrr77KihUrSEtLw2w2M3nyZD799FMEQSArK4sNGzYgCAKbN2/G19eXadOmNfiaugZDTaTc5JSdTH3g4eFBt27dKCgo4Pjx42zatIm2bdsSHh5e7bYQ9U5OjqSsA3jrLbgJr67j4uIICAggJyeHhQsXMrlUHXj33XfX6HEmTZrE3LlzXYxar0VAQACrV68mNDSUadOmscrhml5B9u3b50wLdurUiV9++YXw8HCMRiMnT57k8uXLXLx4kXnz5pGVldVgap5kbn3kgNRA8PX1JS4ujoyMDE6cOMH58+dp3749TZs2vXmvTF97DQoKICYGHn20vkdTKex2O8uXL+fJJ5/EZDIB8OyzzzJx4sSKt9eoBJGRkYwcOZLi4uIKvT4kJITmzZuzY8eOSh1HFEV6lZrZajQadu7ciUaj4dSpUyQlJeHp6cnkyZPJyMjg7bffloNRVRDFGpgh/TNTdjf5JfithSAIBAcHM2jQICIjIzl69ChbtmwhJSWlwRfWXsGxY1AqAGDRolrtd1QbLF68mMcee4whQ4Ywd+5c5+Pr16+vtWNGRERw6dKlCqsvZ8yYQWZmJkajscLHeK20MDkuLo6CggKSk5P5448/yMvLo0+fPhw4cICMjAw6dOjASy+9VKX38Y9HXkOqMnJAaoAoFAqioqIYMmQIUVFRnDp1is2bN3Px4sUacwSoVURR8quz2+Hee2HAgPoeUaUQRZFppUKM//3vf8ycOROAM2fOcM8999TacXft2sX58+f5888/K/T64OBgrFYrubm5FXr92rVrmTNnDl26dOH999/nzz//pLi4mD59+hAXF4efn5+zncbIkSOr+jZkZKqMnLJrwCiVSiIiImjevDlpaWmcOXOGU6dO0bJlSyIiIhpuC+hffoG//gKNBt57r75HUylsNhs9evTAYrG4PH769Gla1bJCMCIigkOHDtG3b98Kvb5///64u7uzZMkSXnnlleva9qxevZoXXniB999/n9atW6NWqxkwYACNGjUiISGB/fv3s337dqesvXxTQJnKUhN1RDdZRqSGqNQZ7aZLG90iKBQKmjVrRmhoKJmZmZw5c4YzZ84QFRVFVFRUw2p8ZjLB889Lt6dPlxrwXYeSkhK++eYbVCoVwcHBLr1/6pq0tDT69+9PUlISAFOmTOHee+9FpVLRug5cye+66y5+/PFHzp8/T4cOHW74+sDAQGJjY5kzZw5z5syhc+fOuLu706tXL5555hkiSj/7r776ilOnTjF//nxatmxJq1atOH78OBMnTmT79u1kZWUBksBm0qRJTJw4sULHl7kGsrlqlalUQDpy5AgDBgy4eRfZb3IEQaBp06YEBQWRk5PD2bNnOXfuHGFhYURERDSMGpFFiyApCYKD4QZrEFarlQceeIBffvnF+Zjdbq+X71dRURGxsbGkpqYCUr+j2bNn16kbwdixY3nyySdZs2ZNhQNC+RTukSNHANi7dy8ff/wxU6ZMoVWrVgQGBuLv70/Pnj0JCwsjKyvLKWx45ZVX6NOnD61ataJJkyYN4zt0syPLvqtMpdaQdDodx44d+2dZ3jRABEEgMDDQmfu32+3s2LGD7du3c+nSpfrzysvMBIfLwDvvwA3UaIWFhS7B6PV6bEcxePBgUlNT+fXXXxFFkcuXL9e5NY6npyf33XcfK1asuG42onw68ZdffuHrr7/msccew8vLi6ZNmzJ+/HiWLl1K+/bt2bJlCzabjeeff55mzZrx7bffEh4ejkaj4bvvvmPOnDmMGDGCVq1aycFIpt6pVEDq2bMn6enpnD59urbGI1NJGjduTJcuXbjjjjsICwvj/PnzbNy4kaNHj6LT6ep2MK+8AkVF0KMHPPTQDV/u5+fHvn378CttQzF9+vR6mR1ZLBZnk71Ro0bRtWtXBEFg4MCBdR7cn3jiCS5evMjs2bM5ffr0Fa3Rs7KycHNzQxAEVq9ejb+/P2PHjiU1NZUZM2awZMkS4uLiyM3NZerUqXTs2JEHHngAgJkzZ/LAAw8watQoUlNTuffee+v0vf1jkFV2VaZSKTsPDw969+7Nzp07cXNzIyoqqrbGJVNJ1Go1kZGRREREkJ+fz6VLl9ixYwfe3t6Eh4cTGhpauyKIw4dh2TLp9qJFUMGi3m7duhEdHc2OHTvQ6XT10szQ4djt4PDhw4AUMJV1LFfv2bMnvXr14o033uCNN94gKCiIjz76iBEjRuDp6clPP/3kfO0nn3xCbm4ukZGRPPXUU4SEhNC2bVs0Gg2iKDJu3DhCQkIA2LZtG/PmzSMuLo5vv/22zt/XPwo5ZVdlKn2G8vb2plevXuzZswe1Wv2PblXcEBEEAT8/P/z8/OjQoQMpKSmcP3+e48ePExISQkhICIGBgTXrAiGKkk+dKML990MlTD8TExPZsWMHHTt2rLc+P82bN0cQBO6//34++ugjEhMTad26NYGBgYiiyNdff82IESPqLIX322+/8euvv/K///2PxMRExo4dS/Pmzdm+fTvHjx9n2LBhxMXF0b59e5KTk4mJiSEkJMRldikIgjMYZWZmOmdDn3zyiRyMZBosVbpk9vPzo0ePHsTHx6NWq2natGlNj0umBlCr1URFRREZGUl+fj5paWkcPXoUi8VCcHCwMzhV+wT1/fewYwdotVCuiLQiOOTFnTp1qt4YqkFUVBQajYaVK1cyatQoxo4di8ViYcOGDRQXFzNhwgSeffZZFixYUCfjcdQDPfzww9jtdtatW8fSpUtZuXIlt99+O6NHjyYwMJBWrVpVqEPr3r17ycnJ4ddffyUmJqYO3sE/HFllV2WqnMNp0qQJXbp04cCBA/Tq1UvujdKAKT9rio6OpqCggLS0NI4dO4bZbKZp06YEBwcTFBRU+eBkMJTJvF98ESo5Y1YqleTl5dWrclMURSIiIkhJSSEyMpKZM2eyZMkSlzW4hQsX1llAAqk9eHp6OmlpaQiCwHPPPcevv/7KsmXLOHXqVIXSr19//TVLly5lzJgxAMyaNYvevXvLv9XaRk7ZVZlqLSqEhoZis9nYu3cvPXr0ICgoqKbGJVNLCIJA48aNady4Me3bt0en05GWlkZiYiKHDh0iKCiIpk2bEhgYWKGrbz74AJKTpUA0Y0aVxlTfbd2PHTtGUlISFouF2NjYq75m27ZttToGURTR6XRkZ2eTlpaGTqcjICCAsLAwYmNj0Wg0fPTRRxgMhgoF7127djFhwgQAduzYQf/+/dm+fTvLly9nxowZFBQUIAiCrKyTaVBUe5W7efPmKJVK9u/fT9euXZ15a5mGjyAI+Pr64uvrS7t27SgsLCQtLY2kpCQOHTqEl5cXgYGBBAQEEBAQcGUBbmqqJO8GePdduEmNOENDQ50KRYAvv/ySkJAQOnTowOzZs4mNjaV///41ekxRFCkuLiYnJ4fs7GxycnIQRRF/f38iIiJo2rQpGo3G+foTJ07w888/065duwrNYl999VWX+9u3bwfgnXfeoVmzZjz44INoNBrS09PloFTTyCm7KlMjsqvQ0FCUSiUHDhzAZrPJQoebEMfVso+PD+3atcNsNpOTk0NOTg4nT56kuLgYHx8fAgMDCQwMxM/PD9VLL4FeD3FxUAMtvKtKQkIC7733Hh9//HGV3Kn9/f2ZOHEi8+bNY8GCBfj6+jJs2DAAPv/88xobp16vdwlAZrMZPz8/AgMDadmyJb6+vlcVm2RlZTkLZf9uaXQtfvvtN7Zu3cqoUaNcpOu+vr7cf//9gNR8cP/+/dx+++018O5knMgpuypTY1Krpk2bEhsby9GjR7l48WJN7VamnnBzcyMkJIROnToxePBghg4dSosWLTCbzRw5coTdCxbAN98AkDFzJoVFRfViLbV582Z69erFihUrOHfuXJX3M3jwYHQ6HY8++ihffvklZrOZF154AUEQmDhxYqX3Z7FYyMnJISkpiYMHD7Jp0yY2bdrExYsX8fDwoGvXrowYMYK4uDhat26Nn5/fNZWP5WXpFW3emJSUxIgRI7Baraxdu5ZGjRoxatQojh8/zpEjRzh37hxqtVquKZRpUNRoYUqTJk3o3bs3e/fuxWq10rJly5rcvUw9otVqCQsLIywsDNFux16aEsobNYqzPj7otm9HFEW8vb2dMy1fX1+8vb1rTWa8Z88e59V9ZGQk3bp1q/AM4u+Uv4hauXIlAQEBFBUVATDgBm7lRqMRnU5HQUEBOp0OnU6HXq/H3d0dX19ffHx8CA0Nxd/fv0rdgO+++27mzp3LzJkzK9wvqXxLigcffBCbzcaHH36Ih4eHU2kXGRlJfHw8Tz75ZKXHJHMd7KL0V919/AOp8UpJf39/4uLi2LNnDzabjdatW8ved7cYwqpVKOPjwcsLvyVL6Bcc7FwTcZyQ09LSOHnyJFarFS8vLxo1aoSHhwceHh54enri4eGBVqutVrCKj4933nakoarKyZMnAWmm/8QTTziDEcBDDz2E2WxGr9c7/0pKStDr9eh0OkwmE56enjRq1AilUklMTAw+Pj4ua0DVYevWrbzyyisMGjSIp556qkLbdOvWjS5dunD48GHMZjPHjh27ojX6k08+yTPPPMPEiRNrfI3sH43coK/KCGIFjOkKCwvx8fFBp9Ph7e1doR0XFhaye/duwsLCaN++vRyUbhVKSqBNG0nQ8Pbb1zVQFUURg8GATqejuLjY5WRuMBiw2+24u7s7A5XjT6PRoFarXf6USuUV36G77rqL3377DZAW7fv164fFYmH9+vWMGDHihrMRu92O1WrFYrGQlpbmVKX5+fkRFBREhw4diIqKQqVSYbVaUavVLkFVq9Xi4+ODt7c3arWaSZMm8cUXX2AymWrMgV2n0zkdOHbs2IGnp2eFt7XZbE55eEFBAaIo4uvr63xeFEViY2NRKpXs2bPnlv6NVuUcVtVjaHq9gKCq3sWIaDVh2juvVsfbEKk1Lxlvb2/69u3L7t27sVqtdOrU6Zb+wv9jWLBACkaRkfDcc9d9qSAIzhP43xFFEaPR6DLr0Ov15OXlYTabsVgsWCwW54K8IAhXBKkZM2Y4C2vVajX79+93rmMdOnTIZU3Gbrc793mtfT/11FNcvnyZ/Px8srKyMJlMxMbGOt/DjQLc3r17Adi5cyeDBg2q4Ad6dURR5NSpUzzxxBNYrVZ++umnSgUjkGq85s2bR3FxMR07dsRqtfLxxx8zcuRI1Go1giDw2muvMWrUKBISEuSiWZl6p1Y7vHl5eTmD0uHDh+ncuXPNWtbI1D1PPgm5udC/P1SkTukaCIKAVqtFq9Xi7+9/zdeJonhFICkfUJKTk1EoFM5iT5vNRkZGBr6+vi7pQIVCcUVA+/vsa9iwYWzcuNG5TVRUFFOnTq3wFWr79u05duwYK1asqFZAysjIIDg42Hn/iy++uCLdVlEGDBjAqFGjsNvteHp6cs8999CsWTNWr15NXFyc8/Nr0qRJlccr8zdk2XeVqfWWox4eHs6gdODAAbp16yZ7ad3MNG4szZLqCEEQcHNzu2YKbM6cOWi1WkJDQwFJ3Xbq1CmioqIqLSCIKNdMsEePHuzfv5/JkyezatWqCm0fHR0NwPLly1m+fDkg9Xyq7PddoVDQt29fdu7cCeASnMpz5swZ2rRpw1dffcX48eOv+pqpU6fi6+vLjh07CAwM5OjRozz55JPceeedTJo0iWXLljF27NhrHkOmCsiy7ypTJ9MVd3d34uLiMBqN7Nq1y0UBJCNTUYxG4xW9uFq2bOkMRtXFYUD65ptvOttRTJo06YbbPf7448701x133MHPP//sfK4qqr8mTZqwY8cOZ6+oq2UVNm7cSJs2bQDXJn3lsdvtJCYmMmnSJAIDAwGIiYlh/fr1DB06lLVr19K9e3cWLlxY6THKyNQGdZY/02g0xMXF4enpyfbt2+u+V4/MTY3JZCIoKAh/f38mT55MYWFhjR/DcaHkcDkYNWoUt91223W3MZvNLgHoueee41//+hf33XcfHTp0qJj90jUYNWqU0wWlPDqdzulPB1xzduTg7z2dvL29Wbt2LRcvXmTDhg2y5VdNI/dDqjJ1uqCjVCrp2rUrERER7Ny5k/T09Lo8vMxNit1uZ9iwYRQVFZGfn8/nn39eK12Lu3Tp4px1APz666+MGDHiutssW7aMnJwc7rnnHnJycrjjjjsAGDlyJMePH7+iwV5lsdls7Nmzx+Wx33//Hb1eT+/evYmMjLzmLEyhUNC9e3dnfyeZOsKRsqvu3z+QOlcYCIJA69at6dKlCwcPHuTs2bNyS3SZ65KYmMjWrVsRRZFmzZphtVprxX8tNDSUU6dOucwYrie4MJlMfPnll/j5+fH555+7vNYRyB6qQOfc69GxY8crZoNHjhzBz8+PCRMmcOHCBdatW3fVbe12O8nJydd9DzIyDYl6k7yFhITQt29fzp8/z5EjR+rFdkbm5iAjI8N5W6/X17pS08PDgyeeeIINGzY4xQlX4/333+fo0aOsW7fO2YbdQePGjenTpw9//fVXtSyN7r//fg4fPsylS5cwm80ADBkyhLy8PL744gvg2k4SOp2OS5cu0b179yofX6YKyCm7KlOvGmxfX1/69++PTqdj9+7dmEym+hyOTB1TUlLC7Nmz6dq1K7m5uQCsWLECT09PgoKCiI2NZfTo0UybNg2FQoFGo2HZsmW1Xs82ZswYli9fTmJi4jWD3/nz53nnnXd46qmn6NOnz1Vfs379elQqFS+88EKV10wnTpyIwWBgzJgxeHt7YzKZ6Nu3LxERERw8eJCxY8deU7LtaDHy119/VenYMlWlJtJ1/8wL9HovCtJqtfTt2xc3Nze2b99eK4vVMg2PJUuW4OXlxeuvv87hw4fJysrCbrezYMECDAYDWVlZFBYWYjQaiYuLQ6lUotVqGTlyZK2P7c033+Thhx9m2rRp9OzZkylTpnDhwgXn87t37yYuLo6mTZte0eahPD4+PsyfP5+ffvrpujOt61FQUABIhb4mk4mSkhI0Go3Tf65t27bX3X7s2LH89NNP6PX6Kh1fRqYuqfeABKBSqejRowfNmjVjx44dZGVl1feQZGqRM2fOMGXKFOf99u3b07ZtW6ZPn86hQ4cYNGiQ06ng999/Z/jw4Xh6ejJ06NA6KazWarUsWbKEzZs3U1xczJIlS4iKimLChAk88MADDBgwAG9vbzZt2uRixeNAp9Px3XffYbfbeeqppxgyZAgzZ84kOTm50mOJjIwkMjLSed+xdvaf//yHmTNnMm3atOtu/8ADD1BcXMzq1asrfWyZKiKn7KpMgwhIIIkd2rVrR6dOnYiPj+f8+fOy2OEW5e+mozNnzkQQBH744QeaN2/OZ599BkiL8u+++y533303AwcOZMmSJXU6zkGDBhEfH0/Xrl0Bqfbn2LFjvP322xw9etSlkNbB+fPn8fX1ZezYsc61r08++QSTyUT37t2vkGDfCJVKRZcuXZz3HduHhobyzjvv3FDc0bJlS+6++27eeecdeZ22rpBVdlWmwQQkB2FhYfTp04czZ85w8ODBKrcTkGmYnD59mjVr1jjvv/vuuzz44INMmDCBlJQUkpOTnWsib731FjNnzmTmzJn88MMP9dLqvFGjRhw8eBBRFMnIyCAhIYEZM2Zctb7o3LlzTrcGkOqaNm7cSHBwMC+//DLZ2dlVmqmUvzCrioP4Cy+8wLlz5/j1118rva1MFZBnSFWm1q2DqoKfnx8DBw7k0KFDbNu2jW7dutXLyUim5hk9ejQnT54kODiYnj17Mnv2bCwWC19//TVjxoyhT58+TjPW+fPnA9Li/KpVq4iMjMTLywtvb2/c3d1p2rRpfb6VK/joo4/w9vbm6NGjtGnThmeeeYb//e9/rFq1irfeeovExERmzJjBkCFDKlWMeuLEiWqNq1evXrRs2ZLRo0eTnJwsd3SWabA0uBmSA3d3d3r37k3z5s3ZtWsXSUlJcgrvFqB///74+vrSu3dvfv75Z0pKSli2bBkg+cdNnz4dpVJJSUmJc0H/hRde4MEHHyQuLo6YmBgiIyMJCwtj8+bN9fhOyjCZTBw+fJhvv/2WBx980HnxFBQUxPDhw52uCkuWLEEURe655x4yMzMrvP/s7Gzn7aqk3QRBYPjw4QAu6T+ZWkJO2VWZBhuQoKyItk+fPiQlJbFv3z5ZGn6T89lnn1FQUOAilb58+TKAs/srSKmpV199lfnz53Pu3DkuX77MkSNH2Lt3L7///juRkZEsWrSozsf/d+bOnetsSZ6Tk8PTTz/ttPp58cUXWb9+vdMYNigoiO+//54zZ84wcOBAEhISbrj/4uJiTCYTLVu2vGobj4riCES5ubkudV0ytYBIDaTs6vtN1A8NOiA5cKTwFAoFW7duJScnp76HJFMFzGYzbm5uCILAc889xwsvvOB8HKTOqA5UKhWzZ8/mueeeo0WLFoSGhhITE0PPnj0JDg4mKSnJKTaoL/744w9eeukl56xlzJgxhIeHO+9fzaG8b9++/PHHH5w6dYrbb7/9qrP+jIwMFi1axOjRo2nUqBF6vZ533nmH06dPV1ll6DBqBfjhhx+qtA8ZmdqmUmtI9V0j1KZNGy5dusRff/1FixYtaNmypdz07yZi6dKl9OvXj2HDhlFcXEzLli1dno+Ojq7Qd2zJkiU0adKEp5566orXWywW9Ho9hYWFlW4/UVk+/PBDQkJCnH51W7ZsobCw0CnTXrJkCe3atWPIkCEuzfUc7uTZ2dkUFha6fIeNRqOzFUTnzp2ZM2cOgYGBDBkyBEEQqvwbLB+QNm3aVG1Lo5uNyqRIq43ViFjdlJvNXDNjucmoUAtzo9FIZGSkPNWXkZG5aWnatCkXLlyolgP79ajp82Rtj7chUqGABNKH7UityMjIyNxsuLm51frJvSbPk3Ux3oZGhQOSjIyMjIxMbXJTiBpkZGRkZG595IAkIyMjI9MgkAOSjIyMjEyDQA5IMjIyMjINAjkgycjIyMg0COSAJCMjIyPTIJADkoyMjIxMg0AOSDI3NatWrWLJkiVyi24ZmVsAuTBW5qblv//9LxcuXCAyMpIjR46wc+fO+h6SjIxMNZADksxNS2hoKBs2bKBDhw5oNBouX77s7DYrIyNz89EgO8bKyFSEmJgYfvjhB06dOoWfnx8BAQH1PSQZGZlqIK8hydy0LF++nNTUVNauXctvv/1W5V5BMjIyDQM5ZScjIyMj0yCQU3YyNzWXL1/m008/Zffu3WRkZCAIAkFBQfTp04cnnniCsLCw+h6ijIxMBZFnSDI3LTt37mT48OGEhYUxdOhQgoKCEEWRrKws/vzzT1JSUvj999+Ji4ur76HKyMhUADkgydy09OjRg759+7JgwYKrPv/cc8+xc+dO9u/fX8cjk5GRqQpyQJK5adFqtRw5coQ2bdpc9flTp07RpUsXDAZDHY9MRkamKsiyJJmbluDgYHbv3n3N5/fs2UNwcHAdjkhGRqY6yKIGmZuW559/nieeeIKDBw8yZMgQgoKCEASBjIwM/vzzT5YuXcrChQvre5gyMjIVRE7ZydzUrFmzhgULFnDw4EFsNhsASqWSbt26MW3aNMaOHVvPI5SRkakockCSuSWwWCzk5OQAEBAQgFqtrucRycjIVBY5IMnIyMjINAhkUYOMjIyMTINADkgyMjIyMg0COSDJyMjIyDQI5IAkIyMjI9MgkAOSjIyMjEyDQA5IMjIyMjINAjkgycjIyMg0COSAJCMjIyPTIPj/SmLCj2J+ACsAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "icec_final = icec.fillna(icec_interp)\n", + "\n", + "proj = ccrs.NorthPolarStereo()\n", + "trans = ccrs.PlateCarree()\n", + "\n", + "fig, ax = plt.subplots(subplot_kw=dict(projection=proj))\n", + "\n", + "# Gridlines\n", + "gl = ax.gridlines(draw_labels=True)\n", + "gl.top_labels = False\n", + "gl.right_labels = False\n", + "\n", + "ax.coastlines()\n", + "\n", + "time_avg_icec = icec_final.mean(dim='time')\n", + "time_avg_icec.plot(subplot_kws=dict(projection=proj),transform=trans,cmap='Blues_r')\n", + "sea_routes_reproj.plot(ax=ax,color='red')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "icec_final.to_netcdf('icec_final.nc', format='NETCDF3_64BIT')\n", + "icec_final = xr.open_dataset('icec_final.nc', decode_times=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "mask_3D = regionmask.mask_3D_geopandas(sea_routes, icec_final, numbers='numbers', use_cf=True)\n", + "nwp = mask_3D.sel(region=1)\n", + "nsr = mask_3D.sel(region=2)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "f, ax = plt.subplots(subplot_kw=dict(projection=proj))\n", + "\n", + "nsr.plot(\n", + " ax=ax,\n", + " transform=ccrs.PlateCarree(),\n", + " add_colorbar=False,\n", + ")\n", + "\n", + "ax.coastlines(color=\"0.1\");" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "nwp_data = icec_final.where(nwp == True)\n", + "nsr_data = icec_final.where(nsr == True)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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<xarray.Dataset>\n",
+       "Dimensions:  (time: 516, lat: 96, lon: 1440)\n",
+       "Coordinates:\n",
+       "  * time     (time) datetime64[ns] 1981-09-01 1981-10-01 ... 2024-08-01\n",
+       "  * lat      (lat) float32 66.12 66.38 66.62 66.88 ... 89.12 89.38 89.62 89.88\n",
+       "  * lon      (lon) float32 0.125 0.375 0.625 0.875 ... 359.1 359.4 359.6 359.9\n",
+       "    region   int64 1\n",
+       "Data variables:\n",
+       "    icec     (time, lat, lon) float32 nan nan nan nan nan ... nan nan nan nan
" + ], + "text/plain": [ + "\n", + "Dimensions: (time: 516, lat: 96, lon: 1440)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 1981-09-01 1981-10-01 ... 2024-08-01\n", + " * lat (lat) float32 66.12 66.38 66.62 66.88 ... 89.12 89.38 89.62 89.88\n", + " * lon (lon) float32 0.125 0.375 0.625 0.875 ... 359.1 359.4 359.6 359.9\n", + " region int64 1\n", + "Data variables:\n", + " icec (time, lat, lon) float32 nan nan nan nan nan ... nan nan nan nan" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nwp_data" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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0Northwest Passage7689.630315LINESTRING (-168.83320 59.34944, -167.33377 62...1
1Northern Sea Route7576.681873MULTILINESTRING ((180.00000 70.32357, 179.0842...2
2Transpolar7137.175384LINESTRING (-169.78554 60.27749, -168.41041 62...3
\n", + "
" + ], + "text/plain": [ + " Name Shape_Leng \\\n", + "0 Northwest Passage 7689.630315 \n", + "1 Northern Sea Route 7576.681873 \n", + "2 Transpolar 7137.175384 \n", + "\n", + " geometry numbers \n", + "0 LINESTRING (-168.83320 59.34944, -167.33377 62... 1 \n", + "1 MULTILINESTRING ((180.00000 70.32357, 179.0842... 2 \n", + "2 LINESTRING (-169.78554 60.27749, -168.41041 62... 3 " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import geopandas as gpd\n", + "sea_routes = gpd.read_file('Sea Routes.geojson')\n", + "sea_routes = sea_routes.drop(columns=['Id','OBJECTID'])\n", + "sea_routes['numbers'] = [1,2,3]\n", + "sea_routes" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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<xarray.Dataset>\n",
+       "Dimensions:  (time: 43, lat: 96, lon: 1440)\n",
+       "Coordinates:\n",
+       "  * time     (time) datetime64[ns] 1981-09-01 1982-09-01 ... 2023-09-01\n",
+       "  * lat      (lat) float32 66.12 66.38 66.62 66.88 ... 89.12 89.38 89.62 89.88\n",
+       "  * lon      (lon) float32 0.125 0.375 0.625 0.875 ... 359.1 359.4 359.6 359.9\n",
+       "    region   int32 2\n",
+       "Data variables:\n",
+       "    icec     (time, lat, lon) float32 nan nan nan nan nan ... nan nan nan nan
" + ], + "text/plain": [ + "\n", + "Dimensions: (time: 43, lat: 96, lon: 1440)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 1981-09-01 1982-09-01 ... 2023-09-01\n", + " * lat (lat) float32 66.12 66.38 66.62 66.88 ... 89.12 89.38 89.62 89.88\n", + " * lon (lon) float32 0.125 0.375 0.625 0.875 ... 359.1 359.4 359.6 359.9\n", + " region int32 2\n", + "Data variables:\n", + " icec (time, lat, lon) float32 nan nan nan nan nan ... nan nan nan nan" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nsr_data = xr.open_dataset('nsr_data.nc', decode_times=True)\n", + "nsr_data = nsr_data.where(nsr_data.time.dt.month.isin(9), drop=True)\n", + "nsr_data\n", + "# only want September data for each year" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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<xarray.Dataset>\n",
+       "Dimensions:  (time: 43, lat: 96, lon: 1440)\n",
+       "Coordinates:\n",
+       "  * time     (time) datetime64[ns] 1981-09-01 1982-09-01 ... 2023-09-01\n",
+       "  * lat      (lat) float32 66.12 66.38 66.62 66.88 ... 89.12 89.38 89.62 89.88\n",
+       "  * lon      (lon) float32 0.125 0.375 0.625 0.875 ... 359.1 359.4 359.6 359.9\n",
+       "    region   int32 1\n",
+       "Data variables:\n",
+       "    icec     (time, lat, lon) float32 nan nan nan nan nan ... nan nan nan nan
" + ], + "text/plain": [ + "\n", + "Dimensions: (time: 43, lat: 96, lon: 1440)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 1981-09-01 1982-09-01 ... 2023-09-01\n", + " * lat (lat) float32 66.12 66.38 66.62 66.88 ... 89.12 89.38 89.62 89.88\n", + " * lon (lon) float32 0.125 0.375 0.625 0.875 ... 359.1 359.4 359.6 359.9\n", + " region int32 1\n", + "Data variables:\n", + " icec (time, lat, lon) float32 nan nan nan nan nan ... nan nan nan nan" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "nwp_data = xr.open_dataset('nwp_data.nc', decode_times=True)\n", + "nwp_data = nwp_data.where(nwp_data.time.dt.month.isin(9), drop=True)\n", + "nwp_data\n", + "# only want September data for each year" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "def route_length(geometry):\n", + "\n", + " ellipsoid = geo.Geodesic() #defaults to WGS84 radius/flattening values\n", + " \n", + " route = geometry\n", + " length = ellipsoid.geometry_length(route)/1000\n", + "\n", + " return length" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "def perc_cover(dataset, route_length):\n", + "### Calculate percent ice cover of linear sea route during September of each year ###\n", + "\n", + " perc_cover = []\n", + "\n", + " for i in range(len(dataset['time'])): \n", + " \n", + " data = dataset.isel(time=i)\n", + " data = data.where(data['icec']>0.15, drop=True)\n", + "\n", + " condition = data['icec'].where(data['icec'].notnull())\n", + " indexes = np.argwhere(np.array(condition.notnull()))\n", + "\n", + " points = []\n", + " \n", + " for i in range(len(indexes)):\n", + "\n", + " lat_index = indexes[i][0]\n", + " lon_index = indexes[i][1]\n", + "\n", + " lat_val = float(data.isel(lat=lat_index).lat.values)\n", + " lon_val = float(data.isel(lon=lon_index).lon.values)\n", + "\n", + " point = [lon_val,lat_val]\n", + " \n", + " if point not in points:\n", + " points.append(point)\n", + "\n", + " points.sort()\n", + "\n", + " ice_line = sg.LineString(points)\n", + " ice_line_gdf = gpd.GeoDataFrame(geometry=[ice_line])\n", + " ice_line_gdf = ice_line_gdf.set_crs('EPSG:4326')\n", + "\n", + " ellipsoid = geo.Geodesic() #defaults to WGS84 radius/flattening values\n", + " \n", + " object = ice_line_gdf['geometry'][0]\n", + " ice_cover = ellipsoid.geometry_length(object)/1000\n", + " \n", + " perc = ice_cover/route_length\n", + "\n", + " perc_cover.append(perc) #THIS IS THE GOAL VALUE\n", + "\n", + " return perc_cover" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "nsr_length = route_length(sea_routes['geometry'][1])\n", + "nwp_length = route_length(sea_routes['geometry'][0])" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "nsr_perc_cover = perc_cover(nsr_data, nsr_length)\n", + "nwp_perc_cover = perc_cover(nwp_data, nwp_length)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "# period of interest\n", + "years = np.arange(1981, 2024)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Compute linear and second order polynomial trends for both sea routes\n", + "\n", + "nsr_trend1 = np.polyfit(years, nsr_perc_cover, 1)\n", + "nsr_trend2 = np.polyfit(years, nsr_perc_cover, 2)\n", + "nsr_trendline1 = np.poly1d(nsr_trend1)\n", + "nsr_trendline2 = np.poly1d(nsr_trend2)\n", + "\n", + "nwp_trend1 = np.polyfit(years, nwp_perc_cover, 1)\n", + "nwp_trend2 = np.polyfit(years, nwp_perc_cover, 2)\n", + "nwp_trendline1 = np.poly1d(nwp_trend1)\n", + "nwp_trendline2 = np.poly1d(nwp_trend2)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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moarcticnsrnwp
year
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" + ], + "text/plain": [ + " mo arctic nsr nwp\n", + "year \n", + "1981 9 0.315789 0.512421 0.406556\n", + "1982 9 0.315078 0.488527 0.413474\n", + "1983 9 0.334282 0.497676 0.559853\n", + "1984 9 0.292319 0.412902 0.419400\n", + "1985 9 0.300853 0.403827 0.428258" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "perc_cover = pd.read_csv('perc_coverage_data.csv')\n", + "perc_cover['nsr'] = nsr_perc_cover\n", + "perc_cover['nwp'] = nwp_perc_cover\n", + "\n", + "perc_cover = perc_cover.set_index('year')\n", + "perc_cover.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "perc_cover.to_csv('perc_coverage_data.csv')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Capstone", + "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": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Trend Analysis.ipynb b/Trend Analysis.ipynb new file mode 100644 index 0000000..32ca4e9 --- /dev/null +++ b/Trend Analysis.ipynb @@ -0,0 +1,755 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This document uses the percent coverage (length/area) dataset created from the Arctic, Route and Trouble Spot Analysis docs to calculate best fit linear regressions and bootstrap confidence intervals to explore the magnitude and direction of trends at all three different scales." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n", + "Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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yearmoarcticnsrnwpnsr_spotnwp_spot
0198190.3157890.5124210.4065561.0000001.000000
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" + ], + "text/plain": [ + " year mo arctic nsr nwp nsr_spot nwp_spot\n", + "0 1981 9 0.315789 0.512421 0.406556 1.000000 1.000000\n", + "1 1982 9 0.315078 0.488527 0.413474 1.000000 1.000000\n", + "2 1983 9 0.334282 0.497676 0.559853 1.000000 0.999947\n", + "3 1984 9 0.292319 0.412902 0.419400 0.746492 1.000000\n", + "4 1985 9 0.300853 0.403827 0.428258 0.595685 0.999988" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv('perc_coverage_data.csv')\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(10,5))\n", + "\n", + "ax.plot(data['year'], data['arctic'], color='black', lw= 2, label='Overall Arctic')\n", + "ax.plot(data['year'], data['nsr'], color='green', label='NSR')\n", + "#ax.plot(data['year'], data['nsr_spot'], '--', color='green', label='NSR Trouble Spot')\n", + "ax.plot(data['year'], data['nwp'], color='blue', label='NWP')\n", + "#ax.plot(data['year'], data['nwp_spot'], '--', color='blue', label='NWP Trouble Spot')\n", + "ax.set_title('Percentage of Area Covered by Sea Ice in September vs. Time')\n", + "ax.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.linear_model import LinearRegression\n", + "from sklearn.preprocessing import PolynomialFeatures\n", + "from sklearn.utils import resample\n", + "from sklearn.pipeline import make_pipeline\n", + "\n", + "def fit_linear_model(x_values, y): \n", + " ### Fit a linear model to x and y values ###\n", + "\n", + " x_vals = x_values.reshape(-1, 1)\n", + " y_vals = y.values\n", + "\n", + " model = LinearRegression(fit_intercept=True)\n", + "\n", + " lin_model = model.fit(x_vals, y_vals)\n", + "\n", + " print(\"Model slope: \", lin_model.coef_[0]), print(\"Model intercept:\", lin_model.intercept_)\n", + "\n", + " return lin_model\n", + "\n", + "def fit_poly_model(x_values, y): \n", + " ### Fit a polynomial model to x and y values ###\n", + "\n", + " x_vals = x_values.reshape(-1, 1)\n", + " y_vals = y.values\n", + "\n", + " model = make_pipeline(PolynomialFeatures(2),\n", + " LinearRegression())\n", + "\n", + " poly_model = model.fit(x_vals, y_vals)\n", + "\n", + " return poly_model\n", + "\n", + "def model_vals(x_values, model):\n", + " ### Calculate values along a model line with x_values and model inputs ###\n", + "\n", + " xfit = x_values\n", + " yfit = model.predict(xfit[:, np.newaxis])\n", + "\n", + " return yfit\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def lin_bootstrap(x_values, y_values, model_vals, n_bootstraps, x_predict):\n", + " ### Calculate linear bootstraps given data (x_values and y_values), predicted model values. Input number of bootstraps and x-values for prediction ###\n", + "\n", + " n_bs = n_bootstraps\n", + " bootstraps = []\n", + "\n", + " x_vals = x_values.reshape(-1, 1)\n", + " residuals = y_values - model_vals\n", + "\n", + " for i in range(n_bs):\n", + " \n", + " bs_res = resample(residuals, replace=True, n_samples=len(residuals)) #Resample with replacement\n", + "\n", + " y_vals = model_vals + bs_res #Bootstrap \"data\"\n", + "\n", + " model = LinearRegression(fit_intercept=True) \n", + " lin_model = model.fit(x_vals, y_vals) #Fit linear regression to input x_vals and bootstrap data\n", + " \n", + " bs_vals = lin_model.predict(x_predict.reshape(-1, 1)) #Predict \n", + "\n", + " bootstraps.append(bs_vals)\n", + "\n", + " bs_df = pd.DataFrame(bootstraps).T\n", + "\n", + " return bs_df\n", + "\n", + "def poly_bootstrap(x_values, y_values, model_vals, n_bootstraps, x_predict):\n", + " ### Calculate polynomial bootstraps given data (x_values and y_values), predicted model values. Input number of bootstraps and x-values for prediction ###\n", + "\n", + " n_bs = n_bootstraps\n", + " bootstraps = []\n", + "\n", + " x_vals = x_values.reshape(-1, 1)\n", + " residuals = y_values - model_vals\n", + "\n", + " for i in range(n_bs):\n", + " \n", + " bs_res = resample(residuals, replace=True, n_samples=len(residuals))\n", + "\n", + " y_vals = model_vals + bs_res \n", + "\n", + " model = make_pipeline(PolynomialFeatures(2),\n", + " LinearRegression())\n", + "\n", + " poly_model = model.fit(x_vals, y_vals)\n", + " \n", + " bs_vals = poly_model.predict(x_predict.reshape(-1, 1))\n", + "\n", + " bootstraps.append(bs_vals)\n", + "\n", + " bs_df = pd.DataFrame(bootstraps).T\n", + "\n", + " return bs_df" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model slope: -0.003583576104995934\n", + "Model intercept: 7.463429157431606\n" + ] + }, + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "arctic_lin = fit_linear_model(data['year'].values, data['arctic'])\n", + "arctic_poly = fit_poly_model(data['year'].values, data['arctic'])\n", + "arctic_lin_vals = model_vals(data['year'].values, arctic_lin)\n", + "arctic_poly_vals = model_vals(data['year'].values, arctic_poly)\n", + "\n", + "fig, ax = plt.subplots(figsize=(15,5))\n", + "ax.plot(data['year'], data['arctic'], color='purple')\n", + "ax.plot(data['year'], arctic_lin_vals, '--', color='purple')\n", + "ax.plot(data['year'], arctic_poly_vals, '*', color='purple')" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model slope: -0.002019549476367745\n", + "Model intercept: 4.415078872077446\n" + ] + }, + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nsr_lin = fit_linear_model(data['year'].values, data['nsr'])\n", + "nsr_poly = fit_poly_model(data['year'].values, data['nsr'])\n", + "nsr_lin_vals = model_vals(data['year'].values, nsr_lin)\n", + "nsr_poly_vals = model_vals(data['year'].values, nsr_poly)\n", + "\n", + "fig, ax = plt.subplots(figsize=(15,5))\n", + "ax.plot(data['year'], data['nsr'], color='green')\n", + "ax.plot(data['year'], nsr_lin_vals, '--', color='green')\n", + "ax.plot(data['year'], nsr_poly_vals, '*', color='green')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model slope: -0.007141350720902307\n", + "Model intercept: 15.073539738868535\n" + ] + }, + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nsrts_lin = fit_linear_model(data['year'].values, data['nsr_spot'])\n", + "nsrts_lin_vals = model_vals(data['year'].values, nsrts_lin)\n", + "nsrts_poly = fit_poly_model(data['year'].values, data['nsr_spot'])\n", + "nsrts_poly_vals = model_vals(data['year'].values, nsrts_poly)\n", + "\n", + "fig, ax = plt.subplots(figsize=(15,5))\n", + "ax.plot(data['year'], data['nsr_spot'], color='teal')\n", + "ax.plot(data['year'], nsrts_lin_vals, '--', color='teal')\n", + "ax.plot(data['year'], nsrts_poly_vals, '*', color='teal')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model slope: -0.0013829280660720019\n", + "Model intercept: 3.107554424113144\n" + ] + }, + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nwp_lin = fit_linear_model(data['year'].values, data['nwp'])\n", + "nwp_poly = fit_poly_model(data['year'].values, data['nwp'])\n", + "nwp_lin_vals = model_vals(data['year'].values, nwp_lin)\n", + "nwp_poly_vals = model_vals(data['year'].values, nwp_poly)\n", + "\n", + "fig, ax = plt.subplots(figsize=(15,5))\n", + "ax.plot(data['year'], data['nwp'], color='blue')\n", + "ax.plot(data['year'], nwp_lin_vals, '--', color='blue')\n", + "ax.plot(data['year'], nwp_poly_vals, '*', color='blue')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Model slope: -0.0008877986595157992\n", + "Model intercept: 2.741072138988648\n" + ] + }, + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "nwpts_lin = fit_linear_model(data['year'].values, data['nwp_spot'])\n", + "nwpts_lin_vals = model_vals(data['year'].values, nwpts_lin)\n", + "nwpts_poly = fit_poly_model(data['year'].values, data['nwp_spot'])\n", + "nwpts_poly_vals = model_vals(data['year'].values, nwpts_poly)\n", + "\n", + "fig, ax = plt.subplots(figsize=(15,5))\n", + "ax.plot(data['year'], data['nwp_spot'], color='cyan')\n", + "ax.plot(data['year'], nwpts_lin_vals, '--', color='cyan')\n", + "ax.plot(data['year'], nwpts_poly_vals, '*', color='cyan')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Percent Area of Sea Ice Coverage in September')" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(figsize=(15,5))\n", + "\n", + "ax.plot(data['year'], data['arctic'], color='purple', label= 'Arctic Ocean')\n", + "ax.plot(data['year'], arctic_lin_vals, '--', color='purple')\n", + "ax.plot(data['year'], data['nsr'], color='green', label= 'Northern Sea Route')\n", + "ax.plot(data['year'], nsr_lin_vals, '--', color='green')\n", + "ax.plot(data['year'], data['nwp'], color='blue', label= 'NorthWest Passage')\n", + "ax.plot(data['year'], nwp_lin_vals, '--', color='blue')\n", + "ax.legend()\n", + "ax.set_title('Percent Area of Sea Ice Coverage in September')" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "metadata": {}, + "outputs": [], + "source": [ + "# Create 1000 bootstraps for each area\n", + "\n", + "arctic_bs = lin_bootstrap(data['year'].values, data['arctic'], arctic_lin_vals, 1000, data['year'].values)\n", + "\n", + "nsr_bs = lin_bootstrap(data['year'].values, data['nsr'], nsr_lin_vals, 1000, data['year'].values)\n", + "\n", + "nwp_bs = lin_bootstrap(data['year'].values, data['nwp'], nwp_lin_vals, 1000, data['year'].values)\n", + "\n", + "nwpts_bs = lin_bootstrap(data['year'].values, data['nwp_spot'], nwpts_lin_vals, 1000, data['year'].values)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'NorthWest Passage Trouble Spot')" + ] + }, + "execution_count": 85, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Use seaborn to plot 95% CI for each linear regression model\n", + "\n", + "import seaborn as sns\n", + "\n", + "fig, ax = plt.subplots(5, 1, figsize=(15,25))\n", + "fig.suptitle('Best Fit Line and 95% Confidence Interval', y=0.91)\n", + "\n", + "ax[0].plot(x, arctic_bs, color='lightsteelblue', alpha=0.05)\n", + "ax[0].plot(x, data['arctic'], color='gray')\n", + "sns.regplot(data=data, x=data['year'], y=data['arctic'], scatter=False, n_boot=1000, line_kws=dict(color='blue'), ax=ax[0])\n", + "ax[0].set_title('Arctic Ocean')\n", + "\n", + "ax[1].plot(x, nsr_bs, color='lightsteelblue', alpha=0.05)\n", + "ax[1].plot(x, data['nsr'], color='gray')\n", + "sns.regplot(data=data, x=data['year'], y=data['nsr'], scatter=False, n_boot=1000, line_kws=dict(color='blue'), ax=ax[1])\n", + "ax[1].set_title('Northern Sea Route')\n", + "\n", + "ax[2].plot(x, nsrts_bs, color='lightsteelblue', alpha=0.05)\n", + "ax[2].plot(x, data['nsr_spot'], color='gray')\n", + "sns.regplot(data=data, x=data['year'], y=data['nsr_spot'], scatter=False, n_boot=1000, line_kws=dict(color='blue'), ax=ax[2])\n", + "ax[2].set_title('Northern Sea Route Trouble Spot')\n", + "\n", + "ax[3].plot(x, nwp_bs, color='lightsteelblue', alpha=0.05)\n", + "ax[3].plot(x, data['nwp'], color='gray')\n", + "sns.regplot(data=data, x=data['year'], y=data['nwp'], scatter=False, n_boot=1000, line_kws=dict(color='blue'), ax=ax[3])\n", + "ax[3].set_title('NorthWest Passage')\n", + "\n", + "ax[4].plot(x, nwpts_bs, color='lightsteelblue', alpha=0.05)\n", + "ax[4].plot(x, data['nwp_spot'], color='gray')\n", + "sns.regplot(data=data, x=data['year'], y=data['nwp_spot'], scatter=False, n_boot=1000, line_kws=dict(color='blue'), ax=ax[4])\n", + "ax[4].set_title('NorthWest Passage Trouble Spot')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Project the linear models and bootstraps to 2100\n", + "\n", + "x_proj = np.linspace(1981, 2100, 119).reshape(-1, 1) # Project x out to 2100 \n", + "\n", + "arctic_lin_proj = arctic_lin.predict(x_proj)\n", + "arctic_poly_proj = arctic_poly.predict(x_proj)\n", + "arctic_linbs_proj = lin_bootstrap(data['year'].values, data['arctic'].values, arctic_lin_vals, 1000, x_proj)\n", + "arctic_polybs_proj = poly_bootstrap(data['year'].values, data['arctic'].values, arctic_poly_vals, 1000, x_proj)\n", + "\n", + "nsr_lin_proj = nsr_lin.predict(x_proj)\n", + "nsr_linbs_proj = lin_bootstrap(data['year'].values, data['nsr'].values, nsr_lin_vals, 1000, x_proj)\n", + "\n", + "nsrts_lin_proj = nsrts_lin.predict(x_proj)\n", + "nsrts_linbs_proj = lin_bootstrap(data['year'].values, data['nsr_spot'].values, nsrts_lin_vals, 1000, x_proj)\n", + "\n", + "nwp_lin_proj = nwp_lin.predict(x_proj)\n", + "nwp_linbs_proj = lin_bootstrap(data['year'].values, data['nwp'].values, nwp_lin_vals, 1000, x_proj)\n", + "\n", + "nwpts_lin_proj = nwpts_lin.predict(x_proj)\n", + "nwpts_linbs_proj = lin_bootstrap(data['year'].values, data['nwp_spot'].values, nwpts_lin_vals, 1000, x_proj)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'NorthWest Passage Trouble Spot')" + ] + }, + "execution_count": 86, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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4vWRJsd0VLFZTmVkh5eQHlJ0bVHZeUDl5kc/ZuUFl54bkcB5foUhdxW75GmpksdqV2bnPIZ3LlZSmHkMnatvKBSrYsk4Ba5Kyuw6QJFkMKTnBEdsh1G1Xotsum/XwZKe7du3Szp07ZbFYdOqpp8a8d8YZZ2jjxo36+uuvNWnSpGhzgfYIhUJ69dVXVVJSopKSEvXv37/VKrK2mKaptWvXSmp9+ua+pkyZojVr1qioqEirVq2KVtEBAAAAAABIJ1iAdtm1VaquNFRaYlNZsU3lJTYFg4bKSmwqK2n7VtIyImFaTn5TwNYUtDWHbQmJRzdgK90RqT7L7NxXVpvjkM+XktVFnfqO0p7Ny7V701K5ElKUnNlJYVOqafCrpsHf4hiXw6LkBKeS9wnXktx2uRxWGYbR7ms3V58NGzZMycnJMe916tRJffr00ZYtW/TZZ5/poosuavd5FyxYoJ07d0Zfv/fee+rdu7dstvZ9yxYWFqq2tlZOp1N9+sQPKRMTEzVx4kR98MEH+vDDDzVo0KBoJR0AAAAAAMCJFaBdV6OExHD0dTgsVVdaVVpkU2lxJFQrK4n9s7fRoupKm6orbdq8vvXzJiWH9gZqzVVs+U2hW15QyalhdSBTistTW6H6qmLJMJTdbcDhOamk7G6D1FhfraqirSpY/an6jjlPrsSUNvf3+sPy+htVVt0Ys91qaa5ac+wN1xLsSnTZZbXEPoSqqiqtXx95qKeddlqr15k4caK2bNmiVatWadKkSUpNTT3gvWzatEmLFi2SJF188cVasGCBqqqqtGjRoujaagfS3H1z4MCB7Qrdxo4dq+XLl6uqqkqff/65pkyZ0q7rAAAAAACAk98JFaDtz2KRMrJCysgKacBQX4v3TVOqq7FEArWmqrWYoK3Ipvo6a/Rj++bW18lyusLRarWc5qmhTSFbTl5QaRkhtWMZM0lSWdPaZ2k53eVwJR30ve/PMAx1HXiafJ5aeWrKtH3VAvUdM102e+v31JZQWKqu96u6vmXVWoLTGp0Smux26Ksln8s0TfXu3Vu5ubmtnq9bt27q0aOHCgoK9Pnnn+u8886Le/2amhrNmTNHknTqqadq+PDhslqteu211/TZZ5/plFNOOWAIFwqFtG5d5DkfaPpmM5vNprPPPlsvv/yyFi1apJEjR7Yr7AMAAAAAACe/EzpAOxDDkFLSwkpJ86vPgJaBkCQ1eoxoqFZaZItOD20O26orbfJ5LdpV4NCugtan9dnsprJy9lawNU8Vba5gy8wJymaT/N4GVZUUSJJyug8+7PdrsVjVc9hkbfryHfk8tdqx+lP1Gn5Wu5oUtIfHF5LH16iSqkYFAz6tW70qct20nvp01e6Y9daSExxKcNlkMQydccYZKigo0FdffaWJEye2mOrZLBQK6ZVXXlFjY6M6deqkc845R1IkBFu+fLl27Nih999/X9/+9rfjjnPbtm1qbGxUYmKievbs2e77GzhwoLp3764dO3boww8/1KWXXtruYwEAAAAAwMnrpA7Q2sOdYKp7r4C69wq0+r7fZ6isxNqigq202K6yYpsqyq0KBgwV77areLe91XNYLKYyskI66+z5GtjPVH1jF332UY9IRVt+UFm5QTkPU6MDu9OtnsPP1Jal76quski7Ny1V5/6ndmhds/ao2L1Z4VBQrqQ0JaTlq6rer6pWq9ZsSna7lJmdr4qyIi345DOdd+402W3WFvt++OGH2rVrl5xOpy6//PLo1EvDMDR9+nQ99dRTWrdunbZt26ZevXq1Obbm7puDBg2SpQPhoWEYmjp1qp5++mmtXr1aw4cPj3sdAAAAAADwzfCND9AOxOE01blbUJ27BVt9PxSUKspbmR5abFNZkU1lpVYF/BbV1YTUs1ukYuvN1ydq06asmPOkpof2mx4aiFawZecFlZjU/oAtITlD3YZMUMHXn6h810b5PLXqNuR02R3ug38Q+wiHQyrfGVn7LKfb4LjhnMcXlMcXVGrnQaooK9LXK1YomNhTbneCktx2pSTYlZzoUHnRjmhDgosvvrhFx87c3FyNHj1aS5cu1bx583T77bfLam0ZwgUCAW3YsEGSNHTo0A7fW6dOnTRq1CgtX75cc+bM0fe+9z253YfnuQEAAAAAgBMTAdohstoUXRuttUmZ4bBUU2XVni3rFajzyR9MU58huUrJ8kQDt0aPRTVVVtVUWbV5fetrliUkhVqdHtrc/CA1LbbRQVpOd3UbNEE7N3yhusoibfzibfUYOlFJ6XmHfM/VJQUK+Bplc7iVltejXcckZ3aSOyVTjbUVKi1cp059Rqqq3qeqep/8jfXauOQdSVJ2t4Ha1ZCkmnXFSklwKCVx77TQKVOmaO3atSovL9eXX36pcePGtbjO5s2b5ff7lZqaqi5duhzU/U2dOlXbt29XZWWl3nnnHV122WWHvYIPAAAAAACcOAjQjjCLRUpLD2hPINIVsteQATr13Mro+6YpNdRZomuvlRa17CRaW22Vp96qgnqrCra2HrA5nOGYCrZI04NhyszMkzwfKOir0Zbl85XX+xTl9hh60IGQaZoq3RFZoD+76wBZLC2rwFpjGIbyegzV9q8/VvnOjcrpPlg2u1PhcEgFqz9VKOhXQkqW8vuMjFatlVTFdgi1Ww116TdSm1Yu1EcffaxO3fooJytdLoc1ej/N0zeHDBly0PfocDh06aWXavbs2Vq7dq369eunYcOGHdS5AAAAAADAie8bFaCZZljlOzeqtmKPOvcbLVfi0emyWFq4TgFvg2x2lzLyY9fUMgwpKSWspBS/evVtu9FBeXOo1tQ9tKx4b8ODynKb/D6Ldu1waNeO/Rsd5Mhu76cLLpirU05ZpeKtK7XuqyqV156jzBxHNGzLygnK3voSbjHqq4rlra+SxWJTZpd+HXoOKdld5UpKl7e+SmWF65Xfe7iKtnwlT225rDaHug89I24gFwiZcmf2lDtlvRprK/TGO++p++AJMgzJ5bDKZTO1ceMmSVLP3v0VCodlPcgGCp07d9akSZP08ccfa+7cuerWrZvS0tIO6lwAAAAAAODE9o0J0Brrq7Vz3SJ5asslSQWrG9RvzPmytLKO1uFUXVqooi1fSZLyeg+XxdrxR+5OMNW1Z0Bde7be6CDgl8pLW1mDrWldtopSu15//RJt395D55//jjJSd8hu+a9efeEyFRT0kCQZhqn0zFCbnUSz84JyufdWn2V06i2bvfVquLYYhqHcnkO1Y/WnKt+5Qc6EZJUVRtZS6zZovJzupHado0v/U7V56TxVFW1VVud+SkzLVqMvpN3btyocDsmZmKrVuwNas2eH7DZLpJFBgl3pSU6lJDqU7HbIYbccsEJt4sSJ2rJli3bt2qU5c+ZoxowZHWpKAAAAAAAATg6GaZqHp/3jEVRbW6vU1FRVV1crNTVSNeYPhFTXGFBtg0+1DX7VewLy+EPyB4IKhaXmmzLDYZUUrFHJ9q9lmmFZrHYZFkOhgF/Z3Qapc7/RR2zcntoKbVn2nsLhoLK69FeXAWOP2LXiCYWkynJrpGtoSa0coffltFfJNA0t/2qi5r8/UT7fgYO9Hr2KdcOMp2SahtZuvV6pGUlNU0UjH4nJseuwtcY0w9qw+C35PDXRbQfzdShc+7kqi7bKnZyhfqeeJ8OwaOuKD1RXsUd5vYYrr1f8KZeGJJfTqkSXXamJDqUnO5WS4FCiyy6LZe9NVFZWatasWQoEAjr77LM1YcKEDo3zcAsEAvJ6vUpOTj6m4wAAAAAA4FhpzolqamqUkpJyVK55QlWgzV2yQ6mpqXLYLLLbLHLYrE2fLcpIdSvPvne7w2ZRZXmJ3n/3XZWVlUqSOnXtoX6nTFBZWanWLpmvssJ1SsnqrOSM/MM+Vr/Xo+2rFigcDio5I1+d+4057NdoL6tVys4NKTs3JMmpUOhc7d7wpSqLtmr0qE81+ZzNSsoeoZrqFJWXJqusxBmdHto8VdRTb9WwIUskSevXD9ArL3VvcR13QjgaqEW7iebtrWBLywjJMCzK7TlUhWsXSlLTumcjOnxP+X1Gqrq0UI11larYvUVpOd1UV1kkSUpvR2MDU1KjL6RGX0jlNd79npcht8OmZLddaclOTZx0lhZ88K4WLFig3r17Ky/v0BsxdJRpmlq5cqU+/PBDNTY26qqrrlLfvn2P+jgAAAAAAPgmOqEq0P7z3iolJB648iYcCqp42yqVFq6TTFNWu1PdBp6q3C595LRHQreNKxdq59Z1cick6vxLr1ViQoIkKRAOKxAIqbFpIXuvPyR/KKxQ0FR7H1QoFNCWZe+psa5SrsRU9R0zXVbb/muTHXuVe7Zq14YlCoeDMdutdqfsDrfsTrdsTrfsDrfCplvlhV9JCqus/jLt2tU1ZrpoTdWBp8LaHWFl54SU08mvsyf9Uy5XvRrMS5WV51ZOXkAZWSF1ZIZraeE67dm0TFa7U9ldB6p420q5UzLV/9TzO/gk4jNNUwVff6yasp1yJaZq5KRLlJacoOxUp7LS3Ep02Y9ol86dO3dq3rx5Kioqim5LSEjQbbfddtSSdgAAAAAAjhfHogLthArQSsoq5U5IlD8YViAYlj8YUiAQlr/5z8GwSop3a+2yT9RYH5kimJbbQ537j5Hd4Y45ZygU0KYlb8vnqVNabg91HzKx1RDEYjFaVLxZLVLYlMJhU8FQWMFQWIFgSP6QqWAgrO1ff6KaskJZ7U71G3OenAnH73Q7b321dm9aKm9DjQL+xkhb0DgSUrPVb8z0Ftt9XkNlJXvXXYuux9ZUwVZVblU4vPf5GoYpiyWsUGhv8GaxmsrMbruCLSsnJIdz7/jMcFgbl7wtb0N1dFunvqOV033QITyR1gX9Xm344k0F/V5ldR2oLv1bVhTarIZcdpsS3XZlpTqVleJSSqIzZkpoR9TW1uqDDz7Q6tWRDq5Op1NnnHGGVq9ereLiYnXv3p112QAAAAAA3zgEaG1ofjD/+te/lJSUJKvV2upHVVWVVqxYIUlKSkrS+eefr/79+zeFbXtDN38grEAorOI9u/XBOy/LNE0NPfVMZXXuHRPMHcyD2bPlK5UWrJFhWNT/1GlKy8xrCuZMmU2hW9g0FQq1v6LtaDFNU6GATwF/owK+RgV9jXv/7PcoHAwqr/cpSkjJ6vC5g0GponRvJ9Gy4kg30eapouUlNgWDBw6a0jP3hmvZeUF16VygrMQ3ou8POv1yOVwJHR5fe9SW79a2lR9KknqPOFvJmZ3afazFkJx2qxJcNqUluZSe5JDbZZPbYZPLYY0JbwOBgBYvXqyFCxcqEIg0jhgxYoTOPPNMJSUlqaKiQn/729/k9/s1adIkTZ48+bDeJwAAAAAAxzMCtDY0P5if/vSncrlcB9x/+PDhmjZtWrv2/eSTT/Txxx/L6XTq9ttvV1pamqRImBQMmZHKsmgAF9obxgWawrim7f5gWHsKNmrr15G1vboNPl0Z+b0O6n4NI7LIvakDFoSdNMJhqbrSGgnV9usm2vza52290urb335ZgwevU0FBd73y6nXRcG3f6rXsps6iySkHbnQQz64NS1S+a6PsTrf6j71QNseBv8faw2JITodFjVW7tenrJfLU10qSOnXqoqnTpqlb184xIdvXX3+t119/XYZhaMaMGerRo8dhGUdrPB6P1q5dqwEDBtC8AAAAAABwzBGgtaH5wcyfP18ul0uhUCj6EQwGo3+WpKFDh6pXr/YHV+FwWM8++6x27dp1SFPiduzYoeeff17hcFinn366xp8+aW/FW3P1W2CfAG7f7U1VcaHwcf+lOGZMU6qrsbRawVZb5Vev7ku1bOlwlZbmxD2Pyx2OmR7aHKw1v07LCCnelz8cCmrjkrfl89QqNae7egw946DXPzPDYfm9DfJ5auXz1KqmbKfqq4olSXZngjr1HaW03B7R87sdFiW5HXI7bXI7bVq+6ENt2bhWiYlJuvW731VqyuEPt4qLi/Xf//5XNTU1SkhI0GWXXdahny8AAAAAAA43ArQ2HOkHU1lZqVmzZikQCOjss8/WhAkTOnz83//+dzU2NmrQoEG6/PLLDypUCYfN6FpuMeu8BcORaaf7hW777gfJ0xBZh620aO/aa2X7VLNVVRy4Q4HNbiorpylQ2ydcy86NBGyZOUH5PRXatHSuZJrK7TlUrqR0GYZFFotFhmGRYbHK2PfPhqFANCirk68x8tnfWC/TjP3aGRarcroPVk6PwbJa7XHHGgoFtOnLufI11Cg5s7P6jjxLiS67ElyRgM3taPrstEZfd2Q9tvXr1+v1119XIBCQYRgyTVOGYWjKlCk6/fTTj2jjBAAAAAAA2kKA1oaj8WC++uorvfXWW7JYLLr11luVl5fXruMaGxs1e/ZsVVRUqFOnTrrhhhtkt8cPPg430zRjwrSYaaeB1kO3Q1nn7UTl9xkqL7VGp4TuP1W0osymcCh+KGSxmMrICumMSZ9p2OBPD3lMhsUqpztZzoQUuRJTldG5r5zupHYf31hfpU1fzpUZDqlT31HK6T447v4Om6WVgK0pZGtaj02SPv30U3388ceSpF69eumSSy7RggULtHLlSklSv379dMkll8jtdrdxJQAAAAAAjgwCtDYcjQdjmqZeeuklbdiwQdnZ2br11lvjBmEej0dbt27VkiVLtHv3bqWkpOiWW245odaI2n+dt1anlwZCavQF5fVHtgVDJ+9U01BQqihvJVxrqmgrK7Uq4I/M7zSMsM45Z75ycspktYZkswVltYZktYZkt4dkdwRlt4ei2wxLguyuFCWlJSkpNRKYORNSZHcmHHIlV/muTdq14QvJMNR39LlKTM0++GcQCmj3+sWqLC6QJPUZeIrGTpisRJddbqdNm9ev1nvvvatQKKS0tDRdccUVys/PP6TxAwAAAADQEQRobThaD6ahoUFPPvmkGhoaNHbsWJ177rnR90zTVHFxsTZv3qzNmzdr9+7dan50drtdN910U7ur1k4GoVDsNFNfIKSGxoDqG4Py+ILy+oMKNAVuJ0veFg5LNVXWvQFbc7hWsjdwa/QceP28hKSQcprXYcvfOz20uflBalrHGh2Ypqkdqz9VdekOOVxJ6jf2Atnsjg7fn7+xXttWfSRvfZUMw6IuA8Yqs3PfFvt56yq0ffWn8nnqZLFYNWrcZA0ecorcTqtcTZVtdlvH1xEEAAAAAKA9CNDacDQfzObNm/Wf//xHknTFFVfINE1t3rxZW7ZsUX19fcy+OTk56tu3r0455RRlZx981c83ic8fUn2jX9UNftU2+FXfGJDXF5Q/FFYoZJ7QU0pNU2qos8R0Do12Em0K2upqrAc8j8MZjjY42LejaPPrjKyQrPudJhT0a+OSt+VvrFdqTjf1GDqpQ5Vt9dUlKlj1iYIBr2wOl3oMm6yktLYbMgQDPhWu/Vy15bskSRmd+qhL/1NlsUbWmbNbLXvXXotOF4193ZH12AAAAAAAaEaA1oaj/WDeeecdLVu2rMV2u92uXr16qW/fvurTp49SU1OP+Fi+iUzTVCAUVqMvqFqPX9X1PtU2RII2XyCkYNjU8f9d27pGj6Hy5lCteG+Tg+aGB5XlB250YLXubXTQHK7l5AWVlbVHZt2bksLqMmCssrr0b9eYKnZv1q4NS2SaYbmT0tVz+BQ5XAdeh800TZUWrFHR1pWSTLmTM9Rj6CQ5E9o3jdlpt8Y0OGhtPTYaFQAAAAAA9keA1oaj/WACgYD+/ve/q7S0VJmZmerTp4/69u2r7t27y2Y7cMCBo8M0TfkCYTV4/aqu86m6wS+Pt3m9tpBCJ2DQFvBL5aUt12BrnjJaUWpTKE6jg3HjFmvatPcVDFr14SfXypWYqNy8RmXlNCo9w6u0dK9SUr2yWgIKhwLy1FaosmirJCk1p7u6DR5/wO6f+6ur2KOCNZ8pFPDJYrHJlZTWtMZbcsxnq61j00oNQ3I59gZqe6vX9layOWwWQjYAAAAA+IYhQGvDsXgwfr9fXq/3qF0PR044bKrBG1BNg181DX7VevxN1WwnXlOEUEiqLLfGVq81hWuR11ZdfvmL6tdvc4fOW+MZK2fqcOXkh5STF1RicsfWYfN7G1Sw+lN5asra3Mdmd8mZkCxHQoqSM/KVkd+rQ2NsjdViyOVoOVU0wWljPTYAAAAAOEkRoLXhWDwYfLOYpimvP9gUsAVU7wmo3huQzx+UPxg+YarZTFOqLPNr19p3ZIbqJEmhsE3BoEN+n0ONXoe8jU75/Q75/Q75fE6tXTtYW7b0iTmPOyEcMz00O29vs4Oc/IBS01sGbKZpyttQLV9DrXyNtfJ56uTz1MrnqVXQ720x1v6nXSR3UtqRehRRVouxN1hz2ZTgtMdMHXU5bbKyHhsAAAAAnDAI0NpAgIbjQWTKaEh1noBqPZEGCB5vpOuoPxA6rjqOmuGwQqGgrFabDEtsBVZ9naXV6aHNFW011e1odOAIKys3qOy8ULTBQU5+IBK65TY1OthntnMo6I8GamWF6+WpLVduj6HK7zPicN/6QTEkOeyW6FTRBJdNSW67kt12JbjsrMcGAAAAAMcRArQ2EKDhRBE2Tfn8IXm8AdU3BlTXGFCDN6BGX0hef0iBYOi4Cdna4vMa0UCttHi/zyU2VZVbFQ7HD5MsVlOZ2bHdQ3PyI+FacsJG1RZ9Ioc7SQPHf+uECqYMSTabIYctMk00wWVXitumpESHEp02OR022axMGQUAAACAI4kArQ0EaDiZhMKR6aKNvkj1Wr0nErJ5fE0NEAJhhY/jH8tgUKoobb2TaGlRpNFBMNh2KGa3+/XjH/9ODkdA731wnSyOnBbTRXPygnInHL/PoD0MSXabRXZbpLIt0WVTotseqXBz2uSwW+W0W2Sz0ggBAAAAADriWOREtJQEjjKrxVCiy65EV9vdLoOhsBp9QTX6Q5HP3qDqvZEpo43+yJTRY1XJZrNJuZ2Cyu0UbPX9UEiqrrRGK9f2D9nKim3auLG/hg5do5TETXrvvdabCSQlh5STv08FW17s5+SUjjU6ONpMSf5gWP5gWA3eoMpr2943FAzIbrPKYY9UsTnsVrns1uhabc1NERw2qxx2iyzH840DAAAAwEmICjTgBBUINodskWq2Rl9k6mhdY0CNvkjzg+ORaUrFO3apZMsChZWgneU3qKzYEQ3Xyoptqq878DpsLnc4JlyLNjto+nNaRkjNy7811lWpurRAWV0GyO50H+E77JjyXRu1a8MSSZLN4ZLN4Zbd6Zbd4Zat6bPdmSCb0y1XQopsDldkX6shm9Uiu9Uih90SCd0ckbDN7Yg0THA5bHLYLbJamFYKAAAA4ORBBRqAdotMD3QoJdHR6vumacrfHLI1fdQ1RtZma2gMyHeMqtgMQ8rtlq/yAocU9OjMqVuUnJEXs4+nYZ912IpsMeFaWYlNVRU2eRst2lng0M6C1u/fZjeVnRtU9x7lOmvSfNntXu3etkvOjAuU08muzOygbMfBb8CK3Zujfw76vQr6vfLWV7W+s2GoU59Ryu42UMGQFAyF5FVIajzwdawWQ1aLIZvNIoe1OXBrDt2sSnBFupM67TbZrAbTSgEAAABgH8fBXx8BHAmGYchpt8pptyotydnqPs2dRT3eoGoafKqq96mm3t/U8CCsI5WvWSxWpeZ0U+WeLaou2d4iQEtINNW9V0DdewVaPd7vM1RWYt0nZLPHhGwVZVYFA4YqSsO65MI5stu9kiSbUaU9G97TzPtnyOtNUEZWaO+00NxIo4Pm11m5QTmdRzZh9Hsb1FhXKUkaMO4ihcNhBX2NCvg8CvgbI39u+uz3eRTwNmjP5mVqqClTt0HjZbW1PQ14f6GwqVA4Eqp62rG/xZCsFousVkN2m0UOW2TNNpcjMp00wWlVksveNLWUddwAAAAAnNyYwgkgrmAwpLIar0qrGlXT4JPHG5keeqi/OOoqi7T1q/my2hwafMa3ZbEceNpmewWDUnmpRSWbF8gMFCoYStS6zeepb495crvqVVKSq3/8Y4Y8noS450lND+0TrgUiU0Rz904XTUw6tKfQPH0zMTVbfcdMj7uvaZoq37lBuzcvk0xTzoQU9Rg2We6ktEMaw+FiSLJYjL1TS20WOW1WOR3WSODmiFS5Jboi67xZLQRuAAAAAA4OXTjbQIAGHH9M01SjL6iKWq/Ka7yqbvCr0RtUINS+tddMM6y1n72qoL9RPU85U6nZXQ7r+PZs+UqlBWtkWCzqM+pcJaZmydtQqy3L31PQ3yi7O0PW5PNVXpYUbXSw72dv44HXDUtICsWuv5Yb2+wgJS1+o4OtKz5UXcVu5fcZqdweQ9p1Xw3VZSpY/YkCPo8sFpu6Dhqn9Lye7X0sx5XmKjebtWlqqc0qp8Mil90WaZ7gsirRaVeCy0a3UgAAAABRBGhtIEADThymacrjC6q2wa/KOp9q6n2qawzI6w+12HfXxi9VvnOD0vN6qvuQiYdtDJVF21S4dqEkqfuQ05Wet7fTp7ehpilE88qdnKHeI8+RzR47xdU0pfo6S+udRJvWYaurOXDFnMMZjlaw7dvgICcvqMzsRhWt/4/McFgDTrtIrg5UkgX9XhWs+VT1lcWSpKwu/dWp3+jDWsV3PDIMyWLsV+XWNE25eVppgtOuJLddLoeVwA0AAAA4SRGgtYEADTjxmaapBm9QdR6/aj1+Vdf5tHv3bq1e9LYsVpuGnHGFLNZDX5axoaZMW5a/JzMcVm6PocrvM6LFPo311dq6/H0FA14lpGSq14hzZLO33oygLY0eIxKo7dvgYJ/Araoi/r0MGLBeV131kmpq0jT/41uVnRdq0U00KycoexvLnJlmWMVbV6mkYLUkKSElSz2GTZLDldih+zjZWZqbJ1j2ruXmcETWcktwRCrdEt02JbnsslrpVgoAAACcCOjCCeCkZRiGktyR6qD8zEjIYw7M1c51C1VdXa0se61yOvdSrcevmga/PN5gh9dZ83sbtH3VRzLDYaVkd1Ve7+Gt7udOSlPvUedoy/L35amt0LYVH6j3yLNltbU/RHMnmOrWK6BubTQ6CPil8lJbq9NDy0ps6j9gkyRp3br+WrOi9bXYDMNUemYo0twgt5Wpop1HKiE1W4VrF8pTW66NS95WjyETlZzZqd33caLyNtRq18YlCodaf/77slrt6jLgNDkTkiXF339vlVtkaqm9qXmC026V22mT2xmZVprotstpt8hiIXQDAAAAvgmoQANwTH344YdauHCh+vfvr6uuuiq6PRw2Ve8NqM7jV50noFqPX3UevxoaWw/WwqGgNi97V411lXIlpanv6OkH7FLZWFepLV+9r1DAr8TUbPUacXaHOlseLNMMa82nrygU8Mqaep4qKrvHhGvN1Wx+/4HDmZS0kHr2KteZU15TanKpTFMK2cYqo8tQ5eQGlZgcfx22E5FphrV56bvy1Ja3+5ikjDz1HnHOEZnWaTEkq9USrXKz79Ox1O20KcFpU5I78tlmO7mn2QIAAABHAxVoAL5xhgwZooULF2rLli3yer1yuVySIlPvUhIcSkmIrQoLhU3VNzYHa37VegKqbfBp3dJP1FhXKavdqZ6nnNmuIMydnKHeI87R1q/mq6GmTNtWfqhew8864iGap6ZCoYBXFptdQ0ZlyLA0tNjHNKWaKkvs+mslzVVsdpUV2+RpsKi22qpVX+Vq7de3avr0uRo1aoVsoSX6519ytWLFCLkTwjFrr+3f7CAtI3TCBWxlOzfIU1sui9WuboPGy4hTBRYOBVW4bpHqK4tVXVJwRBouhE0pHAwrIKnRH1LHq9ya1nJzWOW22+R2RTqWJjntcjqtspxoXyAAAADgJESABuCYys3NVXZ2tsrKyrR+/XqNGNFyzbJ9WS2GUhMdSk3cG6x98sknqi7dIYvFomnnXaKEtJxo5ZrHF2zzXIakhJRM9R55trZ8NV8N1aXa+tV8ZXcbqJSszh2a0tkRNeU7JUkpmZ3bDH8MQ0rLCCstw69+g/yt7tPc6KCspHmK6CRtKXCpT4/FOv/8d1RWlq1du7qocJtDhdtavxe7I9zU5CAU0/AgJy+oJPcm1Zd+qVCwHdMkbXZl5PdWZpf+crhan5J6OPg8dSreslKS1KnvKKXldm/fMdtWavemZUf069pepimFTFOhcEi+Az9aSftUuVkN2a2tVLm5rEp02SNVbnQsBQAAAA47pnACOOY+++wzLViwQL169dJ1113XoWPXrVunl19+WZJ04YUXauTIkTHvB0Nh1XkC0eYFzX9u3K8raENNubZ+NT+6ppZhWJSUka+0nK5Kyeoqu9N9CHcYa8PiN+VtqG7RIfRwME1TBV9/opqyQtkcbiV3vliV5akqLYpteFBaYlNlmVWm2XrQ0r//Rl155YuyWDr4rwjDUFpOd2V3G6jE1OzDcEd7maaprSs+UH1lkZLSc9V75NR2BUXhUEgbl7wpn6dO2V0HqnP/MYd1XMej5io3azRw26djqaOpY6nLrgSXTU67VTYaKAAAAOAEwhROAN9IQ4YM0YIFC7R9+3bV19crKSmpXcft2bNHr7/+uiTptNNOaxGeSZLNalF6slPpyc6Y7YFgOHZ9tTSXEhIuVFHBRtWUFcrnqVNdxW7VVeyW9IUSU7OVnttNGXnd5XAlKRg+uHv1NdbJ21AtGYaSMzsf3EniMAxD3QZP0OaltfI2VMtX8YFOGT1NFmvLtbcCAamidN8KtsiHGdyt8ae+IovF1KpVw/Txx5PiXjM1LaTeffZoyJBlSk/dpeqSAlWXFMjqzFZO94HK6dIt7jTL9qos2qr6yiIZFqu6DhzX7iori9Wqzv3HatuKD1S2c4PSO/VWQnLGIY/neLa3ys2UP9C+b1aLIVktFlmthhytreXmsirBaZfLYZXDZpXFQpUbAAAAvjmoQANwXPj73/+u3bt369xzz9XYsWMPuH9ZWZmeffZZNTY2qnfv3rr66qsPS0dEfzCk2ga/du0p1uZNm7Rrx1bVVpXF7ONKTFNuzyHR6jGHzRKt4AkEQwqE2v61Wla4Xrs3LVVSeq76jJp2yONti89Tp01L31Eo4Fd6fu/IWmHtCJwaasqaKvGCSsnqppROU1RW7GjR4KC5ms3njX3meXlFOu20JRoyZI1stkiVX11dsjZvHanKmiFKz7ZHpog2TRXNzgsqOeXAjQ4CPo82LH5ToaBfnfqMVE6PIR1+JgVfR6b6JqRmq+/oc78x0xyN5n80fVsern/pG4qsVWi1RtZzc+xX5eZ2RqaVup02OewW2ZlaCgAAgMOECjQA31hDhgzR7t27tWbNmgMGaFVVVXr++efV2Niozp0769vf/vZhCc8kyWGzKivVrazUnho+MLLgfE1NjdauW6/16zdo965CeRuqtWPN50pOy5bNlSx/MCz/fiVphiSnwyqHzSKLYSgUDqvRH1JN+S5JUkpW18My3rY4E5LVY8gZ2rriQ1UVbZU7OV053QbFPaaxrkrbVnyocCio5Ix89Rg2URaLqawcnwYO87XY3zSl2mrLfhVsCdpTco42vnGGuuSv0inDlis5uU4jh3+iQOBzffXVCD3/2jkKBvc2anC5w602OGheiy0tI6RdG79UKOiXOzlT2Qe4j7Z06jdGtRW75akpU+WeLcrs3PegznOiMaP/aJ/mwK056jLN1g83FWnq0Vzl5mnHuS1GJHSzNU0rddisctgtcjuscjnsSnBZ5XbYIlVudqusFoPQDQAAAMcFKtAAHBfq6ur0xz/+UaZp6oc//KHS0tJa3a+2tlbPPvusqqurlZOToxtuuEFu9+Fbn+xAGhsb9eqrr2rr1q0aPHiwLrjokr3TQKNrrQUUDLWcNhcK+rX6kxcl09Rp51yhlNR0maYpbyCkhsaAwkfgt3Fp4Trt2bRMMgz1Hn6WkjM7tbqfz1OrzcveVdDvVWJqtnqNPFtW66F3I62vC2vP1kI1VKyTYZZLkmrqcrXg48tUWJCuqooD/3+cwUPW6duXv6xw2KKV665RYmp6NFzLzgsqKzsoazv/d1DpjnXas3mZrHanBo67WDaH61BuD9obtDXnXKYiodvhYrEYsu0TujntVrnsVrmc1sjUUqdNLkekyo2ppQAAAN8MVKAB+MZKTk5Wjx49tH37dq1Zs0ann356i308Ho/++c9/qrq6Wunp6br22muPangmSW63W2effba2bt2qtWvXauLEiZFOoml7x2Gaprz+UDRMa15rrWDbDsk05UxIldd0yVvdGD3GYkgpCZHpbnabVYZhKtA0ndTrDx90uJbddaAa66pUVbRVBas/Vb9Tz5czITlmH7+3QVu+mq+g3ytXUrp6Dj/rsIRnkpSUbFG/4T1kmt1VV7FHO9YuVGpyib592bPqecpk2V05KiuxRqrYiuwx00NLi2zy1Pt17rR5kqSFC8drwYKWTRcsFlMZWaFIqJYfOz00Jy+orNygnE6z6XkMUGXRFnnrq1W0dYW6Dhx3WO7zm6z5W7OjoVl0aukBjg2HTfnDZqTKs2UhZKvntVoN2SyRwM1ut8hps8rttMrltCnBYZPLGWmeEFnrjamlAAAAODAq0AAcN7766iu99dZbys3N1e233x7zntfr1fPPP6+ioiIlJyfrpptuarNK7Wh45ZVXtHbtWvXv319XXXVVu4557bXXtHr1ap0ycowGjxivusa94VqojYTMYjGU7LYryR1ZvN1qsSgUCkUq3hoD8voPvEB8OBTSluXvyVNbLldimvqOmS6rLRKQBfyN2rLsPfk8tXImpKjP6GmyO45cKOnz1Gn7qo/kbaiWYbGo68Bxysjv3eb+BWsWqbp4i2RJVZXvSpWWuKLhWllJ5CMYOHD4kZYRmR6anRdUz5471LfbK5KkpLwLld8jQ4lJx/2/CnEEWQzJarVEO5Y67Fa57Ba5HTa5XZE13Zx2m5x2C1NLAQAAjgNUoAH4Rhs4cKDeeecdlZSUqKysTNnZ2ZKkQCCgF154QUVFRUpISNCMGTOOaXgmSZMnT9a6deu0ceNG7d69W507x++oGQ6HtXnzZknSiGGD1b1LWvQ90zTl8QX3mQraNB20MaBw2FRNg181Df6Y81kthpIT7MpOcyjJbZfDFlkDrrbBr6p6r+obgwo2NTOwWK3qMWyyNn35jrwN1Spc+7l6DJukUDCgbV99IJ+nVnZXonqPPOeIhmdSZG22vmOma8eaz1RbvkuFaz+Xt75a+X1GyDBi17GrqyyKhGeS+ow8TUlpXknemH3CYam60hpZf61pLbZouFYcee1ttKi60qbqSps2r5cWfTRYF1+8RSNGrNTmFUv1kztulTvBjJkW2rwWW05+5M8paQdudIATV9iUwsGwAu2scpMiP4M2q0U2q9HUPMEiZ3PHUodVzn2mlTaHbgAAADhxEaABOG643W716dNHmzZt0urVq3XmmWcqFArppZdeUmFhoZxOp6699lplZWUd66EqKytLw4YN06pVq7RgwQJdd911cfffuXOnvF6v3G63unaNbSBgGIYSXXYluuzKy0iIbjdNUw3e4H5TQf2qb4xUrFXX+1VdHxus2ayGkhMc6pyVqOQEhxJdNlkthhoaA0p1TtMXH72pmrJCFW1doYaqEjXWV8nmcKn3iHPkcCUevgcUh9VmV89Tpqh460qVFKxW6Y618tZXq/vQibLaHJKkUCignesXS5KyuvRXUlpuq+eyWKSMrJAyskLqP6T1Rgd1tZYW3UMry8fL59ug/PxijRmzVEuWjFXDFqsKtjhbvY7TFY5UsOU2hWr7hWzpmSEdpj4WOEFEGiiE5AtIDd7gAfc3jEjoZrfunVbqdOztWOp22ORomlba/JkqNwAAgOPHQQVoTzzxhB577DEVFRVp8ODB+tOf/qSJEye2uu9rr72mJ598UitXrpTP59PgwYP1i1/8QtOmTTukgQM4OQ0ZMkSbNm3SmjVrNHnyZL322mvasmWLbDabrr76auXn5x/rIUZNmjRJq1ev1rZt21RQUKAePXq0ue/GjRslSX379m13x1DDMJTUNH0zP3Pv9rBpqqExENO0oM7jV703oGDIVFWdT1V1sWGS3WZRcmq2hp86SSu++EilBWskSU6nU5OmXaKAJUn13qCCwXBHGjYeNMMwlN9nhFxJaSpct0i1Fbu16ct56jV8ipwJKSreulL+xnrZnQnK7zPyEK4jpaSGlZLqV+/+sWFj+a7h2rXhC51/wYf6zm3pKq9IiZ0e2lTBVlVhk89r0a4dDu3a4Wj1Ojabqcyc/SrY8pte5waVmROU/fAsK4cTlGlKwZCpYCikRn9IUuCAx1gMRZsn2G1WuRwWuRy2pg+LXPam0K2p0s1mZWopAADAkdLhAO3FF1/UXXfdpSeeeEITJkzQU089penTp2vdunXq1q1bi/0//fRTnXPOOfrNb36jtLQ0Pfvss7rwwgu1ZMkSjRgx4rDcBICTR//+/WW321VVVaV//etf2r59uywWi6688spWf8ccS+np6RoxYoSWL1+ujz76SDfccEObf3ndtGmTJKlfv36HfF2LEakyS05wSNpbNRYOm6r3BlTX0BSqNUamgtY3BhQIhlVZ65OSuiqr6wCV79wgi9Wm3iPOUsiWotQEu7rmJCs5wa6UBIcMSaU1jdpT3qDqer+8gaDCB15urcPS83rKmZCi7as+ks9To01fzlVuz6EqK9wgSeo68LToem2HW2bnPqrcs0We2nLJt1ijx53R6n4Bv1ReGgnWmivYmsO10mKbKspsCgYNleyxq2RP62M1jL2NDqLh2n7NDpwu1mFDrLAp+YPhSAMFHbjKTYpUoTaHbg6bVS6HVW5H5LOzqcrN2VzlZrfISukkAABAu3S4icDYsWM1cuRIPfnkk9FtAwcO1CWXXKKZM2e26xyDBw/WlVdeqQcffLBd+9NEAPhmefXVV7VmTaRCyjAMXX755Ro0aNAxHlXramtr9Ze//EWhUEjXXHON+vTp02Kf8vJyPf7447JYLPrJT34ip7P1aYJHSigcVn1TxVqtx6+aep+2bV4nqztd7qT0Vo9x2q3RMC05wa7kBIdSEuyyWS2q9/i1q6xBpdWNavAGFAgdevAT8DVq+9cfyVNTHt2WntdT3Ye0Xt18uHhqK7Tpy7mSTPUeeY6SMzpe4RgKSpXl1v3CNbtKi20qK7aqvMQmv//AIUVKWqjFGmz7BmxJyUcgwQQUqVC1Ww05mqaVOu1WJThtcjqsMdNKnbZI6EaVGwAAONaO+yYCfr9fy5cv109/+tOY7VOnTtWiRYvadY5wOKy6ujplZGS0uY/P55PPt3f6UW1tbUeGCeAEN2TIkGiAdtFFFx234ZkkpaSkaMyYMfriiy/00UcfqXfv3i3+ctlcfdajR4+jHp5JktViUWqiU6mJe689bnC+gqFIsFbb3LSg6bPHF5QvEJKvJqTymthF+10OazRM65GfEgnX3A7ZbRb5AyGVVTdqV1m9qhv88gdCaqO5aAt2p1t9Rk7Tzg1fqKpoq2x2lzr3G3M4H0OrElIyldWln8p3bdSuDUvU/7QLZbFYO3QOq03KzgspOy8kndL6Omw1VZamQC0SrjVXsDVPFfU0WFRbbVVttVVbNrT+PZKQGG4ZruUGlZMfUE5eUKnpNDr4Jmn+Uh+OusVAMKxAUPL4QlJDO67dNLXUabc0NVBoXstt38YJlqbAjamlAADg5NChAK28vFyhUEi5ubGLOefm5qq4uLhd5/j973+vhoYGXXHFFW3uM3PmTD300EMdGRqAk0i/fv00adIkZWdna/Dgwcd6OAd0+umna/ny5dqzZ482btyoAQMGxLx/OKdvHk42q0VpSU6lJcUGNsFQuEVH0FqPX15/qOmjUWXVjTHHuJ1NwZrbofysRPXrmq7kpoq1cNhUVZ1Xe8obVF7rk8cXiHYI3ZfFalW3QeOVkd9LTneybA7XEb3/Znm9R6i6dId8nlrVlBYqPa/nYT2/YUhpGWGlZfjVb5C/1X3q6/YGbPuHa6XFNtVWW+VpsGjHVod2bG19HTaHI6ys3KCy8yKVbDl5gb0VbLlBZWSFZKV10Emjo8GZITWFWKZMRYLdg7622Ry6hVXf2L6ppVaLZLdGKtlcjkh1m7up2s1h31vp5mz6bLUytRQAABxfDuo/pff/v4imabbr/yy+8MIL+sUvfqE33nhDOTk5be53//3365577om+rq2tbdG1DsDJyzAMTZ48+VgPo90SExM1duxYLVy4UB999JH69+8f/Z3o8XhUWFgoKbK+24nAZrUoPdmp9OTYYC0QDO0TrO1tYOALhNToC6nR16jSqthgLcFpi04DTUt2qWtuspLddlmtFpmmqfrGgIorPSqtblSdxy9/IHxQ0ygPhc3uUJcBp0mSUrOPzb9rkpLDSkr2q1ff1gM2b6MRDdSau4nu2+ygstwqv9+iPTsd2rOz9WtYrKYys5s6h+47PTR3bzWbvfVsDieBSGjWsdTMYpEM7f3vO9M0ZZoHV/UWCkemk3sDYdV6DtxAQZJsFkO2plAtupab0y7nPlVukeAt8mcLVW4AAOAI6lCAlpWVJavV2qLarLS0tEVV2v5efPFF3XzzzXr55Zd19tlnx93X6XQek2lOAHCwxo8fr6VLl6q0tFRr1qzR0KFDJUlbtmyRaZrKyclRWlrasR3kIbLbrMpIsSojJbYyzB/YJ1hrbGpi0BgJwzy+oDy+oIqrYs+V6LJFp4ImJzg0tGemEt12WS2RvwB7/SGVVnlUWuVRdYNfjf6Qwu2dD3oQ0nKOrwYV+3O5TXXtEVDXHq0HD4GAVFFq22eaaGwFW3mJTaGQobJiu8qK7VrbxnXSM1t2Et03ZHMn0OjgmyTSOKT9X3OLJdLkxJARKXkzTYXNSPB2MD++wbCpYFPla007p5ZaLYbstsj0UZfDKrfTFm2g4NynY6nTbpHNynpuAACg/ToUoDkcDo0aNUrz58/Xt771rej2+fPn6+KLL27zuBdeeEE33XSTXnjhBZ1//vkHP1oAOE653W6NHz9eH330kT7++GMNHjxYFovluJ2+eTg57FZlplqVmRobrPkCoWiVWl3TdNBaT6QjaIM3qAZvUMWVe/c3JCW67fs0L3CoX7d0JbnssjQFa8FgWOU1jSqp8qiq3i/PYWpicKKz26W8zkHldW59Ol0oJFVVWFuEa/t2E/X7LKqqsKmqwqaNbSRsySmhaFODfSvYmoO2pGTWYfsmC4elcKTWrV37G1JTiKXo941pSuGmSrfmz+1lmlIwZCoYilTFtns9t6bQrbmJgssRCd0SXDa59ptiamNqKQAA31gdnsJ5zz336LrrrtPo0aM1btw4/e1vf1NhYaFuv/12SZHpl7t379bzzz8vKRKezZgxQ3/+85912mmnRavX3G63UlNTD+OtAMCxNXbsWC1ZskSVlZVatWqVhg0bpi1btkg6caZvHk5Ou1XOVLeyUt3RbaZpyhcI7ROqNU8F9SsYikzprG8MqKjCEz3GMKQkd2xH0N6d05ToskWrR8LhsKrq/Sqt8qii1qv6xqD8wdAhrfN0MrFapayckLJyQho4rPVGB7XVFpWV2Fqsxdb8uqHeqrrayMe2Ta1Xibvc4Wi4FvO5qYItLSMkC/kDmpiSAqGOdZe1WQ1ZLZGmBIb2Tk0Nm1I4bB5U6BYImQqEQu1uomAxJKvVkN26z7ptDotc9kgjhebgzemITC9t/h8AAADgxNbhAO3KK69URUWFHn74YRUVFWnIkCGaO3euunfvLkkqKiqKrvcjSU899ZSCwaC+//3v6/vf/350+/XXX6/nnnvu0O8AAI4TTqdTEyZM0Pz58/XJJ58oKSlJPp9PiYmJ6ty587Ee3nHBMIym6g6bctJigzWvP7ZirflzKGw2BW2x0xcthqGkBHt0Gmiy265uOcka0C09GqxF1lnzq7S6UeXVXtV6AvL6gwc1nexkZhhSanpYqel+9RnQ+jpsngYjdoroPp/LSmyqrrTJ22hR4XaHCre3vpia3RFWVk6o9TXY8oLKyg7S6ABxRSrMOjCt1JDsNosslsjU0uY2CmHTVCh8cKFb2JTCQVOBYFCelnl0m+OwWi2yWY3Imm225oYKkY8Ep00JLrvczkjoxtRSAACOP4bZ0RVlj4Ha2lqlpqaqpqZGKSkpx3o4ANCmQCCgv/zlL6qvr1dycrLq6uo0YsQIXXTRRcd6aCck0zTV6AvGVKzVevyqbwwo1EYKZrUYLSrWUhLscjttMX8p9fiCKq9pVHl1o6rq/fL6ggqSrB00n89QeZwKtspyq8Lh+KGAxWIqMzvUariWkxdUVm5QTidfIxw5hiKBm9ViyGo1IluaK9xMU6GwGQndwuZBNVPoCIshWSyR0M1utUTWdmuaTupuWt/N7bQq0WWX02GVlfJOAMA3yLHIiQjQAOAwW7p0qebOnRt9feWVV2rAgAHHcEQnH9M05fEG92tcEFC9J6BwG/9as1qMmMYFzZ9djthqD38gpPJarypqvKqs86rBG1Qg2LFpZmgpGJQqytquYCsrsSkYOHDVTVrG3imhOfktQ7aExOP+P2twkrFZDdmaqssMRSptm9dwC4XCCplSKBQ+KpWvhiFZjUj4Z7NaZLc2dSq1W+SyW+Vy2iLVbk6bnA6r7DZrtHkLAAAnkmOREzFRAgAOs5EjR+rzzz9XTU2NrFarevXqdayHdNIxDEOJbrsS3Xbl77M9vG+w1krFWnW9T9X1sXOubFbLPo0LIqFaRrJT+RkJMcFaMBRWVb0vUrFW51OdJyAf66y1m80m5eYHlZvfeqODcFiqrrS2WcFWVhKZIlpdGZkuunl969dJTAq16B6671psKWk0OsChaV57rVlz44L2shiSzWaV3WpEupZaIsFb2IxUtgVDYQXDpkIH0SDFNKWgaSoYNuULtD/4tzSFbs1dTO3WSLWb02GV0x6ZYup2NjdTsEar9JhqCgD4JqECDQCOgK+//lqvv/66Bg8erMsvv/xYD+cbLxw2Ve8NRJsWNK+x1tAYaHMalt1m2bu+2j4Va067NWa/UNhUrcenimqvKut8qvH45fWF2qyEw8ExTamu1rI3XCuxqbRonwq2Ypvqaq0HPI/TFVZ2bmwn0X1fp2eGZD3waYADMqL/iDiUXwl2qyGbzSKrYZHFsrfKzVSkyi0YCisYMo/6+o5WSyR0szVNMW1e283psMrtsMnlsDQFbpEquOZOpgRvAIBDxRTONhCgATgR7dmzR5mZmXI6W+9YiGMvFDbV0Bhoqljb27ygwRto8xiH3aIUt0PJiZHGBc2Va479grWwGTl3Ra1XlbVeVTf41egLdmgBdHRMo8dotXKteVtVxYEL7202U5k5+wRsuU1TRZv+nJkTlN1+FG4G3ziR6Z97Xx9KGGa1RKprbZamBgpGc+jWVOUWNhUIhtTBJqiHTXPwZrc1BW/2SKWbq6nizWGzREK3fd632yyyELwBAJoQoLWBAA0AcDSFwmHVewKxzQsa/fJ4W59+KElOu3WfirXmYM0huy12Ye/mxghVdT6V13pVU+9XvTfAOmtHgd9nqLzUGq1gKytuqmJran5QUWZTOBT/L+iGYSojq2Un0eZpo9m5QTldx/1/WuEE1xy2GdEyt0hTg/Ah/BqxWyPVYVZrZEqnjH0aKDRNLQ2Ewsd02rrFYkSbKjSHbk57c3WbNVoFF/nc9NpuocECAJyECNDaQIAGADgeBEPhSKVa49711eo8fjX62l7/yOWw7tcRNPJnm7VlsOb1h1Tr8am8xqea+qZ11gKhI97tDxGhoFRZblVpsT2mgi3yZ6vKS2zy+w/8F/HUtFDs2mv7rMGWnRdUUjJhKY6u5jxsbwWXIVOmwqGD7yZqtRqyNXUJtRhGtHrONCPVvaGm0K2tjslHU2TduUio1jzN1LFPZZvDtl8A1/Q+67wBwPGLAK0NBGgAgONZIBiOhmrN00DrPH55/W0Ha26nrUXFWpK7ZbAmRTqD1nr8qqj1qrrOp1pPQF5/8Kivd/RNZ5pSTZVlny6i9r3dRJvWZGv0HDhgS0gM7zM9NNCi2UFqOo0OcGxFwrbItM9INVok5A+HTB3sLHSLoaYKN0NWi2Xv93hzx9LmBgrH0TR3w9DeTqatVLY1TzONmXJqjzRhIHgDgCOLAK0NzQ9mz549BGgAgBNGIBiKqVir8wRU3xipKmuL22VTisuupES7kl2RcC0pwd7qFKRAMKz6xoCq6vcGa42+4HFR8fFNZJpSQ71FZaU2lZdEKtbKmj7KS2wqL7WprubAHQrs9rAyc/4/e/8dJ1ld54v/r5MqdHXOPYGZIYMDQzIAsgRXgqCronJ1L6BX/YKIPpTVVVZ3Eda7o64Plt+KoF4FdHUfIiosLiyIoogySpAkM+QZZhg6h8rhhM/vjxPqnErdFTrNvJ6Px0x1V1c4Haq769Xv4IRqg3bQ1j9koH/IxMCggZ5+LjqglUWW4Mxac+atwd5UapkWmulOVxV7QYF32875lhD2xlFngcJKfDbjznfTVAUhRYamSsXXnZDNDeP8wZwsM3gjIlqIRCKBNWvWMEAr5QZoREREREREREREAJY0QONETSIiIiIiIiIiohrm3+e+grCFk4iI9jdCCOR1E4mMjlS2gFSmgETGQCpbqDorSJKAWFRDZ9Ru/+yI2htBYxG14lweIQTSOQOpTAFz6TzmUgWkczpyeS4wWGlME4jPKs6CAwVTE06b6JjqvawvYNFBe6eJ/kB7qNMuOmyif8hAezvnsNHqJUsSFNnfVuo2lQKmac9aa7TTXXE2gcqy7M2HA+zvo8ISMJxZbiu/x8cmAfbcNlVx2kplX1ups1BBkb0lDP5Np5zzRkTLyW3hXEqrqoWTSwSIiIhsxa2d/uUF9svVZqDJsoSOqFa2EbQtXD1YyxZMJDMFxNMFzCbzztZRLjBYqYQAEnP+RQfFgG1iVMXEuIpMav4BapGo5W0QHRiylxsMjhQ3iXb3mqgwlo9oVZIlQFFkJ3hzN4oKCCHZG0VNC0aD3/QkZ3mCKktOoAcAkr2UwVueIGCtwm+q/jCtdJ6bu1AhGLrZ53POGxG1ApcIVMEAjYiIaGGEEMjmDW8TqHuaylYP1hRZ8kK1jqjmBWvRGsFaXrcXJCQyxWAtneMCg9UgnZK8cM3dJDrpbhIdUxGfXcCig5CFgUHT2x46MGxgcMgJ2YYN9PUbUFZVnwPRwkkSoMrONlFZ8jaWCmEHYaYloDdRhabKEhRFhiLDq6ATzuIE0xIwraXfVurkfi2prFNkCaEq4Zq94bR4vv8ySoUt1US0/2KAVgUDNCIioua4bZpJf8VaVkcqU6haTaYqktP+6Vas2aeRkFK1daegm0hm7dufSxUQT+eRzhrQzSZW8dGSyuclTI07FWsl4drkmIqZKQWWVbuCRFYE+vrNQLjmvTysY2DIRCi84n8FJWoJCYCi2KGYKtvbRCVJggCctk+7ws1sMBSTnSo3RZHstlJIkCBgAXag57StLuUjzn4ffe+nEwA2Q5alsoq3ste1YhjnBnOqIrHdlGgfxACtCgZoREREi8MSAums7oVeibSOZNauWKv2G4KqyF6Y1tFWrFgLa9WDNd2wkMrat51IFzCXyiOVNZDXzUV872gxGAYwPVHSHuprGZ2aUGHo8z9Z7e4ttoQOjpSGbAbaYiv+V1SiRaMqkh2Kua2fkCBgV7hZFmBaFgpG43+YUJ1AT5Ekb96hEHbQZVrNzYlrlCzZ8+vcnyMCxaq7Zrhz3ipVvHlz3qoEcwzeiFYuBmhVMEAjIiJaWpYlkMrpZfPV0lm9ahWDpspemOavWAtr1VsCTdPy7ieRLmAuXUAyU0CuwGBttbIsYG5GKVavee2ixWq2XHYBiw46zIrtoe5Mto4uLjogcrnLDRSn/dOuc7MDKMutcjMtNFoMLMtOlZskQXKq6AD7jzCWM8dtOVr43YBR9n0z8M+Xa/aZrqa4s9xK2kxLK+BK2k45541o8TFAq4IBGhER0cpgWsKuJMsUAjPW0jmj6nXCmuxUq4UClWshtXqw5gZ4Kef259J2iJfNG6tmux1VJgSQjMsVK9gmndbRVHJhiw763QUHw75qNqeijYsOiKqTJfuPHqoiexVukuSETxZgCguGYUFvsK1UglPlJsuQZHgB13LOcQPstlI7bJS9FlPJOS7LN8Ou2TBQcdtNq1S3hVSlYjCnyGw3JVooBmhVMEAjIiJa2UzTKraBZnRv1lomXytYU9AZ09ARDQUq1zS1euohhEAmZ3j3FU/bLaHpnAFr5f9KQwuUzUiBtlB/NdvkuIrZ6fk3FKiaQP9gpRls9r++QQMqFx0QLYgkASFnnpi/4ktAQFh2KGZYdujWaPakyJL3zx8iWb620uX4Nl+s7pO9La12Sy28tlr3+JoNBWVJ8ma5ueHaQtpOOeeN9kcM0KpggEZERLQ6GabltYEmMzoS2QKS6QKyNVo0oyHFq1Kzq9bsl9UaG9iEEMgVTPt+snY7aDxde/sorV6FvISpCSUQsvmXHUxPqrDMeRYdyAI9/WYwXCsJ2sIRfu0QNSrkVLi5bZZOV2mxxdJZbtBwlZtU3FgqubPc3Eoy5/aX6/u/pkhQ3fdf8r3/8B2jJWBYwqn0ay4clGBXFGqq4ixSqNx2aodvxWo4TZUD7a9EqwkDtCoYoBEREe1bdMNCMlvwZp+5L9eafdYWVsvmq3VENSjzBGsFvXhfbtVaMqtDb2IAN61spgFMT1UO1ybHFEyOq9AL8/d3dnUX57ANOHPY/O2i7R38GiJqFbelVHUXJ/gCJ9MJnHTDgm40vlHUnhEnOcsT3LZSAUtg2dpKATsAczeIqooEVZaLHwO7t9ZrM3Wr3dyPRbMhoar4Z7lVXrZQOudNUxUonPNGy4wBWhUM0IiIiPYPBcP0LS4ozlrL69WDilhELdkIGkJ7VJv3l/uCYdoz1rwNpPZ9cjPovs+ygPisUgzYxsvbRbOZ+QO2tpiFwWG9cgXbiIGubi46IFosqiJBU2R7m2ig7dNpKxXFoKnRkEmW4N2+/SNFKratiuVrKwXs999fSea1v8oSZJRvMvWHbgXDbDosVGSpQmVblWULvmCOc96oVRigVcEAjYiIaP+W181iG2imWE1WqFJFJgGIRTVfqGZXrLVHtHm3oxmm5VuUYN+fvcCAwdr+QgggnZQx4QZro/4KNvs0GZ9/0UEobHnVau720MGRYgVbb78JZf6bIaIWcJcHuPPMvAovp7rLFAKmM8es2s+WhXC3ocr2lgIEt6HalXTLJeRUkoU02d4wqrrhoL3sIbhdFWWhm33aXOWtvcCivJ200pw3TSnOg1OdVl0iFwO0KhigERERUSkhBPK65VSrFQKz1nSzSrAmAe1Rd3FBcSNoLKrNOwfGtCyksgZSvjlriUwBGW4G3S9lMxKmxksq2EZVL3SbnVYgRO2vKUUpLjoYKN0mOmKgf9CApi3RO0REAW7Q4wVisgz37y/FdkoLhiFQMMzGlydIdlupuw0Vkq9ds8k5br4u2Mau7yyPCDuhmx12SU7wVtxkCuFWuwkvgNR1O3Qr+AK4Zn9WVtpoGlyoULntlHPe9k0M0KpggEZEREQLFVgo4K9YyxaqtqzIEtAeDZXNWItF1Hn/4m1ZAumc2wqqI+UEeqms3vATKlr99AIwNelUr40FK9gmx1RMTagw51l0IEkCPX1m1U2iA8MGIlF+kRGtBO4gf1UtznGTS7aJWpaAbgoYhtn48gTAnuPmC/Tc2zctO3RrJjAD0FTQpchSIHALaQrCTsWbqtqVfzLs6j8B+2e2W9mmu4FbSfjW/Jw3qbzSTSsP40Kq4mtFtUNCWrkYoFXBAI2IiIiaJYRA1gnWEs4iATdkq/bLuSxL6IiWLC5o09AWnj9YE0Igkze8yrhUthjmcTMomSYwOx2cw1YathXy8z956+gyvfbQSgFbewfnsBGtVG4bpaoUAzfJ1/ZpB2L2ls6C0fi8NXc+mjvCQAJgeVVuVsN/7JGKy1WbCt00VbZDN7fF1Dl1gzh7qQKcCj14CyUKvtZSt8qtoFve24wq1egLVZzzVn2hQqVqOM55WxoM0KpggEZERESLxR90JZylBUlnuUC1WTWKLPmq1YqVa9GQsqBgLVcwvQAvldGRcLaEcjMouYQAEnNyYO5a6bKDTGr+AWqRqFU2e23Qt1W0u9dkwEa0RJptqVRkyZsHpijFwM2J3GBagGVZ0A0B3Wx8UYAkoRha+avoLKfKrcHEzV0qCjQXurmtpSFNRtipcitWvDlhnKZAU4pVgKZb6ab7Kt1KZrsV9NbMeXOPr1plW7VqOI1z3urCAK0KBmhERES01IQQSOeMko2gOlLZQtW/1quKZFepRYPLCyILCNaA4LKEZNZtB+VmUKosnZJKKti0QAVbfHb+gE0LWRgYNL3qtdIKtr5+A4q6BO8MEQVI3n+NB02yE+SobpWb5C43cAIsJwwzTAHDNGtuvJ6PKkuQFXuOm/vjzm1bbWbjp+ymbsL+udxU+OhUiFVqMXXDt5CmIKTIkGTJW6Jgt5WaTsVbhQBOL57fbIF5xYUKFdpOS8O4+RYk7YsYoFXBAI2IiIhWCksIpJ15Z164lrVbNKv9VqUpshemFTeDhhDWFvbXZt0wfTPW7PvjZlCaTz4nBarWAqfjKmanFFhW7a8/WRHo63fmsA3rxQo257R/0EQovOKfThDt84pBk93+2cijUgKgufPKFDnQ9gnYAZblzFnTLbtiq9EuSVkCFEV2qujc23e3lTberipLxao5IURTgZZXQaYpTqVb5RZTe9GC/fGyBMraSb3XK1S9ucFcK+a8aSXBWuVNp77XtdU9540BWhUM0IiIiGilsyyBVE4vW16QyupVrxNS5ZJQTXOCtfkrhwDAMC2k3DAvW6yQS2eNhv9KT/sPwwCmJ6pvEp0aV2EY8we8PX0l7aElp9E2fjUSrSSShLIFB42mAppabD90Aze3es4NxOzlCcUwqdFwz7+tVJKK21CtZtpKW/ixKG8tdQM3X2upO+fNeVlV7ADLtESwsk037Y+ZHpz1VrpsodrW8YUqnfNWue20fNOpqiz/nDcGaFUwQCMiIqLVyrSEE3IVihtBMwWkc0bV64Q1pWwjaGebBk1dWLBmWk6VXDbYepqsUSVHVMqygLkZJbA9dMJXxTY5riKXnb96ob2j2CI66MxeG3DnsA0b6OjiogOilcweil9cGGBZjVd2uZVSmjPHTfFtKxUQsCw7xPLaJ/XG2yJlWYIiSd4sNyGKVXRGE3PcZLmkaq6J0M2da+fOcSuf6VbSYqoqZVWBpQsV3DlvxfMrt5028+uAHRaWhmvFyraK5zuvtyp4Y4BWBQM0IiIi2te41WP+UC2Z0ZHJVw/WIiEl0ALa0aahIxqCpi6sBcMSAhlnrlswXONmUKqfEEAyIVduEXVOU8n5Q99wxAqGayXVbD19JlZxlxHRfkWWAFmW4WY8buDW6M8Y2QmYNNXexukuT3DTPK+t1LKgm8Kp3Gq8Gs0N9IJtoPbxN9xWKkvwjyhzN6w2SlVkO1Tzt5OWtJi6ixRCWuXlBELYs+ncYM0L2fQKbabuZfRWz3krD9oqt53a55fOeWOAVgUDNCIiItpfGKZVthE0kSkgV6g+7ywaUtARC6EzGgrMWnNbQ+YjhEA2b3hz1vwBWzPDn4myGakYqvnaQ90Kttnp+TcUqKpA/1Cxgs2/7GBgyED/kAGViw6IViVVqRJYmY0tDPBvwFQVCYosexV09u07gZ6wYLiBm2HfZyPcttViG6hdnWc6rauNsEPIko9JE1V/EhCoaKvWYurOcgtpivMxK68UE06YWB6u+QO38oq3gt78nDd7EUQxXCvk0jjj9YcwQCvFAI2IiIj2d7phlcxXm39DZ1tYLWsF7YhqUOoI1nIF09sImvTNWys0sa2NyFXIS5gcVyosO7A3ik5PLmDRgSzQ02+WhWtuBdvAkIFwZMU/5SGieSiyVJyz5gZiFmAKuwLNavDHkr8iyh+42W2fdrhmmYBhucGQ3WLaiGCVm32eJZqr0nNvU5Ikr8222dDNrfwrndsW9rWblraYzrcJ1LJESWVb+RbTiosWjMof60w6iQ+ctYUBWikGaERERESVFXTTqxZLeK2gBeRrBFyxiFq2EbQ9qkGZ55dfv7xuehtB/UsMalXKEdXLNIDpqSoVbGMqJicU6IX5A+GubjPQFuqvYBsYNtDewUCYaF8iwW51VJTSsMqes2aYjVdEqYrkq3Jzlie4W1DhX2xgwTAs5J1h/83MSfO3gbpz1xqt0vPfptcN66uaa/Q2VUXyKtoW0mK60Hlo/jlv/nBtenYOxxy2ngFaKQZoRERERPXJ62ZJqGafFqr8JVcCEItqZTPW2iPavH9V9tMNC8lswQnXiu2gmRpLE4gaZVlAfFbBxKjdEupfcOC+nM3MH7C1xSwMDuuBZQcDw8WFB13dXHRAtC9TZKk8cHODKssOqxrdeCnLEsLuHDdnlpt/+6cQAhYA07QCmzcbnhsnSVCcxQnFbaWAZVkNV6QFQzz7g9Ns5RyAYOtojRbTSq2lnIFWBQM0IiIiouYJIZxgLbi8IJHRq7ajSBLQHnVDtWIbaCyq+Wa+zM8wreBmUKcdNJ3Vm9oERlSLEEAqGVx04IZrbuiWjM+/6CAUtrytoaUVbIMj9qIDZWFLcololZMkQFPkQODmcivD3C2izcxxcxcAKP4qN8DbJmo4wV7BMKGbVsOjFdzNoorsX85QDA8bIUuAIsveBlT3uN2PT6Mz52RJ8oI1PZfGWScexgCtFAM0IiIiosXjzTorqVhLZApVf3mWJQntbRo6o1qgHbQtota1ot6yBFI53a5Y8y0vSGX1pjd9ES1ENiNhyg3VfO2hbrvo7LQCIWp/TSuKQP9glRlswwb6Bw1o2hK9Q0S0oqiKVAzc3FllUnBDqeG0Jjb6c89tlfQvT7DbSgEIyW4rFRZME9CdwC2vWw0vOiid4+bOXWt4+QMARZG82y3epl05Z1TYgsoZaFUwQCMiIiJaet52Tl/FWsIJt6oFa4osoT0aXFzQ2aYhGq4zWBMCmZwRqFZLOXPWmt3kRVQPvQBMTfqCtZKgbWpChWnW/tqWJIGePrPiggP35UiUX9dE+zu7+kz25qvJkuSNUfA2iFoWdFNAN8yGN2WrioywJkNTFWhu4Ca7Y9ykwDZUw7RQMIoLABp9v1q96CCfTeGCtx7NAK0UAzQiIiKilUMIgUwgWHPbQfWqbRmKLJXNV+tsCyESUuoK1rxQz90I6gR6yYze8HwaomaYJjA7XWEOmy9oKyxg0UFHl+mFaf4FB27gFuvgHDYiClIVydkiqtiBmzv7DMWFCZZlOS2e9gbRRiiy5C0AcKvcZClYLeYuT7ADN7uFNa+bTSxPgFPl5i5nKN4HwAq0qhigEREREa18Qgikc0ZJqGZXkFX7jVNVpEC1mvtyWKs/WHPnu3ltoM7LeZ2bQWn5CAHE52Rvk6i/PdQO2TRk0vMHbNE2q2z2mr+CrbvXZMBGRFV5s9V8Cw3sEKy8XdJwtl4W9MbaSmUJvsBNcdpKi22fQtj3aS9ocLZrOiHfQqvqGKBVwQCNiIiIaPWyLIF0Tg9UrCXmWSCgqXKwYs1ZZBAO1T+pvaCbxeUFGd2pWCsgW2CwRiuDu+igWgVbfG7+r3stZDlVa2aFCjYdvf0mFHUJ3hki2ieoiuQtMwipij2jTHIWDcAOwUynpbSgm9AN+w9ZjY5ZcLdvFreVSpBkCbLT9Fk6M242Hsc7/upIBmilGKARERER7XssSyCVLd8Ims7pVa8T0mR0Rn0bQZ2QLaTVH6zphmWHac5sNbtirYB0zmjm3SJquXxOwuR4MFSb8C07mJ1SYFm1y89kRaBvoKQ9dMTA4FBxHpsWWqJ3iIj2KZJk/+ErrCoIawo0TYbqzlWD24IpnHZS4bV3FnSr4fELei6N9/71UQzQSjFAIyIiItp/mJaFVEa3N4Jmi8sLMjWCrbCm+CrWipVrmjp/a1zZ/ZsWUjndm+vmBWzZ6sEe0XIyDGB6wgnV3KBttNgqOjWuwjDm7+/s6QsuOBjwLTwYHDYQbVvxTx2JaBWwZ7cpCGsywpodusmBFk97uYBl2csSCoZAQTeRN+zQDWALZ1UM0IiIiIjIMK2KFWvZfPVgLRJSvFDNrVjriDYWrFmWQCrnVKq520GzOpLpQtVWVKKVwLKAuRnF3iDqzGELtIuOq8hlF7DooNOsGK65M9k6OrnogIhaS5IATZER0uzALRJSEVJlZDMpvOnoTQzQSjFAIyIiIqJqdMPyqsTcOWeJTAG5GjPOomHVt7jArlhrj2pQlfqDNSEEMjmjOGfNOU2kCw0NXyZaakIAybgcrGAraRVNJedvk45ErWC45p/DNmIvOpDrf4gREZVhBVoVDNCIiIiIqF66YfoWFxRPa23lbIuo9oy1mF2p1tmmob1Ng9LAs34hBLIFEykvVHOr5goL3jJGtFJkM1IgVPMvO5gcVzE7Pf+GAlUT6B90QjXfHDZ3m2jfoAGViw6IaAEYoFXBAI2IiIiIWqWgm4GNoMmMjkS24M1VqSQW0SpWrMly/f1qQgjkdQvJTMHbCJrM6kikCygYjQ1TJlpuhbyEqQmlrHJtclzFxKiG6SkFljnPogNZoLffrFrB1j9kIBxe8U9fiWgJMECrggEaERERES22vG56c9WSTriWyOjQq4RaklQarNnhWnuksWANAAqG6cxYs5cXJNIFJLMF5AoM1mh1Mw1geqpKBZuzTdTQ53/cdPWYgXDNDth0bx5brH3FP70lohZggFYFAzQiIiIiWg52tZjpC9WKywsMs3qw1h7VAssLOttCiEVUSA1OWDdMywvVUr7quUy+ejsq0WriLjqotOBgYtR+fSGLDtrazYrtoW7Y1tXNRQdE+wIGaFUwQCMiIiKilUQIgVwhWLHmnppVNgfIkoT2Nl/FWlRDZyyEtnDjwZppWUhlDa8dNJHOI57RkclV30xKtBoJAaSScnl7qO/lxNz8iw5CYatCBVsxZOvpM6HMfzNEtMwYoFXBAI2IiIiIVgMhBLJ5o2x5QSqrVw3WFFkKVKy5p9EmgjXLEkjn9OLygnQeiYyOVE7Hyv/tn6gxuaxUDNjGy9tFZ6cVCFH7MaUoxUUHpeHawLCB/kEDmrZE7xARVbUcARp3nBARERERtYgkSWiLaGiLaBjqbfPOF0IgkzPsUC2rI5kuIJHVkcrYwVo8XUA8XQjcliJLTvunFjiNhJR5gzXZuW5HWwjoK54vhEDGCfjcjaDJtI5krgCLY9ZolYtEBdZv0rF+k17x7XoBmJq0W0L9FWwTo/bL0xMqTFPC+KiG8dHKKZkkCfT0md4m0cERJ1zztYpGokypifZFrEAjIiIiIlomlhBIZ91KsWDFWrXf0lVFDlSqueFaWJs/WKvGa0l1jyNd8CrojCqVc0T7GtMEZqaUQJuov5ptckxFoTD/HLaOLtML08q2iQ4biHVwDhtRs9jCWQUDNCIiIiLan1iWQCqne5Vi7oy1dFZHtV/eNVUObAR1Xw5rzQ10yhdMJLPFcC+etgO+attJifZVQgDxWTmwQXRiXMXEqOaFbJn0/AFbtM2qGq4NDBvo7jUZsBHNgwFaFQzQiIiIiIgA07Ir1vzz1ZKZAtI1lgaENBmd0RA6Ys7iAqdyLdRksKYbprMZtLi8IJUpIK8zWKP9l7vooLQ91A3c4gtYdKCFLAwMmhgYqRSy6ejtN6FwGBPt51ZNgHbDDTfgX//1XzE6OorXve51uO6663DKKadUvfwDDzyAK664As888wzWrFmDv//7v8ell1664PtjgEZEREREVJ1pWvYWzoyvFTRbqLmNM6wpvoo1N1gLQVPnr6CpxXCOxQ748oinC0ikdeR1s6nbJdoX5HOSHa6NFivY/NVsM5PzLzqQFYG+gWK45s5hGxwqzmPTQkv0DhEtk1WxRODWW2/Fpz71Kdxwww04+eST8e1vfxvnnHMOtm/fjgMOOKDs8jt37sTb3vY2fPSjH8UPf/hD/OEPf8Bll12GgYEBnH/++S15J4iIiIiI9meKIqOrPYyu9nDgfMO0nCqxYMVaNm8ir5uYjJuYjOcC14mElJL5avbLqrKwYE1VZHS3h9HdHgbQ7p3vVs8lswUk0gXEUwUksvaxEO0vwhGBdRt0rNtQZdGBDkxPFCvYgq2i9qIDw5AwOaZhcqz6OtCePt/2ULeCbaQYskXbVnwjGtGKU3cF2hvf+EYcd9xxuPHGG73zjjjiCLzzne/E1q1byy7/uc99DnfeeSd27NjhnXfppZfiySefxLZt2xZ0n6xAIyIiIiJqHd2wvFDNna+WzBSQK1QPs6JhtaxirT268GCtGsvZUJrM2MHaXDqPRFpHtmBUXaRAtL+yLGB2OrjowGsXdV7P5xaw6KDTLG4PLa1gGzbQ0clFB7SyrfgKtEKhgMceewyf//znA+efeeaZeOihhypeZ9u2bTjzzDMD55111ln43ve+B13XoWnlqXk+n0c+n/dej8fjAOwgjYiIiIiImqcC6IkCPVEN6NMAtPnmmhWQyhheyFYwTGTSwPRM+e20hVV0tIXQHlXRHrXDtfaoBkWuL1iLaUCsW8FIdxsAezNoJm8g7RzPXLpYPWcxWaP9WLQNOOBA+18pIYBUQsbkuIqpCfvf5Jhiv+ycl04pSCaAZAJ4+XkAkABozj9bOGKhf9AO2PoHDfQPGegfNNE/ZJ/X1WOizoc4UUtl0ikA9s+KpVJXgDY1NQXTNDE0NBQ4f2hoCGNjYxWvMzY2VvHyhmFgamoKIyMjZdfZunUrrr766rLz169fX8/hEhEREREREVGd8jlg7277H9FKNj09ja6uriW5r4Z2d0gltZxCiLLz5rt8pfNdV155Ja644grvdcuyMDMzg76+vpr3Q7RaJRIJrF+/Hnv27GGbMu33+HggsvGxQFTExwORjY8FIls8HscBBxyA3t7eJbvPugK0/v5+KIpSVm02MTFRVmXmGh4ernh5VVXR19dX8TrhcBjhcHAAand3dz2HSrQqdXZ28gchkYOPByIbHwtERXw8ENn4WCCyyUvYS1zXPYVCIRx//PG47777Auffd999OOmkkype58QTTyy7/C9/+UuccMIJFeefERERERERERERrSR1R3VXXHEFvvvd7+Kmm27Cjh078OlPfxq7d+/GpZdeCsBuv7zooou8y1966aV45ZVXcMUVV2DHjh246aab8L3vfQ+f+cxnWvdeEBERERERERERLZK6Z6BdcMEFmJ6exjXXXIPR0VFs3rwZd999NzZs2AAAGB0dxe7dxUmDmzZtwt13341Pf/rT+OY3v4k1a9bg3//933H++ee37r0gWuXC4TCuuuqqstZlov0RHw9ENj4WiIr4eCCy8bFAZFuOx4IklnLnJxERERERERER0SqzdNPWiIiIiIiIiIiIViEGaERERERERERERDUwQCMiIiIiIiIiIqqBARoREREREREREVENDNCIWmTr1q14/etfj46ODgwODuKd73wnnnvuucBlhBD40pe+hDVr1iAajeK0007DM888E7hMPp/HJz7xCfT39yMWi+Ed73gHXn311cBlZmdnceGFF6KrqwtdXV248MILMTc3t9jvItGCtOKxMDMzg0984hM47LDD0NbWhgMOOACf/OQnEY/HA7fDxwKtZK36ueC/7DnnnANJknDHHXcE3sbHAq10rXw8bNu2DWeccQZisRi6u7tx2mmnIZvNem/n44FWslY9FsbGxnDhhRdieHgYsVgMxx13HH76058GLsPHAq10C3k8/PznP8dZZ52F/v5+SJKEJ554oux2luo5NAM0ohZ54IEH8PGPfxx//OMfcd9998EwDJx55plIp9PeZb72ta/h2muvxfXXX49HHnkEw8PDeOtb34pkMuld5lOf+hRuv/12/PjHP8bvf/97pFIpnHfeeTBN07vMBz7wATzxxBO45557cM899+CJJ57AhRdeuKTvL1E1rXgsvPbaa3jttdfw9a9/HU8//TRuueUW3HPPPfjwhz8cuC8+Fmgla9XPBdd1110HSZIq3hcfC7TSterxsG3bNpx99tk488wz8fDDD+ORRx7B5ZdfDlkuPq3h44FWslY9Fi688EI899xzuPPOO/H000/j3e9+Ny644AI8/vjj3mX4WKCVbiGPh3Q6jZNPPhlf+cpXqt7Okj2HFkS0KCYmJgQA8cADDwghhLAsSwwPD4uvfOUr3mVyuZzo6uoS3/rWt4QQQszNzQlN08SPf/xj7zJ79+4VsiyLe+65RwghxPbt2wUA8cc//tG7zLZt2wQA8eyzzy7Fu0ZUl0YeC5X85Cc/EaFQSOi6LoTgY4FWn2YeC0888YRYt26dGB0dFQDE7bff7r2NjwVajRp9PLzxjW8UX/ziF6veLh8PtNo0+liIxWLiBz/4QeC2ent7xXe/+10hBB8LtDqVPh78du7cKQCIxx9/PHD+Uj6HZgUa0SJxW816e3sBADt37sTY2BjOPPNM7zLhcBinnnoqHnroIQDAY489Bl3XA5dZs2YNNm/e7F1m27Zt6Orqwhvf+EbvMm9605vQ1dXlXYZoJWnksVDtdjo7O6GqKgA+Fmj1afSxkMlk8P73vx/XX389hoeHy26XjwVajRp5PExMTOBPf/oTBgcHcdJJJ2FoaAinnnoqfv/733vX4eOBVptGfza8+c1vxq233oqZmRlYloUf//jHyOfzOO200wDwsUCrU+njYSGW8jk0AzSiRSCEwBVXXIE3v/nN2Lx5MwB7TgEADA0NBS47NDTkvW1sbAyhUAg9PT01LzM4OFh2n4ODg95liFaKRh8Lpaanp/HP//zPuOSSS7zz+Fig1aSZx8KnP/1pnHTSSfibv/mbirfNxwKtNo0+Hl5++WUAwJe+9CV89KMfxT333IPjjjsOb3nLW/DCCy94t8PHA60WzfxsuPXWW2EYBvr6+hAOh3HJJZfg9ttvx0EHHeTdDh8LtJpUejwsxFI+h1YXfEkiWrDLL78cTz31VOAvoq7S+TVCiKozbapdptLlF3I7REutFY+FRCKBc889F0ceeSSuuuqqmrdR63aIllOjj4U777wT999/f2CmTSV8LNBq0ujjwbIsAMAll1yCD33oQwCAY489Fr/+9a9x0003YevWrRVvo/R2iFaKZn5P+uIXv4jZ2Vn86le/Qn9/P+644w68973vxYMPPoijjjqq4m1Uuh2ilaLW46ERi/EcmhVoRC32iU98AnfeeSd+85vfYN26dd75bttNacI9MTHh/YVpeHgYhUIBs7OzNS8zPj5edr+Tk5Nlf6kiWk7NPBZcyWQSZ599Ntrb23H77bdD07TA7fCxQKtBM4+F+++/Hy+99BK6u7uhqqrXwnz++ed7bTp8LNBq0szjYWRkBABw5JFHBi5zxBFHYPfu3d7t8PFAq0Ezj4WXXnoJ119/PW666Sa85S1vwZYtW3DVVVfhhBNOwDe/+U3vdvhYoNWi2uNhIZbyOTQDNKIWEULg8ssvx89//nPcf//92LRpU+DtmzZtwvDwMO677z7vvEKhgAceeAAnnXQSAOD444+HpmmBy4yOjuIvf/mLd5kTTzwR8XgcDz/8sHeZP/3pT4jH495liJZTKx4LgF15duaZZyIUCuHOO+9EJBIJ3A4fC7TSteKx8PnPfx5PPfUUnnjiCe8fAPzbv/0bbr75ZgB8LNDq0IrHw8aNG7FmzRo899xzges+//zz2LBhAwA+Hmjla8VjIZPJAEBg+ywAKIriVWrysUCrwXyPh4VY0ufQC143QEQ1fexjHxNdXV3it7/9rRgdHfX+ZTIZ7zJf+cpXRFdXl/j5z38unn76afH+979fjIyMiEQi4V3m0ksvFevWrRO/+tWvxJ///GdxxhlniC1btgjDMLzLnH322eLoo48W27ZtE9u2bRNHHXWUOO+885b0/SWqphWPhUQiId74xjeKo446Srz44ouB2+FjgVaLVv1cKIWSLZxC8LFAK1+rHg//9m//Jjo7O8Vtt90mXnjhBfHFL35RRCIR8eKLL3qX4eOBVrJWPBYKhYI4+OCDxSmnnCL+9Kc/iRdffFF8/etfF5Ikibvuusu7HT4WaKVbyONhenpaPP744+Kuu+4SAMSPf/xj8fjjj4vR0VHvMkv1HJoBGlGLAKj47+abb/YuY1mWuOqqq8Tw8LAIh8Pir/7qr8TTTz8duJ1sNisuv/xy0dvbK6LRqDjvvPPE7t27A5eZnp4Wf/u3fys6OjpER0eH+Nu//VsxOzu7BO8l0fxa8Vj4zW9+U/V2du7c6V2OjwVayVr1c6HS7ZYGaHws0ErXysfD1q1bxbp160RbW5s48cQTxYMPPhh4Ox8PtJK16rHw/PPPi3e/+91icHBQtLW1iaOPPlr84Ac/CFyGjwVa6RbyeLj55psrXuaqq67yLrNUz6El56CJiIiIiIiIiIioAs5AIyIiIiIiIiIiqoEBGhERERERERERUQ0M0IiIiIiIiIiIiGpggEZERERERERERFQDAzQiIiIiIiIiIqIaGKARERERERERERHVwACNiIiIiIiIiIioBgZoRERERERERERENTBAIyIiIiIiIiIiqoEBGhERERERERERUQ0M0IiIiIiIiIiIiGpggEZERERERERERFQDAzQiIiIiIiIiIqIaGKARERERERERERHVwACNiIiIiIiIiIioBgZoRERERERERERENTBAIyIiIiIiIiIiqoEBGhERERERERERUQ0M0IiIiIiIiIiIiGpggEZERERERERERFQDAzQiIiIiIiIiIqIaGKARERERERERERHVwACNiIiIiIiIiIioBgZoRERERERERERENTBAIyIioiVzyy23QJIkRCIRvPLKK2VvP+2007B58+aW3++//Mu/4I477qh6PI8++mjL73Mx7NmzB5dddhkOPfRQRKNR9Pb24qijjsJHP/pR7NmzZ8mP57TTToMkSd6/SCSCI488El/+8pdRKBQW9b63b9+OL33pS9i1a9ei3g8RERERwACNiIiIlkE+n8cXv/jFJbu/agHaavLqq6/iuOOOw3333YcrrrgCd999N2666Sa8//3vxyOPPIKXX355WY7rwAMPxLZt27Bt2zbcdtttOOSQQ/CP//iPuPzyyxf1frdv346rr76aARoREREtCXW5D4CIiIj2P2effTb+8z//E5/5zGewZcuWRbufbDaLaDS6aLe/UJlMBm1tbU3dxv/7f/8PU1NTePjhh7Fp0ybv/He+8534h3/4B1iW1exhNiQajeJNb3qT9/o555yDI488Et///vfx7//+74hEIstyXEREREStxAo0IiIiWnJ///d/j76+Pnzuc5+b97K5XA5XXnklNm3ahFAohLVr1+LjH/845ubmApfbuHEjzjvvPPz85z/Hsccei0gkgquvvhqSJCGdTuP73/++12p42mmnBa6bTCbxsY99DP39/ejr68O73/1uvPbaa2XHcuutt+LEE09ELBZDe3s7zjrrLDz++OOBy3zwgx9Ee3s7nn76aZx55pno6OjAW97yFgCAJEm4/PLL8R//8R844ogj0NbWhi1btuC///u/5/04TE9PQ5ZlDA4OVny7LAd/rXv00Ufxjne8A729vYhEIjj22GPxk5/8JHCZyclJXHbZZTjyyCPR3t6OwcFBnHHGGXjwwQfnPZ5qVFXFMcccg0KhEPgcLfTzKEkSvvSlL5Xd7saNG/HBD34QgN16+973vhcAcPrpp3uf11tuucW7/K9+9Su85S1vQWdnJ9ra2nDyySfj17/+dcPvFxEREe3fGKARERHRkuvo6MAXv/hF3Hvvvbj//vurXk4IgXe+8534+te/jgsvvBB33XUXrrjiCnz/+9/HGWecgXw+H7j8n//8Z3z2s5/FJz/5Sdxzzz04//zzsW3bNkSjUbztbW/zWg1vuOGGwPU+8pGPQNM0/Od//ie+9rWv4be//S3+9//+34HL/Mu//Ave//7348gjj8RPfvIT/Md//AeSySROOeUUbN++PXDZQqGAd7zjHTjjjDPwX//1X7j66qu9t9111124/vrrcc011+BnP/sZent78a53vWveFswTTzwRlmXh3e9+N+69914kEomql/3Nb36Dk08+GXNzc/jWt76F//qv/8IxxxyDCy64IBAyzczMAACuuuoq3HXXXbj55ptx4IEH4rTTTsNvf/vbmsdTy86dO9Hd3Y2BgQEA9X8e53PuuefiX/7lXwAA3/zmN73P67nnngsA+OEPf4gzzzwTnZ2d+P73v4+f/OQn6O3txVlnncUQjYiIiBojiIiIiJbIzTffLACIRx55ROTzeXHggQeKE044QViWJYQQ4tRTTxWve93rvMvfc889AoD42te+FridW2+9VQAQ3/nOd7zzNmzYIBRFEc8991zZ/cZiMXHxxRdXPZ7LLrsscP7XvvY1AUCMjo4KIYTYvXu3UFVVfOITnwhcLplMiuHhYfG+973PO+/iiy8WAMRNN91Udn8AxNDQkEgkEt55Y2NjQpZlsXXr1rLL+1mWJS655BIhy7IAICRJEkcccYT49Kc/LXbu3Bm47OGHHy6OPfZYoet64PzzzjtPjIyMCNM0K96HYRhC13Xxlre8RbzrXe+qeTxCFD9fuq4LXdfF6Oio+Kd/+icBQHzrW9/yLlfP5xGAuOqqq8rua8OGDYHP4W233SYAiN/85jeBy6XTadHb2yve/va3B843TVNs2bJFvOENb5j3/SIiIiIqxQo0IiIiWhahUAhf/vKX8eijj5a1Frrc6jS3dc/13ve+F7FYrKya6Oijj8ahhx5a97G84x3vKLsdAN6m0HvvvReGYeCiiy6CYRjev0gkglNPPbVitdb5559f8b5OP/10dHR0eK8PDQ1hcHCw4lZSP0mS8K1vfQsvv/wybrjhBnzoQx+Cruv4t3/7N7zuda/DAw88AAB48cUX8eyzz+Jv//ZvASBwvG9729swOjqK5557zrvdb33rWzjuuOMQiUSgqio0TcOvf/1r7NixY56Pmu2ZZ56BpmnQNA0jIyO45pprcOWVV+KSSy7xLlPv57EZDz30EGZmZnDxxRcH3nfLsnD22WfjkUceQTqdbtn9ERER0f6BARoREREtm//1v/4XjjvuOHzhC1+Arutlb5+enoaqql4roEuSJAwPD2N6ejpw/sjISEPH0dfXF3g9HA4DsJcQAMD4+DgA4PWvf70XFrn/br31VkxNTQWu39bWhs7OzgXdl3t/7n3NZ8OGDfjYxz6G733ve3jhhRdw6623IpfL4bOf/WzgWD/zmc+UHetll10GAN7xXnvttfjYxz6GN77xjfjZz36GP/7xj3jkkUdw9tlnL/h4DjroIDzyyCN4+OGHcdttt2HLli3YunUrfvzjH3uXqffz2Az3/X/Pe95T9v5/9atfhRDCa10lIiIiWihu4SQiIqJlI0kSvvrVr+Ktb30rvvOd75S9va+vD4ZhYHJyMhC+CCEwNjaG17/+9WW3txj6+/sBAD/96U+xYcOGeS+/WMdRyfve9z5s3boVf/nLXwAUj/XKK6/Eu9/97orXOeywwwDYs8JOO+003HjjjYG3J5PJBd9/JBLBCSecAMAOGE8//XS87nWvw6c+9Smcd955aG9vr+vzGA6HK85EW2jI5r7/3/jGNwLbQf2GhoYW/P4RERERAaxAIyIiomX213/913jrW9+Ka665BqlUKvA2d3vlD3/4w8D5P/vZz5BOp723z6eeCq9KzjrrLKiqipdeegknnHBCxX+LbXR0tOL5qVQKe/bswZo1awDY4dghhxyCJ598suqxui2kkiR51Xaup556Ctu2bWv4OPv6+vCVr3wF4+Pj+MY3vgGgvs/jxo0b8dRTTwUud//995d9bZRWCbpOPvlkdHd3Y/v27VXf/1Ao1PD7R0RERPsnVqARERHRsvvqV7+K448/HhMTE3jd617nnf/Wt74VZ511Fj73uc8hkUjg5JNPxlNPPYWrrroKxx57LC688MIF3f5RRx2F3/72t/jFL36BkZERdHR0eFVYC7Fx40Zcc801+MIXvoCXX34ZZ599Nnp6ejA+Po6HH34YsVgssGlzMfzf//t/8Yc//AEXXHABjjnmGESjUezcuRPXX389pqen8a//+q/eZb/97W/jnHPOwVlnnYUPfvCDWLt2LWZmZrBjxw78+c9/xm233QYAOO+88/DP//zPuOqqq3DqqafiueeewzXXXINNmzbBMIyGj/Wiiy7Ctddei69//ev4+Mc/Xtfn8cILL8Q//uM/4p/+6Z9w6qmnYvv27bj++uvR1dUVuI/NmzcDAL7zne+go6MDkUgEmzZtQl9fH77xjW/g4osvxszMDN7znvdgcHAQk5OTePLJJzE5OVlWcUdEREQ0r2VeYkBERET7Ef8WzlIf+MAHBIDAFk4hhMhms+Jzn/uc2LBhg9A0TYyMjIiPfexjYnZ2NnC5DRs2iHPPPbfi/T7xxBPi5JNPFm1tbQKAOPXUU2sez29+85uKGx7vuOMOcfrpp4vOzk4RDofFhg0bxHve8x7xq1/9yrvMxRdfLGKxWMXjACA+/vGPl51fumGykj/+8Y/i4x//uNiyZYvo7e0ViqKIgYEBcfbZZ4u777677PJPPvmkeN/73icGBweFpmlieHhYnHHGGYHtmPl8XnzmM58Ra9euFZFIRBx33HHijjvuEBdffLHYsGFDzeMRonxrqt9dd90lAIirr75aCLHwz2M+nxd///d/L9avXy+i0ag49dRTxRNPPFHxY3TdddeJTZs2CUVRBABx8803e2974IEHxLnnnit6e3uFpmli7dq14txzzxW33XbbvO8XERERUSlJCCGWL74jIiIiIiIiIiJa2TgDjYiIiIiIiIiIqAYGaERERERERERERDUwQCMiIiIiIiIiIqqh7gDtd7/7Hd7+9rdjzZo1kCQJd9xxx7zXeeCBB3D88ccjEongwAMPxLe+9a1GjpWIiIiIiIiIiGjJ1R2gpdNpbNmyBddff/2CLr9z50687W1vwymnnILHH38c//AP/4BPfvKT+NnPflb3wRIRERERERERES21prZwSpKE22+/He985zurXuZzn/sc7rzzTuzYscM779JLL8WTTz6Jbdu2NXrXRERERERERERES2LRZ6Bt27YNZ555ZuC8s846C48++ih0XV/suyciIiIiIiIiImqKuth3MDY2hqGhocB5Q0NDMAwDU1NTGBkZKbtOPp9HPp/3XrcsCzMzM+jr64MkSYt9yEREREREREREtEIJIZBMJrFmzRrI8tLsx1z0AA1AWejldo1WC8O2bt2Kq6++etGPi4iIiIiIiIiIVqc9e/Zg3bp1S3Jfix6gDQ8PY2xsLHDexMQEVFVFX19fxetceeWVuOKKK7zX4/E4DjjgAOzZswednZ2LerxERERERERERLRyJRIJrF+/Hh0dHUt2n4seoJ144on4xS9+ETjvl7/8JU444QRomlbxOuFwGOFwuOz8zs5OBmhERERERERERLSkY77qbhRNpVJ44okn8MQTTwAAdu7ciSeeeAK7d+8GYFePXXTRRd7lL730Urzyyiu44oorsGPHDtx000343ve+h8985jOteQ+IiIiIiIiIiIgWUd0VaI8++ihOP/1073W31fLiiy/GLbfcgtHRUS9MA4BNmzbh7rvvxqc//Wl885vfxJo1a/Dv//7vOP/881tw+ERERERERERERItLEu5E/xUskUigq6sL8XicLZxERERERERERPux5ciJlmbXJxERERERERER0SrFAI2IiIiIiIiIiKgGBmhEREREREREREQ1MEAjIiIiIiIiIiKqgQEaERERERERERFRDQzQiIiIiIiIiIiIamCARkREREREREREVAMDNCIiIiIiIiIiohoYoBEREREREREREdXAAI2IiIiIiIiIiKgGBmhEREREREREREQ1MEAjIiIiIiIiIiKqgQEaERERERERERFRDQzQiIiIiIiIiIiIamCARkREREREREREVAMDNCIiIiIiIiIiohoYoBEREREREREREdXAAI2IiIiIiIiIiKgGBmhEREREREREREQ1MEAjIiIiIiIiIiKqgQEaERERERERERFRDQzQiIiIiIiIiIiIamCARkREREREREREVAMDNCIiIiIiIiIiohoYoBEREREREREREdXAAI2IiIiIiIiIiKgGBmhEREREREREREQ1MEAjIiIiIiIiIiKqgQEaERERERERERFRDQzQiIiIiIiIiIiIamCARkREREREREREVAMDNCIiIiIiIiIiohoYoBEREREREREREdXAAI2IiIiIiIiIiKgGBmhEREREREREREQ1MEAjIiIiIiIiIiKqgQEaERERERERERFRDQzQiIiIiIiIiIiIamCARkREREREREREVAMDNCIiIiIiIiIiohoYoBEREREREREREdXAAI2IiIiIiIiIiKgGBmhEREREREREREQ1MEAjIiIiIiIiIiKqgQEaERERERERERFRDQzQiIiIiIiIiIiIamCARkREREREREREVAMDNCIiIiIiIiIiohoYoBEREREREREREdXAAI2IiIiIiIiIiKgGBmhEREREREREREQ1MEAjIiIiIiIiIiKqgQEaERERERERERFRDQzQiIiIiIiIiIiIamCARkREREREREREVAMDNCIiIiIiIiIiohoaCtBuuOEGbNq0CZFIBMcffzwefPDBmpf/0Y9+hC1btqCtrQ0jIyP40Ic+hOnp6YYOmIiIiIiIiIiIaCnVHaDdeuut+NSnPoUvfOELePzxx3HKKafgnHPOwe7duyte/ve//z0uuugifPjDH8YzzzyD2267DY888gg+8pGPNH3wREREREREREREi63uAO3aa6/Fhz/8YXzkIx/BEUccgeuuuw7r16/HjTfeWPHyf/zjH7Fx40Z88pOfxKZNm/DmN78Zl1xyCR599NGmD56IiIiIiIiIiGix1RWgFQoFPPbYYzjzzDMD55955pl46KGHKl7npJNOwquvvoq7774bQgiMj4/jpz/9Kc4999yq95PP55FIJAL/iIiIiIiIiIiIlkNdAdrU1BRM08TQ0FDg/KGhIYyNjVW8zkknnYQf/ehHuOCCCxAKhTA8PIzu7m584xvfqHo/W7duRVdXl/dv/fr19RwmERERERERERFRyzS0RECSpMDrQoiy81zbt2/HJz/5SfzTP/0THnvsMdxzzz3YuXMnLr300qq3f+WVVyIej3v/9uzZ08hhEhERERERERERNU2t58L9/f1QFKWs2mxiYqKsKs21detWnHzyyfjsZz8LADj66KMRi8Vwyimn4Mtf/jJGRkbKrhMOhxEOh+s5NCIiIiIiIiIiokVRVwVaKBTC8ccfj/vuuy9w/n333YeTTjqp4nUymQxkOXg3iqIAsCvXiIiIiIiIiIiIVrK6WzivuOIKfPe738VNN92EHTt24NOf/jR2797ttWReeeWVuOiii7zLv/3tb8fPf/5z3HjjjXj55Zfxhz/8AZ/85Cfxhje8AWvWrGnde0JERERERERERLQI6mrhBIALLrgA09PTuOaaazA6OorNmzfj7rvvxoYNGwAAo6Oj2L17t3f5D37wg0gmk7j++uvxd3/3d+ju7sYZZ5yBr371q617L4iIiIiIiIiIiBaJJFZBH2UikUBXVxfi8Tg6OzuX+3CIiIiIiIiIiGiZLEdO1NAWTiIiIiIiIiIiov0FAzQiIiIiIiIiIqIaGKARERERERERERHVwACNiIiIiIiIiIioBgZoRERERERERERENTBAIyIiIiIiIiIiqoEBGhERERERERERUQ0M0IiIiIiIiIiIiGpggEZERERERERERFQDAzQiIiIiIiIiIqIaGKARERERERERERHVwACNiIiIiIiIiIioBgZoRERERERERERENTBAIyIiIiIiIiIiqoEBGhERERERERERUQ0M0IiIiIiIiIiIiGpggEZERERERERERFQDAzQiIiIiIiIiIqIaGKARERERERERERHVwACNiIiIiIiIiIioBgZoRERERERERERENTBAIyIiIiIiIiIiqoEBGlGDZmZmkEqllvswiIiIiIiIiGiRMUAjakAul8ONN96Im266abkPhYiIiIiIiIgWGQM0ogbMzs7CMAzMzs4il8st9+EQERERERER0SJigEbUgEwm472cSCSW8UiIiIiIiIiIaLExQCNqgD9Am5ubW74DISIiIiIiIqJFxwCNqAH+AC0ejy/jkRARERERERHRYmOARtSAdDrtvcwAjYiIiIiIiGjfxgCNqAGcgUZERERERES0/2CARtSAbDbrvcwKNCIiIiIiIqJ9GwM0ogb4Wzi5RICIiIiIiIho38YAjagB/hbOZDIJy7KW8WiIiIiIiIiIaDExQCNqgD9AE0IgmUwu49EQERERERER0WJigEZUJyGEF6BpmgaAc9CIiIiIiIiI9mUM0IjqlMvlIIQAAAwNDQHgHDQiIiIiIiKifRkDNKI6udVn4XAYfX19AFiBRkRERERERLQvY4BGVCc3QGtra0NnZycABmhERERERERE+zIGaER1SqfTAOwArbu7GwCQSCSW8YiIiIiIiIiIaDExQCOqk78CraurCwAr0IiIiIiIiIj2ZQzQiOpUKUCbm5vzFgsQERERERER0b6FARpRnSrNQCsUCsjn88t5WERERERERES0SBigEdXJH6CFQiFEo1EAbOMkIiIiIiIi2lcxQCOqkxugxWIxAPAWCTBAIyIiIiIiIto3MUAjqpO/Ag1AYA4aEREREREREe17GKAR1SmdTgMoBmjuHDRWoBERERERERHtmxigEdWpWgVaIpFYtmMiIiIiIiIiosXDAI2oDoZhoFAoACgGaJyBRkRERERERLRvY4BGVAe3+kySJEQiEQCcgUZERERERES0r2OARlQHf/umJEkAigFaMpmEaZrLdmxEREREREREtDgYoBHVwQ3QYrGYd14sFoOiKADsEI2IiIiIiIiI9i0M0IjqULpAALDbOd0qNM5BIyIiIiIiItr3MEAjqkM6nQYQDNAAMEAjIiIiIiIi2ocxQCOqQ6UKNICLBIiIiIiIiIj2ZQzQiOpQLUDr7OwEwAo0IiIiIiIion1RQwHaDTfcgE2bNiESieD444/Hgw8+WPPy+XweX/jCF7BhwwaEw2EcdNBBuOmmmxo6YKLlNF8FWiKRWPJjIiIiIiIiIqLFpdZ7hVtvvRWf+tSncMMNN+Dkk0/Gt7/9bZxzzjnYvn07DjjggIrXed/73ofx8XF873vfw8EHH4yJiQkYhtH0wRMttWoBWnd3NwBWoBERERERERHti+oO0K699lp8+MMfxkc+8hEAwHXXXYd7770XN954I7Zu3Vp2+XvuuQcPPPAAXn75ZfT29gIANm7c2NxREy0TN0CLxWKB8/0z0IQQkCRpyY+NiIiIiIiIiBZHXS2chUIBjz32GM4888zA+WeeeSYeeuihite58847ccIJJ+BrX/sa1q5di0MPPRSf+cxnkM1mq95PPp9HIpEI/CNaCeabgabrOnK53JIfFxEREREREREtnroq0KampmCaJoaGhgLnDw0NYWxsrOJ1Xn75Zfz+979HJBLB7bffjqmpKVx22WWYmZmpOgdt69atuPrqq+s5NKJFJ4SoGqBpmoa2tjZkMhnE43FEo9HlOEQiIiIiIiIiWgQNLREobU+r1bJmWRYkScKPfvQjvOENb8Db3vY2XHvttbjllluqVqFdeeWViMfj3r89e/Y0cphELZXP52FZFoDyAA3gHDQiIiIiIiKifVVdAVp/fz8URSmrNpuYmCirSnONjIxg7dq13owoADjiiCMghMCrr75a8TrhcBidnZ2Bf0TLLZ1OAwBCoRBUtbx40z8HjYiIiIiIiIj2HXUFaKFQCMcffzzuu+++wPn33XcfTjrppIrXOfnkk/Haa68hlUp55z3//POQZRnr1q1r4JCJlke19k2XG/SyAo2IiIiIiIioOUIIFHQTqayOmUQOYzMZ7B5P4sW9cTy7e2bJj6fuLZxXXHEFLrzwQpxwwgk48cQT8Z3vfAe7d+/GpZdeCsBuv9y7dy9+8IMfAAA+8IEP4J//+Z/xoQ99CFdffTWmpqbw2c9+Fv/n//wfzomiVWW+AM2tQOPSCyIiIiIiIqIiyxIoGCYKumWfGhYKerVT+zK6YVW9vUw6uYRHb6s7QLvgggswPT2Na665BqOjo9i8eTPuvvtubNiwAQAwOjqK3bt3e5dvb2/Hfffdh0984hM44YQT0NfXh/e973348pe/3Lr3gmgJuAFaLBar+HbOQCMiIiIiIqJ9mRACpiUqBl+6biLvnBYMKxCYGaZo+D5VRUJIVRDSZO+00F55Dv9iqjtAA4DLLrsMl112WcW33XLLLWXnHX744WVtn0SrzUIr0BigERERERER0UonhIBhuhVfbhBWuRrMXzlmWY2HYSFVhqYqCDthmKbJCDunIVVGSFOCp6oCWS4Py5aj86uhAI1of+QuEZgvQEsmkzBNE4qiLNmxERERERER0f7LEgJ6zbbIYFWY7pw2GoVJEsqqwgKnFcIwTZUhSUtfOdYqDNCIFiibzQKoHqC1tbVBURSYpolEIoGenp6lPDwiIiIiIiLaB5iWCARfumEh77ZJ+qvBfKe6WX1e2HwUWaoafGmqjLAXgNmVY5qqQFWkVR2GNYIBGtECzVeBJkkSurq6MDMzg3g8zgCNiIiIiIhoP+bNC6taDeZrm/SFYWYTLZKqInshl3tqh2FuhVjp6zIUWW7he73vYoBGtEDzzUAD7EUCboBGRERERERE+wbhtkga5dVf/lNdt5D3tUk2moVJgDMXrHZbpH9WmKbJkFdZVZg9h01Ad7Zu2lV2xS2c1c6bW4bn3AzQiBZoIQFaZ2cnAGBubm4pDomIiIiIiIjqZLlbJA3Tt0GyfFh+acVYo2RJKpkRFgzGgoP07fM1ZXXNCzOtYNjlD7zcFlPdMIthmG5BN+23iwZCRqOJltVGMUAjWiA3QIvFYlUvw02cRERERERES8c0LVQakl/x1AlumglfFFlC2JkNVrUazKsKs19W5NUxL8xfZacbJYFXSYWY/2260VzbKQDIErx2U82tqPNelqFpCjTFbj3VVBnZdEeL3uuFY4BGtACmaSKfzwOoXYHmBmjLsVKXiIiIiIhotXJb+WoGYLq/qskOcJoJbjRfyFVaFVbpVFPtMGwlq9YSWSkEK22TbEVVlxd4VQrBnNcrvb3ekDEhCk0fa70YoBEtgFt9JkkSIpFI1ct1d3cDYAUaERERERHtv4QQgQ2SBWeLZDH4csOwYDDWSCsfAEgSfDPCgoGXVy1WoUJsJVeFmdZC5oJVfnujH0eXIkte1VeoRgAWrBiToa6yttN6MUAjWgD//LNa3xDcCrS5uTkIIfbpbx5ERERERLTvs+eFVWuHrHyqNzEvTJGlYHvkPFVhIVWBqqzMFkm3JdIfeBVqBGD+tzfbEumGitUCL38FWGlFmLzCq+yWCwM0ogVIp9MAardvAsUlAoZhIJvNznt5IiIiIiKipSCEgGmJ2sGXc+pVixkmDLPxIEdVpNoBWElVmOZUMa0k7setYgukbtrD8Z1qOt00iwPzndNmBQOw0rbI8hZJ97KrZe7aasIAjWgBFrKBEwBUVUUsFkM6nUY8HmeARkRERERELWfPubKKbZBuW6Rh1RygbzVR1VRtVpimVWqPtF9eSZVM7ubNYNXXwirCWtYSWaUCrNqg/NW2iXNfxwCNaAEWGqAB9hw0N0AbGRlZ7EMjIiIiIqJVzHI3H1apCivdLqk7p41mOt68sHnaIv2hmLZC5oVVaomsNANs+VoiS89beUHiSiaEgG5aMAwLuimcU3u5ge4sOXDfPhtf+sV9qypAG5tJQwu3IRpeVYdN+4B6ArSuri7s3buXiwSIiIiIiPYzplVaFeafC2Yi7wvAvECsiTY/RZZqtkOGvQBMQdgZqr/c88KCLZHBkCsQgumL1xJZfVMkWyIb4f+ceiGXPwBzToNvt6AbIhCO1RNyZtKpRXyPKltVSdRjz09ix94cwpqC7vYQutvD3r9ISFnuw6N9WD0BmjsHbW5ubjEPiYiIiIiIFondIim8cGe+qjD3tJkqJ7d1z79BstLmyOKpDEVevnlhVrW5YPNsitQNE00WgxUXDZRtgqzSEqnK0DS2RFZiWaK8yssLuoJVYMGKMBGoCGvyUxogyxJURYIqy1AUCYosQZYlyJITYgqBtKK38B4XZlUFaB3RECwAed3E+GwW47NZ722RkOKFaT3tIXS1hxHWGKpRa7gBWiwWm/ey7ibORGLpS0qJiIiIiCjIbfurFXyVnjYT8kiAMxes+rD80nlimiZDXoZgx5ulVrop0lf1FQjEzOKigda0RNoB2HybItkSWc4Nef0hVjAIK60I8wdk9vXqrfpaCE2VocoSFEUuCb7sz7kQAkJIEJYFC4BpClhOBZtpCVjOv4IlUED1isNMOtfS416IVRWg/dWWNWiLtSORLmAulcdcyj5NZnXkCibGZjIYm8l4l28LqyWVaiFoKkM1ql+9LZwA2MJJRERERNRi7iD4gmFC1y3kndPSYfmllWKNkiWpZDZY5XlhbmAW1uwtkktZ5bTQlshqFWHN0pRaM8CKH59iJZj99v25JdK0LBhGhcov38vV3l4MylobfCmyBFWxK77Ukoov2Q2+JEBY9uPQtOzgy33Z/acbFuzaMLOlx7cSrKoADQBURUZvZwS9nRHvPN2wkEgXMJvKI57KYzZVQDqnI5M3kMkbeG26GKrFImogUOuKhaGpK2tNLq086XQawMKXCAAM0IiIiIiIajHNOqrCnJlYRpPzwsLObLCQpiDsC3OqVYctZcizkloiq1WEVXr7/hSCuRV7XoVX1flewheE+SrAnNdbWfQlSXZOoioSFNmp+pIkSLIdAAshIAEQwgm+IOyqL18IVgzATGDpOyNXjVUVoP3Pn3ahr7cHnbEQBroi6O+Koj2qQVNl9HVF0NcVDNXsKjWnUi2dRyZnIO382zuV9i7bHtUClWpdsRBUhaEaFTVSgZZKpWAYBlR1VT3MiIiIiIjq4raSzdcW6a8Oa3YrohvgVGqHrLRVUlMVKEvQ9uf/WFTbBum9rLe+JdI/B6xWS2RpxdhSfGyWk1ulVxZ+BSq+Ks/38s8Fa3W7o7/qS5GlYvglAZITfglhb2oVloDpVXwBlmU5ARicrytgX6z6WklW1TN7S8ALwEadqjIJQDikoCOqoa8rgsHuKDpjIWiqjIHuKAa6o971C7qJuXQBc8k85tJ2uJbNm0hldaSyOl6dLIZqHW1asFKtLQSFodp+SQhRV4AWjUahqioMw0AikUBvb+9iHyIRERERUUsIIQIhV8GwkHdf1k1fGBasHBONzguTUGFGmLs1UqkalC121ZNbHVepIqy8RTJYFdYsVZFrVnxVG5S/3Ns1F4slyrc5ls33Cgy6r9z62OjXaCWyU/XlzvkqDb4gBCABpmUHX5aAE3ZZvllfYNXXKrOqArS2kIJoSIFumHC/LwkAuYKJXMHEZDyHZ3fPAbCT9/aIhp7OMAa7o+hpDyOkKRjsjmLQF6rlC6YXprkz1XIFE8mMjmRGx54JezWqBKAjFkJ3rFip1hkLLUtSPzMzg8nJSRx66KH75DfIlSafz8Oy7C+4hQRokiShq6sL09PTiMfjDNCIiIiIaFnY88LmrwbznzYzE8ttAywGX5Wrwfynixn6WO7yAN30KomKw/FLQjDTnaVmv241mba4H4v5KsL25ZZI/2y2YNAlSgba1357q6u+VMWp+pKD2x0hARKCVV+WZRWrvkx4M78sATssbUFgSqvHqgrQMgUT0OySRHdjhyrLEAAM00TBKD6wdMPCbCqP2VQeL79mb0NUZAltERXdsTAGuqPo6wwjGlYx1NOGoZ5iMJLNG5hL5RF3lhXMpvIo6PactUS6gN1uqCYBnW0h9Pgq1TraQou6EUQIgR//+MeYnJzE+eefj82bNy/afZHNrT7TNA2api3oOt3d3V6ARkRERETUDDeIqBR4ecGXbiLvqxzL62ZTwYOqSPO2RforxzRVXpQxOKUtkZUH5Vcemt/skHUJCAZemoyQ4gvBtGotkTIUeXV3L1mWqLLZ0Qm4Kp7vC8Cct7eSLEuBOV/ufDrZzr4gICAAWBYgLAuGO9/LdIfdw8kOBAyTrY7LQQKgqrIXYqqK7FVPuq+rZa9L3vcX/9vSqeSSH/+qCtCE768AQgB53UK+ZK2ppsrQFHs/qmlayOvFt5uWKFaWTRZDsGhIRVcshP7uCPo6o+iIahjpi2GkL+bdb65gYjYVrFTTDQvxdAHxdAEYtz95siShKxYKzFRrb9NatpJ47969mJycBAD89re/xZFHHgl5lX9zXuncAC0Wiy34Op2dnQC4SICIiIiIgtwh5Hm9uEmy0rD80oqxZiqiqs0I07RK7ZH2y60uCvC3RNYzKF83LDRbf2Q/Aa9d9VVpLthqbIl0A8ey1sYFtD76AzKrhVVfEgDFG3LvD77s5Muu+LIDLks4c75Mt9JLeAP3LUugYAkArPpaSu6SgvmCLk0tD75KQzK5ZCmHfzadYQp7O6kpYJp2AGqaFnIFC+mcYVcjmgKGc5nleK69qgK0vc89jEOOPR2SrFS9THF4XpGqSNAUGbIMmCZQ8G0pEQLets7RmeK2zrCmoKNNQ19nBP1dEXTFwljTF8MaX6iWzRuYdcI0N1gzzGLlG2CHaorshmrFSrX2qNbQN+Mnn3zSe3l6ehpPPfUUjjnmmLpvhxaunvlnLneRwNzc3GIcEhERERGtAJYQxQCsRnWYPwzT9cYDIVmCV/kU9gKw6lVhrW4JdFsiqwVexfbI1rdEyrJUMwCrNSi/VcUMi0k4rYFl7Y0VQ66SEMw/CL/JqrtSbuDltjpKTpsjYFdzueGXaTkhmDfwHt7XuV31ZcFg0deScWe0qYocqPiqFYJp/tfV4suKLHuVfG5LrT/Mcs83nHbdbN4sC8KqXa+ZKtlMOjP/hVpsVQVoM6Mv4wWzgE1bToMWboME+xvpfB/0SiWasgyEFAWKInmzAfwVpnndRD5uYiqew3N77PM0RUYsqqKnI4yBrii628NY09eGtf3FUC2dM4LbP1N5mJbATDKPmWTeu31VkdAVCwcq1WIRteYPN8Mw8MwzzwAADj74YLz44ov43e9+h6OOOgqKUj1UpOak0/ZyiUYCtEQisSjHREREREStZVpW+XD8svlgwaqwZlrUFFmqGXyVnraqIsqtUKrW9lipLdJ931sRzpRWfFUNwJy2UM0ZqL+SF7oJISq2L1YPwipXgbVyyL1d9eUOtreDr+IBA5aw768YgsF73c8deE+Lz21R1SpUcFUMutTytyuSBGH3s5ZXdVWo7srmDd/5xeou+zJuOCaaDsAXwt1I6oZ2qiLZlYuy5FUwqrK9sVRVZGTSCxuv1EqrKkBT1BAyiSk896e7sGnLaYh1DVR8MLtLL2qxLCBXsu1CkuAlsoBTzeb7IaGblhOKFbBztNiy2RZR0d0eskO1jjDW9MewbqAdgP3NKJXVA4FaPF2AYQpMJ3KYTuS829cUGV1OoNbjVKpFw8VQ7YUXXkA2m0V7ezve85734Bvf+AZmZ2fx5JNP4rjjjmvoY0rza6QCrbu7GwBbOImIiIiWmj8gyuvFICi4SbK8OqyZkEBT5EAYZm+QLIZC3lB935bJZmdkuYFfcTi+Waz+KtkKWdoWyZZIW8Uh92aljY+153+1OmCSJHgbHYPHa59aTuBV830DnMCT4ddi8oc+gZld/mCrNOiSAVmRIMMePeWyLFFWpeUPvkqruypVdS12zhVsx3Xf7/kDL0V2v56LVYzC+doUIvi+Fzepmt7jLKcbXphnWhZMC0gm2cJZ08HHn4XxFx9BLj2HFx+9F+uOeBP61hxcdrlGv2iEs0mjUNICqikyNFUCIMFwflC5LCcgS2V1vDppVypJACJhZ65aZwQ9nWGM9MWwfrCjeJ2MHqhUi6cL0E0LU/EcpuLFUC2kyl7b58OP/hkAcNRRRyEcDuPNb34z7r33Xvzud7/D0UcfDVVdVZ/OZVEoFBAKheq6TjMtnPF4HEKIFfWLAhEREdFqIdwtilXaIaudNvp8QALK2yJrVIW5VVKNtgjO1xJZqyKs2RlVsiQVwy1NRkixW0LdMFBTFd/LK68l0rIqzPkqqezy2hr9gVdJQNbqvEHy/gNQoaJrIYQAzCWo+NlflYZeWkmbo/9tsuRvXYW9qVPY4Y+7qbNSdZdhWijkjUCLoz/sWuzPrju3zB9meSGXP+zyB2GyDEkSkGQJwhIQQnLCWgumG3KZxZDL9LVmFgwT2bzwNpZ68+ssUbGysRWW4yGyqhKXcFs7Dnn9Odj9zB8Qn9yNPdsfQi41izUHHw9pnr/gCGEhPTeJ+OQeFLIprD3sDQhFFhaI6KYFvaRf211LLEt2C2lBNwM93tm8gWzewJhvrlpIldHRFkJfZwR9nWEM9rThgCEnVLMEkpkCZlN5xFP2aSJTQMGwMDGXxWsTs3hl58sAgJQyhD9uH0P74EFoi7UjHo/j8ccfx+tf//oFvT/7q9///ve4//77ceGFF2LTpk0Lvl4jAVpHh/15NQwDmUymrgUERERERPsid2xK5Q2SFvL+gfq+tzVKlkpbJKsP0g87r6tK/fPChBeCLbwl0n17K1sia80Aq1QVthgbMxei0pD74suiYuuj97IvKGvlkPtWEt5/1Eru8+9K1V6qYm/l9LerejswnPY091Nihzsoq+4q6CYyeScA852/2GRZKoZczpw5N9SSZQmKDF+I52wclZydo0Ly2m/tZQtucGVXqLqBl+l8j8pbpreUQVgCFpxFjYsUcLWCBECS7ffb/Ti48/g01FcY0wqrKkADAEXVsPHoUzG+8ymMvfwkJnfvQDY5i41H/RXUUMT5YMJORg0DyZlRxCf3IDH5Kgzd1y4ZacO6w97Q8HGYloBZKJmrJknQ1OKQvYJeXFYA2NVtpW2biiyhPaqhtyOM3s4I+rui2DDUAckJ5hJpu+3z8T8/BiEsRDt6oUQ6MT6bxTiAnnVHIvPcw7jv17+FHl2Dvq42b6ZaWONcNL/du3dDCIEXXnhh0QM0VVXR3t6OVCqFeDzOAI2IiIj2KW6YUdBN5A0L+gKqw5p5Mqoqkhf+hN2ZYJqCsHNaqTrM3fS3UKZlt3l6VV7VWiIrnNealsjKbY+1WiSXuiXStOaZ7+VWC/o+Nu4cJrdShfO09h+VZni54Yd/E6e/ustZy+k8j3Y2c1p2BZT3NWRayOi+2V1L8DUlS3CO215O6IY5shNqwT11Vyz4qhAtX8jlLVrwNozaoZepm8gtoDV3ubifo2JAaX/+3PxFluTiwomSVk6tUmWfLwhzQ0G3ldOy7EpR0/ne4i1gcb63GL6wfamtugANsD+4wwduQaS9B7uf+T1Ss2N4/pG7sWnL6dBCUSSm9iI+uRvJ6VFYVrEfU1FDiHb2IjUzhrnxV7D20BMgSa37y4slBPJ6cK2uJAEwC9j1zB/Qv/ZgdPUfAMP3ADctgXjabuHcOZb0rtMWVtHdHkZ/VwTd7WHMjL4EAHjzm07A4UeNYC6Zx1y6gFj4SEzs+gv0fAbbn34SAwcc4d12NKz4Nn+G0R0LIbQfh2rZbBYAMD4+Xtf13ACt3hCsq6vLC9DWrFlT13WJiIiIloJbDbSQtki3KqzZmU9uCFS1LbLCVklZXlhI5FaD5QpmhbbH2hVhzT4J9zZkVqsA0xRvIL7XKulcZqHvX6Psz7P9pLRQMJEzDBQKlhd66r6PQ7A9y3lyL1ZuxRe1jgS77U/xV3W5QYcvOIFUzIcAd/mAW9lkLyhwv3YMy63uMpbka8g/P06qFmqh2P4nnOo04aveqsQSgFVhOeFK4AZbbsjnD7bcSjbV+Tx6Qaai2MGWW7Xqzm5TFSiSBEm2p5TZ1WzCm1Fmb4otfk/NF4LBVsEwYRaKl3XDw+LHuXXvdyZnzH+hFluVAZqre/AAhNvOwc4nf4NCNoXnH74LwgoOStQiMXQNrEfXwHq0dw9BQOCZ390Go5BFZm4csZ6RRT1GIYDRndsxO74H8akxHHnyu6CGIt5gQUCCaZkoGCJwnXTOQDpnYO9UGrl0HHv37gUkCYXwEKbjOXS3h7FuoB0hbQBd4nTcffddmN7zDI7esgXJnD2XLZs3kc1nMDpdbCNti6joLtn+qakrd6NNK7kB2tjYWF1zyRqpQAPsRQJ79+7lIgEiIiJaEkKIKpsj3QH6paFYk/PCJFSYEeYGX8VqqdIB+vP9DuYtATDt405mdF8lWPmcMP9cMKMFFQm12yCrD8qvt+Kt1vtverOGTBRMC4WCrzpOt8+rXN1leU90hVjYsHla3SQJ3gwrWba3MLozu4qLCCTfor1ioGE5XyNuVZdp2YPo7fFFix8UlT1cWtBKGJwft7K++ItVbHYlm6L42jedwFJTg8P3ZVm2K7QAX5Ub4IaC7mPcv1jAsAR0w4BuOBWjTohZGmpZK7x9cyVa1QEaAETbe3DoG87Frqd/h9TMKAAg0t7jhWbRjt7ADzIJQPfQBkzvfQHTozsXPUADgPjEKwAAy9QxvvNprD3s9c4Xd/CbkuL0O8uSBMsSyDszH2ZH7dlnnX1rEM9JiL8y611HU2TEIsOItXcinUogPfkyzvirN8MwBeLpPGaT9tbPuVQe6ZyBjPPvtem0dxuxiIYeX6DW1R5atpkIiymXs1tnM5kMUqmUN6dsPum0/bGqN0Dr7OwEAMzNzdV1PSIiIiJvXtg81WClQVmjFFkKDMX3Qq8K1WDu6Xztg/Z2Q7e100I6Z9QMwPxVYs2GPovdEmkJERgMXsjqMKziAHE3/Mrrlr1JzrAr49z5Su5gcdPyzy1anrDLG4wO+4l0WabBJ9gtZ4dexcBLkoOtjML3hWC5YZflhKsllVLCaW00Vl5h1LxWariryPACLVVVvNbEYtumU+kFX1UeioGgF9/5WzTNYjWXF1YaFvJLMGx/uTkdrvbLvupACe7H0XldBiQhIJzvQu7Xvf391m7jXW6rPkADAFUL46Bj3oLkzCjCsU6Eo7WDke6hTZje+wLiE7thHf5GyPLitTVmU3PIpYsVSFOvPof+Aw6veIyVZgIIITA7Zgdo/WsOKruOblqYS1voPWAz0tsfwh/+8AfEpSF0drShtyOMno4IDl7bhc62EAzTwpwTps05ywoyeQPpnI50TserU8VQrSOqeds/u9vD6Iyt7lBNCOFVoAF2G+dCAjTTNJHP5wHUH6C5mzgTiURd1yMiIqJ9h1tNVNwgWR58VTptpp1QVeTi0PwaAVhgXliV3/P8WzDdtsd0Tl/QpshmWyLdCrdKFV9lg/O97ZF2m6QkFX+39odaZmBwuF3V5R8abpoCumk6f+y2QzD3ZUsIWM5A7uXiPhH1noR6lUUiOHMJcLbozf+E3B16vzJrdlYWWXIGmgOAEwDYHy87evTa1Kza7Wp26CWwIhKBBZB9X3OVZny5GymBpat6lAC7QstpV5TcMNK/RMD5HBU/T/A+P5Zvi6awgnPJhLDnlwsBIL8Kk8kFKv9+gsBcN8mpfvOHhV5I6ARd7sZN7/utZXkVsK7AY2GFVgcu1D4RoAH2J7ezf+2CLtveMwg1FIVRyCI5/Rq6Bta35hhQ/mUwN74LANDZvw7CMpGcGcXYS09gw+ZTFnSb6blxFHJpyIqG9r51gbfJzncDywJ6hw/ExK6nkc8kMbH7WUibjkIyo+OV8ZR3eXuuWgi9HREcONKJrlgYlhCIp/KYTeUxl7LDtVzBRDKrI5nVsWey+L51tIUCrZ+dMQ3KPNtPVwpd12FZxb/Kjo2N4eCDD573em77piRJiEajdd2nG6CxhZOIiGjfIIQIDDT2BhtXrA4rnmc18Wxyvhlh7gZJzReKlc7T8kI8N+DS7cHMmQVUhLViSHPFwEstDhZXvDk97nwlpzXJeTJr+iq2DEt4wVdxoLjv7U7gtdLGdbkBhOxWWaDYiuXuB7Tb6hDYpFfKeyK6yp+ELrXS+Vfuh63ej54lAJjCaW4svfbifS7syqfi15BXBeWr5nEFwiJ3/pQvLHIreqwKxRvVWE1+zfkHxfsH0bs354aQ7mNAINhmWomAE0Lug48BrypUssNayVf1Jvu+BopVccW3uZ9/Ad/3EmeeoemrfPWqX0uT3kCou++Gh43aZwK0ekiSjJ6hjZjcswOzYztbFqCVfQsVAnNO+2b30EZEYl1IPnwXZsd2YuCAI9HW2Tfvbc447ZvdQxsgK8FPl3/cmyTLGNq0Bbuf+T0mXnkG/esPg6IG17pm8gYyeQOv+WaihTQZXW0h9HZGsGGoA0cf2AdAIJ7WvUq1uVQBed1EIlNAIlPA7gk7lJMkoLMtFKxUawst+hDURvirz4CFLxJwA7RoNFr3TIvu7m4ADNCIiIhWIkuIYvBVqxqsJChr9KmaN2C+NPCqUR2mlcwLc9s6/RVfBcNENm/MWxHWbEVIcPi0HGhp8lcwuD2A3pNf50maW8WVKxS8qrCVFnJVUmyxg/fE1avCcN9HwHuSas+TKr8d90mqCcHnpMtAeP81zl/x54UWbpjlezwENws6wTDsryGg2BIrhLAH7sMNOezh+6YFb5adYVqwLMCw3BbNxX3Q+Nt5A/fWZGuhZQlnzd4qeNAvQLByqxhuKYF/zqZJpTiXTpaKbdLeHDJn0ULpHwPc2XSW8/1ypba7LhevynCJ7ZcBGgB0D9sBWmLyVZimDkXRWn4fufQc8uk4JElG18A6KGoIPcObMDu2E6+9+GccfNxba17fMg3MjdsBXO9IsH3TffD5H0g9wxsxsetp5NJxTO7egeEDt8x7jAXdwmQ8h8l4zjtPkSV0tIXQ2xHG2v52HLFBg6rISKQLXpXaXCqPgmF5G0RfGS8eV2csFNj+2dGmeX3hy6XZAK3e9k2gWIGWTqeh6zo0rfVfY0RERGQ/2fSG4lcJwnTDmUflq8BqlCJLNdshK526A+bdKjbdqVKzh+Pbx5jIF7xQbDFaIt1j91dB+X9Fc9vPLAuwrGDAZVcsmMjrTR/CkpCl4BNX/8wd+3doyxk2brdzuU9USz/CltPqxdBr5fIPy/dX6Pg3SCreoHbJG7ivyHb1o7u10A65BOzdg/AFWm71jjPzzmsJLg5tL+iWV92zmnOO0nbe1az068Ib3O/MHXeH+MtScVOlDADOTC63+s0NsyzL3mJbbFd0qrmcPxQYhvAq/vZ3xYDR+V7sfnzl4sILtwK52J7v/Mx02vC9x6/vDzaS031nbxQ2MT0zt+Tv234boLV19iMUbUchm0Ji8lX0DG9q+X244VdH3xqvGmz4oGMxN/4KUjOjSEy/hs6+NVWvH5/cA8vUEYq2I9Y9GHhbpd+fVEXBmoO24OWnfoeJV7ajf/3hULVw3cdtWsILyfwiIQVdsRD6uyI4ZF0nQqqCVNYIVKrppoXZRA5zqQKAJAD7F7ViqGafdkS1lmwpWih3gUA4HEY+n8fU1BQMw4Cq1n4IuAFaLBar+z4jkQg0TYOu60gkEujrm7/ikIiIaH/mbV+soyrMfuLa+DMW7xf3kiowTVUQ1nwzt3xbJmVJcgbkV257TGQKxbZI3+wzd2vicjKtxqugJF9lClD+x9xWcIerF4O+4Lwpu2qjOK/I9M0v8rOEgGUIrJK8b59XrNhyWnYVf5jhtPIqEjTnibWm2jPtFGcboeSUmnjtiW644YRahreV1H5cGpZ/Q6mwZ9355jRZq6H8cT/gtnX6w05ZLm6gVBXZ2VIpeX+EkL1KEsAUVnF2mWXBCFTv+Sq4nNcLulGzLXR/4A+3JF/Y7D7WVKe93n0Muj8Xw5rzs1FxZ04qXqjlLrLwjwTQDWeepPu4NE1ncYIobns1DKQy/sUYxfZ1IYqBZLVPVyadXMoPHYD9OECTJAk9Q5swvutpzI7tbHmAJoTwArTuoY3e+eFoO/rXH4bJ3Tsw+sJj6OgdqRokzYy+BADoGT5wQWGTaQl0DGxApL0HudQsJl/ZjjUHHwtZllryjSJXMJErZDE+W6zmkiUgHFLRHlVxwFA7nn/6YWx/6s84/W3vAUKdmEvlYZgCs0l7I6hLkaXAPLXu9jBiEXXRQjW3Am1gYADT09PIZrOYmJjAmjXVA0yguQo0SZLQ1dWFqakpxONxBmhERLRf8Q+fny8Ac091w2z49xUJCARf2gKrwtwnVbmChbxuIF8wkTcsZHI64in7+N0n6IY3bH5lPvvyhj1L7nyt8llodmVNYxsf5xtIH3gSXDKbqfhkSMAU/pbH8vtwQw9aWu5Qdu+JtFIMMjRnE6HqC7X8AYf7dWfPsQoGnKZhV+74FzT4FzvkCoYXdLgtsO72QlbzLL9iFZEUqORy27lVRYLmtXfbw+bdVMV9jFvCcoIs5+vCclpV3a8DJ/SyZ0Yu3SKClcj91h2onnMqav1VWyFNQSRkB1thTfHNmZShKgoU2S66Kc7ptCueDd+pO1PSrqx02kctgVzeQDon4G9N97bBeuHWcn+klsd+G6ABdhvn+K6nkZx+DYaeb6haq5pceg75TBySbLdv+g1tPArTr72IbGoWs2M70TtyYNn19XwGyelRAKj49mokScLwgVuw66nfYnLPDgwccATUUKT8cs7pfF/37l8FqgVwlgCyeQPZvIHJuRxefPElmKaBvzyzA+sOOQbRkIpIyP6BawqBfMFEKqvDtASmE3lMJ4qhmqpIvkAthDYNuO3W/8SGDRtw1llnLfhjUIkboEWjUQwNDWHXrl0YHx+fN0BLp+3NpI0EaIA9B80N0IiIiFYrd/ZWxdZI3ULeN0jfa5M0Gq+0kmWppCrMDsTctg/vSZwkAZLwZgTphvBaIA3TQiJjePO2TPfJm1i+Nht7w5k7T0wJBF6SF3gVp5sHhkCLYCVFJZYArAaGaktOC5Pizm2SJa+0zG6ZKT5pMp1ZTZXuwa3uYdXX4nIr9CqFWe75xbY0p60RklPFVRwq74UbgSqdYMuiblrI6QKW0H1hSHHA+/76JHqlcbcn+kMur6rPV1WkOpVcLm8Ol1PJabgD5y0By7SDFruNsbiwQzcsCGEsaMPrvqrSPDzFCZM11f54h1QZUU1BKKQWQy5NhiLZW3Itty3YEtB1E7pZDLMMw4JuFTcHuwtULEsgZxrI5Mp/nlnOJ2R//Zwslf06QIu29yAS60YuPYf4xG70rT2kZbftbt/s6FtbNsxfDUUwtHEzRl98HKMvPY7uwQ2QFSVwmdmxXQAEYl0DCLd11nXfXQPrEe3oRTY5g4lXnsGaQ44vu8xCH1hlWzlgh2qqIgMQ0M3gD06jYAdV6fgkDFN42zwrUZ2eZsv5C7VhCkzFc5hy5rHNjb+C0dFRTE3PYv3hr/fCtWhIqbtSzW3hjEaj6O3txa5duzA2Njbv9ZqpQAOAzk77c8cAjYiIVgq31amg25VW+jxVYXYY1fiv5P7WEHveTHGYMpwnIMIqDmK3KxHsNpxMXkcqu/TtNrIUHA6uOsftBhSKYj8Jcius3F+XvMobX9jlPgFyZyW5IVPBMFp2rF7FWUnVmbAs37FV//3Pbb8xOOerpdwh1+7GUUV2vm7c2VuSryUN/hZZO+iy4Dw23M2JXoVWsTVNNyzkLTNQIcJQa+UKDpr3z4IqVhcVFxAAgOR8DdiPT/v7o129ZW+bdQfOF1sXdUOgME/r2/7AP+jf/3G3P9YKNFWCpihQVRmaLEH2fj454RgAIcHbWllahWz6vp+7j8eCYSFXMMtC5v3587Cv2a8DNADoGd6E0Zcex+z4rpYFaP72zZ6hDRUvM7D+CEzteQ56Lo2pV5/D4IYjA2/32jdLlgcshCRJGD7oGOx84n5M7XkOwwcdA1lW5r/iAtmloMG/KsvOvAp/gCaEqBl0GZaAYVX/TS0dnwAA6IU8nt8z592WqkrojoXR2xHx2kCj4dpfym4FWiQSwfDwMICFLRJoNkBzFwkwQCMiolZz54XVCr4KFbZMNjP7xz+I3X8ctWZheYERFn/2l93qAsi+IeGqKnl/tFO96gzZN0jffnJTGnQVdNNuczEtZPOtGeBfSvK/UCw8q4v7x87ib1R8qtYICfBt2rS/hhRfC1WlKkGvckcEK7nsNlV7w6IpALNgAUvw9U+t4VbvuXO33GDLDblKvw+WBeemvXjCNIt/DPAvqbAsC6YJCGHy0Ypi0OUugHD/SCFLKPmji28DLoqzEb2ZeL6PdWmwZW8CtqAbbqil82O/CNyn/rJvlav/DwNeNFAaEfhCRuELH1fitIT9PkDrHtqI0ZceR2pmDHo+Cy0cbfo2c6k55DMJSLKMzv71FS8jKyqGD9yCPTu2YXzXU+hdczBUza5UyyZnkEvNQpJkdFcJ4ObT2bcWkCRYlgGjkEco0lgAtFCWAArZLITz27Nl6Mil4+jo7Hb+qibV3cqRnptwXhIwjYLXYmsYwUo1wP6GGwur6GjT0NsRQX93FJ1txUUFpS2cgB2gzRfyNRug9fb2AgBefvllFAoFhEKhea5BRET7IyHsv1znCwZyuol83rRPnX/2fDDLC3Tcv4Iv/XHC+1m/WNwnqZpqV+uozuwlWQYUX+JV2t5omm7bmeVUeFkwLQPWCs4tRNkLVA8p8ARNChTguV+mbrvifF+2AoCwYG/cBMC1myubN6/NN4vLbeuWnGpMf9TvPUcpaYc2LTvsEu6mRefTb1gWdH4JVORWVvpbgwOVsJAgSQICxZZhAIEKSTdottzgxP0ezsdf09zvg24w6Z4b+ION78XSn0PFIGth3zv93MuaFXtJ940fdPt9gBZu60BbZz8yiSnMje/CwAFHNH2bbvtmZ99aKKpW9XK9aw7C5O4dyKXnMLHraa/Vcmb0Zfv6A+sanssmSRJULQyjkIOh5xY9QAMAPZ8NvJ6JTyDa3u3+abR4bHD+kge7Cq0SyzSQSc4UXzfy0KJRSIC3LjhweavYLvradMY7X5ElREIKXh2fBQDkDAlyqB2yLCOXyyGRSHhVYpU0G6Addthh6O7uxtzcHO6//36cffbZDd0OERGtHG6boeFr63DbOdxZJnmvAsyea6L7BtGX/lV8udqtyqso6v9luRrvyVXJIHmXfR/uX5mdKh44M7ZMAcM0kSu4T6A4UYsq84dkq+3JWaU/366u92BhFF/rXPF7gq8SxUc4T7rdWXvuwgmvjdV5SuE+szCc7xV5fouoSfaC5mKrMFASnsD/eBJwH1KVviaFcCorS57jUbmyKmP/IHIpeNqqj2Tgc7cP/5VGQvFreynt9wEaYC8TyCSmMNuCAE0IgbkJu33Tv32zEkmSMXLwcdj55P2Y3PMs+tcfDi0UxezYTgBAbwPtm36qFoFRyMEs5Oa/cAvohUzg9fTcJPrWHlp2OQFUbYNw1+Cm41OBXhC9kIdeoYItGlIQDimAAHSn3cKwir/8m5ZAOmcgk7HDvdE5HflnpxCKdiKXnsP/PPg01m04CNGwijbnXzTinIYVL0CLxWKNfEigaRrOPfdc/OhHP8LDDz+Mo48+et7FBUQ0P9M08eSTT+Kwww5r+PFJ+y73yZe3Ucp36g+6/FvgioFYcVivYZjeEG3/AN+lVpzHVRxaLJU8A7IHgqM4K2kBKdhiVpM1Osy+Hv4nJpz5RK1QMkKurDqjlV9mK+lL1r9l0T9PT3LLWLzKFPuD4J/vVHy59mIJql9JvtIw78PPb5RLriy/EhXeuEifluIMOPs192X394hK50kA4BS6uC2yUsn3RPeQK1X5Frctu5fxzYAr+SOd+/uHP+ir50NhV6HX8xFpDQZoAHqGNuK15x9FJj6JfDaFcLS94dvKpWZ97Zvr5r18Z/9axLqHkJ4bx9hLT6B7aCOMQhaKFkZHX3NBixqKAGnA0PPzX7gFjLwd1EmyDGFZSMcn674N9wFVbN+0mXqh4uWzBRPZQrDENxJS0NkWgqJIMA0LOd2EadjXV1S7oi/a0WMvj5idRrRnbZVjEUil7C2cL7yWwUx+Jhi0hVVoqjzv+3TwwQdj8+bN+Mtf/oJf/OIX+OhHPwpZnv96RFTdn/70J9x333148cUX8b73vW+5D4caMF8Vl+kf1GsFh/b62/SCoVcxJFsJ3CfjbmuLNxw8MECs/BfK0iei7mwde4TSynjf6lVpdhrQ3NawffgP61SitPWo5CFkn7bg66C0kG2lfWkV2+Sksm8lQPAJK1D5+0kldkXRyvneSbZFzleoxbzWSUmCBFEWVAEof73sBhD8mej+juC+7A+rAKDGY9wLucoqdPkV1QwGaAC0cBvae4aRmh3D3PhODG08quHbcpcHdPatq9m+6ZIkCWsOOQ4vPPI/mBl9Gbm0PWy+Z3hT04P/vZlhS1yB1tG7BompV5HPJGAUcnaQVyd3gYCrnhAwVzCRKwTbSd3rD/V1oLevDan+QcyO7UQ2NVv1dixThxB21dt02sJsLl52GU2VvTCtvIJNRUiVIUkSzjrrLLz44osYGxvDn/70J5x44okLfn+IqNyzzz4LAHjuueeQzWYRjTY/v5KCvCqukkqtYgtilVArUPVV3FJV+vb94Q/h7u+sZuCX19a945VChFZzN8HZTwSceTaAN8Nmofe9FLPTaHmVVm/5NfupLw1LV/JXUnHuULByw2tPROMfj+LCiJX8EaCVLvBYFcUz/Q/fYsAjoTjNLGi+7b77m2LIVfrzfv/8CPm/hoqVbnBm5knewhZ3hp67mTa4MdWebaiq9uZUVZad7akyNFVBNptc8veLAZqjZ3gjUrNjmB3b1XCAJoTArDP/rJ7h/7GuAXQNHoD4xG5kElMAgN6RAxs6Bj83uDL0JQrQnBlokfZu5DNJ5DNxpONT6BqYvxLPTwjhVa+Foh0oZJMwm6yicyvY5rICuekMLK0DAJBPzaIrpkFVZAhLIJM3kNPt0Mwo2Pcpyypkxa42U2XJmblgP1nUDQtxo4B4unKFnCJLdrgWUXH4lhPxxJ9+g/vvvx8j6w/E0EAfIiGl5hIDIiqXTqexZ88eAPYmq+3bt+P4449v6jZnZmbQ0dEBTZv/Dx8rSXFwejHU8gdX84da5eGWPxhbaqW/z++LykKGJp581LpeoOqtZL6KuwluIYojbha3HZOWTqWqpVYoK3JYyHGUHMy+kLEWAzImC1RZrZlkHi+xkpw29WBpZLHysva8skoqPlZLr88S31XNDfJlWfZmkkoSoLgbTd2N1JJkbxyWi0s53CBL9S3psLdZy1AUuRiCwWkxLpmp546RML3OAud3UN8fZS2rOBbD9C32sCx3C3Zws61/43HxZSCTZoC2bLoGN+DVZx9GLjWLXGoOkfbuum8jm5pFIZuEJCsLat/0GznoOMQn9wBCIBzrQrSjr+77L6V4FWhL1MLpVH1poShi3QNOgDZRd4CWS8/BMnTIioqO3mFM70021YYqhChv4Wzvse8rk8BMIgNFCT5pVmQJkmVfRw3Z19ENq2yMcXvUrTRTIEn2k5Js3kQmbyCv27NzUlkdqawO0b4Ose5BpOcmcPt//QKbtpzhBWzVKtiiIdXZYkr7MtM0oSjNVZzuT1588cXA63/5y1+aDtBuv/12TE1N4T3veQ8OOqi5+ZN+wvnBX2neViDoqhFqGYblhV+6c57lBFz72q+1jbw/gdkdvpk9wTCuOBesFU/Qmwn65gsZijNL7HsJtGPVcT9W8Vk8UcBCviq8VqQK12vVl1W9gRvRvqK+mWTL/yApbaGuhj9yivzt1rKzRdp9WXEqsPyBlSxLdlDlD7wAr2xLhuT9PuMOQ/D/FmhZAhbs2aOWcMdcFMdlWJZvA637u6np24QamGdY0iKKlfu5XY4/9jJAc6jOzLHE1KuYHd+FkfZj6r6NhW7frCQS60T/usMxtWcH+tce2pKqpOWqQFPDUcQUFTOvvYhMA3PQ3PlnbV393vvQTAWaG54BgKKFAABaOAo1ZC9ZyKXmEOsaCF7HEsjmss51qregprIGUlkjcF40JKOjLYQ10TZEIwpUSUbBEMjrBjrfdBp+f+9PkZjai/jEK+ge2oh0zkA6Z1S5B3umW5tTxVY6g60trEJROE9tNXvkkUfwP//zPzjmmGNw9tlnIxQKLfchrXjPP/88AGDLli148sknsWvXLiQSCXR2djZ0e6NjY3j11VchyzLau3oRT+cD4ZZ/e6LuVHsZph1sBaq3/H9Js+xtwSv1F45m+EMq9xlwK365CmxpkyXIXvtT8a+NloD9OTGLd+bOA1nKv5bXuodm2yqLM0v2wS8eWjVYQEW0eMoD6spbSStZjlBjtRajlf5ByntZCG8TrARAVJjPKcH5+Dq/h0AEQyv/YHzv9yDnDf4ZhIYlAGdc9yr78FEVDNB8eoY32gHa2E4MH7ilrhBLCOHNP6unfdNv7aEnoHfkQEQ7ehu6fikvQFuiCjQ3QNNCUaixbgBAJj4NYVmQ6hia7wZosa5BL/BqpgLNbd+UZTUwVy7a3oPkzCiyydmyAA0ozo5zK9AWKluwkC3kMBWvFFxGMLhxM8Z3PoVXn3sE7b1roGqh4tYTBOfLAO5MNxMzycofA1mG0wdu94KHVBlhTUFYUxAJKVBVGYokQXLKdIunCLzurhb3/4WE7aWLy7IsPPjggxBC4PHHH8fu3btx/vnnY2RkZLkPbUWxLLtCS9ctZAs6XnAq0NYfeCReG5/C5Nhe/OqBP+HAI44tG0Qf+MubWx7u+2ubEMCrz/4JANDZvx5/fG4OwNyyva8LIXuzIoJzItzwyQuhpOJfOf2/8BX/+mh/bIvl9b5w0Kz+a155YBUkSfBmVsju9ia3hdA3V630PvaVTW2r/z0gIqLFVB5QM61eDJX/ICVKTonqwwDNp7N/PSRZQSGbRDY5jbbO/gVfN5ucabh90yVJEto6m2/ddKna0lageS2c4ShC0Q4oagimUUA2NVvX+5Wes6vW2rsHoTu32VSAZtjXdcM4V7Sj1w7QUjOVr+fcp1qjAq0RQxuPwtz4LuQzCYy++GesP+JNvgGc9X8ztywgb1nI6xaA6pVsjZCAqsGa4p2i5PX5znd68H2ve+XNkv/+ap/v/4vSavX8888jmUwiGo1CVVVMT0/ju9/9Lv76r/8ab3rTm1bM++eWdxerqyxvXoFXbeXMBNR9AYwbxriBljf7wFel5YY5wm2vQ7BlrVRy+jXohQLUUBR7EirC3euAsb148YVnofQeXPf7Zho6ZkZfBgD0rTt0Qdex/6JpPyb85fn+AKts+KkiO6X6vmDLu47sC70QKOcvDcPc+WQF3UTBsIqnhomCXjzN5g3v9Vph2HzcFgMvCEPx81Mt8BKicss7ERE1zz/XsHgGgr9CVhh0x7iAiKh5DNB8FFVD18A6zI2/gtmxXXUFaHMTzvbN/vrbNxeLWzm1FFs4TUOHZRrO/UbtMLBrAMnpvUjPTSw4QCvkMijkUgDs66fmxu3bb0EFWmmAFnHnoCVnK17Pq0DT6qtAm4+sKFh3+Jvw0p9/iem9z6N35EDEugfnvZ5lmZgb24VCLo2hjZvrquprlIDzJBnF8uOVZEGBmyRh4rWdGN/zIvpH1mPdAQcjFInUrMar9/xGq/cee+wxAMCxxx6Lk08+Gb/4xS/w7LPP4pe//CVeeuklvPOd70R7e3sgsHBbAwOtgpYVGMJZ2krovlw2WL4k2CpWJYnAoM6V9Et3fOpVAPb3WlmS0DO0Aa8+9zCyyRkYuQRiHT3Fz7/7+VHsU8ULs+xAS1Vk7HrhGVimjs6ubvz1yVucwEuGLPsqvHwBWauCWyHcIamWF4DlC4YTipUEYk5Qpjsto43yKl39A+Xn+fxaQsAyVtJXAO3LvHYbAJAlSG77jBB2i40oqR1oYHg20WpXNjuu0hc/HxArUq1NtQENzL0koqXBAK1E99AmzI2/grnxXVhzyPELeqJkt2/ucq6/cXEPsA5u5ZSp5yGEBUlavMDFrT6TFdULEGNugBafxACOWNDtpON2+2a0oweKqnnhVTMVaEbJAgFXtMMO0LKpWQinFz5wPbcCLdTaCjQA6OgdRu/IQZgZfQl7dvwRh77x3EB7qZ9p6Jje+wImd2+Hns8AAGJd/ejoW9Py46pGluzNLKosQ1VlhJxW0ZBmt4sqigQJdogEyQ1giu1awdPi+cXNKsHzq12+lCXsYZnVfsUQloXXXngMk3t2AADG9+7E9j//Hl0D69EzchA6e9csahAZGG4OOPMu7FfymaQ3DD+pDOO3T0+i/YA34AC5G3uefQQvvfQS/n/f+CY2HHkyOvrXLtoxLhZvA6CE8gotb3Cqb8uPIjtfX3a4FVLsrzXN/aco0FQJNzx6JwDgraccj8MP3wQAyL12MF544QX0yjM4/Q1b6jrOB++1vzbe+IbXY6inLbDZx7/pxzQsFESwSs6y7FZGy7Kr7/K66VWE5Q0Thi6gm6ZXjWeaIhBWLrXgvA5qNf8To0q/OdQ1M3qVaPU2x0CnTVnl5D70gSNaobzfVXwzoby5lxDFdXt+JfO4VuIf31YK/gwmWv0YoJXo7F8LWdWg5zNIz42jvWd43uvY7Zspp31z5TzR9VdOmXphUYIgl7dAIBT1zot123PF0nUsEijOP7Ov674PzVWgua2YJRVobV2QJBmWaaCQTSHc1hF4u1uBprS4As215pDjkZjai1x6DhOvPIPhTUeX3f/knmcxtefZwCIEAMhnkwge7eKyBGAZAjpMoGAC8zRn2euN4avckX1taMGqMU2VA5Vj/l/a3F/U3NXdliWcwCL4cnGDjGUHHgBymTR2/Pl+JGbsKsaBtQchFZ9GNjXnhOSvQA1F0Du8CX1rDgrMHmxVRUPlWVH2K2O7nwMAdPSOQAm3QzcsAEDvmkPR1jmIXX/5HXKpObz0xK8xsP4IjBxyXNWQtZXcChDAHbbq33AoeSuxJWcjkFQSlHnXdz+PJUNy7V/AYQ9jlezwqWAJQLeKa9olyZuXVfylXCAVn8Xc3BwkWcHedARjT+yFEAJKx1oAL+DhRx+H0XFQYOaF+7KAG4oVPyfpxDRee+01SJKM0XwP7nxo16J/fGnf5X9itL88P9pf3k+ixSC7P2O9n53270H2D1HfH3arPNDc34Pc7z2W87PN/uNOY7zff8qSfs6NIiICVlmAZi5BC5ksK+geOAAzoy9hdmzXggI0b/tm/zooyspo3wQASZa9OWSGnlvcAM03/8xlt8BK0HNpFHIZhCJt896OF6A5LY1ueGWZBizLbChA8Fo41WCAJskyIu3dyCZnkE3NlAdoXgXa4gRoaiiCNYeegN3P/B7jO59Cz9BGhNs6UcimMLF7O6b3vgBh2V/04bYODG7YjExiGtN7n0chm1qUY2oVAdgzrSCcKgJrSe8/NTuOXU8/AKOQg6xo2PC6k9E1eACEEMimZjE7+hJmx3bCKOQwsXsHJnbvQCTWjZ6RA9E7ciC08Pxfq80QloWZ1+zqs7615XO3Iu3dOPT15+K1Fx/D1J5nMblnB5KzY9h41CmIOAs6Fu3Y4KsAESh5wT1d2s+na/wVe1ZZe88Qt4jJRgABAABJREFUUjkBwH5sa10jkGUVuUwSkxNjFZeCVDL1qr3Ns2vwgEX9/khERFTK8groGU4REa0WqypAu/BtG9HWHkNHh4X2TgvtHRbaO03ntPh6R4eFWIeFjk7TObUQjogFrwfuGd6EmdGXMDexC92DByDWM1Q1uBFCePPPehrcvrmY1FDEDtAKeSC2ePdj+DZwuhRVQ7S9G9nULDLxSYQitT8+pqEjm7LnkXkBmhqCW7Vi6nnIDQQbhrdEoDwIi7b32AFachbdg8HjM3V3BtriPbHuGd6E2dGXkJwZxe7tDyEUacfs+E4vwYh29GFo42Z0Da6HJMkwDbvyq5BLL9oxrWZCCEzu3oHXXnwMEAKRWDc2bTkN4bZOAM6ijo5etHX0Ys3BxyM58xpmRl9GfHI3cuk5jL74Z4zvfApHnPSuQBjcavHJPTAKOaihKLoG1le8jKwoWHfYG9DRtwa7n/kDcqlZPP/w3Tj8xHcuKIzeFyWc+WddJYtaFEVD1+B6zI7txOzYzgUFaKahY3ZsJwCgf4HLA4iIiIiIaP/VUIB2ww034F//9V8xOjqK173udbjuuutwyimnzHu9P/zhDzj11FOxefNmPPHEE43cNTIpBZmUgvHR+q6nqsIO29ygrcNCe4fv9U7f6+0bICttMPUMXnr8V5BVDZ19a9E1sN5ZElCsZHLbN2VZXZFzilQtjDwWf5GAW4GmloQObd0DyKZmkY5PonuegDGTmAKEgBaJIRSx0z5JkqBoIZh6Hoaeb6gyqNoSAQCIdPQAo/CCOz+jsLgVaID9/q07/E149o93Ij03gTTsCrz23hEMbdyM9p7hwGy2ULQdAFZ8BdpyMA0de7Y/VAy0hzdh3RFvqloVKskyOvvXobN/HQy9gPjELoy9/CT0fBap2TH0DG9atGOd2mu3b/atOXjeGWxd/etw+Jvejhcf+yXymQRSM6PoXXPQoh3bSmUUct6G3s6B8k3HPcObMDu2E3Pju7D2kBPm/bjOjr0MyzQQbutCrHtoUY6ZiGil8C9tJCIiosbUHaDdeuut+NSnPoUbbrgBJ598Mr797W/jnHPOwfbt23HAAQdUvV48HsdFF12Et7zlLRgfH2/oYG+8dTdMoxuppIxUQnZOFe/1ZFJBOikjmZCdU/t1w5BgGBLmZlTMzSzsvkZG/jdOOOERHHbY82hvT2NufBfmxnfBsmTMzK1HPHUg8sYmrBkcRXc7UBAH4JknOgJhXLRt4VVvi0Vx2pIMfZEDtAoVaAAQ6xrE9KvPe8sBaimdf+ZStTBMPd/wHDQ3QFPV8gAt2m7PvSrdxCksy5s7tpgVaIDdnrn20BOw97lH0DmwHkMbX1d1A6wbLNqbSsmVS8ex86nfIp+OA5KEtYe+Hv3rDlvwtkRVC6Fv7aHIpeKY3LMD6bmJRQvQ7BBsDADQt/aQBV1HC7eho28N8plExbB3f5CYfg2AQKS9B6FIe9nbO3rXQNHCMAo5JGfH0FljyYYQAtNO+2bf2kNaslWTiGglY3hGRETUvLoDtGuvvRYf/vCH8ZGPfAQAcN111+Hee+/FjTfeiK1bt1a93iWXXIIPfOADUBQFd9xxR0MH29VtoS1We3h5KSGAXFYKhG1uwJZKKl4Ql0z4wrikjHhyEL/4xTvw3/8tsHbtqzj88Odw2GHPYWBgCv29r6C/9xUAv4Fp2lUOP7/1eGzfPhK4b1kRxUo3J1jr6LQQ6zCdU8tpN7Vf94dvFYqlGuJtsSw0PoR/IYwqFWhuGJZNzMAyTchK9RlmpfPPXIq3ibNQdp2FMGu1cDqbOAu5FEyj4FUX+rd+Vqpca7X+dYehb+2h8z6RdyvQjEIOlmlAVlZVF/aimBt/Bbu3/wGWaUALR7HxqFPLvoYWKtY9YAdodSy+qNf03hcAAB19a73P50JE2+2v1dz+GqBN7QFQ3r7pkmQZ3UMbMP3q85gd21kzQMskppFNzUKS5f2ymo+IiIiIiOpX17PvQqGAxx57DJ///OcD55955pl46KGHql7v5ptvxksvvYQf/vCH+PKXv9zYkTZIkoBom0C0zcTAUH1bCEwDSKedarfEkUglNyOZSMDK74Im70I0NApFsaDrIcjh9ThgU8EO4pIy9IIMy5SQmFOQmKt/8H04UtJaWjrnrXQGnPP2tpgFf+eSutQVaCUBWijaDjUUgVHIIZOcRnuVYEMIC+n4FACUXcbdntloBZpRo4VT1cLQwm3Q8xlkk7No7xlyrlPcwClJtVvBWmUhVTCqFoasarAMHYVcatEHyi+G0ZeegJ7PYP0RJzZd+ZOcGcOupx8AYA+W37D5r5qaXdbmBr6pWZiGDkVt7VIQyzIx7SwPqHfuVqS92zm2uZYe02ogLAuJqdcAVG7fdPUMb8L0q88jPrEb1uFvrBowT++1q8+6BzcGthUTERERERFVU1eANjU1BdM0MTQUnBczNDSEsbGxitd54YUX8PnPfx4PPvggVHVhd5fP55HPF8OSRCJRz2G2jKICnV0WOrssAIZzrgbgEACHQC9kkZweRSTWhdefMxW4bj4vBdpMi1VvwdeTSRnppOJUwMlIp2QIISGfk5HPyZiusxBGlgVi7Za3POHoo/bgqCOBZ58SeOCBnopLF9zXw+HGC/zdCrTSFk5JkhDrGkB8cg8y8cmqAVo2NQfL1CErmhcUuIoVaA22cBruFs7KT5SjHT12gJbyBWju/LNFbt9sRCjSjlxqFoVsetUFaJZlYnznUwCAoY2bveH+jUrN2t93OvvWYtOW0+edezWfUCQGLRKDnksjk5hGR+/8W3jrEZ/YDdOZ5dfZV9/MRPdzbRSyzgKCxr82hRCIT7yCaEdf2fbZlSg1Nw7L1KFqkartzYDdMu5+/hJTr6J7aGPZZQy9gLmxXQCAPi4PICIiIiKiBWqo/6u0akQIUbGSxDRNfOADH8DVV1+NQw9d+BOVrVu34uqrr27k0JaUFoqid+TAim8LhwXCAyb6BkwAC287tSwgk5K9VtLS1lP/zLeU24bqvJ7PybAsCcmEgmRCwdheIKp146gjgfiMjtv+o3ue98cO1bz2Ut8WU7vdtPi6P3hrazO8JQWlLZwAvAAtPTcJVNkjUJx/1l9W8eVWiDQ+A80Nwyq3Ykbbe5GY2otscsZ3Hef9WcQFAo0KRZ0AbRXOQfMvP9DzmaYDND2fAQC0dfU3HZ65Yl0DmMulkY5PtDxAm3LmbvUuYHlAKUXVEIq2o5BNIZuaa+rYUrNj2PX076CGIjjsjW9f1I2jrZCYtLdvdvavrVm1KEkSeoY3YWLXXzA7trNigDY79jIsy0Ak1r2gbZ1ERERERERAnQFaf38/FEUpqzabmJgoq0oDgGQyiUcffRSPP/44Lr/8cgCAZVkQQkBVVfzyl7/EGWecUXa9K6+8EldccYX3eiKRwPr16+s51FVLlmFXh3VadV9XLyAQqKWSMnJJO7xbuz6Bt50f96rd3GUL7uUtU4JekDE7LWN2ur777ehI4O/+DrAsCZ+79EC0d4hAm2lf3yas6fkz5iYn8dRjYXR0Ci+Ai0TtRQvV5p8BzVWgCcuCZdrVg0qFJQKAs4kTwdlShr6yK9CA1bmJM59Nei+7bb/NMLzW4fq3s1YT6xrA3PguZOZaOwctl44jPTcOQFrw8oBS0fYeFLIp5FKzTQVo7jZLo5DD7md+jwOP/esVO0hfCIH4lBOg1WjfdLkBWmJqLww9H2jR5PIAIiIiIiJqVF0BWigUwvHHH4/77rsP73rXu7zz77vvPvzN3/xN2eU7Ozvx9NNPB8674YYbcP/99+OnP/0pNm2qvOUuHA4jHF55lT8rnRYCevpM9PQVZ71lEgLPPwx0dKTx/3268gpSIYBsRgosVUgliltMk/5qt0SwMi6bkdHebgc5qVQ7Xn6+PHBS1XZceaUMRcni374Uxexsj+9tArEOCx/98Aza24Hbf3IYcvpAoNqtp7MTMQWYm9Yhv6J54dtCOoINY/5lAO5w9mxqDkJYkCS5WFG3IivQVu8mzkLGH6Blmr499zZaGqA5IW46Plm1urYR7tytzv613jbVekXaexCf3NP0Js5sspiSJ2dGMfHKMxjauLmp21ws+UwChWwSkiSjo7f6YgBXtL0HkfZu5FJziE/sDoSVmfgkcuk5SLKCnhEuDyAiIiIiooWru4XziiuuwIUXXogTTjgBJ554Ir7zne9g9+7duPTSSwHY1WN79+7FD37wA8iyjM2bg0/KBgcHEYlEys6nxeEGQEYhXzUMkCSgLSbQFjMwWGdRi2EAk3v2YvwloKs3jC/+65gdusUVX9AmI5EcQk/3KI4+dieefKIDqYQCw5BgGBJgpdDenoBlSbj/3oOg68Gg68gjB/G+9wE7nxf4pyuLFSiRaIWtpiVLFzraC2gDACmEibEQOjpNRNvsqjdXuK0DkqxAWCbymSQisa5VUoGWXuYjqV+rK9D0QuXlFc2ItvdAllWYRgH5TLwlc+Ys08DMay8BqH95QPDY7GPJNblIIOO0K/eMHIjZ0Zcx+tLjaO8ZWpEtjQmn+qy9Z2jBSx16hjdh9MXHMTu2MxCgTTkhZs/Qxqot3URERERERJXUHaBdcMEFmJ6exjXXXIPR0VFs3rwZd999NzZssIdbjY6OYvfu3S0/UGqMGwAJYcEy9aptjA3fvgqEQnaQ09EdxoHHVA5F9j7fjcndo3jvB57Hp6/pgRBALishlZQxO7oTmSkASj/+v7+LI52QkfRVu0U0e4tpR0cGsXYT6ZT9ei4rI5eVMTle/ct43bocPvIRYHamDV96r90GLCvC2VxaDNpOPXkAXR1j+NV/5WGpnRjqNhGWganJGAxF82bCrYTn3KGoE6Ctxgq0bOsq0IRleZWCraxAk2QZbV19SM2OIz032ZIAbW7iFZhGAVokho6++auoqok41ZK59FzD1XFGIQc9Zz9m1x32BgjLwtz4Lux6+nc47I1vX3HBUtydfzaw8Db+7iE7QEvNjqGQyyAUaYOh5zE3/goALg8gIiIiIqL6NbRE4LLLLsNll11W8W233HJLzet+6Utfwpe+9KVG7pYaICsqZEWFZRowCvmWB2gAoOfddsfqVUCxrkFMYoc360ySgGibQLTNRH52FBkAg+v6cdxh5aFQJpnG838CBodT+NE9u2GaQDpVnOPm32LqzYBzKt/a2+L2MeoRaCELesGe95aYU5CYU7z7WDuwBscfP4adz6Xw61/34cILTRx0EHDbf4zgqaeKVW/hiOXbYuoEcP7XO4uve0sYOiy0tVto0Yx7rwLNKORgmvr/n737DpOsrvPF//6eWLmqc08OgEgSQZQkgiJBQVcxuyJ6XVcRdYV1DXfdJaxXzPLbZVG5CuruKsiqiOJFRZBFGQnKAAISBwZmejpWPDl8f3+cOqcrdld17unP63l4hq46depUT9fM9Ls/AaLYWVXOSmDVLRGYXwVaWH3GmBDNyVsoyexgEKAVx+c8r6xW/dytuX8hqPE0mCDA91zYRmVOGzTD6jM1kYYoKdh0yHHQSxOwjQqee/QubD3i5BUzG8x1LGjF4M+MTP/s889CajyFZHYAWnEchdFnMLjlUEyNPAXue4ilembc5EkIIYQQQgghrcwpQCOriyTHYHsVuI4JFd1/wz0bx559DlUyF7SGGZUCPNepa8WqVEO1VK51+5hUs0SAcw5RZMhkfWSyPtbNcm1TI/uw+2Fg+wuBG257FpbFmua4VUoC4ASh1OFH7oGNCvr6g6BHjQdtn5WyAM4ZLDPYdjrZ5Xx5xjiSKb95i2m6vg11OoCbro5TVd7w+VAgSDJ814FjaBCrbX0rHed8QSvQwsdLanzBA59E9WtRW4BFAkYlD604DjCGvvUHzutcTBAQS+ZglKdgVPJzCtDC+WfxdB+AYLnG1iNegSfuvQXFsd2Y3PM4+jcePK/rXCjlyT0A54glc1CrlZed6lm3HVpxHPl9T2Ng8yGYfP4JAEEL7UoJCAkhhBBCCJkJa/NB479m241qajwbAw8e3epcDGi+m7U8V8vrih7L6s/X9npqTsA4GJ8+TYuHB6fn07dxZ+njLArQ1gBRUQGzErW7LbRoE6LSfl6YrCYgx5JwTA16aQLp3iD68lw7mufUagMnMB2ggfOu21C96iwzUQrOoaoc6oCHvgGv7rhKIY4n7wMGB0bx95eO4+E7K3As4MKLy0hkdsP3AV0TmsO3qAouWLpQqV24UK2Cs8wgfAtuEzG6t+PLBwDISm3QFlS2nXR8DunkOG79OSDI6eZgLuMjmfIhirOff6k4lg7u+/Ufz2NIv2Mt/PyzULJaoWTpRbi2CWmGr+3ZhNVn2f5NC9JqGkv1wChPBVtjBzd3/XijFFSgJdK90W2JTD/WHXg09j5xH/Y8fi+S2UHE0z3tTrFkpts3O68+C+UGt+D5x+6BUZ7C1N4nYOlFCKKEnuHWy2sIIYQQQghZaXibD3jTgU23zHC2To5d+QzbXfLnpABtDQjnoC1WgBa20kmzhAPJ7AAKpgatMB4FaFpxAgCHEku1DRcEUYqG/LtOd22onmsH1zbLXKdwE6dj6XBtE65TbUutfu4EAVHFWLccG3UbTKO203J9G2oYuIXhXLkctJs6toD8pID89OJEbNvQh0MOGccDd7u499727WiJVE2babWyLZ1p03ZaU/kWi/MZfkIwN2H1mazG4VgGuO/Bc505z9yKNnAqCzf/LCQpMaiJLCy9CK00gWwX7YO1fM/F1L6nAcxveUCteCqHPIJqzrnQwwq0TF/d7QObD0FlagSlyT145qH/wQuOfe2ytgdz30d5Mkib5/L5l5QYMr3rUZrcg+cfuwcAkBvauiht7IQQQgghhJD9HwVoa0C0ibNajbXQOq0ESmYHUBh9JmhnqwpnorWrPgtJsgrH0oOKsnjnbWueEwRos33TLEoKlHgKtlGBVhyPKqVEZf6ztWQF6Onz0NPnzX5wjXDRQrnUHK6pPAj2jnzJKOSkhnLD/YYezNnSKyL0ioixke6uWZJ4VO3WartpY5tp2IaaSvuQ2vypYulBgBZL5uB7HjzXhmvpcw7Q3EWsQAOCtmNLL0IvjM85QMuPPgPfdaDEU0j1ztZw3JlokUAl3/VjXceCXZ1DF6+pQAOCsu/Nh52Ix+7+GSy9iD2P3YvNh54w/wueo0phDJ5rQ5RVJLJzm1nWs24bSpN7ovfzQoWYhBBCCCGEkLWHArQ1IKpAcxa+Ao1zDjesQJthiQAwHZLpxfGodW86QGs9/ywkVgM0txqIdcp1rejxs4mnemAbFZSngrSJCeKyVuBML1pwMThcf9/4bhl7HgcOf9EEzn7XWNNjXRfTbaU1SxVqK+Hqli7UhG+uy+C6DMW8iGK++x7QWLx+rlsYwB249VEM9QGjo32IySYE2Hj2KQe5QQmptIdEsruqt6gCbQE3cNZKZgcwtffJaIj9XEwvD1i4uVthtaSll+F7LgSx8z/GjXIQuinx1HRrdA1JiWHzYSfhqT/9ClN7n0S6dxg9w9sX5Lq7VZqotm/2b5jz4oVM/yYIggTfdxFP99LyAEIIIYQQQsicUYC2BoTzm1x74SvQPNeOqjvkWQK0eKoHgiDBc21YehFqPAO9NAGgswo0YHqmWcfX53TWwgkElT3F8edQqQZorQKGlUKJJQEAttm8tRQAJAnI9vjI9nTXcso5YJmsbq6bVhaqFW5iyxlw4W1aJQjbTEOAaQgYH63/4yXzJgNDfcCdt63DgQfqOOCAPL5/tYoHHtgEABBEHlS0peqr26Jqt6jVNLiPV8zq4xYpQKuGunpxEtz3wbpco6qXp6CXJsCYgN71ByzYdUlKDKKswnMsmFoRiYZWzJlMLxDobXtMuncYQ9tehNFdD+K5R/+ARKYfaiIz7+vuVhigzbX6DwBESUZueCum9j6Jgc2HLNSlEUIIIYQQQtYgCtDWgCh8WoQZaGEbnSgpEGaZWM8EAfFMH7TCKLTCOHzPCypoJBmxZG7Gx4rVAKzbNtTGJQIzCUMFUysCwLwGxy82pbqR0Da0BT0vY0AszhGLexgY8gA4HT/W8wCtUj/XrVxT2bahL2jd7R9OQJCC0GtwqAhF8WHbwby3UkFEqSACmL3y7/zzHQwNAZd/Zhue37OlZotpzdy3mjlvtUsYkmkf6bSPRMpHu1xMTWQhSgo814ZRyXcVVAHA1N4nAQDZwU2zhsvdYIwhnupBJb+v6+vSS0GAlkjP/JjhbS9CJT8KrTCKZx76Hxz00tdAEJZuI4WplWDpJTAmIN23fl7n2njwsejf9MK6pQmEEEIIIYQQ0i0K0NaAqAJtEVo4pxcIdBYQJHMDQYBWHIfvBVszktnBWdvb5lyBVl0iIHZQgRa2xjU+50okx4IAzXVMeK4DUVq+VtOQKAKZrI9M1keraV8P3ZGH5wDv/Fsf+VFg7Bngr942ggv++VlYFouCt6bqtlZtqGUBmUwwU61cTsO2BEyOC5gcb/HEM2CMI5mabjMNA7YwgNu+cR0S6rN4+I8FxHMbosq4dMaHorZvOfV9D/nq8oDe9Qd2d1EdiKVyqOT3RRtsO2WUgw2c8czMYRITBGw5/OV47O6fwShP4blH7sLmQ0/sugpvrsLqs2TP0LyH/guiSOEZIYQQQgghZN4oQFsDprdwLnwLZ7RAoMMKm2Q2aNXUiuPw3aC6abb5Z8D0DLNuK9DcDpcIAEFVlyDK8L3gulZyBZokK1F1lG1qiKdyy31JM3IdO2qnVeLTG1cdM5hjpqocquqht7+zRQu+5+HB24OvvS9fU4BpWHVtpzPNfSuXg7ZU0xDAOasGciJG9zY/z0knbceppz6Lv+ws4kc/qo8FJZnXVbPVtp0ODz2ODX02fJ7Ek49vRyqD6P5kykcXY8taCsNeo4tFAp7rwNJLweM7CJSUWBJbDjsJTz9wG/L7doFzji2HvXxJQrTSxHMA5te+SQghhBBCCCELiQK0NWB6C+citHDa3W1CTFa36VlaMXpsGKrNZO4VaJ0vEQha43LRllBRXrkBGhAEHEbFhm1WFjVA8z0P5am9SPUMz7nSzTaCajFJiUGU5OjrxbH1OZ0vfBwTRGRyErI9Loa67PRznJpFC42Vb9VqOJkFX6/bt+/G+k120JZaDtpNXYchPykhP9l87ne+8wmgD/j9747Cb37TfGGJZE3glm7eahp+HFXFVdtQY/Gg6m0umzjD6jNZTXQceGf6N2DrESfj2Yf+B4XRZwDOseXwkxY1RHMdG5XqcpEMBWiEEEIIIYSQFYICtDUgrKTyPbfrrX2zCSvQZtvAWXstaiIDSy8FFUmMRaHaTOZSgeZ7brTgoJMlAkBQmRMGaCu5hRMAlHgaRiUP22i9SGChTDz/F+x94o8Y2noE1h141JzOYVUDNDWeBjC9OTP8+ulWVPmoxue83VKWgVyvj1xv+0ULnivhoTsYkskSrrj2cSixJDgHTINFwVtY+RZWupm6gYO2BfPPdOeF2HaQFQRyRRGmEQRPuiZA1wSMjXR3zaLIkcr4yPUM4D3n/gKubeLKy5NQ42rd3Ld0XRgXVMnp4QKBLme55QY3g73oZDzz4B0ojD0L/hDHliNOWrSZaMWxZwHOEUvmoCbSi/IchBBCCCGEENItCtDWAEGUwZgAzn24jgVlAQO0bivQACCZHYhayRLpvo4CvblUoIXzz8AYBLGzyqlYzRy0ldzCCQBKfOZNnAslHDwfBotzEVagKQ0BmmsZ4Jx3HYK5ll53nsUiSjLiqR4Y5SnoxXEosSQYA+IJjnjCxeBw82PGnvkz9j7JkcwO4JOfswFM94a6LurCtnK5Ydtpi+2n4ceuw+B5DMW8iGI+hXy+B729eTz1iIZdu2av4nzzm+/H4YcDd9y6Bdd8a7h+w2m1DTWaAVdzXyLJkR3YhG1HnoJdD/4WxfHdeObBO7D1RScvSogWLl/oWbd9wc9NCCGEEEIIIXNFAdoawBiDKKtwbQOubUKJJRfs3N1WoAHBzLOpkaei/++ENIcKNDfawKl0HNDE0zUB2kqvQIstzibORmHYaVTycwq7gnNUK9CqFUVhCyHnPjzH6jqstKMAbeG2W7aTzA7AKE9BK4wjN7R1xmM555isfm23Wh4gSUC2x0e2p33VW+vzArbFoiUL5aIIO58FeB5nn7MLI2M9Na2n02FcpRRUunHOMDi4DwDw6MOb8PjjnX/eBIEjmfaRSm/EQQf14eSX/xiliefxPzfehb1Tr0EqLdQsYfCq8+CCAE5ReVev09JL1aCWoZcCNEIIIYQQQsgKQgHaGiEpsSBAW+A5aM4cKtASNTPPkrnZK2eAubVwhkPrO23fBILthqGVX4FWDdAWsQKNcx4FaJ5jwbWNOVV9hW2m4TUzQah+TZpwLL3rz7UbLa9Y3Ao0IPganXj+sY4q8PTSBCytCCaIyA1tWbBrYAxQYxxqzEP/oAfAwchTGYzuAg46eASnvrH9LDTPAyolD7v+OAEAeMffiqhUxlouXWishrMtAb7PUC6KKBdFjDx/KJ5/NoZ3vOMHyGV2YXz0V/je198G1239V4mi+k1z3cJW02gBQ819MHcBAFK96xe9upAQQgghhBBCukEB2hoRLRJY4E2crtV9gBZLZqHEU3BtC6ncUEePCavBfNcB9/2Ohph7UQVa55Vkoigj1TMEvTSJWDLb8eOWw3QF2uIFaK5twPfc6GOjnJ9TsNE4Aw0IqtCCAM1AvMtRV84SV6ABgF6enHWG4NTeoPosN7ilo82v8xHvcJGAKAISmwLAISlxHH6cAKCzqkXbYjXbTKutp+U0pvSzMZD+OQ466Emcf8F/Ysc9b0SxoEZLFrRyELzZloApS8DUxOzPxZiPj31sF7JZ4NpvHodnnt1cE7wFs9walyrU3hd+rMaCRQuEEEIIIYQQspAoQFslGABRCCpRREGAIApg1dsBgCNo8/I5h+dz+H7wa0iqbpRcyAo03/OiOWPdtHAyxnDQMWfC972OK49qwwjXtTraIuhWr03sogINAA446jR4nrPyWzirM9A8x4LnOnPekDkTUyvVfWxU8sj0b+jqHL7vwTGDwEapDdDUBIxKPgrDuhG1Di9BlZIcS0JW43AsA3ppEqme1qGv77nIjwYVVL3rD1j06wqrJc1KcdbW2nCBQCLd29VzKCpHr+qht99ruCeDSv5VeHrnbejreRZvf/t12P7iV0Xhou8Dhs6mt5o2bDkNQjYR5aIQVb/lMruRzZZgGDE89tgL4boitIqI0a6uGJBkPl3dVjPXbbrNtGbJQu2205SPBRwPSQghhBBCCNnP0LcLS4TV/E/tt7mCwKL7OUddIsYxHYAF4Vjwq+v54E53M5TCoMpbwAq0sH2TCULX1TbdVjGFz+G5NjynswAtbOHs9tqYIEASVnZ4BgSvK/yc2GYlqkhaSGH7Zmi2aqdWwgo5QZTqAlOpWj02twBtaZYIAEHgm8gOojj2LLTiWNsArTj+HHzXgRxLItXTYrvAAlMTaTBBhO+7sI0y1ESm7bFGaW4bOGeS6hnG9qNOxdP3/waV/D48vfM32P7iUyGIEgQBSKY4kikXndWYAs/+eQfy+4D1B2zGt368J2olLRWDsC0M2mqDuOktqEHlm+8xuA5DflJCfrL715RI1reZ1rWdNrahZqZbUWNxqnojhBBCCCFkf0cB2hLhNf9TO1bb97obsj1Xi1GB5tYsEJjLYPluibIKz7U7noPmucFxK72SbD6UeApGeQq2oS1qgKbE07CNMox5BGhKPF33dRKGX2E1WTecqHV4aeZkJbMDQYBWaD8HLdwe2bvugCV5PzAmIJbMwShPwqjkZwzQ9PIUACDeZQXabFK5IRxw1Gl46v5bUcmPYuzZRzC8/UVdn8dzbRTGdgMA+jcciGTWR663+0ULpsGmZ7rVVr2FyxdKYRuqULNoQYShBy3huhYsXRgb6e76RZEjla4uUci0nvlWV+1WUxUnL3zhKCGEEEIIIWQRUIC2RkzPQFu4AG0uCwTmQ5JV2EY5qiybTVSB1mUL52qixKoB2iItErD0IgAgN7QFY8/8GaZWhO97EASx83O0mH8G1AZo3VWgea4D33Oq51iar71wW6xWHG/ZLmmbGspTQerSu27x2zdD8VQQoJmVAjDYemmB73kwtQIAIJFZ2AANCD43mw45Ds/++U6M7X4Y/ZsO7jq0Low+C+57iCWzSMyxSo4xIJ7giCdcDHZZAOi6gNZY3Vbzce3CBS1qQQ0+dh0Gz2MoFkQUC52/L0Kx+MyVbu3aUBNJHx2MgiSEEEIIIYQsEArQ1oioAm0BAzQ3bKNbgk2IQPebON05LBFYbaJNnIu0SCCsQEv3rsPE84/Bdx1YWgnxdOfVbrYeBGjhtYbmWoEWHi+I8qLMfWslnu4FEwR4jgVLLyOWrK/2mhoJlgckc0NQE11uRJiHWLXqcKbKQLOSBziHKKuQ1eSiXEduaCtGn3kIZqWAsWcfxvoDj+7q8UtdvddIkoBsj49sjw/AnfX4EOeAZbL61tKo8m262q3SsN20Ugoq3ThnMA0BpiFgYqy7v44FgSMZVbc1h2/TlW7Vyria+xV1aSqfCSGEEEII2Z9QgLZGRBVoHYZPnQgr0CS1s0UA8yVVK8m8jls410IFWhCILEYFGvd9WNVgTk1kEE/1QCuMwajkuwrQogq0RGMF2txmoC3lBs6QIIhIZPqhFcagFcfqAjTOebR9s2/9gUt2TUBQgQYgqEBrI2zfTKR7Fy2cYoxh3QFHYdcDt2Ni918wsOmQjn9/TK0ErTgOgKFn3fZFub7FwhgQi3PE4h76Bz0ATseP9bygZTQK28IFCzXVbq1mvlXKAmwr2HJaLoooF0UA3QXJiuq3nuvWUOnWWBmXSPoQuy+yI4QQQgghZL9AAdoasRgz0KI5VItcgcYQfKMqVwfQ+64NRRKCod0c1eHdwQc8+jU4DgAURYXAgiUMcyGJDKLAIAoCRJFBEhhEUQhuYwycAYxz+NVFD67nw/M4XN+H53O4Hofv+3N+/plMV6BpC35uyygDnEMQJMhqIgrQul0kYBthBVrrFk7XNsF9H6zDfjTXXroFArWS2QFohTHoxfG6oEwrjsE2yhBECdmhzUt6TWEFmqWX4XtutAWzllFe+AUCrWT6NyKR6YdemsDoMw9h48Ev6+hx+Wr1XqZv/ZL/ni4nUQTSmSCoQneLbWFZLGg5LdVsNC3Vz3WrmwNXM/fN9xlsS8CUJWBqorvnZYxXFy3UBnDedNiW9pruS1Vfo6LSogVCCCGEELK6UYC2SggsqPJg4a8INnhOf8zqjhFqj2WAG8/hLwjmgg31xCCJYt25GGv1+OlzND6/wICJxz1MAThg0wAOecFA/fXVXEPjuequL3ruNvfXfMd1h7MbY7sfxfoeGa85tvW8p1pP3u1DA3DSi7dgy5Yt4DwIsyzHm/7P9uo/djxYtg/L8eB6wRBz1wseB8w+1FyRBKiyCFUWkVJkKNX/V2UBsiQgzPp8PwjaTDu4BrN6LYbtwLJ9dJq1RQGaWQFjgCQKUCQBiiwgpkhIqCLiqgRREOD7HI7nw3aC12c7HmzXh+36cFyv+hqnhe2baiIY/t9Ju2Ajzvl0FVtDgCYpapB+cg7XMTsOT6YXCCxdBRoQBGgAmhYJhNVnucEtEMWlnQgvq3FIcgyuY8LUCkhk+puO0UthBdriBmhBFdqL8dT9t2Ly+ccxuOVQKLHUjI/h3I/aX3vXL93suNVOVTlU1UNvv9fV43wfMHTWNNet3YbT2o9NI2g51SoitIqI0S6vWZL5dHVbzVy3mRYuhP/fIhcmhBBCCCFkye13/ywNQpkwfKkPf4Tw/6uVQ4LAIAiAIAgQWfXXaoXRdKjTHB41BVSonl+oCbdaHI+GMKnxHLUfNz7nfPm+j9/+LPj/wzenkUrN/I1tJ7xqNdvm9f3YMDD/880mHg8CE8PobGaWaZp1j2OMQZYYZElAKj570OH5HPaMQZsHqxpGWU7wjWwYSJWN2Vu5RIEF4ZoShGyZpIKBXAyKLEISg1AUAHzO4Xo+dNOFZrowbBeWHQR8YQun51hwHQecy3BcH5oJAM3LFhgASRIQk0XEVRG5lIK4KkWhn8gY/Opz3l95BrsA9PT2YjAXB8wBPA/AKHceoDmWAe57AGPRtUbXwgTIShyOpcMx9S4CtOWpQEtUFwmYWgGuY0OSFXieg8LoMwCA3iVu3wzFUjlU8vtgVJoDNN/3oorBhd7A2Uqqdx1SPcOo5Pdh39MPYvOhJ8x4fGVqHxxLhygpyPRvWvTrW+sEAUimOJIpF0Pru3us44SLFmq3mtbMdau9r+Fjz2NwHYb8pIT8ZPfXnUhObzidDuBqKt9qqt3CQC6d8RCLU9UbIYQQQghZOKsqQDv6BQPoyeUgiQySKEASqr+KAgSB/pU8E0EQEI/HYRgGdF1fkACtUgkqixbiXJ1IJILARNdnn5nFOY+CtlhsbjPaRIEhrkqIq7O/TTjnsF1/hqAt/C8I3Hyfw/M5dMuFbs0+tJwxQJFExBQRMUVCNqkiJouQZQGP7YjBtkwMJjmUVCKoaLM92C2qyjgAx/XhdBDyPf98sFVSTWShyAK2bFqHnQBc28AhGxOIxRLwOYfjBq/JsDyYjgvT8mDaLnxe074ZS7Zs0ZTVaoDWxRy0sAJNWuIKNFmJQ4mnYRtl6MVxZPo3oDi6G77nQomnkcwNLun1hGKpHlTy+1q21pqVAjj3IUpK0xKHxRDOQnvivv+HqZGnMLT1cKiJTNvjw+qznuFtEGi41oomy0Cu10eud/ZK3FqcA6bB6pYq1LaZ1gVwDXPfdC34M0PXgqUL4/u6u2ZR5EjVhm2zVbtlpmfAyUtbTEoIIYQQQlaBVRWgretNIpNZ2m+a9yfJZBKGYUDT5j8vy/f9JQ/QuqlAs20bnPO6xy0mxlhUxTWb2lZS2wnaN5sr3aYr2xzXD7b91VS61RKVBGCZePr5UWQHgoUJshS0cCqSAEkMqimDsKsaeLnBeWdiVIIWTk9M4Pnx4GsmDJDuefAppHvXVV87oMpBuKfKItI5OahmEwXsskfwJICenh4ctCEL2w3CPcP2YFputYpsMlpI0YnlqkADgGRuALZRhlYN0KZGlnd7JDC9SMBosUjAqC4QiC/iAoFGydwAMv0bUJrYg5GndmLrEa9oeZzn2iiM7QYQfP7I/okxIJ7giCc8DAx313LquYBWqQ/XmqrdGpYwhJVxrsPgeQzFgohioftwNhYPq91qlipkGua81YRvYXVcIumjw3GOhBBCCCFklVlVARqZn24quGZjGEYUUC11BVonAVp4jCiKkFdYKUFtKyk6aCX1fT5jVdveTBZGeQq+rVdXKExXmXVCYIAoCGBC8GCvWh0XzkCL1VQQxVM9sI0yzEoemd514KhWmFSr3hqNPBeUjLgsjif2FCGJLArbUtk4xnuyKI4/h5Ti48D1Gfgc8Pzg2k3bg24F7aq1dXTLNQMNAJLZQeRHnoZWHIOll1HJB5Ogetcv3/bIeHU2XasKtChAyyx++2at4QOOQmliDwqjz8DYdkR0jbUKo8+A+x5iyeyiLzggq5MoAZmcj0zOBzB7pW6Ic8C2WM1WU7Fa9SbUVcK1mvumVYJZb6YRzH2bHOvun0mCwJFM1YRtUWVbQxtq+HHNNlRFXYRNM4QQQgghZMFQgLaGJJPBDKqFCNDK5XJ0TmGJftweVpLpug7O+YwVNWGAthTVZ4tNmKWVdPKZYYzt2YV1WYbTT9gahE9hVVtTS2l9m6nnV7eHej5Qk395rg23WhWm1ARosVQOxfHdMMr5tosORIEFVW8Cg2sFlWuxRBCyBgsZgllugAXDC17T2EQeT+4t1Z1HlQWosoR0QoYiihDFYOHAg9XrymUzECQG2126bzqT1TloenECU3uD6rNU77pZh+Uvpli1As21TTi2AVmZ/prXS8HAqcVeINAoke5FbmgLCqPPYuSpndh+5CubjgmXLyxn9R7ZPzEGqDEONeahb8ADMPtMypDvA3ol3G7aYs5bqabyreb+SlmAZQZbTsslEeWSCKC7H94oSsOG0xatpunGNtRMUPVGHdCEEEIIIYuPArQ1JKzgWogWzqVu3wSmwzDP8+A4DhRFaXts4wKB/VkulwMAFItFMMagyCKUDlpJgWATaKslCfv2BZVjshpHLpOMWknj6XATZ6HtOcMKtuC4IBSTqxs4RYFBFgVI1dZSK5vBPgDMM5FJyFHrKoDq/9tATd7rOjZ8L6hEsX0ZgsshMAZVESBVg1zP53CrVWx8gbO1WDILQZThew7Gn3sUANC3zNsjBVGKWmvNSgFyb/A1z30/2pgaX+IADQCGt78YhdHdKI0/B604Hm0xBQBTK0ErjgOMoWfd8lXvEdJIEBAtI+hWWPXWarFCWAkXVrpFlXHV432fwbYFTE0ImJro7nkZ40gkaxcq1AdsUfhWs/00rIJTY7RogRBCCCGkUxSgrSEL2cK5HAGaoigQBAG+78MwjBkDtPkuEFhNwgCtUCh0/dhwCUcyVl8pYReeBwCsGxrAqUdvBBC0ku4bS+L/PngHbL2IIw/oheuhLnwzbbe6wCD45tOqLhFQqwFaEK55QBiS8eB5NU1DSXcgMECVBMiSAFkWIVcXhjDG4PkcpUIQjEqyAlVR4Hg+fM5hWB7qSugWCWMCktl+lKdG4HsuBFFGdmDzoj/vbMLWWqOSj2bTmXoR3PcgiDLURHrJrymWzKJ33XZMjTyFkad24sCjT4vuy1eXB2T61i/LLDtCFoOicvSqHnr7u/uzyPcBQ2eolEWUi0JU0RbNfStPt6FqDW2pphG0nGoVEVpFxOhId9csSTwI22rnutXOeatZrDDdbhqEcyL9C5IQQgghawz982cNWcgALWzhTKeX7htzxhgSiQQqlQp0XUc2m2177P7Uwjmb+QRo7UxOBq1/fX3TlUuCwLBuaACyLMNxHKQkB/3D/S0fzzlHuaJj560WAOBlR2yF44vQDAe65cK0XdiuD6UanoSLAXwOWK4Py/UBs3nmUXkymOklKQkwxpGKSVDkoL1TYCxoBeQcHg8WXTguh+26sB0f/jyq0RhDMF+OA8ncIMpTwXepPcNbIayA7yLD1lqzPD0HzSgt/QKBRkPbj0R+3y5UpkZQntqHdO8wOPej7Zu96w5clusiZCURBCCZ4kimXAyt6+6xrotq1VvNnLdq+BYGbmEl3HQAF1TFeR6D6zIUpiQUprq/7niiRaVburbNtCaMq96WzniIxanqjRBCCCGr0/J/50eWTDgDbSFbOMNzLpV4PI5KpTLrIoG11MIZBomGYcCyLKiqOu9ztgrQgCDEHBwcxJ49ezA6Oor+/tYBGmMMWrV9M5lMYvuG1i2Euj6Av/zhZ/AcC0duz0GzfFR0B7rlRSFbrdoFAnY1HGsVtDWSRIaYLEIWBYhCMJ8t/P7N54Dn+bBdH5bjwmvRucU5oplvta2IvesPrL5eADXHLLVwSL+hFaLb9HI4/2xpFwjUUuMp9G04CBPPP4Z9T92PVM+ZqEztg2PpECUFmYGNy3ZthOwPJAnI9fjI9XTXcso5YBosaCctizWVbW3mvtUsXdArwYgAQxdg6ALG93V3zaLI27aZTs97mw7jattOV9hOIEIIIYSsMRSgrSGL0cK5lBVoQOebONdSC6eqqojH4zAMA4VCAUNDQ/M+Z7sADQCGhoaiAO2www5re458PqiG6ulp3sAYisfjEEURnuchF2fYuq7++XzOYZguKqYDzXDwx4nHAQCxRHfBbbi8oBMCAxRZhFQN23h1M2hwDh/J3CBiqRxkNYlEJggQF3rWWrdi0SbOAjj3wZgAo7pAYKk3cDYa2nYEJvc+Ca04jtLkHhT27QIA9AxvgyDQ5HNClgNjQDzBEU94GBjuruXUcwGt0tBmGoZv5eklC7XVbuHCBddh8DyGYkFEsdD9+z8WrwZqDW2mdW2nLcK4RNLHEu07IoQQQsh+jAK0NWQht3Auxww0oH4T50zWUgsnELRxLlSAxjmfNUADgNHR0RnPMzUV9ATNFKAxxpBOp1EoFFAul6N21JDAGJJxGcm4DPQAf5GDb/QO3jqMU47fCt10UDEcaKZb/TX42LRn/oYw2BQqBN9Q8SCocz0fnh9UpAWPb30OQZTwwuNeX/Magl+XM0RTEykwQQT3PdhGBUo8FS0QWOoNnI1kNYGBTS/E2LMPY+SJP0Vz8XqXefkCIWRuRAnI5Hxkcj6Azn4wAQR/RoaLFoJ20+mlCq0q3WrbULVKMOvNNIK5b5Nj3f3zVRA4kik/Wp6QTHs1M938+jlw1fAtrH5T1WX+CQkhhBBCVgwK0NaQ2go0zvm85iKFM9CWK0DrtIVzLVSgAUGANjIysiBz0CqVCmzbBmOsZfjVaYDWSQUagLoArZNrCx8jCgzphIJ0onmZhOv50EwXmuFE1WthwGY5/vQygxZisoiYKkKRREiSAKH6NvF9Xm3zDBYm2E7QMjWf4Ky2ndSvzm2by6w2xgTEUjkYpUkYlTw45/A9F0wQoSYzc7/ABTK45TBMPP84zGqLaSyZW5bNoISQ5cMYoMY41JiHvgEPgNPxY30f0CtCtLW0sc20XBRr5r1Nbz+tlAVYZrDltFwSUS6J2Lenu+tWFH/mard0c/iWyvhIpnyIVGRLCCGE7FcoQFtDwgDN932Ypjmv6qzlauGkCrTWFnKRQFh9lsvlIEnNf0QMDg4CAIrFIkzTbBtShgFab+/MLYTh11AnAVqnyyskUUA2qSCbbA7XHNePwrQwYKsYQdjmeD5Mx4PpNIdrDEAiJiEZlzGQjSNZXWAQbAkNzlu7kdRyPFh2cC7L8VoGbUGQ1z4xCwO2sErO93nbOWvxZDVAK+fhe8H1BwsElr9vSVJiGNxyKPY9/QCAoPpsuRYbEEJWH0FAtIygW46NKFCL5rqVW1S/1S5gqAZ1vs9g2wKmJgRMTXR/3YlUUOlWV/mWaT33Ldp2mvGhxmjRAiGEELISUYC2hkiSBEVRYNs2dF2fc7hkWRYcJ/jJ8VJXoHU6A20tLREAFidAa9W+CQSf00wmg1KphLGxMWzevLnlcd1UoAELG6DNRJYE9KRV9KTrly1wHlSYTYdqDjTDjdpCPZ8HVW2mizHUf/0JDEjEZKTiMlIxGT1pFam4jGRMRkwJShBcj0fBmm65KGpWsDDBdGE6Hhy3+RvD2QK2WrVz0PzqvLflXCDQaGDzIZh4/nH4noue4e3LfTmEkDVCVoCePg89fd3NeuMcMHRWV+3WXP3WHMSVS0GbKQDoFTFYujDS3TVLEq9vK62pdGtcrJCuqYxLpn20+LkXIYQQQhYI/TW7xiSTSdi2DU3T2gYkswmrzxRFgaI0V/gspk5bONfSEgFgaQM0IGjjLJVKGB0dbRmgeZ6HYrEIYOEq0DjnCxKgtcMYgyqLUGURvZn6rxvOOUzbi8I0zXCjkE03HfgcqFTbRBuJQjDHLVWtXktVg7bBXByKJESVWJxz6JaLkmYjX7FQLFsozTLPjbHpFtJ4KgcAMLU8PNcKbsusnDZJUVJw8LFng3MPsro2gm1CyOrFGJBIciSSLrCuu8e6LuqXLBSDsK0uiGux/bRSEuB5DK7LUJiSUJjq/rrjieZ20jCAawrfaj6OJ6jqjRBCCJkNBWhrTCKRQD6fn9cigeVaIAB0vkmUWjjnrtMA7Yknnmg7B61QKIBzDlmWo+UV7XQaoOm6Dt8PqrSW+muPMYa4KiGuSujP1n9Ncc5hWMESg0rD3DXddOH5HCXNRkmzm84riQJScQmpWLAoIaxaO2hDHLIUVDA4ro+ybqOo2SiFv2o2PJ/XtYXG0kEFmqWX4VpBBea64WEkUgps14fteHC95R2GTcEZIWQtkCQg1+Mj19NdyynngGmwtksVpsM4AVpZrAnjhKDSDYChCzB0AeOjXS5aEPl0pVs1eKttO52udmsO5uSl/VkqIYQQsmwoQFtjFmIT53ItEAA6q0DzfR+WZdUdv78LAzTTNGecS9aJTgM0oP0igdr2zdlmXXUaoIX3J5NJiCtoMjNjDImYjERMxmDDfb4fVJUFVWs1raGmA8Py4Ho+ChUbhUpzuKbIwnSwVq1a2zqcRjImQxQYdNNFUQ/CtCBUkyApMbi2Cc9zwAQBFhKwKzYEgSEdl5FJyEglFKiyANfn0AwHZd2BbrkwbQ/+XDYYEEIIWRCMAfEERzzhYWCou5ZTzwU0bbqdtFwUq0Fb62q32iUMji3A9xhKBRGlQvd/v8biYcDWXNkWftw48y2V9pFI+cE2bEIIIWSVoABtjQkruDRNm/M5lmuBANDZDLRw/hmwdlo4FUVBIpGArusoFotzft2e50XhV39/f9vjwgBtbGys5UbXqamg72S2+WdA9wHacnzdzZUgsGAuWlxuus+rbgpt3BJaMdxoy+eUY2GqbDU9NqaIdVVrmwdTSMVl7Hl4GM8+8wwAINvTj95MHCU9qFYrVoM2YPq9H1dEZJIKNvQnkU0qiCsiPJ+jrDso6Q6KmoWSZs9pMyghhJClI0pAJusjk+1+0YJlsaY5btOBm1izfKGmMq4kQKsI4JzBNIK5b5Nj3X1bwRhHMtVQ7dbJ0oWMD1Wlv5gIIYQsPQrQ1phOWyBnEgZos7XmLYbaCjTf9yG0+NFlGKApirKiKpUWWy6Xg67ryOfzUcDVrUKhAN/3IcvyjEFVX18fRFGEbdsoFApNQVmnCwSA6UDMsizYtt12rt5qDNBmIooCMkkFmTabQpu2hFar1xzXh2l7MG0PEyWz7nG6N11xmesdwIaBJA6OZcEEAY7joaQ7URuoYbkwbA+GbWA0Px1IiwJDOiEjm1SwaSCF9BYZiiQG89l0GyUtOIdmOG03ghJCCFk9VJVDHfDQN+ABaJ7l2Y7vA3pFiLaWlmu3mTaEbY3bTy0zCN+C20Ts29PdNctKzYKFTIslC+kW1W8ZH8mUjzX0T0NCCCELjAK0NWYhA7TlCDJqWzJN04xeT621tkAglMvlsHfv3nnNQQvbN3t7e2dsvRQEAQMDA9i3bx9GR0fbBmizLRAAAFVVo+2w5XK5bevocrYOLzVZEpBLqcil1Kb7bMerqVqbDtYqhoNYdZEAAHhSGn/eNT2BmjEgGZORjElY35dATJHAADi+D8N0UNJdlKvVaq3aSuOqiGxCRSapYH1/Eqm4DM79qFqtVJ3RNtPSg0YMoBCOEEJWKUFAEF5luq96c2y03mJanq5+CwO4xq2nvsfg2ALykwLyk91fdyJV30qayng1Qdt0GNe4ATUWp0ULhBCy1lGAtsYsxAy05VwiIIpiFLYYhjFjgLZW5p+FstksgPktEggDtJnaN0NDQ0NRgPbCF76w7r5uKtCAIIydnJzsKEDbXyrQ5kqRRfTKInrTzZtCn1kv4HuP7gAAvOCALZATiWolmwuf8yhoq604A6qbQmNSsBlUFsEY4HpBpVvFsGHaPgzLg2Hp2JfX6x6XSQRVdEO9CbxgUw4xRYRhuXWhWrj0oFHtLQzB3DeBMbieD2eZFx4QQghZPLIC9PR56OnrbtYb54ChVyvXouBNiD4ut6h2C8M5Qw+6FvSKCL0iYmyku2uWJN56i2lttVvjkoXqxxJ9x0UIIfsF+uN8jVmIGWjLXQmUSCRg2zZ0XW8ZtoQtnGstQAsXCRSLxTmfY2JiAkBnlWPtFglwzruqQAPqA7R2lrPycTVgjGHj+nVIpVJgjOG4Iw+EVP0XO+cchu1NLzOI5q0FCwQ8n1fbO5tbdySRIZNUoEgCGAsWI1iOB626YTRfsZCv1M9pS6hS0J6aUHDg+izSCRkCA8qGi5JmI1+xUKxYMGqq1TgAy/GbnluVRYgCA+ccpu3C6e57LUIIIfsRxoBEkiORdDE43N1jXRfQyjVhW7nFUoWaSrcogCuJcF0G12Uo5kUU83NbtNByrlvtltPGYC7jIZ6gqjdCCFlJKEBbYxayAm25gox4PI5CodB2kcBabeEMq73mU4EWDv+faQNnqF2AVqlU4DgOGGNRVdxsOlkkQBVos5NlGe9///vBGIvCM6C6KVSVkFAlIFcfLIebQsN5a9O/utAtF67HUdKat4QCgCwKQdWYwOD7HLbjwfGC8+mWi31TDdVqSQXZhILBXBwHbsgiGZNhOR6KFQvjRQOFig3dcqNtoK7H4Xpu3XNKooC4KkKVRPjgsG0veAwVrBFCCJmBJAHZHh/Znu5aTjkHLJPVtZU2Vr5VGtpOw//0ShC2hYsWxke7+9ZLEHkQtKXaVLc1BHG1bahy65GyhBBC5oECtDVmvhVonudF4dtyVqAB7TdxrtUWzrACbSlbOIEgdKsd/h9Wn2Wz2Y6XOIRfSxSgzV8mk+nq+NpNoY2rJzw/2BSqGU6wMdSYDthM24Pj+XC81t+ISCKDKDD4HHBdP6hWK1vIl1tXq2WTCtb1JZFNKJBEhomSidEpA4WKFVXJAUFraVn3Ua4ZdC0wIBWXkIwF204tx4NpuzDt7ufyEEIIIbUYA2Jxjljcw8BQd2XQngtolfrFCtGW07JYs+1UQLlYH745djDvrVQQUSqIAJo3es9EjdVXurVqLW2qfkv7SKR8tNjRRQghBBSgrTlh+OS67owbD9sJgzdBEFrOH1sKYTDWrooubOFcaxVoYbWXaZowTbPr129ZVhRSdVKBlkwmkUwmoWkaxsfHsWHDBgDTVWydzj8DZq9A831/2Ssf1yJREIIZZ4nmPydcz6+2gTZUrxkObNevVo+1LgsTBAZwDp+jbbVatrqhdNu6DLJJBTFFxGTJxGjeQL5iwTDdaIaaz4GK4aJi1FerqbKIdEKGJArBTLfqc1G1GiGEkKUgSkAm5yOT6/4HOpbF6ma4NS1ciII4AVp5+uNKOdhwapnBttPJse6elzGOZKo5bJsO3GrbTusr41SV/oIlhOzfKEBbYxRFgSiKUSVZtwFaGGIkk8kZtzQupjBAowq0eoqiIJFIQNd1FAoFDA93NxwkDL6SyWTH4dvQ0BCefvppjI6ORgFatwsEgOmqqXYBmqZp4JyDMRa1IZPlJYkCskkV2WSLTaGuB81w62athb+6Ho9aNNvxfI6psoWphmq1ZCyoVts8kEIqIUNgDJrpYLxgIl8x4bj157UcD1axvlqAAUjF5aCdFYBhuzAth2arEUIIWVFUlUMd8NA34AFonlHaju8DemV6xlttABeFbqWG6rdqK6plBuFbMAeu+1lvsuK3rmybZeFCMuWjw6YFQghZVhSgrTFhAFEqlaDretT216nlXiAAdF6BttYCNCBo45xrgBa2b3ZSfRaqDdBC3S4QAGavQKv9uhOor2DFUyQRSlpET7o+XOOcw3Z8VGpCtaBqzYVmOi03ddbSTBea6WJksrZaDcgkFGzoTyGhSvA5h2l5yFdMFLXmbzg4EG0jrSUKDOm4DFkSYLs+TNttWmpACCGErHSCgKB6LNP932GOjZYbTKcXLtRXu5Vrli74HoNjC8hPCshPdn/didR0pVtjm2k41226JXX6/licFi0QQpYOBWhrUCKRQKlUmtMctJXQRtfpDLS11sIJBAHa3r175zQHrZsNnKFWiwTmUoFWG6CFlWa1aP7Z/oExBlURoSoi+jL1789gy6bXULU2XcXG22Rrng/kKzbylfpFBzFFxGAujpgiwveDDZ75soU2XaXwfI5Ci2UJqiwipohB+Of6sGwP1KBCCCFkfyQrQE+fh56+7sqyOQcMnUWVbWEAV7fhtCy0DOcMPfjBqF4RoVdEjI10d82SxJsXLLSZ+db4sUTfCRNCukR/bKxB89nEGQZoK6ECjVo4m81nkUDYwtnJAoFQbYAWBl/heboJ4sKvJ9d1YVlWU/hJAdr+jzGGuCohrkoYQMOmUM5hRJtCa5YZGA50y215PtP2YNr1f0YIDNEGT7DwmOZvEhgDBMbg+TxoA23R3xlTRIgCg+tx2K7XNuAjhBBC9neMAYkkRyLpAuu6e6zrohq6BW2k09VuDW2m4cdhAFcS4boMrstQmJJQmOr+umPx1nPdkmkP6XSLyrfqx4kkVb0RslZRgLYGzWcT50po4ZytAm2tt3ACcwvQwgq0blo4+/v7wRiDaZool8tQVTUKZrupQJNlGbFYLDpPuwBtOb/uyPIRGEMyJiMZkzHYcJ/v86AVtKZaraTZqJgO7IYWTJ8DhuXBsOoDMVEINoYCgO364BzwahIxBkCRRTAWLE9wPd4yeBMYIEsCOAccz6dQjRBCCJmFJAHZHh/Znu5aTjkHLJPVLE+oCeBK9VtOa5cuVMoCtEowcM00BJiGgPHR7r4lFkQeBGqp9tVtUfjWMBNO7m78NCFkhaEAbQ0KA6jVXoHW7vrXegsn0H2Axjmf0ww0SZLQ39+P8fFxjI6ORhViiUQCqto8XH4m6XQapmmiVCphYGCg7j6qQCPtCAJDOqEg3WZTqG66qJgOyrqNQsVGWbdh2l7dvDXP5y3nrzEGgAdz0xqr0FRZQEyRIAgMjusH2z193nJumiAwsOrzEEIIIWT+GANicY5Y3MPAUHeLFjwP0CrNc93qNp5GraZiTcupANsO5r2VCiJKBRGA3NV1qzG/KWBrDN+aljCkfSRSPmgMMCHLjwK0NWg+FWgrfQaa53lwnOAvUKpA65ymabBtG4yxrirHgKCNMwzQws99t+cAgq+p8fHxlosEKEAjcyGJAjJJBZmkAvTVb291XB+a6SBftjBVNlHWg3ZQx50OwGaqILMcH5YzPTNNYEBPSkE8JkFgQagWznFrt3WUsZmfgxBCCCELTxSBTNZHJut323EKy2L1c91KzXPdaj8OW0+1igDfZ7DMYNvp5Hh3z8sYRzLl1281zXhNSxVqw7h09f8VlVpOCVkoFKCtQeEMtHYtkDNZSRVojuPAdV1INRNAa1/TWq5AsywLpml2/DkI2zdzuVzd57MTQ0ND+POf/4zR0dFo+H83889CmUwGQOtNnBSgkYUmSwJyKRW5lIpt6zLR7eEyg/GCgcmyiZJmB8Ga48+4PMDnzcsM4oqIoZ44UnEZiiTAcjyUdAcl3YbtLG6LJ4VzhBBCyMJTVQ5V9dDb392iBd8HdE1oHb6VBZSLwf/XzX2rtqGahgDOWXUJg4jRvd1ds6zUbC+dYalCKt0wEy7lQ6S0gJA6c3pLXHXVVfjSl76EkZERHHbYYbjiiitw0kkntTz2xz/+Mb7+9a9j586dsCwLhx12GC655BKcccYZ87pwMndzrUDjnK+IAE1VVTDGwDmHrutR8ALUt282bnJcC2RZRjKZhKZpKBQKGB4e7uhxc2nfDNUuEgjbNudSgRZ+TVGARpZTuMxg81Aam4emv96CYM3FRNHEZMlEUbOhmfUVa40M24NhGxjNB38uMQRbPTOJoCourojwfA7NcFA2HJR1Z8HaPFuFZ+GfiJSrEUIIIUtLEBCFVEPru3us4yBapFCp3Wga/X995VvYllopC/A8BscWkJ8UkJ/s/roTyfqAbaZqt6DdNFi6EItT1RvZP3UdoF1//fX42Mc+hquuugonnngivvnNb+I1r3kNHnnkEWzevLnp+P/5n//Baaedhs997nPI5XK49tpr8brXvQ533303jjrqqAV5EaQ7c93CaZomPC/4actyBmiMMcTjcei6DsMw6gK0tbxAIJTL5ZYlQJuYmIg+73Nt4QSmqxxDnudFX6u1v9eELKUgWJOxaVDGpsHpYM3zOcq6jWLFwlTZQqFiQTPdlkEYB2A6Hsyih4miGd0ebAeVMNgTR0wWwRiD6/mwHA8Vw4Vmdj7XZSbtgjM2w32EEEIIWV6yDOR6feR6u1+0YBosCN5maDOtlMSa7adB+KZrwcA1XROgawLGRrq7ZjFctJBp3mI6HcQFH6cz0/+fTPuQuxsrR8iS6jpA++pXv4r3ve99+Ju/+RsAwBVXXIFf/vKX+PrXv47LL7+86fgrrrii7uPPfe5z+OlPf4qf/exnFKAtk7lWoIVVQLFYrOs2v4WWSCSg63pTCLiWFwiEcrkc9uzZg3w+3/Fj5hOgpdNpxONxGIaB5557DsD8ArTGCrQwUBMEYU0Ho2RlEgUWtYJuqebVYRtoSbdR1IJwrVAJWkFb8TmgmS40s/l+RRLQk1KhyAIExuBzDtvxoJkObHeBqtUW5CyEEEIIWUkYA+IJjnjCxWBnP1OPeG6waCHcYhpVus0QwIVLF1yHwfMYigURxYLY9XXH4mG1W0P4Fi5ZSDcsWajel0hS1RtZfF2lILZt449//CM+9alP1d1++umn46677uroHL7vo1wuzzgjybIsWJYVfVwqlbq5TDKLMECzLAue50EUO/uDbSUsEAiFQUrjHLfw47UctGSzWQDdLRKYT4DGGMPQ0BCeeeYZ8Grf2FxmoLUL0GrbN9diWy5ZfcI20LgqYagnEd3ueT7KhoOiZqOkBRVrJc3GTF2btuvDrlgt71NlEaosQhSDlnbb8WFYLgVihBBCCJkXUQIyOR+ZnA+g9Q8AW+EcsC1WP+etZotppVwz963hPq0SfE9qGsHct4mx7go2BIFHW0uTdZVtDZVw6eZtp3LzMndCWurqq3JiYgKe50UtW6GhoSHs27evo3N85StfgaZpeOtb39r2mMsvvxyXXnppN5dGuhCPx+tmiHUaiK2E+Wehdps4qYVzepFAsVjs6Hjf96NqtbkEaAAwODiIZ555BgAgSdKcvkZqAzTOeRSW0fwzsr8QxenFBUDw9RxVq2k2JkvBfLWy4cw4Wy1kOR4sp/UQY0UWIIsCfM7huD5cj2I1QgghhCwuxgA1xqHGPPQPegA6H0PheUHLaDjHra7yre7/62fAlUsCHDvYclouiigXRQDd9YGqsZnbTFOZ+sAtDOoSKR+C0N3niKxuc+rDa6wCqf1mdyY/+MEPcMkll+CnP/0pBgcH2x736U9/GhdddFH0calUwqZNm+ZyqaQFxhgSiQQ0TesqQAuDjJUQoIUBGbVwNgsDtE4r0PL5PHzfhyRJc54xVhuq9/T0zKlSLPy68n0fuq5Hs/ooQCP7s7pqtd76arWCZmN0SsdkyUTFcGDPEqoJjIGDBz/9dXzYTuvjJZGBc8D3OVWrEUIIIWRFEEUgXQ2q1nX5WMtirTectqqEK4s1VW9B8GaZAixTwOR4d8/LGEcy5de1krZbuFC74TSV9qGo1HK6GnUVoPX390MUxaZqs7GxsaaqtEbXX3893ve+9+GGG27Aq1/96hmPVVU12uZHFkcYoHUzB20lVaBRC2d7YYCWz+c7Crdr2zfn2iJZ+/6fS/smAIiiGG0QLZfLFKCRNU0UBfRlYujLTP8wwPd95MsW9k7qmCqZqJhOXWWZ32L1piQySKIAzgHH9eBzzFiNRgsFCCGEELLaqCqHqnro7W9dmd+O7wdVby3Dt4Zqt2DBgoBy9WPLFMA5qwZyIkb3dnfNsuI3h21tFi7Uhm/JlA9xeceRr2ldfeoVRcFLXvIS/PrXv8Yb3/jG6PZf//rX+Ku/+qu2j/vBD36A//W//hd+8IMf4Kyzzpr71ZIFk0wmMT4+3tUmztUQoIUtnGu5Aq2npweyLMO2bfz+97/Hy1/+8hmPn8/8s1BtRelcFgiE0ul0FKCFG0QpQCMkIAgC+rJx9GWnf0DguB7Giyb2TenIl01oRv0MNNfjcL36f0xKIkNMkaJKNMf1YdguOKfwjBBCCCFrhyAgCqmG1nf3WMdBNXgTpwO4Dhcu+B6DYwvITwrIT3Z/3Ylk62q3pjbT8ONqG2osTlVv89V1dnnRRRfh3HPPxTHHHIPjjz8eV199NXbv3o0PfvCDAIL2yz179uB73/segCA8e/e7343/7//7/3DcccdF1WvxeDwadk6W3lw2ca6kJQLh9bdr4VzLFWiSJOGMM87Az3/+c9x2221Yv349tm/f3vb4hQjQZFlGX18fJicn5x2g7du3r26RAAVohLQnSyLW9yWxvi+o2PQ5j+apjRcM5MtWU+un63FUjPqZJAxAKi4jpoiQxGCYh+MGSwnabQ8lhBBCCFmrZBnI9frI9c4+t7YW54BpsGCJQhiutZjrppWDsE2r+VjXgn+j6ZoAXRMwNtLdNYsir5vr1m7uW7qm9TQ8VqKqNwBzCNDe9ra3YXJyEpdddhlGRkZw+OGH4xe/+AW2bNkCABgZGcHu3buj47/5zW/CdV1ccMEFuOCCC6LbzzvvPHznO9+Z/ysgc9IugJrJaqpAW8sBGgAcffTReP7557Fz50786Ec/wt/+7d+2DawXIkADgMMOOwx33333jGHdbFpt4qQAjZDOCYxFiwoOWB+85w3LxVTZxFTJwkTRQElvHujLAVQMpylYU2URA9kY4qoEWZoO1nTTRcV0YNrdtUosFmo9JYQQQshqwBgQT3DEEy4Gh7t7rOsGVW9NraYN1W5RVVwUwIlwHQbPYyjmRRTzYtfXHYs3z3Wr/TjYfloN32ruSyT3r6q3OeWIH/rQh/ChD32o5X2Nodhvf/vbuTwFWWRzCdBW0hKBdls4aYlAgDGG1772tdi3bx/27duHG264Ae95z3sgtfjRwUIFaK985StxyimnzHmOGkABGiGLIa5K2KCmsKE/+LPb9YJZalNlKwjWiiZcv3X8ZDkexov1IZnAgHRCwUAujnRMhiwLYIzBcoJtoiXdhm668NqcczG0eiY2w32EEEIIIauNJAHZHh/ZHh9A5x0CnAO2xaptpjVz3coCtFLNYoVq2DbdchpUunHOYBoCTEPAxFh3EZIgcCSjVtPaNtOauW61H9eEc4q68v4VR4V4a1Q4oL3TAM1xHFiWBWBlBBmzbeFc6xVoQNBW+da3vhVXX3019uzZg1/+8pdNMwht244CqvkGaEDzht5uNQZojuNEVYUr4euOkP2BJAoYyMUxkAv+nOSco2w4mCqZQahWMqGZzf8oY9UyL58DRc1GUbPr7o8pIjJJBcM9CWSSChKx4J8YhbKFybKFkmbDsJYuWGv3LAIDzXsjhBBCyJrBGKDGONSYh/5BD0BzN0I7nhe0jLZdqtCi2i0M4Gwr2HJaLoooF0UAclfXraj1baXJhko3ZRn2TlKAtkZ1OwMtbN8URXFFbEitrUALN01yzilAa9DT04NzzjkH3//+93Hfffdh48aNOPLII6P7w+qzRCKxIj5njQFa+HUnSdKK+LojZH/EGEMmoSCTULC12kpg2V5QnVYN1AoVC425FwMgScGGT9fzYdoeTNvAWH66MlgQGNJxGdmkgq3DaWSTClIxCRXTxWg+mNFWMWxYTnfzQ+ajVX4nsPb3EUIIIYSsVaIIpDNBhRg2dPdY22L1SxTKYk3wVp3z1vhxNYjzfQbbEjBlCZiaaPcMSx9nUYC2RnVbgVa7QGC+VUYLIQx7OOewLAuxWAyO48D3/br7CXDQQQfh5JNPxh133IGf//znGBoaijZcLlT75kJpDNBq2zdXwtcdIWuFqohY15fEuupyAs/nKFaCts/Jkol82YTl+HAaFhQokgC5GqpZjhc8rk21WjapoDejYttwGsm4PN1aWjKRr1jLHqoxNj1bjVOwRgghhBDSFUXl6FU99PZ3NzPX94Oqt+l5b/Vz3oKQTUR+SsN9v1+ki2+DArQ1aq4VaCth/hkQVCTJsgzHcaDrOmKxWNTqJwgCZLm78tD93cknn4w9e/bgySefxA9/+EO8//3vRzweX7EBWqVSge/7KJVKdbcTQpaHKDD0ZmLozcRw4IYsOOfQzOnlBFNlE2Xdge36dVs/RYEhGZMhSwycA4btwrC8qFpttKFaLZOQkUkoOGhjDglFgseDjaH56rw211vCuWpt2jyFarC2hJdCCCGEELJmCAKiraBDMxyna2W884wluywAFKCtWa1aIGeykhYIhOLxOBzHido2axcIULVSPcYYzjnnHFx99dXI5/O48cYb8fa3v33FBWjJZDJqx61UKrRAgJAVijGGVFxGKi5j82Dw/nRcr9ryGYRd+bIFz+co6dPVZwxAJiEjGZchiQJ8n0M3XZR0G57PUajYKFTqq9XiqohMQsG2dRmosgjf5zAsF4WKjaLW3Fq62No9n8CoWo0QQgghZH9GAdoaFQZo4dyw8ON29u7dCwDIZDKLfm2dSiQSKJVKURsqzT+bWTwex1vf+lZ8+9vfxuOPP44777xzxQVojDGk02mUSiWUy2UK0AhZRWRJxFBPAkM9wd8nPucoaXbdcgLD9lDSHZT06eG1MUXEYC6OVEKGLApwPB9lzUFRD5YOGJYHw6qvVhMFhnRCwcaBFGRJDNr5bQ9F3UbFaD0YVxAQLUFYDO3OKzKqViOEEEII2R9QgLZGiaIYtT3quj5jgFYul/HQQw8BAA4//PClusRZhUFZGJyFLZwUoLW3bt06nHXWWbjppptw++23QxAEAEB/f/8yX9m02gCtdvYeIWR1ERhDLqUil1KxvXqbYbmYKpmYrAZqJc2GaXsYmdKBqeAYUWDoSavYNJBCJilDEhg0y0NJs1DUbJR1p1qtZqFQseqeM6FKGMzFIcsCUJ3DVtJs2K4Pv2GkGgMgSww+BzyPL9pWTgrPCCGEEEL2DxSgrWGJRAKmaULTtBkDlLvvvhu+72Pz5s3YtGnTEl7hzGrbUGt/pQBtZkcddRSee+453H///dHShZ6enmW+qmm1iwSoAo2Q/UtclbBhIIUNA8E4gGhxQDRLzYLr+ZgompgomtHj0gkZvekYtq3LoCcVbOQt6U4UqpU0G4btQbdc6JZb95yiwJBNKlCk4AcGluOjYtjwOWC79emWLDJIUtBaajv+ooVqhBBCCCFk9VlVAZqmaRBFcbkvY78hSRJs28bExETbAM2yLNx1112wbRsvfvGLO146sBQYY7BtG5OTk9A0DVNTU7DtYHbOSrrOlejkk0/Gs88+i3379iGbzcKyLFiWNfsDl0D4dTk2NoaJiQnYtg1RFOn3lJD9VEIGEr0KNvYq4DyFsu4gXzGRL1mYqljQTRemAYxPFqPHqLKAXEpFT1rFhp4YDt2Uguf7KGk2SrqNsmajZDgo6w58n6PVHx8xRYQsi2AAHNeHYbkwmw+DKgsQRQG+x2G5Hs04I4QQQghZAUzDmP2gBcY4X/n/FCyVSshms8t9GYQQQgghhBBCCCFkhSgWi0s2q11YkmchhBBCCCGEEEIIIWSVWlUtnHv37l1RWyBXu9tuuw1/+MMf8NKXvhSnnXZa0/0PPfQQfvaznyGZTOKCCy6AJK2sL5fw+rZt24Z3vOMduPHGG/HII4/g1a9+NV72spct9+WROXr66adx3XXXQZIkuK4LVVXx93//98t9WYSQFYpzDs10kS+bwTy1ioWK3ryJUxYF5NIqetIKelIx9KRVSOL0zxF9zlExHJQ1G0U9WFZQ1oMlB60wFixK8Nqs31RlAYosggOwbQ+267c8jhBCCCGEdE/XKvhfbzhuSZ9zZSUis0gmk0gmk8t9GfuN/v5+KIoC3/ebPq+cc9x///1QFAUnnXTSimyh7e3trbt+zjkURUFvby99naxiQ0NDUBQFAKAoCvr6+uj3kxAyo1QKGKoZ5Wm7XhCmlYIFBfmyBc/nKFtA2XKwe8IBQxmZpIK+TAy9aRW9mRjWpVJYN1B/7nCTZ6karJU0G2U9WEIAAHLDtTCGaE6aU/1VkGXE5GBLqCwJ8HwOw3Lbhm+EEEIIIWRmvt/6h5yLaVUFaGRhhVssWw1nf+qppzA2NgZZlnHMMccs9aV1pN0WzlgstmzXROavceMmbeAkhHRLkUQM9SQw1BP8PeH7HCXdxmQpCNMmSyZM20NRs1HUbDw9EjwuroroTcfQWw3VMkkFqixiIBfHQG56w7PvB9VqxerSglL1PJYz85IB3XKBmn0togDEVRmiwOB6PnTLbfl4gbHgeVf+2FpCCCGEkP0WBWhrWBhA6bredN9dd90FADj66KMRj8eb7l8JwusKrz8M0Fbq9ZLOxGIxiKIIzwt+okABGiFkvgSBIZdSkUup0W2G5WKyZGKqbGGqZKKk2TAsD3ssDXsmgh8siQJDT1qthmrBr7IkQBAYMkkFmaRS9zyW7UVVamG4VtbttqGa5wMVo77dVBYZ4jEJDAy268GwvJbBmSwJYCzYIEq5GiGEEELI4qMAbQ0L2+IaK9BGRkawa9cuMMZw3HFL21PcjTAAtG0bnufBNE0AFKCtdowxpNNpFAoFAEAqlVreCyKE7JfiqoSNAylsHAj+jHE9P2j7LJvV1k8LrudjomhiomhGj0snZPSlY+jJqOhLx5CISWDVCjFVETGoxDHYUK1WNpyaNlALJc2B5bRuO3A8DkerD9ViioCYLMHngOW4sBwfTsNMNcaAmCxCEBg8j8Nsc35CCCGEEDI3FKCtYbUVaJzz6BuAsPrs8MMPRy6XW67Lm5WqTlcS6LoeBWjUwrn61QZoVIFGCFkKkijUtWpyzlHWnZpAzYRmutXlAg6eGS0DAFRZjGao9aZVZFMqRIFF5xUEhmxSQbahWs20PZQ0CyXdQVGzgtlqhtOymsy0fZi2HX3MEASAiizA9zl0y4XrcRgNCw8kkSGuSpDE4DjTDsI3QgghhBDSPQrQ1rCwAs3zPNi2DVVVUSgU8PDDDwMATjjhhOW8vFkJgoB4PA7DMFAoFMCr33VQBdrqVxuaUYBGCFkOjE23aW4dDm4zba8aqAWtn8WKBcvxMDKlY2QqGCcgMIZcSokCtd5MDKosNp0/poiIKQkM9kzf5vkcFaPa/qlNt4I2bvDkCOap6TXz1AQWhGqyKMD1OXTTgesFIWDj8yZjMmRJAOcctuOhrDtwaaEBIYQQQsiMKEBbw2RZhizLcBwHuq5DVVXs2LEDnHNs374dw8PDy32JswoDtKmpKQCAJEmQJPqyXu0oQCOErEQxRcT6viTW91V/AOX7KFTsKFCbKpuwHb/6/9PpVjIm1QVq6bgcVX3XEgWGbFJFNjldYc05jzaBhksPChULmunWPdbnaLpNEhlUWYQkCnDcYEmBaXswGyrVUnEZ6YQMRRLBGKJQrWI4oFiNEEIIISRAScMal0gkUCwWoWkaVFXF/fffD2DlV5+FEokEpqamMDk5CYCqz/YXFKARQlYDURDQl4mhLxOMDuCcQzPd6UCtZKJsONBMF5pZwXNjFQCALAroqS4l6E2r6EmrkESh5XMwxhBTJMQUCYPVraJAUK1Wri4sKGg2psomKroDr6aSzPU4XK8+VJNFBlkSIQoMjufDtD1UDKdumYHAgExSxZahNOKqBEEIFiSUq5tHGwO4bggsqNKjijdCCCGErDYUoK1xYYCm6zqefvppOI6D4eFhbN++fbkvrSNhYJbP5+s+JqsbBWiEkNWIMYZUXEYqLmPzUPBnl+16yJemlxPkKxYcz8dY3sBYPtgezQBkkgr6aqrU4urM/0QTazaLbq7exjkPZqvpQVXcZMlC2bBh18w9czwOx2uuVJNFAUxgsB0fruejULFQqFh1x+RSKjYNpJBOKBBFBqv6XGHLqddBKOZzNG0VFRiDIgsABxzP7+g8hBBCCCFLjQK0NS6cg1YqlXDPPfcAAI4//viWrSUrUbgIIWzhpAUC+4cwNIvH49SSSwhZ1RRJxFBvAkO9wd9Xvs9RrFaMhcsJTNuL2jOfHgkeF1fEurbPTFKBMMvfzYwFSwPiqoShumo1HyXNDjaKlkyUNBuW7UXtmUGlWn1VmSgyyIIAVFs6XY83bSRVZRE9aRXDPQkcvCmHuCLBsNwoVGvVatqKXw3+agkMiCkSRJHB9XzYjgeP9h8QQgghZBnRd6ZrXBhA3X333dA0DZlMBocddtgyX1XnwoozauHcv2zYsAHr16/H1q1bl/tSCCFkQQkCQ0+1bfOA9cFtulXf9lnUbBi2hz0TGvZMaACCirOedLXts9r+KUut2z4biYKAnnQMPekYDqrexnmwvXN0Ssd4MQjVTNtFWPzleRxeY6jGGEQxCPFs14fleNg3pWNfdYECACRjMnrSCnrSKravzyAdl2HYwQy3km6jWLFQqDQvRmjk8+DzUosxIK5IiCkiPJ/DsNxZz0MIIYQQslAoQFvjwgBtYmICAHDcccdBFJu3ha1UYWBmWVbdx2R1UxQF73//+5f7MgghZEkkVAmJgRQ2DqQAAK7nI1+26qrUWlWApRMy+moCtURM6riCnDGGZEzG9vVZbF+fjW43bRcjUzrG8waKug3TqgnVOIfn8obzBOFecN0cmulAMx08P65F92cSQaCWS6nY2J9COiFXN4TaUbXaVMlExXCb2jtrcR5uH60P1lRZREKVwFhw/bo19xlthBBCCCHtUIC2xoUtnEDQ/nj00Ucv49V0rzEwoxZOQgghq50kChjIxTGQC/6O45yjrDuYKgdzzfJlE5rpoqw7KOsOnhktAwiCpLDlszcTbPMMw61OxRQJ24Yz2DaciW4zLAejeQNjBQPFig3DdhHmXJwHwVkjQWAA5/A5ovZUILjOcH5bT0pFLq3ioA1ZxLf3AUA0w62k2chXLOTL1qxLCyzHg+XUHyOLAmKKCElksByPQjVCCCGEzBsFaGtcWIEGAMcccwxUVV3Gq+le7fUDVIFGCCFk/8MYQyapIJNUsHU4uM203ajlc6ocDPy3HA8jUzpGqi2VAmPIpZVo22dvJgZV7r7KPK7K2DosY2s1VOOco2I4mCyZGMsbKGgWjIaAym+xCIAB4Ag2iE6WTEyWpqvpFFlAT02otmUojYM25oJzcQ7NcKotoMEst7JhtwzuQo7nwzHq2ztFIVhWIIsibNeb1zZRQgghhKw9FKCtcWEFmiiKeNnLXrbMV9M9qkAjhBCyFsUUCev7JKzvC/4e93wfhYpdN0vNdv2gBbQ0vU0zGZPRm1HRl46hJ6MiHZe7XhzEGEM6oSCdUKJQzfP9qBVzsmgiX7FgOfUB1ky7NW3Hx2jewGh1MykAJGJSEKilgplxQz0JbOhPRfe7no+y7qCoWZisvm59hqUFwdw0DwamgzPGAEUSIIoCPM9vuuaVJAwgCSGEELI8KEBb47Zt24bt27fjBS94QbT5cDWhCjRCCCEkWBTQl4mhLxP8IIlzDs0MlxMEs9TKhhPNKHturAIAkCUhqE6rzlLLpVRIYmfLCRqfP6h0i+HADcFttuMhX7FQCOe5la0Zq8Ya6aYL3XSjRQoMQDqp1FSqKcimgvlqtdVxluOhpDvIl02MFwyUdaftsgHOEYRmDcGZJDKIAoPnB0HdStDqM0ehGiGEELJ0KEBb4xRFwbnnnrvclzFnjYEZBWiEEEJIUCWWistIxWVsHgp+QGY7HvJlC5NlE/mShXzFguPWV34xBmSTSt22z7g6t38uKrKIoZ4EhnqCH3aFmz/z1ZbTqZKJgmZjhr0BdTgQbPPUbDxbnfsmCAy5lFJXqZZQJQzmJAzm4jh4U0/03JrpolAxMV4IwjzNdNo+t+vxprBPqC5M8DiHvzIytbahWrv7CCGEEDJ3FKCRVa2xAo1aOAkhhJDWFFnEUG8CQ73B352+z4O2y5ptn6btoVCxUajYeHokeFxcFauBWjBLLZNUIHTZ9glMb/5MxuRo46jvc5R0G4XqwoB8xUJZdzo+p+/zpjZVWRSQS6vorW7+7EmpUBUxChQ3DkxX3IdtoJOlIEQsaRZst3X05HPA95q3kAqMwee84yBwsbW7DIEBLUbTEUIIIaRDFKCRVU2SJIiiCM8L5plQBRohhBDSGUFg6EkHVVsHrA+qtAzbq5ujVtRsGJaHPZYWtVKK1cf1pmPoy6joSccgS923fYbXkKtWj4ULEhzXR6ESVKl1uomzluP5GC8YGC9Mz1NTZQE96aDFNZdSolZVSRSiz8GBG3LR8ZbtoaCZGJnUMVk0oVtuy/CJc8BrkZyxYAnpitLq+sMcdKVdKyGEELISUYBGVjXGGBKJBMrloJWDAjRCCCFkbhhjSKgSEgOpqELM9Xzkwxlm1So11+OYKJqYKE5v0cwk5Lq2z0RM6no5QUiWBAzk4hjITf+dblhuXaBWqHQ3T81yfOyb0rGvuqEUAOKKiFxKxUAuhp50DJmEAkEIrllVRAwpSQz1JKPjw+2j4wUDI1MaipoDZ4bZaqtBu+ukajVCCCGkGQVoZNWLx+NRgEYtnIQQQsjCkcT6MItzXm15rFaplU3opouS7qCkO3imOptMlcVgOUEmCNWySRWiMLdADQDiqoS4KmFddetoGGaFbZ/5soWS3nqeWvi0jYGQYXswpnSM1IZqahiqxTGQjSNZEwTWbh/dvj4bPcbzfOQrFp4fq2CiZMJoU63WreVcENDq+gUWXM9qCQcJIYSQhUYBGln1wjloqqpCEObWQkIIIYSQ2THGkEkqyCQVbFsX3GbabtTyOVWtDrMcDyM14ZTAGHLp6nKCarCmyuK8riMMs8IlCZ7no6jZdVVqmtkcZjEEWzY5WNOGTcPyYFg6Rib16vMAcUVCNqmgPxvDur4E4qpc9xhRFNCfjaM/W18Fb9ou9o5XsGdCQ9lw4XS5zbNVTrWclWHtnncltqsSQgghi4ECNLLqhW2bVH1GCCGELL2YImF9n4T11eowz/NR0Oy6WWq26zcN+0/GZPRVWz57MypScXnObZ9AEGQFFW/T/x6wHK9uQUGhbMF2fTgeR21EJTBAkURwcDieH23Z5BzQLRe65WJkSsdDu6bAGBBTRGSSKvozKtb3JZGIyWgUUyRs35DD9prZapxzTJZMPDtaxkTRhOV4XYVPLSvDBAZ/hlRtsQOuVudm1fI5ytUIIYTsTyhAI6teGKDR/DNCCCFk+YmigL5MMLAfCEIjzXQxWTKRL5uYLFmoGA40M/hv91gFQDD7rDc9HaiFg/7nQ5VFDPUkMNSTiK5FN926KrWCZsP3OUynflGBIglQJAE+B2zXi2aucT5dqTY6pePhZ/JgLHiuTEJBXyaG4d4E0onmQJAx1rJazXY97BopY2SyAs1w4XZRZtYYnoWbQT1/+nobiQID53zRqtnaBXbL2ZZKCCGEzBcFaGTVC1s4KUAjhBBCVh7GGFJxGam4jC3Vdkvb8aIZalOlIMhyXB+jeQOjeaP6OCCbrLZ9ZoLWz7g6v3+6MsaQjMtIxuVoUYLvc5R0u65KrWw4sF0fdsOSgERMgiwK8LzgPsf1o7lgpu3BtA2MFQw8ujsPINj+mYor6M2oGMzFkU2qLTeWKpKIgzflcPCmXHQb5xxjeQO79hVRqNiwXb+jSrJWm0EFBoiCANcPzuG1SM6CtlbA9/iihVwUnhFCCFnNKEAjqx4FaIQQQsjqosgihnsTGO4N/g73fY6iZtdt+zRtD4WKjULFxtMjJQDBMoFoOUFaRSapQJhH2ycQtEDmUkHF27bqbY7rR1s/C9VgzbQ96KZb91hRCMJBSWRwXB+W48N2vCgoshwflmNismTiieeLAIKgKhWXo3lw2ZRat6wgxBjDUG8CQ9XPUahiWNi1r4zRvAnDdOF3kKr5HPAbZrCJAoMoBJVqns9bbjWVRQZUq9lmahMlhBBC1gLG+cof+1kqlZDNZlEsFpHJZJb7csgKUyqV8Ktf/Qove9nLsHnz5uW+HEIIIYTME+cchu3VzVEranbTcaLA0FNt++zLqOhJx1pWeC0Ew6pv/cyXrZaVXIokIJ2QIQgCHNerVqZ5Lc44jbFgJlxPSkVPNRjMJJSOX4vjeHh+vILnJzSUdbs64617ksAgiqxtoAYEAWAYvLU7hhBCCFlsulbGO884cklzIgrQCCGEEELIiud6PvI12z6nymbLACeTkKMKtd5MDAm1ubprIXDOUTacukCtpNkt2xSTMSlakmA7QSVb48y1VlRFRE9SQTYVhGrZpNLx6/E8HxNFA8+NVTBZtrpeWBCSRAZJFOD7vKmlNTpGYJCk4BjH66zVlBBCCJkPCtDaoACNEEIIIYTU4pyjrDuYrAnUGlssgWC4f2/Nts9cUoUgLHygBgShVVGbnqeWr1gtr0lgQCahIBGTwMBgOm4wd81pHVDVEoXgsdmUimy1Ui2TVDpauMA5R75sYe+khrGCAc10oo2j3QhDNc45rDbXLAjVzaYccFxv0RYWEEIIWZsoQGuDAjRCCCGEEDIb03ajls+pamVY4790BcaQSyvRDLLeTAyqLC7aNVmOV1ellq8uTGgkSwKyCQWqIlZfi4eiZsP1Oku4EqoYhGrVQC3TYbUa5xwVw8HolI59eR0lzYHT4XPWEgUGWRQAhrYtq4wFLa4CY7Bdv2ULLCGEENIJCtDaoACNEEIIIYR0y/N8FDQ7CNSqywlatSEmYzL6aqrUwnbLxcA5h2a6dYFasWK3XAYQV0RkkgoUSYTPOXTLRUmzOw6eJJFFFWrZaqiWScxerRbOoBsv6BjNG8iXLVi21/UWTUEAZEEIWldnqEJTJAGCwOB6Ps1VI4QQ0hEK0NqgAI0QQgghhMxXGF5NlkzkyyYmSxYqhtN0nCwJQXVa2PaZUjtqkZyrcAtpuPkzX259XQxAOiEjFZchigI8n0MzHJR0u6u5Y8mYNB2qJYJf4x1Uq5m2i6mShbGCjolSuAW0u9fK2PSyAsf10a7YTZYEiIzB9SlUI4QQ0owCtDYoQCOEEEIIIYvBdrxohtpUKWi1bKzwYgzIJqttn9UFBXFVWtTrcly/rkotX10E0EgUGHJJBfGYBIEFoVRJt6G1mL02E0kUkE3KyCRVZBIyskkV6YQ8a3BoOx4KFQvjRRMTRQNl3ZlTa2a03dPz0WZXQfUYAR6FaoQQsuZRgNYGBWiEEEIIIWQphNVgYaA2VTZbzvSKqxL60ip6MjH0pYMtmYvV9gkE1XOm7dUFaq3CPgCIKSIy1XlqDMEctkLFbhnAzSYZk6P2z/DXuCLO+Fod10dJszFRMjBRNFHS7LYbPGciMEAUBXCfw20TyonVajbf5xSqEULIGkIBWhsUoBFCCCGEkOXAOYdh1S8nKGp203GiwKKlBL1pFT3pGGRp8do+w2sr605doFbS7JazysK2TUUS4HPAMF0UNKtl6MRY0C7arpBMloT62WoJBZlE0Fbajuf5KOkO8mUT40UDhYrddtnAbIJdBaxtqCawoKLO5+1DNQZ0PdONEELIykEBWhsUoBFCCCGEkJXCcf0gtCqZmCxbyJfNlkFNJqGgt2Y5QSdbMefL9XwUNTuoVKuGarrV3M4pCAyZ6jw1SRTgej4qhoOSZrcMzkSBgTHMWOWVisvTgVo1XIvNUK3m+xxlPZj9NlEykS9b0E13TsEWY4AAoN3lsWqoxmcK1aqXufK/OyKEEEIBWhsUoBFCCCGEkJWKc46S7lQr1ILWz1ahlSqL6M2o6EvH0JNRkUuqEITFDdQAwLK9uiq1fMWC06KlUpEEZFMK4ooEQWCwq62YrRYahMczFmzPbDf3TJYEZKuBWhiqpRMyRKF1tZrPOSqGg2LFCsLJkomy4cw51Ao/u+0eLonBEe1CNUFg1WCOU7BGCCErCAVobVCARgghhBBCVpNwY2W0nECzmgIYQWDoSdUvJ1BkcdGvLdxGGs5TK5QtFDWrZeVZIiYhW52nBg6Y1aUBrdovGQvmrwXbM3nbFk2GoFqtNlTLJNpXq4XXW6wEAeBkyUJJt+e0rKD2GtqGakLQw9ouVBOFYOFBWM224r+ZIoSQ/RAFaG1QgEYIIYQQQlYzz/NRqNQvJ2g1WD8Vl+tmqaXi8qK3fQLTyxNqK9VaVZ4xFrSmphMyZDGYp6abDgoVG47X/HokkSGuSBBFBs8P5sm1C6YUSahbVhA8jwKxRZUe5xyGHYR5xYqFqeo1L9YiAUFgEGYI1SSRQZHEIFTzecsKP0IIIQuHArQ2KEAjhBBCCCH7E15tVaxdTtAqsJIloS5Qy6VUSDMM619IjushX7GnWz/LVstNnpLIkE0qSMam56mVDQfFig2/xbcaqiwiGZOiDZuG7UIzm1tegSCwq52tFoZrqty6Ws20XRQrNgqaFc2Bm8sG0E4IDGCMtW9fFQXE1GATquv5sF2fNoUSQsgCoQCtDQrQCCGEEELI/s52vCBQq1ap5SsW/IZwhjEgm1TRm1bRl4mhJ60irkpLcn1R1Vc1mMpXWypbBUgxRUQuqSBeXZxgux6Kmo2y3nqeWiouIxmTIEsCfD8Iwsq607KqDQAUuWG2WkJBqk21mu14KGh21AI6VbJgtggCFwJjgDBLqJaMS5BEAZ7nw3J8mLbbduMpIYSQ1ihAa4MCNEIIIYQQstaEbZVBoGZistS6AiyhStNVahkVmYSyJG2fQDD0v6w7QahWrVIr6XbLY9MJGdmEEs15M2wXhYoNo9WWUAZkkkELp1ytuDMsF2XDabvUgDEgHc5Wi6rVVMSU5rlyjuujqFnRxtKpkgmjzcy2hSAK7UM1SWRIV2fAAYBlu9BNF5bj03w1QghpgwK0NihAI4QQQgghax3nwQyxqbKFyWrbZ0lrDqskkaEnrUbLCXpSKmRpado+gaBdsViZnqeWr1itQzKBIZecnqfmcQ7NcNtuCZVEhlxKRbbawgkAhu2hpNkoajbcNtVqqlydrZZQkUnKyCRVpONy0wZU1/Ojc4Wtta22qS4UgaFt5ZkoMGRT1bZYIdh0WjEcaKa7aC2py2mmpQ6EENLKqgnQrrrqKnzpS1/CyMgIDjvsMFxxxRU46aST2h5/xx134KKLLsLDDz+M9evX4xOf+AQ++MEPdvx8FKARQgghhBDSzHF95CvhHDUT+XLrQfqZpBJUqaWDKrVEtbVyqZjVarMgUDORL7cOvBRJQC6lIFUNuFyXo6QHoVbbVtGUilxKQSImgwHQTAclzUFRs6GZM1WrKXVLC6JtozV8f/r5w8+xZriLFvYIDOC8dZgkCiy6VkUSAXDopouSbkMz3XltJV2pwq/Q/e+VEULma1UEaNdffz3OPfdcXHXVVTjxxBPxzW9+E9/61rfwyCOPYPPmzU3H79q1C4cffjje//734wMf+AB+//vf40Mf+hB+8IMf4E1velNHz0kBGiGEEEIIIbPjPAh8wk2fUyWrZRWVKovozajoq1apZZNKU0XWYl+nZrrIl81oUUFJs1pWZCVjEnJJBbFq6Gc51Xlqmt0yWEnGZPSkFfSkVKQTCgTGUDbsoLpMD35tN8xflcXpUK3aBppqqFbzOUdFd1CoBJWA+bKFiulgsfp6ZqrOEgUWXW8qJkEQWDVUDV6nYS1e2LecKFgjhKyKAO3YY4/F0Ucfja9//evRbYcccgje8IY34PLLL286/pOf/CRuuukmPProo9FtH/zgB/HAAw9gx44dHT0nBWiEEEIIIYTMjWG5wZyvaqBW0KymsEcQGHpSat3Gz3BW2VLxfI6SFrZ+BlVqrSrIGEMUbqmyCI7qa6xY0Fts8wyP76luMc2lFEgCQ0l3ouqykma33QQqMCAdLixo2AQaCgPBQsXCRNHAVNmCZrgtt5AuNoEFoVouVb1OSYDnc5R1G/myjZJu75dtoISQtWU5ArSuVvbYto0//vGP+NSnPlV3++mnn4677rqr5WN27NiB008/ve62M844A9/+9rfhOA5kWW56jGVZsCwr+rhYLAIIgjRCCCGEEEJId1IKkOqTsblPhuclUKzYmKqYKJRt5CsmbNdHpQw8NzL9mKCSSw3+S6lIxeVFb/sUAfQngf5kDBiOBds7y0HoV6jYKFQs2K4PrQLUXCokkSGbVDGYkiGJDJ4ftHLWHT9W8zxCcHwupSCXUrG5LwlZZCgbDsq6jZIW/Fo2gmq1SsPzAdVqtUQwwy1ceJCKy8gMqtg+qEYz64qahfGChUIlmKm2FK2WlQqwd3T6Y4EBqbiCbFLFxl4ZqVgM4EDZDFpdi9riBH4024wQslh0rQIg+AHGUukqQJuYmIDneRgaGqq7fWhoCPv27Wv5mH379rU83nVdTExMYN26dU2Pufzyy3HppZc23b5p06ZuLpcQQgghhBBCCCGE7KcmJyeRzWaX5Lm6CtBCjT954pzP+NOoVse3uj306U9/GhdddFH0se/7mJqaQl9f35IOOyVkqZRKJWzatAnPPfcctSmTNY/eD4QE6L1AyDR6PxASoPcCIYFisYjNmzejt7d3yZ6zqwCtv78foig2VZuNjY01VZmFhoeHWx4vSRL6+vpaPkZVVaiqWndbLpfr5lIJWZUymQz9RUhIFb0fCAnQe4GQafR+ICRA7wVCAoIgLN1zdXOwoih4yUtegl//+td1t//617/GCSec0PIxxx9/fNPxv/rVr3DMMce0nH9GCCGEEEIIIYQQQshK0nVUd9FFF+Fb3/oWrrnmGjz66KO48MILsXv3bnzwgx8EELRfvvvd746O/+AHP4hnn30WF110ER599FFcc801+Pa3v42Pf/zjC/cqCCGEEEIIIYQQQghZJF3PQHvb296GyclJXHbZZRgZGcHhhx+OX/ziF9iyZQsAYGRkBLt3746O37ZtG37xi1/gwgsvxL//+79j/fr1+Nd//Ve86U1vWrhXQcgqp6oqLr744qbWZULWIno/EBKg9wIh0+j9QEiA3guEBJbjvcD4Uu78JIQQQgghhBBCCCFklVm6aWuEEEIIIYQQQgghhKxCFKARQgghhBBCCCGEEDIDCtAIIYQQQgghhBBCCJkBBWiEEEIIIYQQQgghhMyAAjRCFsjll1+Ol770pUin0xgcHMQb3vAGPPbYY3XHcM5xySWXYP369YjH4zjllFPw8MMP1x1jWRY+8pGPoL+/H8lkEq9//evx/PPP1x2Tz+dx7rnnIpvNIpvN4txzz0WhUFjsl0hIRxbivTA1NYWPfOQjOPjgg5FIJLB582Z89KMfRbFYrDsPvRfISrZQfy/UHvua17wGjDHceOONdffRe4GsdAv5ftixYwde9apXIZlMIpfL4ZRTToFhGNH99H4gK9lCvRf27duHc889F8PDw0gmkzj66KPx3//933XH0HuBrHSdvB9+/OMf44wzzkB/fz8YY9i5c2fTeZbqe2gK0AhZIHfccQcuuOAC/OEPf8Cvf/1ruK6L008/HZqmRcd88YtfxFe/+lVceeWVuPfeezE8PIzTTjsN5XI5OuZjH/sYfvKTn+C6667D7373O1QqFZx99tnwPC865p3vfCd27tyJW265Bbfccgt27tyJc889d0lfLyHtLMR7Ye/evdi7dy++/OUv46GHHsJ3vvMd3HLLLXjf+95X91z0XiAr2UL9vRC64oorwBhr+Vz0XiAr3UK9H3bs2IEzzzwTp59+Ou655x7ce++9+PCHPwxBmP62ht4PZCVbqPfCueeei8ceeww33XQTHnroIZxzzjl429vehvvvvz86ht4LZKXr5P2gaRpOPPFEfP7zn297niX7HpoTQhbF2NgYB8DvuOMOzjnnvu/z4eFh/vnPfz46xjRNns1m+Te+8Q3OOeeFQoHLssyvu+666Jg9e/ZwQRD4Lbfcwjnn/JFHHuEA+B/+8IfomB07dnAA/C9/+ctSvDRCujKX90IrP/zhD7miKNxxHM45vRfI6jOf98LOnTv5xo0b+cjICAfAf/KTn0T30XuBrEZzfT8ce+yx/DOf+Uzb89L7gaw2c30vJJNJ/r3vfa/uXL29vfxb3/oW55zeC2R1anw/1Nq1axcHwO+///6625fye2iqQCNkkYStZr29vQCAXbt2Yd++fTj99NOjY1RVxcknn4y77roLAPDHP/4RjuPUHbN+/Xocfvjh0TE7duxANpvFscceGx1z3HHHIZvNRscQspLM5b3Q7jyZTAaSJAGg9wJZfeb6XtB1He94xztw5ZVXYnh4uOm89F4gq9Fc3g9jY2O4++67MTg4iBNOOAFDQ0M4+eST8bvf/S56DL0fyGoz178bXv7yl+P666/H1NQUfN/HddddB8uycMoppwCg9wJZnRrfD51Yyu+hKUAjZBFwznHRRRfh5S9/OQ4//HAAwZwCABgaGqo7dmhoKLpv3759UBQFPT09Mx4zODjY9JyDg4PRMYSsFHN9LzSanJzEv/zLv+ADH/hAdBu9F8hqMp/3woUXXogTTjgBf/VXf9Xy3PReIKvNXN8PTz/9NADgkksuwfvf/37ccsstOProo3HqqafiiSeeiM5D7weyWszn74brr78eruuir68PqqriAx/4AH7yk5/ggAMOiM5D7wWymrR6P3RiKb+Hljo+khDSsQ9/+MN48MEH634iGmqcX8M5bzvTpt0xrY7v5DyELLWFeC+USiWcddZZOPTQQ3HxxRfPeI6ZzkPIcprre+Gmm27CbbfdVjfTphV6L5DVZK7vB9/3AQAf+MAH8N73vhcAcNRRR+E3v/kNrrnmGlx++eUtz9F4HkJWivn8O+kzn/kM8vk8br31VvT39+PGG2/EW97yFtx555044ogjWp6j1XkIWSlmej/MxWJ8D00VaIQssI985CO46aabcPvtt2Pjxo3R7WHbTWPCPTY2Fv2EaXh4GLZtI5/Pz3jM6Oho0/OOj483/aSKkOU0n/dCqFwu48wzz0QqlcJPfvITyLJcdx56L5DVYD7vhdtuuw1PPfUUcrkcJEmKWpjf9KY3RW069F4gq8l83g/r1q0DABx66KF1xxxyyCHYvXt3dB56P5DVYD7vhaeeegpXXnklrrnmGpx66qk48sgjcfHFF+OYY47Bv//7v0fnofcCWS3avR86sZTfQ1OARsgC4Zzjwx/+MH784x/jtttuw7Zt2+ru37ZtG4aHh/HrX/86us22bdxxxx044YQTAAAveclLIMty3TEjIyP485//HB1z/PHHo1gs4p577omOufvuu1EsFqNjCFlOC/FeAILKs9NPPx2KouCmm25CLBarOw+9F8hKtxDvhU996lN48MEHsXPnzug/APja176Ga6+9FgC9F8jqsBDvh61bt2L9+vV47LHH6h77+OOPY8uWLQDo/UBWvoV4L+i6DgB122cBQBTFqFKT3gtkNZjt/dCJJf0euuN1A4SQGZ1//vk8m83y3/72t3xkZCT6T9f16JjPf/7zPJvN8h//+Mf8oYce4u94xzv4unXreKlUio754Ac/yDdu3MhvvfVW/qc//Ym/6lWv4kceeSR3XTc65swzz+QvetGL+I4dO/iOHTv4EUccwc8+++wlfb2EtLMQ74VSqcSPPfZYfsQRR/Ann3yy7jz0XiCrxUL9vdAIDVs4Oaf3Aln5Fur98LWvfY1nMhl+ww038CeeeIJ/5jOf4bFYjD/55JPRMfR+ICvZQrwXbNvmBx54ID/ppJP43XffzZ988kn+5S9/mTPG+M033xydh94LZKXr5P0wOTnJ77//fn7zzTdzAPy6667j999/Px8ZGYmOWarvoSlAI2SBAGj537XXXhsd4/s+v/jii/nw8DBXVZW/4hWv4A899FDdeQzD4B/+8Id5b28vj8fj/Oyzz+a7d++uO2ZycpL/9V//NU+n0zydTvO//uu/5vl8fgleJSGzW4j3wu233972PLt27YqOo/cCWckW6u+FVudtDNDovUBWuoV8P1x++eV848aNPJFI8OOPP57feeeddffT+4GsZAv1Xnj88cf5OeecwwcHB3kikeAvetGL+Pe+9726Y+i9QFa6Tt4P1157bctjLr744uiYpfoemlUvmhBCCCGEEEIIIYQQ0gLNQCOEEEIIIYQQQgghZAYUoBFCCCGEEEIIIYQQMgMK0AghhBBCCCGEEEIImQEFaIQQQgghhBBCCCGEzIACNEIIIYQQQgghhBBCZkABGiGEEEIIIYQQQgghM6AAjRBCCCGEEEIIIYSQGVCARgghhBBCCCGEEELIDChAI4QQQgghhBBCCCFkBhSgEUIIIYQQQgghhBAyAwrQCCGEEEIIIYQQQgiZAQVohBBCCCGEEEIIIYTMgAI0QgghhBBCCCGEEEJmQAEaIYQQQgghhBBCCCEzoACNEEIIIYQQQgghhJAZUIBGCCGEEEIIIYQQQsgMKEAjhBBCCCGEEEIIIWQGFKARQgghhBBCCCGEEDIDCtAIIYQQQgghhBBCCJkBBWiEEEIIIYQQQgghhMyAAjRCCCGEEEIIIYQQQmZAARohhBBCCCGEEEIIITOgAI0QQgghhBBCCCGEkBlQgEYIIYQQQgghhBBCyAwoQCOEEEIIIYQQQgghZAYUoBFCCCEr0He+8x0wxhCLxfDss8823X/KKafg8MMPX/Dn/dznPocbb7yx7fXcd999C/6ci+G5557Dhz70IbzgBS9APB5Hb28vjjjiCLz//e/Hc889t+TXc8opp4AxFv0Xi8Vw6KGH4rOf/Sxs217U537kkUdwySWX4Jlnnlmwcza+nnb/XXLJJQv2nDPp5uvzPe95D7Zu3bqgz3/33XfjjW98IzZv3gxVVTE0NITjjz8ef//3f7+gz9NI13Vccskl+O1vf7uoz0MIIYQQQFruCyCEEEJIe5Zl4TOf+Qz+4z/+Y0me73Of+xze/OY34w1veMOSPN9ieP7553H00Ucjl8vh7//+73HwwQejWCzikUcewQ9/+EM8/fTT2LRp05Jf1/bt2/Ff//VfAIDx8XF861vfwj/90z9h9+7duPrqqxfteR955BFceumlOOWUUxYsOLrqqqtQKpWij2+++WZ89rOfxbXXXosXvvCF0e0bN25ckOdbyW6++Wa8/vWvxymnnIIvfvGLWLduHUZGRnDffffhuuuuw1e+8pVFe25d13HppZcCCEJNQgghhCweCtAIIYSQFezMM8/E97//fXz84x/HkUceuWjPYxgG4vH4op2/U7quI5FIzOsc//f//l9MTEzgnnvuwbZt26Lb3/CGN+B//+//Dd/353uZcxKPx3HcccdFH7/mNa/BoYceiu9+97v413/9V8RisWW5rrk49NBD6z7+y1/+AgA4/PDDccwxx7R93EL8/q40X/ziF7Ft2zb88pe/hCRN/9P67W9/O774xS8u45URQgghZCFRCychhBCygn3iE59AX18fPvnJT856rGma+PSnP41t27ZBURRs2LABF1xwAQqFQt1xW7duxdlnn40f//jHOOqooxCLxXDppZeCMQZN0/Dd7343asFrrGopl8s4//zz0d/fj76+PpxzzjnYu3dv07Vcf/31OP7445FMJpFKpXDGGWfg/vvvrzvmPe95D1KpFB566CGcfvrpSKfTOPXUUwEAjDF8+MMfxn/8x3/gkEMOQSKRwJFHHomf//zns34eJicnIQgCBgcHW94vCPX//Lnvvvvw+te/Hr29vYjFYjjqqKPwwx/+sO6Y8fFxfOhDH8Khhx6KVCqFwcFBvOpVr8Kdd9456/W0I0kSXvziF8O27brfo05/H9u1SG7duhXvec97AAStjW95y1sAAK985Suj39fvfOc70fG33norTj31VGQyGSQSCZx44on4zW9+M+fXFbrkkkvAGMOf/vQnvPnNb0ZPTw8OOOCABX+NtfL5PN773veit7cXyWQSr3vd6/D000/Peq2cc1x11VV48YtfjHg8jp6eHrz5zW/u6LGTk5Po7++vC89CjV9r4XvvJz/5CV70ohchFoth+/bt+Nd//demx+7evRvvete7MDg4CFVVccghh+ArX/lKFAA/88wzGBgYAIDo/csYa/l5IYQQQsj8UYBGCCGErGDpdBqf+cxn8Mtf/hK33XZb2+M453jDG96AL3/5yzj33HNx880346KLLsJ3v/tdvOpVr4JlWXXH/+lPf8I//MM/4KMf/ShuueUWvOlNb8KOHTsQj8fx2te+Fjt27MCOHTtw1VVX1T3ub/7mbyDLMr7//e/ji1/8In7729/iXe96V90xn/vc5/COd7wDhx56KH74wx/iP/7jP1Aul3HSSSfhkUceqTvWtm28/vWvx6te9Sr89Kc/jdrRgKA17sorr8Rll12GH/3oR+jt7cUb3/jGWUON448/Hr7v45xzzsEvf/nLulbDRrfffjtOPPFEFAoFfOMb38BPf/pTvPjFL8bb3va2upBpamoKAHDxxRfj5ptvxrXXXovt27fjlFNOmdf8qV27diGXy0VBSLe/j7M566yz8LnPfQ4A8O///u/R7+tZZ50FAPjP//xPnH766chkMvjud7+LH/7wh+jt7cUZZ5yxICEaAJxzzjk48MADccMNN+Ab3/jGgr/GWu973/sgCAK+//3v44orrsA999yDU045pSmYa/SBD3wAH/vYx/DqV78aN954I6666io8/PDDOOGEEzA6OjrjY48//njcfffd+OhHP4q7774bjuPMePzOnTvxsY99DBdeeCF+8pOf4IQTTsDf/d3f4ctf/nJ0zPj4OE444QT86le/wr/8y7/gpptuwqtf/Wp8/OMfx4c//GEAwLp163DLLbdErzv8vf2nf/qnDj5ThBBCCOkaJ4QQQsiKc+2113IA/N577+WWZfHt27fzY445hvu+zznn/OSTT+aHHXZYdPwtt9zCAfAvfvGLdee5/vrrOQB+9dVXR7dt2bKFi6LIH3vssabnTSaT/Lzzzmt7PR/60Ifqbv/iF7/IAfCRkRHOOee7d+/mkiTxj3zkI3XHlctlPjw8zN/61rdGt5133nkcAL/mmmuang8AHxoa4qVSKbpt3759XBAEfvnllzcdX8v3ff6BD3yAC4LAAXDGGD/kkEP4hRdeyHft2lV37Atf+EJ+1FFHccdx6m4/++yz+bp167jneS2fw3Vd7jgOP/XUU/kb3/jGGa+H8+nfL8dxuOM4fGRkhP/zP/8zB8C/8Y1vRMd18/sIgF988cVNz7Vly5a638MbbriBA+C333573XGapvHe3l7+ute9ru52z/P4kUceyV/2spfN+rpCtV+voYsvvpgD4P/8z/9cd+xivMbw+Rt/L37/+99zAPyzn/1sdNt5553Ht2zZEn28Y8cODoB/5StfqXvsc889x+PxOP/EJz4x42ufmJjgL3/5yzkADoDLssxPOOEEfvnll/Nyudx03YwxvnPnzrrbTzvtNJ7JZLimaZxzzj/1qU9xAPzuu++uO+7888/njLHovTs+Pt72c0QIIYSQhUUVaIQQQsgKpygKPvvZz+K+++5rai0MhdVpje1bb3nLW5BMJpuqiV70ohfhBS94QdfX8vrXv77pPACiTaG//OUv4bou3v3ud8N13ei/WCyGk08+uWW11pve9KaWz/XKV74S6XQ6+nhoaAiDg4Mtt5LWYozhG9/4Bp5++mlcddVVeO973wvHcfC1r30Nhx12GO644w4AwJNPPom//OUv+Ou//msAqLve1772tRgZGcFjjz0Wnfcb3/gGjj76aMRiMUiSBFmW8Zvf/AaPPvroLJ+1wMMPPwxZliHLMtatW4fLLrsMn/70p/GBD3wgOqbb38f5uOuuuzA1NYXzzjuv7rX7vo8zzzwT9957LzRNm/fzNP7+LuZrDH8vQyeccAK2bNmC22+/ve1jfv7zn4Mxhne96111n4fh4WEceeSRs1YY9vX14c4778S9996Lz3/+8/irv/orPP744/j0pz+NI444AhMTE3XHH3bYYU3zDN/5zneiVCrhT3/6E4Dgc3TooYfiZS97Wd1x73nPe8A5n7EalRBCCCGLgwI0QgghZBV4+9vfjqOPPhr/+I//2LJFbHJyEpIkRa2AIcYYhoeHMTk5WXf7unXr5nQdfX19dR+rqgogWEIAIGp3e+lLXxqFReF/119/fVOYkEgkkMlkOnqu8PnC55rNli1bcP755+Pb3/42nnjiCVx//fUwTRP/8A//UHetH//4x5uu9UMf+hAARNf71a9+Feeffz6OPfZY/OhHP8If/vAH3HvvvTjzzDM7vp4DDjgA9957L+655x7ccMMNOPLII3H55Zfjuuuui47p9vdxPsLX/+Y3v7np9X/hC18A5zxqXZ2Pxq+1xXyNw8PDLW+b6Zyjo6PgnGNoaKjp8/CHP/yh6Wu2nWOOOQaf/OQnccMNN2Dv3r248MIL8cwzzzQtEmh3jQCi65ycnGz5Hl2/fn3dcYQQQghZOrSFkxBCCFkFGGP4whe+gNNOOw1XX3110/19fX1wXRfj4+N1wQTnHPv27cNLX/rSpvMthv7+fgDAf//3f2PLli2zHr9Y19HKW9/6Vlx++eX485//DGD6Wj/96U/jnHPOafmYgw8+GEAwK+yUU07B17/+9br7y+Vyx88fi8WiDZUvfelL8cpXvhKHHXYYPvaxj+Hss89GKpXq6vdRVdWW88I6DVfC1/9v//ZvddtBaw0NDXX8+tpp/D1ezNe4b9++lrcdeOCBba+vv78fjDHceeedUSBcq9Vts5FlGRdffDG+9rWvRV9vs10jMB0a9/X1YWRkpOm4cGFH+HtHCCGEkKVDFWiEEELIKvHqV78ap512Gi677DJUKpW6+8Ltlf/5n/9Zd/uPfvQjaJoW3T+bbiq8WjnjjDMgSRKeeuopHHPMMS3/W2ytggcAqFQqeO6556IqnoMPPhgHHXQQHnjggbbXGraQMsaagpQHH3wQO3bsmPN19vX14fOf/zxGR0fxb//2bwC6+33cunUrHnzwwbrjbrvttqavjcYqwdCJJ56IXC6HRx55pO3rVxRlzq+vncV4jaH/+q//qvv4rrvuwrPPPtu0TbbW2WefDc459uzZ0/JzcMQRR8z4etp9vYWtveHXW+jhhx/GAw88UHfb97//faTTaRx99NEAgs/RI488ErV0hr73ve+BMYZXvvKVANr/3hJCCCFk4VEFGiGEELKKfOELX8BLXvISjI2N4bDDDotuP+2003DGGWfgk5/8JEqlEk488UQ8+OCDuPjii3HUUUfh3HPP7ej8RxxxBH7729/iZz/7GdatW4d0Oh1VYXVi69atuOyyy/CP//iPePrpp3HmmWeip6cHo6OjuOeee5BMJus2bS6G//N//g9+//vf421vexte/OIXIx6PY9euXbjyyisxOTmJL33pS9Gx3/zmN/Ga17wGZ5xxBt7znvdgw4YNmJqawqOPPoo//elPuOGGGwAEIcu//Mu/4OKLL8bJJ5+Mxx57DJdddhm2bdsG13XnfK3vfve78dWvfhVf/vKXccEFF3T1+3juuefin/7pn/DP//zPOPnkk/HII4/gyiuvRDabrXuOww8/HABw9dVXI51OIxaLYdu2bejr68O//du/4bzzzsPU1BTe/OY3Y3BwEOPj43jggQcwPj7eVHG3EBbjNYbuu+8+/M3f/A3e8pa34LnnnsM//uM/YsOGDVFLbisnnngi/vZv/xbvfe97cd999+EVr3gFkskkRkZG8Lvf/Q5HHHEEzj///LaPP+OMM7Bx40a87nWvwwtf+EL4vo+dO3fiK1/5ClKpFP7u7/6u7vj169fj9a9/PS655BKsW7cO//mf/4lf//rX+MIXvoBEIgEAuPDCC/G9730PZ511Fi677DJs2bIFN998M6666iqcf/750fzCdDqNLVu24Kc//SlOPfVU9Pb2or+/H1u3bu30t4MQQgghnVrGBQaEEEIIaaPVVsPQO9/5Tg6gbgsn55wbhsE/+clP8i1btnBZlvm6dev4+eefz/P5fN1xW7Zs4WeddVbL5925cyc/8cQTeSKR4AD4ySefPOP13H777S03PN544438la98Jc9kMlxVVb5lyxb+5je/md96663RMeeddx5PJpMtrwMAv+CCC5pub9y+2Mof/vAHfsEFF/AjjzyS9/b2clEU+cDAAD/zzDP5L37xi6bjH3jgAf7Wt76VDw4OclmW+fDwMH/Vq15Vtx3Tsiz+8Y9/nG/YsIHHYjF+9NFH8xtvvLFpo2M7jVtTa918880cAL/00ks5553/PlqWxT/xiU/wTZs28Xg8zk8++WS+c+fOlp+jK664gm/bto2LosgB8GuvvTa674477uBnnXUW7+3t5bIs8w0bNvCzzjqL33DDDbO+rtBMWzjHx8ebjl/o1xg+/69+9St+7rnn8lwux+PxOH/ta1/Ln3jiibpztvs9u+aaa/ixxx7Lk8kkj8fj/IADDuDvfve7+X333Tfja7/++uv5O9/5Tn7QQQfxVCrFZVnmmzdv5ueeey5/5JFH6o4N33v//d//zQ877DCuKArfunUr/+pXv9p03meffZa/853v5H19fVyWZX7wwQfzL33pS02bYW+99VZ+1FFHcVVVOYBZ3x+EEEIImRvGOefLE90RQgghhBCydmzduhWHH344fv7zny/3pRBCCCGkSzQDjRBCCCGEEEIIIYSQGVCARgghhBBCCCGEEELIDKiFkxBCCCGEEEIIIYSQGXRdgfY///M/eN3rXof169eDMYYbb7xx1sfccccdeMlLXoJYLIbt27fjG9/4xlyulRBCCCGEEEIIIYSQJdd1gKZpGo488khceeWVHR2/a9cuvPa1r8VJJ52E+++/H//7f/9vfPSjH8WPfvSjri+WEEIIIYQQQgghhJClNq8WTsYYfvKTn+ANb3hD22M++clP4qabbsKjjz4a3fbBD34QDzzwAHbs2DHXpyaEEEIIIYQQQgghZElIi/0EO3bswOmnn1532xlnnIFvf/vbcBwHsiw3PcayLFiWFX3s+z6mpqbQ19cHxthiXzIhhBBCCCGEEEIIWaE45yiXy1i/fj0EYWn2Yy56gLZv3z4MDQ3V3TY0NATXdTExMYF169Y1Pebyyy/HpZdeutiXRgghhBBCCCGEEEJWqeeeew4bN25ckuda9AANQFPVWNg12q6a7NOf/jQuuuii6ONisYjNmzfjWz/+PRLJ1LyuZezZR7Dv6QfQM7wdmw45dl7n6vY5Uz1DUJNZFMd2w7XN6H45lkRuaAtyg1sQS2ZhVKZQGH0WhdHdcG1j+jg1gezQZuQGtyKeyrX9/AkAwIAHfvtDcN/Dwce9Dmp85s/bxoEUDtqYQ0Jt/SXx//7f/8POnTvx8pe/HCeddFLLY3TTwW133ImH/nQ3eoa2YtOhx0f39aRUDPclsK43iXib52h055134ne/+x1isRguvPDCjh4zk+uvvx5PP/00TjzxRLziFa+Y9/lWqnvvvRe33npr9PHAwADe9a53IRaLdXWehx56CD//+c+jj9evX4/zzjtvXtc2OjqKa665BgDwpje9CS94wQvmdb79wX/9139h9+7dAIDTTjsNxxxzzDJfESGErAyO66FsONBMB5rhoGK60AwHuunAn2EAiSKJSCdkJGMyknEJqZiMZFxGQpWok4EQsiI4rg/DdmFaLkzbg2m7MMJfreBXb6Y/6GookoCY8v+z9+/Bclz3fS/6Xaufs2e/N94gCBJ84cEHJJGSSEmRZZ9IthxbsnUT2bGd+MZ2ReVb9nGU66o4qcq9SZ1TPnFSiStx7HISHyu+lhQ7dqLYiWRLtiyL1IuiRYAkQBIgSAIEsDew3/Ps51r3j9Wre3VPz+x57dmzN/pbBeyZ7p6enp6enlmf/v6+Px0lS4dlaChZmrhvarAtHbapQRuRO6dQoVGqUqng2LFjmJqaGtlzbjtAO3ToEJaWllLTbt++DV3XsbCwkPsYy7JgWVbL9InyJCbKg+2c6bn92LBtaIQNvK5uZegabNvG3IGjOPrA4+CMobq+hPWlN7B5+xpY6KN663VUb70OzTAR+h4AQKeANTmN2YPHMXfoXpRnD/b0w69cnkLgO7AtG6UtXutaA/jWpU0cPziJk3fPwTbTh4au67BtG/Pz85iens5dx/Q08PZHTuLyxfOYsjje+fBx3FypY63qwuXA1ZUAV1c2MTdl4chCGUcWJjBht5bwSjUaDdi2DV3X2z5nLzJNE7ZtwzCMoaxvXLW+vg7btvH2t78dly5dQrVaxRe+8AX82I/9GHS9u4/8lStX8OUvfxm2beOBBx7A5cuX4bruwPvt5s2bMchjjO3p96FbBUEQ75Pz58/jr/21v9b1+1SoUKFCu12cczScALWmj2rTR0355/phZmkNoBrsCRuUEkzaOiZLJiZLRuqfoRcDxUKFCu2cVDjW9EI03UD8i247XoAgzINjBIABaAaskphi6hS2JWBYydJRMvUEkFnidgHHCt3pGuXFsW0fpT355JP44z/+49S0L37xi3j88cdz88+2W6ZdBgB4Tn1kzxn6Is9NNwQUJJRieuEIpheOgJ18Fyor17G+9AYqKzcQ+h4I1TCz/xjmDt2LqYUjoFTr63mpbgC+gzD0MWVrCDnQcLM/RtO6equGq7dqmJs08ciJfZidNEEIgecJqJcHNlUdOHAAALC2top7D03hviMzaLoBbq7Wsbhax2rFxXpV/Lvw5hpmJy0cWZjAkX1llDMwbXl5GYAADJzzgT8YQRAAQPxa9qquX78OAHj44YfxxBNP4Ld/+7fx5ptv4nOf+xw+9rGPbbkfFxcX8fu///tgjOHhhx/Ghz/8YfzKr/wK6vV629zCbrWxsRHf3tzc7Hs9e0m1Wg2AgNSVSgXnz5/HO97xjh3eqkKFChUarvyARZDMS0GyerOzm8wyhJssC8kKN1mhQoV2QkHI0jDMDdCMXGPibzs41ipDpzEQK5m6AGXR7VLkHNO1Ao4VKjRO6hmg1Wo1vPbaa/H9N954A+fOncP8/Dzuvvtu/NIv/RJu3LiB3/md3wEgOm7+2q/9Gj75yU/iZ37mZ/CNb3wDv/Vbv4XPfvazw3sVPciIAJrv1ocCZbpREAE0TW+FT1TTMXvwHswevAeB78KpraM0tQBNHxwuapp4e1ngo+oIcFa2KCZKJlY3nY4/WNdrHr76wk1QAhyeL6NSawAQLq5Omp2dha7rCIIAGxsbmJ+fR8nScd+RmRimLa41cHOljtWKg42ai42ai4tX1zE7aQpn2r4ybINidXU1Xi9jDJrWH0iUuhMAWrVajcHUkSNHYFkWPv7xj+PTn/40Lly4gKmpKXzoQx9q+/j19XV8+tOfhud5uPfee/GRj3wEmqbBsiy4rovNzU3s27ev7+1TAVqlUul7PXtFnufFx+N73/tefOUrX8EzzzyDs2fPDny8FypUqNCoxTlHwxVuslrDT7nKWt1kiSghmCzpERwzCzdZoUKFdkQqHMsDY44bwg9ZV+syNCqcYoprTAVjJUsv4FihQrtQPQO05557Dh/4wAfi+zKr7O/+3b+LT33qU1hcXIzzfADg3nvvxec//3n8g3/wD/Dv//2/x5EjR/Bv/+2/xcc+9rEhbH7vMq0JAABnDIHnwJD+2G1U1oHWTrphYXLu0NCel0YQjoV+PK3uMtRdBxoFjsyX0HBCbNTbAyXGgRurdWxWBUB7+a0q2MQq9s/Y2Ddjw9DTg3xKKfbt24elpSXcvn0b8/PzqfklS8eJw9M4cXgajhdgcbWBm6t1rGw62Kh52Kh5uHh1HXpYB2PJF1QQBAMDhTAUP973MkC7ceMGAOEElG7BEydO4KMf/Sj+23/7b/jmN7+J6elpPPnkky2PbTQa+N3f/V3U63UcPHgQH//4x+NSwpmZGdy+fRsbGxsDATTVdVYAtMR9ZhgGnnrqKTz77LPY2NjAiy++iLNnz+7sxhUqVKhQG0k3Wa3ppcou680AjLe/OmcZGqZUJ9lE4SYrVKjQaBSEDI4sp1SAmArJ/KA7OKZrJIZh6XLKpNSygGOFCu1N9QzQvuu7vituApCnT33qUy3T3v/+9+M73/lOr0+1LSKUwrAm4LsN+E59JAAtiDLNtC0A2rClaQKghYHfMi9kwM1V0aDg0HwJhqbh5mq9bVilhHBeSPDGYgVvLAr4MTtpYv9sCftnSpifsqBpFPv378fS0hKWl5dx8uTJtttnmzruPTyNew9Pw/VCLK7VcXNFwLSVleXUsq9cXcV9x/ZjstS/M+9OcKDJ8s1sF5JHHnkE1WoVX/rSl/DFL34Rk5OTeOSRR+L5nufhM5/5DNbW1jAzM4Mf+7EfS5Xrzs7OxgBtEBUlnGlJgDY5OQnDMPDkk0/iz//8z/HMM8/g0UcfHVk75kKFChXKKnaTNRJA1q2brBy5yRJYZhZuskKFCm2bwpAlWWOeCsaSUstu4ZhGSQsMk7elm6w4lxUqdOfqjkyqNmwB0DynjomZ/t003apbB9qwlTjQgo7LLa0JkDZZ0nF0oYzFtQYqjTR0CyP4RDOlpdI1dvn6JighmJ+2QEzRsOD2chqCdZJlarjn0DTuOTQN1w/xhT+9lJp/6a01vLnsYnrCwJF9ZRxZKGNqonM5aVZ3EkA7evRoy7wnn3wSlUoF3/rWt/C5z30Ok5OTuPfee8EYwx/+4R/ixo0bKJVK+PEf//GWTiazs7MAMFSAVq1WwRi7oyGRCtAA4IknnsDXvvY1rK6u4uLFi3j44Yd3cvMKFSp0B2hgN9lEkU1WqFCh7VPIeNtySnnb6xmOtZZTlgo4VqhQoS50RwI00y6jsbkCz93+RgKccwRBlIE2aoAWZaDlOdDyVGsGePX6JgiAB45OoeGEWFxrgPHEgSZdbapsg4JxwAsYVjYdVH0Btq68eQPfungL+2Zt7J8pYWrC6OpHtWVo8Jvp8r75SQP1EKg0fFSubeCVaxuYmjDizLTpLmDaXgdojDHcvHkTQKsDDRDdST70oQ+hVqvhwoUL+L3f+z385E/+JL797W/j0qVL0HUdP/qjP5pbojkzMwNgMNeY67pwHCe1vfV6faRth8dNWYBmWRbe/e534ytf+QqefvppnDlzphiIFipUaGANJ5ssnU9WDDILFSo0qBjjCRBr063S9XuDY3amW6V6W9do8buqUKFCA+mOBGhxI4ERdOJkoQ9EV3B1ozfH1KDScjLQuhEHcPlGFQAwaWs4NGfjXCgdaK2HjBN9sU2YGvbN2NgwDuONFwCnvonFtRqW1kV+mmWI+aLk08aE3b4ccznjXnvk3jnMzi1gaU1kpt3eaKLa8PFqYwOvvrWByZIK0/JBncxAc123p/2xW3T79m34vg/LsrB///7cZQgh+OhHP4parYarV6/it37rtxAEAQgh+NjHPoZjx47lPm4YDjT52FKpBMMwUKlUsLm5WQA0JAANAN71rnfhG9/4Bm7fvo1XXnkFp06d2qnNK1So0C6T6iZTIVlP2WQThZusUKFCg4sxDsdLYFgWjDXdsCPAV0UpScopzfzcMUMv4FihQoW2X3ckQDMtAdC8EQC0wBOwhlAtdoSNSrRDBlq3qjkhXn1rPb4/M1lCo42Bq+GFuLZcByU6qKaBhSGOzVG4KGGt4sD1Q9xYqePGitjvE7aO/TMCpu2bLcEyRJOAMAzjDpyUUjDGEAQBTEPD3QencPfBKfhBGHfzXN5ootb0cen6Bi5d30DZNnB03wSOLJQxXTbjL9O97kBTyzc7/YDQdR0/8iM/gt/+7d/G7du3AQAf/vCHO+bVDROgyU6tlUrljm8kUK1GoFoBaLZt44knnsAzzzyDp59+GidPnix+EBYqVCjWIG6yIpusUKFCwxBjHI4fwTAFjMW5Y73AMULikko7U14poVkBxwoVKjQuuiMBWuJAa2z7c4XBzuSfAf070LKKARwhqLs8/qJruPlfjIwTWBMzaFbXcPWtRXzXU2/DzORBrFcdLG84WNlsYr3qouEEuOpUcfWWgAjTEyb2z9rQog6cpmmiXC5jfX09do9JGbqGuw9M4e4DU/ADljjT1puoOz4uXd/EpeubKNs6jiyUcWi+FHf19DwPnPM990XcKf8sK9u28WM/9mP4whe+gHvvvRePP/54x+UlQKvVagiCIO7O2Ytk+efMzEzcUfVObyRQrwuYrAI0QOTVfetb38Li4iJee+01PPDAAzuxeYUKFdpBDcVNVnS6LFSoUI9inMNNAbH0bccT5ZbdiBLEwfspSKbkjpkFHCtUqNAu0h0J0Ex7hA40f2fyz4DhONCAdP4ZIQQcaAvPpOyyAGgrKyt4+sUlWIaG+49O46Fjszh1fA5+wLBaETBtecNBpeHF/zZuvRmvI+RR2aXX/jUYOsWxA5M4dmASfsBwa104025tNFF3Aly+sYlXr63Gy4tcugCG0X9Hz3HUjRs3AOTnn+VpenoaH//4x7taVpZd+r6Pzc1NLCws9Lx9qgNN/lAalQPN9300m01MT0+P5Pm6lSzhzJaxTkxM4PHHH8c3vvENfPWrX8X9999f/LgsVGgPKs9NJmFZN26yFCgr3GSFChXaQpxzkTUmYZjqGovLK7uDY4SgIxizTR2WUcCxQoUK7S3d0QAt8JpgLASl2rY9V+iLcsGddaB17sK5ldp14OwkuzwLAHDqGwAA1w9x4c11XLy6jkPzEzhzzzwOzU/g0PyEmO+FAqZtOli5KqCKbk+jWROP/9aFm7jtTGB/lKE2o5RmqjJ0irv2T+Ku/QKm3V5v4MZqHTdvb6SW+9Kzb+D4kX04sq+M2cn8dXUSYwyf+cxnUCqV8JGPfKQvR9Yw1Ww2sbKyAqB7gNaLCCGYnZ3F8vJy3wBNus2km02dth2q1+u4dOkSLl26hCtXrsD3ffz4j/847rvvvm17zl6VV8Ip9dRTT+Hb3/42rl+/jjfeeAMnTpwY9eYVKlRoSBq402WRTVaoUKEtpMIxtUOl7FzpRHCs/RknkYRjdk45pcweK+BYoUKF7kTdkQBNMywQqoGzEL7TgDWxfSHmY+FAG7CEs1MHznayJ2cBIAZgUpwDi6sNLK42MFkycPLYLI7sK8MyNRzdP4mj+ydx+XkBHU/ccxRXLtfRrAJBGGJ5o4nljSZwdR2GTkVDgpkS9s3YmCy1Ng4wdBqvc/2QjfN/kcyrNR28dnMTr93cRMnSRAOChTLmpqyufgysr6/jypUrAERO20c/+tEd/REh3Wfz8/OYmJjYlueQAK3fHDT5uJmZGfBowDhsB9rKygpeffVVvPrqq3jrrbda5l++fHlsAJrsQgrkA7TJyUm8/e1vx7PPPouvfvWrBUArVGjM1X82GVBWnGRThZusUKFCGXHO4fphDMNE9pgCyaKyyg48PhYBUmDMVlxj0lFmGVoBxwoVKlQoR3ckQCOEwLTLcBsVeE59WwFa6O9kBpp4e9mAJZyyBDSvA2c7SQea29gE5wyEtA4Cak0fz11ahn5lBccOTOHksVmYhhZ34Hzw3ruwuvQW1leAU8emsXBkHssbTaxWHPgBi0EcANimJmDarIBqJSu9rSRzve30sWk4mMDSWgNNN8SVmxVcuVmBbWpxN8/5DjBN7eT5wgsvYHZ2Fh/4wAe63j/Dlsw/2w73mdTMzAyA/hsJqCWcMo9uGA6069ev4+WXX8arr74aN5+QOnz4MB588EEwxvD0009jaWlp4OcblhqNRgwSy+Vy7jJPPfUUnnvuOVy9ehVXr17F8ePHR7mJhQoVylGRTVaoUKFhSsAxFnWmTJdTqm6ybuAYgASIyfLK6LaEZrZZwLFChQoV6ld3JEADRCMBt1GBv805aIkDzdzW58mTdKAN2kSgHweaWSrHLj+vWYM10T57Kgg53lis4I3FCmYn9RiCHDhwIA6bN3WC+47M4L4jM2CcY6Pmxg0J1ioOHC/EW8s1vLUsMqUmS4ZwqM2WsG/ajjtwSs1MaHj42AGEIcPtjSZurtSxtN6A44V4fbGC1xcFTDu8UMbRhTLmp9MwTXby1DQNYRjiq1/9Kubm5nD27Nmu99EwJR1o3TQQ6Fey9LIf6OV5HhqNRrwe+X7UajWEYRi/z73q5Zdfxu///u/H9ymluPfee/HQQw/hwQcfjKHfrVu3YoA2Lg0kZP5ZuVwGpfkuk5mZGZw9exbf+c538PTTTxcArVChESnlJss4yrp1kxWdLgsVKsQ5hxewFjDmeOnSStYLHFPAmJ0pr7RMDXQMfuMUKlSo0F7VHQvQRtVIYGcdaLKJwGAZaNLBRnsAaITQuJFAs7bREaCpWlxaAWMMmm7gdpXHLjoVgFFCMD9lY37KxkPHZhGGDKtVFysbTSxvNrFR8+JBz5tLImNKC6qp50kAGMXhhTIOL5QRMobb603cXK1jaU3ANAn2LEPDkYUJHNlXxsK0HTvQDh06hHvvvRfPPPMM/viP/xjT09MjL7XjnI+9A01CN8uyYNs2OOcxfKxWq6lctF4kX/eRI0fw1FNP4f7774dltX7W9u3bB03T4LouNjY2MDc319fzDVMSoOWVb6p673vfi+effx5XrlzBjRs3thWSFip0pylxk/kpV1mtCzfZZBaUTRRuskKF7iSpcMxJda1UyyvDjucSVZYhSylbc8dE5pgGSovzS6FChQrtpO5YgGZYIifKd0flQNu5DDQW+gO5bsKw9yYCgCjjbFbXokYCd3f1GNl0wJqYwcWr67i17gAAmo7b9jGaRnFgtoQDsyUAgB+EWNl0sLzpYHmjiVrTR6XupB5z/vItBMY89s2WMDdpgVICjaowjWN5Q8C0xdUGXD/EG0tVvLFUhWVoCCoisN80TXz3d383NjY28NJLL+H3f//38ff+3t/DgQMHetpXg2h1dRWO40DXdRw8eHDbnkdCrn4Amlq+CYgy6unpaayvr2Nzc7NvgLa2tgYAeOyxx3DmzJm2y2mahgMHDmBxcRFLS0u7CqDNzc3h0Ucfxfnz5/HVr34VP/qjPzqKzStUaM+oxU0mO102essmE7CscJMVKnQniHMOP2AxBEvgmNK50gvBurSOCTiW362yZGqwTb2AY4UKFSq0C3THArTROdB2rgunmlnGwiB2pPUq6UDTtN4OF3tSOJbcevclf07UdMAui8fKDqkvX12DN/EWTh2fx+H5iY4w0NC1GIQBQNMN8OLLDi4ry2xWG3jlrQ3grQ1olGDfjI19MyXsn7UxPWFCoyTuEsru41jeFGWei2sCpq2sCkfbRiPE+SurePL9H8Tm5ibeeustfOYzn8FP//RPbwlGhiXVhdVvKWQ3kpCrWq32XHaZBWiAcLStr68P1EhAArT5+fktlz106BAWFxexuLiIU6dO9f2cw1K3AA0A3ve+9+H8+fO4dOkSvva1r+Gpp54qXC6FCmU0VDdZycCEXbjJChXai+Kcww9ZGoapuWORoyzsGo7RpJRShWNK7lgBxwoVKlRob+iOB2ijy0DbAYBGdYheOxws9PsGaLKLZz8ONKC1E2cnORFsk108SQTQOAtRawb49iu3QQlw1/4yHr53AYa+NcQpWToWptIZdIfmTOxbmMDKpgMvYLi13sSt9SYAwDQo9k0LmLZ/poQJW8fBuQkcnJvAY4xjZbOJv1yJcBzVcfVWFVdvVbHvgfdgbeML2NzcxGc+8xn85E/+JExz+7PvJEDb7tK+crkMXdcRBAEqlUpPLi61A6fU9LQo6+23kQDnvGeABmBsGgn0AtAWFhbwrne9C9/61rfwZ3/2Z7hy5Qp+6Id+CFNT29cApVChcVThJitUqFAncc4RRHAsBmNumAT0R5CsWzhmGjRVTmmr4fwRINPa5JgWKlSoUKH+JF3AfsDgBQx+yKL7YTzdDxjWh9CQrlfdsQDNsMWg1XPq2xoqnmSgjb6JACEEVNPBQh9h4KNfhpc40PoDaJ06cWYlSzjlYyVAYywZGDEOXLtdx7XbdVgmxcljczh+cKrje5htIjBlUzxx8iA459ise6LkM+rw6fkMN1fruLkq4GrJ0rFfNiSYsXFgbgL7psW+OLp/BscPTmFxtQ4vMHH3Ix/ApW9/AYuLi/i/f+ez+MgPfQwH58rbeuVRNhDYzvwzQBxPMzMzWF1d7TlHTEIy1YEmAVq/DrRqtYogCEAp7aoEdDcDNAD40Ic+hAMHDuBP/uRP8MYbb+A3fuM38JGPfAQPPfTQdm5moUI7oiKbrFChQnmSZZWOG6QhmVJq2TUc02naKVbAsUKFChUamhgTOZF+ECoALAJiWRgWqvNCBGF35/FGfXvNUHm6YwGaaYsMNBYGCAN/WwAX5wxhEIXV74ADDRCNBFjoD9SJs18HmlmajDtxuo0a7HLnRgKMhXAbAqZIB5rsTsgZy32M6zGcv7KK81dWUbZ1PHDXDA7Nl2EZaWdaFqDJJgKEEMxOWpidtHD/0RkwxrFedbG82RQdPqsumm6Aa7druHZbAI+pCQM3bwsgNDVZwtn79+HR+xawuung5uoUCPsevPzsn+DWjTfx3z73P3HP6Xfj8L4yjiyUcWC2NFSY5nkebt26BWD7ARogAJgEaL2oXQkn0D9Ak+6z2dnZtl0sVUmAVq1WUa/XUS6X+3reYalXgEYIwdvf/nbcfffd+MM//EMsLS3hv/yX/4LHH38cH/zgB2EY/TlMCxXaKQ3fTaZ35UouVKjQeMoPWItTzMlkkHU7qDJ0moFhreH8mlbAsUKFChVqJ845QsZTji8vA8Mk9AoCBi9Mu8O6vZjRSRolMHQa/zM1LXXfaY4eZ+0qgPbH/3Uab3vCxImHXOgDbjnVdGiGhdB34Tv1bQFoMv8MAHR9ZwAa1Q3AHawTZ78ONEJI3InTqW9sCdDcRhXgHFQz4iYPagnnVqo7Ac69tgpgFYZGcHihjHsPTWFm0moL0LKilGBhxsbCjA1gDkHIsFpxsLLhYHmzic26h2rDx3pF0O43bzXx1fM3sS8q93z43nk8emIB35o38Kef/x9Yuf4qzIkpBOw03rpdg65RHJqfwNF9ZeyfLUEbEKbdvHkTnHNMTU3Fjq7tlIRevZZddnKg9VvC2Uv5JiAaPiwsLGB1dRVLS0u47777+nreYalaFTl6vZZh7tu3Dz/1Uz+FL3/5y/jGN76B5557DlevXsXHPvaxbW0iUahQv2rrJnOCjgHchZusUKG9I1FWqYAxNXMsgmRBmH+xNCtDowKGWXqUPaaAMUuHbWrQCzhWqFChQnFZuxekoZd0fXmZksgYiIUhvIChyybCHWVoNAW9DJ3C0ChMXWudHs0zonlbjZUrldFfON1VAO2z/2ken/1P07BshpMPuzhz1sGZsw4eOOXCtHp/d027jKbvwnPqKE0NvyufzD+jmgGyQxZwTenE2a/67cIJ9NaJMynfnIkHRzSnhLMb+SFPucYqt5ZT89sBtKx0jcb5ZwDg+aLD5+1L4nijuoH1mov1movL1zdBKcH8lIX9h+/Be973AXzt6b/AzUvP4fjRQ2D2frh+iOvLNVxfrkHXRKOCIwtlHJgr9VUmMKryTal+OnH6vh+7rdQMtGE50HopJT106NDYALReHWiqdF3HBz/4Qdx333343Oc+h+XlZfzH//gf8df/+l/HO9/5zgIuFBq5CjdZoUJ3riQcczJATC219LuEY7qEY9ncMSWcv4BjhQoVupPEGFdKHFuBl4BhYVtINqgIUSGYBjMXeLUBYhrdc+OSXQXQ3vFkHZculFGtaDj/XAnnnysBAHSD48HTLs485uD0WQcnH3ZQmtgaqJl2Gc3qGnynti3bG3fgNHfGfQYknTjDoH+A1m8XTiDpxOl00Ugg7sAZlW8CvTnQOsn10q//2tIGnn9tGUcXypidsmB2OVAzDQ1H9pUxYYoTwaP3H8ShY/uwvNnE8oYjOnRuOljZdMDNu7Dv6ANYuXEZVy+/iL/1Iz8KP2BYXG3g5modjhfi+nId15frcdfPI/vKODhb6rqsQDYQGGeAJh1mpmmiVCrF06UDrdFowPf9nksQJUBbWFjo+jGHDh3ChQsXdjwHzfO8GOIO0q31vvvuwyc+8Qn80R/9ES5duoQ/+ZM/wZUrV/CRj3xkx0tUC+1NDSObTHWUFZ0uCxUab4Uha3GKORlI5gfdwjESgzFbdqpUwJht6kVTj0KFCu05pUohU+WPGeiVCcqX84ZRCkkpiVxfWcdXBMRaXGIJKNMoKX6rKdpVAO0f/n+XYZccvPWmgQvnbFw4Z+PieRvrqzounhe38TsA1Tjue1A41E4/5uD0oy4mp1u/3I2oE6fnNrZle3eyA6fUcBxo/WWgAUkzANlds5OyDQSAJAONtclA61ZZAOd7Hq7dquHaLQFPdY1gftrGvmkbM5MWZssmTKM9VHNd8d5OlUu4++AU7j44Bc45ak0fy1FDgpVNB1P7j2HlxmWsb9bwlXM3YRka9s/aeOjYLExDw1rFwc2VOppeiBsrddxYUWBa5Exrd6WVc75jAK2Xsku57MzMTOrka9s2DMOA7/uoVCo9gTCg9xJOIMlBW1xc7Om5hi3pPjMMY+BOreVyGT/yIz+Cb3/72/jiF7+Iy5cv4z//5/+MT3ziE11lwxUqlFXhJitU6M5QyHgLDBPllcltr0s4plESATHVPZYO5y/gWKFChXarRCkkT4Lvc8siI/AVtk4fAgODrpEOwCsqe8yFZLRoiDJE7SqABgCUAsdP+Dh+wseHf7gKzoHF6zounLdx4XkbF1+wcXvRwOWXbVx+2cbnPgsQwnH8hIfTZx3hUnvMxdxCCDMCaL6zPd0b4g6c+ug7cEpRCdAGcaCF/WWgAZlOnIx1LGWVkM0uJ2V+w3KgyRJQqommCrIsVSoIOW6vN3F7vRlPK5kaZqdEg4HZsonZSSuGahKgqfCDEIKpCRNTEyZOHJ4G5xwXX/XxxjkAzAelJCrhFK4zACjbOg7MllCyDThegFvrTTTdIAXTDs5FzrQMTKtUKqjVaqCU4vDhwwPtn26lZqAxxroCNHkNBICkq+fKygo2Nzd7Amic84EA2urqKjzPGxhe9Su1fHMYV3QIIXjnO9+Je+65B7/5m7+J5eVlVKvVVMlsoUJZFW6yQoX2rkLGk0B+tZxScZN5fo9wzMzkjildK/U9WKZTqFChvSXGeSvwSnV/7DxvUBEgp8RRADFdV8GXpuSEiWm6TkHvsHMsj94v1w/geKJ81fVD+H7ynmz0maU9iHYdQMuKEODIsQBHjtXw1/+GGJQuL2m4+IIdu9RuXDPx5hULb16x8Pk/FAPKI8c8/LUPrOLkCaBe2cMOtMg1lgVG3YpzHpd/9uNAS3XibLbvxJnXgRNIAFqvGWhZyS6eumnBa3bXlbTphWiuNrC4mhwfJUvH7KSJesMBkADKPBFCsG9OBMQTHuDD77obaxUXK5tNLG862Ki6qDsB6koJ8fSEgfl9ZTDOsVFz0XRD3Fyt4+aqgGkH5ko4slDGofmJ2H128ODBkXVgnJqaAqUUjLGuAU07gAaIMs6VlZWec9BqtRp83xddVHPW206Tk5OYnJxErVbDrVu3cOzYsZ6ed1gaJP+skw4cOIDZ2Vmsra1hfX29AGiFwDlH0w1Q7cdNZovQ/iwsK9xkhQrtrFgMxxKnWAzGos6Vbg9wLK+cUu1cuRczbAoVKrQ7FbJM58cuYZg3rFJIkukKmRN83zIvcobp2t4shZTuvJAxBCFHEO1vzw/hptx5wsEXMNHYIIweEzLxvcY4B+e8J7deo749HKeTdj1Ay9P+QyHef6iO939QuHw21igunreFS+2cjatXTNx8y8QzXz6IkyeA2zcd/JuPHcOZs8247PPIsQCDHt+xA20HARqNcsv6daBxxiDbb3SCRe3UbSdOt1Fp6cAJJE0EBnWgycfrhg2vWeu7pDX+cRo50J59dRWXlyHKPifNyK1mwTLFdtu2DUA41jRKsX+2hP2zJZyCcH+sVkS55/JmE9WGj0r0T2q6bECnFA0ngOOHWIyAHqUEq29eAgAcOXK0393SsySwWltbw8bGRleARi3hzKrfTpzSfTYzMwNN620wf/jwYVy+fBlLS0t7DqABoqmCBGj33HPP0NdfaDzV6iaL/jl+150uVUhWsvU77kpnoULjoBiOyW6VChiTpZad4LcqSkmrayzuVqnFZZV7cUBXqFCh8VRcCpmT9xUDsTCZngJiIev4m6ZbaZQogEuBXpHjS+8wr9uc6nGTzGELQ46AsfTfkEUZbSGCkIv97YfwQ44gFNNi4BWth7HeYdcwRIhw8lFKQAlB2CFyabu0JwFaVrPzDE99oIGnPiAIZa1C8fKLFi5dED8YpqcrWLlN8ZU/ncJX/nQqekyA04+JLp9nHnNw9wkfvZYOB8HOO9Bo7EDrDxipoKmfJgKA0omztgEcyO/EmTQQSOdkDbuEU8LMMOjPkRevT3HlNb0QzbUGltYSAm6bGmYnLUwY4qwShiGCIICuJ/vQ0CkOzU/g0LwAho4XCndalJ/WcANU6sn+pwSwTT1uRbx8S+R4rbg2vvXyrdiZtt0ZIzMzMzFAO378+JbLd3Kg9duJs58GAlIHDx6MAdpOaTsBmtzP6+vrQ193oZ2VdJPVmn6Lo8zxCjdZoULjLsY53GynSjWc3ws6fpZVUUJQsrQcMJYE9JsFHCtUqNA2SJbWtTq+Mh0i45ywMDWtQ0pE12rtAJkPvIyc6ZSO53mRcwGmAsYRhiz6mwAuOS11P4JcfsgRBBx+GKbgWMgl7NqZ10QgoJcEXhol0DQCjQpHnq5R6PI91CgMQ3TzNA0Ky9BhGxSGobVtZNDrGHIYuiMAWlaT0wxPvKeJx59iOP9lAko5/j//6gouvLAPF8/buHTRwsaajq//xSS+/hdigDs5FYqGBBFUO/GAh6140jg40LQBM9Bk+SahWsf8sk6SJZmySUCekvyz2dT0YTcRkDCT9VjSSqMPvjhZheBcbE87V57jhVhaa4ArZ6svfPMKDszPYiZyqs2UTZSs5CCyTQ137Z/EXfvFMVd3/BimLW824fkMDVdsN2MhmtVVAMDE9D4sRQCPEmD/bAlH9pVxeH5iWwbHvXbi3KqEE+gfoM3NzfX0OABxXtxOArRqtQpg+xxoQAHQdrOG6SaT2WSFm6xQoe0V51y4xdp0qpRusm5ECJQgfi0qpUyXV5pGAccKFSrUv+KukEoofi4MywTiewFDEA4hD4wgF3p1A8N2uhSSKRAr9TfkuYBLljaqf8OQRx02lWmD79ahSY59NUpj6KVrNC5Flc0MTF0ALisCX/I907W9273zjgRoUoRQmFYZnlPDAw+t4ey7xO7wXILLL1u4eN7ChfM2XnnRRq2q4dlnynj2GdF4wC4xnHwkakpw1sEDJz2YVnpgMw4ZaMNyoGl95J9JyaYAnTpx5nXgBLbBgWZKgOaDc971h5pxgIXi/VVhpKZ3/ghRQqDpBsLAR6PRxBIxsbSeONUsQ8PspImZclICapsaCCEo2wbKhwzcc0g0JKg0fKxE5Z5Xr70Fzhg0w4JZinLWou28td7ErfUmzhHgwGwJhxcETOvUVbQXSddYNwAtDMMYFnVyoPVbwtlLAwEp2Ujg1q1bCMOw5xLQYaheF+XlBUC7czWwm6yUdpQVbrJChbZPKhxzMq4xCcdcL0Q3F/hJ5CZPd6uMIFl03yrgWKFChbaQLMlLwFZ74JUHw4aRByZLIWPopaUzwJJ5WgqQia6Q2wtXGFOBlQq40n87zUtKHNPwa6fcXN1Io9LlRWFI6KXAR1MBXIYmylUlFJPL7lXwNSzd0QANAAx7Ap5Tg+fUUY6mmRYXpZtnHfxNbCIIgNcvmbh4TuSoXTxvo17TcO7ZCZx7VpTfGSbDg6fd2KF28mEXoe8B2OUOtAig9ZN/JhV34qy378Tp1CIH2mQ6J2voTQQMO57GWNBXZ9F4n1AdhFBYpgbboGi6YUu7dw6A6ibCwI/dfPKqiegqEsbAS8oyqMhUi6DazKSFkqlhpmxipmzivqMzQOVNvALg4KHD2DdTwnrVaalB5wpMO0+A/TOJM20QmCZBWDfQSy6j6zomJiZa5g9awtkPQJubm4NpmvA8D6urqzhw4EDP6xhUsoRzampq6OsuANp4qXCTFSo03uKcw/XDdCC/mj0WlVV2M2AScEwFYzrsTO6YZWjFwKRQoUIAZB5YXuh9BMTCvOkMfiiA2DBAjp5yd6mOLy3TGTI9z9AHL4VUw+fT4KqDe0spbYxD6zMljmHIRp7NNagkjIyBV1zaSFKwK32bKMsV4GtUuuMBmmmXUQfgO/W2y+g68OBpDw+e9vDRv10BY8C11w3RlOD5Ei6ct7G5ruHCuRIunCvhv/5nQNM4PvnJAOUycOnlaZx8jGJyevS+TDpgF04WZYUN4kAzS5OgVAdjAdxmNXakxc/BQrjNqANnSwnncB1ommEm04L+AFqSfyY+Pq4Xwo0cIxoFJksGOIBqwwfnYt/5AFgggGoQckC5Ti1tsPIKt+sz3F5v4rYC1UyDYrZsxeWf1669BQB46P578d5HDiMIGdYqDpY3RVOCzbqX2mbOgdsbTdzeaOIcgH0zNo7uK+PwQhlWjzCtlxJOtXwz74QuSzhd14XrurCsrWEz53ygDDRCCA4dOoRr165hcXFxRwDaKEo4G41G1/u00GAqsskKFRpPCTjGEhCmdqtUcse6gmNAnC0WO8gU15htarGDvFChQneOGOMZ0BWmQu9bpmUywgYVIVEeWOT+6gS8Wv510WE3Dp9XnFp110fYUMGVgF8pGNahxFGCrmE0BNhp6RrJcXPJMsc2Tq/Ucnu3O+de1R0P0Axb+M68DgAtK0qBe+73cc/9Pr7/Y1VwDtx8y8CFyKF24XkbK7d1GIYAIL/+L+/C+vocjt/nxU0JTj/mYHZ++4Fa7EDrs4RzGA40Qgis8gya1VU49c0WgNauAyeglnAOJwONUA1U08HCINonpZ7X1WmfhAzYVIL/J0sGLMuCU0vy5LISV04SwEkA2JYOXSMIQtGNy/NZDMAA4Mqb1wAAm8EELl5di+Ha/tkSyD3z8PwQK1GHz5VNB7Vm+rlXNh2sbDo4f2UVs5Mmjh2YxNGFybh7aCepDrStymA75Z8BgGmasG0bjuNgc3OzK5hVr9fheV7H9W4lCdCWlpbw2GOP9bWOfsUY29YSTtu2USqV0Gw2sbGxgYMHDw79Oe5U+QFD3fFRbRRuskKFdlqcc3g+S1xjsmtlBo51Oz6zTRWIJa4x6SAr4FihQntTqVLIdiCsw7xhlUK2OsFygFicEZYAMS1ygTGeBM5nHVphKLbf8YI27q5OuV2jgVwibJ5APc1yiPdnO0omswH2ulLymJqWnZeBZMX3wp2nOx6gmX0AtKwIAY7e7ePo3T4++IPCWXLrJsHiRQEtpuc0rK0RvPmahTdfs/C//kAApLuOe3HJ5+nHHOw/OJjLKk/SJdUO3mwl6bbaKutrK9kSoOV04mzXgRNQmwgMWsIZRuvTQDUDLAxG4sqrNX1wIvYd4T7mpiyEIUe16bX9MuAAmm5620yNoGQbIISgXq/Ba4oSQF+bwuXrSSmloVPMlkXZ5+ykifuPzODREwtwvBDLm02sbDi4tdGA5ydAcqPmYaO2hhdfX0PZ1nF0Xxn3HJpCycp/fVNTU6CUgjGGarUau8jyJEs4ZalmnmZmZuA4DiqVSlcATbrPZmZmUl1Ne5HMQduJRgKNRtJcolwub7F0f5qbm0Oz2cT6+noB0HpU4SYrVGjnxTmHF7DcckpZaum4PcKxnHLKOHPM1AqYXajQLpYsBZRZX14b4BUEDF5LWWQ4lHI/6TgydE10E2xxfGnQKQHVCLQIFMnzDufIdF5MIJbrhag7fot7Kwu6RiFKBOSiVGw/QQZ48QR4Mc7BeoBfEpZtFSaZKnXUKHS1xDEFvDLz1OkF+Co0gO54gCYdaL7b2GLJ3jS/UMciAIDg33xqFRtrm3FTgovnbLx5xcL1qyauXzXxxT8SAOLAYT92qJ056+DQ0QCDfrbHwYEGdO7E2a4DJ5BuItBL6H9WsosnoRo0XUfgjW6faLooG3VdD+tVN54+M2GCUoK666eAVp68kMOLyjI3lwX0mZicxYF5cex4foia48MPmCjj3HTixxoajUs/D8yV8MBdAmatbDpYXKtjteLG7pm6E+DS9U1cur4JU6fYP1vCicPTmJ9OsuMopZiensbGxgY2NjY6ArStHGiAKOO8detW140EBsk/k1I7cQ5yXPUjmX9WLpdjQDxszc3N4ebNm0UOWge1yyarO37Hq62WQTFZMgs3WaFCfYpz4fSIYVjGMSbdZN2W9liGlg7kj8op49uGNnBOT6FChbZfjPMWsNXaGTIDxJT8sEFFIC5Eq6V2agdCSgR0kacTQkh8QZRxDsagBNMzNNwAQSOd7zWK8HkCQNNEkDylFBpNQBchBAQJo0rDLlGOKsP3807BTFCuvlxpKvhqyfZSwFec69Wm/LEAX4V2Wnc8QBuGAy1PSQdOE4QQzC2EeM93N/Ce7xagrlqhePkFGxfOiaYEVy6ZuL1o4Paigb/4gggWn1sIYnfambMOjt3jo9fxtsxA44y1DfDvpMSBNiBAi+BYXifOdh04gQSgAQDnDIT05+TIOtCAxEnWq3rdJ3EOXZDOJdtsJPdtQ/zY90PWUm6ZVWNzRTxmeh9WKyooI5iaMGEaFJwDjhei2vDghywu2ZTSNRKXfR7bPwmNEqzXXCytNlBzxH7xAoYbK3XcWKmDEmBm0sJd+8o4um8Ss7Oz2NjY2BJ6yflbATSg+0YCwwBo+/fvB6U0Lh3ttxS0H0mAth3lm1Ly9ex1gFapVDA1NdX2x1S/bjISucmmik6XhQr1pASOhYp7LN2t0vHCrgdflqGlYFgpU2Zpm3oBxwoVGiOFLAFegQq+QqUTZBaIRYH4w3BREQLolArgRQX0kq6p+KcCV0sDOUImLrQHLAn0326p26lrEaSjACUUhCKCdQJ8SanljJxzhFzCrnQGGWM8iofhAAZ/LbK8NFXKmHJzyXnZ5ST4EtML8FVor6gAaBFAC30XLAxAteHskq06cE5NM7zzvQ28870CqDUbBK+8JPLTLr5g49JFC+urOp7580k88+eT0WNCnHoscajde7+HrTZXDckPQx867S1QfHgONOF6yuvEmXTgnG15HFUBGmMAHQygERWg9etAk00EujxWpAOtUxmt44dw/GRAP1M2QQhQbwYtAaP1zWUAQHlmX2q6H3KsKQ43ACjbOqZKBnSdgjGOhhugUvcRhBwrFQcrlTRUmykLlxrjwGbdQ6XuIWTiqtR61cV61cWLb6yh5ov34a2byzh5isHQ88GsdKBtVcIJdNfVE0ig0CAATdM0HDhwAEtLS1haWtpzAO1O6MR56dIlfPazn8X73/9+vOe9fw11R4AxNZ+sOzeZ0eIoK9xkhQq1SnaLS3erTN92vKBrOGYaVOlW2RrOb5t6nO1TqFCh0SguhewIvJJ5WWcYG4LFSpY2Jl/DwjPFASByS7WNQeEQ2zekVBzpQtM1Ak2j0CM3Wgy/KAWlUEB+grxU4MWYKGdUw/iDkMEPoosO4XCy1FSlwVd/Qfe6RovfQ4V2TCLXL5PTl+rWyrCx0Z0BY5i64wGapptRJpYPz6m3BNz3q8SB1h2wKk1wvO2dTbztnSIk3nUJLl9MSj5feclCtaLh2afLePbpcvQYhlOPODgdlX3ef9KF0mQSAEAoBaEUnDGEgd8W6LWTdGkNChZNO78TZ7oDZ+u+V0GbgGD9gTwWO9AotOi19J2BFkoHmrnFkkgtl3WgdZLaRdMyNZRMLSo589CoCAfaxMx+UBLlDWQeL+3ZdSdA3Ulep0YJ5iZNTJQM6JQgYBy1ho/Nhocg5FitOClXm0YJZsoGGAMcL4AfXR3UTHEMvv7WEj7/rauYLps4NDeB/bM25qZsaJQgDMPYVTZMB9rq6iqAwQAaIHLQlpaWsLi4iJMnTw60rl5UALT+lHWTnXv5dQDAC6+8gU3jeNvHpdxk6r8JA2bhJitUKFZSVhnAUcGYUmrZNRzTaewUs63WcH7b0qBtUwl7oUJ3urhSCpnOAgtTsMvL6RgZBGyrCKoRbD8QpghZ5y0SoCgqt1QcXXoMvGiyjDpNpNbHTyFfeQy7QunkSvaN3JfN2DW3feBLhVt5YfZt5xXgq9AIJaF7yDLNJ/KaWeTMC9p0bQ3D/DLirBr16va/yIzueIAGCBeaU9+AP0SAFkYATc8SrS5lWRwPv83Bw28TMCMIgNdfFUDtwjkbF1+w0Khp+M63JvCdb4nOlabJ8OAZNy77PPmwC8vm0DQTAXP6clz1CovaKd2JcyPez506cMrHEULBORuokQBXMtBkYwXWZ2OF2JXXZYC9LPVkPQA0Va4Xwo3KzZz6JlgYQNMMlKdmW04shkYRhK0/figlcZeh1aqLVcWpVrI0HJwtoWzrIITAD1nKfaZ2FQWiLqETAv7IZgaVaPlL10XA6MKMjRL1wTmHpmkdYVEvDjTO+VBKOIGdayQwSoC2sbEx8oy3QRWE6WyyakN0uaw3026y1fWokUbUkbVwkxUq1F4SjjlKt8pU50ov6Lp8yojhmJaGZIqbTNMKOFao0CBijMeAyw9FkLzri3+ez+AFIXxfBOIH8b/uB52jlihRzLi4FNAV/1UcX9Llpc6Tji9wAo6oXDEadEugJZoJsBh8eUEYwy913rDBF6Ukt4uj6gLLzftSl9NoUZZeaOiSY8CseysPXGVBVzvnl2xq0W1e6SAiBIkTNHaEivNB0xp+E8atVAA0iEYCTn1jqDlovTrQtpKuAw+ecfHgGRc/9Lc3EYbA1ddNXDxnxy61zQ0NLz1fwkvPl8Rzaxz3n3Lxwz9owTId1KsBSj2O2cMhdeEERBmn6MS5CUTNFpMOnLNtB/mEauAhi8sw+xHLLeEcMAOtxyYC/XZCVdWIyjdL0wtgXPyosAyKkAGuH6bKPfXoR4frs5aTm6FTECDqchaiqTTRIESUkB47MImSqYMQ0RV0s+5hM4JquhUBtJzPDOPA8oaD6poAU7pVxrdfuY19syXsn7ExWTJS77XqQNsK9jSbTbiu+GxJSNSv9jJAm5kRHW3DMNyyU+pOaJBssklbgLGqTXEbQMng+L533V24yQrdsRJllQoMy3SrbLo9wrGMUyxxj4lwfr2AY4UK5Up1YgiHVwjXY3D9AF7AYvAVBBx+GMbuppAlWVa9dC0ctmT4vHRo6VoCeVrdXSRnQJvAsew8Gbif5+hK4FeUQeaHaDjqMmrJ4zaAL0LiQPvWjo0kU/LYPu+rAF+FBhGPGjm067La0dkVJhl+0r2VXsdoTiqqezI5Z+ScK1rOGZ3BeqfPVrcVTMNUAdCwPY0EYgeaPhyAlpWmASce8HDiAQ9/429WwDlw45oRNyV46ZyN1ds6Xn3Jxvp7bRw6tIl/8Y/nEJIjcVOC0486mJnrHC7JhpSBBqiNBDbiaUkHzvbOP0o1sNAf0IHW2kQgHDgDrVuAlt9EoB/VowYC5Zn9Yp2Mo+Em+0WelLxA/jATJ0xCANvUwRmH44ct3YpsU4NGCTw/hB9ybNQ8bNSS7TV1irkpC/cfnYZt6qju03HlO4DviAYDeedlP/o8mXYZi2sNLK414ufaN1PC/lkb+2dKMdwJggDNZhMTE61ORCnpPpuenoZhDHZMSoBWqVTQaDQ6Pu8wNQqARinF7Ows1tfXsb6+vmMArVs3WVaJmyztKFPdZDdeEX/DwC/gWaE9KwnHHC/drTJ2k7lhS05mOxkabVNOmbjJCjhWaK9LOjHkgFQ6MORgU3VbiHB7HgXihzHIiQenEfiSA99RSWaE0djVJZwYwuGkwdAJTF2DrtMW95YctOY5v9q5tfPAV3Kbw/VD1B2Wcn0F0Tx/W8EXuoZb7ebJfVCoULdKynuzzq18Z5fa4CFs6/oS00dxGpFu0G4dn6m/WvacksAvSu+cDqkFQANg2GLg7I+xA20rEQLcddzHXcd9fOgjVXAO3F7SceGcDc0Rb7Nh+Lh80cLrlyz8z/8qgNVd93hxU4IzZx0s7E9DqlBmoA3YhRNoA9CkAy2nA2f82qKcFFmG2Y8SB1qSgda3Ay16XPddOIfnQGtWBUCamF7InS9+4CTvofxREDLh+JGyTQ2mTuH5IRyfpVw/MjNKloPWmj68gOHWehO31kVGn3gvCBgLcd9BC7OzMwij0s+1iovNugvPEaDIiAC1lOOFuL5cw/VlMb9s67DsElyniZXVddzdAWQNK/8MACzLwvz8PNbW1rC0tIQTJ04MvM5uVK2KWv2pqaltfZ65ubkYoB0/3j4jbFANpdOlkks2Weoum8yLSjcdx9liyUKFxlNhqHSrjMBY1j2WvdjRTrpGWrpTZsP52zV7KVRo3MR5UpqXysrJG3TmOjXSEEwd1O5EeaOI2iJx2LxG0wNSIwI6pk5hGBosncIyNViGlkCeuHyx+wFqC/iK4JfrhR0dYNl5w+iOqYoStJY4ahS6ng66z8v7UucV4KtQOyWgPCk13NLZpSwvp+U5ukZxDqEE6by+PGdX7BTtzdl1p0Cu7VQB0KA40NxhOtCiLpzmaABaVoQABw8HOHi4hivPA9VV4BP/cBHXru/Dhajs89rrJq6/Kf796f8QDpWDR3wB0x4TzQniDLRhONDiTpyVuBOnhGl5HTjj1xJ13uzXgcY5g/TD02FkoEkHWpcAbZgOtMATsEBC362Uvdonmws4XhjDDY0STJYMUELQcH24voBm8fZTgumyGZWKiqYDTQ8wrBJ8t4Fzr15HecYVDQqmLOybsXH/0Wk0boRYAjA3NwtDo21dEnUnADUnAKeJr/zVFRxd5jg4V8KB2RLmp+2UI2JY+WdShw4dGjlAG4UDDUgaNwyrkcB2usn6kSzllX8LFRonhYzFXSmbmdwx6SbzuoRjGo3gWCZ3rGRpkXusgGOFRi+13CjfhdHNgFWWH7UOWMdJIn9HcWpEQCcGX4YGy6CwDC3+ZxoaDL2/AasKvoJQ5BcGEeBKA6+kk6MKydQssGHvh2wXRxV8pTs5tg+6L8BXIaBHUN6ts4tJADaac4gKrdpl+eW5PbdydhXZveOtAqAhAWjb4kAbMHx/GJL5ZaWSi/d+Tx3v/R7xOiubFC+/IJoSXDhn443LJm7dNHDrpoEvf164Y/7fv8gwWQa++fQMHnrEwF33+Oj3M53txGmWJuE2hRunkwONRgCt3ww01blGUiWcA3bh7DEDjQX+wIHuEsJpfZYG532diEYBCdybKhkoWToY49isu/BDjnWl6YChUxycK+Gt6RmsLjdgERe6RhCEHCubDlY2BeS7vijKTSenZvDQ3bMo2zo2ax5urtZRaaThpWmV0cQqPKceA5orN0VNe9nWsW+mhKP7ytsC0C5evDiyHDTP82Ln1HYDtH46ce6Um6wfSXAWhiGCIIA+hJzGQoW6Uch4bs6Y2rmydzgWlVPK0kold6yAY4UG0faUG4kB73hhrs7SKEmgl0Fh6sKJb8T/lPtaMk1CsG4kXS8SYDWj5hwpN1dOmH3a9SX28zBFoJQ6qnAr5fSSt1uD7iUkKzrn3pkSkCvnXNABlOefR3YGlOd2YM3t0tqbs4sSFG6uO1TFiAOAYckMtMbQOtYlXTh3xoGmql3m1/QMw7ve18C73ieyqRp1gldetONOn6+9bME0xOv4zH86iLW1eUzPhjj9qHCnnXnMwT33e9C6HB8TQmBNzqBZEZ04pTOM6gYMq9T+cQMCNNW5RqkWg69+upICqgOt2y6cAqBxLhohEK2/jx1nLCkf7bO7azeqRvAEEFcaD8xaMHUNrh9ivebCj8o5mSbes82NTRw/8RCmIhdb3fWxVk1KOOuBjpfeEOBLNCiwcPygALS1poe1qtuxjLruBKg7VVy9VcXr1wToWm1oeOt2DYcXStC7PQBzJHPQFhcX+15HL5LuM8MwYJrbC9clZMwDaP26yUyDKpBseG6yfiRBJCBgWgHQCg1DjPEEiLXpVun63cOxViCmdKu0RHlW8QO8kBo+nx6AtpYUpQarbZwboy43EiWKrYNJHr22YYTiE0CBXRJ0Ceily/JHBXoZWjJN12nH7yi13EuWMja9ENWmn3F6dShzjPK+hqkU+IogVtr5lQ66z8v7kuH2xXlmb6vlHJJ3nlDLFHMgegK30hBsFE0tKCVJqWEbd1Yr1Nra2VWULI5W8lzKIneh2hyFMfEbK8ydx3ubp9yuVKojf53FiANJORxnIULfhW7aA69z1BlonRQDoy1KFifKHG9/dxNvf7fIuXKawCtfE4858RBD7TsMlQ0N3/xqGd/8ajl6DMPJRxw8fFZAtfsectEp290uRwCtthk7w+xy+w6cgAhEBwDWZwZaCrwRAqoNVsLZqwNNPJ8ongwDL37+XhUEiQus2/y1QeWHDLc3koypCUvH4XkLukax8dYM1peARr2KGysJ+JqwdeybMuFHnT3P3HcULjOxVnPg+QwbNRcbNdXRRjA9NY0VIH6MlOjcBPiB+PZ2G8KV1mAmvnN5GbgscjSmJwzsmy3hwKyN2bIFrcsgbAnQVldX4fv+wI0JtpJavrndX+iyhHN1bQ1Xbm727CabLCmOsm12k/UjtXTTdV2Uy+UOSxcqJH64OV66nFIFY003hOt3d6GGUtJSTimzxmSppaEXcGwvSQ4MUq6tTg6tLcKi1cFttlP2doggGqRG5UECqgjoReIlBOziiAY7ymtmHUbRApQBW420RbfDBIClHV9ax3myk2PqeXPAl4Rbjhvkh9mnQvATd9gwJcFXArRITobX1kH3xeB/b6m3c0jmPLGFs6vT53NYIgQ5JYdpd1a+syuTydWmS2uh/iTK6cU5uz286g1QiXM/4tvZ5ds9z050EG64g2eM96oCoEG4knSzhMBrwnPqAwM0zvl4OdD0/rpOGkbi8PjH/9c6QlbFlVcsXDwvXGovv2CjUaf4zjcn8J1vCghpWgwPPezGjQkePO3CspNPk9pIgPMwmta+AycwPAcaoZoIcdUHLOHssbECIQSabiAMPISBj34PCZmrR3UDhOyMjb7hBmgsi9cfUvE5Cb06ZiZ0eIG4YttwAry2EQFSQrDa4Dgwq+PYwX2YsHTUmj7Wqy7WqqLZgB9whFTsFNkJV5aEqvkdOgniEtZyeQry524QMqxF67v0lphWMjXMTVlYmClhtmxiumzmdpebmppCuVxGvV7HrVu3cNddd23Hbou1Hflnqpus2oggmeNjsyL2ZbPRwPnXbrUAXzPKJpsaAzdZP1IBWtFIoBDjXGQ7ZsCYdJP1BMcISXeoVF1jETQr4Nh4aqtMna5dGXnOr5GWG2XdFHIwClBCBfgCAQgHB4ldXlwZ3MjBdVwuKPfBgK9Dupq2Al5ymuoOkyWAKvhSSxkl5Gq6AaqNdmWOPFUOOex3RZYrJq6v/Lyv1vkJJCvA1+6VhBE9OUDH7BySX3LY2m0x5exKZXflO7t6aWCx1yXPufIiQzsIlQ+ekNzuEVDlP89O74320mhywYZGtzWqNFRR5mm5y209r17tLhd8mCoAWiTTLscArV2Hw27FWCDKEzEuDjTpuOoNGIXx8gSEajA04OQjLk4+4uKHf3wTYQhcvWLGTQkunrdR2dDw4l+V8OJfifI+Xee4/5QAaqcfc3DsmMhlcuobiQOtQwMBIMlA67uJQPQ8cj2DdOHknIGxqIyyh8YKNAZo/TcSkI/V+8w/G7ZkdmCzUcNmI70vvWYtXqbWDFFrVvD6onCPGTpF2dYxPWHirv1lMMZxQ6vh6ktAEDnQ8oJvNzc2xOOtEizbxpH5CZiGhs26i/Wqi6biqmp6IZqrDdxcTRxtkyUdc5M2ZiZNzE5amImg2qFDh3DlyhUsLS2NLUDrJ5uMaAY03UQYeJgxQxw+tE8J8zdgGuPjJutVnPOWEs5Ce1eMc7gxEFPD+JMMsk6uSlWUIA7eT0Ey6SazdJgFHNt2tc3UUfK1es3UkX9HIa1dqVE8MFU6pakD0agDo7xKz8DBlYFUHBIfMHgBgx+G8AOGhiv++kMCRkYKdknApaWmt5RERs4ocMQ5XWpgvQR1QcDQ9LxM3lfa7RWEwy8LE+6tdLZXDLkUuNU6vwBfu1GM5XdP7ModqpxfVJC7W84hrXArgWB7vVyXK8BqK6jUaZne4BXAOItLECU0G1dRgnzYlAFP8X0VYin3xW3kQqyWx+UArryy/u1QhRYOtB2TYZeByspQGglI9xkhtO9yvWGKRhlcvTrQ4lJF3cj9AGgacOJBDyce9PADf6sCzoHrV424KcGFczbWVnS88qKNV1608Ye/C8zNWfjf//c/R6NSRaPGQAGUOjQQAIbrQAOSTLh+MtBCBUJ260ADRA6aj3qcn9aPpANtO/PPepFZEhDIb9ZbsgOlk8y0W0GRHzBs1Dxs1DxlefFY16kDnMHQdRAiBs7yx4zXrETPO42mG+CKBHIaxYG5Eo4dmARnDEvrDpY3mmi4aahXawaoNWt4azmZNlkyAFN0oH3z2g2cfdvbc51qw9JWAC2bTSaBWb/ZZLcuLGBxcRF3zVE8dM9wGi+Mg3w//TkqANruFY+cY00vCuHPCed3vbAraEAIWsFYpnOlaRRwrFu1C5+Xg8/EXdFh8NoGdI06UyfrvMhzZ7Sf15q7wzgioJWALT+MoJcyremKv14EmvwgHMoAnRDkQq92MMyIXg8hpCXoPgu3mm6A6qjBV5ThlQCvBIa1htm3Bt0X4Gs8peZypc8LHTqzdsj2U89Bo+AXlBB0CpXPljL2cg7ZTcdrtyWCLbe7Kh9szcViHSDZuGIrQtAHoBIxRRJStcKrXt1ZYht207G1W7XzdGdMJN003hAAWuAl+WfjcBDLLpy9Zn7J5buFgIQAx+7xceweH9/70So4B27d1IU77ZyNl87ZuL04C88zYJo+AAFA/s9/fBL3PGDgzFlR9jm/Lw3KiLT8D5iBJh1oVO/PkQck0I0QGq+vG8nMMjaQA218OrsCEXSGcFxmswNVB1pX6zJLAAjAOXzPAUirHddtiJBIa2IqNd0PGW6s1OMcNk0jmLB0HFmYAAjgRkHAXk7wd63pI9DF+t64eh3/65tXMVkyMDtpYrZsYWbSxEzZGloXvGo1eg2lCdxeb6QgWS/ZZPLf1BZusrm5OSwuLvbUiXM3KAvMCoA2nmqBY0o5pZgmnGPdwjHbTMMwOxPObxnaWHznjlJ9DVBzS4uyg9cRZuq0uCryM3VallEHpzmD1E7HggqR/IDBk9ArFLfrjpyuALEYgg2ne1zcFVJCLy1dEhm7viiF+Bkks8rkxaWkY6MKuBw3hB+6LUH3wwdf+RleeXlf0umVhWRF9tHOK87l6hWOt8n9k+eRYZQLdyMCKJ/99mHyaqi8ukzb80yUFbhTkiWCg5T1hYylsgzzAFX2dt56x9hstYW7Cn1AqK0BVR4kK85jd5YKgBZJDvSH4kCTpXZjUL4J9O+4ChUHWj8iBDh0NMChozV8z4cFUFm5reHq+VkAwgbkOBZeuTCPVy4Q/MnnhBPo8F0+TkcZamcec2LnWP8lnNKBJiBI3FQhKrXtJU8shoo97hMJvQZxoAWxA21MjiuqwbBK8N0mvGYtDdCiDpzSpbaVCKXRuhrwnDoMSwA0SkTjgpKl43YoyjHn5+cxVTLg+GJQk1UYclQbIg+sG5UmhTOrWVsHZ4kD7Ppyci4o2zpmJ63oX3dQLc9Ndm1xFQBwddlD7eKt3MeZOhWh/baBqYnBssnm5kTJ9F4HaEUG2ujFOYfrhymnWAqSRWWV3QzaCSBgWJQzZqfC+cV929y9cKyb4OjxH6C2cVVI91bb0qL8wasEXYNk6nDOU1Cr6QYtMCx2hwUKEIvKIocBlKTrqzULTIvLqYQjQOxIicA4j/KVMl0cG26AoJEujRz2WyzBVxp+pWFYy7wcSLZbP4+7VYylzwm53Vq7cna1nmNGoXYlh3kAfCtnl5rdRYdcJibBURCB8s4OKnQIYO+vRFCdN64SUKpTvlVOyV9mudhlFc9D5zLDNvMKFdoJFQAtkjFMB1rcgXM8nEISoIU9Oq4SB9rwOhPuOxCifmQa64sCoM0szOAf/Z+3ceG8KPl847KJxesGFq8b+PP/JZxBH/t/zOCRh4HLF3R4MHDXcR+9nDNl986khDM57FkYQuvBXRT22IFTKgFoAzjQfAlmx+O4AgDDnhQAzaljYmZfPL1TCWf7dZXhuw34TgOI+kowDtScADUnwMaGgEBGaQr7Z0s4uq+M2UkTIQNcP8BG1cWNlTrWay7cHLdZO1kTU6CaDhYGcBuV3Ey+uhOg7gSpbqMaJbCigb2pUWgaRciSrCYnJ7C82RCPN6xSrpNs2NlkexWgqflnQOFAG7YEHGNRxlh+t8qmF3QNIOycbpWxg8zUxwKOZYOjuxqE5pU05j52/Aeo2Y5oKhzbzpIQFrnAvCDMBV7t5nkRXBpUhER5YJoSeq8lZZ+UJKH9ACK3ZOIMkSAjUCFeBMOG7eCTjjW1xDFd8tgm6F4vwNeolC173jJwfmzLnreG461l0TngXMn928oRmu78xyIHVRpIBX6IptdriWBUeqhkWHXqRDiu2IqQNLDaqsQvWyKotczLuU/aT0/WPZpcqztdnPOou7FsEJM3jccdkONp6Hd5eX+71r99y9dr1ZG/PwVAi2TawvHiu8PLQBsXB1pcPtizA623bpPdqlSegRzOT87O4NSpBt79fuEuqtcIXn5RlHxeOG/jtZct1Gvi+Z9/1sS/+uW7MDMb4nTkTjt91sHxEx60DswhW8IpQJpo185CvyeHXeJA6+2jI59jGE0ExqWEExDOzcbmcuw4k4pLOEvdlXCKdU2gsdkeYssSzpCW8Ppi0pQgfrxORRbYhIl9BoUfcNQdHw2380CfUoLy9Dyq67fB3E2Ys/PwcpxtWYWMo+EEaDidwTQlop29pWsIfeGUeuDuAzhyZAamocE0xDzT0ERA8xC1VwFaUcLZvzjn8KKBfjsw5rhB164X29RSYMw2010rLVMb6lXiTuHzqZD5TBe01kFqK+gaheRgMi8TZzsHqNulVClkyFpLItV/oSiH9JRpwyyF1GnklKIEVKOpIONkg8UAIXaChElHx6bro9IYvvNDvm8x4Mp0cUygWLJcXofHYtA6HCUdQNVmFK2h8r1ndo2w7DkvXL4HcC7dkZpo5yqC5yEuWvaSbxWEDJ4fRoCqjQNrC3dWyPhI4GC/ynU/qYCqYwB7l/NalmvNxNqNn38evbE8Oq7EXdm9Up3P4/vRIvHyPDppJ/fFCjst3x8Q6mP5tvMGh0WFutdONHQoAFok6UDz3SYYC3vKt8oqcaCNB0BLHGi9ZqBFwGaIDjQAsBSHj1WeSc0rT3I8/mQTjz/ZBAA4TYJXnnMAFzh42IFpMmxuaPjGV8r4xlfEezYxGeL0o64o+3zMwX0nXah8i2eaCBBCQHUdLPARBgF6eZsGd6AN0kRgvJyNQFKiKYEZEJXVRBDM6MWBZsnPYCtAC3wvfv1WaaplPgB4kSuh1uzNack5YJXnUF2/jfXVZUwsHO/p8VuJccDzGVwvgOeK4/r6eoBbjZXc5U2dClebocHUI8BmyPvyNo3madA6lEBJgLaxsYFso4fdrKwDrSjhFOKcxy6YuFtlS3ll2PUgzzJkZ8oEiKndKi1Dyy3Bk7lcQcjQcIKtXRg5A9Z23dVG8cOSEqQGn9myw+7dW9kB7HgOguT7JbO+vJbyRwG9glQYfjJvGL9dNQrougaDJqWdlIrva7HLSAS/eORWEfk+EoT4AYOz3eCrTSljDLxacr/E48fxPR93SUfoIK7PdvB8VIOtducECbwTEBNBGJJ0rSNAVPab5N4l+wa5EEre9vwQzY7lg0knwXFVGlihK2fU1hlWOW6sLR4nL/5sp5tGAEY2YvgzTDdQsow8piQQK7R9IlEkgDhnqOcNZRqUc8rQl0/OU4MvL+/3t3y1Wmm7n7ZLBUCLpBs2CKXgjMF3G20H6d1o/BxoUWh+GPQ0iE4caMM9TGyl6+ZWHTjtEsfBIxy33gCe+q4qfujvXcVrr1hxY4KXX7TRqGl47usTeO7rwkVo2QwnH3Zjl9qBBeEmojQp1dQ0Ayzwe3blycYDvbry6BAcaEHsQBuP4wpISjRV11jgNcE5AwiBabU2A2i/LllG3WiZJztw6map70y+TipNyRy0taGvWyrwXMjRv27YbZeTIBDo7tgkSFpMpwbtOoVGxOc9CAKcv3Qd01PTMXRrd0U1L3x13AaAWcdZFqjtRcVwTDrFMq6xZhTI3+3g0DJE+bFlaDGUVYO9KSWxQ0cOPBtugGrDaxNML90Yo3NhtIKrnODoLcLnxy04ul8xxlugVzsYljd9GJKQUJxT8rOJYncLT8pl5aA+9EIMw0uaBl/pUsYEfnUOutcjB1uhzhLvHYuBee+O0DywPjpHaAuIib77SFS2TKPBIJAM2KICBiD+wwFOwMDBo8B26YZhEeD1giAGWeMs+b1PIrBESAKyWyAfSZalkAPdKOcvmgcC0Oi+/DQRkrmv3gEAFdpga8Ajj6st4VIucOoEiJL5hbZP8jgSt+VxBUCBJep99XslezyOCtgMtnwnYNX98oUSMX/448KtVAC0SIQQGFYZXrMK3xkMoI1d2HvsluJgLOjaPSXLFYftQDPtMnSzhNB3Y3DRSVRpImCYwKlHXZx61AV+YhNhALzxmomL50WXz5fP26hWNJx/roTzz5UAAI8/cRN/4/uBG2/ZqPglnHzEiXPQ+m6ssCMONHlcjZMDLYJeigNN3jasibhxQzcyZBl1Tglnuw6cw1IM0Kpr2+bUCjzhPtNNu6f9spU4EIeJi6Mrnb1m2GV4zRouvHYDk7O9d54Fkh84na8Ad3eVOBfaZa4I5z6WJOVYe62JgAxDb7ohnNg1FqLp+mi6IRpRIH+3pWWUqNlV6vOIoOIwFA0A3JycvmGrszOrNRw6b5lUcHT0mEHC58dVYSi7QLa6vLaCYcMYmBMgPm4oTQYEUtJVoDpaVAVRblP0anp+ftXpl8r6yji6suBLDcHX9QJ8ZaV2as0vW2wtR8zN8NohR2g8iKQZGBP95Rwx1JIABAA4i8q8OqxblhXutBI4l3zi1MM4nqrAOymemSDfEx7d4cq0rRQyIAQHRgQw94rScGObHDm7xA0kfy8idR9oBWIFCCrUKvn7IlQcw6p7ODsvZAybG5sj384CoCkybQHQBm0kMG4OtFRofuB3DX8kLBp2BhohBPe/40NgoZ/q3Nh2+Qig8ZwunJoO3H/Sw/0nPfzgxytgDHjrTQMXztm4GDUmoEQ87q03S/iv//IQqMbx//rZCSwsVPDyCxpOvo1iarq7K/D9d+GMcugGykCLjquxykBLHGgSPPXTQEAs376EMwZoA4DtTrInZwFCEPoefLcRb8sw5ccArTTU9WZ/uMSKBg5WaRJeswavUQNmD/b1HJyLfJNxuXp++6roYCqbP9xareDLz19v371JAXjZbk89lYKQVscCIMp027kogjCE6zO4fgjHC+F6YVISpwxKhynGOVjQ/TrVUsS2ri0FcMWgI+viUjN4tjl8fhwVl0KGCdyKwVcmB6xlesCG4tyTg5cWeAoJFNqX1nAgAmC9bQelJHFv5QIukpv3lQ2434tQtJ0k5JE5PgLkMPghhx+dN2LI1aZbqyxhldNDLs4/akZVyHe/gyaGYmEEd/agpNuq/Zs1AlcvhgVURg9sCjdQoULbK7WbeMjSF19S30OM5d4OWJt5mfv9fF816kUTgR1VPIAfEKCNWxdOQgioZoCFvWV+bZcDDQDs8nTXy8rSS5YD0FqXBY6f8HH8hI8P/3AVnANXXlhBbRnYd5Dj4GEftxYNVCo2FhaAz31mAhf+yXEcv88TTQkec3DmrIO5hfzniqFi4UADkHxmxLHlQTesvhoIAGoGWhOcsZRLy21KB1r3x00volSDXZ6FU1tHs7q2PQAtyj8zrOECtK1+eJulKQBL8T5sp+RHIUQZyoDbFbcnz+S8pEGfuJwuyyekuyWb6ZJ9abIU2rDKcBub8D0P1Ub/n63dIo0iglqJE0tCCwm3DJ12DKbPljiOay7XTkmWyrY6vtKh+GJea1D+MIa56oBNbFP3pUQx7O5iSwT4IonTK+X6IpnujUlJpAq+5PHTb7aOyIcMe8/6Uaax6CTIoQRVR+tI7ovl4+Dq1P3ulmecRSHrAkZyiG6BchvS25u8jnS5X6HtVgv8yIKRO9QNlJS75W9DoUKFdp/UDuIJkIoAF0vK58O8+2EaYgWs/bydyEzU1EoFpSIhuS3uN+ujP38VAE2REWcw7S0HGiAcUCzsLfNru7pw9qrEgdb7kJ4QYHLaR20ZOPWoj9/8ketYvqXhzRfEieDQ4QYuXACuXjFx9YqJz/83AWiOHPNw5qwbA7UDh8S+iKFinw604XThHJ/jimo6dNNG4DnwmjUB0Pp0oOmmDUIoOBc5hLJBAQB4DZGBZm5TCScgyjglQJvZf2zo6w+2yYEmJX80yxIP6TLJa/SQJzkoHZbSZaVbixLA1DUYBkVJ1+JBu+xIRSiJq1eqbxHcAjA1PQW3sQmwAAvTVuqKmAwZl1BuLyiMXlMnvBnDyhwnXcdW96S9A6+zSy+/dFcNYB61RFfIPODVCsL8gMGNp4UIhxMHNpAkiGknAvF5oCQNpWk8gE4G0UA0OFbuQ5a8IfncM87heCE4D4psoD0s2W0xF+oQFbIkLkZ5jMnjS3XjqiX2bR3AiuN3FI6hQoUKFRoH9VOO2Gle0GbeqBV3E1eqEFoAl1qh0Gk5BYSp89Ssu61UqYzeWNIXQPv1X/91/Mt/+S+xuLiIM2fO4Fd/9Vfxvve9r+3yn/70p/Erv/IruHz5MmZmZvC93/u9+Ff/6l9hYWGh7w3fDg3fgTZOoKP3Tpysz7yvYYsoGWj9SJZ+yiy1/QdD1A8RbNwCPv73lvETP38VF18QTQleOmfj6hUTN98S/770x1PRYwKcPuvg3U8AJT1dFtuNEgdafwCNMwYWAc1xcqABApQFngPPqWNiegGeEznQenRxEUJg2BOi3NCtpwBa7EDbphJOAChNzWF9UeSgbYd8V+R0GV2ULfejxImWnm5G+8xzqrF7JP6SIgSEEuFaYa3lQqMU44Djh3C6yOVar4hzNCPiHOv5LlYr3cWPEyD6Ik+gUbINIgQ6LoXqchdoFLBMHbbSOdXQE0ePdOnIvJ0wLtlqdduJ6UiW4a1d1NT7WYjBOAcLMTYZNrmD5eg2oICeaECM6DaA2AUUZ/pk3D3gAIusR/HxfwcoLseM742vkvcWAFFddWK7s7+PeTw/M328X2au0oCIQIugkwxoj126miiTllfZdV1rAdIazQAqCbAycDt7uwBKhQoVKpRWthwxW0o4rPLEUX9vUYK4QiEXcGXnKff1To9LraP4XgH6AGi/93u/h1/4hV/Ar//6r+M973kPfvM3fxPf933fh4sXL+Luu+9uWf6ZZ57B3/k7fwf/5t/8G/zAD/wAbty4gU984hP46Z/+afz3//7fh/IihqVhONA453Gp3Xg50HoPzU/yvnbWqEg7ZKB1I+lckyAOUDPJAszOMzz1XQ089V2i+2OtQvHyi1aco/baqxaWb+n4yz+dxKFZglOngN/9DwcQavtxJur0efcJH51y4alSwtlPSH0QJHBAG6MMNECUajYqK7HDKSnh7M2BBiBq5FGDr3TiDAMPgSfg03Y1EQCAiaiRQGObAFrgiddk9NCZdBiyovfBbdTiTK7dLumOlY0nWA+fK5HzxBBkdgMLAxCqtayDADAMmsp4EgH3CYgkhLSUn8nMs9zysy7dPZ2WJ0QEajNZJjamanVTjfPW9iYVDuU5atQutgKeUNHRDomTpysnDiEg2ajwTFmg2Mckvq2WdqvlhDwuP0yXTrf8VUEv51FOV+/vnoT6clvyF9heqfs0dlXlOCq1TNmzzAPUabqcVYLxdnmJRUlcoUKFCvWuduWIwrmVZDz2Wp4YjEk5ot7ivOrswtLViyzKPNoCvGh8caXQaNQzGfnX//pf46d+6qfw0z/90wCAX/3VX8Wf/umf4jd+4zfwy7/8yy3Lf/Ob38Q999yDn//5nwcA3Hvvvfj7f//v41d+5VcG3PThyxwCQBMOL/HBHEcHWm8lnOPlQOsXoLGMAw1Axy6ck9MMT7yniSfeI0rumg2CSxcsXDhvY35CTNtYL+HFFyfx9b8QcKI8GYpyz8ccnD7r4MSDHlTuGJd88t46oUrF+We6OXY/zLONBPot4RSPKaOO9GdQNhDQTXtb4aHsxOk7dQS+O3QALh1o3TTOGKakAy3wmmBh0LN7chwlP7cyN09MC3ourVb1yjf+CJ5bx4OPfx8mZvbF0zlETpPnj0Ft34DqtRQqe6bh0f8J6AMQXcmVP3z7gSy7Ve3hUPd7QJ7O8/f17nRe9SoVNsZOK2VgoDa4iDPZdHE71YhAZrjJQQYprpQXKlSo0DCUgC3VadWpPLH9cuNYjkhT3zcRpOrgwuq+PLG3csRCu0M9jaQ8z8Nf/dVf4R/9o3+Umv7BD34QX//613Mf89RTT+Gf/JN/gs9//vP4vu/7Pty+fRt/8Ad/gO///u9v+zyu68J1E8dNpVLpZTP7VuxmiALR+xmsy/wzqukpYLPTonEGV9D1Y8I+O04OW0kTgf4GsBK8kRRAk0Bx6/1RmuB47AkHjz3h4NKzdTQqwN/6f9bx6MtreOlcCa++ZKFe0/Dtr5Xx7a+JAb1dYnjoYRdnogy1+09CjBI476kTqtQ4NhCQSsBzDYHnxPtbfp56kXyMWkY9ivJNQMBJwyrBd5vwmtWhA7SdcqBpugmqG2CBD69ZEx1Hd7nkuUk37fhzJc7Z/Z+rgsAFON+R8x0lKkgRBCtpAw/QaCF5cZEQmgZf4oGpMjlCIOgLATiPnEkQJao8Kn0MQxY73EIGcM6UMPRR7oFWCXcPYpdWkrUk85la874IQbwzCOR3BhGdCFlydVu+RibBH6DcH22+V1yeOpqnG0iqUy5xb6Uz8FoGF9LBJQEXpTB0AkPTBASLml4UDq5ChQoV6l1xOWIvIfFdlCMyxhXIxUb+m4DIcsTYuZUtQcy6t9Igqxv4VZQjFupXPQG0lZUVhGGIgwcPpqYfPHgQS0tLuY956qmn8OlPfxof//jH4TgOgiDAD/7gD+Lf/bt/1/Z5fvmXfxn/7J/9s142bSjSNAOaYSL0PXhOHaXJ3mFFnH82ZmV2Wh8ONNZnx8lha1gONLWroxa5cMIe9oe6/D33A4+8cxN/8+9uIgyA1y+bccnnxfM2alUN579dwvlvi8B43eD4xV+0YJkOLjxP8NCjBKWJ7r+NwmA8jysAMKISQb9Zi51jhjXRF0DOc4F6kQNtOxsISIljvdkVWO1ViQNte5oItBMhBFZpCs3qGtw9AtCSDsE6NN1A6HvxtH7EOUvWuQOQmnEoBIVn/uZp95fhbiUmM77GJMutEOISUPCoy+cIDsMkL6+Ng1K93TKNxHA6Cb9PymapAuuS0s7IDQcSN2qQ65LbE0f1qdNS25leVt5LuQ0zmX/JOkh6XdGdrZ8j73GDPAfJgPl2z5FZTll/oUJ3smQ5fMeQ+D66JQaZbK6daJKUFxgvncI0t1QxfV/vYrmiHLHQOKuvWp7sl2On7JmLFy/i53/+5/FP/+k/xYc+9CEsLi7iF3/xF/GJT3wCv/Vbv5X7mF/6pV/CJz/5yfh+pVLBsWPD74qXJ9Mqo+l78J06SpNzPT9+HDtwAkmOWU9NBCK3mjYmGWj9NxFgqfUAiauO9eDIE8u3duHUdOCBUx4eOOXhoz9aAWPAtdcNXDhvx1BtY01Ho27DMh38p1+dxs3Fo7jvQVdkqJ11cOoRF5PT7R12wVg70JISzn4bCEjJkjzfTTLQ3KgDp1WaHmQzu1IvzsReFCodcA1rtCWcgMija1bX4EVuvt0uCbKpbkLTxUWPXs5tLetTHquPUZfbQoXudMXQTt7pCjAXGleRlhvZuyQF48TaNmIAAQAASURBVFLzSXpKdl3ZZYi6ZM50QBnPkOxj0itsBxGT9WQeryxAkomZ505vX0eAqayz7baQnHXlTSeRq7kF6ibPmdqu6PGdgKuE1lngSvJep7Jc9rXJ69zJc0TroMk+SbmuFaAuHyc7dqvPQShJ9imgNO9h0V+0AK4tuyV2UZ44aqVcwJFbS+8iFL6rcsSiNL5QoVg9kZF9+/ZB07QWt9nt27dbXGlSv/zLv4z3vOc9+MVf/EUAwKOPPopyuYz3ve99+D/+j/8Dhw8fbnmMZVmwrJ0ZxBh2Gc3aet85aOPYgRPo3YHGWAjOI/C0Zxxo3WWgdVJc1tphn1AK3HO/j3vu9/H9H6uCc+DmWwYWXxHPf+BQHdevE1x+2cbll2187rMAIRzH7/PipgSnH3MwO58ANdm9UxvDwb2EZWHgwamui2l9NBAQ6xLljV5eCedIHGjSmThcgBZE7jNK9R35PMnyVzdq8EAJULI0TJYMlG0DQcjhBQxeEMIPmAhcjaz8O3F1cyvFHYJ1Xekw3F+HWyApkaaannKqFupeeVlqNDPASQ3EcgbJavlkUkoqg+yR23V0216PfE0t7qYkjB7ZZeLXn7xuqNPV14r0HR4nzMn7OfNyO1PyzLJyXrJwijvJR+SUjvI2y6SWiyenN6Zl27IPyj6CZ9dQ6E5Qi9G25W63B0Zx9BTam8qDzGl2nAGxygJyjgB5IRC0cOfM924ayuY/fxpWZ7+38xovtSyX46Jtu97UYwlIdj+0Adm5LuFu4LSyvhTY7eCuzULi+OGZ9yHlns5AbBVKq9uafa2p+3mvW/kv+96ljhMV6uctk3FUtz4PyXlM+vXmbtsQt6/12BN/HW/0VRk9ATTTNPGOd7wDX/rSl/BDP/RD8fQvfelL+MhHPpL7mEajAT3jYNK0CIjsdMhKjiQMULsA9qLxdaDJQWaXAE1ZbnyaCAyWgUZzMtB6ASWc89iZ1IsrjxDg6N0+Grd11DeAn/ulm/D5BC6eTzp93rhm4s3XLLz5moX/9QczAICjd3uxQ+2uQ1Hm0xg60DTdgGZYCH0XtY1bAPprIAAknXBD340D72UTgVEANC0Gq8MFaL4nmk/olr0jV+4k0JQONMaBuhOi7oQABNwzNALL0GCZGmxDgxewuJPksESAKAiciI6EkipEcESG0LMImqjdKaU45ymQLcuaey3HVjXOJdK7RRJ+tdCabZTISEmCf3UZMK8l0zQlVF5Xcrniv1rSzUrtalVcYd85tYN/MYbLMJbWn5K8DYhUVpbzOLUZhDwHyRIppoDcZFqyXHqZ9PJqR1PZzZSBi+lqNl9Utszl+mRmYZ/7cVRqKaUFAaGt0yITUDKQjOF6MsBMDQaVARSJ/iNcrgPxTHXw2wKG2wBo+V6nm3W0WS6znhSoTv/XpvkHb/MYeT+90dn3m6sbkfP47Ha2rLft+tqsI2ehnI9Y+3mFBlL+e6ku0GmPF+9GoTtPjfroq2t6rs375Cc/iZ/4iZ/A448/jieffBL/4T/8B1y7dg2f+MQnAIjyyxs3buB3fud3AAA/8AM/gJ/5mZ/Bb/zGb8QlnL/wC7+Ad77znThy5MhwX80QZAzYiXOvONDkYJRQbccdGUkTgX5LONtnoPWUCccCyC+nfoLGZdln6Hs4cFeAA4cCfNeHxHG2sUZx8byNlyKgdvWKiRvXxL8v/tE0PvQhC08+CTz/7Rm8cmUSZx5zcPiuoKWMYKdk2pNo+i4amyvifqm/Ek5NN0GpDsYC+G4DullCEMEnc5ubCACKM3GAcsA8Ba54DcaI88+k5L7zIgdanvyQww8D1Jx8eEgJ4iBXXdNAqXJFiiflD37IwaI24S0DAQBBKDI8gH6BOIt/QGq6EX+u2BAcaONYIr2XlD1dDfpTn3N5PIVwlY+sCtOSLo1imiE7NabmMegaRahzGJyCaxS61nplvdBo1O5KtDLljpLa4VYCuizYC1WApwC7VuiX+duyrIB6qfmZ5fMAjwofMaJ8vDxJd6jMUFKbUySNLwg0QkC1ZL76N3dZiuiiD5J1tyyTfj7pRN1ucZ4Oe+82JL6XcsSdcKKnu/EmpYXyPZAXT+L3LNrnmny/ZbkhJdAQ/Y0yDkk0nSjQVB6+jCegkkc/VaQzWh794vcNj3/GsOgB8XIqDFUuAsrPCueJ5zgF+1uW5cnnK/Mc8aRoBennbAXH6meUK8vlX3DgyvxW4KxekMi9mJEFxjnO0mR+el4eH8zyaPX1tsxPbU8biNzhgQWCLNSNegZoH//4x7G6uop//s//ORYXF/Hwww/j85//PI4fPw4AWFxcxLVr1+Llf/InfxLVahW/9mu/hn/4D/8hZmdn8d3f/d34F//iXwzvVQxReSHmvWj8HWjdOWuS/LOddZ8BSJVwdsrbayfZvZMMmIGWQBUCSnvPhZPulryB/uw8w1MfaOCpDwjnY7VC8fILFi5GOWqlkgAwr16Ywde+th8AMLcQ4HTU5fPMWQfH7vGxU6zTtMtoVlfjsl+jTwcaIQSGPQG3UYHn1BPHn2GN5DMVAzS2XQ60nQFoVuRAc5vVvj5DgHCteYH82dUf/BqGVOhNoyYCQG/5joBSXkgAsCifzrBgGVrkEmGRw2Rom37Hq9tdKQfBlCA1KI27cILEA/qAc4SBALdSEqoNOopPgThdQrd2II6IvzGUS9xwwxhEZwcCrS4WZULrWKWjSyu9DvXxycyOg5qsY6ztNnRwtfDsNJ4zrXU7eM4LyA6O+CCvI70pynraL5v86fb94Fs+nzogzl9HzuA3EiGATglAScfXkV5H59chQFrisOMcUTdb4ayLb/PMX2V6XKbdxbLp2+07BXMOhHxn8qfaqbUcKV1W1k7Z4zL/vdlZ5ZeZKbdySrW6FQdisNfVZ6RQoUKFRqS+0uF/9md/Fj/7sz+bO+9Tn/pUy7Sf+7mfw8/93M/181QjV1LC2SdAk1lVYwbQ+nWg7XT+GZAGX5wzENJbd8fOJZzdD7olfKSa3teAqJeB/tQ0wzvf28Q73yvAy2t/tYbaOnDmbRzrNQeXLlpYX9XxtS9P4mtfnoweE+LUYyJD7cxZB/fe70EbUf+HbOZZvyWcgHCBuo0KfKcRO4OsEbjPANWBNuwMtJ11oAlnLQFnIQLPgbFDIG8YSso3dRBCkxJO5XNFILIIdUqh6QSmRmEaOkxDgA8CEg3ABCRz18RP8VKphJmyGQ3s0uWkWZeG7LA1hkkEu17xIBgYWhfOljO2nNBhMDosENeNlOqzQoUK7SGpoLqdG2e3qi2EHyfKN0J1BIptoGl6OEHar4PkAMrcdWS3o3P21DCUdxGh/bIc8Tde3mHCW4+jThd7knXmfNZ4evoddjj2LXn8pJqHKGX38liMm3+kMmGVMn0oubDRAlQp0W8p/SfJMvHzyPtxRpsSBxA9rlEbvTN9Z9srjqFkCafvNiJY05ulJxhbB1pvXTjjbpOjIjAdpIIvzkKA9gfQVBDXT9ZVElzeH1RMBvq9l5pxLo6rpz4Q4MM/sgjPJbj8sshQu3DexqsvWahWNDz7dBnPPi2OYbvEcOoRB6fPOnj4rIP7T7rYrgq1bNfNfrtwqo/1nHpcdmtNbH8HTkBxJm5bBtrOgCtKNRj2BHynDq9Z3d0ALQP3E3dt8rkSV65F+3gEQAMhgPbnvpU1kZ8QcA23N5rbs+GFdlR5jp5x0phtTq7yB3bdDwzbryO5QdJThzAwJPnraPecW76WLZ6zzSC3tRRVnUY6rEN51o77otd9pzxv7oA//Zo7vobMk7Vse2r9W7yOlDNNdbiJIbJ6n0VONbk8y05jaLkYIh+3E1KdtckgUSn1lANKdX9AvkuRIw9IAEHKjZe48piyT8ZZBOJCV1xmSRKncXyfyn0mcvWy5bWpcl21FFctr6Vi/2o0vaxaZkug7k+SdkAiKuvMdUhmHJXI3M/Oz6yDtX18el5qPeCd19Fyn7fdxkL5kp9VeXyoFQvieJHT5PTWZVL3IY5leazJ/F/1OXKXi/JY5WPUZVsem/OcW72OVKMnmu5ou5tUqYyeVew8HRkzGWYJIAScs8ipMdHT45MMtPHK0um5C6ccpI5FCWcCMftpJMBiB1qyHuk04iwEZ6yrnLfY+dI3QOuv1AxQMpoiCGdaPC7dBIAgAF6/ZOLCuZJoTPCChUZNw/PPTuD5Z8UxbJoMD55xceas6PL50BkXdmk436CqA003S6Bab5BTlfzM+W49Li8ZRQMBAHFp7rBLOHfagQYIF5/v1OE2ayjPHtix7RhUMdyPLgokGWiDNBHYuQy05AdO9sePUDyQZDmDpVFtHwBEP67iq7jyh/sQnoMSiLB/JWNPpyQuoaTRbRBROibzeYRDjMEPGPwgFNCUs7blXYUS6TTa55FLU6ckLku1DB2GTmHqNHJtanFJalK6WjRauJMku+GGTH72WHxblNmxNrc5grwsrjY5XTsBt2TTEY2qmVs0dVvPzuuwrGhIkp6+E58VFZq0y8kLw8hdnX0/GQMLxfk0DDO5eyyBdGq2HudocWgzlgZOqe1DdKELfGhO40LDUS6gwRaQSIXCEQSi2ALy5IEmksCcPNDUCrPawaXuQVN2nYUKbaUCoGVEKIVhRU4Np94zQBv3DLRuS9PC2IE2BgCNEBBCRblVH40EeIcMNEB04tTp1gPn2IHW5z6hAzjQtioN1nXgwdMeHjzt4Yf+9ibCELj2uhl3+bxw3sbmuoaXni/hpedL0evguP+kG+eonXzExeRUf9lWaslmvw0EknVJB1ojdoKNooEAkIDVfiBnJ+20Aw2IIOd60olztyqG+5r4POWVcPYiArULZ/fnbQl95FXtPPAlBxhykJGXyyPLFcfVg8Q5+iqlpNJtoUmXi9gz0j0ig8oB4SphAYMffz11D7ApEeDH0DVM6DS6LaGPCJ5Wfw5znjS8cP0QrhfC8UN4AUMQQbg7QQEDAsbgggFu/+tJXDUyaF06R9JdUHWdxHlxhkZhGFoM6SSQkGHg6u1iMLO1mAI9YricCoLPCY3P3A62XG7056ckPD4LrZLzrhour3bY3epxEpoBIhM07fZRXT3duYtkkL8fBOl1oJNTKH9ev46m7PJ56215npG/q4W6VStoSuBSnBFKSHKfZhpoxLcpNIqo4YL8q3x+FNArPxc70QyjUKHdpAKg5ci0y/CdushBm9nf02PHtQtnr5lf4Rg50AABv3jI4nLMXsRySjgp1RIoF/roprYxcaD197EZpgNty+fSgHsf8HDvAx7+xt+sgHPg5ltGXPJ54XkbK7d1vHrBxqsXbPz3zwCEcNxzv4czj4myzzOPOZiZ6240qUKzQfLPAKWM2qnH4HBUDjTpahp6CeeYONAAwO3QiXM3KMw40JJzW39dODmAoI8unDH06bCMphEYlKJkarANDZZJUbINTFg6SpYOS7R6jAc0IWMpp4AK3nL/Zlwh6WVYynEQstGWbLBoQNePpSSqcBK3Mz/c1dIZ8TxcgDC/9+8GQgBTwjdThzFhRtCHxFewAXGMcGX/+pHrzQsYXC/YNY0m0vtV7MP4NcrBdI+uQgmAhYtkyBscSQ4k1UGdHCTqinMx6dIXAROidFXMdO1rgXU5yw46aOQSoEfuqmArF1a33RMz80bttpSlRa2lc8pAn2YG/S1uFrEmEtUsij8keYLoOMzCrLhEM3K6JSVt/YOmQvnKe99Sbp62jqQ2ZW05y+c5hNJuo3R5WT9lbO2eM+lmmS6TlNmm+R1qu+xiu+Uy6vzkYpIqpn7R7TDqTM69QLZctquOtzmPyzuHpLvZInfdBcwrNA7aVQDt4NwESuVSdMKJBgcM8YkpsQyzqNylP0nXWa+dODljcRnRuDnQtB5LFpkSmD8OolQDC/0+HWitTQQA8drCwOsalgzqQJOD87wunB2fl4VxSWG/JWaEAEfv9nH0bh8f/EHhQLq9pCcOtedt3Lxu4I3LFt64bOF//sEMAOCueyKgFrnU9h3I3/+abkLTTYSBN1D+GQCYtvj8uc1q/N6NLAOtj2y8rcQ5Q+CLUtudzB6TZbZ7x4EmPoeDOtCABFDrQy7hDEOOMBQOp0pH1JZIHTioP1ZbrxSLUjrTFE4r2fnR0GkaJChAgBLE8b1MGSDIEp08SBeEDG4QCmDkBXACAY+CQAABtXxnWEqPG7Zv4MA54PoMrt+f7UyjYr/HIIbQOG8n/o0fMUQJOyR42wnljsf63L8aSSBKXN6rPpcyIAVyHDs9PJccSO6EC0pCx04uDLkLeUR9en19wxaJ/0PL+wIo29bndorSu/HqdLkdygU03ZaxqfexdRlafB9tytTagqY8sLU1aMoun/echUan5CJaZ/DWWoqbjIGz3+G564mXQXq+unzO9zljHAwcwfb309lSEuC3B3jIAXg54G4LyNdd3l7xWblTNR50pEvdWm9gwus/W6lbqSHmvUgtzevWKTQqpUsWfei0M+AbNDB/2JLAb5AMtCw0pLohAFqPjRX6z0Drb6AvB/fqOoahA4cCHPjeGj7wvcKRtLai4eL5pOTz6hUT198U//70fwiAdfCwH7vTzrzNwaEjQTxQNO0ymjWvpSNnrzIs8fmT8EzTzZEBaaoNv4lA4LvxCEs37KGtt1fJMlhv1zvQIpisG6m/Q8lA66GEc7sUXwUfwY9V1dmjOnBkuZN09tCo9Mm2DEyUWl07KUDHETltQgGnvCCCVBGEC0IE4c4FeQ9Tw4AIMaCJBtmp3+IcYBjMKZMAIMVpNgTAE3IBiP0Bs4vU7aOZcUiW8XGuQKqBnrV7xdBR2vN2gdRNHWSLJVjpFhT1A246hWR3nZfUaZvawaUuHE2FCo1K8fGXPQnukKR7thWydemuawf52iyTBXiMpR2AqW3DeAF8Nb4gD7LlAzyRy03lhaguIF+87BYOwEKj0a4CaKOSqZSQ9SJZvkl1o6tQ+lGKUg2E0sQltwWQiMsVxyADDUjKL3t1oHHO4l/fWQeapunwITLQupFcrm8HWk63wK6eN0jKN7fzR938vhDv/Z463vs94rivbFK88qKNl54XUO31SyZuLRq4tWjgL74wFT0miEs+Txy/D7p5AVPzhwfaDk03YjcbMLryTWB7HGiygYBu2jt6XrAisOm7DbAwHKjRw06q1YHW3+dKVdhHCWc3EoO8RGPyey+W6uwZburf1kq6pSWDBwlI8vJ6hiUJbICddwoBqitsezYmAUA7/UrzpW7fGJgbtk2k5UakMTgGsyIE0IhSEivBugrLU9NoGsArA7p2j6Ny/crjCnBVqNB4iJCocc8YqJtmGAmcQxfLbAH52j1PO3ce52AhxqYRRr5zLse115VLD22XaXHjpZZJHLJ7VQVAy5GhhJj3omBMGwhIUc1AyNyuctDGzYEm4VevGWiqY420lHD21pl08C6ckQMt9ME57/rEEu5QZ9fpGYZ3vreBd75XfA6aDYKXX0gcapdftrC2ouPpP5/E038+CeD7MT37IZx+1I1davfc76EfTmPYEwhrAmqMqoEAsD0ALW4gsIP5Z4DIZaSaARb68Jwa7PLMjm5Pv0oy0MTnkA6hhDOImwgM9zPWLaCJ3RPR7WwG0F4MtpclIaPWGLOkQmMmXb2yHzmWpFMQyIazJ1mEeccXb7nRvShBXL6dGqRkXFOQTkb5VDzJC+TKoFHNTsxrbsI5EHCOoI/IjEGVB+yyuXeqKzYX0uUun+TftaxbK5wbhQqNq2J3HggwBtd95fm+m1LYPBAnIx1Y9rFbuvQAxlnszpPLZBWy7c0k7VXZkloVvsVxJZErmFIunMUKmJPfcXG3eirdx1G3VwC1+uijaQqAlqN+HWjj2oFTStMNhL7bVSfOcXWg9QrQVMdaXgYa0D1AG7wLZ/Q4zsHCoGs4GYxJeVlpguPt727i7e8WQMh1CS5ftERjgnM2XnnJQmVDxze/quObXxWfoYkyw8lHopLPsw7uO+nC6OJlm1YZTm0DwOjyzwClC2eXx0Q3ihsI7GD+GSB+hJilSTi1dXjN6q4FaO0caJyFYCxs+ZxvJc6T7MpRQ+pkG2TZZqFChcZFAeNDs40mZc9JwLoqCbvUgZEEcYwDLGToo09GyzYYushOtEwt7oyq06h7ZZydmHYrECQDlXh7WLp5SZKnyNpCutxmKBnaKJcbtSNWlpN2dtzRFjjXq8su7zn2skuj0J0rmX8ZX0jkSddX6brmHCkXdlKun25qE68rnqYumyntl/fznnuA9SVZl+nX1rq92Xlbrw+R65cSAmhKzELmsfF+yjy36tZPYhpac0ez84D0/Nztz7x3vbqmQ4YI6G3flctGAdC6F01ddUuyPeQX+yCSDrTAd8DCoOsgfRkOrxsWTD0p1RIHKgHjorPBTpXx9NKJUzpwxseBJvYn6zEDLQFu2XCZBGiFXQBFYPAMNEp1yDqlMPC73rfbVV42qCyL4+G3OXj4bSIg3/eB118VQO1i5FRr1Cm+880JfOebojGAaTE8dMbF6cfE4x487cKyWz8QhtKIYLQlnNuQgTYmDjRAdOJ0auu7uhNnthuuCrRZ4IOavQE01bmmj0EGWqFWZWLBtvV51K+JbaysHCtlywsjAySA8XLrCRcYj69Ey/dH/FEGBgM0kdouDRMMiSvyCYiTplWQ5JhNXBCZbfBCDGpNUEGcrlEYEYgz5H2Lxt1RDY3GDU70+LZYnhCScXN07jzc2p2Y5YO8jgCPRV0SWWrfcCTv0ahFiApYt3DXKQ7EXGgXgb68ZfOW3w54txWcUMFJLkzgrYAgdS7OgJgt4USX62sHJ5LnUZ47B8S0QqDhry/3tSq30/PawJc261O3dxjvW6FCg6ht7EHesjtwDWJXATSq7CDG1ba/7T+toltZdKUI4gcX4xxBKLqL5T5GN0E1HSwM4DkN2OXuHDC+J0vtrJwuW+lt1CiBZWgwddk1TZTvhDy5sueH6W5ng0p24uwmbDsM95YDjVDa8kNB67FcLxzQgUYIiVyAXgRbJ7p7XulsHLPGFFkZBvDQwy4eetjFD2MTYQhcvWIKh1rUnKCyoeHF75Tw4ndK+L3fBnSd4/5Tbtzp8+QjDsqTHIad7BurNDoHWqpbLWcgZPDMMt+NOnCaO9dAQGovdOLMOkEJpaBUB2MBwsCH3uN+lp8vquljl11ZSGhUv8fH9cd/3HVMCSuWgenqACdVOsKTK8tbiWdujOEuAJBcHA2joeFWogSwDA1G9DtLQhwqa6WVQa28+Bqw6DdXKKFL0vE965baKXEuL+Z3tx+2koRvyYBFQDkxmCepgTIwPBBHCeKuwbpsWhJBNwmBhDMO0CkFjZqbWDoF1Sh0+VmIftv3AidSkFECt/h++rPEGUfIAR5/tpIsJLVroTqNZ6YJaCM/l+n9wDkQhFxxaIy+9ipvsLrVmJRn7ozHp6PQblacG0uSYnTZMESeo0h0wpJDunh+Zl5yXksvK/6S9Pz4dvLc6rKpbctZf8u2DW196utStlvdN32uL3c/Z/ZL+rkz627Zj9ntzW5H5n2Ty2fW148qlUpfjxtEuwqg9cOQ+rmiRAmBNTGNZnUNTn2ja4CWZFVt7WIIGUfDDdBwu9smjQKGrkFXrhjJK3GeH265bwiSfB/O/DiwuZ3ikiZ9PA4R2m8TgcixllfW1WsGGss4X/qRppsIfa+nvKa4icCYOdC2kqYBJx70cOJBDz/wtyrgHLh+1cDFCKhdOGdjdVnHKy/aeOVFG3/4uwClHPfc7+F971/CvUfFenaiiQAAsDCEpg8OVAJPZMgZVnfAdDslGwnsbgdaqzuW6gaYF/TVSCB2eI45oC5054qj+1wTWX5nRdCoZOqwTA1lW4dt6jB06fxh8AMONwjh+wx+ILqk+tHFxfgf4whDARN22wCZcaDphWh6vf1uSDJXxL40NApqJI4eEAJKeArcSGAZ/80GUI/xzlMhk5jAs3O3RYwDrs8Avyhe32llIXrm5o6IxP/1BlXkPBUIxLdJduCuAIDsOpWRfTs4od5vBTvttzcf7LSCln5ATOr5elxfHjxJ7fuu4Ul368u+lkKFdovGg46MmTiA0tQ8mtU1NKurmD1wd1ePk00EtmMgFjJEV/z6E0cCBwLfb4FnBIjbegMKLNozDrQcgKb3lnc1qAMNUBoJ9DDQ3ysDfEKAY/f4OHaPjw99tArOgduLegzTLpyzsXTDwOuXLDDvMO79ScBxLHzyp07g9GMuzpwVOWrz+7bv6qx6nPSSU9dJ0oHWqzNqOyQbMuxqB1r02VHPTZpuIPCaXcNwVcEuBdSFCuVJ5GVxBKEAR5VG/0WDRL0hBz5j7lIbhoTDK+oKOs7kq9C2SIUsMYyRQdjRtLxSSp0KBx0hNNVdOFlvxvWSgSktICKeh1bgIJfPBTvtwQYBWqEvg+KYY4lzjonPQOy8i5YLuSiTDuUykeNOva/eTvLuensfYpNlfDu7gv4/m1uVwmpUvOfpphS0y9y77LqpkndXwKJChfaC9hxAi8NPlS+57JUI+Q3CYnt3Yt+Xduvy9DzWbgLNylrXzz3uTQRkdldeySKH+JKUCsesCyeJM9B6daCJ5fMcaBKEddNUQV2u3ww0INmfvQC0ZIA/nsdVvyIEOHgkwMEjNXz39wlH1OqyhovnbVw8P42bi8fx6iv34tobFq69YeFPPiecoIeO+qLkM+r0efBIMLT6d0JIXL4tYMzguWXj5EBLAFoNvXSCHSeFYevnUBugE2fsHC7yzwoVSinPlbLbpYIFjuQvMJ7lu+MmShDFoiTNB2RppR6BA/F7m4IQAVFAhIOSM8APGULpbMz8GzS/eFhSS0CjKX1XVWbdTzQH2sh9p0dNHGS+nJyXBT2dYc34NiaQkC6VYccRl0qnMuyyGXhtc/IYWnLu2iyrKu4CvQOdCnvJtEt1nCVpcNcJ5MUdZ4l6TBTwrlChYWnPATR59XXQX3z21AIAoFHtHqBJB5pujudArNsmApzzGLKNiwONxg60/poI5GUb9dqFcxgONNrHQD/cRmfjuGlhf4j3/W91vO9/A4D34z3rFO/+4C1cjFxqb75mYumGgaUbBv7881PRYwKcjrp8njnr4K7j/kBAjWpGBNCG00ggcaDtfBMBsySaM7AwQOA7MMZgm3oVy4H7/YBpqTBu/rL3P1+F7iypg3eZIUspAJ6UHsb5X+PBLrZd2XLFXl92UrrVuuLt3oWxM4qS2FlEFfcSgDhvS4KDYW8T44AXcAxCHtQSO3nB2zBoGgzRtOtLKnXcKlllEqaI7DqGlhjiHVKcq9hFZvMwJWGdFrniKKG5oCUL4bpvXEBblo3ftzagJoaIcaB1bw1/BlELvONRx1ieA+vaNbPgaWjXS8MLVTvVaRZAe+dc9B5347LrdEy0WzctwF2hPaZdBdDmp2yUJy3lyhBJhXbGVx4ie7F0mHUbpKuqNDkHgCDwmvDdRlfukWDMnQxykLlVEwEVHIyPA63fEk6WeryqBCiOpgsn0N9AP1S6u95pmpljePL9DTz5fuHiqtcIXnlRNCR46ZyN1162sLqs4+k/m8TTfybyvaZnQwHUIqh2/D4PWg+/0yRY7fa46KQw9GPgY1g7X8JJqQbDmoDvNuA1a7sSoIU55eVJR91+HGh7o0T6TlNcrhTZiO4UANSL1MF7/M0ZyjndK5t9w0cAi4YltewtvqH8IEx1ketCalnZqBXv97B3GCP3Q9yAghJoBPGAWdeijp5RpUbiyuNx10LpEJJNvLh6OxOav/XrEC9mVF0vCeRrz5RmZsb1ctskiJSli7tNcRky40AAjNpqlQdcsg6q9N+0y6ptl1HSBuZE66Bdw7vRKdtpNhfSRe9VGLZz0DF058hLd5zNfrx2rNMs0B7EqVB2QJdd3vKF667QdmhXAbS1qgOHjQboUE2HXZ6BU99Ao7qGmS4A2riXcMoOg1sNMhNHFskFTzsh0ncTgQ4lnHr3DjQWdWUEBnPlyUF6N51QpeIBfuGQQXmS4x1PNvGOJ5sAANchePWCFWeoXbpgobKh4Zt/WcY3/1K4rSYmQ5x+1I2h2n0nXXTqA0F77M7aSUHkPqNUHxs3p1maigBaFeWZ/Tu9OT2JMxZ/pjWl4UM/nyupcI+WSO91pSDObqE5u1QtIfNjIOGwUaI5oonZcq20+WewVyDdX1TJmoo7PUarH6brSx32DbpOuR9aKzRGC1YoUYAmkvcuhQTji9/De14OFdaN05G8u5TnwMx7n3bSZbVVWeTWZZP5YGZrB1Y+rCFEuruAUf8KlA1N8oDb1uWyOeWx2ce3OPiSx6icTn7+dgTekbTzTroxO4Ha9tCWDnw8FNob2lUAbdQqTc3DqW+gWVnDzL67tlw+AR3jORBLMtA6f6WFSrfJcfnw06gEs1cHGu/URKCHDDR1YK4O3HtVfw60O6eEs1dZNsej73Dw6DsEqPJ94MorEVA7b+PlF2w0ahqe+/oEnvv6RPQYhofOiKYEpx9z8OAZF5aVfKlrPZb2dpLvCdCnW/bYfJas0iTqG7fgNnZfJ061/DyVgab1X8K5nc1fChUqtD0SDhsgDUPyB2eq+yqVQRXdVo1pafcHixwhydo540gMSUMAcsrXQhYa9bt2qjjNVEAlXWLx3z7XP4hYit/tPpClAiSSmipeyzjC5mFqGA5MCTTiz6MsRaZxr8b05yJ6Uha7AtNlyuOUb6a+Nk2BNVuVxvZSJtlL6SyRJbqj3xUt71FSOstzSmdZB5DXRZktTz8+dR7lQBByBLFzd3QHhjwX571vW0LezOM6Ozhbod+4jDn2qgqA1kGl6XmsL72OZnV1y2VZGIIxAWJGAdAIANOgMLQobFRLGiSEDAgCBj9gURaEOJl0m4HGhpD1lbvNBNA1ClOnsAwNmiauFrtRm/lOVyZInxloLHag5WWgdQcUgWSfUarn5ql1q37CzoPCgda1DAM4+YiLk4+4+NhPbCIMgDevmLFD7eILNqqbGl74qxJe+CtRvqgbHA+ccuOSz7LWvtlGrwpcAdDGqVRyN3filJ9VQmnKVTpQCWfRhXNsle5CBzEw3UWDU0oQ5wsZugZDF9/VmkahRREUQSh++Mu/4xiqvtvV3n3Vn9p1OMx9bnm85kCrYbuspNgAr1WUWonSTilZ1ijBxXY1WyCIPi/S6aGJzpZx2SlRSjCjByRdJZNGYGrHyCBkykAeScxLn69BBUhpn+PoRFpuJJuxG84YEmgM2uGWRiXIhikbWkTnVi26T2WDC3n8ZJrJRX8YRy6gERCHtZkegaCM47T1tY2+dDYvf2x7S2fzgQ0h4j3ZCXonL4Tkwba4eUUXGXj5mXadnXk8tR1JV+xRS71Y1FuWnXJcdHDktVtefs72unYVQNOiN2ZUvyknemgkIF1CIGQkuWEcgOszuH73QCnJQAtgaK0HvAx55CJuCoZhYtLW4x/3/oBfdpwDfgT26k5vcIIqJZxqPseWz9khA03rIeuKKa68QZQAtO6cMoyFScnamGbrjbM0HbjvIQ/3PeThBz9eAWPA9TcNXDhv4+I5kaO2vqrj5ReEW+0P/n/Axz8+jVOnbuKZPzNx8J4JnHrUwfRMfyEoiQNtfACaNSGy4tzmLnSg5eSfAb1/rlLr9IsmAuOqlJtjN4wMM2IcYAGHDw5ni+9qeaVa1yhsQ4NpiItNhq6lQ74JScphQgY/ZPB8Bi8I47/BgN/VW4mQJKQ8/p3MxQw13H2vKn1c7q3XKY4tINyB4C8O1SnS2/MTAKZOYBo6TEODbcrPj/ynwdDS05KLzyQZcMd/xQA7CMXv7CAM4Qdc/IYNGYKAIWBivmhcID6PYZuB9DC1iw18Q5WAEwz+ENiEPP9mu6TqEci1TS3ulGpo6nEljiNdywTl8wTsJg0L0LPTKr9MUmaitZ5nd6pMEhi8dFY0tGjtOtvNOrLAhhICusPwLh+ytWbZ5Tvy2jxOAbdxbp6yfMt2hBzBDnaa7dQpOA3nunjf24I8Cn8HusbsKoAWMt4Cz7ToB6euURh6cnLTddlSmwIkuWomDz75xegFDJ4fwgtYy8FXmpoDAPhOHYHnQDfTIeCUEhhR++6GJyCMbpiwDC31JTwuUh1ofsiBNkS8UosIGtVR6xF0bZfUJgK97FLWIQON9pCBFjvQBnTl9VrCKQf36mML9S9KgbtP+Lj7hI/v+6EqOAeWbuq4GJV8Xjhnw/MESHnlRR3/928eBADcfcKLHWqnH3Mwv6+7b6TCgTZcyXLr7GdB67I8PU/hmDd/KXRnSL1S7SAEmr09Xu22aerJD1JNk6Hx0UWyaGAnf6MIYCGc6t063njkBGQt38b5jxeOJvFbSackceHJQU+UJSZ/nwXR7zM/4HsaxBUanjgAN+BwAx9o9v49IIFwFqSoAzeZf6RpBLpOYWtaPHhXHU6qA0OFcrGLJeQxVAkZR8DkmCQ59ocFwbMDTtUhIhuxyNucR05KBf4kjr50Awn5uvbKx3MQ1+ZWkqXacSMD0npc6dExpWsUpqF17QqjNN2FF0heQtxheQtIl4I6bUBOu/mpfcjGpHSWbOGg6gv0tS+dpTQf3ukjhnftO80ifo+3LInt0mWngr+8YyEFckcQhNioj348s6sA2pOnD2FubhaGcqLppzUuY+IqkheE8EPhiPL8EK7P0HQDOF4gruSGBuzyNJx6BW59Hbp5uGU9LhNXyqoRdNJ0C14XJJQQQCPidZi6OGFahgbb1OIrGoQQUEDY1KMvNRZ9ODw/hOOFcP1QvI6AxSUg7cBdHJq/RZmTdGQN6rYapmQJZr9NBAbPQMsfuPcq2mMJp5p/didYYkctQoDDRwMcPlrD93y/cGRd/o6L+hpw6pEqrt30cP1NE9deF/++8N+nAQBH7vJx+qxoSnD6rIMDh4LcEp5xdKCZJeFA890GGAtz4fK4qh3I7qc0WiooSjgL7QHFXQPjKTswimkjxqLfXT1sEyWAplFYNHF4qH8ppXEplvwBH7uBIiAYhDLKYveP8mlm4J2UNSJV3qyWMMoQ8L0CObZT8QV2YODSwp1QthmD1CBh/rJzogoODBrBbxqVTEYOLY0m5bY6oSAaIEYwPNmuGMxF02QDjmhso3Y/TbqgItWhMhtsr5btcpbAvXF6B+NS7aSbycieW4V3MXCLb6dBnAqJDEPCYvleJ++5vB2Xbcal1EkNMSciL1ICnU4QbqvS2XYgLy/nbCdKZ+XnZNtKZzs4uNTS2Z3vNCu/i1vLnvPe935Abjv35k5ofAhJF5qftjFdNuM8A9cL45JAFYZl/3lhmLrfy48pe3IeTr2C2uYqynOH2y4nQYduWOmrT22u0HAOBJwj8AQIUxGtRgksQ4NlRlBNuW1lbsvW43mS+Q8NN0DdCbC0BFx6FuAswL4ZO3beZffJdmWgDaJBM9DycsvkIJxztiVI2GkHWjG4H50mpjTU14C3v7uCH/iJG9hYp3j5hShD7byNNy6buHndwM3rBv7sfwo3174DQexOO3PWwdG7fRAyng403bBBNR0sDOA167DL0zu9SV1Lwv8syB4oA01+xoomAoUKjY0YB1jAol9Gwx0MZcP7ibxCqdg4ZHlmqlxzByVBQj9lDZQCOqUwotxcQ6PxYFkOuNQ8N6Ek8yyMShSDqKlCKrMvLFyCgyo2YirTYtTS5a7djncgLhXvE8ANU4lrrtXpp1EKQ2lCQAkBoQCVzQiIuA0gIj0cHCQGeFlgl/obQSAGAeg4kmm74ahX4V24g+4wAplfmLx3Ev5Id3SqhJYQ6EZU1idBbQSOVHBLoTRMkaYTSkAg3uNsk4JsaWznxgTtwA0bmw6jwNals1lXXasrr7VRQbdZeCq80yIXoIH+c8L7EeccG5ubI31OYJcBtL94/gbM0jr8gA3lippGiQj1jWgtB6KShsQ+XZqax8atN1ONBAiACVvHZMmI/13jt/AmgCMHZvEDT90bLysgFofrh8k/L/nrZKbJD2HDDdBwt3ZGZWGbdLFlYdv+mRImDZHpFgY+njpzKPVjiXMuMtW8AN9ovonrAOamy7jn0BQcL4TjBnD8AI43+jpjIAFo7Rxo7XLReIcSTrWbJguDjgCt3cC9V8lB+lYuQKnYHVOUl41MlMrSXvH5m51jePL9DTz5fuEyrVUpXnnJEmWf52y89oqFlds6/vKLk/jLLwp318xciDOPOfiu93owdYDq4wPQCCEwS5NwahvwmtVdBdDaO9D668LJOYsvGOhj2j25UKFCw1XKDAL1zm4YEvcuxgCPsa6qI/Kklp3JAZSuUViGHFQBVIvmgyoulwTKpaGEvK+UBXZypuxxQCdfXq+vUtdIKoNLpzKnKwEMapB+8v5Jt2ICj5gCkWTQehjl0UnXVxAmThEVMMj3T77H2yGWkKDteYJC2ybO0+60nXoPZckyCGlx5qmZnjHII+IzZhrSLSbLQiO3nnw8lU7g9DlPvtQY0kKFsqpjq0vHVZtyyZ0snaUk676j3WXddQHpUmCvjfsOSCD6qLWrAFrD9QE9+QFAgFSQo6FrSUCoEvKoUwqfidBPxxcwqO4EqDX9yP2VL0OjOHDwEBZfA4LmBt558gAmSwbKttFikbz+mhhsT0xMpKYTQmDo4ktusrQ1fPEDlg/blJJNOb1X2IaoSyjnHN946QYmSnYM2WwFuGlREcj01AQOzU2g6QVoumH0VzyX44VDtU1KmKkrVxqkHRUAwqrIn6OEY8LS45wItsUPj05NBAilIJSCMyaAVocBdBJePmgTgcQpwznfsixT5jMVAeejkwSr7Up7J6cYHn+yicefFO4yp0nw6gULF6MMtUsXLGyua/j6V8p48h1NmFPAP//Fe7FwaB5norLPEw+52MkKabM0FQO03aQEZKd3XtIgpbfr5OmMweIzVqhQoUJZxeWNO+Sw6CRZxpt10OX9tEqXfPFWkLrLFMTd/XofOWeD8A09aVpi6BSWYSgNF7TUcltF54QspxIoar7gB+mKILVyaJgNUFSnUl52lXTiUKRhr3xpKlxMO9NagWOyLG8LJbPLFxq9Ytdg+urJDm1NomwWYRbqUYootiAp2dRoOlMvcRIn6wCQuKfl+S66zSTYY/KYZS2Zh7L8v7suoztbOttsjL4p2q4CaO8+dRDz83MwlSsu6tUtxwtRa/rxv81NB7Wm3xEuZd1kUyUzvm0aFM3mfpz/2udRq2xiflKHZeUPsppNMZgulQZzmsgvqG5gm+gOpDjZvPbgLWQcnCQQ6eZyBYaVP9i8fk247ZY2PHzz5VtbbC9BydQxYRsomRpsS0fJ1EWWmyYaOHgBg+MFYjvjf0G8zRIEhh1gZs0RICzwfYSMw9ApSpaeakstP76C6osrZDSCgZqu5brUqGYgZO6WnTjjstYhOdAADhYGW66vKOEcvWgcSN9dAw27xPHY4w4ee9wBAPge8NorFi6cN1Eu1wEAK8szeOP1CTz3dQHYLZvh5MMuTp918PBZBw+ccmFao/sit0q7sxPnlhloYXdgOl5f5Fijmp5b5l2o0G4WVUpmisFbob2oVIntbqZhI5YfdfCF2/tjCQA9atomu1TKMZlo4qZF4zQSdz8tWRpmdFOU3aVAQRoEcC6aKrTE8cSgTUTPBAGDlxPbI92KSUld765LeUE/bcbQEpNGDnyUr7NTrI6qbiBbp2W2AngsKrkWmZCJozAeb8UuQigNItLNIfZSk4hxVivYG6+dLgEfjXLbaQryRSW4iMqmZaU0obkXMWRSQgyno2ksuhMfe+DxcZw0MUnvGbV01h1GK94etasA2sJMCWVbR83xsVYVcKzW8FGNgFmnq2MSSqn/ptq4yVRNTExgZmYGm5ubWFpawvHjx3OXazREedegAK0Xye6jZTsZTPoBQ9ML4LhZ15iPhhOCagZY6EdAKH9be8lA8wOOIBROPl1PvkxVCyyRlwg5wDiLybdOKYiJlEW83clabSIgwGB3+8iPXURa7ilJ0wzh8mLtV6hRErv3dN1oWy7ajQjVQAgF5wxh4G0N0IoSzpErKeHsL/XDMIFTj7q4/+QGLnxVHCn/9F9v4OJ5DxfO23j5vI1qRcP550o4/5z4DOoGx4On3bgpwcmHHZQmtu9LNOnEubsA2lYZaODdgWmpIv+s0F4WSy45b7lsnAtGEGX9FCpUqFCrOMRvfz/oz/3WjbJgTS2VyzpvTJ3CMrR4oJ9UCiYuwzwolQzOkSoVlhf0O1UotRNBNDbTI5ioyeooEjv5ROM4CjOCcokDUNuRAPitJKOIggi6BmrH2CC5n8xL5quOwyAcr+YOgNIdFaoDLJqn/C+Uhj4c6WNqr0q+5n4zOPeqdhVA+/PvXAc12gMq6SZTXWSTJQOTE8KK3G8Xw8OHD2NzcxOLi4ttAZrjCPdJtoRzmApC0SW06QZoemFyO7rveMGW9mdN18FCHzwMYOo0sTFL6zIHCBewyDBN6JQg3OLkwLlwmfWbr9FOlAB6lFEXlgRAIpxjdtKMtycb8hiE6Xy8Tk0EgKTTaMkkODw/AU0jCEMOxw9Rd3x4vgB7fjTQJpqB6bKJ6QkTuk7gBwybNQ/VnLbp8ioWgfhC9gMmauR1Ae0EHCt33AdB4UAbueQx0a0DrZ1kAwHdtPHAqQAPnKrgIz9SAWPAW28auPC8jQvnRWOC9VUdF6Pb+B2Aahz3PejhzNkmTj/m4PSjLianh/f5kp04PWd3AbR2DjRKdfGrh3Ow0O8aoCUdOAtAXejOVhExdGdI/gpubaKQZBXt5cFgod2hJPMM2E0nJQ7p7gOaA8BFtawvW86nlqBqhEKjANUoNCLMBipcVB8fO/5SzRbSjRcIMsvIOJ34tljGMghsU0stkwc3VTgFpGFcCrRlwVwM5xIw50ewzg8ZwpAhHMJPYglXo3t9rSMeq0Z/JTjVZbUcTTK9pMFEpxSEIumCGr3hskQyzoqMzsfxdJbjVIwaXISMgUGUVIaMJeWXnMelmkx1KjLl8RnAnHTK3U2fvtFqVwE0xwswYaTdZFMKKNvKTdavDh8+jFdeeQWLi4ttl8lzoMkThWqXVdswq7d9n6Hph6IzZtQdUz3BDKstsxh4NhEEXlvg5XliUMmJhiCHNsdtdWV4LKUpYi9JtWwpLV4r6wNciyBCy9DAS2Y0heGu/ZMtjRIMLQGkMkfO8QJsvmlgHcCBuUncta8sMvAU2CgH4huVBmA32m5JkoFmYLPuYbOeZCeVLA2H5idQMkWJbKXhYb3mtZSlUkIwN2nCsiw0fBe8C4eT7O5aOGRGJ5lzt1VZ71byPQnQ0tCfUuD4CR/HT/j48Meq4BxYvK7jwnk7hmrLSwYuv2zh8ssWPvdZgBCO4ye8uOTz9GMOZuf7//Ugu4IG0TbuFslcuiwgI4QIN2ngIQw8GFZ3FzJkxmDx+SpUaPdI/sob5g97SpDKSyKEg4AAhINxEgWqh0MZtO2k4qFiqhamvz0pB9NiwJzTJTEakCfPLQZq8rdhoOTsFCpUKJFa1hfuAYSRLdnNcxi2gr/knKJRAt3S08tE4Ycp2KMAIWmYUhuWcA4EYZhyHQ56DmJc6Rjt9/8FQaLvID0uiaZxDqH8q8euxuhv5HaMb0dZadupdo1HZIORQCkZlud4xhKWESr/VBNMtoyYMRX4KSBRPreyLTuhXQXQnjx1CIcPLQzkJgOSNzv+F7L290MGpotypzevXcf5KyutIIxxrKxXAAAXrlVxtXpVkOAdeFM1CuiaFgMuLSLd8v4btgW3ARyYMXDXXbOp5SQdX7oAVAE8ct8BnDx5VMzTkhbC/e77IGTw/PZ5ber0IGqN3vRC8a8mBs6e7+OlN9Za1k0JWrqRWqYG3xeQanbKxoPHZlOwLQgZ1l+bxNXNZRw/UMKxe+dTGW0yW84PWOxGynO2NN0QTTeBb3FzC1ODrtE4qy4IOdaqLjgRH7vA98QVHCLWkSdZYlY0ERidJFQd2IHmCVeqYdodlyMEOHIswJFjNfz1vyEcYbeXdFw8b+HCOeFKu3HNxJtXLLx5xcLn/3AGAHD0bg+nH3PixgT7D3V/tVOPtsn3nJ4yw3Za7RxogCjjFACt+9JbWSJdfL4KFdo92o6fViIMmXVdkSaAGxHuAo1Ci5wGIgeGpgYNfsjg+Uk+U79KlxYJ7aRDQA5WkwZww9sS6cBJPV/03+7HCcOXTEqJS9Hk/ehGdkyd2peK81AOiIt9XGiYih1T4t4Ob814SsA9hiAEBi2Nlm7FeGwfdU6OS4ujyCXZvC8L5QyDQqO0xXlIleYF+hjlBm9ubo78OXcVQPNDhpVNJxOG2Ho7aAPCVEjW0/O6YnBV2VjH6zfWczsxeq5wMoTEEMGcfYgQpKizaWiwdCq6ZJo6SqYG05BwLLKFKl0ru6HOF79VxubaMg7NWjh1fC53GQkO5mcmMTUxvIGlfG0T9tblVWEEnSRUu71M8eq3AMIZjixMpLqSCtiGGLap2qwJiPHGUh2bz98AIH74moYG29TQ9MWxUK0JJ85s2YQ1l3a2McbxqVcpKgAeOLaAI8fnY7jWcHzUnQCeH6Y6gnYqaY0Dz4POXWDFMkUG2qglP9+DArTYtdiHu+nAoQAHDgX4rg+JJgQba1R0+Yw6fV69YuLGNfHvS388DQDYf8jHmQionX7MwZFjQX6IJxKABs4RBh70XVLC2C4DTUwz4aPeG0ArMtAKFSrUh2T3MT/kXbkORJkU4sgMtStg3AiJQJShM/E7Ngh46vckV35j9CJTlyVDEUghBDz6zSwcGFGQ+BiNa8e9dIjE/yXaSSddGohlN2R0G5Z2CGW2QNk+tUJznN/ncVXs+kRkalD3dyaouQWSAuI9GPPPWKH+xTgHCxHFOm2fbVpmp+Y5CDUqu4PSvp2H7cqCs8vXakUXzo567tJtTJSHW3KkliNmnVbyjeO8hMt2CZ7ThBbWUJ7cH9djC+snj0uB2jkZNEpQsnSULA0lUxe3TXFfdq409O2nuZYlBsqyTDNPcp5p7tygUtMoJhTYVtLEoJhzhidOHkwtm4VtsbPNZ7j2gljGtozYDcY4YqeZz8Q+X1qpgLVxtpmGho2KABl1T3T7sEwN02UTljEpAKchwj8bjo/bG02sVlxU6l5uB1g5+JdwrJOKLpyjlzYkgNYJ9vSq2XmGpz7QwFMfEE7HWoXi5RctkaF2zsZrr1pYXjLwlSUDX/nTqegxQcqhdvcJH/KCEaUaNN1EGHgIvOauAWidHGhyP7MuPldSgSyR3iWvv1ChQjurFijQpSQwYOFwgubUgQUhJOMiSsMwL+DwenQ00OiCrvxNHJdMIX1BehyDwUchHv/Xu0j2ThZ27GJxDoR7tCY381btqMR+BqIzy9DXnwBQEl+I5cr7Omz4RjKOXvVCg8x8I1G3x9gRJZ2WkOfX1tLCtveV5dt1Ms07lxZKKwbhO5xX2KhXR/6cuwqgzZRNTE/bCvBSXVgENKodVssRs+WJerQcIYAfhDFIyYbzNxwfrnJV0S7Pw3NuYPnWErg5m9ouwkNwLpY9fmQBUxMlAcoUSKZrg5WdDksSirlu+97Vcp6EbeMgPQp2D4KgpeQsC9tUfdukWAPwtgcP4uTJ4wgZg+uzpGz05hTWF4HpCQ1HFsqpslJfgW0SKq7WArjX862iRJaRRu61fTM2DI0i5ByuF6LuBqg1vNiRJJ0yGhVhnLpGwDiH58t23EBQZDSNXIkDzR+ovDHsoZttr5qcZnjiPU088R5xQaHZIHj1QlLyeemihY01HV//i0l8/S9Ew4DJqVA0JIigmm7YEUBztuplMTZKoGTrV1cCpgsHWqFChbZH4zKW2u6QdcaFkx49NocSJT9JNi6JsBsDB4uCv8dlH+6UeNs7e18SlKhgRHWiyJLTREnGEZf5SIgck31WFfWrYTxLFp5GptOxOwySbRrNxonyRQHk+8kRk+5enZKo+ZwsRyQwDS0uWxSdTwlMXROdUA0NOk2AndrpNb19OcH9USYXkEC6LKxT87vaAbyWpgAd7ifLK80GOjwm77mTnLH87UvWPfj7upe1qwDaex85gunp6S2XY4zD8QKRTeUFqChgTE53/e6uxlFKUDI1LOw/gMrqDRishkdPLERuMlFWWa9VcO7LgKZpeOLk4bEAZe0kAdq4O9Cy0pUBM2MMmqZ19bggCh2Xj9coxYRFMWGJ+/OzghzMTmh44uSB1GNV2Pbq18Xxct/RBUxMT7dkuPlR908JZFFvv01ysC6dMiHjqDuJ24kSYGrCxNykiRdDscy+uSl4IFt2WS00uFR3E2chSE7JdjdicQnn8AFaVqUJjrNPODj7hChZ9lyCy6+YuPB8CRdfsPDKizZqVQ3PPlPGs8+IY/6nfmoWx45V8PSXKO5+yMKDp1yMu9GRdXSgpcF0NyoyBgsVKnQnKq/EbhgDJg4gjDrCDbpdOzmIU0uGYvG006X4Nda7UqCkT+kRFLEMTeQNy66HGklF3NDIMCHzChGVezHG4QcMXsjgR03b/Kjrox8kHSGTYPMhvv7MneIYGo5kSX2/AK6dosMmBXvFcaZUq8kYJblM3GAvmaYR0fFUi7LJ4nma4rTLQDzaMm1n2EILjIvgYZjqjMoRBGHUgZbH8/wghBfyqKNqJl9eWedu1K4CaIACxxTXWOwg6xWOERKXVNot5ZWitFI2LHh5ooY3Xnkezeoa7j2chnirjhi0lkqlsYZnQOIqa+dAC8MQYRimlh0HqQAtCIKuAZp8Le2W71TSqsK2IGpG8NDxfZiba82OCxkXDRIyYC2vYcJWThnGgc26h/VKM97+mguUSiQGf44fwhvil0ShRFQ5VlgY5GYedqNwiCWcvcq0OM485uLMY+JzHgTA65dMXDwnctQunrdRqQhn2vPfJPjNf3sEhsnw4Gk3Lvl86GEXdmm8vtnCNl04gQSqdVManaxPlkiPz7muUKFChbZbvQAgAgEtDI1C02lSZqWWkCLqmsY4fJlNrAyYui2FGhcw1W8pogQ5ukaVjLuk/JVzJA3IlPzmOMB/+C9lz0kAuMEiNmTDNRmqbugUlqFhqmzC1GicgaxH3Q81SgAuqkSCMIQfiDgXLwJw4jd+IC66+yF8nxXv5R4QiypkQ8Q1szsqrQvIRvNAXcvfBApm3aCdIKD6fLopKu2GwT0YF98XsulOEN0OIsjtRp8zL4JyAtzxGMr57ugbGuwqgPal596Cbk10tayEY7aZAWOWDjt603vp5nn48GEAwO3btxEEQQroNBoil2hiortt20ltBdDU6eME0FQAFgRB19uWdaBl1Y0jjzEWd/Ns97xJxt3WH6mvsRu49QawMKnhXacOpjuRegEaToCGF6Dhyc6eBEQzoi/mAppttwihIFQDZyHCMOj7JCnhTJ5batTSdeDB0x4ePO3ho3+7AsaAV77N4VWBh06v49XLITbXNVw4V8KFcyUAgKZx3PeQi9MRUDv1qIvJqZ07/jjnWzjQZAZaLw60okS6UKFChTqJA/BDDj8MgS0aHwFi0GXqFHYUZ2GbOqyoXMrUo46lMnoFRAEQ4sKgFw2QpCtIDpIC6Qhi45u71k8XPdlAzIgaiBlGUmom8+1EKDhHwJIBpBtyhNFAclz3x7hKuCRDuN3/XMiVGo5OKQWlgKmLMaau5HgJ0Eyjkk0eNe8QAMALGDw/FA1JdkiiS2OmpFaZn81XjMtp47K/Av6OQiHjEczb6S1JlHXopd10yEA50pVbT328HjVVzIeB4tit1SZH/rp3FUDzghC6Jd6srFNM3pYQoxc41o1mZmZQKpXQbDaxvLwcAzUAaDZFDlGpVBra822XtgJGcrqu66Bj1KKWEAJN0xCGYQzFutEwAJo6bxhlrSVbdEBkoY9D8+2h6/LyMl76KmDZFh46Nou1qovNuge/x0ySQr2LajpCFg7USEA+diccaFuJUmB+v4mlKvDO96zih3/qGm6+ZeBC5FC78LyNldv/f/b+M0iW/D7PRJ90lVXV1b5Pe3e8n3NmMBh4DkAQICBSdBLJvdhLRcjEXS1CG6FA7EZQsV9EShGMWMVV8MuCl7q7Ky1F6S5XNBAlgQCHEAEOOPCYc2ZO9/GnvfflK+398M/MqvZVfdr3/4k4pqvLZGVlVWW++f7eV+fJcJwnw3G+8u9BUXwGLlrCoRY0fTY1H962WPlabNfCCeXsuWpwHFnSIZFIJPuJmBTZPc4iRFFYJ7glTJ36ZIyYoZZzZY1yZpGqCCeQHQoPgTPBcoQjKHQBCXeQcAOFAuAeJ0sPFN8nGHfyyG8fT7wlqhq43bQNB65hPZ4fZIZF7g4X15Vix34RZhEKzTRUNfZH3Qjj4JR1l0TJZPs6+rbXLDkFxBht8EdfN9ooEhBDeVc4VN1IDHccD8cjGP2TW+RhUlnCUFkYsblZONjedhi3DN26h5VFuBWyRGAXPnqzi45zLZjG4QfyK4pCV1cXL168YGZm5sQKaLu1cIYOtOOUfxYSCmiuW/2X034IaOE6UVV12/uphXggoO1U5ADl7SqZSHB9oCW6PF+0WUwXWU4XWVwrkStuFgw0VTnSD7OTjqrpuHYpcjzthaMc4awGPSa2Q9sqoijQ02/T02/z2Z8TX0Tzs7oQ1O6Jps/pSYPRZyajz0z+yx82AtA7YEWlBDfuFDnXcXCnxcqvhYKibh7JVmtotw0plwgcH7etRCKRnCV8n7LDPl/dd65COIYnDtpjFQVOpqHRnDKjn42g1U9Tg0IDL3ByuWURLhwNEm6gsgtOiHLesd2fEqH6PlUm12xLdBAdON7CcdODeNbhY20sDAjDy2U2mGDzujh+a8WHaLSuVhRFiG8xQyeVUDa3/la2bAYCjut5UYad4/pRfp23D+/PytzDTQ48f7ML7yQTPo8Nl+7b/ZdbopWK/29Yv8HPEH4mhJmTPkTCq7K+ICFwH4fuR9cT28VRcKIEtOZ6k3isuuyrg6CzszMS0Co5SQLabi2coZB0nMY3Q3Rdx7KsPTnQtstAq8WBtl/rJLyfYpCdtx3Fimy9SpJxg/64QX97vbie5bCULrK0VmQpXSSdt3fd2YvpCmZMJ1ewT/wXwUGgaQY2vKQDLRjhPLYCmtiuHKuw5e/bOx3aP5flU5/LArC8qDEc5KcN3Y8z9jzG5Jj48+d/KnIhO7rsaOTz5t0inT0O+3Wuo1KQ3OoESq0lAr7nRaKcLBGQSCSSk4OPKAh1PE+Ehhf39l0tWkOVaIRND3KvwliOuriBpoUB3mU3RmWjnV/RBukGzpowx+co9q+2KLLc9dA4EssO4WC0/FjRX9sS5u9pQe6eEEODA/HAMSOEN2VTtlzYNngaBI/TiO8jxGrbq8aoug4F0IL3a9LUMfTgvauq0fs1MGAKt17w3vQ8H8t1hRszcH2Gx0vrcw9r22BUpSzmrxtNDPdVg4+P6HOj8vPCPb4C/V4pt0QfzPOKnHOBQBfTZQbajoTVrUcV1B+6zjYKaCcxA+0kOtBC91ctAlroVtsPB9p+CWi1OtDC6297fzGdnrYUPW1iBtyyXSGopYssrhVZy21+bpbjYzk2igLnGuP4vs9SunQMz28dDWFxwMsIaJHgox2/9xKAETjQHGtnITekpc3l45/O8fFPi12dTFrl4XuBQ+1+nOdPYszNGMzNGPzlnwlxt7nVidxpN+8W6Ru02etkeNRquk2pQ60ZaJVONZmBJpFIJHtHVctZXScJ0RoqDmQtBw46XGh9u2eFw2Yf3S1V6FLrEON2ZddNeOzrez7uEbfklfP3qm9XDB0vmqpgGlpZGNXCMUPxu9Dd4oYi6AZhw4v+FaUYXiR+VLjlJEeCT1gm4bLX92zoegozucR7E5SKn8VWogSPGbZRivw82ym/Vz1/7048sZ2WR2B1taKAJBDixPIqgRgeLEeFAFcZun9Uwv1hUtbnxBPdy3p/WU6UgPZn3xsjWScOzCotgdG/bG0RDC9XKt8g0ezv9tcN62vD6+Yc4diYmZ3lwcgiuqahAHOLawDkLIXn02vR9cvLUbYyhm/ITcu4xXMgfC6w63XDy3djNwfafotF+0mtAprneXhB4MVuAtpOYtZ+i4rVOtD26myMGRpdrXV0tdYBIltjOVMW1FYzZaHM92FhTSyHrinUxY0gh+PlGo5OOvspoKn7MPZ7EOg1CmgbqW/weOPjed74uDiBUMgrPHog8tOG7sd5+tBkZUnn299I8e1vCHG3vtHlxivlkc/zlyyqLTkNs822G4nVahzhLJc86CjHKO9RIpFIThr7MUJ1FngZl8tBIQQjqHZ5wuDuaCy24tjDC1tG3aPLRIpyyTx/Xw+stSBvLqYr6zLntA3Hd5EAWSF0hCNnngee7wX/BiLdEYuUZ5XwNYpaNg+AyqPy8G2yMb8uFGz3UhKnKkqUPxePaRi6Uc6iqwj0r9QhqNgunW0EuKgB0zme7jgtFDpVBRXwjMOfTjyeR3ZV4K3bAg/nxfV9BVUz8FybB0/GSaSaAVheE5lBS1mXByPLh7Is27E+GHCDCKhAPr0CQDZX4L++O1mhsot/Z8bmAchZPt8ZnkVlowhYvv91It+OImSFkr/F/POWQmaFcBg+Tph7lM4WyeStzTPVG4TSSqFtOwFtN0de5e8OwoG2k6MyFNh2c6DthqGrdDQn6WgWDknH9VjJFBmdzTK7nI/OGDuuH7nVlOB2tnM2q7jLAtreMtB8z8P3xFkx7Ri0cG5FOMLpuQ6ua7/0ciaSPq++UeDVN4TwWyopPB02GbovMtQePTDJrGl87+06vvd2XXAbj+u3i9y4W+TW3SIXr5UwtlmMsgNt6yuEl1c7wulE+WfSfSaRSCTHgY17Q2dx/2MnKveloby+xCGRv+/h8lvh+eC5PtQY/K4ooFLeR6fC8RY1jR5jMUkIHQfnUBTC5OYRwEqDRCj4hE2Y61oxK8S6Y7oKjw2VxpQy5W1vv95HlXdxENu15/tRg/FeEOPQwpVphHmSukYqEZS6mDqmrmBoWiTEhTKxENm2E+C2EeRcb1/Wg+sHfwWfQcWXDYHcAydKQPvMB/qor2+osFGWLc/hjHOk/Fd8EEdfLP76f72KMwQbf+9FX0SVFb0+U23nWJybJqUW6OvsBx/GfCHUdLQ10tFWt/7+8Cs+6NZfXt1zqPxS3P2LZX0w4OYrW574sHAcm8wWYa3prDj4dX2V+ZWts5GOinxJqPPvPp3j+cruB/uOXXaV/dn3JlA1dZNQZxeDg33L4q0fjqOq6iYRcnZ8Lnh8n3cezGzpBAwbjzY5I1kvPqqKss7V9Gh0gZhplsXGChFwYTkNgIvOzFKuKtfi1iJk2XlJsKytDQnaGoWAMr2UY2hkmUJFPb3P0VhijwuhgObu0YFW2QR5XDPQhPNKw/dcHKuIltjf5TRNn1uvFrn1qhCCHQdePBaC2tC9OMPvmeSzGj/+XpIff0+Iu7GYx9VbpWjk8+rNEmZcfI65u7SahkJY9SOc4vNBM46f21YikUjOIrUcW6kq6Gow+qQq6LqKqqpoYUaWEuYglUevPE+MN4UOqTCUvOwOOto2ud3Yr6yy6CS7un5ftfxbf91jhccgnrd3UdP3g2G7Y+bAOwhC8UtVy9thSKXYVbmtCWHSO9ApYrXiNQ8NDKEK6wdKZiTIVRyPnjY2jgDuhqYGbaOqhhZ83qgqQcto+Fp6QtNxK7P4jvc4peeBh4fjQnGvo7DBX2rFcW7oTtVUIcolzFCcCzImA2eOGJkNN0Hxd+jM3CTABdmStusFDa7+kTqfT5SAFgsadY6S8cE+Fuem0d0Mdy62AfBXvjhgu3Wxk4GB9gNfhmpFQJ8NAp0P+UKOh38Nvufy4evtKIqyTjD8ceY5U0B7cz2vXmqrXQQMBUvPXzcvzjbL6gU38DY9h83PT9fFa68qPoaubvl8162n6EyRgq8oW7oWXb/8zZHNW6hblA1kcoGoiBaNO74siqLi+x4PXswRi6e2vM7MghgNnl+z+f6j+X153K2XpfxletLySw6KyIFWQ95eJaGIo6ga6haNkccBRVHQY3HsYg7HKmIm6g/08XQdrtwsceVmiV/8whquC2MvYgzfi0cutbVVjfd/nOD9HyeC2/hcvFbi5p0it26Ks9fbOdCiDDTPwfe8XccywwZOWSAgkUgkJw/PA8urPXdIVcA0NAxDI2HqoglQ14J/1XU/G0GhAIgDYsv1sG3xmLbtUXIcSnbQ5Bn8zvWCHKKXEJsOmkgQc8Of9ofwYDpyllXc/XFdFwdBmJdWrXqiq6AbojE2FmZhaUrQShkKNmWBIRRnXFeM4VWOzTrh7zwfd0MelncAr/lGwhP7YiMQjxNocyd2G3A9cC2PItV/1qiKKDqIqWLMMqapGIZWfj01JRKOXM/Ddvyo/Tf64+6PkSF0rlZS+f58mdclfG0PajR9K4FOUURunIIvxDrv8I0KJ0pAOw5sVSRw2C2c5bMZCrUemtcnyrdoTGqbxgOHNLHhtzSl6O842APqWpkdriOzAq+cb+b27YFNvw+dd6HYt7KywtDbQnj73Bv9W4p9rufy/jfF7d+40oKZSGwQAeHH2RdCVGyp57XL57YVAcuC5XrX4kY3IT4Mx0ysUoG2ep36xvWuxVBMnESINw31dTSnzB0Ey43Ls9nRuBPrXYsSKI9det7LOdC2c0sdF4wKAe2w0TS4cNniwmWLn/3lNL4PU+MGQ/fi0Z+lBZ3HD+I8fhBn7mMmn/kM/Oh7DfzXb7Vw847IUWtoEjsYlaOYrmujqzs7y8IMNE2XDjSJRHK2WSd4nHI8HwqWu851Xw2KwpZCm2lo1CcMDEOLLg9/FwtC6z1fxGcULYd8yaFQcilaLiVLjF+FB86h+OHUOB55XDiJQkl5UiT8KUS0e7LNSfr9xPHAKbk1uYDUjW4fLWiPjWnoQRaWVtkGuclpKAh3/yPDhFc+1ljXGLmlWLc5Iyu8nxO1ERwAng+e42PjU7SqF8Ki+CJVwQw+P/TA9WYY2rqSAR/heHO8cquo5XjYjrvuM2Sv229YwKGp68sWoEKE98rHvpUu33XTdS+xLVQj0OULe4vbeRmkgFYjoYA2OzsbiQ5hVtVhCWgvg67raJqG67qUSqVNAlqY93USWzjDWXYt+BJUgjeZruvEY9tv6oZhYNs2SVOhuXHzaxgLRMXmxjr62rd2i9XKX9UlWC4VuNhZR3//1q7FR98Tj3v7Uic3bnS/1OOtG03eQnTbOLrseT5zy3lG5zIUg53MMDjWrvhQPq073S9bIuDuktd1XAhz0Bzr6Me1FQV6B2x6B2x++ucz+D7Mz+g8CFo+63SxjEsLCf7szxr5T/93IwB9g1ZUStCoavi+i+tY6LuMZoYONE060CQSyRlnt+9xkXvLunGv4zyadBD4PnvOGwrHlwxdJWaUHW4JU6OhLhaJcjFdwzDE/zVNwXWDx7QcCpYQ3golJ1oOKzhods5oXu1+EB3gh0fqm35bPaE2VSkywMsJCNux2eV2gPls0UheKNYpxAwVTdUJG0+3ysPeTGW0UqXw4q8vVqgU6Y54VO+widaN6+PgU3KAUu1ivxaM6oajlJomCi/U4IM8HG8PRa9QELWdsmux3HRaO7qmCqdvdEJBOCvVYFsJI49CIS48cWDbLpYrBEHX8bCDbeG4bQFSQKuRtrY2dF3HsiyWl5dJJpORkJZMJo946aojFotRKBS2bJ7c78D8/UQLxivdKt/ModC2XYFASCwWw7btbYsEDkJUrKaJcz+F2SgHbcsvtK1pSplc7mticj7L44lV8iUHz/UxNJX6OoNMzl5nLzY0Bcc7vgGwtVAe4dzbWY3wdsfdgRY2cdpH4EDbDUWBjm6Hju4sn/4bWSYfL7M4Aa9+yMU30wzfjzM+EmNiVPz52lca+B//xzipVI5/9/9JMXA1xc07RTq6nU1nXAGcMANNlghIJBLJjvgEec07fL+X2xlBU1R8wAkOfs7Q8e+WhFk+bF/4viWqIrKXxIFo2f1Wn4jRUl8W5IzgwDQUJRzXw7K9SGiL/gSOt5PqcDvuHKRgdpSE5QSH6fMJRbuYrgoXXSi8BLlyUeY0RMpl2ToBYXYf/gaHlF/Zilp2152ml8z3w3x9P3ivv9woaFhIuF4kVaLHCkVQt+IYcK+feQCGpooTCTGNlG5g6Fp5pDlahrLYmElXf2y7X0gBrUZUVaWzs5PJyUlmZmbo7hbOoFgsFgk8xx3TNCkUClsKRqGodhIdaBupRUDL5XK7Cmj7KSpWNnFuRzga/LItnC+Dqij0d9TTey7FxHyWx5OrFEoOy+kSpqHS35qiaLnMrxYiZ5qiCDHNck7u11EkoL3kCOfxd6CJbesoRjhrJRQlBy75vPFTSwCkV1WG3xMOtQfvxikWhYB2/4caf/pH5wBoPedEpQQ37xTpHbRRFOlAk0gkkv2k3M4I27lhVIUo30nXxAGxDziOhxUERe/3nkN4sKVANFp0UvB8KNkeJduDGuULXRXr2AhcbWYgvJmGiq5rQbFUxcFvENptOV7wmEJws2z3VIkLlVRmtoW87MjZfrFx3DJytfknQ6iLlj8sOwsvZP1ybzfmdySiXSjUbXBJRaOLyja+uoopHiHOVYh23sGPAB80XnDypPxJsD/PZn25Rvn/YVlAteRzmX1ZnlqQAtoeqBTQmpqagJMxvhkSimNbiTfhZcfRgXaQAhqwrYB2EOskFMV2cqAddrbeTqiqwkBnPX3tKcbmMjyZXKVouYzPZ0mYGjcHmvF8mFjIki3YkXimaQp+YMsOMXQV+5g3fO5XicBxd6AZ0Qjn8RfQthIlG5o8PvwTeT78E3kAHn4HSjn41E8v8d3vdPDsocnSgs7bf5Hi7b9IBbdxufFKkZ/4uEcyBqomBTSJRCI5DDxfNHxbO3y1KpQbNnVdIWZo6KqC7/vYDpQcF9txqfb4yq9CNBOB3+XMKB8/2ndxTqiDzgnG34q2BzWkNCiBkzDM1WqIxaKxvciBEgR4iEZTkcFUssRI6XFuMd3Iy2S2VY5rho4chbIYFI6m7VXk2iQqVXE/4r0jXjslEKsr87J838cPBR6vXDZwECPZO4/GHh6hSLMxcmar16V8EuDwllet3H4Un8rh1/L2GW5HlRnbJ5/jLADvhhTQ9kBlDtrg4CBwPESOagmFoK0Eo+OcgRY6/KoV0MJRz92cgdUKaAcxwrmdA8227Wj5j9KBthFVVTjf1UB/R4qxuSxPJlYplFyGxlZImjpXehtJJWNMLmSZWsitO4Ogq0oUdAkQj4ngXcvxSOesY/VloAbCl/uSGWjHXUArO9COPgNtNyJRcgdXn2EalHLwE59Z4Rf+zgylosKTYVOUEtyP8/iBSXpV47t/VcfV8x7nz8Pv/r978I0Obt0tcuNukYtXSxjH+2WTSCSSU4tP0HrneZQcyBW3drOFDpdQ7DF0NQhLFwfCTtBiV824ogj89nZ0u6iKEowRKZEoofhiOR3Px3HF2NJJx/fD7CMf7Nqej8jKK7flqQooaug+EhKGX5G5dJJX1zoXWFkpqonKsbjgEtaLJH5NAp947/iRiFmq4fULlyXatsPygfC+/bLwFo1AHuCOe+gcVSNxstzw6QcNn57ng6JEo5hbEZUkHNyivhTepu3nuC6ppBIpoO2ByibOfF44H05K/hmcfAfaQWSgwfZi1kGMcO6WgRZerijKsXwtNFXlQlcDA+0pRucyPJ0UGWn3ni9RF9e52tfMzcFm5pYLjM9nmV8t4ARfbuHXcdESLVSaqtBzro6W+ji5os3cSoHsETSqVPLyJQJWcD/HW4k5SSOcoZip7iBKaoGbzAvWvxn3uf1akduviedn2/D8kRDUWupyAKytJXn2LMmPvys+w2Omx9VbJW4GY59XbpQw43KHRiKRSI4TlWHbths4rXYgHOMMA8/DnRGvwpGz0ye95/vCXb+Te04BTQlFNjUaU8UP2vFcahpNOmqiEUdFWZcptd16Cl1O68e9Xu6xwzs+im9hBTFJAUQjr+XxvJd30IisqhptZhuWLxyTDFSl6H5rXbRwWV7WQRi+tURAfFkArHVdhetXDHXvdGNfuO0Cx6SuqRi6GF2OBZmBpqERM8TvdFXFV4hEt1AMjP4fXl6RkbbxOjv9/iS7qiTVIwW0PdDe3o6qqhQKBWZnZwHpQDsMDmqEc6f1AQfjQNtthLMy/0ypOAN03NA0lYvdjQx01DM6K4S0XNHhx08XSE0aXO1r4sM3OihaLhMLWSbms+vEMUURZ8smF3JMLuRorItxqaeRrpYkK5kSo3NpFlaLhz4SoL2kgOa5J8uBdlglAsvTz3HsIu0DN2u+bTVjsVrkHNxagDUMuHa7xLXbJYa+nccuwv/rSxkePVpiOHCpZdY03v9Rgvd/JD7Tdd3n0vWyoHbtdpFkndxDkkgkkpNEKCp4u7UhvORjOL4fnDDcWSiL8pXUckaU5/vrms6Pmkgwq0EVUNXQfVbhXqIcNl5uga/usY8SH2oqXAhLH8JxYC0IvA/FR8/1cYK8ucrxyZdZvuMwJllJJN4dopJUft9V35Ibjm3rgXs1ZmjEDI1ETCNh6iRNDdPQo1bcmK4FDZa7Lcs2Apvn4/obRLqKy3YT83a8n+g+iO5DcrBIAW0PaJpGR0cHMzMzvHjxAjhZAtpJdaDVOsJ5nDPQdhvh3M8GzsNA11Qu9TQy2FnPi5k0z6bWyBZsfvRkgSeTq1zra+ZyTyOXexpZyZSYmM8yuZjbNO6wlrO492yRB5pKX3uK6wMtfOh6jKLl8GBkmZnl/KHUWZcdaHtzwoUjnDu5pY4DYQaaa5fwPQ9FVQ/ssXzfY+LRd/A9j6aOQWLxuppuX00xgxo0arpVtKeGJQIDl1SuvJLm534ljefB1JjB0P04Q+/GeXAvzsqSzqP34zx6P84f/T6oqs/5yxY37xa5cafIjVeKNDSdHEeBRCKRSI6ecHRL7AadngNez6vGNbSZcBw3aoxXyhpMuK4i59e+L/X+EJY+VDv6qqlgGCpxQ4+aBnWtHGKvBDY8v7JZ1XGxHdFw6LpCTJF6Se1Ujm0XLJdqSzqMoATFMITDLR7TiMd04oYWiG2B880QrblJUzt0I0R53NYTotquYp6H57GjmFd5WbXOvNOMFND2SGdnJzMzM8zPzwMnR+iA7R1Xvu8fyLjifrFXB9puGWhGEHh0nFo4j0MD517QNZUrvU2c72zgxcwaz6fSZPI2P3g8T0MyxrX+JjpbkrQ0xLl1voWZ5TwTwYhnJY7rMTKTZmQmTWtDnMHOel69fI7XVYWF1QLDY8usZrd+vfaDUKR5aQfaMR/hFA2Uwvbv2EUM8+BG0R2riO+JnUq7lK9ZQKvFgebtIqD5nlfhEiw7S1UV+s7b9J23+dwvZPB9mJ3WI3fa0L04c9MGzx+bPH9s8qd/0AhA/3mLG3eK3HpViGotbdWdAZVIJBKJRFLOXgt+OtJlOSxcD1zLo7jN8cdGwpIAIbSpxGPCHWVoQrAJM/pUVeQBer4Q2exAfLMcUfTgOF5U/uC5/i5eSUkloiEyFN2qI2ofDsZJ44aGGdPEaGnoftNVMXYaON50Td2z8KYoCpoCmqpxVEchYYHGJjfeDmLejpdt4cxzPbF9K+7hP0spoO2Rrq4u3n333ejnkySgbedAs21703WOE7VmoIXXe5kRzkpR8SBKBHbLQDtJ21Ulhq5yta+ZC10NPJ9O83x6jXTe4vuP5mmsi3Gtv5mO5gS951L0nktRKDlMLGQZn8uSK64XP5bSRZbSRWLGEgPt9Qx01vPmnR5yRZvn02nG5zL7fqbj5TPQNoszxxFFUdFjJo5VxLYOVkCzi/no/06pttIC3/ercqBFI5zOzjujlb/f6TVSFOjqcejqyfLpn8kCsDivMXQvzvB9IapNjsYYHxF/vvaVBgC6em1uBCOfN+8Uae9yOMaT2BKJRHJqWddoJ6kZBVBU9pxlJdk/KksCaikI2AtR/l34Dooi1iqyAo+xG/A4UW4f9sgXqz+uiMZMNRVDU9YJbKahE4+pwv0WiHGhi/E4RP8oYZlIFWOvL0s6XX/gj7GRPQloX/7yl/kX/+JfMDMzw82bN/nt3/5tPvGJT2x7/VKpxG/+5m/y+7//+8zOztLb28v//D//z/y9v/f39rzgR01YJBBykkoEthOMQkFNUZTIlXWcOKgMtJ1GOG3bjrIfpAOtdgxd41p/KKSt8Xw6zVrO4nsP52hKCSGtvSlBwtS50tsUjXiOz2eZWsyuy56wbI+nU2s8nVqjvTnBYEc9t8+3cL2/mbG5DM+n1yjWcEZoJ0IBzfe9PY02eidkhBNAjyVwrOKBFwlYpbKAZtfY+ul7brTXru3wftaqHOGsLHmo9bVta3d587M53vysKCFYXVF5+F48EtVGnsaYmTSYmTT4xn+pD27jRCOfN+8W6em3paAmkUgkh0C1B/ihuydkt1KBs4IP+LtoNbqqoGpCanE9kfFV63oXxQ4VDZQH3PK4F8JSgTDbTA3aIf0gOL9y1LRyhO4kUi6MOOY1lqeYaMzU8RB7zdXHypQzFpVysYmmBCOoatn5FowQhyULIrtPhYqG2LAUQgnvM1BXw8cILz9L1Cyg/cEf/AH/+B//Y7785S/zsY99jN/93d/l85//PMPDw/T39295m1/5lV9hbm6O//1//9+5dOkS8/PzVYsgx5WOjg7RMBIc1J0kp9B2DrRKp9VxfCMc1AjnTgJa5TraT1GxlhKB00DM0Lg+0MKF7kaeTa0xMpNmNWvx3eE5mutNrvU3c65RFCa0NMRpaYhzOxjxHJ/PsLC6fj3NrxSYXymQiGkMdNYz0FHPhe4GZhZzPJtee+nxzlBAA9H+qKu1OckiB5p2/E2+5SbO2kStWrErBbQaHWiVpQA7Z6CFDrSddzKcIP9MjLC+HE3NHh95M89H3hTPL5tRefTAjMY+nz00WZzX+dafp/jWn6cAaGxyuRG4027cLTJwwWKXjymJRCKRHCChu6caNDXMqRI/l8eMDm75jjOOqKbc9vdlkazczui6Yn1FrqpdFBpDV9A1rXwf/lZ5TPv7vDYSlgrUUiwAQogQy18WKIToACDWhx+EwDueGLG0Xe9Uuv3CbSEs0FAVZd22sb58wsf3yq2n4evtEwjcQTnDaVxPL0s5Y9EXstveIp1rJhTc1MiBVt7WlUBwDkW4SvFtK5Fu8+Xly8ImZVVRyGUzh/PkKqj56O5f/st/yd//+3+ff/AP/gEAv/3bv83Xv/51fud3foff+q3f2nT9r33ta3zrW9/ixYsXtLS0ADA4OPhyS30MMAyDc+fOnaoMtINom9xPQiGs2hHO/XCgVeaf7aeoeNpKBKrFNDRuDrZwqbuRp1OrjMxmWMmU+M7QLK0NQkhraxTPWdPU9SOe81nG5zPkKuzPBcvl0fgqj8dX6WxNcr6zgU/c7mIla/F8ao2Z5fx2i7IjqqqJT2rfF1lZNQot0bjhMR/hBDAiAe1gHWiVAlqtj+UF72VV03d8H1Y/wlkKrr//r0+q3uP1jxR4/SNCJCwWFB4PmWLk816cJ0Mma6sa3/lmHd/5psiBS6ZcbrxSEg61O0UuXiuxy8eWRCKRSI6IcIxuN1RFiXKpAAhEgLMmuJVFsvCnrak8eI5aU4OVZDs+9i4n0HVVwYxpxDaMsnmeL4Qp1y8H8B/wyo8mHhGvecmufexSCxoi9Q2tnuFukMiYEs/Ldb3o/wf11Cqf014pC9U+7MPQSKU4GWbDhQJ3+HiRK9Ajys4q52j5L92GKikTvW/DFVrlMfvLkM8dcwHNsix+9KMf8eu//uvrLv/sZz/LO++8s+Vt/vRP/5TXX3+d/+V/+V/4t//231JXV8fP/dzP8c/+2T878eJAV1dXJKCdpBHO7Rxox7mBE2p3oFWbgVaNA22/RcXKEU7P81A3jJGFAtppcaBtxIxp3DrfyqWeRp5OrjE6m2EpXeKvH8zS1hjnWn8zrQ3l554wda70NXG5tzziObmQiazxPjCzlGdmKU9dXGews4G7l9q46Xg8n9lbTpqmGbiOtacctGoC748L+hEIaLWOcFaTfwagaeJ9ult7atjAqe+DA2034gmfO68XufO6WL+2Bc8emQzdjzN8L87D9+Pksxo/fCfJD98R3yNm3OParVLkUrt8o4Rpyr07iUQiOUl4vo/l+FDFboQejFdVNi9G7XZnpGkxGt3c4+0dz8cpOuR2WOEKiOZEMxTa1Kj9E4TYZrs+JculaLtYtrsnsa3WWyjRX2VHlev5uJZLrUpTpfCmV4ycrhdwRYmAGxQJuFWMLNfynKLn8xI5aUrFGGG0DH7ZkQbl95jl7M+sbCR6ByKcsuHBhQAoWivDcPvj3Ax7WohcrMG4t6qUnYyad8xLBBYXF3Fdl46OjnWXd3R0MDs7u+VtXrx4wbe//W3i8Th/8id/wuLiIl/84hdZXl7m//g//o8tb1MqldaJO+l0upbFPDQ6Ozu5f/8+cLKcQts50A4iLH8/OYoRzoNqJa28P8uyNgll4QjnSdqu9kI8pnP7QiikrTI6l2Fxrci335/hXFOca33NtFQIaZUjnrfOtzCzlGdiPsPCWln8yRUdhkaXGR5bpqetjvOdDVzta2R8LsuL6TRFu7odEVXT9ySgVQbenwwBTWxj9mE60Goc4axWkKzagWaHDrTDP1lgxOD6KyWuv1KCX1vDdWDkWYzh+3Ee3Ivz8H6cTFrj/g8T3P+heG10w+fy9RK37oqRz2u3iiSScndNIpGcbvbD8XJSEKOBu++faKpo9AtH3c6io+1l8BHTC7u1KOqaQkzXaEgakavN0NVIjPJ9IdpYthDaSpZL0dqb2BYu11429nBkrnKUca/Cm66td7yJ5ynu2PWDMVM/GL/1dhbd9vp81t2HD24NyrGuKui6iq6qaFp5JFSIYOJ+vECkDbP6HDd07YW/D0TvfWI7EdA/I8KbokDQQfJSn0+VBRobyRcOaT61gj0NiWwcofF9f9uxGs/zUBSFf/fv/h2NjY2AGAP923/7b/O//q//65YCwW/91m/xG7/xG3tZtEOlskjgJDmFzooDrdoRzp3GKQ9qnei6jqZpuK5LsVjctP2c1hHO7UiYOq9cbONSbxNPJ1YZC3LPFlZnaG9OcK2vmeb69a+Brqn0tafoa0+RLzlMzGcYn8uQLwVDAj5MLuSYXMiRShhc6Grgk3d7mF8t8HRylcwuH7h7beKsDLzfzTF1HDi0DLRi+f4PyoGmVpQI7PS95Dj7l4H2smg6XLpmcemaxc/9ahrPg4lRo9z0eS/OypLOw/fiPHwvDr8HquZz8YoVlBIUuPFKiVTDCU0qlkgkkm047QeXe8H1hAOmGjQ1zApShMAmixGqRgiaDvmtk1YiNFUJRgc1GupixHRVBLXrwv2lKgquJ4Qay/Yo2S4l++XEtkr2IsKIXKng9pSFt7KIuzfhTVUVVMqjk77vRy4t1z14J6Xj+Tg1CIcxQ8U0NOqTGjFdvGZG5NpTUdVy5lZ0/4HgJv7d/H83+H/40tYqAp42/Conddc7zMo5h26V7sjDpiYBra2tDU3TNrnN5ufnN7nSQrq6uujp6YnEM4Dr16/j+z6Tk5Ncvnx5023+yT/5J3zpS1+Kfk6n0/T19dWyqIdCd3c3LS0tNDU1bRrBO86cVAdarRlox3mEE4TomsvlthTuTluJQLUkTZ07l9q41NvIk4lVJuazUWFAZ3OSq/1NNKU2i5lJU+dqXzNXeptYzpQYm00ztZiLvsCyBZv3XizxYGSZ3nN1vHblHI7r8XBsheXM1ntHZQGttjMblQH26gkoETiSDLRSYUeBayO1OtDwfXzPRdlm/YcjnAeRgfayqCoMXLAZuGDzN34pg+/D7JTOg3vxqJhgfsbg6UOTpw9N/uP/1Yii+AxcsMrFBHdKNLcefO6ERCKRnAY0tezmOk3Huq5HEM6/+5M6S26//SR0xZRsj1wVu1Fhllk8plWMWaoi941QdKIis82lZHtRFly1hM6nkMpW070G7wu3m9hSthbeaiMalQxsdFF+ViBAHbTga9lC1KRKB1NMV4gZGqauYcZ04oaGmdTEZUGjpRn8X1PLwulOgpvjehXC3MbrlC8/TZ9LW7GTw2wrFKVc5uLFDr+Fq6aju1gsxgc+8AHeeustfvEXfzG6/K233uLnf/7nt7zNxz72Mf7Df/gPZLNZUinRQPbkyRNUVaW3t3fL25imeWxdUJUYhsE/+kf/6KgXo2YqHVeVB7Fn1YF2FCOc4X3mcrktmzjPmgNtI3Vxg1cvn+Nyb5MQ0hayzK7kmV3J09WS5Gp/M411m8UPRVFobYjT2hDnlYseM0t5RufSLKfFtu35PuPzWcbns9QnDS51N/LKhRYejKywmF7/OoRup1odaF6FW+o4ttluJBzhPEgBzXXsdUKk73u4joVuVPe+Kq/Tnd/L69pTHXvb64cjntU+/lGiKNDV69DVm+UzP5sFYGFWY/i9eORSmxyLMfrcZPS5yVf/SJys6u6zuHk3KCa4W6S982Q3X0skEslBsdNBWzm8HRFCHrhqThun7xkdT0KRoNbMLgUwjA1lAoSik2jwdN1ye2ctzidVEUUXlaOGYUFB5Whw+Fi1LrcS/hXcfr3wVvuWVym6Eebm+Qc/wiyy1hyyOMAu1kTEpExMV4SoFtNF9l4wDhw3dUy9LLoZurrjMYMYOd1ahLOD/7s7CXXe+stPuiDn+2L7wfUp7jKOfRDUbI/40pe+xK/92q/x+uuv85GPfIR/9a/+FePj4/zDf/gPAeEem5qa4vd+7/cA+MIXvsA/+2f/jL/7d/8uv/Ebv8Hi4iL/0//0P/H3/t7fOxXiwEk4QN5IKBj5vo/jOBiGEAqOuwPtMAS0ja6Yg3agVT5GiO/7Z9aBtpFUwuC1K+e4HDjSJhdzzCznmVnO091ax9X+JhqSW78260Y8izbj8xlGZzNRC1Imb/Pus0VUVaHvXIorfU08mliJxLZQfHErBLRqztC6J6hAANaXCNTiCquF0H0WioquY+GUClULWNWuU0VRUHUDz7FxHQvD3Po7JnKgHYMRzr1wrtPlzc4cb342B8Dqssrwe8Kh9uBenLHnMaYnxJ+3/lN9cBubm4GYduNOke4+hxP49SWRSCSHyk6uCAXE6Fo4cgTr2v0kkv3CRzim9oKigKYoKOrmNlgQ//eqzP2qbLrUKkL2Rbi/h+uB47rYwf1FTrUaFZuwkTXKd6two4lG19rfX5UOusN4ewrBiiBaZudsXiiXPxh62ckWj2kkTV0IboYYNY2bGsZLnKQP3Yg7uuI2/N92xB/LcaPLxXildyazF2sW0H71V3+VpaUlfvM3f5OZmRlu3brFV7/6VQYGBgCYmZlhfHw8un4qleKtt97if/gf/gdef/11Wltb+ZVf+RX++T//5/v3LCQ1USkGWZYVCWinzYEWjnBWWyIAYNv2pvUDB7NOQnFsowPNcZxo2U+DyLwf1CdjfOBqO5f7LB6PrzK9lIv+9LTVcbWvifpthDSAZNzgWn8LV/uaWUoXGZ1JM72cF1/4ns/YXIaxuQz1CYPrA01ML+bQNmSgVYpnirL9vsBJFdBqdYXVQiigGWYSFOEAs60CcZqqun24TqvJlNP0WCCgbW/Jd51SdN3TQFOLx0c/meejnxTrOZtWefi+GTnUnj02WZg1+OaswTe/Xh/cxoncaTfvFOm/YHOCkggkEonkyPFhVyfRVmNqoZtkLweectRSUiu+D45QuPZ0+8ptrpZxTUNXRSacrqKpavA+AIJyglBwcwPBLRRnwmX292CTCsVs2Cy87cVBd5iE5Q9FyyXD7mOlYWOocLqp0Shp3NRIxnQScV2IbzHRNhuuF0VR0BTQVHH9lyV0AFYKbpbtUbQcSsG/lu1iOWUhLhxdPanZjHsK6PniF7/IF7/4xS1/92/+zb/ZdNm1a9d466239vJQkgNAURRisRiWZVEqlairqwOOvwOt1gy0ah1ooYAIYh1UPv+DdKCFotxGAS10n4Wvk6RMQzLGB6+1k85ZPJpYYWYpz9RijqnFXOQiSyW2F1kURaGtMUFbYwLH9ZhezPJ8Ok06L76oMgWbh2OraKpCMmGySllACz/cVWX9PsjGn71gPFA9IQKaqmqRa8uxigcjoBUDAS2eAB9KubWaSgvC16AaUVLTDGzKr8NWOCfcgbYbqQaPD36swAc/JtZxIa/wZMhkKCgleDJssrqs885fpnjnL0W0Qqre5cadYiSqXbhscQIi/CQSieRYU82YmqqUA7QhbAlky1HRag40leCvkz6mJTl8thJo97oZhWJJNRi6SjxWdlnp+nrBjSCf0PXEyKJlCzeU7Yj/l1s0qd3tBihquSxgo/B2WIRPNQzQ360gImwMtRxv17ILKOeGieKLwOmma8SC0dJQdKuLGyRiGppW3VlVIcgpaCp7FuTWtdpaDiXLo2A5FC2Hoi0ut2zxetuBO+4okbvHZ5RKAS3kJDnQqhk1q1ZAqxQUN+agHeQ62a79MxTU4vH4iRwRPgwa6mK8ca2D1WyJxxOrzC7nmVjIMrmQpa9dCGl18Z3FFl1T6e9ooL+jgXzR5sV0mrH5jGjR8XwsNzhT47toqgjjhbJYpirKuswFXVOCBp7AgXYCGjhDjFiCUiCgUde4+w1qZJ0DLdixsUu1CGi1ONDEdXZ2oIUlAsfzs26/SSR97nywyJ0Pis8Wq6Tw9FEsKiV49H6cbEbj+9+u4/vfFidU4gmPa7eDUoK7RS5fs4iZ8mhMIpFI9hvPBy/I89mJde2JOxxc+9FfO9+XFNkkG9nr5lC5Xe6FUGzLVhHoH7quRINmjHhMDUL8dXS1nOPmrRPbPGzHjYQ3q0LcCwWzWgndbuFUSjjCvVdqGXeNxnKV8gWh6LZdGUqYG+a4fhRnU9XjbBDdYrqGGdOIGxqJQHSLx7Qoy61ytLdaFEWJxlZ3migqPxfhdivZHotLKzU91n4gBbQzimmaZLPZdYLRcXegVQphruvuKoxVK6AB2wpoB7lOthvhDB1ocnxzd5pSJh+63sFKpsTjiRXmVgqMz2eZWMjS317Plb4mkubur38ybnDrQis3z7ewsFrgyeQq04H9xrYtXG/zWbnwbJcS/CKynYdizwlxoIEY4yzl0zW5wmqhUkDzPfGlbdfwWLWMxYZjme4O7alhBpp+Sh1ouxEzfW7eKXHzTolfZg3XgRdPY9HI5/B9Iajd+36Se99PAmDEPK7cKJcSXLtVIp6QR14SiURyWOy1PXG7+6pGLZEjo2VCEUFT14fte0GxxFnOvjtMITYcI60mPD4sSNA1BSMQ3ZJxk0RMjDrGdPFH1cB1Ea62QHCzKgQ3u+LncnYce3rildtPeD+1Cm/RWG75km2vq1B2uKrKevG8vP0KUWqT+3APohtsXO+iLCEWZLolYjpm8HNM19aN+lYrvCmKgqFrGLqG13D4eeFSQDujhILQSXSgQW0C2m4ZaLB9E+dBt3DC9g40KaBVT3O9yYdvdLKcKfJ4fJX51QJjcxnG5zMMdNRzpbeJRBVCmqIotDcnaW9OYi+1MT8mHGiww5neDeOcjlN2oJmGWtMXzlER5qDZB9TEGbrNDDOJH4xjOqXqH8tzqmvhhLJw6W4zwul7XuRoOy0ZaC+LpsPl6xaXr1v8wv8jjefB+AsjGvkcvh9ndVln6F6CoXsJ/sP/CZrmc/FqiRtBhtr12yVSDcd/W5dIJBJJ9ZxNOWhrhEC2s2ijawrxwEkTM4RTxzRUdFVDVcHxfEqWQ77kkC86lGwXx/WEgHFIz+MsERYk2A4UcGGXbLHQ2aVpqhB/gmyxhroYiZhGwtSJGZoYLUWJ8r/KIftelPcVCm524HgLjxf2IrIqCptaUsMygN3w2bkMZSNq4DpT1bAgJVqKYLzcj/7d7i43r/fqUFUFPSpTEO+d0O1mVIhtMV3DMMT/Xe/w9z2lgHZGCcWbk+RAqxTCHMfZVdQKs9KqdaDBZgHtIEXF7Vo4ZQPn3mmpj/ORm50spYs8Gl9hca3I6GyG8bksg531XO5tJB6r7mMvHrzmHU0mn3q1m4djK8yvFLb8sghz0Dy/IvBej0XiWTwmhLTjOipR2cR5EFQ60MI8s5ocaDUIXuF1vG1GOCuFNSmgbY2qwuAlm8FLNj/ztzL4PkxP6AwHgtrQvQQLczpPhuM8GY7zlX8PiuIzcNESpQRB02dTsxTUJBKJRHJ2cFyfrOuQLW5feKYqRMHvqURMuHJMEfieShrUmTqGoWJZLumcxXLWIpO3yBUtIci4W4/onVaU6C9gl1ywlyV0djmeS2n3adIIRQFdVdF1RbjaDJU606A5JVxvlc7F8LULm1BD4c2uFN6CbDcnyI/xfXD3WKqgBg3B4f347Lz9lEfKqxO+VFWJ8upCl1v4goVCn+uJ3LJdc908H8vzg3KW6koD87lMVdfbT6SAdkY5iQ40RVHQNA3Xdatq4qxlhHM7N9hRlAhIB9rL09oQ52O3ulhcK/BofIWldIkXM2lG5zKc76znck8TZqy6dlbLsmhImnzoeie+Lxo7n02tkavYOQpFNU1VKtxNBpqq4Ho+RUt8AcZ0BR+l6lDVw8KIiW3toEc4Y2YyErCcWjLQIlFy9/fybhloYYGAqhkosnayKhQFevodevqzfOZvZgGYn9Ujd9rQPZPpiRijz0xGn5n8lz8UOXq9A1Y08nnjTpFzHdWfhZRIJBKJ5DTi+QRCibej0AZlsc3QVUxDpyEpxLZ4TMPQVJG75fu4ro/tuOQtl1zBplC0sZyT1264FdWOG1eylWNru2yw/cD3wXY9bBcKpdr2dXRNiUYYY4YI8W8KfjY0NSoXCR8oPGHvBO2ldoXgFo6bVo6ZejU+aVGqAApKtO53Et3CJs2q7z94bbRorLRSdPNxfXA9D8/zcI7pbqMU0M4oJ9GBBkIMOwgB7ShGOKUD7eBpa0zwsVtxFteKPBxfYSVT4vl0mtHZDOe7GrjU07htY8xW24SiKAx2NjDY2UC+6DA8tszscj76onI9H9cWwo1hGNHl4Xef5fiAjwKYMa2q/IbD4CAdaL7vRW4zI55EscX63pMDrYoSgd1GOF1HvN9OawPnYdHe6dD+uSyf+pwQ1FaWNIbvh02fCcZfGEyOxZgci/Hnf9ogbtNlR6UEN+8U6ep1qDFnViKRSCSSM0Ol2JbbRWwLEYKMRlNCw9DEKF4UdB+5nlxKjodluVWNAZ409uLYirLCKoU3glHJHcYVX5Yw043S7iOmlSgKgcgmHG9xU6MhaWAYmgj+VxQUlUh8DLPOXF+4wWy70u3mBq6vsFQB9uL1UyvW23ZuwfC1qWWUNRTd1IrnpQYh1L69t+bPl0EKaGeUk+hAg/IYp1uFrXQ/MtAO0oG2W4mAFND2B0VRONeUoK0xzsJqgYfjq6xmSzybWmNkJs2F7gYudTcS2yCkGYYQYjZuEyHJuM7rV9vxfZ/pxRyPxlfJFu3IgYZqoCDOHNpu2XEWtnWG4lnC1Go+W7XfHGQGmmMVxbeloqDH4iiKcH25dgnPc1HV3d+fXvBerqaYYdcRzrBAQI5v7ivNrS4f+8k8H/tJ4TbMpFUevmdGY5/Pn5jMzxjMzxj85dfqg9s4kTvt5t0ifYM20hQokUgkJx9ZPnB0CEFG5KxVi6qAtq4gQYmaDp1d2mFPC1FWWI1bbtjGGQpvilJu9hRjmgeyuPg+wnVme+Rq3H1XFaUiT0ylLq6LBk1NXd/uSSi6igxhp6LZNCxWqNw+9ioyVkzobkml6LZx775wBGYEKaCdUTY60FzXjUSp4yyghW6yahxoxz0DTY5wHi5hQcC5pgRzK2K0cy1n8XRSCGkXuxu52N2AoQtBJ9wmbHu3wFGFnnMpes6lKFoO/9/3xHan6QY+ROJZOM4ZftEYgbAWimemoeK43oF90e6EHo1w7r+AZheD/LNYAkVR0QwTRVHxfQ/HKhKL1+16H7U40MLrbO9AE5drxvH9nDsN1Dd4vPHxAm98XJwQKOQVHj2IM3wvztD9OE+GTVaWdL79jRTf/kYquI3L9TvCnXbzbpHzlyyq6I2QSCQSyTGj2uPoykZAydHh+eA5Xg3+J4F8/cptnLUKbxvHTCPRORjR3KoVc7/wfJ+S7VKyaxefNLUsviVME0NT0bRgHBOijSIsWPC8YMTY9SLxzXLcddvMSdt85K7pGWWjA61SODruI5ywu4DmBbPTlbfZia0ENMdxovs4zBHOUECTDrSDQVEUOluSdDQnmF3O82h8lXTe4vHEKs+n01zqaeBCV+O2oupOxGM68WBz6z7XSLFip2KjVTkU1nRNCGth4YCuCgu5GPc8HIxohHP/M9CsigIBEOtfj8WxS3mcUmFXAc33PPyg9ao6B1ogoLnbOdCCEU7pQDtUEkmfV98o8OobYhuzSgpPH5o8CHLUHj8wyaQ1vv92Hd9/W2wT8YTH9dvlkc/L10vIyVuJRCI5Pewl30pydGx0FsrXb+/stRggRIF1o6YK7BrSvx+4no9rucEkTW2Sq2g21ahPxoTwVpGDVs6rC3LevHL5gO242K5/bDKkpYB2RtnoQAtFHE3Tqhp5PCqqFdAqRzz3KqAdtKhY+Rp4nocazC6FI5zSgXawKIpCV2sdnS1JZpbyPJpYIZO3eTQuhLS2hPhSqEVAg/J76epAGz29fTwaW+H5THrb64eONDHbH/wciG2mrlI6hC+LcITTcx0810HdR9uPvUFAA9DNBHYpX1UOWqUQVl0GmnivblsiEDnQpBJzlMRMP2rsBHAcePEkFjnUhu/HyWU13v1+kne/L7adWMzj8o0St14VY59Xb5aIJ+Seu0QikUgkh8Fu37gigF4JxhpFED2I0bujmLA4zqiIdRU60UJCASn8dzsC49u6n4874XhxobT7dTdi6CpJU0fXVHStLLzljepHlfcLKaCdUTY60E5C/hlUn4FWKbDtVUAL14mu65G4tZ9UOsxKpVIkmMkRzsNFURS62+roak2KLLOJVbIFm9F5IfyULAvH9dC16raByveSrqncutDKxZ5GhkeXmVzMbXs7z/cJjFbEdBXL8SLxLPy5qudD7V+iYSOl73nYVhEzkarxHranLKCVt2cjlqBAdY63MMtMUdWqWjNDB5q33QinLQW044iuw5UbFlduWPzCF9K4Loy/iAkxLRDV1lY0hu4lGLontiVN87l0rRRlqF27XSJVL/fQJRKJRCI5CqLsr3WXbEYBNE1BU4UYoqtqEHjv43iiYdJ1fRzv4JozjxoPKkLDtn+SoolVFEPounBtaapoB/B84QjzvHJeneuJFs7Ttt5sx9vSgZbP7f/0zG5IAe2MstGBdhIaOKF6B1r4e0VRqhK/dhLQDkpU1DQNXddxHGedgCZLBI6GMMusu62OyYUcD54J4cZ1HN764ThXepsZ7KxH20VI22q7SZg6H7jazoXuEg9GlljO7HzqxaoQzuygfQlAU2C3LNfw10oNmRRirDKBXczhWIWDEdDiZQdaKKbZpd0z18r5Z9V9NkUjnNuVCDhhicDxPllw1tE0OH/Z4vxli5/922l8H6bGjaiU4MG9OEvzOo+H4jweivMn/x4UxWfwkiUy1F4tcuOVIo3NUlCTSCQSieQ44VNunyztMgVo6CqGrmIaGjFNCG2+jxCKgmwtx/VxXSEcnbZWUdHE6mPtcuyrKKK4LB7TiRsacVMjpqvomipcgdH9+dhOOQNNFAK40XqU7I4U0M4oJ9WBVquAVo37DHYe4TzIdRKPx8lms5HrzPd96UA7YhRFoa89RXvTIN9/S1xWKFo8GF3m6dQaV3obGeisD87+rMfzvKh0YKvtprne5OO3u5hezDE0thwVCIQFAxsJhTNdE5U+TsV1dnOa1XrmyYjFAwFtf4sEthzhDEoLbCu/6+3LDZzVvZejFk7Xwfe9qPUzJMpAkw60E4WiQO+ATe+AzWd/LoPvw/ysHrnThu7FmZk0GHlqMvLU5D//YSMAvYNCUAtdam3tR9t4K5FIJBLJSUGJ/jq6ooDQeZQv7nzsp2kKCVPHNFRMQ0dVFPxwfNT1ogwt2/VwHO9EjDzWgu+X11W2sLMqqaoKpq5ixnTqEjrxWBzT0DANIbhVZpJVBv/bwb+WU77Msj2802Z32wUpoJ1RTrsDLRzxrDbPbaOgWPn/g1wnpmmSzWajx3IcJ1p26UA7WmJGOW/rel8DE8sWhZLL+yOhkNZEf0c9mlrOLagmNy90unW2JHk2nebp5GokntXFdQqWi7dBTCvnpImzS1bFF/9+VcXrUZHAPgtoReGorBTQotKCqhxoYp2qVeSfwfqiAddx0DcIZU44wilLBE40igIdXQ4dXVk+9fksAMuLWuRQG7ofZ/xFjMlR8efr/7EBgI5uW2Sv3RHlBJ3dzrq6dolEIpFIJIJqSgIqM7xEiP3RjA+6rk/OdcgVAbbPL1aAmKFgxgwRZB+k8fsEbZFOWRg6rbKQ5/kULJeC5bKa3fm6uqYIV1tMwzQ0EqZOU0rDjGnEDfGvrqooCtHUjGUHIluwHitFN9txKdkezgkOxZMC2hnlpDrQas1Aq9aBtlFQrPz/QTvQoJx7Fo5vKopy7MXM0074GliWRUdTjKuDHYzNZXgyuUrRcnnvxRJPp1aFkNZej6oq68o4dtv2NE3lal8TAx0pHo6tMD6fJVd0UBXoaE6QLzpkNpxBEjbuYLzTUF/6yz3MoHBcP3KFHYoDLRzhrCoDTbyXtSoaOAFUVYvy3DzHYmNtoytLBE4tLW0uH/90jo9/WmQNptdUHr4nBLXh+3FePIkxN20wN23wX79aH9zGicS0m3eK9J23paAmkUgkEkmVVNMmqShi2kJVFHw/yP31j0Zo84GS7VOydy8JMzQFQ1fRAlcWiGkhx/O3zeQ6bTiuT7Zg7+pqAxE9E4+F4pqOGdNImjrN9aZwuAWim6Gr+LDB0bb1v6HgZgfXOw5mNymgnVG2c6AddwHtMEc4D0NUDO97o4CWSCRQ5FHckWMYBpZlYVkWqqpwvquB/o56IaRNrFIoudx/vsTTyTWu9DVhIl7HWraZeEzn1cvnON/VwIORJZbSJeZWCpiGytW+RvJFl6nF7KZMB8suj3d6e8x8CDMoFAWSySTLVCdqVYvr2HhBhtl6B5r4fzUlAuUMtOoENBDuMscqbpmDFo1wygy0U09Do8eHPpHnQ58QIm4+p/D4QeBQuxfn6UOT5UWdt7+R4u1viNy/hiaXG6+UBbXBSxbHuJhaIpFIJJJjj++H0xQ776xqKlFESlRIsEsb5UFiuz626wI7GzcUBeFmUxUURcGHKNh/q4iW04oV5jbndxbbFES2nRnTiMc0EqHDLaZTFzdoCdxupqGha0p0TOz7Po7rr3O2LS0f/v68FNDOKOEBvm3beJ53KOOK+8FRCGgHuU5CB1r4WKGQJsc3jwexWIxcLhflmoE4g3ahq4GB9hSjcxmeTq6RLznce7aIm18C9ia6NqVMPnari5mlPEOjy+RLDo8n1mhKxXjjWgfZos3obJpsYf22H453KgpoirIuJ61afB88VWznqmfRmDRY2+XLrxpC95mqGescZLoZD35fwPf9HcXisIVTrdKBFj4eFKPxz0qiEgHpQDtzJOt8Xv1QgVc/JITbUknhyZAZjX0+emCSXtX47l/V8d2/qgtu43HtthDTbt4tcvFaCaP6TVEikUgkEkmVuJ4oB9gNTRU5XvhKNDLqef6RjVz6FRMiu6GpCqqqiAiWoAzhIDS2/Yp4OQh8ymJbZjexTRFiW0wXYls8ppE0DRKmENiS8cOXs6SAdkapFIVCh83Gy48j4QhntQJarRloW41wHnQGGmztQJMcPVttFyGapnKxu5GBjnpGZzM8nVxlsSBeR8tVmFzI0tNWV5OTUFEUutvq6GhJ8GI6zZPJVVazFt99OEdPWx0fvt5BvuQyOpthZjm3zsbs++AEF2xXSrATYS5ZPp9nLW+TSujUJwzmVwvsNaZgqwZO8Vhi+/Y9F8+1d8wjC11kqlb911V4fxsdaL7n4bnOuutIzi6m6XP7tSK3XxPvW9uGF4/NqJTg4Xtx8jmVH383yY+/K7bhmOlx9WaJG3eK3Hq1yJUbJcz4cd1FlUgkEolke46zyLITQmjb2dEWRJsFsQwKfjAyetTP1/X8qvbRxfIroAgnXq3Lvdv1VUW4/RQV8Hw8hMPL845+HVXi+2LqxrK3LkfI5zKHvkxSQDuj6LqOqqqR++ykZKDVWiJQqwMtdOSpqnqoI5zSgXY82UlAC9E1lUs9jQx21vOtd+Z5AaAa/OjJAk8mV7nW10xXa7ImIU1TVS73NtHXnuLR+Apjc1mmFnPMLOW51NPAq5fbuO22MDaXZWwuHbV5hoRfzIpSfWtSOQNNiLjZgkO24KCrCt0tcfKWy2p297yISuximH+2XhBWNR1VM/BcG7tU2FHMCkdAq81Aq7yut0FAC91nIDPQJJsxDLh6q8TVWyV+6b9dw3Vh9FlMONTuixy19KrG+z9O8P6PE/zBvwZd97l0vRQ1fV5/pUiy7jjtekokEolEsjU7fVtV5paF13Xdg3FLHQQ+wT5wNU0IxxCx/Aen+Hk+eK637XSqoiDGKIMMOHEbPxhNFc2mjnd0WXZHiRTQzjCmaVIoFE6UAy0UxPa7RKDyedu2jWmahyKgbVciIB1oxwMjmNXaSUAL0TWV5jrheGysT2JoKpm8zQ8ez9OQjHGtv4nOltqEtHhM5+6lc5zvbODByDKL6SJPJtcYm8tyY6CZK72NXOltZG6lwOhsmrmV9ZlitXyhhS2c9oYSAcfzmV4W99uYNEjEdZbWitju7ne+VYFAiGEmKOVtIdjVNW57H2EGWrUtnFAW0CoFMyg3cKqagaKoVd+f5GyiaXDxqsXFqxZ/81fS+D5MjhkMBy2fQ/fiLC3oPHo/zqP34/zR74Oq+gxesrj1qhDUbrxSpKHp9IcMSyQSieR0sVtumRI0w+uagq6qaJqCgoLne9iOj+Wc7KbF40rorIsEwgPC96FouRSt7Y+5DV2lzjRIBAUBhq6iquC5UHJcSsHtLcfFcf0jHbPdT6SAdoaJxWIUCoVT6UCrVUDTdV2EPvo+lmVhmuahiIoyA+14U+lMrIbwdWxtSvGZ13t5Pp3m+fQa6bzF9x/N01gX41p/Mx3NtZVENKZMPnqrk5nlPMOjy+SKDu8+W+TFTJpb51vobEnS2ZIkX7QZncswPpehZNe20xIKaK5dwvc8FHWzwLSWt6NstLbGOEXL2ZTJVslOApoeS1DKp7FLOxcJ1NrCCaBuM8LpOkGBgHSfSfaAokDfoE3foM1P/0IG34e5aZ3h9+IMvStEtdkpgxdPTF48MfnTPxDCcP95ixtBhtrNu0Va2nY+ASSRSCQSyXHH9wmaKGE7G1NMV6P8KvGvItxMCjiOT9FyKdkuRcuJMn0lO1OtcKYoYkzT9zmw0VXx+lukd1iGREwnlYiRMDUSpk4ipqFrKqqq4PlQtBzyBZtcyaFYKottx7l8QQpoZ5jKJs6T4kCrNQOtWgFNURRisRilUulQm0k3jnBKB9rxopoRzkoqiycMXeNafzMXuhp4Pr3G8+k0azmL7z2coyklhLT2puqFNEVR6G6to6M5ychMmscTK6zlLP76wSzdrUluDLZQFze4MdDCtb5mZpZzjM5kWEwXd79zQDdMwjQMxy5tGrvcyOJa0DhqqCRNnXTe2pSVtpsDDXZv/QxdZHtxoG0a4QwcaLrMP5PsA4oCnT0OnT1ZfvLzWQCWFrSolGDoXpyJ0RjjI+LP177SAEBnjy1KCV4V5QTtXQ6ydFkikUgkp40wKD7H1sdtmgKGoZJKGFETYzymYxjCzWY5HqVAZAuFtpLlVjUFcdbxfdhtNZVz4hQURRQx7Kdu5fuQLznkS9sftxu6SsLUScZ02hoNIbKZOklTx9BVFAWKJZdMwSZXtMmXHLEd2B624x3J/pMU0M4woThwEh1ou41whr+vtkQA2CSgHWYLZ+g8kw6040UtI5yV16t8H8UMjesDLVzobuTZ1BojM2lRDDA8R3O9ybX+Zs41xqsW0jRV4VJPI33nUjyaWGF0NsP0Up7Z5TwXuhu50tuEoav0tKXoaUuRyVuMzgpX2k4NnYqiosdMHKuIYxV2FdBCSrZHKRCmUnEdx/Mju/duDjQAZzcHmlu7A227Ec6yA+14f85JTi6t51w+8VM5PvFTOQDWVlQevlce+Rx9FmN2ymB2yuAbX60Xt2l3hKB2p8iNu0V6B2wpqEkkEonk1OP64FoeRctila33tTVVIaarxE2dplSM+qRJfUJH1zVUFBzPw7JdsT9quRRtl6JlU7I8CiWbKssxzyTlnLidVbNQaFMVBUURY7r7NZ0budhy2x9rCUFNONhSCYNzjQmSgdBml7aPgTkopIB2hjmJDrSDGuGE9YJi5b+H4UCTGWjHk72OcG61zZiGxs3BFi51N/J0apWR2QwrmRLfGZqlpcHkWl8z55qqf93NmMadi21BPtoSC2tFnk2tMTGf4Xp/C/0dKRRFoT4Z4/aFVq4PNDO1mGNkRjjhtkKPxQMBrTrXWkjY+pktivedAsRjWjSeGdvRgbbzY0UZaDUJaFuPcIYZaLKBU3JYNDZ7fPjNPB9+U4jJuazCo/fjUTHBs4cmS/M6f/VWir96KyVu0+Ry/U6RW3eFoDZwwaKGc0ESiUQikZwaXM+nYLkULJeVDEB+03WEk02411JxnY7mJHVxg3hMxzRUVEW42Yq2u8nRli/a5Is2lrO/7qvTRKixef72mXghqgKqqkQNr/vhaiuUHAolByht+p1s4ZQcKifZgVatgFaLA61SUKz89zBKBGQG2vGkVgdaNe8jM6Zx63wrl3oaeTq5xuhshuV0iXeGZmlriHOtv5nWxupf/4a6GB+52cncSoEHI8vkijb3ni/yYjbN7fMttDUKoUrXVAY66hnoqGc1W2J0Ns3EfHbdl9p2RQK7EeYUhDspBcslX7Kj8cx4om7TbYzIgbZ5R6iScAxTq2GEMxz33ORACwU0mYEmOSLqUj4f+EiBD3xEvDdKRYUnwyYP3hWi2uMHJmurGt/9Vh3f/ZZ43yRTLjdeKYkctTtFLl4rUcO5IYlEIpFITjXCySYC61ezJSYXc5uuoypiXNA0NOriOnVxg7aGBHUd9cSD8VFNVbAdLxLYSpZL3nLIFW3SuRL5oovtenjS1bYtot1zd8VMrRgd9YMmz5MiYMpdsDPMVg604y6ghYLYfrdwwua8q8MY4ZQOtOPNfjrQNhKP6dy+EAppq4zNibyybz+Y4VxTnGt9zbQ0VCekKYpCZ0uS9qYEI7NpHo+vkg7y0bpaktwcbKEuURagmlImdy+d4+ZgKxMLWV5Mr5ErOmVRa5dcsu0IiwsSMY2Y4orTVYqCEoxM6qoSjZHqZnViXegiU7Xq38tRBpq7sURACmiS44UZ97n9WpHbr4n3gW3D80emyFC7H+fhe3HyWY0fvpPkh+8kg9t4XL1Z4uZd0fR55WYJ0zwhe50SiUQikRwBnh/Gjnik8zaweV9XATRNwTQ0TEMjGRdZXG31CQY76kmYBjFdjYrnHNejUHLIFm3SOZtM3iKTtyhaIghffjNvj1dlG4LIaANQUDgeQpsU0M4wlQ600zbCGQpsLyOgHaYDzbZtPM+TDrRjxsuUCFRLwtR55WIbl3qbeDqxyth8hoXVIgurM7Q3J7jW10xzfXXboKoqXOxupPdcisfjIh9tZjnP7EqeixX5aCGGrnKhq4HznfUsZ0qsjqVYmaXmEc6NFCyXpbUV8fwSSTpb6phfKazLYKtWrAtFsNoy0LZp4bTF66Prx/tEgeTsYhhw7XaJa7dL/K1fW8N1YPR5TGSovRtn+L04mTWN936U4L0fBe5Sw+fy9ZLIUbtb5NrtIomk3G2XSCQSiaQWfMBxfRzXIVd0WM5sHhmEspstpmvEYyKbKxk36G1LUV8XI2nqqGo5zNR2XDJ5m3TOYiVbJJO3KZQcLMc7cjFovwhz0qptCa2WsEX0YHpE94YU0M4woTCUzWbxgy39uDvQDiMDzbIsPM+LXEeH4UADIb5IB9rxolYB7WVE16Spc+dSG5d7G3k8scrEfJb5lQLzKwU6m5Nc7W+iKVXd/ZqGxisX2xjsamBoZJn51QLPptYYn89wvb+Z/o561IqUckVRaG2Ic7G/ndGnUGd4xAwVy967R90KRjMVPcFKpsSNwWZAYXw+QyZvo5uhgFbE9zwUVd10H77vRyUCtWWghSOc0oEmOdloOly8anHxqsXP/Uoaz4OJUYPh+3GG78V5cC/OypLOw/eEW+0P/y2oqs/5yxY37wpB7forRRoa5byJRCKRSCT7QaWbLVPYekpFQWQE67pKzFCJGzqJuE4qGaOrtY6GpEnC1IJQflHAVSg5ZPM2a7kS6ZxFruRgO+6+BfYfJLsJZ4oi4mQ0VRQRKIgIGNtxT5yIKAW0M0woDmQy5fC9MPPpuHKQGWiVYkmlYHKQoqKmaRiGgW3bZDIZvGCoXgpox4ODyEDbjWTc4NXL57jS28TjSSGkza4IF1lXS5Kr/c001lUnADUkw3y0PA9GlskWbO4/X2JkJs2t862bSgvq6kTmkobN5z7Yz/xKnieTa9uegduJygZOy/EYGl1BUxUudjdw92KSibk0QyL4AMcubtnUGYpnUGMG2jYtnLJEQHLSUVUYuGAzcMHm87+YwfdhdlpnOBj5HHo3ztyMwfPHJs8fm/zpH4h2qv4LligluCP+tLTtHIMgkUgkEolk7/iA4/k4QTZbmh2ENk3B0FRihnC0JU2drtY66pMG9UkD09BwXJ98EKafLVik8za5gk3BcijZ3r66vg4C3w8aN3e4TizIqNN1FV0LGj89MSor2jrFaOxRC25SQDvDhAf5oYAWi8VQKlwpx5FQEDvoEc5QCFFVtab72AumaWLbNqurq9FjHnch86xwkBlou1GXMHgtFNImVphcyDGznGdmOU93ax1X+5toSFYnBHU0JznXmGB0Ns2jiVXSeZt3hmbpbE5y83wLqSAfLRTQcrkciqLQ0VJHR0sdhZLD06lVxueyUWHAbkQCWrws0rmez5PJNZ5MrtHdkqQuWUcul6XB9Cmy2ZwdOcgUBUWtXgwPBTLPsfF9P/pcKzvQjrfTViKpFkWBrh6Hrp4sn/6ZLAALc5pwqAVNn5OjMcZfiD9f/eMGALp7bW4EDrWbd4u0d+78nSqRSCQSyWETNjmeZspjo6JpdG1z/wEgvu81VcHQNUxdJW7qNNeb9MZTQmSLafg+WLZHrmiTLYg/uaJNyXKxqwj2P2osx8NytrfbqYowGiRNUfpg6BqF7OFrF1JAO8NsdKAd9/FNKAtiB1kiUJkJdxjrJB6Pk81mWVlZiX4+7kLmWaGWEU7f9w+kzTaVMPjAlXau9Fo8nlhlajHH9JL409NWx9W+JuqrENJUVeFCmI82scrITJrZlTxzq3kudDVwpa+JVCoFCAGtkoSp88qFNm6db2VyIcuTiVVyxZ0PuCsdaAC6puBUfHlPL+fxVLHczUm4daOPqcVcNOIJFflnmlHTeyIc4fR9T4yHhuUjUQaadKBJTi/nOlze/GyONz8r3serKyoP34szdE+IaiNPY0xPGkxPGvzFf64PbuMIQS3IUevus5FfQxKJRCI5SnaTfMKvqeMvDb08vl/OZyuUgNzWxyaRoy1wc6USMdqbdOriOjFDxQc8D0qWQ6bgkC8KF1vRco+9i83ziYTBkHwus8MtDgYpoJ1hwoP8MHfruBcIwOFkoNm2fSgNnCHh6xA60OT45vGhFgHNcZxoBPcghNf6ZIzXrwoh7dHECjNLeaYWc0wt5ug9l+JqX1PkJNuJmKFx+0Irg531DI0uM7dS4Pl0mon5LL0tQmjK5XLrnFshqqLQ315Pf3s96bzF8Ogy8yuFLXdcNgpooXgW01Vcz8f1fIxYggLw/tNpFkopLvU28fFbXeRLDuPzWR49WxaPW0P+GYBaMe7pOhaqloj+DzIDTXK2aGr2+MibeT7ypnhPZjMqj943I0Ht2SOThTmdb309xbe+LkT0xmaXm3eKkag2cNFii5hCiUQikUiOjGOu9xwJ6xxtJRfY/hhGUxUxNhnTaKwzScQ0UTamgOf62EHLaKHkUrScE+FiOwykgHaG2SgOnSQH2kFnoB2Ek2g7wsbNtbW1dT9Ljp5wlLaaEc5Kke0ghdeGuhhvXOtgLVvi0cQqs8t5JheyTC1k6WtPcaWvibr47oJTfTLGh290Mh/ko2UKNs9mxPN0XZdSqbTjttgQ3N5xXZ5MrjEyk17nMLOLQpjfmG0WWrNNQyUWjHfaVgHb9Xk4tsLDsRU6W5Jc628i6Tfz8Dtg1rg+FUVB1Qw81w5cbAl8z4sy1WQGmuQsk6r3eP2jBV7/qHiPFgsKjx+YDAcutSdDJmsrGu98s453vinGuutSLtdfKYmRzztFLlwtccDpBhKJRCKRSA4Q1/MpWGJ0dCehTVWEo60xrmLoGjFdRVEUfN/HdnwsRzjYSi9RPnaSkLs/Z5iN4tBpcqDtJQMtXB+HPcIpHWjHl0pRdStHViWVrsXDGMFtTJl86HoHq9kSj8ZXmFspMD6fZWIhS397PVd6G0lWIaS1Nyf5ZFOCsdkMj8ZXIuHpr++P8sbtC7uOh+qaxo2BFm4MtDC7lGNobJlswdnkQNtIyfbQjGBbd4rrfje7nGd2OU9xdVo81/okP/3BfqYWsozMpncdHwUxxum5duQ6c5xyEYJ0oEkkZeIJnzsfLHLng+J9aFvw9KHJUND0+fD9OLmsxg/fSfLDd5LBbTyu3ipFI5+Xr5eImfLMtEQikUgkpw3P9ynZLiXbhR1qAMKmTUNXMYLGTd/3cYK2TdvxTkSj6G5IAe0Ms1EcOgkOtNBR5rrujoLGy4xwVjrQDkNUDF0+oYAmHWjHh/D1930f13V33J4O07VYSVPK5MM3OlnOFHk8vsr8aoGxuQzj8xkGOuq50ttEwtz5faAqCue7Gug5V8fwXyfJZtaYXVjlL+9Ncb6zgat9TcSM3d2cna11dLbWsbqW5d5fiC/YjQJaZSCsHhPbeqFQQFXB1FUKVvmbNV8QB/TposeTiRWu9DVxobuBtZzF6GyayYXctqUGmh7DLuWjIgI3aOBUNQNFkbNoEsl2GDG4cafEjTsl+DtruA6MPIsxdK+co5bNaNz/QYL7P0gEt/G4cqPEjUBQu3qzRCIpBTWJRCKRSM4KUdPmDkUAIZqqoGsKmhqMjAZtm84JGBOVAtoZ5iSPcAI7ChovK6AdhQMtzKKTAtrxobIN1bKsYymghbTUx/nIzU6W0kUeja+wuFZkdDbD+FyGgc4GLvc07iqkxXSNluZGspk1UjFRif1iJs3EQpZrfU0Mdjagqru76xxbCF+maXKlv5UX0+lINAv/1ZSKfLRSHs8jEs8MTcF2fbxA/FI1g5HZDCOzGZpTJtcHmrhzsY1XLrQxs5Tj6dQaaxvCVMMigUhAk/lnEsme0HS4dM3i0jWLn/9v0ngejI8YDN8TLZ/D9+OsLOkM3UswdC/Bf/g/QdV8Ll4RI5837hS58UqJVMMpOO0skUgkEskGFEWcjPZ94daS7E6Yhww77xuE61ZRhEDnef6RZ99JAe0Mc5JHOOFgBbSjcKCFyBHO44Oqqui6juM4WJZFMrn1OCIcvYAW0toQ52O3ulhcK/BofJWldJGRmTRjcxnOd9ZzqaeJeGx7N1ldncg86mrSGbzSyYORJTJ5m/dHlhmZzXBrsIX25sSOY6rpdBqA+vp6bp1v5eZgC6OzaR6MLhP0LOD6oJti27et9SOcYUhplFlWUQqwki3xztAcMUPlYlcjF7ob6DmXolByeDq1ysR8Fsf1o+KBUDgLHWi6cfxPFEgkxxlVhcGLNoMXbf7G38rg+zAzqUcjnw/uxVmYNXj6MM7Th3G+8v8DRfEZuGCta/psapGCmkQikUhOPr4P7g7CmaYqaJqCGuw7i5B/+R1YDbut26NACmhnmI3i0EkQ0CpLARzH2VasCDPQTkKJwMbHkALa8cIwjEhA24njIqCFtDUm+NitOItrwpG2nCnxfDrN6GyG810NXOppxNxiLDMU0HK5HO1NCT55t4fxuQwPx1fIFmy++3CO9qYEN8+30LBNPlomIyqlGxoaABHqf76rkfNdjUzOZ7j3fClq4QRwrMKW9xO6x7Zq4bRsj4fjKzyaCEoH+pp45UIbt8+3MruSZ3LYJAORi80NMtBkgYBEsr8oCnT3OXT3ZfnMz2YBmJ/VGb5fbvqcGo8x+txk9LnJV/+oEYCefisa+bx5p8i5Tvcon4ZEIpFIJAdC2W21GTXIDdN1FT0Q2TzPx3I8LNtlm5tJjhApoJ1hFEXBMIyoYfC4HPjvhKIoaJqG67o7Fgns1wjnUTjQ5Ajn8SIWi1EoFHZt4jxuAhqI98u5pgRtjXEWVoUjbSVb4tmUaM280N3Ape7GdflmlQIaCNv0YGcDPW0pnkyu8mJ6jfnVAgvvTjHYWc/V/uZNQlylA20jve319LbXMzqb5t4TsU4918F17GjsMsR1xe8rHWgb8X2YWcozs5SnLq5zta+JnnMp+jubWZweoS54ORxbjnBKJIdFe6dDe6fDJ39afI6sLqsM3xcjn0P34ow9jzE1Lv689Z+E0H6u047caTfuFOnucziEPhaJRCKRSI4MzxcN9dY2uWGaqhAzVGJB+6WqKviBwFayXWzXw3WPfqzxLCEFtDOOaZqRMHASHGggRLGDFNAcx6FYLGc4HTTSgXa8qRRWd+I4CmghiqLQ3pzkXFOC+ZUCD8dXWMtZPJ0MhLSuRi72NBDTtU0CWoihq9wcbGGwo56hsWVmlvKMzGaYXMhxta+J813lfLTQgbaVgBYy2NnAQEc9Q28bOI6NYxU2CWjeDg606LlRzlXLFR1+/HSR+8+XSBfFjkhrSuenPjrIf/rqM6aQDjSJ5ChoavH46KfyfPRTop03k1Z5+J4pRLV7CZ4/ibEwa/DNWYNvfr0+uI2zzqHWf8FGlf0fEolEIjlDuJ5PoeRSKG3t0jY0lbqERjymE9NF86Xn+9iOR9ESzZm240kn2z4iBbQzTqVodhwP/LeisolzO/YioFU+/1AAOIx1Ih1ox5taBbTjLEQrikJHS5L25gSzy3keTaySzlnCWTaT5lJ3A/GEyHnbKKCF1CUM3rjWweJagfdHlknnLB6MLjMym+bW+VY6mhNVCWjh8jQ01LO8vExzwie/4fdlB9r27+Nwf0AJ/vJ9sbORDWLVxmZWWEoXietCUBvsbqEhFWM1u/PrKZFIDo76Bo83Pl7gjY8XgBUKeYXHQ+WRzyfDJqvLOu/8ZYp3/jIFQKreFYUEgah24bLFDh8NEolEIpGcemzXwy54ZAtbG0t0TSFh6tTFdUxDQ9dU4XqzXQolh4LlYtmudLDVgNz1OONUCkTH+cC/klAU28mBtpcMNE3TUFUVz/MiAeAw1ol0oB1vwibOk+xA24iiKHS11tHZkmRmKc+jiRUyeZtHE6sUM0I4y2azO95HW2OCT97pZnw+y8OxFXJFh+89nONcY5yV1TWgnIG2E6lUiuXlZbqbDS5c6uVHTxZZSgv1qxoHWogf/SV2FkI3W75Q4J0Hs0xOLIplqq/jzTs95EsOj8aWmVjYWiiUSCSHRyLpc/eDRe5+ULz3rZLC04cmDwJB7fEDk2xG4/vfruP73xYu2XjC49pt4U67cbfIlesl5IS2RCKRSCRlRGGBQ6649XGzpikkTY24qROPCYENRNZwvmiTL4kxUUkZKaCdcU6iA203Ac3zPLyg6q8WBxqI9VEsFiPxQDrQJOF7ZLcMtFBgOynvIxBCWndbHV2tSaaXcjwaX6WUF8u/ls7ydHKV810N0ZfpVrcf6Kinu7WOp5OrPJ9eY2GtyPLKKgDxeN2uy5BKCXdJNpslYRp8/HYXy+kiP36yEDnQ1B0y0LbCcf1oVDMsIrAsIXA+n8mTeDjH9YFmXrvSzisXPZ5PrfF0chVXnn6TSI4FMdMXo5t3haDmOPDiSYyhewnhUnvPJJ/VuPf9JPe+L1yzRszjyo1SNPJ59VaJeEK+qSUSiUQi2Q7X9cm5LrltRkRVBRIxDTOmYeoauq4CPqUKge2sIQW0M85pdKBVjnbWKqCZpkmxWDzUcbyNgpl0oB0vTkMG2m4oikJPW4ru1jpGphI8fAc81+bBiwWeT69xqaeJwc76bYU0Q1e5MdjCQGc9D14scq8kDnrfHc3gGGuc72pAU7dOA68U0EJaGuJ8+gO9DL0jxjo3ZqNVQ+haCwU0LygRUPUYM8t5ZpbzpBIGV3sbudLXxJW+JqYWsjwcXyVf2t7dKpFIDh9dhys3LK7csPjFL6zhujD+IsbQ/TjD90Q5wdqKFghs4jtU03wuXi1xIxDUrr9SIlUvz6JLJBKJRFItng8Fy6VgbS2UKQroqoJpaBiGiq4q+AQOtpKDcwrPTksB7YxTebB/Ug78w7HM7QS0ysv34kCr5LBLBFRVjUYGJceD0zjCuR2KonC+pyVqutUVh5KtMzS6zLOpNS73NjLYWY+2TZJ3XdzgRl+Kr+GDoqDoJkOjy4zOprkx2EJXSxJlQ63eVgJauCy+J97Lg93NLBepKZ8hFN3CMVDHEa+PbpRfn2zB5kdPF7n3fIn+jnqu9jXR217PcqbIgxfLrGRLNTyiRCI5LDQNzl+2OH/Z4mf/dhrfh+kJg6FATBt6N87ivM6T4ThPhuN85d+DovgMXrKikc8bd4o0NUtBTSKRSCSSveL7YLs+tutAcevraKoQ2TRdDTLYfEolF/uEimtSQDvjnOQRzu1KBEIBTVEU1Boru45CQAtFM9u2SSQSmwQGydFS7QjnaRDQQLxv6urqSKfT3B2sx4s18mRCuLIejAgh7UpvE/0d9Vu6ytLpNAD1qRSvXW5nOMhH+8Gjedoa4tw630JjqryOthPQoLxOrw2co66+iQcjS0wvbawa2BotcqAJ4dMNHGhaRUhS2ODpej4jM2lGZtK01JtcH2jmE690UbQc3n+xzMxydY8pkUiOBkWBnn6bnn6bz/6cyDCdn9WjUoKheybTEzFGnpqMPDX5z3/YCEDvgMXNu+Vigrb2szeKIpFIJBLJQeJ6Yl8bxwU2f88qgKqCpiooCvi+guXsfoIrvN1hIwW0M06lYHRaRjj30sAZsnEdHNY6icfj2LYt88+OIWfJgRaSSqVIp9MUCnmu9PXSdy7F+HyGJxOrFCyX914s8XRylSt9TfS316NWCGlhAUdDQwP9HfV0t4l8tGfTaRbTRb55f5qBjhTX+puJx/RtBTTf99eNUidMnQ9e62AlU+L+80XWcutfDyVo4AzZmIEWCmmaXn59tjrvtZwp8dcPZjENlYs9jXzgyjk83+fR+Cqjs2lZAy6RnBDaOx3aP5flU58Tny0rS1pZULsfZ+x5jMkx8efr/1EUnnR02dHI5827RTp7HOQ5LYlEIpFIDg5xMjsQ2aJL1qMAigqKT5RZ7APeERjJpYB2xjmJI5zVCmi1NHCGHIUDLXycTCYj88+OIdVmoIW/PylC9E7U1Ynw/1DUUlWFwc4G+trrGZ/L8GRSCGn3ny/xdHKNK31N9LWnUBWl7ECrrwdA11SuD7Qw0FHP8NgKU4s5xuayTC7kuNLXRDKZXPdYIY7j4AeKWOX7sLne5M073Uwt5ngwskTJFt+coXhmaCq260UZaJ5r43kunht8Lmyo6dNUpeILu0zJ9hgeXeHh2ApdLXVcH2ji1vkWRmbSPJlco2RLp4pEcpJobnX5+KdzfPzTonk3k1Z5+F5cjH3ei/PiSYy5GYO5GYO//DPx+dXS5kQjnzfvFOkdtI/kbLdEIpFIJGcZH/CPSeqCFNDOOOHBvqZpexKcjoJqSwT2w4F2WHlkofNMOtCOH2dthBPKAloul1t3uaYqnO9qoL8jxehshqeTa+RLDveeLfJ0cpWrfU2bBLSQZNzg9avtnO8q8mBkidWsxcOxFXTfih7L87xo7LpSsNz4vlQUhd5zKTpbkjyfWuPJ5GrkDLNdD1WBVLL8XrKL5eexsZAgFM/iMQ3b9XA35DH4Pkwv5ZheylGfMLja18RPf7CP+dUCD0aWyRZ23i4kEsnxpL7B442P53nj42JEu5BXePR+nAeBS+3pQ5PlRZ23v5Hi7W8Ip2x9o8uNV4rR2Of5Sxaa3JOWSCQSieTMIL/2zzjhwf5Jcs2EQt9uGWgvK6CZpnloeWShcCYdaMePahxonudFvz/NAlqIpqpc7G5koKNeCGlTq+SKDj9+usjU2BywWUALaW2I8xOvdDO5kGV4bIVCUbxPfd9nZmGVno4WgHXjm9u9D3VN5Wp/M/0d9QyNLjG1KA6EPR9KjoKiqPi+h1UInHS6gaJsbR8pBu1CDUkDXVNZyZQ2GcgzBZsfPllAf77IQEc9n7jdRclyuf9iiaX0NsmpEonkRJBI+rz6oQKvfqgAQKmk8GTIDDLU4jx6YJJZ0/je23V87+264DYe128Lh9qtu0UuXishe4AkEolEIjm9SAHtjBOKAyfpoP+wMtAOU1QM1790oB0/qslAq/zdSXovbcduAlqIrqlc6hHNnCMzaZ5NrVHIC7FqctlhajFHd+vm5k1FUehrr6ertY5nU2sMxeI4VpG33x3hykWX6/3NNTn6EqbO61c7uNBd5P3nS6wG+WiqbuDaJTxbHBDr+u73lc4LR1lTKkZrQ5z5lQKZDS4zx/V5Pp3m+XSa1gaTGwMt1CUM3n++xPRybl0Wm0QiOZmYps/t14rcfk2I47YNLx6bDN0XDrXh90zyWY0ffy/Jj78nRtFjMY+rt0pRKcHVmyXMuPxAkEgkEonktCAFtDNO6Hg6ScJN6EA7aAHtMIWQ8HUI86Akx4dqRjhDsUfTtD1td8eNMNh/NwEtRNdULvc2MdjZwKPviHXhqiY/fDxPQ9Lgan8zXS2bhTRdU7nW30xzYwMLC0XsUoGJ+SzTizkadfHYtQjZLfVxfuJON5MLOYZGl9D0GK5dIp8VY6VGzKS/PcX8ap6itXOQwmrWYjVr0VRn8IEr51hOF5lYyOJsGPFcSpd4+/0ZTEPjUk8Dr1xs5enUKiMzmS2z1SQSycnEMODqrRJXb5X4pf92DdeFsRcxhu+JUoLhe3HWVjXe/3GC938svtN13efitRK3gpHPa7eL1KXk54JEIpFIJCeVk3+kJ3kpBgcHeeONN7h06dJRL0rVVJuB9rIlAofpQHvjjTfwPI9XX3310B5TUh3VjHBWjhueBjaWCFSLoasUC0L4ujLYyUJOIZ23+cGjeRrrYlzta6JzCyGtoaGehYV5LnSYuAmTlWyJkellABRVx/f9qsephbstRVdrksffi2MVMlhBBpqiGYzPZ2msizHQkWR2Ob+pzXMjqzmbHz1ZoCFp8OEbnZQsl/H5DHMrhXXXK9kuQ6MrDI+u0NWa5JN3ulhYK/F4YiUqOti8rEi3mkRyQtE0uHDZ4sJli5/95TS+D5NjRiSoDd2Ls7Sg8/hBnMcP4vzR74Oq+gxesrgZlBLcuFOkoemYpCJLJBKJRCLZFSmgnXE0TePzn//8US9GTYQC2kFkoB1VK+m5c+f4m3/zbx7a40mqpxoB7TTln0H1I5wbKZVK0bq4e7UXVI3nU2meT6+xlrP4/qN5mlIxrvU1096ciESx0PHmOyU+8UoXU4s5vrU4BkDRUfj2+zPcOt9Kc33161fXVJoa6lhdXkBxRDZa2MC5lrNYy1m0Nca5e6mN6cUs86s7Z5il8zbffn+GpKlx51Ibdy+1MTGfZWwuQ65YFvN9YHopz/RSnvqEwSsXWlEUheGxlU2FA1FzqK5iO/IgWiI5ySgK9A3a9A3a/PQvZPB9mJ/RIzFt6F6c2SmDF09MXjwx+U//dyMA/eetaOTzxp0iredkw69EIpFIJMcVKaBJThyHlYF2WsQQycsRZqBVM8J5WraZUEDL5/PrmjF3I5PJAGI9hO+l6wPNXOxu4NnUGi9m0qxmLb77cI7mlMm1/ibONSUiAS2bzUYNm5e7Uzy7J1ozlzMl/uq9aXrPpbgx0EzCrO69Hb4ejiUEtOSGko7FtSKLa0U6W5J89GYnY3MZphZ3Fg3zJZfvDM0R0xVunW/lJ1/tYS1nMz6fYXI+i1Mxtpkp2Pzg8QKaqjDYUc8rF1t5NL7Ccrq07j5D8czQVTzXw5WuNInkxKMo0NHt0NGd5Sc/L9y8y4taVEowdD/O+IsY4yPiz9e+0gBAZ48t3GmBS62j2+GQ+owkEolEIpHsghTQJCeOw8pAOy3jeJKXo5YRztMioFVm8eXz+Ujg2o10WmSNbWzgjBkaNwZbuNjdyLOpNUZm06xkS3xneI6WehM0sd4qR0YdW6zvnvZG+s6lmFjIMrmQZWYpx+WeRi72NKJrOwt74esRCnvne1q5drmN4bGVqHUTYHY5z+xynr72FJ+8083IbJrx+eyO45WW4/Pjp4vcf77I1b5mbg62cOt8C7PLeUbnMixWONpcz+f5TJrnM2la6mO8cfUck4s5ppfy6+4zFNI0VSFuqORK0okikZwmWtpcPv7pHB//tBDq06sqw+/FI1Ft5GmM2SmD2SmDb3xVfI62nnO4cUe0fN64W6R3wJaCmkQikUgkR8SeBLQvf/nL/It/8S+YmZnh5s2b/PZv/zaf+MQndr3dX//1X/Pmm29y69Yt7t27t5eHlkh2HeE8iRlokuNLuB24rovrultuV6dNQFNVlWQyST6fJ5fLVS2ghUJVQ0PDlr83Yxo3z7dwsaeBp5NrjM5mWM6UWFkW7r6V1bXouqFgmUzEee3KOc53NfBgZInlTIlHE6uMzmW4MdBC77m6bfPRwtfDD5SwRCKxrv3z6dQaXoVjbGI+y9RClsHOBj7zWi/PZtKMzqTZqQvA9WB4bIXhsRX6O+q42ttMT1uKQslhYj7D6GyGQoVYt5yx+P7jBUxD5VpfEyXHYWwui+dV3qcfiWcNSYN8ydlUXiCRSE4+DU0eH/6JPB/+CSGm53MKD9+LM/yeENSePTRZWtB5+y9SvP0XqeA2rhj5DMY+By5a7GF3RyKRSCQSyR6oWUD7gz/4A/7xP/7HfPnLX+ZjH/sYv/u7v8vnP/95hoeH6e/v3/Z2a2tr/J2/83f49Kc/zdzc3EsttORsI0c4JYdJ5TZh2/aZENBA5JLl83my2SwdHR1V3WY7B9pG4jGd2xdaudTTyNOpNXIrYrRyaSXNOw9muNbfvKmYobne5OO3u5heyjE0ukKh5PDjpwuMzKS5daGFlvrNTcIbX4+wbThs/+zvqGd4dDka21QAz4cXM2nG5jJc6mnks6/382x6lRfTOwtpAONzOcbncrTWx7g+2Mrl3iYu9zaxki0xOp1mcikXudpKtsejiVUUoKM5QX3SYHQ2i+2uz0JL54W4WJ/QcV2fvCVdaRLJaSVZ5/OBjxT4wEdESUmpqPBk2IxGPh8/MEmvanz3W3V891t1wW08rr9SjMY+L14tESQPSCQSiUQi2WdqVhj+5b/8l/z9v//3+Qf/4B8A8Nu//dt8/etf53d+53f4rd/6rW1v99/9d/8dX/jCF9A0ja985St7XmCJpFoB7WUdaKdJDJHsHU3TUFUVz/OwLCsSYSo5bS2csLcigdCBtpuAFpIwdV650EpL/AJPfwS2VWBhrcjC+zMszK0C69+HiqLQ05aisznJ8+k0TyZXWcmWePu9GXrb6rgx2LIuH23ja5XYkIGWNHVev9rOha4i748ssZoVrjdVES6wxxOrjMykudzbxE9/sI9nQSHCbkLaUsbi2+/PEDdUrg+00HsuxWtX27njecws5ngytUYmEMZ8YHalwOxKgYSp0XMuxdxyYZ1rDSBTEJ9rpqESj2ms5bbP5JNIJKcDM+5z+7Uit18TI+G2Dc8fmQzfj/PgXpyH78XJ51R+9J0kP/qOGL2PmR5Xb5Uih9qVmyVMUzpYJRKJRCLZD2oS0CzL4kc/+hG//uu/vu7yz372s7zzzjvb3u5f/+t/zfPnz/n93/99/vk//+e7Pk6pVIoOSKHsapBI4GAz0CoP1k+TGCJ5OQzDWNcwuZHT6EA7DAEtpK1FtNF5jk1Pq8n0UolcXhwwzqyUWM2WaEqV162mqVzpa6K/I8XDsRXG57MiU2w5z6XuRi73iny07RxoG2lpiPMTr3QzsZBleHSFkh2MgasKluMxNLrM8+k1rvU389kP9vF0UhQibMxIUxCCWEjR9nj32SL3ni1yobuByz1N9LbX09teT6Hk8GxqlbG5LG6gyBVKLqOzWRQFzjXGKdlu5EALKdkeJdtDVaCpzmQtX8KVBZ4SyZnAMODa7RLXbpf4pf/nGq4Lo89iDN2PMxy41DJrGu//KMH7PxInDHTd5/L1UlRKcO12kWSdFNQkEolEItkLNSkMi4uLuK67aZyno6OD2dnZLW/z9OlTfv3Xf5233367akHjt37rt/iN3/iNWhZNcoaoNgNNjnBK9otYLEapVNq2iVMKaILwZMd2GWjbYZomuq7jOA4XOxJcHzjH7w0JVShnwbfuT9PZkuRafxONdeV1HI/pvHq5nI+2lC7xZHKV8fkM1weaN70eGx1olSiKQn97Pd2tdTydXOXZVDoStjRVoWi53Hu2SCphcL1fNIs+mVxjbDYTiWbhvxuFNB94Pp3m+XSac41xbgw205SKc/tCG7fOt7KYLjA0ssJaTgi0vg8La0JATMQ04obKygbHmefDclZsd411BvmSG5UQSCSSs4GmwcWrFhevWvzcr6TxPJgaMxgKmz7vxVle1Hn4fpyH78f5o38Lqupz4YolctTuFrn+SpGGRvnZIZFIJBJJNeypRGBjYLPv+1uGOLuuyxe+8AV+4zd+gytXrlR9///kn/wTvvSlL0U/p9Np+vr69rKoklPIQWagGRXBIadJDJG8HLs1cYaXn6Zt5jAdaIqikEqlWF1dJZvN0tfcTDx4K55rTuFRbsrsbk1ytb+ZhmRZ7G5KmXzsVhczS3mGRpfJlxzefbqIm12/7Ns50CrRNTF2OdBRz9DoCtNLOVzPR1XEcmYLNj94PE9TKsb1gRYu9TTyaHyFyYXyY+3k7VhYK/Kt+zMkTZ2rfU30tac415jkk3eTOI7Lk0nRUhqWBhQsl4LloiqQjOlkS5s/98JxzqSp4Xo+JVseDEskZxFVhb7zNn3nbT73Cxl8H2an9cidNnQvzty0wbNHJs8emfzpHwj3b/8FKxr5vHGnSEubzFqUSCQSiWQralIY2tra0DRtk9tsfn5+y5DpTCbDD3/4Q959913+0T/6RwB4nofv++i6zp//+Z/zkz/5k5tuZ5rmqToQlewvBymgaZqGpmm4ritHOCURuwlop9GBFjZvViugeZ5HNpsFaneghY+3uroaiXDhOr1xvp32rh4eT6wytZhjeinP9FKenrY6rvY1UR8IaYqi0N1WR0dLghdBPlp2w0fETg60jSTjBh+81s5Susj7L5aEO8z3MTQF14fVrMV3hmZpa4xzY6CFyz1NPBxfYXY5X9X950sO7z5b5P7zRQY66rnW30zM0Lgx2MKNwRZWM0Xuvyjnsnk+kXhm6Aq2s1mmywfNnYamoqlihFQikZxdFAW6ehy6erJ8+mfE5/PivMbw/XiUozY5GmP8hfjzZ38iPru7eu3IoXbzTpH2Lodtyo4lEolEIjlT1KQwxGIxPvCBD/DWW2/xi7/4i9Hlb731Fj//8z+/6foNDQ28//776y778pe/zH/9r/+VP/zDP+T8+fN7XGzJWWY3AS0c4dxLiQAIESSfz58qMUTycoTOxLMkoIUOtFAU241sNhu5kcPb1kIo2IWPF67rWCxGfTLG61fbudJr8XhihemlPFOLOaYWc/Seq+NqXzOphHiNNFXlcq9wdn3/fpFnFY/xYjbHlT4TQ1erXq7Whjhv3ulmYj7L8Fg5Hy0e0yjZLotrRf7qvWm6WpJcH2jmck8jw2MrLKWLVd2/58PIbIaR2QytDXFuDrbQXG/SVB/nzTs9eJ5o6xyZKbvSQvFMCWZFN0pptuthu2KUNGZo0TJLJBJJW7vLT3wmx098RpwcWV1RefhenKF34wy/F2fkaYyZSYOZSYNv/BfhJm5td4RD7U6Rm68W6em3paAmkUgkkjNJzRadL33pS/zar/0ar7/+Oh/5yEf4V//qXzE+Ps4//If/EBDjl1NTU/ze7/0eqqpy69atdbdvb28nHo9vulwiqZZQGNsuA+1lHGgAV65cYWxsjPb29r0toOTUETrQZAba9oTOsVQqhapWL1CFbBTQtlqnDXUxPnitg7VciUfjq8wu55lcyDG1kKO3PcXVvibqgtnPeEznzpUu/vKr4raqbvBsOsPEQp7rA830t6e2jB7YCkVR6O+op6u1jqdTqzyfSlMMWjJTCZ1swWFmOc/Mcp6+9hSvXmolV3QYHivnmlXDUlqIcQlT43JPE4Od9aiqyo2BFm4MtLCSKXL/2SJrYYPnLjngPkTiWUxXsWRGmkQi2UBTs8dH3szzkTeFezabUXn0wBRjn/fiPHtksjSv81dvpfirt8TndGOTG5US3LhbZOCCxR7PWUokEolEcqKoWWH41V/9VZaWlvjN3/xNZmZmuHXrFl/96lcZGBgAYGZmhvHx8X1fUIkk5CBHOAF+/ud/fttcP8nZ5KyPcFbzfggFtL2Mb1Y+3kYBbatR6sY6kw9d72A1W+LR+ApzKwUm5rNMLmTpb6/nSm8jybix7vWoSyapi+vkig73ni0yMpPm1vkW2hqrH+s0dCFmDXTUMxzko2ULDpqqkIzrZPI2E/NZphayDHY28OHrHSxlSjwcWyFX3Fp83YpCyeW9F0s8GF2mp62OW4PNxAyd5vo4n3y1F9f1GB5fYWw2ExUd7EYonumaEjnZJBKJZCOpeo/XP1Lg9Y8UACgWFB4PmQzdE2OfT4ZM1lY1vvPNOr7zTXGipS7lcv2VUjTyeeFqiT3ugkkkEolEcqzZ09fbF7/4Rb74xS9u+bt/82/+zY63/af/9J/yT//pP93Lw0okwMELaLC5KENytjmLAlroQHNdl1KptGsAf9jAWWuBQEilgOa6buQw3WmdNqVMPnyjk5WMENLmVwuMzWUYn88w0FHPpe6ymJeqS/KpV3sZmUnzeEI4w/76wSxdrUluDrZEzrVqqAvy0RbXCjwYWWYtZ5HJ28RjGjFdJZ23eTGTZmwuw8XuRj7xShezS3keTaxEzrVq8DyfifksE/NZmlIxbgy0cK4pgaap3D7fyu3zrcyv5Hl/ZIlsYevPw42E4pmqiPFRiUQi2Yl4wufO60XuvC7G0m0Lnj0yGbofZ/ieGPvMZTV++E6SH76TBMCMe1y7VYpcaldulIiZ8gNHIpFIJCcfeX5IcuI46Aw0iWQjYQbaWRrh1HUd0zQplUrkcrldBbS9NnCGVApolUJlNeu0ud7kIzc7WU4XeTS+wsJakdHZDONzGXTdwHFs4vE4mqpwqaeRvnMpHk2sMDqbYWYpz9xyngvdjVzpbaopH62tMcGbd7oZn8/ycEyIY0XLpbHOwPMgU7B5MrnK6Gyay71NfOpuN+PzOZ5OrtY8TrmatXhnaJaYoXKhq5HLPY2oqkJ7c5JPNycpWQ5DYytMLWSrEsakeCaRSPaCEYPrr5S4/koJfm0N14GRZzGGgqbPh/fjZNIa93+Y4P4PhcNXN3yu3ChFI5/XbhVJJOWHkEQikUhOHlJAk5w4KjPQthot2w8HmkRSyU4ONMdx8Dxv3fVOC3V1dZRKJbLZLK2trTte92VHOEPhLZvNRoKkrus15am1NMT56K0uFtcKPBpfZSldRNEMcGwsT6VoucRjGmZM487FNs53NvD+yBKLa0WeTa0xMZ/hen8L/R215aMNdNTT3VrHk8lVXkyvsZYTQuu5pjj5okOu6DA0uszz6TWu9TXzk68JJ9yzqbWqRzBDLNvj0fgKjydW6GhOcnOwmVQihhnTee3yOV691MbEQpZH4ysUSrI8QCKRHCyaDpeuWVy6ZvHz/00az4PxESNq+hy6F2dlSY9+5vdA1XwuXrGips/rrxSpb5AZjRKJRCI5/kiFQXLiqBTGXNfdJJRJAU2y3+zUwhmKPXA6BbTl5eWqigT2a4Qzl8vtmH9WDW2NCT52K87iWpEn34thl/IUHZW/+NEE57sauNTTiGloNNTF+OjNTuZWCjwYWRL5aM8XeTGb5tagGJesFkNXuTnYwmBnPUOjy8ws5VlYLaKrCt1tdSynixQtl3vPF0lNG1zvb+anXuvl6dQao7Ppmh1hvg+zy3lml/Ok4jpX+pvobRPCX397Pf3t9WTyFg9GlllYLWxq6pRIJJKDQFVh8KLN4EWbv/FLGfFZNaXz4J4Y+Ry6H2d+xuDpQ5OnD03+4//ViKL4DFywysUEd0o0t8oTABKJRCI5fkiFQXLikAKa5LDZqYWzUuzZS/vkcaaWJs6XdaCFj+V5Hqurq8DLjcQqisK5pgTNDXXkM6vUJRO4ns+zqTVGZtJc6G7gUncjMUOjsyVJe1OCkdk0j8dXSefEuGRni8hHSyVqy0d741oHi2sF3h9ZJp2zmF7MkTR1+ttTzC7nyRZsfvB4nsa6GDcGW7jQ1cDjyVUm5rN7eq7ZosOPnyxy/9kS/R0prvQ2EY/p1CdjfORmJ67n8WxyjRczadnEKZFIDhVFga5eh67eLJ/5WfEZtzCrMfxenAfvxnn4XpzJsRijz01Gn5t89Y8aAejus7h5txS51No7q8t5lEgkEonkIJEKg+TEUZlt5jjOpoNsmYEm2W92GuE8jflnIaGotby8vOt1X9aBpmkaiUSCQqHA0tISsD/rNMxuu9TXxpUbHTwaX2E1a/F0MhDSuhq52NNATNe42N1I77kUj8dFPtrscp65lTwXuxq50ld7Pton73QzNpfh4fgK+ZLD+HyW1sY49QmDifksazmL7wzN0tYY5/pAM5d7Gnk4vsLMUn5Pz9X1fEZmMozMZGipN7na1yRKB1SVq/3NXO1vZmGtwPDoMqvZrQsxJBKJ5KA51+nyZmeONz8rTs6sLqsMv1d2qI0+izE9If689Z/Ed8q5DidyqN28W6C7z0H2PUkkEonksJECmuTEoSgKmqbhuu6WRQLSgSbZb6oZ4TyNAlpHRwcA3/3ud3Fdl8985jPRuqikVCpF62avDjQQ4lulgLYfI7EtLS08f/6c1tZWOpqF02xupcCjcdHE+WRylRczaS51N3ChW4x2vnKxjcGuhmj88dn0GuMLGa73N9PfUY9aQz7aYGcDPW0pnkyu8nx6jaW1IstrRfraxbjlxHyGxbUib783Q2dLMhDSmhgeW2ZxrRjcjxjZrIXlTInvDM8RM1Qudjcy2FFPzNA415jgzTs9lCyHh+MrTC7kas5hk0gkkv2kqcXjo5/M89FPipMH2YzKo/dNUUxwL87zxyYLczrf+nqKb309FdzGidxpN+8U6b9gc8pM4BKJRLJvKCDjPPYJqTBITiS6rksBTXJo7DTCGQpHpy3/DOC1115jaWmJ733ve/zgBz9gZGSEX/qlX6Krq2vd9cLxTdM0X2o9pFIp5ufnI8fbfoiSP/VTP8XNmzfp7+8HhKjV2ZKkoznBzHKex+MrpPM2jyZWeT6T5mJ3Ixe6GmhIxvjIjQ7mVwo8GF0mW7C5/3yJkZk0N8+30r6HfLSBDpGPNrucZ3w+i6GrXOpppFBymVjIRplmfe0pXr3URq7oMDxWdoupqoLv+TXtAFm2x8OxFR6NrdDVmuRiTyPNKRMzpnP30jnuXGxjYj7Lk8lVcsXaR6TkDplEItlvUvUer3+0wOsfLQBQyCs8GTIZCkoJngybrC7rvPOXKd75y1RwG5cbd4qRqHbhsoUmdwMlEokE2H5fTVXE72o9UXuWkV8tkhNJOJ4pBTTJYXBWRzg1TeNzn/scly9f5itf+QqLi4v8b//b/8anPvUpPvrRj0aZby87vhkSFgns5whnLBZjYGBg0+WKotDdWkdXS5LppTyPxlfIFmweja/wYnqNSz2NnO9qoKMlybmmBKOzaR5NrJLO23xnaJbO5iQ3z9eWj5ZKGHzoegcLq6K0IJ23eTK5Riph8MrFVhZWCsws55mYzzK1kGWws4EPXetgOVvi4ZhYPgBdU3A9v6qdndC95gPTS3mml/LUxfVoXNXQVfo76unvqCdTsBgaWWZ+tVD1jlR4tb245CQSiaQaEkmfOx8scueDwpVrW/D0YVlQe/R+nGxG4/vfruP73xbRA/GEx7XbQSnB3SJXrpcwTt95LolEInkpthtCUBRxklQOKWxGKgySE0kojoV5Z5WEl0kBTbJfnFUBLeTixYv89//9f89//s//mYcPH/KNb3yDZ8+e8Yu/+Is0Nja+dIFASJi5Ft7fYbj6FEWhp62O7tYkU4s5Ho2vkivaDI+t8Gx6jcs9TQx21nMhzEebWGVkNs3sSp651TwXuhq40tdETK8+c/FcU4JP3u0R+WiBMPbe8yXamxN84Mo5xubEWOeLmTRjcxku9TTy8dtdzC7neTyxQqEkPuMMXcVxvR2Fq/B3qqrgBXtBuaLDey+WeDC6TN+5FOe7Gmisi1GfiPHhG524ns/TSfE8Lbu60oHocRS5syWRSA4WIwY37pS4cafEL/+dNVwHXjyNMfRuXGSp3ReC2r3vJ7n3/WRwG48rN0rRyOfVWyXiCflhJZFIJFsRnnzdiML6k7NnEakwSE4koTi20YHmeR6eJw74ZImAZL8Ic792auE8zQIaQDKZ5Jd/+Ze5d+8eX/va1xgbG+N3fud3+Jmf+Zl9c6BtvP1hjsUqikLvuRTdbXVMLWR5PCFGGodGl3k2tcbl3kYGO+u5faGVwU4xijm3UuD5dJqJ+SxX+5sZ7NxLPlodjydEDtv8SoGFlQLnuxo439nAk8lV1nKWEO1m0lzubeKTd3uikctQ3DINFdv18HbQukLxTFOVKPPM83zG5jKMzWVoSsW40NVAd1sdmqpyrb+Za/3NLKwW1o2R7oZXIaRV/iyRSCQHhabD5esWl69b/MIX0ngejL8wIofa8P04q8s6Q/cSDN0T4/ea5nPxaikqJrh+u0SqQbYUSyQSyU7sNO6pBLkep33XTwpokhPJdgJapSNNOtAk+8VZd6CFKIrCq6++ysDAAH/yJ3/C5OQkf/zHf0wiIQ5I9muEM+Qo1qmqKPS119PTlmJiIcuTiVXyJYcHI6GQ1sRARz0fvtHJ/EqeByPLZAo2779YYnQmza3zLbQ3J6t+PEPXuHW+lcHOhigf7cVMmomFLFf7mrhkaDyeWCVbsBkaXeb59BrX+pv59Gu9jEyneTa9RikQ0hIxDctxcXc4BnQrhDTfBy/YC1rNWvz46SLvvVhioKOewc4GUgmDc00J3mzqwbIdhsdWmVzIVlU6EF5FUcTIqe2c9t0piURyXFBVGLxkM3jJ5mf+Vgbfh+mJQEC7H2fo3TiL8zpPhuM8GY7zlX8PiuIzcNGKHGo37hZpapaCmkQikVTLtsJa+PtDW5KDRSoMkhPJdgJa5c9SQJPsF5UlAr7vo1S4jEIB7TSWCGxHS0sLf/fv/l3efvttvvWtb1EoiKDnlx3hPA4CWoiqKgx01NN3LsX4fIYnE6sULJf3XyzxbHKVK31N9LfX88lXexibzfBofIVMweY7w3N0NCe4OdhCfbL6bSLMR5sP8tEyeZsHI8ukEga3Bpsp2h6PxlcoWi73ni3ybMrgeiCkPZtaY2QmQ8ESJxDq4jpFy6lKSFMV0FThYANwXJ/n02meT6dpa4xzvquBzuYkMUPn7qU27lxsZXI+y+MqSwd8H2zHR1HANDSK1uaxe4lEIjlIFAV6+h16+jN89udERMD8rB6504bumUxPxBh9ZjL6zOS//GEjAL0DVlRKcONOkXMd8vNLIpFIauW0CGchUmGQnEjC8cyNGWihgKYoShRwLpG8LJXimG3b634OXWlnwYFWiaqqvPnmm1y8eJE//uM/ZmVlZVM7Z61sFNCOgyipqmLUsq+9nvG5DE8mhZB2//kSTybXuNonHGk95+p4Eoxizq0UmF+ZYrCrgWt9TcSM6sfJ28N8tECUyxZsvvtwno7mBB+63sHSWpEnk8KR9oPH8zSlYlwfaOFClxj5HJ/LRsJWfdIgX7R3FNI8H7zgCvHYeoFrca3I4loR09AY7KxnoKOehKnT11FPX0c9mbzF0Ogy8yuFXXeOfJ/ovutMnVyp9sbPl0G2hUokkkraOx3aP5flU5/LArCypDF8PywmSDD+wmByLMbkWIw//1Nxcqi9y47cabfuFunscahyal8ikUgkpwQpoElOJLs50KT7TLKfVG5PlmWtE3bO0gjnVvT29vLFL36RbDZLU1PTS93XcXKgbURTFc53NdDfkWJ0NsPTyTUKJYd7zxZ5GjjSbgy2rBvFHJlJMxmMYp7vbEBVqzvSUhXxWL3nyvlocysF5lcLnO9s4CfudDMxn+XZ1BqrWYvvDM3S1hjnxkALF7sbeTS+yvRSjkzeRlGgsS5GtmBFQtp2YlIocCVN4WALxzBLtsvjiVUeT6zS2ZJksLOe9qYE9cmgdMD1eDa9xvPpNLaz+8hTKJ7VmRoFyz2UnLTKttCzkM8hkUhqo7nV5WM/medjP5kHIJNWefieGTjU4jx/YjI/YzA/Y/CXX6sPbuNE7rSbd4v0DdrIc7cSiURyupEqg+REIgU0yWGiKAqGYWDb9qYctLMuoIF4v72seAYQj8fRNC1ylh4HB9pGNFXlYncjAx31QkibEqOM7z5d5MnEGtf6m3jjWjuLa0UejCyRDkYxR2cz3BxsoaM5sW4EeCfW5aONLDO7Us5Hu9bfzKc/0MuzyTVGZ9MsrhX5q/em6WpJcm2gmcu9jQyPrbCwWmAtZ6GpCi31MdZypR0daQD5QOBKmBqe50cZawCzy3lml/MkTZ3Bznr62+sxYxpX+5q52tfM4mqB94PnvRu5UijYaTiuh3UIOWlhPocCxAx13XOTSCSSkPoGjzc+XuCNj4uIgkJe4dGDOMP34gzdj/Nk2GRlSefb30jx7W+kgtu4XL8jMtRu3i1y/pKFJndHJRKJ5FQhP9YlJ5LdSgRkA6dkv4nFYti2vamJUwpo+4eiKKRSKdbW1oDjvU51TeVSj2jmHJlJ82xqjVzR5kdPFng8scq1/ibevNPN+HyWh8Eo5vceznGuKcGt8y001JqPdqNDlBaMLpPJry8tuNjdwOOJVcbns8ws55lZztPXnuLuxVbyJYfhsRVWMiWWMyV0TaGt0WQlU9xVSCsEApdpaBi6SrZQ3vbD+304vkJ3ax2DnfW0NsRpa0rwqVd7sWyRFze1lNs2VLZ8X4FgaqioChStgxe1fIjEszpTw3L9qtxzR4kcQ5VIjo5E0ufVNwq8+oYQ1KySwtOHJg+CHLVH75tk0hrff7uO779dB0A84XH9djFq+rx8vYRx/M4LSSQSiaQGpIAmOZHsloEmHWiS/SYWi5HL5aQD7YA5KQJaiK6pXO5tYrCzQQhp02tkCzY/fLxAfdIQTrFXe3k6tcbz6TUWVgt8890pBjrrudbfjFlLPlpzkk82JbYsLbh1vpWLPY08GlthZjnPxHyWqYX/P3v/HSV5ftf3/s/v91s5V3XOeabDzM7urEABBYQlAddgBOiCflcEX3R8hfG9ttnLwRb3mmNzzMEBjuUkYSOkazAIIRsEGFlGyGhBAaGwM7PTOVd3V1WHyjl+f398q6q7prtmumdndsK+H+eMtN2VPl2701316nfIMNrr4VsvdxPPFFkMxknnys25Zp1eC0fJ/D2DtGK5SrFcxWxScVpNJLOlZpCj67B3lGXvKIvbbma0181QtwuLWeP5y91c13W29tMsbccp3SOgKtUDLU0Fs6ZSeJWqwxqVcHaLit1qJp4p3jP0exROHklVeFVaX4UQZ7NYdWNj57MFACoV2FhuzFCzsXDLSi6j8dJfOXjpr4zNzBZLjUtzxWbb5+W5Ija7/EUWQogniaQM4okkLZzi1dZoJ5QA7eE6OQftcWzhbMdsUrk05GOsz8NGKMlaKEU6V+ZrSwd4nRZj2cBzAyxsxwlHc2xF0uweZpmu3+ai89EGupwsBxNsRhrz0XYZ7/Pw3FQnk/kyi9txjpIFNsIptvfTTA54efOVPvbjOZaCCXLFCvvxPA6rCa/TwkEi39zM2U65UiNRMdpBvU4L2UK5pQUynS/z8maMhe04A51Oxvo8+FxWxno9jPV6SGWLfGPl8J7tndUaVGu1+vOqUH4VWjsB8qUa+VIRkwodPju5QoV0/t6tqI/CyX9VEqYJ8eiZTHBprsiluSLf/78lqVYhuGFh/uZx22cyrnH7JTu3X7IDoGk6k9NFY4bacwVmrhZwuuQvsxBCPM4kZRBPpEYFmgRo4tViNpsBpIXzITsZoD2Jz6nZpHJ52M9Yv4f1vRQb4STJbIm/WjI2Zk4P+RnrdTO/FSeZLXF7K8ZmJMWVsY4LzUezmDSujncw2utmfivGfjzPeijFzoExH+0Nsz1EU0UWtmIksyWWdxJshlNMDfp427P97B5mWdmJkytWyBUruB1mPA4LkVjunkFataYTSxv/3Xd4rJQrtZZQrFrTCR5kCB5k8LksjPZ6GOh04nFaeftzg1QqxhbT87R3NsKzVzMkqtRgP260aXV6bdgtGuFYjkr18Xxj23heFIXHsnJOiNciTYOxqRJjUyW+5z0po1o3aDaq027auH3DRvTAxPK8jeV5G7//26AoOmNTpeZSgtlnCnj9j3druRBCvNZIyiCeSDIDTbzazqpA03W9+fGTGPY8jp70AK3BYtKYGfEz0e9hLZRkI5QikSnxl4v7+F1WZoZ95EtVloLGEoKvLu7T6bVxdawDj/P8lXeNTZgH8Rwvb8bI5Mvc2oiyGUlxdayDt13rJxzNNeewzW/FWA8lmR728x3XB9kMp1nbS5DOlUnnyvhdVlwOM+Fojsq9ejuBaMoI0vxuK5qicJQqtFyeyJS4sXbE7c0Yw90uRnrdeBwWnr/czfPAeijJcjBB+R6P9agqrI6Sxtdjt6iM9LhIZMpE7/gaHxcnwzOZlybE40VRYHCkzOBIme/8vjS6DgcRE/M3bM1QLbxrZmPFysaKlf/2KS8Ag6Ml5q4db/rs7K7e45GEEEI8TBKgiSeStHCKV9tZAdrJf36Sw57HSSNAU1X1qQjCLWaN2ZEAE/1e1vaSbIZTxDNF/nLxgIDbyrMTHcQyRdb3jE2af3Zjj9Ge+nw0y8Xmo73dazfmjdVnnX15PkJvwMHcaIC3PzfAzkGGpWCcQqnKjbUj1vbMzAz7ecf1QdZCKTbqZ4tninR5bThtJnaPzg7S7gxo4vWKNI/DgsNmIprMUz5RsVWp1tgIG4/R4bEx2uumv8PJRL+XiX4vR6k8N1aPyBZav6c/LvKlGuuhNIoCQ11OLCaN3aPMY7vFU8IzIR5vigI9fRV6+jJ8x3dnAIgdac0wbf6mjeCGhd0t48//+AMPAD39ZWP22jVjOUFvf4VzFi4LIYR4ACRlEE+kRkAmSwTEq+WsAK3Rvvm0hD2Pg0aAZrFYzt3O+CSwmjXmRhtBWoLNSJpYushXlw7o8Nh4bqqDcDRPKJplaz/N7lGGy0N+xvo8aOedj6YqjPd5GOx0Nls2I7Ec+/EcE31eLg35GOxyshlOs7qbIJMv87VlY0bb7GiAsV43q7tJtvfTHCYLHCahr8OB3ayxc5htqRLTTzxm7UR5WCpXIpUr4bCZ6PFbSWSLZPKtoVg0VSCaKnDbHGW4281Ir5tOj513PD9ErlDmxtoRh8nHt8pr5zALgMdhZqzXQyxd4DBRkNBKCPGKBDqrvOUdWd7yDuN7TCqpsnjruEJtY8XCfsjMfsjM//yMu36bSjNMm7tWYHC0jKo+yq9CCCGebpIyiCeSzEATr7azZqCdnH/2NIU9j5LP5wNaWzmfJjaLZmzM7PeyupdkO5JqBkqdXhvPjHewvZ8mmS0xvxVjK5JidjRAX8Bx/vlo5uP5aLc3Yxwk8qyFkgQP08wMG22lIz1u1kNJ1vaMGW1fmY/Q6bUZ1XIDXpaCcfaOsoSjORRgsNuFRVMJHmRagrRGeGbWlJaKs1yhQq5QwWxSGO52kS9WWkIxRYFiucbqXpLVvSTdfjtjvR56/HbedKWPUrnK0k6crUj6sZ3rlcqVSeUSqKrCULcTs0ll5yB7z22jQghxHh5vjde/Jcfr35IDIJdVWHrZ1lxMsLpoJXZk4i8+7+IvPm/8zHR7q8w+U2hu+hybKiG/3xNCiAdHUgbxRGpXgdb4WAI08aDdrQJN2jcfnJ6eHr73e7+X7u7uR32Uh8puNfHMeAdTA15WdhNs76c5ShY4Shbo8tq4NOhlez9DtlDha0sHdHpsXBkL4HWd/781t8PCG+d62Y/nuF2fj3ZzPcpmOM2VsQDTw37Gej2s7CbYihgtpH9+K0RfwMH0iJ+pAS+LwTj78Tw7BxlUVWG0x42mwlakNUhrhGc2i0ahdPx9uVwxFgqoCgx1G2/wQkfZ5qKCxuD7g3ieg3geu0VjpNfNSI+bZ8Y7mRsJsBVJsbSTPNdMtkehVtMJHhgVI267mdEeN4fJPPFM6R63FEKI83M4da6/Ic/1NxhLTopFhZV5q9HyecPG0m0r6aTGV//CyVf/wgmA3VFj5hmjOm3u2QIT00Xqvw8UQghxHyRlEE+ke81Ak3Y68aA1KtAkQHu4FEXh+vXrj/oYrxq71cS1ic56kJYkeNBonyzQ5bNht9jZPcpylCrwhZshRnpcTA/7sVnO/+O7x++gy2tnM5JiOZgglSs156NdGQ1wdbyDiX4PSzsJdg4yhGM5wrEcQ90unhnvIF+ssrAdI5YushFOYdJUxvs8gM5mON0SpDXCM6fNRKFUbQZlNR12Dow5PwOdTmwWjXA0R654/D1cVWguVljeSdAXcDDa62G838tYv5fQUZbF7XjLbR436XyZ9F4SRYG+gLFVNRLLPbIlCEKIp5fVqnP1eoGr143q3nIZ1petLNwwtnwuvWwjl1X55l86+OZfOgCwWGtcnisye63AlecKXJotYrXJNyghhDgvCdDEE0mWCIhXW6MCrV0LpxCvhMNm5tnJTqYGvSzXg6zDhPGmqMtrQ1EUDhJ5tvcz7B5muTTkY6Lfg3bOYTeqqjDR72Woy8VS0GiNjMRyHMRzjPd7uTTo4/pUF5MDXpa244RjOXYOMuwdZhjt9fAtl7tJZEssbsdJ5Uqs7CawmlWmBr1UajUjSDvRuthYBuB1WiiWqy1VaXtHRrVWj9/OcI+Lg3ieWLrYDJk0TaFa1QlFc4SiOZw2M6O9boa7XQx0OjlM5FneiRNLP74VXroO4ZhRJWIzq/jdVuLpIoXHdOmAEOLJZzbD9JUi01eK/MCPJKlWYXvd0tz0OX/TRjqp8fI37bz8TTuf/DiYTDqTM8Xmps+ZZwo4nBKoCSFEO5IyiCeSVKCJV5u0cIpXg9Nm5vpUF5cGfSzvxNk9zDZnh3V4rJQqNdK5MovbcbYjaeZGA/R1XGw+2jMTnYz2ebi9GeMwkWdtL8nOQZrpYT8jPW6+daaHWLrA4naco2SBjXCK7f00kwNevu1KLweJPEvBONlChYXtOA6riZlhP8VylY1wqiVIS2ZL9bPbqFRrzY8B9uN59uN5fE4LsyN+UrmS0d5ZbwfVVAVd18kWysxvxVjcjjPQ6WS0z82br/aTyJRY3U0QjuUe1NP/UBTKtWaY5nVaqNZqpxYrCCHEg6ZpMH6pxPilEt/7Qyl0HXa3zMzXWz7nb9iIHZlYetmoVvuv/xlUVWdsqtScoTb7TAGPT4J/IYRokABNPJEaAZls4RSvlrNaOBv/3AjXhHhQXHYzz1/q5tJgieWdBHtHWaIpI7D1uyzkihVyxQpfWz6gw2PlylgHvgvMR/M4LLxxtof9eJ7bmzGyhfp8tEiaq2MBOr12vu1KHweJPIvbMRKZUnOz59Sgj7dd62f3MMvyToJcscKtjShuh5lnxjrIFMqngrRoqoAC9Abs6LoRnjUksiUS2RIOq4npkQDlSpXgfppivVpLUcCsqZQqNXYOM+wcZvA4LYz1unluqovZcpW1PWN76OOuESCaNAWrxUQ2X77HLYQQ4sFQFBgaKzM0Vua73m0saNkPmZqB2sJNG5E9M+vLVtaXrfzhJ70ADI+VmK3PUJt7tkCgs3qPRxJCiKeXpAziidSuAk2WCIiHRVo4xaPgdlh43eVGkBYnFM01h9O7HWay+QrRVJEXb4YY6nYxM+zHbj3f9z9FUegNOOj2nZiPli3xpdsR+joczI0G6PbZ6fL2E47mWAzGyeSNarD1UJLpYT/fcX2A7Uia1d0k6VyZb6we4ndbuT7ZRSpXYi2UbAZpOhCJ5VEUYw6aSVPYPTxeKJArVljYimExqYz3ezCbVIL7GZLZUnOzpdWsUapUSWVL3FyPMr8VY7DLxVifh+lhHxuhFOuh5GM/c6xS1anUwzOLSZXNnUKIV52iQO9Ahd6BDH/tfzFmVEYPtWaYNn/Dxs6WheCm8eezn/YA0DdYPg7UrhXo7qsgi8iFEK8VkjKIJ5LMQBOvNmnhFI+Sx2nhW6Z7SGaLLAUTRGI50jkjgHFYTeSKFXYOMoSOskwNepns96JpF5uPNnhiPlo4mmM/djwfrb/TSW+Hg52DDEvBOIVSlRtrR6ztmZkZ9vOO5wdYC6XYCKWIp4t8dWmfLp+db53uJpYusrZ3IkjTjTloqqow0u3CatbY3k+Tr89JK1VqLAUTqAqM9XmYGvSyd5glHMtRLBvXsZhUUKBUrrEVSbMVSRNwWxntdfPO1w2zc5BmPZRqXv9x1gjPFAUUeOzDPyHE06ujq8pb35nlre80ZlUm4yqLt2zNKrWtNQvhXTPhXTOf/2O3cZvuirHl81qB2WcLDI6UJVATQjy1JGUQT6R7VaDJDDTxoEmAJh4HXqeV18/0kMgUWQrG2Y/nm1spG5VMS8EE2/tpZkcCDHQ6zz0fzWrWuDbRyVivh9ubUQ6Thfp8tAwzI36Gu12M9LgZ7HKyFU6zspsgky/zteUDfC4LMyMBxnrdrO4m2dpPc5jIc5jI09/h4I2zvRwm8y1BWq2msxlJo6kKo71u3A4LW5EUiXqFXU2H9VAKgMEuJ2+Y7eEwkWd7P90MnVRVwWExkS2UiaWLxNJFzCaV4W4Xb5zrJZExwrvMBVolFYxquVebrh8/rqIYHwshxKPk9dd4w9tyvOFtxqzJbEZh6eV6hdpNG2uLVqIHJv78cy7+/HMu4za+KjPXClx51gjURsZLyMtyIcTTQgI08USSGWji1daYgSYtnOJx4HNZecNsL/G0EaQdJPLNUElTFfLFKt9YOWQznOLKWAd+9wXmozktvHGutz4fLUq2UOHG2lH9voz5aBMDXoZ73KyHkqztJUlkSnxlPkKn18bMiJ+JAS9LQWMJQmOb5nC3izdf6SMSz7G2m6BcXxZQremsh1KYNIXxPi8zw3629o0quIbdwyy7h1m6fTZed6mbTKHMZjhFtlAhUzD+TrrsZsqVKsVyjfVQivVQii6vjelhH2CEcfF08Z5ffyO3UlWF2jnLwVTgQTZhSngmhHgcOV06z78xz/NvNOZYFgsKKwvW5lKC5dtWkgmNv3zRyV++6ATA4aoy+0zRaPu8VmBiuoi8TBdCPKnk25d4IkkLp3i1nVWBJksExKPmd1t541wvsVSBpWCcw2SBak1HAVAgli7y57dCDHa5mB25v/loG+EUyzsJkvX5aP0dDmZHAzhtZqaH/Yz1eVjZSbAVSXGULPAXt8L0BhzMjPiZGvCxGIwTieUIHmTYPcwy1ufmrdcGCEWzLUFapaqzspvArKlMDHi5POgjeJBhez/dnJN2kChwkCjgrW/uVBSFzXCKw2ShWWXmsJowaQqpXJnDZIHDZAGrWWOkx8VEn4edw0zLEoN2GuGZpiqYVChW2qdajfDMalabyw+EEOJpZ7XpXL1e4Op1Y1t0uQzrS/VA7aaNxVs2chmNr3/Zwde/7Kjfpsb0lSKz9RlqU7NFrFb5rYEQ4skgKYN4IkmAJl5tJwM0XddRFEUq0MRjI+Cx8aYrfRwl8ywFE0RThZY+xN3DDOFolskBL5MDXkwXmI82OeBlqNvF0nacrf00oWiOSCzPxICHqQEfVrPG1fEOJvo9LO0k2DnIEInliMRyDHW7uDoWYGrAy8J2nGiqwHooxVYkzeSAl7c/N8juYYbVE0FauVpjKRhnPZRkasDLX7s+yN5RlrW9ZHOmWTJb4mvLhzisJi4N+ZgdCbC1n2bnMNPS0uq2m0nnyxTLVVZ2kwD0BhxcHe8glsoTOsrds12zWtOp1kBVwGk3k8mV296mEZ7ZzCo1Xad0l9BNCCGeNmYzTF8tMn21yA/+aJJqBTbXLM2lBAs3baRTGje/bufm1+0AmMw6UzNFY47aswWmrxawO+R7pxDi8SQpg3giyQw08WprBGi6rlOtVjGZTBKgicdOp9fOm6/aOUzkWQrGiZ1oWazWdJZ3juejDXZdcD7aZCejfcZ8tKNkgdXdJMH9DLMjfoa6XThsZq5PdTE54GVx26g62znIsHeYYbTXw+suGZs5F7bjJLMllncSbIZTXBry8deeHyK4n24N0io1FrbrQdqgj792fYD9eJ7V3QSp+gKFXNFoLzVrKpMDHt7+rFHZthlOUShViaaLKECHx0q1qpPIlprhnsNqYmLAQ6lcY+/oeBtoOzWd5uIGv9tCLl+h2GZ7ZqERpFk0bGaNRLZ05vWEEOJppplgcrrE5HSJv/HDKWo12N0yN5cSzN+wEY+aWLxlVKv9l98EVdOZuFRqbvqceaaA2yOVvUKIx4MEaOKJdHIGWqMaCKQCTTw8jRloYFShSYAmHmddPjudXhuHyQJL23HimeMgrVCq8s3Vw+ZMs4DHdu779TotvGmul0gsx/xWjGyhwktrR2yEU1wd76DDY8PjsPD6mR5i6QKL23GOkgU2wim2942qszfN9XKYNC7LFsrc3oyxvpfk8rCfd7xuiO1Ia5BWLNe4vRljbS/JpUEfb32mn0SmxOpeotmKWa7WWAwmWN5JMNbn4c1X+ohnisZW0EyRaMr4+n1OC1aLRixVJFessLaXQlWgx+/AZFIJR7NU6o97t2UC8bQRiPlcFnTdqIg7S6FUpVCqYjNreF1moskCbTK3B+JRLUAQQojzUFUYHi8zPF7mu78/ja5DZM/E7Xp12sING/thM6uLVlYXrfzB73gBGJkoGVs+638CnY//hmUhxNNJUgbxRDoZkDWqgUACNPHwqKqKpmlUq1VKpRIOh0MCNPFYUxSFbp+dLq+Ng3pFWmPDJUA8U+QvXg4z0OlkdjSA4wLz0fo6nHT7HWyGUyzvGBVlX3w5TH+Hk7lRPw6bmYDb1gzLFrZiLVVnU4M+3vZsH6HDHEs7cfKlKjfWjljbMzMz7Oedrxti644grVCqcmsjyupekstDPr51podcocJ6KElwP01NP97cuR5KMdDp5LmpTsrVGhuhFKGjrFEJlgW7RaPb7ySTL5PMlgjHjIUFLrsZt91MPFOgULp30tV4Pu0WDbfDzFGywFmFbIVylUK8itWsMtDlIJYukM5VTl/xFTr50BKmCSEed4oCfYMV+gYzvPN7MgAc7mstLZ+72xa2140/n/k9DwD9g2Vjhlr9T3fvg/9+KoQQZ5GUQTyRTgZklUpFAjTxqrBYLOTz+eYmTgnQxJNAURR6/MZCgP24EaSdrJjaO8oSjuaYHPAyNXj++WhaYz5al4vFYJzt/TShaJZIPMdk//F9dfvsdF3rJxzNsRiMk8mXmd+KsR5KMj3s5zueG2B7P8PKboJMvszXlg/wuSzMjAR417cMsxlOtQRp+Xrb5upugstDfp4Z72BmxM9WOMVaKEW5XuK1d5Rl7yhLp9fG9LCfudEAm+EUW/tp8qUqe0dZTJrCQKcTXYf9eI5MvkwmX0ZTFTo8NgqlCtnC8RszRTl7Q2a+VCVfqmJSFbp8NuLpYnMr6knFco3t/QwmDaYGvOSLFXaPshf513luzW2iCmeGekII8Tjq6qnytndledu7jO+NibjarE67fcPG9rqF0K6Z0K6ZP/1v7vptKs2lBHPPFugfKnPOCQVCCHEhkjKIJ9LJGWeNuWcn/1kCNPEwNAK0UqlEpVJp/vcmAZp4EjQ2a/b47YRjOZaD8eYssZpubMDc3k8zO+pnqMt1/vloFo1nJzsZ63NzeyPGUarAym6C4EGamZHj++rvdNLb4WDnIMNSME7hjqqzd1wfrFePJUlkSnxlPkKn18bsSICxPs+pIC1bqPDN1UNWdhNMD/uZGvQxOeBj7yjL8k68GXwdJQt88eUwbruZ6WEf7xw0lhKsh1Jk8mX26gFWt8+O02biKFkgnS8bixgAp83UfLxGeNYulKrU9GZbaafXRr5UIZs/XRlRqcLqXhJVgUtDXjRFYT2UOjN0e6Ua52wX/gkhxOPM56/xpm/P8aZvNyqFM2mVpZetzQq1tSUrh/smXvwfLl78Hy4AvP6qEaY9l2fuWoHh8TLq+X43JIQQdyUpg3giKYrSbKc7uUig8c+yREA8DCc3cZZKpVOfF+JJoCgK/R1O+gIOQtEcS9sxMvWwqViu8tLqERuh45lm5+V1WnnTlV7C9flouUKFl1aP2AynuDrWQcBjQ1UURnrcDHY52QwbLZp3Vp2N9bpZ3UuyFUlxlCzw57dC9AUcTI/4GevzsBVJs7Ibp1zfcJnJl/n68gEeh5npYT+DXU4Gu5xEUwWWgwmO6kFYOl/ma8uHWM0al4d9vO1aP7F0kY1Qkv14noOEEXy57SYmB7zkimUi0VwziDNpChaTRq5YaYZSmqq0XT5wlCzUnxdjfmIyWz51nZoOKzvGdtDhbhe9AQere0niJ5Y/PCgnwzNp7xRCPKlc7hqve1Oe173J+J5dyCssz1tZuGnj9ks2VhasJOMaX/6Cky9/wQmA01U1lhJcKzD7bIHxSyXkd+1CiPsh3zrEE8tkMrUN0KQCTTwMjUUC5XK52b5pNptR5dea4gmkKEb7Yn+Hg72jLIvbcXJF43toY6ZZX8DBlbEADpv5Hvd2fJ/9HU56/A42QklWdhMkMqVTs9Y0VWVywMtIj5v1UJK1vdNVZxP9HpZ2EuwcZAjHcoRjOYa6XUwP+RjtdZ8K0lK5Mn+1dIDXaWFmxE+3z863Xe0jky+zshNn9yiLrhsh4a31KAtbMSb6PDx/qZtCqcJGOMXOQYZ0vkJ6L4nFpDLa60FTFfaiWXKFCpWq8fxYzRrFcrUZnmkqVNsUjzWCM5tZxWY1kcyWzqwECx5kCB5k6PBYecvVXnYOsmzvpx9K0NW4T6lKE0I86Wx2nWuvK3DtdcYvLcolWF20Ml9v+1x82UY2o/G1Lzn52pec9dvUmL56HKhNTZewWOWboRDi3iRlEE+sxhZECdDEq+VkBZrMPxNPC0VRGOxy0d/pZO/QaK/MFY325HAsRySeY6Lfw6VBP2bT+eejTQ36GOp2sxSMsb2fMWatxVrno5lNKtPDfsZ6PazsJs6sOpsc8LK0HSccy7FzkGHvMMNor4dLg2cHaclsib9c2MfvtjIz7KfLZ+f6pW6ujFVZD6XYCCepVHUqVZ3l3SQre8l6MOdnZsTPdiTNZiRFvlhlI5xCUaC/w8F4n4ejZIFILEexXG1+nTVdb4Znd5s3VijXKJRLqIqxvTOVK59ZvRZNFfmLlyPY6q2x1VqNld0khdKD3zon4ZkQ4mljtsDstSKz14rwY0mqFdhcs3D7JRsLt4xQLZPWuPFXDm78laN+mxqXZotGldqzBS7PFbE75BukEOI0SRnEE6vRpnlyBpoEaOJhkgBNPM1URWGo281Al8uYU7Ydp1CuouuwtpdiK5JmdjTAaI/73PPRjBCoi9FeD7c3Y0RPzEebHfEzWJ+PZrVoXB3vaFt1dmUswNSgj4XtGEfJAhvhFNv7aSb6vUwOeJtB2upunFI9SIuni3x5PkKHx8bMiL/5/5eGfOweHs9h03UI7mcI7mfo9tmZG/UzMeAlEs2xHk4SSxXZO8qxd5Qj4LZybbyDfKlC8CDTEmqdDM/uVtlV0yFe397pdZrJF6tnzj4rlKq8tHaEAgz3uOj02NnaTxFNPfj2TiGEeFppJpicLjE5XeLd/78UtRoEN80s3LAZVWo3bcSjJuZv2Jm/YedT/wlUTWfiUpG5ZwvMXisw+0wRl+fBz6gUQjx5JGUQT6w7N2/WajX0+jsWmYEmHgYJ0MRrQWNO2VCXi+39FEvBBKVKjUpV59Z6lNWdBM9OdtHtt5/7Pn0uK992pZdwtD4frVjhm6tHbIbTXBkPEHAbs9YcNjPXp7raVp297lI3yVyJxe0YiUypWbU2NehjrNd9ZpAWTRlLBLq8NmZGAvjdVkZ63Ax3uzhM5lncipOobyU9SOQ5uJHH67RwZSzAW672E08X2Qgn2TvKEksXiaWL2K0aY71ubFYTu4cZDhOF4/CM4/DsXrPGGu2dDqtGrQaF8ukqMx3Y3s+wvZ/BbTcxM+wnWyize5iR7ZpCCHFBqgqjE2VGJ8r8Lz+YRtchvGtqtnzevmHjMGJmddHG6qKNT38CFEVnZKLEXH3T5+y1Ar6ABGpCvBZJgCaeWHcGaCdbOaUCTTwMZ81AkwBNPK1UVWGsz8twj4etSIqlYJxKVSdfqvKVhQhep4XnL3XhdpxviUZjE2dPwM56KMXKToJ4pshf3AozWJ+PZrca37s9DgvfOtNDLF1gcTveUnU2OeDljbO9HKWMyzL5MvNbMdZDSS4P+Rjv95wZpB0mCxzeCtHjtzMz7MfrstLtc9D9rIN0rsTCdpxIzNjylsyW+NLtCHarxuxIgOtTXcyNBtgMp9mqt3cuBhNoqsJQt4uJWS9HiQLBg3RLNdl5861Gy6zZpGJSFfJt2jXT+QqLwTgAfR0O7BaNcCxHvvjg2zuFEOK1QFGgf6hC/1CGd35PBoCDiImFm8ebPveCFrbWrGytWfnj/+IFYGC41Gz5nLtWoKtXvg8L8VogKYN4Yt0ZoJ1s5ZQATTwMUoEmXos0VWGi32iTXN9LsrybpFbTSWZL/M+X9uj227k+1YXVfL7KX01VuTToY7jbxeJ2nOBBht3GfLQBoyXTpBmz1gJuG2+a6+UwWWBhK0YyW2J5J8Fm2Kg6e+u1PkJHOZZ34uSLVW6uR1nbSzEz4mOiHqRtR9Ks7CaawdZ+PM9+PN+cseZxWHA7LLx+podiucryTpztSIaarpMvVvnGyiG31qNMDXq5POTj0pCX3cMsG6EUqVyJrUiarUiabp+d5yY7KVVrbEfSxO5jk2a5UqOMUblms5rIFyttrxuOGmGf1awx2OUkky+TyJTaXl8IIcT5dPdW6O6t8O3fmQUgEVONLZ83jCq17Q0Le0Hjz+f+yANAV2+ZK88aSwnmrhXoG6xwzmkHQogniKQM4onVaNO8swJNURTZiigeikYFmgRo4rVIU1UuDfmZ6PeyFIyzHk6h63AQz/PZvwoy3O3i2kTHub//2iwmnpvqYqzPw8ubUWKpIss7Cbb308yNBhjodKIoCoqi0O2z03Wtn3A0x2LwuOpsI5Tk8rCftz83SHA/zcpOgmyhzNeXD/E6k8yO+Bnv9zDS62Z7P83yToJyPUhrzFgb6HQyPezHZTdjNWs8M95ZrzZLsbqbpFSpUa7WWNiOsxSMM9LjZmYkwHC3q1kZF4nljPbPRB6X3cx4n4e50QA7hxl2DzNUqhfrtdShGZ7ZLBrFUrVtNVuxXGX30HiT53WYMWkq8UxR2juFEOIB8QVqvOntOd70duMXF+mUyuItKws3bczfsLO+YuEwYubPPmvmzz7rBsDfUTEq1OqbPofHysjbEyGefBKgiSdWo8qsUXkmCwTEw3ayAq1UKrV8TojXCk1TmRvr4NKQj5c3ouzUw5vggREWTQ54mR72n3vRgM9l5c1X+gjV56PlixW+sXLIRjjFlbHj+WiNFtDeDoex5CAYJ1+qcmPtiLW9JDPDft7x/CAboRRroSTJbImvLOzT4bExO2IEfyM9p4O0vaMse0dZhrpcXB724bSZ0VSVyQEfE/1ewtEcC9sxsoUKNR02I2k2I2l6Aw6ujgd4/UwP2XyZjXCK4EGaTL7MrY0oZpPKSI+btz7TTzRVYCuSJpm9eIVYY1GB2aRSqdbuujkzmTNmqimAz2khV6ycuaBACCHE/XN7anzrm/N865vzQJx8TmF53sr8S3bmb9pYWbASj5r40v908aX/6QLA5a4aCwnqbZ/jUyU0ecsixBNH/tqKJ1a7GWgSoImHpRGWyQw0IcBs0rh+qZu50SovrR2yH89T02FlN8lGOMXMsJ+xPs+5gjRFURjodNLrr89H200QT9fno3U5mR05no/WWHIw2OVkM5xmdTdBJl/ma8sH+FwWZkYCvKPPw+pugs1wmmiqwF+8HKY34GBm2AjSRnvcbN0RpO0cZtg5zDDS4+LykB+71dQM7fo7ncQzRW5vRJutmZFYjkgsh99l5ZmJDq6OdzA97Cd4kGYjnCJXqLC2l2R9L0lfh5OrYwEURWFrP83eYZba3ZKwMzTOqarGis+7VZjp0FyMYDapaKrSsjFUCCHEg2N36Dz7LQWe/ZYCAKWiwuqiMUNt/qaN5dtWMmmNv/qik7/6ohMAm73GzNXjls+pmSJm+Z2sEI89SRrEE6vdDDQJ0MTDIi2cQpxmtWi8YbaXbL7M11cOSGRKVKo6L2/GWN5JcGUswGCX61xBmqapXBryMdTtYjEYZ+cgw+5hlnA0x9SAl4kT89GMKjGjqmw9lGRtL0kiU+Ir8xE6vTZmRwJM9HuNmWb7mWbgNdhltGy2BGnBBOWqEVBt72cI7mcY7XVzaciHzWL8TPG7rLzlmX7yxQq3N6OEYzl0HeKZIi/eDOG0mZgdNe53vM9DJJZjI5ziKFkgFM0SimbxuSxM9HuZHfazd5RlM5IiW2g/5+wstRPJmaoqLR/fSVGO56oBWEwq5Urt3MsNhBBCXJzFqhvLBZ41ArVKBTZWLMzfsBuLCW5ZyWU0XvorBy/9lQMAs6XGpdlicynB5StFbHb5bi3E40aSBvHEajcDrfF5IR40qUAToj2n3czbrg0QSxX4xsphs33wm6tHLGzHeWa8g96A41xBmt1q4vpUF2O9Hm5vGlVfS/X5aLMn5qOBUWE1PexnrNfDym6CrYgRWv35rVBzUYAxty1BKJpl99Bo2RztMQKys4I0HaNVc2s/zVivh0tDvuaSBLvVxLdM91Ct1liqLzSo1nSyhQpfWzrEYooyNWgsMejrcJLMFtkIpdg9zJLIlPjGyiE2i8Zor4c3X+0jnSuzGUk1lwJcRCM8axekNYrcLCaVUqXWbOdUMMI1mZMmhBAPn8kEl2ZLXJot8f3/W5JqFYIbFuZv2pqbPpNxrR6w2QHQNJ2Jy8VmhdrMM0VcbmnJF+JRkwBNPLFkBpp4tZ2cgdYYlC4BmhDnflQtAAEAAElEQVStAh4b73zdEHuHGW5tRClVahRKVf5q6QCnzcwz4wG6fPZzBWl+t5U3X+0jdJRlfjvW3Iq5GU5xZawDv/v475/VonF1vIOJfg9LOwl2DjLNRQFD3S7mRv1MDXpZ3I5zkMizGUkTPMgw3u8xqtvqQdpmJMXKTtII0nTYCKfYiqQY7/cyNeDFUg/SNE1lbjTA7IifrYixwKBQrlKq1JjfirEUjDPc42JuJMBzU13MjgbYiqTYDKcplKosBeOs7CYY6nIyPeTnmfEOtiNG++fd5pYpCqfmoDXCs7MuA5r3ZzVrqCrki9Xm9drdRgghxMOhaTA2VWJsqsT3vMdYyBPaMTdbPudfsnF0YGJlwcbKgo1P/zYois7oZKm5lGD2WgGfXwI1IV5tkjSIJ1a7CjQJ0MTDcjJAa7z5lwBNiLMNdLno63CyFkqyHExQ03WyhTJfWdjH6zQzN9pBp9d2zyBNURQGulz0BhyshZKs7iaJpYv8+a0QQ10uZkb8zfloAA6bmetTXUwOeFnajhOO5dg5yLB3mGG018P1qS7S+RIL23Hi6SKru0m2ImmmBryM9XmYHPAx1uthK5JiaSdJpVqjpsPaXpKNUIrJAS+TA17MJrV5vrE+D2N9Hg7iOW5vxkjny1RrOpvhNFvhxsKBDi4P+Zka8LF3lGW9vuhgez/D9n6GTq+NiX4v3/ktQxwkCs05cHdqhF0mVaF2xyy0ewVhxbLxCyeLScXnthBPFSlfcEOoEEKIB0tRYGC4zMBwmXf9jTQA+2ETC/VAbeGGjdCumc1VK5urVv7bf/ECMDhSYu7Z48UEnd0y61KIh02SBvHEkhlo4tXWmIFWLpebb/plC6cQ7amqwqVBH6O9bha24mzvG28MktkyX56P4HdbmR3x0+m13/O+NE3l8pCf4W43i9vx5tD/UDTL1KCPyX4PWn0+GoDHYeFbZ3qIpQssbsc5ShbYCKfY3k8zOeDlDTM9RFMFFoNx0rkyC9tx1kMpLg/5GOlxMzHgY7TPw1b4ZJCms7KbYD2UZGrQqFoznXjMbr+D7/A7SOdK3FqPcpQqoEOzEs7vsnB1vJOhbheDXU5i6SIboSShaI6jZIGjZAGnzcR4n4c3zvZSrlRZ3kmwe8bSgUo9ObOYVFQVCqXzVyKUKjUO4gU0VWGwy0mpXOMwkZfZaEII8Zjo6avQ05fh7d+dASB2pLFQb/mcv2EjuGlhd9v48z/+wFO/TbnZ8jn3bIHegQrnXIgthDgnSRrEE6vdFk6ZgSYelpMVaHr9zaxUoAlxbxaTxrOTnUz0e7i1EeUoaQxWjqeLfOl2hA6PlZmRAB0e2z3vy241cf1SF2N9Hl7ejBJPF1kKxtneTzE3EqD/xHw0gIDbxpvmejlMFljYipHMlliuzy6bGvTx1mf6CEdzLAUT5IoVbm1EWQ8lmR72M9DpPA7SIsdbO6s1naVggtXdpDFHra81vHM7LHzb1T5K5Qq3NmKEotn6woESf36rvnCgftYOj41cocxmJM12JE22UOHlzRiLwTgj9Tlt1yY62do3No7euU2z0Z5ps2g4bSaiqdNVa+1Uazq7h1kUYLDLhd2qEY7lSOfK97ztKyFto0IIcTGBzipv/mtZ3vzXsgCkkiqLt45nqG2sWNgPm9kPm/mz/+4GwN9RaS4zmLtWYHC0jKre7VGEEPei6PrFX8J8+MMf5l/+y39JOBxmbm6OD33oQ7zlLW8587q/93u/x0c+8hFu3LhBsVhkbm6Of/yP/zHf+Z3fee7HS6VSeL1ekskkHo/noscVT6kvfOELvPjii7zuda/jr//1v87Nmzf59Kc/zcTEBD/yIz/yqI8nnkLJZJIPfehDaJqGyWSiWCzyf/6f/ycdHR2P+mhCPFEOEnlurR+d2kDZ7bNzedhHwH3vIA1A13X2jrLMb8WawVLAY+XqWAc+1+lwW9d1wtEci8E4mbwREtksGtPDfvo7newcZFjZSTRbHT1OCzPDfnr8xsy2aq1mBGnBeEvro0lTuDzkZ6zPg6ae/nV/rXa8cKBy4nYWk9psCVUUhUq1xs5Bho1wqnk+gN6Ag4l+Dx0eG/F0kdubUeKZ0pnPicNqottvY+8we1/tmd0+GwOdLhLZEjsH6ZbzPgwSpgkhxCuXyyos37Zx+4bR8rm6aKVSaf155PZWmX2m0Gz7HJssoUk5jXiC5bJp/rfvvPaq5kQXDtA++clP8qM/+qN8+MMf5tu+7dv4D//hP/DRj36UhYUFhoeHT13/7//9v09/fz9vf/vb8fl8fPzjH+eXf/mX+epXv8pzzz13rseUAE2c5Ytf/CKf//znefbZZ/m+7/s+vvGNb/Df/tt/4/Lly7z3ve991McTT6F8Ps+/+Bf/ouVz//f//X/jcrke0YmEeHLVdJ3tSJrFYJzyHUPze/x2pof9Z4ZgZ6lUa6zvJVndS1KttzYOdbuYHfFjs5x+d1DTdXYOMiwF483gzWU3MzPsp8tnYyOcZm0v0QyPAm4rsyMBOrxGsNcI0paC8ZaAyaypTI/4Ge1xo54RpOm6TnA/w9JOvKWSTFUVhuvnNZs0dF3nIJFnI5TiIJFvXs/jtDDR52Ggy0WlUuXlrRihw+yZrZdOm4mRHhe7h1lS91FR5rabmRr0oSqwc5hhP56/941eAVW2ggohxANTLCqszFubbZ9Lt62Uiq3lZ3ZHjZmrhWbb5+RMkfq0EiGeCE9EgPb617+e69ev85GPfKT5uZmZGd797nfzS7/0S+e6j7m5OX74h3+Yn//5nz/X9SVAE2f5yle+wp/8yZ9w9epVfuAHfoCvfvWrfPazn2Vubo73vOc9j/p44ilUqVT4xV/8xZbP/dzP/VxzNpoQ4uIac742wqlTlUi9AQfTQz685wzS8sUKC9sxdg+NFhetPoNtYsCDdkbfSrVWYzNstEY2WiG9TguzowG8DjNroRQb4VRzy2WP387MsL95nmqtxma9Iu3OyrKZkQDDPS7UNgNoDuN5Xt6KnmqX7PHbeWa8A4fN+L6SzpXYCKfYOcg0w0GrWWW018NorxuLWWN1N8HaXvLMajGH1cTMsJ9wLEsomjvX83hSo0quN+BgP55naz9FNl+59w1fAU1Vml+rEEKIV65cho1lq7GU4KaNhVtWcpnWsTcWS43LV4rNpQSX54pYbfK9WDy+HkWAdqGizVKpxDe+8Q3+4T/8hy2ff9e73sWXv/zlc91HrVYjnU4TCATaXqdYLFIsHs/wSKVSFzmmeI1ot0RAZqCJh0XTNBRFac4/UxRFllYI8QqZTRpXxjoY7fUwvxUjEjsOeSKxHJFYjr4OB9NDfjzOuy/tsFtNPH+pm7G+Arc3YsQzRRaDxvKCudEAfR2OlvlommqEQyM9btZDSdb2jM2YX5mP0Om1MTPiZ7zPw8pOgu39NPvxPPvxPAOdTqaH/bjsZib7vYz1utkKp1naMYK0UqXGzfUjFoMx5kYDDHW5Tm0b7fLb+Q7/oLFw4MRcuP14ns99Yxefy8KVsQ46PDauTXQyM+xnez/NRjhFoWSEjiu7CQY7XYz3e7g06CMcNdpZc8Xj6rZcscI3Vg+xmTVeP91FIltidTd57mqvUqXGwnacpWCc4R43r5/uoVLVCe6n2DnMPpSgq3GfSv1/pMVTCCFeGbMZLl8pcvlKkR94X5JqFbbXLUaFWn3TZzKh8fI37bz8TWOxj6bpTM4UmbtmVKnNXC3gdMk3ZPHadqF3fkdHR1SrVXp6elo+39PTQyQSOdd9/Mqv/ArZbJYf+qEfanudX/qlX+Kf/JN/cpGjidegdksEJNAQD4uiKFgslmbAb7VaT70pFkLcH5fdzOtnejhM5Lm9GW1pOwxHc4SjOQY6nVwe8uF23D1IC7htvOWZPnYPsyxsx8gVK3xt+YAOj40rY4FTraFmk8r0sJ+xXg8ruwm2IimOkgX+4laY3oCDmRE/EwNeloJx9o6y7B1lCR1lm0P+7VYTEwPeE1s760FaucZLq0csbMW5MhZg4I4FB1BfOHDFWDjw8maMvSNj4UAiU+KLL4ex1yvIBrucTA36mOj3Eo5mWQ+niKeLzW2kHR4r4/1e3vH8EPF0kfmtKLH08Zy0QrnKV5cOsZhUnpvsREdhaSdGrtC6lKCdmg5bkTRbkTTdfjuT/V7mxjrYj+VYCyVJtJnJ9krozf+RqjQhhHiQNA3GL5UYv1Tie/5XowJ8d9vMwg0jUJu/YSN6aGL5to3l2zZ+77dAVXVGJ0vNpQSz1wp4fOffAC3E0+C+koY7X/zpun6uN5Gf+MQn+Mf/+B/zB3/wB3R3d7e93gc/+EFeeOGF5sepVIqhoaH7Oap4iskWTvEo3BmgCSEerC6fnW9/doDtfWM+Wql8/OK8EV4Ndjm5PGRUgLWjKApD3S76Ohys7RnVZdFUgRdvhhjudjFzxnw0q0Xj6ngHE/0elnYS7BxkmlVwjZlqUwNeFoPxejtjmuBhhvE+D1MDXixmrRmkbYZTLNeDtGK5yjdWDpnfinF1PEBf4HSQZjEb1XPPTtZYDhotrdWaTr5Y4Zurh9zaiDLR72FywMtAl4uBLhfxdJGNUJK9aJZoqkg0dYDdamK8z8MbZnsplmssBWPsHR1X9ZUqNb6xelRvb/Xid9lY20twUK+AO4+DeJ6DeB633czEgJc3X+2jXKmxtpckuJ+hXH3wb6hOhmeyeEAIIR4sRYGh0TJDo2W+891pdB0OwqZmmDZ/w0Zkz8zGipWNFSt/9LteAIZGS81Nn7PXCnR0ne+XMkI8qS4UoHV2dqJp2qlqs4ODg1NVaXf65Cc/yfvf/34+9alP8Y53vOOu17VarfLGVNxTIyiTCjTxarJYjitf5PuUEA+HoiiM9noY6HSxsptgI9Tacrh7mGX3MMtQt4vLgz6cdwnSTJpRXTbS42Z+y6jwCh5kCEWzXBr0Md5/ej6aw2bm+lQXkwNelrbjhGM5dg4y7B1mGO318NxkF5l8mYVgjFiqyNpekq1ImskBLxP9Hkya0Ro61udhM5RkeSdBpaZTKFX52tIhdmucZ8YD9Pgdp4I0TVWZHQ0wM+Jnaz/NctDYClqp1ljeSbC6m2CwywgA/W4rz1/uZrZYYTOSYjuSJl+sML8VM1ouu11MDwe4MtbB2m6C9XC6+TjVms5iMIGCsXDh2670EjrKshlJc17pfJkba0fMb8UY7/MwOeBjbjTAYSLPYjD+UKrS4Dg8kyBNCCEeDkWBnv4KPf0ZvuO7MwBED7XmUoKFmzaCmxZ2tow/n/20MX+qd6DcbPmcu1agp7+CNGuIp8mFkgaLxcLzzz/P5z73Ob7/+7+/+fnPfe5zfN/3fV/b233iE5/gJ37iJ/jEJz7BX//rf/3+TyvECY2grDH7rPH/EqCJh+nkwgAJ0IR4uMwmlbnRAKM9bua3Y4TrQ/AbwcnOQYbdg4wRpA35moP3z2K3mnjd5W7G+wq8vBklkSmxsB1nK5JmbixAX+B0mOVxWPjWmR5i6QKL23GOkgU2wim2942w7PXTPcTSRRa346RyJZaCcTbDSS4NGZs4NVVhctDHWL+XjVCSlXqQli9W+OriAQ6riWsTHXT7HafOqygKY70eRnvc7MdzLGzFSefL1HQIHmQIHmTo8tqYHTVaUmdHAlwe9LF7mGU9nCSdK7MZSbMZSdPjtzPe7+XSkJ/NcJKVEzPQdI7vL+C28PylLvLFCqt7ccrn3BVQrtSOZ7J1uZjo9/C2awOUKlUWt+PsHmbOXHDwSp0MzxQ4cxupEEKIB6Ojq8pb3pHlLe8wFvWkEioLt4ww7fZLNrbWLET2zET2zHz+M+76bSrMXitw5VkjVBscKUugJp5oF97C+clPfpIf/dEf5Vd/9Vd54xvfyH/8j/+RX/u1X2N+fp6RkRE++MEPsre3x2/8xm8ARnj2Yz/2Y/zrf/2v+YEf+IHm/djtdrxe77keU7ZwirNsbGzwm7/5m3R3d/O3//bf5o/+6I/45je/ydvf/nbe+ta3PurjiafUxz/+cYLBIACTk5O8733ve8QnEuK14yiZ5/ZmjGTWqGw6ORdLUWCk+3gm2d3ous7uYYaF7TiFkvHLlw6PjatjgbYbP3Vd5zBZYGHr+PEtJpWpQR+jvS4iMaPqKlcwUieH1cT0sI/BEwsEqjWdjXpF2smWRKfNxLMTnXT67Hc9dzJT5NZmjFiqtd3SbTczO+Knpx4CNs66EUqyH88fX89hZrzPQ3+Hk1A0y8JWjPIZwZbFpDDW58Vq0diOpEhmy6eucy+dHhvj/R56A0Y4GDrKsrSTIJO/+H0JIYR4/GUzCksv1yvUbtlYW7RSqdzxiylf1djyWd/0OTJRQqbviPv1KLZwXjhAA/jwhz/Mv/gX/4JwOMyVK1f4V//qXzUDi7/5N/8mW1tbfOELXwDg27/923nxxRdP3ceP//iP8//9f//fuR5PAjRxlmAwyMc//nECgQD/1//1f/HpT3+amzdv8s53vpM3velNj/p44in1W7/1W6ytrQEwNzfHe97znkd8IiFeW3RdJ3iQYXE7TrFshF9mk0q5YszdUhUY6XEzNXjvIK1SrbG6m2QtlKRWD7RGeoy2R5vl7Ff0uq4TjuZYDMabYZDNojE97Geg08nOQYblnUTzbG6HmZlhP70nKtyMIC3B8k6yJUhz2c08O9FBh/fuQVquWGFhK0roKNdSdWU1a1waMraKNtpSM/kyG+EUwf1087HMJpXRXjejPW7imSIvb8Sa571Tf4eDgMdGNFkgfGJD6nk5bCYm+jwM97gxaSrpnFH5tx/LScWYEEI8xYoFhZUFqzFD7aaN5dtWSsU7RiY4a8w8U2i2fU5cLmJuX0wuRIsnJkB7tUmAJs6yt7fHRz/6UTweDz/90z/Nf/kv/4X5+Xm+67u+i9e//vWP+njiKfWpT32KhYUFAJ577jn+xt/4G4/4REK8NpUrNVb3EqzvpajVX8rYLFqzokxVFEZ73UwNek8tC7hTrlBmYdvYsAlg0pT6fDQvmnp2r0lN19k5yLAUPK5ic9mNsKzLZ2MrkmZ1N9kcqO93W5kd8dN5Ihyr1XTW9hKs7LYGaW6HmecmOvF7bHc9d6lSZXknwXYkxcm5/Zpa/9oHfFjrQWC5UmV7P8NmOEWuaFTJKQr0dzgZ7/NQqda4sR4lXzy7b9NpMzPQ6aRcqbIVSV84/DJpCiM9bsb7PDhsZkrlKhvhFBuh1ENZOiCEEOLxUi7D+rKV+ZeMCrXFWzZy2dZAzWKtcflKsVmhdmmuiNX62McV4hGRAK0NCdDEWfb39/nVX/1VnE4nP/MzP8Pv/M7vsLy8zPd8z/fw/PPPP+rjiadUo9IR4A1veAPf+Z3f+YhPJMRrW7ZQZmErTihqhF+aqmAxq+SL1ebHd4ZJ7URTBV7eiDZbNJ02E3OjgZbqsTtVazU2w2lWdxOU6lVwXqeF2dEAXqeZ9ZAREjUCsi6fndkRP74TraK1ms7qXoLVO4I0j9PCc5OdLdc98wzVGlv7KVZ2ks0zNPR3OLg87MfjMBag6LpOOJZjI5QieqIV1O+2Mt7nwWbVuLl2RCZ/dpCmqgp9AQc2s8beUZpC+eIvI/s6HEz0ewm4reg67B1lWN1Nkpb2TiGEeM2oVmFrzcL8TRsL9Sq1dLL157TJpDM1U2wuJZh5poDd8djHF+JVIgFaGxKgibNEo1H+3b/7d1itVv7hP/yH/Of//J9ZX1/n3e9+N9euXXvUxxNPqc985jN87WtfA+Btb3sb3/7t3/5oDySEACCaNJYDNMIvq1nDpClk6zPJNFVhrM/D5IAXq7l9kKbrOjuHGRa2jltEO702rox14HVa2t6uXKmxHkqytnccgnV6bcyOBLBbNaNSbD/dHHzf3+FketiH23F8n7WazspunLW9VEuQ5nVauD7Vicd59yBN13VCR1kWTsxia/C7rUwP+ejy2ZthYCJTZCOcYu8w01wqYLNojPV5CLgt3NqIkc61D7U8TgsBl5VUrkQsXbzr2c7ic1qYGPDS3+FEUYwAc22vdW6bEEKI14ZaDfa2zczXN33O37ARO2qtIFdVnfFLJWOO2rNGoObxShXza5UEaG1IgCbOkkwm+dCHPoSmafy//+//y3/6T/+Jra0t3vOe9zA3N/eojyeeUp/73Of48pe/DMC73vUu3vjGNz7iEwkhGs4Kv9wOM7quNyuqNFVhot/DRL8Xy12CNGM+WoK1Ey2iIz1uZob9d61kK5aqrOwm2IqkmqFUX8DB9IgfTVVYCsbZPTSq5RRgqNvF9LC/ZV5braazvBNnLZRqzmYD8LksXJ/swn2XIK/xPBwlCyxux4hnSi2X2a0mLg96Gex2NeekFUpVtiIptiIpiuVa83ka7HLRG3CwGIyTypZOPU6DSVPo9tmp1HQO7iP8spo1xvuNjaMWs0YmX2Y9lCR4kGn5+oUQQrx26DpEQqZmddr8DRv7odMD0obHS82Wz9lrBQKdZ8/0FE8fCdDakABNnCWTyfArv/IrAPz8z/88H/vYx9jd3eWHf/iHmZ6efsSnE0+rF198sbkk5Xu/93u5fv36oz2QEOKUs5YDdHltFErVZpugSVOY6Pcy0e/BbGofiOUKZeZPtIiaNIXLQ37G+zyobeajNW63tJNg5yDT/NxQt4vpIR+Vqs7idpxI3BjKryoKY33G4oOT1XG1ms7STpz1O4K0gNvKc5OduBx3D9IAktkSS8EYkVhrsNX4+sf6PM3HrNZ09o4ybIRSzUo+MNpO+zscbEXSLZ8/i89pwWrROErmuehoM1VVGO5yMd7vwe2wUCpX2dpPsxlONefMCSGEeO06OtBYuGljoR6o7Wyd/jnYP1hutnzOPlugu7dCmykM4gknAVobEqCJsxQKBf75P//nAPw//8//w6//+q8TiUR43/vex+Tk5CM+nXhafeUrX+FP/uRPAKTaUYjHnLGtMtZcDqCpCn0dDpKZUjNIM2sqEwMexvu8mE1q2/u6s0X0PPPRAFK5Ekvb8eYGS1WB0V4PlwZ9xvy27XhzFplJU5js9zLe33qWWk1nKVgP0k68bOtwW3l2qguX/d4ry3KFMiu7SYIHx22kYCwSGOxyMTXgbbaT6rpONFVgI5wiHD3evGksEnCwH8+fCtIUhZb7NZtUfE4L2UKlubTgIrp9dib6PXT57PU5aVnWQ8l7BnhCCCFeO5JxlcVbNm7fMEK1zVULut76M7mzu9KsTrvyXIH+obIEak8JCdDakABNnKVSqfCLv/iLAPyDf/AP+PVf/3WOjo748R//cUZHRx/t4cRT6+tf/zp//Md/DCBhrRBPiFiqwMubMRIZY06Xw2qir8PBfixHpj4rzGxSmRzwMt7nwaSdHaTpuk7wIMPidut8tKtjHXju0VYZSxdY3I5zlDTCMk1Vmo+XyBRZ2I43wyGLWeXSoI/RXnezzRKMIG1xO85GOMnJzsYOj43rU504bPcO0oztl8lTc9bAqNKbGvTR6bU1Q8FcocxGOMX2fppK1bi+SVPp67CTzJRI3TEjTVGMr61xXTBmuOm6fuq65+Gym5no9zDU5UJVFaKpAuuhFJFY7t43FkII8ZqSSass3bYabZ83bKwtWalWW9Myr7/arE6bu1ZgeLyEdvcdQ+IxJQFaGxKgibPous4v/MIvAPAzP/MzfPSjHyWRSPD+97+fwcHBR3w68bS6desWv//7vw/AT/zETzA0NPSITySEOA9d19k9zLKwHWu2AwbcVrr9dnYPs2TqFWmWepA2dpcgrVypsbqXYH3vOMga7XUzPey/64ICgINEnoWt2HFYZlKZGvQx2utiP55ncTveXHxgt2pcHvIz1O1CPfHr8mq1xmIwzmY41RKkdXptXJ/qapmn1k6lWiO4n2ZlL0nxjvZIl93M1KCXwU5Xs021XKmxc5hhI5Rsnq/xmPlShewdWzsVBewWjVzx+L4tJhWbRbuvIM1sUhntdTPW68FuNTXnpO0cZE4FgUIIIQRAIa+wPG9lvl6htjJvpVRq/dnudFWZeabIXD1QG79cxHTvH6PiMSABWhsSoIl2/uk//adUq1X+/t//+/z6r/866XSa/+P/+D/o6+t71EcTT6mlpSU++clPAvC3//bfpru7+xGfSAhxEZVqjbW91m2ZQ10uvC4Lm+FUMxyymlWmBupVYG2CtGyhzPxWrNnmaNJULg/57jkfTdd1wtEci8F4M7izWzQuD/sZ6HSye5hheSfRDPpcdjMzI3767mgXrVZrzG/H2YqkWtonu3x2npvsPFeQVtN1wtEsS8FE8ywNFpPKRL+X0V53c+GCruvsx/NshJIc1qvpwGhprek6+WJrGKco4LabyZcqlCvHh3TZTRSKFSoXnJOmAANdTsb7vPjd1uM5aaEUhbLMSRNCCNFeuQRrS1bmb9pYuGFj4ZaNQr71Z7zVVmP6SrFZoXZptojF+thHJq9JEqC10QjQQqGQBGiixa/8yq9QLBb5wAc+wG/8xm+Qz+f5W3/rb9HV1fWojyaeUpubm3ziE58A4Kd+6qfw+XyP9kBCiPuSL1ZYCsbYOzLCL01VGO/3YDNrrIVS5IuNIE1jctDL8ImtlXc6SuZZ2D7eVOmwmZgbCdDtt991PlpN19k9yLCyexyWOe1mpgd9dPlsbB9kWNtLUq6nTF6XhctDfrp99pb7qVZrLGzHCB5kWoK0bp+dZyY6sFnuHaQ1Nneu7iaJpQstl6mKETKO9Xtb5q2lsiW2Iil2j7LNJQdmTUVRoHRGMuZzGW2uiRObQS0mFUVRmi2xF+F3WRnv89Db4UDXIXSUZSOSuuvGUCGEEKKhWoGtDQuLt6wsvmxj+WUbmXRrJblm0pmaLjJztcD0M0UuzRawOx77COU1IZfN8BPvfoMEaHdqBGhCCCGEEEIIIYQQQgCvaoDWft2UEEIIIYQQQgghhBCCJ2o8nrRwijt95CMfIR6P8773vY/f+q3fAuCnf/qnsdvt97ilEPcnnU7zb//tv8Vms/HCCy886uMIIR6garXGejjJ+okNlQOdTqYGvRwm8qztpZqthnabiUsDXga6Wgf8N2TzZRa3Y0TiecBobZwa8jLac/f5aADFUpXVvQTB/XRzSUCv386lYT8mVWFlN8HuYbZ5/cEuJ5cGfae2cFYqNW5vRtk7ynKy3aDXb+eZic7mXLN7KZarbEdSbIZTlKutjQtWs8ZYn5vhHjcW0/H9xdIFtsIpwtEc92p18DjMjPZ6SGQK7B3lms+9ogA697z9WXr8dsb6PHR4bJQrNYIHaTbD6ftqFRVCCCEajvY1Y9PnTRtLt22Edk5v4e4dKDH7TJHpqwVmninS1VM5457EK9Vo4Xw1PVEtnLJEQNzpIx/5CAcHB7z3ve/ld37ndwD44Ac/iMVy+huZEA/KN77xDdxuN5cuXXrURxFCPAT5YoXFYJydgwxgzEebHPAy3utm5zDL6l6CYtmY8eW0mbg85Gewy3nmvLPDRJ7bW7HmXC6X3czcaICee8xHA8gVyiztJJrnABjqdjE95KNS01najhOOGTPcVAVGez1cGvRhtbQGY+VKjVvrR6eCtP4OB89OdmI2nS9Iq1RrBA8yrO0myN+xuVNTFYZ73Iz3eVrmpOWLFTbDKbb2081Zbu04bSamh32UyjW2ImnSJ5YaqArcz7JNj9PCRL+HgU4XCrB3lGUtlJQ5aUIIIR6IRExl4ZaN+RvGn+11C7re+vO9q6fC3LN55p4tMHutQP9QhXu8BBDnIEsE2pAATbTza7/2a4RCId797nfz6U9/GoB/9I/+EWqbQc9CCCHEecXTRW5vRYmligDYLBqzIwF6A3a2ImnW9pLNYfkuu5nLQz4GOk8Habqus72fZjEYp1QP3rp9dubGAngc9/6FTypXahuWZYtlFrfjHNU3YmqqwkS/l8kBL2ZT68/CcqXKzXWjIu2kgU4n1yY6zh2k1XSd8FGWld0EqVz51OW9AQeTA14CbmvzuahUa+weZlgPpU5t+7yT1awxM+LDaTOzHUkTimbvKzxrvU+VsV4Po70eLGaVaKrAWijJfiz/yu5YCCGEOCGTUll82dj0Of+SjfUVK7Vq6+sCX6DC7LUCc/VNn8PjZeTt68VJgNaGBGiinY997GPs7Ozw3d/93fz3//7fURSFn//5n3/UxxJCCPGU0HWdUDTH/FasuZnT77JyZSyA22FhM5Jq2ZTpdpiZHvLT1+E4FaSVKzVWdhOsh5LoOijAaJ+H6SHfudopY+nCqbBscsDLRL+XeKbI4nasueHSbFK5NOhjrNeNprW+Ki9VqtxYOyIczTU/pwADXU6eGT9/kKbrOofJAqu7cY6SxVOX+1wWJvq99Hc4m22ruq5zmMizEU6xH797eGXWVC4P+ejrdLJ3mGErkiZXfGVtMKoCg10uJvq9eJwWMvkyG6Ek2/sZag/gJXG96/Tit1Pg8X9FLoQQ4qLyOYXleSvzN2ws3LSxsmClXGr9uexyV5m9VmiGauNTJbQnatjWoyEBWhsSoIl2fuM3foPNzU3e/va382d/9meYzWZ+7ud+7lEfSwghxFOmWquxHkqxspNomY82OxrArKlshJOs7aWoVI0gzeOwMD3sozdwOkjL5MvMb8WI1CvKzCYjKBrrvfd8tEZotbAVI1lvQ7SYVKYGfYz2ujiIF1gMxptVXjaLxuUhH8M97lOz2oplI0hrnAOMAGiw28XVscC5gzSARKbI2l7yVHUbgN2iMd7vZaTH3VIVl86V2AinWma9ncWoqvMw0e8lkSmyGUm3nPl+dXptTPR76fHbKVdrbEfSrIWSzSrBV+J+W041Faqv/OGFEEI8pkpFhdUlCws3bMzftLH0so1CvjVQs9lrzFwtMFuvUJuaKWKWCUWnSIDWhgRoop3f/u3fZnV1lTe96U18+ctfxm6387M/+7OP+lhCCCGeUoVShcXtOMH6XDJVVZjs9zI16EXXddZDKdZDSSr1Yftep4XpYf+ZM88OE3lub0abbZAuu5krYwF6/I57nkPXdcLR3KmwbHrYz0CXk73DLMvBeHNWmdNmYmbET3/H6RbTQqnCjbWjloowBWPe2pULBmnZQpn1vSTbZ4Rimqow0uNmvN+D88TCg1KlSnA/w3ooQaHUPj1SFBjpcXN5yIeuw/Z+mq3IK18M4LSZGO/3MtxtLIQIRbOstmlPvSgF0DSl+d/DeakKqCpUZOeBEEI81SoV2Fy1MP+SEagt3LSRzbT+3DVbalyaLTZbPi9fKWKzP/YxzkMnAVobEqCJdn73d3+XxcVFrl+/zje/+U3cbrdsRhRCCPHQJTJFbm/GiKaMdkqrWWN21M9Ql4typcZaKMlG6Hibp89lBGndvtYgrTkfbTvenKfW7bdzZdRoEb2Xmq6zc5BhKRinUA/LXHYzM8N+uv02tvczrOwkmvftdVqYGTl9DoB8qcKN1SMOEq1B2nCPi7nRjlMz1e6mWK6yGW4NE0/q73Aw0e8l4LG1fC2RaI6VvQTJzN2H/A90Opke9uOwmojEc2xFUhwmCuc+31lMmspor5uxPg92i0YsVWR1L3HPVtPzsppUSpXahVs8LSaV8n3cTgghxJOnVoPghtmYoVZv+0zEWvs5NU1n4nKxWaE280wRl/u1V74sAVobEqCJdv7rf/2v3L59m7m5Oebn5/H5fPy9v/f3HvWxhBBCvAbouk44lmN+M9aczeVzWbgy1kGHx0axXGVtL8lm+DhI87utTA/76fLaWgKscqXK8k6CjXDKmI+mwFivh8vnnI9WrdXYDKdZ3T0Oy3wuCzMjAfwuK+uhZEuY1eGxMTvibwmwGnLFMjdWjzhMHgdSjeqv2ZHAhYK0u23ubDwfk/1eejscLS2miUyRpWD8nuFVl8/GzHAAv9tKJl9mO5Jm++DeGz/vRgH6OpxM9HsIeGxk82XWQsl7tpqel1lT0DTlrtV2Z1EVo4qvfMFqNiGEEE8uXYfQjomFm41Nn3YO91sDNUXRGZkoNSvUZq8V8AWe/kBNArQ2JEAT7fzBH/wBN27cYHJykrW1NTo7O/k7f+fvPOpjCSGEeA2p1nQ2QklWdhPNgKq/w8ncqB+HzUyhVGVtL8FmJE2tdhxgTQ/76PTaW+7rrPlo08N+RntPzzA7S7lSYz2UZG0v2QztOr02ZkcCOGwmVncTbIbTzYH5vX4HMyN+PM7T1W7ZghGkHaVeeZBW03VCR1nW9pLN2W0nOawmxvs9DHe3zkkrlCosBRMED9J3HbLvc1qYrlfWGY9lVKXF0qeXG1yE32VlvN9Df4eTSs2Yk7Z6YmnEK6EqCm67iWyxcuEWT4tJpVKtPZBATwghxJPlIGJqVqfN37AS2jn9M3xwpNRcSjB7rUBXz9M3E0ACtDYkQBPt/PEf/zFf//rXGRwcZHd3l97eXj7wgQ886mMJIYR4DSqUqiwF42zvpwEjIJkY8DA14MNsUimUKqzuJtmKHAdYnV4b08N+Ou6oBDuoz0dL1+dwuevz0brPMR8NoFiqsrKbYCuSaoYsfQEH0yN+zJrKUvB4jhvAYJfREnlyNllDJl/ixlq02a4KRpA22uNhZsR/oSCtsYVzdS/Z3CZ6kklrzEnz4rAe/4a9WqsZFXon2mLP4rSbmB7y09/pRFUUktkSW5EUOweZu97uXmwWjfE+DyM9bkyaSiiaYXknQSb/yraCNngcZlAglb3Y3DVFMSraSpXH/uW8EEKIhyQe1Vi4aa23fdrZXj8dqHX3lY3qtGcLXHm2QO9AhXP8Xu6xJgFaGxKgiXY++9nP8tWvfpWuri4ODw8ZHBzk/e9//6M+lhBCiNewZNaYj9YIiKxmjZkRP8PdLhRFIV+ssLKbYHv/uKqqy2dnethHwN06E2w7kmYpeDwfrcdvZ+6c89EAcoUySzsJdk6EZUPdLqaHfFRrOkvBOKGoUe12cki/zWI6dV/pXImX1o6In6jqarSaTg9fLEgDo01zdTdJKHp6c6cC9Hc6mej34ndbm5/XdaPab3n37lVgNrPG1JCP4W4XJs2YIbZ3lGEzkiZ1RgXceWmqwlC3i/E+Dy67mVjaaDU9Kwy8H3arhstuJpkpNf+dn5dJU9B1XlFQKIQQ4smXTqks3rIyf8POwk0b6ysWatXWtMzfUWlWp809W2BotIx6sR/jj5wEaG1IgCba+dM//VO+9KUv4Xa7SafTjIyM8Df/5t981McSQgjxGqfrOpFYjvmtGNmCUaXkdVq4MhZotm3mihVWdlrbE3v8di4P+VtCo7bz0YZ9WM65ITOVK7G0HSdcbw1VFRjt9XBp0Ee+VGFhO85hfXmApiqM93uYGvCeuYEzmS1yY+2IxIlB/4oCY30epocuHqQ1ZoydDBRPCritTAx46Qs4mnPjdF0nuJ9m4cTyhbOYNIXJAS9jvR4sZg1d14lnimyF0+weZl7RYP4ev53xfi9dXhu5ghGK7hxm7tpqel6aCl1eB5VajWiycOFzmjWVcvXpn38jhBDi3vI5haXbNhZuGJs+VxasVMqtgZrbU2XmmjFDbe7ZAmOTJbTTv0t7rEiA1oYEaKKdL3zhC7z44ouYzWbK5TITExP8yI/8yKM+lhBCCAEY1UCb4RTLO/HmnKu+Dgdzo4Fmu2S2UGalXiXWeFHWG3AwPeTD6zoO0jL5Mrc3o83B+pb6fLSRc85HA4ilCyxuH1dMaaoRME30e0lkiixux4lnjAozs6YyNehlrM+DSTsdiiUyBW6sRVtmmikKjPd5uTzku3CQVixV2Qin2Iykzqwuc9hMTPR5GK63UYIRpO0cZFjYjlEstw+MGoHh5IAXe701tFSuEjzIsBlOkive/2wYt8PMRJ+XwS4nNV1nI5Rirc320fvR6bVht5qIJvMXPqeqgoIiVWlCCCGaSkWFlQVrczHB0m0rxULrz2y7o8bM1UJz0+fkdBHz+YrfXzUSoLUhAZpo54tf/CKf//znmx9fvnyZ9773vY/wREIIIcRpxbIxH20r0piPBuP9Xi4NHgdNmXw9SDs8brfs63AwPdQ65P8gnuP2Vux4PprDzJWxDrp9rQsJ2tF1ncNkgcXtWLOKzGJSmRr0Mdrr4jBhhGzpvHH/VrPG5SEfIz1uVPV0UBdLFbi5fkQqdzy/y/j6PFwavHhFWqVaY3s/zXooSf6MwMikqYz2uhnv8zTDsPMGaQBDXS4mB7146m2wuq5zlCywEU4Sid196+fdWEwqo70exvrcWEwau0cZloOJ5obWOylwocoyu1Wjx+egVKkSieWbc/TOy6QpDyzUE0II8fSoVGBjuTFDzcbCLSu5TGsFusVS49Jcsdn2OX2liNX2aH+mSIDWhgRoop2vfOUr/Mmf/Enz47m5Od7znvc8whMJIYQQ7aWyJW5vRTlMNOaj1avIetzN9sR0rsTKToLdo+PZYP0dTi4P+5qhz1nz0Xr9DubGArjspxcBnEXXdcLRHIvBOJl6WGa3aFwe9jPY5WTvKMtSMEG+HgA5bSamh/0MdDqbZz3pKJnn5nq0eV/wyoK0Wk1nr765M5U7PbdMUWCgw8nEgBdfvVKvVtPZ3k+ztBOndI8grdtn49JQ6wKHQqnCViTFeihN5T5bIBUFBjtdjPd78DotRFMFFraOK/vupCpcaJumAgx2u7BZNPZj+TOfm3vdXlWlKk0IIcTZqlUIbliOA7UbNpKJ1kBN03QmZ4rNxQQzVws4Xa/uzxUJ0NqQAE2087WvfY3PfOYzzY+vXbvGu9/97kd3ICGEEOIedF1nP57n9maMbMEImzwOYz5a14kqslSuxHIw0TJkf7DTyaUhX3OJQKlSZTmYYDNyPB9tvM9Tb6E833y0Wr16aykYp1AyKr5cdjMzw366/XaC+2lWdhPNyi6P08LMsJ8ev/3MIO0gkePWerQ5+w2MkGii38PUfQRpuq5zkMiz1mZzJ0CHx8ZEv4fe+py0arXGZsQ4992WDQD4XRamBn3N2zYeMxLLsbwTJ3nBzZjtzpUrVljYihGO5l7R7LWTAm4rPQEHuXyZvWj2whVmqgK6frFKOCGEEK8tug57QbMRpt20cfuGjehB64A0VdUZnSw1lxLMPlPA63+4szglQGtDAjTRzksvvcQf/uEfNj++fv063/u93/sITySEEEKcT62msxlJsRxMNAe+9waM+Wgnq8hS2RJLO3HC9W2ZYLQhXh7y4axfL50rMb8Ve0Xz0aq1GpvhNKu7iWZVm89lYWYkQMBtZT2UYm0v0QxpAm4rsyMBOry2U/el6zoH8Ry3NmItLYyqAhMDXqYGLj4jDSCeLrK2l2huDr2T02Ziot/L0IntmxvhJGt7955J5rKZmBr0MdjlamlVzRbKLAXj7B1m7ztoclhNjPd7GO52AzorOwk2I+m2VWCaChcpgLOajfZRs6YSimaJpc+udrsbVYWa7B0QQghxD7oOBxFTcynBwg0bod3T1e+DoyWjQu1agSvPFejouv95o2eRAK0NCdBEOy+//DK/93u/1/z4W7/1W/nu7/7uR3giIYQQ4mJK5SpLOwm2wil02leRJTJFlncSROqbNBVgqNsI0hz1hQT78Ry3N2PNNkpPfT5a1znnowGUKzXWQ0bo1Ah4Or02ZkcCOG0mVveSbIRT1OqX9fjtzAz7WxYeNDQquV7ejLbMM1MVhcl+D5OD9xekZfJl1kNJgvuZM2eBmU3GnLSxXmNOWqlcZS2UZCOUumfrotWsMjlgzHw7ebZaTWc9lGRlN3Hfs8RMmsJwt5vxfuNc25E0yzsJiuWz31RYTAqlyvkfSwEGOp30BhwkMiWCh+l7trKedR8gVWlCCCHOL3akNZcSzN+0Edw4vXGgp7/MXH0pweyzBXr7K5zzd3xnkgCtDQnQRDsLCwt86lOfan78xje+kXe9612P8ERCCCHE/UnnStzeinFwjyqyeLrI8k68WW2mKDDS7WZqyIfDaqJW09mKpFjaOW5fPKuy7V6KpSoruwm2IqnmjK6+gIPpET9mTWVlJ8H2froZtAx0Opke9p/5GLquEzrKcnsr1mwThZNBmvfcLacnFUpVNsNJNiPpM1s1FQUGOl1M9nvwuqwUSlVW7/ia2jGpCuP9Hsb6vNgsrWfbj+d4eaO1TfWi+gIOJvq9+N0WjpIF5rdiLYsYTrKa1XsuR7iT225mot+DpqrsHGY4SFx8QYJSb/EUQgghLiKVVFm4aWuGapurFmq11rSso6vSbPmcu1ZgcLR8oUBNArQ2JEAT7aysrPCJT3yi+fFb3vIWvuM7vuMRnkgIIYR4Ze6sImu3ZTOWLrAUTHBYD0ZUBUZ63EwN+ppVV8s7CTZPVLZN9Hm5NHSxqq9coczSToKdg+PtoEPdLqaHfNR0jPbG+sKDRph3acjX3JB5kq7r7B5mmN+Kt1RdqYrCxICHqYH7C9Kamzv3kuRLZ1dzdXptTPR76fHbyZeqrOzECe5nmgHg3bZijva6mRzw4rS1hoOZfIkba0dEUxdvmWzwOi1M9HsZ6HSSK5R5eTPKQeLsWW9Ws0alWr1Qe6emKoz0uBnocnIQz7O9n6JQuniv5kW3hgohhBANuazC0su25mKCtUUrlUprWubxVZl9xqhOm7tWYHSyhHaXlwQSoLUhAZpoZ2Njg9/8zd9sfvz2t7+dt771rY/wREIIIcQrV6vpbO0bWzYblVU9fjtzo4HmAoGGaKrAUjDeHLCvKgqjvW6mBr3YLCajsm0z1qxAsphVZu7Y/HkeqVyJpe044XoLqarAaK+HS4M+CqUKi8HjqjhVVRjvMwIxi/n0q9+arrOzn2Yh2LotU1UUJgc8TN5nkGZs7sywupck3aaay2kzKrOGul0USlWWg/GWjacmVaHSpjxtoNPJ5Imtnw2lcpXbm1F2DrNn3u48rGaNsT43o70eFGB+O8buQebMSjmTpqCpyoWr0vwuK9PDPnTd2FYajl28Kk0IIYR4pYoFheV5q1GhdtPG8m0rpWLrL/cczhozzxy3fE5cLmI+8XssCdDakABNtBMMBvn4xz/e/Pid73wnb3rTmx7hiYQQQogH56wtm2O9Hi4P+7DcETAdJfMsBePNaihNrQdpAz6sFu30fDSnhatjATq955+PBkbl2+L2cWCnqQqTA14m+r2ksiUWtmPNIfYmTa1f5sGkna56q9WMIGfxRFAIrzxIa27u3E1ylDqu5jrZkmgxGYP3x/rclMo1FoPx5nw5AKtJpdhmg2eXz8bUgI9Or60lhCxXamyEEqzsJu/ZItqOqigMdTsZ7/fisptZ202yFkqe3aIKOO3m5r/T8zKbVMZ6PQx3OwnH8myE2lfunXysx/5NgxBCiCdSuQzry9bmYoLFWzZy2dbXDRZrjctXiszV2z4HR47437/vGQnQ7iQBmmhnb2+Pj370o82Pv+u7vovXv/71j/BEQgghxIN355ZNc30+2miPu2VjpK7rHCaNirR4+jhIG+urh1GaemrzZ1/AwdxY4FR74t00HmdhK0YyWwKMQGpq0Mdor4ujZJHF7TipnHGZ1axyaej0eRuqtRpbkTRLwQSV6oML0uDszZ2qQjPgUhUY6HIx0e+lVtNZDMabbbEKYLdq5Ipnh0tep4WpQR/9HY6WIK1aqxHcT7O4ffw8348un9F22u2zEzrKsrAdb9lqeudZ0rnShYO7Do+NmREfCgrroWTbDacNEqQJIYR42KpV2F63cPuGrRmqpZOtrwM0LUm16pMA7U4SoIl29vf3+dVf/dXmx9/zPd/D888//whPJIQQQjw8B4k8tzejzfZEl93MlbEAPX5Hy/UaFVhLwTiJjBFiafWh+JP9XoCWzZ+qAuP9Xi5dcCumruuEozkWg/FmFZTdonF52M9gl7N5Wa4+bN9hNXF52MdQl+vM9tFKtcZmOHVq06WqwmS/l4kB76nKu/PK5Mus7yUJHhxv7lQVpWWLZ5fXxsSAF1Uxnp9YvZpPVcDlMJPOlc8cqu+wakwN+hjqdqGpJzZ36jp7h1kWg7GWLaQX5bKbGe8z2k7TuTK3NqIkMmfPXfM6zeSLlQtt7wSjhXSkx8VYr4e9aIaV3eQ9N3ieDCKFEEKIh6VWg71tc3OG2vwNG7GjHPDq5kQSoIknWjQa5d/9u3/X/Pjd7343165de4QnEkIIIR6umq6zHTHmo5XqbX3dfjtXzpiPpus6+3EjSGtUipk0hYl+o60yX6oyf2I+mtWsMjMcYLjn7IDrbmfaOciwFIw3t2y67GZmhv30+O0EDzIs7ySaiwPcDuOy3oDjzMcpV2pshJOs7iap1h5skFYoVdgIp9gKp5vVYXcGaa76BkurWWN5J9Hy3HmdFhKZUsu5GiwmlYkBL2O97paKOV3XicSMMLHdbLbzMGsqo71uxvqM18Mvb0SJxHJnVoQ5bSYUBTL5i28K7fBYmR4OoKk681sJoqmzlxo0qKrRGythmhBCiFeDrsPmWp4X/vc5CdDuJAGaaCeZTPKhD32o+fF73vMe5ubmHt2BhBBCiFdJuWJs2dwI1+ejAaN9HqaHfKcG9zcCnKVgotlWadZUJgY8jPV6iKWL3N6MkS0Y4Y7XaeHKfcxHq9ZqbIbTrO4mmuGez2VhZiRAwG1lI5xibTfZDK78biuzI/62j1OuVFnbS7IWSlG7I0ib6PMyOXj/QVq5Ut/cGUo2Q79Glteck2ZWGe1x47CaWQslm1V2FpNKwGMlmiye2aKpqTDW62W839OyjVTXdY6SBRZPtNi2c7dWSQXo73Qy0e/F7TSzuBVnez/dNtRz2kzE65WIF2ExqQz3uBnrdbMZSbEZPvsxTjJrCuXqY//2QgghxBNOlgi0IQGaaCebzfLLv/zLzY/f+973cvny5Ud4IiGEEOLVlcmXmd+KNQfgmzWVy8M+xno9p+aNNVoul4Jx0vUwyGwyBv2P9rjZOcy0zkfrcDA3erH5aGCEU+uhJGt7xxVknV4bsyMBnHYTa7tJNsKp5mVdPjuzI/5T2y0bSuUqq3sJNkKplionoyLNx0S/58xtn+dRq+nsHmVY2002nxMwWl4b51MVhcEuJ06bie2DTLMl1WZW6fLbOYgXmtV1dxrqcjI16DtVHRhLF1gKJprz1to5ufjgLAG3lfF+L70BO1uRNKu7yTPPogABj5VEpsj9jGXzuSxMDXhBUbi9Eb3n0gFNVVAUWlpxhRBCiAdFArQ2JEAT7RQKBf75P//nzY/f9773MTk5+QhPJIQQQjwah4k8tzdjzQozp60xH81+qk1S13X2jrIs7yRaqqoaA/FX95JsRdLA/c9HAyiWqqzsJtiKHAdffQEH0yN+LCaV5Z0E2/vpZkDU3+Fkevh02NRQKFVZ3T3eStqgqTDxCoO0Rrvr2l6iuckUjEDyZJVZl8+O225i7yhLsT4jzGHV6PE72I/n2w757/HbuTTkI+C2tXw+lS2xFIwTjt17eD93CdPsFo3xfi8jPS6iqQLzW7G27ZsdHhvZQrlZeXcRmmqEiX0dDlZ2ks2Nq3djM6uUKjVp8RRCCPHASIDWhgRoop1KpcIv/uIvNj/+8R//cUZHRx/dgYQQQohHSNd1tveN+WiNcKfLZ+PKaAce5+lQStd1dg+zLO/EydarqqxmjalBLwG3lcXtOIfJQvPzMyN+hrsvNh8NIFcos7STYOcg0/zcULeL6SEfug5LO3F2D7OAERQN97i4PORvaX88KV+ssLKbYDuSbmlzfBBBGkAsVWBtL9kSaplNKuXKcZDmtpvxOCwcJHOU6wP73XYTvQEnkViupZrtJJ/LyvSQj+47gs1svszyToKdw8yZtzvJpEGlTfalqQrDPW7G+zzUajVurkfbhlw+l4VqTb/vuWxOm4mRHjepXJG9o9xdK+XAaO/UVJVCm2o98fi6VyWkEEK82iRAa0MCNNGOruv8wi/8QvPj97///QwODj7CEwkhhBCPXrlSY2U3wUYo2az6Ge11Mz3sx3pGsFTTdXbrg/4bFVSNIM1u0VjYPg7YvE4LV8c66PDaTt3PvaRyJZa2j6utVAVGez1cGvRRLFdZ3I4TiTcuUxjrczM16DvzzAC5YoWVnTjB/cwZQZqXiX7vKwrS0rkS66EkOweZ5vNo1lSqteNqKqtZxe2wEE8Xmy2fXqeFvg4nkWiWRPbs2WMOq8b0cICBTmdLq22+WGF1L8FWJH2OQEo9cwZbQ4/fzkS/F5fdxO2tOOFo9sz7dNpMWMwq8fTF56SdfCyrWSMUzZ6rbdNpM1EsV6XF8wkkYZoQ4nEgAVobEqCJu/mn//SfUq0av8n8wAc+QG9v7yM+kRBCCPF4yBaM+WjhqBFKmTSVy0M+xvtOz0cDYx7YzkGG5d04+aLxs9Vm0Zgc8FKr6azsJpqBR3+Hk7lRP44LzkcDY/7X4naco3p1m6YqTA4YgVc6V2JhO97c/GjSFCb7vYz3e9u2kGYLZZaDcXbqVWwNDypIK5QqbIRSbEbSVOqBlUkznr/G86EqCi6HmUyu1AzXAm4r/Z1OwtFsS1voSWaTwqVBH6O9Hkza8ddXKhsLFNbDrQsUzqKpCgo6lTZZmttuZmLAS1/Azupesu0yAKvJCAOjqULbBQb3YjapdLitJLKlc7WImjUFq1kjW6jc92OKR+duyy6EEOJhkgCtDQnQxN38s3/2zygWjRelP/VTP0VXV9cjPpEQQgjxeDlKGvPRktnGfDQTc6MBegOOM9sxazWjFXRlN9EMQexWjYk+L+l8ie19o81QVRQmBowKspPhz3nous5hssDC1vG5LCaVS4M+RnpdRFNFFrfjx5eZ1WbQpJ0R/oFRMba8k2Dv6OEEaWdt7lQVMJu0lsH9DquJfPE4EOr22+kLONg7yjZDwzupqsJ4r5vJOyruypUam+EUq3uJe1ZrKQpYNJVimyTNbFIZ63Uz2ushEs+xHEycuXBAU8HvtpHKFilV7v+tgtNmoqbrzTD2Xtx2E+WKLi2eQggh7kkCtDYkQBN388u//Mtks8YL5b/7d/8ufr//EZ9ICCGEePzouk7wIMPidrwZmnR6bVwZC+B1nr39slqrsb2fYWXnOGhxWE0Md7s4ShWaYZDVrDE74mfoPuajNTaDLgbjzYUGdovG5WE/g11OIvXLGi2kdqvG5SHjsdQ2j9VuML+qwMSAl8lXGKTVajo7hxnW9pLNMysY1Xont1PeOTetr8NBX4eD3cMsB/Gzt28qQH+nk9mR1uq+xr+L5WCcUrtSsxOsFo1SqXpmdZACDHQ5mej3UChVmd86fu7v1Om1kStWmptH74cCWMxa202ldzJr4LCZSecr96y+E0II8dokAVobEqCJu/lX/+pfkUqlAHjhhRdwu92P+ERCCCHE46tcqbG6l2B9L0Wt/jJwpMfNzLAfq+XsUKlarbG1n2Z1N9GyebI34CQSzzXDFa/TwtXxDjo8F5+PVtON9tGlYLxZ3eWym5kZ9tPjt7NzaMxoa7lsxE9fmyo6gESmyFIwzv4dYVUjSJvo97adr3Yejc2dq3sJYidaNB1WE4VStfn8qqrSEgQNdrno73AQPMgQucv2zQ6PlStjHfhcxwFnY17d4onn6W4aba/lNqGb32VlatCLzaoxv3ncOnsnn9NMDUhl72/hQMOdz8W9uB0m9BpkXkGAJ4R4+sgsPiEBWhsSoIm7+bf/9t8Si8UA+Nmf/VnsdvsjPpEQQgjx+MsWyixsxQlFjSpuk2bM4hrv97ZtkaxUa2xFjCCtUQXltJnwuazsx3PNFsOBMyqozqtaq7EZbn0Mn8vCzEiADreVzYjRWlq+47JuX/uf/7F0gaUTG0UbHlSQBsbmztW9ZEsgZrdqVKp686wn50UpCox0u+nrcLC9nyYUbR+kuexmroz66fYfh4W6rhOO5Zjfip2rOsxoNVWbAeidGksjevz2ZhvsWe8SXDYTFrPWdrPnw6KpRkCbyVfOVYEnhHjtUBXje+pddqqIp5AEaG1IgCbu5iMf+QgHBwcAfPCDH8RisTziEwkhhBBPjmiywMub0easMUd9PtrdKrsq1Rob4RRre8lmOOS0m3BYTM2QSlWN4f9Tg94Lz0cDo2JqPZRkbS/ZHHjf6bUxOxLAZTcbA/ZDpy/zu89uRwVjFtxSMH5qoL+q1GekDbzyIC2dK7G2l2T38Hhzp82soSi0tHc2KMB4v4e+gJOtSIrdO+a3nWQ1a1we8jHa624J0g6TeeY3Y6Ry56sOs1k0im3aO1UFhrvdjPa52TvMshFOnb1woL59NJYq8Gp3WbrtJlRVJZUrSQWKEKKFqhobitv9skA8PSRAa0MCNHE3v/Zrv0YoFALgH/2jf4SqXvxFuhBCCPFapuvGTK+FreP5aB0eYz7ayfbBO5UrNTbCSdb3UpSrxxVpqqqQroc5NovGzIifoa6Lz0cDKJaqrOwm2IqkmkFNX8DB9Igfi0ljtc1lHsfZv1BrLC9Y2o4Tzzy8IC1frLARTrEVSTUr88wmFZtZI33GvDFVgckBL70BB5uRNLsHmeNqNVo3HWqqwlivh8vDrcsbYqkCtzdjp76udiwmFR2dcptFAR0eK5cHfaTzZZZ3E5TOeEOqqRBw20hmS696ZZgK+N1W8qUquaK0eAohWqmKMVOzXK29ooUo4vEkAVobEqCJu/nYxz7Gzs4OiqLw8z//84/6OEIIIcQTq1KtsbqbZC2UbM6pGu52MTPix2Yxtb1duVJlPZRiPZRshkUOq4lqTW8Gcj6XhatjHQTuYz4aQK5QZmknwc5Bpvm5oW4X00M+gLaXtWsj1XWdg3iexeDxps8GVYHxfi+TDyBIK1dqbEVSrIdSzedCUxVcdjPpfPnUPDCTqjA16KM3YGcjnCJ4kGlWWakKLdVeCsZigqvjndhOzK9LZorc3oq13fh5p3u1d9otGpeGfJg1laWdOJn82WFVh6ceZt3nvLJXMtPIbjXhsJpIZIpnVswJIV7bFAWcVhMKOumCbPp9GkiA1oYEaOJufuM3foPNzU3MZjM/93M/96iPI4QQQjzxcsUKC1sx9urthJqqcGnIx0S/B+0uld6lcpX1UJL10HHbn82iUa7Umh8PdDqZHQ3gsLYP5O4mlSuxtH28YVNVYLTXw6VBH8VKte1l7RYk6LpOJGZs+kzf0QL5IIO0ak1n94zNnV6nhVzx9Fwvi0nh0pCxQGE9lCK4n26GZ5qqnAqJAm4rz0x0tGxUzebL3N6MEYm3n692J4tJbVtJpqkKIz1uun12Vu5YnHCS32Whpusk73PhwFlf30V0uK2UazqpO4JRIYRocFg1HBaNWLqENHs+mSRAa0MCNHE3v/3bv83q6ip2u52f/dmffdTHEUIIIZ4ad7YEOqwmZkcD9He0n48GUCxXWdtLsnlifpbFrDZbAF/pfDQwFgMsbsebVVaaqjBZXwiQzpdOXTZRD8IaWynvpOs6oaMsSzuJZsDV8CCDtEZgt7aXbBnE73VaKFdrp6q3LCaV6WEf3T6H0RK6n25WrZk0pVnx1+BszLDrcDY/lz8RiJ689p2toSdpqlEOVm1zhS6vjbE+D3tH2WbQeieXzYTVop2aOXdeigImTW27QfRu5wdj9pzbaSaVLck8JCFEWzazhtdlJpktUSjJ94onhQRobUiAJu7md3/3d1lcXMTtdvPCCy886uMIIYQQTxVd19k9zLKwHaNQH4If8Fi5Mtpx14H9YMwvW91LsBk5O/SxWTRmR/wM3ud8tMY8s4WtWLMN02JSmRr0MdrrIpYusbgdI5ExLjObVC4N+hjrdaO1Ce6MrzfDUjBxaq7WgwzSAKKpAmt3bO50O8yoinKqrdRqVpkdCdDlM1o7W8JJk0q5Wmtpf7SYVCYHjLM2nttSucpiMM72frrlune2ht7prKCuwWE1MTngJZsvG/+ez3hrYTWreJwWosn7XzhgM2uUKrUz719T7719z++yoCoKsUxRFg8IIdqymFQCHivFUpV4RqpYH2cSoLUhAZq4m9/7vd/j5Zdfxu/383f/7t991McRQgghnkqVao21vdatmEPdLmaG/djv0Y5ZKFVY3U2ydSJgURWl+c8+l5WrY4H7no+m6zrhqNGG2ages1k0pof9DHY52Y/lT1825Geox4XaJrir1XR2DjIs78RPbc9sBmn93ratoRfR2Ny5c3g878xhM2Eza8TTxZYqK6tZZXY0QPeJIK0RblnNGtVarSXsUlWF4S4nMyMBLPXQr1ypsbITZ+NEsNm47p0z2U4yqQqVNpdrqsJwlwurRWU9nD6zakxTFQJuC6lc+b4rwkyagqaqzXlyJ6kqUOOu7Vhmk4LfZSVbqJC9z1ltQojXBpOmEHBbURSFw0T+Vd84LO5OArQ2JEATd/MHf/AH3Lhxg87OTv7O3/k7j/o4QgghxFMtX6ywsB1j9/B4PtrUoBEmtavqOnnb1d0EWycqoE624Q3W56PdK5Brp6YboddSMN6slnPZzcwM++kJ2Nk9zLIcPA7EnDYzMyP+u7akVms6wf00K7uJ5n02qAqM99Ur0h5AkHbW5k6rWcXtsBBPtw7Hb1Sk9QTsbIbTbISON6HaLBroULgjZOr22bkyFsBd31BarR2HoidDN02FWq19e2TjmWp3eYfHSrffQTCSIls8HXQpGFWMr2ThABjtqvli5dSbWgUjKLvX1j2v04zFpBFNF+8aHAohhKoq+F0WbGaNw2ThVd86LE6TAK0NCdDE3fzxH/8xX//61+nt7eUDH/jAoz6OEEII8ZoQTxd5eTNKvD7Hy27RmB0NMNDpvGc7Zq5YYWUnQfAgfaqdrjHLbHLg/uejVWs1NsNpVncTzTc5PpeFmZEAAbeF7f0MKzvHl3mdFmZH/HT57O2DtGqNrUialb1Ec5Zbw4MO0sqVKluR9KnNnX63lWS21FLdZcxIM9pgN8PGJtTG12WzaJg05dTWTLfDzNyIn26/ERzWdJ3NcIrlnUTLfWuqEW/erT3ybu2fNovKULebo2Sh+d/JnXwuI8xLvIJWKbvVRLVaO/MNrbU+e+9ub3g0FTo8dvLFCun8/S0+EEK8tvicZlwOC/FU4cxfFIiH74kJ0D784Q/zL//lvyQcDjM3N8eHPvQh3vKWt7S9/osvvsgLL7zA/Pw8/f39/OzP/iw/+ZM/ee7HkwBN3M1nP/tZvvrVrzI4OMj73//+R30cIYQQ4jVD13X2jrIsbMWaVV1+t5UrYwEC7nu3Y2YLZVZ2EuwcZE4FHMZ8tACDXfcO5NopV2qsh1rbTju9NmZHArjs5vrG0OPqq06PjZlR/13PXqnW2AynWN1LnmpTVBUY6/MwOeAzqsBeoXabOzu8VjL5SktFnElTuDToY6TXzXYkzXoo2WyTtJk1bFbtVEhlNdfnxfUYM+F0XSd4kGFxO9bSYqmpoKntt3M2znW3hQS9fgeVWo39eP7M6zhtJmwWE9FU4d5PTBsmDcyadqrlFsCsKaiKQvEeVSNuu3GO2B0Vf+Li7tUSLMTTwmU31VvDy8TSMjft1fJEBGif/OQn+dEf/VE+/OEP823f9m38h//wH/joRz/KwsICw8PDp66/ubnJlStX+Ft/62/xgQ98gC996Uv81E/9FJ/4xCf4wR/8wXM9pgRo4m7+9E//lC996UuMjo7y4z/+44/6OEIIIcRrTqVqBFWru8dB1WCXk9mR87VjZvL1IO0wc+qyiwRy7RRLVVZ2E2xFUs1qqb6Ag+kRP1azxupugs3w8Xy23oCDmWE/Hqel7X2WKzU2wqfbH+HBB2m6rhOub+48WckVcFvIF6stgZGmKoz1eRjv8xCKZlndTTar2KxmDY/DTCxVaNmuqaoKIz1upga82K2m5uPd3oySP1FZoapgMWmnWlkvwuey4LCaiMRyZ1auWUwqHqeZWKr4iuYNOaxGkHbnOx0FsFg0ivf4Goyg0kahVD21lVVcnKYqEkiK1wSrWaXTa6Nc1TmSuWkP1RMRoL3+9a/n+vXrfOQjH2l+bmZmhne/+9380i/90qnr/4N/8A/4wz/8QxYXF5uf+8mf/Elu3rzJV77ylXM9pgRo4m6+8IUv8OKLLzIxMcGP/MiPPOrjCCGEEK9Z+WKFxWCcnQMjCLtoO2Y6V2JlJ8HuUfbUZRcJ5NrJFcos1SveGoa6XUwP+VAUhaVgnOCJywa7XEwP+3DazG3vs1Spsr6XZD2UOhUQPIwgLZYqsrqXaKnk8jjMlKu1lrBLUWCoy8XUoJfDRIHV3UQzaLOYVDo8NqKp03N8evx2Lg/5mxtWDxI5Xt6ItYRIqmK0TeYKlbu2Rt6N1azid1s5ShbO3PBpLBywkswW7znL7O6Po1GpVs9sQzVpCui0XYzQYLeo2G1mkpmShEAPgEkFGR8lXgtMKnR67agqHCYKlNtsMxb357EP0EqlEg6Hg0996lN8//d/f/Pzf+/v/T1u3LjBiy++eOo2b33rW3nuuef41//6Xzc/9/u///v80A/9ELlcDrO5/QuSBgnQxN188Ytf5POf/zyXL1/mve9976M+jhBCCPGaF08Xub0VJZYyqqUu2o6ZypVYDiYIRVuDNFVVuDTgZeIVzEdr3P/SdpxwLGfcrwKjvR4uDfkolassBeOEosZligKjPW4uDfmwWdqHd8VylbW9JJvh00GapiqM9rqZHPDe9T4u+jWs7SXZPbm506qhQ0uQBtDrtzM54DMq/XYT5IrGTDSzSaXHbyeRLpIpnJ6TdnnIT1+HA1VRiKUK3NqIkswetycpgMthJpsv33eVhQL43RayxQrF0ulURQH8HhvF0ivbmqkpCoqitw1uzCb1zM2hd/K7LBTLVXIy8+gVUwBNU84MUIV42jTa7+31VnX5HvLKPYoA7UI/wY+OjqhWq/T09LR8vqenh0gkcuZtIpHImdevVCocHR3R19d36jbFYpFi8bg8PZlMAkaQJsSdSqUShUKBcrks/40IIYQQjwENeGbYSSSmsLgdJ5at8MV4Aq/TyuyIn4Dn3u2Yl/tt9HpVo9qqHnQBfHMpxe21ELOjfvo77n8+2vSAnW6PwspOgmiqwO21NIsbIcb7PIz3eenxqCzvJDhK5pnPpFnaDDPa62ai34vZdHY12VDARJfLw/peiuBBqiVUejmdYn49xEi3m/F+zwMJ0iZ7rAz4NDbDKYIHaXJZ4wEtmoKiqs3WzY1smo3dA7xOK+N9bio1hfW9NMlsmWQyiUlT6Q04yObLxDPGa/BcFvYPY1hMKmN9Hoa73Vwfd5PKFrm9GWteL5s13hi6HWbyxcp9VVhk6zmpw6KBojQDvuPL0wB4HBYUhZYQ736Y7hLaqKqCXtPbVtbl6mc1a2CzmMkUyqfaRF+pu82Te1ppKigo96wGFOJJ1vheBuC2m/G4rKQzRVLSJn5fclmjYvzV3It5Xz+573yhouv6XV+8nHX9sz7f8Eu/9Ev8k3/yT059fmho6KJHFUIIIYQQQgghhBBPoWg0itfrfVUe60IBWmdnJ5qmnao2Ozg4OFVl1tDb23vm9U0mEx0dHWfe5oMf/CAvvPBC8+NarUYsFqOjo+O+f8soxOMslUoxNDTEzs6OtCmL1zz5+yCEQf4uCHFM/j4IYZC/C0IYkskkw8PDBAKBV+0xLxSgWSwWnn/+eT73uc+1zED73Oc+x/d93/edeZs3vvGN/NEf/VHL5/7kT/6E173udW3nn1mtVqxWa8vnfD7fRY4qxBPJ4/HID0Ih6uTvgxAG+bsgxDH5+yCEQf4uCGFQ1fufiXrhx7roDV544QU++tGP8rGPfYzFxUV++qd/mmAwyE/+5E8CRvXYj/3YjzWv/5M/+ZNsb2/zwgsvsLi4yMc+9jF+/dd/nZ/5mZ95cF+FEEIIIYQQQgghhBAPyYVnoP3wD/8w0WiUX/iFXyAcDnPlyhU+85nPMDIyAkA4HCYYDDavPzY2xmc+8xl++qd/mn//7/89/f39/Jt/82/4wR/8wQf3VQghhBBCCCH+/+y9e5xdVX33/1n7zC2XySSZkGSSkBAuIvf7RRASUCMIVuuleAPLoxalapWnrVL5iVCfUq2P2tZbfRSo1RaqFUtbpEW5iBDkGm7hnoSQZHKZSSaTTJKZOWev3x9rfdf6rn3OnMxMJjf4vF+vZM45e++1132v9dnf9V2EEEII2U2MahOByy+/HJdffnnNYzfeeGPVbwsWLMCjjz46mlsR8pqgubkZV199ddXSZUJei7A9EOJgWyAkwvZAiINtgRDH3mgLxu7JPT8JIYQQQgghhBBCCNnP2HPe1gghhBBCCCGEEEII2Q+hgEYIIYQQQgghhBBCSB0ooBFCCCGEEEIIIYQQUgcKaIQQQgghhBBCCCGE1IECGiFjxHXXXYdTTjkFra2tmD59Ot75znfiueeeS86x1uJLX/oSZs2ahXHjxmHhwoV4+umnk3P6+/vxqU99CtOmTcOECRPwe7/3e1i1alVyzqZNm3DxxRejra0NbW1tuPjii9HT07O7k0jIsBiLtrBx40Z86lOfwuGHH47x48dj7ty5+PSnP43Nmzcn4bAtkH2ZsXou6HPPP/98GGPwi1/8IjnGtkD2dcayPSxevBjnnnsuJkyYgMmTJ2PhwoXYvn17OM72QPZlxqotrF27FhdffDFmzpyJCRMm4MQTT8TPfvaz5By2BbKvM5z28POf/xxvfetbMW3aNBhjsGTJkqpw9tQcmgIaIWPEPffcgz/+4z/GAw88gDvuuAPlchmLFi1CX19fOOerX/0qvv71r+Nb3/oWHnroIcycORNvectbsGXLlnDOZz7zGdxyyy246aab8Nvf/hZbt27FhRdeiEqlEs75wAc+gCVLluD222/H7bffjiVLluDiiy/eo+klZCjGoi2sWbMGa9aswde+9jU8+eSTuPHGG3H77bfjIx/5SHIvtgWyLzNWzwXhm9/8JowxNe/FtkD2dcaqPSxevBjnnXceFi1ahAcffBAPPfQQPvnJTyLL4rSG7YHsy4xVW7j44ovx3HPP4dZbb8WTTz6Jd73rXbjooovw2GOPhXPYFsi+znDaQ19fH84880z89V//9ZDh7LE5tCWE7BbWr19vAdh77rnHWmttnud25syZ9q//+q/DOTt27LBtbW32e9/7nrXW2p6eHtvY2GhvuummcM7q1attlmX29ttvt9Zau3TpUgvAPvDAA+GcxYsXWwD22Wef3RNJI2REjKYt1OJf//VfbVNTkx0cHLTWsi2Q/Y9daQtLliyxc+bMsZ2dnRaAveWWW8IxtgWyPzLa9nDaaafZq666ashw2R7I/sZo28KECRPsj370oySsqVOn2h/84AfWWrYFsn9SbA+a5cuXWwD2scceS37fk3NoWqARspuQpWZTp04FACxfvhxr167FokWLwjnNzc1YsGAB7r//fgDAI488gsHBweScWbNm4eijjw7nLF68GG1tbTjttNPCOaeffjra2trCOYTsS4ymLQwVzqRJk9DQ0ACAbYHsf4y2LWzbtg3vf//78a1vfQszZ86sCpdtgeyPjKY9rF+/Hr/73e8wffp0nHHGGZgxYwYWLFiA3/72t+EatgeyvzHaZ8Mb3/hG3Hzzzdi4cSPyPMdNN92E/v5+LFy4EADbAtk/KbaH4bAn59AU0AjZDVhrccUVV+CNb3wjjj76aADOTwEAzJgxIzl3xowZ4djatWvR1NSEKVOm1D1n+vTpVfecPn16OIeQfYXRtoUi3d3d+Mu//Etcdtll4Te2BbI/sStt4bOf/SzOOOMMvOMd76gZNtsC2d8YbXtYtmwZAOBLX/oSPvaxj+H222/HiSeeiDe96U144YUXQjhsD2R/YVeeDTfffDPK5TLa29vR3NyMyy67DLfccgsOOeSQEA7bAtmfqNUehsOenEM3DPtMQsiw+eQnP4knnngieSMqFP3XWGuH9Gkz1Dm1zh9OOITsacaiLfT29uKCCy7AkUceiauvvrpuGPXCIWRvMtq2cOutt+LOO+9MfNrUgm2B7E+Mtj3keQ4AuOyyy3DppZcCAE444QT8+te/xvXXX4/rrruuZhjFcAjZV9iVcdJVV12FTZs24Ve/+hWmTZuGX/ziF3jve9+Le++9F8ccc0zNMGqFQ8i+Qr32MBp2xxyaFmiEjDGf+tSncOutt+Kuu+7CnDlzwu+y7KaocK9fvz68YZo5cyYGBgawadOmuuesW7eu6r4bNmyoelNFyN5kV9qCsGXLFpx33nmYOHEibrnlFjQ2NibhsC2Q/YFdaQt33nknXnrpJUyePBkNDQ1hCfO73/3usEyHbYHsT+xKe+jo6AAAHHnkkck5RxxxBFauXBnCYXsg+wO70hZeeuklfOtb38L111+PN73pTTjuuONw9dVX4+STT8a3v/3tEA7bAtlfGKo9DIc9OYemgEbIGGGtxSc/+Un8/Oc/x5133on58+cnx+fPn4+ZM2fijjvuCL8NDAzgnnvuwRlnnAEAOOmkk9DY2Jic09nZiaeeeiqc84Y3vAGbN2/Ggw8+GM753e9+h82bN4dzCNmbjEVbAJzl2aJFi9DU1IRbb70VLS0tSThsC2RfZyzawuc//3k88cQTWLJkSfgHAN/4xjdwww03AGBbIPsHY9EeDjroIMyaNQvPPfdccu3zzz+PefPmAWB7IPs+Y9EWtm3bBgDJ7rMAUCqVgqUm2wLZH9hZexgOe3QOPeztBgghdfnEJz5h29ra7N133207OzvDv23btoVz/vqv/9q2tbXZn//85/bJJ5+073//+21HR4ft7e0N53z84x+3c+bMsb/61a/so48+as8991x73HHH2XK5HM4577zz7LHHHmsXL15sFy9ebI855hh74YUX7tH0EjIUY9EWent77WmnnWaPOeYY++KLLybhsC2Q/YWxei4UQWEXTmvZFsi+z1i1h2984xt20qRJ9qc//al94YUX7FVXXWVbWlrsiy++GM5heyD7MmPRFgYGBuyhhx5qzzrrLPu73/3Ovvjii/ZrX/uaNcbY//qv/wrhsC2QfZ3htIfu7m772GOP2f/6r/+yAOxNN91kH3vsMdvZ2RnO2VNzaApohIwRAGr+u+GGG8I5eZ7bq6++2s6cOdM2Nzfbs88+2z755JNJONu3b7ef/OQn7dSpU+24cePshRdeaFeuXJmc093dbT/4wQ/a1tZW29raaj/4wQ/aTZs27YFUErJzxqIt3HXXXUOGs3z58nAe2wLZlxmr50KtcIsCGtsC2dcZy/Zw3XXX2Tlz5tjx48fbN7zhDfbee+9NjrM9kH2ZsWoLzz//vH3Xu95lp0+fbsePH2+PPfZY+6Mf/Sg5h22B7OsMpz3ccMMNNc+5+uqrwzl7ag5tfKQJIYQQQgghhBBCCCE1oA80QgghhBBCCCGEEELqQAGNEEIIIYQQQgghhJA6UEAjhBBCCCGEEEIIIaQOFNAIIYQQQgghhBBCCKkDBTRCCCGEEEIIIYQQQupAAY0QQgghhBBCCCGEkDpQQCOEEEIIIYQQQgghpA4U0AghhBBCCCGEEEIIqQMFNEIIIYQQQgghhBBC6kABjRBCCCGEEEIIIYSQOlBAI4QQQgghhBBCCCGkDhTQCCGEEEIIIYQQQgipAwU0QgghhBBCCCGEEELqQAGNEEIIIYQQQgghhJA6UEAjhBBCCCGEEEIIIaQOFNAIIYQQQgghhBBCCKkDBTRCCCGEEEIIIYQQQupAAY0QQgghhBBCCCGEkDpQQCOEEEIIIYQQQgghpA4U0AghhBBCCCGEEEIIqQMFNEIIIYQQQgghhBBC6kABjRBCCCGEEEIIIYSQOlBAI4QQQgghhBBCCCGkDhTQCCGEEEIIIYQQQgipAwU0QgghhOxxbrzxRhhj0NLSgpdffrnq+MKFC3H00UeP+X3/6q/+Cr/4xS+GjM/DDz9c9/oLL7wQra2tKJfLye+PPfYYjDHo6Oiouubee++FMQZ/93d/t0txL7J06VJ86UtfwooVK4Z1vqRR/jU0NGDOnDm49NJLsXr16jGNGyGEEELIqw0KaIQQQgjZa/T39+Oqq67aY/cbSkAbLueccw62bt1aJbTdfffdmDBhAtauXYtnn3226phcO5YsXboU11xzzbAFNOGGG27A4sWLcccdd+BjH/sY/uVf/gVnnXUW+vr6xjR+hBBCCCGvJiigEUIIIWSvcd555+Gf//mf8fjjj+/W+2zfvn1MwhERTEQx4e6778Y73vEOdHR04K677qo6Nm3atN1iUTcajj76aJx++uk455xzcPXVV+PP//zPsXz58l0SFgkhhBBCXu1QQCOEEELIXuPP//zP0d7ejs997nM7PXfHjh248sorMX/+fDQ1NWH27Nn44z/+Y/T09CTnHXTQQbjwwgvx85//HCeccAJaWlpwzTXXwBiDvr4+/OM//mNYxrhw4cLk2i1btuATn/gEpk2bhvb2drzrXe/CmjVrwvHjjz8eU6ZMSQS0PM9x7733YuHChViwYEEioA0MDGDx4sVYuHAhjDEAgLVr1+Kyyy7DnDlz0NTUhPnz5+Oaa66pWhb63e9+F8cddxwmTpyI1tZWvP71r8df/MVfAHDLMd/73vcCcKKepOfGG2/caT4WOf300wEgLKW95pprcNppp2Hq1KmYNGkSTjzxRPzwhz+EtTa57s4778TChQvR3t6OcePGYe7cuXj3u9+Nbdu2DSsNALBhwwZcfvnlOPLIIzFx4kRMnz4d5557Lu69996qeK5atQrvec970NraismTJ+ODH/wgHnrooZrpfvjhh/F7v/d7mDp1KlpaWnDCCSfgX//1X0ecN4QQQgghQsPejgAhhBBCXru0trbiqquuwp/8yZ/gzjvvxLnnnlvzPGst3vnOd+LXv/41rrzySpx11ll44okncPXVV2Px4sVYvHgxmpubw/mPPvoonnnmGVx11VWYP38+JkyYgHe+850499xzcc455+D/+//+PwDApEmTkvt89KMfxQUXXIB//ud/xiuvvII/+7M/w4c+9CHceeedAIAsy3D22WfjV7/6FcrlMhoaGrBkyRJs2rQJCxYsQKVSwdVXXx3Ce+CBB7B9+/ZgubZ27VqceuqpyLIMX/ziF3HIIYdg8eLF+PKXv4wVK1bghhtuAADcdNNNuPzyy/GpT30KX/va15BlGV588UUsXboUAHDBBRfgr/7qr/AXf/EX+Pa3v40TTzwRAHDIIYeMuAxefPFFAMABBxwAAFixYgUuu+wyzJ07N6ThU5/6FFavXo0vfvGL4ZwLLrgAZ511Fq6//npMnjwZq1evxu23346BgQGMHz9+p2kAgI0bNwIArr76asycORNbt27FLbfcgoULF+LXv/51EDj7+vpwzjnnYOPGjfjKV76CQw89FLfffjsuuuiiqvTcddddOO+883Daaafhe9/7Htra2nDTTTfhoosuwrZt2/CHf/iHI84jQgghhBBYQgghhJA9zA033GAB2Iceesj29/fbgw8+2J588sk2z3NrrbULFiywRx11VDj/9ttvtwDsV7/61SScm2++2QKw3//+98Nv8+bNs6VSyT733HNV950wYYL98Ic/PGR8Lr/88uT3r371qxaA7ezsDL9985vftADs/fffb6219v/+3/9rOzo6rLXWLl261AKwTz31lLXW2muuucYCsEuXLrXWWnvZZZfZiRMn2pdffjm5z9e+9jULwD799NPWWms/+clP2smTJ9fJQWt/+tOfWgD2rrvuqnteMY0PPPCAHRwctFu2bLH/+Z//aQ844ADb2tpq165dW3VNpVKxg4OD9tprr7Xt7e2hfH72s59ZAHbJkiVD3m84aShSLpft4OCgfdOb3mR///d/P/z+7W9/2wKwv/zlL5PzL7vsMgvA3nDDDeG317/+9faEE06wg4ODybkXXnih7ejosJVKZURxIoQQQgix1lou4SSEEELIXqWpqQlf/vKX8fDDDw+5zE4swIrWQ+9973sxYcIE/PrXv05+P/bYY/G6171uxHH5vd/7vapwACQ7hRb9oN19991YsGABAOCII47A9OnTwzLOu+++GzNmzMARRxwBAPjP//xPnHPOOZg1axbK5XL4d/755wMA7rnnHgDAqaeeip6eHrz//e/Hv//7v6Orq2vEaRmK008/HY2NjWhtbcWFF16ImTNn4pe//CVmzJgBwOX1m9/8ZrS1taFUKqGxsRFf/OIX0d3djfXr1wNwS1mbmprwR3/0R/jHf/xHLFu2rOo+w03D9773PZx44oloaWlBQ0MDGhsb8etf/xrPPPNMOOeee+5Ba2srzjvvvOTa97///cn3F198Ec8++yw++MEPAkCSx29729vQ2dmJ5557bvSZRwghhJDXLBTQCCGEELLXed/73ocTTzwRX/jCFzA4OFh1vLu7Gw0NDWGZoWCMwcyZM9Hd3Z383tHRMap4tLe3J99lWajehOCYY47BtGnTcNdddwX/ZyKgAcDZZ5+Nu+++G/39/Vi8eHGy++a6devwH//xH2hsbEz+HXXUUQAQRKaLL74Y119/PV5++WW8+93vxvTp03HaaafhjjvuGFW6ND/60Y/w0EMP4bHHHsOaNWvwxBNP4MwzzwQAPPjgg1i0aBEA4P/9v/+H++67Dw899BC+8IUvJPlwyCGH4Fe/+hWmT5+OP/7jP8YhhxyCQw45BH/7t38b7jOcNHz961/HJz7xCZx22mn4t3/7NzzwwAN46KGHcN555yV53t3dHQQ+TfG3devWAQD+9E//tCqPL7/8cgAYUzGSEEIIIa8d6AONEEIIIXsdYwy+8pWv4C1veQu+//3vVx1vb29HuVzGhg0bEhHNWou1a9filFNOqQpvd8Z1wYIFuP322/Hggw+ip6cnEdAWLFiAL33pS1i8eDF27NiRCGjTpk3Dsccei//zf/5PzbBnzZoVPl966aW49NJL0dfXh9/85je4+uqrceGFF+L555/HvHnzRh3/I444AieffHLNYzfddBMaGxvxn//5n2hpaQm/19qh86yzzsJZZ52FSqWChx9+GH//93+Pz3zmM5gxYwbe9773DSsNP/7xj7Fw4UJ897vfTcLesmVL8r29vR0PPvhgVRzWrl2bfJ82bRoA4Morr8S73vWummk8/PDDa/5OCCGEEFIPWqARQgghZJ/gzW9+M97ylrfg2muvxdatW5Njb3rTmwAAP/7xj5Pf/+3f/g19fX3h+M5obm5OLJtGyznnnIO+vj78zd/8DaZPnx6WaAJOQOvu7sbf//3fh3OFCy+8EE899RQOOeQQnHzyyVX/tIAmTJgwAeeffz6+8IUvYGBgAE8//XRIC4AxSY9gjEFDQwNKpVL4bfv27finf/qnIa8plUo47bTT8O1vfxuA28BhuGkwxiSbPwDAE088gcWLFye/LViwAFu2bMEvf/nL5Pebbrop+X744YfjsMMOw+OPP14zf08++WS0trYOIycIIYQQQlJogUYIIYSQfYavfOUrOOmkk7B+/fqwrBEA3vKWt+Ctb30rPve5z6G3txdnnnlm2IXzhBNOwMUXXzys8I855hjcfffd+I//+A90dHSgtbV1VBZJIordcssteM973pMcO/roo9He3o5bbrkFs2fPxmGHHRaOXXvttbjjjjtwxhln4NOf/jQOP/xw7NixAytWrMBtt92G733ve5gzZw4+9rGPYdy4cTjzzDPR0dGBtWvX4rrrrkNbW1uwtjv66KMBAN///vfR2tqKlpYWzJ8/v2oZ6ki44IIL8PWvfx0f+MAH8Ed/9Efo7u7G1772tSqR63vf+x7uvPNOXHDBBZg7dy527NiB66+/HoATQgEMKw0XXngh/vIv/xJXX301FixYgOeeew7XXnst5s+fj3K5HO734Q9/GN/4xjfwoQ99CF/+8pdx6KGH4pe//CX++7//G4DbHVX4h3/4B5x//vl461vfij/8wz/E7NmzsXHjRjzzzDN49NFH8dOf/nTU+UMIIYSQ1y60QCOEEELIPsMJJ5xQ5RgecJZKv/jFL3DFFVfghhtuwNve9jZ87Wtfw8UXX4w777yzSuAZir/927/FYYcdhve973045ZRTcNlll40qnkceeSRmzpwJa22yfFPietZZZ8Fai4ULFybHOjo68PDDD2PRokX4m7/5G5x33nnBV9jxxx+PKVOmAHDLI5966in8yZ/8Cd7ylrfgs5/9LF73utfh3nvvDUtY58+fj29+85t4/PHHsXDhQpxyyin4j//4j1GlRzj33HNx/fXX48knn8Tb3/52fOELX8B73vMefP7zn0/OO/7441Eul3H11Vfj/PPPx8UXX4wNGzbg1ltvDT7UhpOGL3zhC/jf//t/44c//CEuuOAC/OAHP8D3vvc9vPGNb0zuN2HCBNx5551YuHAh/vzP/xzvfve7sXLlSnznO98BAEyePDmce8455+DBBx/E5MmT8ZnPfAZvfvOb8YlPfAK/+tWvgrhHCCGEEDJSjLXW7u1IEEIIIYQQMlL+6q/+CldddRVWrlyJOXPm7O3oEEIIIeRVDJdwEkIIIYSQfZ5vfetbAIDXv/71GBwcxJ133om/+7u/w4c+9CGKZ4QQQgjZ7VBAI4QQQggh+zzjx4/HN77xDaxYsQL9/f2YO3cuPve5z+Gqq67a21EjhBBCyGsALuEkhBBCCCGEEEIIIaQOI95E4De/+Q3e/va3Y9asWcGh78645557cNJJJ6GlpQUHH3wwvve9740mroQQQgghhBBCCCGE7HFGLKD19fXhuOOOC34odsby5cvxtre9DWeddRYee+wx/MVf/AU+/elP49/+7d9GHFlCCCGEEEIIIYQQQvY0u7SE0xiDW265Be985zuHPOdzn/scbr31VjzzzDPht49//ON4/PHHsXjx4tHemhBCCCGEEEIIIYSQPcJu30Rg8eLFWLRoUfLbW9/6Vvzwhz/E4OAgGhsbq67p7+9Hf39/+J7nOTZu3Ij29nYYY3Z3lAkhhBBCCCGEEELIPoq1Flu2bMGsWbOQZSNeXDkqdruAtnbtWsyYMSP5bcaMGSiXy+jq6kJHR0fVNddddx2uueaa3R01QgghhBBCCCGEELKf8sorr2DOnDl75F67XUADUGU1JqtGh7Imu/LKK3HFFVeE75s3b8bcuXPxyiuvYNKkSbsvooQQQgghhBBCCCFkn6a3txcHHnggWltb99g9d7uANnPmTKxduzb5bf369WhoaEB7e3vNa5qbm9Hc3Fz1+6RJkyigEUIIIYQQQgghhJA96uZrty8UfcMb3oA77rgj+e1//ud/cPLJJ9f0f0YIIYQQQgghhBBCyL7EiAW0rVu3YsmSJViyZAkAYPny5ViyZAlWrlwJwC2/vOSSS8L5H//4x/Hyyy/jiiuuwDPPPIPrr78eP/zhD/Gnf/qnY5MCQgghhBBCCCGEEEJ2IyNewvnwww/jnHPOCd/FV9mHP/xh3Hjjjejs7AxiGgDMnz8ft912Gz772c/i29/+NmbNmoW/+7u/w7vf/e4xiD4hhBBCCCGEEEIIIbsXY8Wj/z5Mb28v2trasHnzZvpAI4QQQgghhBBCCHkNszd0ot3uA40QQgghhBBCCCGEkP0ZCmiEEEIIIYQQQgghhNSBAhohhBBCCCGEEEIIIXWggEYIIYQQQgghhBBCSB0ooBFCCCGEEEIIIYQQUgcKaIQQQgghhBBCCCGE1IECGiGEEEIIIYQQQgghdaCARgghhBBCCCGEEEJIHSigEUIIIYQQQgghhBBSBwpohBBCCCGEEEIIIYTUgQIaIYQQQgghhBBCCCF1oIBGCCGEEEIIIYQQQkgdKKARQgghhBBCCCGEEFIHCmiEEEIIIYQQQgghhNSBAhohhBBCCCGEEEIIIXWggEYIIYQQQgghhBBCSB0ooBFCCCGEEEIIIYQQUgcKaIQQQgghhBBCCCGE1IECGiGEEEIIIYQQQgghdaCARgghhBBCCCGEEEJIHSigEUIIIYQQQgghhBBSBwpohBBCCCGEEEIIIYTUgQIaIYQQQgghhBBCCCF1oIBGCCGEEEIIIYQQQkgdKKARQgghhBBCCCGEEFIHCmiEEEIIIYQQQgghhNSBAhohhBBCCCGEEEIIIXWggEYIIYQQQgghhBBCSB0ooBFCCCGEEEIIIYQQUgcKaIQQQgghhBBCCCGE1IECGiGEEEIIIYQQQgghdaCARgghhBBCCCGEEEJIHSigEUIIIYQQQgghhBBSBwpohBBCCCGEEEIIIYTUgQIaIYQQQgghhBBCCCF1oIBGCCGEEEIIIYQQQkgdKKARQgghhBBCCCGEEFIHCmiEEEIIIYQQQgghhNSBAhohhBBCCCGEEEIIIXWggEYIIYQQQgghhBBCSB0ooBFCCCGEEEIIIYQQUgcKaIQQQgghhBBCCCGE1IECGiGEEEIIIYQQQgghdaCARgghhBBCCCGEEEJIHSigEUIIIYQQQgghhBBSBwpohBBCCCGEEEIIIYTUgQIaIYQQQgghhBBCCCF1oIBGCCGEEEIIIYQQQkgdKKARQgghhBBCCCGEEFIHCmiEEEIIIYQQQgghhNSBAhohhBBCCCGEEEIIIXWggEYIIYQQQgghhBBCSB0ooBFCCCGEEEIIIYQQUgcKaIQQQgghhBBCCCGE1IECGiGEEEIIIYQQQgghdRiVgPad73wH8+fPR0tLC0466STce++9dc//yU9+guOOOw7jx49HR0cHLr30UnR3d48qwoQQQgghhBBCCCGE7ElGLKDdfPPN+MxnPoMvfOELeOyxx3DWWWfh/PPPx8qVK2ue/9vf/haXXHIJPvKRj+Dpp5/GT3/6Uzz00EP46Ec/usuRJ4QQQgghhBBCCCFkdzNiAe3rX/86PvKRj+CjH/0ojjjiCHzzm9/EgQceiO9+97s1z3/ggQdw0EEH4dOf/jTmz5+PN77xjbjsssvw8MMP73LkCSGEEEIIIYQQQgjZ3YxIQBsYGMAjjzyCRYsWJb8vWrQI999/f81rzjjjDKxatQq33XYbrLVYt24dfvazn+GCCy4Y8j79/f3o7e1N/hFCCCGEEEIIIYQQsjcYkYDW1dWFSqWCGTNmJL/PmDEDa9eurXnNGWecgZ/85Ce46KKL0NTUhJkzZ2Ly5Mn4+7//+yHvc91116GtrS38O/DAA0cSTUIIIYQQQgghhBBCxoxRbSJgjEm+W2urfhOWLl2KT3/60/jiF7+IRx55BLfffjuWL1+Oj3/840OGf+WVV2Lz5s3h3yuvvDKaaBJCCCGEEEIIIYQQsss0jOTkadOmoVQqVVmbrV+/vsoqTbjuuutw5pln4s/+7M8AAMceeywmTJiAs846C1/+8pfR0dFRdU1zczOam5tHEjVCCCGEEEIIIYQQQnYLI7JAa2pqwkknnYQ77rgj+f2OO+7AGWecUfOabdu2IcvS25RKJQDOco0QQgghhBBCCCGEkH2ZES/hvOKKK/CDH/wA119/PZ555hl89rOfxcqVK8OSzCuvvBKXXHJJOP/tb387fv7zn+O73/0uli1bhvvuuw+f/vSnceqpp2LWrFljlxJCCCGEEEIIIYQQQnYDI1rCCQAXXXQRuru7ce2116KzsxNHH300brvtNsybNw8A0NnZiZUrV4bz//AP/xBbtmzBt771Lfzv//2/MXnyZJx77rn4yle+MnapIIQQQgghhBBCCCFkN2HsfrCOsre3F21tbdi8eTMmTZq0t6NDCCGEEEIIIYQQQvYSe0MnGtUunIQQQgghhBBCCCGEvFaggEYIIYQQQgghhBBCSB0ooBFCCCGEEEIIIYQQUgcKaIQQQgghhBBCCCGE1IECGiGEEEIIIYQQQgghdaCARgghhBBCCCGEEEJIHSigEUIIIYQQQgghhBBSBwpohBBCCCGEEEIIIYTUgQIaIYQQQgghhBBCCCF1oIBGCCGEEEIIIYQQQkgdKKARQgghhBBCCCGEEFIHCmiEEEIIIYQQQgghhNSBAhohhBBCCCGEEEIIIXWggEYIIYQQQgghhBBCSB0ooBFCCCGEEEIIIYQQUgcKaIQQQgghhBBCCCGE1IECGiGEEEIIIYQQQgghdaCARgghhBBCCCGEEEJIHSigEUIIIYQQQgghhBBSBwpohBBCCCGEEEIIIYTUgQIaIYQQQgghhBBCCCF1oIBGCCGEEEIIIYQQQkgdKKARQgghhBBCCCGEEFIHCmiEEEIIIYQQQgghhNSBAhohhBBCCCGEEEIIIXWggEYIIYQQQgghhBBCSB0ooBFCCCGEEEIIIYQQUgcKaIQQQgghhBBCCCGE1IECGiGEEEIIIYQQQgghdaCARgghhBBCCCGEEEJIHSigEUIIIYQQQgghhBBSBwpohBBCCCGEEEIIIYTUgQIaIYQQQgghhBBCCCF1oIBGCCGEEEIIIYQQQkgdKKARQgghhBBCCCGEEFIHCmiEEEIIIYQQQgghhNSBAhohhBBCCCGEEEIIIXWggEYIIYQQQgghhBBCSB0ooBFCCCGEEEIIIYQQUgcKaIQQQgghhBBCCCGE1IECGiGEEEIIIYQQQgghdaCARgghhBBCCCGEEEJIHSigEUIIIYQQQgghhBBSBwpohBBCCCGEEEIIIYTUgQIaIYQQQgghhBBCCCF1oIBGCCGEEEIIIYQQQkgdKKARQgghhBBCCCGEEFIHCmiEEEIIIYQQQgghhNSBAhohhBBCCCGEEEIIIXWggEYIIYQQQgghhBBCSB0ooBFCCCGEEEIIIYQQUgcKaIQQQgghhBBCCCGE1IECGiGEEEIIIYQQQgghdaCARgghhBBCCCGEEEJIHSigEUIIIYQQQgghhBBSBwpohBBCCCGEEEIIIYTUYVQC2ne+8x3Mnz8fLS0tOOmkk3DvvffWPb+/vx9f+MIXMG/ePDQ3N+OQQw7B9ddfP6oIE0IIIYQQQgghhBCyJ2kY6QU333wzPvOZz+A73/kOzjzzTPzDP/wDzj//fCxduhRz586tec0f/MEfYN26dfjhD3+IQw89FOvXr0e5XN7lyBNCCCGEEEIIIYQQsrsx1lo7kgtOO+00nHjiifjud78bfjviiCPwzne+E9ddd13V+bfffjve9773YdmyZZg6deqoItnb24u2tjZs3rwZkyZNGlUYhBBCCCGEEEIIIWT/Z2/oRCNawjkwMIBHHnkEixYtSn5ftGgR7r///prX3HrrrTj55JPx1a9+FbNnz8brXvc6/Omf/im2b98+5H36+/vR29ub/COEEEIIIYQQQgghZG8woiWcXV1dqFQqmDFjRvL7jBkzsHbt2prXLFu2DL/97W/R0tKCW265BV1dXbj88suxcePGIf2gXXfddbjmmmtGEjVCCCGEEEIIIYQQQnYLo9pEwBiTfLfWVv0m5HkOYwx+8pOf4NRTT8Xb3vY2fP3rX8eNN944pBXalVdeic2bN4d/r7zyymiiSQghhBBCCCGEEELILjMiC7Rp06ahVCpVWZutX7++yipN6OjowOzZs9HW1hZ+O+KII2CtxapVq3DYYYdVXdPc3Izm5uaRRI0QQgghhBBCCCGEkN3CiCzQmpqacNJJJ+GOO+5Ifr/jjjtwxhln1LzmzDPPxJo1a7B169bw2/PPP48syzBnzpxRRJkQQgghhBBCCCGEkD3HiJdwXnHFFfjBD36A66+/Hs888ww++9nPYuXKlfj4xz8OwC2/vOSSS8L5H/jAB9De3o5LL70US5cuxW9+8xv82Z/9Gf7X//pfGDdu3NilhBBCCCGEEEIIIYSQ3cCIlnACwEUXXYTu7m5ce+216OzsxNFHH43bbrsN8+bNAwB0dnZi5cqV4fyJEyfijjvuwKc+9SmcfPLJaG9vxx/8wR/gy1/+8tilghBCCCGEEEIIIYSQ3YSx1tq9HYmd0dvbi7a2NmzevBmTJk3a29EhhBBCCCGEEEIIIXuJvaETjWoXTkIIIYQQQgghhBBC9jTWWuwNW7ARL+EkhBBCCCGEEEIIIWRXESHMWsD6D9Z/BwALdyD+ZmEtsGOgssfjSgGNEEIIIYQQQgghhOwS1otfTvCyUQRTwlet4/sLFNAIIYQQQgghhBBCCIDRW4WNFmMAwMAYwH+EcZ/Ub0YdAwab97ycRQGNEEIIIYQQQggh5FVIfauw3SOGGa9yGURxLB5DEMPcMcDIh32c15yA9tJLL+G+++7DO97xDrS1te3t6BBCCCGEEEIIIYTUpcoqbDcvkQziVg0xLApfxeP7hxA2Wl5zAtpvf/tbrFixAo888gjOPffcvR0dQgghhBBCCCGEvIbYl5dI7m9WYXuS15SAZq1FZ2cnAGDNmjV7OTaEEEIIIYQQQgjZnxmp4/x4bHQMtURyKKsw9xvFsLHgNSWgbdy4Ef39/QCA1atXw1rLikQIIYQQQgghhLzGGYlV2NgtkRzaKkz+vpaWSO7rvKYENG11tmPHDmzcuBHt7e17MUaEEEIIIYQQQggZS1KrMHCJJBkTXlMCmizfFNasWUMBjRBCCCGEEEII2QcJVmH+v+EskdwVIQwY+RJJCmGvHV5TAppYoI0bNw7bt2/H6tWrccwxx+zlWBFCCCGEEEIIIa9u6Dif7O+8ZgQ0vYHACSecgPvvvx+rV6/ey7EihBBCCCGEEEL2L4bjON8fHjMxrK5VmD+JYhjZnbxmBLTu7m4MDAygoaEBxx9/PO6//36sXbsWlUoFpVJpb0ePEEIIIYQQQgjZowxlFSa/jfUSySB8uT9cIkn2K14zAppYn82cORPTpk1Dc3Mz+vv7sX79enR0dOzl2BFCCCGEEEIIIaOHSyQJ2b28ZgQ08X/W0dEBYwxmz56NZcuWYfXq1RTQCCGEEEIIIYTsMwxnieTedJzvfqMYRl5bvGYENLFAmzVrVvi7bNmyIKwRQgghhBBCCCFjyUiswsZ0ieQwrMK4RJKQkfGaEND0BgIioM2ePRsAuJEAIYQQQgghhJCdUt8qbPcskUysvrhEkrxKGZYvPvcntK8dA+U9Hs/XhICmNxCYNm0agCigbdiwAQMDA2hqatqbUSSEEEIIIYQQsgcIk3X/3+5eIhl3ihz+EkkKYWR/o0oE24nIvKtta1eXLY+G14SApv2fZVkGAGhtbUVrayu2bNmCzs5OzJs3b29GkRBCCCGEEELICKHjfELGjj0tgmnq7dAqx3Wba24q7fpNR8hrTkDTzJ49G88++yxWr15NAY0QQgghhBBC9iIjdZwfj42O4TjOlwk9xTCyv6BFMGDny43HXgSrv/RY/g61KUUtEU/imlv4H3OUK/muR3iEvCYEtKL/M2HWrFl49tlnuZEAIYQQQgghhIwR+5rjfPnLJZJkf2Hny4xrtyN9fLSMVgSz1sIYk/gqK1qwiRie+w4hTV/q56zaD1qa5u076ANtzMnzPAhotSzQAG4kQAghhBBCCCG1GGpSyyWShNRnb4pgwM43odDnOPHLxcPADClgARZ5Lp/kHIlzMb2o6i8SQU3nQyG9auVmIe6xb8iyPd/uX/UCWnd3NwYHB9HY2Bg2EBDEIq2npwd9fX2YMGHC3ogiIYQQQgghhOxW9rTjfGB4SySHWsZFyL5ArXaTCsbuQNp24m+7ynBEMMB6EQxeBLNRBFPxrLLyqil4j0b0S48PLX659i3xzrTPM0mr/03EsXp+0CoDjcPKw7HkVS+gyfLMmTNnhg0EhJaWFrS3t6O7uxtr1qzBYYcdtjeiSAghhBBCCCHDho7zCRk+I7GM2pMimFh9xRho2cufKPGQeFllFZrET19X6B9GIIIV71wUr9w3A5PJJ6THgkCm+osa4eg+oyigF8srfvZl5n+o5GNQOCPkVS+gDeX/TJg9eza6u7uxevVqCmiEEEIIIYSQPUp9x/m7RwyrZ9FCMYzsq+xsOXEigmFs2otQFIW0lVdsHfJrel1xyaITiGrFKxXBaqU1SVdy3ADGhZmKUkXxy/2XIfPmXbWtP4e1/NPH2Kgv0QeaTVOjykg2AghnqM8jKStuIrAbGGoHTmHWrFl44oknuJEAIYQQQgghZNTU2jludy6R1DtEDneJJIUwsrfZuaP4Wj6yxlYEc7ZeUfwRKcxCBC8RkL0gpR3jJ6JdrUjZ5O9wBD9poE788vGoWqYZxe1MNfqhlj7X2gigpugnGZHcawjLtyDmj1zsqo1NP6m+Uz5rmzyXbB97WqCNPXmeY+3atQDqW6ABbiMB2TWCEEIIIYQQ8tqFSyQJGZqh2of8tjtFMGXzVC0KiQhl/FnWG2bps/XyQETBprZ1l6QzCkdDOb0v3k/iIWjBW/v6cseq23J06l+0aHM3kfRKdhgEIzR/zESxywJRaxpOIQwtDGrdMFkGiqLYZX18UgFMQonCpQrQn6BfQOSF+Fsby2BgoDKMtIwtr2oBraurK2wg0N7eXvMc8Y22bds2bN68GZMnT96zkSSEEEIIIYTsNuovkay2CovHRgcd55P9gWGJYO7PGIpgun05tUdEJ/eft/qCEr2CKCW/mkJoNZzlK/Euit81/IZ5tcsixsMJPjZZehnFLyVim9hua/rsMu5LEIqiUReKzd0G1c9W9xvFHLQq/UoFLPZhuVrLWixfSN6qXJS7hTQYnRgEAT+cq8V+Y2BztxunhYXNlUCZq3wPu3fGupUnkVS3U3ertsKrumSP8aoW0MT/WUdHR9UGAkJDQwNmzJiBzs5OrF69mgIaIYQQQggh+yAjsQorimWjYWdWYfKXSyTJ3mLny4bHql2kAlH4FsytoJYJpn91CNWCsRKS1fLBpBWZuKwxiEDWBlEqLHtU1k5imRbjFdYzOgHLRaJwEy+iKZEvzadUgHL3ygu+xYyyLgOAGhpEOFYQ3VTatLWYLCGV+5uQkSaUhTExzsW+KiQ1WLBGS7wgYvkPuY0vFGL6pf6o9FsvSAZru7RfjPkRv6mPQYj02R7rQzRRgxSUj7UKz5UTMoOGhtoaz+7kVS2g7cz/mTBr1qwgoB111FF7ImqEEEIIIYS8ZilahaVWLrV+4xJJ8upk94tgNcSvxBpJbL2i7y0tQmmfYEEoBmBMphQxFEJLxbNoieXjoEy19FJHLb4V+wYRW7wxVCI0WcBbN1nJrYLxVMhcJdhZVAniWRR3ajX/xLItCG6O3HdWYRdJLezBhDQnlm3+5qlllxmiDzKwNgcMkPsb5j42eUXFI5drc+S5y3ftal8bu8V7xnukQpf+bJAVMkXqrl4yKxXEeHWtuMwUMMitRQYky2szo5fhqoCg42p9TRKBbxceCqPkVS2g7WwHTmH27Nl45JFHuJEAIYQQQgghI6C4dGk4SyR3dc4z0iWSFMLI7kaLYECtdjBaEaw63GgBVrSQ8hjAr4lMfgpCjfEiDaoFmtqByR9bOM8qMcZ4n13Keir4vrKSYC+QGCV8VItd8qGYNN2+xYos9SNmlZWSTkv0kQZUC0fa0kxEoLzq7rXELiXIAzBZrbx04eQ2CojiwyuKiVbMuFQcnYBkgyrlhDGdvlR0K+aVE58yH6dSVWoQfKyFftIaJ2iJUGmALJRtHjZSSG9lCvc2MX9NcbOIVLythOxxAeQ+nUpvC2nXN5bqnQHICuneE7xqBbQ8z0ckoAHOYi3P8yGXexJCCCGEEPJqhY7zyWuZnYvBtUUwfVyFpsINMlih/YQQEyEBQFQwoOq+/yLtQYthtSlIHSZaH+Ve5cqRA7lRMXZiV/CzpdKo8yZJYQ2xq5gHSRxyG+IvuohYHqUWTEisoExmagRpEIW86L8rFbvc/0FsqZtnUSQUCycRvXJrQp9o5HcpJx/XKI7ZmCgdZ5OWSohHofzldy0QZiWo39wNQx3w9zLG+xkT4y2r89goSzyxlIv3tN6iDtZbrFmgkkv518r7mF8uTyQiaT5qjAH0aVHAE3HO3S1T18o54RclIGZ7QUF71QpoXV1dKJfLaGpqGnIDAWHatGlobGzE4OAgurq6MH369D0US0IIIYQQQsae4TjO94fHTAyraxXmT6IYRnYntUSwomhVLYL5X7UihKGPJ+KXFpO0eU4Qf2qLYFmhDdRvCwUxwsale2IdJLfOdRrlUtF45POQ4Rd/qy2cFRELNPfZVokcWuiTlXnVvrKGtqgabj+hy8v6xOaAtyhzx4zPOxHtglN7LyxZndUqveI3rPqmKm5eBNN9oYQlSXDLFG2sJsYiswYW6e+SCcYLcsbb9+S5E40Sqzkp01xJnUlUo6iVlmOuBDaTpnlITdZJXeGwgV/WmdZzryamBakEUat/ULcMS4XluNRb/6s1gBFRz8QdVfckr1oBTfs/21mjy7IMs2bNwssvv4zVq1dTQCOEEEIIIfsEw9opLxEDxtgqrPCbfOcSSbK7GI4IVl3v5bca4ldVm4nXV52rCMLPECJYaANKDCveP/iG0umT2HrLpRwWJs+diFIjflFEQI22nVr8pAKJrUpXUR+KbdxHNNPGS1roU219l8WuQh7BBOun3C9nzH3eiFASxCEDwMZ8zgsJDCLdSCla+wXLKIQ64LLIeuszX/bWIAeQwUZrNAlAOzpTwmZab00QQ6vLUJWt8nFmK/WTEqy5jBffQnrSTQScrzV/bqgMWgGuDlknKKQhBODyUVJhAEgEtKCYbMUQLPiiRZ+RHTx9nZTdPUP+hZ08gf7BnWTGbuA1IaANh9mzZwcB7YQTTtidUSOEEEIIIa9BuESSvFaoJ2TVFMEgywptzfYA1G4nye+JkOL/+v+qRbAoACcrz8TSSAkKWmxyQo8TcMLKvYpbBWltXtNwR+dBMV9UhtUUurRQkRxUjuZFqNPL/gzgfXJlbjmcKYhgGElb17Jb7d/z3Hqhz4uYPsOC1ZvxaclVUEVxL+nr6nV8+piyYPIfs6AA+k0CfAYYJfQEt2PeyitH9PdlTNzt0lmrOVEul7T5OEidBoBKqJO65FA4V/0uamDBx1cG70sui3VW+nBxul+SgIxa6GhimkKFsCbeT/InFE0UtAwQhNPipgAI+eS+BI1Q+XQLQhfcLp5Ju/bpDDaT4Rmo2gFMjJcPW8dZ6hDg2l+ex80bKKCNIcP1fybIedxIgBBCCCGE7IzhLJGsdXy07HSJZOG4+41iGNk10nqOoUUw+T0XB+xFMdifm4RVLYJptAjmbH4KTsxFMAGCw3M5UMvySyyGbFAFongR5AAVkZAWbxET0q/P0XmlEiQCTNBJlHVZ2majgJE5O6fUsXuwfhpe2w4+s7yaEuIh1yqhwkrhGIscJlj+WANv8RUFstCvFcRLoHbZ7RRbXb5SftYAmc1C/DMR36yFMVkUiozkefwd3urK5u4GuQVQRhBwUIh/GvWCVaLKL0mnlL24Y0sFWpcSfSz00zCIm5ba8OJCFkOaIEJVi78hj2y8l67b+l5BHEMsczmWK9HKAt6qzYt4Nn1G6fBzLYiqPJFyQ408gxwzgK3YNL99M4uWmHqnUBPS6uLvws+9eCf5aa1r95Wy3l90z/CqFNDyPMfatWsBDF9Ak40E1q1bh3K5jIaGV2XWEEIIIYQQxb5pFVYUyyiEkdEzlAgGRKsv/8f7irJxsj0K8Wsov0TGKzlaJJAvBrYw4debutmafpaczmNDOwmWKn4nSCtLwWDVZy8DJRYw6kM0t0nuJYeioOE+iLVTBkmH8Uvj0mtMvBAG4vw8OoEXESFaw0WfWFGsCBGstmSzcEsI8+gHDUDNfqx4LM2AWtgkL4z6DYAThiy8xBktuMTyzcJ4EU+W9QHWOMnEhqWa8tdFsuL9usECZSXluW/x9rEu5klfrqMY8s6kImyoUj6/DQCTuVzPRMApCJfw5aud1+syApBYNIa6ruuXF4CiQBoPh30SbHzeAEDFQq+S9MJS3FlUBNGihZxe7qiXR0q8kjYi9/XWhO6+NkmL9B+ACOUmlqmNdUTOk2eX7JoZ6qCJ+6LKfYt5qhoPjDV+EwV3VeYrWNa45zd/fFWqRBs2bAgbCEydOnVY17S1tWHChAno6+vD2rVrMWfOnN0cS0IIIYQQMpbUtwrbPWJYYvVVUwzjEkmy69QSekXkyn2Fzv0XcZgerTyG9veVJ2qL/pMKTFUigfrsTjDOEgy+7hvvXFyJW2EyHcIzoXEGkcUfT5ZzWpmsS9wtROzT3rhqi12mEE9n6SUnZ6GhKlFFt+EgYmfJEkFrbRDBRDgI4kJBJIkKgy9HY5TYYYOFTy1xa1csvoKYocU5HxWIOBREOrWjo5S2z6s8z12cAWeNZwplF4yAbPwN8UVEsDQK4o0FlOFQWtMk8i4e6bLc2L9ngFqrKcKrS2ApkyCc0GVhfZnDC3tR1NH5kURI1YlabSAIY1BF7tMmYmLIkhCuTepEuRKd8Ve8+CnLRt19bJUYGq0Y3THXtlJBNSyb1XFCtIrOYPwyTKXeeYf8OjfT9m7jM8wHXMqymEYDlEoST98XeGE13ErK1IebyVJiWT7qa2EWlEWjrvc7iHpfeNJuywN7Xs7arwS0gcEKBst56JD1Wm+NLMOcNWvWsAcpxhjMmjULL7zwAlavXk0BjRBCCCFkL1HLifi+tkSSQhgZKVoEy/1sWCbIUUSx/ni8JiyP1KKYsiypJUHUshxLRZQoHAEIk1ZZJhUsb7xSEKxotIIGsXwRicSEibutWCcKwPu9UkJaEB+sCnIIsUuOZTBDL1sEwi6FcamcEq793NFaL35JugDnJ0yLFCGJURWzoRxcblZyl45yHncxLOb76IWvkJOpJZMWeyRd/oAIYU4ocv7Y3HUZcmuDpREAt1RTyiRUIuejSpar5oh1Nc/jTauir5Ul/VuhmKJvfROs0kTAM0GYMYlIqUW8VCSNEg+Mt9GzaX6J+GQyEeC0OFgjwlHrcvmWwYtTNohDIn5a3/Rcntpk11Npn9p/WBCn4M6Hylu1MlJ99m0G0brMSgpUftvQX6i6oERNcYGWSfIyJ0BlKCXtJeRdBhhbUoUm+e3tClW+J9dL3LSaGK53Fmg2R1yiapxgbPwLAJdPLq05DJADZQAweXWe6f7P1WL0bhvAnma/EtAquUW5kq5zlQ4+k0ZogDXe/9lwNxAQZs+eHQQ0Uk2lUkGpVNr5iYQQQgghnn1ziSStwsjoyHNxhu0m2eKDKXz3dTjP3QRQfotLpfLYFjy1xC71JxFiUiEgTtaNNUpEUiJYqPuytM4EQSMIMv5DVbvL45JOHUN3vVq6BWlL8TyThVYH6Hm5amo6LeLsPXzW+l5BtDbWTfgzH7Usy5K80/mWe+Wo4grLW/cMLW5VHSucV406apAUVNitEVIeCMvjpMwSLUdUIB+MlZ0n9ZJb+HB9GQAV5BXRamJki8szQ72KamVVlJEcdkd0GWRyvS/7LBZeIkxlIujpa0SE8d/DDpEmymOmGLeiEOf/s1byxFtS5TotNuRzXlEWXCKAKbVKqwrxBU1cOiqB2lzlq2SYXG9EAFMisgg8QUDzZaC1pah1oSTamG+vIiwG0TjJ36CIqRx312devTOZPP8kv03I27DRRUE0tCZaTFrkyho0FoITEN2OqbaMIIhJfmiL12g5Z0K5FJd2V7cx3faKu6nadCmshz7QdkJjQ4aGUgbr39aENwE27OsAAEEAO+CAGRgYrARhrZ7VGsCNBOrxzDPP4Gc/+xlOPfVULFq0iANNQggh5DXISB3nx2OjYzhWYTJApxhGdkawqpEJtK+sFa9yVWRiHKyN8iB+5dDXuOt2JnapO4f/426PiH6jxLm49ZYdVaKCfHZCkf8TRaUwiVfzdaRil/vBT2ZN3MVOfg9X6bYV9ZF0El8QTKI1lFwXLdlkl0P4uZhMjl2Y1l9jCuKXDUtLLaCc+CuLL7/5nvUnDEf4Ku4wmAiJiEsZrVhtSX4G0QZaHwllYH2KZNliEFSMv2dunVWYj3CufKzFPjXGv7r+DCUq+Xh6ocQUTtfWXFJPQt4XwpK+VItfJRVelmW1y1zfsqgMiTCky9ILXjZUIlfWuY3lkucxX5Myl/zx8393vhfifFkCxlstqXuGNho3Q/AhA/p44vtOWW6qpmGNs6Iz6jwDBB991gJZKUsC9nZ2rh0AQBZ928nGEfBWk9GyzCLLivHPRJoDbFjU7C0rDUymdJIK4DaH8G3MypJnH768yEIRG9pczCnJfNWzGKPOkXSqVAcr8vgyS6dFBGUR+eXaUin2RSI/u2/x7UAYFwAoN3MJZ10aShkaG6K9YCKg+YpWLlewYf16AMD0mR3ugVioGlJYkvlivSYCWnd3N7Zv345x48btsbTt6zz99NPI8xwPPPAAduzYgbe//e3+bQ8hhBBC9jdGYhUmg/ndaRUmf7lEkgxFUfyqeGGi4utlLkIFopCbu7VoqPhJeJ4XZgVVIkv1pFt+r1X/qwVcP9VLtSiYLJPpH0zJBB9M2tm8TyTgxaS4dK8YSW9tZWL84+QYsY1J+ComeqlXiG64jxL0jA1+kpwYJPG04foUv1TLqr4liE42LA0sq4TszOIrsVbRYpWJIkCO6BRerGdCmDBAnsfldj4d4nfJpheomIkzejWJV8JNyAULVSdieWjX6HopXyJuhQtNSJNYcxnjdpSUJCQ5rcSD8Lu3xBMhIvidU9dmuuMtiFvG6vBjpUp2bPTT6WC9l4d9Vn1e6jz0S/QQRZpQHJIPFkFQFIHRhvyuDi95Run8sKr9GGUrldQVvfzQWzFlgEGGko9XUickL61re8aLwTrPMrFkAwCTpf7cpE35RmkN/DJadY2vlBbAoF/OaCsIidZpjO4MVNsJyqRYIsbNASSiUoNDW1LlCYmerxPBd6HOW1+Hop2bCXklvulMg+S10Ze55aIqPzKTHrfQ9dOEvkZ8oCWR8WJ/bm3YZCCOX4Ze1r072a8EtB0DZTQPVmLH4QskywxKPvM2drkNBJqbmzFj+jQASEU2Jbo5YlXLGpoxefJk9PT04JVXVuPgQw5Oloe+VrHWYuXKleH7kiVLMDg4iN///d/nkk5CCCFkLzPUDnu1JqjaUmy0cIkkGS5DWXyJlUXFH694r9lO/MrDckc9dodVzvFrCDH+WzIBTat5PCBWEV6v8rqBzC2iEJWVDILcZZRzcmOU+KWmj0ocsVBiim+T7p7RCizRo+QE/1WWY2aQWWxcChXDhbfeKk68o2DghDG182VQTeJE1fg4hnZqTfSDVTO/baFfsepYiixx9cEGQS7PxfdV9C0mCoOIgUFCUUsdtVgoMdP5H5ehhcsR7H3U/E+XT3ServpGKfREHrAhvwxinDKT+ajrBW9Z6A+14UYQIUy8jSvrTFkoxbSa2ImilsASYmZjXujnQQ63nDisQpSily/eOi59RqR5Uf1XHSueq36rhZJWQvp9CGpJqAGMRQmxrQKZr6M21ntjVJtyeV+B8x6mlyVmgBd0TWp56StTxStkQfCsKP9puY1trljBQ1uSNhCt2sQiLlgu2jRfwsYLRuWhPyz9nxj9xCoZd8RE5usVDNLdOFUfIvVTxV36rhy2qh5LxEMZ+XYnVc9YZ3kmmwP45oAccWONJB+tz4fYEN0no5a3wqJs/AMg7MgawwVstGrNYx8hcc1rdTq7mf1KQKvk1vsdCF1DQCrYK6vc8s2ZMztqLtmMTjgL1mv++8yOWejp6cGq1atx4LyDqsIvWq0Vw3810tPTgy1btiDLMrzjHe/Av//7v+Ppp5/G4OAg3vve96KhYb+qRoQQQsg+CR3nk71Jdf1zH8QPk9Q17ew+twjLpSqA85nldQpr82RyI4tCgqBio+FGWo3jDNdW/xQwUHU2M95fUBb8aGXiSF7G7l4Zk5fuJjPpvDE1BfN/TNSZCiKYtEc9WfQz+6gBSL7KRFjEC8QJNlTe+hwPgpcE64KoMfeBE6K0JqEFNS04akE9+NaS8HM5IhPXPBaOgVtyqMtSJClxTG/ixN6dJomXhKpCU7kun6TfsXFW7epLkrlS76pKCV5mCVEWi5oo7nvhJXyXuRxgEFfUhKW0IV6x/kTxMQoTvrgBk0E7nDfqehUaUChDsW4ToSAX9S9HEC9dfTGw3nwylzqTS36YpEx1mwEQ5rtSvqGaxlytKUaGz8o6S+p1NNDL3KJCmQ9b8VNlohkm0vyo5FEEs8E0EF6wkuWYNjjyl10XrXHrOk0en4fGr3EU2cogbUvGSF3yvZkSDsNpufoT+jbJd+vqeKi/vm2JwBUqQJrOUEeMcX7u5DeVn1kp5nhmlUBnADSKjaFJy8tnV6ZExNx4P3MhA2IkTIbgqF9b4bkFz9ESNpZ3oe9RFSosac1Vx60Qf3CyWYdOtLYSDPnk67Vrlv6EkmtAxZ44y0zyfNJ1tLQXVsTtV8rHlr5+mNIASplBqSFDllmUTMl1gJlbVyz+y6bPmIn+Qbc4vih+Rcs1uAetx1qLA+fMxrPPLMW6tWtQ8spz8INQw2rNhV8tqL2arNZeeeUVAM5H3LHHHotx48bhX//1X/H888/jn//5n/G+970PTU1NezmWhBBCyL4DHeeT3clQYpcWGOKugfGz1LNQ77y4UlG7CebKGgzIlfN7tTOkn/XGMOSm+v4xviJ2xclUFGUBg5JBsLgqIXOCmInLDEUMk6VosiQoC5P01KInxtGEOBkl5MRpXBQpJC+0hCJWYkF+sNqKLia0WA4irIWbJaIK0gMqj8QKRxtZiC8wZ0kUfYO53/z9VQFI2vQufRbw1iM2zsKN6oeU4/rE4Amx3NwFVv2oYp7Mk0Lm+Xxx0paFEQ/4UXj0DsmN+j3zlUXma2J9p/SYGv1ctTglxOWLSMslpFHEClsoJ19HrYm5atJ0ylJPJ1BaaMus3FrYPOarM+Kwfpmxejb4ExKB00ZLNp2qkEqDZIOC5MRQvDZYO8bA3EmZZDJ89sZAw/JL43PGSji+KMSSzVk+5bEOAmFTBAvrfNT5CiV1W9k2SQiSOzC5kerh8qdi/SYWshw07VNc1fU+Co3KgNwGgU8LVpL+WMdcJbM2L9RnsdiKcS8qOiZzKTLIXJsCXH339cutwDXB+sp7LvTWoL50rA9BNAMTn98WgJaF4rM6Ws5K0jKVVqtVeU8pKL8xdZkaH8ixkhe0JLmSRVJPpc+VMgqtzsD7hTMxuBhdwOevsQa5EsekXernlVH9kN7soVKOImAoc+u+l7mJQH22DVRQ2jEYOlURw0pZhoYMyLIS1qxxO3BOO2A6ynmODKJaSihp51oU1zo64kYCTY1ueeLOrNasFf8L9cPeX63WZPnmgQceCAA47LDD8IEPfAD/8i//guXLl+PHP/4xPvCBD6ClpWVvRpPsJyT+BcirgrVr1+KFF17AGWecwWXd5FVJfcf5ahIaftt1MayWVVg8hjCwpxi27zM8sUudD+utupQFURh/ihwSLbq0oCNjU+2/CIgT+1BHg7Bi41Iij1EfZDoVqmAiXPiJWClOutxKNCeIycmlLL68hok+qIKfsCzx6KSEJ+snWHrZVbWcoNOtX3gXlzVWiUxFAaNwnp4463YoskWcJ6oJqhdRALcsNZSF+EKCVwdMjlxZeImIJcJH2GkxZkNxloFqvKzhBQxjC6fZmLkyMTZwqogsx8okv/X9bB4uECs6WRIn2oFxBQxjsjCxFqfoLoysZh+l/YXF/yXMGGejf5PPGaJ1D5BYFNby+SVCTC4Ci5f1rNshIlpDWhtE4yiMFcQbVYfUt0KpRDEgWKdBR0vyxiY7olqfwVIfvK7l75HBwi3HdDuQ5tF3nbeKNJn2CWdDDuc2lpcYhyS2PsXi8RGSVOh+RdJstUhoXS4DQMW6FWPGdzraWX9uEATCoJFYJGVsleiZRifOIWQXWMk3d1jns1FlZMM+GQZADoNg6WSykEapt15l8L7l4nXiOy3ER+qm9c9mrfLq9ifZpr7rn5LD0u/5iiJilVsmaaMYhRin6Asu7kZrwreYCGMMcluJNdO6PlnyK83ywusE35T09gi5gVtWCYuK9Fu6X1YJLVrMSz8V9EvV17o4FzOt+pv4RtvT7FcCmpgcZjY6Ac1gUcmAAWuR5wPo6nIbCDS3TsWmzf3IMvfgzkoZSrAoNZRQKhklvolJoCuuqdOmwxiDrVu3YkP3Rkya1FZluea2hpXOInYoyQNcPdAdhcfefmS1JhZoc+fODb/Nnz8fl1xyCX7yk5/glVdewY9+9CN86EMfwvjx48f03gMDAyiVSpyUv0ro7e3FTTfdhMHBQVx22WVc/vsq4X/+53+wfPlyTJ48Gcccc8weuae1zuJ4xowZrEdk2FRZhakBnRa+4uR6LKzCUFMM01YeXCK57zAasStOENx/InJpy6G4iyCURZcsiUm/515ZydUxOZ4rsSsKK3ryXkOIUp+Ncct6ghN7tWTNmLjTnlvy6M+HFyeSOhqXwAHRokVPtozPz3SHRavyyLfF3IZlRsVxdL18rlUeRfTETJejgVgIuSlfWKXllQfnakecV8f7WmX9ZX289BI89yfOBMN8Ocw16lFMSJxthyCl/wh9iPf3hDgRLhnxBuX9QiXXSn/jrWeAILAghF2Mg2oTVb9G66LkKhF1ZA6VpRaC4vMrWNlkcWJujPEil7fUkp3+LNxMUNpEJQqMUgeqBOYQcT1z17/X+FwUOUysL3JeLuKDP1HEKxdPq0QLJ4a7j8ZvFgBUbJBxXF7IklrrrjOV2BeJyOSKuBIiWIFV88xwMVBxGWJVueW5DQJJjngvr+3C6Gehz2w5F4g7VwYfZapyF2t2fM6l2Rm+W+8zLohhqUhlEa2q3PXRB6EJmSF9l/sxsway7wKM1CUbBF33m7uBDUWTtlNJd0iaL2LXxg3EotLChiWU7ngUuSRB1t8kxgNJG9ZVMGmD1gAmC+UjcbcGKEkl8NUwM6raqmdVEK4AlOX+FmFs46JmkjqiSZ4rBkHsDJFH2ksUn0GhX6iuKmFzAaM7iJIKyD9XRFzO/PNJrPwyG62Qg2VjubEqDbub/WrWMTCQo6Xs91spGcBWMJgDqOQwMOjeuB55pYLGxiY0No3H9oHBKEyFAiu737IMmbFuOahxfhEaGjKYLEP7tAPQtWE9Vq9ajQmHtyZvfgURvbZv34amxiY0NTX6N2xRXMutfmsxAqs1qXRGiXZm7wyqt2/fjvV+V1OxQBPmzJmDD3/4w/inf/ondHZ24sYbb8TFF1+M1tbWMbn3li1b8O1vfxsdHR245JJLOKnYz+nu7sY//dM/YfPmzQCArq4uzJw5cy/HiowFGzduBOAs0faUgPbrX/8a9913H0466SRceOGFe+SeZN+CSyTJWIhdrn5E+SNYfsmYTYUTJ+pxogwUrMRk8p6ncSvEwk801AyouNOimkwAYhRh4N4XKIsuqYXi78udhiwsezNxoom4PC7zE0+ZvBpgyN3VQzqDjyVloeOtdcqVuKxG2qNe2lVVFjXaYnEJYBS383AvwAK5QSWUgZt85jDeUCqKkrnfSVLG4zKWtyq/ZfKnF5PpqWGYlFZFFrEjKEwe5XptAZaVDDJxKq8ETCCWVbDuMAhWJZmkW+9qZ72/JDHRqlF1wiRWxT7+LkekFqoUByEjrqAp9mtQx8KyxDA5N6EtuF0WcyeQ5rIES4wgDGDLSCb8VguR6QQ9pht+Um/SgyEToh81LRiIfzATxNF4XVHcFOselx9+SWPu670v1JIJkkfajq2y35P5IHxd8LEpSzxUmYnvM5uLqGFC6chdculoUGw/vu76+i7H4zLD4plwvsN8vIqSiJs3u+OZ3MikYUj+RaHLhHmrj27cBEMfRxR+MwAmrD+M8+csCO4+PcFUVQrU1zuT7sBa7EtjXZc4mVAsXr+NzwPj5WRjovAaijHuRuuj7mIv/rxsCNoLbb4fNLrfCA+P5CWIREtOkXOkrRiI5aReBotCmVpUL8HW/ZmFKZQfYOMyVgDG900hQWnOIT5dVLfnO9AMYvWq+jX/XEksBpMQjd+ZFKEMJN9Tq1Tl/9460XhQrAz9M2jr9jL2NPuVgNbV04cB2wBTco4aS94arDFzglj3hg0AgCntB8BaYLBcCZntCsO6wYZv1FJZSgZeQCvBGGBq+3R0bViPla+sxpx5B7utpw3g/KVZbFi/DsteehHLXnoR69etxbRpB+AP/9dHkGVOQtXiV7LM1P++U6u10OrTx3XRUi1+330D9FWrVgEA2tvbMWHChKrjM2fOxKWXXoof/ehH2LBhA2644QZccsklmDx58i7f+7nnnkN/fz9WrFiBl156CYceeuguh0n2Dp2dnfjxj3+Mbdu2hd96enoooL0KyPMcvb29AIB169btkXs+/fTTuO+++wAATzzxBBYtWkQ/jPs59ZdIVluFxWOjo9rqC5BJYa3j7rfd96x9LTCWll16iCThaMFK++zSPonkHn5Y7sMMN6wWIeRVPIBklzNY9bkwWvPhBD9O8G/RlWUXEIWKLHzxdTFDOC/zJl4iqmSqnoplGMJfqcuxnuo8jxsB+DGoT7w4/Hf5WkkdkYc8R+J3S5dJCF9msFbfz1/rrze5OJsXiy+/vCx3E1ix5komlPLHpPdPJ3eFCZ86teJtaBDSKBO7OCk3fnKfiFolKTsT8jxTZaCdxsfJIqTiuDmD/zFOmGPfFWUWG2KeaELe71YOX6YqieK/OZS/6re0ECLfXT4XciuUrY9F3NYyzFGM1BM/bQ+WYNIC/IQ/yX09eVfWPLENmqSuOF9gvi3CIq/EpOZ+R4pi/xB3VzQ+NvEZIpYqSm50jTwT/1Qx7nE1EUJJGDF+qNndR19nUBs36P4mhA9ZQhvbdoiZ8XVfBBoprJBHWfDtp7Y3gOjbVUYVBkFU1QJoGvNQLMFvuHb6L/7eRCgJorqEJ+Xo20kU22MfE5aKAs7/mU+AExhV3yCRKlrP+UYQnvcwLphKXuhvrVqO6u9v4me5dzBoCXeQ/sagLOeqDjyJja/bkm9iiRZTrZaPxhyGtBUAhX6uxrPCh5H5+maCJifPCFMQnqyqT/KLTdq9q8PwZSbn+viExCCUaRB/w7NO+SRE+gw0cBs66rpasRblsJmF9W4FclWG6n9rgtuBmFcp4Vki9UX3J/LJxiutBfp2DGJPs18JaNsGKsi2D8a3ZcYp3/J5bafbQGD8pHZs2TaAUpbBZDIA8W+h4NfxVwDYCnJjgVzMgV3n1DJpKgBg1erVWLtpB2yljK51q9C5agVWr1yObdv6knh1dW3ACy++hHkHzYdB5k3egTjIQeyMTFTotbgmx2pZqlV9B6CbYHX4Y2e1VvR/Votp06YFEW3Tpk244YYb8LGPfQwTJ07cpXsvW7YsfL7vvvsooO2nrFixAv/yL/+CgYEBdHR0oKWlBcuXL0dPT8/ejhoZA7Zs2RImaXtCQFu/fj3+/d//HYDr3wYHB/HMM8/guOOO2+33JjtnJFZhMgjanVZh8pdLJIdP4iDb/xeGwDaOPuqJXXGHv8KyoCHCsLqehEmW9csX/aSsOOhW4QTjLakHNcQVPbFIfWrF08XJvDGZt56I+/PJskX3OU4oqyx2CvXMmPhmP5yvw/EfZGIYYu4nKRJ7LRDmIV+cH62Qfzm8ZZaFFSHCKqseW+0vJhh1KROOsp/AhPKw3grCeqsuGyfF4ujZWjgrKW8dEmf+NliUhKQndQdhAmeTHwuFY2P+iuVE5vNZlma5FSYxn411k1J48TKTcEomVD43Ac2S2Vme+/IwNvjn0ZYfVixg4iXxeu9oSUSZWOaQGCDtgmJdEAsr59MqTrlD8Ll48UL4PSzxNYCYVlW9hJAJp1cn4xLDtKWEya16oQG4SXKoGxU9Lc5hK273VWtd/ZNlr7oYE6lQ5jMSF6g4GFU9rI3+pHR9sHEXyqrZt9zFqY6+TeQ6m/1mBbJsUS2DM95xvDEQ9UyEriz2WG6uaAxMSYmYNYSt8FeOiYhkJG1yX5Okw1jpU2JPlsnc0YeX9CcwyfJqAHHZbG5h/THruougnwQrLdXonCYYa0RokaEP8F8tMFip1HxWSP21hTRJvFy8bQhH93HRqs0lJmxWYJDq50b16V6FNHmsS5I/0tepnlu1phjx2ObULXxHE3PDBDFRv1dRepSq8LHeuuqkQlF9hQhYul+UcHIT4x3yUhpHEH7jUv9Qzy2Q2xzWZNDr0uVjyDmLsHRepyMkQ3Y6tSrHVGcR6lqNNqjRY4OQRp+HSbqUgO/yycblsSHLfF75ApD6khdN+vYA+5WAVgqVzQv/OTBoY2ezeWMXAKB5wmRs3TYAU3LHMgCZX55ZgnFm1MagVHK5b30nmxmLSg60TZkOANjYtQ73/uo/0LVuFfJKJcajoQEHzJyDjjnz0b1+DVYuew6PLXkcE6Z0oKnBoJRlKPnBVxTHYiXQ/iSCKb1xQp/8LYprgFQ2L6ih2notedp5pDMvWq1JPHZGLf9ntZgyZQouvfRS/OM//iM2btyIxx9/HGeeeeZOwx+KPM+xfPny8H3FihVYtWoV5syZM+owyZ7n2Wefxc9+9jNUKhUcdNBBeN/73off/OY3WL58OTZt2rS3o0fGAC2Ebt26Fdu2bRtzX4jCjh07cPPNN2NwcBDz58/H3Llzcc8992DJkiUU0HYDRasweczUEsO0pdhoKQpdRTHM+A96gPxaF8N2VewSnz4WaXnWu16Xcyh7m/q0UlOvwvU2ziEhA2k1uSgO0OU/ERbg6kRmZMJj4/KewuTHAsECJKlbMjExqs5B7+YYbqziVLTy0uekooeb+8WZX7orn39hqyakTmx0KkhFWSo5/1xxeai0Q7GACWHKJXmsDxXYsBRVltiJaCgJcUXvNtvK1bRZTwyT1qUmhRX5kKrUQUxMlvGI4KBEgKJViwHCZLWUZS6uxo3LpdxLweIlCxMoEfXihNN9yJPaJxnoS8ogLueD5IX/pmaJrhor6y6ZyInFjp5xJjPduKwM1jqLDcjU3ai6AC/YWoikkMvs3CLs/hnbWyyN2DfbKJ7622tLQZvnsLYgcIUcUf27zw/ne0ji4y2t1K55wdF9mOlDN2QYZS/l0uPT7o9LnKVMg8WhfJZU+jlTVrGhwYmfN2uMN54wSmSQMP2Sv0Ztnal8KPs4uyVnJvnNzcvSPhUiBnpRTeZTuteVTRdKYUJv/LJG45fqSumnaZQiDblrbNgN05oYv1QbsN73GlS/DdhyXnDu7+9pY9pc/YgiS+xgY0cvzUDKOH2mpM/mpImpbsBFOuazNTYVkNSl8eVD7J+h4hCsPeHbQ4iTzNtjr6WfHdVRi9a3uh+3/r9gTFi80OonmUXZxjoblplK2tUmFHK+PAvD/9bGvilY3SK0ARGwk3DDy5HUErOYXtk8IWZwsT7IF5MciW3RFIrVpn99ByMbN8hYLORVODU2ENevSznZ5LhbVqqMijIdI/2cjcFnyQMjHqs07Xk/6fuVgIbMZXAJujNwXyqVCrZt3QQAGNfW7k0+Ecu/nANZ7rdt9f4GfAeclTLA5mgqZTClDOMntiIrlVApD2L9mpcBAC3jJ2B6xzwcMGsupk7rQNbQiAxAy4TJWLnsOaxa8RLWd/WgqbkFmQFKpQylLHO+1jKDxhJgTIamRm/6WvKm/OJEMbyxQBS84B/YWRTYSjLAKGXOd1tJuoY4SBuO1RqQWqm5gUpqtVapVLB69WoA9S3QhEmTJuG0007DL3/5S7z44ou7JKB1dnZix44daG5uxuGHH44nnngC9913Hy666KJRh0n2LEuWLMGtt94Kay1e//rX493vfjcaGhowZcoUAKAF2qsE8WknrFu3DvPnzx/z+1hrccstt2Djxo1oa2vDe97zHgwODuKee+7BihUr0NPTMyZLx1+NVC+dK1gnQF7EVB8fLUUxLIgQZqjjZujAXiXsitiVipnqe51rqydA6edkSZ7VfwrLKuSYX3oXJj/xUJxUhemgiWMtFZCJo+QwGQ+TPANY66UHFZaeKOmXgHryGatP7XqkRRCZxHof3sHKBJD765fhcRwlWWHzOMbK8yBpucmPn0G5F515EDSK+R/ELajxGuIkKCxHyhHesif1QmW8dlcjPoZ0mcjyRCcQpPmToZTktRYZAeV6yP8mu2gC4i/IHRRLMG0NI1OhzGRKeDFxaWcy6YppCZNH/8FNWE0UF20NeSyp+LaqzwsTy5DrMSwYREsYE5cXSj0A5IMJO2NC6oxFyCytTeTa672KgiyZDWf6uiHLycRqUFtkWpvD5gbio97d14bJbLyDS4g0uRyyVNAdLhkVj0Qk8nlstIArlQ6hgokVUPT1FK+XOub6eO9bybpcjP73Yv9vgWjh6ZNjQt1yE+ssSyf08hwJZWpU/YTyM6Yn3XJRLuGrvkT6F5+QkhGxWnZizIKooorZpz3O22DgRXFVr4xFXqnE8kQqjvhUBkFHggrimCZkgruyUHTwUfbflc88E+9lVKYYA9hgFefuZwziTqyQdEqpFaKUI+l/VKa4NqAc7ecFv45ajFKxgrTz4JJM9wk6reF+vtbn8UCx58+DWmwlpcGYJcQnB2CCiSmiaBxvY8LNETa2kCTE8tZlHEVhnZPyXYtsRonkIVmhTAt5ZOJzKYjOPtCwOYJ6OxXGWMGpovThMV6pH0Z5+aN8oflLw06kmkw9Z+KpsejkWWTjWUrvDOdIGcvzVv44US3WQWko+vkWXsjkzdjT7FcCWrkCDPhlrqEC+EzeumkTbJ6j1NiEceMmht+zTDov2arYV3K93U7FGbz3lyvITA5jgHmvOx6b1q/GlOkdOGDmXEycNNn5MWvIIL7QAGBy+wGYOGkKtvZuQucryzDn4CNQsS4sk5Vh82h6K/EuiQVcZvznDI0NGWRzg8aSCFlqFw5d2SANQ343KtwMpWD55nfYUQNtCc+9VLJJmIIMUNesWYVyuYzx48djypSpkJ2U6iHLLFeuXIn+/n40N4+uUsvyzfnz5+ONb3wjnnjiCTz77LPYsGEDDjjggFGFSfYc999/P+644w4AwPHHH4+3v/3twV+CiBwU0F4d7CkB7Z577sHzzz+PhoYGXHTRRcHKbf78+Vi+fDkef/xxLFiwYMzvu69Bx/l7htGKXVEYQbTMkilUYW6UWGUl98CQ96gVvzB31if7somOtuP94/BJWR0ZNa5AOtGMkxgTrG/0JDZmkjsniicSiThBB9I6oydI6VA8BpqKhzLMdgOZ8NLdxPqe5omFrbhBVBC5bAxTlnvJS0YneOXJZDcsD/HniXwT2p+eOHuVQ5d/kWDlofOgMFEUB/8oxfNkQiRpDW2uIAhA75zpFY/MwIVl3ZSplPmlTGFCFUWQUH4h3PifzfOkzGV8LWUh5F5wcuVUicdsOoG0qr6KlVXwgSZ9nVihhbKL5Rx3D/SWEVYsuwAVBLyZXZzLFeMLOa4nyDZYfeTWuqWxYj3oY2DzWAfDX++cyeZehNN11BerpEOce9vwHWE2mfg3NogZFyadeiKZOfGjFK8p2Txta4hWO86SywtVSjWRsPyJYYWP7BwpvryNn8OEFhn/C9kdbPzUUmgpOufA3SfUxPI0kEJzGRXaSDjDixE29ifBSk5/923f5L4+lIzfyMAvT5byk35E1RULeGEzWufU6ptcu5fOEKoOpyTCm/8h7MwIJYiZmK4kO63xdQrxXj7usZ2INZQNrsfEcklkyNBLiRLr+xmpy6H/8f8XirSqn1JneWHeIHU+b+ILASsikgnPqmB8CUCbeeQm5qnNLWTRsrVI1pCKg37xD6i6mNgYfS7HWOl89P29TqDO9sKzpNiZZ35hb/xV2rv7VXyuw4QVxchgvBGQjS8VpNP2H6MldHz7lKWFE8oixkXqf1pPRYDSZZ2cZWo9R8LD033X9zJ+uXzBvUFWOCf0SVBhBNG28EyxNhlr+KwMf2SJri5jQerPQP+el7P2KwFtsAI0+po+2L8NW3vWo8//275lEwBgfOtU9A+6ErCAMtxVZpv+4Vwq+YeC1BXvOyLLgJkHHYWOg44K4ewoAwY57ECOzLjCzhpKMDDomHsoXnjqIaxe8TwOPOT1sNaiwTgTdGSAzXPkNja0wYpS2VULaPCmvqbBLQEtGaCx0W1gkGWZ3zQBWLPqZfRs2oSjjj0RpZL4bTAwg4Db3hhhECSNUazLskycPzqt3/oBQhjU+AePgcHy5c7/Wces2djeX3YNxxgfHwlPNlhw6Zg6dSra29vR3d2NZcuW4YgjjhhVWYuAdvDBB+OAAw7A61//ejz77LO4//778Y53vGNUYZLdj7U27I4IAG94wxvwlre8JZlQawFtOKLs/srAwAB+85vfYObMmTjyyCOH3N1sf0cEtFKphEqlslv8oD333HO45557AAAXXnghOjo6wrHjjjsuCGhnn332flWfRuY4P/42WsIbST1oQpx4hO+A+m3fz89dFbv0ErlcTahQdV0sr+p7Vd+jTozD/9Fiwg1MwkRb3dMN+P3gVpVVGNMA6k1uGJ4mA2yZuLmJiMzUJRKFGV6NOMkJ4lAd1s2C4+lx3AVYv1TM11eZoOY67OjYXZKnl9Xl4kRHTXbCJkyIbSevxDZRgQVsXm31AYmL1AeLPA0ayWRPJgMhz20ibjjxAWFSYmDSCY4xSpRywYs1DSDjM3fEeGUiTHL8fZ1oYVEK1gAmHJf0OhEsTn7ET1PaZn25+HSH+mp9OhCt6IJg5cPPEfPLHTCJhUSsNPFeSb2VvzaMwCGhaSsvqwfmYUJrg8mOTICtX84nliVSt5yo6dOorCrdxgUIcY7LXn0btzL2Vem2UE6xaqTRerHAqGwwhSzxhS7FIDsaVp1T61rEZUphya0/z02SpYwtslIWJp/BMtS321jHgJKaAYe+Pdw3FaO0YKWm0hAFI+ShrmM2NBW/hFnEQxPmGDaUO3wZApWyhKvXyCgLVXkuhvKS33SJSH7IV99WLWCz2Cfp5qk/hC4vWKLGfKiNRTqhj4KXpFkyLOSbvy4L+WYTf1vBSbovnNA+VcSlzkmQBvBLnlVpqTIPd7UWsmxTzpVv7vnjnbrHjjL4l7NKWJVdSKU/k3IIlobSL/k8dFaFsb/RlkbWuPAyG61ztYWWRCQst/SJFoHdRzOmW4lv1iLJE6ktusrGPixtx8USN/Cir3ohgcK5YtEbXjpJWv09wpJDfUtVbrXurYUmLX6HKhK/orjzcnEjFNSoE7peqvcX7ruBcoQYyy48A/JqK0mrL7HuJPeMrYQ6LiUkmycadW+rPgNq3Avlr1P9cdfG+Nkc2Lol9U2/JxiVgPad73wHf/M3f4POzk4cddRR+OY3v4mzzjprp9fdd999WLBgAY4++mgsWbJkxPfduOZFbBjoQ1/Pegxs31p1vGncRBww96jk7VbVxqbqmT6oDkqnoCtzEN8yAF70MkY6lxhA2wHzAPMwejauR1dXF8a3ToYxORqMN0HODEoyYDPSTegexyK3BoMW7m1x2YWbGQPs8KbxmUHflk145rHF2LDW+SUbN2EyOuYc6I6XnO817WcCsMHcPg7uTNydw4frBDXteNU9pNesdveZNXsOytpstYA8m0WkO+igg9Hd3Y3nnn8ehx72OiXmmXA+MPQDamBgIPheO/jggwEAZ555Jp599lk88cQTWLhwIdra2mpeS/YeeZ7jv/7rv/Doo48CAN70pjfhjW98Y9V5IqANDAxg+/btu81f1t5m6dKlQUi85557cPbZZ+Ooo47arULa4OAgnn76afT19WHatGmYNm0apkyZslvvKQLawQcfjBdeeAHr168f0/C7u7txyy23AABOOeWUKl9nRxxxBG677TZs2rQJr7zyyk79Ne4OhrIKk9+SQYFMCmp3p8NCC1+mxm/yPRXLhpoQ7FlGI3aFCbP6PUyudHh6EBZuULxPdfj1SCdBOlA9Ko7l6cQvedbJ1MCdZ2TClaXD52qhS00CjL59/KQtd/RugjKQCSvI3DZ6cRoRZxlJkpIBqQxRapSJ5HmY5AEIVmFiImCdFYGe/LvJr7OICWJHsE6IbSfYSeR59H8MRKfg1gYLozjbFaflOrN0zGKjMHDnloy8+ZbfjZ9sxGBLkrcyhlETwMyrnGGSI75rEW6VlGNmDJApH09wLyStjrItTiJTpIzk/ErupsG5zzfJkkRwMH6qnJvEgMmqvLPWC3mQCVRskzqbc5sH4SvPQ4HBZk7wtH4mZb2Tt4qUgQUqYYYWd8/Tq0Jgo08wCQfW+1ozcTKdtGs1npf0Z5lKZ5ixQ+WNT7+v2MnYVD0mgwUfAJiS3CRMUiXiJoNz0g6DUshvNS52he8m2lbVhfDXhlmxkTmCml2KaFyc8IZ8UFOJkD5XWMj9zoWqqEI44izeQjaEQNh105WpRQ4TxSikdc+ViUnLI+lwd0Kof8XnkrIHMvHULHyKaQyijD4RJi77MjrOxhshxv43rJ7zFg2ZMfFs1VeIwGX8uaGPLwg8QOxPdBrFalTnkfZbZ7yVVbDOCv1vzKsgQvoO2mSALet6LUKU+z/4tjQ+5aoNhH45cwJW7LNMiHa8d6hR4dkQi1cJ0uoZqOMdT01fSrkb+rCtqga+TDNdWeXnGkOY0O+q/lmTmSyIWHE8ZNKwVJuVuwZhTNpwVVxMIgrC57OuD+H5om5kfV5IFxK6Rcgjztcz/1bP5ZBfOu5N9iTLrT8v9zteJmFJm1WFmY6d4tJ1G46pEir2sQnWP4trXoIY88KPcqzO4Cvpw+r8mCcHgcFyBXuaEQtoN998Mz7zmc/gO9/5Ds4880z8wz/8A84//3wsXbq07sRl8+bNuOSSS/CmN71p1BYKq557CC0tLf6bwbjWKZgwebr71zYdTS2jn4jbGn9T3wcRU/iL0nhMap+F3q7VWLX8Rcw99ERkDUC/P0m65LBhQMmgwZQAk6OUAQ1Z5v2EGL+DTVxCYK3BwMAAlj37GF556emk4nWuW4dxbdMBvxmBsUBDQylYmZnMObU0JaDkv4vptvFqYGa8CWbJ73qi1sWv8f7PZnTMQnT2B9V4fQftB07yFm/OvPl45JGH8OKLL2HLtkFvARcHBnpTA3evtBNatnwFKpUKJk1qw6S2yajkOWbNmo2DDjoIK1aswOLFi3HeeeeNtqjJbuLOO+/Eo48+CmMMLrjgApx00kk1z2toaEBrayu2bNmCTZs2vWoFtK6uruTzz3/+c/zmN7/ZLULali1b8OCDD+KRRx7B9u3bk2NZlmHq1KlBUJN/7e3tqj8dPSKgHXbYYUFAy/N8TNLX39+Pm2++Gf39/Zg7dy7e+ta3Vp3T1NSEI488EkuWLMGSJUt2WUDjEsnISMWu4KxcTQBCHqpJmM4vqwIqhlf8vDNM+C/9LnkIxKUgaq7kz43PNyM3Ds8pE/Ki1rK25D7p3YcgTqLioNr9ZwEvfrlBdl4B4iwuV+cW8ivkb3VeuzCjWKEH1nG3tFimBggWYeEmPuP0gD6mQaxD4kTLiD8cP5GIzltinMRhtixvsXCTSVkZEPYWkIO+DKJ/pWjNH97qh8mQ8TF1he2EDPdf5tNXCq/61YZOPq1617tQmrqCJeU9dFknVg9Qb9/h367nzleVO2b9fFLGVjG/wgTYICyj1NYW6TUurIoXUESgzH1Z2HKsGyK+hf/VDFk+BqMuH5i0n5AGG/2F2Rgb1QGoegUpO8REFVtOUuf8vfwpmbrM+P+CBYb4XrP+dwMnNOTw1nm+7cryI7+MteTrkrVuvAwDGOvG0bmEaxGsBSX80DVJ21AzVPmYA7CVHChLHkjbiX2K9WcmorIItDZafxgRKuHah2Rd1DhUvxzqp6rBWiRXBVPsYmNOSUcZyzF99MiPxXmRyJm+zEwakygyxZf7eqmZu21q8VM1nMicRZ4Ia27TCb37aKhtYSljMQFieRzqpreuccuAVU2uxPBC32rjroayiQCsssQx4WoAVr/bCPVANQ9US+fRJss1u7yqLPT1umHZquN5cl3S/lSWRAFNWTQp/1lhN2L1n/PRnUpMesk5EC2g4osjhLFN8TksBiGSA/IsjruMxnosPrsA12cEwdxEy9+kvsa3BvAKvu9TC205uC8sdETyTLLRUt1IPcldGVmbq6JwcU58nkVvAKoE0k+12mTVMV3wSbUY6sqYEdaqSgLdf6i4WcROVzeSGvE16ru+zACq3kse++dyzFLVEkx8tlsxWjJAScKMpnkNVsrcMdiwH2wi8PWvfx0f+chH8NGPfhQA8M1vfhP//d//je9+97u47rrrhrzusssuwwc+8AGUSiX84he/GFVkJ06ZjvaZ87xgdgBKDU2jCmdXsYW/ADC141D0dq1Gd+cyzDjkeJhy9eRRVV8YlGHgHgqZqcSOJAMaG3yHlFewbtUyvPj0Ixgc2AEAmNYxFw0NjVj7ykvo29KDcsVtYW5yC5Nl6C/nyOAc9UrnJ/1fqVRyQprfNKFUcv7c5LjJ/FtIY7C1twfbt29DqVTCuIlT0btt0JuhyyYIrvJmpSjWGWNRMiXMmzcXDQ0N6Nu6BRu7N2DaAQfAWqN26IqddnxrEEW1l156CQAw76CD3HbZfsvsU057A1asWIFHH30Up51+BsaNnxA6ct1Zh7DDMfelb+tWvPTSSzjmmGNQKu35xvZq5/nnnwcAvO1tbxtSPBMmT56MLVu2oKenB7Nnz94T0dvjbNy4EQCwcOFCGGOwePHiIKTdc889WLBgwS4LaZ2dnXjggQfw1FNPBT89kydPxuzZs9Hd3Y2uri6Uy2V0dXUlgp5w5pln4s1vfvOo72+tDb7s5s+fj8bGRgwODmLjxo2YNm3aqMOVsG+99VZs2LABra2teO973ztkuz3uuOOwZMkSPP300zj//PPR2NgYwoiDGfWG1P+orR921SoMiH1ZsU+KA9T0uPvN1A5shIxE7LJqcqAdX1s3Mkz8QcUwYyB67KbDHQnFeXPal8d+XNLmxk8GsCYIIEimaYD4J9UTfDcukyFcmvfqzorClEbSrAZ84c6hPlm/Y54JA82w2xnghSWLHLmM292A0sqgOw5ao+8tZenlb5zreisTORm+5nkoIyuZ5weZ1mVbmGPDInEmL/UhWHb58wyiw3PrLfGTWuZnKOnb7xiutvRJs9dNcHIDmJINu6Vb45Ylxp251PNcJtR+zBCt7QvHqmWDtLIN0faMv5GeDPjZFRLrCZ+hMlGy1vmQsta61QlKqDRw4x7dttzE2zrXHlKF8ihS5RUbLL2s9UtZQ/m7JTAGRoZF7hpZgolYL4wv16KPMZvbaEGlpuihL5SZp1V9glyfmAQCKhg1IVazp9D3yYQ2th5ZWSHipoUuJhkjmsRvD5CKMbLUtuCnHCaLS33d5DvzFlfWCckVJ2NVKi6gMuKytuBAKiwrLLQTZZ0X8svnu1jxGROPWe/ZPsZR8sctiYv1KrYg3b/GRCFMvgE/LDbKssnK1DRmYRAd/WzVGuuXHLu8Df62jIiJSCxvSnLfMK7WbTu2Ob3ULgoibmlgKTOwvt8wav1xbqXuxPptdZ5Ke/Jpq8hSXPWCK5aL1J/Y1pLnUTie/KSztur70OdUP+hkh1NtGqufHTBDGWS48zLEPAec9W5m0hiLP6niuMIAXnBy58YN6NTl0q/KXa3yOVWcM/k3Ccbqe/v6gvgckQ1EjPiek2otLyuMazsy5onV25c/clef8nhd+nzVOR0PuN9jL+2rit8QJ14tdcnaqiDCtbEEkPbxNdA7RVeFMuSFhRoTbpWnaYPqSwHfpkxIG6SPU8+u2Jf4fsTauBRYciiJl4WVNm79Nb6sfImHtpe8RPJPkxiqtD8byixGNM2OKMypvNNtwigLcb2jkO/XQw+cS9+Ty14usvdLCL5s65Xe7mFEAtrAwAAeeeQRfP7zn09+X7RoEe6///4hr7vhhhvw0ksv4cc//jG+/OUv7/Q+/f396O/vD997e3sBAAcf/yaMn9A6kijvMSYdMAelhiYM9m/Dlo2dmNReLQrUaryVvOo0bB8A+nrWYfXzD2JbbzcAoGX8JBx0xCmYMn02Nqx+CXjlJWzt7UH/YDmpdKWsBFggE7fFfnsbA/e2NcucoqadkzY1ZgDcsZJ/Sq9e5ZZQTmmfjh2DwI7ygG9UJvgoDTuJwgTT95L31TZrzlysXLEML730Itomt6NUAgyysKOoMdL44psC6weIK1asAADMm3eQMy/2T4yDDjoI02fMwPp16/DIIw/jzDeenT6kqnI5sm1bH378o39ET88m9A+WcdxxJ6gBd3wg+SSmg3HVae0ry6D2NfI8D4KRbCRRj8mTJ+OVV155VW8kIPnR0dGB173udTjttNPwu9/9DosXL0Z3d3cQ0s4++2wcffTRwxbS8jzH888/jwceeAAvv/xy+H3u3Lk4/fTTcfjhh4ewrLXo7e0NApr827BhA/r6+vDUU0/tkoC2Y8cODA66nV3a2towffp0rF69GuvWrdtlAe2+++7D0qVLkWUZ3vOe92DChAlxNzubDo46Zs/B5MmT0dPTgyefWoojjzpql8Sw4gA1nUTIb6bQhwy/b9BiV1hq4Y6kg8jEkqEwebNx4lC9A518Cj+lg5oRUhwDhXTrfEmWP8mxuOFOcRAoAzYZOMZpR61pjgyVCoM0ZfHk0h0Hprl+tlo/nJYRogz2LZSD8loTVxGxbAgvt4i7MMINhiVoXUbaCb3sxhh3aLQqzirTVNnIc0+e39bNtEJ+Q+ZqJqbNqBysWDdZdj6I/IDUqrIsS/xszHJj0km9wuSpo2Cx/XCP8bjczRiZEBo/CJfz4a3l45Ibd716xqrwZaKvbhjGHjIR13XZAF7r8vUkLC/zEzYRLGy0MrG+LIxxwlXZ51UO615IhPPh64BfEucFgTxXPlpcKQPW+t/FwkwmjFA7p/nS11Z5/qQgfoWZUpyEFQUH+T0pJ+kvrPoeylfqjOSXWqaY+cmUlQlv9E8WbKAy+Jel0Xm0bpaxDOPypqIAptMTJ0D+Tj59VhRwf2LIChOX/7r8i5mgm1H0m+P7U1v27TDJCjeJC2nWB1R+ArHvyIA4pfRHdVRl90nEJYLSjm0caKZ+i3S+hYeJPp52vCUfTuxD4zXaP17wMedVxtAziGhmASt7BUCJ4D6Oki+uXru/8jyy6nvSbVl1f0g+6D4unofCb1b9Z3Wex0IILzHiZSY5HnNKWbOpIIykRgmzQUJOwkUU77VlnA7QRkvZuPGGP0W9nMgsQp8nx40PNzTnNOSYHzFpkB5X2ir8tUHyz92yzqKgKp2yUc9KJ6QCRnUOWgyRe8qLRhHcdbGFZ6/1dU21yYrUmeQCbaGqfrHF3wr5UHUw6ZGSlzchw8LHGHgecrFg+WnlTF/rpDyKkTUI78eCXOwTKRtmhGywqn/znUC8l89fry5JXcj1MX+dvka/EBgip5KPshxU4lmUB5PyUW0w3l8nHJDxBUx8ZsY6YVS9sWGHWgsEC71QFDE4p0OocVU80ejuH7GVIt2l2QeaA+jbPjhEvuw+RiSgdXV1oVKpYMaMGcnvM2bMwNq1a2te88ILL+Dzn/887r33XjQ0DO921113Ha655pqRRG2vk2UlTJk5H12rnsPGNS/VFNCGw2D/Nqx54VFsWrvMhVtqxMyDj8O0Aw9HlpWwfRAwzW0AgL4tm7Flh1Qvpxpn3utEQyOqtoi3tgKTVSDWXvHtE9wyT1Ny1mUNBms73fLNtvYZ2DE4GJdcWvcmIzdANpCH2hy6pswiMxmmzZyDlSuWYdlLL+HQ1x+v3ijDW75JxwFnKu/tNnds70PXBudDaebsA1HOc5SM2/TAGIPT33AGbv3FLXjk4Ydx2mlvQFNzk9pm3aiHd4zXwMAg/u1n/4qenk0AgPXr1qnOSOd+vW5c7uHTqR56tcW30U+u90d6enpQqVTQ0NAwLP904gdt06ZNuzlmkbFaVjgcrLVBQJs6dSoAoLm5GWeffTZOO+00PPjgg0FIu+WWW3D33Xdj2rRpaGlpQXNzc/hX/L5+/Xr87ne/C2FnWYajjjoKp59+OmbNmlUVD2MM2tra0NbWhkMOOST8vmXLFnz9619Hb28vKpXKqC0yRQCdMGECGhsbEwHtqKOOGjJv4iCjaBXmflu+bBnuvPNOAMBbFr0VB8yYhR0D9X0cHHnUMbj/vnvx5BOP44gj473DIDO0zTjoLLbXZFKv4hs+h3j7mFo1gESYrynhKz7gZXKhrTDS8NLPoxUAa00cYJQfD6PTqdKvJ9Nyjo2hxPG1Ei/VqCYMoo2J+aL3Kwx+uArpU4NO9cd9VpY1MTGFs9QgsOLNGioGwSwgOK+t5GrpVPQREpcpOlEs95FzaTDQ74r1/E//pgecRhecFodU2eoyknwv7rJmk0yxbtKUS57EwayUiPHuH4A4fysYO/jnfRbKVz+VtLASrNJhwtIZ/y1cVFJ1JE7ctKWBCXGUdGcyw7eJ2+c4cLfemsoaVOAE0RwI/rZEQM8BlCu5WxoX+pG4pCrPcyeEqYmSs97y+eKtxHTFs0BYOhvqd8ictL4blzx/TdpQq1xh65F/LPSaww3d/iQjRWw00AKm8b6YXKvOwum6rrp6lWWZF8psKGM3vzHhnkAM1/rZSewCUz9PLhmZcwKOWOdcHY6txfpMLE4sJenJ+Cs43rLKasHFUSzudF21Ehe5L2KfLsuyjDFBpIBKaxiPacUkjNN8LykCnkp4vL9vr151y/K0zIITb+PSpXNZiyxxIm+S6pBOEBHFLhPzVUcfQLByk35XRNBcamNx8i1dtX+kVtRz2Phe2wS1N+Z5Uma6NKQDDBUYoYFYk6VCjfQJxobEGh+OiI25WEnqN1g+b6BuJR4FZQmY8kITTtSWcmmPF4oi6dettcj8hg+20AkYo61m4vXhk/S/ae54wwRJvbIO8stQrVhI2/i8SOqAz2NbnEdYm1heWfXyo2j5a6HL0B3QoloiPIdfa38MAlbyQKvx7LaqzGCTOiznyvJ91279hia+PYhrItd/F/pkyIWFcvLXh+eCv18mfX+Iso1tVuKsx3oWYayqn3vh1kjTkCbeJn1OkXCq6juLOw/H4zEc2ZDDqDqi8zS9X4xh4VHmvgerLoQ+V/dDVWmSsJO6YEPz1weLaVYtPzlWqRU//6wKdVT3w+HFo7rIQInBe5ZRbSJQa5ePWgJBpVLBBz7wAVxzzTV43eteN+zwr7zySlxxxRXhe29vLw488MDRRHWPMnXWIeha9Rw2b1iJ8uAAGhpHtsS0t2sVVjz5G+SVsg/vUHQccgIam8cl57VMmAQAKA9sR6U8gFJDEyzcfEGmmAN1xFj/zkr6b1WpK35JKdC93gmijROmYmPPtjh4yzK/4YDbwtpkYnXm3HNmJoMpWbRPd+W1YV0nNvZuRWNTc3zU+fbgjOHcUtMsMygZgxV+982p7QdgIC9h05YdfpBmAGswdcY8tE5qw5bezXjgwYdwwgkn+Ti5gWJDyXjBzT3sMmNw23/+OzrXrAnp79m0Ec2NpXRgAWmv6aQ2/GYL59QaROwEPcEwNX6DlMN+KL7J8sD29vZhxXfKlCkAov+s3c3999+Pu+66CxdffPEecTK/detWDA4OwhgT0io0NzfjrLPOwqmnnhqEtE2bNo1ITGxpacFJJ52EU089FZMmTRpx/CZOnBiWW/b09KC9vX3EYejlm21tbajkOQ6YPh0AsG7dOgyWK4U3crrdDN1etm/fjl/ccgustTjm2ONw7HHHh/P1YCYOfF37OfbYY3H/ffdixYrl2Na3xeeL8iJio78eQPkqsd4wXM8X5DQf7+oBUjo0Gc6ju54gpuZphQlXOioy6k12cE1ilDgGhOVL8otbamjTfPCDpzxYSw2GNOsiij5itOCg8kkd18dUqpOP8RofG6MG/fLZL0WUQbRTUNRAEdYPzl3qdJz15KAqc4tLMNSgLBmYQQ0s3awl7bMzVff0xjvWP031ZEJlmlFqg00y0iYilR5h6rfARi4XH00wSRLiWQiuFvQSGmjrmDCKjg82WU5nrQkO3gEbdkuz1rrxhR/ol6EnNWog7StSXrGoBAHLRutROKHTWgTxKYhfPj/is9cRxC/1/B1qwc2Qj+Zap5v0WLBwsQhiE4AwsZVrJKhSZpyDeMRJPYKA4ncshy8rZR2CDG5jDHj/tHpA4MfTsgFUsvQvA4LVhkV4MWldI3Zt2s/GSnC/V/Lc7wDp/UP59Oa56iOSOmfFfC62QR8HcSafLE+ualZx4iaWGbE/g5+oZbHPshZW3IdAjXmMlxrUBNck91F5hrAAKWygGV2ThFYR+r3MmNCOXRqcAK0th4LAlYzNEFKT+bFsWlmlfcOn3N9bjzN9Eeahr8ijfqhvZn1/GNpp+qzRFrbR91qhLCVqIXoWIuCkyzHFk5gBkDuxQT8PTfrMiU3D5YaF69+s2J5a47/7c/zMXJ5Hbsln5n82sb35fsCtWPFxSyyblUUz4jlI6omPmU2vdT/m6ZXSz0uarPst8472Qr9qQipdCosih+qXnOib/lbxzt8NlCsbSUce81Q/b0OU04eb89cl7dGoPJZ6UkkyJt7LAnoZYnHxk7xq0vEI9zXwL24kb02oW/qJZo0I5mlnKzuzFoYD/n4xrPSiYvx2hvQ5aRsc/vVIXmJJe0/ibKQG641KAGk5NdOhUf0p4FZxqaYZn0NJpGzYDdWo31SQhXsYX4913+X7U4u0q5J6bwphmbh8W55vEqlkfpd8jn2mtlMo9tnSRq1cE/pQf59M5X18Gxcrm1W++Iw8bwxK5T3v0mtEAtq0adNQKpWqrM3Wr19fZZUGOCuHhx9+GI899hg++clPAvBvBq1FQ0MD/ud//gfnnntu1XVibbG/Ma61HS0TJmNHXw961q3AtDnDFw0HB7bj5afvQ14pY/ykaZhz+KkY31Z7CVSpoQkNTeNQHtiO/m29GD9pZEul9PO0aNNRyYHywA7s2OaWzTZMOAB9A+6YGzTEThbwFTiDX5rp3kpnAGxWwviJbdi2dTNeeWUFOmbP97uRZt7HgnTGZbfFtg9x5csrAABTp8/Glq0D/i2rQQl+QJkZHH7UiXh48V1Y8uhDOPCQI6P1jG9MIpzBWjy0+B48++yzyLISTjn9DPzu/nuxoasLfTucVV0mjoczUbGz0HjjWEqGhH5AZGPnrDvDOLTSY6rdJL6Z2BHVEt/Cb3tIfBMBbbjL9nbFAq3eDi5D8eyzz6JcLuOFF17AHBHjdxJM9eEaF9jaXzdscPnR1jYZFgblGmu1Sw2NeMMZZ+KEE0/GiuXLsX3H9rB8vb+/H/07dqB/QD73o3+gH02NjTjuuBNwzLHHoKnJPTAGy5XaSdlJ+iZPnowNGzZg3YYuTGhtc5eEB3gUTIq/xQmVxboNzhJu/IRWbNk2iNY2J8StXbcOfTviNse1NI0wHFMzE2OAF158CTt2bMfkKVOw4Jw3Y7ASFRbrAytarlkApebxmDV7DtasXoWHHnkMJ55yehxXDhGPkaIHGCb9BfLCXH6Vt+mhd/OjEG395gSL1EpBLyUM4lcu+W/DwC1OoGxYOig/6UF3mmT9Bq8wuEz6sbjkQU4N7/nVZC3JAou4CY7fbdFFy29AIxMy6ycsNr5t1rM+HV8j99NxE8EgLdn4JtuGmhIcywcxwogbtZjjwdeM8f2lHnz6eieb6IQ5j9zDmGB1Y020qQIQRJRc+mh5PFjv/NrEwbOFjWPFPI4QM4tgXmS9kOXyxMdfJnpKWJVoWjjxSz/kpQ5JEYqoJXkc6lY5vhvW1pNA0DN9vYxlEFbT+bCSSX1SoAh1ptgcdd8extVh3SniRWpikInTHyV0xmek+0EG3FaJXZmJz3VZkhj8uXo/QDn8ZMAi5K/E2kiajSwpkggbNeGxyfkW3neZhd9IKlrP5LI+0WSw1gTxMWaiBco2mfga3ScUOjrxD+a+V9I2ridWPvwgZiD1SRbOkXwwaimZKqdM/+DFEblHnOjY0A5D2EbdS7WxkqiPasolyw5lt0QR6KrGOTaUrK8HFlHtcufm8Q2J+60kbSYPpeaEydglWAkaWoDwfa/uF5PnZPw5/JX6oc6VaIQ+T+4ZssT4Yojpjc+V2LMH31X+oGyO4X7LonGMqi/6xZY11WKHTF6lO9I1O/Q8yhLPLVlXZRL6zdCBheLIEMXxuLzffzbaasW4ssnVslEfbibL5GzBJYJKa4yOfwbbwjNO/uWIL67Us8QWs0S3+TSZ6rMN4nbMyvhsiXXEtW/Jz2I4+rsuumIXEcclKcV+NqYgfe5GiSy9X62wCl1JVbzdj6EXL/jPLIQo8Zby9AHXPN/ED0adp18KSd4nl4W6olKkn0NuMOCe26kZo2uHSnkyKAYRf4l+OwsPI6DqumL63KlRdNcH0qJ29SWTpbw+5NoxhKoXRvWVsbKY5GvsE+PqLuln03wIdcgHENsq3DM0DMqSyMc06PNVkocq9zA8k2jq8UJmal21WxmRgNbU1ISTTjoJd9xxB37/938//H7HHXfgHe94R9X5kyZNwpNPPpn89p3vfAd33nknfvazn2H+/PmjjPa+iTEGU2cdgjUvPIKNnS+OSEBb/eyDqAz2o2XiFBx68luRZfWXVDWPn4TywHbs6Bu5gLYztva4JZQtEyajoTEKmRbVglv4sXCgBGDi1FnYtnUz1r6yEhMmzwEggyQ4wc1bshnrNj1ABqxf63yvtU6dia393kmLH4BlcG/J2zsOQnPLOGzr24rnn3kacw85HKaUOUfERpaHWjy/dAmeeWoJAODUN74Z0zsOBHAvtvT24uW1PWhsaETJq93Omi5DqWSCNVwpU68o4Szm4kAwDvhUfw7VBQUz/ugnQjoM4x6Wvu1Lhxb8svjRQ/IwM8mfcN1wBAFtfiz5H8NIP4TjFtWD0gL61us3bAAATJ4yFf2DleoTCteM874Me3p6sL1/sO69dlX0AKLAt35DF/p3shRwLNjQ5XwXTp4yBYPlGo4OFaWGRhxy2PD7CqFcqZ0x6RJJhIGZ/wgZ1LVOcgLahvXd6Jh9UN17FUVL+SoWhBNbW1GpVDBlqhPQejdvxrZt29DU3Ax50MZxo41PQlRPNFauXAkAmDP3YJTzDOX+Qv7VqZavO+JorFm9Cs8tfRrHn3hqGMQkohViPbfQu/NB+ayRE6KwYYwJPovCYNHkUVD3gw5rlZ+eYLVj1Rg6CmK6kajDqBpqSl7J5MCo7wCsDcN8FZd4brBCMIh+lkK/g4IPIBvi7n70r01soV37hFdEyZNRrC/bdD5p1W5pKj1qJiRvjqU8xEmxhOneiMYBYEl6yCwukXG7ExqfzGhJlVs4wS7JaGcpULEIA2Tr13nIxFaEIi2OxnKyIQ/0BDQM6o0tTGYRlhhZAHleccYCeiQtZSVZnUt7TmtEXpHCdL/KxDSXjQT8WkZrnD8uLYKHZ5SyCJM7GKlHNZ43gMu/zJdzbqsdUesMkieKNdV+0Iy+JLzVl+era1/yFlvasIXUUz8m8GGYzMk57sWdS2uWtBNfT5Q5Se5DMNYgLuwFrM2D6Gh9qJWyNBu/V2ZYdmZDu9OWobLsNG3CPj5adtGzDekbfd8S6poS4H13lLxMg4V/MalQL9FMuIUIKXEZp4GIiJkfr8jv7gSZMIXz/Q2lnUpkxPl8ENXCRZJmPwayCAKJ6x+N89VrtX84G/ywu+Vc7kBF+SOyg64MZHm3fpEiuy1qSzvdw1ogWj2i6gTVNcTM1g7yYWOfK+UQLWP1vFsPstJfimOdzMiGFCaJiwFQEdNbnzb3m6/Rsiuhel7I81XrFuH1TIi3Ueeq+Pg/eW7DcreQbNVHVeQ6yWAjQrLqRxC7R50XxbGcPIdc3sWMlDFC2oR0RxnHExXf54f6keRF/Buu1JEoxCed7Md6kohDQ1xfrGcAgmhThXpOSmRF1NN9QoivSaOmy85VU99HFsSNGLZrT2nqDLTGGXaxhLLO9Mvwk/469ChSTj40XXdDn+6fOJn4y9Rx0raq0v/6dqTrqH/e6LhLnZE0F49JGSVZGfo2nRaVJl1JwoVJouLYEAjPJ2dUYUMeAjKG8c+D0B/He+e5ReZflElKjb/QvVyMEVTJCX1aSfJTomnC0WKq0zqlztL1Sy/lFGvFVCyL7VPPnqJFYgwzLiOOdSPe0IUd/CuaNBz12ChEWHfyJoShk9u/k3nW7mDESzivuOIKXHzxxTj55JPxhje8Ad///vexcuVKfPzjHwfgll+uXr0aP/rRj5BlGY4++ujk+unTp6OlpaXq91cLU2YejDUvPoptm7uwo28zWia07fSannUr0LP+ZcAYzD3yjJ2KZ4BbxtnXsw792zaPRbQT+jY7AW3C5OmjDqMCoLV9NtavfAY9XauxfbDWMt/YYxlUMNC3Gf3bt8FkGRrGTcWWvn43yFOvO+VB23HQkVjx7CN49unH0HrAQWHJpjvHoGvNCjz18H0AgMOOPgVtBxyI/kGLxqZmDA70o6trPdqmtHuRy+1G6iOiBp/GL2k13t+L39m05Dq7sHNO2F4Z+r8QjgQafx0aU/gSl2IZ1bHYmB+6N0wextIpxY4peciECMaHSvHemYl5aiSduqML4ZggUE2ZMhWVSr5T8a21dRKMMahUKti6dSsmThz7zUEkCtu2bcP27dsBABu7uwsvRNJ41ox1/aTUPCz+9qZOnerepJudXVP9S9Gvlgwa5bcgyvrjURzTQzmEepHLQMOLOeKrblPPRj/xNjAm3sOZqetapOPp2u6WLc5StbXVLZdsbhmHCRMnom/rVmzs7kbHrNn+7IKlZPHZbuKb7bVrVgEA5sw5EA0lE7ZRD4ZC/oIoypjwQD7yiNfjt3f/Gj09G9GzcR06OuaEm+oBWhiUqHhIvlWshRO4Jf8L4oU4BVcmOXrsJYJl2jTjYBywfgeh4LkljAbcQE+LTK7di6WRngTlapDpblIYNPo0hOGLMYASU/IwkZQK5CYiuld2J1TiyFCWbgQLGzcBj5NsBGFF+oDMb0FuAJjcxJcORjk6l0qhJyTRYy9yGJRhYfyOlcV2EC9CjLk6oK1DDBCsTPx4LdbDiq7p1me/gc1d25A2FP3AWXVx7OOLv0PdxwarryTKAIxf1qeslFUE4yBV4oVQ13RyTRJmjE+wwvInm8yo33I4ydKXq00ud7tjymjfGtkMFXpSmzxjLJxQ5p8vxogYokQGLXQiSoRFv0M2DMpdvRKfStY6X0nI3UTNGCAfjO3bwEZh0cbnnCx1jG6oi/kViYKXrcrXaBzl2lm0bLTBiiFaX2WqD3LtLDMZZDc8o8YvxsjkLFrcSiT1hgtOLAoPcYToSDwt4iTFxMlq0ptZE5a52Tz2e7mUuyy19SpXHvJBW6Nqq9Z4bynRoQSLor+mooWfMrBN8j21SFXpluKFKmt13Pocjcuz0+N6/Cj/Q9p7FkOQsJ1xRSy0RCTOU2tUJ36ph1AISbd1H0MT01wlKumU5dHDZJIeeYGhgw13tE58lH5TnnEhEKv/hEeQ5EOCLEcvHIjdVHXrMtDPHfdDutlkzCNJrdTygqtBFaILTcYpoV0btczOxnOlTapsCcKOEyOlraR2Pe5FlFXNLVoAAbp9yQnGv2zQWeCXysvjQT3Dta8nYxEsaoov0o26zp3rAnM7+kavcMUheEyzCX1JMUtNrd+L4SAer6oTKr+SNmWK58eykG+ysUF14JLotE0Y8WNp9D/fDlV9dUUf1K4kr3XRiAGD9BHFl8Yyhkj7D5UD+hmd5IYX+236XK+YKLyFcbz4jUtyUvepPs55uTrzbbSoNNKPhH4sRtWqZ2F1dKtLtsoiUoWln/lVtSlUOHkJ7cZ+4YWDXJsEHsN0dULiWbT6S62gAaCxtGf8W2tGLKBddNFF6O7uxrXXXovOzk4cffTRuO222zBv3jwAQGdnZ7AgeC3S2DwOk9pno7drFTZ2voRZh55Y9/zywA6sevZBAMCMg47B+EnD80XUPL4NANDf17trEa5BX48IaAfsUjgTpsxAljVgsH87dmzdhHGtU4c81wLo6V7j7zsdg2jAYLn2uQYWU2cdhldefALbt25G56oVmDpjbmh1W3rW45lH7gYAzJh7OKbOeT16tw3AZAbN41oxONCPdeu7US5NRIM8wIwfuBoDWcaZlUwQjRrU08Bkmdt0AW5pqSm5jqKUIfqIA4AsU29lY6eVed8exsC/6XGThCyTySnCm8XEJ4epdsIoOVIzT/XgyKZ/5TO8dYN0YjYcqA7ZGP1jfMsNA3R3O4urcRMnY1t/WeVpfIMOI0tk3NWtrZPQ27sZm3s2Y+Kk1pBX4e1TZmqmbChxbqjf13VuCp83buxGU0O22zcT2OwFtAOmtaOpsRSFDBkI+yyPg8koDOTKcbq12neQDZMOX3SI4osNb/KTOmKtmujGMjQGmNA6GYDfACJ3oqcsf/BRlSCqsQCMRa+3QBs/oRXlipsKt7cfgL6tW7Fh/TrMmDkrHfaHdhDeXcH4pWwGwPYd27Gx24mxHbPdtdqxd9yxJ33bFMSvvISDDj4MLz6/FI8//iRa26aHB34xPTGPZcxuIbs4JmN/owYuIV/EzF6OWX+eK4eSVRMhNVALfYGBs5YKZRnfxFuZvfrI5TYtY51eK+H78gjFpwotbbcSdxcbWcbmBuulZESp65GLm0+5BWDkJY8Ng185vyRDqdzvAll2+ZIrYdBYqMmNu0uw2pNRdOifVEKsKrlwQA1MpUwl7/VgTycoTGhNtPo18FZj8L/FztLqwoZ6g+oHrXKfsCGA1Jtc8ifGN4pwsT6J3xx3G9/I1UQrTCflwtwLNlkMRAbGVr2ydk+aaP1TMnGiFd40uwWlQOaFH6eloVTyN1O7SEpGhr7MRgvN0P9IWVREqIr+BY11vtNCaRXqm5Rz7L/yWNZGnjeqHsK1WTlFTzbjQNxPmOU8X0DaIgpZFtqCLAUVKxjA55G0MX/vZKkO1ETDZ5kWikO1gwVMdFBu4Xb+dK/1ozgTEqjzpjCzMvBVxftTC1aUVrePGJ4synUv42KP5pbkWlUA6e1Dn1Pj8VpsU4WjyR/9JXXsnqbcwIRlu/p5FbsvGR+4c50bOqn3iBaO0jcVxB/xZxeiG15wxbINN9dWmlbi5+qFs9j0lsW5db7nkvPgysnHTfl6jy+7QujyTNRlbmOXI2Hr7JT7mKqiQyHTk295VTkVzvF5E2qIrZ6Ex0ruPoc4JOVlUqskH0bWkEZY+rTwbDDyoz4hXu9+8iXso2B0vCDtL01YOuKzsa+E5KGLRBC9oMRW/2zOdHFJefmOMVMrVsKzUpUbEJ91yUFF+MVb0ur2X2/EWjVSNqFokiJz/WB4WMhTxd/ExmXNEteseskujH8OKX8RyWhMGmvs0KErvyzDljZqIX2LCeNXeaYb1QFZSJMUy9NYiWzhb3J7ALCVmJfSafm6M7Tdkq3zLd6n3vGdUy0MJSVZ9CUm7aSwXFGOleT6pP1I5OLDQz1GCoEgZIp+jqZXS/vTz9p4sS3kRHhxEKJiot8//RAAwgMlCNWqL03Sj/istxYwmcEw96gcU0Z1y8svvxyXX355zWM33nhj3Wu/9KUv4Utf+tJobrvfMLXjEPR2rcKmzpfQccjxMFWeLCOrnnsQ5cEdaJk4GTPmHzPsezT7jQTEV9lYkVfK2N7r/BrtigUaAGRZCROnzkRv1yr0dq+uK6ABwJaNnQCA1qkddc+zAGzWhPY5h2P9iqewetlTGN9+IIwx2NHXixcevgs2zzFp2hzMOewUVMpuMmuNRfP4Sdi6uQtbezdj0jSLQZkwJY5Ko08p3U+V/PJQAF7c8b5TRDSzcfcet0QVaCiVwg6mmR+kl4wT4IwPx09fUDH+fsrSy32PHWv0u2OjmbXvaGQQkKmeL06SwtUxF9XTI0xB9OANcVARHmhIOzBrndP3Hd7Cq7WtreaSxVri1kQvoHWu78LEKdPVuf6v/5IuLYEXOhHLITmm8s1f17l2XQg7z3OsW9+Nqe1Tk4FX8Y1T0ll7q5s8z4NFgwVgK375ifXL9CoiYOVY732gZU0T0Nnd5/JL/Fj5fHPZHUdIejgtxAFBMnIrPNxihhnJg8KkJ3lI+8HfhFbXh2zu6cGgF79C+IW1B04MzZBEwwBbt7r+Z+KktpCZU9sPwMqXl6Ore0Pw4yNv2tNBDfzgqOIHZxYrX3YvX9omT4FpaMG2HWU/yHNn5LkMABHeCOt6aQHMPeR1ePH5pVj2wrM4/pQ3oqGhIY71JS4hb00SHdeWTBi0GTmQyZhTlvSoQaM/yXofH8Y4a6ngH8rCT8RsSGcYeuSukEJrkzRJnlsb/VsVm5AaNaa7N7mRiU6ZnmQlvYAMfqU/EUs4n6Fh+3oboyuiiGsbsVCDNYQqZz0gh5psGPhJiRICje/7bDmKcSJ0yaQql2u9AGKMhSquOAGTGiNRKqypc3No35atVUtzXZ+XK/MY7Y9IQgl1yEh6TRzwyf3VAFAmoWFiGkajsc5IHws57tdKiJ/O3ObwKok/R71Q8X2/9Q7J3VMlinkiAA5aRMslEVu0Q3goHzF6IyKjrNVEoIndhTwikjG4WJ6pM5Jnh/4uk7Sw/EY9aII4GSoVgp8meUZAxTt0ieFmNtZlnw55YSb5p60uRJTM1GTABotFU5UaG4rEPw+CMhyTnod6orMjVNa0X8wLeaUrss5vdQuNFEuVI29162BR5eu8aKXSb0j56edHzF8T4ijihzFZWJ4sB4JrOp+IzL9oDOWWpNvXZdVduGWaCAVlrEUelpYpKzkb/V5lFqEfjl2TXpYcrXjD/bW1mM6yIN77Us8Kx3V+Fq9FmCMm/afbNMUmbUX6E2N8rxompyr/jbpHsfBNLKta7xBjE3TxaNAW8SbcLqQ/BC/3jk7Y/PkG+iliEcs9CDRKRAltLMbIpy8ek7YV2q7yfRc+hSYQM0GL1pm38gz5bgoZJf2IxNmYpE+XL2FnVMRnqFVxs6qTNkYqvU2ul/YX+17ETkCFGeqcRRR2AZio98TUSlmFzT9i/2MQn7+uPFRYOhxVR31zD9+KFoPSB+j4Jh2OelbpcHWfEUpAdXwG0HpWQppDxXOqK7d/aoZ4xBhHi0DJB7k8vvhw30v6xYRRJ+r6aNV1hciFsqmRImPSc4vzoNiW4tL6cA8rcVc2YDa2k/CCx0fSFiKWAWE8B/i+R5Wh0WKp3E7FLzM6RQYxIyW/1fNRpVHdsdYfd/tS9ZmSu4lgr47n/v66dML4sQLku98zTxV7QbN79TPpgDkoNTZhsH87tmzsxKT22TXP61n3MnrWrQCMwdwjzxzW0k2hZbyb/PZv6w3WC2PBtt5uWJujoWkcmlom7nJ4k6Y5a7zertWYcdDQAqHNc2zd5ISO1qmzhhX2AQcegQ0rl2Jbbxf6etaheUIbli35FSqD/Rg/qR3zjjkLFWW6Cws0+nzr27oZiSss9TkMBvx/scHmyQBFnAvDTzyNsikNkxB5W5PFgbtsViBLJI0xznLN2rC7qQxUSpnaMcpkKGVZ6DPDtYgPD3fv+ADNSnJMLONMfPvr41sKIpVfmqMejJJ1xc5RD3w2dvUAcIJY64TxyGVA6q/JrR7QenPm3GKiF3B6enowUK4gWsLZqk5X/5DEJxkAxHjn1kJcdK9c1ZnE/bnlKzE7bwRsfIPoBjouRbkf9Uh8ASQWM9WoB6sfYMkSTjSMx+at/emZYRCaPP/cg1E9lDLA7agIANb7+PHPsbBjmXrwF31YuONxsBryyf+dMsUJ2lt6N/s6ZJRhQtqfWDgBUWU3BvoHsX3bNgDAuHETUB50QljbFGdF27VhAwYGytEqzkoztAizGz1wscDq1c4H4gEzZ2GgXDBB1QVgpX65QEQfsQCmzzwQ4ydMxLa+rVi54kUceNChyT0s3BjUAsjU0knrM92G16DKekhM8OVso5eHWIjD5JqDPxvL012QvqWLk6NgZ5Qk2w2uRDySM4oNwIavssRB9Lssy4IA4Ku7+5xXQoghNj4jxSKltrVCHDQpQ5aqPkIGhzqqIZ16LO7D0MvDJGWyRCypK8Vbqd3BYlT0wDB2ZNK/VWyQ4pB5YVjrj9qqSbcxXY/9ielSCSUQIhNRIM0YK52vTLSMhWxn6SbBmXtB4gfttpLH5UuSD76fMUCy1Cc+r/I4BxUfShKEtbDIk0yU3FP++KPApAfS0k+F/iH2y1lJFZAS3NQNfF/nb+Kt80I1serFR9gRVJbVpFUgFJV67olAECYlNg8+xeR4TH8sbxuOxcSHY17Adn5uJKz04RT7hFgmISj/OZSF76fFs3vsT1XelUzoC3QGhh03EfuSXD0M9YuT8JJJ1ZdwPyPGjTaMDdL2ZXXgIW7SFpLdb1U/KXmc+3wr+0wO+VCJQQvBqbxGC05pFlT/WBD45Xix14qXpjZfhRSH39PHklj0maSYkut9WqW8xRqw6F/M7T5qggWOtakuJ2JV1WRd0mqQ7LKshVXRceJzRiLjT/VjUMny0HQk3JATYrEZ8yoZz6rKovMqdgnSO1okSnU47K7P1DM0HlT/MomDj19sLJCXTmFZJdxTy2h3ClY9C8JgNlYsHS3pO+WNSBTWTMh6/dyrEkKK6Qg5YKuOx7yXZ4fP78QRqaqDqj4b5VBSa+q+1NJ7mbR8is9QjfWJdHVSC4f+sgxq4FBIB4BiZ298zoW+uxTXHchGqkl8fWFYpOXiqqZFLMJCWwcgLiSCBb8fx5okDMS+V9KWJEBbwKr2Z5Sgo+8ZnonFXtr9L8ek/0jrv75tbHXhFFVd4zXqbqHcC3VQP6St77dsGm56p5gBhaG160eSl+jxc2JEqf/6+mVtPCLlafTJNXDX27BTdVWrsf4lT7EOq4wqNewHSzjJzsmyEqbMmI+uVc9h45qXagpo5YEdWPXc7wAAM+YdPeylm0JTy0Q/0K5gcEcfmsbtutgFxOWbEydPHxNRrtWnvW/zBpQHB9DQWHur2b7eLuSVQZQamzCudcqwwm5sHoepsw5F96rnsXbZE8grZQxs34qmcRMx/7hzUSo1Vl3TIktf61juJQ/14kjM1jixEv9GTc0mF5SyOJZw2VopDGLcn8w7fHMDYHdAnpky1pHJSclvwgC44yUAyEruDW+WvrXIjPHOat0ALC5ziG/h0j0TotNhyOAd8SEog3AAWL3GbSAwqW0yNnu/dXEiUfVYD+KOCGhbezc7H3NuPybk1r2sk3h5t9iwFfc0kEmD7GZmAS/aWf822j8mbA6bx+Wl8jBcv24DWqfENpk8vELqiw9DhJvJhC9TA089uNuxrQ+VchnGGDSPn+ic3Eq+S7pylT9+Vm/U3YyBWtrjQy6lkTUwQMVdI058XXyM97HlBwImni+yQZ7nMA3NcH7oyljftQnjJ0wMaS8KJ1qgggFMBdjS2wMAKDU0YEclQ/82V/ZN3jp2Y/cGbNnWD5/c5Eme+ZTmMgD2D/zO1c7/2cS2A7C5dwdkEu3K09VpeZGbwSTX6kH+rHmH4cWlj+GF55Zi8sx5kPExgGgZpp7+emDigsiiz4twUhx4GBTDsH6gYMIEwd3MD3yMDePPTI1qwjXGt6sM6QDR+rbkg3P5KNOCuJRBx9SqupWUYhAQ4qBbO8CWuhWscaX9ST6oAXkQ82SpasxKf49oOZdadhokGW3VANOPtpMlaPq1bLxAVSW/lCMxtYz9XvoWwB9X5xo4R91WwpL2qdpzcAKc3McJ9FW7xskqWB9vWfaXJWmIg0QDIC/5/lVZ/5VQinE38ZmijQSCb8Ak4BpjzOIPIR8AZIVzjQkvX3RJiVAl7dbnjPurlpoGwncb+jY1rnapKRXCkX7bO4gP1pf+WSZWpLmNE1zfMcBkmZ+u5MHqMfE5A8S6oiZHIQz5Y2N89XXyXfucCs9uf1kQ2KykJfW3Je0nVr/4wkLqidvUwN0veeb7DHJFZiDPOme5FPMBcHUvN2rJoC6LpA65fM7FLb3Oh+RDpPZLJNX7SBi6vel8Sqzr9GijOpzQRry7hTz4XXSZpvUGEQ+l39Phhgm1iUJQ0qsUG5BKVxCpi4KJqW53SYUI6Yh9Z0yhDsf9Lfk4St2QF5pOtFPWXv7BbgoZqx85kpdJOSoxzCbpcXVCbwYSLatNqM95bsPO9jolFR0NVa8yacvqXP2cyCAvMXSeqLwL5WlC3+OCrn4WxRm6hFIoq/Br8UGl65s8e9IySnJJixhyjf8TLLYLN5bXCLo5GF93LWQZeXqxtnINY/NQt1WspIGUYplYROOekG6TpkmXf7JaQfoiX99iHa/uCHRVMKEDqs43+ZbkaaEYtK/ZquP+OZq8QFJ/9WYCcqdwuS4f+aofCFavQtW1MKa6+OiUelDj9Ub6HEkiiQIqv4oFo+OjzTqL5xZDlGPFnSjVWFfX5Xhh7A+LURvqnhYI44bQjAq3Fd+eKLYZdbcalw3xu8pR9ZAKbcq4Ut+2fQifT7uR/UpA69lYcpPSFovd7MJol5k661B0rXoOmzesRHmwP9nNEvBLNwd2oGXCZMw4+NgRh2+yDM3jW7GjbzN2bNs85gLari7fFJrHTUTzhDb0923G1o2dmDxjXs3ztsryzSkdqLfktcj0uUehe9UL2LppLQCg1NiEg49/Exqbx9WOj5/c9/eNreWeUNTUhMqwNwhJTzSFz3pAnbxZ8X+TreT1gMXEIYRbamH8+elQrNQgw/PYk+ptn6MwJv5tLDrXurJrbJmI9Ru3xAFuljkfX8VxC1zQFePaRPfGjVjTvdXd1dZ4KIaHpc4M9yUXsUANdmMuum8i9EydPgvd61ZjS+8mWJOHEZ1kVRQGZYkTlFttH5oXH0M+WzeozcUCyVr0+vuNm9CKSgUoVwode+IASg13bfp8V1mlJknxAROWBKrndPHyMIi1Ovw4cGwZPxHb+7Zg1Zp1mHxAtIqRimIh2WTTe1uge53rK5pbJmDDpj6IrGTtOBiToTw4iFVruzBufGvMQ7/rrk6nOBatlMvo2ejE2HGTZmBbvw2F76IQS1Wc2OtlVjIAhgGmzzkELy59DBs6V2Hr5i1oGTfe5YdvQGFgmlQqNeG1Vlnw+DKThMsyOj2wsa7+WFlLHXYFiKNTCTtX5Wz9miVb7B9ytRRFftLKVw3i23o1GAz3MdrpWCLgyBtD8TsR10nGf1HHin2Is/zyZaInMWHkqZdZxSWMsF4EkUmSkfwr9ncSpkq3/msAtV0Y4lKHLEy60m4wHdDqduM2Pqge+Gfy5jxMNGJvmbxQ8IeM1McwGbHQU5p0cpcuYzJqNCbifGivVlKIaL3nN78JlkRa8A31RKxJ/PcMEB9rqisIEyZbyVEWwRpxGYeca0J4Up/TZ0OwLg3fQ/RD1Qr3VuISkOZ9sIYNJ9iYjuQ8+VRJQshlPUfy7NH9vY3PTWu9taBNzoN/Bqj9hQCVH+E5LFYvcUTv4+s2CciLQh7ipKKQxGhtUlhWG/+mNTSepMW6YgdhQllZWysUZSkh6TfFk9JQg4UJDMTCMTQDgzD5C/ZK/kVISTl61tbRQbgo3jqZTcdrg6Dgr6nlny1NO3yfF/tjEbW1aKItBWXbjbiUyZ+olq+6uMeOw6W1lmCM0I0ZlXYh988TKR+3g7CrEHE1ub6JhBePxJ0wkXZuhY61IdOijrtn+tJYLdH27U7nXc3Hj6qkFs7PoeSFfo7IqWUgOL8HEMYYqhuryrvw7NVx0P2X/0lb9IU0qoBU605EFevbemG1f3j26cdbyNZa4oaqs1nSx7krh6yqIYo1czjprxNM7Gt12oY6vdYSuSAkIZ0TJVXH1vjRFu5hUuv6YjmFyFnUbLRWnwMkL2yKPs9iFGrnl5wYztNttBmjFAABAABJREFUYogbu7IunBADCF/q3DHpl+RbMQ/rdFfpM6tG9apz+shI6vioQ0kik2RVnfOG8/OQQQxxYHv/YO0Du5H9SkC7/P0HAnACSMu43P+zaBmXY5z/2zK+8H2cRcv4HOP853Hj1TXjbQynxaI0hrkxrnUqWiZMxo6+HvSsW4Fpcw4Px3rWr4xLN48a3q6btWge34YdfZvdRgJDLBMdCdZa9G12E9ixEtAAYFL7bGzo24zerlVDCmhb/AYCre31/Z8VaR7fiskz5qFn3QqYLMP8486pu/Np8zi322OlPIDKYD8amlpGdL89jS18Lg/2Y2D7VmexWK+TGlZotRj+QnLpvLu7NwEA8tJErN84EI5ZeOFO66E2Tj4GvYC2dUsvNvbuSB5i6fDS/64H2TJYh37eyXLWOHGu5BVs79sCAJg6/UB0r1uN3p5N4W2FLH8Ko2g1FwgTJe3TRt7O6QRBloa5gYk4wW8ZPxHbBvrD0yTP82qhpPiADDeVtJrgnNjYOFnTA7cwt1djVcAmy3tgUX1vOEvW7X1b0LOpB80Tp/k8Sc/RgxoRWwCgb6vL16ZxEzCY20RsHN/ahr7eTdi8qRsNTROqbyz5pQTcnq61sNaiqWU8GpvHYbBcDmOQOFAwSfmLixwYVU4WGD9hEtqmTsfmjeuxZuWLmP+642L81aAvr+TIkUN8NeVAsJIo1kHrd+8r51ZrVCFcqReiGVuL+BaxRnOTQWxVsegb15gA6d+N+sH4AKXeJPfR6QDiJAkxb4uD3TAY0oNi1TjSMZep+lyw3aw6y6rNMpIkq8ml8RYYbpWjTrBV7TJKWfBpy41F5u2AKzosIC77SToP9ZY7823NZKiUC1MwA2cFYhEcnYdUexPeoqWCdhxtgbCkM/EzV8ipuGzHxsxRdcjqSboepKs+IJdPdZ4T1QNn932Ibqrm2FdPUEK7snHXz5onh2tqhGmkJx8ijvXeGITuvDrRSb9ZuKv1S3pdkEXp2osoNk+KIvEJ5G+n0+zOTduAWI0Vm3cVJl3yXQi0cBdIbML3NMx0KaFeUlx70vL/s/enwbIk130n+D8eudzt3eWttQAobARqwVYFiAQoiVJTFCmJlEiOyaQZmSh1kzJriRyZcajpMamtP1DqEflBJhmlNiONas6Iphk2xVabZGwZqYZAcsBVhLCTQBVRAApVKLyqevXWu2fezPAzH8457h6eEZl578t331Jxyl7dzFg8PDw8It1/8T/nRLgUfh/JhX4fjmZ9NxSd/Calv2HQe8UBYwsQRxSSqKiDrC6O9ZdnqV3rTBVY8UBOfiDSZxdb6ZPNJs/nJI5j3hjpDul9h2yb2hX1/S/dNL8+dWXkfcvacyKrKTUcjyc/p2FMZx22siy7LvmeaZmVds7u3fzF2dQ6Tykn3zhNKlC7f/3irLhp1yxfl/YZqt+3cq7Nh610I4pLJ0rMBsa1RXKlu0w9bk01Z9QuWdJQbt3v/BwHmX6A6Ze+sU6zTr15fWMnrKyLQxH9FU4AeLoR5c/vpmPbQJ7rwy1WvyfPc1uZjxMrh508YuXxUPP7FfdNRxl1dalfN9c911DG5AIbuzWXfpwutii7rwBa2kSDQ4fB4WJlaN1eDZAz6LbCCuGybVaaId7GpXdg8MKnceOVrwaAJlk3fx+AuW6eP3F9+6vrwNXp7ojHscH+LZTjI7iig+W1rYWUCUgctKtffxY711+pVX2V4yPs7wh0WJuRQKDOHn7nM/DlGOff9C6sbV6auq0rOugurWI02MfgYAdr9zhAy+3FP/wt7N14Fe/6lu/ByoykDHfa7JltiSx6qxuYENHKDLbeuqKaHA72cTj0wVWjydKpTz4YjgeLf4mAg92bAESZ2FuTrLL7u9vY3R9X3x42PO0NzlhcLAYqfvpk6xK7dWsbANDpn8H2Xnbycz7l41vYJE5QTUFWjzTuibUPpeVUTiqE4MHS6hlsX38Vw8FuKMSmj/lUM82IAwCjgcQ/6y+vBpdlG8isnNnC/s5N7O/ewPmH34Sg+kom2QwoRJHPN6+LinR96yJKLwG5yyQbUNiPEd7Kp2wzn5isX3o7tm+8jm+8+GVsPPR4aMS8vDprWpcPa0NfTAdG9Z2zumiO5Xb9KstrBkqkgW1Y19skK+0z6S4pfE4U8bG85MKbAooZQfWd1iseI32rHWNvpHFGLIxK06C+yDJzhZolColUlRQyOKqvWhpTh7nqbiefYmzGeO7VWGCM1OWlrDQO5Z+1DHsOJKlYgoV70drSnhu2YXVOVDWO21Ynnqhcf8vqGXbL6lg7/0hnvIRKS6X1IVQH8z6vqA3gCRUXVAIC+AdQUexScrzmCV4SaL4OhnGoOkAJ8MvOPbi22+qQ2IPDH2vO6iQ5aXw0/YTxxIXzdeejDdokIJ2477WvRG/h6U+qtD1NQWzPgoZah+PYtU9jtld+z07y86UbSSw0PVa2v6P6surqXen/nPSZmobMruD8lnSLvPj8udl0vLSs2m5ds39+/Gk2sfscM9SJruNn71c/ZKiON5qOkQNxThoje2yFAUVTfRrrSaiCcE5exFB1u6QiE8tiCRQ2SYPd51ulFZum2Jmn381x6eo3zM8ptG18ngG5sn7OOlCDOq5prIIYd08OTlZM/QnmN9LENZlUNYffF1taadzJlp48p/o4rtFddNqv5OTS/PCT92SscN29MvOWn6hGvb6utrZ1MtxjPQR1l3ysgfr+nquqJ54LtUsn60WxE4c/TdVOPUQqy9OOcop2XwG0X/g/XkKns47DQ8LgwGFwSBgcOhweyufDZFlYd1D9ni87PHAo1ZF/dOQwOgJ2t0+mCMttbe0cfuzHPoODnWv4735oGYfDs/gzf/p/x9veOsDu3jn8xi98O/pLRVDBTajocmi3Itv0+jJo6mtA/MHB9kLqa+6bKxvnZ8KM49jq5kW4ooPx0SEOd29MxHvbu3kFYEZv+UxQiB3H+strePsHvn3u7ZdW1jEa7GO4v421BSrtTsMOdyWe1/6t1+86QAMA9h7DQ1EiWX+c17r9FXVz8RgND2a6IXP2N19et8PBntwbSysbKJakfuX4CIfDQdXNt6mQuuUz3HFN8dZdXkdNQtKKhQk2pk90s6SYE8KmigNTUlg6+QgTJo4T4Z7ebwd7uyhHyT5UGZ9lzSDfDvb3AACd3hqORvFcSgZ6y5sAgN1bN3Fw2FRCPB4AbF+XJCLLG5dwcIRaS+uU/tDWXaatS2/FN770SQz2b2Fv9zpW9WVF3aDmuOOM9FqlYSc4WxndfORzGssjXc76eVo96mIzEuKEtzKotU2SBmP7V9MnK/MOqvabFADkdbTEKZXt83rq8UqqLq+45CXAoLJ7OmGuKztbYNdSoA9P9JF8AGvL4l+eKLqurzYNaq3Mpl/PeQbDNXO92u+zyq+bGtQ+Y9Ll+c1FylDsxJC1Z1bgLAVI3q7T2jM/Vl2Z084nv97putr5HU3Wf9rkvm6yVrkv5zlozXYBamftXTnMPD+CU2Z/+bmmnGzW3Dvfd55nZ9J9AK4HktP6ae08N8kPZavyMpr6QSiT0Hi/1dav8mxv6n35p+Z7cepv/oSKONs6FBpjclbhIk1uW3NEcdGs1qaubvH6Va941U2xekjKbpTa52rloZw8f/N7sW4MUevjNq1H1v/aT6j68rpR+rHaMjU/Q9PvoZrLSFC33YZyKa9epYzYw4nyaJvN9Zz+uzC9lOp1jN8m+0z9oCC/l8JzPlNvT72U3HQPTlQ31C2vKc91oGNY4yCu9g6e70d96ub5M2K2NUGt2v0ZNbCqdrNGm+W0XPFuQN63Gvap+QH088dJWpjdVwCNCOgvMfpLDGwtrrFGIyh8cxgcGJQTuDYcCKw7zMHcocPwkATeHRAGA/lr34+OHPb21vDlL38T3v3u5/HYm7+Al19+E9721i/Ce8Iv/i/fj1de2TxhOzCWlhlvfavDX/0rv4crL+/j//3/ergK4uqUcQmEC9sqrOsvMfZvqfvmxmKhknMF1rYews61b2D3+isTAG3X4p+dQH12EuuvrGP3xqsLU+6dlonbqZCFwd7Nu1wbseHhLsAsyr7+yrH2JSL0llcxPNjFUJM/LNoG+9sAgP7qBlxRoLe8hqPDPQz2txvj5N2uDQ+lX/VXZsPgdIKYzrPyAbcMsKqfXbKs8qPDccA1a1xZ9KWOhwe7GB7zkTo43NcyVnGUQZwlTQRysHtrKm8M433vsX9LVKhnNi9Wslyn59g4wMyWEYCi08PmhTfj5pUXcf2Vr2L5NtS+TdYIjuoqOYsSLMjC5HQafZhmTZPzunKO02dmTfpPqX1ux+a91LfTLPMcq8lq+FdgmJytm3rQeftOzfrjzAlq4R2q53GS8gzyTHjHNpx8wiLqVzQN7hkxEcdEKrNmS4EQpd8b9qt7jNgkdGY/4Zp2bABuMyf+Oj9M3fxzt9Wm4m2DVJU20e4NjCgUWrNdPoVMHcPrfkfT8izrddPvyoT7bF6fbPsYGdF2zwKoZ0WkDTaz7bKDV0O8V4FAI2Ct6y9s5dWBpek14vQtyzw3as02M3eb0oAT19OWB0JTc04zDlhRbyXPDGsKp2VPjb2V9YFpZmM/oLmlp9c5rqzwG8rXTh637rMtCf0xjT02dbAzeez649f1tAagN+16N5xY1Zm9ur08a6trUkV+XrHJF0TTFGHVk07v/cozQWtZeY7XF9ho8dpMrqsb8+cRLGvLQnJlKrdO1Ylz4pCh4fQscwjaULfwojdRgzefSHZIyjeiifwJp2H3FUC7U9btAt0Nj/WNxUG5cgwMBoQbrz6K6y89jz/5bZ8B82cABsbuA/j+v9HD4OB6AuQE2B0eCJizZbl6DgCYCYcHhK+9IKBrdXUXX3nO4ejo9twRf/RH/3dsbgI/9z89hWs3H40urDUquIoraxJLLlfRdTUR5vr5N2Hn2jewc/0yLr3tvZXjnjpA0xhp9xtAOxrsh8+H9wpAM0C1sjH7bVCN9ZbWMDzYxdFgb9FVAxCvscXFW1rZwNHhHoYH2zhz9qGFH4+ZMTw4mSIPqA6mZtm0p9W8ZZji80jrfByz/thbijHO7LhL6gI+PNhBWY7hGgJM2vb7uzfg/RhFp4fu6uakK/AMa/rt3XrkHbh55UXcvPI1PPT298N1uieOOTnPcVtr7W7aPNwrX5cD+7qneJNbThCY5BOdJhBV/7U6eaJEqWluoUndgmtMRtQNmNVxjiBUsW0aYIjNG2wfU102VjxfnE+4Gs5vYoOG79kpzjTn0hidVJkc1VkFXCUbMbia2DarX129pk0EXSX4VlNlql8jaEthRBUY5RZiGzYaT3yszdrY0D8qM1dquj4JcMhOmrN2TmW+6e950ykQEGIqmntkHVQgqocuk6o2/dwEbnN5c22dKPuLRHnWMOnO6lC5JWrkuxOHr4Pgdo831pWq++WQJ0kqVXfcdGw2CWc4u7Gzm8f6WrJJXXjUee/10G7p8y+soGTB5I61/btSXg3yqpxOFQvViffq+plsOwXG1ixzSVyxafeaT6n8lII5JYzZj5pnLzEfK9csbs+6DwEz35DJ70YaVmP6g34CemkdJg/DlT/2ua5t5h+b5kjPCqgq+EPVpvyoTDx+qf5Ma3rYlH2aj0c2IMDxXlouylqAdoes6ACra4zldzyCW6/0UY4OAQi8ed83PwlXHB8YeA8cDSlxV3XY/voSwAP83/6H53EwuCSwTddVVHQ17qzmCus94cyZHWxu3oL3hD/8g8dwdNRbSDt0OhJD7vyFdfzNH/h97N64in/0f99Ep9PD0jJjfX0bH3rvNpiB3/yNd6G31IvQrkZFt7zC6PZ4cgB8DIuur/cZQDuMfWawd6s2ntxp2yAAquPDIgBBdZae2yItVaCFv9cvh+WLttHwEOxLgAi9pcUr6hZt1v7l+Kg2W3CTMTNGNQDNrNNbRtHtoxwNMdjfnlCd5rZ/S9w3VzcvLrRPnzn7sCQkGB7iC7/1v8pCIriig6LowBUdONcRsKafH/mmD86lHmxtcdZ0xY87uUgHktMGlNMmqPOWP3WfabOwmp1qoc8sepKUVRnozjgJqhl8T240o4x8/3zs3TTI5ji5T/drvDZ5OfkEsGle0jB5rKOHjW6adWUkyypTxBSsJAerLZrjBJNmvDaf6/InM/H6ZyfFNgvzTMvYa/tU9UzxIDy5tGFmRsmHWAuuNEllApYUF1wIk7KbXONrYUpYR7XLYz+rTtTqQESdhWIm6jALNog5JX+Vpqs7nyQOVXMMMAMk5gpHWZtnB5gIpBmLmXgcVZun9nMjfKldMa2lUptjul9TQOPtU0vIGzZmK4syAMvIlUPzQIk04UL6FzxFB5Ss8A1H8XWkKi8iPWhygAlxrK23YJKIyY9qGHP1OIyJc4nbN7cST3yo+aqwaRpuolCJ+oPMvEYztln0jGrecUvdtk0/Yws7cHbBK19rQJZ1mfiMouqhCCHWqy1ofI5Mq/NEZ6l9wIVNpE+f/ly4BWh32JwrsPXQ23Dt5T8CQHjLk98KV5xMAeEcFCgxNs/KI/HL2+vYvzXA40++jq2HarLdzTBmYHREuPqNF3H1a0B36Sz+x38hyrhqbLn6OHOHidtrumw8ks48HhN2dwrs7pzD669fwMWLVzHcfQWf+eJTAID3v/8r+NB7gVdeeQT/6n9+ZL52KGpcUytKuDypg2RZtXX9vrhyDfd3ceMaYXlFXIMXGPbtjlgKmXw5xtHh3l2f6KcKtJPYnQRozD4q0LR+pkQb3iGAZsfrLa0tNI7gnbKi00Wnt4Tx0QBHh7tzA7Tx0SEsc12d6y4RYXltC3s3X8Ph3s2ZAG1P4y8uOiYhkcOlt70Pl5//lIBNAGCGH4/gx/Vprx96x/sXWofWZts8E5NZ2xDkrX7dED4fgDdBtlnHrNu+NmPlrDfEumxm+dy8vjIHQvUYTW1VOfcZdGYyIPgUy2FACppyYFJ34kk5labz1TqkmZib6lC3emqs6PziJNyhrgEmVG6UT4wJE8Gwdf+JCVLilz8BIGomMHkd4wSGas8hfJ04fwoKGFkUezFXDxA6AmXHaWQXlb9xe66Srmq9GsowqwZFDxQwAsOaSb+BucaA6rUwNK1rdSUpccoBSb6/OEPyxPLq98RFrvI3ObcmGJEtzuM2WitX3LFsy4o7XvX4ABQaJ7Vu6oA1x69tl4YHUlMcsRQ2zbIqjKy5xnmXmfYszdtiqhuanW9tTQAfe/rEaWT3Tt2zO69TLV6pebzYpseKKUWV7lG/Tc0xgOTem2efGqs+ruQ/6X7192tV4Fe/DSfnU9vDJn6n4laUfajcZtktUe1akxmnZZsMHh37xTBVztMuee5yXlNF+GRJel51VYh9Nf8Vs+0tszsmnrNU8xnIjlMDLKvJNCefc3O1VbZNOTp9nNUCtFOwC29+Ans3XsPZR96J1Y0LCy27v7KO/Vuvn1hRQwT0+gweiwJk6+J5vOnx4W3XazQChpkb6sH1h8GDq/jev/yH+FPffQmHB4St5T+SHTpvwn/153YDtLN4dALopJyjoTymfEk42CtwcELmQnQJ//1/30G3O8bf+2/WcfOmBONfWq7JspomdZiIJRe3Ddla0+/LHg2eayey3M3xcO/mXQdot61AU5XWnXDhPBrsg30Jcg69ZYHL/dU7qz48CgkV7h8FU3/5DMZHAwwPdufOCmzum93+ciMoNIA20EyoTcbMIYHJ6tb0LLonsfNvejfOv+ndYO9RlmP48G8E78fw42SZHx87ll9r94ZN4zL5dveqTavbtNT2+XxqGviy7z4b2B5neJ8OeXWM3fgWfdrEdcJqGqAWDDYeLK6jdP2sE52jU8QJjH5vPJE6DcUxjpfMAJtc6+pmxbVutg1cgeu24ZqV2aRrotkb6jcXbKWJRROT6nn7J2UbTAKx5nWOqvGs6iDDVAuwq9p8zhqPZhcxyyr7NzRumPAe6wGXQJA6olQ5ZFxWB08m4zxV11dWZHXkmmV6oIblNdANNXWe9qPAjV9m2wmenUnrTayT05xVhxpwMrVvTdKxicdDRoi4ktGZ4jGTPl57zHRByNadAZzKj8Tk2tp8EOnlz3kwIcQZqzw3OD6rJ7I2ZhUnoEHGaDCvdrc5eksGhObbqWb36p1X+2Im3U3P02V1mHhe17nYZtLZ6O1KWubxHmSUfTgWQGzYNP5OxLradeoUpy9YaAHaKVh/5Qwe/8hfuiNlL6k74u3G8woT2AUpQLpdoNv1WFsHLKz17o1L+OpngJX+S/hj3yH1/eJvv4TxEfBtf34T33322tQyyxI17qjRFfXwkCagXTUBRFTRbW+fxfnzr+P8+WsBoKVx5hZlvV4EcDGeXARzy3XQri4BxApjf0djoOlb4cHeLeDiWxZa3+MYM9/TCrRYt3WQ+rmYEm002Ec5HqHodBd7TL0PT5JN9m5Zb/kM9revHusahPhnUxI/WCKBWfH6BvvbKEdDkCuwfAczy5Jz6Lge0F2Me3prrZ2m3ekYHycBi3Xz0zo1xax9ZgGP9Hv6C515XNUerG4yP3uqOrtex7Vjs4172ObgdBNteHyI1NxatWWdmFId/6rk89j6sOg1pTdMyKceKyuImzpnftAGeFyPC2LZlfulDjg0HW/mRtN3s+OnxRxbtJM9fJqeRbMEaxNFzqhHem+HzznQbeoi+QNqyg1ji5xzk/cXETiXmqaAbOL4NRQ+2duw8iQqrakQxz8UljdvXwcLG9s/hV8NMLUC4hoO3Wz1b20an/3z9Ml5HpBWaPpMyF82Ub1jdNh+yoOw0q1m/eCGxTT7nqcIKCescv/ObqjJc8jqnhXBU27Eg6PjRk6+fWsB2n1u/QW4pJXjEQ5VJbIogFZnq5sX4YoOxkcDHO7eADmH8dEA5Aqsbs5W5hUFsLLKWFmtS4J+PPvaHyxj+3Xgv/vxL2PjUi9AuDTL6uFBDZCriyV34DAYxP0PDxzKUm70oyOHoyNg59btBy7/b//bIzz8MPC1Fx7D2972In77Pw3wm7/96ITqbWlKUocYS66aFKLXP35cufFogHIsWUFPqrgyADMaHsD7cqEB3gf7VfdNAOj0lkJsruHBzkzXwuPa7SQQuFtm1254OH8igZHCtrr4Z2bLa5sABKBNi9cX4p9tXFjo9W+ttdbujM0LoBZRXr4uB4l3EkotsuwHBZ4B9dB03m1zqwDR5O80KGdG2cpTa+MTHmjeIdadPI/pGpb72058XjMUL7d1jASQLC686/Fep0w9LM3xeVYZE8DuGPs3qQyT1bOMquRm0uZwCQYMlsYCXJ1MNqejtfXJkPocD8g6CN+oQE73XWgc7GkX4gRlZe1OU74d95B5TYeDFqC1dkwz5c/wYPfEQeUPtq8CYHSXVqdOiG/XnCtw5uzD2L76MnauXQ6Z+da2Lp36xHlpZR3bEMVQf4nRX2JgazHv+JmB8QjqjhpjxB0eEAaDOmXcJLRLY9BZGZubtwAAX/rSu/G2t72Irc2r+MZLi1HTEHGjCq5JGbe2soPNPsB0Bs/94VrcVmFdf4kxK9xfp7sE5zrwfozRYH+h4Gl4oAq01ao6bml1A/u3XsfwYHZw+2Mf81AVaPcRQOupWm54jEycwYVzyvNiaXUTAKEcDTE+GqDbX67dbtHq19Zaa621B9mmqdmOq3S728q4plHXPHW636DkvVDfOgUo0DxZzQVRdcK2ecqZaU3AJWUYswqfkIGd/PizVt0WtjiRBDGzaRS7Tr02ryoqK46Sf3UXgKesazoc5f+fAjDnuYwz+8W8WUJqFzXvm2aBnHlJc7VZdVH4RKlL+TEg5rxdah5lWL38LhNZTDDTyXJDahqubll7yAZZ6LwvU7q9038t0AK0+9z6y2sAkQCI4cGJANj+9lUAiw/gXWdnzj2K7asvY/f6ZbiOwJ8zZx++48fNrb8g19c6IxIvsW7PY31jMVBuPDrCF35zAAD4b350Da/+EXD+/A38j//iZQwH3Yora5pl9fDARSBXA+3MZZWZcHgg20x3uIv2zDMv4i/9JeArz1/CL/xC/TXs9asqOFG+Vd1Z3//4Opb6N/Cb/4cHOmcmQFwO9jpzPrUsLuBSA0BbdCZOZk4UaPePC6e5mx4dQ4F2NCUDp5krOuivnMHwYAeHezcbAdreTVGgrd2B+Gettdba6ZlNtGa5caZmE/q64An5ZP24rp9NdZy3XnXfpx2z7ljT6lxxs6kpb94JU3qctM1mTT5SmDJFfDKx33G2zc/nOO13J+24DKOpDy76WMctuK49yU1sdqy6TLCWOS/cNBhyHGtUyc1Z9kQ9OGMoLsKKuA2HG4Zr5IyU/m+iHvVx9Crtnib8mGbJcZmriR8sp4etS+vW3C/na7ST9IuKzanyAsw1mJPPdRvlz47mozM3AJh4mFoLcddqpmmTVxMTDTALDE3vw1S/0ax2bFhNTV+48id+qvvxaSpvLkvugGnEueYHTjHbCY4Z9xiPTv+XpAVo97mRc+gvyyR1uL99IoC2d4oKkPXzjwIA9revheDjZ87Ol31zkWbB5O8EQLsTNtIg+53uEi4+uoKrX13CeDTAO9752tyB3+vMe4krd3jg5G8lq2qigtNMrKmK7m1vfg0AMC438ehbjioQz3t5sB0NHY6GwPYUF9atv3YO73rXDXziNz0+/enZ59LpZrHkKvHkInR737t20CmAT33iYXT6a+re6tHxEmdr+9ouVs46LK0wer3ju7DmNhoeSKZHopAc4X6w3kriRluWc2UJjgBt+nkur21heLCDwd5NrJ+bvM+PDvcwGh4ARFjZOHk/bq211u6+pUDmuMPZk7xquh3XwZPaccqt2zaFhcdRAtXZNDBSByGOAzcb50AZc5inrApQoPRLLKdynDrlxTF/n+38zUOsEcrkx0kmnOYhVTtPThQYdZ5edTYPHD0OfJ5qMybI+Ta18/acFVnlrI1mVbTpuOlJ1pTRpJKbRnAp+f/EvmHyrmvKk+NQc7WrApusnJDFM6kPTR4zL4Fm+Oyl4cBq75Ep9Z3rTKeAlFqoOn3XxvWVXf1kWfEAVAFpTbEGGREoToeJWW04Xh8iEmCZ1y/brfGZXXPgqX04+Vp/vHmu2PQbkGdvUi1pjkNOPgZrrsoxbiuaS8E3/TUNAfC+BWitncD6K+syST3YwZmaSeo0Y+/VhRNY3bjzAK23tIql1U0M9m+BfYlObwlLGivpNM0UaKPhwR0JJr9oG1rMqeVVEBGW1jaxd/M1HO7dui2A5hywvMJYXjl+XLkXPvcqdq4Bf/b7Ovi//F8vh+XMwNERYTgB4EwFFz8PB4TNM5L18L1Pv45ieT+DeBHajUfyEB2PCLujArtT2OfKygGe+X+IYu9f/tQ7MBpFV9d3vnMPf/2vfwIvfeUAf//vPabtwFUgl2VVXc4zsa5MJoXoOEmC0emtYTAo0F9iNCSovKes012CKzrw5RhHg111vZxuozlcOAFgaW0LeP2lEGMxN4P3K2fOoSju7XuwtdZaa20RZrCwDoBNnyrUK/VmWQ6PcoUS5xunoou6CjWBjLrl81bwJOu0Lk1hlOYBuhPCiGYS0agoScuuhUoZPaiDVU3Ck3xePlF8w8qZ8ZPyfesKrwMGKXvIjj2hgmlqiynXdB7ul9L2yjYziO4UEcyxUFoDpqspmCeu920B1rkaZ4ad5IRnbb8Q4jt5wBQozmqPegYncGfynsz0bAxQ0ncaT1XX+7obY0r7VG4VzgFoGrifJv5vn0JGUUyea/htyGHUlDrVZn3NKVoCbMPXmh+E+S4/J58qT8zkZ4MmlIQT+LeJkM71wFustQDtAbCl1Q3sXPvGidRUh3s34csxXKeLpbWNO1C7SVs//ygG+7cAiPvmSeK23a51un10uqLiuhPB5BdtRwML2i6Kn+W1LezdfA2DBjBxGmZB+vN4X0RAv8/o9xnrm7N1Ba+/1MUrXwY+8MHX8X3/9euN241GmJrUIVXRFf4VqeNwHR/81hEGh+MQSw5uEwBw7tx1OOfhvSjmDvYJB/snJ17PPPMq/tJfAp77wiX8D//grQBQAXLHSepQ2SdJCrG0xCgW/NQmIvSWz2CwdxPDg72ZAK0cH4XkEbMUr8szMnGGBAJt/LPWWmvtDWbc8Dm3lEUca5qQqHPCJCUFPtmE3OZPDARIYZM7skJoclcgm79YGZnUjmv2zeEXJZWdGBrWSZOS+pniIp1Apkyv4rGHeuPkHKddn7p5XCMETSFKDePhtG41hdaOkLnyZ+LLrH5SufTTJtrH6HDW/hOnMIsKY3b/pnSjBmDaWEhdW9VtmtWzLubTVIVTtj/X9dcpuzaBkbBNQ1kzmGTcv+ben1q9tOCaA8x9nfPtZh23ofxjPfsYMztvBTQ11L3u9OeFoBPLkjaPfaP6lAmP2SQDJxOBk4vfdAw/paM3vhcw6GYXTztJ49HylwF1Zdqmje3f8Bah9gHfVAJVjl+2CrTWTmIhntcJYjrt3ngVgMQ/o/y15B2yM+cexesvfVGOexfin5n1V85gvH2fALRDdZnTrJVLM8DEnTbvSxypKi6PMXZc6y0LhLHymqzbBbpdj7V1AJiumLt++TJefg648Mga/v4/rkI5Zo8/+P8V6HRK/H9/5Q9BxYZkUs1ix+Xx5AaHdQkgYuKHRx4VBdqNG2fDsdI4c4uyXi/NtJq5rgZX1snYcc0Qz6OvAG2eOGjmvll0ejOVm0tr0k+H+9tg74Pbtpkp0E4j/mJrrbXW2v1ox5iHT+6I7NfypMqT/O88Nqdfbq16BHFem05imybpdeqnRiVGNhuuHINivaewgwqMcMnEOIUclYlzU71nQQeq1iPMOzP4GRYlJ0Lais2XTDb2yX4CUedISJbCL4rHSRkW+6wD1NS5uj7X3jQfu3lyHgswPjFPl6W6dlWbNTfPgbDZcW6V3A34OAA0PxbVbFCB6OlOhFyPNWlT2sbKbboeUyFYpc+lyxsOZNtN6UcEVBVntc+tKh5q5Ls1ZTetq5RcA3Inrk/ywepQRWkcH58an28eUDrtUZdb+rJivs46WVr9bRy3qz6BuLJ8Vg1r3UPTktL2PX1+1gK0B8Esy+DgBAq03eui1DnNOGRrmxfR6S2hHI/uSvwzs/7qBva3r94XcdAMbBhAW1a318O9myfOvno7JsHyGa7ootNbuq2yTFVnKrtFmCUIsCy1qRE59FfWMdi7idFgGxsX1k/kwprb1z5/GdtXge//AcZ//fderCR1ODxwjRlYDw9ittaQiXWQxKDT5b6Ua3x05HB0BOxMiSt3XPvO7/wKvvVbv45f/d8Yn/z0o5VYcpb4wZRwWxs38PAWMByt4z//5koC8aoqul6f0VtahSu68OUIg4NtLCtQA4Dx0SBA/1aB1lprrbX2xrRpqo2JdSeRrtxls9dGtRBj3jIygFCBJIwa394qds0n7fKxur7abJHKNapXJvbJVlaLmbDQFjnprKFDFWDZdMy84CmL8iarQJdsPE11RCpUtFpy6dPIZ9MwV7ZmilindvumgnJ4w/W8iSsLZjdYvlkULE3DzNVtrL0jGNL1nGHepBuwJXeoOURT/5s2HaoDWY1Nn5VTAeKVj5RtgJpLX3MvMuacu02e+FSAjOZzOv6jkWs+V/HXZP/iiT3y/Uwt14zItE/MWWFfLiZh33GsBWgPgC1ZPK/BvrhjzunjVZYj7KsC5My5R+9Y/XIj5/BNH/rz8OUYvaWVUztubncyE+eiLQ/aLm52hHI0xPho0Jjh8E7ZMMlwebvwrqdZIMdHA5TlaCGxsIYNGTjNllY3xGVxfxu48ObbPh6AkIFzaWUd/SVGf4mBrcU81JmB8QgaPy7GiGtWxkW31sFhTVIILePoSIY016+Lam55aRvfeKk3rSr40Ic8vud7gK986Rz+zb9pzpxJJHHlfuCvX8Ijj3wD//M/Jbz2+sPBHfVNjzyPJ78JGBydw7//N5eqrqsK4SpZW1f8fRNXrrXWWmuttdaAkyXIyK2sm8emy27/HWCjzUYkiy13Wnz+iZ3nOEjdpo4An4KQCgOpU8qk9KimQIM+GncrV3WloKUOxMwqOxdgRaUVTyp1krqA6rIbUgRiFfnXBBmaVa3JkonqSpPtm2DqFBXcxPQiU61NwFfUnE1CRykDy00qsVjfagdiIKgV5VwpwmyHWjfblL/G6zhJ2wIwrLFKM1Bdp872qxsnZ/LVyXbS88vqWrvxSV5SVG+yhm2yA1duu2aaP+qffgzlNzxAqyPY034sqOFz7XeK0l8CACd9mgAJ4prA1XCf6gJOKlGRhNe8FegtL6Ho9lCOjjA+3MHK2tmJc0v/2uf9m1fA7NFbWsXyypm5H5CLeLnXXzmzgFJutw4C0CyW171qzBzcG83d0RUd9Fck++rh3s1TB2iDAwFUls30dqzT7cF1uvDjEUaH+ygWkFTC6rfUUL+l21Bt1hkzY6gqwTvRt4mAbg/o9jzWNxb3pqUcA4MB4eaVEa59DXj3k6/j//k/vRriykUVXFTLPXxBko70llbxxHsHE9DOXFaZCYcHhMuXBaCRv45nPx/Vit/1XVeBbwL+8PNvxa/8ytna+tVZfyl1R53HnTXGkFte4Vr31s4b/pewtdZaa6211iatUQ14pw94u9scZ7vEZgHD6csT+KYwoAkQVuZzddAirUvGtnK1YG2diCfdGSlR/eQiuSwJA2XnEBWDFOamrLG6akFjel4q+SOk502V/QIUTKtRgVec7BH/mpapXpKWkB/OjzhZXwNITcqpScVULIXShqg02GS9UqAKyByicA4N5KvyuV6zUC0xsoQEWtnHDFJVGGqqlJsW1qnhOk1A02xZLW/JdpqAwbreJRcmP86oc/pv1u+raUMHQIUxUnKD2yKK/8KDi+M1CDcoxe3BQEFAUIpSLFPKyg6QWN1LoUCpUsf57I5kaD/VSIJ23HQDnriJMbHA6XbLqxvYu3UVo8EOOptn443CANubqeQmZgB76r65ce4RdByF6qYdniAvtup+UE7tx/QOmcGV4cHOXXGDnNfK8RF8OQIQFWiAxJcaHuxgsHcT68fMvnq7NlTouFTjInkS6y+t4XDvJoaDvdvOyurLcQCO/QYFWoSn27d1LLPR8ADsS4Coco3udSs6wOoao1Os4trXAJS7eOoDB1N/OF/8w6u4dQX4E3+W8H/6W69OrPceGA4iVNt+vY/BDeBP/OmX8cE/fSWo4M4tvwAAOPfwBXzH9+zWJIWoJofw+rp4OHAYDoDtm4tzYe10J2HbJICrZmYNwC7L1mr7dHtNA53WWmuttdZaa+1es1lznJyFTJ0HJYqFeWDcBFyYNn6YZwKWQY3jztlq9+N8yRylNpxHLkipAKim7VNFXQ2ctO3yWlXiFGbHN6jGyQQ5F6Cknqrx+M2oldLyqqU3zDUJZTkOZVmNarelya/1fYeQR0DMUeDEGVQuugWDlCPUX5oqBKzUiaf04br2TCytW+A3zBW+GLZhYOzHDQe6c3ZfAbTV5QIrqwXqUp3azRHDZjYbJ5+qb1YSgsTZ5Qt3NlfKd8mN5xkgijCMCqrKMXVHJsD5tCM4sK+y8DQop323cqV6Xum/fF9ZW8ferasY7G+LNBmAc9rBXDwtSv7u3BCAtnXpEXS6VQBNyeeO1Sul6dWGnC65tmuTEvBsue3vtJmtDuk/24h1pT3U7G2IBD6VfV16lYhA5EAgAYp6LL+0hT8CwZcjLNEQ/aWVsI91gfRam+6HAXiLc5A2anbuE+8pYnUqbVmyFJ781obPBGCkMKjTW6q45y6vbWH79ZfuSiKB4QIVaIC4cR7u3ZyZSGAeM1fKotNDp1sfn80UaMP97YXAUztmb2ltIlD+/WC9pRUQOTB7jIYHUyHgKLgT12fgdA4CkjSu3Jm1dXzlBtDrXMPTf/IAAFCOR/jD37wKMPA9/+dV9JauTa0fM3B0RFNcV7PYcXWuqzXZWscjue7jEWF3VGB3gWJUV2RJGyayquZJHWar6FoX1tZaa6211lqbbvmI7jjwaAbHqZhrKLtuujSrzBwozVvpRpzF2TKqP7d8+JvPoWnKtlMzuOY7pytywYiVNaW8k4LA2dYEmRqOx/mH49aoCprkQ7UsqtnWsESuRrT5sJu4sHNUIcuUnO6W9+HjmnoQz1efaeW4WEmXFpJk/jgaLb5XzLL7CqB1OgW6RUdJddrJKMg+g9TPQBenmWEY9rjjsF62N7BCRAKzCnVD8gyyHqYQTcBKBGnyXbZiNn9oqx9V/b6t8xcUySsDcCksU0jE1W4cuwrBo0jKZayoamewv4tOYcgrNEb8rk+oo8GBuC4S4eJDb0K3m3YFAhnl16ctASAXyXigwZrpxyAEEYGcwCbyHA6ZSi8BqOyXABeptd0LPmXmlh4oQDXWrwpKAziN7Ws/aHnacNa6RetiZe0MDvZ24PwhNs+clbb3KhO2mzaAOfnr4RO4xvA+ig3ZV5+tJXw4P/aA93ED1rIjuDSSyALV9N/+SLNdLq9hqRPh2uoZveZ7t1AgKROLibnRZMwc3F4XpUCbNxPnPDbYvwVA1GdNYMwUaOX4COPRAN3e7bnAWhw9K/d+MyKH3vIqhge7GB7sTQVoFo+v2wDQcrOEF6PhAcajITrdPg62rwLM6C6tNoK4av2Afp/R7zM2FhRXDgBGI2CYAzmFcQLaJgFcHktOMrZGsHc0lOeGLwkHewUOFpcbA0QSW69WCReyrfraeHL1EM9jaYkxZ9jM1lprrbXWWrvn7aTT6RkMpwKg6kYidfDluHVJj1EH3urKSxNVhH85bJkCMGydJU7NBQ+1IISmlzlBYGwKSsk56US6xtMwnk9GdKzdJ0Jqhfnm5OFtvl5ZV5mTphVtOA8txWLOReVa7AmxqlV6WQtZpw1la9pjGlRNeUbY188BHcu83o1VqTRPpf2OSdrSzRxl90hdBSoJAlKgEpcNx20Sgam2ttzD2nIXPtwgHECJZerwkAXyNfZcRgoqKECWeGMaMCJQoeALDCpsu2rPcBCQUpV+JrDOpGFsoCcgO62jFkSkD6YIp+wD6XHtb7qBsB1bBwwvnMeLfwQcDXaxtd5Xj1GltQQ4laMxAQWArz7/IgDg3IWH8Mj5rfAgJGf1kTZ0BcEzw1k9nZ6bRd90ArW8wjI7NWuH0CpsD2E9MX1yBMBoCju9dgLjOGZgIURIGi6qtr09lLUvpAovCzqYPkDDeQLY2NjCwd4ORoM9rCxHB+EJKar95fTcMrDJsR6e4zpm+W59smTpqFYWlz5wQvY8EUTSjw4BACtrZ7DcL0IncBfP46sQYLSyRAC5ABntmEC8J+xPOC5X65wwuwnT7gZi4OjoUF1KCUsrZ0JcPyvDozoACHWYYiET50IUaAr3Gtw3AYkh11tew9HhHob727cP0A4NoN392H4ntd7yGQwPdjXj60O127D3GA2lP87rqlp0eugtreFosIfB3k2sbT2EPU1esrbZnITgNKzbBbpdj7V1YFFRmMsyurDGWHKuEleuMQHElGytzPLP9l+k9XrzxJKbjB2Xq+iWV2I53dOP6dpaa6211lprd8xmAbGTgrvjHKPObNxdqYMWlC+fB8gBEZpNrJ9ROUKmhkonhGnV0krb8qxsc/6qePBk9agANtK20H3yc00jGqUVtjldBd5NAMKYYTWfq0+U6ar1ztcTEAhMxdUxv2Y80XSV82YApLHlbB5ZUUWSTZ4RKkOBSnLYqfmSpo3MjUAwOu1NUjTOrns+PzRGg/rda03m47Hg7l2Il3JfAbRxWWKseLxM4osJmEG8MtCOb5zYUQQ0AMAcVYvJBa+4hmpZBADeSyA+7a0sOXclTlByzYgTf2OKcAsgUWBRJNa6EdJuWH0IKCTRG8Q5UdUZzKMEvFEB8EMXAQD7u7ewvtqFcwQHF1LFWiPZIa5feRkA8KY3P4alpaICh8JNr/8Csad4f3AHyRsJglPFHlF0w6y0oZ1SKCBeIzlRoOrenFyLlPIQJdSeK+BMlwiECict5hOlFzjmYVnf2sKrl1/C7vbNytPWkSkNE7Cp50bgcF1TSVvS/QJntPMmVdx5jg9gIAGbYYn2Nc8olbq/7AcAgHNnt3Dp7GqExhvL+FSni/F4hGUcYX3zrDVd8tT1oo4jebPEYJSlPHhKD5TM4FJUcp5FScdK2djak5G0KbC/beqzNSz1i3jyemifXBP7Xmh/cBCX1TRWIXtgRcHTaLA3oabL/84yi2u2NEMN1l/ZwNHhHgb7O1jbqgdG89qRunD2l+9fgNZfPoNdTM9KezQ8AMAg59Dp1bvH1tnS2iaOBns43BWAtn/rCgBgdfPibdb63rOiAFZWGSuri0uLxgwcDSUpw6G5oeYgLlHBDQcK7NS9tc6d9fDQwZfyNDo6cjg6AnZuLTCuXKdJBTfDnbXiylrdv9dv48q11lprrbX2xrF5x77pdk0vsAnH91A57k+uzVHS/RtdPWsAUaXuCVAioLYxgiigZv0EtMrqOZfR9Drm5VTmvMnfdIcwhczWVWBnelyuzjErnm35Ba20KVfm/vE6pGOpCNYqseKCGkX+5qcRz5MiawjHokolyQ6u4pU8vFUIxQSC58TLi+M2QH2KBQAo6tKf3mG7rwAakTQSg8QdTy+uYxJBlE7MY4NrbCPPQXEUu8AEA1XlDinfkR7pAORBZ4hcVEOl5JhsD+lwAlpIoIsFJAMJCDP2xhRvMufiZy2DIfG8PHhC7sn6H0pgeXUdRITxaISd3T0srayiskNST88er1wWgHbpkTdj7L32WxceUASENgudnyjKhHWFwLx4/gINFf6B4r5aXtg3uyvsARHCmcWlMK/neG0JxqsrD8eah1SE4nFl6n750MUL+BKAwcEuzm4sTzxk0gdX8iGBOoyCxYWYnIEyF3uXwTN9MBkQjWdu/UPbzCijgjoQ4RNHovh5y6OX8NaHN8UtmeXYFy5exKuvXEbBB3jTxcciKFTgJWo3Dio0z6LsE0Bm6r/Y5qX3KEsPP/YYs8doJH2sVGVc6T22r4gL39r6Js4s9eDTdjLwxh5cehh0Tt1yO/rrGmTYDlheEze+4eEeOoWUlebgsDZ3lIBeKPBL2pMhcc2A5gQCZkurG9i9fjlsfztmMdDuVxdOQBRogFyDJhsNZF23v3qsuHHLZ7awc+0bONy7Ce9L7G9LzLO1rburQLtfjAjoL4n75uaCHLSZgfEIzUCuRgV3aAq5g+qydJvRkfxKjMeEvd0Ce7sLqS4AgIgbVXAzlXE17qzLK21cudZaa6211h4sm8KrFlrecbevGzUa/MohVd2+6XQ7nwMC1ZBeti4Xutk6qtk2XWbzDZv6uXTlDMshImBz38llE1PXZJvjtHsd4Mv4UxXazSw8znRNK1I/6o8F5VAu7GPnnk/sao6V/qnM8R0FlV26HxGhbBVo0817YBzuNIEADkAJVR0RYLKfQtU+ZjxWwmoTeYNrAEj1nmQR7zhNDqCAyAl6E1c26YEGi8jKJcFjGj1N1EaOwo0kLI9FQpqJE2S9z54geadMAJTWxURwvV4Ha2c2sLtzC4d729jaWK+o32w7IsJrr13G6OgI/aUlvPWxN2vqXAU8zs5NziokCK5LYQKADNgE8BcfS+a6GXYzUFP3hoBqltUsoOr/tD3qbpxkfULxwkNSFz18SRQwO9s3sb7cqzzEKwRc+4X1IhBPnIfBowDugooLCoQkXhqsnyok8wSBvAmoNGAIALe2bwEA1tc3JIaa9kkHwiUFaNs3r2F5yfTAKYCk6OLcYGmcwDTOnE/6IXuGB8F7xstfEkXcIw9dxFseWkfpS3gv5zaGhx9LrLfSi2tvyaYY9RovLtZFFG9AUWwBkJhkHYxR9HoK3vRqBOAWr0N4FtsmHmDPGKiCam1tIzzgqu6/YsuaAGFwcHsAjZkxPLz/AZq5nx4dNhMPi39mMevmtaU1ub6DvVs43LkO9iU63aX7ur3udyMCuj2g2/NY31hc/IjxGOqKmoG3CRVcTPxQp6IbVJRz+qvKFOLT3VxYjYH+Ugrd5nFnTaBdg4quc1+NrlprrbXWWmtt0k4K3Y5b1qzj8BzbLDQSVg5xauauOZjL10/b3xYlugkRaeUv9JL9dLo4T7Wrx7Z1jCCcaKyWoRCO81AuJzecxuHmAqgN8/46MQwAzbhXt4pxdLTIXjqf3V9DPCcKnVT9BPmIgHyyHu2A4GpJBBSOsvWGYxPYEybbMR6XrKa4DLLcOhgldxrrbWWxoSx+lH2IftUK+0z5Zf+jCHic03Oj5GYlEtCFGIENBJw/fw67O7cwOtzF1tpShEZU5V5XVH322GNvxepSrwJ9ggVIoUeoieEXTnhiWX1HbmI41Zhlum24TFRdHk83gKYUsaf33TSFjKmYts6K2+OtmzcxGpcoiqJS+wgHKStflVxJWWkdDdSmbctcbauQeTVAxgQO6TLPHtu3bgEAiqVV7B2OYv8HsL51DgDwyquvybpKa1k7SOmU/D+q8LRvJxLfaUDSOYftWzcAABcvXcTGaj88wLw+lb2q1STum8Zj816+e4kBN1ZyVrJCtLKPfn8Zw+Ehuu4IZ86sB7Bn0E3a0usPgLqdQh7s7OV4h/t7YF+CnMPambVKHo70R4cBLK9tABDFWiUAq/ZHj/l+jEfDA7AvAaK5AuLfqxYUaAe7aMpMenSoAK1/vPNcTgDa3s3ovnm72U9bu/es0wHW1hcbV877GFeuKalDrqKbgHYH8a8lh/Aay3M4cBgOgO2bC3Rh7U7CthzAGXxrhHZZZtZur3Vhba211lprrbXTsiY0sxBkoxPFOmaUzkuajmfL6kT0FQ/MfF26qmb+7xEVd8YeAkvIpv3pOgBZOKbmY6eVoGRlot2IO6R/07Ks7nfBi+C+AmgXNpaxvr4MSl0NHRKIJUAgVUWFYHoaM8yCBHqPIElkXZdfGwISt8O4NlxTQnDPqyOnAXqFSmryAUJw8pPOyFI3BYFpfw+dMkAW+Z+58MWaAmfPnsPXXvgqbt26ERVjlS3EXnrxawCAx9769qCgq+uY2dlWtquCrgQrpedv/2Oq3BzzQq66WtyW1RSyfmYd3W4Xo9EI29vbOHfu3DEKsb5R/T517+DiKP9LYVkO0JiBw8MhRqMRAGBrYxOFcxUod+7cBQDA9WtXMQ7yzFidyP4MrcX4bWzgNygOOYFTgHXKysOMCDeuXwcAbGycxaj0yTWUe6EoKEDnwFeVMnoIjPUJoBb4BmxsbuL1K4foYIiHtlbDupIZnj3KUtvLC4BjBrwuG/sSzIzBrgSnX13bwOaZ5RDTzXtWd09tY2YUW5sARFXVcSMURVek3gFw1oYW0POJ12BkGTiX1+L1qV6J+8L6y5IUwJcjlKNhbYyz0dAUaPMlEIhlnwG5At6PcePVFwA8mPHPWrsz5hywvMJYXllwXLkjqle9HWh21TlVdOk2pcaVG48Iu6MCu80hBY9trqi6pk6NJbfsxWXV1i3Vq+haF9bWWmuttdZO0wzK5ONkW3a/jZ9v1+rO9zhqutqR0bTJyDwNnIlDzGyO1HQNAUTxQr5/yjQyUUNa5tQ6V9UqcZ9TtvsKoK2vLmF9ZSlCCHCkj4jw6TiWxK0LkCtALELIGhm8O11UtUV5Y/WqxlhdHFRqqU2OVavqpjqQVwFXDcDm/IXzAERN1esUE1SXABweDnDltVcBAI+/+5uw3O8kZWYxz0IbPdivvM+dO4fXXnsNezs38ejDd39Sn7pb7m9fBQCsra3h7MZyJWkCg/HYmx4GAOzu7qDnxuj1lybKSYFbTA6QQNggRzNX3yQuH6xrSKcejUbY1RnhuXPnNGZbFf4l8sGA7ZzS4w4BrqtYW6We9iOxtbmJ16+8ivHgEOtr/aT+Sdnmqm31N6WbB0r2eP2lAwDA+fPncX5zFQxJomDunV63Lz2D15fR6y/haDhAjwdYW10Dg8RNVrfzYPjS2ksVb+wrisxbQ3F5XF5dR78j9TLXVKKYFjx9DHDy714xV3TQ7S9jNDzE8HC3FqBZltTuMZV25ByWVjdxuHsdQ3WZXdu6+/daa29cIwL6fUa/z9jYWpzjx2iEzP3UMrI2ZGI9SL+rsm5QdWc9GsqowZeEg70CB7efrLhidckdqiq4DNqtTIN4AuuK+2p02VprrbXW2mlZOv6lmmWnYXbcOo9Jn22Tr0/X3Uvj+EWatcGJzq9pp5PCvBpLs42OF/dudW67r4Y4ZckYl9WBrrlbEgBPnCA0UdVUAt8FUmlQzFQybEsz94jp4KhJeRT5xyQ8S/eZgFUUgUO+/TyQy+J53bxxHf1evSvK819/EcyMCxcu4KwqcN7odv78ebz22mu4rsqqu20psNzZEVi1ubmJTjF5TfsbZ7C+vo6dnR3sbN/Em9/8ZgAGxxKIlii+IlCbHcetuj/hxk1x31xaWsLy8koltl4oK7KxGH+NEKAToaxVx61vbAAAtnduSZmOKmWnbs+TbSbbWTyzhx+6iIfPrULirhFKdSEdl9GdtPQeW1vncOW1yyj8EJfOrWBcqlKu9CghzxxWV9RS28yXrCq4EmDGK0eaVOHMBvq9DkRRp7HqoO2sijmQQ+l9JUmFsXtwFbalP16n9QPdWz6D0fAQR4e7WN24MLH+aCCA8iSuqstrAtAAgXXLa2dvr7KttXYPWrcLdLseZxbowlqW0YXVIFxQyB1kQC7bZmhqucyddTigEFYgjTO3KOv15ogl1wDi+kupii66uXZ7C61ia621dg9aLiYg3OZkvrV72k77muaqqfz1mQNQN4Oug2pNwpfb9URpOgY3bDPPcR+0e8c3fD4tu68AmsUws0k7gGossApUmlM1VTMpr4Nc6aZzQ66sTndayWXuh7du3cJoNEK3253Y5qtf/SoA4B3veMcdrcv9ZGc1Dtq1a9fuck0m7ZbGP9vc3Gzc5tKlS9jZ2cGVK1fwlre8BUAz3M0tBWQVhVoAPJy4KzJ2NKHB2XPn0O8VVeCmJMgEaIn+LSww5SgY8GkqW0jQfwC4eeMmjsbVx2HI3GrALbvnnKrmrl+7rvU7r3s6FAWh23HR3Zqio/TDD13Aldcu4+hwBxc2VuAZGJdekyBYCm3WJAgC1Ervxa20FBB3pJkpz507h631nsZsA7wvgxuouZACwLgsY4MnajqBjHE7cXfl8BkcISS8tLcP12kxPyD95TPYv/U6hjUSF07O9SQAbenMFiDiV6xuXJDMxK211tpMKwpgZZWxsrq416zeA0dDqrij5iAud29tBHK67eGhg1cX1qMjh6MjYOfWAuPKdZpUcDPcWSux5Kr79/ptXLnWWruX7Hbhg5mNMNO/TeWmkCJ9HKT7I/ucHyfdp+7znbb8/KYBljeyzepfx/mVzYHWtLLzvpUun7bMNyxv2o8b1lm96jJ/phvYrKzufsnPL816Wndf5Ps/SHZfAbR+t0CvK4OxqZArrJ+EXOm6uwG57qStrq5iaWkJg8EAN27cwKVLlyrrmbkFaDV2/rzAlntFgZbaPADt4sWL+PKXv4wrV66c+DguxMyb3v93t28CAC5cuIB+twiArTkRQlXlVlW0VVVwm1sC0HZ3tzUOW8iZG/ZJEyJQctOzKr7sGq6e2cDhYAw4VrhGGucnyZ5LwJYmYbh58zr6vU5IUiKqN3P5RHT/9HIOpWYZLT1jsC8qwUceuohz66JiE8WbxWhjVb0lqj4td1yOwZ7kB9uLy6glWnAgeIjyjSCxHcsy5CINseqsXGuqsow/ouadWyZXNiSCtXa1PgBgabk5E2c5GkqyBBzfhROIiQQAYHXz0pQtW2uttTttzkEhE2NzQe9vmYHxCKqOqwNwEcyFxA+DJnfWCOhGRzJMH48Je7sF9poTBR/biHgCti2vpMkfmpI61LuzLq+0ceUeVEtdhh7USeGDZPm1mnbNTvu61o24DVrIGLVmpwaqkWeZbxrFe8Q+PM2zIYUwTRBkGqCZts087VunPMwD6ntUy584VpMkDNOvdb7MjjvPL+Qsb5HT9CapO31LbGhzNNuwsi1Ngr7K94S1cLZh2lfI5msmDsi34WSbvKINFzbMNTOqzQAm5UJ33u4rgLbUK7DUM4B2/4KuO2VEhHPnzuHy5cu4fv36BEC7du0adnZ2UBQFHnvssbtUy3vPTLl3vwI0u86vv/76scq+fv06fu7nfg6PP/44vvd7v3eufUyld+H8+aD+nGVVlVsEZrlb6QW9Djvb21jqdQLESrcVVZYPMcZ8yPLJGBwe4PBQXAw3NrdQMgMlY5wQPCaWuIYQaLi6vgkAuHr1GvYOj4K6zWmmW6efyRE6zsF1I4ADxB3UVHlvedMlbKwvB5dPyx5qMdfKUhIhlBAXUe8ZHr2oTvOMMgmuZrHWPIByXMIzqduotFep5w9mkKeQqdSSJhDk3BmA8xGmpT+e5jJqg5H+SgRo6fyPCBgMxFW101tGx9Vkq51hKUBr45+11tqDZ0RAtwd0ex7rC3SqGI8n48rVJXXIM7E2qugU2gEAM+HwQMq7ubAaA/2lVAU3hztroqZrUtF17qsR+4Nnd8NNyKxO+XSSMuqshYGnb00Qhyc+NG0wY1lmKXjKYZQVkY7oHSQLYxpupFJW1pnSeOKUAQ6g6i2ReqTkdadsP4M+OVRMx6cpnEnb1epOWkiITZyUO68VFg6K4vFz1hNPouFzwwMktLGvV3ul35su/1TF2bTDH/fmP8HDglDtW+nyuuLSqaXNWXIZKAFghxCfnu7Cb+N99XMsqpEWnE2z8+fP4/Lly7XuiF/5ylcAAI899lite+cb1Qyg7e/vYzAYYGlpMnj63bLjALQrV66Amee+R37/938fg8EAn/vc5/D0008H989pZv1qdrbSaFafaTHMAODCBXGlHY1G8OMhVlZW9Qc2cyutxGmLQG77xmsAgDPr61hbXVb4FGGWvLmQ4zMEaJ1ZF6hz6+YN7B4coSgcwKLOIM1O6py6iDoKWWuJAEcOu3vbKMsSzjlsbW7BOZcMJOIT32Cf1EOUY6JgM6WaFyBWSvw0S3ww5lKVaV0wABGAqZusNkpZelWuEUrP8L7EWBVzMMgIhGQLni2umyResLZhBpZWBaAND3dRJIMcZslWCgD9pVUUkGzC6ZvC4AacLEvfHlJvCZuXHsNoeCgunMl2Trflmn1ba621N7Z1OsDaGY+1M8Ci4sp5XxNXLlHBBRVduqwO4mXZWr2XJ9tw4DAcANs3F+fC2u3VZFptSurQBO1Wqt+7vdaF9X6wRUCuedU/x92uTk1lliuFclBTV166DdVtUFOu7VcjUGkN1bZoGlvlgKacJaea9n3OyuTQruKxkuziEeFXCrHq+FS6nYU6B+v2DsGbJfTfvIMm5qh+PSf1zce9E7Gl0w8JiEsEWnIeuo71xCjb1+ph43WbYhjcq9yPtq0mgIsRmbNTbCK5dYv1uEjAKrLz9w3l1B2iDggStN/N0Z/STUbj2dsv2u4rgNbabJumpnrhhRcAtO6bufX7faytrWFvbw/Xr1/Ho48+ererBEBA0TwA7dy5c3DO4ejoCNvb21O3NRsOh/iDP/iD8P1jH/sYfvAHf3AqfGPm0K/M7XWR1ul0cObMGezu7mJ7extra2u6Zj6VmynBLpw/j5V+d8KtNKjVEoC0dPEsik4H5XiM0eE+Vja3BDz5mIVzPBLoZUCKHIKr5+VXRfW3vr6BvcMRiAhFocq1BLgB6hoKAjkHAtDtAECRwEBIsgGoy6cmPxDYx0G9ZnHRDJzZeQHi5unBkh3VA+yk4HHpQ3w3LhlMqpDzjLFnMHuUpUev2AQAjIaH6BQejpwck4HxkcY/W14FCoCMeOmbvcpg1wngcwxQAcDLj803ve9PyRjCxXOmpIyOfvcAiqRcVyQDZo4DiHTA3FprrbU2rzkHyTa6UmJr/vdBU40ZODqiCdVbVMzNVtFV3FhVGVdqXLnRkcPoCNjdXhyUc0UNkGtSwWnihxTABXfXFR+W9ZdaKHe/2ry/pVzzuWnfeSbOZpRtE8YVHL/nx0sBXgHERPAUYYpN7NPyc2WOAYm0vJBrLjtw5RwSsNF0zvny9Ph1698olrbjvG6StsPMVyl1Hc36QQbx8s/zxB3Lr2HaX+qOyVrp0JVyGZ3OL+C1v1F9f7V1YfyN2M8nKqedsmQO91EaA80gY1bVyn1mSkRyusxe4FNymHDyBuvsO1VKltPkUOFwidJrVQcgefJzesKjVoHW2u2aAbRcgTYej/Hiiy8CAN75zneedrXueTt37tw9B9AODg4wGo0AABuaobLOiqLAhQsXcOXKFVy5cmUugPYHf/AHODo6wubmJvb39/GNb3wDX/rSl/D444837rOzs4PRaCRqq62tY5/PPLa5uYnd3V3cunXrWNeBiHBd+/z58+fRKdzU7aOKrYtzZ8/i9ddfx/BwB2ceuagZN1ndG2PcM4YAJ9ZYZZ4RoN2ZjU0Mjso40ALCjwwR4JyDc0ABB3KEwumbLYVp1aQPBOcKFAXQYVf5JRMVm1c1GelnH94Uei/um+bW6jWpQ09/MQkdgATwsWf9ZQTGvoQfezCW0e31MToaYqUzwpmNsxiXJcYl47VyAABYO7OO5X4BXzJK+PDDx8kPoIA+/Sxep0Hy7siSMyTtBAFm9t0k3B1tEedieQyAHdBxpshDGCiXnIxJXJTsC0CdjP/WWmuttbYoIwL6fUa/z9jYWpyGdjTChDuquKImceUOZ6josv2PhvKk9CXhYK9ATd6YExuRQLTpseTmUNFZBlaNK1eTiLy1B8waeMfcVqY71eycQ6sKEMkn7hS34UTyxqRqpoymGIwgAyE67piIdkI1x0rGRLa/zwhNGDJlLxAbTtV4RvicqpgqQCI5TAqzUk6T16HpmPeLHec8jnWec27sEMe0qRLNhtRm1PA3h8l5FfLtqGGfOuhn8TspLcC215fjBrLS/kSp7y4DBIN3UckXiuI4P0qVggEcZh0zTU5HRuwYKvog8NHp/zi0AO0BszQgfurO99JLL2E8HuPMmTO4cOHC3aziPWnnzp3DSy+9dE9l4jT12ZkzZ9CZEfzk0qVLAaC9+93vnrotM+OTn/wkAODDH/4w9vf38du//dv49V//dbzrXe+Ca4h+bG2ztbWF4g6NZLe2tvDyyy/j5s2bx943xGebo38HZRjJ9q+//jpu3riO3uP1bWex2CxeGaub5eGeJBA4f+4cVpc7yXoElZuBN++BEZfJmyUGwSkwIhDJ/erIqYuo/ThRzPRLQOEcivBDJNeq1PLtzY5nyRhqajYmUvfNMrpxEsAlAGIU5NDtyzVd39jA9auvA6NDbJ1ZBnsPcsCzo0MAwMXzW3j0/BlVyXkMRyVK7zH2GpetFDUbaz0sTptBM8lQKjUf21u3tK31rw1QGZC3dtmbsrFSOftR7hBQmCou4Y5s9A4IfqJh0MnJCzJoe+hyj5h84X4eKLbWWmv3t3W7QLfrcWYdWJQLa1mKC+vhgZtQwhlkG9aq6ATQ1bqzJnHlbN0irdcXyNafGksuU8ZV1HSpkk7+ttFM3lh2LEA3ZeOybn26LLlNKRvjECKgcrZA/5KOV9i+uwSEJcAiv7NsG0aiDmJU1HiNxM0gm76oZABdSsZPuk2oU7J75d3vxMK4T+WQZbZdBmmaLgpnq3LoRzXLmv7ebUtfr0yr2+3U19ojdXfOLzshgaxWt5qfmHB5yumXy6BZ6m7aVFaAewncDf012TYFa7E4+eQgyrrD0eIylM9rLUB7wOzs2bMgIgyHQ+zv7wc3uDT7ZhtHbtJMuXfjxo27XJNo87hvml28KEHZ50kk8NJLL+Hq1avodrt4//vfDwD41Kc+hWvXruFzn/scnnnmmdr97qT7ppmdq537cexaokA7jtn20+Cp3TNFQRDMJMOX3Z1bAICHLl3A5tpShGYcM3j60od4Z6VCrhB3TEclZTJKISoBiBsmwTKIiixa2KYL+wXtNHH4ISJycBAXUSJoVk9oJtEOoPDP1GwgKFQTJduZMwLQbt26iUdLIVfkgYN9kShsbW1hpd/RwRnjDLQO7FHquRGAcVniqGSUoxKjEOPNY1RqcgRioGSUYDBI2kDJldRHmtmyijquTh2d/U8Hp2OKP7KUjBjCG2EbjMbdACJR4hFkZeEnYloY+GPEN8lsSRm8xILzXlV3s7tba6211tpdt6IAVlYZK6slFhlX7mhoyreGrKo1KjrLypoDOdvHqwvr0dDhaAjg1uJe4HU6TSq4Ge6sWbbWFMz12rhyrSWWg590uUeyso6kzCFkbeJQQARtts4l4yL7y+nfTsLzAsyIdMyUQTbeDMkBUghie9g6fWEKe2HpUB1npeltdZxWB16C1VG0zALAadp3xv0Z4GFy8erat3LMmi+hXRDPuY7L3omxYxMvzbep+7yQg2OSq+YvpFn/R/aFs3WYvGR5PQlA2cZAa+12rdPpYHNzEzdv3sS1a9dqAVprkzYPRDltOw5ASxMJzLJPfepTAID3vve9IWHCt33bt+GjH/0oPv7xj+O9731vbZKJkwKq49hJAdp4PA773AmA1mQGXM+elQQIRKYWM9AGoBsH+1GVxkGVZkkDSgVt9gYwjd0mPw6iKHPkBapBEhs4xyBi+U6ia0MAeQAzyVshdd0kOIkTAgBcxGQD8GAAW2fP4sUXgMHBLpYMlDFjb1fUdsvLaxiVir1Yz5dIYp6Rg9PTLQqHZacjMJ8ELy09xswYjxlHZSmx3bxHORbA6IOLrLqjWjII+CBv96W+VeNkAKeDsxALIry6kgGZLXJQ5qgjGpOke/YooCo/tjdhJJlbycnxSDKvkp6jZwQ1YIixQhG6AQoDfRwot6CttdZaexDNOShQWpwawOLKDdMkDnVJHQKEq3dnrXwfEEZH8qMwHhP2dgvs7S6synCOK1lV5bOp4qYldah3ZzUX1gbngHvWmia8rS3WpkGQ/E4MiQGaLkrtravwDJMAKYVtabk5TDJ3VAfABsdpNlDOCpZjVWVMplTiZKMQTB+ouP2VXl+c2hgQCZ+xcjLlUwA5cRM5hi60cXMtHE+OPcH3KPmct0120lxzMYP78IwbKZxbcjyfANhp8C9AT1ROpbFvzXtP5/vczrNg2r53gZ+1AO1BtHPnzuHmzZu4fv063vrWt2J3dzcok97+9rff5drdm5Yq0I6TyfJOmrkxHgegXb9+HePxuNHlc3d3F8899xwA4I/9sT8Wln/oQx/C7//+72N7exuf+MQn8Cf+xJ+Y2PckGTiPaycFaOayvLS0hNXV1WPtawDt6tWrx7r2zBwA2rxtUgFsYTA8Cdg8JzDJEhqEuGzptoyxEhnRcXlVWTl1ARXVGsElLpAUXFLTRAvMTs9FYODuzjZ6HQFsw+EIg4G4cJ49exb9XlfjwnmUJYFZZGceouCCVwDlqRKHQ1sBRISlnsMydSQpA2yARfC+xNHIY1yKQm5cMsbeSyKEUgEUM7yq45hF2cY6BCjZg0sddDgFV6b4I/mhTTMgaZ4FeYtlb0LDoIs1XpwPII4IE/p7cgmUBMNR0o80VZMNvNLxa4jrZpBN6+KTbVprrbXW3qiWxpVb31xcXLnxGFOTOjSp6CrurgfVOHPDgcaV84SDfcLB/mKJV39pjiyrpphLkjrUubXa3xnRQW7Lbuf3K3n/VfluZabKKlufT/jbTN6LtakAZNrFrgx6MHFhKPlX3Y0r13UC3hVhw/g3HXYlhXOyPJRDqMbWAsCgCiAjcNWlMXlRCiR9Tsd2zBpaWMec6fa2vnKOSacNbUB2AA7nSYjjxaRyk8kDUL0nXFHdfmKjmvJqC0s/c/aVElhuY+f8gmX75JYvz+H7NJiXbn+a1gK0B9DOnTuHr3zlKwF4mPrskUcewcrKyt2s2j1rm5ubcM5hNBphZ2dnatD+07Lt7W0A8wG0tbU1LC8v4/DwEFevXsXDDz9cu91nPvMZeO/x5je/GQ899FBY3ul08O3f/u349//+3+N3fud38Mwzz0z0ldNw4bTkBLdu3ToWzErVcceFnwa/BoMBDg4O5gZw29vbKMsSzrmF9RcDbA4FOjVeKpI0IP0bEx4IUIvn7vXXuvQyCACkPQVYaVZQIjgXRxEE4IK2x87OLawsiRJxeCCv57vdHrY2VhX+aJKCDqPkIqjMPDTRQqlKMgBQvCVH9mCDbaowi7/cev6uwJK6oBJLRlNxiyV4LkWtV3ocsQOPPcZliRIsCr6xnHsJVjIlQNLcNUuVinnPlR9nX+rbumQw4Jy8sSUbdanLZnBtCL/icq7Qdc5bJAgdAlayEcW4J+z0gC5SOUKMr1IZsCZJGXwyGLE9W9jWWmuttTafdTrA2hmPtTPAIuPKBRfWTPUm7qozVHQTmVnls/fy2zEcOAwHwPbNxbmwdns1bqhNSR2aoF2WmbW7ABfWXCiV/77lLKGBB4TfyMo/ivsY1EirG4Tz+nnsa5RJNcfPJ/g5+Gl/o+vtxMqkuts2gVHpovR7HaxLtzY3VySeC2lBNvbjdGyYnoT+dS4uCuE/kPZFCi9+bTQaVHbEQVEXwJm9wLVteGJoqfsmAC9LSlBHpNOMn+ElL03ukqvj5rnHJ/al7J5IbxQ7H81CWkmAYdsyUs2B1LWsLDo1awHaA2hpIgGgdd+cx4qiwNbWFq5fv47r16/fEwDtOC6cRIRLly7hxRdfxJUrV2oBmvcen/70pwFU1Wdm733ve/F7v/d7uHLlCn77t38b3/Vd3xXWDYdD7OxowPw7CNDW19dBRCjLEnt7ezhz5sxc+92Oe2m328Xm5iZu3bqFa9euzQ3QTH22tbXVmHhh0eacUwn85PGYBQ6ZUs2zD3/NldMzgFLhkuwVs+AovFrf2AQA7Gxvq6KtwP6uwNyNzQ2sLncr8dsYCqP0+GkMuGoyBVGUleykXt7Ds6rXYIOB+PqKWWT4AILfATlZ71wBVxToEUD6MyZATMAdgzH2gB97lOzFTRQefixvGEtT+pWSJsAyrxK0vVKXUw+wQatkkGGZQdkJTBTwSaH+Nibo6PeSJfZbUchgyQcpnKb9ZtJgrwxyTgdxHAcehTRSp5DmYAhcDC6/ChsZUl9yqLgljJMZx7Q3800ThNZaa6211pqtKIDlFcbyyuJdWNPYcaaQM7fWiUysB1UgNxxMZmctNa7c6MhhdATsbi9uCuqKGiCnyrgqhJtM6jAJ8eRzf+n4UC7lGVy3osHKdP0cP4YOVWVTZXddGKCJSqPYa7bD7EVZHoPV9gXiiztGVKunNg3avdF+0+vapmldbuH6621cNyYK1zsmog/qMUKEP3kMOttG/hkh48qLW7NKf08uKPkEpGFym9RNNoeHYT3F2lnyMQ4H5Qjeks4Z+i7F87BQKmFbPR0DeD5pAyu+7j5Jz4fUnSOcv41jXbJtWoYD3F2gWS1AewDNFDXXrl2D974FaHPauXPnAkC7266uzHwsgAZIIgEDaHX2pS99Cbu7u1hZWcETTzwxsZ6I8B3f8R34hV/4BXzyk5/Et3zLt4RjG4xdWVnB8vLysc9nXjM1161bt3Dz5s1TAWi2nwG0xx57bK598vhnd9uICJ0i/amUX1DWH0bmxB3UQ2GXwCZxGxU1WG9pFUVRoCxLvH7tJjY3t3D95i0AwJkz6zgaieoupqUmFB3SzKaickvjvDGj6obKiIBKf3Vlm1KUY17We2LJJOq5InM3lRg04yk5jmpFjwAziw6AThEGKSpGA5cac449fNkBAxizF/Cm9R1JJQN4HDOD9PWXKdcI8pYwxJqDgkliFCSQzJEsI00IURSkAwMGdQmFvWYjOQdHGpMOAhe9ZTxKkx0wwbFANjgEsKbDIPlY6CC7BLwmTugCFXcFa0eGvh1NBywqaRsjbp8OItNBYat+a6211lq7M5a6sG5sLc4pcTRC5oYaVW8TQC7NvJquG1STQhwN1YW1JBzsFTjYW1h1QSQQLXdDrarg5lDRJfBuaYllnHCb5jHlpVT+45iy1ZqdUi7C2fJcKUfZh4Ii/4CPv+dc2VgWOMp+uzPSokOscMx8DMDJdsiW2ecHZVxQdx511zuFSNO2yxsnbdf82qf9oY4fhzFZeu3qNswBndG/nA7qy99KOS7ra5TVLwFqYVkn7BrqSbqWycLIiIeGvQyG9l+LyxxAJFdBNCiOuVNYedrWArQH0Awi3Lp1C9/4xjdweHiIXq+HN73pTXe5Zve2peDxbtv+/j7G4zGIaG41nMVBa8rE+clPfhIA8MwzzzTGSHvHO96Bt73tbfja176Gj3/84/i+7/s+AKfjvmlmarBbt27hLW95y1z7LAKgpW7P85i1yb0C0JpM4A0AognhWoy5ZhBLoNHGxiZu3LiOne1b2NraxI66E6+trWM48iDyFdWao+gSGo5pgI0IHQNs6dsnOx6gyrkOWL+H2GyJqi0kFWACcykx4iyxgBI2T/KTHF1DAfYES+RNHhKvjAgdcuCSk19+luMziTvo2ICUl0QOnlGWVqdYT+/LANFAAvUU4YF9Ka6dYw4p4qHXg5nVRURSTpEr4NnpoMWhcCTxaTwjqNQ0WBwrUGMmUemRg4O68kLcSR0IhWVF0NEwg0OiBZdkuqoMfJNXpdZdHJKBOSYHUxjL20GDcaWWYRAvLX/OeLh33O6FOrTWWmut3Q3rdoFu1+PMOrBIF9bhYNINtTaZg4K6YZqhtUY9NzhUlQxT2H+R1utPquBmJXXIQVy+f00OrrmtCTzl4KpuZZmvzIlWwzrKltXxF6eqIHvZBkJ0LUxUV0GN5KLIysaC4ZC6LwMh42YF1HE2Nkle/IV3fEn97UWe1f1++11vukx2LvOcj68ppAnGZay0FtbldQAQstin0M7X9KOJ/pOqywIys5fDkQqHvpMeWPtOfte70Kdk7Nuv8cq509YCtAfQ1tbW0Ov1cHR0FDIuvv3tb0dR3A0v4fvHctfXu2mmPjtz5szc121aJs5r167ha1/7GgDggx/8YGMZRIQ/82f+DH7u534On//85/GRj3wEly5dOpUEAmamerMkCrOMmRcC0IDjwVOr370O0KZZjLmWvGqCJBK4ceM6DvZ3sNzv4mBfYqCdPbuJpZ5L3DQBIEKuvNwUsqWx6fL1ncIAWwGTkqfHMNAnxmB0ANZkCyWCug0QKBfqw/EtKoNRlhaRDQAoxC2z7UiIExx7dJwdy4FUulWWJRgUXFaZCL708CzJDgSo6RtpL5kUyiSDgWfWwaG6i4Iw9pIAocMMYKyDCiAmfhD1GoPApYejQq6Zqg2LECvDlG5yfiWXwNiDtaEFPGqWV7IBqrZZGBDrwMbe+oWREuKgGcmgzj44BHm9VzhnVsilEqEcSft0Cv2sg2tmgEuN7xaucvXvom2ech3aQNSttdZaa/NYUQArq4yV1cW5sHovUC7Ej6sBcUEFlyrpDmriyyXLvbqwHg0djobA9q3FzY86nRoVXE1Sh2p8ucmMrAHSrTB6C4gr12TTuJtZOe2S1u2QJ1rKVgfYYvHlEvoS1EYk6y3WVwBCFLOfT1imhgJU3WTxyLKYYDaO4WQskq7zDQOFedosrUYdGJtl82xTV1YdHLPP08ZVM8vJYgGmCsZZdbUhZJp5NYV5lVhuVN9uYUGqRtMLOhyd/kitBWgPoBERzp8/j1deeQVf/OIXAbTum/OYwaF7CaDN674JABcuXAAg6rX9/f1KLC8Dqe9617tmlvnoo4/iqaeewhe/+EX8+q//Ov7aX/trtw2ojmPHzcS5vb2N8XgM51xIQnBcOwlAs35yGlDxtC0kc7h5E53Chfh3585uYanXqajWUhWbWLIc5hpqr5IEJNWp1lIL4Mi2S157Mse/nh0KVz8UEAgXXS7ZM0omgEtxKQXUlRWAqsrs15rhEOOpSWnEhE7hBLoBqlYDuOsEbkkmB0nuwKqU8yVKFhfWsSVVSOAerH3gg/pNQJhT5ZuU4YoCQAnHjDF5wAvydCChVeo26r0kXAARunBAX9reEYVxhx3as4djUf8ROamDtavXRBBKuCI045jh1Aa3FtiWFczp2+U8ULPFwiBKYttBtnckb7g7RTb4ZR2kKbgLMd9YBvQVmBd6SNKPsnXHtXmHZI2DvdZaa6211k5szllcOcbmgl5nMAPjERSwuYn4cpPJHKIabkJNF6AdYXQkeGA8JuztFtjbXUh1AQDOcQLd6rOq1id1qFfRLa949JcYpxS+dzZwqvuhnuczMpUUJtdZjqYckFlZYcyRgDtmydAeX/SKWWKAFCSxfoieE0ldKIF06d900JCc+8Q4DZOWgqf8vGcBNTSsbwJ8+bHy4zaVkx8zhDOuKdcqVVGg1ZTTdFxGNcbvaVkL0B5QO3fuHF555RVRQaAFaPOYgZBbt25hPB43ujmehp0EoPV6PZw9exY3btzAlStXQhy3o6MjfO5znwNQnzygzr79278dzz33HL785S/jxRdfPFUXzjQT5zyWquNOGsw/dXsejUboztDge+8fCAVak9k52TlaRtiNjY0a1ZpYGmutWT0GpIDN4qEBBtL0M0jihFH+k2nbyjpnr65Cuba9E7UXUUzjHV4wu2qgXqs3BIoZACvVDbQMiRhkDwNg7ArJ7qntwCzv2AgKxRyAsohqL0vq4L26n0KyiWrGUnYQFVsAbHo8krYiFsUae5ZkCmSZRgEae3hiOOfCQILCa1uHQmXyhcrECEBBBZyGiHPWLpD4al7j2ZVlCSYCscR0swGPZ2DEJfzIwzJJhTgwqnCzRiUguHdyso4cgquGVzVaGjCDrV5OjlDYqLMjMrZ+J9bJrLQeopWxupZanr01zd+sWnVPOgabBc6SsfnMQWhrrbXWWmt3zoiAbk8ykK5vLG7mPR6jEjsuBXGVLKxTVXQUwd4hYTjQuHKecLBPONhfLPFKgdzMpA4VcNcM8RYRV+44NoWt6cvChpX5hk0qu2Q/SrpLDMaPCOKy3QIosvfHiAmobOjqNOFTUONzHDNQWhBQGUxwKgEzUJfuqIMae/k4MfDhBNQl0M/GSciKmnzVnbRL9vckVjcusvo51F9b1OxzWtYCtAfUUlXM2bNnT6zMeSPZ6uoq+v0+hsMhbty4gYsXL961uhi4OA5AA8SNMwdoX/jCFzAcDrG1tTU3SD179iw++MEP4pOf/CQ+9rGPnXoMNOD4AO126mbJEQ4PD3H9+nU89NBDU7ff2dlBWZYh6cGDZva8uHnzJrz3QYE27VzTWGu55bHW0sycVbgmP4Vhnc9WhT8UgFZ2JK1L6u6gZZpEKq1rVl92VPklljeGNjIiyRyqsdcEhhl0U+VZonbzzECHVJknrqBxhMCarps0s5GozcrSMoaKYq0sGaW3eG+qCFM1H7NHyQCVooTzAPy4FPjoTHEmI7JSaVQJr9mOnGYOlfoWcGCnaj8QHOTNdKfbCSAuCgzle58LcFfaleBC/DyvbS0ZV6EDOIGEMPWZR1SSIaZ4T10E5HogJIuQUG8MZ8pGA68OYCI4EJyOFItCQBv7qkOoCSFLXUSsyRTkElQyraZ9zga1aY87Tiw3GwTmy+rMZdvc7UFia6211lprs63TAdbOeKydARYVV85cWCfcUA3IWXKHNMvqYaaQOySkMekGhwTv5cfNli3Sur0aINcUS6429pyCuZW4TadbO7Scy4J6DPXKquNcqfyF3dw/yvngoWHfCv+yl42ovoCjbPcAr+xlLcmYitPyEk+BiQJ0HJSOMYokrWx46ZfV19R4FfKVwEGueyuZ1MHGgHVsL/2cq9AM8OXX87StBWgPqKUwoVWfzWdEFJR7169fXwhA897j05/+NN7xjnccS6lkip/jArSLFy/iueeeC4kEmDkkD/jQhz5U6y7XZN/2bd+Gz33uc3jllVcAAEVRHLs+JzE7xvb2Nrz3M1VlV69eBXB7AM3cnl9++WVcu3ZtJkCzDJxbW1snVr3dy2Z99caNG9jb24P3HkQ0d1bU3JpUa4BBtVSVprG6Qq7s3GT7OAgQtVr6y5wr3rQWyV+BaUk+zRhng+K2EQjK+sJJcP+QxFwzFhnQsQyn4n6pLqJlCfUSBRSEwWCiUwUVOxQACleAu6K4MsWY11eIVt7R0QgjZnDJGJWlgDeNyWYQC8woAb1uOkgZS2IB5whMJRw5EDtJimAHKOTYYxCopJCwgLQZ2BEsL0GhwA1MEo/NF7LCcYhm7JVZiprNro3UDd5jVHoFYXIcMAVXWmsvG2Ax5Lu5f4a3v6WANU8RuDonn50DyJFCTwenSjzHBCpc7Bo6krNrY6rBCjNkdRPQyjjEWG/pG9vwVpfDC+BjWdP2aZeue9ubwrY2dltrrbXW2v1v0YV1cXHlmIHREYWEDYcHmlE1zbaaqegODxTQpdlaM3fW8Vh+kUZHDqMjYHd7cXHliiIq4/JYclUIN0NFl8Si6y/dXly5ZCRYWQbUJzXg7HOdBVilX2bxuQoLSwo32BXK8nH7FMg11QFlJnpzGrM22dcyuTuDZYCkbk+Pmw9WFLIBAGn3YMZkhZJhe36NKNuGIfD6tK0FaA+otQDtZGax4xaVifOzn/0sfvVXfxVvfvOb8YM/+INz73cSF05gMpHA5cuX8dprr6HT6eADH/jAscpaW1vDt37rt+I3f/M3AQhUOQ1YZIkTyrLEzs7OzDZYlDrOAJoBuXmO+SDGPwNivxuNRgGgrq+v35Hr76jmFxKYdAVVRdrEgGLiV1pIGKUbaBZLK89kRpTsJ6CJVZEkI4PUQVAgUgrrUNmmcIQCBC6g0ikosJaf2VJjiplbq7hvinuoV9LkOT2iqfPkGOTkGCuuB1dQMmhhgBxGR2OMwBiPGOOyRFmKSq5kD/bAWKVWliK8ZA9igrcovUzwJUAFgZxTF8qYMZQAdeUUt9NyLFDKzpNBcMQa50yUdQWRviokFIWTOhPQlxYDOVHd2XmU3oN9BwChZIZnj9G4DNkGxFVU3FgNsjFD4rIhdqOjUpa7Enq9AHI+pE8nYjivLsIOIDYdnb22FXBJ4fykfbosFNOzZHw1lwzP6iHMiYtoOlpO3iQDUekW1G+ovmmdpW6bNQhP4VkxWY2wL6EFba211lprbyQjAnp9Rq/P2Ng63i9AIjSqLAOA0QgYHjocqBtqyLaaZVetz8yaQLskJt3RUI5UloT9vQL7e4toAa03CUSbHktuMnbcpJouJnzoLzGKIraJWdNvdZ2yLG1jW+YSNZh9sHGDjRfqrk06DKn73lSfdNsUwKX1ZGAiblla57ReyD5XnEt0ReUlIYd319B8XDHCR/puvUIQT9dagPaA2rlz57CysgJmxlvf+ta7XZ37xlLlzSLMkji8/PLL2N7ensvdj5lvG6BdvXoV3vugPnvPe96DlZWVY5UFAB/5yEfwyU9+EgcHB6fivgnI5HtzcxPXr1/HzZs3Z7bBohIcHCcLa6pAexCt0+lgfX0dOzs7IXvraagPUzPVGkDI32Pm8dXS7/ZLnIIo+6W3jKBVwKa7MGCZKvPXZhUXVC9lhkCxCtTSxAgxqj5Uhk8oCCgKDfyVDa9MsSbx0Ly4a5YU1GuialO4pqSmVNdIhmzgOgWWCSh6QnYMsDGA8ZgxZkY5LjEeexyVHiU09hqres6LqyermyizqLqIoustsZdXkRASRoAozpjRcZJgwRPgPGPsGSVJxlI4iaNGzlSIrIkhFNLpK87CFaCC0QGhdB4OBXzZkcEWEbgsY4IGAGPJAIFx6dUllTBOQGt4C6t/R6X1BWAESRVhl5kUUhIRiEt0SOVtjuAUKBZEkrjC0GsaG04BLBjwpYfFhUvrYSpCY8auQIWWcayO9VyoQK8Suy0HYvkAObV5kqflA+98EA00gzbbdxrwa6211lpr7f63ab8Hrgssdz2W14F5HCMnIBzJ8IKAEN/Ll8DhIWE41PhwqpA7MGVc6rpaycI66c6aJoMAZLxn6xZpvf6kCm5mUocGFd3yCqO/7NHtTkK5HLjVwaqml22uZh/G5HjCUc1vexxGTdRn2ngkjGHyAjmWaQWloNCG02W6fXZcvziB5tzWArQH1DqdDv7W3/pbAIB+v3+Xa3P/2EmyMTbZwcEBXnzxxfD9ueeew4c//OGZ++3t7aEsSxDRseNrbW1todvtYjQa4Rvf+EYAeB/60IeOVY5Zv9/Hd37nd+KXf/mX8a53vetEZZzEDKDNioN2eHiI/f19AIsDaPNcewNoD6oCDRCYvLOzE/rwvRTrjUiA1CSIqlGtpaDNfnmz+GmW9bNQv0AigI2q6a+9ADSDdNHSuG5jBU+clOsolmnZnJg5LAckC2ZBjMI5SUUZrKvV1dhorKDLs8ZjE5fH6G4odYDCGyN4BKBbEPqdnrg1at3YM8YeKJkFspWlgK9yDFbX0JD0IFHPsWmXnIEjj7H34oLKULdPOVlHAslCXDRNSmCqsrGOnAJ3BHDkVGEHbROjSORQFBTcN/tUgMcC7WSgRSjLMaBqQ1PfeUhMORSpuzAimNJLHZJaeAFsAayRxY6TLKfEpJlDnajZWJarTg+u2wluxkE1mQI2rUBZlkBBybWSgaC5/BIhuMxqcypM1e/ZwNOOlQ9ia9/6YnLb42gRXPI3HyQjWZbeoVSzXWuttdZaa288m/gNYFS4GwFAASytMZbWSqxnw22q+RvYjI23Urpkx2Xg6JAikEtg26H9ncjMqrHnmpJEHDr4Ug5yNHQ4GgLbtxbnwtrpNMWSi+q3pqQO6bIU7PV6ky6sFv4htCXH65T+5jvS5Qa7dAwXhtgJJLMxhpVJHN/DhvGL7Z/AM072n6B16bHseKdsJwJoP/3TP41/8k/+CV599VU89dRT+Kmf+in8yT/5J2u3/Xf/7t/hZ37mZ/C5z30Ow+EQTz31FH78x38c3/Vd33VbFW9ttj2o6pg7aQZE5lEhzbI/+qM/qky25wVoBo1O4jJHRLh48SIuX76Mj370oyjLEo888ggeffTRY5WT2vvf/3489dRTp5qVdN5EAga71tfX0ev1buuYKUCblYXVANqDmIHTbGtrCy+++GKIp3cvAbQmO6lqLXyv7gFA38ApYOs4wFF8d2dlGGAzSJdCO1/5myrXkn+mwgKHBAdpvEIiQqfjan+wpQ6iJhuXXrJ7egaXEsTfh2MKeBtrooM0IKxzDkt9krhoRAD3AYVOpZe/3txOVYVXliXGzOASKIvMvZZZwJPXhAIsLpzEclU4hYoaYIzJXGw9uCSJR0YOZanESLclvSAG0ci5kDyAmeFcV64PMQq4QMgYHF0uvSRb8OzlHPTaSWBlHxSBBIVqsGsLlJoplQDQKAYW0YSn+sbWqSsr4DqFfE5IE7lC6tUtNMuqgigdZUpdvNS1VDhJJLHZKMJc2zaw2CJUJ9aZIyAsEvhmXTyHaDlYs/vI12wDxMynuRKNMKloy6Ea1yxvGidzzfLWWmuttdYeTJv1zM9/PyZW2u8tqn8BoNNnrE9xYU1fWgGZW6SBH/sN1o3GA+BAgdzhgDDY17+HDgcHDsPDJO5cxcW1QUV3SBgdyZHHY8LeboG93RmNcgxzjhPY1gzgArRbyRI9pDHplhj9FfnrdKyT/p6nYSlIF6QquLTdQ7ZS6LgJqLwoNLBHlGQPvQsDhGPPiH/pl34JP/qjP4qf/umfxh//438cP/uzP4s//+f/PJ599lm85S1vmdj+t37rt/Bn/+yfxU/8xE9gc3MT/+pf/Sv8xb/4F/GJT3wCTz/99EJOorXWFmUGRA4PD3FwcHAit0ez5557DoCovz71qU/h61//OnZ3d2cGYj+p+6aZATSLXXVS9VlqpwnPgEmANh6PcePGDVy9ehXXrl3D9evXce3atYW5b9oxLfbaP/7H/xjdbhfLy8shQ2f6z7KkPsgALT+3+wGgTbOTqtYsZlg+TDOo5uyvuf+FchHUaNXyJDZZepwyAWt2nBywQd0pCRJrzIYfcl6inut2J7ChwC5fwrPEQSvLNOGBZrRUODa2c7O6gVA4h6VOEoODAfYskMkTRl5ilY1LgU7i/inulSXkeNaE5PQkvXymUt1EQVGRRwWMSJGOgiNY0gQR7FHqq0oqPbyJ1CDgDg4gi3FGCUwle/spUAse6BekZ5wM9rgEPMETh7ZiSBZWeAY7BCCXqsWYgZHF0NNTdQrZrJ9Q4QAqQer2CiKpU6cAHCTLqAO6RSEQz9RsdhxmsBPXWCJzv7U4egqB2RI1WLvpIL8D0w4iGZcGt9IwSNWN7Lyg2/tsrpF+TQfDBttSt9NUmZZDMnsZHZYnYDAfF8eeH/dxQACRdTDwXrUcJKbL7+V6txat6Rq21lpr94Y1gbap92z21qZJSZ2Com4X2Njy2NiIv4whUyVNPivCcFR/MMNvr421vMSVGxwKVDs8NAgnceYqiR8Oonqukq21JiPrcCC//t4TDvYJB/uLdWHtL6Uwbv6kDssN7q0ryx5FZ/IFXArk7oai/diz4n/2z/4ZfuiHfii4B/7UT/0UPvrRj+JnfuZn8JM/+ZMT2//UT/1U5ftP/MRP4Jd/+ZfxH/7Df2gBWmv3nPV6PWxubuLWrVt48cUX8eSTT56onMPDQ7zwwgsAgG/5lm/BlStX8PLLL+O5557DN3/zN0/d93YBmsVBA4ClpSW85z3vOVE5d9Ps3J9//nn8i3/xL3Dr1q0J1zmzoijwvve977aP6ZzD008/jU9/+tNgZoxGI4xGI+zs7NRu3+l07nuoNM1yBeuDeq6LUa1V+6bFQrOyC0f6WWRC6f4G2LzXzJ0Gtqx8hW1JrbTeZXAJjecQY4qRI7DGHes4+ak3jWYEMqyx18RF1M6nLDnERRO4Jpk5q0MYB1cQlnsCgJi9wDAvAfglSQJh7CXCf+ljvLXSM0ouwQ5wXtVhEMgTzknToTMxyANMDo4seQIFomOZMyVBgUA19qxviaVc8woha28S4CKZOGVbUngKJjAVcAVA7NHpyIiWoMkLAhGSpARj70EsiUeZGCg9CCTuoxyhTgmAiEEa1w4MHEHahghwY/kscfK0D4HFTRSMgpzGjRN1WwhU3CGwt7h0kGvAEifOklIQBAqyjtBLX2qcPeuvUh+PBJQWGayyt736jwEU2SPZOHMKW03BZ5YOetMJBUESeJEusPBwaTYzZYCVGUzokQ2THSBRDyRvt+2YdZ9Py+raJV+ObBtbX/d52r6t3Rk7Tnun1zgF2O01a621e9smR2ANlmS7ZEDGLtkmKQBKPzuXxUh1QK8H9Hsem1sAuOrfyskPF+lqJgS1OycHs3EmEVCWwPDQlHERrg0HFNRwh4mLqi07OBD4FrdJ3FsPSRX8wHDgMBwA2zcX58La7dW4oSawrdPpLuxY89qxANrR0RE+/elP4+///b9fWf6d3/md+L3f+725yvDeY3d394FWbrR2f9tTTz2F3/3d38VnP/vZEwO0559/Ht57XLhwAefPn8cTTzyBl19+Gc8+++xMgGbqpkUAtA984APodk//wXK7dvHiRQDAYDDAYDAAIPHYzp8/P/Fva2sLRbGYB/V3f/d34y/8hb+AwWCAw8PDiX8HBwc4PDzEYDDAO9/5zlPJSnq37EFToJ3E7pRqLU044MxlM1F5pjHbUuhkcC24hYbXbpPDO+ua5h5qGUSju6gAPQegUzigG8GaciTNiokQZ82DFa7Jb3nJkCyZMLWYZrl0hE6nix4BhI6q7HylzXzpMdZzLDXumFc1m2UnFXMBCFr+BecIBA92or4DOXj2ks8ABNcR9RhrBgYPiTPHkJwHXsGaDChVNWiEyDE6+rHrnKA9u5yFl3pCR7cQFRkRoWOXoLB20Kyn0D7iBdpZggYZ0Ep5TAhwblRGqCbJP0UKJipHScFAhfYZcICzhdZD+qsDCkJHFYgCGx1CwgMu5BxsicaJY0YYwXsGSlakpfHvCggopCKEsAvdPAVjLKcZMoByTqn0lgq3iW7j0u+oKuXMxtY/kajPYpHhbwB/9kELYnUdMRaagltwXJ6DqXBe2Wkg+3xSm6eM/Ji1igZM1jvdJo1Z18Kb07W0rY+jmLD+lkK3wPEXUK/WWmttsTbtZUjjulSmnax0AGw45KAvADk+A9LfSFPW2++rhZIweOYKoOuA5T6AzTKMI81V0hgdEcKLvvSNF6eyclul5Q8GhOEBVdVwBxJPLoC3xGX1YF9UdKlbayWu3IFDqXHlRkcOoyNgd7tprnf6T8JjAbRr166hLMvKBB2QCftrr702Vxn/9J/+U+zv7+Ov/JW/0rjNcDjEcDgM35sUIK21difs6aefxu/+7u/iK1/5ytyZM3N79tlnASAAuCeffBL/6T/9J7z00kvY29vD2tpa477b29sAbg+gEclEdhHum3fDLl68iL/8l/9yyP55/vx5rK2tVeJC3SkjouCq+Ua2N4oC7SR2u6o1ACgn4Fp0B43uoSSqo2LyGKk7qGXQDIDN18E1+WtukelxzL2A7NycIDFXFEABMDt92xnhkHoMhsD73rO4bI6lbqX3KDmBNBooxDkSNVVX6+QBDw9WBV7JpJ9FDedLgUBybgLtQqIGZngQHFgSEyiQZJaMmVxYzLRCXQIZzjkBnHatSjbxFsgVkaNpTLUivCYmgDrwxOiQ120EsHFCXQyUSbw32b/wADuoqk5HpOTAIi8UFR00C6tSHJ92D1L4xl76j73lTgbG8NpnNEacgDVIxlBLdkAuxCcpFKDa5Lw0qRgVClAZngtR8LEkSii1bqzUzMsFhR+PAU7LsJ6msfFscG6rknOzwXuqDLNBeiftvbZeN7JtzV00j6cyCgfQfp0Fp/aQ2yq8A9E+YDk8LEGDp6giMHUkECGcMWcrz06vDk5NU7nlUK7JrDumMenM6iZm+TbWDHl8ujpFWx1sOy5wm/e87obV1S0FsveKWR19zbJpZueSBga/V69Fa621Vm/pfV8C4SbmdJl9zn8EshveJaksJ2ZT+oCwzJuWYMmx/h7qGCb8PrhkOwC9NQbOyK+ytx+ohPSH348EyBmUC78/HMc1YGBUIsaSUxh3cOAEyCWJHnZu7uF//f9MacQ7YCcKbJRPYlnfjs6yX/zFX8SP//iP45d/+ZeDwqTOfvInfxL/8B/+w5NUrbXWbtvOnTuHt771rXjxxRfxuc99Dn/qT/2pY+0/HA7x1a9+FUAEaBsbG3j00Udx+fJl/NEf/dFUsHW7LpzLy8sBUN/PWSKfeuqpu12FN7QtLS1heXkZh4eHWF5evu0kDW8Um6pag8ImVqyUgbUyjC7S8hKohipk67hiAq4BiTto+GsZPO14FAYo6fHkGPqdGMQCXkipC9lbTOdQqNos7G0goRcBi7kwCvjiECct1AOiiBM4VaBTEDo6iiNA4Jrz4JIxJoDHgprsOzzDjyXeFytMLFnioLG+piXL2gmDfwCRg4Ps1+3KMovBxhDWFzJmesCBNbOouE6CumDvRbkERtHpBOWhxU+D03YG1LWUxcVTs3USCFw4MDOcwT9nQEvznHoPItJyAVgf8ZIsgpJ+BE0yUDKDvMfYU+LWKBdOeqTE0HOFUKsOChSONKMoAjXpUKGUhcMLGbAO0JXusdJG7hQCA6EKNfbisqudyroZl5oYQVWUopzTdnZxTO1tYE2hCnIKCayKV9TuL4TBOCfQK1WalahmElOBYjU7qa+CIyTbE7SfaPbZQivjTBGgExDPCIGmyerG1q9i3S0Rxpjj8fKRdLq8YU40YYH51mxbB2NseQ74cmVfXnblmFSd+DQd18pIz8smYUBse862m2UngUN129fBs+S2qMz9cqiYQslMqHFXoJzP/k5rn7y/mHrU7pvWjmcpmL7XgGxrb1yb2hf15i95cpmsqG6eKt9Cf9cXUS770SBO3kNCoZnT39Uk+VH6ICci9Jix3PPYJIBRVsJDhDEngMO93XsboJ0/fx5FUUyozV5//fUJVVpuv/RLv4Qf+qEfwr/9t/8W3/Ed3zF123/wD/4BfuzHfix839nZwZvf/ObjVLW11m7Lnn76abz44ov47Gc/i2/7tm87lvLp+eefR1mWOHfuHC5cuBCWP/HEE7h8+TKeffbZRoDGzAGg3U4W1ccff/zE+7bWmtnZs2dx+fLlE8Pc1qIFV8GiXrVmACZ3BU1Va5NwrU61JoDLAUAx6WJsSi4Da0GxhiRml1EknQkTy+tESqaGBvSE3XBYZsonb5BOdD0gVDOWEgFjL0BRYqL5GPtNY2mwE+pAzqFHBOpDQJS2SXA7ZMkUyvAS+wuqWisV5JCU6R0nvg8MRwSvkNAAjJNgamDyYBIXSVOaAdJecAx2TrZTtRyDFIB1xMWSAeqwxERzUanG3mPMopsDe4kt56XNWBMUIMA/ccvswlRqEtdOsZkAOjs+W7y3GNuMEWGclS3t5kBj6UsjHodBLQrJaEpgBaWxfxVUoOhodlFHgIsqTLvGQrDS+H6sbQmpU1fi5GHsJSacAsDS0B5rrLyg8FNwZzFdKHUNlfobFLTzRKHHStxMAxAzwKOgDVAFHDKXTru/krvOkkWwfknd6cwCnEsInHMQ9SFXwRwhwrs+R/jkEScXadIGiwmYzmHSUQln39O65ZN4yv7m29ZZ3ZyqAq3ktpjYx8qzmHZpG+mtK4DKzh0VcUJjvVNl1UltXujGmIRITX3Eltlyl/0FJtVgaZs7nYBagpLTgld5OxznuHm/Dipe1Csl3wg2L+yuA8Zp/88hLWXbttba3bLaZ28dhJtRQPq8DJCNIFnXsx8rGW9Wj3UKjkm1diyA1uv18MEPfhAf+9jH8P3f//1h+cc+9jF87/d+b+N+v/iLv4gf/MEfxC/+4i/iu7/7u2cep9/vo9/vH6dqrbW2UHviiSfwH//jf8T29jZeeOEFvOMd75h7X8u++cQTT1TA25NPPolf+7Vfw4svvoj9/X2srq5O7Lu7uwvvPZxzM7N1ttbanbatrS1cvny5dd+8wxbiomXT1xgrq9kd9LiqNUfqmplZWnbM0iluosFNjVFRrxloCYozWF3i1FmOqVozHR2JYofRdU5n3QRxxlS3P1a4YG6pmuCgRJyYScws08sROh1W0Bjjj4EliUGpvnaxzVTVFRRRVnsOgT8cFXDqs+dV1uScxBoDAE8s7VoU4XSZZbkFHhMFmlNAJiDPFQX6LMpBgoM4ijtRQzEAzZjqvUImVVRJzgShDUzqNgqC08yrlgCiDwrx45gIvrQkB1KQdww/jtcUCjZLBhxKAX16MnJtWdvBA0OLtQZdzyisXxUOXSoA5+DIAwXgWBI/MBiuIHidLnI39nNmDi6wpc222aNUMOjgxG1X8KgmrOAQF9A5F9Rx5mNJ2q1K7ajsRTnIHgFuepLzdi4CjQIVbgy7tbyp2ZIZQx1AsWVlomoL+6IK3QqtbjpzICfLiwIxLpsdlwXEdSGFGUxMJyxpXWbBp3zOkcbK4Zpt0kypKRRJy607bmiT7LvBwxwE5BCzSA4SFH66PGGrE0AzPZfUUrBxXACRAo28vLpjCNCOn1HzObf0OhKySZqeU6ryIIIED0f13E5T9TRxva1Pzrm/qd1s17xPPcjup3X3yrS+ac8O6/MSgbQKIdKy8s95Wa21drdtor/nD7M5bDCevc2i7dgunD/2Yz+GH/iBH8CHPvQhfOQjH8G//Jf/El//+tfxt//23wYg6rHLly/jX//rfw1A4Nnf+Bt/A//8n/9zfPjDHw7qteXl5XZS1to9a91uF+9973vxyU9+Ep/97GfnBmhHR0f48pe/DAATCQi2trbw8MMP49VXX8WXvvQlPPPMMxP7m/psfX39gQ5Q39r9YZcuXcIXvvCFipKytdOzSoD7zBatWqu4nhaTx8nhnYE1Ox4QXTYtugbp4T0qHxB5h9c6sEKLiOBcAXQoTotN/yZwTcCh92VyTHVR9QyLecbMKDpdrbPCNa8qKC+gTYCaQBaDTKUBGvENlUygFF0iHQQMeSfukuQcCBI7rmACFQX8WF6EcCGzXFHg6fkFdV503yMncca4KNCBxFdz7ADyghZZAujbuZRewBMb7VH46JlkP23IolOAGOjoRWUA3GFVBEkblAoSoWDJ4tGxNm6p0igDalFZCICcIjcPYBx+t5wjEAs4C/HYyAGugAPDqetm4QqgIz2mW5C2UciAEfqs1+QLxDJp9KWHL2X6GBSHCpVI+yV5DzgHVgBLLhII5ygqplQGZSo2A7lQmOF1xir9HcH1BCwgiyFwztxHQ0yXBIak7n0GVlI3FKp5G28wwSm9Ij22edeG25SAvoLKAPkMIHlEt1FW7+IaumIKuxRINUGLwtQACnNMbZCea75vDkYCK022SfeptEF4XsSFPiknd7m1y+zU1dYnbat8vAL87DgmmcqXp//mBTlNEKRp30xoUes+axWg5Hrm7Wd/K6NHUpcqA27pczg+lu+aq2EOGevqUddu+TVMy0hB7oMGiurUkPOeY9437D7KRxjWrvEF2Ym4RmutPbB2bID2V//qX8X169fxj/7RP8Krr76K97znPfjVX/1VPPbYYwCAV199FV//+tfD9j/7sz+L8XiMH/mRH8GP/MiPhOV/82/+Tfz8z//87Z9Ba63dIXvmmWfwyU9+Es899xwODg6wsrIyc5+vfOUrGI/H2NzcxEMPPTSx/oknnsCrr76KZ599dipAa13mWrsX7Ju/+ZuxtbWFd77znXe7Kq1ldqqqNZ19FZXjuMpxcpAXgVpSHzkSyKkbJ8dJXJjwJ9XyNDlkt6QHHQKoKFTlq3BM4RozUKIUV1BrA4jLo/dJTC52ouTxAHnWZAZyDIbEbANiFtLSoBuAsfcSk40IoFID72pmU096Pl7bTurnyOmkr9SZiYvuiUCIrQUmUehoJlHSCL4FmeubQiqGwD0Q2ANjUhdTFvVV5VoAYJW3hDwGABwVKDRDqW0ZlIDQiWjJCmcEQpVekgZ4ZqAsBQZprDP2Xvb0ekHHLgm+X8K5cexvsDho0t8sFltBcl2c9hnSdnOFAzzDgcSFttsRtRs5BZ2mzJP2HI9LOaOStD+oYoMpgFNovwCL6k+7KMASpw6kE06ddRYc6YvwFnUzLRiuI4khfCeBHFJUADmhj3O8DinUseOn2UBHqSunj4DLqip/5YCuQIRt2s4d45EVSiMH8YjHN+og96u4WKfHsM18ArBcUm9Oipa+hcpjJhzC6pb8qwVGyX6MqgLQLIdnVn7o51m5BgltmakAnR6khCSSsGNZsgiLV2cgjyAgyltBHM8jV/6l8K0JwDWBibR9SDeoUxDWQaSUQ4d7PukX9qztJH6EHtqH6uqaPI6tDywSqBy3DLsP0jrYsibX0bwvp8vydQ8iJGI0uyPXmcFrIAL7NGFL2oZNn9Pj1Cnu3ghWAfWYvLfmBfP3it1v9b0TdqIkAj/8wz+MH/7hH65dl0Oxj3/84yc5RGut3XV76KGHgmLs85//PD7ykY/M3MfcN5988snauGlPPvkkfuM3fgNf+9rXQnD21FqA1tq9ZL1er03mcJ/ZSVRraUID3XKizNpYaxY5vOY4VbVaCnPCVhXAJpQhqY8dGy6pZ/I23ECGkDAQJJaZqIuAggpQN6rWpE5CMUotyOKalV5dOctCj80AE7pdUY2Ji5TXCXmRtB1jbJlBdVbiFbxZnclJOwlciwCQGCicAjZmgPTYGm9OguUq4ANAWt/Si9INLMBMws+Jm2WncHAdThQmJPHrnMRO81xirOqosqYPeO9BTPDOgTwnWfwUShXS3t2iDw+G4UAGhwycjhxGPAaVmtzBl+H6hoylsCy0FDCdC3221FhyBLCH0yQQToOZdQsnGVbJoXCkWWDlpAojN4oAu52OxiNjEHUSKKjx6DTYWDn2qrLTWHya1MGXgipC/wXkHFiVbyz9AgpOAQa0fkoTtZ9aZljAdQjEEtDMs49toy7BloDA1GPBTZOje18lmYJtq/eLLxO4ldzJOWChDlfcMsM6TebgCoc+WBV9jFLVdWmBqZKp5DjZtr8+qadyvbi7HljDJ0rG1aRsu2+J1LUXVVe/tCybzJuZms5WGoCy86240zIiwNflZRZozi4nOGkfVjVfAqLg5BoXHK8RuQSG2nFYr7MdL2+b6uEnwFsKHOssbO+r15cg19DbY1uJhgFHux7eV8/ZzsPO3Zdy3ub2a+s5uRBstMQlbWzP8OTf7VpdOzS1TV27AtX+01SvOvCWrrNrmV4bW1b/q3p/WFpnuy3mVSqmfdbutwLSV4DqPcpI+iSa23iRfec0La/vrO9mtWA8sTo3/VllLsLuZNn3C5w7EUBrrbU3ij3zzDP4lV/5FXz2s5/Fhz/84anJBEajEZ5//nkAojSrs3PnzuHSpUu4cuUKvvSlL+EDH/hAZf3NmzcBtACttdZaW7w1qdaAKuQ6lmotAUMWY82SCeRDujqAF1wFpcR06wB2rMYGMTyzqMsCPCDdQ8BIiCdmcAOinCJIvbqhLUi3i0H+fVDMSSFMGtieBUxZogJxl2R0dbZuboRSJ4FywQ0UCFkpufQCbxQSWL3IeTglYw7qYugUCgHwRAGicTkGuUKAms4+PDOcJgAN18TBFgiEKgp0IVlVfSmzZPLWrnItPHNQVVksPNYG8XqCDKBAAcvoKu0b+0cPXaAAehUQKupAgETpB6AsS0FozDppl1hwBrIAUfqRTUOJMMA4QGJzre0o0DXw0u0UkoABDB7LtZdYbob8bFtJ0uB6BXrGMaFKRpLYcWBTNLL2DyE6pUFFZow9RziobQKwRpSr3ja+9CCnmetdgSLAOdJ2krhv5AiuUNAn0d8UTvnQdzycQEAvACsArXC/ZbANcT2Pq3dcCgEAgEc+gFpzhdQksgHQdUKsNoIvJWZeDq+MKNg9FXJ46HoDPeOkDiFjm4sTaxt6pdkhDdiE8hRAdgzW1EzIOTmOMZ7KBsk21oZI20VVZ2XaaAaZDDJaW7rqvunjrVCwZCDKlG6V8+GopHIZfEqvWwpMCVWF0QTsyOiD9U9r83C/JtfNIFhQ7rlqe3oWt+AgzlSwaJIlcrEfWh8NYNI6nY+fA2xLKm/HS2HjcSfa3PC57ntqaVvXgbRpoCz9XFffHJDkZdn6XDVm1+Juud3OY+m5VtyEmypdcxEqLuV2b+izyO7NdFqWtpsNWfLrci+3WW7T+uy0bc1yuJu2D1EE+XnfrDwDj1vp27TTPt5JrQVorbU2xd7znvfgox/9KK5evYrLly/jTW96U+O2X/3qV3F0dIT19XU8+uijjds98cQTuHLlCp599tkJgLa9vQ2gBWittdba6do0NdlU1VoYoVaHPXl8tfDdUb3bKSdADQIhOMAIK1M+F4DIPBLVGmw/AyBey5A9w3FG4wjioO6PDqLqEuUahcElwwUgJvt7sC8C8PAKmRgICQk4Ox/2XoCeT9qMvbiAlqTucwzvCWNwUFMZBAMA57TFiNCBV9dVuWYFKRyCuBOW3gdVjASzZ5DOvkjdU8lrTDePJIV8EaKkkcpJvF1Tr+eubTtmg0myfalKLbZEBZB2Lb0tV+2XZocl/X9HfcWIYjmOXABsBBLgqEo/AQ6WxAEAE8alJj7Q/uvAGIw4KMJMKUk6AyMvmVWLrqFJ2a4gUToK2FI3XACeHApiifvVkVZmLnQv6YNezy+91pLwtSOgUMirZpvlAOlsAmhuwaQpGJnVNZgB1th7dk3ZqIMjiGaxQKFJGUouNf6b3c/Srl7vKwr9EBX1mP2zosOdbLCorMZNctovR2E2JnTFkYIUVWKV0HhplmcjgTKEqFALx03bhBAUVKyHCARDtwswjmL72L2bbmtXGZzAONJjjBGUVaznahlDrQgDZikvc1qnhP+EeoYJexnPLY3fZu0eyjMoSVVACW3PsK5AVHYRAuAMbabXrE6pl4OZXC1lZqCmTFekLsRWN8S2NnCK5BzsJyHd3s61wh1TKKIbm7ssdRCf7Szn29VjeF9tPy7jtkiOZ22ZrqKaZdOsDowdZ5scvOX75N+tr6XLcsDhs+WE6j1at61dc1s/z3ndbbO6l0BzhaecQDhnfT6hjK7l1nfz4UuaSCYv+7Sy4i7KrPq10JBrP04sy/tvfv/kz6F0X0a1794tKHcnrAVorbU2xZaWlvDUU0/h85//PD7zmc9MBWhN2Tdze/LJJ/Hxj38cX/3qVzEYDLC0tBTWtS6crbXW2r1k01RrdUq1CNr0u2yZlBfhUK5ac85V4qwB05RxceYV3MEMiVCsuyQKMIiDSobRynloVkc7DgDNiuhCHDgipzHIKKqgdJTtLSYcEiWb1dfKRbJMgQuzqocCqPQoPcOXNoDnENcN5DHyDFI/TAcGuSK8mS8IIOcCjOkSJN6Xgh4QAqQqNQEBj6SxnEIrOU8foCIAUMcFJRsA9AywMQe3G68XnZkw1nOEVxTGqsArpT8IuBAlVZj8JnV3SZQq6pAeE6F8TwAZ4OMO2AtgIyfKRMOmTITSM8bwcKVW1AEYSxs6lTKYe6iDzKZE/WfXmFDqsYl8ULPFPqxgmCR5hPSA6uTLg0GeNFnFGKYmY5VKligAdVsty1KSOiiV8JTEdfOlQF8SaOeIwOTVtdNUeaRwymusOKBgh47T7KoFYMkz4h0jfQsgBWYcFEMhQYACqxDHDaicp2WCLOWEMSbpj6MS8T4hQPNioFNJVBIVWUHBpcQnTLgIIf4bFKCEuGQkwMdUKkHdaeuTehr8K70CP/1uMK5QdVWonlNFm4tgNEA8itDGXFBTCAI7JiJYs8kmGDH2HIdDCRjOyZaegzeQZLAJCPd+eMJqgokA7ZKVRIhJJZIZcDqZTSGMVSOfPKfmOYJQO9/UXPI3wB6K0DJQrqRtrHpgVBWUnDRNcm4EoOggTuKT5eSiS2qAnFZN+51KqIgylsq5N8GFpnX5djk8qGmmWqsDb3X7NUGJ9LjWzHmdTf2Y72Pn1zSTSduyqV73gvmJD6ieZE3FTe0Zvuv950ieBQHWu3ifhSKTMivLssPeT9bQTNEaJH2Eah8yyJv2QXsmxpegk33Ujk+Y7JdpHzxtawFaa63NsKeffhqf//zn8YUvfAHf9V3fhX6/P7FNWZb40pe+BGAy+2ZuFy5cwIULF3D16lU8//zzeN/73gcA8N4HBdrW1taCz6K11lprbbFWydyZWL2iLFne8Hq3SbVW1GQkrod38bttY3WzcjuFU+hjarUI6EoFaxUFGQscGo+tXK6UZ1BNjyIQy44RttZyvAK88N2HSTczKzCxRAASi8szh3+s+5c6YxW3UXG5BHuMCDDZC4HhqNAYbAKHXEGgQkb7nSIOb2XizuJeCNJJcYnSC2JhLiPwBCRwvwMEyQh86mpCBGZGBwXIZhiIGS3tHIIbXFmqkkzAnk+uo4AlhP3gEeAQMSQGGsn25AgdBVelZ7jCyTFLoOwyCg+M2QOlZDR1BcErLGKvmT+VcpCREijY1TOQBA+mViQUDKDQuHvqkovknEnhcYwVCBQdAqEHgJM7huI5g+E15aclgzAASQA8ddS9NfYHcfAE4M2tWFyEJREGgJLhlfoQROlofdVmf6zXkSAA23UQrl/hfRWgGMzxQZ8YwJq5eWr3hffxMMGdUkHb0TiWZ00XoIZWz5R3NnPyECjHJElEQtlAmJkFKGP3VeJaSE6VVcl2BttcEsPLEgpY+dDbKlVW2c0d4L1BLV3WRXUync78gtLORxDBEDfWDsdjOpO26R9fWj9ANWtrUs+QOIDiMShpmwDeoO2Y+sTaM8vHbUtrS23DMU9Ck7SIpPnDcWyFuYuB5VxSI8g5VSbb1mdcrDd0OztgeM5quwdXW/3rszLTa5TPyG1dR9vG2oI56R+I7RGUSj5+rjv/Sltk5zzNmzGHBZiyfWou+5vuWwfFcmhR95ey7a385BJVtktVSWnZubKzOgK4N2xClamV9HnD1MjR0r6WtmuA9fZMs2LsWZQ+y5J7jlHtC/diezVZXT+q7b9TOjWh2mftb5F+AdCdHCLecWsBWmutzbC3vOUtOHfuHK5fv44vfvGLtdkzX3jhBQyHQ6ytreHNb37zzDKfeOIJXL16Fc8++2wAaLu7u/DewzmHtbW1hZ9Ha6211tppmMEvgCYUZbPAV51qDYgqtVS15gigDK41lZu6oCZbW41ROJLMngqfUldS771CJa/gi4NLpvce41LL1UEyBfAio2NRM8kEraMp72wLkAsudqZc86YO0xkGKygSqCTB7z07Vc5prDWNDj72GnnL2mAMlA5g9uJzl8I1OTwKU1CpAkzYWgHnWdvX1HKq4gMHxRFxjHMm10gVbBa2TGerTtejqxNSIjA7ffss06moxoOo1dhL8HpIDD4/LiNk86YaonBdZCIn14tIynZKRAoU4voKBUskMePGHYBUfuTHJUBeFChEMV6PkgNHhJKkkgzAqRLQkhdIW0o7Fc6hUzhVPOoMYewkhpncJIA3N1lxm3UKY53GxWPtmzZb9+r/KOAPoc1MncOe4Rxp1lg9p9BfBZMVBjM9wztUXTnhlYAZXCxjkHyKygvrK1D34Q45VclxnPST1lMPYNfHc1RxlaXCBxfVVXZbho8uAToAvN7uBl49A1RCXJGTiWlwhySgS3LHccmSYTKG1AuQySb6Bv28R1DAhQluCmwU1qRx5yhtywwcWN0ICOorKjSoegrVkscTkZw/KaSxJBN5vC27PsQISreK6sUnsCalOboPdJsUvoXYU1mbhtfHSSUSL3uBgnrupU/6Jqpmk0/O/gVFK6rAIgdhqdm7gMpEO4pYYXwcADT/R7imAYqGk4ynV2o5lV8YbUhysa4oJtvA/oTFKRyxP4QQO87KtkQhdiiKuwtURPXa5+vzXzdb5pNlTWbl5/DH/obnfE1ZqdupnXy63vpfWpYdzzhxUCVm++fllDXL7xXL62x/S65ZqGbXOb+u1hZOnzthO7vfk2eK7edtzJAuu81zupuWPRKDVZ5lqGaqPi1rAVprrc0wIsLTTz+NX/u1X8NnP/vZWoD27LPPAgAef/zxqe6bZk8++SR+67d+C1/5ylcwHA7R7/eD++bGxgZcjeKitdZaa+1+t5Oq1nzl9WxaHmpVaxYfrFI+quXNW76o1uL0wnJHepbshEFJxgLaSlWKhdhfpUEFSlxYZcYsAeV1kFzE9/iiK5P6Cywy909TycWYZICsk4lnAWZxXWTvJcC9Z4y9gUEhFiVJbDRmUWcZ+iAwiAo4koQLjko4dRMVSORkok6mW5LlpWcQC7gCM0YlhZm8qaEcSdw1RwA7aXcqCSAPhwIEj0LhkWSrlI1ZY90ZFCyTdjfA5kvGqCxV1SMusAIbokuxuH6JAyV5gjeQQYAHoeh0BYh5H6RPXNhxKUCikKUTcj4jYnH7YYkPRwSMSg+MJKOoI1WqoQyKKucdUABd6gDeS9IClGDv4Fldj8kBvgz3ArSfAwJ7URTSL0MwMekrHdMEeVWfaXIJqFqRCECpiRrIsolClGsMjENEd4FOnrS/E2v7akZaIlX+lKEeBEjyA217OAfTtwFWLVG1dcIwx8dJHsfJkSZJDVDVJs/kEYAPc1Rk5bDLQEnJct0NdpkSxHuNK5ZAkgCOkiFYqqxLQUiAEsnkzdReaQ4V+1gmoC79OzGvTifHJGWay2vP9knO39RX4WBlFVylgMb+cnZQQtzPARjFU6o8qfWyAz5O7G0bq4c9xgxO2cuDcEhGdLPVz34c65wqk2ybguL5GIyxS1SBr7bTuAqY0nMIQIIQXGapcgGq7r2sGS7MzdiuCTgBZ+FcJaMuOPYl9gixJqHn4wMdscaTr0G5mDS43nbhGZyCRVPz2nVwNbQh9Onks4GVFNwkzBFAs0IsZRXWxjnYS9en16FuXViWQDN7Lqc/yXbNrayOi8pAhqqSWO731K3YznEeiHg3LG0DqllWS5G42hZ1bZ8CyhSOU34RtD97iyOI6jW+nwHcnbQWoLXW2hz2/ve/H7/xG7+Bb3zjG3j99ddx8eLFsO447ptmFy9eDKq2559/Hu9973vb+GettdbaG9ZOT7UmLnjTys/jrlUzkLLWV8rtFgB1NACPDqnCfgrRvPchzpmpgcxdlFTlU1WtWWwxzR7qICofmykQYJHZo9ujxV0rVC1GAbxYLDhAoEHJXl0mBTyVOiszxZCo3wgj70UBNDqS9oTEgSNiFK6AIw8qJOA+EQOksIQQXB2h4FKuqbhQMgPjMdTNUa6FcxIAH45VOaSxxryos0jbnpxDhxiFA5xGVS+ck/N0EkOMOQbs92MvMdk8Y1z6oCZEqe5oxAGMlAqZnMIgJsncabNm6jjNluhlcudJ6svAGKwI0KNUeRSD4FhzpRrkcRazrwRGjKLwcI7CJF76ldd4XgzXFSAqdZApbUiOkSgXAylKotCTIxQQUFdAJ0nWjwtGV/uQouWg7FuiIqjvQubVRGlofc729F7+5zXIvUd0MZVMsBzqAzYYiAADGQ6FpWr0oogEE7wrBbQFqGz1jBPiAgjKr3TCnyrzAvSyQygQIZJJY4jBo5NLR4kSSBVyARxRAh1Y27RAzGKZEoOEUNhHz8m2BmK0bFO9ObtPkcRj0jJHHI9PnIEzaPKGjjyJSO8hoArcglJOC7KqMkcAY4AvtFPSruBY3woc4bh9boQqUAuB3J3eFx3JC2PHtDaRe1mvtWZ3ICiM1L85JEvVd5QsN0vVQClAyrc30GZtbVAWSRuYIjO8TuCqOyNDIQ9Vr2PHVqp8Lo2P6ayPafvklSyAeJBi8hpYwg275oC62XK8rgS51qHP2mlR7J8uaVROTqjSXmnd0nok7Z3eEtVf6Op+piwLkC+pV1qW/R15VMC51YcR1bKhnlqugVHbLl1XAkFZDUyq6pJuc8fsOOXbPZnXMbXSltXcJ5TslL4EqGxDSTxI+VkMMHsCxGdtnv57EK0FaK21Noetra3h3e9+N5577jl85jOfwZ/7c38urHvppZdweHiIlZUVPPbYY3OVR0R44okn8Du/8zt47rnn8N73vhc3b94E0AK01lprrbXUTlO1liqI69Rq08EdV4Bdp3CggI805lqljgLZ0sQGnr3EB7IJpk9Va3IUF9qCVSmjMblgiQx01lWpN4kqrgA63oE7qjnTGRB7jbEGxmhcaowycQ+F60o7+LECJwKPS1FwjVgnXQq6HKGAZTWNseB8mGJKEgBHDHYOjq22MmtjaD2NNgBgLkGFZqMMMd4Qsn+OlQgQaQZRMIqC0EGBok/oOIS2F5dXCZQ/ZoYflxjrBGJUlmD2GJdCPErPAvKcuSjaJE/8Con0miWZZQvqwJEHj0WNxwXDafIEuXAeZRlJQzn2ClMkgyjpTCdASColdp26wYIIBbGqpjQKXeEqwImdgD+Lj+dIVZJk6kmdcnppF+cIrG6v6LBOoAnkpO+GPqLV9p5BCpaDkgoFSr3fGNAspAZlObgfimrQK7yxDKYAlx4ukCXAUjHYOTPMHbcI/VomMDLD874UaAR1sw1xApP7HogB5dOJXkIgDHBxupNBEVUSMSnYUvLk9Jni1ZXUJvI+3Ks6YU8no9mENcJGgE3FltTLYA2puNBUJEExohPksS5jO7tAg+J5wEXIYIV3Fdp4vaAGYgxCFgkwCv+svnpMoqgIouQUiVVFa2DIx3OqzOY5gjVGVAFSIcqsYMKEpU8lKiR71pRlnLgX6h5srqVJk1aUXpz9JSSgLTyLq9vYZwfW5BN6Z1FybtYPtL84cmDTUpHt4xWaiXotbTtri462HYhU9UbRNTytZnoC2laMCMXksAajoQBQNvVjhZRJeZ6S66UrzMXXIGY41+TYISZc/hOcAC57cRHbcfI6JM0vdUTVsktUUVel1ym95iExil1XivDOOD44ApLgrovkPtS+T8l5sJf7r86SU124NZWbL8/bFqiOqAiT7W5t5ZIdy6ygcGmTdrVnaCe9qGnBWcV8zeomBeS9YvcVQNvf30dR5O+mW2vtdOzd7343Pv/5z+NTn/oUPvKRj6DTkdvnM5/5DI6OjvDkk0/i8PBw7vLe+ta34jd+4zfwxS9+ETdv3sSVK1dwdHSEfr+P/f39O3UarbXWWmsPvE1TrU2zerBmoCmWPQ3cNVmuiEsHrDIpZoVECrSYMTbAhpjgwEb+5hiXxlqz5em0IiZLqBwRYFGEeT2enpxOgGVSDcdglOCSUTpGKRK2UC/opK/UBAQMIATVBwBSCCKzR3RMDegKWFZLbzHFVCLEOpl0qpxzjiIwgMA4ShR2zgBL8EHSlmGuXDdCbHvLYOoKwrIDqCBwl+DZwZceJTPGJVB6j5JL+BIYj72o95glQYE3wCBtYSAMEGDEZTLbZJloOZNGsCA9cT9kMFlKhuhyav1RC9YYQTI7kZD/Miu2xBhybg5FoX1AYaKDKPrI66SbRdnIgPSz2CFiHczlkbXllIpomomQxTZVk7lQN93NZkWeMdZJFTzDsHJQVILh9HqaQo6ZUSoJ8dan7NpSrBKgwC8EUIpuxdWZoszcmWMEJRPuhWyayfmkscSsKFORVb7YxBqIx019zdLbzW5dg0RJ2aGbKklInwvhdEghjov7p5vZNvksuAJVOJ5D3jy2TQBA1iZk9472Jy2Ak3IMJJgbGCX181YPdWG141qcRNs/qN6qzSaQzuoFGL+OCimqth/pCgJjlBSUtrVtzwo+rC/AzqNB3mPKRq5fDa3exDFzbhBUeNoOQekW2lq7QkriwKL0ZXnOuHCRCL4sg3osJKhGPDhb+xNUgZ39VmmfPkoqmULJ0B2yPsFl+tyttkPoZ9aWLpZjai8qdD1Vu61dX9a62zW2dvSJUszavMlFc14Ikz8y0uXpOkLVRdsgXLinrf2tn+m6kBTE2kmXe6VuJZrrHn/N757lbWCmj6wJS5fbYzF5zMRzSb6YSpV159Ql2SftDMRnBgM4Osbce1FGPGs0eQ/Yzs4ONjY27nY1WmuttdZaa6211lprrbXWWmuttdZau0dse3sb6+vrp3KsOmjYWmuttdZaa6211lprrbXWWmuttdZaa62p3VcunK+88sqpkcXWWquzW7du4ad/+qcBAH/n7/wd/Jf/8l/w6U9/Gu973/vwPd/zPccu75VXXsHP//zPo9vtYjweg5nxd//u38WZM2cWXfXWWmuttdZOYHkGz9w9tMmq7pqTrqGYUqaf4RyQuoNmOREqbqUW8yt1M41Z62LuzVjp6LJisa/Mj4eAEK9NEiQg+Awx++i3Yu2S+gBBEw0EdyMHr344JQPjcoySSYM4s9aNNMNpDBxvbejAYE0uQK7aHjB3QAteH4JVORBLcgMHFtfQcL7RJRSIyQ2SUwrXLN0+fHcEZ2U72bZwspxgCSCiK64lM2Cvsdi8x3jswewxKrWdvWRalUQPWbAp/Wh9M0Y3E98w8lIWOT22Z4nz4ySbaAfiMiqB5VnbhJJztBh5QOGcnJOu7xQkcdngJDGHxuWyvhNcvSyBgK1my6IpmT0pnAOSvp/0T44unQRx67LrzQ5wPvM11M6f3jklAD/W/pS1m1f/UNb7xSoU7nWCJtfwIYaWuSoWcOpWSBX3PMtCy5ppVOKgiU+mRymecswoEOOxpe5r5voYXKDT9gz3qHTI1CUx9ZFK44il+xcFhfY1b7LkEkVfQ82JYj2BXOxncvhYYUtgwZwc065f6tKXuQuGOFK6vCgwETeuYuqeaHEqJSFFjAtJ+pySJCIccmnYiTKiWyZ77UudxM0wrXdW59R9Ljn18GgMyzhz7bNrk+wfXUx1+0JOzDIiW8y5kNQB0b3UymC7ZlytS8Vdt9rcte5/Fg/PXBKD26Grbm/x2aTd9feCCIXGc7PyQ9ZoAGS/AdoZS32egcV93kIHQM+R075Suf6yP/vwU1NpiNSts9LFsmthLrPmXpwuB+K9WHSK2Nc9o0yy98Y+H59nPmtUu7apG759r/3c8Pe4ljZLcG1O+gTl27rYPsGlOXkeBZdZ81dW91/rcyGWJJL7CpMx6k7LDvb38IPf9+FTPeZ9BdBWV1exurp6t6vR2hvYVldX8fjjj+OFF17A888/jxdffBG9Xg9PP/30ifrmO9/5Tly4cAHb29vodrsoigKXLl2qxG1prbXWWmvt3rS6RAPzALBZsdZyaJeXP2+5FicnxkGTMix5QQRrMelCmCiH/6WTac1MqXXTVlBYB3iNj2XHASHGV0vqAVjMLIsLZu3pMfYELkswEUqNhSXQydrV2kZG/RZDjTSwPumMLLSFS89A9mYfY7JYvJWCXAhZRk5iDDmd4TGTxsWKYMliCmnLJG0Wr6FNRqzNOk7BGlUTA+gOMdYdIvyUbKkeYy/ZU49KDkCMdWLqWbKOxthdisC0DmSZO0MjyEFYCYJnkoynzsmUmCWrKIcYbLKOHCn4k3LIazw25+Aszh0I1GUQCnTkoiiAk3Ml69uIIIcUWDkGSlg0PYuzJUkOSk1yYeCxrPRX1gkgKTikWGc9Z2aJZM8kMfhCJlHNklvp/2GiqFfcgvuz9XeJG2iQeewlPlU5lv4i10EuvsV6IycrnFEKBW3pZYGCubEfC9iw/qn9O8Rti6esEI+r8I3js6QygyaEPlLYBNvKg02qtd8b5EjawwAi6wQ6BPqnpH8h7ALSMgjxmWbdkpNzS2FVwjfCs8kyJyaPipChMnWlct0IE0hjIZIGWwvZfEM9pHAmr+2mGFrPrQzPNElGYOyaU5iQJhZIGyAZwgfAk4Ib+2eV7yTnwtX97bpIMHvdwfsAg8oE5FhsMkuGAUgdfVqftA+l16Cm+sZPrErh+UiaJTbUC4Fld/V5Q7qxc07jWcpLlDTZgtwfUmEiSTAjSRc4JHYhZ+3M1fqGSiFAd1dQaAwiinFPKe4T4pUhJjMoQn1iezMBfUg7GuQL96LdY9oxne7s9XmipwRm0gQkjNLuPZ/0ibSxk/sihaF5whDreyHxQXLdai7lVLN9HaCNEI/FgCQtSbYNv6fWD3SFvrcKfYOs3gyMfax7moDA2sjqHX6Pj3kOAORl3CnbfQXQWmvtXrCnn34aL7zwAv7zf/7PGI/H6Pf7ePvb336isiwb5+///u8DADY2Nlp41lprrbV2n1gMSl99bs9SrTGzDiY5Ky+BahAA5IhQuKgOqlOrzVuuU2BVFBH55MkQSlOtZdCOddTuyU8EuyYn2S4ddcIEzkBZyDDqfcjKaBDEMzQrpU56WP7nOgWIgB4RHDo6eRG45ssS8JJ9syxdUK3FY0ZQN/aMsmQ4BQqiEJNzLyiqxaROHt4LtOMRojoLploTFQ8YcBq4v6NJD4IKDw5ggX+m1GFIRk8QoyyBEVnbs06+BK4QK2hS2NTtFDELpfanCCNMDSh19uwxLkt4L+fMYwugzvBekiB4QlCBsCISK6wgChOoLhyYvU48pT09A35cgpQOeVX5SLIGArGXrKvQQORDgGgMQJV+lqnUETpwQCEg1sCb03ZF4ZQlBFSp18ehB4T+aBkLTQEVoGPpUbKLUNjbfQgY7fQegC8DWHWu0ASpggtYKY1zDpZq0yv9KL1MkD2qIKXDDF8yun274WS599Jm1iu9nlvpR3oONlMmlOxBkAQZhcEeknbz7MNEHsRwVICYMeJS96lOZksCUqQloE2hHTgAEOtLBhw9kypv5DiWtCAAFS2yo9lGXUzlGYmYwlCUAGvFnGX+LGwyTShY2qVMcxmbWlbr5pPJtwFDOy0/jrDBzsMefUUR+xDBK/AoQYV0c2mPCCgLV0TGWAjwLgAYbJPnikn8fLhuzoAaELPShp8CAXJhaq/wJFWPJfw0XKfUUtBSuGwLg3HJsxgsfbIoIAlbhPJIz2MK0rbSAAklqjdTeQFgBYZFCm+0/kmS6IpVoBwYTiPAW/sH+MKadEShS2FZMUieq/ZbSgVhqehI23cicDNiRo4EWIU6smYe1t8deFEsMiqV9UBMuJDUW+CPk+e//q4KzJP7SX+apAz9S541e3IS5F7L6jiqRMHvOnnOG5QuXKHHjy9B5JuohI10WsIENtiqXaBDAFvmAYr3QsV8vCcMyllzJLdVpY9OszLZ2Nha2oZ1RgQUeq0NtNqldDl00+9eBOMoNcGCTz6Dk/ZHVNKetrUArbXWjmmPP/44lpeXQ8bNd73rXSEj50nsqaeeCgBta2trIXVsrbXWWmvt7hkZJKl5ITJNtWbfdcuJMnPVWpGoEurKmchEmpWbA7vCAd1CfLiaVGuT5ccyHXGlTAeFfx0CUKj3GYNZoY/PXBphajZZXgbXUJuMAZ2OA8GhT0VoY88epWeUHqpO8lpfgRsANGso4HX2KFMtFnUEERyzgDEQCp2wkXOaPVDqNy6lHTCOufjkunhVWTGKwgW1GhHDwYnKRWf6DK+KNFLlmLhcAgizU5kMe51kCPQLCTz11b9M0Do6Z+ogvbqsyjVpC8CzB5ceY4U6pWYRBVhUHhCQWeo+adpDZg7Qke2aSofTY4hCcFz6MPn1OiHuQFQlRCSQjgiOyqA2E7iSAGPn1JXUwJtDoQDT3IsKlT05AK5D8EToyRmg5E70A9TrbgDEwKKAxAQKe6CEuHgyE8gUlN7HiV5RgBnokkfZceiD5DDOMJW5fSGowMqxB6NQRZ+5rEmbddTtlZyo62RSKPlJFeMF5SZrH2d1Z5aL4nXS71Q9QolixaMINA0omDDiUvqdFmiKEQNJQRVIHKADMwCXZFU1QgPCWCFmUH/q9YZPVGJOJ84wGAmFn+bSGukMs6pliYMqixzkWhjZZbtjOaivPOl19KGo5JojgIXSCIEHxhRd0BhAxwFDlEFRQwDYlWEyb/egQR6iQsGiwnV5CKNgVR+pjyApAHH2NwHhFbChJ8vwsc7aX1JwFTKD2i52nlCwo9DLQcBKGaiqyOhIaZjT24M4Xv/CCdyEgQ4ouAXEBdoAfnLg0sfrBEQVWA4HDbDEJ6Z2zfDFC6QlwCmdoYSIkCo67WWSqIMdeDQWdaEjfXbIc7zjFODq7wNDrx8n0MheOgUARyjHJUCMArGdpI/peSfA3H7ViQHvKPQTrwdhlmeKbecZ4DFA+vIJIJTlOLSNKZLluAwqGJb1lrqSGZqck3vLORBLRmyBTfbMsGdEvEbcSe6F0FkEyqXXxirKaafiZN9ksdncmi+OyjO7rKkKMDl85bvBNuvfKXwr9EZlCMgaj+atzOKsBWittXZM63Q6eN/73odPfOITAIAnnnjitsp79NFHsb6+3mabba211lp7A9ipqNZUsWbqqkp5yJRlcwA75widwnzYqqo1r2DN4qIxR8gWIVM6AJZyi8KhUyBMHEyMU3pGWXqUzIkbo5brzcXRh4mKzWicuUcWDn0nsA5eJlNlKeovZsaYfSgHaXuAZWJBjPHYJ7wgqsTAQDfEADOFjMWFA9gzhqMyzEwEHClUVDdRmaR6AYsQaGH+L2Rx24iCisrAJdmsSGcRY/YygXdxgi+qJmkTRwTqOnRlyqG9jcMEq/Si2BI1lQ8gswQr/JHJWcl2baV9xuwV7qh7EglwJaLgQlYo7EDoZ+piqr0+ur6yTnwBYnWbDeSi6k4LMJwrYDHwUAhAKsxNU2PbSTw6hPYqCCBXoNcBqCeTXPIShym4vGmfKksFt6mLqEEPnSyDCWNAIFZp56H9wwFcligIcD0nbKAo9NpE1092lEBOFxQVpc5YBcLpzNOAEhdap+Q54cMUGN6CO/kCaWyqEh5B1+NIXWblfAkssawIsDiGpnK00HZhUqv3PBEHdaW5SYYZuovaQQAYKWwYqzxLbnW5P4LyxAHOh9NQpZxCI6iKijm4iEFfThB7cFDHEcAOnpzG34r3dLi3mQPUKRJAE9xidULvAylCxX2QAXFhR7zo4vpXQlmlPuOcuCoqPCe9Lwkuxn0rVJ1oL1jI1InSlqSUi4LbuvZmBZdSRdXXaduwj5dBHwHhnBwE4AQRmj5KCpIuVlZ/iuQIiXrKVESmki0AlB2YdkyViE6arVQEzAr9KLrCBvCk7VwBNAy5r7x0EXOvtO3tIpETVaG0eVkFLeEaKGSB/B44CHQrmfXayzOcAYW0hKIrgfgsBIAZ6/+je3zsSwa6pW/qMpIXAJ4R7jW9NQJYJBJlormAy/MdlfdtJbzGfSvlWa5KbSYv7vJQt1C9QIUjfdbIbyM5h7KUe+7/z96bx1lWVWf/z9r73KrqiYbupieGpkFkFhkUAbFBI6CQREHjBBqT4BT1VT7+wusURBNR4qu+RhKSKDi9iagRJIrgwKi2gAoyCjI0LdBNQ9MNPVbds/f6/bHW2ufcquqR6qYb15O0VXXr3HP22cMp9vc+ay0Lo80K3sEAJ33Gw54lUChFzUcxBtJ0ftlaKcPRTJimL+0xlJtjhv8b9p8ao6v18Gml2Rz1rUNDG3G+MZYDNJdrM3TooYfihhtuQH9/P57znOc8rXMREZ7//Ofjuuuuw6677jpGLXS5XC7X9qTNca21YZgeOeKcPTnR1LFWcra0N5ubCOwMdsQqlMTfPaGllreq5S4z4ATYbglNeI8CvxgIfR0J7wNQNo4Z8h/lKSWkDCR1UmXdgBhwyplR1y2nigKmqhJ8M0ARlkmaNVF/gXYKAjOHXrjGANdcwFXIEFeHQjArIhA66oQwyJFY3E0sIShDOckuI5OGisnWOipNCCSbZqKMGKJdRLfKXJxYTUgnQIkbeKK2DoNHlMUVyAVeGIST72MMqHTTb++y+VZCmQye5axATa6bNb6umyV8MXGWEC91KZICnkitLZfuEilnAVkU5PyJFeCQbvQAkMCCCICjAbYsm3U7FXQ+65BSCDI3mYFKnFRVDOqi4wJgglpwgiailxDpiP5K5wUIILlfIok7TOpENBeihHPaHGkgBkgTkesLKScdU8gCDABSRoji0ONg0EUccNA8Udya06kkTmqSr1u4mr2HdD3LNAgCWLNt2u15oXnOmEAcC1iCgVkmdXdo6Jv0BFIQgBB17hHJWg5KaozjWb63snCF2gnwNFAO3dxbhvLiDpM5Ki6uBgLZsyWqBVGSt0vIMHMDWWBglBjEGRRJXJpms9JxIkmCV8ao1+1HyJxK2ByAUlSBGT0OHWZomHQDbZKu3fKsVMAjsC0VZ5Xdk3YPIiICRQ1NjA0RCpYPjBWwSyvZcukxo6r0mRHFgUVsH5ootIWCs0ww31+BV7nJZWWhnMZNDBjZQyHZENoHD9QADRnf1NAVqNNNXYhkljcCpKiK9IENvThBm/yP9q/kcjPI1nq9vGaghsswl2Pl84oWbGuFIxPs744cG23OWf5LTe5mH/pYQyIFJA1vzswIlYF4siWqILNpiPxdzAUcCmBKMvcKJG7gE7M8w5gUSlFvQZUELvdKepGUUAotMAGkjmCG5Le0tcyc9UMx6YzK2pyzPodsBBkxVuK4Zv3gAfKszzmXoixZFwYDyJU8Pa3oCsPa33RHGaLWXCnFCtrzsDXebK+vQ1s/AxpA3PxX1zYrc+Y8+eSTXoXTtc3ogQcewMDAAGbNmvW0z5VzxqOPPoqZM2c2n0i5XC6Xy7UBrQ+CrUu2KWi719qVLEcN/+Q2qFvHOUc5l+1sBMJA83a1wFo592jna9oaNX+ZfTXg2K4MmjTnWWJzE3HJwcatTUqpXqltDVHdS6RhMrrZlvdSc86aS4U8tOCa/Rc/s4RyghpoEBDUNWEJzdUB12pLzgZf5B6ChiXFCAjoauBqIEakqBv1UMLsAnQDDbs/hQeBFZja1qX13xj6UqAmlAnBdj6yEwuhNV9szikMJesjANAQ0bqEJMqmrNbxNkBpUC4rcOOyOTNHnjo4UhMOZ04r227ahk7y8jfhnVIZtAkLBdR9EWRDSrGV60qGScPC1KMVWAtRUMvNYuGnNq/VbWfAB4AkjVIAq5vZOuUW2G0ceSW9kTbEQIe0iUAW95hzE0PIAlCCxrpZAYOsocXQDbqFVtpIW9ioja0ArgyOjbspsThaxPHZUBMm2XKTvq5ByNpmNGMF27jrmtKFnPR+LZKQgjqRWnCMSH6Wri/EDQZPYXML+gZuYE+ZxaF1jbKmLaw9l+IXKVuuOJnX0o6MoLYqIvFptoFccdwUx2CGVflFFrA52rOrwFRttuXHKm2mxp0FRgPW7JasT1pdEuw+deIEIfAt0qddRAZOuYQys7r1zIkl1EnRmT6/iKTqMYLmmQSV0LtcPhBo2qNTCQVm6zQtkFG/FIZpP9sp2sONBrgB4hAk7QBWN5g5C+WxJm7WlHID81hzldVNnwp87u2i0k/ctIOC3ltoXgsFqKkZLzTnDa2xipXk8hMYrkVKCFr9GU2hB+1j5MatW9oAlL+R9jcNrX60vGk5NbYuA+nWYGr1MzSss1RUbXVAKfyBZvzKmKJ4JctBTVGS3r/H5iCFwjyyNxSwhgbCgpHqVFyTZf5o+xmtvwP2emsOtQewXaHYDli1YgVee/zBW5UTOUBzuVwul8vlepZpQ6Gb61LjMGuAmDnO1gXqNlR1NPScpzmvtBMKqrgHhnFrkzD87G3XWlCgVqlzoN1mCwFNrHm/koRwmuPMwkMNMjQ5cZo2xgANE9RKfgp3cgZqDfdsnFf2H/9cNgW26yeWpOOIcq6gecZC1M2i7oysL2RDAXBS9506Ucy1ZjmLIgl+CdrOgMZhBaDkLyMFYlYEwEAUtRPBE+vbNDSsbKlkR8NGK1h2kjTs/Lo1am2GbDOVpf85i3tBgQ0XCJGRaqDOqWyekgHWpO6uNvwjgFNGhgASJL2nIDnsiqNI+yCCNA5IXZOkoVpgxBilPxVWxVK10YakKeJBQDnOqr4aWGuKfVjf2Libq0JcTynXSCxhjVmBLxREMprKgbZ/FmAkjr4mdLIMV5NoDCwwyHKMhSAhzNqhJX+hdaCObU+lTQMUmnCLKJRry7wUSGq53qBuwbJpN9eMAdxmMem9qCtUt9GZ0MBsBTLcAkrWUr0l/bnZ8Zsb026AWQB18zsUwGMhgQZGzOEKXfdW5VLOF8xOBtbKjsU1FhT22fnbkBMoVTwzyzy3/Iz2Oy7XlLf1gobmd9T8WH428FqARQtqlGbA8pzpHM9QV1VoOkUdhlLsoYa4XHWNcVYIpG5OPaNBqvYEZACck45haMA4mnsyzoOMppJt6x65dZ/tvwk2+AVktUQk1T7l/kMDGrnVEdlcrXJ2HU5QprIO7MMQ1h9aRqjevm8BHatMWaY2mr9H1jYbG/vZ8s4Fy9mm4L8BpQTOCURR65bom/SDJhAVcMS51W/2ja23Vq9akznnlsOS0QwhlaMBDd0uBo7eSWiPGctbZx8ccGjl+2RF92SmT2qMlLbmtP/MpEkKeS0U3Iq+GHFmllQODPn7GvV50841xwBWrlyBU4573lblRB7C6XK5XC6Xy/UsUwOpqFTMMq3PYdY4ZoD2dmI011oMTcgH23lLWNswwMa957M2Ds+zNvJ8TY4xA2Lt6xSbhLXRNpQUJDk2SZ6sTl9oXHGtc6ec0W3BjGTFDczBpmGjcgu5abe6JAb6OgI3WuGVubbcYXpugwOAwB6QgAjJYA/bjsYQJbQzMIijVLLriGejhLGmrH0qG4yuhVgyJHStgKDWmAUBXZaQPwYDP82Gi3T/xWybGgtxtJ2qbeJlMycOMa2ORrqrywLYZC8r4E2KIAR100WYjwxatZSJSxinOaqsoIGNcc4J3WTQTF9LseRm40qdewp8goKCTC2QWSuIY0YNgwUAxVSAiDgGG1cakYRBUYwCUkFK0DR3G0McaVogI5T5p5PYXD8gUMyIRIghoiLCuL5yKnFmZNLvgZySADZk1BlSRZVbzj7d1Zd8XboEkq6cIDvnAjQDARQDOnrfIRKQqThCWI/PBLDG6lkoWEdD7qzwQ2Zx6aVcayVEKtcHs7SXa5knWd2GaFxxJZyUWnmflEZQ1aBaAWICcFIBc3rftYDe2ua4QTd1Wgm7bIWjtZxsddaguZzLnAYsx5SF+eWC6Yi1+ImSLk4EDgxoJdTclZA4gzkGqEFBqvRC8u8J8AgNaLPrwsKhs4RBt8a4xTbLN41DDj2VYC2PGbfGAsGcUoySwL4NeoyFIelzIQBUoUmIFVqVYtvgIhcHJqnNKRDQIZKciPrcaUpdipOxJujNUQPbzHWFVshmaN2nzj1q9QkDSAZZlSgp+y0OK6A5l+VDCwigCFS5ReZa9wdtS62Vds1JxrkJmc8BlsavzClm4a097ig1+RkMZn3eG0gCoRRIaMZEbkIcbvI3xlICBIpqGpS8jsUNGankj0wFHMrfosTiVOTQm/ORs37w0Prgy9Zk0AIW2ZKEkj0fdI6x/R2A5ruTvxESxs7FgcqsZmaGGHQplL+DBcRyA9YLedT/ZiGl31YsqaP5UknHVZ5P8mwNqYOtLQdoLpfL5XK5XH9EkrA0oPn8WbTBggPFOjEchA2DYeYE098Pd6ttfJ41+VoFQl9FIKp6zmPFC5oiBqzJxyUJsxTnahwp5gKwrzEAVYzoVC3oof2QsjjN6qwwLElYqCSYV/daauCaKZBtfAJiFTFQvAH6SXpCOR8zo07NprCWj9chYUupbKaixm9RkFxuyAYxq/JJfbY+SVzgmsCodk4mFGgQzF0SxZ0SNJwxRgl3jCUMUlueyXbb8t6Kyu6Q1E3HweaO7Jwyk1Yg1V2ifgllM5dhue9ChxC1xKiMFYE1ZoxZgA1zE05roM3mQa0V6DgxGFlCt7I42TizVKTL4pQhaLii5YRS6CSgJqBOWUPhFNyEurjNCFqoQwEtAISY1IEWevpXIKLspKlLCuhYk66jAWzUgOkICQuLlV5HHWaszj3J2ZcKVObMqJOEb0KBFdCbzD/rzr5W2FB3WfLEBXMXqpOQocUPZPyscmzJOUWMyOICiRTL/YCC9FUAOgwwKq1QyAgWTgZW2EOaP07nrIaN1mVd65rNAcoUtTKigQ5G6MiKCuqasdCvEmaq58gsa9S4lQFLBouTSE9rkJih+cZIIIJEMytoM+AHlqWpCebIQmsNBLEkqufMyJWgEBm7DEAq8MqssJxU5nYM6JTqGVZVtQnJ1QhvLfpRN9UXFTrpsJccUuZWs2eTwdbeDyiK0UlhepOUHwCYks7lpq8Ac+QKHcqs1V1BAnDbFCmrizUrHApBf521irCEVFOBRFSAWWqBNQvLzFrltOQCbZqkcFanSW76hLNUXhVQm5vHkM0HNECoQPBg8FS+iZVROSV5laxdc76Wk+TWmsu9gK1w7jYI1JBYu4+yRmBj33K26d+D9vhY/HIAldejViON0ByAEJdy1oakzFIwITTQnsmWjKztDgCOUeE4l0IJlS2k1nxobr/Jm6m0WJ/xjATN6aZQXB+qCuz0DfrfA2WOknzYI+ke7Jx6XrY1K320dqj5G7e15ADN5XK5XC6XyzXmrjWgN3yTCOi0XWsFqG3c+drnsbxo63KtlYIA+o8BLT5g/7GdW+fsDcOzsNBOJ6KvBdasH+y8dWrCQesC8aR4Qp0zct3uXLsGUIWAThVb7htWx05GV512SWEYMwoMQmIM2cbaNkya+DlE6VsbOELUzaQm/kfW88l1MoBuJnBXN85ACb8Lao2wog4UZT5UURxUFCy5vlaKK/mZDAJRa4/VwBwZbwFdyFqJruU5KvCs5ZYggxcUFSCiQAVGQgihlVtPNrS1OdiSFYVouwilT8BAl8UByKzVKs3SEwg5sVRLhCTN58TIWoBDoGQq7gnWNlsOpUDmOgOqEAFKZaws5DUE0o7LAhe0SiMxgYakM+U4vd9WqGwIhE4UqGznAwySSL6ypDAtaTEP5ow6EzgBHNRJVeZfA3GTFsuw6pMggtT11GqoxAqBQgm1ysxg2+nbxjpDHYx6f6ztj+JG5CzwRCAbxE1CViQhq9uJBGZCwTAEiNmzwtZj0NhMK7dBlBW8EXLUghZAydNWQkV1s85ZgauChEpj1YQDcLkvLiACBdRxrXiYGIFkRneTwjZ91kgqMsm1mHIuDknocyZBIXlmMJIcGwI4W0EShQZKy0KImicMyOZ+0/ELCufYFhynMh/Q3IoAKf0+No8hLTjQ88gD29zSNZmsOgU1RRLsaV1ynNkcB0AKypAtH6M4Re2DgFJEBJpvTNc/B2lQjFrxF0FyBGYg6BWFuYXGoQkSsKUTJGvOSYExvX+bCnTT+88K20IpItEUtAhAEyGqfRH0H8jCeoOua/mgw1yL9iEHMSMbFbThIc3nprkjrU0FvuVWW23sisuyHFXmgBm5gBZs08YbKCbSDwTAiJVlPZM3d6zoij3AgxVFEQejOFRlpTE11aKD3ipTKBRX/WmSZqDd9WSZ0EjPkXU5ENjANlA+XKPc3FQmLQajIE8+NGv/od06coDmcrlcLpfL5VqvNte1tu7wTfS61gKhKpYJWuf51lVxtBfUEfqqJmTT3pssJ1rJjZbLxik325OeNkZqgJoVMTBw19dpMKPlckpardIKJXSLc60pmpByFpCBcrsI6h7oqwiBom66BYZkDqhzKjAwpdw47dR1JyAolc2JAUEKQIyEPgRQv2yUmKP2sTq5uAlXLW62LBvAlBnokmxcMoNCFwA1br4gjrsqADFWGjqqu0pzBBVoFBDRuMwa84GGSKnVKWs8l7AcLhCjhBC3AVtuNmMxyBztq6g4W2y3K5Aka4J/uWI3JZ0P6m4p88zmWpPzK8eMBHkNIZS22kYbTOAcLEINNcsYg1PLZaMpywioSEBkFYKGi9YgCFySnGya+IsIoKTJ3+U8Fpom59XQNILCLSlcEaIAz75OhaA5/KAjIqGwXNyQOSUkplJJ1ap5thPCF3AAc91Q2e0zCJFYC0BId1gVVEZUJxejZ3kJKdG2y3gklpDZHIAOIjIDVVUpadDcWiEoDNCxgOUhZEkinxmJgxbm4Mb9ky0w1KCL7PoZAFUBlY571vmWW5BDTWiArnE1OlmOfoGEQBNWrtCzfb/MrNUQDQwTQpJ7CkRIrOGjZDTM8ANreKqsqYqkX7Peg7XBnovKNAtgACI6RKgoC+QkGdjQug9JTq/B0eWDjOaxXU5FzfcFwhlA0Uvm1m3b/TLqMldtGhXIo/8TABAFJO0PAsBZ0I4Un1CQPZTFoZdbVSaDDhCLwy9UOmOJQIiax02ukyGQ1pL7AwqsNEG/MbbMadR7bS0DdLX8Y5lPBQw1r9uTsLjatB3y4YTkPJO/raE8TcyVmHNGjFqpGPrhh42Z3kO2+a2/aEVeyrn0BqwIQ3kiWtsSYMHfFloqoFQrYXNSV6W8IarzK+iBEVxsex2S5wuxnJEog1MqI27FYhJCKWJC+gmMVYwVCCgPuNhqqzSNBTTrvcgABSmosZXlAM3lcrlcLpfLtVna0q61QFZ104DT6OdaH6hriguIM6BPE2Qb9LLcalmdKAbYmKGhceuAf0FcRVFz1YgzKGJ4R5RcbrnJ55Zykq8plzDEzFyqWJbbARAoSx63joZZUuuckIqPiUnDTHPpixoM1IyhWjuPamk3BNYFEpdUJxJCVWlYWgVANvRgCStlaLik9ROjhLKi1q0PM0C1boabwg4UCFUAQgziFkQrvDcwAgethglxt4ELbLLwPobm/AFKDjxz1pGiTwNrPYAtybw0CEEU0KkIfZW+HmyzJsneOaO4CnNmdA18qovNHCwG14QfsToENYwUEhqVbcdNBKZayAIC6ixzZVCSx6H4gEjXj0KGGGTjTwTEKhbYHEJAYEaIQV0bAYxaw9GCwpzGXVk2vWVN6eZU528fEWJ/X1nLygIVOHIJky15AZHl/lj6sKElKGOFiDI3SztsU1/cMzoPCqCh0reBJezLIJkk5hebIycFKDrnAgidPgl+zFldMmS59poKtXUSECCFKywMUOYwJ8371IYRke2B03IKWT4oLoUtsgLcnAyyaVcwD+8aCRtV81aGAj+gwIOgAK6BLApTpWdAgbQipHRiDDqtYHkNFUQQgCRzKHNWmKGho7qAMwFGodnOQaGEHVtC+Obq1hdSvCPYs9vCt9X5mMvBOv1Roh0LaCt8zyA6APEQ6bwNufSbzaESREkAJSq/p0AlKb21RYxvVsxAHa9ECqYb56V9QIIqgDodKNVRV2dAYnORBZ0f+jzSvxV2q5kyrBJvLtSxmUsWPlvmQukAdU6xDqlOlJJLEQL2sgL1qrIUBqx/YlgLqioNJIijC2gKB7AUvzHoZLnago5P7jZAM7f/blEG1U3Ia10gcuO6a2ghodIJa5V5bcFL7k3o67J+Kul4CTHlZj4Yhc4lm6P8bzYKrkU+2lHCTCxOxa0sB2gul8vlcrlcrjHXlnKtGRSrFIqIM2TdVUKTWZ3Wc64Yxe1C2u52KGg735pVCLVCBrX+x77JcqCVUFDSEKRAiJY0C4D9J/io10lNKKflFJPXFYrpfVkFzRAiqgBUfRUs9FLAR0JdM2omJAUIBqC6Gh4qGfUJoLrkwYrBig0IXIshAn123VjcGWxghbWqqW4uQVoIIJnrh0ufy50TQhVK5dAqEEIMiIFhoUQGUWOUsYik+ZIKSG0BLXVoZJ07EvKHkhsLpM4GbmAvFLAJyMkF0MQYUUXpW3NkBBLwwADqOpciBwW2JQmPhObdEhdGLpCm5o4AhgwwJ9RZcohJVzFqTuqmCUhJCxTUucmvNKi5qWy8DRZGQmBCVQUBlTKZEdSpkVngYQoa3Bgk4TiF1BN6a+4Sye+mG25qQtQ6VcSAgQmDbFAnJUPnks0Dde+EBrIZtCsOGEIrNI3VVabQhAlcwQxRFsNa3CscFWJlwU4JBEoKiewtnJBY3FnNaSI6UcP4KGt7FK4SFfCUU0ZmyTOnVSdQszhJoeHPAnQVuiksoQoaOilQz55hFn1muQjN1QQu/EoghYFLW4469EkhKgNq94JMXAMZxdlECKUIgoCvLmpQRQgZ4vgLAoyokjyQck512UI+LCDJVK/uPQ2ttIO1nYEiguY7JHPbaUypAFB9piODORWnlBT5gMIlhZj68/D8bNT6WmoRsAFDbsCj5mAr3IpSA+lI4GnDedQ5pX8OKAQNxE4gStofWhQC8nsmFpcVi8uWWJ5dOQQgZa38q3kWQ0fmpc6LJBNFnGNCtcShl618R9DnFpc+ALQgAaDOQ71fZoCG7E5sWcj3qek7gn5g1DHnps0n+Rtjhk4ZKwYqA3r2ulTUZIWhTdJ/mBFUXqdmWgCMVEp0liY2+dsYvZV1Q1Vyn5FCt6btMk+acwmAC1XQa1Iz1izhnHXP39WtIwdoLpfL5XK5XK6tpqfrWgMsA1XvOdvhoJEsQTqNOEfewLl6kroHQkW94aDmRiiutdxysbHAmzoNb5+51CRsrYooyftjtCqVvcol0XpzjXpYOGjTDsYgp2ZDqhvbWAVxGYWOOMwgeaVqDR/r1mjCQ8Vqg27KktvJgFOoJdcaGJESKAYEYlSB0ImVOO5yBpHky8kpaWiohjKqs6s4UzIj1eoMgRUZkLEKxKhihRAlh1VVEYiChs6GAmUt3K0UNNBxljnUhmyaG0k3taWypwFEdWNQyOgJbLPXdZ4amJD8UwKjoBvDoBvAzBl1N6MGkOqMmjNSLaHCuTao0NHwI2tjAudOk0RfnWwEBVAsIJQVIGU25x1JJVQANFTD6KK5V6LlsYPk3KMo1WhDCOpsY1hV1K6B5GAoJlkX6P1n2bCbu8TAhAKFjo6R5fhjdMom3Io41HpviRmcGCnIvOAgTroYogxYJUn3qRK3YSBx81Wsrr4e+GY7f1mfxSUEaiCWQjYwo5uzOm8IITQxmhrViApRwl0zI/ZVcg/E6GMU56YBYZs/WfPjCcwDcs3FvZezhLUiM3IVZfw1HBGs45kbp1qGLBomSIi3grTMjWPIqqGCUSpClkVPaIihlfftNpDO8qaVghiBCoiNSkwDC0DiwHrPApFKvGes5FlBUjAi2xrWHGTiX9PJDYIUOmHJK6bPZUBymEUmcaYFyQ8Gfa4RCJbhP6eGONozr6xxIqmArE3LumYDN12SNGeWhSWjtBNiG0TTPwBKqLQ+qKA9KVA7GXmTcwQwmOvSj4GyPBf0mp0QAQWrYEIknQP6rCthmBBHr3SbPFeaD09y00B9jpW5okDLqmPK2ldXJOXi1CLtFyinLnBRHxbi8KYCKQ2eilPMPJGaV44ZIEI7WJU4N7nz9JDcPEml/wwKAsioy/PUnsFR/77KnTbgL8YgRWqs76F/h0n6LpA4Bbe2HKC5XC6Xy+VyubYJrde1Zl+HQTD7ur6Kng0Q03Pr6Q2obJwDroF0RJLInapQ/sPf3GS1hWtazjJ1rYkrCwASBrvyFYACP5TKoO2vAQBG+YTdoJokiVeollAqhLYrp9aZUeda3S8GSyJAjE4nIKACIAAspSRhrKnJ35Y5w5L/12BwbVm2CRRqATNghJA1TxxLyFEIGAhRN3eEdnXTBA0PzeLkMrOVwbVuDQ0/0gTcms+sAiF2Yin4EKNsXivNeSdtkXEmiQstHpT2/GG9VlO5tQGIDHHPCZsgBGTd8AWIZc+ciwDlJi+RJPsXYFmuG3RTr0nMU50EJiVGN2XkHFEreOXUhD1mAyycG4CqO9OaBVgwi4sKyJo/rOnDzAlEQasZptJuC78idUYiszokFbARoYpULECkNphm3jTWF3O9hNpyzkl4KaKE1VmlSyISYBwjSEMjSUdFgKCtE52vGhZMEjCq/IAU/MjcUoyirjZCZkKnVaFReENGTgIJymsZ4rIzQAlz1jC6lFGsbBnabxBKyupsCkHdmTLukQJIXT2BSJyaCuRykns1yFZWPAOs4daJdP5x044kD6Ny78wYBo8MzumkLkCxeWRldXQ1cxOo7d7MLWQH21gDzXyF3k/QflfIEoPAjqjzISplJutjAMjycyZqoEtoOYEV9tgHF4GDAi7L70d6Tta8iQKno8JIIikKInM5SOJ6QKudyn1lllBgCftTNxRndaHK783hVYAsoXwo0eodWfW5THtYOGjWdcRJ55OFvoL1b0JdwiUDQ9xyISAH+cwhBgKHpupxCFFDhRnMVQl9BjUfBEh+RSi5NABLyCk1aC6KiwywPtdnX2bUCrkMttld2vrQLpXvs7lTNc+hWh4pUjN9GFrNk4FKXi8RtVmLzBCDYc7GjBDUQd0GnWpNbLsvCeL4pVimEDI0Q4I9f5HR7XoRAZfL5XK5XC6Xq0eN+2Xkp83rgmrDnWbrA2JBw0Ft6957jo2DdHauKkqYTw9YM3jUgmpt91gGoHQNDVizkNCmQmhTJVTcax2MDtdqc8clcTTVWpmugYUANG9aLY0EcZJ+DkBfJ2JcfwcWW8UgpFrhWi3Apq5ls59Ycsch1QqpzL3UVNALISJGgRchEvoRMdCBbIRCALO2MVnYo4aAZkguIkhTMjPqbgPwDKyGIOFZVQigSlyDMcomv4pR+5C1iqg4F6pICnhQ2j187pQ+M8ilx+Ws/QbZkBMZYJMTBtuMZtsFBw2PjApLGX19VeNM1D1oSknuvW6FiSb0uA5twy/DlovzKmXZJFvIL7MARyaAuwlZCxSABWIiS0jdYJ0BHfuyMSV1JnET4tmpIiS5eEnDVQCbWMASQkUFqAmz03BciCsmUFMAIpBsrq20RKgAQsS4PgUQBoNYgIfl9xM3pmzQs0IzCiwhq+aqgowHB12vCjtzJY4ZQx0ZEpOWGCAmqTCpY04adiouQHG9cMqSg6u4ZTTvHQFRaYmEUzIoRGSwuAFjFkDC0nfm6zGXYZl7aIAgqzNUquiiOA5ZIaqtleZpxGqwajlu1eGmnLXQjdy8Cbq0ZMySJYCH5NaqWzSjQFV5KVCT0wz6rBKXaABpKkhZ/xISGskcXlqkwd5IFt4MIOr8BbSAgBY/MCqp4dQUosBjIilWoB8K2MhWGmqccqs4AwdwkPT3OWtVTBA4tvLbkXwAwEqUSKtPgqgBa+YCsxByApjURddMN+kuhZBZz5000Z7g7NYgkIyCGZE51AhMpZJp1NxtAUCHZG5BPyRgBgJ3iuMsZSlqAWYkCk2IuxaGsTBkbt2LzYEyFw1U1jKngpbZbBvioPNECz5r9WUqH5ZQRbImCGXS5EzgRAhRavtmiEuz0vVsMfeZWUN+lbJpBd1g84Q0+wAYQ8Pc3ltDDtBcLpfL5XK5XNutSi6zxiMAAGVzub5w0A251gxglXMC6zxXk1Z65HkIEr5UtaqDAk3oZ90qZJAZCtuasK7h7TOgNrw6qMDAgD6L2WmpCQlt8ndJZcomN5rBNSumADSb+qCuu74OIaBP4EEGOIi7rk6SCy3ljG4tm7SUNFl66oK76jxAQECNUEkVt6ghm5aLLlBEn94oUauvk/YVzMmmkEvbkTMwlDOwFhikVBx4RJCE1dr/UohBwmYDAmIVSgXPqO6/TohlwM3ZUcY5MxixCQfN5mLTjWlicR3pvRJlgREsrhSDreZgKUYn2akLAKiAvgJ3LTG69Gc31WC2UFzNzWd9wY2br3HjMPKAVaBtQrFSljxhxE0SeIaGTWYtGoGAQc7q9LJwNZ3XgRACI0Jy2AUGYhJ3IKKm3dIQTVK7ic3PwsGpnbuLZaMOyUunpiQ5n835SOhXKGdARwCnwJBkeekUcja5vAR0crmmNKCiCIpApZtyQlSoIONlqIHVIQcmJMguXvb1FvomjkVLHCU8pJXUyuCbphSjGCT8MIRiq5FQ4KD3ZsDIwvYUC7I9Zax9MtB1nYBASLVA1ZSb4haZJY+bFTAAmmeWJZu3sExzBkFuA5rarykI0XoOFjRMBlUYklgwFdeXgVJx76EBqvqBSIgChzpR8ttRApAF9oq7TtehVqWV5kZ1i6pbL2oOO5jzirSbWKBlq73I0HmrzwOW56Tkb0wSzqhzVi+MLAkVUZHAfMkvyFrdliRPHXPJUWi9nFl8V9Awdr2UjCVraCPsOSEdlPQYTr0hvdBnMMh4Ui4uwcKo9PpVaF6LYFBUuN+xjuiTqpykLkn7kET7l3UdsT5zuWrC43Or0qg8X7XaMMxxyepWBHiI5UOGUgECTQECSN5JA/yIAFUCrIMW+ZHwbzkBQZ+9ofA02BOr2vop0ByguVwul8vlcrmefdrSrrXKNkP6u2yb+WFgbbTztPOsEQF9VdSf5T/NR+Q/Y8uDpuGgCkB62gZ1rak7LWiF0KjAogkJFYdZWwbyDKhZrrW65XLJrJskDUO1+6IscLC/Qwh9lYbcyAbfihfUSRPwc0ZtcC2rwaXuaigP9wAjCW0V0FVFTZQfCR29W+VNWh1SQ0O1b3ItG8Skudc4C8hLa63Cm9lpNDeUOgeJpEJljKQwTeFQECdRFQJixzxOsi3n1rjbuPW62CyxuIxRKoCNFNpoiKoltQ/iVrNcZ7VZgso8kiTuAyGA+jWHkR5iecYsB1tdmxMRTV4uc3XYOoDCUpZwX1gb7Vh1YuWUChFhBZg5iRMkd2twZgTqFidbpAAOkkspKDjrRAnEInWxEQNEoQViUknYZJvtoHGFkQDKOu7MJdwtWDlKygUoByJQqASs6I5bOIg4KRnNPMlAyUdFaNxPBgollFE2zXJtCbWTCogQyAGUsMpcM2pNXsYw5kXG5NStqeFtWUIT81BWM5ZSQzT57CybY9ACITDoSVLRkIlRVQKB0GncTyBSV4+cp05tGK3wvNaah5lLHr7iWoM5LwWgshUFIXkWEKOpsAkLh9dbNfjWejgRSVglK6GTKa0FMljWoYFRc4la7jlSl1NHHmyy/lkrAWt/WPq3wHICCV/WD0o0p1jQ9ivaLgCSGKBYyb1rqKtBwUAy+MqxZAlkAJU6gxWsikMROucYoKjuVnG/Wt+YAregGAv4pDJfIO41e8zo2m/+ngRkg6say8tio8SgXsbCam0+yLUYgZI+X8U/SNEaIK5BDkB/x9yX8rQNhOIatLByQByWApYZuZYDyocHFYziw3ySVtVZrizgzsao6ZqG4soayOAQpMp1z9/ygEABdd/Wx1kO0Fwul8vlcrlcf1TaGq412zoIZBlZyADrOE9xaBAQY0SnasCaOaAKKGnnW2OUvGgi+Wpwpcmt1hsWaq6gEIDKnAqt/miqkPbCNXH6yCatFisYgAR05b3mQLF7CANVScyfWTZT3TqhzhKymLPkXbPNeDcxhnJdws3EsaJV2UJQyCWJpsWdFNEhATIYEAySUwKz5Cdq56czCCluMYFwgzlJ3h4NQbJNv+VaCxDA1glaUZWkyEFlxSFCkCqeNobq3bMKnlaowdx+BbS1EmxDj8/qBhGoImAIVtSBrMKkdGTK5hBpoB6FgD4EDHRCA2J0w52yOEsSM7pdRkKW/rffoXEm2RxInMHcacFKfV1tTcwBCLlZO6TzMAODSh1ykuThklMLIC0DWumYIgZ0tNABkMWVyADFCHQZCKzvMYaiELorIEIKcUgV0wxYfCQsixtIQvI6VQCD0E8A+pviDCB1/hCQa4GxmbPlmkcJYbPM76AS70gEVJVAMnQI/ZmbKookBR8QgLpmHWObC+ruKw4gUjioecxg81DhZtCQxSDhwFAnFDT5vzm8MhRWGeBnQhVlzlUgoAICVQVcZm4KV5Qx1HC5OtfqWrW5wArcZMZZaHOuU3H8ZW5Am0XRZkZxuTWFIKxvoXUPWJ+B8iwp66LARBS4bvMgar7BoOG7rNBFa4uAQKgyFUgtjrHQjI1ehLMWt2ADfQRFWs159ZnNIYC1sqoAMC6J+kndchWkIAYAKeFZnvlKolhcq8QBhIBsfz80DyObUxUN3C3tVQee8TMrZEL6K4J8GBK0GEMD+Unz8WdBxQRQ196p/WvfBSCSurxk4cr5ywcNjMiM/j4CIYL7K3niZYOU5p40iIny3EVx7Uq7DIqXZ45+7WbtV+1rezYHA2/IGBzyHGgul8vlcrlcLtczos1xrbVdZ3rksHPqpk/D3nrPORLSlWTbw87RA+giaWXMZlPRVAdt8qylFqzJKYubaXjb1KVmFUKtgIFdM5KAqs6wmqkG81LKAsFYk+9rGJ0xtVTnEdckAiIR+qoK40LjyDNHSMqMbjejmzO6Wtmwq5uolGVjNaROIlbnVggkIWEsrrVYiVMrEhApoooZ/eKxAKvXiJNCEta8ZjamWpBB95oYMscQJaxhuwlGJNLw01DyqjVhteJgqwxa6u9ljhFKGF4rj1m2PGZAE1ZbsvEr3MitkFuFQlF375KPrXG3pZyl8ENrapISiRgInXGEthsy5yTQjxl13eTOqxWYWsJ7yx1W5gEslFUrbbICCc46PhL+JbAhi7tGw027XUY3EHJXshoFnSREEuYYKoGXIQBViAiRQCxrQG5b7qFbC6CwMFMLHSMKCujkeCk8IdBX+kLXWzaIwIgxoEMkkEoxjoEig0ECkbKuN2jeqJJFEVTL3RBxcVb1dULBnEFnonxPDZxigVNcS7io5WG08WMiGd8syd1DTg1YQy7VKdncU2wuOl2QlEFBHGsFHoaCGQXKEWluK0Jf6FOXl11f5i1rZ5Q8bepMyjWjq7Ao6xyAFttIVrU0Z8np1oJqllS+wGOghI/2PA11zCJBK2+m5mMQczXC3Lg6t0OQHF32rAkNKKqCrDeOGRVrQYQAhdMKtKx4BhsESmAOTZv1OWTPlrLgQlCoxMbrNKeYgKjAsQC3kFkKIpCERWddrFHos85MkiqsVsay3SckBVcsL13Qnw2GEwMcFGiRuuj00wwGG7Us4bpWsARgDFEedrmgrTGQ2RR6Kc8T67AAdfUyQOrtJNLnqTYhsT4TdCwUMJfQdKDk99MnZ2tOjPxbvaXlAM3lcrlcLpfL5dqA1uVaA1A2uZvsWgMVlxOABqxgeCGDBtCl9tahdQ4LN4tRKgO2ixik3JsDK7WcIilpqKPcSTmvhflYhdASHlpgnoY6xiA5y1qyipuWpytngXcpJ4VV4qzopl6iZ4AwBkKnL2Jc7GjVRMlFlEGoa8ZQqpFqzR2nAM8AVA3GUDcDQ0kSy0NzfVlxAQJClKIGAgeD5AoKnSb/k7msCiDQPpQB0NAlhZVdgClDEvEr0CMJ+aRglQSDQM8Qyia+E4NCIMnVVAUJp5K+VWhTcpGhACoDDDk3Ob1K0B1T43phVkcSihNHEmFJXjYgCGAzYKFOHNIqlTEEdBQIGk82x1HOVgFWxrXW75uKklxclvJFQ1vtfogkpx0Mysl9xRiRcgIoFOde0kT2AnsSorpzSDfhCLJ+KBAqSIJyg75EAQg1EghcKzxUSCL9YhDNwp5tjouLi8yJ2HLHEJqw344WBjCmwVrfooQ9tx2PNdT1Q6WiICtVYaU+BbQySUVPVoCnYEFyQ+k8UKCZAO0rbteBVLcRwyqVhpbT0SokGhULubKnjj43UnGzUQ0FH/oMI8BC8qQvgri9gjriDPSqm87YZIEiWQBsrpOuK5R5DeszSEEN+5mTFEZBgDicoGGk9r3dl/U/DBRbe5KlH2uem2KykmeDOtqi9r+AdwkhZSpYTP4FRmRI2KhWrKWuhIgTguZQE9eY+LxkkKydiKHpG2oan63joMZGZpiHkGLUeSOQOyj4tHtkauCV5X8TfCugjTUEljK0KAOAqDAttuCs2mJZ5wFFoVek9N7Cv8XAVzLPlTHKpNcpf6Pk2V0+mEJuAFs7n6L+DjYmUYBnXyVrgrPmmFOYpp+0yAce9fC/PlteDtBcLpfL5XK5XK6noZL4e5g26FrTDQlaGw5AIQZpaKB+yi+/pua9vK5zQM9BPbCriqThoG2w1utaM1jE3ISDSkRmA9aKC86qglITCkrDrlfF3gzPBhbqlLS6ZJLrJC1mwK38bjVgudZK+JZec6DTQTXQ9I/liqtzxlBX3GqyuWrgGmegRsYQAxhqYsgsH1dHE7uHWAlcC7JhrSQutOx35R5k01iqISJrLiCoY6KVIywxgC7QhXk21AXDUjVUc9WJS0Y2j4GAqpKKnaTgshMJoRNKX8gY5QKfuOTNi/oatTteE4sH1CVMNZextFBBwICs3GOtUEyNUeXaBms7VSUhXKTwJYSST08cJBndzKWCayn8oFCthPK1HJScg1RHTIxMWUGmTEHJPcbqEEIDqZiBRBjMDKAWh4+6bEjhr7iNmrlp4W2RAigmSWDPAFFqXDIlX5eco5mDsYT02b0bDIPChwBCJAaqICCX1ElW8mXJm5u1hwbaBZZ8/AYLdZ4yWIuHxOLGEd+oOM4sHFjAb5bw3hKynEvhC4LkqtJKFsicyrg2MdMZqWQKq0EU9Z1tpx20miohJLJ4UO0oCecDScikVQ/u1zbTuL4mrxorMAbA6uqzUMOUGblOUrmSm3DxpBBFPhzIzQcDNo/1GcZsbk6Y7a+EqrYWSAGqQG7muUwbUJD8YBSaDzwCAkIOJeReF48AbM5IVik5CcDiQJAir6TnEReXVfOsIcUIkCV0NFvItt6vQVa2IgdkH7IYMpS5ThWBs3xQkNkAqfRLiVxlNA4we8AyJB+a/mxOPq6gFUvtKgIHhSkTwFnOGyRUFkBTQEFDU4HGwWlh4NyC+vakkvkUymukzsgYNUzZlph9Q1Z4ZOvKAZrL5XK5XC6Xy7UFtD7XmkEDgxPrruzZPh8Xx1kIJclS+TrcCbe+fG0G16QKXugBawXOZIM06nLRttZCunrPqffbrgoaLMdaC6wRgL6q0l1IsxWxkNDa3GoK2TK3KitqDrZWoFG5nxikAt24gQoTW9fOKaFOhJpr1F1GN4kzruR1UwfMUK331xVkaNCCCAJcSNwpMWr4YAD6EbSEYxS0oJTN4GPZLHIom3iG/U5CUYFUcnA14YviHomxCam10LNIlrNOq5ay9nVfRIBWuCSppNeGowJVBKK155VNkXZlWEU3DWCj5mjSjavcB4vrx5gLNZtcAVVRqrb2S3b7QBayKhAjmQupZnQVghTANtzVaXMkJQljVCdTcWMpmILODiIoVGrWwVBX7i20kvFFtZ4JHBMcVQWBCUGLSiBwqYQqPLsWGkFAVNjdFE8grfTYrIdgzh0tmEDM4EpASCcGmR+6kg2owEA5iavQIFsCg1krlyogsTXGxBLuSgGdysKVS6MLZAVQ5oYAeenPxKnlIlTQDw1D1DxrEgWqzx3i4oglAMgk+cUCg5L5iiRxPQUgpIBE9rxKsNxv0Hkj7i9CpwoKt6MAR4WmnBhSxALgnATtJYEwGQ1szYmRcirgNUGeJ1ndsKXqqFxaC0lopCQ3oKl8NpEg4F2rUJKBtjLXm89PosJxe7YGCggxIiQGQkDxi2qV2Kg5+yrtRK4k7FyqW0o+Q1LAJc8JW8fQHJQk+dPUmWgw3Dgma+OyJC5ECFLcAFEdnByQWR2HFs5JpKHCTR/Yc8UeHqQhvkEr11LQfG0ANKshGIyK7S368UFVcJ/OX4IhQNaqtixDilzXIBCGaiV+dg6SuU9EWLt2WF6CrSAHaC6Xy+VyuVwu11aW5RcbrhGhoBt0nOl2hJpNG9q/KRvm0eDcMAhmLjKos6wi9FkoU8tNlywULzc5xMTpofnL7Jyt87YrhEZqh4I2cM1CQvs7wHC4VqtLLWVxldWp3QbZVEo9z164ZiAvhoBx/QETWznemBndmlGnJK61WpK1p5w0v5v0W53auai4FEggrRgqFQQl55o5yDqSfE37MzQODIWRtRI1y+9T3Gt6L4kYqWubwxpSzQ/N+EQBPQJ4QkmuTpCwuhibaqadaA4ggTsGD8UsIwnzS4EKwT1Ne3QcbUSbipUGoqAOmZHzuB4O2PR/DMzFGNEJQOyn5iLcODYt91q3azAwI3Gl+ZBk7rF2qhiSuJmPOjcZ0oYMaGJ4BQQAEDTnYJKNeZ0YOdWSZ01dVpYXMIMQdUJXJPM0aHysVIwV4Nplc2VpbiuSmwrqxgw6Zowm9FRAhM6tEEpHsM0NrTRq1T+1g4vbzMAsZ3FoCYwwh6GAiWIG1dx9RAFVNPcsdAAr7UNC0njInFl8oKxOLuSeQhiAAi0FLlFdg1rbQIAPi+OOrKKAuav0wwBxNzJASR23liuOyzrjoYwQSaJLg+Q47AAY6AOYBdiUYhDcgpGckZh6HLfgjMykIDcDiUu4a1L3akoyaRI16zO3+llvo0AmWy9dHTdSmxchI1DdOKeEo8mzA3ovpIA8BkS2QghNbkuhYXKxkAWSZmJErU1QAQidUMCUzAltEDRbmc5dzuJ048TgIMdGBbuaxg2Zs4Z/ymLt+ahGE79RkrmQ7IOcVILEAQXRNosj2QyX+xDYmtWdJueO9oAwl2YU52KOALECQnXfEYDEct1WBrytJgdoLpfL5XK5XC7XNiKDSs3n+I1GdamNCsZ6FchyPslmw0CGbLR7369XGvH+NmDrxACqesFa2aBqGGjOjYMoMyO1QzKRes5XKoTSSNea9UmnkmqeI/pDYVCtif9LIQMFUXXilluuCQm1PjHYNL7qIIwDQoi6wRaAU9dWfVTyudU5gzkXuCZFFMQyYq4tcTM1CfrlWupcU6jXiTa67YxBCteSgCDblMvrUDeIQKFunVArBAwWcNa6dtSca9KPQR1gTY652AJqfWQ5wNQ1xNCcZpa3iltzjZooP8ltXvJelTkM9Iwfg3vyrAnz0vMOK6LX238BVQcY36nU8CU7fMuhlxOjzqnk8WvmncEODZGzOU5ATkmLAFh1VqF/SZ1YGaRuGtm4MzOGEhBIcowxJwHEBjRCBBUw0CSqj4QCbgMRUCsA0vUEZhkXpuJwk9xzpAUA5P4LYOvIe7hAS1Zo1QbrJE4dzdMHuyfmAqqYCYOpScZuzwIYZCMgBEZEkJx8YA19VAiiYC2xFOLIiZsCCwazdXyJNNRSL56z5ViziSBAkIKMqTjJok4sm0tUyBVlBgWxlAXNPydgyGKBMyxRvcHmEKO6u/R61hGQvgAMUglMlTBideZBc7BlBYpZQmVTBupuKjkdOWneNm0CK3QrIBra9+pClQITSoJIn4c296k8psv3QcM9peIoEKsKlpdMzGnyXCqEzro4axhyYBiXDZKwTt2gAvnAkPxnFPRvSJSwzSbSvQlZRtC8cOpI5CbdgGQ8M57IurYEGNewaptUii9An/1VmYh6363If7K5azdgz1MI6O2LrTduJTlAc7lcLpfL5XK5tgORbsx7dhsYBaih+dkA1jAmpudDca1x7wkhiciHv59HvN9yABFBqhdWjXtC3BqW28zC0BoYY7nJ0ComYK6Z4lorcGf9rrW+Tu+9GVzrtpxryZxrCm8SIIUMuoDBtUBdUCAFelI5s6+KJZTSQmNTyuKKq8WxUiegruuy6c7cfDXnGqlLKSA0yf3JnGJNIvv+KiBbOGYxnxDqlJA5tDb5jd1Gcu9rGCwzar0nrUeAdrGJGKmEGlKp5ir/qlIwglCKCVRUcoAxSBLBl4IQTW4tA1eZNRF6CXnTdwaBUpa8nziAKSu4QqkYCJjzaX2ATTbz/Z0KoU/BlO7eJUedQM7ECXVtVf0yEqJWXzWwxwo2WJkOawVRACkjqSumznLt3IU4d7gBWFnhXACDU1YHkgDwrE5TJgmRQwwIIBBlrX5roFXnd5SQb1nmSihh/c8C4bgZDxtDgywhEDg2uRIBSLiguo8YQEfj+zKjyW9lyewVGGW1uhk4ESdSbkBMWR8NhCN1T7HSUgOdTaEILmDJqreCgZxkDdg8AikTs+IqxVUn0BQIArRsTtj/BgIlBqJUviQmcYFmoz9czidJ6S3UVvq9E2KBXXI/mjssy/xlbu7FYHfW46UoBum9J3FfMtQ5q2HoiaUSqTal1uEtgA0o1U6DwkdW118MALoJzCghsQVF6j2IQ1IS8IO0ErHVG9V5bC7C1HL/BX0el3Wq1Twl52IoVV3t74FIBj5mC++nsn4UuwogRkbW0GLWfg/UCrPWPI7tv2lMWg7DbK0MUNQ7IQPPAp2H59ncGnKA5nK5XC6Xy+VybcfaMq61JrxrmEGg5/2JzVrUbk/TpqAgLFIsMKWdq80KAKSSY62BdnUCGtdYagAaWq41DccczbVmcG1kfzTOtaR51ZICF3M2pda17WsMDeyKAQLW+iKChUAV5xoj1QbsxBlV11ldeo0zysJPAc0TpS6mYrYwuFYqekr4oEV0tR1ZXGV1xHEJsxrOPJmlDUNiXZN3BxLQAHGpmGMqBM3cZ8ASKC66ipocX32VVL0021nOBtXa7jW7vswXC0Ns50wTeCQbYwoCSSTRedNPBb7AEsRndBuOIue0+aehcX2xwkBHztfQRB3jrGGitVYETZDCEC2olqGhgOYs6s8FnnDNUlGUpZppAJBrlNC0pINQC6mSdVZb1jBGVOcUWYMzq4MtgIg1fxppOK4QzgKwiNSpQ5AwQb1/BXBgIEZIo83FVgkMoY65gNpjo2GMmt/MctDJCOUCNy1cO6lrifS+SFsSwCXZvoS7RoF+JP0WKOg8RJkHSdcNFDonFiAjS0PAFNhYcSjuzKAQrHEsSZspBclxxhmoC16zjhM4x9J2dCVsVu46leeTrEmBghTl+hSg819DwAVVlSXGuuAsNNrgmoSRQueNuvNyVtejho3WUnCDLaza5l1ooLTdCCts1OWpBVeAIaAnwyFBc8/ZM1whuYV6CxwDqBOL6y1QaGCZWDVhnB5JoZ2G4nLm8syt1FGbSUNEWTKiCVQV+GVOvfJIyjp/dQ0FMnCs4ajqfJS+zVZ8E5yT9gNjqB5G2LeCHKC5XC6Xy+VyuVzPUm0p11oo52w5oWBwTB09QEkyXt7bckKJgyCqa60aBvckh1YTCtq4umQz14C19nktNNEcVKO61kgcZp1huLEJCRXnmuRBEwCWUisfVOoFa5ZrzEJQqwBxRgV1S6BxaiXO6Na6cS7hp7mEgiUNHuMsm0oxzwggoUDFXQJA8yiR5BwiyYlWVTIWBj0FjGRxFWXNnZSgmcr1NkpSfYFJEqJYK6BTVwpZ+Ke6UqgF8bRJ0vdBqphCYFxViR8lEOm8MDeS5q/LTS4vg22cANKNe891I2A4l9RUZE5GA2AMhQ0JSD1ouPnewvtiiOivQnHaMHFJ+pYZyClrTjzWkFYN89Pvc5/CUB07eZ+6cZCR6yxJ87MEJzJDE9kzEILCZzR0Qn8MLHMgqP2QCGCK6mAjBA37JHXgGFC2IhSlgEEXxaFWgBAgOfNY3GwMLgA4Bg0ZpTatYTDF4njMWWxTKQHcyaBM5fkBFqBYQi4D0M0JVnRCAFsuSfaD2qhiCOhQAJFClxbAk3+kkE2CBKVAhgwUG5BmhpWVFI6l0EvXjd0SAbKmssAeWc7m9GuOYSIEhrS1VlCVmxBQDSLUvtd1Qi2QWAVUgFSSZG6fWUMnSavSco9bt8ynbGHOWjSjTqhZQ0d1DmYFmTAHGTdgjXWel+quVIYTDIaUmFAiNqQfTmhTDcYGIgn5ZKATK+RgdV9lfmngLjJJKDVIxoMsnFSnAohLFVHS4ijy9ya3PpyRXG3BwGzQUHFZSoqJdd0Slzxxwz8g2RpygOZyuVwul8vlcv2R6em61vTInq/mJCp2hvK74bma2u9t2tOGXTFoeBj1hpKaa81gVAP9WBP+N22h1n2aE65UtGzBmZGuNaCv09srxSmXEmp1zNWpAXwpMeqee1K4ZgnmNdwthoDx/SjJ4sWVkiTPUs7opl6HnIWccjYXhvajxUnavZLCNNvL28+BpDpnAFBpjGMlG3lLnA7ohl1BSjC7im5gS240BYogy9mkVQX1stK3oQy/uQWb/tfiFFG+7wQCqiZxvoT7EjInHWcUuGDAzca7mN4MHhIhRLQ25Abr2uGDCoEUtqTctq/1AjabK31VA2KZBAYSSRhrnZLCNQtj49a8NOecwunixGsqYdZJiyC0IaC63WoQkkIRmVZJ8rOljBrioiJkDHU1YXtQ+BAUsCmwsIqWIZKGjpJCZwFlQcFVcXIqIQks/dkeRzmPdLKsTcuDKBOIWXJdIQkIY2aFVArWy9yVk9USSCjPBy09UkA4hOQQydztILbAfRQoo3CIFdjVzOCcAXWpZaVJWbP9ZxLIWh5BynkCJMQ2Qu6ddJ5lC9VVB54+WfR/U4GCxCywLZKeXIC13LqczNaiTUxqF6DQ0PBA1hfSP3LtPq3MyqVYA3LStStux6QuLHNUcmLUderJX1jbc5sbF6GF7gboOsnQXGY2P4XQBQCDNKSViWUNKAMsHx4w2XOuAkVJ9i/9qhdD42yrcwJDCmMQZ+1ngEgKPgTtthBjA9+YtehOlgq59hzo/TOyVeQAzeVyuVwul8vlchVtrmvNYEfjuLDzcdmwM5cMOcXBYO9No4K1XrgWgrjWRgNrTaU9A2sKJrJsruWOck+IKVGT76z9ertwAtDkKOtUvY4Hy4NU3Gq5CQk1AFRncXsMtQophCAbTAnFE2hXxYC+jlWA1D4v4E7hGrLmRjK4Jh2Yc26NB2Q3TI0rJqgTSvbxGroVgoTcAYDmrgNbmKUEWxmE4labGjDWQgoM5Doja1gmqBnldh8CDbw091qAuNdgcI3k5yoIpGFQASYW/mr3WSoVMqNbXmtt7ilI0QZzPEESzWeWME7rMwtflHxsjJxIM+CPVIAAqUiEvsrmTdR7k7tOWaBq4qw51zQPluYFswTr5hBqikZo+KIBzqS5whIhBwbXCuCIUGcJyUxqxUsgUDcXpxCB0a1rARmBEDlYRKe4sywXno5HDFYplMpXmzshWnixgKGsLDaYk5HM9USgKhYHms0NBNL8cAKKAcvHZa4oAWEJ0LxsBKoZrHngJOm9hqqyFR+RfgiQ9vUzgfqUoiL2Pp9A6vDMvYn+FXYyNEcciaNKAJuAqwzrG02STwKVMgBic+DJGmWLM9Y5z2BEJqRICLWGtwbS9UVIAOranF+skJZaj17W0PEAjpJnj6gDK5nJyMj9VQnJzRrfnRMDJCHq9rOFx2YNLQdLMZIkzLM8QzJ0mZA43JKOEQGwWFTJ5ajPBu0n6ZshWR9BQ6b190GLgJDaIKNQUgj+tfx8XOC7MNYkjjaWuZzZnml6bAmB37pygOZyuVwul8vlcrk2qA251obDrOE/65HFYWHnDJabSrZFitZ6K3zm1nvkfS0Ipg4hCkErdcYRzjnLydWGf5a0vFuPDtYah8XIAgbmyiqhcwFiy2mpOOUUdkk4KApcS5AwValmoPcFlEqOpWJmJFQdQl9fLP1P0NDCpHm8WnAtW9Ly0u/mdGINQ0wFRAASjiZALJeQU3EacbOPJ4McCvBIvtdYKq3ihwactMIAG/dhLuejQCWxE4HQVUfOaO41gzvmdomBwEHbTc20KG61PAzMZqCGhozJTfT2cQQ6pNUyYVUkAVbAljMhIxUHXBYT0DDHYaNA5viSPHmhwyCOAkeomZfmMrS8WEkLEFj108ZxqSGgGUB/sx4k4X8LKJLl1suICOgqJbIk7QktWEQA1cAQWx46BUQGa7IWDNB8fwLBgI4kWVOOQUAQZ5A5qexckVBCFQOExBgfj5HATApN7VySlJ51XZhjr/SBTS+9d8oslUBZnhiomydIaK3d8owJGlbJJA7MwqjMGagQiRu3WZNzKyvYs7FTd6DNNQtRJULUKqBCk7RtROV95lSEXitogrICH0mLAdiaU9A2lNXRJQgS0OIfclwuHzIES7YfCIQI6si1obkEjWhmvbmkk91yWeZMWs04yTNFn5kG2pghOQNbeRZJnZaWjSxLx8A+g9Ef9fnD6hwdEgALJXEEraypOfxIKtxGfQBwCIjab+WvRBCwv7XlAM3lcrlcLpfL5XI9LRXgNJprzb4Og1o9rrXGc6Wb0caNABQ20zpvL5Rrq+0eM/hCVXOkVQY1h4rlE2q3yfJxySYw94R9WqL/jXWtVQjoH9YnlmvNwIm41prrJubimmv6WAGSOjlCIFSRMBADqK/ZXjOaggLmhBIHlIWitsYATT/IDWtuObRCW7XniAJAUpVTKuqFpuctMb/1oTpKwKHAN8qW+8o20lqlT8PgrNpfINLNfuNW7FIuziPS+QZKxe1iVSljDE1lRRj5oQaYcjPHoH1QJ8FmPe41G2MFdjF0inPIQt/EsWOJ4a0aqTrKjCbUvVUOSNmKhbN2YgR1GsOR5f+y0NNkczPbPG1VtzQgbGCvFdKcGRho/T6XRP0Wkhi0L6K44YI4iOrEIAtnZYBSxiBzCQ8eolRyqAECCqk41aRwA7TohUE2IoGqMUioLVgdkJERMrSqabM+SR1vBu2kIifAHBSiETIycmqtWTSQMedsbFhnb5Z5VOYOF0AbiIorjyigEyKoQinUYW2wudKMNZccXcQkVUGtHQqqSedxThInaUA4QPL5ka4b6FrjLHAwZYHhNiOQMkAoxRTM/WV1MQxsZwSjgM2EgkAmcx2GaHNbnG5VsOeV9JO0v+0SlpDQpCHPxfmJltO2lvDibp0KbGRuCsM0wE7nMcuykOtmCdfU8QAsDyQQqC5/AyJFMDVAPwiJBrh3fW0NOUBzuVwul8vlcrlcW0Qlf9IoToENudZ6jh1+zpZrrfecaBVAGAVAEbWAlznLYnFatAFEzr1AooEwDK7FsdWuDFrOG6gn7HS4a62da224LNdaU500lRBOAyld5J59ozg6FOips6rSa3SqJok8WAsTsLjWcsbocE3dKQ3UsP5MGl5KGnLW7n8BTaGnVVzen7JWIswZtb5GbGOYGggTpPO6w0QAAOzzSURBVI2EoF9JHDaQXF1gTSaubcpGsMrWOrXgSCrjLABHwWAQuEasSe+JFSg1c8qmT1IX2lBq+sMcj5LfjtCJQAhVcZcZoGwKYDR50ZglbE/qUAyb5GWONoCtiqGBCyECxVVGZY5aZdMesGNuPHX9JHWxWdhbVgCRU0bmSsIq1SqUbC1mKi6sRCwVFZmBnMRlZOUgtduENZHm3ZPxiAozEdS1akC7BaRh/UlS2IFCE1qKTFqAQtpjDqqAgFgp4JHV11SgZNJ7z61x0PWraxkKQuUxQqXiq60lQHNuBYBqDT2EhhajAkd5s81DrXCh4b/mZNOvFEvfZWjoLpqQVmRCEo+bgiMBkVRgmYZPU5CxNzdtyqCkANKcaZDnCzNQQUJ3A0m7Akm4KBGAuhWezHKOAvh0KQWtphpjRIQARrCFmRqAJ13Bdr8yp6TYisylzOa6lWdOt07yzJFBKtAd5fkrXVoecSQlBAw+F6AfCN165Bra0nKA5nK5XC6Xy+Vyuba6no5rTY8cdj75Z/CDhh1lzq7R39cuNiAb+EBx2LXX9b3lWuPiYCpOtfa51fWxMa41FBRVlT7JGq5Xa+ifhXCa8yhl1rDD3nuTfGtyXqtS2okBVDUhkyj3gOJ6SlaJ1L43txN4RF8GYuQQChSjYNBNLtCJUe6kvMblvmoNa+MMdEv4ZdLQ3qAhoUmgClgBgZ2DSq4tat255NQzGNYANoO5RKnkSJP+0VxtQaCdVTcFLAS1cbMZYGMFkdILCi9YbEEGNEM0t89wwMYlrC0VaCz5zywn1brmd6m2aZA0KGyhCMmfZo5KalxrjBIa2uPaygpkLB8ZBICwhR0mcQgiA5my/E5hlAAThVqs+cM4g5OAt0BaaTK0boWhlT4bB5jkBVMHoRaoiLGxbJXjSHJnhRgQiQt0lfxkrHNCcyuSOCYrKNtiaAXN3G6KwEVuYCxLhYMCHHMyBxyVAgtgKi5HW99yX6Gst0iWi00dmArq0O771BSU0JqrsImVFU5xkkq8ktKw1vlFmrtQnGxWkVImifSFPSvs/pgAUgBJnCUnHiBnIe1/DV1NWfowKhAjWDXgBmDac5v0vWUcgVYou3zQIXOLQEjlWZmy5IaU3H1NW+tcS8h0zqhrLtVXmakntyWzPOvsebE15QDN5XK5XC6Xy+VybTPaEq41YCRQMwTThnKp9S6DYG0HWQwNdBoO9UZ1saHJ52TXHA2eNdfYsGutM+y+UgntUwCmlULLJlodUBKq2L43cwOp4ykAFQVNjE9g8Z1ANuSNm8fgmlWgTEl6jZPmP2KGmYFIYUaMiknN4aIgLVNAfyaFGSjcsOShMkdLlnsQvKV0lHVMxLxTcnChOBTRgi/qVuLQcq8RklgJm/FpjXnPeJNVScxlTFhsYTJ3FJw1/hgFBXU7RNnAEau7TNyBfea2MrdaK0yUi9tMi0TkEmA5YoYX9xppP3NAFUjAjnZGVteYFKakVhhqK+9abiAsmztRk8dnkpBgm/85J4F2GcghAyVvlgJWJjuRdq6dX4Bl1jKQPdC7ODqDwjQFP5oHy8JBG8DWFejMVPKxCYjOCngkXjJAixMoZJMwUkJVRgfI3ApLLs8FXVfc9ImsO6C2vmKIQ1LHAaQhwHpeUkchw4qWECqqpMKkhlw2M7ZxYjU52agAToKEEjPLeqNshTSgrk2RVNQkdXVCwtjt4aU3LGHeCaUoAWuItV2LgExS2ZXUHQqStkiVWHXD2rpHsLSI0gaNMSV1UgZdpzEAA/qMy2wFCEiBIhfHLThjMEnBAHFGplZYMyPyILa2HKC5XC6Xy+VyuVyu7UKb61oDRgK1Ajbam8q2y0irITav97ajDbsMRElbegFfk8y/t022EQR6wdoIkLYB11oMQcLjSkhor2stZavA1zjXcm6gCWcJSTWE2LhoQgskSXhdVXFxuUBRRM6Sr62ECubhcI2QEkb0JYEVjgTZaNvGm6GJ3jVksBOQEwlsAAqQbCoKan/rtl/cb5rQXVJyIYJQUQCCHqf9GgIhIIADm01I84tJ5dbaEl3BGBBpDjMBPCFwAWJyxqzBhFlBnpARhoFXOVcGtApoEwIp80qcPpL0Xr1w1ilE2sdyD5YvL+vPEmIsgE2CEXOJgyuuSEJxUgVEqXqqieyhUDUnVp5CPWGQWV1nTbVdA2wWUojiQsuZ1G0nUCknYYzICUn7NOUSjFvWH2tpRwZAwRxLhcciMJDVDSYwkkrBhuKEIs0zp/GjhG55ZgQSmGN5BGNgLQQSwCQVMy0fGes8yizztIBrhWzmJGNzsGkfgQHWqrG19ll7/tg8lzaTgiUrOKAOM12DFVfgigWYKbCVEFUNo8xSHAIK2XqfVAbQuQBqa6v8T9BQWYVeIUhuQmrmqJJggc9aYIAUptlJQ5R8eoGkXwJLiDAxkDSfGtWs4awMCcDVKRcMsnJxsYmzUp5pgQIGyhxhEPWVtU8A+kIXW1sO0Fwul8vlcrlcLtd2rc1xrbFCsl42Rq2vLbIhZ2qwkYbejeYCagOwEAgdcyyNAvaygrUe15q6fuzUIyuD0qjXWp9rbdT+0HxXJd/asOqdtYGZ0o4mp1hTEVPCTs3pJD0SGxhjOd00ZDGnhJo1UXqyPEi5Bdek3wVKkkIqQqy06AADZoxjDgpx0LinLNxLXXmcJGH5UM5gZISgkI2ihAtGhWsSc6kgQyBhYBb3EppxLjnBMsBIakNs5ojkWMulCIGFnAqUyaBIZtMDEHqmawFspLDTyh7CqFc7T1VArBrHnM1VK2bQuMmGzTGNZuWagJIzq5i5ikOuCSkmTfyP1piypWITaFfGIPfkz2Od9JYTK2eAc6WhoKQuImkDK+sj5JJ3jjOQDCzqmmNqO+gEGXEinV8khE0dhU2oa4Ca0FpFOHRsLB8bUBxSFIKCVZKk+zrXhTLJ/CKDu0r91B8oII41HJfUmWdQTecnGaSFwOAhJWwyNknHswGC5VlicyAGBA4gYlCpLGrPD1k7bPnqooQfZ2QYqx3xLICsTYL0t0FBMtglDQBlRrTwTF2rMsaacy5LTjcmALWsAUQo/LN+bnLfyXykYk5MDNiDj0n6X5ZWU/SBWYAnEQr829pygOZyuVwul8vlcrmetVqXaw0ARgu7bFxrw4+3rW3jmmCFG9TaXEuycD2utKHXURY1D5SRiXahAgMTrICuJ+9aZtTqjBteGXT4NdblWmtysmlessa6ht4cXVxcanVqwIzANUgSdAaouNZk01s2/lZ5MUJoAAOaSl77qAk7zTwSrlmYltIqFLhWXDtyrRgJVWtMEKiEP5prprjt0CSVz+qS45whoZkG18SZgyhGuCpEARhWOdHC4uQ7gVvUwKmsDplksKpMA0LocknOHpAU2umUAnQOGS+jZg5y42ATeNtKAq/vA4uTj0iBoM79Zh5SSeSerepocZQ1xQdQvnBr7rbmWXHcKTy1eyQDmk1/jABs3DRH5nQlua8M6iaAKSExSUgwSwXNnFDWVM5NPiwbU7XUKdxSYAiZoxQZdW3rrEwjMHNT0MDGAU1xCCKZWxo0jNgqJCCFKcT5FiMQye5frWWo5DJR5yEa4Gb5+zI3bbL8dwbfiNRJaHA4aV1OBbdBC2KEIAPUVHYFrKxoDKTslZpnjA6uQDwAel0EgXqR0YKDOk7Q9gUqY2veQeIGwHIrVJhiUChO0gfa9iZvorzJnskSGio/UYgKcW2cJOehBXCnlAFm1EQYGvIqnC6Xy+VyuVwul8u1VRSMDAzTCKjWcolxSaZdvCItUMLFqaM/6TftTWmvD6QNtwJp6F7LCTKaew7obV/WKnjamuLYaDvTgI1zrVVx3f1R3GrmdMqt/GisCctrSMgXt11r1BRoCOrogTjkqsp6MuhmORfAZfwsWzXSAhOkgIJm2y9dSoFaIC8gVEBFLQseEbKSLUuwbmGtcp9N7rhcA0OZ1S/UOJYkkT0hkgKYoI48JQmR1K0ECMxhiHMKNpYK7QhNbCJrHwRLzg4JD1VwRoGa3GE2kO2pRJqwnUkKOZR8bA1oK7ndAiFSLPOjF+Ia0Gwq0No8tPxUdl1hfKnHvQYFH7YyrEgD1DpobjlWqGahjs0aY4A75ftekCswJXMteeESFyiVLA8XuMwRgJCpBH82Pj3mkqcrayggZalhaWGogSyBvoIohaYNjCZEgjrUBPggAIF1/TKBooC4aBUuS3VSDQ2H5b4DmEPzjEEFy7MGA2itdWFzoMwGBmpkcNdAFYGREENzDQlTNXgrsF9yBkaFnSwhmCx5IDmxAEGS7zlEHXMFvGTgi9F0rBRGsHYJXJMcfgEAIhCyOlUL1zWgGEvodJZSxzagxYVnYclMMn9B0sdbWw7QXC6Xy+VyuVwul6slg0uNZ6rRaFVB11UMrgFpLYdUs3vUTTzKZrK3Dc1mvckPJL/rcaX1gDU5Ty7t4pKEHOZaa91fqd6HkUUNNta1Zq60dr41qeaZNH+W3H/KjNqgBzWgz8CaRlGWEK2qaqCHuXtGwjUBYLkF15gZNQNcqIrQnl64BoRIGAgBROaKs6TtAjjqehgYVLdWylIcYNAsXCAQS3hmGxJ2QtQ8W8q7zEVWYAChvf03qJLloqhzz0wRxKjExaAOLHcWW6hmAx2AXNxOpIBNgFwu80HomJ5HAWABbG0KTC24WJx86gmzcWnNcdb+bACq3YOm8VfnlOUwixrHNxywWfijwTtJll+VlWJFDKyQBmdC5iQJ5zUfX4AloOcSOgmtNisTQ4oLBCakwAi6kEIQsJQ1L1jKVEB2IGmbmA+jzN1grqpeF1uIGkaqaxrqoCQCKgOwCmdBrIUHYg+YIgDMUfOISfvNUSbzNpTiD+ZmK3GSJOPTFTqmTjYCKJXcgxKWbWBNijBIH0ilTwGsZqmU76XQRQBRkvBZNHBMLhvKc8JCtDkCnJPCV4GGAiup5HHUYG0wmfdPeRoDWR17XVmMpaDF1pQDNJfL5XK5XC6Xy+XaSJn7pMFjovW51tByrelZynsadNK+CADGevOsGeSqNKE9WEDZyMqgpYXDXrd2cYE7wwsUtK833LXWBmAghUY9/VGJo8XCBq2io4ZUssE1VrBWa1spFUeX5ZGT6n1U2hGq3txH0k1Zr6ehmcVd1gqD05xUnFIDjhToFJinEGmgvyphewILssJAINVZgJ262HIWgJEB1InRrRlr1EVESlwCATFKvriorrUYLQ+aVWlEA8dYHWxKULJS2sxArq1IgYIJKOTUKqGJ5L2Wzyxnq55o6M58UEJjLMeWGTLNddbkdzMXFVBZqdQYjOGBFZTkVh9lbgG2nLUIBMk4ZQN7DUiVbuDWOjD3XUDIAoICNYU9sp5bAFss8xtoAbaUtIppUudfA9hykvYSBODIehW3IYM1nDRLYQPhbAhM+rOGsTILkGSLNKayXC2QWwpaRITYOMIkTJhLqHCgUCq+Emu4sLr3DGaS5hsUEMUgDm1Cr7ysAZwMBYDcCi032B1aTkZ9xiSF7XUNZKSmWADUpadFRaK5JC1XXKhAld17LpALnCQPXNIxJ8l7JyGaygZpGI5XKIicgSDhuoSsRQsCAmXNIShzZnDYc2BryAGay+VyuVwul8vlcj1NPR3XGq3jeAK3c9Q3+2V9b2rBNQudM8AVg1aeNGfTcMDHrQa0XWtqa+HWeUcDa8DGu9ZETf6z9uY+tZxrxclmDiR1raHnPg1yhRIOas0iEDpRw1CJQajKe0s1UnUmZZbQP8nF1psbTLpM4JpV3CRq8kz19cUC1wxuGbwT55qFh4ojKCc5ZZ3090gFypSccVEqn1ZBK0sGLWSgYC3o9YK6i2T4jEApXMvQcNSsUI0VrrTgmbnRdGyBpnKm3LNBCS5fzf1oLqXWtGmgkY5JKFwnlP5hjiU8rydcE+hxNBUHGxugZQ0TFViV1ZUk1U0N6gUEVqCoOelKiGhsATZ14EmIZDNuNu9KdVpO+pWQU1Lmp4ANBqgEYNWUrBPEMcUELi42K6rBYNRIOcBcgUxZBsvAoQLUEFvfM0AVSsXQKjSOPSv2EDSHm1UBFgdkUAuYTK72khVWps8UBb7NujNna25yyw1zBmYGUq1ADlldddI3UWloaYfNl0igUDVRxSxhnSAJp84EkOUsNFem5lMLkZp5pHPKKubqqbe6HKC5XC6Xy+VyuVwu1xbUprvWGkhGw45v56Ki8p06qVphdMOv364MWlHxgIzIr5aHgTX7XdJQTBp2Xtsw915v/a41AoAooLHXtaY53SyvWsu9ltmAh7SjThndutUXrbZYEYMQLL+b5HwKgVGxghb1YBlIKQCl5FhrQhWz5h9DXXqldX+9cG2gL7ZyTaGEASYwUheocw1mQp1zD7jIGahzwhq9JWNVIQhAiRHoUCyFE6wCoTnKGBJ+x9wCnZrUvlR/VJdRM7EyLASUgjoRkQuXs3vVIo4A5xJ6J6cQ+lHCcMv7DLRRM49JHHfD4bKMuzjIUtZQ2aCz2taC/p8OVzO/iSV8tvRZLqCmmeIBQV1MoQA2hUDBHHzttjQONhu7dhhvykm+MqGTdIwV5iV1eLH1kOYLtBZTDqCgAC6SrKbMkODSIPAzAzUFgDPQZQ1lBICAKsDKi6IiOVeAAVcJGw0K2oprjYICNta5qk6+KEUDOrGdn1HGjeVhJPnQNCQ0M2RNkIZKS/dLmC01YbbIkKIQQJlLxprNyYiA0tYKAVQZ/IR6IqHz1EKnSeG2PRhDgaBbWw7QXC6Xy+VyuVwul+sZ0Ka71nor5Mk75X9HJHrX74LShTQqWGs7uqi42NrnY9vEoh0OKue09tW5tQFHk0h+c1xrkYA4mmut9IHALXOvWbuaip76usE1bUugVBxSoYQsyn0GrVrIDFAnwEIboeGPSQ1DbbiWOAMsOcuYGrhm3VDgWqsqaV+HMBD6iqsM3NxHTk3IacpyHUuwDwaGhjIGzSFHrMUGmvxxVYyIEBeTQZTi5iICMWt1TiUPLUeXgFR1JRqkIkGMWWEhmcsKWRPEk9x3ZiQy55vNgaZ4gbkFgxTKbOYDNYCM1A5XaUhjaxEUt13OWYEmiguuwLVe5qtgzy6T5fwZSAbYoOdguS4xl/EygMRQwJZZi0Do3EZHCwxoxVWFSSVUOYuDLYEUROWCG5scck37c6kvymDIfAFYK2rG8vvMGQkAktzfGs5SEMH6uZVbTUJdJUw0BGguvgawBRJYFQCEGBroHHXam9sNDGapOIrMQB+K+wyAPhfMwYgSBpoBqdKrY5w1fZoNECWBbJLrLDWhvK1xK2HcGipqhS8QUMZkcO1oOHbLarMA2r/8y7/gn/7pn7Bo0SIccMAB+PznP49jjjlmncdfe+21OPPMM3HHHXdg9uzZ+Lu/+zu84x3v2OxGu1wul8vlcrlcLtezWU/HtTb8eMn3rnmw1LpBlv+LWbMcNW9uAy6CuJ/atiRzqoUW4Ou9ZuNaM2Jhd5HXAdY26FprgcZOaxdreZ0MsiQNY2wXWWhCLDPq1GpkAQ4G1togUbokUhCwUAFi55JfWB+YeywnCX2rM0v+L4NrBpZafEnCHBu4FoOEhRKiOteEPKSWE69ba6hh0gTuNv4ZqOuMoW6rWihZsQQN5TW4ErncL/RYg6XBbFsa9ij9I04hNpeWXpMYQBC3kTnCmCwvF5exItI+qjOaGL6mH8xhFzSvVmiNMyv8k/x8jFBZnjMGWvm/DKJldU1lNHPOEu1TbhkzFf4VExtKSQUBQ4X96U2HAMFRTTitsDcpfhBD0PuycOG+AphyRglVrkuoZNY5IoCNwKUARLaQXxiuY0QOAuzMWQcLY5VwWwNypagAGCETMmfUBuoIIA2bDKEFq3UQDMACAlmlaidKsYeqJ0TU4DjpmmCAK52zDSkr+eRaRUQst1xiRlAgitxMt0JvGUgk54jEmkKSe52uRKjLYt562mSAdvHFF+N973sf/uVf/gVHH300/u3f/g2veMUrcOedd2L33XcfcfwDDzyAV77ylTjjjDPwjW98Az//+c/xrne9CzvvvDNOPfXUMbkJl8vlcrlcLpfL5fpj0Oa71sySYxtc2dw2/hhjChaeyD2vmtqOsRAMxnDZBLfbEEYAPS6VLRtII7DIcnNlWv81h7vWrIgBAMlw3uqLArkUYtj3w8EaM6OuW3nfhLKoYyqUcFC7tvVjNAgRGdyJeh/D4Zo51rjAlDJWNSMB6AJgTgWuFYcQSZGIThXRV6HANdaw0gRqHE/JKlHqtSDjm1LGkBVogOYzg4bPaTEDq3xKxKBMoGgAUaAIQX8fgoaDah+3IJZBLyvOwFnCPWWMM0o2fubicMolLFIbS5arrVWkImifsOZXC6HHeWYwLFY6D9mmT+NeaxfUkKY286usFbXEETfrS19t1ku5ZrlbMEJxeRoUZu0YKiGXAX1lLTXz2+ZjkwNQwngtD6DGzZZ2GySG/orAiApAE7FU2STJH1ZRBigUeM7a9ykLvIUCNi63mrS/LfcfAbAKoUBVyajEEPSrjI0suwiKlq/NHIy6NiqZE32VzF2Dy1ZAxUKye9eqfZ97PiCwZ5XR7aF6lE8MtrCIh3uAN6AjjjgChx56KP71X/+1vLbffvvhVa96Fc4999wRx5911lm47LLLcNddd5XX3vGOd+C3v/0t5s+fv1HXfOqppzB58mQ8+eST2GGHHTaluS6Xy+VyuVwul8v1R62SuL8FlQwsjLYbbKp3tjb86gRqA7y2GrDVdo9pKFwP0Bvtmu32UMutpDBlFMeaXXN9rrUN9UXJr6Zhk+0+MQAGfU34irSrceOIe6zpE21Xq2/at0p6n6lcW/JJ1SxOpaZt6AFVNgyW08qccqWSJwDLxWYuNWag5lxyu5V8XsgFSBhss36hIDnKKBAiSZEGEssSAEZUiEbczs3FkltMzGclIFFvuMcdSWSATSp/Wgb5Uhu0gFTrz17XGqv9S7N8NXDNQhBDCw4bTGuBK8vnVcI3i9OtqXJq12jPF5SZaCnIjBzq/7Rccz1NtuuTOd2o/M6cieYbDMVzZuvGkvxbeHKW4ho5o9YQZjaHZ4ZUubSQZg2jJB03cYOJ+0t5dan6Ks43CXNN2SCgtUGuR5EKLW0qtoYCyUhdh7GKiDo3I0WB8ARQiBouKo7Ohnk342wFIGQeyH1ldVv2fCgAzU/IwLLly3HwPrtvVU60SQ60oaEh/PrXv8b//t//u+f1448/Hr/4xS9Gfc/8+fNx/PHH97x2wgkn4Mtf/jK63S46nc6I9wwODmJwcLD8/OSTTwIQkOZyuVwul8vlcrlcrrHRuqBabzGBkcfaJtvgioGs0cDacOcY9N3rrwxarqq/6+US1Dr3aFqfa219fdHerJf8Z5x72tkDW6zN1PpCvRVCDSaqt62HqllzggIMtlxuYHDKqNV+1MA1zUxm/VHgmoK1AvfUWQaFYNbOJHnAxPkkeaqkSmhuARiFFjlr/i9uudA0rFWda+2wQthr6uRiBSsW2gmSkGG78QaKwAxjhlwhqEoJplRCALfm2GjDaJCO1BVpecHM1Ve4VwFs1JpTFh5q6Kh1bHs9jALYbDU007+Va64VkFne3yMqAymATaFXHn5gM8EipAAAk1bGZJkrDCAnRq2FDkYDbEALkJdOTICuR8pADkAQAtcAVuh8sPmUFSqDrck6LpZF0SrHSig6kRa/CPL7SnObyfoIPfnbJPdZ42QDQfPUhcIkmYGQB8sYbC1tEkB7/PHHkVLCjBkzel6fMWMGFi9ePOp7Fi9ePOrxdV3j8ccfx6xZs0a859xzz8U555wz4vXddtttU5rrcrlcLpfL5XK5XC6Xy+V6lmrp0qWYPHnyVrnWZhURGE7tmXm9JH+040d73fTBD34QZ555Zvk554wnnngCU6dOXe91XK7tVU899RR22203/OEPf/AwZdcfvXw9uFwiXwsuVyNfDy6XyNeCyyV68sknsfvuu2PKlClb7ZqbBNCmTZuGGOMIt9mSJUtGuMxMM2fOHPX4qqowderUUd/T39+P/v7+ntd23HHHTWmqy7VdaocddvA/hC6XyteDyyXyteByNfL14HKJfC24XKJg1Qy2xrU25eC+vj4cdthh+PGPf9zz+o9//GMcddRRo77nyCOPHHH8j370Ixx++OGj5j9zuVwul8vlcrlcLpfL5XK5tiVtMqo788wz8aUvfQkXXngh7rrrLrz//e/HwoUL8Y53vAOAhF+++c1vLse/4x3vwIMPPogzzzwTd911Fy688EJ8+ctfxgc+8IGxuwuXy+VyuVwul8vlcrlcLpdrC2mTc6C97nWvw9KlS/Hxj38cixYtwoEHHojLL78cc+bMAQAsWrQICxcuLMfPnTsXl19+Od7//vfj/PPPx+zZs/GFL3wBp5566tjdhcu1nau/vx9nn332iNBll+uPUb4eXC6RrwWXq5GvB5dL5GvB5RI9E2uBeGvW/HS5XC6Xy+VyuVwul8vlcrm2M229bGsul8vlcrlcLpfL5XK5XC7XdigHaC6Xy+VyuVwul8vlcrlcLtd65ADN5XK5XC6Xy+VyuVwul8vlWo8coLlcLpfL5XK5XC6Xy+VyuVzrkQM0l2uMdO655+IFL3gBJk2ahOnTp+NVr3oV7r777p5jmBkf+9jHMHv2bIwbNw7HHnss7rjjjp5jBgcH8Z73vAfTpk3DhAkT8Gd/9md46KGHeo5ZtmwZTj/9dEyePBmTJ0/G6aefjuXLl2/pW3S5NkpjsRaeeOIJvOc978E+++yD8ePHY/fdd8d73/tePPnkkz3n8bXg2pY1Vn8X2se+4hWvABHh0ksv7fmdrwXXtq6xXA/z58/HS1/6UkyYMAE77rgjjj32WKxZs6b83teDa1vWWK2FxYsX4/TTT8fMmTMxYcIEHHroofjOd77Tc4yvBde2ro1ZD9/97ndxwgknYNq0aSAi3HLLLSPOs7X20A7QXK4x0rXXXou//du/xS9/+Uv8+Mc/Rl3XOP7447Fq1apyzHnnnYfPfvaz+OIXv4ibbroJM2fOxMtf/nKsWLGiHPO+970Pl1xyCb75zW/iZz/7GVauXImTTz4ZKaVyzBvf+EbccsstuOKKK3DFFVfglltuwemnn75V79flWpfGYi088sgjeOSRR/CZz3wGt912G77yla/giiuuwF//9V/3XMvXgmtb1lj9XTB9/vOfBxGNei1fC65tXWO1HubPn48TTzwRxx9/PG688UbcdNNNePe7340Qmm2NrwfXtqyxWgunn3467r77blx22WW47bbbcMopp+B1r3sdbr755nKMrwXXtq6NWQ+rVq3C0UcfjU996lPrPM9W20Ozy+XaIlqyZAkD4GuvvZaZmXPOPHPmTP7Upz5Vjlm7di1PnjyZL7jgAmZmXr58OXc6Hf7mN79Zjnn44Yc5hMBXXHEFMzPfeeedDIB/+ctflmPmz5/PAPh3v/vd1rg1l2uTtDlrYTR961vf4r6+Pu52u8zsa8G1/enprIVbbrmFd911V160aBED4EsuuaT8zteCa3vU5q6HI444gj/ykY+s87y+HlzbmzZ3LUyYMIG/9rWv9ZxrypQp/KUvfYmZfS24tk8NXw9tPfDAAwyAb7755p7Xt+Ye2h1oLtcWkoWaTZkyBQDwwAMPYPHixTj++OPLMf39/Zg3bx5+8YtfAAB+/etfo9vt9hwze/ZsHHjggeWY+fPnY/LkyTjiiCPKMS960YswefLkcozLtS1pc9bCus6zww47oKoqAL4WXNufNnctrF69Gm94wxvwxS9+ETNnzhxxXl8Lru1Rm7MelixZghtuuAHTp0/HUUcdhRkzZmDevHn42c9+Vt7j68G1vWlz/za8+MUvxsUXX4wnnngCOWd885vfxODgII499lgAvhZc26eGr4eN0dbcQztAc7m2gJgZZ555Jl784hfjwAMPBCB5CgBgxowZPcfOmDGj/G7x4sXo6+vDTjvttN5jpk+fPuKa06dPL8e4XNuKNnctDNfSpUvxiU98Am9/+9vLa74WXNuTns5aeP/734+jjjoKf/7nfz7quX0tuLY3be56uP/++wEAH/vYx3DGGWfgiiuuwKGHHoqXvexl+P3vf1/O4+vBtb3o6fxtuPjii1HXNaZOnYr+/n68/e1vxyWXXIK99tqrnMfXgmt70mjrYWO0NffQ1UYf6XK5Nlrvfve7ceutt/Z8Imoanr+GmdeZ02Zdx4x2/Macx+Xa2hqLtfDUU0/hpJNOwv7774+zzz57vedY33lcrmdSm7sWLrvsMlx11VU9OW1Gk68F1/akzV0POWcAwNvf/na89a1vBQAccsgh+OlPf4oLL7wQ55577qjnGH4el2tb0dP576SPfOQjWLZsGX7yk59g2rRpuPTSS/Ha174W119/PQ466KBRzzHaeVyubUXrWw+boy2xh3YHmss1xnrPe96Dyy67DFdffTV23XXX8rqF3Qwn3EuWLCmfMM2cORNDQ0NYtmzZeo959NFHR1z3scceG/FJlcv1TOrprAXTihUrcOKJJ2LixIm45JJL0Ol0es7ja8G1PejprIWrrroK9913H3bccUdUVVVCmE899dQSpuNrwbU96emsh1mzZgEA9t9//55j9ttvPyxcuLCcx9eDa3vQ01kL9913H774xS/iwgsvxMte9jIcfPDBOPvss3H44Yfj/PPPL+fxteDaXrSu9bAx2pp7aAdoLtcYiZnx7ne/G9/97ndx1VVXYe7cuT2/nzt3LmbOnIkf//jH5bWhoSFce+21OOqoowAAhx12GDqdTs8xixYtwu23316OOfLII/Hkk0/ixhtvLMfccMMNePLJJ8sxLtczqbFYC4A4z44//nj09fXhsssuw8DAQM95fC24tnWNxVr43//7f+PWW2/FLbfcUv4BwOc+9zlcdNFFAHwtuLYPjcV62GOPPTB79mzcfffdPe+95557MGfOHAC+HlzbvsZiLaxevRoAeqrPAkCMsTg1fS24tgdtaD1sjLbqHnqjyw24XK716p3vfCdPnjyZr7nmGl60aFH5t3r16nLMpz71KZ48eTJ/97vf5dtuu43f8IY38KxZs/ipp54qx7zjHe/gXXfdlX/yk5/wb37zG37pS1/KBx98MNd1XY458cQT+XnPex7Pnz+f58+fzwcddBCffPLJW/V+Xa51aSzWwlNPPcVHHHEEH3TQQXzvvff2nMfXgmt70Vj9XRguDKvCyexrwbXta6zWw+c+9zneYYcd+Nvf/jb//ve/54985CM8MDDA9957bznG14NrW9ZYrIWhoSF+znOew8cccwzfcMMNfO+99/JnPvMZJiL+wQ9+UM7ja8G1rWtj1sPSpUv55ptv5h/84AcMgL/5zW/yzTffzIsWLSrHbK09tAM0l2uMBGDUfxdddFE5JufMZ599Ns+cOZP7+/v5JS95Cd92220951mzZg2/+93v5ilTpvC4ceP45JNP5oULF/Ycs3TpUn7Tm97EkyZN4kmTJvGb3vQmXrZs2Va4S5drwxqLtXD11Vev8zwPPPBAOc7Xgmtb1lj9XRjtvMMBmq8F17ausVwP5557Lu+66648fvx4PvLII/n666/v+b2vB9e2rLFaC/fccw+fcsopPH36dB4/fjw/73nP46997Ws9x/hacG3r2pj1cNFFF416zNlnn12O2Vp7aNJGu1wul8vlcrlcLpfL5XK5XK5R5DnQXC6Xy+VyuVwul8vlcrlcrvXIAZrL5XK5XC6Xy+VyuVwul8u1HjlAc7lcLpfL5XK5XC6Xy+VyudYjB2gul8vlcrlcLpfL5XK5XC7XeuQAzeVyuVwul8vlcrlcLpfL5VqPHKC5XC6Xy+VyuVwul8vlcrlc65EDNJfL5XK5XC6Xy+VyuVwul2s9coDmcrlcLpfL5XK5XC6Xy+VyrUcO0Fwul8vlcrlcLpfL5XK5XK71yAGay+VyuVwul8vlcrlcLpfLtR45QHO5XC6Xy+VyuVwul8vlcrnWIwdoLpfL5XK5XC6Xy+VyuVwu13rkAM3lcrlcLpfL5XK5XC6Xy+VajxyguVwul8vlcrlcLpfL5XK5XOuRAzSXy+VyuVwul8vlcrlcLpdrPXKA5nK5XC6Xy+VyuVwul8vlcq1HDtBcLpfL5XK5XC6Xy+VyuVyu9cgBmsvlcrlcLpfL5XK5XC6Xy7UeOUBzuVwul8vlcrlcLpfL5XK51iMHaC6Xy+VyuVwul8vlcrlcLtd65ADN5XK5XC6Xy+VyuVwul8vlWo8coLlcLpfL5XK5XC6Xy+VyuVzrkQM0l8vlcrlcLpfL5XK5XC6Xaz1ygOZyuVwul8vlcrlcLpfL5XKtRw7QXC6Xy+XaRvWVr3wFRISBgQE8+OCDI35/7LHH4sADDxzz637yk5/EpZdeus72/OpXv1rv+08++WRMmjQJdV33vH7zzTeDiDBr1qwR77n++utBRPjCF77wtNo+XHfeeSc+9rGPYcGCBRt1vN2j/auqCrvuuive+ta34uGHHx7Ttm2P+su//Mue/lnXv7/8y7/cKu255pprQET4zne+s8FjP/axj4GIxvT6d911F04//XTsueeeGBgYwLRp03DooYfi3e9+N5566qkxvdZwrWudulwul8vl2jJygOZyuVwu1zauwcFBfOQjH9lq13u6G/PjjjsOK1euHAHarrnmGkyYMAGLFy/G7373uxG/s/eOpe68806cc845Gw3QTBdddBHmz5+PH//4xzjjjDPwX//1XzjmmGOwatWqMW3f9qaPfvSjmD9/fvl3/vnnA5A50379ox/96DPc0i2vm2++GYcddhjuvPNO/P3f/z2uuOIKXHDBBTjppJNw5ZVX4oknntii13eA5nK5XC7X1lX1TDfA5XK5XC7X+nXiiSfiP//zP/GBD3wABx988Ba7zpo1azBu3LinfR6DYNdccw1e9KIXldevueYa/Pmf/zmuvvpqXH311dh33317fjdt2rQt4qjbHB144IE4/PDDAcj9pJTwiU98Apdeeine9KY3PcOte+a01157Ya+99io/r127FgCw995794z1cK1ZswYDAwNj7gB7JvX5z38eIQRcc801mDRpUnn9Na95DT7xiU+AmZ/B1rlcLpfL5RpruQPN5XK5XK5tXH/3d3+HqVOn4qyzztrgsWvXrsUHP/hBzJ07F319fdhll13wt3/7t1i+fHnPcXvssQdOPvlkfPe738UhhxyCgYEBnHPOOSAirFq1Cl/96ldLON6xxx7b894VK1bgne98J6ZNm4apU6filFNOwSOPPFJ+//znPx877bRTcZUBQM4Z119/PY499ljMmzcPV199dfnd0NAQ5s+fj2OPPbYAlsWLF+Ptb387dt11V/T19WHu3Lk455xzRoSF/uu//isOPvhgTJw4EZMmTcK+++6LD33oQwAkHPO1r30tAIFgdj9f+cpXNtiPw2VwyEJpzznnHBxxxBGYMmUKdthhBxx66KH48pe/PAKaXHXVVTj22GMxdepUjBs3DrvvvjtOPfVUrF69eqPuAQAee+wxvOtd78L++++PiRMnYvr06XjpS1+K66+/fkQ7H3roIbzmNa/BpEmTsOOOO+JNb3oTbrrpplHv+1e/+hX+7M/+DFOmTMHAwAAOOeQQfOtb39rkvhkuC4P90Y9+hL/6q7/CzjvvjPHjx2NwcBA5Z5x33nnYd9990d/fj+nTp+PNb34zHnrooZ5z7LHHHqOGgR577LEj5iMg8/7MM8/EzJkzMW7cOMybNw8333zzRrX34osvxpFHHokJEyZg4sSJOOGEEzbqvUuXLsUOO+yAiRMnjvr7Niy0cOvrr78eL3rRizBu3Djssssu+OhHP4qUUs/7nnjiCbzrXe/CLrvsgr6+Puy555748Ic/jMHBwZ5zb2idulwul8vlGls5QHO5XC6XaxvXpEmT8JGPfARXXnklrrrqqnUex8x41atehc985jM4/fTT8YMf/ABnnnkmvvrVr+KlL31pzwYcAH7zm9/g//v//j+8973vxRVXXIFTTz0V8+fPx7hx4/DKV76yhOP9y7/8S8/7/uZv/gadTgf/+Z//ifPOOw/XXHMNTjvttPL7EAJe8pKX4Gc/+1kBXrfccguWLVuGefPmYd68ebj22mvL8b/85S+xZs2a4lxbvHgxXvjCF+LKK6/E3//93+OHP/wh/vqv/xrnnnsuzjjjjPK+b37zm3jXu96FefPm4ZJLLsGll16K97///SXM8qSTTsInP/lJAMD5559f7uekk07a5DG49957AQA777wzAGDBggV4+9vfjm9961v47ne/i1NOOQXvec978IlPfKK8Z8GCBTjppJPQ19eHCy+8EFdccQU+9alPYcKECRgaGtqoewBQQgHPPvts/OAHP8BFF12EPffcE8cee2wPpFy1ahWOO+44XH311fj0pz+Nb33rW5gxYwZe97rXjbifq6++GkcffTSWL1+OCy64AN/73vfw/Oc/H6973es2CzCOpr/6q79Cp9PB17/+dXznO99Bp9PBO9/5Tpx11ll4+ctfjssuuwyf+MQncMUVV+Coo47C448/vtnX+tCHPoT7778fX/rSl/ClL30JjzzyCI499ljcf//9633fJz/5SbzhDW/A/vvvj29961v4+te/jhUrVuCYY47BnXfeud73HnnkkVi0aBHe9KY34dprr8WaNWvWe/zixYvx+te/Hm9605vwve99D695zWvwD//wD/hf/+t/lWPWrl2L4447Dl/72tdw5pln4gc/+AFOO+00nHfeeTjllFPKcRuzTl0ul8vlco2x2OVyuVwu1zapiy66iAHwTTfdxIODg7znnnvy4YcfzjlnZmaeN28eH3DAAeX4K664ggHweeed13Oeiy++mAHwv//7v5fX5syZwzFGvvvuu0dcd8KECfyWt7xlne1517ve1fP6eeedxwB40aJF5bXPf/7zDIB/8YtfMDPz//k//4dnzZrFzMx33nknA+Dbb7+dmZnPOeccBsB33nknMzO//e1v54kTJ/KDDz7Yc53PfOYzDIDvuOMOZmZ+97vfzTvuuON6epD529/+NgPgq6++er3HDb/HX/7yl9ztdnnFihX8/e9/n3feeWeeNGkSL168eMR7Ukrc7Xb54x//OE+dOrWMz3e+8x0GwLfccss6r7cx9zBcdV1zt9vll73sZfzqV7+6vH7++eczAP7hD3/Yc/zb3/52BsAXXXRReW3fffflQw45hLvdbs+xJ598Ms+aNYtTShvVlquvvpoB8Le//e3ymvXhm9/85p5j77rrrlHnzw033MAA+EMf+lB5bc6cOaPOwXnz5vG8efNGXP/QQw8t/c7MvGDBAu50Ovw3f/M35bWzzz6b2//pu3DhQq6qit/znvf0XGPFihU8c+ZM/ou/+Iv13vvatWv5Va96FQNgABxj5EMOOYQ//OEP85IlS0a0GwB/73vf63n9jDPO4BBCmesXXHABA+BvfetbPcd9+tOfZgD8ox/9qLy2rnXqcrlcLpdry8gdaC6Xy+VybQfq6+vDP/zDP+BXv/rVOsPszJ02PPTtta99LSZMmICf/vSnPa8/73nPw3Of+9xNbsuf/dmfjTgPgJ5Koe08aPZ13rx5AID99tsP06dPL2Gc11xzDWbMmIH99tsPAPD9738fxx13HGbPno26rsu/V7ziFQBQ3GsvfOELsXz5crzhDW/A9773vaflYBquF73oReh0Opg0aRJOPvlkzJw5Ez/84Q8xY8YMANLXf/Inf4LJkycjxohOp4O///u/x9KlS7FkyRIAEsra19eHt73tbfjqV786qhtqY+/hggsuwKGHHoqBgQFUVYVOp4Of/vSnuOuuu8ox1157LSZNmoQTTzyx571veMMben6+99578bvf/a7kcmv38Stf+UosWrQId9999+Z3nurUU0/t+dnGe/j8fOELX4j99ttvxPzcFL3xjW/sCZmcM2cOjjrqqJ5Q4eG68sorUdc13vzmN/f0wcDAAObNm9fj7htN/f39uOSSS3DnnXfic5/7HF7/+tfjsccewz/+4z9iv/32G9GHkyZNGrF23vjGNyLnjOuuuw6AzKsJEybgNa95Tc9x1mdPp49cLpfL5XI9PTlAc7lcLpdrO9HrX/96HHroofjwhz+Mbrc74vdLly5FVVUlzNBERJg5cyaWLl3a8/qsWbM2qx1Tp07t+bm/vx8AekLYDjroIEybNg1XX311yX9mAA0AXvKSl+Caa67B4OAg5s+f31N989FHH8X//M//oNPp9Pw74IADAKBAptNPPx0XXnghHnzwQZx66qmYPn06jjjiCPz4xz/erPtq62tf+xpuuukm3HzzzXjkkUdw66234uijjwYA3HjjjTj++OMBAP/xH/+Bn//857jpppvw4Q9/uKcf9tprL/zkJz/B9OnT8bd/+7clAf///b//t1xnY+7hs5/9LN75znfiiCOOwH//93/jl7/8JW666SaceOKJPX2+dOnSAvjaGv7ao48+CgD4wAc+MKKP3/WudwHAmMDI4fPL5t9o82727Nkj5uemaObMmaO+tr5zWj+84AUvGNEPF1988Ub3wX777Yf3ve99+MY3voGFCxfis5/9LJYuXTqiEuloY2PttnYuXboUM2fOHFFsYfr06aiq6mn1kcvlcrlcrqcnr8LpcrlcLtd2IiLCpz/9abz85S/Hv//7v4/4/dSpU1HXNR577LEeiMbMWLx4MV7wgheMON+WbOu8efNwxRVX4MYbb8Ty5ct7ANq8efPwsY99DPPnzy95n0zTpk3D8573PPzjP/7jqOeePXt2+f6tb30r3vrWt2LVqlW47rrrcPbZZ+Pkk0/GPffcgzlz5mx2+/fbb79ShXO4vvnNb6LT6eD73/8+BgYGyuuXXnrpiGOPOeYYHHPMMUgp4Ve/+hX++Z//Ge973/swY8YMvP71r9+oe/jGN76BY489Fv/6r//ac+4VK1b0/Dx16lTceOONI9qwePHinp+nTZsGAPjgBz/Yk1errX322WfU1zdFw+eXgddFixZh11137fndI488UtoFAAMDAyNy9gEC9trHmYbfo702HPa2Zef5zne+87TmSltEhPe///34+Mc/jttvv73ndwbshrcRaPpm6tSpuOGGG8DMPf23ZMkS1HU96r27XC6Xy+XaOnIHmsvlcrlc25H+5E/+BC9/+cvx8Y9/HCtXruz53cte9jIAwDe+8Y2e1//7v/8bq1atKr/fkPr7+zeYEH1jdNxxx2HVqlX4p3/6J0yfPr2EaAIC0JYuXYp//ud/LseaTj75ZNx+++3Ya6+9cPjhh4/41wZopgkTJuAVr3gFPvzhD2NoaAh33HFHuRcAY3I/JiJCVVWIMZbX1qxZg69//evrfE+MEUcccQTOP/98AFLAYWPvgYjKfZhuvfVWzJ8/v+e1efPmYcWKFfjhD3/Y8/o3v/nNnp/32Wcf7L333vjtb387av8efvjhmDRp0kb0xKbppS99KYCR8/Omm27CXXfd1TM/99hjD9x66609x91zzz3rDC39r//6r54KqA8++CB+8YtfrLcy5QknnICqqnDfffetsx/Wp0WLFo36+iOPPIKnnnpqxDxdsWIFLrvssp7X/vM//7MU3QBkDa9cuXIEjP3a175Wfm8aq3XqcrlcLpdr4+QONJfL5XK5tjN9+tOfxmGHHYYlS5aUsEYAePnLX44TTjgBZ511Fp566ikcffTRuPXWW3H22WfjkEMOwemnn75R5z/ooINwzTXX4H/+538wa9YsTJo0abMcSQbFLrnkkhE5nQ488EBMnToVl1xyCXbZZRfsvffe5Xcf//jH8eMf/xhHHXUU3vve92KfffbB2rVrsWDBAlx++eW44IILsOuuu+KMM87AuHHjcPTRR2PWrFlYvHgxzj33XEyePLm47Q488EAAwL//+79j0qRJGBgYwNy5c9frTNqQTjrpJHz2s5/FG9/4RrztbW/D0qVL8ZnPfGYE5Lrgggtw1VVX4aSTTsLuu++OtWvX4sILLwQgIBTARt3DySefjE984hM4++yzMW/ePNx99934+Mc/jrlz55YqpwDwlre8BZ/73Odw2mmn4R/+4R/wnOc8Bz/84Q9x5ZVXApDqqKZ/+7d/wyte8QqccMIJ+Mu//EvssssueOKJJ3DXXXfhN7/5Db797W9vdv+sS/vssw/e9ra34Z//+Z8RQsArXvEKLFiwAB/96Eex22674f3vf3859vTTT8dpp52Gd73rXTj11FPx4IMP4rzzzhsRnmxasmQJXv3qV+OMM87Ak08+ibPPPhsDAwP44Ac/uM727LHHHvj4xz+OD3/4w7j//vtx4oknYqeddsKjjz6KG2+8ERMmTMA555yzzve/7W1vw/Lly3HqqafiwAMPRIwRv/vd7/C5z30OIQScddZZPcdPnToV73znO7Fw4UI897nPxeWXX47/+I//wDvf+U7svvvuAIA3v/nNOP/88/GWt7wFCxYswEEHHYSf/exn+OQnP4lXvvKVZd4AY7dOXS6Xy+VybaSe4SIGLpfL5XK51qF2Fc7heuMb38gAeqpwMjOvWbOGzzrrLJ4zZw53Oh2eNWsWv/Od7+Rly5b1HDdnzhw+6aSTRr3uLbfcwkcffTSPHz+eAZSqh+tqj1VCHK3S5cyZMxkAf/GLXxzxO6tg+KY3vWnE7x577DF+73vfy3PnzuVOp8NTpkzhww47jD/84Q/zypUrmZn5q1/9Kh933HE8Y8YM7uvr49mzZ/Nf/MVf8K233tpzrs9//vM8d+5cjjGOqEY5XOvr87YuvPBC3meffbi/v5/33HNPPvfcc/nLX/4yA+AHHniAmZnnz5/Pr371q3nOnDnc39/PU6dO5Xnz5vFll11WzrMx9zA4OMgf+MAHeJddduGBgQE+9NBD+dJLL+W3vOUtPGfOnJ52LVy4kE855RSeOHEiT5o0iU899VS+/PLLR60A+dvf/pb/4i/+gqdPn86dTodnzpzJL33pS/mCCy5Y7723tb4qnKP1YUqJP/3pT/Nzn/tc7nQ6PG3aND7ttNP4D3/4Q89xOWc+77zzeM899+SBgQE+/PDD+aqrrlpnFc6vf/3r/N73vpd33nln7u/v52OOOYZ/9atf9ZxzeBVO06WXXsrHHXcc77DDDtzf389z5szh17zmNfyTn/xkvfd+5ZVX8l/91V/x/vvvz5MnT+aqqnjWrFl8yimn8Pz583uOtYq511xzDR9++OHc39/Ps2bN4g996EMjKqEuXbqU3/GOd/CsWbO4qiqeM2cOf/CDH+S1a9f2HLeudepyuVwul2vLiJhbfneXy+VyuVwu17NKn/zkJ/GRj3wECxcuHJF7zLV1dOyxx+Lxxx8fkRfN5XK5XC7X9iMP4XS5XC6Xy+V6luiLX/wiAGDfffdFt9vFVVddhS984Qs47bTTHJ65XC6Xy+VyPQ05QHO5XC6Xy+V6lmj8+PH43Oc+hwULFmBwcBC77747zjrrLHzkIx95ppvmcrlcLpfLtV3LQzhdLpfL5XK5XC6Xy+VyuVyu9Shs+JBeXXfddfjTP/1TzJ49G0Q0osz2aLr22mtx2GGHYWBgAHvuuScuuOCCzWmry+VyuVwul8vlcrlcLpfLtdW1yQBt1apVOPjgg0uOjQ3pgQcewCtf+Uocc8wxuPnmm/GhD30I733ve/Hf//3fm9xYl8vlcrlcLpfL5XK5XC6Xa2vraYVwEhEuueQSvOpVr1rnMWeddRYuu+wy3HXXXeW1d7zjHfjtb3+L+fPnb+6lXS6Xy+VyuVwul8vlcrlcrq2iLV5EYP78+Tj++ON7XjvhhBPw5S9/Gd1uF51OZ8R7BgcHMTg4WH7OOeOJJ57A1KlTQURbuskul8vlcrlcLpfL5XK5XK5tVMyMFStWYPbs2Qhhk4MrN0tbHKAtXrwYM2bM6HltxowZqOsajz/+OGbNmjXiPeeeey7OOeecLd00l8vlcrlcLpfL5XK5XC7Xdqo//OEP2HXXXbfKtbY4QAMwwjVmUaPrcpN98IMfxJlnnll+fvLJJ7H77rvj01/8GsaNG7/hC64jKpXB9g2glyasw9G2sU435o0/diO0/NH7sfqpJxBihT0OPAYTp8wcs3O3Nbh6JR649WoMrVmJqm8AO+++P4iePrV96vGHsHLZYuy8+36Ytdfz13tsICCGgBAInRjQ1wnodCLGdSIG+iMefuAe/Py6n2LatJ1x8POfj7CVzIf3338/7rvvPuy///748z//861z0XVocHAQ1113HX7961+DmdHX14cXvOAFGD9+I9bBGOrWW2/Fo48+ismTJ+O0007DDjvssFWv73KtTzkzhuqEoW7GUDdhKMnXbp0w1GUMdmsM1RmDQwlDdUKdMvIWrD9NADpVQBUD+jsRfX0RfTGir0PoVBF9nYC+GNHpBPRVEf0dOXa0v4kpy70M2r3VWe6hThjqAt2ckOqMOjHqnJESI2VGyhnMQGYGM4MZ8JLbLpfL5XK5XK5ni1avWom/OeVoTJo0aatdc4sDtJkzZ2Lx4sU9ry1ZsgRVVWHq1Kmjvqe/vx/9/f0jXt9t74MxfsLW65xnQrvsdRAW3HoNVjyxCIvuuQG7H/hi7DRjjzG9xuoVT+Dhu65H4Bo77DQNex3ycvSPH5t+fXzCRDy0ZjkoD23SWGUAazOwdhBYMQhgZcLDi57AwMAAxk3ZDasG5q7zvYGEYVYx9PzrVAH9VSib1E6lkC4GVDEiBkIIhNj6FwJh3333xX/8x39g4cKF65yLW1rMjDvuuANXXnklVq5cif7+fhxwwAE44YQTtuoDwnTEEUfgoosuwtKlS/G9730Pb33rW7c6xHP9cSgzo9vNGKxTA4y6CsfqhMGhhME6Ye2Q/NytE3Le0Fmj/IsdVHHT/vARQQG/gK/+ThQoVulr5WtEpyIEIqTMGOpmDHZTAXvdlNGtM7p1wtq1jDpl1KlGyoycBXplZmRGAV4bp4CeekARoE28R5fL5XK5XC6Xa3vV1kzztcX/G/vII4/E//zP//S89qMf/QiHH374qPnP/tgVqw7mPv+lWHjHz7H80QV48LbrkIbWYtpu+47J+VcuW4z7b7kaOXUxMHEn7HXIn6DTP25Mzg0AAxMmAwDWrnryaZ9r7arlPedclzIDYHFqDHY3uJPeoJgZ/eMnY3D1k/jPy67HlNl7ARBXSQhAoAa8VTGgqgI6kVDFZhNdxYC+Sn9XBVQhNMAuhh5oN3zBL126FJdffjnuv/9+AMCUKVPwyle+EnvttdfTvrfN1YQJE3D66afjwgsvxOOPP47/9//+H9785jc/I3DRtf2ImRsANvxrN2Ntt1YgZo6xjLQFrWFE4gwT15fAryrKuiSQLHJmMBg5E3LOqBVu1QrA1g6mArtSyu7scrlcLpfL5XK5/ki0yQBt5cqVuPfee8vPDzzwAG655RZMmTIFu+++Oz74wQ/i4Ycfxte+9jUAUnHzi1/8Is4880ycccYZmD9/Pr785S/jv/7rv8buLp5lCiFizoEvRtXpx+MP3Y2H7r4R3aG1mLnnwU+Lrj65ZCEW3H4dOGdM2HEG5h58HKpO3xi2vIFdQ2tWIqUuYtx8SGoQbmDCjmPRtI0WEWGnmXOx+P5bsGzx/QWgMYCUgQQGkm2Z05hdN6cajy64DUsW3AHmDAoBM/Z4HmbucQDuWhJx92MLNOS1CX0ViCfArhMjqkrCYTudiE4M6O8EdcgEdKqIEII69jZ9Hln45kUXXYRHHnkEF198Md74xjeiqtzr8scgZoFIg+oEG2qFFA52EwaHagx2s4RLdgU21VsYhgWCrAMSEM1AoVnM5ujS8EX9J+3OWLmmu8Xa5nK5XC6Xy+VyuZ592uSd769+9Sscd9xx5WfLVfaWt7wFX/nKV7Bo0SIsXLiw/H7u3Lm4/PLL8f73vx/nn38+Zs+ejS984Qs49dRTN7mxH//ADAyMm4S+PkbVYfT1MTp9jL5++dppvdbpa33fsdegr2X9Cj0u63Hy87ZQ6JMoYJd9XoiqbwCL7/8tHn3gVqTuIHbZ54WbBT+WPnIv/nDnfACMHabtij0OeglCHHvwUfUNoOoMoO6uxeCqpzB+h9HDdDekVA+hO7gaANC/AQfalpABtBVPLEZ3cDU6/Vs2XHHNiifwwK3XYGjNSgDApKm7YNd9XlhCa1NmJADdZMBu7MDd+kQQUGH/AgU855CX4c4brsADDzyAf7/o/+GQo/4EnapCp4qoIqETJVy2U0LbCH36OwN/Xk33mZXAsFbeMAuX1NDJwaGkUEzCJbu1wLNtSawcO2VG1z1gLpfL5XK5XC6XawtrkwnKscceW4oAjKavfOUrI16bN28efvOb32zqpUbod7eNA7Dl8y51FKj1FajWC9wKdOsAnX47bhi0GwXiGejrOb5/GAxUOBiCuIRm7nkwqk4/Hrr7Rjz+0N2ou4PY/YCjEULc6PtZsuB2PHKv9P+UWXtht/2OBG3BMq/9EyajXr4Wa1c9udkAzdxnnf5xY+6S2xj1j5+ECZN3xqonH8OyxQswfc7+W/R6jz90D4bWrESnfzx22ecFmLzz7tsEZGJoTY6y5DPi+CnY4+DjcP/NP8VjjyzAr35xjcyprdRegjiPEAiRUEJpYwyoAqEKkvdO3HgSUttXVcWdV8VQXEsxCsyz8D0DhgAVkE6EYb8f/T6HPxfbbqjmW7b/H/beEWdbx/vR835mCXlcO1hjzWDCmsEaa+uEIU2W302Muk7oZkZKkmvLQw5dLpfL5XK5XC6Xa9O1XcVevfdDS0BhEHUXGBoidAcJ3S7J90PN157vu/rzYPv1gK6eox4iDA31wqTuUEB3CFj9DN0ngAaqdRidvt2w776zcdy8y7D80QW461bgpt+8CiF2RnXaNRAvY+fJP8ekgZsBAEN4PhYtPQKP34gRsG/491WHETee0fVoYOJkrFr+aMlhtjkygNa/lcM329pp1p4K0O7f4gCt7q4FAEzf40DsOH3OFr3WWGjSlFmYc9AxWHDrdXjikXtRdfoxe+/Dtsq1GRpBm1h9eAwpQ+FyuVwul8vlcrlcLteW0XYF0F40bzXGT9hMqrMeMQN1Fw2MMzA32AC4At+6re+HHdcAudGBnh1Xt6Ff6xrMjbOl1uNMP1tyMBY9PBGve93FmDVjAY56wdfxxBNTRr+hBGAN0EerMWngYQDAj370cvziF0dtUr/EuO4Q2b4+RjXcYaff7zJzNnabeQ/uu3M1fvnLyZvlyFu13PKfbf3wTdOO0+fgobtvxJoVT2DtquVbNBdb6g4BAKrO9pOUf8fpc7Dbfi/CH+6ajyUP3oGq04/pexz4TDfL5XK5XC6Xy+VyuVyuMdd2BdC2lIhQwjPHT3hmgpuYgbrG+h103fHorjkZPPhDTJu2FNOmLd3geTMTbr/rBKxNB+HAQ9aUcxoAHBoSUDc4KF9zbqBdSoS0hrB2zabdy9y5u+MtbwGG1izH1y5YB+TbgN74xp/juc8FvnLBXrj99jnrcNj1Ar1Oh0tIbbWBfHijwrs+eX8DA8dh0pRdsGLpQ1i26AHMes4hm3UvG6O6OwgAiNsRQAOAqbvsjdQdxCP3/gaP3PsbxE4/pu6y91ZtQ6qHkFM9ZueLVT/C5tovN1N1dxCcN5zXLlZ9Y5a7MKcaqR4ak3M9UyIKqPoGnulmuFwul8vlcrlcrj8COUDbRkQEyanWYWC9EG8SuoMnY8XSRZYlab0av8NUHPrynQA8ulHtSDV6HXTdkaCt2x3Fadc6Dllylk2ZsgwvO2kZhgY7I6Dg0GDzc9uR1x0ipETYeefHAABLHt0Za9eETYZ4Y6UDDngRXvva7+DuW/6Av3vvnw3Lgzd68YoN5bkbDfzx6iG93/FYuboaAQqrCttEcYvRNH2PA1F3B7HkwTvwh7t+ibo7iOlzDtjiOdE4Zyy6/xYsefCO0ZKIbbZC7GDWXs/HtN32AdGWyxUICPx76Hc3YNniBzbqeAoRs59zKKbttu9m9y8z47GFd2LRfbdsFLTb1rXj9DnYbf8jEautnyvR5XK5XC6Xy+Vy/fHIAdp2qE7/eEyZvdcWOXesgHEVY9z4zQcSzIzbr+1DqofwN+95AOMm7rRJ7+8OdnHH9csBAB/97CBS+kNv6Owwl177az00LNS2FSLb47ZrO/GGv3eIUNcCJ+6++7kYHOzDjjsux047PoKFC3ff7H5Znz70oSH09QH/eNYeWLZsZH8RjR76OrwAxWg57TbstFtHiO2w46rOuiHerOccilR3sfThe7Do3t9g5ROLsPsBL0anf9wW6a/u4GosuO16rFpuYHisYB0jpy4evucmLFv8AHbb70iMm7Rp83djtfqpx7HgtusxtGaFvrKhe2BwTnj4npvw1OMPYbf9j0bfwKYVVRlauwoL7/g5Vi5b3Hp1GyWzGyXG8iUPYs3KZZj7vGMxMHHHZ7pBLpfL5XK5XC6X61kqB2iuMRcRYWDCZKx68jGsXbl8MwDaUwCAqm8AO8/sABi78LyNVc5NOO2ie3fHqifuxbvePx99O8bitGu76cyB1+2ODvnWmVNviJBTQl9fFwDQ6evD+Am5wD4Ts7r2BoFVK7d6dxT19eV15r7r6/9z7LXnbTj4gJ9gxROL8JufXo7fLzgRqwd3a1W0ZT0HWuAvF2ffcOfeaKG7K5ctxoO3X4d6aC1CrLDbfkdip5lzx+T+mBlLH74Hj/z+N1j91OO4+8bvY/qcAzBz7vPGLHSSmfHYH+7Cot//BswZnYEJ2OPAl2DCjjtvuG0P3Y2Hf/9rrHhiEe7+5WXYbb8jseOMjSs6sWzxA3jodzcg1UMIocIu+xyOKbP33iaqvW6uVj35GBbcei0GVz+Fe266HLvvfxR2nLHHM90sl8vlcrlcLpfL9SyUAzTXFlG/ATStprkpKhU4xz9zBQRCAPoHGP0DjJl7zMV9T9yL7qr78dzDDkMIY5sfqzu4GndcD4AI//adRwvQyBm9BSfaYK4N4wzODY0C8IYfV4pfAENDYRjMQ0+F2q5WrG1raChgaD0Vau+45QjMv34uXvva72D69MdwwN7/jeuvfzGuuOY45Pz0wiGJGC9+8fU47rhrEALjscen48ofnYLVq6cUp9w6nXgbcN/1FMfoHIy+KXuhXvUL1KsXYMmC2/HEIw9i+twjMXnnWU+rQm09tBYL7/wFnnr8IQDA5J13x277H7lRxSOICNN22xcTp8zCg7f/DGtWLMWC267FTo/viV33eeE6Qxjr7hAevrsJEx2/wzTMOfDF6B+/w+bdxDakCZN3xnOPOAkP3nY9Vi5bjAW3XYedn3wcs59zKChs2fBbl8vlcrlcLpfL9cclB2iuLSKrWLl5AG25nGPiMwfQ2pq40wxUfeNQD63BiscfxuTpYxvGWQoIVH09bqAQgL5+cWI9U7IKtQ3ECwraRobK9uayezVWrPk5Jo27Ay95yc9w6Avuw30LX4GVKyf3FsdYh1tvOPwbN24NXv3qS7D33vcCAG6++fm4/PJXotvtbMG73xv77vs7vPKVl2OHHVbgkbt/hB988/n40Y9ejm53nITPrqsYxShwbsqOf8Dee/wQfZ2VyBzxxFMvxh+eOBD3PIANAsDe13bEnoeeiMcfvBWPLrgdyxbdj1XLlmD3A47GxJ1m9NzBiicWY+EdP0N3cDVAhJlzn4cZexz0rIJLnb5x2OuQP8Gi+27GkgfvwGML78Tqp5Zij4NessVCiF0ul8vlcrlcLtcfnxygubaIDH4NKgzbFBl0Mwj3TIsoYKeZc/HYwjuxbPEDYw7QUlcKCGyMC2lrq12hFmAAeRPefRiWPToVf7hzPiaOW4RDD/gGdtv/KOy4if23cvljePC2a9EdXA2iiMmzj8QJ+zwXLz310Qa0DQN6I3LjdUc/bnjuu+EVah9+ZG/8x5feiWNefDVe8IKbcMght+C5z70HV1xxIm677UCsXbNhEEWUccwx12O/w65FCIzHH5+K73znNVi8eOYm9cNwxbgX9ph7GP70Ty/FjliO3//qStx6+5G47Y4Xo68/4/kHXYe997oJRMDqNTvi7vtfgcGbZ47Mn9e/bgDY48wbpfjFGEW1Pm1RCJi992EYv8M0LLzz51i1/FHcc+P3scdBx24wNNblcrlcLpfL5XK5NkbbyPbH9WxTcaCtfgqc8yY5Xgy6DUzYNhxoAApAe/LxPyDVQ2Na8a840DrPviqCO83YA+MnTcWDt1+H1U8txYJbr8G03fbF7L03HAprucIe+f2vAWb0j98Bexw0T5P6b928eMz7YcUTU/HQ734JYDlOPfW7+IvX/xgUJwJhAhjjkXgiUpqAOk3AYHcihoYmINWDmNz/Ewx0JGTziaf2w8LHjsPzX9SPoaEVTT69jXTk5dw4FFMi3HfvHPzrv7wDJ554BQ455BYcfNB8TJ/2AIgYM2dKgYVf//pQXHnlCRgaGvv5FWIvfFtXldl1Qrie0Nl2Pr0Nh+Sa+y/GprjFjjPmYGDijnjgt9dgcPWTuPfXV2KX5x6Oqbvus13nenO5XC6Xy+VyuVzPvBygubaIOv3jEWKFnGoMrnlqo91kOSUMrpYs+duKAw0Axk2agoEJk7F21ZNYvmQhps5+zpidOylA2xYdaGOh/vGT8JzDT8Si+27GYw/eicf/8DssW3y/hqwGUAigEBHse5KfU3cQq558DICAkd32O3JMweWmiAjYYep07HvkSViy4A48+sCtSN0VQHdFz3FR//UHAAPiXmTOCLHCrvscgefP3gvASv236Uo1RrjlxEF3ONY+NQ3dp67HrFlSYTNjACu7x2GXffbEaXNX9DjthoO6Ei67rpBcdfANDRFyakBUToS1awhr12zW7YyJQuiFb52+XTFh/F6Y95IfYI85d+Ohu2/E/J+uxB2/Px4xxk2qPLu+kNz261W17gq1LpfL5XK5XC6X69khB2iuLSKpxLkjVj/1ONaufHKjYdjg6qcAMGLVh6pvYIu2cVNERNhp5p5YdN/NWLbo/rEFaLWEcMbq2QnQACCEiF32PhyTdpqFB+/4GVJ3sISurk9EAbOfezimbSMOohAiZu75PEzddW+sXfkkuoOrUQ+uxtDgGtSDq9EdXI3u4Bp0B1eDOYM5Y2DiTtjjoJeMiaMyVsC4ijFu/Gh58WajO/inePieX4GIMHvvwzUH2IpRjt18pYRh+e5GgjkDcvWwkNjhTrvhRS6Gv9YThtsKv21XqM25qVDbqIMH7nsdjjpqPv7kT36C3Xa9E48uHsD3v/+nY9oXJqINV48dzWk3qluvvxfqNY48oNOXW++FVrC18zrEc7lcLpfL5XK5tqQcoLm2mAYmTBaAtgmFBNa2wje3BWDS1o4z52LRfTdj5bLFGFq7Gn0D48fkvE0I57MXoJl2mLYL9n/xKRhc9ZQAppzBOYE5I7e+5yzwaeKOMzAwccdnutkj1Okbh86UdSeoZ2ak7iDq7hD6x08E0dZJ2t/pH489DnrJFr1GjECMUqH2mVLOEMg2OLLybG/4614YXNvBAF+Oww//DebuNw1PrtxHINx6ct+Z467uSnXaIa1IK7/DiAq1zOrkGwJWbZ65cEzUaQG10YCb/C7L7wqok5/X68xrQcF2mO1wGNjpMJ5F9SlcLpfL5XK5XK4eOUBzbTGZ42btJhQSKAUEtkFo0j9uIibsOB2rli/B8kcfwPQ5B4zJeZsQzmdfDrTRFGMH43eY+kw3Y4uKiFD1DWxTLspnk0IA+vsZ/RtVoXYaFt13EB594DbsvMPVePHLx6N//A5Puw05N048qVQbFKwNA25WtXYwaJgsFNSFAuPs+O4Q9DhspCOvl1bZOVY/7bvbfBWotjm574YDvHU58kYDfa3zxfWnV3S5XC6Xy+VyuTZLDtBcW0z9CsE2x4HWvw0VEGhrp5l7YtXyJXhi0f1jBtBqDWX8Y3CguVzPhGbOPRgrly3BquWPYsFt12HvF7xig0UsNqQQgL5+cWKJNqVC7diIGagVto0aKjsYWo65dRepMEg3IvfdaHnzRql0y9y4hethIbbPhKpKwdwozrl15r7bQOXZ4e670WDetlih1uVyuVwul8s1dvL/xHNtMQ2MFwg2uPpJMOeNCmMbNAfaNgrQdpwxBw/ffSPWrlyGNSuXYdzEnZ72OZ/tRQRcrmdaFALmHHgM7r7hf7BmxRN45Pe/xq77vPCZbtbTFhFKaOb4Cc9MSC0zUNfqxhscCdpGc9Ctq8rsaMeVn9u/G+XYdoXauibU9TNc3CJupHNuWPGKdRWqGA3s9Zy/f+Q5HeK5XK7/n71/D5L0qu/D//c557n0ZWZ6ZvYmCQmhGOwvIOMYKZElrNixg0DBGGwnlo1L+F4oMVBYiSsQKGOwq+RgxyYJFjZlwEXiGMUOONTPKhw5OASCfIki2UrAXAzxYrxitbe59OW5nHN+f5znPP1099M9PbNz3X2/qlY7M/1M99PT3bvq934uRES0u/i/V7RnomYbQipYo5H2N7dsm7LGYNBbB3C4NnBWBWGMxePPwPrTX8bFp76E5rMvP0AbzkC7Olo4iQ5C1Gjhxue/CF984mM49+W/wMLKKSyfvPGgT+vIEwJuplo4bbnF/sjzYaVdtSKvGrSNB3PjlXvV6ruJsG/KhtrqcfqwbahV81ff1VbcxXMuv6hpyfXfqxSXWxAREdGVgwEa7RkhJBrtDvobFzDorm0ZoCX9dcBaSBUgjC9/QL+Y+skYC2znbd/qNX/LBWhnvohrv+YbL3vZQVmBdgVv4SQ6DJaOX4+TNz4fZ//q/+L0pz+F5uIq4ubiQZ8W7YIgcK2bBxnijW+o3ar6rq7SbmQzbV313fh1Vyv4akK8RAskgwP7kbgNtTOq72bNtBuZhReNVuptGQpWjuOGWiIiItotDNBoTw0DtEvonLhh4nIhACkEpBToDzYAAItLK3jWNUuIQ4VmLNEIA0ShQhhIBMr/EnuypdNa9+bLWPexrfxurIUFkGXX4MHP/hHSpIevPW5w3fU3uOMwevz49w2/PnrZ//nvGQDg/7vpJBYWOzDuYBhrkWuLNDfIco0sN8i0QZ4b5Nog13au4E8AkFJACgEh3IB793txqbXuNmHH7nfx8a7/lIkOzrVf843YvPRV9NbO4a+e/ASefetLLnseGhFwODbUjod4W7bOVir1poV8s+bi1W2zrc7As7Zo7U0O7EcCAIgiM3OmXRC6Y/zGWr+hdrjR1hbXgUr1nalst60EfXF9QMgQj4iI6OhjgEaXRQAQElDShVphIBGHAeJQohUHkOvX4eJTX8JKnOFl33QjAjV9DtrHP/7/8FkAN934DPztZx/ft/tQ5UM55cOlOnGA5z3vuXjiiSfwl5//DJ73/z17x7eX5zny3AVoz73pFBqN+bc2WmuR5Qa9JEcvydEf5MOPkxy9QY5MG1gA2ljoKVFYqCSajQCtePir+rkPK6eFioD73RiLJDNI0hxJpt3Hmfs4zYz7pd3HRAdFSIln3fz38Nk//v+ht34OZ77wOJ7xtbce9GkR7YrDEOIZg4kqOj8jr1pV5z+fPfsOww22SfF5ZeNtdYutPz4rPq9KU4n0sGyo3WL23dQqvbHqu3mWX4xU6oUWcutRtERERDQDAzQqSSmgpECoZBGEKcShQiNWaEYBWg1VVoNFgYSaEYZ5on89/vefABcvnJ8ZngHAuXPnAADHjx9MeLYdL3jBC/DEE0/gL/7iL/Dyl798x9fT77sBOUIIxPH2WjiFEO6xCBWWF+q/twzYBpkL1fyvgQvZ0qKqLeumWO+mtdcRKIFmJVxrNcKRz6NQlsHjPM1wPvgbpBqDNMcg0xikGkmqy/MbpDmy3MBu8z2gqH6wzdZcunpEzQXc8Lw78P/+/L/j6dOfxsLKNeicuP6gT4voiiAlEMcWcXxwfwL7DbVTN89WWmHrKuzKDbZbzL7zrbTTWndrN9R2D+zHgiDcxdl3leUVwRbBXvX6FAt+iYjoCGOAdgXyLXtKCQSyGoZJNKIAzTgoA5AwkIhCBSX3prfgxIkTAFw4Zq2d2Xb59NNPj3zPYXbttdcCAHq9HrIsQxiGO7oeH6A1Go09aUkNA4lOEKHTrl9QkGszEqj5j30VW5Jp5Npio5dho5fVXoeSowHbSDVbI0AcqpH7Vg3+lqacF+CCtlxbF7KlOTb7OdZ7KbqDDP1EI800cm2K9tPieyY+IKq3fPKZOH7Dc3Huy5/B6U9/El9328sRNdoHfVpEtAuqG2oP6i+E6obaJKlU183YPDut9XbLY2bMyasL8foHWIqnVKXVtab6rnb2XV1lXs3m2a0q8rihloiILhf/CtklRcHLnlyvD8N8ZVgUuDAsjgI0Y4VWHKIZKcSRQhQoyD0Kw3ZiZWUFSilkWYa1tTUsLy/XHmeMKSvQjkKAFscxpJQwxqDX66HT6ezoenyA1mw2d/P05hYoiaVWhKVWfZCli4CtWr1WbRUdpBraWGz2M2z26wM2KYR7nhbBWjMOy3CtFQdoRKo2PBRCIAwEwiDCYivCieX6+2CtxWYvxYXNFBvdFBv9DL0kR5LmyDSTNJruuue8EN1LZ9HfOI+/+j+fwLNfeBcEe5yIaBcchg211rq5eDOXWlQWUlTbbCcq8yqz8upm343P1CsvSwSMGf4dr7WAPgQbaqsh3dQKuy3aYieq7+ZoyeWGWiKio+2qDdCEKMKp4gMhRBGCTQ5Qn6eNbDvD3JUUCAKJqAzDFBqRKqp43O9xGCAMpTu/I0xKiWPHjuHs2bN4+umnpwZoFy9ehNYaQRBMPeYwEUKg3W5jY2MD3W73sgO0Vuvyt47uBaUkFlsuwKqjjS3DtX5ZvZaVH/dTDWMtuoMc3UFeex1CYLRFdKyKrREHM18HQggstmMstifbWI2x6A4ydAc5NvsZNnopNnopugPXvkpXNykVnvX1bh5a99JZPPXFP8O1z/7Ggz4tIqJdIcQh2VCbY3Kj7KwttfMeNxbg1V42ZUPt4IBDvLk31O5g8+w8wV8YWQQBQzwiou06cgFaNYTyLYpKCcjK0HcLC2vcYHNtil/aQFvAmmEoZjEcgr7d+jG/PdKfQ1S0QpaVYZFCuxGiGSvEUYAokHvSoncUnDhxogzQnvOc59QeU23fPCo/p2qAtlMHXYF2uZQUWGiGWGjWt7AaY9FPq+HaaBVbP81hLdxl0wI2AI2i0rLl248rAVszDqZWXUoppgaAuTboDjJs9l241u1n2By4Srpsi3BNcMbaFSNuLeKG592Ov3ryf+Cr/+9JLKycwuKx6w76tIiIrhgqAJqBRfMA/9b0lXjjCy6mtshmYmJD7cz22bGgLx+/zuzwbaj1Id52Zt8FlWNnLbUIxq5zWmVeEDLEI6Kj5UgFaEutEHEjQJYbaOMGkVvoy77eahgWKul+hXK0MiwK0WoGaIQK4VUchu2EXwrgQ7I6R2mBgNduu3lJV3OAthUpBdqNEO1GCNQU6VlrMUh1JVzLRsK2fpLDWKCfaPQTjfNTbqcRqSkz2FyIrWra8gIl0WnH6NRUrqWZLsO0bt+FbN3ic23s1KpUIdxWUykFrLHQRYi/3WUItL9WTj0LmxeewqC7hri9fNCnQ0REu0wpQDUtGs3DtaF2cvNsJZCbUmGXFEstysuS0bDOt9/WbbqdFuJ1Nw/sx4IwMpWgzX0+DNpQXGbcZeXsO/f5zMq8uqAvngwIuaGWiLbjSAVo670MLVFfpeKNVIYVYVgUVtoki7lhC40QcawQKoZhe626SGCao7RAwPNtl73ezqfxVpcIXI2EEOVSi2M1l/uAbdoMtl6SwxhbbPTUuLBR/0+5cajKuWvNyoID//H4htgoVFgNFVYXRx8Xfz6b/awM1Lr9HJsD97m1mNoa6pYtKARKluFallvk2v2DAB2sZ3zd34GA4Aw0IiLaE4dhQ60xmNgom2fTAjsgTWWlqm74eVZuuZXF78WsvVS6DbhJTShYVuaN/j2bpRJZChzgbothqLaT2Xd1CzDGllxwQy3RleNIBWhLrQgry83hNsmo+qY4RKAEw7BDyIdiTz/99NRNnEcxQGMF2t6rBmyrNZdba5Fmpqxeq1au+Y2i2lgkmUaSaVzcrA/YokCOhmtl9dpwW+34+ZzA6GNmrEV/kJeVa8OQzZ2PW7ZQ/w8AceiWLESBgBQSuTYYFOecZYatovtASv6fKxERXdmkBKLYVWIdFGtRhnC+VXZi9l3Nkotqpd14ZV61hXbWhtrqcXUbag/SyIbascq5qbPv6tpsx4O/cPr1Vr/ml1sQ0WxHKkC78wXXYWlp6aBPg7bp2LFjEEIgSRJsbGxMPIbW2iO1gdPbzQq0w7pE4LATQiAuNtCuLE62YlrrWr17lUBtPGDLtUGaG6SbKS5tprW3EwZyOH+tppItVG7hR7sZot0McWpl9Pu1Nm6RwcC3hGblx0lmyoCvTjNSaDVCRMVSEWPc+br7cfkt7ERERET7RQgf4gEHNU12fENt7ebZKbPvZrbI1sy+Gw/3qtd52DbU+hBvnnl4U2fkRZUKvJqKvpHKvJrj1JFKJ+hqxKco7TmlFI4dO4Zz587h6aefngjQ1tbWkGUZlFJYWVmZci2HDyvQDj8hBKJQIQoVlhcmAzYAyHI9NVzrJ25bZ5YbrOUp1rr1AVugRGXBQTiy4MBVlkkstSMstSeXGWS5GWkJrX6ca4t+qtFPJ4MyKYB2w1fIKQjhquDSTJcbUImIiIho1GHcUFsGbVtsni2r9eY9rgj7xlt3/e9GH64QT6qxCrualth5Z99NbbGdMg+PG2ppHgzQaF+cOHGiDNC+5mu+ZuQy37557NgxyCM0f4gB2pUhDBQ6gapdJgC4bZ3VQG08bEsyjVxbrPcyrPcyAJP/1+Hmn41uD60uPFheiCYq6Ky1SDIzsh20W1au5TDWojvI0a3ZXqqkwFIrRCNy892EcBtRk1yXVW9EREREdHAOxYbaHMM22SkLLMa3zNZV02WVWXr1s+/qj88zgTwfplVGCyRaIBkc2I/Ebagda32tnWkXT26jrW2hnVGRNxIKVq6PG2oPLwZotC9mbeI8ivPPAAZoV4tASSy1Iiy1JqvHANeeOVK5Nha2DVJdzD9zIVgdKXzAptCKw5H20FYjwOpSPDI70FqLfpJjc5BXNoW6yrVuMfdtGOiNigKJlYUIUajK5Qm5NkVYlyLTnLhGREREdDVQAaCCg91QqzWmttDOmmk3q/ouHw8AK6FgPh7k1W2oTQXS9BBtqJ2ovqtsqC0+r9tQG0UGQYTaKr1pM/Kqt8kQbxIDNNoXszZxMkBjgHaUKSWx2IqwOC1gM7YM0/oj1WtZOcfMVZO5AAyY/Cc3ITC64KBSvXbNShONaxYhi7/hjLHDDaHVgG2QYZDqct5bnWaksNgKEIUKSgpY68K1QarRHWTcFkpEREREu0opN38tbhyODbV5VtlAW1dVl9SHenXB3PisvOGGW7fFdrjR1n1edag21NZU1M3cRrtF+20U17fZjt9OGFoctgY1Bmi0L3w4dvbs2YlNnEc1QPOD//M8R5qmiKL6AGUarTXS1AUZDNCuXEoKLDRDLDTD2suNseino+FaL8nR90FbmsNauMtq2jUBQABojGwQdfPXOu0I16620IwDSCmQ6/F5a3kZrmW5mTpvTQBoxm6ZQagkpBTlgoZ+Ea5ZZmtEREREdARNbqjd/3En1qII77bePDurSq8a3M1ajpFnAomfj7fVhtqd14tctiCcPvtOqrX9P599v0W6Kh07dgwAMBgM0O12sbCwAMC1ovkAzbd5HhVRFCEIAuR5jm63u+0AzVefAUCj0djt06MjQkqBdiNEuxECncnLrbUYpLoI17LJeWyJC9j6RYXb+Sm304jURPXaykKMViNEM1bQ2pbbQV3V2nBrqDYWvUSjV7P1U0mBhUaIRqwQBhICAsZYpLkpz3EWgYPawUVEREREdDgIgbI18yA31OY5RgI3H67lM+bcjc/KmxbsZTVbb+sCvroQr19birf/76EZoNG+CMMQKysruHjxIp5++ukyQNvY2ECaphBClCHbUSGEQLvdxtraGrrd7rY3iFbbNwUbzGkKUcxHa8YBjtX8JeEDtmqg1q9UsvWSHMa4YwapxoWNpPZ24lCNVK8d7zTwzFMLaEYKUgj0Uz1SveYWGLhwbaOfYaNmvlsYSHTaERqRQqAEAAFtLJJMozdwywxm/e+BLF4W7BwlIiIiItpbQgBhCIShBdoHF+JpjYn214mgLRPYXN/EO392f8+PARrtmxMnTuDixYs4d+4cbrrpJgCjGziVUgd5ejvSarWwtraGXm/73emcf0a7oRqwrdZcbq1FmpnKgoNsdOlBsXQgyTSSTOPiZn3AFoWyrGBbbEY4udJCM1IQQsBog36mRxYa9FONLDdYy1Os1ZR9x6HCymKMuJi3BozOW8u1nRmcKSkghJsxx/ZRIiIiIqKjTwggCIAg2DrE63X3f0IcAzTaNydOnMDnPve5kU2cR3X+mXc5iwQYoNF+EEIgjhTiyAVW46wdbbccLjnIy7bRXLsQLs1SXJqygCAMXMDWjANce6yNRlG5ZlHMSktyt9RgkCHNTBnY1WlGCsvtEGEo3XVYi0xbDNIc3X4OY+3UhQZCuM2pAq5yLdd7N8NCYLhinFVyRERERERXNgZotG98SFYXoB21+Wfe5QRovmqNARodJCEE4lAhDhWWFyYDNgDIcj264GBs4UGWm0q1WX3AFiiBVhxgdaGBOJJQUsJawFiDJDNlZVyu7dRlBlKgDOnCQEEKQBfLDHzrqrVAlteHZkoKBEEllMvNZW0WtcDU6jcBQClRbke1cAsjjLGc+UZEREREdAQxQKN9UxegnTt3buSyo8Zv4mQFGl3JwkChs6DQmRqwmSkz2DL0kxxJZpBri/VehvXe5Kw0wIVbrThAXMxLE8ItI8i0QVIsUTAW2Bzk2KzZRqqkwGIrRCMKEAZu37VbZqDRHeQYpBraWOiaYM7dR4kwkFBCuBBOG6S53nF7qAWQ6+lDYEMlEAUSSkkIIaCNgdYWubbIjWFbKhERERHRIcMAjfaNrzLrdrvo9XpoNps4e/YsgKMboPkKNM5Ao6uZC58iLLXrN9HmerRFtBq29QY5kkzPXEYAuG2lzdBt+lRSwALQ2iDJXcCmzfSALgolVhYiN29NuXBNa1f51h1kSIsKummVa41QIgoVpBSABXJjkWYa6ZTj55Fpi0xrADWbTZVAI1RohhJhqAAhoLULIdPcIM00Ms2QjYiIiIhoPzFAo30TRRE6nQ7W1tZw7tw5rK6uYjAYHMkNnB5noBFtLVASi60Ii636gE0bg36ia6vXeoMc/VTDGItekgP1Ow4gBBAFw22fxlrkuUZWmd9WpxkrHGvGCP0yg6L6bJC6mW3aWAwyg0E2GZaJoqU0Cl1LqrsvLlzrJ/mO56JpbdHVObqDmvsJIAoVVhZitBoB4jCAkm4GW5prDBJdVP25JQ7M2IiIiIiIdgcDNNpXJ06cwNraGp5++mlo7SovVlZWEIbhAZ/ZzjBAI7p8SkosNCUWmvV/Dhhj0U8nq9f6lYUH1qJYTDD9dkIlISRcFZk2MBboJxr9ZLIKTAigGQVoNQJEgWuz9HPT+kW4Zi3QHdQHXUoKLDVdS6qSfqnBcGHDYEor6VYsUC5guLAxmSYqJdCKAqwuNbDQUIijsAgVXbjXG+ToDjL0BjkGRchGRERERERbY4BG++r48eP4whe+MBKgHdUFAsBwBhpbOIn2jpQC7UaIdmNKwGYtBtUFB+PbRIuALdOmrmNy5HYEXGBnLcqgbpySAguNEM1YuY2fUsAU7ZWucm7YUoqaltI4VFhdjBCHgft+4e5DdVvpTpcbaD29FVYUt91uBDi2FKPdjNCMXcAnBYrzdz+zYfVfXsxyIyIiIiK6ujFAo31VXSTgA7SjOv8MGK1As9ZCFBv35sEAjWh3SCHQaoRoTQnYrLUYpHpi9lr1c78hcxYBVwE2a15bGEgst6NyGQIgylltft6b/wVMtpW24gArizFakUIQKMiiPTMrvr83yGo3lM7DAhhkGoNM43xN9VqgBJpRgMVWiE47xrXH2mg3AsShGv4MKz/HfvlLw3AgGxERERFd4Rig0b6qBmjGmJGvHUU+QNNaI0kSNBqNub/XB2i+io2I9oYQAs04QDMOsFpzubUWSWZG5q6NV7NpY+eaJ5blBpfyFKjp6o5DhZXF2C0zkC5sz7XBINXoDjLk2k6tehMCaDdCdBZiXBe7TaNSuo2haa7L8/TXsxP5SPXaaFWtABBHCu1GiIVmgKVWhGtWW2g3AjSjABYYVq4luZvFlg5/jjttWSUiIiIiOiwYoNG+8mHZxsYG0jQd+dpRFIYhwjBElmXo9Xo7CtBYgUZ0sIQQaEQKjUgBi5OX+9ln1eq1XqXNsZfMF1oNK88mNSKJTstVrgnhtozmft5aP4exFpv9DJs1VW9KCiw0XYvryeUmmvFwY6ivfPNzz/pJvqPFAhbAINUYpBrn1ycvD5RAKw6w0Azdr1aIU6tNtBohmpEqv78/UrmWlxVt/SS/rK2mVyohwG2rRERERIcEAzTaV41GA4uLi9jY2ECSuBaiozwDDXBVaJcuXUK328Xqal19yyStdRkgMkAjOtyEEIhChShUWF6Ia4/JKlVgo+Ga+7XVsP5BajBIJ9sqBYBGrNCKAkShglIC2gznpfnquLVuirXuZEtoFEi0i1DrRKeJZiNAWCwVGKS6CNdcCNgdbH2e0+TazXxbr5n5BgCNSGGhEaLdDLDQjNBuhji50kQrDhEGsrgOMxGqjQdtO50Ndzl8Y/5B5FhbhWcCLmRzoauFNQdznkRERERXAwZotO9OnDiBjY0NAECn00EURQd8RpenGqDNy1efAUAc178hJ6KjIwwUOoFCpz0tYDM1G0SzMnSbVn3lWiPrN4VKgaJyLkAcSSghoK0L87oD1zaZ5gbpRoKLNTPPGpFy1WKNECuLC1hohsXGUXeb3YE7v24xe80vY9gJX712bmr1mmsNXWi6WXbtRoCTy000ioo8YFgJWM5gGw/aUtc6utsB0lbX50MsFJta97NizKII2WbcqD8/KYQL2wBoa2EYthERERFtCwM02nfHjx/HF7/4RQBHu33Tqy4SmFe1fVNKuSfnRUSHRxhIhEGEpXb9Pxj46qveWOVat59NrWAzFi5EqpkvJqULyOJQIgwUAunCnSQ3ZaVZGWqtDUa+VwBoNYKyLfTa1RbaTRdqASg3hfYGWVG95j5OssupXkux3pusoHOz14IyXGsX4VqrEeJ4p1lWrw1/JhZJJVirC9p2u1V03hDLB1j+0P1avDDv7fmQTUkBIQUkLIwFtDHIOcKOiIiIiAEa7b9qaHYlBGh+CcBOAzQiokBJLLYiLLbqAzZtDPqJLsOq7iDDRi8rKs3yiRlsxgyrvoDRtkopUAZroRJQUsLCIi3mpWlj0S1aO4H+6PdKgXYRri00QpxYbpZzz6QAeokuq9VGQrZBvqPAyM1Oc/dxPOhzPzeBdlG91m5GaDUCtBsB2o0QK4tx7WZkrc1EqDYetO12q6iFq/raquRLCvczFnAtmca4EGs/WOvOcav7LoWbuyelRKBc6GYskOcauQX0DpdYEBERER12DNBo311pAZqvQOv1elscOcQAjYi2Q0mJhabEQjMEMPnnhjHWbb0c5NjoZ1jvJtjsZ+gnbnFBNRQxFkgyU1sxJgQQKoEgkAiUawu18EsUNIyx2Oi58G5coGRZKbbQCLG6GOOZJxfQboQIlHAz15LhQgM/e6032PmWzlxbrPVSrPVS1G0ObVSq11qV6jW/8KBO2Sqa5kX77GibaK/YKroXBWTGAkZbzEraBFzIJiUgIGDs/gZt5TlqjaR+5F1xjoCUEkoKBEq4KkgAmTbIc4tMGy5IICIioiOFARrtuys1QGMFGhEdFFcZ5locTyzXBGzWop/kWO+muLiZYLPnqtgGqR4JMqwFMm2RaQ2gbu6aC0OUcq1+7niDNDPItcGlzRSXNidbMeNQFS2YLrjqtCNcd7yNdiOEkgJam8mqtUrYtpOKMAu4ECzN8fS06rXG8Jx8wNZuhGhEClEYo9Oect3WDreKjgdtRciW7rCldZ77pY2FNv6zegKAVAJSuM+ssdD7NKPNnaOrnJySsblzFMPnVKCK0Fa5YDDXFlmukeSGVW1ERER0KDBAo33XarVw/fXXY319HadOnTro07lsvoWTFWhEdFhJMQzYrj02mQoZY7DWTXFhI8HaZorNQYZBMS9stHrNIs0tkE+5HemCNeVSG+S5QW4sksxVwp2vWSLQioNyU+hCw318arWFVhy47ZLWIs0MuomvXKtUsA2y2hlw88j19O2l1eq19tjstVYcIAwkmnGAZjz9f6N82+0wZBsN2np7vFXUwrVT6vKz6ZR0QVt1Xtq+BG2VttFZM/REcY5KSYSBLAI3MQzatEaaaWR6f5c4EBER0dWFARodiB/+4R+GMQZBcPSfgqxAI6KjTkqJlcUGVhYbE5cZY9EdZLi46cK1jV6KbpIjSfVEAGSMayecVnVUnfGVG1f55hcmPH2pP3FsqxGWLaHtohXz2FJjZDunNracu9Yr5q1Vw7bx+XDz2LJ6LRBYiMNyucJ49ZoQYqzttuY2rC2WR7jW1tqgLd355tPt0MbW1BtOUhJFqFmEbcbuyyZPCyA3FrlxQew0AkAgXQtyGEjEgSzCXIHcWKS5RpYbZGPBMBEREdE8dpRePPjgg/iFX/gFnDlzBs9//vPxzne+E3feeefU43/zN38T73jHO/D5z38enU4HL33pS/GLv/iLOHbs2I5PnI42KeUVs31yJwGar1ZjgEZEh52UYrjg4OToZbl2Wz03e66Sa72XYrPvWkPrAoqtZnwJ4UIQY92vzX6Gzf5kHKekKJcXtBthWSn2jBNtRIEqj/PzzPy8Nb/QoDfI0E1y9Af5jgKgPLe4lKe4NK16LQ6w0KifveY3hwoh3CKHQE3dzmqtq94br1wbBm35jref7sRWbaOeFCgDTmv3cRECiqCtWKCxMeU4IVwLb6gkosBtq1XKBYPauOeMa03WyA2r2oiIiMjZdoD20EMP4Q1veAMefPBBvOhFL8Kv/dqv4e6778anP/1pPPOZz5w4/pOf/CRe/epX45d/+Zfx8pe/HF/5yldw33334cd+7Mfw4Q9/eFfuBNFBqi4RsNbWbn0bNxi4igYGaER0lAVKotOO0GlHeMbYSMs009gcZOj2M2z2c2z0XPVaL8mnBipzLKoE4EKOae2XUSArLaFh8XGAUystBGr0H278bLjx1tBuUdGW5dsPpyxQhlt11Wth4DaHzqpe84QQaEQBGlGAlcV46s9ikFY3ik5uGN3vaivje0G3IFAJ2rB/QZW1roU313pmC7AQQCAlwkAgDhWiUCGQPqgDsswFbVmukeV2R5tmiYiI6OjYdoD2S7/0S/jRH/1R/NiP/RgA4J3vfCd+//d/H+9+97vxwAMPTBz/R3/0R3jWs56F17/+9QCAm266Ca95zWvwjne84zJPnehw8DPQjDEYDAZzhWJs4SSiK10UKqyGCqtjbaF+AH934KrLuv0cm4PMtYYOpgxX24Y0N0g3ElzcSCYui0OJxVZUCdZceHVsqVG7fCHLTVmtNhqyuYBtJ3lJtkX1WjMOXKBWVNe1inCtWr1WpSoLJKbfphlrER0GbW6r6P60ivpssFxaAfd8mIef0YY5Q9bd4JdkZBroJVsEbUqiEUjEoUIcKCjlTlgXVZBZbpCyfZSIiOhI21aAlqYpHnvsMbzxjW8c+fpdd92FT33qU7Xfc8cdd+DNb34zHn74Ydx99904e/Ysfud3fgcve9nLdn7WRIdIEASI4xhJkqDb7TJAIyKaQQhRDuA/3hn9M9BXhPnWzW4/w+YgR7fvAqvLlWQGydoA52oqw5qxwmIzxEIzcsFaEbAttSN0Fiarv6yvXqtsD3Xz11zAtpMtnBaVmXBbVq/5cK2+em30+yTCINqiVXQyZCtbRnepVXSrrEwK4dp4RbHMoDJjbd7MaTyk2w/WogjJgN5gixltSqDZCBCFClEkERTjLLS2RTWbQZpr5Lkt5wQSERHR4bCtAO3cuXPQWk9sTjx16hSeeuqp2u+544478Ju/+Zu45557MBgMkOc5vvM7vxP/7t/9u6m3kyQJkmT4L8fr6zVru4gOkXa7XQZox48f3/J4BmhERJOq20JPrYxepo2bZdYtwrXNflZUseUzB8sDLrjYKodwc8Y0zl4aDa6EABqRC9eWWhEWWlE5f60ZuxbM453J68u1Ga1aS4rZa0XYtpMipHmq19zctWAkYGvFYW312vA+CjQihUaksIL6VlFTtIr2/JKDStDWHbgqtp0sbBi5jS16eN0SClkuM/Dz8rJclz/PeQOneZ4Tu80CyLRFpnNgi2rLUAm0GwHiQBUBqIRAMeNND6vZ0txAa7Nvc+aIiIiuZjtaIjD+L5yz5j59+tOfxutf/3r89E//NF7ykpfgzJkz+Kmf+incd999eO9731v7PQ888ADe9ra37eTUiA5Eq9XChQsXyuUAW+ESASKi7VFSYqkVYak1WUXlFgVkY5Vr7uNcz94UKYv/fZk1l22rcK3dCLHUCrG8EGOxFaHdcIHVUru+6su3sfaS0dlrPmDbKhCsPU8Mq9fqbGf2Wh0phVuEsFWr6EgFmwvaeoPdaRV1SygM8ik/HiFcS2sg3VIAJUVRkSZGQidg/8Oz7cq0RdbPsYnZQVugXEVnHLr20UApQBTbcLVFXoRsaa6Ra/d1urodRHhMRHSl2FaAdvz4cSilJqrNzp49O1GV5j3wwAN40YtehJ/6qZ8CALzgBS9Au93GnXfeiZ/7uZ/DtddeO/E9b3rTm3D//feXn6+vr+OGG27YzqkS7avtbOLUWiNNXfUAAzQiossXBhLLCzGWx1otrbVIM1OGacOqNTd7zczYEOkGyLt+QmNs7dyqarjm2kKHex+lEIhDWVaFLS9EWFlsYLEVQclhG+uxpcbE9WptRlpDu4N8JGzbyQyteavXquHa+ObQrZStojUhJzB8PPrpsDW0WsXWT/Mdtb4Or3+4HACTy1sBAFICoZIIlCx/V8oFbVq7VtZBdnnnsZ/c/c3Rnez4HREqiUboqgzjUCBQLjQ11lW0ZblBkrnfc21G2md3wsexDGoOHz4mREQ7t60ALYoi3HLLLXjkkUfwXd/1XeXXH3nkEbziFa+o/Z5er4cgGL0ZpdyK+WmDY+M4RhzXtxAQHUZ+kcA8AZrfwAkAjcbkGyciItodQgjEkUIcqYmgylqLfqqHFWuVcK03yIsB8hZ1bzeVFK6lTgDGuPbS8fZFU1x/P9W4sJHg9NnhZVIAYaCK6rUAS+0IK4sxVhdiBIGCUm7ZwWJNEOVDqG6SjbSI9gZuGcNgxlbJaeapXltoRMOW0G1Wr3nVx2M87PRMuVVUjwRtvoqtn+bQl9EqagyQGDN1ppubUybRjt3WzShUCJVCGLhLTVE96H/tpFrwILhlCGbmLEE/oy0OJeIoQBQIRIGClALGurbkLNNFRZsL2vSUCs95HiEhxoK2fVwQQUREtBPbbuG8//77ce+99+LWW2/F7bffjve85z04ffo07rvvPgCueuwrX/kKPvCBDwAAXv7yl+PHf/zH8e53v7ts4XzDG96Av/t3/y6uu+663b03RAdkOxVofv5Zo9GAlPP9qz4REe0uIQRacYBWHABjGziNsegWlV/jLaGDVEMbCz0lqIoCiTCUkPDVPa7Cp1o1ZiyQZC58Weum+Jvzw/Z/H+DEoUKzobDYjLC84FpB243QXVaEUKuLk7evjS0quobBWjdxFXfdQbbj6rWLmwkubk5uNq2bvbaT6jVvnlbRXJth9Vo63CbqFzkMMr3jVlE3p8xt3uxO2bzpAlD3GHXakavqihRCJSGEaxdNMl0J2lxb7mFfCDCc0aZnbh0FXNAWBhILTYVGqNxzXgpXBZgPK9pc62h90LbFyLuSEO5n7oNaC8Ca6dWjREREe2XbAdo999yD8+fP4+1vfzvOnDmDm2++GQ8//DBuvPFGAMCZM2dw+vTp8vgf+qEfwsbGBt71rnfhn/2zf4bl5WV827d9G/7Vv/pXu3cviA6YD9DmmYHG+WdERIeblGJqBViuTSVQy8uPu/2srMxJ8/rqpmYkEYWB2zJpgNxUWub8EHwMq4U2BxmeHpu75qvXmpFCu9gSuliEV35ZgF9yMM5aW8yLy9FLspEW0e4gQ3+L0KTOvNVrZag25+bQWYIZFXpAUaWX14RsxX293FZRF4C6gGi9V98rqpRApCQasat+9Pc/KIbu5UUVXBmw+bAt00diTplvld3qOaOUQBRItJsKjUAiDBQC5SvaXFiXFkFblk8P2rQvUZtBwL12lRCQErAQsLAw2kAbVrcREdHlE3ZaH+Uhsr6+jk6ng7W1NSwtLR306RBNePLJJ/GhD30Iz3rWs/CDP/iDM4/97Gc/iw9+8IO47rrr8OM//uP7dIZERLTX0kyXYdpmPx9pC51V+SWlQDOSaEQBpBDQY5sWt1M1Jos2yVYcYLEVYqERotkIymo713paH1oZa8t2yepyA1eNl132ls1xuzV7bSeMtUiKRQ7js9i6gwxJpnf9/o4LlURUzMlrN0Isttz9D5VyM9mMHalgq1a0+UrIK4Vvi45DhTiUiAIFFQjAuM2jWW6QZhrJjKBtO6RwQaySLmwTYxWjV9CPdgQXCBDRlaTX3cCrXvIN+5oT7WgLJxGN2kkLp5+bRkREV4YoVFgNFVYXJ+etDVI9tinUzSzrDrKiZVSjO5is5gmURKcdoBEGkNKFa1mukeQGSU2I4kOwfpLj/PrkZHkX1rnNoS0frBXVaz5kazdCnMBklXSW66JqrQjYilbRbt9VdW33n2T3a/ZaHSmGixymKVtFiwq2kSq2xIValxO0+ErD7iAvllCMEsK1BMdhgFbsKg6PdxpoNUI0I4UwkMi1LQO1YRVbPjKnLdeHfyGCb4veaoafD9pasQvawmA4n04bV3mYZr6qzUy978ZiaqVolSiCtlBJBBKQsph9WMwizLVBbuyhb8/15j1NLoEgIqrHAI1oF2xniYAP0NjCSUR0dRCVsOZ4Z2zemrXoFwsAhuFahs0ipMm1wVrXYK1mraSbwaVctY6SxZt6F0L00/pWQBfWuUqrOlIOZ8O14mCkeq0ZB+i0o9oFANZXr41tD/Wz5LI5wopxW81eGwZqe1O9NmwVrb/ct8T6kK2X5OiX9zvHIM3nCmmmsWWraIr1HoCL/YljpBSIA9cq2o5DtJshTrSbaEZB8ZxTxfXoMmTr+5bR8mvu/HfyGO23eYM2KQVCJdGMAsRhgDAUCJWCFEBuXBicFiG0m9NWHxVZC2RFJegsAr5dVRXbaCWKbl0X7BXLF/KinfSw205wJippGwM3IrrSMUAj2gW+Aq3f78MYM3M5QHWJABERXd2kEGg3XfBxamX0Ml1UJw3bQofbQl2wMn0LpA+8osANdweANNfoFcHctMopY2x5O/Xn69oufeWa+zgsPz+21MDxzmRlWK7NaGtoMpwf1092Vr3mW0vr7MXstXFCiHJTZ2fKMb5VtKxg8yFj31XwXW6rqDHDba8XN9LaY5QUaETKtcsWP4+ldoRTkQvYGpGrbjTGFqFaZSbbWAvp5c6P2y/GWCRGI8mAjf70zaNSAqFSaEQCceCWIYRKQUoU1Z4Waa6LoG16RZuFnwuXA5N57whXRefCtjh0yyekdPPaMj9Hsbg9bQ9/ddt2zs9vXrXb/D4iosOCARrRLvAVaNZa9Pv9MlCrwwo0IiKah1ISS223gXNclpuRGWvVj3Ntp7ZGlgFYI0AYKEi4kCfLTbFYYHZlj7EYVrCtTV4uBNCMquHaaNh2aqVVBnqeb3H1LaE+aNvsu0q2nVRxzVu9thubQ2eZp1VUazPaJloEbMOFB5fXKqorVYfnah4zwFXbNSNV/jx89VqnHaEZByOhow8Fh3PZ8pHqtmHodhSCNpRB2yZmBG1FK2e7EbjQK3AVbUqKoh10voo2wFfRWQxSA9RUlnoCQBhKNEIXtEWhRKBkUfElkGWulXuQ5EhyA30EZrfNu3kVGIZt2/0+IqK9xACNaBcopdBoNDAYDNDr9RigERHRngoDiZXFGCuLo+2U1lokWXVTaFbZFJrD2OktnEoKLLVceKKka0HTxaynXjLflk5rZ881A1AGNdXqNd8qurwQQ40FbFqb2tbQzX42s5pu6jlivuq1vZi9VkcpiYWmrN2cChStotqgn+jKsgP3eHaTrKyOuhy5NtjoG2z0MwCTraIAEAeyDF9bcYhGrIq23hjXrLqQp/qzscVzZ3wmm28Z7Sfu62muD301kp+ZlhZbbKcRwi2HaMcSYRggCgSCwC0rsBbIc+PmF2Ya6RbVhxZws9yy2UEbAARSlEFnI3KVp0pKt420CPjc0gyNJMuRaXvot71uO2wrSttY3UZEe4kBGtEuabfbGAwG6Ha7OHHixNTjuESAiIj2ihCieBOtcKwzucygn+TYHOTDYK0I13qDHNpYrPcyrPcm36xHgcTKQoQoUgikhIDbjphkGr2ipXT2eQ3f1PqWw2m9br7dsFq95pYbBDjRaUCpYYWYDwx7ybByrTvIsdnL0E2yHbUbHvTstYnbFK7dLwpcRVgdX8XXT3P0E/eYbA5cJZufeXa5WzuT3CDJU1zq1reKAu6xa8WqCNiKOWzF47m8ECOq2QLrZ8lVZ7INioDNbUl11W5HIWizZdAGYEbg7JcTtGKJMFSIlIRSEkERHmd62DqaZFs/drmxyMtgfHoPqRBuduJSyz02cagQBdK9pqWAtS6w6yeuzTopZuNpc3lbT/eatfOHZlII9+dR8Y27Vd0mKr9bsGKO6ErFAI1ol7TbbZw/f37LRQKsQCMiooMghCjmgYU4uTz6d5A21oUuRetgtXJtUFQ4pZv1wUkzUlhdihGHCkqIYh6UKTeP5nr2HCdfcWaKN7O+UuniRn0QEIcSzcrcNT/vbakd4ZrVFoJKwKaNHdme2Rvk2OinRbC0/VBpq+q1KJRumP8ezl6rU11UgcX6Y7SpVLGlOXr9DBvFLLZBqi+7VRQYPnYXpsxjk6II2XybaDGHzS89WFmIEKhG7c/JWltuHa22j/rH1beNZvnl34+9NlxOgNlBG1zQFkUSUagQKLccQSkJa91j6ltH5wnaqq+vS1Nez14YCDTCAAutCI3IVRjGRRupLAKoJNVlAD9IijlxxhzqoNNsIzHzYZvj/nya9iO2Y7/PIuBeC9anbZh+vUR0uDBAI9olvm2TARoRER01Sopi4+RkhVOux+etDVsos9xUKspGCQDNWGF5IUQYyDJc85sruwPXUjrtTb9vh5NCwMCFJ8bYYoFCgks1FWKAq5ZrjoVrrTjA6lKM608slFVivvKpO8iL+W+uYmuj7wKBaQsaZnEtdwc/e62OkrNbRYHhY+Oqv9xj7VtlB9nlb+o0FuglrpVwGilQBGyqsk10WMnWjIPa52lVrk1l02hePra9Sttonh+BmWEAMm2QadS+xjwXtAlEkUQYKATKBV1KufRHG4sscz+PJDUuRNpClltkeVa09U4nBRBH7rFaWojczLailTRQEkq6NuxBZrDZK0L5IzK3bTthm5LDsM1VxE2vbrMA9Bxlaj67k9KF5LAudLPWwhpWuREdBAZoRLvEt2QyQCMioitJoCSWF2IsL8QTl6WZLttAhy2hLqzQxk4NS6QUaDcUGkVwJCCGywwGrnXPt8PVnpMUCEM35wlwWxf98HbXQpdibUqrYaBkGa75X81GgJPLTbROLbrzEe58XPXaaGuo3xy6V9Vr+zV7rU4YSIRB/eIKwLfMuoUPg8RVGG4U4eogma8KaivGYuYmWMA9/n6OXsNXsZUVbS5s89ttZ9HGli2jvSQvg+J+4lpJ/ebNwxzyAD5os8i0RT+dHXIqCTTCatAmXBWodaFOlg8XRMxTSWYsisrGrQPnKBBoRK4KdiVSlbDNtZJKIdy8vzTHRi8rQs9iXpw53HPbtvO8r4ZtAIrKtslKXf+pW/669fULuLDNLWoREJWqOR8GHt6fINHRwACNaJf4CrRerzf1GK01ksT9qzQDNCIiOuqiUGE1VFhdmpy3Nkh1zaZQF0YZY7HRz7HRnxzIHiqJTtu1jfl2TGMqwU3q3kzniQYw+aY9CiTiSCFUwyDMVyT5QGS9m2J9SsCminCmDNdiF2ZddyxG67oAUeiu14V9GbrJsDV0s+fuY5rpbb9R3W71Whm0xeGeV6+V5yEEGpELraa3iro2y375c8kq1V8ulLrcFr98xrw+z1ciNqOgXHjQHAvb3GPtAp3VGbfnn38+2Nnsp+gN3DKEpKjMOwzVVMWCzpk/X20AnZpiC+h0UrrFEUEgy7ZR326tjQu7k8zd/3kfzzS3SPMU69P/V9nddrEtOI4Ulloh4qg5ErbFoYIUbjlCtSrWV45m2sAc4iWw2w3bXB7mQk4DC2vqq9ssisfXzDeFTUkf5kkXtkHAWhdUmhkVdERXMwZoRLtknhbOwWBQftxoNKYeR0REdJRVZ3KdwOg/GBlrXVVXzabQfuLe/K51U6zV/HUahwqrizHiUEIW1We5dm/ku4McWbEpsa5yTQBoFeFJdY6UMaYI54YVVBu9DBtTwhlVbDysVq+14gCri4vlJkQA5Qw4vz10vefu6yDNZ25frHMUqtc8JUXRnhoCnfpjylbRdNg26342bnB+pi8//diqEhFwz6dZraJxpCCFgJTD5/Pq4vT/f6sGxxu9FJvFY+/bRsuB/HuUStjyP9PJscqnaYcbAwyMAbZYxCGFe/6FgWsbDaQsKqCKoE0bpJl7XOe928Zi6rbgcXFYhGqRwvJC7EK2UCGOAjRChSh05+Pbxn2Y75ef5NpcdtXkXtLGFv9MsPU5BlJASFG2fvoQrK66zV23D9tmVw/6/E5JV63oH18L9zwxxkCzrZSuEgzQiHbJPC2cvn2z0WiU/+NPRER0NZFCYKEZYqEZ4tTYZVq7mWQjwVoRrqXZsOKlTisO0GlFRWuncIPatcGgeOM8q6XUhT4BVhYjxKGrfBNCDCuPio2Qg2LxwKwWQ18945ccNOMAC80IJ5dbaDVcwOaWNhRVM0mOjV6KjZ77eDsVPd6s6jV3Pvu7OXQrI62iK5OX++2qfhbbRs+HHsMqtt0IPfzz6RJmbxatq15rFMFbNaAcCY6Xp3ca2CJEXu+lZYWenzOXZq4Vea9CnXmuVgj3OnUrJWcPzzcWxVzCOYI2H7IV1WxqImgz2549WP6ZMHuCCpQUZdDWCAMc6zTLarZGEbqFoQKsQT8p5j4mKTb7fkmFdu28h3gjaW5mPFBjAiVGliQYC9ii8mz8KiyKNtOiTXgrAoBSw7BNCVFWAxtjkRv3czQM3OgIYoBGtEvmaeHk/DMiIqLplJJYatfP4MpyXQ61H20LdZs+e0XINa4MtBoBwkBBwlVkZHq4zEDPaAkMlUS7GeJ4p4F2XFyHFGMhj/vVT/LR6pm1yfsoBNCMhuFaq6hquv7EAlpxgDhUSHPjrnPg2tPWe35z6Par19z5zFu9tn+bQ2dxraIu2FhZnJy9B7i2ykGal7PLysqiJC+r2Haj0qvcCov6pRVCYDiHbUolW1TM1avePz+j7doZt51rV1m5vplio2hR7Bchq29H3otqNmsBPccVS+lCGB+DmCmthcD8QZtfHhIqUbSNugoyIYato2lx/7dDG1upaqt/LL1qVVsjVDi50nSty+Hwa4ESyI0tqyi7RRtpN8mRFJW0h7myLZ9ni0HBz8lzU9UAW7SRGovaQNEW1z/Pn1U+pw2VhCyCVfc1USyZMdDaHolZhHR1YIBGtEvmaeFkgEZERLQzYaCwsjgZqPjB9t3+sHLNV691B9nMdjAlBRabIZpx4N6oCxccpJlBLxm2lF7arN/6GYeqqKYLcGqliVbDbR4UEBhkOfqDYbjmAzZrMTXs85qxKuavuSqxa1Zb5Ty2KJCu5bSoYFsvZnJ1B3tbvXYQm0NnkZX5Zcc79f9f5bbEusdhvZeWc/h8CLUbAYe1KDeXTgtmpBBlwNaIa8K2eDizrypQCp22QqddHyK627dlu7C/j75iqpzPtlfVbMbCbBHCSFEN2tz5ukqkKRsqrW+/BWa1FvqgLZACKpBF+6Kb5TUM2syO2oHnrWoLlEAcBpVKtgCdhbisaIujAHEgIQSQ5MYFvgONXlF52i0WkmT6cC9ImDcMA4AwEJBSQsJXrhUVjNOq24rANckNMEcoKoRrVVXFY+/DVRTz23Lt/nHkMMwkpCsTAzSiXeIDtH6/D2NMbYsmAzQiIqLdVR1sf6wzucygX61Qqsxe621ReRaFEisLEaJimYGwrkUqzVxYkVRaSs+vT55XKw7QLlpVr11tuYqjRgApBPqpLreN+jZFV12ki+2ffqthfSDTiNTIDLbrF1z1ml+84LdKbvRSrPeGWzK3GyYcxeq1qrJVtBXh1Gpr4nJbhKX9NC/nlm1UWkWzfHfehBtrt5zp5WfrjYRrRWVbo/i4LrCsto1OCxKtddtpB2mObt8tvOj286JaL0eSG+T5VlHYzpii9W9WtZMQgBLVMMTJtZ06v6sM2gAgnRG0wQVd1dbRkRltuSk3+G6XC5amvz6q5xBX20UjhXYjxOpSoxK2KURKIi/axgepdu3nxTKO3sBVoO7Wc3KvZPnWM9W8MBBQ0gfHRfVi0eapi5bSieo26zfObn0brhUZo499UfLmbyvT7rmf7+FsQrqyMEAj2iXVUKzX62FhYWHiGN/eyQCNiIho7wkxrFI6OTZry80hG24HrbYBJpkuKrPqZ2M1Y4XVpRhxqMp5a7k2ZSVQtaX06Uv9ke+Vwm3U9HPgVhZiXH+ijYVmiCiQlfbNfKQ91H/utly6N9gXNuoDtjhUZcXaQjPEyeWmaw+NFARchc3mIMN61wVG/aLtcbtvzI9q9ZonhHDBRjGAvk61VXS950I2v1U0yTS03p2ZWFvN1gNcENAc3yhaqWSrbq6duJ+hC3BcNVu79vqzImQbpBrdJEO3N6yS8osQ9iK8sRbIZw1aK1SH2PuNo8ZYaF1f3QS42G4YuMwOXcKiVTEIVGX7JaC1m6eYZHpHlWIWw1bguuUoVYGSI7PZ4lBheSHCqdXmcDlC5LaQliF+qsvnqG/97qca+REI27JthG2BlG5JQrmN1FUMV7eGVrlWZECbOVqH4cM2UYRtEkoNA11rAV1Ut+1lVScdfgzQiHaJlBKtVgu9Xg/dbrc2QGMFGhER0eGgpMBiK8Jiq27emnGVV+Wm0LxcaOBmp/kKsVF+vtnygmu1lELAFOGan7dm7PSgRMnhgoV2EbId7zTRbgaIAlVWTA0r1/KyHcyHbLqoYEkyXRtsAW6Yu58Lt7IQ4xnH2mhEClEYFNVK2g2477r7fzVWr3nztIr6x3ez79ooN4qqP98CvFvtebk22OiZqRtigeFj26jMYKsuQGhEQTm8f5yv2FtsYWJ7rqeNRZLm6Ke6bF31s+d8a+xOqrnmoc3WyxX8tsigMjvNWlvM5TJF2Fb/vZkfkr9F2BIoUbYRqkp7qrbDGW07fchzbbDZNzODVMDdTx+K+qq2OAxwotNEfGKhrGqLQwlt4EK2TCMpAtJBOmwlHezizMC9Mm/YVrb2Kre4QIhiQULRNqyNcZtDx+6sX5SQ5u7Pv63CVredF2VlW6AkpARkMSdOGwutTTmrkHnblYMBGtEuarfbZYBWhwEaERHR4RcGEssL8URVkm+Fq24HdR+7Sh236bN+vpnf9NmMFQIfrhl3fb6dUxuLtW6Kte5k5VsUSBesFQHbQiPEieUm2o3FsurIFm/gy5lrYzPYeoMcefGmLs3rbwdwb0D9koMTHVe91ogVpHDVdoO0qMbqp0Vosv2Q6KhXr1UFSpZh7LXHJqu7/POmN3AbRX0lWy/JkKQGudm98GL42E4/Jg5lsfhgcuFBM3KzvOSUkE1VAsVp/Fy2QarRT3MMKs/B7iBzgU22Ny2jrhrUIt+ixc9XswWqaOkUAKyAMW5+Vm4spmXG5UywrYI26RajKCXLFlVgtHV0O4+739fgw57tVrWVSxCKX8sLkatoK0I4KQXS3JQVbb66rV+0k/aKTbHZNhc47KfRGXqzlWFbIKGE+4ItWkd9ZZueUt1mrIXR2PJ55m9HSSCQspzXp5SbuemuC8XfBcXMwl2qaqW9wQCNaBe1Wm6+xrQAbTAYAGCARkREdBRVW+FWlybnrQ1SPbIdtLoZUhuLjX6GjZrKkjCQWG5HiP28NRSVPrkuB8KnucGFjaS2bbMZqZFgrd0MsdSKcM1KayIIyXJdhmmjlWzu4zR3g9enBXmAq8DxG0Q7Ky20GmG5adIYU8xfK6qw0u2/4d5e9ZoL1g5j9ZpXfd6sLDZqjzHWIkk1Nvsp1rrFQoDecO7VbraMuda/6Y8v4ObsVSvXfKtowy9DmPFzrs5lW0F9a6wPe3040y8qo8qKymIpxl5V7vhqtllBS1nNVlQ0KSkAK2DhwhW/aXNaxZ2bi2/mC9qkC9qkbx0tzjHTbhkCgLnDtmrbIbD9qjYXtgVl2NZpRzi10iw3kEahgrUoZrXlZXWbX1zR34dqxN0wDNvmW14QKukqiyt/pppiG6k27rngPx+/Hd9KOs+iBN8+XD7vyu2koljCAeRFAHvYF1BciRigEe0iv0jAzzobxwo0IiKiK1M1NDixPPr3vCkq0/x2UL8ttNsfBkyX8rR2618cKqwuunlrZQWLNhhkGt1BXoYQ/VTj3Npg7JzcMoPxttCFZoil1ag2AMm1mQzYyo/d8oRcW2z0sqmthH4gfqsRYHWpgaafzSWK6y82pvYSjXQH2zB3Wr3WLrakHkZy5PlTf4xvFV3vZljrJljvDbevXu7WQf9M8Ffhq5subk45XlRDtkr1WiVsi8PJzaLD7xeIijCm055sox6/z2U1W6V1tJz1tUchzbzVbFK6ls5h0CYBUWyfLOZmueupr7org7YtwhVVBm2iaCH0fx7YsrLUn/c8hgP1/QD/4eMOTA9XARf6lxVtZWVbgKVW5NpJi68HSiDNLZJsLGirhm3Fx4c5CNpu2BYFqpipJyEkyuDLV7X5sK3uzz5tLDQw16IEWWwlDYLhZlIlXeAGAdjiuZUV575Xy0KuJgzQiHaRD9CmVaBxiQAREdHVR1Zmm43LtXEbGseCtc1BhrSy6bNOqxGg04oQha4qwi8z8PPWtBluf/zqxdFlBq6lNES7GZSVa75FdLGoYKvjr79uwUEZ5mwxEN+FRQoLzQCt5eZwGQP8jLdiK+keVq+VLaGHdPZanWqr6DNO1LeKZrnBRj/DejfBpU23JGJQVBbOCiq3elPth/ZXWwjLWYBTlllIgUqgNlrJ5hcghMH0kG30Pk8/N7/oYVjN5iqjqtWV8wQfO2WMRVq0Y08jAKjKNtCyok0IWOMCMLcRcnrQpo2vYpp9PrJoF5RFm6r/+ZqiddTPMzTWbvnAC6Bc2uBnewFuTqR/rs08F+E3kAYjbaSLrRDHw0YZvMWhAmxlA2k2DNlc4OYfV73t1tf95qvzktk/GgBF1V+gygBMYvj6ckGbGQZuNa2dxrrHMU8tgDkWJVRal1Ul8JXFC1xXwjYuS6jHAI1oF23VwskKNCIiIqoKlESnHdVW4aS5RrefT7SEbvaLeWsDFw6Mk0Kg1XCbOIPAbewzBsUChKwM19Z7KdZ7k5UmoZJFS2gwUrnWboQIAzl1+QLg3vT54GK8es2HYsYOgz1gMHEdQgDNOECnHaEZuSolKd2buyQ16Kc5+ntUvVaGavGwau2wzl4b56u6joUKx5bqW0WtdY/PWjfFxc0E6935qths+Z/pfGebz2WMxdTnqKekKOaxqYmFB/7zrX7u1UUP09ginOkneixsKwLgNMcg0XtWneOWGPhqtumVRcK37gUSoRIIA1kufTDWIi+G3Ge+oq3mhI0BUrN1YCgFhosQpCjDG9+emheBzTyvMd/uKjBscTXFYtVpS1fGjVS1VdpIj3fC4VbSSCGQArmxxaw2PdxEWtlI6qvaDvO8NqCo+ss0MGfY1ggVouI5IaRwgbYFtHWz03SxlVabyddyudygbF3eelFCoES5lME/V6rtpJm2SDN9VVW3MUAj2kXztnD6oI2IiIhomihQiBYVVhYnlxkkmS6q1fKRyrXuICs2febY7E8GF4ESWGyGaMbBcN6aHVZ++c2RlzYTXKoJmeJQFdV0wUhLaKsRlm+uplXbAe7NeT8dDdeqCw/6SQ67RfAiADRiheWFGA0/N064uUBJNnwjnW3zDZ2xmFk5d9Rmr9URYhg21S08AFyL8GY/w8VNN3Nvs1LFZsz0Aedb5SxCuNsXsMVmRBRVktMrBoFi5t5Y5VpjbAHCVq25QrigrhEFwKy5bNpgkOgyUPPPVR8KD9Lth7bbYa0LujNt0J9xnCxmcrnNqRJhsazAzU8cVhD5irPaoM0CJjdbZjc+HFNFe6B/mvtlCNrYst11q5RVCh/AFJVWxiLfdlWbGGsddR+3GwGOLTWGYVuoAKCs4p0M24YbSZMdhPH7bbTFdrbqltZAAVLIsl23GrLlethOOlndtr1FCX4rqf+lpCjbjYHh88UHm4f95z0NAzSiXTSrhdMYgyRx/yPKCjQiIiLaqWoYcLwzepm1bt6aawOtzF0rlhnk2mK92AQ5Lg4lVhbcMgP/ZjzXLqzrDbJi+Lx7s3l+ffK8/Ly14UKDAO2mq97y4ZL0raONEOhMXocpljG4QC0baRH1YZudo6rFbxlsRAGUAqwVyHKNJHPDt9Ns+2/g5p29Vg3Xjkr1WpVSEp2FGJ2FGM+6ZvJyt1VUY20zxfn1BGvdBN1BjjTTyGdVsVn3vdMUI7nKN9zGWBi45+C0BRxeGMiaVtHhx41YudlkMwghXGgdKCxtMZfNz2KrVrP1KiHbXlc+mTlncknp79MwbAuUhLVu+YEL2nTRPlr/2A1nwc1uE6wGbVIMW0d9cGKsLUKZrV931Uond39d6OOvw4eaW4kCOTGnbThXslVuJA2UhDZ2ashWtpamrvL1sEc/wzbSOcIvAFERtrmKxyIGNe4fV1zg5jbT5noYmI7fnl+UkGyxNANwj28YVFqax2b7+Xb0NDdIs+3/Y8heYoBGtItmBWi++gwAGo36snoiIiKiyyHEMKA6OXaZNpV5a+W2UBeyuTdbbjtjnWascGwpRuTnldlhkNAdZMi1LQMEXBqtnZECxby16qZQF7bF4WjllhQCrWLD5zFM/v+S33ZaN4PNf26KN8KzhqHHocJi072p9ttDq7N/dlK9Nv/m0KM1e22c2yoa4ORKgJMr9V0V1lps9lOcWx/g0sboLLZpVWzD1s/pP3kpxmZyFW2G7jFLsV7fBALAPQbjSw+qYVsjCia21tYJlMRCU06tsgSKuWxZZSabbxctnq+DNEea7X0oYIxFYrYOUpT0Sx0k4qAIUpSAMe51nvkgQxtkua19jEaDtul80Oar0fyDqYvQZDj/a+ufzugMryJoq2xG9SHjxhZ1dlKKmqUICq04xMriaFWbEO56q22j5UbSStCWpLqcN3eYWewgbIuGraT+AfSPWa4NdFFF6arbJq/HHeu2Qm/VSlpuww0EAuUWUwRSQiqBfrR1iLrbGKAR7aJ5ArQ4jiG3+BcwIiIiot2mpMRSK6pdEJDlppyzVl1osNnPi8UB9RVfQgDNKMDyQoAocIPL/Ztuv1jA2OkVRNWWz2pLaLsZIApUze0Nt1Wu1txH195qikAtG90mWoQX2tjhG8b6sbUIlUCzESBUEqIYrp3r4RD2/docetSq1zwhBBZbMRZbMVBTxQa41rAL6wnOrw+wtpmim2xdxWaKzZbTbxdlFYt7W2+R5UWYkhmkWYq17vQNk3GoRlpFxz+eN+yUchgET+Ofq37hgd806l83/eLnsR+dbtpY6DJ0nh42KSUQR7JsD4wCCamkq1AqwrU0y5Hmw2qlcfO2ewKViraxRQZ+3tY8W1IBlLPkyuspQrpMu0DXb0ruzVPVFlY3kAZl2OZbyl3YFiBQoqwEG9SEbMOtpG5D6VHoaNxW2FZsI200J+e2aVtUtRWz/PLi47pw3Vogn7Iooded1ei8NxigEe0iP9ssSRJoraHU8H/8OP+MiIiIDqswkFheiLG8MDlvLc0MNgdZzabQfOYbTyUF2k0/CF4UlV6ubay6KXStWx9qRIEctoRWtoS2G9NnXrn2VveGdnx2nL8/WW5GqtdGFx64arpMW2TdGXO5pAvy/IB3bSxyU2xRNPUzp6a5mqrXqgKlcHKlNbWKDQC6/QxnL/VwcTOdaxabtcO2szq+RVRIDIfzwyLL3PE+HLi0WX8+Aq49uLrkoDHWNjpeVTlN9bk6/rob3h9bBtiDYnlGNWQbpHs/l61Ka4u+3nopQKBEGSb51kAXrhdLEHJbqWibHkjPW4lWLkIo5uxZO1yGABQViltchwDKFlfXgjqcGZYXbaiAD2INUNMGP35O1eUH1TbSTnsYtsWRGmmXHwnZsmrQpsvn/1GwkzbSRtNVQYaq2M5btOzmxdy28h8wdvCPGLuFARrRLmo2m+VWkm63i6WlpfIybuAkIiKio0YUA7vjaHKzo2+n3BxpCS3mrRXh2EYvw0bNG00X2EVohAGUcm9WtbZIis2jSbHZ7cKGG2Q/rhGpslptodIe2opnt+H5TZVROD20yHI9JVxzv7LczQOaNZNLSVfNJMuADeUcIcPZa3NrN0Pc1OzgpimXa61xbj3B+bUB1ropeltUsVm4gA0aU1sNfZto2WIIQBuNNHff3081+qkGap6X/vsb0bBNdHzhQTN21ZrzhmxhoBDOOZfNh2yDdDQg3u92QldZ5DftThcGsqzscwPvXTumrw7zraO+tfpygzYpBVTx+FZbD/3G0XnmyvnKKtc+Oryest1Va/d630ZVWxxKxGEwEbZ12hHi5eHstjCQZeVikuVj20eHgVu/COG2aqc9LLZT2Qa4P1tbDYWm2v/31QzQiHaREAKtVgvdbpcBGhEREV3Rqu2UJ5ZH///GV6aNt4R2+xn6xZD1S5sp6maUNSKFY4vFvDXlQoY8NxhkGt2BC7D8nKFza4PRcwLQagS1baHzVmuFgUInUOi0pwVsZmTmWr8M1zL0kxxJZqAN0JtRpSMARJFyA7uLahldbMTb9dlrjRDtuAjVrpDqNU8phVMrLZyaMYutO8hw9mIflzZTbPbT8vk3rYpt2CY6pYqt0iYaSEBI9yDm2iDN3YbRrYITJcVEJdv4AoRAzReyAfPPZUuyyQ2j3TJk25+5bFV+3uC0zbdeFEi0ip9VXPy5IOBmnmXaIM1c66ivUJoWHPnFFNgiWKqGqEUhVBnSDSurZt83t8DBVVP56jg/40+XCxxcWOfnT86a4QcMnzfDyragDNuWWlHZThqFClIIaD26mbi6EKG6KKE/x2bPw8SHbWzhJLoCtNttdLtd9HqjfwIyQCMiIqKrhazMNhuX67FlBoPhptC0Eo7VaTcCdNpROW/NLzOotoR2B+7jr14cfXOlig2gC81goi103oogAMU2w2hqRZA/n7oFB72BqwyxAJIt3rRGgYSQAKxrfdNm+mywacrqtZpqqSu9eg1wIe9CM8JCc3r1VpZrnF8f4Pz6AOvdDL0kQ5Kaqa241TZRl6FMViz5ACaQwm20LTpU0ixHpjHyPJ1GSTG58GDs42mtzHVk5fqwWH+Mb9nuF62hfttlN8nRG2TlFsr97p4rlwFsFbSFEq04RDNW5cITKVwoOtzq6Ga0Zfn0Cq2tQlSvGrQBwxltfq7aINUYbDEkP1CiqGjzmyiLczBu8Ys772FV21bPGy+uWYoQhwqLrRAnOs3ya34ra6bNRCXbYKSV1D0XsiNS1bZXGKAR7bJpiwR8gMYNnERERHQ1C5REpx2hUxNApZmuBGp52RK62c9mvnmUQqDVUGjFAYJADd80Z7oMr7SxWO+lWO9NVr2FgSzDtWpbaLsRbjtICpTEYivCYs2yBsC9Ke4nulK9lo1Us/lqkK1ayUIlymDGFBUy23G1V695YaBwzWob16y2ay83xmKjl+Lc2gCXugk2+xn6iZ46JB8YBjC5tkA2+Tj6KjYlBQIlEShX5qSL6qa8qEb0z/2p567kSOVaY3wBQqSgthGyVVu2p3Fz2WxRyeaer9UZgv3EBS4HMaPKL4rYqpIrDhUWiudx6IO2YkabqyQ0SNNh62iu6yvzthu0CVFdYuACcd/uupVQSTcfLJBu86gs1mQYF+jmuSlb34Fhldb6FtdbVrWNLUWIQ4XjrbAI4ALEoSznWPrrHmkhLTeSDpdiHIXFCNvFAI1ol20VoHGJABEREVG9KFRYDRVWF+vnrQ03hebDttBBBmMtNvs5NvuTb0QDJbDUCtGMgqIayIVNaWbKN/yupTTBpZo5Y3Ho560FIy2hrUZYzsjaDiVnt9sZ48KJuuo1XxFkgaISZPo7VPeG3R1irN3WYgNgzuq1ZlAGbFda9ZonpUBnIUZnxqD/QZrj4maCC+sJ1stZbPNVsU0LSqUAVBGuBUpCCeE2TxqDQZJDG7g5YT2D9RkD7aNizthkJZsL2xrR7LmB49xcNuGqMKeExICb+ec3iw4qIVt34Nq493suW9VWW3gB12YdhwrtpmuT9C3lsgit89wiKSraktwgyy4/aCvbg4UAKksMrC0e6zl+XlEg3ZzHQJbnKyBgYIcBYaaLVnM79g8T9XP9/M8jmrIUYaEZ4linUX7NV0bmRQvp5Ky2vJzZ5z4/GosRAAZoRLvOB2TTAjS2cBIRERFtT3Xe2vHO2Lw1a9Ev5q25QG04e62X5Mi1xVo3w1rNVs04VFhdjBCFCoGUgF9mkLmwzs0mcm+2z9eUcrTiYLgptBlioeHaQ1txsOMKLVm0mrYbUwK2IkwcqV6rLjxI8nKu2szbEUA5AH2b4Rqr14bcczNEMw5x3bGF2mOyXGOjl+H8xgCXNhN0+y44yPLpVTrGAiY3yHIANW2AAu65EirXJhoGbnukMQaZtuV2Ttf+WL/p1otDNTaDbbSSLY5U2aY4L6Uk2k2J9qy5bNaWQ+/9XLYyZEtyDDKN7DLnslXPejvXYwHXwrjFYHsBII6KoC1yCyL8MgQDN78xzY2bMVd8nOstgtU5gzaXs4lh0Ib5FiEARTjYUMXmUVeB56vjTFFlmOa6DNtGBv3PCB4B948Wbk5bMLGJdHUpRiNqIQ6HVW1+O/JgJGjLy9urhm0HvRiBARrRLtuqAo0BGhEREdHukWIYOJ1aGb1MGzMSqA03hQ7fnE3b/NaMAxxbCsttmn7emq+Ey3Vly96l0XlrUsCd08imUBe2xeHlBUhSCLTiAK04wDFMjgbx1Xp11Wv+c2N8aDb9zWglX9t2gMHqtVFhoLC6pLC6VD/KRWuDXpLj0qb7mW0Um2zTXEPr+mUHft6WNvVtosCwii0sfvmNtz4cSVLjQqzideAWe0zyIdHEwoPK5zt5Xksx51y23Iy0i/YTV4HqW55nBZHzPHfL53p5m/PfBwtU5jZODynLoK0IkaNQIpAu9LSwlcfEzWhLM1ehNytoG57BlNsULuD1BYZ+GQIw39ZLf87LC1G5edS3oloLWGOQGYusCNl86+68W1irVW3jyxHajRDHlhpl8OZbkX0L6SDVOHf+4szr3wsM0Ih2mQ/QuESAiIiI6GApKbHUqm81y3JTaQkdbgrd7OflIoB+zSZFIVzl2cpCiDAQZbjmt3N2BzmMtdjoZ7VDz1VlwUK1JbTdDBAF02dPzatarbdac7m1FknZvjpZvdYrljFska+529r6kAlzVa/Fw6o1H7BdidVrnqrMzbvh5GSS5KsON3upazXupuj2MwwyjTyfvlxiWMVWH7AJuOejW4whESoB6beKFkPwk0zD2mFIdHFKm58QGIZr5Ty20bbR7SzrGF6vq2aKQ4XOjONcBZML1AbFc7k7cEGkvx/T5rLN+1wXAiOh8s6Dttm3E0cKreL5HocSSsmyAtBvLk1S1zqa5tOfA9a61/tW9WjTgra5z1m47clLLVfNGwZuvp+Aa0X1ixXSMmjLJ6ra1uaqagtGwrY8mR5Y7hUGaES7jC2cRERERIdfGEgsL8RYHptt5SteypbQ6qbQgavemrbMwIVjrpUrDNy8NVO00VXDqbVufUtdFMhhS2hlS2i7sb2Ni7MIIco3oXVVP/7+V8O1MmAr2kZ9G9VeNFOV1Ws18+iuhs2hdapVhydXJucpl6HoIMN6L8XapluW0U9c2+Cs4EgbCz0jJJECCALpZmsV7Ym+AinVLqxKMlcpVVZkTgnZpBRloNaIxhYeFG2jodp+yAYMt+Muzhg3rU3RJujbRRO3Dbib5MX9mN4iWAZmM570PmTz52+LIf/bbh2dM7SKQ4V2HKKx6Ga0+QoxYCxoy1zQlmlb29o9b9AGDFtH3fe5SlZrgX6i0U9mn7MsFha0myGOLaligYYsr89YC6MtklwjzYYtnaasahsN3nvdjTnOeHcxQCPaZaxAIyIiIjq6qhUvx5Ymlxn0U13TEpqV4dh6L6sd6h4FEssLERpR4KozhIA2Bkmq0R3k5Qa9CxsJLtS0PjYiVVarLVTaQ1vx9obAb+f+j4eLXpbrkXBtvIptWsXT5WL1Wr1qKDqtTdRXSG70U6xtJljvuedwMmMmFzBaxTatSMhXsUVFJVugJASKZR25xiB17X2zwufqdY3PYCsXHhQf7zQoVVKi3ZBT5wu6+2vLYff9NC/nK/o26CRzS0emtdXaOUrTlPTzy9z3GONudzuqVYGz+KCtFYdl5Vaghls8c21cJVvqW9rNFhtm5+vpltUgsQjajLHuz4otWjv9ZtBmHGBlMUYUKCiFsgrPV8hduLT/89AYoBHtsroZaMYYDAYDAAzQiIiIiI4qUakEwvLYMgNji3BndOba5iDDIHXhWLqZom5Okgs+YsSB2/SHYutekml0+zmyYvbaINU4tzYYPScArUZQ2xa6V6FRGCh0FtTUzZQ+rCmr18qwLSs3VO6FeavXWkWodjVUr3m+QmupHeEZxyeXHWhj0E/0sIqtm2Kz70KjWTPG3PfOrmITAmXAFgUSQaAQKMAa971+ppWvlvPVn9MESo5Vr41VskXDmVnbVZ3LtoLpm1ez3BQBmy5at91rv59svSBiWjhVpSQghSxns1U3cm7H9oO2AI24ErQVq3z9QgpfcZjmLkicHrRhrh5XX7EnMNwWrOcIWgEgHfRmXr4XGKAR7TIfoKVpiizLEIZhGZ4BDNCIiIiIrkRSinKO1bhcm7IFdHzmWrl9ruYNrgDQjBWWFxpuy6Kft6bdG9luUfXm32x+9eLoMgPlN3oWCwyqlWs7mUc1r2pYU8fPmKtbcNArqvF22/aq167szaF1lJRYaLoW4mltooNUo1dUZK13U2z2U3SLhRz5jFDIzwjcqoqtESlEgSoq2Vw7ojHF8z3NMUhddVSuDTZ6Bhs1lZ5eFMiyeq0R1yxAiHZeuSmEQBS6tslOe/px/nnuf27dQYZuP0c/yUYCwzraAHqLpkolASUkUORsPnyaJ6AbNxK0bU4/zgdtrjrMDfivVrRpXQRtReuor9ib2kZctI9uxVfsodg6auF+vvuNARrRLovjGFJKGGPQ6/XQ6XTK9k1/GRERERFdPQIl0VmIayu20kyXlWrdYomBbwvVxqKXaPRqZgtJKdCKVVE9pdy8NQtkmWs965YtpW4e1rhQySJMC0aCtXYj3PNqrKAyNL9OWQ1VVq9lIwHbVtU0O7FV9VrLh2pjm0N3cz7dYVZdTjHe2gyMzs7rDjJs9DJs9FJXgZlMb3v0tqpiA9zzpt0IXHgVDOdnaW2Radcq2k/ysloqzetnDXouCJqsXmvGbglCI1Jl2+BODJ/ns++3CwcrlWzlXDbtlgRMmctWhmwzXg5KClfNJt0GBFu0UuZmetvuLNutaGtGlaAtcBVtAhbaWiSZRVLcd791dOoMurJzdP/bNqsYoBHtMiEE2u02NjY20O12RwI0Vp8RERERUVUUKqyGk7OrfMVPt9wOWmkPHWQwxmKzn2OzP9nmFCiJpVaIZhRAqeEyg+H2Tfdm9dJmgks1gVEc+nlrwUhLaKsRQu3ivLVpqtVQdYyxbgh8zQbRXjEQfjffZhuLmW2FUejmavlw7WqrXgPmnZ03rDzc7BcBWz9FL3EBylaFU776bFprnyxaRUdDNhca5drPY3PD7o215QbISzVt1Z6fxdUcW3rQ8NtGL/PxLatEZ8xls8W59v3yg4EL2nuDDP1idlk+JaB0FWnArOBJSvdnhhJuNqOFLQf376SazZ3zDiraihltYSChpIRvHU0ytwxhUMxoy2aEinuNARrRHqgGaMBwoQADNCIiIiKaR7Xi53hnbN6ategP8rINdNgS6sKkXBusdQ3WupOBTxwqrC5GxdY+VzmVa/cGvTvIkBZtV0mmcX598rxacTDcFNoMsdAI0C6WGexXUCS3CB2MtRjUzmDLiyqf2bOVtqusXqtZ/lDOXmtevdVr3latvdpUHrdBho3Koo5BunVoYiyKtkEDoD7s9K2icaTKpQdKShhjkWmDNHOtov00HwmBLk7ZLCoE6jeKVoK3KLy8dmm3JMJtLt1qLltZyZYMQ3e/YTTLTW1IaQyQmi3aRQWglISSrrVWANC22I65RXXhLKM/4+lGgraFCHGkkPT3/7XDAI1oD4wvEmAFGhERERHtFikE2kWIdWpl9DJdVOgMW0KH7aFJJRyr04oDLC5FiEMFKVFU7piyEi7XtgyicGl03poUKOatVTeFurAtDve3CksKUVSC1Qds1Xle/UrlWi/J0Bu4Qfq7Vd8y1+y1q7x6zVNy+LwGJt83+cetWsXmfqUYJBrJHNtfXVt08RyuIeCCvoVGOBKyCSGgtUGmfTWYaz20FugXzyNMCdncYoKiYm1i6YEqN4tebsjm57JNCyiByblsPoDvJ67Ca9q8Mm0BvcXPVxYhW6DEsJrNArkxM+egzaMuaOt1N3Z8fTvFAI1oD7RartHdV54xQCMiIiKi/aCUxFK7vsony01Z0TO+zGAkHBvjqqgCrCyGiJSEkMPB8L6iy1iLjb6rGpo4JynKNtDRTaFuftt+q1b31fEtc+PVa70kR6/v5rFdRhYwYqvqtat99lpV9XFbrbncV2H1KlVsm/1hu2MyR5uoBYr5aab2uQy4QCwKJZYXorJtVanhfLFqq6i7za23SrrKuNElB+XHxee7MZtwnrlsppjL1vchW8/9mdFLciTp9LlsxgImN8hmFHgKAQRSQgUCgRRu02hly2c2Rwh6kBigEe0BVqARERER0WETBhIrizFWFkfbwFxgZEYCtW5ZuZbPDABcOObe5AfKDQnXxgUQfi6ZNhZr3fqB7lEoR5YY+I8PMiCqtsxhcfJyPzB/fINof5CjO0iLQPHyz2Or2WtxKF2Yxuo1AKNVWNPmsFU3wPYrVWz+sZy1TdQzRSXc7IUHopgl2EAjkogCVWwVtdDGtZn6ajq/jXNWpaK/zvF5bI2xltHdeM1IOazgPDblmJG5bIkLzrsDF1S6pQBuXt34T9NvEZ61aFcAUEogULLY8AkICJgiIJ1nXt5eYYBGtAd8BRoDNCIiIiI67FxgpNCIFI51JpcZ9JMcm4N8LFjLKps+M6z3Jt/4R4Es5hUFCKQAinAtyXS5TTPNDC5kCS7UVGA1IzURrC0U89bkPiwzmKY6MH88jASKSig9FrAN3IZF//tuBACuJXf71Wtuc+vVVb3mbbUB1i+oqD5uvmrTV5TNI9cWuZ5edSYAhKF0c80W3Uy2sAi/TNEumeS6aA8dbqh0202nh2xhIEer18Y+bsTBriwCGZnLVvMaAIavg0EZsuXl0ohBkiPJ3fKD8deChf/5acxaMRqo/f8zgAEa0R7wFWhs4SQiIiKio0xU5omdXB5bZlBWzeSVTaHu90GqXSvcZgrUbDlsRArHlmK3zECK8k3zIHWhQ5Yb9FONfqpxbm0wdk7DZQajLaGHo/JKCIEoUIgW5ttI6VtDu4MMG/0U/VRji5nuW5prc2g8rFrzAdvVWr3mbbWgoq691z/nfTA0TzZq4dt3U6z3pp9LHEgstFzoGYV+OyVgirlig8yUM9i0cRVaWT79OgFXudioW3hQfNyIdiegLl8HgZvLdmrKcX7OYj/Jis3CPrDM3c9IG5iaxPkgNnEyQCPaA2zhJCIiIqIrnZRiajVPrkdbQjf7w6DBbwusa4ETAFqNAMvtCGEgIaUolxn4eWuu3c19/NWLo8sMVBGALDTddtCFIlxrN0NElzmofTdttZGy2mroq9Y2ehm6Azcw/3Kzg3L22uaMzaGNoAjYwuHvV3H1GjBfe2+mzejsvOLx6w5yDNJ87uDHVcO5ELmuyhBwVViNKMDqUqN8bKRwrZJ6ZB5bXgSztqhcrG+p9vzGy4ntor51dBdD1kBJLDQlFpohTizXH2OMxSBzAeVmMWvxq0/PVw24mxigEe2BaQGab+0kIiIiIrqSBUqisxCjU1OBlWZ6ZDvoZn+4NbQajo1TUqBVtKOFgYIUgDFAqnW5SdO1lKZY702GA367ot8OWm0LPWwD+bdqNdTGoJ+4SqhuP3ULHHpu/lqSXt6MqLk2h8aVltCrfPZaVbX6sO65DwzD0WoFYneQl9sw020M0s+1nVlpKOAer0YU4NRyVMxJ8xsyLbS2RauoRj/NMSgWZPhtvZc2p9xPuCrS6pKDxkjbaIA43L3AWkqBVhygFbuwEABuWN3/OIsBGtEeqAZo1lpWoBERERERFaJQYTVU5RthzxbD2cfbQbtFBY82Fhv9HBv9yXAtVBJLrQjNWJVhmK+26Q0y9FONLDe4uFlfdeUGvlc3hbqQrdUId2Vm1G5Tcli1g+XJ9xh+lldvkGOjn2K96wK23iBHml9ewLZV9Rpnr802zxy2QVpZTjE2Q2+Qadg5Hz8LbFlxJqUoKs4Uji010AjdwgMIwBoXsg0yX8WWY5BoWKCsjsOU6jgp4JYcTMxkG7aNhoeoKnQeDNCI9oCvNMvzHFmWMUAjIiIiItqCEKKsaDkxPm/NWhci1GwK9UPW3abPyeuNQ4XVxRhxKKGKcM2HAt1BhjQzZcXN+fXBxPf7eWuuJXT4cSsODu2b/+osr/GfJVBskizmd13qpljvJtjsuYAkzc3cAc3k9c43e43Va9NVt2DW8Vtzq9tE/Sy2Xt+FxXobCakxtqyIu7A+rVVUohEpLLYiXLMaIFIKUgHWus2iWa6LkM0FbUmxKbM3cOHfNEqKYh5b/dKD5iELXRmgEe2BKIoQBAHyPMfm5iYGA/cXMQM0IiIiIqLtk0KU1WHjw8i1Nm6RwViw1u1nRfXN9O2JrTjA0lKEKFSQEoCF2xyYunAt17asBMKl0XlrUsCFVCObQl3AFoeHOwySleUQJ5Ynx8z47avrvQxr3QRrm6lbDpG5zYk7LWDbafVauxEcujbbg1LdmjttA2aWm5Fwzc1kc9WcvcQt6diOXBts9s0WraIKzchVsbUarlVUFq8BN49t2LraT92CAF0uIpm+WdTPeRtfeJAn/anfs1cYoBHtASEEWq0W1tfXcf78+fLrDNCIiIiIiHaXUhJL7fqB/FmuRxYYVNtDR8KxMW6QfoCVRbd8QAoBY225PbM7yGAs3OyxmlAhUGJkO+jwYze/7bCrbl+9ZrU+YOslOS5uJLi0MSgWHGRIcgOt7Y4Ctrmq1xphGa6xem26MJDoBBE6U5ZUVGfojS48yNBL8toFH7O4VtFibtqMVtFGsZzgmtUWmpGCkhJCuCvIjdtw6kI2N5Mty83UOW+97sa2znE3MEAj2iPtdhvr6+s4d+4cACCOY0jJfzUhIiIiItovYaCwsjhZqePa4DS6/byyKdRVrflwbNYyg4VmWGkvG7axdYt5Vbm2RUvpZJgQhXJkgYH/+ChVWQkxbBG9/sTCxOXGGGz0M1zcSLC2mWC9l6I3cHPo9A77Q8vqtZqZW9XNodWqNVav1RuZoVfDFPMIq+Gaq2Zzc9j6xbKB7TBmGFifX68/JixaRVuNEMc7DcSRghLFPDZrkeembBU9pyfbrfcaAzSiPeIXCfgAjdVnRERERESHg2uDC9CIAhzrTC4z6Cd5sSk0H2kL7Q38ps8M673JSqkolFhZiNCIAiglAAhoY5Ck2m3IzDTSzOBCluBCTRDUjNREsLZQzFuTh3CZwTRSSnTaMTrtaS2GGmu9FJc2ElzaSLHRTzFI3Sy7neRrc20OZfXa3KQYbr08VnO5tRZpNtomOlx44KrYcr39BzLTBlnf1FZ1ApVW0TjA4kJ9dd1eYoBGtEcYoBERERERHT3V9sWTY5dpY9GrbAettoQOUl1USaUAJivPmrHC6lKMOFQIpIAt2tYGaY5uP0emTbnZ8NzaaHWNEEArdi2goy2hRzMACgOF40tNHF+qX3DQT3Ksd1Nc2kxwaTPBZhE+6h2EMsDOq9e4ObSeEAJxpBBvMYdtfNGB3yjaS9x8wu2qtor2ujUbQ/bYjgK0Bx98EL/wC7+AM2fO4PnPfz7e+c534s4775x6fJIkePvb347/8B/+A5566ilcf/31ePOb34wf+ZEf2fGJEx12fhOnn4HGAI2IiIiI6GhTUmCxFWGxVTdvzbgqqJFNoS5ky7QpNhROzpYSAmhGAZYXIkShhBBFuKb9vLV8ZNj6Vy+ODk9X0s9bC4pNoWG5KTQK5JEL12SlPfTaY+2Ry2wxh647yLHRS3FhI8F6L0Fv4OZlbbetEJizei0eVq35gI3Va7OFgUQY1M8mBFwY3R8P14qZbN0kxyDJd7ysYq9sO0B76KGH8IY3vAEPPvggXvSiF+HXfu3XcPfdd+PTn/40nvnMZ9Z+z/d+7/fiq1/9Kt773vfi2c9+Ns6ePYs8n77KlOhK4CvQukUyzgCNiIiIiOjKFQYSywsxlhcm562luRkL1lx7aLefuaq2KcsMlPStdApBoCCFC3zSXBeVPL6lNMV6b7LqLQxkGa6NzlsLj2RllRACUagQha7y6ZmnFkcu18a4n8sgx3ovwaXNFBu9FP1U76ilEJi9OVQAlUCNs9e2w88SnDaHzRZz2Ca3ibpfg/7+B5fC2u11GN9222144QtfiHe/+93l15773Ofila98JR544IGJ4z/60Y/i+77v+/DFL34Rq6urOzrJ9fV1dDodrK2tYWlpaUfXQbTfnnjiCfyX//Jfys9vvfVWvOxlLzvAMyIiIiIiosPEhwTVVlD3sWtzm/VuPQwk2nGARqwQKAkBV9WTFpVwddVuVXGoys2g1ZbQViOEOkLz1uZVDWS6gwzr3RRrmyk2BxnSTO+oem0rUSDQbkacvbYH1tbWsLy8vK850bYq0NI0xWOPPYY3vvGNI1+/66678KlPfar2ez7ykY/g1ltvxTve8Q78+3//79Fut/Gd3/md+Nmf/dmpFTlJkiBJhunu+vqUFQ1Eh5ivQPNYgUZERERERFVCCDTjAM04wInl0fcLfmthdYmB/7ifuo2Wl/IUqBkFFYcKq4vFvDUlYWGhtcUg0+gOMqSZKWdJ1W1EbMVB2QbqKtdce2grDo5s6FP9WR9bakxcnuUGvcTNtuv2M1fV103RT3JkO61eyy3SjfrZa656zf1cfcDG2WvzO4jn4bYCtHPnzkFrjVOnTo18/dSpU3jqqadqv+eLX/wiPvnJT6LRaODDH/4wzp07h3/6T/8pLly4gPe973213/PAAw/gbW9723ZOjejQ8TPQPAZoREREREQ0LzmjxS3Xpgx6RttCR8OxOq1GgKVmhChUbrOntci0KSvhRlpKL43OW5MCbj7ZyKZQF7bF4dGuqAoDiU5QvznULzboDvJyicR6L8Vm3y2P2MnmUAu4x3BQP94qDATa8bDlltVrB29HSwTGHyhr7dQHzxgDIQR+8zd/E51OBwDwS7/0S/hH/+gf4Vd+5VdqQ4U3velNuP/++8vP19fXccMNN+zkVIkODCvQiIiIiIhoLwRKotOO0KkZ0J7mulxeMGwJzYbhWDEjbJwUAq2GQit289GkEDDF0P5+0fZoLLDRz7DRnxy4X51pNbopNEAYqD35OeyX6mIDYPR9XXWxgVtGkGOzl2Kjn6I30Mj09rdNAkCWW1zKU1zqTs62EwAaUYB2K8BisTGWs9f23rYCtOPHj0MpNVFtdvbs2YmqNO/aa6/FM57xjDI8A9zMNGst/vqv/xrPec5zJr4njmPEcf0qVKKjggEaERERERHttyhQiBbdkP0qay2SrDpvbdge6sIxi81+js3+ZLgWKBeONcvWQgFjrFtmkLhAThuLtW6KtZrAJwrlyHbQsnqtEUAd8bBnfLHBOL/YoFq9ttFL0R3krnptB7dpAfTTHP00xzkMJi4PlGtXXWyEWGhFrF7bJdsK0KIowi233IJHHnkE3/Vd31V+/ZFHHsErXvGK2u950YtehN/+7d/G5uYmFhYWAACf+9znIKXE9ddffxmnTnS4hWGIMAyRZe5fZxigERERERHRQRFCoBEFaEQBjncmq6h6SV5uBy1bQvsZekmOXFus9zKs9yYrz+JQYmUhQiMKoJQAIKCNQZJqdAc5kkwjzQwuZAku1MwCa8aq3A5a3RTaagSQV0DQo6TEYivCYmuyWrBcbDBRvZahn+TId7jZINcWG70MG70MuNAbuUwAiCPlArbm6PIIVq/Ntu0Wzvvvvx/33nsvbr31Vtx+++14z3veg9OnT+O+++4D4Novv/KVr+ADH/gAAOBVr3oVfvZnfxY//MM/jLe97W04d+4cfuqnfgo/8iM/wkCBrnjtdhuXLl0CwACNiIiIiIgOJ1FpUTw5dplr+8zGNoW6kM3NWjNIshTAZOVZM1Y4thQjChUCKWAtkBuLQZqj28+RaYN+otFPNJ5eG62kEgJoxa4FdLQl9MqpohpZbNDZerFBd+DaZ3tF9dpOWACDVGOQ6trlBkoKNCKFdhxgoRVhsTVsyb1Sfu47te0A7Z577sH58+fx9re/HWfOnMHNN9+Mhx9+GDfeeCMA4MyZMzh9+nR5/MLCAh555BG87nWvw6233opjx47he7/3e/FzP/dzu3cviA6paoA2vlSAiIiIiIjosFNSTK2gcrO/srFNoS5cyyvh2DgXjgVYWYgRhqKYt4bie1y7oza2qMrK8NWLo8sMlBRFoBZMVK5FgbxiQp7tLDZwLblpWTVodjZ6rfi5u+s9uzbZHhoGEs1IodUIsdSK0GmHaDejq2JzqLB2J/si9tf6+jo6nQ7W1tawtLR00KdDNLff+q3fwuc+9zkAwFve8hYodbSHZxIREREREW3FWos0N2PBmp+35sKxaVw4FqAZuUBGCMBYIM00eolGL8lmbr0MA1lpCQ1G2kOvlvbEusUG3X6Kzb77PM13mK5tQQogChWakQs2l1ohlhciLDSjXa9eO4icaEdbOIloPr7qLIoihmdERERERHRVEEIgDhXiUOHY0mhrop/7Vd0O6qvY/DKCafPWwsBtH22EAYLAhTHGWCSZQW+QoZ9qZLnBxc0EFzcn2xPjUI1tCg3K+V9KXhlVa8D8iw16IwGbaw/tp/nMgHIWYyvtoTU//0C582pF7ufeaUfoLMZYPCLhJgM0oj3kN3Fy/hkREREREdHo3K8Ty6Pvk4xxywzqKtd8OHZps37eWiNSOLZYzFtTEhauJTTJtKu6ykwxs03j/Ppka2KrEYwtMwjKzaNXSkuot93FBt1+is3i81zvvIkx1xa5dsHdufXJmXehkohD5R6LImBbXWyg1TgcjwEDNKI95CvQOP+MiIiIiIhoNilFWR02LtemrJTarC416LuWRF/5VKfdCLDUihAFClIKWFjkxfds9rNiUYILdnBpdN6aFHALFkZmrbmAJw6vvKH621ls4EO2zX6Kbj9Hf4eLDQDAWiDNDdLcYKM/OfdOSoFQSTQiF7CJvD/lmvYOAzSiPdTpdAAAi4uLB3wmRERERERER1egXPtmpz1ZNZXmGt1ieUG1JdSHY34o/jgpBFoNhVYcIgxksczAzQ9zA/ozGAtsFO2Nk+ckRraDDj8OEAZX5gifnSw28J/ryxi9ZoxFYlwF4Vo3Ra+7cRn3YmcYoBHtoa/7uq/Di1/8YjznOc856FMhIiIiIiK6IkWBQrQ4Oe/LtyMON4Xmw7bQQQZjbbE1dDJcC5TAYitEMwoQKLfZUxuLNHftjb0kR64t1rop1rqTLaVRKMdaQodz19QRmPe1E1K4QLHdCAGMtuf6xRLD1lA3826zqChMs71ZbLCbuIWTiIiIiIiIiK4qvlqqnLfWz9ycr36GXjIZqFXFoUK7oRCHAQIlYAFoY928tX6OJJvdytiM1US41m6GaDUCyCusJXRefrGB3xw6bA91H48HV73uBl71km/gFk4iIiIiIiIior0yUi21MnqZNpV5a2VbqAvb/CICF5JNVp652WEx4kBBSVEsM7AYpDm6/RyZNugnGv1E4+m1yUH6rdi1gI63hTaiK2/eWtU8iw2GwVqOr57b/4o1BmhERERERERERAUlJZZaEZZqwpwsN5WW0OpCgxy5drPT+jUVbC4cC7CyECMMBaRw4VqaGwyKuWFuXptrbxwfoq+kcBVrjWCiLTQKr8x5a151sQHcmHE8Y2X/7zMDNCIiIiIiIiKiOYSBxPJCjOWFyXlraW5GtoNuDvzvOcyMZQZKCrQbAZpRgDCQEAIwFsW8NY1e4pYhrHdTrNfMWwuD6ry1YKQ9NLhC560dBAZoRERERERERESXQQiBOFSIQ4VjS42Ry6y16Kd6ZN5adb6XNhbrvQzrvclNn2Hgto82wgBBICHgWkyTzKA3yNBPNbLc4OJmgoubycT3NyI1tinUtYe2GiGUvHJbQvcCAzQiIiIiIiIioj0ihEArDtCKA2B5dDulKds284m20EERjl3aTFE3b60RKRxbKuatKemWGWiDQebmhaWZwSDVGKQa59cHE9/fagRjywxcuNaMgyt63tpOMUAjIiIiIiIiIjoAUoqpw/Nz7eet5SNVa91+5manFeHYOAEXjnVaEcJymYFFpi0GxeZRbSx6gxy9QQ5cGp235hYsVGatVSrX4vDKXmYwCwM0IiIiIiIiIqJDJlASnXaMTjueuCzN9HDG2ljApmfMW5NSoBUrtBohQiUhhYCxFllu0Ety9AYZjLXY6GfY6E+2lAZKjLWE+o8DhMGVvcyAARoRERERERER0REShQqrocLq4uS8tUGqK9VqedkS2h1kMMYWgdtkuBYoicVWiGYUIFASogjXkky7arUkR64t1rop1mqWGUShLDeDtitbQtuNAOoKWGbAAI2IiIiIiIiI6AoghEAzDtCMAxzvjM1bsxb9ooVzdFOoD8cM1roGa93JyrM4VFhdjBCHAQIl3Lw1Y5GkGt1BjiTTSDODC1mCCxuTywyakRprCXW/t+IA8ogsM2CARkRERERERER0hXOzzVx4dWpl9DJtzOgig0q4lmS6/FW3zKAVBzjWccsMfBiWa4tBmqPbz5Fpg36q0U81zq2NLjMQAmjFrgV0tCU0RCM6XPPWGKAREREREREREV3FlJRYakVYqllmkOVmYomBbwvNtXWz05KaeWsCaMYBVhZjhIGEFIC1cIFa4ma06XILaYavXhxdZqCkn7dWWWhQBGwHgQEaERERERERERHVCgOJlcUYK4ujywystUgyMxKoVdtCjZ2+zMCFY67VNKzMW0vz4bw1bSzWeynWe5NVb1nS3bP7Ow0DNCIiIiIiIiIi2hYhBBqRQiNSONaZXGbQT3JsDvJhS2hRxeYrz9Z7GdZ7k/PWokBiuR0h9ssMUMxbyzR6gwz9VCPLzT7dyyEGaEREREREREREtGuEEGg1QrQaIbA8tsygbNvMR4K1zX6GQaqR5gbpZoq6eWuNSOHYUoylWO/TPRligEZERERERERERPtCSoHFVoTFmnlrufYtofnEvLUsNxikGoNUo9ft7ft5M0AjIiIiIiIiIqIDFyiJzkKMzkI8cVma6TJM++rZ/d/OyQCNiIiIiIiIiIgOtShUWA0VVhcbWG7Yfb99ue+3SEREREREREREdIQwQCMiIiIiIiIiIpqBARoREREREREREdEMDNCIiIiIiIiIiIhmYIBGREREREREREQ0AwM0IiIiIiIiIiKiGRigERERERERERERzcAAjYiIiIiIiIiIaAYGaERERERERERERDMwQCMiIiIiIiIiIpqBARoREREREREREdEMDNCIiIiIiIiIiIhmYIBGREREREREREQ0AwM0IiIiIiIiIiKiGRigERERERERERERzcAAjYiIiIiIiIiIaAYGaERERERERERERDMwQCMiIiIiIiIiIpqBARoREREREREREdEMDNCIiIiIiIiIiIhmYIBGREREREREREQ0AwM0IiIiIiIiIiKiGRigERERERERERERzcAAjYiIiIiIiIiIaAYGaERERERERERERDMwQCMiIiIiIiIiIpqBARoREREREREREdEMDNCIiIiIiIiIiIhmYIBGREREREREREQ0AwM0IiIiIiIiIiKiGRigERERERERERERzcAAjYiIiIiIiIiIaIYdBWgPPvggbrrpJjQaDdxyyy34xCc+Mdf3/c//+T8RBAH+9t/+2zu5WSIiIiIiIiIion237QDtoYcewhve8Aa8+c1vxuOPP44777wTd999N06fPj3z+9bW1vDqV78a3/7t377jkyUiIiIiIiIiItpvwlprt/MNt912G174whfi3e9+d/m15z73uXjlK1+JBx54YOr3fd/3fR+e85znQCmF3/3d38UTTzwx922ur6+j0+lgbW0NS0tL2zldIiIiIiIiIiK6ghxETrStCrQ0TfHYY4/hrrvuGvn6XXfdhU996lNTv+/9738//vIv/xJvfetbd3aWREREREREREREByTYzsHnzp2D1hqnTp0a+fqpU6fw1FNP1X7P5z//ebzxjW/EJz7xCQTBfDeXJAmSJCk/X19f385pEhERERERERER7ZodLREQQox8bq2d+BoAaK3xqle9Cm9729vwtV/7tXNf/wMPPIBOp1P+uuGGG3ZymkRERERERERERJdtWwHa8ePHoZSaqDY7e/bsRFUaAGxsbOB//a//hde+9rUIggBBEODtb387/uzP/gxBEOBjH/tY7e286U1vwtraWvnry1/+8nZOk4iIiIiIiIiIaNdsq4UziiLccssteOSRR/Bd3/Vd5dcfeeQRvOIVr5g4fmlpCU8++eTI1x588EF87GMfw+/8zu/gpptuqr2dOI4Rx/F2To2IiIiIiIiIiGhPbCtAA4D7778f9957L2699VbcfvvteM973oPTp0/jvvvuA+Cqx77yla/gAx/4AKSUuPnmm0e+/+TJk2g0GhNfJyIiIiIiIiIiOoy2HaDdc889OH/+PN7+9rfjzJkzuPnmm/Hwww/jxhtvBACcOXMGp0+f3vUTJSIiIiIiIiIiOgjCWmsP+iS2sr6+jk6ng7W1NSwtLR306RARERERERER0QE5iJxoR1s4iYiIiIiIiIiIrhYM0IiIiIiIiIiIiGZggEZERERERERERDQDAzQiIiIiIiIiIqIZGKARERERERERERHNwACNiIiIiIiIiIhoBgZoREREREREREREMzBAIyIiIiIiIiIimoEBGhERERERERER0QwM0IiIiIiIiIiIiGZggEZERERERERERDQDAzQiIiIiIiIiIqIZGKARERERERERERHNwACNiIiIiIiIiIhoBgZoREREREREREREMzBAIyIiIiIiIiIimoEBGhERERERERER0QwM0IiIiIiIiIiIiGZggEZERERERERERDQDAzQiIiIiIiIiIqIZGKARERERERERERHNwACNiIiIiIiIiIhoBgZoREREREREREREMzBAIyIiIiIiIiIimoEBGhERERERERER0QwM0IiIiIiIiIiIiGZggEZERERERERERDQDAzQiIiIiIiIiIqIZGKARERERERERERHNwACNiIiIiIiIiIhoBgZoREREREREREREMzBAIyIiIiIiIiIimoEBGhERERERERER0QwM0IiIiIiIiIiIiGZggEZERERERERERDQDAzQiIiIiIiIiIqIZGKARERERERERERHNwACNiIiIiIiIiIhoBgZoREREREREREREMzBAIyIiIiIiIiIimoEBGhERERERERER0QwM0IiIiIiIiIiIiGZggEZERERERERERDQDAzQiIiIiIiIiIqIZGKARERERERERERHNwACNiIiIiIiIiIhoBgZoREREREREREREMzBAIyIiIiIiIiIimoEBGhERERERERER0QwM0IiIiIiIiIiIiGZggEZERERERERERDQDAzQiIiIiIiIiIqIZGKARERERERERERHNwACNiIiIiIiIiIhoBgZoREREREREREREMzBAIyIiIiIiIiIimmFHAdqDDz6Im266CY1GA7fccgs+8YlPTD32Qx/6EF784hfjxIkTWFpawu23347f//3f3/EJExERERERERER7adtB2gPPfQQ3vCGN+DNb34zHn/8cdx55524++67cfr06drj/8f/+B948YtfjIcffhiPPfYY/v7f//t4+ctfjscff/yyT56IiIiIiIiIiGivCWut3c433HbbbXjhC1+Id7/73eXXnvvc5+KVr3wlHnjggbmu4/nPfz7uuece/PRP//Rcx6+vr6PT6WBtbQ1LS0vbOV0iIiIiIiIiIrqCHEROtK0KtDRN8dhjj+Guu+4a+fpdd92FT33qU3NdhzEGGxsbWF1dnXpMkiRYX18f+UVERERERERERHQQthWgnTt3DlprnDp1auTrp06dwlNPPTXXdfzrf/2v0e128b3f+71Tj3nggQfQ6XTKXzfccMN2TpOIiIiIiIiIiGjX7GiJgBBi5HNr7cTX6vzWb/0WfuZnfgYPPfQQTp48OfW4N73pTVhbWyt/ffnLX97JaRIREREREREREV22YDsHHz9+HEqpiWqzs2fPTlSljXvooYfwoz/6o/jt3/5t/IN/8A9mHhvHMeI43s6pERERERERERER7YltVaBFUYRbbrkFjzzyyMjXH3nkEdxxxx1Tv++3fuu38EM/9EP4j//xP+JlL3vZzs6UiIiIiIiIiIjoAGyrAg0A7r//ftx777249dZbcfvtt+M973kPTp8+jfvuuw+Aa7/8yle+gg984AMAXHj26le/Gv/m3/wbfNM3fVNZvdZsNtHpdHbxrhAREREREREREe2+bQdo99xzD86fP4+3v/3tOHPmDG6++WY8/PDDuPHGGwEAZ86cwenTp8vjf+3Xfg15nuMnfuIn8BM/8RPl13/wB38Qv/Ebv3H594CIiIiIiIiIiGgPCWutPeiT2Mr6+jo6nQ7W1tawtLR00KdDREREREREREQH5CByoh1t4SQiIiIiIiIiIrpaMEAjIiIiIiIiIiKagQEaERERERERERHRDAzQiIiIiIiIiIiIZmCARkRERERERERENAMDNCIiIiIiIiIiohkYoBEREREREREREc0QHPQJbEe324VS6qBPg4iIiIiIiIiIDki329332zxSAdp111130KdARERERERERERXGbZwEhERERERERERzXCkKtD+5m/+BktLSwd9GkREREREREREdEDW19f3vUvxSAVo7XYb7Xb7oE+DiIiIiIiIiIgOiNZ632+TLZxEREREREREREQzMEAjIiIiIiIiIiKagQEaERERERERERHRDAzQiIiIiIiIiIiIZmCARkRERERERERENAMDNCIiIiIiIiIiohkYoBEREREREREREc3AAI2IiIiIiIiIiGgGBmhEREREREREREQzMEAjIiIiIiIiIiKagQEaERERERERERHRDAzQiIiIiIiIiIiIZmCARkRERERERERENAMDNCIiIiIiIiIiohkYoBEREREREREREc3AAI2IiIiIiIiIiGgGBmhEREREREREREQzMEAjIiIiIiIiIiKagQEaERERERERERHRDAzQiIiIiIiIiIiIZmCARkRERERERERENAMDNCIiIiIiIiIiohkYoBEREREREREREc3AAI2IiIiIiIiIiGgGBmhEREREREREREQzMEAjIiIiIiIiIiKagQEaERERERERERHRDAzQiIiIiIiIiIiIZmCARkRERERERERENAMDNCIiIiIiIiIiohkYoBEREREREREREc3AAI2IiIiIiIiIiGgGBmhEREREREREREQzMEAjIiIiIiIiIiKagQEaERERERERERHRDAzQiIiIiIiIiIiIZmCARkRERERERERENAMDNCIiIiIiIiIiohkYoBEREREREREREc3AAI2IiIiIiIiIiGgGBmhEREREREREREQzMEAjIiIiIiIiIiKagQEaERERERERERHRDDsK0B588EHcdNNNaDQauOWWW/CJT3xi5vEf//jHccstt6DRaOBv/a2/hV/91V/d0ckSERERERERERHtt20HaA899BDe8IY34M1vfjMef/xx3Hnnnbj77rtx+vTp2uO/9KUv4R/+w3+IO++8E48//jj+5b/8l3j961+P//yf//NlnzwREREREREREdFeE9Zau51vuO222/DCF74Q7373u8uvPfe5z8UrX/lKPPDAAxPH/4t/8S/wkY98BJ/5zGfKr9133334sz/7Mzz66KNz3eb6+jo6nQ7W1tawtLS0ndMlIiIiIiIiIqIryEHkRMF2Dk7TFI899hje+MY3jnz9rrvuwqc+9ana73n00Udx1113jXztJS95Cd773vciyzKEYTjxPUmSIEmS8vO1tTUA7gdERERERERERERXL58PbbMm7LJsK0A7d+4ctNY4derUyNdPnTqFp556qvZ7nnrqqdrj8zzHuXPncO211058zwMPPIC3ve1tE1+/4YYbtnO6RERERERERER0hTp//jw6nc6+3Na2AjRPCDHyubV24mtbHV/3de9Nb3oT7r///vJzYwwuXLiAY8eOzbwdoqNqfX0dN9xwA7785S+zTZmuenw9EDl8LRAN8fVA5PC1QOSsra3hmc98JlZXV/ftNrcVoB0/fhxKqYlqs7Nnz05UmXnXXHNN7fFBEODYsWO13xPHMeI4Hvna8vLydk6V6EhaWlriX4REBb4eiBy+FoiG+HogcvhaIHKk3PZuzJ3f1nYOjqIIt9xyCx555JGRrz/yyCO44447ar/n9ttvnzj+v/7X/4pbb721dv4ZERERERERERHRYbLtqO7+++/Hr//6r+N973sfPvOZz+Anf/Incfr0adx3330AXPvlq1/96vL4++67D3/1V3+F+++/H5/5zGfwvve9D+9973vxz//5P9+9e0FERERERERERLRHtj0D7Z577sH58+fx9re/HWfOnMHNN9+Mhx9+GDfeeCMA4MyZMzh9+nR5/E033YSHH34YP/mTP4lf+ZVfwXXXXYd/+2//Lb7ne75n9+4F0REXxzHe+ta3TrQuE12N+HogcvhaIBri64HI4WuByDmI14Kw+7nzk4iIiIiIiIiI6IjZv2lrRERERERERERERxADNCIiIiIiIiIiohkYoBEREREREREREc3AAI2IiIiIiIiIiGgGBmhEu+SBBx7A3/k7fweLi4s4efIkXvnKV+Kzn/3syDHWWvzMz/wMrrvuOjSbTXzrt34r/u///b8jxyRJgte97nU4fvw42u02vvM7vxN//dd/PXLMxYsXce+996LT6aDT6eDee+/FpUuX9vouEs1lN14LFy5cwOte9zp83dd9HVqtFp75zGfi9a9/PdbW1kauh68FOsx26++F6rF33303hBD43d/93ZHL+Fqgw243Xw+PPvoovu3bvg3tdhvLy8v41m/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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot projected linear model and bootstraps to indicate when these trends predict \"ice free\" conditions\n", + "\n", + "fig, ax = plt.subplots(5, 1, figsize=(15,25))\n", + "fig.suptitle('Projected Percent Area of Sea Ice Coverage', y=0.911)\n", + "\n", + "ax[0].plot(x_proj, arctic_linbs_proj, color='lightsteelblue')\n", + "ax[0].plot(x_proj, arctic_lin_proj, color='blue')\n", + "#ax[0].plot(x_proj, arctic_poly_proj, color='red')\n", + "ax[0].plot(data['year'], data['arctic'], color='gray')\n", + "ax[0].axhline(y=0.15, color='black')\n", + "ax[0].set_xlim(1981,2100)\n", + "ax[0].set_ylim(0,1)\n", + "ax[0].set_title('Arctic Ocean')\n", + "\n", + "ax[1].plot(x_proj, nsr_linbs_proj, color='lightsteelblue')\n", + "ax[1].plot(x_proj, nsr_lin_proj, color='blue')\n", + "ax[1].plot(data['year'], data['nsr'], color='gray')\n", + "ax[1].axhline(y=0.15, color='black')\n", + "ax[1].set_xlim(1981,2100)\n", + "ax[1].set_ylim(0,1)\n", + "ax[1].set_title('Northern Sea Route')\n", + "\n", + "ax[2].plot(x_proj, nsrts_linbs_proj, color='lightsteelblue')\n", + "ax[2].plot(x_proj, nsrts_lin_proj, color='blue')\n", + "ax[2].plot(data['year'], data['nsr_spot'], color='gray')\n", + "ax[2].axhline(y=0.15, color='black')\n", + "ax[2].set_xlim(1981,2100)\n", + "ax[2].set_ylim(0,1)\n", + "ax[2].set_title('Northern Sea Route Trouble Spot')\n", + "\n", + "ax[3].plot(x_proj, nwp_linbs_proj, color='lightsteelblue', alpha=0.1)\n", + "ax[3].plot(x_proj, nwp_lin_proj, color='blue')\n", + "ax[3].plot(data['year'], data['nwp'], color='gray')\n", + "ax[3].axhline(y=0.15, color='black')\n", + "ax[3].set_xlim(1981,2100)\n", + "ax[3].set_ylim(0,1)\n", + "ax[3].set_title('NorthWest Passage')\n", + "\n", + "ax[4].plot(x_proj, nwpts_linbs_proj, color='lightsteelblue')\n", + "ax[4].plot(x_proj, nwpts_lin_proj, color='blue')\n", + "ax[4].plot(data['year'], data['nwp_spot'], color='gray')\n", + "ax[4].axhline(y=0.15, color='black')\n", + "ax[4].set_xlim(1981,2100)\n", + "ax[4].set_ylim(0,1)\n", + "ax[4].set_title('NorthWest Passage Trouble Spot')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Capstone", + "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": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Trouble_Spot_Analysis.ipynb b/Trouble_Spot_Analysis.ipynb new file mode 100644 index 0000000..ce7ce6d --- /dev/null +++ b/Trouble_Spot_Analysis.ipynb @@ -0,0 +1,1308 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n", + "Intel MKL WARNING: Support of Intel(R) Streaming SIMD Extensions 4.2 (Intel(R) SSE4.2) enabled only processors has been deprecated. Intel oneAPI Math Kernel Library 2025.0 will require Intel(R) Advanced Vector Extensions (Intel(R) AVX) instructions.\n" + ] + } + ], + "source": [ + "import xarray as xr\n", + "import pandas as pd\n", + "import numpy as np\n", + "\n", + "import matplotlib.pyplot as plt\n", + "import cartopy.geodesic as geo\n", + "import cartopy.crs as ccrs # for projection" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/shelbyfatcheric/anaconda3/envs/Capstone/lib/python3.11/site-packages/xarray/coding/times.py:724: SerializationWarning: Unable to decode time axis into full numpy.datetime64 objects, continuing using cftime.datetime objects instead, reason: dates out of range\n", + " dtype = _decode_cf_datetime_dtype(data, units, calendar, self.use_cftime)\n", + "/Users/shelbyfatcheric/anaconda3/envs/Capstone/lib/python3.11/site-packages/xarray/core/indexing.py:557: SerializationWarning: Unable to decode time axis into full numpy.datetime64 objects, continuing using cftime.datetime objects instead, reason: dates out of range\n", + " array = array.get_duck_array()\n" + ] + }, + { + "data": { + "text/html": [ + "
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<xarray.Dataset>\n",
+       "Dimensions:             (lat: 96, lon: 1440, nbnds: 2)\n",
+       "Coordinates:\n",
+       "  * lat                 (lat) float32 66.12 66.38 66.62 ... 89.38 89.62 89.88\n",
+       "  * lon                 (lon) float32 0.125 0.375 0.625 ... 359.4 359.6 359.9\n",
+       "    time                object 0001-09-01 00:00:00\n",
+       "Dimensions without coordinates: nbnds\n",
+       "Data variables:\n",
+       "    climatology_bounds  (nbnds) datetime64[ns] dask.array<chunksize=(2,), meta=np.ndarray>\n",
+       "    icec                (lat, lon) float32 dask.array<chunksize=(96, 1440), meta=np.ndarray>\n",
+       "    valid_yr_count      (lat, lon) float32 dask.array<chunksize=(96, 1440), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    Conventions:                    CF-1.5\n",
+       "    title:                          NOAA/NCEI 1/4 Degree Daily Optimum Interp...\n",
+       "    institution:                    NOAA/National Centers for Environmental I...\n",
+       "    source:                         NOAA/NCEI https://www.ncei.noaa.gov/data/...\n",
+       "    References:                     https://www.psl.noaa.gov/data/gridded/dat...\n",
+       "    dataset_title:                  NOAA Daily Optimum Interpolation Sea Surf...\n",
+       "    version:                        Version 2.1\n",
+       "    comment:                        Reynolds, et al.(2007) Daily High-Resolut...\n",
+       "    not_missing_threshold_percent:  minimum 3% values input to have non-missi...\n",
+       "    _NCProperties:                  version=2,netcdf=4.7.0,hdf5=1.10.5,
" + ], + "text/plain": [ + "\n", + "Dimensions: (lat: 96, lon: 1440, nbnds: 2)\n", + "Coordinates:\n", + " * lat (lat) float32 66.12 66.38 66.62 ... 89.38 89.62 89.88\n", + " * lon (lon) float32 0.125 0.375 0.625 ... 359.4 359.6 359.9\n", + " time object 0001-09-01 00:00:00\n", + "Dimensions without coordinates: nbnds\n", + "Data variables:\n", + " climatology_bounds (nbnds) datetime64[ns] dask.array\n", + " icec (lat, lon) float32 dask.array\n", + " valid_yr_count (lat, lon) float32 dask.array\n", + "Attributes:\n", + " Conventions: CF-1.5\n", + " title: NOAA/NCEI 1/4 Degree Daily Optimum Interp...\n", + " institution: NOAA/National Centers for Environmental I...\n", + " source: NOAA/NCEI https://www.ncei.noaa.gov/data/...\n", + " References: https://www.psl.noaa.gov/data/gridded/dat...\n", + " dataset_title: NOAA Daily Optimum Interpolation Sea Surf...\n", + " version: Version 2.1\n", + " comment: Reynolds, et al.(2007) Daily High-Resolut...\n", + " not_missing_threshold_percent: minimum 3% values input to have non-missi...\n", + " _NCProperties: version=2,netcdf=4.7.0,hdf5=1.10.5," + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ltm = xr.open_dataset('http://psl.noaa.gov/thredds/dodsC/Datasets/noaa.oisst.v2.highres/icec.mon.ltm.1991-2020.nc', \n", + " chunks={'time':'500MB'})\n", + "\n", + "ltm = ltm.sel(lat=slice(66,90),lon=slice(0,360))\n", + "ltm.isel(time=8)" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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NameShape_Lenggeometrynumbers
0Northwest Passage7689.630315LINESTRING (-168.83320 59.34944, -167.33377 62...1
1Northern Sea Route7576.681873MULTILINESTRING ((180.00000 70.32357, 179.0842...2
2Transpolar7137.175384LINESTRING (-169.78554 60.27749, -168.41041 62...3
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" + ], + "text/plain": [ + " Name Shape_Leng \\\n", + "0 Northwest Passage 7689.630315 \n", + "1 Northern Sea Route 7576.681873 \n", + "2 Transpolar 7137.175384 \n", + "\n", + " geometry numbers \n", + "0 LINESTRING (-168.83320 59.34944, -167.33377 62... 1 \n", + "1 MULTILINESTRING ((180.00000 70.32357, 179.0842... 2 \n", + "2 LINESTRING (-169.78554 60.27749, -168.41041 62... 3 " + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import geopandas as gpd\n", + "sea_routes = gpd.read_file('Sea Routes.geojson')\n", + "sea_routes = sea_routes.drop(columns=['Id','OBJECTID'])\n", + "sea_routes['numbers'] = [1,2,3]\n", + "sea_routes" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "metadata": {}, + "outputs": [], + "source": [ + "#Reproject data onto North Pole Azimuthal Equidistant CRS for accurate plotting: https://gis.stackexchange.com/questions/387091/how-to-plot-coordinate-system-from-epsg-4326-on-north-pole-centered-map-in-pytho\n", + "sea_routes_reproj = sea_routes.to_crs('+proj=aeqd +lat_0=90')" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": {}, + "outputs": [], + "source": [ + "#Create variables with different levels of sea ice concentration for use identifying route trouble spots\n", + "ltm15 = ltm.where(ltm['icec']>0.15)\n", + "ltm25 = ltm.where(ltm['icec']>0.25)\n", + "ltm35 = ltm.where(ltm['icec']>0.35)\n", + "ltm45 = ltm.where(ltm['icec']>0.45)" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'Sep LTM ICEC >45%')" + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Identify trouble spots by plotting the LTM at different concentrations to see where the most prolific ice areas are.\n", + "proj = ccrs.NorthPolarStereo()\n", + "trans = ccrs.PlateCarree()\n", + "\n", + "fig, ax = plt.subplots(2, 2, figsize=(10,10), subplot_kw=dict(projection=proj))\n", + "\n", + "fill = ltm15.isel(time=8)['icec'].plot(ax=ax[0,0],transform=trans,cmap='Blues_r', add_colorbar=False)\n", + "sea_routes_reproj.plot(ax=ax[0,0],color='red')\n", + "\n", + "gl1 = ax[0,0].gridlines(draw_labels=True)\n", + "gl1.top_labels = False\n", + "gl1.right_labels = False\n", + "ax[0,0].coastlines()\n", + "cb1 = plt.colorbar(fill, orientation='horizontal', shrink=0.7)\n", + "cb1.set_label('% ICEC', fontsize=12)\n", + "ax[0,0].set_title('Sep LTM ICEC >15%', fontsize=10)\n", + "\n", + "fill = ltm25.isel(time=8)['icec'].plot(ax=ax[0,1],transform=trans,cmap='Blues_r', add_colorbar=False)\n", + "sea_routes_reproj.plot(ax=ax[0,1],color='red')\n", + "\n", + "gl2 = ax[0,1].gridlines(draw_labels=True)\n", + "gl2.top_labels = False\n", + "gl2.right_labels = False\n", + "ax[0,1].coastlines()\n", + "cb2 = plt.colorbar(fill, orientation='horizontal', shrink=0.7)\n", + "cb2.set_label('% ICEC', fontsize=12)\n", + "ax[0,1].set_title('Sep LTM ICEC >25%', fontsize=10)\n", + "\n", + "fill = ltm35.isel(time=8)['icec'].plot(ax=ax[1,0],transform=trans,cmap='Blues_r', add_colorbar=False)\n", + "sea_routes_reproj.plot(ax=ax[1,0],color='red')\n", + "\n", + "gl3 = ax[1,0].gridlines(draw_labels=True)\n", + "gl3.top_labels = False\n", + "gl3.right_labels = False\n", + "ax[1,0].coastlines()\n", + "cb3 = plt.colorbar(fill, orientation='horizontal', shrink=0.7)\n", + "cb3.set_label('% ICEC', fontsize=12)\n", + "ax[1,0].set_title('Sep LTM ICEC >35%', fontsize=10)\n", + "\n", + "fill = ltm45.isel(time=8)['icec'].plot(ax=ax[1,1],transform=trans,cmap='Blues_r', add_colorbar=False)\n", + "sea_routes_reproj.plot(ax=ax[1,1],color='red')\n", + "\n", + "gl4 = ax[1,1].gridlines(draw_labels=True)\n", + "gl4.top_labels = False\n", + "gl4.right_labels = False\n", + "ax[1,1].coastlines()\n", + "cb4 = plt.colorbar(fill, orientation='horizontal', shrink=0.7)\n", + "cb4.set_label('% ICEC', fontsize=12)\n", + "ax[1,1].set_title('Sep LTM ICEC >45%', fontsize=10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "NSR Ice Spot: 77-78 Lat, 92-115 Lon // \n", + "NWP Ice Spot: 73-75 Lat, 240-268 Lon" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Open datasets and keep only data associated with above identified trouble spots.\n", + "nsr_data = xr.open_dataset('nsr_data.nc', decode_times=True)\n", + "nsr_data = nsr_data.where(nsr_data.time.dt.month.isin(9), drop=True)\n", + "nsr_data = nsr_data.sel(lat=slice(77,78), lon=slice(92,115))\n", + "\n", + "nwp_data = xr.open_dataset('nwp_data.nc', decode_times=True)\n", + "nwp_data = nwp_data.where(nwp_data.time.dt.month.isin(9), drop=True)\n", + "nwp_data = nwp_data.sel(lat=slice(73,75), lon=slice(240,268))" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "import shapely.geometry as sg\n", + "\n", + "def trouble_spot_length(data):\n", + "### Calculate the geodesic length of a linear geometry given spatial data ###\n", + " \n", + " data = data.isel(time=0)\n", + "\n", + " condition = data['icec'].where(data['icec'].notnull())\n", + " indexes = np.argwhere(np.array(condition.notnull()))\n", + "\n", + " points = []\n", + " \n", + " for i in range(len(indexes)):\n", + "\n", + " lat_index = indexes[i][0]\n", + " lon_index = indexes[i][1]\n", + "\n", + " lat_val = float(data.isel(lat=lat_index).lat.values)\n", + " lon_val = float(data.isel(lon=lon_index).lon.values)\n", + "\n", + " point = [lon_val,lat_val]\n", + " \n", + " if point not in points:\n", + " points.append(point)\n", + "\n", + " points.sort()\n", + "\n", + " line = sg.LineString(points)\n", + " line_gdf = gpd.GeoDataFrame(geometry=[line])\n", + " line_gdf = line_gdf.set_crs('EPSG:4326') #set CRS to WGS84 for geodesic calculations\n", + "\n", + " ellipsoid = geo.Geodesic() #defaults to WGS84 radius/flattening values\n", + " \n", + " t_spot = line_gdf['geometry'][0]\n", + " t_spot_leng = ellipsoid.geometry_length(t_spot)/1000\n", + "\n", + " return t_spot_leng" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "metadata": {}, + "outputs": [], + "source": [ + "def perc_cover(dataset, route_length):\n", + "### Calculate percent ice cover of linear sea route during September of each year ###\n", + "\n", + " perc_cover = []\n", + "\n", + " for i in range(len(dataset['time'])): \n", + " \n", + " data = dataset.isel(time=i)\n", + " data = data.where(data['icec']>0.15, drop=True)\n", + "\n", + " condition = data['icec'].where(data['icec'].notnull())\n", + " indexes = np.argwhere(np.array(condition.notnull()))\n", + "\n", + " points = []\n", + " \n", + " for i in range(len(indexes)):\n", + "\n", + " lat_index = indexes[i][0]\n", + " lon_index = indexes[i][1]\n", + "\n", + " lat_val = float(data.isel(lat=lat_index).lat.values)\n", + " lon_val = float(data.isel(lon=lon_index).lon.values)\n", + "\n", + " point = [lon_val,lat_val]\n", + " \n", + " if point not in points:\n", + " points.append(point)\n", + "\n", + " points.sort()\n", + "\n", + " ice_line = sg.LineString(points)\n", + " ice_line_gdf = gpd.GeoDataFrame(geometry=[ice_line])\n", + " ice_line_gdf = ice_line_gdf.set_crs('EPSG:4326')\n", + "\n", + " ellipsoid = geo.Geodesic() #defaults to WGS84 radius/flattening values\n", + " \n", + " object = ice_line_gdf['geometry'][0]\n", + " ice_cover = ellipsoid.geometry_length(object)/1000\n", + " \n", + " perc = ice_cover/route_length\n", + "\n", + " perc_cover.append(perc) #THIS IS THE GOAL VALUE\n", + "\n", + " return perc_cover" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "metadata": {}, + "outputs": [], + "source": [ + "nsr_ts = trouble_spot_length(nsr_data)\n", + "nwp_ts = trouble_spot_length(nwp_data)" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "metadata": {}, + "outputs": [], + "source": [ + "nsr_perc_cover = perc_cover(nsr_data, nsr_ts)\n", + "nwp_perc_cover = perc_cover(nwp_data, nwp_ts)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "metadata": {}, + "outputs": [], + "source": [ + "# period of interest\n", + "years = np.arange(1981, 2024)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Calculate best fit trends for linear and 2nd order polynomial functions\n", + "nsr_trend1 = np.polyfit(years, nsr_perc_cover, 1)\n", + "nsr_trend2 = np.polyfit(years, nsr_perc_cover, 2)\n", + "nsr_trendline1 = np.poly1d(nsr_trend1)\n", + "nsr_trendline2 = np.poly1d(nsr_trend2)\n", + "\n", + "nwp_trend1 = np.polyfit(years, nwp_perc_cover, 1)\n", + "nwp_trend2 = np.polyfit(years, nwp_perc_cover, 2)\n", + "nwp_trendline1 = np.poly1d(nwp_trend1)\n", + "nwp_trendline2 = np.poly1d(nwp_trend2)" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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fZFixYgUxNjaWeb2EELJ582YCgBXImH1q2LBhMsLGli1bCADy0EMPyTz/tddeIwBIbW0tu8zNzY1wOBxy69YtmXWnT59OTE1NSWNjIyGkd98TAMTMzIxUVVV1eW3yOHbsGLG2tmY/BysrK/L444+zwgRDX7+rIpGItLe3k7179xIej/fAuOQJX56ensTT01Pmu9uZmTNnEmdnZ5n3lxBCXn75ZaKvr9/tuC+++CIBQNLS0rqNjeHJJ58kQqGQ5OXlySyfPXs2MTQ0JDU1NYQQQv7++28CgJw+fZpdp6Ojgzg6OpJHH32UXdbbfc7T07NboZgZp729nTz33HNk+PDh7PJjx44RAGTbtm0y669fv76LGNSf97SiooIIBALy7rvvyixftGgRsbOzI+3t7ey2zM3Nu30tfaUvwlfn48zChQsJAPL555/LLA8JCSEjRoxg/+/NMZVCoVAGO7TUkUKhULQQgUCAjz/+GHFxcfj9998Vrrds2TIUFBTgl19+wauvvgoXFxfs27cP4eHh2LRpU5f1n3jiCfD5fBgaGmL8+PGoq6vDsWPHYG5urpS4LSwsupTtnD9/Hv7+/qz5PkNkZCQIIV0M8ntDZ3+qp59+GgAQFRWl8DlHjx5FYGAgQkJC0NHRwd5mzpzZo86UYWFhuHfvHk6ePIl3330XY8eOxblz5/Dss8/ioYceAiFEZv1HHnkE+vr67P8mJiaYP38+Ll68CJFIhMbGRsTExOCxxx6T6VTJ4/HwzDPPoKCgAOnp6T19S+QyZswY8Pl8mJiYYN68ebC3t8eJEydgZ2eHo0ePgsPh4F//+pfM+2Fvb49hw4Z1eT/kfcYnTpyAt7c3pk2bpjCGo0ePwtzcHPPnz5cZJyQkBPb29l3GCQkJkSnz0tfXh7e3t9yOpz3FysoKly5dQmxsLP73v/9hwYIFyMjIwDvvvIOgoCBUVFQAAE6dOoWOjg48++yzMrHq6+sjPDxc7j7Sl32R4ejRo5g8eTIcHR1lxps9ezYAdOnuN2fOHJmSQD8/PwASs21pmOV5eXkyywMCArr4Bz799NOoq6tDQkICG1NvvidTpkzpsR/VnDlzkJeXh0OHDuHNN99EQEAADh8+jIceeggvv/yyzPvS0xhu3ryJhx56CFZWVuDxeODz+Xj22WchEomQkZHRo7gYMjIykJmZieeee07muytNS0sLzp07h4cffhiGhoYy8c2ZMwctLS24fv16r8btjvPnz2Pq1KlwcXGRWR4ZGYmmpibWZH327Nmwt7fHrl272HVOnTqFoqIitiwZ6P0+99BDD4HP53eJ648//sD48eNhbGwMPT098Pl8/Pjjj0hNTWXXYba1aNEimec+9dRTMv/39z21srLC/PnzsWfPHraMvrq6Gn/99ReeffZZtsR51KhRqKmpwVNPPYW//vqL/d5ris5dVrv7Pksf/3p7TKVQKJTBDBW+KBQKRUt58sknMWLECLz33nvd+tSYmZnhqaeewtatWxETE4PExETY2dnhvffeQ01Njcy6GzZsQGxsLKKjo/Hee++htLQUCxcuRGtrq1JilufbU1lZKXe5o6Mj+3hf0NPTg5WVlcwye3v7B26ztLQUiYmJ4PP5MjcTExMQQnp0EcTn8zFz5kx88sknOHXqFPLz8xEREYGjR4/ixIkTcmPqvKytrQ0NDQ2orq4GIUQl7xHD3r17ERsbi5s3b6KoqAiJiYkYP348AMn7QQiBnZ1dl/fk+vXrXd4PeXGWl5c/sFtZaWkpampqIBAIuoxTUlLSZZzOny0g6Y7W3Nzc25ffhdDQUPznP//BH3/8gaKiIrz++uvIyclhDe4Zz7uwsLAusf72229dYu3rvshQWlqKI0eOdBkrICAAALqMZ2lpKfO/QCDodnlLS4vc2LqLt7ffE0WeXYowMDDAwoULsWnTJkRHR+PevXvw9/fHN998g+Tk5F7FkJeXh4kTJ6KwsBBbt25lxU3GF6q3+wzjj9TdPl1ZWYmOjg589dVXXeKbM2cOgK6fmzSMqJudnd2jmHp6HNXT08MzzzyDQ4cOscf/3bt3w8HBATNnzmSf19t9Tt7YBw8exKJFi+Dk5IR9+/bh2rVriI2NxbJly2T2ucrKSujp6XXZP+3s7Lq8xv68p4BkMqiwsBBnzpwBAPz6669obW1FZGQku84zzzyDnTt3Ijc3F48++ihsbW0xevRo9jnqpjffZ+n3tbfHVAqFQhnM0K6OFAqFoqVwOBxs2LAB06dP79JBsDsCAgLw5JNPYsuWLcjIyJDJtPLw8GAN7SdNmgQDAwO8//77+Oqrr/Dmm28qJebOWFlZobi4uMvyoqIiAIC1tTUAsJkVnUU4RSfvHR0dqKyslBEcSkpK2DEVYW1tDQMDAxmj9M6P9xYrKyu89tpruHDhAu7cucNepEnHJE1JSQkEAgGbJcHlcnv0HvUVPz8/9nPvjLW1NTgcDi5duiS3S1vnZfI+YxsbGxQUFHQbg7W1NaysrHDy5Em5j5uYmHT7fFXB5/OxZs0afPHFF7hz5w6A++/3gQMH4Obm9sBt9HVfZLC2tkZwcDA++eQTuY8z4oayULRPAvfj7e33RN5+0RtcXV3xwgsv4LXXXkNycjICAgJ6HMPhw4fR2NiIgwcPynxet27d6lMsTKe+7vZpCwsLNivzpZdekrvOkCFDFD5/5syZePfdd3H48GHMmjXrgTH19DgKAEuXLsWmTZuwf/9+PPHEE/j777/x2muvgcfjsev0dp+T9/nu27cPQ4YMwW+//SbzeOdjuJWVFTo6OlBVVSUj5nTeD/v7ngKS99XR0RG7du3CzJkzsWvXLowePRr+/v4y6y1duhRLly5FY2MjLl68iDVr1mDevHnIyMjo0XdeG9DWYyqFQqFoI1T4olAoFC1m2rRpmD59Oj788MMuJS6VlZUwMTFhZ4elYTrpPeiC+e2338bu3bvxv//9DytWrFDJifLUqVOxfv16JCQkYMSIEezyvXv3gsPhYPLkyQAknfwAIDExUSYz4e+//1a47Z9//hmvvvoq+/8vv/wCADLd8jozb948fPrpp7CysnrgRVRn2tvbUVdXJ1fMYEp7Or/nBw8exKZNm1hhr76+HkeOHMHEiRPB4/FgZGSE0aNH4+DBg9i8eTMMDAwAAGKxGPv27YOzszO8vb0B3BehlJH1xDBv3jz873//Q2FhYZdSpJ4ye/ZsfPDBBzh//rzCDnXz5s3D/v37IRKJMHr06P6EzNLb96O4uFhu5krnz27mzJnQ09NDZmYmHn300R5tuyf7oqKMtXnz5uH48ePw9PTscblgf0hOTsbt27dlyh1/+eUXmJiYsN/R/nxPuqO+vh4cDkemrJeh8+fQ0xgY0UVapCWE4Pvvv+9TjN7e3vD09MTOnTuxevVquYKwoaEhJk+ejJs3byI4OFjucbg7RowYgdmzZ+PHH3/EokWL5H5v4uLiYGtrC1dXV0ydOhWHDh1CUVGRzDFm7969MDQ0ZDu1AhKhe/To0di1axdEIhFaW1uxdOlSmW0rY5/jcDgQCAQyoldJSUmXro7h4eHYuHEjfvvtN6xcuZJdvn//fpn1+vueAvdLxLds2YJLly4hLi4O27dvV7i+kZERZs+ejba2NixcuBDJyck6I3yp4phKoVAoAxUqfFEoFIqWs2HDBowcORJlZWVsGQog8Q5atWoVFi9ejHHjxsHKygplZWX49ddfcfLkSTz77LMPLD/j8/n49NNPsWjRImzduhXvv/++0uN//fXXsXfvXsydOxcffvgh3NzccOzYMXz77bdYuXIlK+rY29tj2rRpWL9+PSwsLODm5oZz587h4MGDcrcrEAjw2WefoaGhAWFhYbh69So+/vhjzJ49GxMmTFAYz2uvvYY///wTkyZNwuuvv47g4GCIxWLk5eXh9OnTeOONNxReRNTW1sLd3R2PP/44pk2bBhcXFzQ0NODChQvYunUr/Pz88Mgjj8g8h8fjYfr06Vi9ejXEYjE2bNiAuro6rFu3jl1n/fr1mD59OiZPnow333wTAoEA3377Le7cuYNff/2VvbAMDAwEAOzYsQMmJibQ19fHkCFDepRVpIjx48fjhRdewNKlSxEXF4dJkybByMgIxcXFuHz5MoKCgmQuVhW9p7/99hsWLFiA//u//8OoUaPQ3NyM6OhozJs3D5MnT8aTTz6Jn3/+GXPmzMGqVaswatQo8Pl8FBQUICoqCgsWLMDDDz/cq9h7+37MnDkTzs7OmD9/Pnx9fSEWi3Hr1i189tlnMDY2xqpVqwBIRNgPP/wQ7733HrKysjBr1ixYWFigtLQUN27cgJGRkczn19N9MSgoCBcuXMCRI0fg4OAAExMT+Pj44MMPP8SZM2cwbtw4vPrqq/Dx8UFLSwtycnJw/PhxfPfddw/8LvcGR0dHPPTQQ1i7di0cHBywb98+nDlzBhs2bIChoSGA/n1PuiM9PR0zZ87Ek08+ifDwcDg4OKC6uhrHjh3Djh07EBERgXHjxvUqhunTp0MgEOCpp57C22+/jZaWFmzbtg3V1dV9fo+++eYbzJ8/H2PGjMHrr78OV1dX5OXl4dSpU/j5558BAFu3bsWECRMwceJErFy5Eu7u7qivr8e9e/dw5MiRB/oX7t27F7NmzcLs2bOxbNkyzJ49GxYWFiguLsaRI0fw66+/Ij4+Hq6urlizZg3ry/XBBx/A0tISP//8M44dO4aNGzfCzMxMZtvLli3DihUrUFRUhHHjxsHHx0fmcWXsc/PmzcPBgwfx73//G4899hjy8/Px0UcfwcHBAXfv3mXXmzVrFsaPH4833ngDdXV1GDlyJK5du4a9e/cCgIxfXX/fU+a1b9iwAU8//TQMDAzwxBNPyDz+/PPPw8DAAOPHj4eDgwNKSkqwfv16mJmZISwsDACQm5sLT09PLFmyBD/++OMDx9QEqjimUigUyoBFc776FAqFQpFGXmcxhqeffpoAkOnqmJ+fT95//30yfvx4Ym9vT/T09IiJiQkZPXo0+eqrr0hHRwe7LtMx8Y8//pA79ujRo4mFhQXbGexBKOrq2LnrJENubi55+umniZWVFeHz+cTHx4ds2rRJpjMdIYQUFxeTxx57jFhaWhIzMzPyr3/9i8TFxcnt6mhkZEQSExNJREQEMTAwIJaWlmTlypWkoaFBZpuduzoSQkhDQwN5//33iY+PDxEIBMTMzIwEBQWR119/nZSUlCh83a2trWTz5s1k9uzZxNXVlQiFQqKvr0/8/PzI22+/TSorK9l1mW5oGzZsIOvWrSPOzs5EIBCQ4cOHk1OnTnXZ9qVLl8iUKVOIkZERMTAwIGPGjCFHjhzpst6WLVvIkCFDCI/H6/K+dKa7faozO3fuJKNHj2bH9/T0JM8++yyJi4tj1+nuM66uriarVq0irq6uhM/nE1tbWzJ37lyZrnXt7e1k8+bNZNiwYURfX58YGxsTX19fsmLFCnL37l12PTc3NzJ37twuY4SHh5Pw8PA+vx+//fYbefrpp4mXlxcxNjYmfD6fuLq6kmeeeYakpKR0Wf/w4cNk8uTJxNTUlAiFQuLm5kYee+wxcvbsWXad3uyLt27dIuPHjyeGhoYEgMxrKS8vJ6+++ioZMmQI4fP5xNLSkowcOZK899577HaYfWrTpk0y21X0/Zb3+TPv7YEDB0hAQAARCATE3d29Swc5Qnr+PUE3new6U11dTT7++GMyZcoU4uTkRAQCATEyMiIhISHk448/Jk1NTX2K4ciRI+x+5eTkRN566y1y4sSJHnX9VPQ9uXbtGpk9ezYxMzMjQqGQeHp6ktdff11mnezsbLJs2TLi5ORE+Hw+sbGxIePGjSMff/xxj96P5uZm8uWXX5KxY8cSU1NToqenRxwdHckjjzxCjh07JrNuUlISmT9/PjEzMyMCgYAMGzZM4f5eW1tLDAwMCADy/fffy12nP/scw//+9z/i7u5OhEIh8fPzI99//z1Zs2YN6XyJUVVVRZYuXUrMzc2JoaEhmT59Orl+/brcjqj9fU8JIWTcuHEEAFm8eHGXx/bs2UMmT55M7OzsiEAgII6OjmTRokUkMTFRJgYAcruwdkd33wUo6OrYeb9j3r/y8nKZ5fJ+d3t6TKVQKJTBDoeQTu2nKBQKhUKh9JucnBwMGTIEmzZtUop/GkU7iYyMxIEDB9DQ0KDpUCgUneKXX37B4sWLceXKFTbLj0KhUCgUVUBLHSkUCoVCoVAoFIrK+PXXX1FYWIigoCBwuVxcv34dmzZtwqRJk6joRaFQKBSVQ4UvCoVCoVAoFAqFojJMTEywf/9+fPzxx2hsbISDgwMiIyPx8ccfazo0CoVCoQwCaKkjhUKhUCgUCoVCoVAoFAplQMJ98CoUCoVCoVAoFAqFQqFQKBSK7kGFLwqFQqFQKBQKhUKhUCgUyoCECl8UCoVCoVAoFAqFQqFQKJQBiU6Y24vFYhQVFcHExAQcDkfT4VAoFAqFQqFQKBQKhUKhUDQEIQT19fVwdHQEl9t9TpdOCF9FRUVwcXHRdBgUCoVCoVAoFAqFQqFQKBQtIT8/H87Ozt2uoxPCl4mJCQDJCzI1NdVwNBQKhUKhUCgUCoVCoVAoFE1RV1cHFxcXVi/qDp0QvpjyRlNTUyp8USgUCoVCoVAoFAqFQqFQemSHRc3tKRQKhUKhUCgUCoVCoVAoAxIqfFEoFAqFQqFQKBQKhUKhUAYkVPiiUCgUCoVCoVAoFAqFQqEMSHTC44tCoVAoFAqFQqFQKJSBikgkQnt7u6bDoFC0CoFAAC63//laVPiiUCgUCoVCoVAoFApFAxBCUFJSgpqaGk2HQqFoHVwuF0OGDIFAIOjXdqjwRaFQKBQKhUKhUCgUigZgRC9bW1sYGhr2qEMdhTIYEIvFKCoqQnFxMVxdXfv13aDCF4VCoVAoFAqFQqFQKGpGJBKxopeVlZWmw6FQtA4bGxsUFRWho6MDfD6/z9uh5vYUCoVCoVAoFAqFQqGoGcbTy9DQUMORUCjaCVPiKBKJ+rUdKnxRKBQKhUKhUCgUCoWiIWh5I4UiH2V9N3otfF28eBHz58+Ho6MjOBwODh8+/MDnREdHY+TIkdDX14eHhwe+++67vsRKoVAoFAqFQqFQKBQKhUKh9JheC1+NjY0YNmwYvv766x6tn52djTlz5mDixIm4efMm3n33Xbz66qv4888/ex0shUKhUCgUCoVCoVAoFEpvycnJAYfDwa1bt5S+7cjISCxcuFDp2+0LV65cQVBQEPh8PhYuXIgLFy6Aw+H0unPo2rVrERISwv6vTa+xt/Ra+Jo9ezY+/vhjPPLIIz1a/7vvvoOrqyu2bNkCPz8/LF++HMuWLcPmzZt7HSyFQqFQKBQKhUKhUCgUzdKXSjBpIiIi8Nprr6kktoFIb0S71atXIyQkBNnZ2di9ezfGjRuH4uJimJmZAQB2794Nc3PzXsewdetW7N69u9fP0wZU3tXx2rVrmDFjhsyymTNn4scff0R7e7tcZ/7W1la0tray/9fV1ak6TLWSnp6O06dPazoMpeHi4oIFCxbQ2vQHUFBQgBMnTkAoFMLc3BwWFhbszdzcXCvbF7e1taGmpgbV1dWorq5m79fU1KCjo0Pl43t4eGDu3LkqH0eVJCUl4eLFixCLxSodh8/nY968eXB2dlbpOKqkpaUFf/31Fzw9PREaGqrpcPpFdHQ0SkpK8Pjjj4PLpXaaFOVACMGZM2dQWlqKYcOGwd/fH3p6utegu7KyErGxsSguLsb8+fNhbW2t6ZD6THNzMw4dOgRfX1+MGDFC0+FQKL1CJBLhjz/+gJGREWbMmAGhUKjpkCg6BFMJtnTpUjz66KOaDkeGtrY21hRdl7atLDIzM/Hiiy/KXBfY29v3e7uMcKaLqPxsqaSkBHZ2djLL7Ozs0NHRgYqKCjg4OHR5zvr167Fu3TpVh6YxWltbUVVVpekwlEZVVRVGjRoFR0dHTYei1cTFxaGoqEjh4wKBgBXE5Alj/WnfqgixWIy6urouohYjdDU2Nip9zN5QVVWFiIgIGBkZaTSO/hATE4OKigq1jHXmzBksXbpULWOpgpiYGKSlpaGkpETnha+rV6+ira0NRUVFOi1GUrSLu3fv4tq1awCArKwsnDp1CiNGjMDIkSP7NHOrTsRiMTIyMhAbG4usrCx2+ZUrV7BgwQINRtY/EhIScPfuXRQUFCAkJIQK3RSdIicnB+np6QCA3NxcLFq0CLa2thqOiqIrzJ49G7Nnz+52nW+//RZffPEF8vPzYWZmhokTJ+LAgQOIjIxEdHQ0oqOjsXXrVgASiyR3d3e520lKSsKqVatw7do1GBoa4tFHH8Xnn38OY2NjAJISvJqaGowePRpfffUVBAIBcnJycOPGDaxYsQKpqakIDAzEe++912XbKSkpePPNN3Hx4kVWBP7iiy/YSZmIiAgEBgZCIBBg7969CAgIQHR0tMLXvG7dOnzzzTdoaWnBU089xcYDSCawNm3ahO+++w7FxcXw9vbGf//7Xzz22GMAgOrqarz88ss4ffo0Ghoa4OzsjHfffRdLly7FkCFDAADDhw8HAISHh+PChQsyY+fk5LDrLVu2DMuWLcOuXbvg7u6OyZMno7q6Grdu3WKvF5ikizVr1mDt2rXdfpbS7zOT3RcREYHg4GDo6+vjhx9+gEAgwIsvviizrdraWrz11ls4fPgwWlpaEBoaii+++ALDhg174HjKRC3ThJ2zWAghcpczvPPOO1i9ejX7f11dHVxcXFQXoJrx9PTU6YtTaS5evIjMzEykpaVR4esBFBcXAwDGjBkDoVAoIzDV19ejra0NZWVlKCsrk/t8Y2NjGVFMWhwzMTGRe7JNCEFzc7PMWNLiVm1t7QMzkYRCoYwAx9xX9UzHH3/8gYaGBlRXV+u08MWI3A8//LDKLkzb2trw66+/Ii8vD4WFhXByclLJOKqko6MDsbGxAICmpiYNR9M/Ojo60NbWBgCoqamhwhdFKXR0dODkyZMAgCFDhqCiogL19fW4fPkyrly5Am9vb4SFhcHDw0OrsocbGxuRkJCA+Ph41NbWssudnZ1RUFCAtLQ0zJs3DzweT4NR9p2UlBQAksyvgoICuLq6ajgiCqXnZGdns/crKyvxww8/YN68eQgODtZgVBSG7uafeTxAX79n63K5gIFB9+uq4lQ7Li4Or776Kn766SeMGzcOVVVVuHTpEgBJyVxGRgYCAwPx4YcfAgBsbGzkbqepqQmzZs3CmDFjEBsbi7KyMixfvhwvv/yyTNnduXPnYGpqijNnzoAQgsbGRsybNw9TpkzBvn37kJ2djVWrVslsu7i4GOHh4Xj++efx+eefo7m5Gf/5z3+waNEinD9/nl1vz549WLlyJa5cucJqGfI4d+4c9PX1ERUVhZycHCxduhTW1tb45JNPAADvv/8+Dh48iG3btsHLywsXL17Ev/71L9jY2CA8PBz//e9/kZKSghMnTsDa2hr37t1Dc3MzAODGjRsYNWoUzp49i4CAALnXYi4uLiguLoaPjw8+/PBDPPHEEzAzM0NMTAy7zrhx47BlyxZ88MEHrPDNCIh9Yc+ePVi9ejViYmJw7do1REZGYvz48Zg+fToIIZg7dy4sLS1x/PhxmJmZYfv27Zg6dSoyMjJgaWnZ53F7i8qFL3t7e5SUlMgsKysrg56eHqysrOQ+RygUDuhUWyMjI52+kJcmODgYmZmZSE9Px5QpUzQdjtbS3t6O8vJyAMDYsWNhamoq83hHR4fCksLq6mq0traioaEBDQ0NyM/P77J9LpfLilKmpqYyYpd02bA8pJ8rLWwx9w2kfynViJWVFRoaGlBVVaWzwkFLSwv7Y+Xr66tSsTAwMBCJiYm4fv261qWb94SkpCQ2w7CtrQ0dHR06WcIFyAp31dXVGoyEMpC4fv06qqurYWxsjCeeeAJ8Ph/p6emIjY1FdnY20tPTkZ6eDktLS4SFhSEkJAT60ldFaoQQgoKCAsTGxiIlJQUikQgAYGBggOHDhyM0NBRmZmb4/PPP0djYiKysLHh5eWkk1v5QU1Mjk8mdnp5OhS+KTpGTkwMAmD59OjIzM5GVlYVDhw4hLy8Ps2bN0tnf4YFCd1rEnDnAsWP3/7e1BRTNG4aHA9KJQe7uQOdihG60nD6Tl5cHIyMjzJs3DyYmJnBzc2OzlczMzCAQCGBoaPjAEryff/4Zzc3N2Lt3L3sN/fXXX2P+/PnYsGEDW11mZGTEZh0BwI4dOyASibBz504YGhoiICAABQUFWLlyJbvtbdu2YcSIEfj000/ZZTt37oSLiwsyMjLg7e0NABg6dCg2btz4wNcsEAhkxvvwww/x1ltv4aOPPkJzczM+//xznD9/HmPHjgUgsXW5fPkytm/fjvDwcOTl5bG/kwBkMuAYYdDKykrhe8bj8WBvbw8OhwMzMzO56wkEApiZmYHD4Sil/DE4OBhr1qwBAHh5eeHrr7/GuXPnMH36dERFRSEpKQllZWWsvrN582YcPnwYBw4cwAsvvNDv8XuKyo9mY8eOxZEjR2SWnT59GqGhoSop3aKoFy8vL3A4HJSVlaGqqkqtqq0uUVZWBkIIDA0NYWJi0uVxPT09WFtby/U56WnWVlVVlcIS2r5ki2kaCwsL5Obm6rRwwMRuZGSk8gy5sWPHIjExEcnJyZg2bZpO1eATQtjyLYbm5ma53xVdQFr46m33HApFHnV1dbh48SIAyQUqc/Lo5+cHPz8/lJeXIy4uDrdv30ZVVRVOnTqFc+fOISgoCKNGjVLKiW1PaG9vR1JSEmJjY2UmPZ2cnBAWFoaAgACZC2k/Pz/ExcUhJSVFJ4UvJtuLz+ejvb0d6enpmD59uoajolB6RktLCyvcBgYGYsyYMYiOjsbFixcRHx+PoqIiPP7447CwsNBwpBRdZfr06XBzc4OHhwdmzZqFWbNm4eGHH4ahoaHC5wQEBCA3NxcAMHHiRJw4cQKpqakYNmyYTOLI+PHjIRaLkZ6ezgpfQUFBMufbzPOkx2MEJ4b4+HhERUXJzXjKzMxkha+eWnDIG49JXCgrK0NLS0uX34m2tjZWEFy5ciUeffRRJCQkYMaMGVi4cCHGjRvXo7E1RecMUQcHB7aCKT4+Hg0NDV0Snpqbm5GZmam2GIE+CF8NDQ24d+8e+392djZu3boFS0tLuLq64p133kFhYSH27t0LAHjxxRfx9ddfY/Xq1Xj++edx7do1/Pjjj/j111+V9yooGsPAwADu7u7Izs5GWlqa1n8xNQVT5ujg4NDrEhQOhwNDQ0MYGhrKLSft7NNVW1sLAwMDlfuDqRpGRNVlPzwmdnUIwvb29hgyZAiys7Nx/fp1zJw5U+VjKovMzEyUl5dDIBCAw+GgtbUVjY2NVPiiUP7h7NmzaG9vh7OzM4KCgro8bmNjg9mzZ2Pq1KlITExkS0Fu3ryJmzdvwsXFBWFhYfDz81NJBkdlZSXi4uJw69YttLS0AJBM6AQGBiIsLEyhFUJAQADi4uJ0ttyREb4mTZqEqKgoVFZWoqKiQqfN+imDh7y8PBBCYGlpyVYiTJ48GS4uLjh48CCKi4uxY8cOLFy4ED4+PhqOdnDS0KD4sc6HSwVOKQAkpY7S/JPop3JMTEyQkJCACxcu4PTp0/jggw+wdu1axMbGKrT/OH78ONrb2wGArTohhCi8fpJe3rmiqruSRAaxWMxmjnVG2ou8v9VaHA6HtZc5duxYF1sSZkJr9uzZyM3NxbFjx3D27FlMnToVL730EjZv3tyv8VVJ5+tM6dcqFovh4ODQxYsMgNq9SXt99hMXF4fJkyez/zNeXEuWLMHu3btRXFyMvLw89vEhQ4bg+PHjeP311/HNN9/A0dERX375pU6W4lDk4+Pjw5ZZUOFLPsyMmrxmDv2FKVXUdmPj3sLMMOpyxhcjfKlrtnTs2LHIzs5GQkICwsPDNVbm1FuYbK/hw4cjKysL5eXlOu3zRUsdKcokLy8PSUlJAIA5c+Z0O3kiEAgQGhqKkSNHIi8vD7GxsUhNTUV+fj7y8/NhZGQkU2rYH8RiMe7evYvY2FiZWVsLCwuEhoYiJCSk21l9AHB1dYWRkREaGxuRnZ2NoUOH9ismdVJTU4PCwkIAQEhICHJycpCZmYmMjAwqfFF0Asbfq7OZ+NChQ7FixQocOHAABQUF2L9/P8aNG4epU6dqZYXAQKY3Wouq1u0venp6mDZtGqZNm4Y1a9bA3Nwc58+fxyOPPAKBQMCWwjO4ubl12Ya/vz/27NmDxsZGVoC6cuUKuFwum5ElD39/f/z0009obm5mRbTr16/LrDNixAj8+eefcHd3V8rE0O3bt7uMZ2xsDGdnZ1hYWEAoFCIvLw/h4eEKt2FjY4PIyEhERkZi4sSJeOutt7B582Y2m63ze9YX5L33qmDEiBEoKSmBnp6ewsYF6qLXn25ERES36qm0wRxDeHg4EhISejsURUfw9fXFyZMnkZeXJ3NAotyHKflQhfA1UBkIGV+M6KGuEuChQ4fC2toaFRUVSEhI0AkhuqSkBFlZWeBwOBgzZgz7XRkowhdTikwvFih9QSwW48SJEwAkJ489/Q3hcDhwc3ODm5sb6uvrWXN5aTN8Hx8fhIWFYciQIb3KRFZkVu/l5YWwsDAMHTq0x9vjcrlsuWNycrJOCV9MtpebmxuMjY3h7e3Nep7qwrGXQmH8vZgOcNKYmZkhMjISZ86cQUxMDK5evYrCwkI8+uijOpuNTVE+D6oEO3r0KLKysjBp0iRYWFjg+PHjEIvFbAahu7s7YmJikJOTA2NjY1haWso9X1q8eDHWrFmDJUuWYO3atSgvL8crr7yCZ555hi1zlMfTTz+N9957D8899xzef/995OTkdMmceumll/D999/jqaeewltvvcUayu/fvx/ff/99rzOR29ra2PFyc3OxZs0avPzyy+ByuTAxMcGbb76J119/HWKxGBMmTEBdXR2uXr0KY2NjLFmyBB988AFGjhyJgIAAtLa24ujRo/Dz8wMA2NrawsDAACdPnoSzszP09fX7PInl7u6OhoYGnDt3ji3PfNBkVV+YNm0axo4di4ULF2LDhg3w8fFBUVERjh8/joULF6q1izs9E6f0GzMzM/ZkPCMjQ8PRaB8ikQilpaUAqPDVGxixqLGxke2Qp2swwpe6Mr44HA7rXRATE6OWmZz+wsy8+fv7w9zcnBXOB4rwJRaLUV9fr8FoKLpMQkICSkpKoK+v3+cGMiYmJggPD8eqVavw+OOPw93dHYQQpKWl4aeffsI333yD69evsyWK8mDM6g8dOoQvvvgC58+fZ8vqx40bh1dffRVPP/006/vZG/z9/QFIjOF14ZjFwAhfTPzMhVx+fr5OH78og4OmpiZ2oklRFgaPx8OsWbPw2GOPQSAQIDc3F9u3b5fpBEkZ3MTFxWH48OGsP9Xq1asxfPhwfPDBBwAkpWwHDx7ElClT4Ofnh++++w6//vorAgICAABvvvkmeDwe/P39YWNjI1M1Jo2hoSFOnTqFqqoqhIWF4bHHHsPUqVPx9ddfdxufsbExjhw5gpSUFAwfPhzvvfdel5JGR0dHXLlyBSKRCDNnzkRgYCBWrVoFMzOzPk1aTp06FV5eXpg0aRIWLVqE+fPnY+3atezjH330ET744AOsX78efn5+mDlzJo4cOcIK0AKBAO+88w6Cg4MxadIk8Hg87N+/H4Ake+7LL7/E9u3b4ejoiAULFvQ6PoZx48bhxRdfxBNPPAEbG5seGff3BQ6Hg+PHj2PSpElYtmwZvL298eSTTyInJ6db0VIlsZCeFL9qmLq6OpiZmaG2trZLNzyKdhAdHY0LFy7A29sbTz31lKbD0SoYjwR9fX28/fbbWtVmXtvZuHEjmpubsWLFCrWZMyuTL774AnV1dXjuuefU1pmyo6MDW7ZsQWNjIx555BG5fkDaQn19PbZs2QKxWIzly5fDyckJR48eRXx8PMLDwxEREaHpEPvEsWPHEBcXx/6/ZMkSjad3U3SP5uZmfPXVV2hubsasWbMwevRopW27vLwcsbGxuH37NjuxwOfzWTN85mS0vb0dd+7cQWxsLOtVCUguFBiz+v56SIrFYnz22WdoamrC4sWLdSLrq7a2Flu2bAEgudBjMmC2b9+OkpISLFiwACEhIZoLkEJ5AKmpqfj9999hY2ODf//73w9cv7KyEr///jvKysrA4XAwefJkTJgwgZ7TKoGWlhZkZ2djyJAhOmNRQaGok+6+I73RiWiPWopS8PX1xYULF5CZmYm2tjaVd7DTJfpjbD/YsbCwQHNzM6qrq3VO+Oro6EBdXR0A9WV8AZLZoLCwMFy4cAHXr19HYGCg1u53N27cgFgshqurK2vyyaRZ63LGRHNzs8z/1OCe0heioqLQ3NwMGxsbhIWFKXXbNjY2mDNnjowZfnl5ORISEpCQkAAXFxfY29sjKSmJzQTj8XisWX1nU97+wJQ7xsfHIyUlRSeELybby9XVVabsy8fHByUlJcjIyKDCF0WrUeTvpQgrKyssX74cx48fx61bt3D+/Hnk5+fj4YcfZr2MKBQKRZuhpY4UpWBrawsLCwuIRCK1tybVdhjhS9eEG21Al32+mDJHoVCokpr57ggNDYWenh6KiooUpo1rmra2NjYrSrq19EAQvpjYmQ491OCe0ltKS0vZ78fs2bNV5hEnFAoRFhaGlStXIjIyEgEBAeByucjPz0dsbCxaWlpgbm6OadOmYfXq1Vi4cKFSRS8GplwwLS1NJ8odO5c5MjDljvfu3UNHR4fa46JQekp3/l6K4PP5WLBgAR566CHo6enh7t272L59O9vkgUKhULQZmvFFUQocDgc+Pj64fv060tLSWBM+CjW27w+63NlR2t9L3RlXRkZGGDZsGOLj43Ht2jW5HXI0za1bt9DS0gILCwuZjjwDSfhydHREdnY2zfii9ApCCE6cOAFCCPz9/Xt1YdpX5Jnh19TUwM/PD0OHDlV5cwZ3d3cYGhqiqakJOTk58PT0VOl4/aG2thYFBQUAugpf9vb2MDExQX19PbKzs+Hl5aWJECmUbmloaEB5eTmAnmd8STN8+HA4ODjg999/R3V1NXbu3IlZs2YhNDRUazPMKRQKhWZ8UZSGr68vAInBvS7M2KoDsVhMha9+wGR86aLwxWSpqaujY2fGjBkDQGIYXVlZqZEYFCEWi1lT+zFjxshcVA8Ec/vGxkYAEuEL0M39l4EQgpaWlm67OVOUS0pKCnJzc6Gnp4fp06erfXzGDH/BggXw9vZWS0dSLpfLnkMw2VTaSmpqKoCuZY7A/UlAQHLspUgQiUSorq5GTk4OEhMTkZqaSo8pGoTJ9rK3t+9zmaK9vT1eeOEF+Pr6QiwW4/jx4zh48KDONiOiUCgDH5rxRVEaLi4u7IxtXl6eWmaptZ2Kigp0dHRAIBDAyspK0+HoHEzGly6WOjIxq9PfSxpra2t4e3sjIyMD165dw7x58zQShzzS09NRXV0NfX39Lj44up7xRQiRyfgCdNvjKz4+HseOHYO9vT1Gjx6NwMBA6OnRUwdV0dbWhtOnTwMAJkyYAHNzc80GpEYCAgKQkJCAtLQ0zJ07Vy2CW19QVObI4OPjg7i4OGRkZIAQMuAzYMRiMRoaGlBXV4fa2lq5fxsaGro879FHH0VgYKAGIqb01t9LEfr6+li0aBGuX7+OM2fO4M6dOygpKcHjjz8OW1tbJURKoVAoyoOevVKUBpfLhbe3N27duoW0tDQqfEHW32ugn/yqAiZbqra2FiKRCDweT8MR9RzpUkdNMXbsWGRkZOD27duYMmWK2r3GFHHt2jUAEi+yzo0wpIUvXbxobGtrg1gsBgDWC6m+vh4dHR06KRjdu3cPgKRk+6+//sKZM2cwcuRIhIaG0i7LKuDy5cuoq6uDubk5xo0bp+lw1ErnckcPDw9Nh9SFuro65OfnA4BCSwd3d3cIBALU19ejuLiYFcB1EUIImpubZYQs5j7zf319PXvM6w4ejwczMzPweDyUl5fjwoUL8Pf311qBcyDTF38vRXA4HIwdOxZOTk44cOAAKioq8MMPP2DevHkIDg7u9/YpFApFWejeWThFq/H19cWtW7eQnp6OWbNm6dxFq7Khxvb9w9jYGHp6eujo6EBNTY1OZc0xwpemSh0BwM3NDQ4ODiguLkZsbCzCw8M1FgtDQUEB8vPzwePxMGrUqC6PM8KXSCRCW1sbaxCvKzDZXnw+H6ampuDz+Whvb0dNTQ2sra01HF3vYTIXg4ODkZOTg7q6Oly6dAmXL1+Gv78/Ro0aBRcXl0F/rFcG1dXVuHr1KgBgxowZ4PP5Go5IvTDljgkJCUhOTtZK4YvJ9nJxcVEo/Orp6cHT0xOpqalIT0/XKeErPT0daWlpMkJXT0z6ORwOTExMYGZmBlNTU7l/DQ0NweFw0Nraiq1bt6KyshJJSUkYNmyYGl4ZhaG2thZVVVWsr5+ycHV1xYoVK3Dw4EFkZWXh0KFDyMvLw6xZs3Ry0odCoQw86JGIolQ8PDzA5/NRW1uLkpKSQe9rRf29+geHw4GlpSXKyspQXV2tM8KXWCzWCuGLmYk9ePAgYmNjMX78eI2fgDLZXkFBQV38cQCJYMSIRU1NTTonfDH+XsxFnoWFBcrKynRS+CKEsPsx4/mUnp6OmJgY5ObmIjk5GcnJyXBwcMCoUaNoGWQ/OX36NEQiETw8PFi/q8GGv7+/Vpc7PqjMkcHHx4cVviZPnqyO0PpNU1MT/vjjD7kerUZGRgoFLTMzMxgbG/f4sxIKhRg3bhzOnTuH6OhoBAYG6lQ2t67DZHs5Ojoq/ffVyMgIixcvRnR0NC5evIj4+HgUFRXh8ccf12j2O4VCoQBU+KIoGT6fD09PT6SlpSEtLW1QCz6EEDbjazC/D/2FEQ50yeerrq4OYrEYPB5PrrijTvz9/XH27FnU1dUhKSkJw4cP11gs1dXVrDE0Y74vD0NDQ9TW1qKpqUnnTpaZjC8mc83c3JwVbnUNpkSTy+XC3NwcXC4Xfn5+8PPzQ0lJCW7cuIGkpCQUFxfTMsh+kpmZibS0NHA4nEGdLe3u7g4DAwOtLHeULnN8kPDl5eUFDoeD0tJS1NTU6IRXW2JiIkQiEaytrTFhwgQZgUvZgvaoUaNw7do1VFdX4/bt2xgxYoRSt09RjLL8vRTB5XIxefJkuLi44ODBgyguLsaOHTuwcOFCtvEDhUKhaALtmkqjDAiYmerB3tGoqqoKbW1t0NPTg42NjabD0Vl00eCeiZURCzQJj8fD6NGjAUiyrTTZSSsmJgaEEHh4eMDOzk7herpscC9P+AJ00+Ce2Y/NzMy67Mf29vZ46KGH8Prrr2Pq1KkwNTVFU1MTLl26hK1bt+LPP/9Efn4+7dzWA0QiEU6cOAFAIggM5t8LHo+ntd0dGdHe2dn5gcKuoaEhXF1dAUg6XWs7hBDcunULABAWFoZhw4ZhyJAhsLS0VEkWp0AgwIQJEwAAFy9epJ3A1QQhRKn+Xt0xdOhQrFixAs7OzmhpacH+/ftx9OhRZGdn96h8ljK4ycnJAYfDYY9LujxeZGQkFi5cqPTt9oUrV64gKCgIfD4fCxcuxIULF8DhcHp9jrp27VqZ5lTa9Bq7gwpfFKUjPdOpi1kOyoLJ9rKzs9O4+KHLMKWCurQvaUOZozQjRoyAQCBAeXk5MjMzNRJDS0sLbt68CUBiut8dA0H4MjIyAnBfuNVl4au7/djQ0BATJkzAqlWr8Pjjj8PV1RVisRh37tzBzp078cMPP+D27dv0Qqcbbty4gcrKShgaGiIiIkLT4WgcJpsqNTW1R6bp6qKnZY4M3t7eAHRjErCkpASlpaXg8XgICgpSy5ihoaEwNjZGbW0tEhIS1DLmYKe6uhq1tbXgcrmsMKtKzMzMEBkZyU6+xcfHY+/evdiwYQP27duHK1euoKSkhE6Q6DDr169HWFgYTExMYGtri4ULF+rEMW8g0RvRbvXq1QgJCUF2djZ2796NcePGobi4GGZmZgCA3bt39ylDeevWrdi9e3evn6du6NU4RekYGhqyhplpaWkajkZz0DJH5aCLwhcjGGhLmZ6+vj5b4sh4bKmb+Ph4tLW1wdbWFp6ent2uywhfjF+WLsEIXwYGBgDuZ3zp0v7L0BsBl8vlwt/fH0uXLsULL7yAkJAQ8Hg8FBUV4fDhw9iyZQuioqJQX1+v6rB1ioaGBly4cAEAMG3aNOjr62s2IC1gyJAhbLljbm6upsMBICn7zcvLA9Bz4Ysp68rJyUFLS4vKYlMGzKSEr68ve+xSNXw+HxMnTgQAXLp0iYrjaoDJ9nJ2dlZb8wwej4dZs2Zh8eLFCA4OhrGxMTo6OpCZmYmzZ89i+/bt2Lx5M/78808kJCSgtrZWLXENZOKK4jBlzxTEFcWpfKzo6Gi89NJLuH79Os6cOYOOjg7MmDFDa8/f2tradHLbyiIzMxNTpkyBs7MzzM3NIRAIYG9v3297BTMzM50o6afCF0UlMCd8g1n1p8KXcmDEo+rqap2ZFdS2jC9A4qnF4XCQlZXFNl1QFyKRCDExMTJxdMdAyPhiXsNAyPjqrYDr4OCABQsW4PXXX8eUKVNgYmKCxsZGXLx4EVu2bMGff/6JgoICnfk+q5Jz586hra0Njo6OMmUDgxkej8eeQyQnJ2s4GgnSZY7MzPiDsLKygrW1NcRiscYybXtCR0cHkpKSAEDt++CIESNgamqK+vp6xMfHq3XswYiq/b26Y+jQoXj44YexevVqrFy5EjNnzoSXlxf4fD6amppw584dHDlyBFu2bMFXX32FY8eOITU1VetFY21k7+29iMqJwk+3f1L5WCdPnkRkZCQCAgIwbNgw7Nq1C3l5eTLfZ3d3d3z66adYtmwZTExM4Orqih07dshs58aNGxg+fDj09fURGhrKivEPIikpCVOmTIGBgQGsrKzwwgsvoKGhgX2cKcFbv349HB0d2UzcnoyXkpKCOXPmwNjYGHZ2dnjmmWdQUVHBPh4REYGXX34Zq1evhrW1NaZPn95trOvWrYOtrS1MTU2xYsUKGaGMEIKNGzfCw8MDBgYGGDZsGA4cOMA+Xl1djcWLF8PGxgYGBgbw8vLCrl27ANwvWx4+fDg4HI7czHEmK6yyshLLli0Dh8PB7t27ZUodL1y4gKVLl6K2thYcDgccDgdr16598IeArqWOERERePXVV/H222/D0tIS9vb2XbZVW1uLF154gX1PpkyZgtu3b/dovL5ChS8NkZ8PbNsGHDwIXLkC3LsHSH1PdR7GoyMvL08nL177CzW2Vx5mZmbgcDjo6OjQmWwRbcv4AiSZR0ymwvXr19U6dnJyMurr62FsbNyjMpqBJHwxM2DNzc1obW3VVFh9oieljt1hZGSEiRMnYtWqVXjsscdkyiB//PFH/PDDD0hMTBy0mR4FBQVsacLs2bMHraG9PAICAgBIssa1odyxt2WODLpQ7pieno6WlhaYmpqqvZmAnp6eTNZXe3u7WscfTKjT36s7OBwObG1tMWbMGDz99NP4z3/+g8jISEyaNAnOzs7gcDioqqpCXFwcfv/9d2zcuBE//PADzp8/j5ycnEH7e/EgcmtyEV8Uj4TiBPyW/BsAYH/yfiQUJyC+KB65NerJnmUy9jqfN3z22WeswPTvf/8bK1euZKuCGhsbMW/ePPj4+CA+Ph5r167Fm2+++cCxmpqaMGvWLFhYWCA2NhZ//PEHzp49i5dffllmvXPnziE1NRVnzpzB0aNHezRecXExwsPDERISgri4OJw8eRKlpaVYtGiRzHp79uyBnp4erly5gu3btyuMlYkhKioKv/76Kw4dOoR169axj7///vvYtWsXtm3bhuTkZLz++uv417/+hejoaADAf//7X6SkpODEiRNITU3Ftm3b2E7hN27cAACcPXsWxcXFOHjwYJfxXVxcUFxcDFNTU2zZsgXFxcV44oknZNYZN24ctmzZAlNTUxQXF6O4uLhHn4Mi9uzZAyMjI8TExGDjxo348MMPcebMGQCS49HcuXNRUlKC48ePIz4+HiNGjMDUqVNV6ulMuzpqiIQE4N//7rrc0BCwswPWrweY/TEvDzhyRLKcudnbAyYmgLaeJ5ubm8Pe3h4lJSXIyMgYdDPZtbW1aGlpAZfLHdRGxcqAx+PB3Nwc1dXVqKqq0vpucYQQrcz4AiTeWsnJyUhKSsLUqVPV0nGSEMKWV4aFhfXIKJkRjZqbm1Uamyro7PElFAphYGCA5uZmVFdXw97eXpPh9Rhl7sc8Hg8BAQEICAhAcXEx2w2yqKgIhw4dwunTpzFy5EiMHTt20JT6EUJYQ/thw4bB2dlZwxFpF0OGDIG+vj4aGxuRl5enkQwVhvr6erbksrfCl4+PD65evYq7d+9CJBKBx+OpIsR+wYivw4YN04gf6fDhw3HlyhXU1NQgNjYW48aNU3sMg4GKigo0NDRAT09Pq443PB4Pbm5ucHNzw+TJk9HS0oKcnBxkZWUhKysLlZWVKCwsRGFhIS5dugQ+nw83Nzd4eHjAw8MDtra2dNIAgPtWd/Y+B5L3o7yxHCN3jGSXkzWqzbImhGD16tWYMGECAgMDZR6bM2cO/v3Phe9//vMffPHFF7hw4QJ8fX3x888/QyQSYefOnTA0NERAQAAKCgqwcuXKbsf7+eef0dzcjL1797LnXF9//TXmz5+PDRs2sE2UjIyM8MMPP0AgEAAAduzY8cDxtm3bhhEjRuDTTz9ll+3cuRMuLi7IyMhgJzWGDh2KjRs3PvC9EQgEMuN9+OGHeOutt/DRRx+hubkZn3/+Oc6fP8964Hp4eODy5cvYvn07wsPDkZeXh+HDhyM0NBSAbNYmc51pZWWl8ByTx+OxJY1mZmZy1xMIBGyygTLOVYODg7FmzRoAEv/vr7/+GufOncP06dMRFRWFpKQklJWVQSgUAgA2b96Mw4cP48CBA3jhhRf6Pb48qPClISwtgYULgdJSya2kBGhqktyyswHpCpD4eKCTeA0A0NeXiGAbNsiKZH//LSuS2dkBZmbqF8l8fHxQUlKCtLS0QSd8Mdletra2KumINNiwsLBAdXU1qqurNXoB1BOamprY9GVtq3d3cnKCq6sr8vLycOPGDUydOlXlY+bk5KCkpAR6enrsD/aDGAgeX8xrACT7r64JX01NTWyGmjIzF5kyyGnTpiE+Ph5xcXGor6/HxYsX0dDQgPnz5yttLG3m1q1bKCoqgkAgwLRp0zQdjtbBdHe8desWkpOTNXrcZ8ocnZycelzmyODs7AxDQ0M0NTUhPz9f636/6urq2DJMTZ2n8Xg8TJo0CX///TeuXLmCkSNHshdCFOXBZHu5uLho9Xmpvr4+fH192cqR2tpaZGVlITs7G1lZWWhsbMS9e/dw7949ABJRgxHBPDw8tH5yVFXse3gfIv+KRIe4AwSSi0jmrx5XD7sX7FZ5DC+//DISExNx+fLlLo8FBwez9xlhpaysDIDkGDts2DCZ86bOTZACAgLYCYiJEyeymU/Dhg1jRS8AGD9+PMRiMdLT01nhKygoiBW9ejpefHw8oqKiYGxs3OW1ZGZmssJXT89r5Y3X0NCA/Px8lJWVoaWlpUupZFtbG+vPu3LlSjz66KNISEjAjBkzsHDhQq2fJJD+zAHJ+R/zmcfHx6OhoQFWVlYy6zQ3N6vUGkB7j3wDnIkTJTdpGhruC2FeXveXW1sDDz98/7HSUsm6LS1AZ9/X+HjglVe6jicUAra2wKZN90Wy3Fzgr7+6imQWFsoRyXx9fREdHY3MzEy0t7erzUhTG6BljsrF0tISWVlZKk1/VRZMjGZmZlp5cjl27Fjk5eUhLi4OEydOlDkZUAVMtldISIjMj353DKRSR0AiHBUVFemUzxeT7WVqaqqS/djIyAiTJk3C+PHjceXKFURFRbHHzYFOS0sLzp07BwAIDw+Xe2JNkWRX3bp1C6mpqZg9e7bGuiP3tcwRkDR98Pb2xq1bt5CWlqZ1wtft27dBCIGrq6tGM5SHDRuGy5cvo6qqCjdu3GDLHynKQ5P+Xv3BzMwMw4cPx/Dhw0EIQVlZGZsNlpubi8bGRiQlJbE+dQ4ODnjmmWfU1qRBW1gcvBh+Nn4yGV4MMctjMMJhhErHf+WVV/D333/j4sWLcjMKO18Dcjgctoy9J36fx48fZ0uhmc+WEKIw2096ubQw1tPxxGIxmznWGelru87b7i3S78OxY8fg5OQk8zgzCTB79mzk5ubi2LFjOHv2LKZOnYqXXnoJmzdv7tf4qqS7z1wsFsPBwYFt7iONKpMGtO+qbBBjbCy5dW54Jk8ka2q6L4INHXp/uY0N8OijsiJZXR3Q2irxFZM+PsTHA6tWdY2Dz5eIZJ99dl8ky8kBDh/uWm5pYQEoOhe1s7ODmZkZamtrkZmZyc7eDAao8KVcpA3utR0mRm3y95LG29ubzaC7desWRo0apbKxysvLcffuXQASU/ueoqvCl1gsZsszpYUvXezs2F9/r57C4/Hg5+eHqKgoVFRUdHsiO1CIjo5GY2MjrKysMHr0aE2Ho7V4eHhovNyxoaGhz2WODD4+Prh16xbS09Mxc+ZMrdm/CSFsmSOTVaApuFwuwsPDcejQIVy9ehVhYWGDpuxZHWiLv1d/4XA4sLOzg52dHcaOHYuOjg4UFBSwQlhRURGKi4tx+/btXp1zDDS44EIMMftXlRBC8Morr+DQoUO4cOFCn/Yvf39//PTTT2hubmZFrc5etG5ubnKft2fPHjQ2NrIC1JUrV9gJh/6MN2LECPz5559wd3dXyuTf7du3u4xnbGwMZ2dnWFhYQCgUIi8vD+Hh4Qq3YWNjg8jISERGRmLixIl46623sHnzZnYCWyQS9TtOgUCglO08iBEjRrDVIOr8bafm9jqKoSEwZAgwZowkI4xhwgTgwAHg0iUgIwOorZWIZDk5QEwMMGXK/XVtbYHHHwcmTQJ8fCTlkADQ3g4UFsoKWvHxwOuvA08/DUydCgQGSsYVCgEnJ+C33+6vm50NfP458MsvHDQ3j0NpqQ1u3MiGFvjTqgVqbK98mItvXcr40lbhi8vlsieE169fV6lxNHMi4ePj0yWduTukPb60wdi6p0h7kknPNjPCly5lfKlzP7a0tASXy0V7ezvq6upUPp4mKS8vZ41oZ82apZWeT9oCU+4I3M+6UjfSZY59nYX28PAAj8dDTU0NysvLlRhd/8jPz0dVVRX4fH6fRT1lEhgYCGtra7S0tKi9ActAp7S0FM3NzeDz+XB0dNR0OEqDuWieMmUKli9fjpkzZwIAm/012LA1soW9sT1GOo7Ed3O/w0jHkbA3toetka3KxnzppZewb98+/PLLLzAxMUFJSQlKSkp65dH69NNPg8vl4rnnnkNKSgqOHz/eo0ymxYsXQ19fH0uWLMGdO3cQFRWFV155Bc888wxb5tjX8V566SVUVVXhqaeewo0bN5CVlYXTp09j2bJlfRKG2tra2PFOnDiBNWvW4OWXXwaXy4WJiQnefPNNvP7669izZw8yMzNx8+ZNfPPNN9izZw8A4IMPPsBff/2Fe/fuITk5GUePHoWfnx8Aia2OgYEBa8DPNBjoC+7u7mhoaMC5c+dQUVGhsgnoadOmYezYsVi4cCFOnTqFnJwcXL16Fe+//z7i4uJUMiZAha9BgYEB4OYGjBrVVST7/XcgOhpISwNqaoDmZkkJ5I0bsiKZnZ0k+ysiAvDzk3iUAUBHB1BUBEifu8fHA2+8AfzrX8C7747Ctm3/xpIlsyEQEDg4APv33183K0uSWbZvH3DmDJCYKMlSU4PYrDIaGhrQ2NjIzkxR+o8uZnxpm7G9NCEhIdDX10d1dbXKuo01NjaybYk7eyc8COlsKV1qZc6cIBgYGMiUZTH7ry4JX+rcj3k8HjuOdKvwgQYhBCdPnoRYLIaPjw+GSqdrU+TCCDKpqakaEcEZwY25wOgLAoGA7ZaoTd0db968CUDinaPqkveewOVyERERAUAyaaKLzU20FSbby83NbUCL7YGBgeBwOCgqKkJlZaWmw1E7zqbOyFmVg5jlMVgRugIxy2OQsyoHzqaqa2awbds21NbWIiIiAg4ODuztN+mMiAdgbGyMI0eOICUlBcOHD8d7770nt8SwM4aGhjh16hSqqqoQFhaGxx57DFOnTsXXX3/d7/EcHR1x5coViEQizJw5E4GBgVi1ahXMzMz6VHY/depUeHl5YdKkSVi0aBHmz5+PtWvXso9/9NFH+OCDD7B+/Xr4+flh5syZOHLkCJtBJxAI8M477yA4OBiTJk0Cj8fD/n8uqPX09PDll19i+/btcHR0xIIFC3odH8O4cePw4osv4oknnoCNjU2PjPv7AofDwfHjxzFp0iQsW7YM3t7eePLJJ5GTk6PSa2da6kiRQV8fcHWV3KSZMEFyk6atDSgrkwhV0pmt9vbAU08xpv0EOTnNaGoyhEjEQUkJIJ0xGh8PyOuUyuVKRLqtW4Enn5Qsy8wEDh7s6klmYyO7TU3DZHtZW1sPKl8zVcIIBy0tLTKpwtqIukrE+oNAIEBoaCguX76Ma9eu9euiThGxsbEQiURwdHSEa+cDygPgcrnQ19dHS0sLGhsbe+wNpmnk+XsBshlfulLKp+792NraGhUVFaioqIBn53r/AUJ6ejqysrLA4/HYzARK93h4eEAoFLImwPLKXVSFMsocGXx8fHD37l1kZGRohX9VW1sbkpOTAWi+zFEaf39/2NraoqysDNeuXcMU6RlYSp/RVX+v3mJkZARPT0/cu3cPiYmJmDx5sqZDUjtCvfuNITgcjsz/qqAnflmM8CoNU2bNMGbMmC7LerLtoKAgnD9/XuHju3fvlru8J+N5eXnh4MGDCrctz5/qQTGsW7dO7jocDgevvvoqXn31VbmPv//++3j//fcVjrF8+XIsX778gbF0noCNiIjo8rq3bduGbdu2dbudtWvXygh3nd9nee/N4cOHZf43MTHBl19+iS+//PJBYSsNLZILKLqGQAA4O0tu0siKZBwcPnwaCQlJ8PGZAH//yZA+b3VwkJRPSnuSVVQAYrFEVJOehIyPB95+u2scHA5gZQV8/fV9T7J794A//+wqktnaSjzMVAktc1Q+AoEAxsbGaGhoQFVVVRfzR21C2z2+GEaNGoVr164hPz8fBQUFSm1v3t7ejtjYWACSbK++CD2GhoZoaWnRKZ8vRcIX0wmuvb0djY2NOmFmru6SXet/0pG1qRRMmbS3t+PUqVMAJDOq2n580BaYcsfbt28jOTlZrcJXWloaCCFwdHTs9+fF+M0UFBSgoaFB48eAlJQUtLe3w9LSEi4uLhqNRRoOh4OIiAj8/vvviImJwZgxY3Rm4kNbEYvFrICry/5ePSU4OBj37t1DUlISIiIidGKiiUKhqAda6khROb6+vuDxxKioSERICIF0AsGECcDPPwNnzwJJSRKxq61NUj558yYgPVnj6Cgpn5w+HQgOlohYXC5AiEQs6yyS/d//AUuXAnPmACNHSgQ6gUCSSSadgXv3LvC//wG7dgHHj0ueW1AgiaMvUOFLNTCZJ9pc7tja2orGxkYA2p3xBUhmWoKCggDc77yoLBITE9HU1AQzM7M+Z0roosG9IuFLT0+PbbGuC+WOra2t7GtRZ8YXMHBLHa9evYqamhqYmJhgQuf0aUq3SJc79iQDQFn0p5tjZ0xMTFhvpYyMjH5vr78wZY4hISFaJwz4+vrCwcEBbW1tuHLliqbD0XmKi4vR2toKfX192NvbazoclePj4wM+n4/q6moUFhZqOhwKhaJFUOGLonI8PT2hp6eHmpoalJaWPnB9PT1JJlhIiKRrJMOECcBPPwGnTwO3b0uyw9ragJISyf/SIpmzM/Dss8CMGcCwYZLyS6Yku7JSYsrPEB8PvPMOsGwZMHcuEBoKuLhI1rGykhXJMjKATz4BfvwROHoUiI0F8vIkXTMZqPClGpgZd202uGdEOUNDQ7YFsTbDmNynpqYqTVAkhLDGxKNHj+6TFwJwv0X0QBC+AN3q7Mh8x4yMjNS2Hw9k4au2thaXL18GAMyYMUMr/JR0Celyx7y8PLWM2djYyJbnKMv43cfHB4Dmha/Kykrk5eWBw+Fg2LBhGo1FHkzWFwDcuHEDDQ0Nmg1Ix5H29+rr77EuIRAI2KYYiYmJGo6GQqFoEwP/CKilxBXFYcqeKYgrUl3nAm2Bz+ezni1paWlK3TaPJylhDA4GpBsujR8P7NkDnDoF3LoFFBdLulWWlUkM9P85pwIgEbmWLAFmzQKGD5eIboz3Z1WVxPeMIT4eeP99YPlyYP58ScMANzfJOhYWwJ49LWxXsro6B3z8MfDDD8CRI5KGAbm5gA55dWsVumBwr+0dHTtjZ2cHDw8PEEIQExOjlG3evXsXFRUVEAqFGDFiRJ+3w/i46ZLwxWT7yRO+dMngXhP7MSN8NTY2DjhT6zNnzqCjowNubm4ICAjQdDg6h56eHisaqau7I5Nd5uDgoLTvAfMaMjMz0d7erpRt9gXG18bT05PNRNU2vLy84OTkhI6ODlY0pvSNweLvJU1wcDAAIDk5uU8d+CgUysCECl8aYu/tvYjKicJPt39S2RjqENd6OgZzwqfJjkZcrsQIPyioq0i2ezdw4gSQkCAps2xrA8rLgTt3ZEUyV1cgMhKYPRsYMQJwcrrvGSbpiikRZaysrJCUJMB//ws8/zzw0EPA6NGAu7uky6aZmWwmWVoa8OGHwPbtwF9/AdevA9nZgA5d86scpuRKFzK+tL3MURqm4+LNmzeV0kGRKZscMWJEv7KFdLHUkRFsdD3jSxP7sVAoZC/CB1LWV05ODpKTk8HhcDBr1iytKyvTFdRd7qjMMkcGW1tbmJmZoaOjA1lZWUrbbm8Qi8Vst92QkBCNxNATOBwOa0weFxfHTihSeodIJGKzJAeDvxeDh4cHjIyM0NTUpLHvGoVC0T6o8KVGcmtyEV8Uj4TiBPyWLFE99ifvR0JxAuKL4pFbk6vU8dQhrvV0DG9vb3A4HJSUlPQ640ETAh7TVTIgQCJSMYwf39ULrLVVUj6ZkgK4u0tm1hwcHODm1rV8kqlwqauTCGAMCQnAmjXAiy8CCxcCY8cCHh6AkRFgYiIrkqWmAuvWAd99Bxw6BFy9Kul4+U+yyYBFFzy+dC3jC5DM+tva2qKtrQ3x8fH92lZxcTFycnLA4XAwevTofm1LF4WvnpQ60owvxQy0ckexWIwTJ04AAEaOHDko/HVUhaenJ4RCIerr65Gfn6/SsaTLHJWZocfhcDQ+CZiVlYX6+noYGBiwsWgrHh4ecHV1hUgkwqVLlzQdjk5SWFiI9vZ2GBoawtbWVtPhqA0ul8t+d5OSkjQcTc8Ri8WaDoFC0UqUNeFFuzqqEfet7ux9DiSzvuWN5Ri5YyS7nKzp3webW5OLiqYKcDgcGXFtScgSEEJgbWgNN/P+dUXqyxhGRkZwdXVFbm4u0tPTe3VRLC2uhTqG9it2VYzB4QCWlpLbnTsSI017e3uMHy8RyhjiiuLw9pm38d8xG+GIUEhbgLm7S8onpbtblpRIRLWGBokAxhAfD0h1kJXByAjYuRNYtEjyf0qKRDST7mxpby/5a2wsiV1XYC7C6+vr0d7eDr6q23P2AV3M+OJwOBgzZgz+/vtvtosWj6n17SWMt1dAQADbybCvDDSPL10sdVT3fmxtbY2srKwB09kxLi4OZWVlMDAwYLNXKH2DKXdMTExESkoKXF1dVTYW081RmWWODD4+Prhx4wYyMjJACFF7BiBT5hgYGAg9Pe2+BGCyvvbs2YOEhARMmDCh378rgw1GwHV3dx902abBwcG4ceMG0tLS0NbWptXeigKBAFwuF0VFRbCxsYFAIBh0nxeFoghCCMrLy8HhcPp97afdv3oDjH0P70PkX5HoEHeAQCJwMX/1uHrYvWB3v8dQh7jW1zF8fHyQm5uLtLS0Bwpf2irgPYjujO0ZcS3I9idsnS0rro0bJ7lJQ4gkM6y0FDIimYcH8MILXUWy5mZJ1lcR4jBlz9vYOH0jUuND8eGH8mM1MJCUeDIiWXJyV5GMuZmayopkjIi3cfpGlYmRXeM1gFAoRGtrK6qrq7Vy9lIXM74AICgoCOfPn0d9fT2Sk5NZf4zeUFdXhzt37gC4Xz7ZH3Qx46snHl+1tbUQi8VabTKsKQF3IGV8NTU1ISoqCgAwefJkufsEpXf4+/uzwtfMmTNVdmGoijJHBjc3NwiFQjQ2NqKwsBDOzs5KH0MRzc3NrM/q8OHD1TZuf3B3d4e7uztycnJw8eJFzJ8/X9Mh6RSD0d+LwdHREZaWlqiqqkJaWlqfzmvUBZfLxZAhQ1BcXIyioiJNh0ORg0gkgkgk0moBdSDD4XDg7Ozc54l5Bip8qZHFwYvhZ+MnIxAxxCyPwQiHvhtBM6hDXOvrGL6+vjh9+jRyc3PR1NTU7YWANgt4imhubmYvGBnhqz/iGocjKbPsPMGpSCRraJCIYJ+l7EVUqiR77QnPUKxYISuSlZZKBLLmZknWF0N8PPDRR/Jfm1AoaRbwxBOS/7+Ikoh4b+79Cf/2CJURyczNlZNJ1llc43A4sLS0RHFxMaqqqrRO+BKJRKwPiS5lfAGSbIqwsDBERUXh2rVrCAoK6vVFZUxMDMRiMdzc3ODo6NjvmHRR+Oou48vExAQ8Ho/dT8yljQa1iPb2do3txwNJ+Dp//jxaWlpgZ2eHkSO7/uZTeo+npycEAgHq6+tRUFAAFxcXpY/R1NTEigWqEL54PB68vLxw584dpKenq1X4SkpKgkgkgp2dnU6V3U6ePBm7du3CrVu3MGHCBJ2bWNIUHR0dbFnwYPL3YuBwOAgKCkJ0dDSSkpK0WvgCJFlfrq6u6OjooIb8WsjPP/+M6upqLFq0SOuuPwYDfD6/36IXQIUvjcEFF2KI2b/KQh3iWl/HsLCwgJ2dHUpLS3H37t1u22hrs4CniJKSEgASLx+mI506BDwAyKv9R2Az4uBghpTAtngJnv+gq8DW2CgRwKSP3UOHAitXdhXJ6uslJZfNglzEF0lEvCNZkjGiK/cj+sslAAjQZA3UukEgAPbuvS+SJSUBv/4qP5PM0lKxSCav/JQRvrTR56umpgaEEPD5fLZMT5cIDQ3FpUuXUFJSgpycnF6dKLe2trL+YMrI9gJ0T/hqb29nO7XJ+/w5HA7MzMxQVVWF6upqrRW+mFJMoVDIHsfUhY2NDRtDR0eH1pdiKaK4uJj9PsyePVurs/t0CabcMSkpCcnJySoRvpgyR3t7e5UJv97e3qzwNXXqVJWMIQ+mzDEkJESnyqhcXV3h6emJzMxMREdHY+HChZoOSSfIz8+HSCSCsbExrKysNB2ORggODkZ0dDQyMzPR0NAAY+nZXi2EKeXSRiuPwYxIJEJhYSEIIaisrFRpqT1FtejmWaUOY2tkC3tje7iYuuC54c/hx5s/Ir8uH7ZGylePVSWu9WcMHx8flJaWIi0trVvhS5sFPEXIK3NUh4AH9F5gMzKSlExKIy+TDJB0liwrA4bscQcS748i2VA5sELq/VtL0NYmKY1kSEgA1q+XH7eeHrBv332R7OT1XOz/qwJWVhzsaZGIa/tu78dD7ktgakrQZtAGQHmdHZVZsinti6RLFxUMhoaGCAkJQVxcHK5du9Yr4evmzZtobW2FlZUVvL29lRYPALS1temECMJ0dORyuQpT4S0sLFBVVaXVPl+a3I+NjIzYcubKykrY2dmpdXxlQAhhDe0DAwPh5ta/knyKLP7+/khKSkJqaqpKyh1VWebIMHToUHC5XJSXl6OqqkotmZWlpaUoLi4Gl8vV+swXeUyePBmZmZlITEzExIkTB62Q0xsYf68hQ4bo5DmJMrC0tISTkxMKCwuRnJzc76Y7lMEJM7ENDIyM9MEMnYZUM86mzshZlYOY5TFYEboCMctjkLMqB86mykt3Z8S1kY4j8d3c7zDScSTsje2VKq71dQxfX18AQGZmJpsd8SC4/+ymXBXursoYg8n4ki4hWBy8GDHLY+SuH7M8BouDF/d5PGn2PbwPelyJMCBPYNv38L4+b9vQUGK+Lz0G/tk2OLJjNDcDubnApEn3n+/tDbzyisRLLDwc8PGRlEMCQEeHbCnn7FPu2KMfis8bR6KuQ2JwXdVSjmm/j8SoH0KxOE7yflVXV+P2beDtt4HPPgN+/hk4e1aSXVZWBvQ0S1yZnU8V+XupoyupshgzZgwA4O7duz02GBeLxYiJiWGfr6wTbKFQyGbK6ELWl7S/l6L3gMny0saMRQZNGdsDktluJutLV08uk5KSkJ+fDz6fj+nTp2s6nAEHU+5YV1eHgoICpW67qakJWVlZAFQrfBkYGLCCaEZGhsrGkebmzZsAJJOPuug35+TkBG9vbxBCEB0drelwdILB7O8lTVBQEADd6u5I0S6kJ9srKys1GAmlv2j3FPoARagnZO9zOByZ/5UBI64JeJKuIC+MfAFtojaljtPXMezt7WFqaoq6ujpkZWV1205bHdlxyhyjO2N7QLUZeNqUIdc5A3jsWMmtM62tEpFKeuJ2bdA+fJgYCTGngxXV2L8iPayw3wKUV6CqqgoJCcCmTfJj5XIl5ZWMcf+tWxJxzM4O4FnmQmAuySr7NVF5jRMYMaOz8KWOrqTKylyzsrKCj48P0tPTcf369R4ZCaempqKmpgYGBgbdZnH2Fg6HA0NDQzQ0NKCpqQmm0mmEWkh3/l4MjPClCxlfmvLRsba2RkFBgU52dhSJRDh79iwAYOLEiVq/z+oifD6fLRVMSUlRarkjU+ZoZ2en8owib29vZGdnIz09nZ1wUBUikYi96A8JCVHpWKokIiICGRkZSEpKwoQJE6jPTje0tbWhsFDSZXww+ntJExgYiFOnTqGwsBCVlZU0W5DSa6jwNXCgwtcARdXiWl/H4HA48PX1ZVsMdyd8abOA15m2tjY2Q6Gz8KXO8lZAO0tc5SEUAp2vWdY8shjzx8oX1048GoMQu6HYvv0L1NbWYuRIMV57jdvFk6yiAhCL72eVARLj/s2b//lnrTuQ/899wgE4QFmnstDVdUSuJ5mtraQ8Ux7SnfDU0ZVUGmWKa2PHjkV6ejpu376NKVOmyPhVyRPYrl+/DgAICwtTui+FtPCl7TAxdufvxohJ2ix8aaqjIwNjcK+LJ5elpaWor6+HgYGB0rzuKF3x9/dnha8ZM2YoLctUHWWODD4+Pjh16hRyc3PR3NysUj+9jIwMNDU1wdjYGEOHDlXZOKrGwcEBfn5+SE1NRXR0NB5//HFNh6S15OXlQSwWw8zMbNA3AzAyMoKnpyfu3buHpKQkREREaDokio4hLXxVVVVBJBIpxWidon6o8EVRO4zwlZGRAbFY3K3xr7YKeJ1hyhxNTEy6mGeqQ8ADdC9D7kF0FtdsbQE7u/ud8fz9a/HFF11P6NrbgfJyQPpcLyAAWL0aKCkBbqftQ7J3JMCVyiqTKguNNN+Nz9cqjuu33+5nkiUkAD/9BNjbA3fu2IIQMYqK7BF27L6ip6qmBqoS11xdXeHo6IiioiLExsbKnCR2Ftjy8/NRUFAAHo+HsLCwfr0eeeiSwX1vMr5oqaNiGOFLFzO+SktLAUgym7Xdk06XGTp0KFvuWFhYqJTOiM3NzWxpWEBAQL+39yAsLCxga2uLsrIy3L17V6W+W4yp/bBhw3S+0UJERARSU1ORkpKCkpISnepOqU6k/b0oknLHe/fuITExEeHh4YPW84zSN6TP2cRiMWpqamjmoI5Cz8woasfV1RX6+vpoampCfn7+gDD/fVCZozoEPF3KkOuO7sQ1DocDCwsLVFRIyh3lzWTy+YCjo+yyMWMkNwmLkVCsuGSzPW8EzN+UiGTSmWTl5ZJMMmk9ICEB2LKF+U/SnevnnwEE7QMWRgK8rk0NuNDDc5a7ceyYbDaZAj90haiqYyiHw8HYsWPx559/IjY2Fs6Bzqhtq5UrsJ0+fxo1qMHk4MlK65YknVXGiEiMf5Y2wwhf3WVuMPtrQ0MD2tvbta5zk0gkYrPRNJUlwHh8VVZWPnBiRNtghC9dNOXXJTqXOypD+EpLS4NYLFZLmSODj48PysrKkJGRoTLhq76+Hnfv3gWg22WODLa2tggICEBycjIuXLiAJ598UtMhaSXU30sWX19f8Pl8VFdXK00spwweOjfUqqiooMKXjkKFL4ra4fF48Pb2RmJiItLS0gaE8MVkfCkSvtSFrmTIdceDxDVLS0tW+PL09OzXWPJKNkePltw6IxJJyiilzfiDgiQG+3l5bYiNzUNjozE4HDuUpSyGqMJPtuPlP4i3x+D74hH4vtPy338HmMqNuDhg715ZYcze/v59oVC1HUP9/f1x9uxZ1NbWwusbL3a5IoHtnTHv9Hmszkhnlc0wnAFA+RlfyuzmydCTjC8DAwMIBAK0tbWhtraWzW7SFmpra0EIgZ6eHkxMTDQSg7m5OXg8Hjo6OlBbW6tTZTpU+FIf0uWO06dP73cGhzrLHBl8fHxw6dIl3L17V2WlM4mJiSCEwMXFReuON30lIiICKSkpSE9PR1FRERw7z3QNclpaWtjJWJrxJUEgEMDX1xdJSUlISkqiwhelxzAZXgDYDqG6aMVAkaA7U6mUAQXj7ZWens62iNVlioqKAGhe+BooCPWE7IVMZ3GNuRDuT7lYX7qS8ngS0Ulf//6y0aOBDRuA9euL8MwzP+Pdd/9AUREHbW2SLpPA/U6hnH/+zpsHzJoFDB8uyUxjKqKkJ48SEoCvvgLefx94/nngoYeAUaMANzfJ+H/80X3H0B9Gx2C86WI0N/ft/eFyuWzb7yXGSxR2DOWCi5V2K/ttMpxbk4v4ongkFCfIZJUViApQhCLkVOf0a/udUWY3T4aeeHxxOBytLneUNrbXVCkIl8tlZ1J1qbMjIYQKX2pk6NCh4PP5qK2tZX9/+0pzc7Naujl2xtHREcbGxmhra2NL05QJIYTt5jgQsr0YrK2t2U59UVFRGo5G+8jNzQUhBJaWlrTBhhTMPnPnzh2Ietr6mzLoqaurg0gkApfLhYeHBwDdOjehyEIzvigaYejQoeDxeKiurkZ5eblOd+dpb29n/Wio8KV6GO+h/ggHyi7Z7OyLxOUCPs7ySza3bbaFs9S5qFgMVFcD0pWCw4YB//d/6GLcX1oq8TDrMnEv5gJcMfs3MhKAZMJXJpPsxg1g9+6uGWTMTVqzGTFiBKKjozGkYQh+n/k7Hjn1SJfXvRzL8eaMN/v0nkmjqGzzxZsvAgB2JO3A0keW9msMVTcc6JzxpSirzMLCAmVlZVppcK9pfy8Ga2trlJWVoby8HF5eXg9+ghbQ0NCA5uZmcDgctlyTojqYcsfk5GQkJyfDycmpz9tKT0+HWCyGra2tWrOiOBwOvL29kZCQgPT09H5nMHemoKAAlZWV0NPTU4tvmToJDw9HUlIS7t27h/z8fKV299R1qL+XfDw9PWFoaIimpiZkZWXpzG8LRbNITwhKWzFQdBMqfFE0gkAggKenJzIyMpCWlqbTwldZWRkIITA0NNRYedBggsn46lxz31uUWbLJiHDSZVk9Fde4XNlsL0BxuSUhQE0NwFTT2RrZwlJgD2GLCzyqnsMd4Y9o4uXDxswWlVVAaysgfQ2ekABs26b4dfzxB/DYY5L7N28KcfnyYjQ0ZCK2IBdwlmStEYjBAQcEBFaWVko5ue6ubJMLLpZbL+/3GKryRGPoLHwp6rSpzRlf8vZjTcCID7o0q8pke1lZWVFjezXh7++P5OTkfpc7aqLMkcHHxwcJCQnIyMjA7NmzlZppyZjaBwQEQChUvu2BJrG0tMSwYcNw69YtXLhwAc8884ymQ9IaqL+XfLhcLgIDA3Hjxg0kJSVR4YvSI6Q7XetiNjpFFnp2RtEYPj4+rPA1adIkTYfTZ6SN7WmnGNUjnfFFCNGK91x6RkgaZfuhcTiy3SqdTZ1R9NZ9cY2Qf8S19UIQAtTVAdJe6yNGSMonpTPIGBP/lhZZkezmTeDYMRcALsDNAuB5e5A6FyDhOZARP0LfNgMRYRHgcDi4du1+Jpk8TzITE0nsilgcvBh+NvIbDizHcoRwQ/r1vgGq9UQDJMJXDWpwt/EuaoprFGaVMfuIMjK+lO1Vpk0ZX4BunVzSMkf14+XlJVPu2Jesr5aWFmRmZgLQjPA1ZMgQ6Onpoba2FqWlpUrrUtjW1oY7d+4AGFhljtKEh4cjMTERWVlZyM3NHRB+sf2lqamJPRZR4asrQUFBuHHjBtLS0tDW1gZBb7sKUQYd0uf3jPDV1NSE5ubmbpsZUbQTKnxRNIaPjw+OHDmC4uJi1NbWwkzaNVyHeFBHR4pyMTc3B4fDQXt7OxoaGrQiy056RkjdKBLXOBxZI35A4hM2alTXbRAC1NfL+peFhgIffABcu5aF/PxWdBxLQEerPUqKxWiJfwFL/v0zpoZJOlnevAns2KE4xgMHgEcfldy/erWrSGZnB1T80+BQXsMBZZjbdyeuxSyPwQiHEX3eNiEETU1N2IIt2HJwCwDFWWVpT6YBUE7Gl6Kssr6iyf1YGqacoKKiQmvE7QdBhS/1w+fz4eXlhZSUFKSkpPRJ+GK6OdrY2GikRJXP58PT0xPp6elIT09XmvCVmpqKtrY2mJubD1hByNzcHMOHD0d8fDyioqKwZMkSnThWqBKmzNHGxkZpnZYHEk5OTrC0tERVVRXS0tJU1k2VMnCQPi8SCoUwMTFBfX09KisraZMEHYQKXxSNYWRkBFdXV+Tl5SE9PR2j5F2R6wBU+FIvPB4PpqamqK2tRXV1tcaFL0KIwowvXYHDATp74IaFSW5FRfr4/vufwOVysWrVKvzyyy/Iy6vCjBnhbBeysDBgzRr5nmQNDYB0JfPNm8D3nVtaAoCpLfC8PYbYuOCtqRJPtHvlebhydCHS+CbQ0yOwt+fIiGUWFt1nkilCnrjWH1pbWyEWi/EIHsHf3L+7zSrrb8aXqrzKpPdjaeFLFR0wHwQzq9rc3IympqZuGwZoC1T40gz+/v6s8DVt2rReCx+aLHNk8PHxQXp6OjIyMhAeHq6UbTJljiEhIQNaDJo4cSJu3bqF3NxcZGdns+bTgxXq79U9HA4HQUFBiI6ORlJSEhW+KA+k83mRtbU16uvrUVFRQYUvHYQKXxSN4uPjg7y8PKSlpemk8CUSiVBWVgaACl/qxNLSErW1taiqqoKrq6tGY2lubkZraysA3RW+usPR0RFubm7Izc3FgQMHUFpaCmNjPkaPvp8hxYhk8mhqAvj8+/+PGgWsWydPJHNG3ZYc7DwvwKRQiSfa51ub8eY1iWfWxYtdty2dSXb5MrBzp/xSSzs7wNLyfjfPzg0Huuvm2ROYjLRQQSjei3yv26yytrY2AJISq5aWFuhLp9n1AFV5ldXX17Odi6Szb5WdVaaIzgKbubk5ampqUFFRofXCl0gkYssyqfClXry8vKCnp4eamhoUFxfD0dGxx8+VLnPUpPm7t7c3AEl36Lq6un534quurmYFkIFa5shgZmaGkSNH4saNG4iKisKQIUMGtND3IKi/14NhhK/MzEw0NjZq/e8LRXPIm9i2srJCdnY2NbjXUajwRdEovr6+OHPmDHJzc3WyXrq8vBwikQhCoZA1raaoHgsLC2RnZ2uFQTgTg4mJCfjSCs8AYuzYscjNzUV+fj4AycVUT7+rjBE/Q3ciWXOzEIwvOIfDQfgEQ0ybFo26OgM4OAxDVZWQFcpqayWCFsOtW8CuXYrj+PNP4JFHJA0Hrl8RYNfXHEy2fwHWtm24eFQoI5JZWUmaDvSUzsb2gOKsMoFAwHaWqq6u7rVgriqvMubkztzcHPl1+SrtgCmPzgKbtbU1ampqUF5ervWlWhUVFRCLxRAKhf0WLSi9QyAQwNvbGykpKUhOTu6V8MV0c9RUmSODkZERXFxckJ+fj4yMDISG9k9gZrK9PDw8dNZCojdMmDABCQkJKCgowL179wataXlDQwMrwFPhSzFWVlZwcnJCYWEh7ty5g9HyOglRKAAaGxvR3t4ODofDXuNRg3vdhgpfFI1iaWkJGxsblJeX4+7duzqXdkyN7TWDtMG9ptEWQ3BV4u3tDSsrK3aGa8yYMSoZp7OWFhoKzJ17E7W1tXjuOUeZtPKWFkC6ed7YscAnn3Q17S8tBaqrJRlggMQT7fZtYM8eAOAA6Npw4NAhYOFCyf3oaNlMss43a2tZ4asnWWUWFhYSM/yaml4LX6ryKpPej1XdAZOhu7LNav1q1KBGJ04upcsc6e+A+ulruaM2lDkyeHt7Iz8/H+np6f0SvgghuH37NoCBn+3FYGJigrCwMFy7dg0XLlzA0KFDB+X3kMn2sre317lJZHUTFBSEwsJCJCUlUeGLohDmvMjMzIzt1sw036EZX7oJFb4oGsfX1xfl5eVIT0/XaeGLoj6YlGPmR0mT6Lq/V0/gcDgYP348/v77bwQGBqpV5DM0NERtbW0Xg/vOFYIjR0pu8mhrk83gGj8e+PRT+Z5klZVdM8n27lUc3+HDgJubJLacHHe885IznrDLgaNIAIMUDj50eQGWNm3gNQrRYSgR68zNzVFYWNhv4VaZXmXS+7GqO2Ay9ERgG1mh4EPtA6ryK6P+XppFutyxpKSkR7/Hmu7m2BkfHx+cO3cO2dnZ/eo2l52djdraWgiFQvj6+io5Su1l/PjxiIuLQ1FRETIyMuDj46PpkNQO9ffqOQEBATh16hQKCwtRWVnJZvFQKNLIO79n9pWqqiqIxWJwe1MeQNE4VPiiaBxfX19cunQJd+/eRUdHB6uq6wJU+NIMjPCiDcIXI14MZOELAIYPHw5bW1vY2vbPD6u3MP4b/ens2PkasjuRrL1dViSbMAH43/+6CmQlJfdFssbGRgBAcbEd9u0DZLPI7meVHT4MLFggEb6ys93x3ntuGD68qx+ZnZ2kIYCiQ6EqvMqkOxfNCZ6jsg6Y0nQrsHH08BB5SKkZX6ryK6PCl2YRCATw8vJCamoqkpOTe/R7nJ6eDpFIBGtra7Uf0+RhbW3NdpvLzMyEn59fn7bDlDkGBgYO2NJ7eRgZGWHUqFG4cuUKoqKi4O3tPeiyvqi/V88xNjaGp6cn7t27h6SkJERERGg6JIoWIq+ig8n+6ujoQE1NzYCu9hiI6I7CQBmwODg4sO1hs7KyWKNXbUcsFqOkpAQAFb7UDSMyNTc398kgXJlICwYDHScnJ7WPyfhm9Uf46g2drxW7E8k6OiRdJc+fl8Q2YkQD/Py6llqWlgIVFfczySwsLFBS0oELF5xw4YL8bf/1F/DQQ5L7589LOmHeN+53xnc+OXCyF8DenoNlkS9AzGmDUK9r2WZPUVSyq+wOmNJ0V7Z54ZkLOLv3LGpra/uVAaOqLpjSSAtfmuiCSZFkbaWmpiIlJQVTp059oOiRmprKPk8b4HA48Pb2xvXr15Gent4n4aulpYV9XcOHD1d2iFrPuHHjEBsbi9LSUqSmpmrNZ6sOmC7XHA5H6z0RtYWgoCBW+AoPDx90Qinlwcg7v+dyubC0tERZWRkqKysHxbn/QKJPwte3336LTZs2obi4GAEBAdiyZQsmTpyocP2ff/4ZGzduxN27d2FmZoZZs2Zh8+bNNLWUAkBywufr64vY2FikpaXpjPBVWVmJjo4OCAQCui+rGaFQCCMjIzQ2NvbJIFyZDAaPL03CeJWoS/jqDUxGFhPbsGEiKPopFInu3zc3N4e7exwefvgKPD3Hd8kmKyuTLbe8fRvYv7/zFu+LXH//zcH8+ZL/z56ViGTyssjs7SW3zuKevM5FquqAqYjOApuBvgHbBKCysrLP33FV+5U1NjaioaEBAGBra4uN5zaqpQsmRRZvb2/o6emhurr6geWOra2tuHfvHgDNdnPsjI+PD65fv46MjIw+ldDcuXMHHR0dsLGx6ZXJ/0DB0NAQY8aMwcWLF3HhwgX4+voOmjIkJtvL0dERQmHfJ0AGE76+vuDz+aiqqkJRUZFGJvYo2o0iKxNra2uUlZWhoqJi0DbT0FV6LXz99ttveO211/Dtt99i/Pjx2L59O2bPno2UlBS4urp2Wf/y5ct49tln8cUXX2D+/PkoLCzEiy++iOXLl+PQoUNKeREU3YcRvvp6wqcJmDJHe3t7OlOkASwsLNDY2IiqqiqNCV9tbW3sRe9AL3XUFOrO+OoLzc3NAGS7OnaGx7t/38LCAg4OJXBxqcC7747rcvwQiSSZZAyTJwOff941i6ykpKtIlpgI/P674liPHAHmzZPcP3NGIpJZWnYgI2M0jI0bcfmyJZycADs7Z2SszIGxgQAcDgcvjHwBbaL+ZZXJozuBzdraGnl5eSgvL+/zd1zVfmVlZWWoQQ30TPRwp/KOWrpg0qyyrkiXO6akpHS7vzBljlZWVhrt5tgZV1dX6Ovro7m5GQUFBXLPqbuDKXMcPnz4oD0nGTt2LG7cuIHy8nIkJycjKChI0yGpBerv1XsEAgF8fX2RlJSExMREKnxRuqBoYpt2dtRdei18ff7553juueewfPlyAMCWLVtw6tQpbNu2DevXr++y/vXr1+Hu7o5XX30VgOSgvGLFCmzcuLGfoVMGEm5ubhAKhWhsbERhYSFcXFw0HdIDKSoqAiARvijqx9LSEgUFBRr1+WLSoPX19WkXJRWhDI8vVcN4fHUnfEljZmYGAOjo6EBjYyOMjY1lHpcWyQAgJERyk4e4U/XhlCnAF190FcmYTDLpw1ViIvDHHwDABzAFgEQYYzh6VIi5cyX3T5/m4PvvhTLZY9LZZE5OXb3UeoKzqTNyVuVAwOsqsDHCV39OLlXVBZOhtLQUW7AFqAc279is0i6YDKryKtN1/Pz8WOFrypQpCsUf6W6O2iQQcblceHt7IzExEenp6b0SvsrKylBYWAgul6tzTYKUib6+PsaOHYuoqChER0cjICBAJyZS+wMhhPp79ZGgoCAkJSXhzp07mDFjBnidf3wpgxbGSgXoOrHNCF+62NmxpKQEZWVlcHJyGpTVSr0Svtra2hAfH4//+7//k1k+Y8YMXL16Ve5zxo0bh/feew/Hjx/H7NmzUVZWhgMHDmAuczZNoQDg8Xjw9vZGUlIS0tLSdEL4ov5emoX5IepvZ7z+MJj8vTSFLmR8MbH1VPji8XgwMzNjfVk6C1+9ofM1XXciGSGSG8PUqcCWLUBiYilu3iyCWGwNPt+FFco6Z5L9+afiOI4dA+bMkdw/dQrYsUN+qaWdHeDsLCuSSWeRcTgc9n+mbbiyZlVV4VdWWlqKR/AI/uL8BRERqawLpjq8yqTRxawyb29v8Hg8VFVVobS0VO6klLaWOTL4+Piwwtf06dN7/Dwm28vLy4udLBisjB49GtevX0dlZSVSU1O18nNWJtXV1airqwOXy+11luBgx9PTky2pz8rKomVrFBZmUt3Y2LiLxyhzbqKLwldycjIuX76MESNGYP78+ZoOR+30SviqqKiASCTq0rnIzs6OFQE6M27cOPz888944okn0NLSgo6ODjz00EP46quvFI7T2tqK1tZW9v+6urrehEnRUXx8fFjha9q0aVo1E9sZQgjt6KhhGLFJk8IX9fdSPQNR+AIkPl+1tbWoqalRm9DP4ciWUDIi2YULqXB1jf7nREgSC+mUoDRjBqCvL7+7pTyR7OBBxXEcPw7Mni25f+KErEgmnUnW3OyAjg5ev4UvVfqVlZaWIhjBeHra03jszGNdHldWF0xVe5V1RhezyoRCIby8vJCWlobk5GS5wldGRgZb5qgN3Rw74+npCR6Ph8rKSlRUVLAXWN0hEomQmJgIYHCa2ndGKBTC398f8fHxKCkpGfDCF5Pt5ezsPKg6eSoDLpeLgIAAxMbGIikpiQpfFJbuzu+Z43JDQwNaW1t1ylevrKwMwODtQt0nc/vOggQhpNuU8ldffRUffPABZs6cieLiYrz11lt48cUX8eOPP8p9zvr167Fu3bq+hEbRYYYOHcrO1lZUVGiV90Znqqqq0NbWBj09Pa2OcyDDZHxpstRRkfElRXlou/AlFovZdPjeZFpYWFggNzdXo8Itg7z9uPNP+rBhkps8OotkM2cChobyBbLOIllSEnD4sKLI3LF4sTsEgmyIxWKcPMmVm0nG3FxdJeJcZ7orp+wPYrEY5eXlAO6fHKuqC6aqvcoA9WeVqQJ/f3+kpaUpLHfU1jJHBqFQCHd3d2RmZiI9Pb1Hwtfdu3fR2NgIIyMjDB06VA1Raj/m5uYAJN0OBzrU36t/BAcHs821+tNBmDKw6K6iQygUwtjYGA0NDaioqNApfzjpLtSDkV4JX9bW1uDxeF2yu8rKyhS+gevXr8f48ePx1ltvAZAcYIyMjDBx4kR8/PHHcrNl3nnnHaxevZr9v66uTidK3yj9QygUwsPDA3fv3kVaWppWC0pMtpednd2A94/QVpgfo7q6OnR0dEBPr086fr9gfhip8KU6GOGrublZKxtfSAty+vJUFwUwF2baIHz1t2S3s34QHCy5yaOzSDZrFmBs3DWTTHIjMDNrgVgsRnV1NZKSrPDXX4rjOHlSIroBktLL7dulhTGh1H0O3N2FfZz6u09VVRU6OjrA5/Mx1GGoSrtgqtqrDFB/Vpkqyim7K3dsbW3F3bt3AUiEL23Fx8cHmZmZyMjIwPjx4x+4PlPmGBwcTD2K/mGwCF/U36v/ODk5wcLCAtXV1UhLSxvUHnmU+zxoYtvKykrnhK+Wlhb2mEiFrx4gEAgwcuRInDlzBg8//DC7/MyZM1iwYIHc5zQ1NXW5IGV+mEnnM+B/EAqFOpU2SFEePj4+rPA1ceJETYejEOmOjhTNYGhoCIFAgLa2NlRXV2tEKKUeX6pHumlAc3Oz1vnXMMKXgYFBr0Q55sKspqZGBVH1DnWW7PZGJAM4+O47EUpLJVYLc+ZYwcxMkUjWNZNM2qi/M9Ii2ZEjnUUy2ZJLd3dAXu8KZubU1tYWLmYuKskqk4cuZ5VJo4pySqFQiKFDhyI9PR0pKSkyv9FMmaOlpaVWn/R7e3vj+PHjyM/PZzO5FNHQ0MCKeSGKzP0GIUwDkYEufFVUVKCxsRF6enpwdnbWdDg6CYfDQXBwMKKjo5GUlESFLwqAB58XWVlZITc3V6d8vpgyR1NT015N1A4kej3fuXr1ajzzzDMIDQ3F2LFjsWPHDuTl5eHFF18EIMnWKiwsxN69ewEA8+fPx/PPP49t27axpY6vvfYaRo0aBUdHR+W+GorO4+Pjg6NHj6KoqAh1dXUwNTXVdEhyocb2mofD4cDS0hIlJSUaEb5EIhErWlDhS3VwuVwYGBigubkZTU1NWit89cbfC7g/i6hp4aulpYV9DdqYuWhjY43S0hKUl5djwgQfBAUpXld6Lm3uXMDSUn6pZVmZrEh2544kQ0wRp08DjM/4338D330neX5LizGqq0cjMNAG589Lsso8PCQimbRJv7JQpVcZoJ6sMnWUU/r7+7PC1+TJkxFfHI+3z7yNaWQa+7g2ljkymJmZwd7eHiUlJbh79263glZiYiLEYjGcnJy00rNMUzATC3V1dVqZKawsmGwvFxcXjWS9DxSCgoIQHR2NzMzMB4rNlMHBgya2ddHgfrCXOQJ9EL6eeOIJVFZW4sMPP0RxcTECAwNx/PhxuLlJTlSKi4uRl5fHrh8ZGYn6+np8/fXXeOONN2Bubo4pU6Zgw4YNynsVlAGDsbExnJ2dUVBQgPT0dISFhWk6pC5QY3vtwcLCAiUlJRrx+aqtrQUhBHp6ev3qykd5MIaGhqzwpW0wMfX2RFm6FEeTF2bMyZ2RkZFWZlr3prOjtJYRFIRuRTJp5s8HbGzki2SdM8nu3JEY8ktwA+CGU6eAzz6TLDlzBpgm0Vdw+PB9kaxzFpmdHeDpKfFC6ymq8iqTh6qyytRRTunj48MaxJeVlbGZZS2cFszETJ0wO/fx8UFJSQkyMjIUCl+EELbMkWZ7yWJsbAwulwuxWIy6ujr2eDvQoP5eysHKygqOjo4oKirCnTt3MHr0aE2HRNEgbW1taGhoAKB4QlDZXafVARW++uhw8e9//xv//ve/5T62e/fuLsteeeUVvPLKK30ZijII8fX11Wrhq7a2Fs3NzeByuXSGVcMwP0ia8EmSrv/X5uyBgYChoSEqKyvR2Nio6VC60NeMLxMTE/B4PIhEItTW1mos20rbO5Oq4+QyMFBy6wkLFkgErNJS4OTJm6is5MPEZChqa/W7iGTJycCpU4q3dfYsMHWq5P6hQ7IiWeebl5dEJJMWuXQxq0wd5ZRCoRBmbma4k3UHh2MO47cMSWZZIknEBNMJKBAVoLWmVauN+n18fBAdHY179+4p9LAsKipCeXk59PT0ENjTHXiQwOFwYGZmhurqatTW1g5I4YsQwgpf1N+r/wQHB6OoqAhJSUlU+BrkMNcUBgYGMnYb0lhZWQGQnEPpSlYpFb76be1KoSgfX19fnD17FtnZ2WhpadG6OmQm28vW1pamlmsY5mJdExlf1N9LfWhzZ0dpj6/ewOFwYG5ujsrKStTU1FDhSwFMCXNFRUW3HaTVRUCA5NbS0oK2tr8BAG+//bZcD7CFCwFHR8WeZNIWkcnJkpJKRZw7B0yZIrl/8CCwbZtikczbG+hrpY6qs8rUUU4JAK9mvSq5c/N+ZlkjGrGpbhM2/bAJgHYb9dvb28PU1BR1dXXIzs6Gl5dXl3Vu3rwJAPDz89O68yRtQFr4GoiUlpaiubkZAoGAWscogYCAAJw6dQqFhYWorKxkhQ3K4KMn50Xm5ubg8Xjo6OjQ6ORlTyGEsB5fVPiiULQIKysrWFtbo6KiAnfv3kVQT+tV1AQ1ttcetCXji6JadEH46m3GFwBW+KqurtZYqYq278eWlpbgcDhobW1FQ0MDTExMNB0SAFmTWEWiJyOS9YRHHgFcXOQLZCUlXUWys2cVb0taJPvzT+Dbb+WXWtrZAT4+XUUyVWeVMaiqnBIAds7bieVHl0MMMZtRxqALRv0cDgfe3t6Ii4tDenp6F+Grvb0dd+7cAUDLHBWhTQ1EVAHj7+Xq6kq7eSoBY2NjeHh4IDMzE0lJSYiIiNB0SBQN0RPhi8vlwtLSEuXl5aisrNTacyiGmpoatLW1gcfjDWpRlwpfFK3E19cXly9fRnp6utYJX4yxPZ1h0zzMj1J1dbXaU41pxpf60AXhqy9muNpwYabt+7Genh4sLCxQVVWFiooKrRG+lF0y4O8vufWExx4D3Nx6lkmWkgKcP694W+fPA5MnS+7/8Uf3mWR+fn3PJJNG1eWUALB05FIUJxbjvbz3ujymK0b9Pj4+iIuLQ0ZGBgghrEn/xukbIawUorW1FWZmZtTfSQEDvbMj9fdSPsHBwazwFR4ervEMY4pm6OmEoJWVFcrLy1FRUYGhQ4eqI7Q+w5yz2NjY6ERZpqqgwhdFK2GEr7t37yr0t9AU1NheezA1NdWYga22Z8oMJHRB+OpLxpc2dHbUhf3Y2toaVVVVKC8v15qLPE16Zfj5SW494fHHAQ+Prob98jLJUlOBqCjF27pwAQgPl9z//ff7mWTSNyarzM8PUNTzQ10m/R4eHsD9XkvggNMl+6s/qNqo393dHQKBAPX19SguLpbNKquQZJUNGzaMXpwrYCALX2KxGLm5uQCov5cy8fX1BZ/PR1VVFYqKiuDk5KTpkCgaoKcTgrrU2ZH6e0nQHjWBQpHC0dERJiYmqK+vV+hvoQnq6+vR0NAADocz6A8e2gCXy4WFhQVbLqYu4YsQovWZMgOJgSp8MfurJkp1AUm5VH19PQDt3o+tra2RkZGhVd2TdOUk0tdXcusJixYBQ4fKF8nkZZJFRyveVnQ0MGmS5P7+/V1FMnt7IXs/IIADY2Pll1OG+oXC+IIxTGGKERiBfOt8lLaU6oxRv56eHsxczXD73m0ciTvCmvT/mvQrWppbAABWHoO3ZOVBDGThq7i4GK2trdDX16e2G0pEIBDA19cXSUlJSExMpMLXIKU3GV8AFb50CSp8UbQSxt8iPj5err+FpmCyvaytrcHn8zUcDQUAK3xVVVWpLRukoaEBHR0dbOcoimoZqMKXpjO+GMFNKBT22pxfnWhb2/CBahLbG5Hsqack6/ZEJEtNBS5dUrytixeBiRMl93/5RXG5pb29pPumokyyzgy1HYqvPb9GdmY2LMwt8MrKV9Aubtcpo/6X7r0kuSNl0l/eXI4d2AEA2LF7h1ab9GsS6VJybWiMoUwYfy83N7dBXbakCoKCgpCUlITk5GTMnDmTvr+DDMasHuh5xpe2nJt0BxW+JFDhi6K1+Pr6ssLX3LlzteKkhZY5ah+a6OzIjMV0daGoloEufDU0NKC9vV3tYrq0gas2HF8VId3ZURugJrESU3wfn56t+/TTEv+ynniSpaUBly8r3pa0SPbzz92XWwYFARPGTkBuVi7GjBkDLpcLIVe3jPp/nPsjnj/2vFyTfh6Hhz0L9yhtLED5Jv2axNTUFIDkQrapqalPPozaCvX3Uh0eHh4wNDREY2MjsrKytN67iaJcmIlIgUDwwGMG8/tfX1+P1tZWCIWq+X3pL21tbez5HhW+KBQtZciQIRAKhWhoaEBhYSGcnZ01HRIVvrQQTXR2ZMbSZl+kgQRz8qFtwld7ezva29sB9E340tfXh1AoMamuqalhBR51oSvlusysan19PVpaWqCvr6/ReKhJbO/ojUj2r39JBCt5fmSlpYD0T296OnD1quJtXboETJjgif/+97/Ytw947TX5nS3t7IBhw4C+9E1QtVH/stBlyIvPw7qSdV0eu7r0Kka5jOr3GKo26dcUenp6MDY2RkNDA2praweM8CUSiZCXJzGvo/5eyofH4yEgIACxsbFISkqiwtcgQ7rM8UETggYGBjA0NERTUxMqKyu1tulZeXk5AMm59EA5DvYVKnxRtBYejwcvLy/cuXMHaWlpVPiiyEW6s6O60AVD8IEEIyoxQpO2lBkzQhyPx4NAIOj18zkcDszNzVFaWorq6mq1C1+6sh/r6+uzF7CVlZUa912hJQOqw9tbcusJzzwjEaweJJJxOBxkZADXryve1uXLwPjxkvs//QR8843i7pbDh98XydRh1O/m5gaUdDXnV1bTH1Wb9HdGneWUZmZmrPClrRelvaWwsBDt7e0wNDSEra3yOqFS7hMcHIzY2FikpqZi7ty5ffp9p+gm0pnwPcHa2hp5eXlaLXzRc5b7UOGLotX4+Piwwte0adM0GktjYyPq6uoAgJqJahHMRXtVVZXafDx0JVNmoCAQCNjunU1NTVrjqyZd5tjX/c7CwgKlpaUa8fnSpf3Y2toaDQ0NKC8vp8IXBQDg5SW59YQlSySClaJyy86ZZDExird19Sowdqzk/p49wDffCKWEMQ7s7O7/P2IE8E/FXZ8J9QuFcYzEpD+UG4o4cRzaDdp1xqS/M+ospzQ3N0dhYaFGO+cqG8bfy93dXatL1HUZJycnWFhYoLq6Gunp6QgKCtJ0SBQ10dsJQSsrK+Tl5WmNFYM86DnLfajwRdFqvLy8wOVyUVlZieLiYo1mWpWUlACQXCRqax33YIT5cWpra1Obj4euZMoMFDgcDgwNDdHQ0KC1wldf0WRnx97ObGoSa2tr5OTkaMXJJT2J1D2GDpXcekJkJBAa2nORLDZW8bakRbJdu7pmkkmXXo4cKV8kC3ILwkdWH6GmsgYcMQfTraZj+Yrl0Ocrp+RXHSb9miqnHIidHam/l+rhcDgICgrCxYsXkZSURIWvQURvJwQZKwZt7uxIz1nuQ4UvilYjFArh7++PO3fuIDo6Gk8++aTGYqFljtqJnp4eTE1NUVdXh6qqKrUIX7qUKfP/7N15eFNl2gbw+2RtuqX7RktZFMEBRIvIpiwqirjroIKAqKO4jAvj6DDqoOjnwjiK44a4MYIL6ijuOowIqCDKpmwqawu0pfu+pEne74/MOSRt2iZp1pP7d125lPQkeZvmJCf3ed7nVYu4uDgl+AoXjY2NAPwTfAW7IsFmsymPGQmv43BZPYlNYtXPm5DsuuuAkSM7X93S+XDht9+AzZs7v68NGxz3BQCvvgo8++yxUKy5+WLU1PyK+PgGnHHGCbA0xyAmADO+A9WkP1TTKWflzAKgnuDLarXi0KFDANjfK9CGDh2KdevWYe/evWhsbIz63kjRwtsTgnKD+1Afm3TGeRVqTo1m8EURYNy4cdi5cyd+/fVXHD58OGS9vhh8ha+UlBTU1dWhuroaeXl5AX2s5uZmNDc3A2DFVzCF48qO/qj4kl9DwQ6+amtrIYRQGkCHu3BZ2ZFNYslZ//6Oiyf+8AdHH7H2vcjchWR79gBbtzrfus//LsD77zsCstNOc/zklVdcQ7L2lxEjgO6KZAPdpD9U0ylzDbnoj/6qmep46NAh2Gw2JCQkRO2KssGSmpqKnJwcFBcXY+fOnRgxoucLSVB4s9vtXp8QdK74Cla7FW/U19ejubkZkiQFvY9sOGLwRWEvLS0NJ510ErZt24bVq1dj5syZIRkHg6/wlZycjIMHDypnagJJrvaKj49nw9MgUmvwFaqpjs5nNcPtQM0d+eCyqqoKNpsNWq02JOPglAHyVb9+josnbrgBGDvWOSQT2LmzHHV1JjQ2JnQIybZt6/y+Nm50hF8A8NJLnYVkuVhy4kGcPsqApCT/N+kP1XTKzw99jktxKSqrK1FYUxiRq1M6Y3+v4BoyZAiKi4vx888/M/iKArW1tbDb7dBqtUj0sDljUlISNBoNrFYr6urqwqYVh0w+ZklLS/PbgiiRjM8ARYTx48dj+/btOHDgAPbv349+nh49+klLS4vyxZSN7cOPXDUTjPCA/b1Cw2QyAVBv8NXa2orm5mbl9wy0SOrvBQAJCQkwGAzKVMNQnblk8EXB0Lev43KMBMB99dWcOcC4cZ71JNu7F/j5584e1YgffgBOPdXR42jpK0YlJHPuRSZfRo3qvpLMnWBOp6xsrsQSLAFagWeefsav0ymB4K5QCbC/V7ANHjwY//nPf3DkyBFUVVVFzOcl+cb5+N7TYFmr1SIlJQUVFRWoqKgI2+CLxywODL4oIpjNZgwfPhwbN27E6tWr0bdv36Ce7ZIb2yclJfXoSy4FhnwwEsyKLx4ABZc8rUzuqxUO/BF8GQwGxMXFobGxETU1NUEPviIlwJUkCWlpaSguLkZ5eTmDL6L/6dPHcfHEzTcDEye6D8hKS4GcnGPb7tsH7NjhuLgjh2QA8MIL6DIkGz06tNMpNdDg2bOe9cvjOAvmCpUWiwVHjhwBwP5ewRIfH49+/fph37592L59O8aNGxfqIVEA+Xp8n5qaioqKClRWVqK/p3Pfg4T9vVwx+KKIMXbsWGzZsgVHjhzBr7/+ioEDBwbtsTnNMbzJH1Ks+FIvOVyS+6uFA38EX4AjUG9sbER1dXXQ3mMiMcCVg69Q9fkSQjD4ooiWn++4eOLWW4Gzz+68cX/7kGzXLsfFnU2bgIKCXBy8/SBeftGAp2dKyMi8AWOzLPh7kdElJBs7FvhfIaxXuppOeT2ux1kZZ3l/p26EaoXKoqIi2O12JCUl8fgjiIYMGYJ9+/bh559/xhlnnMEppirm6/F9ODe45zGLKwZfFDHi4+MxcuRIfPPNN1i9ejUGDBgAjUYTlMeWgy9OcwxP8odUY2MjWltbYTT6py+JO5EYGKiBWnt8AY7X75EjR4LagDkSA9xQr+xYX1+PlpYWpfqMSM1693ZcPHH77cDkye5DstLSY9MtjTojDhwAdu8Gdu+WAHT8rN68GTjlfy2/nnsOeOYZ9037s7KA0093H5K5m07pr5UdQ7VC5WWJlzken9VeQTVo0CB8+umnqKqqQnFxMXr16hXqIVGA+Hp879zgPpxYrVbleInBlwODL4ooo0ePxo8//ojy8nLs2LEDQ4cODcrjsuIrvMXExMBkMqG5uRnV1dUBDSgjMTBQAzUHX8FucC+EiMgAN9QrO7JJLJF7eXmOiyduvx0477yO4Zi7nmT79wO//uq4uLNlC3DyyY7/f+YZ4MmXM6CfkoV4Wx6GWq/DnsRXUGPfj9L9Q3HkSCOG+2E2YqhWqJTiJJyBM9jfK8gMBgNOOOEE7NixAz///DODLxXztfdpuFZ8VVRUwG63IyYmxuNm/WrHIzeKKDExMRgzZgy++uorfP311/jd734X8NW9LBaL8mbG4Ct8paSkKA1IAxV8tbW1ob6+Xnk8Cp5wC76EEMpY5P5jvpJD1GBVfNXV1cFms0Gj0YRdI9auOFd8hWLZcE4ZIOo5b0KyO+8ELrig8+mWzodkBw4AB3/OBXYeRLXNgLWQANwAaC34yGbEGcO+UrZ9+unOVrd0VJKNH9/5dMtQrVC5sXEjjsNxqDZVq2KFykgyZMgQ7NixAzt37sQ555wTtNkmFDxCCJ+DL/nYpK6uDhaLJWxWfHc+ZuEUXQcGXxRxRowYgY0bN6KmpgZbtmzBqXJ31QCRG9snJCQgPj4+oI9FvpOniwWyakYOJoxGY9CakJODc/AVitCjvZaWFgjhOMvf09dCsCu+5IM7eRnuSJGcnAyNRoO2traQLBvO4IsouHJzHRdP/OlPwEUXAUePGp2qyCTs3WvBnj0V0GiOKtsePOhY4XLvXvf3tXUrMGyY4/8XLeo43dKeCUADSNBABGmFykY0YgmWYMmbSwD4dzolda1///6IjY1FY2Mj9u/fj+OOOy7UQyI/a2hogNVqhSRJXh9bxMbGKrNOAnny3VvyMQsb2x/D4IsijsFgwOmnn47PP/8c69atw7Bhw6DX6wP2eJzmGBmCsbKj89mgUAcv0UYOvux2O1pbWxETExPS8cjVXgaDocfT3pwrvoIR6kXiNEfAddnw8vJyBl9EpOjVy3Fp7/DhWrzyyisAjk31+fOfgUsvdd+PrH3j/sJCx5TL/fud7jQxA/hDFkRdHu477zp8We5YofLDNzNw2bPuV7bMzATOPBPwpEuCu+mUskBMp5T7iC08e2HAV6eMRFqtFr/73e/w448/Yvv27Qy+VMj5hKAvM4nS0tJw6NAhVFRUhE3wJa/oyGOWYxh8UUQqKCjAhg0bUFNTgx9++AFjxowJ2GPJFV/h8kZG7snhQSCrZtjfK3R0Oh0MBgMsFguamprCJvjqaX8vAEhMTIQkSbDZbGhoaEBCQkKP77Mrkfw6TktLQ0VFBSoqKoL65YNNYokikxyQ19fXw2azQavVIifHNdzqyt13A5dd1j4ky0Xx/oMoLzXgtv+TsCDtBlhsFtxzlxEHDzoqytz5+edjwdcTT3Q+3TIzczpWTR2ECW8HbjqlM7mP2LKfljH46sTQoUPx448/Yvfu3ZgyZUrYTGcj/+jpcVFqaqoSfIULnqzriMEXRSStVovx48dj5cqV+O6771BQUBCwL8Ks+IoMcvVKIIMv+b4jMTBQg9jYWCX4CnW1kr/6ewGO97PExETU1taiuro64MFXpFZ8AaFb2VHuKxYTExPwvw8R+U98fDy0Wi1sNhvq6+uVqeWeys527SV2jPOKlBKMOiP+8hdg6lT3/cja9yQrKnJUkxUWun/cFesc/1WmUdolQCNw++3AgATXqrJJkzyrJHPmro/Y2zvfxqxhsyCEQFpsGvuIOenVqxeSk5NRXV2NX3/9FUOGDAn1kMiPfO3vJZMb3IfLyo6NjY1oaGgAwKmOzhh8UcQaMmQIvv32W1RUVGDDhg2YMGGC3x/DarUqpaIMvsKbHEbV1tYqZ3X9LZIDAzWIjY1FTU0NGhsbQz0Uv1Z8AY7Xb21tLWpqatC7d2+/3GdnenqAF0qhWtmRTWKJIpPcs6eqqgo1NTVeB1/eyMpyXDxx773AtGmdr245qHcGsuKzkKZPQ8O6KTiYshpIPIRvv8zAt3Wu97Vjx7Hg6/HHO/Ykcw7Jzj3Xsa27PmLljeUuTfv92Ucs0qdTSpKEIUOGYN26ddi+fTuDL5Xp6fG9fFIuXIIv+ZglJSWF1YlOGHxRxNJoNJg4cSLeeecdbNiwASNGjPBL9YWzo0ePQgiB2NhYLgUb5uLj46HX69HW1oaamhrl7Is/RXJgoAbhtLKjv4OvYDW478nKReEgVBVfnDJAFLnk4Ku2tjbUQ1HIQVTncnHw9oNY9cUqrD20Gzk5TyG/33BUDTR2WOXSOWw7dAg4csRxcUcOyZZfshwzP7gGdhzrIyb/VwMdbsxciupq7yvJOqOG6ZRy8LV37140Njb6/TsHhU5Ppzo6B1/hsAATj1ncY/BFEW3gwIHIyclBcXExvv32W5xzzjl+vX/naY6hfhOjrkmShOTkZJSVlaGqqsrvwZfdbldWdeRUx9AIx+DLX6t7ysGX/BoLlKamJlgsFpfHjCTywWVjYyOam5uDtroqm8QSRS65z1c4BV+eMOqMKCwsRHx8EyZPTsXAgcZubzN/PnDNNe6ryJynW04fOh0fvToI7yR37CNmf3EjXig5BbeecSz4euSRjpVkzpfzz+8YkqltOmVaWpryneOXX35BQUHH544ijz9OCCYnJ0OSJFgsFtTX14e8WEI+ZuE0R1cMviiiSZKEiRMnYvny5fjxxx8xcuRIv670JQdfbGwfGVJSUlBWVhaQqpna2lrY7XalHxMFXzgGX/464+u8smMgyQd3ZrO5x6tRhoLBYEBiYiLq6upQXl4e8GmhMp49JYpc8nFhoN9f/a2+vl6pbs3P9ywgSk93XDxxww3AO+8CEjQQsCv/PeccoK3ItSfZkSOOEO1/6z11sGvXseDr4YcdIVnZzX2ObSAkQALKAjidMhiOP/54FBcXo7CwkMGXSjQ3N6O1tRWA7ye2tVotkpOTUVVVhYqKipB/T+Axi3uRd9RL1E6/fv3Qp08fHDx4EGvXrsWFF17ot/uWV3TM8XT5Hwop+QNL/nLvT86N7Vn9FxrhGHxF2lTHSJ7mKEtLS0NdXR0qKiqCEnw5N4lN9/QbJRGFDfn9NdIqvg4fPgzAcfI1ENWtJ+Q6+ojlJebhupOvwytbX8GhukN4+ekM5Lb73r5gAXD99Z417i8uBsrKAPx7OXDxNYDWCkhywOX4r06jw9KLlmLBgmOVZM69yOTLhRcC8seVEEBXh1/B6CMmf+YUFRUF5P4p+OTjooSEBOj1ep/vJy0tDVVVVaisrES/fv38NTyv2e12lJeXA2Dw1R6DL4p4ctXXq6++im3btmHMmDF+meZms9mUxJyN7SODHHwFIjzo6fx/6jk1B1/y66quri5gizMA6ngdp6WlYf/+/UHr88UmsUSRLVKnOsrvcYGarpSb6OgjZtAaIEkSbii4ARabBUZdxymVqamOiycefhi48Ubg6NHp2Fg0CH870rEyauP1G3FK9imY8zxQUeG47NzZ8b5++eVY8PXAA8Czz3Yekn2ffKyPWEH28C5DMl/l5uZCkiTU1taitrbWr7NMKDT8dUJQ/u4Z7B6k7VVVVcFqtUKv10f0sV4gMPgiVcjLy8OAAQPw22+/Yc2aNbjssst6fJ/l5eWw2WwwGo0R2QsnGskfWoGs+IrkSplIp+bgKz4+HjqdDlarFXV1dQE7WFHD6zjYKztyygBRZHMOvsKh8bSnglGh6xxySZLkNvTyVkrKsbAqrQT42xJAAw3ssCv/lT36KHDLLR17kblr3F9aClRVOS67d//vSnMhEFsBQELKbcf6iDV/PwtvrxDIiEtDbkJ+h5Ds0ks9ryRzZjAYkJ2djeLiYhQVFXF1RxVwntHRE+GysqN8zJKRkREx73XBwuCLVGPixIn47bffsGPHDowZM6bHfbnY2D7yyAeH1dXVfj+4VUOlTKRTc/AlSRKSkpJQUVGB6urqgL3O1PA6DvbKjmxsTxTZ5ODLarWiqakpYlbjk79AB2KV6mDJiHM/nTIjzlHFlpzsuHiSHz32GPDHP7oGY3Pr+ig/r251HPOVN5bjJU0BcBVQD2DfAx37iI0bdyz4mj8f+Oc/3Tftz8oCLrvs2LY/HN6E5xqewwiMYPClEv6u+AqX4IvHLB0x+CLVyMzMxODBg7Fjxw6sXr0a06ZN69H9OQdfFBnMZjM0Gg1sNpvfV1VRQ6VMpJO/rIQ6+LLZbGhpaQHgv+ALgBJ8BbIBs1p6fAGOfbKtra1HPTk8wYNIosim1WqRkJCA+vp61NTUREzwJb9fR3Lw5c10yu7IIdngwceuy/h5Oa758BpY7VaI//UPk/+rlXS4Z8BSDHmrY0VZ+0qy2lrH5bffOj7uhAnHgq9blryOn7Q/4Zdtp2H1slPw2muuIdnllx/b1m4HNBqvf00KMn8dF8nHJjU1NUE5NukMj1k6x+CLVGX8+PHYuXMn9uzZg6Kioh41PmbwFXk0Gg3MZjOqq6tRVVXlt+DLeanjSK6UiXRyyNTS0hLQPljdaW5uBuCo0oqJifHb/Qa6wX1LS4sy9kgOvuLi4hATE4OWlhZUVlYGdNVdu93Oii8iFTCbzaivr0dtbS169eoV6uF0q7W1FY2NjQAi+/0aCMx0Stn0odMxKH2Qy0qRsh/+4Ogj1p0nngDuvNP9VMvSUsASW4jNxRWQJAk74JhO2XrcSuzbeCP2rS8GmtKAWseqm2eeeSz4uv/+rivJpk49tq3NBoTokCbq+evEdmxsrHJsUlVVFbJjBgZfnWPwRaqSmpqKk08+GVu2bMHq1asxa9Ysn6a72e12ZUVHBl+RJSUlRQm++vTp45f7bGxsRFtbGwCw31sIOYdMzc3NiI+PD8k45Iozk8kEjR9P58qhaqAqvuTwNi4uLqKbtEuShLS0NBw+fBgVFRUBDb4qKyths9lgMBi47xNFMLPZjMOHDwe0otaf5OlScXFxMBr9FxSpWWd9xLqTmOi4DBrk/ufSg32O/b/2f98p4sqAG4+FbdcfFh0qyY4eBRoaHJd9+zre76RJriHZ00+7D8gyM4Errzy2rdXqCMnYhaXnnAPmnp7YliQJqampOHLkCCoqKkISPLW0tCiLeARqUYxIxuCLVGfcuHH46aefUFhYiP3796N///5e30dlZaWyIkakn2mLNoFY2VG+L7PZDJ2Ob5uhotFoYDKZ0NzcjKamppAHX/6c5ggEvuJLTdN1nYOvQGKTWCJ1iLSVHdUwzTFYuusj1lPLL+k4nRL/+zjQSlr86+J/YfrQjrdbtAi45x73VWRHjzoCLdnRo0BTE3DggOOCnE3AWXcDLy8Eiodj8uTuQzL5Mm3asW3b2gCdjiFZZ+TjIrlaq6fS0tJw5MiRkPX5kivUExMTYTKZQjKGcMZvcKQ6iYmJOPXUU/H999/jq6++Qr9+/bz+wiJPc8zKyvJrRQcFnnODe39RQ18ktYiLi1OCr1CRzw76O/gKVsWXGl7HwVrZkVMGiNRBPrEQKcGX/MVZDe/XgebPPmLudDWd8t6MezF96HS3t4uPB44/3nHpzj//CcybB5SVOUKwf+55HWuav8bg6ctw/N7hHUKy5mbg4EHHpb3zz3cNyRYt6jwku/rqY9taLIBeH10hmb+Pi0Ld4J7HLF1j8EWqNHbsWGzZsgUlJSXYvXs3TjzxRK9uz/5ekUsOD+QPM39gf6/wEQ4rOwa64quxsREWi8Xv0xHV9DoO1sqO7O9FpA6RWvHF4Mszgewj5kyeRilBgoBAWVmZXxqZx8UB+rRCGGMrkN9Xwq59jl5iZRlv4193zsLuGoE0Sxryk/Lx7LPAffe570nmrpKstRUoKnJc2rvooo4hWUZGx6mWmZnAjBnHtm1tdYRkkV4b4O/9LNirTrfH4KtrDL5IleLi4jBy5EisW7cOX3/9NQYOHOhV5RaDr8glf3hVVVVBCOGX6Uly9ZgaAoNIp+bgy2QywWg0orW1FTU1NX7vz6C2qY6A4+DSbrcHrDKXB5FE6iCfWIiUHl+c6hhe2k+nfHnry/i15FeYhAnFxcXIz8/v8WP0ebqP8v/S/+ZSljeWu1SaifkCsbFAv36OS3eefx6YP7/zxv3tQzKLBTh82HFp75JLXEOyp57qPCSbNSsyQjJ/nxCU99eKigq/fQfxBo9Zusbgi1Rr1KhR+PHHH1FRUYGff/4Zw4YN8+h2Qgg2to9g8odXa2srmpub/RJOqCkwiHRyzwI1Bl+A4/VbWloakOBLTRUESUlJ0Gq1sNlsqKmpCcjvxCaxROohV3y1tLSgtbU17BvGc6pjeHE3nfLtd9/Gb7t/Q2FhoV+CL3e9xOT/6jQ6LL1oqdf3aTIBffo4Lu1tKt6E81bcjYVnL8TwnOFYvBhYsKBjLzL54vwxePSoo8l+cbHj0t5ll7mGZE8+6RqSOV9mzz62bUuLIyQL1gqX/j6+T0lJgSRJsFgsaGhoQEJCgl/u1xNCCFapd4PBF6lWTEwMxo4di1WrVmHNmjUYPHiwR43Jq6ur0draCq1Wq1QVUOTQ6/VISEhAfX09qqur/RJOqCkwiHRxcXEAjvXZCoVABl9JSUkoLS31e4P7trY21NfXA1DH61ij0SA1NRVlZWWoqKgIyO8knzk1m81+aXpLRKFjNBoRExOjBNrhHGY3NzejubkZgDrer9Wi/XTK/n3647fdv6HI3RxCH3TVS2zj9RtxSvYpfnkc2es/vY6vD36NZT8tw/Cc4YiJAXr3dly6s2QJ8PDDnk+3tNmAkhLHpb2pUzuGZOnp7kOy6647tm1zsyMk68maU/6u+NLpdEhKSkJ1dTUqKyuDGnzV1NTAYrFAq9WyUrQTDL5I1eQm97W1tdiyZQtGjBjR7W2cG9trg3XKgfwqOTkZ9fX1qKqqQq9evXp0X62trUrQwamOoSeHTfKXglAIdPAF+H86jhykxcTEqGaln/T0dCX4GjBggN/vn1MGiNTFbDZHRPAlV3slJCT4vdcj+U/v/yVEhw4d8vuUe7mXmPxffymsKURFUwUkScKKnY4+Ym/vfBuzhs2CEAJpsY4+Yt0xGoG8PMelOy+9BDzySOchWftKMrv92M/amzbt2P/fd59jumVamvvpltdffywka2pyhGTOrdja2tpQV1cHwL8Bc1paGqqrq1FRUYE+7krtAkQ+ZklPT+fCbJ1g8EWqptfrccYZZ+DTTz/FunXrMGzYsG4PIpyDL4pMKSkpKCoq8kvVjHw2KDY2NuynRkQDNff4AgK3sqMaqxade2kEAoMvInVJSkrC0aNHw77Plxrfr9UoIyND6ct59OhRv7RHad9L7JWtr+BQ3SFkxPknqPW0j5i/bCrehLtX/W865SnDu93+1VeBxx93P9Xy6FFHJZisrAwQAigvd1x27HC9r6uvPvb/ckiWmnosHEtKsqG4+ByYzS1oaYnF/yYUoLERMBhcQzJvpKamYs+ePUFf2ZHHLN1j8EWqd/LJJ2P9+vWorq7GDz/8gLFjx3a5PRvbRz5/ruzI/l7hJZyCL3napT/Jr11/T3VU04qOsvT/HQEHKvhirwwidUlMTAQQ/is7yl+YOV0pvGk0GuTl5WHv3r0oKiryy/cGd73ELDaL31apDEQfsa60n07ZHZ0OyM52XLqzdCnwxBPuA7LS0o4hGQBUVjouO3cCQAyAkQAcDfhl993nWN0yJcX9dMs5c45VkjU0OAIy5/PigT4p1xn5mCWcq1lDjcEXqZ5Wq8X48ePxwQcf4LvvvkNBQUGnU32EEAy+VEAOqfxZ8cXgKzzIwVeoenwJIYI21dGfKwKp8XUs92AsLy/3++pJQgiePSVSGfn9NdyDLzW+X6tV7969leDrtNNO88t9tu8l5q/QCwhOHzF/TafsjlZ7LIzqzuuvOyq+nEOyjRsPYsuWI9BqeyE9vY+yrRySVVU5Lrt3u97X7NnH/v/++x0hWVLSsbHExw9CRYUdaWk2TJ58LCSrr3eEZIFqGcpjlu4x+KKoMHjwYHz33XcoKyvD+vXrceaZZ7rdrq6uDs3NzdBoNEzMI5g/K77UWCkTyUJd8dXW1gar1eoyFn+Sv5i1traipaXFb/241Fi5KJ9VbWlpQVNTk18r8Kqrq9HW1gadTqeq54womskrO0ZK8MWKr/An9/kqKiry+wmYQAtUH7FgT6f0hEbjqABLTweGDHFcl5S0E6mpmzB27Fjo9X2UbZctA55+2n0VWfvpluXljv/W1Dguv/4KAHEAHD2lm5qsSElxxC333++438TEjlVkWVnArbcC8leNujpH9Zunh5ltbW1KpSiDr84x+KKooNFoMGHCBKxYsQIbN27Eaaedhvj4+A7bFf9vTd6MjAyPVoCk8CR/UW1oaEBbWxv0vk7Ux7HAgMFXeJDDJqvV2uO/rS/kwE2r1QbksfV6PeLj49HQ0IDq6mq/BV9qDHD1ej2SkpJQU1OD8vJyvwZfbBJLpD6BWjzEn4QQyhdYhu7hr1evXtBqtcpndiT8zQLdRyzY0yld+oh5MJ1S1tnxvUbjaJiflgb87ndd38eyZcA//+kajJWWCnz44QbU1pqg0fQC4Hhe5ZmPdXWOy549rvd1ww3H/v/++x33m5DgPiT74x+PhWS1tUBZmSOBi4uLc/v9lhz4zZ6ixgknnIBevXrhyJEj+OabbzB58uQO27CxvTqYTCZl2fLq6uoeVe+psVImkhkMBmi1WthsNjQ1NSln8IPFub9XoM7sJiUlKQfROTk5Pb4/m82mVDio7XWcnp6Ompoav6+exCkDROojf17U19fDZrOF5crdTU1NaP1fwyG1vV+rkU6nQ05ODg4dOoSioqKI+JsFuo9YMKZTOvO2j5jMH1OKJckxlTElBRg0SLkWcXE7UVxcjNraqcjJcXwHWbYMeOYZ9ytblpY6gjaZHJLV1zsue/e6Pu5NNx37//vuA559Ngd6/TwkJ7fi/fddQ7Lbbz8WktXUOKZbBqBFbURg8EVRQ5IkTJw4EcuWLcPmzZsxatQo5eyfrLS0FAD7e6lBcnIySkpKUFVV5XPwZbValcBATZUykUySJMTGxqK+vh6NjY0hC74CMc1RlpycjMOHD/utKkHuFyZXk6mJvHqSv5vIsrE9kfrExcUpJ07q6urC8nNd/jJuNps58yBC9O7dG4cOHUJhYSGGDRsW6uF4JJB9xJwFajplT/uIBfqEYFpaGoqLi12OTSTJEUAlJwMDB3Z9++XLgeef73y6pfMsaLmrS1ubAWVlBqVHmeyWW479/333OVasfPLJHv6CEYrvqBRV+vXrh759++LAgQNYu3YtLrroIpefs7G9eqSkpCjBl6/k4MFgMARkBT/yjRx8haLPVzCCLzmQ99fKjs7l/JHUf8QTgVrZkRVfROojSRLMZjOqqqpQW1sblsEXpzlGnt69e+O7777DoUOHQj2UsCFPp0w3pOPq312N9/a959fplD3tI1ZbWwu73Q6dToeEhAS/jMmZ3J9P3p+9JUmA2ey4DBjQ9bbLlwOnn/4mdu2qxMknn4vExONdwjLnkKy6GjjpJJ+GpApsXEFRZ+LEiQCAn376yeXLUn19PRoaGiBJEr/sqIB8QNuT8MC5L5LaAoNIFsoG98EMvvxV8aXmFcKcV3b0F4vFojxnXOSESF3Cvc+Xmt+v1SovLw+AI+RoaGgI8WjCQ25iLtZPXY9Lqy6FbpsO31/3PQ7efhC5ibl+uf/llyyHTuOo33HXR2z5Jcu7vL23x/ebijdh4r8mYlPxJo/GJwdf/j4p555AXd1hpKZW4dxz43HZZcDNNwMPPggsXuzoWSZ74w3gT38KwpDCFIMvijq5ubk44YQTIITA119/rVwvV3ulpaXBYDCEanjkJ/JBY0+CL/b3Ck9qD77k0NbfwVc4Vjf0lBx81dXVwWKx+OU+5WmO8fHxrPQkUplwX9mRKzpGHpPJpJwkYdXXMYX7CiFBQn19PcrLy/06nXL60OnYeP1Gtz/beP1GTB86vcvbe3t879xHzBPysUllZSWECOwKlvX19WhuboYkSUoVfFfCsLVh0DD4oqgkV33t2rVLCbw4zVFd5C/5PZnqqObAIJKFMvhqbGx0GUMgOFck+OOASc0BbmxsrPK38NeZVU5zJFIvOfgK14ovTnWMTL179wYAFBYWhngk4WPfvn3K/x88eDBgj6P5X5yh8SLW8OT4vrCmEJuLN2NLyRaXPmJbSrZgc/FmFNZ0/reW99+WlpaAH6vKxyxpaWnsC9gNn4Kv559/Hn379kVMTAwKCgrwzTffdLl9a2sr7r33XuTn58NoNKJ///549dVXfRowkT9kZGRg6NChAIDVq1cDONbYnis6qoP8oVNTUwObzebTfXS21DGFViiDr+bmZpcxBILZbIYkSbDZbKivr+/x/al96oy/+3wx+CJSLzn4qqurC/FIOhJCKMEXK74iS36+o5F6UVFRiEcSHpqamnD48GHl34EIvuQ+YgU5BVg8ZTEKcgqQFZ/lUR8xT04I9nm6D4a/NBwFSwpQ3uhopyD3ERv+0nCXPmPt6fV65SRmoKc78pjFc17HgitWrMAdd9yB559/HmPGjMGLL76IyZMnY9euXUra3d7UqVNx9OhRvPLKKzjuuONQVlYGq9Xa48ET9cS4ceOwY8cO7N27F4WFhUrFV05OTohHRv6QkJAAnU6nrMzoy5d+tQcGkUrtUx01Gg3MZjNqampQU1ODxMREn+/LbreruuILcHxBLCws9NvBJVd0JFKvcO7x1dDQgLa2NkiSxBNuEUb+DlxaWorW1lYYjYFZJTFS7N+/H4BjcSiLxYKDBw9CCOHXfrm5ibk4ePtBGLQGSJKEGwpugMVm8WhKpSfH98svWY5rPrwGVrvVbR+xpRct7fIxUlNTUVNTg4qKCiUYDQT5mIU9SbvndcXXk08+ieuuuw7XX389Bg0ahEWLFiEvLw8vvPCC2+2/+OILrF27Fp999hnOOuss9OnTByNGjMDo0aN7PHiinkhJScHJJ58MAPj888+Vfg+s+FIH5wNHX/p82e125cBYrYFBpFJ78AX4b2XH+vp62Gw2aDSaHgVo4cyfFV9CCJ49JVIx5x5fge694y35y3hSUhK00dyIJwIlJiYiKSkJQgiXSqdotXfvXgDAKaecAoPBgJaWFmVmjT8ZdUYlTJMkyaPQSwjhUfDV0z5i3q7s6G0DfRmPWTznVfBlsViwefNmTJo0yeX6SZMmYf369W5v89FHH2H48OFYuHAhevXqhQEDBuCuu+5Spou409rairq6OpcLUSCcccYZ0Ol0yptGSkpK1J+lUZOe9PmKhsAgUskNx9Xa4wvwX4N75z4WGo0623r6c2XHuro6tLS0QKPRKPdLROohf57bbDbl/TxcsL9XZJOrvqJ9uqMQQgm+BgwYoFQ7BbLPlzecj+/lILw7vvQRc25w7wlvG+gDgNVqVU76MfjqnldHwRUVFbDZbB2e2MzMzE5T3P379+Pbb7/Fjh078MEHH2DRokV47733cMstt3T6OI8++ijMZrNykZeJJfK3xMREjBgxQvk3G9urS0+CL+czr2oNDCJVqCq+hBBB6fEF+G86TjRM15UPLquqqnzu5ydzbhLLigsi9dFqtUhISAAQftMdo+H9Ws0YfDmUlpaisbERer0evXv3Rp8+fQCET/DlzfF9T/qIyccmXVWj96SBvnzfdrsdMTExPEnvAZ9a/7efn9vVnF273Q5JkvDGG28oqeqTTz6Jyy+/HM899xxMJlOH28ybNw9z585V/l1XV8fwiwJmzJgx2LRpEywWC4MvlZEPHn2ZLqb2vkiRzDn48nfPiK60tLQoU2OCVfHV06mO0bAyqdlshl6vR1tbG6qrq3tUqcUpA0Tql5SUhPr6etTW1iI3NzfUw1HI79dsbB+Z5ODr8OHDsNlsUXvyRK726tevH7RarUvwZbfbQ34y2Zvjop70EZP34+rq6k5fD84N8iU4jmXlBvoyMb/zKdnyMUtGRkbQjoUjmVevPPkMaPvqrrKysk4PErOzs9GrVy+XUsJBgwZ1OQfaaDQiMTHR5UIUKLGxsTj//PORl5eHIUOGhHo45Ec9Cb6iITCIVPIJEyEEWlpagva4coWZ0WgM+AGtvyq+oiHAlSTJozOrnmBjeyL1c+7zFU441TGypaWlwWQywWq1KgtmRSM5+DruuOMAOHonx8TEwGKxhMXz4m1lpS99xADHIlsGg8Glp1h7yy9ZDp3GUYfkroH+8kuWd/kYvhyz+NpLTA28Cr4MBgMKCgqwatUql+tXrVrVabP6MWPGoLi4GA0NDcp1v/32GzQaTVidZaHoNmTIEFx77bUMWVXGuWrG2ya20RAYRCqdTqf04gvmdMdg9fcCjr12a2trezR9L1oCXH8FX6z4IlI/OfgKp6mOzl+OWfEVmSRJivrpji0tLTh06BAAoH///gAcK1XLfb4OHDgQsrHJgnV8L0lStw3ue9pA35djFl96iamF17WGc+fOxcsvv4xXX30Vu3fvxp133omioiLMmTMHgGOa4syZM5Xtp02bhtTUVMyePRu7du3CunXr8Oc//xnXXnut22mORET+kpSUBEmS0NbW5hK+eyJaAoNIFYo+X8Fa0RFwNPDX6RxnAX2tShBCRE2A64/gi01iiaJDOFZ81dfXw2q1QqPRKBW/FHmiPfjav38/hBBITU11OX4Opz5fwTy+l4MvT45NfGmg72nw1dNeYmrhdY+vK664ApWVlViwYAFKSkowePBgfPbZZ0qSW1JS4rKzx8fHY9WqVfjjH/+I4cOHIzU1FVOnTsXDDz/sv9+CiMgNrVYLs9mMmpoaVFVVKQ1tuxNNgUGkio2NRXV1tWqDL0mSkJSUhIqKClRXV/v0OmxsbITFYgEA1X+R8sfKjuXl5RBCwGQyIT4+3l9DI6IwI78fhlPwJVeEcEGdyOYcfAWzB2m4aD/NUda3b18AjucllP3PnCsrg3F878nKjnID/bzEPFx38nV4ZesrOFR3qNsG+o2NjcpJ/YyMrrftaS8xtfCpuf3NN9+Mm2++2e3Pli5d2uG6gQMHdpgeSUQUDCkpKaipqUF1dbUS0HenqakJra2tAFjxFa7UXvEFOF57FRUVPk/HkQ/uzGazUj2mVs4VX75+2XA+cxptX1aIokk4VnzJX4w5zTGyZWdnQ6fTobm5GRUVFUhPTw/1kIJGCNFp8JWRkQGTyYTm5mYUFxeHbNG6pqYm5YRgMCu+ugq+fG2gL/f3Sk5OhsFg6HLb5ZcsxzUfXgOr3eq2l9jSi5Z6+itFNJ5SICJVkz/YOmss6Y5c7ZWYmKj6wCBSyeGT3HcrGIIdfMlVCb6u7BhNVYspKSmQJAkWiwX19fU+3Qf7exFFB/m9taWlRTnJFWrBrEKhwNFqtUoP68LC6Jg+JisvL0d9fT10Op0ytVEmSZJyXSj7fMn7WbCO7z1tw+BLA31vjll62ktMLRh8EZGqOTe49xT7e4W/aKj46unKjtH0OtbpdMrv6WufL67oSBQdDAaD0mc4XBrcs7G9esjTHeUm79Fiz549ABz9vNyFSvJ0x1D2+Qp2wCw/TnNzs9+PV309WedLLzG1iL7fmIiiivyh403wJW8bDYFBpJLDp+bm5qA9ZiimOgK+fzGLpoovAMqUEl+DL1Z8EUWPcJvuKE+Fipb3azWTg69oq/jat28fgI7THGVyxdehQ4dgtVqDNSwXwT6+NxgMSExMBNDzVafb8/aYRe4lVpBTgMVTFqMgpwBZ8Vnd9hJTE87hISJV68lURx6Ahq9oqvjydapjtE2dSUtLw6+//upTg/uGhgY0NjZCkqSo6slCFK3MZjNKS0vDIviy2+3K+zwrviJfXl4eJElCbW0tamtrlZBVzVpbW5Wgr7PgKy0tDfHx8WhoaMDhw4c7TIcMhlAcF6WlpaGurg6VlZVKKNpTdrtdOdbxNPjytZeYmrDii4hUzbnMuKWlxaPbRFtgEIlC2eMrLi4uKI8nh7bOzVi9EW2vY09WT+qMfOY0JSUFer3er+MiovAjhxHhMNWxrq5OWelOrg6hyGUwGJCdnQ3AsYphNDh48CDsdjuSk5M7PeZw7vMVqumOoTguksNsf1Z8VVVVwWq1Qq/Xe1W95ksvMTVh8EVEqmYwGJSgwtOqr2jqjRSpoqHiKyYmBjExMQC8/3LW3NysTAONltexHHz5UvHFaY5E0UWuqA2Hii85rE9OToZGw69maiCvWhgtwZfzao5drYoc6uArFDM6enJSrjPyMUtGRgZXofYC312JSPW86fNlsViUKqJoqZSJRMEOvmw2m7L6V7CCL8C3xRmct4+Pj+92mWu1kA8uGxoaPK7ulLGxPVF0CaceX2xsrz75+fkAoiP4EkK4BF9dce7z1dbWFuihuWhpaVGOGYN5QjAQFV88WecbBl9EpHre9PmSAwOTyaRU21D4kcOn1tZW2Gy2gD+efLAkSVJQXxe+ruwYbdMcAUeFXHx8PADvDzB5EEkUXcIp+GJje/WRezmVlZUFdRGeUKisrERNTQ20Wm23fbtSUlKQmJgIu90e9FUv5eOiuLg4GI3Bm+Inn5Srrq722/Eqj1l8w+CLiFRPPpj0JPiKxsAgEplMJqW8OxhVX87THINZVu5rg/tona7ry8qONpvN6yaxRBTZ5PfW+vr6oJw86QqPO9QnLi5OqfQJdsATbHK1V35+frcV5s59vg4cOBDoobkI1cJViYmJ0Ol0sNvtfuspyODLNwy+iEj1vJkuFq2BQaSRJAkmkwlA8IOvYJJfh94eLEXryqS+9PmqrKyEzWaDwWCIitW3iMjxXq7TORa3D3XVF6c6qpNc9aX26Y5y8NW/f3+Ptg9Vn69QBcySJCnHJv6Y7tjS0qK8Z2VkZPT4/qIJgy8iUj1venzJ2zD4Cn/B7PMVquCLFV/e8aWJrPOZUzaJJYoOkiSFxXRHu90etScq1C4agq+2tjYUFhYCAI4//niPbtO3b18AQHFxsU8rVvsqlMdFcqjtjwb3ck/SxMRE5QQweYbBFxGpnvwhV1dXB6vV2uW2PACNHNEQfDlXfAkhPL5dtL6Ofan44pQBougkB1/+mn7ki5qaGtjtduh0OiQmJoZsHOR/cvB15MiRoDdyD5aDBw/CarUiMTFR+fztTlJSEpKSkmC324MaCobyuMifDe55zOI7Bl9EpHqxsbFK34HuKmeitVImEkVD8CVXfFksFo8b5FosFtTX1wOIvuBL7vFVXV3dbcgt44qORNEpHCq+nBvbs+JUXZKTkxEfHw+73Y7i4uJQDycgnFdz9Ob1G4o+X6HspedLNXpn5OCL0xy9x+CLiFRPkiSPGtzbbDblADjaAoNIFMzgq7Gx0eUxg0Wn0ykrFXo63VHeLiYmJurK4OPj42EwGCCE8GgxC4BnT4milXxiIZTBF/t7qZckSUrVlzwdUG2cgy9vBLvPV1tbm3JCMJRTHf1R8cWTdb5j8EVEUcGTPl/ydDK9Xq+EDRS+ghl8ydVWwQ6+AO8b3EfrNEfA8UXDm5Udm5ubUVdXB4BnT4miTbhVfJH6yMGXGld2rKqqQlVVFTQaDfr16+fVbeU+XyUlJWhpaQnE8FyE+oSgHHw1NTV5XL3vjhCCJ+t6gMEXEUUFOTzoqgrEubE9pxyEv2iY6gh43+A+lOX84cCbPl/yAWRSUhKMRmNAx0VE4SUcenxF+/u12jkHX3a7PcSj8a99+/YBAPLy8rz+/ExMTERKSgqEEEGphnNuYxKK43uj0YiEhAQAPZvuWFNTA4vFAq1WyypRHzD4IqKoIAdfXYUH7O8VWaIt+PL0y1m0v4696aXBM6dE0Ut+b62rq/Nq8RB/4lRHdcvMzITRaERra6syRU0tfJ3mKAvmdMdwCJjlY5OeTHeUj1nS09Oh1Wr9Mq5owuCLiKKCJz2+nCu+KPzFxcUBUHePL4BTHb3lS8UXgy+i6JOQkABJkmCz2dDQ0BD0x7fZbMr7erS+X6udRqNBXl4eAHX1+bJarUpjel+DL3m6Y7QEX/7o88Vjlp5h8EVEUUH+sJOXDncnHD4YyXPBqvgSQoS04suTakVn0f46du7x1V0VB5vEEkUvrVarTD8KRZ+v6upqCCFgMBjYV1TF5OCrqKgoxCPxn6KiIrS1tSE+Pt7nz0+54qu0tDTgx3HhcGJbDr56MtVRPmZhT1LfMPgioqiQkJAArVYLu92uNLNuL9orZSKNc/AVyGkqbW1tsNlsLo8ZTM4rj3X3e3JlUseBrUajgdVq7fLLrN1uZ/BFFOVC2efL+SQF+4qqV35+PgBHWBSqKbX+5jzN0dfXbnx8vFKhHehquHA4IehNG4bOsOKrZxh8EVFU0Gg0SoDgbrqjECIszgiR5+QQymq1oq2tLWCPI5+J1Ol0MBgMAXucziQmJkKj0cBmsynLcXfGeWVSeSpotNFoNB5NKaiurkZbWxt0Oh33eaIo5XxiIdi4omN06NWrF7RaLRoaGjyu3A53Pe3vJZOnO8rTJgMhXE4IysFXVVWVTwsdtLW1Ke8ZDL58w+CLiKKG/IHn7sCjvr4eVqsVkiQpZ4ApvOn1euh0OgCBne4Yyv5egCPIkV+T3R00s4LAwZM+X/KZ04yMDGg0PBwiikbyeyuDLwoUnU6HnJwcAOqY7lhbW4vy8nJIkoR+/fr16L6C0eBePiGo0+lCOqXYbDZDp9O59PbzhlyhHhcXx6nRPuKRHhFFDbmqw13FlxwoJCUlcaWUCCFJUlD6fIWyv5dMrkrwNPiK9gomT1ZP4pQBIgpl8MUVHaNH7969Aagj+JKrvXJzc2EymXp0X3LwVV5erpxk9LdwOSEoSZIScvvS4J7HLD3H4IuIokZXFV/hMP+fvBdtwVd3ZwnZp87Bk+CLTWKJyNP31kBg8BU91Bh89e/fv8f3FRsbqwQ5gar6Cqfjop70+XKuUiffMPgioqjRVcUXK2UiUzCDr1D2zJJfl919OePr2IEVX0TkiVBVfDkvvhEOX8gpsOSVHSsrKwNW2RQMNpsN+/fvB9Dz/l4yueorUH2+wum4yJP+o53hYjw9x+CLiKKGc8VX+5V12Ng+MsnBVyAPJOXgq6cl/T3h6VTHcDqzGUpy8NXU1OQ2FG1tbVWeKx5EEkUvOfhqbW1FS0tL0B5X/jJuNBpDWk1MwWEymZRKnUiu+jp06BAsFgtiY2OVvmU9Feg+X+E0o0MOvryt+BJC8GSdHzD4IqKoIYcHFoulw5dhBgaRKVqmOnpS8WW32/k6/h+DwaB8oXV3ZlU+c5qQkMAvnURRzGAwKCc1gln15TzNMZoXIokm8nTHwsLCEI/Ed87THP31uu3Tpw8kSUJlZWW3K1f7IpyOi3yd6lhfX4/m5mZIkoT09PRADC0qMPgioqih0+mUL8PtpzuG0xkh8ly0BF9yaFtXVwer1ep2m7q6OthsNmg0GiQmJgZxdOGpq+mOPHNKRLJQ9Pniio7RRw6+Dh06FOKR+G7fvn0A/DfNEQBiYmKQlZUFwP/THcPthKB8XNLQ0OBVhal8si41NVVZzZy8x+CLiKKKuz5fzc3NygcQpzpGFjmMam5uDthjhEPwFRcXB71eD6DzqgTn6boaDT/e5QPM8vLyDj9jk1gikoWizxdPtkUfOfgqKSmBxWIJ8Wi8V19fj9LSUgD+aWzvLFDTHevr68PqhKDRaER8fDwA76q+eLLOP3hkTERRRQ62nHslyQeg8fHxSrhAkSGYPb5C2dxekqRuqxL4RcpVVxVfbBJLRDI5+ApmxRdXdIw+ZrMZZrMZQggcPnw41MPxmlztlZOT4/fjob59+wLwf/Dl3Ng+XE4I+tLgnsGXf4THK4CIKEicG9zLwqkMmrwTLVMdAfehrbNwWrkoHHQWfLFJLBE5k4Ovurq6oD0mpzpGp/z8fACR2edL7u/lz2mOst69e0OSJFRXV/u18jIcTwj60uCexyz+weCLiKKKu6mODAwiV6CDL7vdrkyjDHXw1V3FFwNcV3ID2JqaGrS1tSnX19bWorW1FRqNRgnHiCh6BbvHl8ViUZp4s+IruuTl5QGIvJUd7XZ7QPp7yYxGo7JKpD/7fIXj8b23De5tNptyAo/BV88w+CKiqCKHAs7BFwODyOXc40sI4ff7b2lpUe5XXvkrVDjV0TuxsbHK38z5AFM+c5qeng6tVhuSsRFR+Ah2jy/5vdpkMoX8c4WCS674Onz4MGw2W4hH47kjR46gpaUFMTEx6NWrV0AeIxDTHcPx+L6rNgzuVFRUwG63w2g0hkWfskjG4IuIoor84dfU1ITW1lYA4XlGiDwjB19CiIA0uJcryWJiYkIeknQ11VEIweCrHUmS3B5gcsoAETmTg6+GhoZOV831J/b3il5paWkwmUywWq0oKSkJ9XA8Jk9z7N+/f8B6ZckN7g8cOOC3E5nheHzvPNXRbrd3u73zMYskSQEdm9ox+CKiqGI0GpWwRA4QwvGMEHlGq9XCaDQCCMx0x3Dp7wV0XfHV2NiItrY2lyb45H5lR7mxPVd0JCLA8f6u0+kABKfPF/t7RS9JkpTVHSNpuqNz8BUovXv3hkajQV1dXae9TL0RricEk5KSoNVqYbPZPKoy5ck6/2HwRURRx7nPV1tbm9JrI5zOCJHnAtnnK5yCL/n16VytKJMP7sxmc8gr08IJK76IqDuerJrrT+H4ZZyCJ9KCr8bGRhQXFwMITH8vmV6vR25uLgD/THcM1xOCGo1G2fc96fPFYxb/YfBFRFHHuc+XfFbJaDSy10aEipbgy/k12v7LWTiW84eD9sFXW1ubcqDJg0gikgWzzxenOkY35+ArEL1J/U1uap+ZmYmEhISAPpY83dEfwZe8nyUmJioVneHCmz5fDL78h8EXEUUd515JzmdeOXc+MsXFxQEITPDV2NgIIDyCL+DYdMf20wA4Xdc9eWVHuZdGeXk5hBCIjY1FfHx8iEdHROFCDr6CUfHFqY7RLTs7GzqdDs3NzR43OA+lQK7m2J4/+3yFc2Wlc5+vrjQ2NqKhoQEA2zP4A4MvIoo68odgdXU1AwMViJaKL+BYaNtZxRdfx67MZjN0Oh1sNhtqamrYJJaI3ApWxVdra6tyQoUVX9FJq9UqU/rCfbqjEELp7xWM4CsvLw9arRYNDQ0eTQPsSjgfF8n7fnfBp9yTNDk5GQaDIeDjUjsGX0QUdZx7fHGKWOSTp/8FIviSV4oMl+Crs4ovvo7d02g0LgeYcvDFM6dE5Ex+bw108CW/V8fFxSkLs1D0iZQ+XyUlJWhqaoLBYEBeXl7AH0+n0ymPc+DAgR7dl3ycFI7HRfJUx+7CPU5z9C8GX0QUdeSzP3V1dcrZlnD8YCTPRFPFV2cNmFm52DnnlR3ls6c8iCQiZ8Gq+OI0RwIiJ/jas2cPAKBfv35BWzjHX32+IqHiq76+vsNiRc54ss6/GHwRUdSJi4uDXq+HEAKHDh0CEJ4fjOSZaOrx5W6qY3Nzs1KZxgC3I+cmsqWlpQAYfBGRK+eKr0A2HGdjewKA3NxcSJKEmpoa1NXVhXo4nQpmfy9Z3759ATiCr57si+F8QtBkMinHlV1VfbHiy78YfBFR1JEkSfkgtNlsAMLzg5E8E40VX9XV1coBoXxwFx8fzx4QbsjB18GDB9Hc3AxJkpSm90REAJCQkABJkmC321FfXx+wx2HFFwGOVZqzsrIAAIWFhSEejXvNzc04fPgwgOAGX7169YJer0dTUxPKy8t9uo9IOCHY3XRHeUEegMGXvzD4IqKo5PxBqNVqA75EMwVONAZfbW1tytjCuZw/HMghl1wll5qaCr1eH8IREVG40Wg0SExMBBDY6Y58vyZZuE933L9/P4QQSE9PV6YCB4NWq+1xny95PwvnE4LdNbivqqqC1WqFXq8P2/Au0jD4IqKo5PwhkpyczBXeIliggi+r1QqLxeLyGKGm0+mUkFYOcvhFqmvtnxeeOSUid4LR50uu7uBURwr34CuYqzm219M+X+E8zVHWXcWXc38vjYaRjT/wWSSiqOT8YRjOH4zUPTmUam1thdVq9dv9ykGaJEmIiYnx2/32lBzaygd24bxyUThof7aUTWKJyJ3OFg/xF+fpVzzuIDn4KisrU14X4UIIEdLgq6d9viLhhGB3FV9sbO9/DL6IKCo5fxgyMIhsMTExSsWePw8enac5hlNFYPsvZ5FwgBdq8plVgBVfROReoKc6yu/VCQkJYTv9ioInPj5e+dyWF1oKF0ePHkVDQwP0er0S0AVTTk4ODAYDWlpalEVpvBEJJwSdK77chXtchdr/GHwRUVRy/jBkYBDZJEkKyHTHcOvvJXNucA8w+PIEgy8i6o7zyo6BwMb21F64TneUq7369u0LnU4X9MfXaDTIz88H4Nt0x0g4LkpKSoJGo4HVanW7sidXdPQ/Bl9EFJXMZrMyZz6czwiRZ6Ip+JJfrzU1NbBYLGhoaHC5njqSgy+j0RjUJr1EFDkC3eMrEr6MU3DJ4U64Bl/9+/cP2Rh60ucrEvY1rVarjK/9dMeWlhalqp/Bl/8w+CKiqCSfTTIYDMjJyQn1cKiH5HCqsbHRb/cpB19xcXF+u09/cK74kqu+TCYTTCZTCEcV3vr06QONRoP+/fuH1bRVIgofztPIfekr1B35yzgb25NMrvgqLi72a4/SnmhtbVWmXh5//PEhG4ccfBUWFsJut3t8u0g6IdhZny95mmNiYiKP7fwo+LWLRERhYvr06WhrawurxuXkm0BWfIXbQYd8IFdbW8upMx5KSUnBXXfdBaPRGOqhEFGYkiu+LBYLWlpa/P7ez/drai85ORnx8fFoaGjAkSNHlAqwUNq/fz/sdjtSUlJCGhxlZWUhJiYGLS0tKCkpQa9evTy6XSSdEJSDr/YrO3KaY2Cw4ouIopZWq2XopRLRNNUxISEBGo0GdrsdhYWFAML/rGY4MJlMXBKciDql1+uV93t/T3cUQrDiizqQJCns+nyFcjVHZ772+ZL3s0g4LnJucO+MKzoGBo8AiYgo4kVT8KXRaJTKhP379wNgBQERkT8Eqs9XU1MTWlpaAETGF3IKnnAKvoQQYRN8AcemOx44cMDj20RCfy9Zd1MdWfHlXz4FX88//zz69u2LmJgYFBQU4JtvvvHodt999x10Oh2GDRvmy8MSERG5FcjgK9x6fAHHvjjJB0v8IkVE1HPOfb78Sf4ynpiYCL1e79f7psgmB1+HDh3yqpdVIFRUVKCurg5arVYJnUKpb9++AByhoM1m8+g2kRR8yRVfdXV1sFgsABzhI6c6BobXwdeKFStwxx134N5778XWrVtx+umnY/Lkyd2m1LW1tZg5cybOPPNMnwdLRETkTjRVfAHHvpzJIuEAj4go3AWq4kueysRpjtReZmYmDAYDWltblUqfUJGrvfr06RMWAW1GRgZMJhPa2tpQXFzs0W3kHl+RcEIwNjZW6UMmv0fIK3ZrtVq+X/iZ18HXk08+ieuuuw7XX389Bg0ahEWLFiEvLw8vvPBCl7e78cYbMW3aNIwaNcrnwRIREbkTbcFX+wM6Bl9ERD0XqOArkqpQKLg0Gg3y8vIAQOnbGSrhNM0RcPRA83a6Y6Tta+37fMnVXmlpadBqtSEblxp5FXxZLBZs3rwZkyZNcrl+0qRJWL9+fae3e+2117Bv3z7Mnz/fo8dpbW1FXV2dy4WIiKgz/g6+hBBhHXw5V3zp9fqwnI5JRBRp5OArUFMdWcFB7jhPdwwVi8WiBG/hEnwBx/p8edLg3mq1KqF1pARf7ft8cZpj4HgVfFVUVMBms3X4Q2RmZqK0tNTtbfbs2YO//OUveOONN6DT6Tx6nEcffRRms1m5yCk4ERGRO87BlxCix/dnsViUfhLhGHw5V3ylpKRAkqQQjoaISB3kkwqBmuoYKV/GKbjk4KuwsNAvxzC+OHjwIGw2G5KSksIqoJX7fB06dAhWq7XLbeXAOpJOCMrPtfwewcb2geNTc/v2B9hCCLcH3TabDdOmTcODDz6IAQMGeHz/8+bNQ21trXIJZfpNREThTz7AsdlsSoPQnpCrvfR6fVj0uWjPueKLX6SIiPxDrvhqbGzs9ku2p4QQrPiiLvXq1QsajQYNDQ1+rzb0lDzNsX///mF1Mi0tLQ3x8fGwWq04fPhwl9s6T3MMp9+hK51NdWTw5X9eBV/yXNP21V1lZWVu/zj19fXYtGkTbr31Vuh0Ouh0OixYsAA//fQTdDodVq9e7fZxjEYjEhMTXS5ERESd0ev1SlWxP6Y7hvM0R8AxLjmQi4QGrkREkcBkMinvrf6q+mpsbITFYoEkSXy/Jrf0ej1ycnIAhK7Plxx8HX/88SF5/M449/nqbrqj3Ng+kk4IysFXRUUFLBaLEt4x+PI/r4Ivg8GAgoICrFq1yuX6VatWYfTo0R22T0xMxPbt27Ft2zblMmfOHJxwwgnYtm0bTjvttJ6NnoiI6H/82ecr3IMv5y9QkXSAR0QUziRJ8nufL7mSw2w2s1k1dUqe7lhUVBT0x66srER1dTU0Go0SMoUTT4MvOTSKpIA5OTkZkiShra0N+/fvhxACsbGxETNVM5J41nTLydy5czFjxgwMHz4co0aNwpIlS1BUVIQ5c+YAcExTPHLkCF5//XVoNBoMHjzY5fYZGRmIiYnpcD0REVFPxMbGoq6uzi/BV2Njo3Kf4WrIkCHYtGkT+vfvH+qhEBGpRlJSEioqKvxW8cVpjuSJ/Px8rF+/PiTBl1ztlZ+fD6PRGPTH744cfB0+fBhtbW2dtqCItBUdAUCr1SI5ORlVVVXYtWsXAEe1V6RM1YwkXgdfV1xxBSorK7FgwQKUlJRg8ODB+Oyzz5Cfnw8AKCkpCckOS0RE0U0+OxYNFV8AMHbsWIwdOzbUwyAiUhW54stfwRcb25Mn5MXcKisr0djYGNSKH+f+XuEoJSUFCQkJqK+vx6FDh9CvXz+320XiVEfAMd2xqqoKv/76KwBOcwwUn5rb33zzzTh48CBaW1uxefNmnHHGGcrPli5dijVr1nR62wceeADbtm3z5WGJiIg6FU1THYmIKDD8HXxFYhUKBZ/JZEJGRgaA4E53bGtrU6YQHnfccUF7XG9IkqSs7tjZdEe73R6xwZdcDSovzsTgKzB8Cr6IiIjCjclkAsDgi4iIfBeoHl+c6kjdkau+ghl8FRUVwWq1IiEhQQnewpE83fHAgQNuf15XVwe73Q6tVouEhIQgjqzn5Ab3MgZfgcHgi4iIVEEOqeT+XD3B4IuIKDolJSUB8E/FlxCCFV/kMbl1UDCDrz179gBwVHuFc18pueKruLhYqYxy5tzYXqOJrIjDORSXJAnp6ekhHI16RdargoiIqBNyP4zm5uYe3xeDLyKi6CRXfMkVJD1RX18Pq9UKjUajBGpEnZFXdiwpKXEb7gTCvn37AITvNEdZUlISkpKSYLfb3QaDkRwwO1d8paamQqfzug07eYDBFxERqQJ7fBERUU8lJCRAo9HAbrejoaGhR/clT3NMSkqCVqv1x/BIxcxmM8xmM4QQOHz4cMAfr6amBhUVFZAkqdOG8eGkq+mOzhVfkSY2NhYxMTEAOM0xkBh8ERGRKjD4IiKintJoNEhMTATQ8z5f8pdx9vciT8lVX++//z7ef/99bN261W8LLbQnr+aYl5enBC/hTA6+3DW4j9TG9oBjeqP8HsHgK3BYR0dERKrgrx5fdrtdmS7J4IuIKPqYzWbU1NT0OHCQK74i8cs4hcawYcPwyy+/oLGxEdu3b8f27dsBOF5Dffv2VS7+OD6Rg69wn+Yok/t8lZSUoKWlxSWsi+SpjoDj797Y2IiBAweGeiiqxeCLiIhUQT4IbG5uht1u97m5qXOPMAZfRETRx18rO0b6l3EKvn79+uHuu+/GoUOHsH//fhw4cADFxcWoqqpCVVUVNm/eDADIyspC37590a9fP/Tu3RsGg8Grx7HZbMqUwUgJvhITE5GSkoKqqioUFRVhwIABAFwXkYjEqY4AMHz4cAwfPjzUw1A1Bl9ERKQKJpNJ+f+WlhafQyt5mmNMTEzErQxEREQ9JwdfPa344lRH8oVOp1MquwDHMU1hYaEShJWXl6O0tBSlpaXYsGEDNBoNcnNzlSCsV69e3faUKyoqgsViQVxcHLKysoLxa/lFnz59UFVVhQMHDijBV0NDA6xWKyRJ4iIS1CkGX0REpAparRYxMTFoaWlBU1NTj4MvVnsREUUn+ctzT4Iv5yoUVnxRT8TExOCEE07ACSecAMCxWuiBAweUS21tLYqKilBUVIS1a9fCYDAgPz9fCc8yMzMhSZLLfTpPc2z/s3DWt29fbNmyxaXPl7yfmc1mLiJBnWLwRUREqhEbG6sEX75i8EVEFN38UfFVW1sLm80GrVar3B+RPyQkJGDo0KEYOnQohBCorq5WqsEOHDiA5uZm7NmzB3v27AHgOJ6RQ7B+/fohOTlZCb769+8fyl/Fa3KD+9LSUjQ3N8NkMjFgJo8w+CIiItWIjY1FVVVVjxrcy8FXXFycv4ZFREQRxLnHlxDCp4oYubF9cnIyp81TwEiShJSUFKSkpGD48OEQQqC0tFQJwQoLC9HU1ISdO3di586dABwVjXL/ukgLvuLj45GWloaKigocPHgQgwYNYvBFHmHwRUREqiFXafmj4su5ZxgREUUPOfhqa2tDS0uLT58H/DJOoSBJErKzs5GdnY3Ro0fDZrPh8OHDShB2+PBhJfTKzc2NyOr2vn37ugRf1dXVACK3sT0FB4MvIiJSDX8GX5F4MEhERD2n1+sRFxeHxsZG1NTU+BR8yRVfDL4olLRaLfLz85Gfn4/x48fDYrGgsLAQxcXFOPHEE0M9PJ/06dMHP/74o9LniyEzeYLBFxERqQaDLyIi8gez2YzGxkbU1tYiOzvb69tzRUcKRwaDAccffzyOP/74UA/FZ3Kfr7KyMjQ2NjL4Io9wwjkREamGP4Mv9vgiIopezn2+fMHgiygwYmNjkZmZCQDYtWsXWltbAXCqI3WNwRcREakGK76IiMgferKyo91uV/oOsQqFyP/kqq+tW7cCcKx0qdfrQzgiCncMvoiISDUYfBERkT8kJSUB8C34qqmpgd1uh06nQ2Jiop9HRkRy8FVSUgKAATN1j8EXERGpBoMvIiLyh55UfDn3HJIkya/jIiIgPz/f5d+c5kjdYfBFRESqIffl8jX4slqtsFgsABh8ERFFs570+OKKjkSBZTKZXBad4L5G3WHwRUREqiGHVRaLBVar1evby4GZRqOB0Wj069iIiChyyFMdm5qa0NbW5tVtucocUeDJ0x0B7mvUPQZfRESkGkajUZlW4kvVl/M0R05PISKKXjExMTAYDAC8n+7IFR2JAq9v377K/zP4ou4w+CIiItWQJKlHfb7Y34uIiADH54mvfb441ZEo8Hr37g2DwQC9Xs99jbqlC/UAiIiI/Ck2NhaNjY0+BV+NjY3KfRARUXRLSkpCeXm5V32+bDabsj0rvogCx2g0YtasWRBCsD0FdYvBFxERqUpcXBzKy8tZ8UVERD2SmJgIwLuKr+rqagghoNfrER8fH6ihERGAnJycUA+BIgSnOhIRkapwqiMREfmD3ODem+DLub8Xe0USEYUHBl9ERKQqJpMJAIMvIiLqGV96fLG/FxFR+GHwRUREqiKHVnK/Lm8w+CIiIplc8eVNjy+54ovBFxFR+GDwRUREqhIXFwcAaG5u9vq2DL6IiEgmV3zV1dXBbrd7dBvnqY5ERBQeGHwREZGqsMcXERH5Q3x8PDQaDYQQqK+v9+g2nOpIRBR+GHwREZGqMPgiIiJ/0Gg0Xq3saLVale1Y8UVEFD4YfBERkar42uNLCKEEX/J0SSIiim7e9Pmqrq4GABiNRp5AISIKIwy+iIhIVZwrvoQQHt+utbVV6eEirwxJRETRzZuVHZ2nOUqSFNBxERGR5xh8ERGRqsjBl91uh8Vi8fh2crWXXq+HXq8PyNiIiCiyyMGXJxVfcvDFaY5EROGFwRcREamKc3DlTZ8v9vciIqL2vKn4kld0ZGN7IqLwwuCLiIhUx5c+Xwy+iIioPbnHF4MvIqLIxeCLiIhUx5eVHdnYnoiI2nOu+OqubySnOhIRhScGX0REpDo9Cb5Y8UVERDI5+Gpra0Nzc3On27W1taG+vh4Agy8ionDD4IuIiFSnJ8EXV3QkIiKZTqdTKoG7anAvT3M0mUz8HCEiCjMMvoiISHV8Cb7kfmCs+CIiImee9PmSpzmyvxcRUfhh8EVERKrjS/AlT2Fhjy8iInLmycqOcsUXpzkSEYUfBl9ERKQ67PFFRET+IgdfXU11ZMUXEVH4YvBFRESqw+CLiIj8xZuKLwZfREThh8EXERGpDnt8ERGRv3jT44tTHYmIwg+DLyIiUh25T5enwZfdbkdLSwsABl9EROSqu4qv1tZW5eQJK76IiMIPgy8iIlIdObxqbm6G3W7vdnu5sT0ALkNPREQu5IqvpqYmWCyWDj+XpznGxsYiJiYmmEMjIiIPMPgiIiLVcQ6vnEOtzsiVYSaTCRoNPxqJiOgYo9EIg8EAwH3VF6c5EhGFNx7dExGR6mg0GuWsuyfTHdnfi4iIOiNJUpd9vuSKLwZfREThicEXERGpkjd9vriiIxERdaWrPl9c0ZGIKLwx+CIiIlXyZmVHBl9ERNQVOfiqqanp8DN5qiODLyKi8MTgi4iIVInBFxER+YsnFV+c6khEFJ4YfBERkSrJDe7l/l1dYfBFRERd6azHV0tLi/IZwoovIqLwxOCLiIhUiT2+iIjIXzqb6ihPc4yPj1dWfiQiovDiU/D1/PPPo2/fvoiJiUFBQQG++eabTrd9//33cfbZZyM9PR2JiYkYNWoUvvzyS58HTERE5Ak5xGpubu52WwZfRETUFbniq76+Hna7Xbme0xyJiMKf18HXihUrcMcdd+Dee+/F1q1bcfrpp2Py5MkoKipyu/26detw9tln47PPPsPmzZsxYcIEXHDBBdi6dWuPB09ERNQZ9vgiIiJ/iY+Ph0ajgRACdXV1yvVsbE9EFP68Dr6efPJJXHfddbj++usxaNAgLFq0CHl5eXjhhRfcbr9o0SLcfffdOPXUU3H88cfjkUcewfHHH4+PP/64x4MnIiLqjBxisccXERH1lCRJbhvcyxVfDL6IiMKXV8GXxWLB5s2bMWnSJJfrJ02ahPXr13t0H3a7HfX19fxwICKigPKl4kvuC0ZERNSeuz5fcsUXpzoSEYUvnTcbV1RUwGazITMz0+X6zMxMlJaWenQf//jHP9DY2IipU6d2uk1raytaW1uVfzuXExMREXnC0+Crra0NbW1tLrchIiJqr/3KjkIIVnwREUUAn5rbS5Lk8m8hRIfr3HnrrbfwwAMPYMWKFcjIyOh0u0cffRRms1m55OXl+TJMIiKKYnKI5RxsuSMHYxqNhityERFRp9pPdWxubkZLSwsABl9EROHMq+ArLS0NWq22Q3VXWVlZhyqw9lasWIHrrrsO77zzDs4666wut503bx5qa2uVy6FDh7wZJhEREYxGIzQax8dcV1Vfzv29PDmJQ0RE0al98CVPc0xMTIRerw/ZuIiIqGteBV8GgwEFBQVYtWqVy/WrVq3C6NGjO73dW2+9hWuuuQZvvvkmpkyZ0u3jGI1GJCYmulyIiIi8IUmSR9Md2d+LiIg80b7HlzzNkf29iIjCm1c9vgBg7ty5mDFjBoYPH45Ro0ZhyZIlKCoqwpw5cwA4qrWOHDmC119/HYAj9Jo5cyaefvppjBw5UqkWM5lMyocHERFRIMTGxqKhocHjii8iIqLOOPf4EkIoFV+c5khEFN68Dr6uuOIKVFZWYsGCBSgpKcHgwYPx2WefIT8/HwBQUlKCoqIiZfsXX3wRVqsVt9xyC2655Rbl+lmzZmHp0qU9/w2IiIg64U3FF4MvIiLqijwLxWq1oqmpiY3tiYgihNfBFwDcfPPNuPnmm93+rH2YtWbNGl8egoiIqMc8Cb4aGxsBOCqRiYiIOqPT6RAfH4+GhgbU1tZyqiMRUYTwaVVHIiKiSMAeX0RE5E/Ofb441ZGIKDIw+CIiItXyJPhqbm522ZaIiKgzcp+vI0eOwGKxQJIkJCcnh3ZQRETUJQZfRESkWuzxRURE/iRXfB04cED5t07nU/cYIiIKEgZfRESkWt70+GLwRURE3ZGDr5KSEgCc5khEFAkYfBERkWqx4ouIiPxJDr5kDL6IiMIfgy8iIlItuWF9Z8GXEILBFxEReUzu8SXjio5EROGPwRcREamWc8WXEKLDz1tbW5XrGXwREVF32ld8MfgiIgp/DL6IiEi1TCYTAMBut6O1tbXDz+VqL4PBwObERETUrZiYGBiNRuXfnOpIRBT+GHwREZFq6fV66PV6AO6nO7KxPREReUue7ihJUoepj0REFH4YfBERkap11eeL/b2IiMhb8nTH5ORkaLXaEI+GiIi6w+CLiIhUrauVHRl8ERGRt+Tgi9MciYgiA4MvIiJSNQZfRETkT7m5uQCA3r17h3gkRETkCXbyJSIiVZNDLbmflzMGX0RE5K0hQ4YgNzcXycnJoR4KERF5gMEXERGpGiu+iIjInyRJ4jRHIqIIwqmORESkagy+iIiIiIiiF4MvIiJSNTnUam5u7vAzBl9EREREROrG4IuIiFSNPb6IiIiIiKIXgy8iIlI1T6Y6xsXFBXVMREREREQUHAy+iIhI1ToLvmw2G1paWly2ISIiIiIidWHwRUREqiaHWi0tLbDb7cr1zj2/YmJigj4uIiIiIiIKPAZfRESkaiaTSfl/56ov+f9NJhM0Gn4cEhERERGpEY/0iYhI1TQajRJ+uQu+2N+LiIiIiEi9GHwREZHquevzxRUdiYiIiIjUj8EXERGpHoMvIiIiIqLoxOCLiIhUz13w1djYCMC1BxgREREREakLgy8iIlK9riq+2OOLiIiIiEi9GHwREZHquQu+mpubXX5GRERERETqw+CLiIhUjz2+iIiIiIiiE4MvIiJSva56fDH4IiIiIiJSLwZfRESkenIfL1Z8ERERERFFFwZfRESkepzqSEREREQUnRh8ERGR6rUPvtra2mC1Wl1+RkRERERE6sPgi4iIVE8Ot9ra2tDW1qb099JqtTAYDKEcGhERERERBRCDLyIiUj2DwQCtVgvAUfXlPM1RkqRQDo2IiIiIiAKIwRcREameJEku0x3Z34uIiIiIKDow+CIioqjA4IuIiIiIKPow+CIioqggh1yNjY0MvoiIiIiIogSDLyIiigqs+CIiIiIiij4MvoiIKCow+CIiIiIiij4MvoiIKCow+CIiIiIiij4MvoiIKCow+CIiIiIiij4MvoiIKCq4C77i4uJCOSQiIiIiIgowBl9ERBQVWPFFRERERBR9dKEeABERUTDIIVdjYyOam5tdriMiIiIiInVi8EVERFHBueJLZjKZQjUcIiIiIiIKAk51JCKiqNC+ustgMECn4/kfIiIiIiI1Y/BFRERRQafTwWAwKP9mY3siIiIiIvVj8EVERFHDueqL/b2IiIiIiNSPwRcREUUNBl9ERERERNGFwRcREUUNBl9ERERERNGFwRcREUUN575eDL6IiIiIiNSPwRcREUUNk8mk/D+DLyIiIiIi9WPwRUREUYNTHYmIiIiIootPwdfzzz+Pvn37IiYmBgUFBfjmm2+63H7t2rUoKChATEwM+vXrh8WLF/s0WCIiop5g8EVEREREFF28Dr5WrFiBO+64A/feey+2bt2K008/HZMnT0ZRUZHb7Q8cOIDzzjsPp59+OrZu3Yq//vWvuO222/Dvf/+7x4MnIiLyBnt8ERERERFFF6+DryeffBLXXXcdrr/+egwaNAiLFi1CXl4eXnjhBbfbL168GL1798aiRYswaNAgXH/99bj22mvxxBNP9HjwRERE3mDFFxERERFRdPEq+LJYLNi8eTMmTZrkcv2kSZOwfv16t7fZsGFDh+3POeccbNq0CW1tbW5v09rairq6OpcLERFRTzH4IiIiIiKKLl4FXxUVFbDZbMjMzHS5PjMzE6WlpW5vU1pa6nZ7q9WKiooKt7d59NFHYTablUteXp43wyQiInIrISEBOp0OJpMJMTExoR4OEREREREFmM6XG0mS5PJvIUSH67rb3t31snnz5mHu3LnKv+vq6hh+ERFRjxmNRsyaNQs6nQ4aDRc2JiIiIiJSO6+Cr7S0NGi12g7VXWVlZR2qumRZWVlut9fpdEhNTXV7G6PRCKPR6M3QiIiIPJKbmxvqIRARERERUZB4dbrbYDCgoKAAq1atcrl+1apVGD16tNvbjBo1qsP2//nPfzB8+HDo9Xovh0tEREREREREROQZr+d5zJ07Fy+//DJeffVV7N69G3feeSeKioowZ84cAI5pijNnzlS2nzNnDgoLCzF37lzs3r0br776Kl555RXcdddd/vstiIiIiIiIiIiI2vG6x9cVV1yByspKLFiwACUlJRg8eDA+++wz5OfnAwBKSkpQVFSkbN+3b1989tlnuPPOO/Hcc88hJycH//znP3HZZZf577cgIiIiIiIiIiJqRxJyp/kwVldXB7PZjNraWiQmJoZ6OEREREREREREFCLe5ERc0oqIiIiIiIiIiFSJwRcREREREREREakSgy8iIiIiIiIiIlIlBl9ERERERERERKRKDL6IiIiIiIiIiEiVGHwREREREREREZEqMfgiIiIiIiIiIiJVYvBFRERERERERESqpAv1ADwhhAAA1NXVhXgkREREREREREQUSnI+JOdFXYmI4Ku+vh4AkJeXF+KREBERERERERFROKivr4fZbO5yG0l4Eo+FmN1uR3FxMRISEiBJUsAfr66uDnl5eTh06BASExMD/nhEFBrc14miB/d3oujAfZ0oenB/j25CCNTX1yMnJwcaTdddvCKi4kuj0SA3Nzfoj5uYmMgdiCgKcF8nih7c34miA/d1oujB/T16dVfpJWNzeyIiIiIiIiIiUiUGX0REREREREREpEoMvtwwGo2YP38+jEZjqIdCRAHEfZ0oenB/J4oO3NeJogf3d/JURDS3JyIiIiIiIiIi8hYrvoiIiIiIiIiISJUYfBERERERERERkSox+CIiIiIiIiIiIlVi8EVERERERERERKqkyuBr3bp1uOCCC5CTkwNJkrBy5UqXnx89ehTXXHMNcnJyEBsbi3PPPRd79uxx2aa0tBQzZsxAVlYW4uLicMopp+C9995z2aa6uhozZsyA2WyG2WzGjBkzUFNTE+Dfjoic+WN/37dvHy655BKkp6cjMTERU6dOxdGjR1224f5OFFqPPvooTj31VCQkJCAjIwMXX3wxfv31V5dthBB44IEHkJOTA5PJhPHjx2Pnzp0u27S2tuKPf/wj0tLSEBcXhwsvvBCHDx922Yb7O1Fo+Wt/X7JkCcaPH4/ExERIkuR2P+b+ThQ6/tjXq6qq8Mc//hEnnHACYmNj0bt3b9x2222ora11uR/u69FNlcFXY2MjTjrpJDz77LMdfiaEwMUXX4z9+/fjww8/xNatW5Gfn4+zzjoLjY2NynYzZszAr7/+io8++gjbt2/HpZdeiiuuuAJbt25Vtpk2bRq2bduGL774Al988QW2bduGGTNmBOV3JCKHnu7vjY2NmDRpEiRJwurVq/Hdd9/BYrHgggsugN1uV+6L+ztRaK1duxa33HILvv/+e6xatQpWqxWTJk1y+exeuHAhnnzySTz77LP48ccfkZWVhbPPPhv19fXKNnfccQc++OADvP322/j222/R0NCA888/HzabTdmG+ztRaPlrf29qasK5556Lv/71r50+Fvd3otDxx75eXFyM4uJiPPHEE9i+fTuWLl2KL774Atddd53LY3Ffj3JC5QCIDz74QPn3r7/+KgCIHTt2KNdZrVaRkpIiXnrpJeW6uLg48frrr7vcV0pKinj55ZeFEELs2rVLABDff/+98vMNGzYIAOKXX34J0G9DRF3xZX//8ssvhUajEbW1tco2VVVVAoBYtWqVEIL7O1E4KisrEwDE2rVrhRBC2O12kZWVJR577DFlm5aWFmE2m8XixYuFEELU1NQIvV4v3n77bWWbI0eOCI1GI7744gshBPd3onDky/7u7OuvvxYARHV1tcv13N+JwktP93XZO++8IwwGg2hraxNCcF8nIVRZ8dWV1tZWAEBMTIxynVarhcFgwLfffqtcN3bsWKxYsQJVVVWw2+14++230draivHjxwMANmzYALPZjNNOO025zciRI2E2m7F+/frg/DJE1CVP9vfW1lZIkgSj0ahsExMTA41Go2zD/Z0o/MhTGFJSUgAABw4cQGlpKSZNmqRsYzQaMW7cOGU/3bx5M9ra2ly2ycnJweDBg5VtuL8ThR9f9ndPcH8nCi/+2tdra2uRmJgInU4HgPs6qXSqY1cGDhyI/Px8zJs3D9XV1bBYLHjsscdQWlqKkpISZbsVK1bAarUiNTUVRqMRN954Iz744AP0798fgKMHWEZGRof7z8jIQGlpadB+HyLqnCf7+8iRIxEXF4d77rkHTU1NaGxsxJ///GfY7XZlG+7vROFFCIG5c+di7NixGDx4MAAo+2JmZqbLtpmZmcrPSktLYTAYkJyc3OU23N+Jwoev+7snuL8ThQ9/7euVlZV46KGHcOONNyrXcV+nqAu+9Ho9/v3vf+O3335DSkoKYmNjsWbNGkyePBlarVbZ7r777kN1dTX++9//YtOmTZg7dy5+//vfY/v27co2kiR1uH8hhNvriSj4PNnf09PT8e677+Ljjz9GfHw8zGYzamtrccopp7i8J3B/Jwoft956K37++We89dZbHX7Wfp/0ZD9tvw33d6Lw4e/9vbv78PV+iKhn/LGv19XVYcqUKTjxxBMxf/78Lu+jq/sh9dGFegChUFBQgG3btqG2thYWiwXp6ek47bTTMHz4cACOFd6effZZ7NixA7/73e8AACeddBK++eYbPPfcc1i8eDGysrI6rPoGAOXl5R0SaSIKne72dwCYNGkS9u3bh4qKCuh0OiQlJSErKwt9+/YFAO7vRGHkj3/8Iz766COsW7cOubm5yvVZWVkAHGd1s7OzlevLysqU/TQrKwsWiwXV1dUuVV9lZWUYPXq0sg33d6Lw0JP93RPc34nCgz/29fr6epx77rmIj4/HBx98AL1e73I/3NejW9RVfDkzm81IT0/Hnj17sGnTJlx00UUAHCvAAIBG4/r0aLVaZZW3UaNGoba2Fj/88IPy840bN6K2tlY5eCai8NHZ/u4sLS0NSUlJWL16NcrKynDhhRcC4P5OFA6EELj11lvx/vvvY/Xq1UowLevbty+ysrKwatUq5TqLxYK1a9cq+2lBQQH0er3LNiUlJdixY4eyDfd3otDzx/7uCe7vRKHlr329rq4OkyZNgsFgwEcffeTS3xfgvk5Q56qO9fX1YuvWrWLr1q0CgHjyySfF1q1bRWFhoRDCscrD119/Lfbt2ydWrlwp8vPzxaWXXqrc3mKxiOOOO06cfvrpYuPGjWLv3r3iiSeeEJIkiU8//VTZ7txzzxVDhw4VGzZsEBs2bBBDhgwR559/ftB/X6Jo1tP9XQghXn31VbFhwwaxd+9esWzZMpGSkiLmzp3rsg33d6LQuummm4TZbBZr1qwRJSUlyqWpqUnZ5rHHHhNms1m8//77Yvv27eKqq64S2dnZoq6uTtlmzpw5Ijc3V/z3v/8VW7ZsERMnThQnnXSSsFqtyjbc34lCy1/7e0lJidi6dat46aWXBACxbt06sXXrVlFZWalsw/2dKHT8sa/X1dWJ0047TQwZMkTs3bvX5X742U4yVQZf8pLF7S+zZs0SQgjx9NNPi9zcXKHX60Xv3r3FfffdJ1pbW13u47fffhOXXnqpyMjIELGxsWLo0KHi9ddfd9mmsrJSTJ8+XSQkJIiEhAQxffr0DsskE1Fg+WN/v+eee0RmZqbQ6/Xi+OOPF//4xz+E3W532Yb7O1FoudvPAYjXXntN2cZut4v58+eLrKwsYTQaxRlnnCG2b9/ucj/Nzc3i1ltvFSkpKcJkMonzzz9fFBUVuWzD/Z0otPy1v8+fP7/b++H+ThQ6/tjXO/suAEAcOHBA2Y77enSThBAiUNVkREREREREREREoRLVPb6IiIiIiIiIiEi9GHwREREREREREZEqMfgiIiIiIiIiIiJVYvBFRERERERERESqxOCLiIiIiIiIiIhUicEXERERERERERGpEoMvIiIiIiIiIiJSJQZfRERERERERESkSgy+iIiIiIiIiIhIlRh8ERERERERERGRKjH4IiIiIiIiIiIiVWLwRUREREREREREqsTgi4iIiIiIiIiIVInBFxERERERERERqRKDLyIiIiIiIiIiUiUGX0REREREREREpEoMvoiIiIiIiIiISJUYfBERERERERERkSox+CIiIiIiIiIiIlVi8EVERERERERERKrE4IuIiIiIiIiIiFSJwRcREREREREREakSgy8iIiIiIiIiIlIlBl9ERERERERERKRKDL6IiIiIiIiIiEiVGHwREREREREREZEqMfgiIiIiIiIiIiJVYvBFRERERERERESqxOCLiCjEli5dCkmSEBMTg8LCwg4/Hz9+PAYPHqz8e/DgwRg0aFCH7T744ANIkoRRo0Z1+NmyZcsgSRI++ugjl8eULzqdDrm5uZg9ezaOHDnS6VivueYal9t1drnmmmt8eCa8t2bNGkiShPfee6/bbR944AFIkuTXx9+9ezdmzJiBfv36ISYmBmlpaTjllFNw6623oq6uk/OatgAAo1lJREFUzq+P1d4jjzyClStXerx9+7+R2WzG+PHj8emnnwZukEHk7fNRWVmJefPm4cQTT0RcXBzMZjMGDhyIGTNm4Oeffw7cQAF89tlneOCBBwL6GN2R94eKioqQjmPjxo245JJL0Lt3bxiNRmRmZmLUqFH405/+FJLxSJKEW2+9NSSP/c0332Dq1Kno1asXDAYDzGYzRo8ejRdeeAGNjY0hGRN5xpPPRUmSsGbNGlxzzTXo06dPqIdMRBRVdKEeABERObS2tuK+++7DsmXLutxuwoQJePbZZ1FaWoqsrCzl+jVr1iAuLg6bNm1CfX09EhISXH6m0WhwxhlnuNzXa6+9hoEDB6K5uRnr1q3Do48+irVr12L79u2Ii4vr8Nj3338/5syZo/x7y5YtuOWWW/DII49gwoQJyvXp6ele//6RZuvWrRgzZgwGDRqEv/3tb+jTpw8qKirw008/4e2338Zdd92FxMTEgD3+I488gssvvxwXX3yxx7e5/PLL8ac//Ql2ux379+/Hww8/jAsuuAAff/wxpkyZErCxBoM3z0dDQwNGjhyJhoYG/PnPf8ZJJ52E5uZm/Pbbb3j//fexbds2DB06NGBj/eyzz/Dcc8+FPPwKtU8//RQXXnghxo8fj4ULFyI7OxslJSXYtGkT3n77bfzjH/8I9RCDZv78+ViwYAFGjx6Nhx56CP3790dTUxPWr1+PBx54AL/99hueeuqpUA+TOrFhwwaXfz/00EP4+uuvsXr1apfrTzzxROTl5eH2228P5vCIiKIegy8iojBx7rnn4s0338Rdd92Fk046qdPt5OBrzZo1uPLKK5Xr16xZg+uvvx7PP/88vv32W0yePNnlZyeffDKSkpJc7mvw4MEYPny4cr82mw0PPfQQVq5cienTp3d47P79+6N///7Kv1taWgAAxx9/PEaOHNnpmJubmxETE+P3iqtQWrRoETQaDdasWeMSMl5++eV46KGHIIQI4ejcy8zMVP5Oo0ePxqhRo3Dcccdh0aJFPQ6+Iulv/O6772Lv3r1YvXq1S2ALAHPnzoXdbg/RyNSnqakJsbGxbn+2cOFC9O3bF19++SV0umOHpFdeeSUWLlwYrCGG3LvvvosFCxbguuuuw0svveSyD02ePBl33313h2AlXHT1940m7T//0tPTodFo3H4uBvKECBERucepjkREYeLuu+9Gamoq7rnnni63Gz9+vDJlQlZZWYnt27djypQpKCgowNdff6387NChQ9i/f3+HL/juyAfp7qZcekqeRvmf//wH1157LdLT0xEbG4vW1lbY7XYsXLgQAwcOhNFoREZGBmbOnInDhw+73EefPn3cTpccP348xo8f3+H6lpYWzJ07F1lZWTCZTBg3bhy2bt3q0XhXrFiBUaNGIS4uDvHx8TjnnHM8um1lZSUSExMRHx/v9ufOX17l6arffPMNRo4cCZPJhF69euH++++HzWZzuV1VVRVuvvlmZbpTv379cO+996K1tdXlvhsbG/Gvf/1LmULj7nnpTv/+/ZGenu7y9960aRMuvPBCpKSkICYmBieffDLeeecdl9t19TcGgDfffBOjRo1CfHw84uPjMWzYMLzyyisu9/Hf//4XZ555JhITExEbG4sxY8bgq6++ctlGno63c+dOXHXVVTCbzcjMzMS1116L2tpan5+PyspKAEB2drbbn2s0rodHe/bswbRp05CRkQGj0YhBgwbhueeec9lGnna7fPnyLl+L11xzjXJb5ylQBw8eBAAIIfD8889j2LBhMJlMSE5OxuWXX479+/e7PJ78mtqwYQNGjx4Nk8mEPn364LXXXgPgqKY65ZRTEBsbiyFDhuCLL75w+7seOnQIl156KRITE2E2m3H11VejvLy8w3ae7CfXXHMN4uPjsX37dkyaNAkJCQk488wz3T4u4Pg7pKWluYResvZ/A0/HsGnTJlx55ZXo06eP8pxcddVVPXpPq6mpwZ/+9Cf069dPed8677zz8MsvvyjbWCwWPPzww8p7W3p6OmbPnu32uWxvwYIFSE5Oxj//+U+3wXFCQgImTZqk/LulpQXz5s1D3759YTAY0KtXL9xyyy2oqalRtrn44ouRn5/vNsQ97bTTcMoppyj/9vY1t27dOowePRqxsbG49tprATj+NpMmTUJ2djZMJhMGDRqEv/zlL26naL700ksYMGAAjEYjTjzxRLz55ptup//5+pwuWrQIkiRh7969HX52zz33wGAwKFN8t27divPPP1/Zt3NycjBlypQOn0n+5O53lafYvvbaazjhhBNgMpkwfPhwfP/99xBC4O9//zv69u2L+Ph4TJw40e3v5sl7KhFRtGLwRUQUJhISEnDffffhyy+/7DA9wllKSgqGDh3qEm6tXbsWWq0Wo0ePxrhx41xCMXk7T4Iv+WDaH1MVr732Wuj1eixbtgzvvfce9Ho9brrpJtxzzz04++yz8dFHH+Ghhx7CF198gdGjR/eo19Bf//pX7N+/Hy+//DJefvllFBcXY/z48R2+uLX3yCOP4KqrrsKJJ56Id955B8uWLUN9fT1OP/107Nq1q8vbjho1CiUlJZg+fTrWrl2L5ubmLrcvLS3FlVdeienTp+PDDz/E5ZdfjocffthlyktLSwsmTJiA119/HXPnzsWnn36Kq6++GgsXLsSll16qbLdhwwaYTCacd9552LBhAzZs2IDnn3/eg2fKVXV1NSorK5W/99dff40xY8agpqYGixcvxocffohhw4bhiiuuwNKlSzvc3t3f+G9/+xumT5+OnJwcLF26FB988AFmzZrlEjwsX74ckyZNQmJiIv71r3/hnXfeQUpKCs455xy3X9Quu+wyDBgwAP/+97/xl7/8BW+++SbuvPNOn58PuQ/ezJkzsXLlSiUIc2fXrl049dRTsWPHDvzjH//AJ598gilTpuC2227Dgw8+2GH77l6L999/Py6//HJl3PJFDuFuvPFG3HHHHTjrrLOwcuVKPP/889i5cydGjx6No0ePujxWaWkpZs+ejeuvvx4ffvghhgwZgmuvvRYLFizAvHnzcPfdd+Pf//434uPjcfHFF6O4uLjDeC+55BIcd9xxeO+99/DAAw9g5cqVOOecc9DW1qZs481+YrFYcOGFF2LixIn48MMP3T5Hzn+HjRs34rbbbsPGjRtdHrM9T8dw8OBBnHDCCVi0aBG+/PJLPP744ygpKcGpp57q03tMfX09xo4dixdffBGzZ8/Gxx9/jMWLF2PAgAEoKSkBANjtdlx00UV47LHHMG3aNHz66ad47LHHsGrVKowfP77L94aSkhLs2LEDkyZN8qhySgiBiy++GE888QRmzJiBTz/9FHPnzsW//vUvTJw4UQmfr732WhQVFXX4LPnll1/www8/YPbs2cp13rzmSkpKcPXVV2PatGn47LPPcPPNNwNwhMPnnXceXnnlFXzxxRe444478M477+CCCy5wuf2SJUtwww03YOjQoXj//fdx33334cEHH3T5zOrpc3r11VfDYDB0eM+y2WxYvnw5LrjgAqSlpaGxsRFnn302jh49iueeew6rVq3CokWL0Lt3b9TX13f7t/C3Tz75BC+//DIee+wxvPXWW6ivr8eUKVPwpz/9Cd999x2effZZLFmyBLt27cJll13mUlXs7XsqEVHUEUREFFKvvfaaACB+/PFH0draKvr16yeGDx8u7Ha7EEKIcePGid/97ncut7njjjsEAFFcXCyEEOKPf/yjGDlypBBCiM8++0xotVpRW1srhBBi9uzZQqvVirq6ug6P+f3334u2tjZRX18vPvnkE5Geni4SEhJEaWmpR2P/+uuvBQDx7rvvdrjvmTNnumy7e/duAUDcfPPNLtdv3LhRABB//etflevy8/PFrFmzOjzeuHHjxLhx4zo8/imnnKI8X0IIcfDgQaHX68X111+vXDd//nzh/LFXVFQkdDqd+OMf/+jyGPX19SIrK0tMnTq1y9+9paVFXHzxxQKAACC0Wq04+eSTxb333ivKyso6jBuA+PDDD12u/8Mf/iA0Go0oLCwUQgixePFiAUC88847Lts9/vjjAoD4z3/+o1wXFxfn9jnqjPzct7W1CYvFInbv3i0mT54sAIjnnntOCCHEwIEDxcknnyza2tpcbnv++eeL7OxsYbPZhBCd/433798vtFqtmD59eqfjaGxsFCkpKeKCCy5wud5ms4mTTjpJjBgxQrlO/pstXLjQZdubb75ZxMTEuPzNvX0+FixYIAwGg/L369u3r5gzZ4746aefXLY755xzRG5urrI/yW699VYRExMjqqqqhBDevRZvueUW4e4QbMOGDQKA+Mc//uFy/aFDh4TJZBJ33323cp38mtq0aZNyXWVlpdBqtcJkMokjR44o12/btk0AEP/85z+V6+Tn9s4773R5rDfeeEMAEMuXLxdCeLefzJo1SwAQr776aoffzZ2KigoxduxY5W+g1+vF6NGjxaOPPirq6+uV7Xqyr1qtVtHQ0CDi4uLE008/3e2YAIhbbrlF+feCBQsEALFq1apOb/PWW28JAOLf//63y/U//vijACCef/75Tm/7/fffCwDiL3/5S7djE0KIL774wu0+sWLFCgFALFmyRAghRFtbm8jMzBTTpk1z2e7uu+8WBoNBVFRUCCF8e8199dVXXY7RbreLtrY2sXbtWgFA2adsNpvIysoSp512msv2hYWFQq/Xi/z8fOW6njynQghx6aWXitzcXOU9SwjHZyMA8fHHHwshhNi0aZMAIFauXNnlffli1qxZIi4urtOfOf+uQjhed1lZWaKhoUG5buXKlQKAGDZsmMt7yqJFiwQA8fPPPwshvHtPJSKKVqz4IiIKIwaDAQ8//DA2bdrUYXqZM7l6Sz5LvmbNGmVq19ixYwEA69atU342fPhwlz5UspEjR0Kv1yMhIQHnn38+srKy8PnnnyMzM7PHv8tll13m8m+58qz9FMYRI0Zg0KBBPTorPW3aNJcpQvn5+Rg9erRLVVx7X375JaxWK2bOnAmr1apcYmJiOlTNuWM0GvHBBx9g165deOqpp3DllVeivLwc//d//4dBgwbh119/ddk+ISEBF154YYdx2+125W+1evVqxMXFKRVBMvk56+mZ++effx56vR4GgwGDBg3C+vXrsWDBAtx8883Yu3cvfvnlF6W3m/Nzct5556GkpKTD79T+b7xq1SrYbDbccsstnY5h/fr1qKqqwqxZs1wew26349xzz8WPP/7YYXpU++dt6NChaGlpQVlZmc/Pxf3334+ioiK8+uqruPHGGxEfH4/FixejoKAAb731FgBHBd5XX32FSy65BLGxsR2ek5aWFnz//fcu9+vLa1H2ySefQJIkXH311S6PlZWVhZNOOqnDazI7OxsFBQXKv1NSUpCRkYFhw4YhJydHuV5eBdbddL/2vfymTp0KnU6njNeX/aT966Izqamp+Oabb/Djjz/isccew0UXXYTffvsN8+bNw5AhQ5QKLW/G0NDQgHvuuQfHHXccdDoddDod4uPj0djYiN27d3s0Lmeff/45BgwYgLPOOqvTbT755BMkJSXhggsucBnfsGHDkJWV1e17iTfkCq7276O///3vERcXp7xH6HQ6XH311Xj//feVacE2mw3Lli3DRRddhNTUVGXs3rzmkpOTMXHixA7j2r9/P6ZNm4asrCxotVro9XqMGzcOAJTn/ddff0VpaSmmTp3qctvevXtjzJgxLtf19DmdPXs2Dh8+jP/+97/Kda+99hqysrKU/pfHHXcckpOTcc8992Dx4sXdVvkG2oQJE1wWlZH328mTJ7u8p7Tfn315TyUiijZsbk9EFGauvPJKPPHEE7j33ntdprc5GzduHDQaDb7++mtMmjQJO3bsUJpBJyQk4OSTT8aaNWswdOhQHDhwAFdccYXb+3n99dcxaNAg6HQ6ZGZmdtrzyBft76urvko5OTk96sHjvLql83U//fRTp7eRp/Cceuqpbn/urseQO4MGDVK+iAghsGjRIsydOxf333+/S3jpLkyUxy0/N5WVlcjKyurQ5ycjIwM6na7LKXmemDp1Kv785z9DkiQkJCSgf//+0Gq1AI49H3fddRfuuusut7dvP1Ws/d9S7r2Tm5vb6Rjkx2kf7jmrqqpy+QIof0mXGY1GAOh2eml3MjMzMXv2bGXa17p16zB58mTcfvvtuOqqq1BZWQmr1YpnnnkGzzzzjNv7aP+c+PJalB09ehRCiE6D5379+rn8OyUlpcM2BoOhw/UGgwHAscUouhqvTqdDamqq8lrzdj+JjY31unn38OHDlUU22tracM899+Cpp57CwoULsXDhQq/GMG3aNHz11Ve4//77ceqppyIxMRGSJOG8887z6fVSXl6O3r17d7nN0aNHUVNTozzP7XU1xVK+7wMHDng0nsrKSuh0ug7T0SVJQlZWlst7xLXXXot//OMfePvtt3HjjTfiyy+/RElJics0R29fc+7evxsaGnD66acjJiYGDz/8MAYMGIDY2Filf5z8vMtjc/dYmZmZLs9BT55TwBEWZWdn47XXXsOkSZNQXV2Njz76CLfffrvynmc2m7F27Vr83//9H/7617+iuroa2dnZ+MMf/oD77rsPer2+y8fwt8722+72Z1/eU4mIog2DLyKiMCNJEh5//HGcffbZWLJkidttzGazEm6tWbMGGo3G5Yz5uHHj8PXXX2PIkCEAOu/vNWjQIOULp7+1D2/k8KKkpKRDMFJcXIy0tDTl3zExMS7N3GUVFRUu28lKS0vdXtc+MHEm3897772H/Pz8Ln4Tz0mShDvvvBMLFizAjh07XH7WvleOPEbg2HOTmpqKjRs3Qgjh8vyVlZXBarW6/d29kZ6e3unfW77vefPmdRq4nnDCCS7/bv83lr+MHz58GHl5eV0+zjPPPNPpSqD+qDj0xRlnnIFJkyZh5cqVKCsrQ3JyMrRaLWbMmNFpFVvfvn1d/u3La1GWlpYGSZLwzTffKOGeM3fX9VRpaSl69eql/NtqtaKyslIZr7f7SU9X9dTr9Zg/fz6eeuopZR/ydAy1tbX45JNPMH/+fPzlL39Rrm9tbUVVVZVP40lPT++20XlaWhpSU1M7XUDAXbWtLDs7G0OGDMF//vMfj1ZITE1NhdVqRXl5uUv4JYRAaWmpSzh44oknYsSIEXjttddw44034rXXXkNOTo5Lo3xvX3Pu/r6rV69GcXEx1qxZo1R5AXBpti+PHej6vdB5XL4+pwCU/faf//wnampq8Oabb6K1tdUl9AOAIUOG4O2334YQAj///DOWLl2KBQsWwGQyubyGwlk4v6cSEYULBl9ERGHorLPOwtlnn40FCxZ0GiBMmDABTzzxBN58800UFBS4fBEYN24cnnrqKaxcuRJ6vb7DNJJQkKfHLF++3OXL2Y8//ojdu3fj3nvvVa7r06cPfv75Z5fb//bbb/j111/dhj9vvfUW5s6dq3wpKywsxPr16zFz5sxOx3POOedAp9Nh3759Hk/NclZSUuK2+qG4uBh1dXUuU9AAR5Psjz76yGXa3ptvvgmNRoMzzjgDAHDmmWfinXfewcqVK3HJJZco273++uvKz2VGo7HHFU/OTjjhBBx//PH46aef8Mgjj/h0H5MmTYJWq8ULL7ygNJBvb8yYMUhKSsKuXbtw66239mTILrx5Po4ePYr09PQO1Uo2mw179uxBbGwskpKSYDAYMGHCBGzduhVDhw7ttPrEmSevReeKNZPJpFx//vnn47HHHsORI0c6TAcLlDfeeMPltfrOO+/AarUqU6d7up90pbN9SJ4aJ0/X9HQMkiRBCNEhrHn55Zc7rJ7qqcmTJ+Nvf/sbVq9e7XaKH+D4u7399tuw2Ww47bTTvH6M+++/H1OnTsVtt92Gl156qUO41NDQgPXr12PSpEk488wzsXDhQixfvtxlgYd///vfaGxs7LCK5uzZs3HTTTfh22+/xccff4y5c+cqFU/y2Hv6mpPH2/55f/HFF13+fcIJJyArKwvvvPMO5s6dq1xfVFSE9evXu0zP7elzCjh+94ULF+Ktt97C0qVLMWrUKAwcOLDT3+Gkk07CU089haVLl2LLli0+PWYoBOo9lYhITRh8ERGFqccffxwFBQUoKyvD7373uw4/l4OvDz74oMPUtNNPPx0A8OGHH2L06NFhMcXhhBNOwA033IBnnnkGGo0GkydPxsGDB3H//fcjLy/P5UvcjBkzcPXVV+Pmm2/GZZddhsLCQixcuLDT1SbLyspwySWX4A9/+ANqa2sxf/58xMTEYN68eZ2Op0+fPliwYAHuvfde7N+/H+eeey6Sk5Nx9OhR/PDDD4iLi+tyRbobbrgBNTU1uOyyyzB48GBotVr88ssveOqpp6DRaHDPPfe4bJ+amoqbbroJRUVFGDBgAD777DO89NJLuOmmm5TpTjNnzsRzzz2HWbNm4eDBgxgyZAi+/fZbPPLIIzjvvPNc+gwNGTIEa9aswccff4zs7GwkJCR0qMjy1osvvojJkyfjnHPOwTXXXINevXqhqqoKu3fvxpYtW/Duu+92efs+ffrgr3/9Kx566CE0Nzfjqquugtlsxq5du1BRUYEHH3wQ8fHxeOaZZzBr1ixUVVXh8ssvR0ZGBsrLy/HTTz+hvLwcL7zwgtdj9+b5WLZsGV588UVMmzYNp556KsxmMw4fPoyXX34ZO3fuxN/+9jcl5Hr66acxduxYnH766bjpppvQp08f1NfXY+/evfj44487rJrnyWtRrsR8/PHHMXnyZGi1WgwdOhRjxozBDTfcgNmzZ2PTpk0444wzEBcXh5KSEnz77bcYMmQIbrrpJq+fm668//770Ol0OPvss7Fz507cf//9OOmkk5QQpKf7SVfOOecc5Obm4oILLsDAgQNht9uxbds2/OMf/0B8fLyy4qmnY0hMTMQZZ5yBv//970hLS0OfPn2wdu1avPLKK0hKSvJpjHfccQdWrFiBiy66CH/5y18wYsQINDc3Y+3atTj//PMxYcIEXHnllXjjjTdw3nnn4fbbb8eIESOg1+tx+PBhfP3117joootcguz2fv/73+P+++/HQw89hF9++QXXXXcd+vfvj6amJmzcuBEvvvgirrjiCkyaNAlnn302zjnnHNxzzz2oq6vDmDFj8PPPP2P+/Pk4+eSTMWPGDJf7vuqqqzB37lxcddVVaG1t7dAbzB+vudGjRyM5ORlz5szB/Pnzodfr8cYbb3SY3qvRaPDggw/ixhtvxOWXX45rr70WNTU1ePDBB5Gdne0SRPf0OQWAgQMHYtSoUXj00Udx6NChDhXUn3zyCZ5//nlcfPHF6NevH4QQeP/991FTU4Ozzz5b2e7MM8/E2rVrYbVau3y8UAnUeyoRkaqErq8+EREJ4bqqY3vTpk0TADqs6iiEEHV1dUKn0wkA4pNPPunw82HDhgkA4t577/XqMb3R1aqO7u7bZrOJxx9/XAwYMEDo9XqRlpYmrr76anHo0CGX7ex2u1i4cKHo16+fiImJEcOHDxerV6/udFXHZcuWidtuu02kp6cLo9EoTj/9dJfV7oTouKqjbOXKlWLChAkiMTFRGI1GkZ+fLy6//HLx3//+t8vf/csvvxTXXnutOPHEE4XZbBY6nU5kZ2eLSy+9VGzYsMFlW3llzjVr1ojhw4cLo9EosrOzxV//+tcOKyhWVlaKOXPmiOzsbKHT6UR+fr6YN2+eaGlpcdlu27ZtYsyYMSI2NlYAcHle3EG71eo689NPP4mpU6eKjIwModfrRVZWlpg4caJYvHixsk13r5/XX39dnHrqqSImJkbEx8eLk08+Wbz22msu26xdu1ZMmTJFpKSkCL1eL3r16iWmTJni8lqS/2bl5eUut5Uf/8CBAz49H7t27RJ/+tOfxPDhw0V6errQ6XQiOTlZjBs3TixbtqzD9gcOHBDXXnut6NWrl9Dr9SI9PV2MHj1aPPzww8o23rwWW1tbxfXXXy/S09OFJEkdfpdXX31VnHbaaSIuLk6YTCbRv39/MXPmTJf7cbfaqxCOFVGnTJnS4fr2f3/5ud28ebO44IILRHx8vEhISBBXXXWVOHr0aIfbe7KfdLWSnTsrVqwQ06ZNE8cff7yIj48Xer1e9O7dW8yYMUPs2rXLpzEcPnxYXHbZZSI5OVkkJCSIc889V+zYsaPTlWK7e56EEKK6ulrcfvvtonfv3kKv14uMjAwxZcoU8csvvyjbtLW1iSeeeEKcdNJJyut+4MCB4sYbbxR79uzx6PlYu3atuPzyy0V2drbQ6/UiMTFRjBo1Svz97393WZW3ublZ3HPPPSI/P1/o9XqRnZ0tbrrpJlFdXe32fuXPkTFjxnT62D15zQkhxPr168WoUaNEbGysSE9PF9dff73YsmWLANBh31+yZIk47rjjhMFgEAMGDBCvvvqquOiii8TJJ5/ssp0/ntMlS5YIAMJkMnVYmfWXX34RV111lejfv78wmUzCbDaLESNGiKVLl7psJ69m6Q1fVnVs/7o7cOCAACD+/ve/u1zv7nNXCM/eU4mIopUkhBBBytiIiIii0vjx41FRUdGh7xepx5o1azBhwgS8++67XTaZJiJXNTU1GDBgAC6++OJO+1oSERH1BKc6EhERERFRwJWWluL//u//MGHCBKSmpqKwsBBPPfUU6uvrlamtRERE/sbgi4iIiIiIAs5oNOLgwYO4+eabUVVVhdjYWIwcORKLFy9228uSiIjIHzjVkYiIiIiIiIiIVEnT/SZERERERERERESRh8EXERERERERERGpEoMvIiIiIiIiIiJSpYhobm+321FcXIyEhARIkhTq4RARERERERERUYgIIVBfX4+cnBxoNF3XdEVE8FVcXIy8vLxQD4OIiIiIiIiIiMLEoUOHkJub2+U2ERF8JSQkAHD8QomJiSEeDRERERERERERhUpdXR3y8vKUvKgrERF8ydMbExMTGXwREREREREREZFH7bDY3J6IiIiIiIiIiFSJwRcREREREREREakSgy8iIiIiIiIiIlIlBl9ERERERERERKRKDL6IiIiIiIiIiEiVGHwREREREREREZEqMfgiIiIiIiIiIiJVYvBFRERERERERESqxOCLiIiIiIiIiIhUicFXiGwq3oSJ/5qITcWbQj0UIiIiIiIiIiJVYvAVIq//9Dq+Pvg1lv20LNRDISIiIiIiIiJSJa+Dr3Xr1uGCCy5ATk4OJEnCypUru73N2rVrUVBQgJiYGPTr1w+LFy/2ZawRr7CmEJuLN2NLyRas2LkCAPD2zrexpWQLNhdvRmFNYYhHSERERERERESkHjpvb9DY2IiTTjoJs2fPxmWXXdbt9gcOHMB5552HP/zhD1i+fDm+++473HzzzUhPT/fo9mrS5+k+yv9LkAAA5Y3lKFhSoFwv5gu/Pd6m4k24e9XdWHj2QgzPGe63+yUiIiIiIiIiigReB1+TJ0/G5MmTPd5+8eLF6N27NxYtWgQAGDRoEDZt2oQnnngi6oKv5ZcsxzUfXgOr3QoBR8Al/1en0WHpRUv9+njO0ykZfBERERERERFRtPE6+PLWhg0bMGnSJJfrzjnnHLzyyitoa2uDXq8P9BDCxvSh0zEofZBLhZfs80s/x9D0oSgrK+vRYxyqP4SqlipIkPDW9rcAAG9ufxMX9L4AAgIpMSnondi7w+0kSfL5OneE6Fi51pPr/MHTsXcmUOPyN41Gg9TU1B7/vtHAZrOhsrIy1MPwC4PBgKSkpFAPo8eamprQ0NAQ6mFEDJPJhISEhFAPg/6nubkZ9fX1oR5GxDAajTCbzaEeBhEREalcwIOv0tJSZGZmulyXmZkJq9WKiooKZGdnd7hNa2srWltblX/X1dUFepgh9+577+I7fNfj+3kAD3S4rqK5Ame/d3aX2/jqCI5gFVbhbJyNXujlt/ulnsnNzcXvf/97JCYmhnooYaukpATvvPMOampqQj0Uv7n44otx0kknhXoYPqupqcGzzz4Lm80W6qFEDEmSMHv2bOTl5YV6KFGtsbER3377LX788Ue+fr00cuRITJo0iSdriIiIKGACHnwBHStt5MqZzg5yHn30UTz44IMBH1coZMRlIC0mDTGtMRihG4EfrD+gVtQiLSYNsZrYHt//ldYr8Y7lHdhh7/AzDTSYqp8Kk87kcn1PKrF2WHfgoP0gdmh2oK+ur8vPelJFFooDYCGEKg68W1tbcfjwYSxZsgSXX345+vTpE+ohhZ2tW7fi008/hc1mg16vj/jKU6vVCovFgr1790Z08HXgwAHYbDZotVoYjcZQDyfsyX/3DRs2MPgKkZaWFqxfvx4bN26ExWIB4KjCU8NnSTA0NTXh+++/R3NzMy688EJoNFxsnIiIiPwv4MFXVlYWSktLXa4rKyuDTqdDamqq29vMmzcPc+fOVf5dV1enmoP63MRcHP7TYRi0BkiSBCEELDYLjDr/fcn7c8mf3U6n/PGGH3FK9ik9vv/CmkJUNFVAkiQsemMR0AjsM+3DOdPPgRACabFpyE/K7/HjyNik3ztVVVV45513cPToUbz++us4++yzMXLkSH4RgyMo+Pzzz7FlyxYAwIABA3DJJZcgJiYmxCPrmb179+KNN95ASUlJqIfSI/L4R4wY0WGKPHVUVlaGF154Ab/88gtqa2s5ZSyI2trasHHjRnz33XdoaWkBAGRnZ+PMM89Ev379+H7roW3btuGjjz7CTz/9hJaWFlx++eXQ6YJyTpaIiIiiSMCPLkaNGoWPP/7Y5br//Oc/GD58eKdVFkajUdVn+51DLkmS/Bp6OdNAAzvsyn/9JdirU7JJv3dSUlJw3XXX4eOPP8b27dvxn//8B0eOHMGFF14Ig8EQ6uGFTG1tLd59910cOXIEADB+/HicccYZqviCKk8Zr6yshMViidi/s3ySJCsrK8QjiQwZGRno06cPDh48iM2bN2PixImhHpLq2Ww2bN68Gd98843Siy49PR0TJkzAwIEDVfF+EkzDhg2DyWTCu+++i19//RVvvPEGrrzySlUfAxIREVHweV1T3tDQgG3btmHbtm0AHFNTtm3bhqKiIgCOaq2ZM2cq28+ZMweFhYWYO3cudu/ejVdffRWvvPIK7rrrLv/8BtRBRlwGsuKzUJBTgMVTFqMgpwBZ8VnIiMvwy/0vv2Q5dBpHZupudcrllyzv8WMU1hRic/FmbCnZghU7VwAA3t75NraUbMHm4s0orCns8WOomV6vxyWXXIJzzz0XGo0GO3fuxMsvv6yaRu7eOnDgAJYsWYIjR44gJiYG06dPx7hx41TzJTUuLk5pcH706NEQj8Y3Qghl7O56P5J7p556KgBgy5YtsFqtIR6Netntdmzbtg3PPvssPv/8czQ0NCApKQkXX3wx5syZg0GDBqnm/STYTjjhBFx99dUwGAw4ePAg/vWvf6GxsTHUwyIiIiIVkYSXS9WtWbMGEyZM6HD9rFmzsHTpUlxzzTU4ePAg1qxZo/xs7dq1uPPOO7Fz507k5OTgnnvuwZw5czx+zLq6OpjNZtTW1rJZt4dara0BnU65pWSL2+mUm2/Y7JfplNKDx75ASJAgIJT/yvxZVabm6ZRFRUV499130dDQAIPBgEsuuQQDBw4M9bCCQgiB9evX46uvvoIQAllZWZg6dSqSk5NDPTS/e/PNN7Fnzx5MnjwZI0aMCPVwvFZZWYlnn30WOp0O8+bNY68fD9lsNjz99NOor6/HpZdeiiFDhoR6SKoihMDu3bvx9ddfo6KiAgAQHx+PM844A6eccgq0Wm2IR6gexcXFeOONN9DU1ITU1FTMmDGD03eJiIioU97kRF5PdRw/frzbJueypUuXdrhu3LhxSk8dCo5In065/JLluObDa2C1W91WlS29aKnfHgtQ93TK3r1744YbbsB7772HoqIirFixAmPHjsWECRNUHS60trbio48+wq5duwAAJ510EqZMmRLxjew7k5WVhT179nToqRgp5P5emZmZqn5d+ptWq0VBQQHWrFmDH3/8kcGXnwghsG/fPqxevVp5bZpMJowZMwYjRoxQ7ftIKOXk5GD27NlYtmwZKisr8eqrr2LGjBlIS0sL9dCIiIgowvHbBfkk0NMppw+djo3Xb3T7s43Xb8T0odN7/BjBnk65qXgTJv5rIjYVb/Lr/XoiISEBM2fOxGmnnQYA+Pbbb5Uz62pUUVGBl19+Gbt27YJGo8GUKVNw0UUXqfrLqjw9MFKDL/b38t0pp5wCjUaDQ4cORezfP5wUFhZi6dKlyoIRBoMB48aNw2233YYxY8ao+n0k1NLS0nDttdciLS0NdXV1eO2111BcXBzqYREREVGE49I55JPcxFwcvP2gMp3yhoIb/D6dUsYm/f6h1Wpx7rnnolevXvj444+xf/9+LFmyBFOnTkVOTk7QxxMou3btwocffgiLxYKEhARMnToVubm5oR5WwMmBUVlZGWw2W8RNwWLw5buEhAQMGjQIO3fuxA8//IALL7ww1EOKSCUlJVi9ejX27t0LwPGeOWLECIwZMwZxcXEhHl30MJvNmD17Nt544w0UFxfjX//6F6688kr07ds31EMjIiKiCMWKL/KZUWdUmvkGYjolm/QHxpAhQ3DdddchJSUFtbW1ePXVV7F169agj8Pf7HY7Vq1ahXfffRcWiwV9+vTBDTfcEBWhFwAkJSXBaDTCZrOhvLw81MPxihBCmU7Gxva+kZvcb9++Hc3NzSEeTWQpLy/Hu+++iyVLlmDv3r3QaDQoKCjAbbfdhkmTJjH0CoHY2FjMnDkTffr0wf+3d+fhUZXnG8fvk8lM9oQ1hE0WBdl3qqACBURBUaQKFoviUlRcqlTbWq1a7a+01lptqSgq4oJKVdyQRUAWBWUJq4Co7EtCCEsC2SbL+f0xnEkmmQlZZjKT5Pu5rrlIJu+c8ybkJJN7nvd5nU6n5syZo++//z7Y0wIAALVUpZvbBwPN7esvmvRXXkUb9efm5uqjjz7SDz/8IMm1XGrkyJEKD699haBZWVn68MMPtXfvXknSgAEDNHz48HrXK2r27Nnav3+/rr32WvXq1SvY06mwzMxM/etf/5JhGHrkkUdYSlYFpmnqpZdeUlpamkaMGKEBAwYEe0oh79SpU1q5cqW2bNni7l3avXt3DRkyRI0aNQry7CBJBQUF+vDDD/X999/LMAyNHj1avXv3Dva0AABACKhMTlS//ipErRPoqjJL2NlLIczPl0RNVJWVVnJJZXkiIyN14403undp3bhxo15//XVlZGT4fU6BdPjwYc2cOVN79+6V3W7X9ddfrxEjRtS70EsqXiZoVU/VFtYyxyZNmhB6VZFhGO6qrw0bNpS7CU19d/r0aS1YsED/+c9/tHnzZpmmqU6dOunuu+/W2LFjCb1CSHh4uG644Qb16tVLpmnq008/1TfffBPsaQEAgFqm9pV21BHHj0s7dkgREa6bw+H5b3y8618ElrWcsnV8a93e+3a9tuk1Hcw86Ncm/Z2bdvZaVbb2jrV+qSqTXEsq07PTZRiGx5LKW3rdItM01SS6ido0aFPmcYZhaNCgQWrRooXmzZunI0eOaObMmfrFL36h9u3b+zxfRavKAsk0TW3cuFELFy5UYWGhGjdurPHjx6tp06ZBmU8oqK0N7lnm6B89evTQ0qVLdeLECe3evVsXXHBBsKcUUnJycrR69WqtXbtWBQUFkqT27dtr6NChatmyZZBnB1/CwsJ0zTXXKCoqSt98842++OILZWdna+jQoe4XxgAAAMpD8BUkX38tjRnj++MzZkh33eV6e/lyafRoz2Cs5NtTp0oTJrjG7tolPfaY70Dt8sulQYNcY48flz75pOwY6+3zzpNat3aNLSiQ0tI8P263S7X9OWddaNIvVb9R/wUXXKDJkydr7ty5Sk1N1dtvv62hQ4fqkksu8fqHRbAb9RcUFOjzzz/X5s2bJUmdOnXSmDFjFFHP02Kr4is1NVWmadaaPwppbO8fDodDPXv21Lp167R+/XqCrxIyMzP10ksvufuftWrVSkOHDqVhei1hGIYuv/xyRUdHa9myZfr666+Vk5OjUaNG1cvqXgAAUDkEX0ESGSl17Cjl5bluTmfxv/n5ntVeOTlSVpbr5s3x48VvHz0qffCB7/PGxBQHX/v2Sbff7nvso49Kf/mL6+3du6VOncqOsUKw++6T/u//iucwYoTvoG7EiOLzZmdLTz3lPaSLiJA6dJAuucQ1tqhI+uor30FdTIwUF+f78/GlZMgVyCb9gaoqk1xLKid9MkkFRQVel1TOvnb2OY/RoEED3XbbbVqwYIE2b96sZcuW6ciRI7r22msVERFR5aqyqvJVVXbq1Cn973//U0pKigzDKDegq2+aNGkim80mp9OpkydP1polWwRf/tO/f3+tW7dOP/zwg06dOqUGDRoEe0oh4fDhw8rJyVFMTIxGjx6tjh078jOjljEMQ5deeqmioqI0f/58JScnKzc3V9ddd12t28UWAADULIKvILniCld1ljdFRVLJ9iw//7kreCoZkJV8u3Pn4rHnny9Nn+49UMvLk/qWWHEXGytddVXZMdbbiSVymfx8yWaTCgs952qNP7tqRJIroNu61ffn3qRJcfB15oz097/7HnvLLcXBV06ONGSI77G/+EVx6Gears/Pbvceqg0eLD3/fPFjb7rJ9XX3FtR16CDdemvx2Lffdn0dSo+LiJAaNpS6dSsem5oqOcJaacukfYqNcigyMjBVZf5aUmm323XNNdeoZcuWWrhwoXbu3Kljx45p3LhxavtiW/e4qlSVVZa3qrLdu3frww8/VE5OjqKionT99deXuySzvrHZbGrWrJmOHDmilJSUWhF85eTk6NSpU5IIvvyhSZMmat++vfbs2aMNGzZo+PDhwZ5SSMjOzpYktWzZUhdeeGGQZ4Pq6Nu3ryIjIzVv3jxt375dubm5GjdunBwOR7CnBgAAQhTBVwgqXbUfFSVV9G/7li2le+6p2NgLL5Tmz6/Y2G7dXOFWYaH3kKzkJgpJSdIXX/gO6koGQxER0oMPeh+Xlyf17Fk8trDQVXXmLajLy/OsksvPd1WT+XLeeZ7vv/++6zHeDBvmGXzdf7908qT3sRddJH37bfH7/ftLhw5JUvHkbDZDERER6tVLWr26eOy117rGlg7pHA7XktOSQd0LL0jHjnmOOXr2+8ZQmMwSSyp37pSyfvIe1EVEuILIkgzDUL9+/ZSUlKT3339f6enpevXVV/X3n/1dj254tFpVZefiq6rs5p43a9OmTdq+YbsaqIFatGihcePGKSEhoVrnC4VeZf6WlJSkI0eOKDU1VV27dg32dM7JqvZq0KCBoqKigjybuqF///7as2ePNm7cqCFDhtTKnVr9LetsyXRMTEyQZwJ/6Nq1qyIjIzV37lzt3r1bb731liZMmMDPEAAA4BXPhlEpNpsUHe26+RId7eolVhEJCdJzz1VsbHy8tHOn94+Zpqtiy2K3u5Zy+qp8a9zY8/H//rf3cXl5roqvki6/XMrM9B7UtSm10s/bxmqFha5QLjfX8/5t26S9e71/fh07egZfr73mGu8hPlH6dZLCc1rrP7cWL6n851OJ2rTS+3ETEqSzxTaSpFGjpFWrrICslRyO38jpPK2iolzZ7fl64T+xumdr2WR15OG1+npGH60rEao9+aTr+0WSli2T9u/3XlHncLgCw/Bw373K+r1SHEp90vsTjRo1yi9/zAe7V1kglOzzVRuwzNH/Onbs6N7a+bvvvlOvXr2CPaWgs4Kv6PJ+eaFWOf/883XzzTdrzpw5OnTokGbPnq1f/epXiqtKzwMAAFCnEXyhTjCM4pDFer90CFUeayOBipg7t+JjDx1yhV/5+WWDstKVfW+9VRyolQ7gSj+PnzhROniw9LhWyvlxn5o0dOjOfsVLKieujdCZDt6DutK94M+cKd1PLkxSgqQE2e1Obdm65ey9Zxv0F4VJYUX67FNJKZ7Heuqp4rdfftlVVefL6dOupalvX/e2Js6bJNMoW1WmwnBFLJyli+++Rlbm9X//J/3vf777yf3731KzZq6xn3/u6hGXE7Ff+fZ0OeyGXs9z/We+vuE9jT3/FsXGunqVFZ5oo4MHfQd1jRu7wtWKqOmqMmtnRGunxFBH8OV/YWFh6tu3r7788kutX7+e4EvFSx2p+KpbWrVqpVtvvVVvvfWW0tLSNGvWLE2cOLFWLPMGAAA1h+ALCDDDcIUlDkf5zfetXmYV8fDDvj5StlH///7n+zhFpTaXfP99V/hVOnhzOqU9e1K0+1hDxebHqmFYQ/UPv02rcz7S6aIU/WJsviLyDio/P0xOp6HCQkNr1+53H7dp0xYaODBOBQWGnM4w5ecbys+3/jW0efNWhYebOl/na+D2RVrdzUtfolfXKi+lj0fgtH9/+f3knn22+O1ly6R//UvSk22lQrlupiEZ0unCYxrybnGvsj8Vmnr6ad/HXb9e6nc2w/rHP6THH/e+lNThkC58sLiq7OimfnrtNd9B3a23FlcYfv+9K6jztfFDly7FlYtZWa7ltw6HFBnZTAUFdp0+naXTp0+HfPWDFdBZgR38o0+fPlq5cqWOHDmiw4cPq2XLlsGeUlARfNVdiYmJuu222/TWW2/p5MmTmjVrln71q18RpgMAADeCL6AeK1111qxZcYVUacOGtdGxY79Vs/eaKeNEhgynoe6261SoQoU3XVRm/OLFxW8nJrp28/Rl2bLit7t2O6LV0tlQypQhQ6ZMzZ8vXRjv2U9u6lTphht895Mr+aL/4MGuf7dlvK1l8a6qMhlnq8kMz15l6cs9+8mVVymXk+NatuqxdDVhvxSdLsnQ/sPFvcps5i366FtTym4iZZQtSRw6tDj4WrVKuvNO31+zjz6Sxoxxvf3cexv0+KrfSUufkY70k/RHSdJf/2rK4ZBef10aN674a/2b3/gO6u6+29XXTpJ++EF65RXfQd2AAa4ATnItmd240XuPuogIqUED186rJeXn5ys9PV0SFV/+FhMTo65du2rr1q1av359vQ++WOpYtzVs2FC33Xab3n77bR09elSzZ8/WhAkTdF7php4AAKBeIvgCUGFNmzbVlMlT9PXXX7t34vO35vnN1WB3AzW2N9Yv2v5CX576UodOH1LPCxLVKt5zbKdOrltFXHut6ybdpI0p59gBs4crHPKmdN+2Bx5w7T5aMiDrN7+t++OnnMW9yv6lvtLZMOuZaLNMqFZyee5550nXXOO791yDBsVjv8p8U2q/XOrx1tngy6WgwFBBgavq0HL8uLR9u++v01VXFb/900+eVXOl/ec/xcHX1q3FgZk306ZJf/iD6+3kZFdoZrfbZJoPKTy8SLNnx7hDsrvvdt0k13LhKVN8B3U//7k0cqRr7OnTrl1XfQV1rVtLF1zgGltY6FouXDqks9s9v161Wf/+/bV161Z99913GjFiRL0OfWhuX/fFxsZq0qRJeuedd3Tw4EG99dZbGjdunDqUbtQJAEA9VRc39qoogi8AlRIREaFh5SUcfnBLwS1y2BwyDEOmacpZ6FREeMS5H1hJVq8yd8+yCigdisSXqkKTpLftb2vSJ5PK3QHzph7ln+fKK103X/af2q/kI64dMLcUuqrKEoe9p09eukXJG7dq67e71LvdQF1xxWg1bVr8uCFDXFVf3irZnE5XIGVp21Z66KHijx02N2hdwu/ULeUZRZ/q57HbbESE1LWr76CuZJVcXp6r711+fpgkVxhz+nTxx88WgUmSTpyQPvvM99chLKw4+Dp2zBWS+XLPPdL06cXnaNfO+7iICGnSJOmll1zvZ2dLffv67vk2eLBrd1rJFYz+9re+K9/at/fc/GPZMtfGDt6OHRvrWbVYWS1btlTz5s2VkpKiTZs26ZLKrKeuQ0zTZKljPREZGamJEyfq/fff148//qj33ntPY8aMUffu3YM9NQAAgq4ubuxVUQRfAEJOyZDL6lXmT4kxiUqKTVLr+Na6vXfxDpiJMYl+Of5NPW5S56bnqCqrJl87YA6Yffac0dILzhfKhDuJia4llRXRpYurh5nl/oVvav665eo24S29MNLzl+VFF0nffef7WCUr5fr1kw4ckBYt+lKbN+9U9+591bv3xXI6pa3pG/T20d9p5BHXK1EtWkgzZ3oP1JxO6bLLio8bGSldd13ZMdbbJVf75edLUVGu+0v3usvL85xvbq6r55ovJbOU/PyzveR8uPZaz+Br5EjXY7wZNkxaurT4/aZNXf3cvIVk/fpJb7xRPHbSJCkz01B29g1KTd2vxYtt6tPHVESEoTZtpPvvLx47Z44r3PNWKZeQIPXvXzz20CHXv6XHlV42HUry8vJUdPY/uT5XvdUXdrtd48eP1yeffKJt27Zp3rx5Sk9P12WXXeaX3YDrqoyMDC1evFiHDx8O9lT8wuFwqG/fvurfv79sJXc/godDhw5p6dKlOnnyZMDP1aRJEw0fPrzW9vR0Op1atWqVtm/f7v6dgvojPj5eI0aMUOvWrQNy/EBWYu0/tV/p2a4Xy+duL27BckuvW2Saro292jSoxK5wtRTPAADUO63iW2nfb/a5q8qsHTBDpaqsIt6+rvyqsmuKrtHJkyeVm5uryMjIKp/HX78sS1bKORyuZYeGsUeJiem69NJYdevm+tj7C9/Ut0eLX4lq0kT69a8rNtcWLaR58yo2tlUrV9gjuZY9lq5Qi4oqHhsXJ61Y4b3nm9Mpj8o3ybWk09u4vDzpZz8rHmearnDRV4+60v9tWVmunnI5OWU/nyZNPN9fsMBVASc1PHuTvvnG9bE+fTyDrz/9Sdq71/vX6cILPUO/kSO9B5zh4a6vw65dxfeNHy/t2OF9c4ZGjaTZs4vHvviiaw7ewrfoaFeQZ9m40dVTzteS1ubNPb/frGWODoeD4KOesNlsuu666xQZGan169dr1apV2rFjh66++mq1qcyWz/WAaZrasGGDli5dKqfTGezp+NXixYu1du1aDRs2TF27dpVRV9ax+0FeXp6WLVum9evX19g5MzMzNXPmTPXr109Dhw5VVMlftCHMNE3t2LFDixcv1umS5emoVzIzMzVr1iwNGDBAP//5z2Wv6PbuFRTISixfL5aXfIHefMIs/bA6xzDN0h1rQk9mZqYSEhKUkZGh+NJrigAgBB3KPKT+r/QvU1W2/tfr1Sq+lV/OsTFlo9eqsuTJyVo1d5UyMjI0adKkav2hZ/y5+A8Fa6MB619LVX5ZFhUVadq0aSooKNC1N1+rwohCGYahkXNGKi0rTYkxiVp408KAvBJVW/sbpKSUDcms9+PiincalVy9zs6ccX1827YftGfPIcXHN9WFF3ZX8+au3nSWu+7yfmyn07Xc9dNPi8f26eMKvrxVqbVvL+3e7Tl20ybvn0tionT0aPH7gwa5djH1JibG9blYRo2SFi709VVyVfBZf9+OGyd98okpyanw8CIlJER5hGRr1xaHnM89J61c6X2JqsPh2r01NtY1dsUKaefO4tCtdAh38cXFwWV6umv+pceEh9edfnKhyjRNbd++XYsWLXIHoL1799bll19ea/7oDqTjx4/r008/1YEDByRJrVu31tChQ+VwOII8s+o7cuSIVq5cqTNnf3g0b95cl19+udr5WuNej3z//fdasGCBO8Tp2bOn+vfvH9BgsKioSOvWrdO2bdskuapvhw0bpt69e4d0IHns2DEtXLhQe8++OtSwYUMNGzZMDRs2DPLMUJM2p23W75f9XgPODFBLtVTjxo01ZswYtWpVvefzJV9cDuTz3zlb57hfLC+tuAXLTdU+TzBUJici+AKAAMkryAtorzIr+CpdVZY8OVk/rPxBu3bt0hVXXKGLL764yucI1C/LY8eO6cUXX5TD4dAfnX903+/PcM2X+xfer/+s+4/u/9n9emHkC347bkmhFK6dOHFC//nPfyRJ9913nxpVp3HYWaZZtprNNF2VdJaNG6WTJ733fLPbXZtCWF5+2bWZgrfwzW6X3n23eOzdd7tCMm9jJVdlnOWaa8rvEWcdX5ImTPA8T2knTkjW3zqTJ7t2PPXl4MHir8WDD0rPP+99XESEa2OIjh1d7//rX66lvd4q2SIipH/+s7jCcMkSVwDoraLO4XAtq7U2S923z7VLq7cedRERrt18rT58pln3ArmcnBwtXbpUGzdulOTq9XbllVfW2yqgoqIiffPNN1qxYoUKCgpkt9s1fPjwgIcfNc3pdOrbb7/V6tWr3dVsF1xwgYYPH65mvrawrsMyMzO1cOFCfX+2jLdhw4a6+uqr1b502XIA7du3TwsWLNAxV0myWrZsqVGjRqlFixY1NoeKyMvL06pVq/Ttt9+qqKhI4eHhuvTSS3XJJZdQORxiauL5lvW8cWLHiep5pKfOnDkjwzDc1V9V/Z4I1IvL3pT3Yrk/WrAES2VyIq5cAAiQYPYqy0zK1K5du5SamlqtcwSqX1lKSookqVmzZnq737k3A6iumu5vUBPNQyv6ZK9Ro0a64IIL9NNPP2n9+vW64oorqn1uwygOUXzpU4lvjTvvrPjYGTMqPvaNN6Q1a7Zq8eIVat36fA0ffpVHWFbyuerkya7NH7wFdU6na8mlpXfvsv3kSo4tuUw1LMz1funecVJxCGhJSSm/n9xTTxW//c035feT69GjOPiaN8+16YIvS5ZIw4e73p45s3gnVW+h2vTprt1UJenLL12Vcr6Cul/9SurVyzV2925p0SLfGz907epapiq5wsvUVO9BXVX6yUVFRWn06NHq2bOnPvvsM6Wnp+vDDz/Uli1bNGrUqHpVvXH06FF98skn7p/B7du31+jRo9Wg5FbBdYTD4dCgQYPUt29frVy5UsnJyfrpp5/0008/qWfPnvr5z3+uhISEYE8z4IqKirRhwwYtW7ZMTqdTYWFhGjhwoAYNGuT35Vrn0rZtW915551at26dVqxYocOHD+uVV15R3759NWzYsKBXYlpVol988YW7Iu7CCy/UFVdcUa9+TvhLTYRSgXq+5e154+LDi3XXL+7SmjVrdPinw1qzZo1++OEHjRkzRi1LNpKtoHO1LfHH89/SAtWCpTYg+AKAWqq8XmVZzV1lL9UNvkry5y9La15JSUka1WNU0DYD8Gd/g1AO1/r376+ffvpJmzdv1tChQyv8x04oVa5VRcOGUlzcKTVufFIdOxaod2/fY4cMcd0q4u67XbeK+Oc/XTdJKigoG6yVLHSYMkW66irf/eRKVtRdcon0+9/7DupK7ubaqJHUs6fv3nMlV7Y5na7lor76yeXmFr+9b5/0+ee+P/eLLioOvpKTpXvv9T329deLe7mtWCFdfbX3ceHh0n/+41qiK7mWq06c6Lvn2623ukJKSTLN8/T993fr2LHDSk3dr5Ur8/Xmm5vUqVM7dezYRhdfHKa+Z38knD4trV7tu6KuUSPX5g+u47r+DeViqYKCAn311Vf6+uuvVVRUpMjISF1xxRXq2bNnnary8iYmJkajRo3SxRdfrC+//FLbt2/Xli1b9N133+miiy7SpZdeGvTAJVCOHj2q+fPn69DZnUlatWqlq6++OqgVbzabTQMGDFC3bt20ZMkSbdu2TcnJydqxY4eGDx8etOWP3pY1XnnllepoleTWMXUtlPL38y1fzxsvebN4h+x/xPxD6enpeu2113TJJZdo8ODBlar+qonNsCyB3tirNiD4AoBazFdVWdLZUo9jx46poKCgWqX5gfhlaQVfpXd3CtZmAP54VS2Uw7ULLrhADRo00KlTp7Rt2zb1qWA5Vk1tex3IJ+DZZ3cxiCm5/WaQhIe7br42l2zb1nWriGHDXLeKmDTJc4OA8txxh3T99b43XejRo3jspZdKr73mO6jr3Ll4bIsWruN6q5BzOj03aDBNVz+1vLyy/eQKCqSSm/RlZEg//uj787Gq0yTp8GFp+vQwSa3P3ly++ML170MPZapvX9dSib17XZs5+PL730t/+5vr7T17pAsu8F3Ndsst0iOPuMaeOCHddJPvoG7gQOmGG1xjnU7ppZc8j1fyMS1byr0xiGm6lgt7G5uaekifffape3lZp06dNGrUKMXFxfn+BOugRo0a6frrr9eAAQO0dOlS7du3T2vWrNHGjRt12WWX6Wc/+1mdWcaWn5+vVatWac2aNSoqKpLD4dDw4cPVt29fhYXINrxxcXEaO3as+vTp417++Nlnn2njxo01uvwxLy9PK1eu1Nq1a0NmWSOhVPlq4vlWRZ43XnfBdVq0aJG2bdumr7/+Wrt27dKYMWOq9L0b6EqsmtzYK1TVjZ/uAAAP8fHxioqKUk5OjtLS0qr1BNLfvyxN03Qvs7ECukC/ElUTr6qFcrgWFhamfv36aenSpVq/fn25r6gHY9vrQAZsVlPzAwUHNPSNobW2eq2mREV57mpano4di/uTncull7puFXH11a6KK8lVfZaf7xmqlVyd9rOfle35VjJcu+ii4rEtWkh//GPxx3NzTaWmntCBA0fldEoHD36nRYviz+7YFaHevX1X1JX8Gln95awQr7T09OK3z5xxLfn0JTu7OPg6c0b6zW98j50wQZozx/V2fn55/xct1aXLYN1660KNGjVKXbp00YUXupaNelui2r+/9OSTxY9++GHX7rfegrrWraUxY4rHLl3q+j/zdtyYmOLlrJJrXDAymJYtW+rmm2/WTz/9pKVLlyotLU1LlizR2rVrNXToUHXv3j1kwqGq2LNnj+bPn6+TJ09KcgWdI0eODNk+ycFa/liVZY01VQVNKFW+mni+VdHnjWPHjlXnzp31+eef69ixY3r11Vd16aWXavDgwbKVfJXGh5qsxAp0C5ZQR/AFAHWQYRhq3ry59uzZo9TU1Gq/curPX5YZGRnKzc1VWFiYEhNdv9hr8pWoQL2qFurhWu/evbVixQqlpqbq0KFDat26tddxNbXtdU0FbFbF19JjS0Om7xoqrmQ4402DBhUP1Nq2lf7v/0reY0hqrKysSC1evFjbtu3U2rXSzp07NWrUKG3ceGGFjtuhg2uXUl9LSUv++G3YUJo923dQ97OfFY+12aQbbyx7XOvtkhsUOp1SfLznZhMlP8+GDRM0ZcoURUdHq6jItdlBRf33v96XvUquHVlLBl8TJkhnC8vK6NtX2rCh+P3zz5cOHPBe/da5s+fGFJMnS0eO+N6c4bHHise++66rss5bUBcTIw0e7Po91qFDB9nt52vbtu+1YcNqpaSc0nvvLdSqVet0xRU/V4cO59eqZaDZ2dn64osvtGXLFkmuiqpRo0apU6dOQZ7Zuflj+WNlfv4eO3ZMCxYs0L59+yS5ljWOHDlSHTp0KPdxgXyRhlCq4mpyiaB07ueNnTt3Vps2bbRgwQJt375dX331lbv6q/TKhtKoxKo5BF8AUEclJSVpz5497uqqUGEtc0xMTPR4NSyYmwH4WyiGa9HR0erWrZs2b96s9evX+wy+aqrZak0tDd1xaodO6IS+OOxazxYqfdeqqibCtfoW4MXExGjs2LHq0aOHPv/8c506dUrvvfeeOnfurJEjR55zSWB4uJRYwR8jcXGeO5qWJyGh/J1GS4qNdS37zM3N1RdfLNGGDZtUWBiuqKgGGjr0SnXs2N69xNYwpDVrfC9nLf06ye9+5+rt5i2sK7mcVXItvTxxwnsIGBvrOba8fnKlVyavWOF7SWv79p7B1z/+IW3a5H1sYqIrpLTcfHOYvvqqi6QuZcZGR+fpxx+Pu184mjTJ9XXzFr5FRkoff1zc5+2VV6TvvvO9ScSvf128ucamTa45eQvqHA7pvPOKl/cWFrrC4JIZkGma2rp1qxYvXqycs1/I/v37a9iwYYoobweSs0LpZ0rJ5Y8LFy5UWlpahZc/VuTnr7dljZdddpkGDhzoc1ljTb1IQyhVNYFcIliZ543R0dG6/vrr1aVLF33++edKS0tzV38NGjSo3Oqv+l6JVVMIvgCgjrKWEfqzwb0/lF7mWFNq4lW1UA/X+vfvr82bN2v79u0aMWKEYkv/Jaqae9Ja40tD80Kr71pV1US4VlcCvMqe54ILLtCUKVO0YsUKffPNN9q5c6f27NmjYcOGqV+/fiFf/fPDDz9o/vz5On36tGw26aKLemr48OFlwg/DkAYMqPhxSy57PJcvv6z42G3bfFezldxwQZKeecYVqHkL6kpvzDhihKuazNvYRo08x0ZG+u4nZ5qFeuWVV9StWzcNHTpUBw829AzfWmyQhv9OWvqMHOn9PMKozz7zrFgr7Y47it/+xz/KCThbbNBlT/1Oz410ff/efbcrVLOCMbu9SEVFuZLOk812mx5+eL5uumm4WrVqpRdfdM3BVz+5P/7RtQmGdb3/9s23NKFhP69B3YABrtBWci3dPXnS+zFtNu+bPFT2Z0rbtm01efJkrV+/XsuXL/e5/LGiP3+9LWvs1KmTrrjiinPuaFpTVdCEUpVTE8+3qvK8sUuXLu7qrx07dmjVqlXu6q+aft4LTwRfAFBHWb9gjx49qqKiopDpWVJyR8eaFuhX1UI9XGvRooVatmypw4cPa+PGjRo0aFC54wP5pLUmnoC/dd1buuWjW1SkopDru1YZNRGu1cUAryrnsdvtuvzyy9W9e3fNnz9fhw8f1oIFC7Rt2zZdffXV7uXZJQW7YiYrK0uLFi3Sd999J8nVxP2aa65RmzaV+/8K9udRnpLLKc/l+vsrfg5rYwPJs5/csWMZWrFitQ4dkr777jvt2LFD48cP0SOP9FdYWKTy8qT/7nlTn6cv14iH3tKERp7nGT9e6t7d98YPJYuL2rSRRz+5kmNP93lTXx0q/v7Ny3M9prifXJik6LM36ZZbJiopyVVZsn17Of3kEvbr5zelq1VB8fW+6vh7WvXvWySZUnYTKaP4+2frVtfnI0kvvig98YT3wxqG9O23riW7+0/t18w56XpjtqHU4XOlSOnFr97Tqv/cIrvDVIya6IWn2rg3zFi5Uvrf/0oGaTZFRFws0+ylgwd3KTZ2uXv5Y9euI1VU1E3XbGxb8uySpLRSP3+PTD6qRYsW6cCB4t0aK7Ks0VJTVdCEUpVTU0sEq/K8MSYmRjfccIO2b9+uzz//XEePHtUrr7yiQYMG6dJLL61Q7y/4H8EXANRRjRs3lt1uV35+vk6cOKEmJbdNC6JgBl81IdTDtf79++vw4cNKTk7WpZde6jUQreltrwP1BPz6jtfrK32lmZpZ5mOh0HetomoiXKsrAZ6/zpOUlKTbbrtNGzZs0LJly3Tw4EG9/PLLGjhwoAYNGiS73e4eG6wqPKuKZeHChcrOzpZhGBowYICGDBniMb/qnMPfQvkcJfvJxccn6PzzRyk1tY+WLl2q3bt3KyXlS+0+Pl8denRQjx49tP7s99bmwvc0bcQtSj5S/L11000Vn++0aa6bpeT378g5c5WWVfz9++vHTY2bXKDNK3bp6NFTKiy0KSmpjS666DJFRiaocePiP6hvucUVQHmrqPuz0VbXfu4aZ13vijkm3Vl8vV+2zHQ/puRq3/Bw3/3kTFOyvvXcP1OulmS6zlHgOKbNFxWfIyOj+MFbtrhCtbIiJfXU668nKSdnntLS0jRz5h59+ml3qfvb0phJkq1AknWs4p+/v23/Wz3wwFf63/9ulmEUyeEwFRkZpv/7P8MdsD37bHGw+s030uOPl65ku0mjYzrro8SygdR9kWt16qs+emVt2eq3Ll2Kd+nNzpb27/e9nLX0r2FCqYoJ9SWCXbt2dVd/7dy5UytWrND333+vMWPGqFmzZsGeXr1jmKZZ/drMAMvMzFRCQoIyMjJCdkcSAAhFr732mg4dOqSxY8equ/VybRBlZ2frH//4hyTpD3/4Q4X6j8C/CgoK9K9//UvZ2dkaN26cOpdu0nNWXkGe+0mraZoBedJ6KPOQ+r/Sv8wT8PW/Xq9W8a2qffzjx4/rj9P/qJmaWeYPieTJyX57BX1jykavr9L76xxzts5xh2ulWeHaTT0q8Zd2kM5h/Ll4DZQhQ6ZM978WfywZ8vd5MjMztXDhQn3//feSXBVVvYf0VlTjqLPhxEilZaUpMSZRC29aGJAqvNLnOH3mtLZ+u1Un9pyQ5OqZeM0116hly5Z+O0dNfB615Rx79uzRkiVLdFfqXWU+5u/v4Yp8/z6pJxUdHa0rrrhC3bt3r/QyXH9d76bp6jtWMlRr1MgV5szZOkeTPp6kArPsOcIUrtsbz9bTN9wk6+//b7+VFizw3Xvuscekrl0LtX79ek2ffljLl1+swkKbipr9pGNjLytzjgejH1RCdoK2bOmhjz66zufn8M470i9/6Xr7o4+ksWO9DGq+UbqzrwyFySwZSL2cLKV4/xn/3HPSgw+63l6zRrrkEt9fx//7P9fS00OZh9R7Rn9lHmytBntu1+kOryk/+qB6fLte8Wolh8O1gYTVJ/DoUVf1nbcwLSLCtaHEZWe/NDk5rgrHiAhJ4XmKjXQoIsKQw2EqzO5UUtMINW3qGmuarupHu9370lVUjvUixYIFC5STk6OwsDANHjzY54uPqLjK5ERUfAFAHZaUlKRDhw4pNTU1JIIvq79Xo0aNCL2CJDw8XL1799bq1au1fv16n8FXTbySGuhXhbOyshSjGMUZcerUvFNI9l2riJpYAhPqu5IG8zzx8fEaP368du7cqYULF+rEiRO6bF7xH9rBrMJ7Kuypai2fqSvVhIE+R/v27TV58mSdXHBSj2541OP6tr63whSmWxveqnfffVcxMTEet9jYWPfbUVFR5f6xW973b5jCNEZj1KtXL11++eWKtnYsqCR/Xe+G4aoACw8vuyFBeedYP7nsOS6+2HUrn00XX3yxunY9raVLl2rr1q06oiOaqbIhYVZ2lto1aqenn+6mV17xvjmD0+naldXSr5/09ttlQ7djeYmaUZikNg1a6/5LXb9H9hw/qEEjEmXLOvcmEabpCgStj5XuJ2dVybWKb6WPB+/TpQMcSpMhLZws2ZzaWFj8O7Hk1+j4cenll31/taZOLQ6+jh0ruWS45O9YQ1KEJk8uPtbJk1Ljxq63vfV8u/56V989yfU5jRxZdpz1b79+0m23FZ/tn/90fb7exrZo4QrrLDt3ur63KtNPLhQZhqFu3bqpbdu2mj9/vnbt2qXly5e7q7+8LaGH/xF8AUAdFmoN7uv6Msfaol+/flqzZo327t2r9PT0oC6DDWTAlp2drQQl6O/N/6677rgrJPuuVVYgl8AE+hw11cMmUOfp3Lmz2rdvr2XLlmns+rH6WB8HtH/cuQKQWxveqjtvvLNafzTVRBhZV85hGIb+cNUfNLTHUF0066IyH79Dd6jFyRb64eQP5zxOdHR0mUDMuv0s9meaf+18XfnRlWUe+9v43+ruMXerXbt21f58LLXxZ0pcXJyuu+469enTR3M+m6PY47GKV7z6qI82aqMylanLB1yuMUPH+Nyt0ZvWreVjmWor/aWg6i/SXHKJK6SylOwnl5cnne3VL0nq1T1Ca9daIZqhvLwIj6Cu5GuYjRtLf/6z9z5yeXlSnxI/6sLCXKGZt3Gll7NaveSkkv3kipX8XPLyyt/UYty44uCrsFB66CHfY0eNkj7/vPj9vn3L7vhqGTJEWr68+P1evaTTp8sGZBERUteu0vPPF4995JHisaVDtaQkz++BpUtdn6O3YC8mpng5q/W1CA8v3oW1tNjYWI0fP17btm3TwoULlZKSopkzZ2rw4MG65JJLqP4KMIIvAKjDmjdvLslVaWWaZtB3JSP4Cg0NGjRQx44dtWvXLq1fv14jR44M9pQCIisrS5LUILaB+3s/FPuuVURNhGt1LcALxHkiIiI0atQo9ejRQx3nddTfTv6tzJg7w+7U4UWH9c8l/1RYWJhsNptsNluF37beb2RrpH91/Zfu23ZfmXO8etGrumXELdX+Q6muVBPWZGNwK0gp/b015toxah/VXmfOnFFWVlaZ25kzZ5STkyPTNN33paWleT3HER3xeN+qYrr++uvVrrV/Qq+68DOlTZs2+sOUP+jSby/V6pWr5XQ6ddOFN+nnw3+uZk3820PJny/SlOwnV1pMjKs3W0U0a+bqSVYRrVq5ephV9LgnT3qvZMvLK64Gk1yfwzvv+B7btWvx2KIi6eabfQd1nTp5ziMhwVUd5q2fXOk2hnv3SpmZ3j+f7GzP9994Qzq7AKGMHj08g68pU+S5m2sJ7dtLu3cXvz9ggLRpk+f/rxWUtWzp+vobhqEePXrov//tpDVrTigvL1PvvFOg2Ng9at++lRISIhUf79rt1TJ3rnT4sPegLjLSVXFn2bfPFRZ6q6jz1k+uPiH4AoA6LDExUYZhKCcnx70OPpispY5WIIfg6d+/v3bt2qUtW7Zo2LBhcjgcwZ6S31nBV1WXA1VGqG9qECrnqKlwLdDnadWqlcaOHau/vfa3Mv2X8gvylVPgo0yhknwFID179vR7dUBtrPwJxjl8fW91b9/9nL0JCwsLlZ2d7RGGeQvJCjMLFZvlqmIa1nCYtoVvU2pOqloktCj3+JVRV36mhIWFadDAQerXq58yMzN5Yc0PwsKkBg0qNtbhKO6Rdi52uyt0qqiS4ZRpSgUFxSFY6ddxV6yQcnO9h2+NGnmOfegh6dQp7/3kWpW6hHv0cAVw3oK60se1KuWKilzhU8lqtdLz3bzZoe++S5JU/P26fr3r30aNPIOvl1/2rG4ryeHwrNC7/37ps8+8j5Vcc6/C3id1AsEXANRh4eHhatq0qdLS0pSamhrU4MvpdOr42fp4npgGX/v27dWoUSOdOHFCW7duVb9+gdlhLZiyz77MG1O6+UwtVRN91+pCgFdT52ke31xJsUlqFddKN3e7WbO3ztah04d07/h7lRSVpMLCQhUVFamwsLBCb3u7LzU7Ve9vfV9N7E00vsN4LTq2SIcyD9Wqqpy6dA6pet9bNptNcXFxiiu5rsyHP+b/UUaRoYiIiIBtMFIXfqZYoqOja+RFDgSHYbgCG7u9bD85Serdu+LHmjq14mM/+KDiY9eudYVv3qrfSgdfTz8tpaW5PpaRkaNNm75TauopmaZDF13UW1Jxo/bLL3f1P/MW1JVeyRsT4wrOrI+X7Cdn9eSrr9jVEQDquI8//lhbtmzR4MGDNWTIkKDN4+DBg5o1a5ZiY2P129/+NmjzQLFvv/1WixcvVmJiou66666gL4X1t3nz5mnbtm0aMWKEBgwYEOzpoA6qid1POUdonQMA/K2wsFDvvPOO9uzZo9jYWN1xxx1+ebG6dD85a+fOuqIyOVE9XuUJAPVDqDS4Z5lj6OnVq5fsdrvS0tJ04MCBYE/H72pyqSPqp4jwiID2j+McoXcOAPA3m82mG264QYmJiTpz5ozeeecd5ebmVvu4Vr+x+Pi6F3pVFsEXANRxoRJ80dg+9ERGRqr72S2i1q1bF+TZ+J8VfNWVpY4AAKBuioyM1IQJExQbG6u0tDS9//77KiwsDPa06gyCLwCo46ygKSMjw93zKBgIvkJT//79JUnff/+9Tp8+HeTZ+Fdd6/EFAADqroSEBE2YMEF2u1179uzR/PnzVQs6U9UKBF8AUMdFRkaqYcOGkoJX9VVYWOjetp2ljqElKSlJrVu3VlFRkZKTk4M9Hb8xTZOljgAAoFZp3ry5brjhBhmGoc2bN+urr74K9pTqBIIvAKgHgr3c8dixYyosLFRERIQaVHSPbNQYq+orOTm5zpTV5+XlqaioSBIVXwAAoPbo0KGDRo0aJUlavny5tm7dGuQZ1X4EXwBQDwQ7+Cq5zLGu7RxYF3Tp0kUxMTE6c+aMvv/++2BPxy+sai+Hw6Hw+rx/NwAAqHX69eungQMHSpI++eQT7du3L7gTquUIvgCgHrCWF1o7K9Y067z09wpNNptNffr0kSStX78+yLPxD/p7AQCA2mz48OHq0qWLioqKNHfuXB07dizYU6q1CL4AoB6wAqfjx48rPz+/xs9vVXzR3yt09evXT4ZhaP/+/Tp69Giwp1Nt9PcCAAC1mWEYGjNmjFq3bq3c3FzNmTNHZ86cCfa0aiWCLwCoB+Li4hQTEyPTNGs81DBNkx0da4H4+Hh16tRJUt2o+rKCLyq+AABAbWW323XjjTeqUaNGysjI0Lvvviun0xnsadU6BF8AUE9Y1VY13efr5MmTcjqdstlsatKkSY2eG5VjNbnfunWrcnNzgzyb6rGWOlLxBQAAarPo6GhNmDBBUVFROnLkiObNm+fewAcVQ/AFAPWEVW1V032+rKCtWbNmstlsNXpuVE7btm3VtGlT5efna8uWLcGeTrVQ8QUAAOqKxo0b68Ybb5TNZtOuXbu0ePHiYE+pViH4AoB6Ilg7O9LYvvYwDEP9+vWTJG3YsEGmaQZ5RlVHxRcAAKhLzjvvPF133XWSpHXr1unbb78N8oxqD4IvAKgnrKWOaWlpNVoeTX+v2qVnz55yOBxKT0/X3r17gz2dKqPiCwAA1DVdu3bV8OHDJUmLFy/Wzp07gzyj2oHgCwDqiYYNG8rhcKigoEDp6ek1dl52dKxdIiIi1KNHD0m1u8m9VfFF8AUAAOqSgQMHqm/fvpKkefPm6dChQ0GeUegj+AKAesIwjBrv83XmzBmdOXNGhmGoWbNmNXJOVJ/V5H7Xrl3KyMgI8myqxqr4YqkjAACoSwzD0KhRo9ShQwcVFBTo3Xff1cmTJ4M9rZBG8AUA9UhN9/myArbGjRvLbrfXyDlRfYmJiWrbtq1M09SGDRuCPZ1KM02TpY4AAKDOCgsL0/XXX6+kpCRlZ2drzpw5ysnJCfa0QhbBFwDUIzUdfNHfq/ayqr42btyogoKCIM+mcvLy8tx97Ai+AABAXeRwODRhwgTFx8fr+PHjmjt3bq17zlZTCL4AoB6x+mylpqbWyI59BF+114UXXqi4uDhlZ2fr+++/D/Z0KsWq9nI4HAoPDw/ybAAAAAIjLi5OEyZMUEREhPbv369PP/20Vu/KHSgEXwBQjzRt2lRhYWHKzc3VqVOnAn4+a6kjje1rH5vNps6dO0uquZ5w/mI1tqe/FwAAqOuaNWumcePGKSwsTNu2bdPy5cuDPaWQQ/AFAPWIzWZTYmKipMAvd8zNzXU32qTiq3aKj4+X5NqkoDahvxcAAKhP2rdvr6uvvlqS9NVXX2njxo1BnlFoIfgCgHqmpnZ2PHr0qCRXeELlTe0UFxcnSTp9+nSQZ1I5BF8AAKC+6d27twYNGiRJmj9/vnbv3h3kGYUOgi8AqGdK9vkKJJY51n6xsbGSal/wxVJHAABQHw0ZMkQ9evSQaZr63//+534hur4j+AKAeqamdnaksX3tZ1V8sdQRAAAg9BmGoWuuuUZt27aV0+nUnDlzlJmZGexpBR3BFwDUM1YQdfr0aXdAEAgEX7WfVfGVm5ur/Pz8IM+m4qj4AgAA9ZXNZtO4cePUpEkTnT59Wu+8847y8vKCPa2gIvgCgHrG4XCocePGkgLX56ugoEDHjh2TxFLH2iwyMlLh4eGSalfVFxVfAACgPouKitKECRMUExOjo0eP6oMPPlBhYWGwpxU0BF8AUA8FerljWlqaioqKFBUV5d4ZELWPYRi1ss+XVfFF8AUAAOqrhg0b6pe//KXCw8P1008/acGCBTJNM9jTCgqCLwCohwIdfJVc5mgYRkDOgZpRG/t8WRVfLHUEAAD1WcuWLfWLX/xCkrRx40atXr06yDMKjioFXy+++KLatWunyMhI9e3bV1999VW54//73/+qc+fOioqK0oUXXqg333yzSpMFAPiHtfwwUEsdrePS36v2q20VX6ZpstQRAADgrE6dOunKK6+U5GpHUh+FV/YBc+fO1QMPPKAXX3xRl1xyiV5++WWNHDlSO3bs0HnnnVdm/IwZM/TII4/olVdeUf/+/bVu3Tr9+te/VsOGDTV69Gi/fBIAgMqxAqkTJ04oLy9PERERfj2+VfFFf6/ar7ZVfOXl5amoqEgSFV8AAACSdNFFF6lVq1Zq2bJlsKcSFJWu+Hruued0++2364477lDnzp31/PPPq3Xr1poxY4bX8W+99ZbuvPNOjR8/Xu3bt9eNN96o22+/XX//+9+rPXkAQNXExMS4A42jR4/69dhFRUXuY1LxVfvVtoovq7+Xw+GQ3W4P8mwAAABCQ30NvaRKBl9Op1PJyckaMWKEx/0jRozQmjVrvD4mLy9PkZGRHvdFRUVp3bp1PrdGz8vLU2ZmpscNAOBfgVrueOLECeXn58tut7t3j0TtVdsqvujvBQAAgJIqFXylp6ersLBQzZo187i/WbNmPhskX3HFFXr11VeVnJws0zS1YcMGzZo1S/n5+UpPT/f6mGnTpikhIcF9a926dWWmCQCogEA1uLeCtGbNmiksjD1UarvaVvFFfy8AAACUVKW/SErv0GWaps9du/70pz9p5MiRuvjii2W323Xttddq0qRJkiSbzeb1MY888ogyMjLct4MHD1ZlmgCAcgQq+Cq5oyNqv9pW8WUtdST4AgAAgFTJ4KtJkyay2Wxl/khKS0srUwVmiYqK0qxZs5Sdna19+/bpwIEDatu2reLi4tSkSROvj4mIiFB8fLzHDQDgX9ZSx7S0NBUWFvrtuARfdYsVfGVnZ/v1+yRQWOoIAACAkioVfDkcDvXt21dLlizxuH/JkiUaOHBguY+12+1q1aqVbDab3nvvPV199dUsgQGAIEpISFBkZKSKiop07NgxvxzTNE12dKxjoqKi3L+va0PVF8EXAAAASqp08jR16lS9+uqrmjVrlnbu3KkHH3xQBw4c0F133SXJtUzx5ptvdo//4Ycf9Pbbb+vHH3/UunXrdOONN+q7777TX//6V/99FgCASjMMw12V5a8G96dPn1Z2drYMw1BiYqJfjongMgyjVvX5YqkjAAAASgqv7APGjx+v48eP66mnnlJKSoq6deumBQsWqE2bNpJcfzwdOHDAPb6wsFD//Oc/tWvXLtntdv385z/XmjVr1LZtW799EgCAqklKStK+ffv81ufLCtCaNm2q8PBK/4pBiIqLi1NmZmatqvgi+AIAAIBUheBLkqZMmaIpU6Z4/djs2bM93u/cubM2bdpUldMAAALMWo7or+CLZY51k9XnqzZVfLHUEQAAAFIVd3UEANQNJXd2NE2z2sejsX3dVJuWOlLxBQAAgJIIvgCgHmvSpInCw8PldDp14sSJah/PWupI8FW3WMFXqC91NE2THl8AAADwQPAFAPVYWFiYuwl9dZc75uTkKCMjQxLBV11jLXUM9eArLy9PhYWFkljqCAAAABeCLwCo5/y1s6MVnDVo0ECRkZHVnhdCR23p8WVVe9ntdtnt9iDPBgAAAKGA4AsA6jl/Nbi3gjMa29c9taXHF/29AAAAUBrBFwDUc/5qcE9j+7rLqvjKyspSUVFRkGfjG8EXAAAASiP4AoB6rlmzZjIMQ1lZWdXq4UTwVXdFR0fLMAxJxeFSKLKWOtLfCwAAABaCLwCo5+x2u5o0aSKp6n2+8vPzlZ6eLomljnVRWFhYrVjuSMUXAAAASiP4AgB4LHesiqNHj8o0TcXExLgDEtQttSn4ouILAAAAFoIvAEC1g6+SyxytJXGoW6w+X9VZDhto1lJHKr4AAABgIfgCALiXJ1Z1qaP1OPp71V21oeKL4AsAAAClEXwBANyB1alTp5Sbm1vpx1sVX/T3qrus4CuUK75Y6ggAAIDSCL4AAIqKilJCQoKkyi93LCoqUlpamiQqvuoya6ljKFd80dweAAAApRF8AQAkVX25Y3p6ugoKCuRwONSoUaNATA0hINR7fJmmyVJHAAAAlEHwBQCQVPUG9yX7e9HYvu4K9R5fTqdThYWFkljqCAAAgGIEXwAASVUPvkru6Ii6y6r4ysrKkmmaQZ5NWdYyR7vdLrvdHuTZAAAAIFQQfAEAJBUvdTx27Jjy8/Mr/DiCr/rBWj5YVFTkXlIYSujvBQAAAG8IvgAAklwVPdHR0TJN092s/lxM02RHx3rCZrO5Q6VQXO5Ify8AAAB4Q/AFAJAkGYZR6eWOp06dUm5ursLCwtS0adNATg8hIJT7fFkVX/T3AgAAQEkEXwAANyv4qujOjlZAlpiYKJvNFrB5ITSE8s6OLHUEAACANwRfAAA3a7liRSu+Su7oiLovlCu+rKWOVHwBAACgJIIvAICbFWAdPXpURUVF5xxPf6/6xar4CsXgi4ovAAAAeEPwBQBwa9y4sex2uwoKCnT8+PFzjmdHx/rFqvgKxaWOVHwBAADAG4IvAIBbZRrcZ2VluSt/CL7qB3p8AQAAoLYh+AIAeKhog3srGGvcuLEcDkfA54Xgqw09vgi+AAAAUBLBFwDAQ0UrvmhsX/+UrPgyTTPIsylmmqa74ouljgAAACiJ4AsA4KHkzo7lhRv096p/rIqvwsJC5eTkBHk2xZxOpwoLCyVR8QUAAABPBF8AAA9NmzZVWFiYcnJylJmZ6XMcwVf9Ex4erqioKEmh1efLqvay2+2y2+1Bng0AAABCCcEXAMBDeHi4mjZtKsl3ny+n0+ne9dGqEEP9EIp9vmhsDwAAAF8IvgAAZZyrz5d1f1xcHGFDPROKOztaje3p7wUAAIDSCL4AAGVUNPhimWP9YwVfVHwBAACgNiD4AgCUYS1f9LXUkR0d6y+WOgIAAKA2IfgCAJRhBVqZmZnuZWQlWRVf9Peqf6zgi6WOAAAAqA0IvgAAZURERKhhw4aSyi53LCwsVFpamiQqvuqjUO7xRcUXAAAASiP4AgB45Wu547Fjx1RUVKTIyEg1aNAgCDNDMIVyjy8qvgAAAFAawRcAwCtfDe5L9vcyDKPG54XgKtnjyzTNIM/GhR5fAAAA8IXgCwDgla/gix0d6zer4qugoEB5eXlBno0LSx0BAADgC8EXAMAra6ljenq6nE6n+36Cr/rNbrcrIiJCUmj0+TJNk6WOAAAA8IngCwDgVWxsrHtZ29GjRyW5QgZ2dEQo9flyOp0qLCyURMUXAAAAyiL4AgD4VHq544kTJ+R0OhUeHq4mTZoEc2oIopJ9voLNqvay2+2y2+1Bng0AAABCDcEXAMAnK/iyGtpbAVhiYqLCwvgVUl9ZFV+hsNSR/l4AAAAoD3+1AAB8spYzWoFXyR0dUX+FYsUX/b0AAADgDcEXAMAnK+BKS0tTYWEh/b0gKbQqvqzgi4ovAAAAeEPwBQDwqWHDhoqIiFBhYaHS09PZ0RGSQqvii6WOAAAAKA/BFwDAJ8Mw3CHXjz/+qKysLBmGoWbNmgV5ZgimUKz4YqkjAAAAvCH4AgCUywq+Nm3aJElq0qQJu+fVc6FY8UXwBQAAAG8IvgAA5bKCrxMnTni8j/rLqvhyOp1yOp1BnQs9vgAAAFAegi8AQLlKN7In+ILD4XBX/QW76oseXwAAACgPwRcAoFxNmjSRzWZzv8+OjjAMI2T6fNHjCwAAAOUh+AIAlMtmsykxMdH9PhVfkEKjz5dpmix1BAAAQLkIvgAA52SFXQkJCYqKigrybBAKQqHiy+l0qrCwUBIVXwAAAPCO4AsAcE7nnXeeJKl169ZBnglCRShUfFnVXna7XQ6HI2jzAAAAQOgKD/YEAAChr2fPnrLZbGrXrl2wp4IQEQoVX1Zje6q9AAAA4AvBFwDgnAzDUPfu3YM9DYSQUKr4or8XAAAAfGGpIwAAqLRQqPgi+AIAAMC5EHwBAIBKs4KvYFZ8sdQRAAAA50LwBQAAKs1a6pibm6v8/PygzIGKLwAAAJwLwRcAAKi0yMhI2Ww2ScFb7kjFFwAAAM6F4AsAAFSaYRhB7/NFxRcAAADOheALAABUSbB3drQqvgi+AAAA4AvBFwAAqJJQqfhiqSMAAAB8IfgCAABVEsyKL9M0WeoIAACAc6pS8PXiiy+qXbt2ioyMVN++ffXVV1+VO37OnDnq2bOnoqOj1bx5c9166606fvx4lSYMAABCQzArvpxOpwoLCyVR8QUAAADfKh18zZ07Vw888IAeffRRbdq0SZdddplGjhypAwcOeB3/9ddf6+abb9btt9+u7du36/3339f69et1xx13VHvyAAAgeIJZ8WX197Lb7XI4HDV+fgAAANQOlQ6+nnvuOd1+++2644471LlzZz3//PNq3bq1ZsyY4XX8t99+q7Zt2+r+++9Xu3btdOmll+rOO+/Uhg0bqj15AAAQPMGs+KK/FwAAACqiUsGX0+lUcnKyRowY4XH/iBEjtGbNGq+PGThwoA4dOqQFCxbINE0dPXpUH3zwga666iqf58nLy1NmZqbHDQAAhBYr+ApGxRf9vQAAAFARlQq+0tPTVVhYqGbNmnnc36xZM6Wmpnp9zMCBAzVnzhyNHz9eDodDSUlJatCggf7zn//4PM+0adOUkJDgvrVu3boy0wQAADXAWuqYnZ3t7rdVU6yljgRfAAAAKE+VmtsbhuHxvmmaZe6z7NixQ/fff78ef/xxJScna9GiRdq7d6/uuusun8d/5JFHlJGR4b4dPHiwKtMEAAABFB0drbAw11OJml7uyFJHAAAAVER4ZQY3adJENputTHVXWlpamSowy7Rp03TJJZfo4YcfliT16NFDMTExuuyyy/SXv/xFzZs3L/OYiIgIRUREVGZqAACghhmGodjYWGVmZurMmTNKSEiosXMTfAEAAKAiKlXx5XA41LdvXy1ZssTj/iVLlmjgwIFeH5Odne1+Ndhis9kkuSrFAABA7RWsPl8sdQQAAEBFVHqp49SpU/Xqq69q1qxZ2rlzpx588EEdOHDAvXTxkUce0c033+weP3r0aM2bN08zZszQnj17tHr1at1///362c9+phYtWvjvMwEAADXO6vNF8AUAAIBQVKmljpI0fvx4HT9+XE899ZRSUlLUrVs3LViwQG3atJEkpaSk6MCBA+7xkyZN0unTpzV9+nT99re/VYMGDTR06FD9/e9/999nAQAAgsIKvujxBQAAgFBU6eBLkqZMmaIpU6Z4/djs2bPL3Hfffffpvvvuq8qpAABACAvWUkcr+KLiCwAAAOWp0q6OAAAAUnHwVZMVX6ZpstQRAAAAFULwBQAAqiwYPb6cTqcKCgoksdQRAAAA5SP4AgAAVRaMii+r2is8PFwOh6PGzgsAAIDah+ALAABUmVXxlZWVpaKioho5J/29AAAAUFEEXwAAoMpiYmJkGIZM03QHUoFG8AUAAICKIvgCAABVFhYW5g6gaqrPl7XUkf5eAAAAOBeCLwAAUC013eeLii8AAABUFMEXAAColpre2dEKvqj4AgAAwLkQfAEAgGqxgq+aqviyljpS8QUAAIBzIfgCAADVYi11rOkeXwRfAAAAOBeCLwAAUC3B6vHFUkcAAACcC8EXAAColmD1+KLiCwAAAOdC8AUAAKqlJiu+TNN0L3Wk4gsAAADnQvAFAACqpWTwZZpmQM+Vn5+vgoICSVR8AQAA4NwIvgAAQLVYAVRRUZG7GitQrGWO4eHhcjgcAT0XAAAAaj+CLwAAUC02m8297DDQfb7o7wUAAIDKIPgCAADVVlN9vqyKMoIvAAAAVATBFwAAqDYr+Kqpii8a2wMAAKAiCL4AAEC1xcbGSmKpIwAAAEILwRcAAKg2K/iqqaWOVHwBAACgIgi+AABAtdVUjy8qvgAAAFAZBF8AAKDaamqpIxVfAAAAqAyCLwAAUG013dyeii8AAABUBMEXAACotpJLHU3TDNh5rIovgi8AAABUBMEXAACoNmupY2FhoXJzcwNyDtM03RVfLHUEAABARRB8AQCAagsPD1dkZKSkwC13zM/PV0FBgSQqvgAAAFAxBF8AAMAvAr2zo1XtFR4eLrvdHpBzAAAAoG4h+AIAAH4R6Ab3JRvbG4YRkHMAAACgbiH4AgAAfmH1+QpU8GU1tqe/FwAAACqK4AsAAPiFFXwFeqkj/b0AAABQUQRfAADAL2qqxxfBFwAAACqK4AsAAPhFoHt8sdQRAAAAlUXwBQAA/KKmenxR8QUAAICKIvgCAAB+UXKpo2mafj++tdSRii8AAABUFMEXAADwC6viKz8/X06n0+/Hp8cXAAAAKovgCwAA+IXD4VBERISkwCx3pMcXAAAAKovgCwAA+E2g+nyZpknFFwAAACqN4AsAAPhNyT5f/pSfn6+CggJJBF8AAACoOIIvAADgN4Gq+LKqvcLDw2W32/16bAAAANRdBF8AAMBvAlXxZfX3iomJkWEYfj02AAAA6i6CLwAA4DeBrviisT0AAAAqg+ALAAD4TaAqvmhsDwAAgKog+AIAAH4TqIqvkksdAQAAgIoi+AIAAH4T6IovljoCAACgMgi+AACA31jBV15enpxOp9+Oa1V8EXwBAACgMgi+AACA3zgcDtntdkn+rfqixxcAAACqguALAAD4jWEYAenzRY8vAAAAVAXBFwAA8KtA9PmixxcAAACqguALAAD4lRV8+bPii6WOAAAAqAqCLwAA4Ff+XurodDpVUFAgieALAAAAlUPwBQAA/MoKvvy11NGq9goPD3c3zgcAAAAqguALAAD4lb97fFmN7aOjo2UYhl+OCQAAgPqB4AsAAPiVv3t80d8LAAAAVUXwBQAA/MrfPb4IvgAAAFBVBF8AAMCvrIqv3Nxcd1P66ii51BEAAACoDIIvAADgV5GRkbLZbJL80+eLii8AAABUFcEXAADwK8Mw/Nrni4ovAAAAVBXBFwAA8Dt/9vmi4gsAAABVRfAFAAD8zqr48sdSRyq+AAAAUFUEXwAAwO+o+AIAAEAoIPgCAAB+ZwVfNLcHAABAMBF8AQAAv/PXUken06mCggJJLHUEAABA5VUp+HrxxRfVrl07RUZGqm/fvvrqq698jp00aZIMwyhz69q1a5UnDQAAQpu/dnW0+nuFh4fL4XBUe14AAACoXyodfM2dO1cPPPCAHn30UW3atEmXXXaZRo4cqQMHDngd/8ILLyglJcV9O3jwoBo1aqQbbrih2pMHAAChyV89vqxljtHR0TIMo9rzAgAAQP1S6eDrueee0+2336477rhDnTt31vPPP6/WrVtrxowZXscnJCQoKSnJfduwYYNOnjypW2+9tdqTBwAAocmq+MrOzlZhYWGVj0N/LwAAAFRHpYIvp9Op5ORkjRgxwuP+ESNGaM2aNRU6xmuvvabhw4erTZs2Psfk5eUpMzPT4wYAAGqP6OhohYW5nmZY4VVVWEsdCb4AAABQFZUKvtLT01VYWKhmzZp53N+sWTOlpqae8/EpKSlauHCh7rjjjnLHTZs2TQkJCe5b69atKzNNAAAQZIZh+GW5Y8mljgAAAEBlVam5fekeG6ZpVqjvxuzZs9WgQQONGTOm3HGPPPKIMjIy3LeDBw9WZZoAACCICL4AAAAQbOGVGdykSRPZbLYy1V1paWllqsBKM01Ts2bN0sSJE8+5K1NERIQiIiIqMzUAABBirD5fZ86cqfIxWOoIAACA6qhUxZfD4VDfvn21ZMkSj/uXLFmigQMHlvvYlStX6qefftLtt99e+VkCAIBaxx8VXwRfAAAAqI5KVXxJ0tSpUzVx4kT169dPAwYM0MyZM3XgwAHdddddklzLFA8fPqw333zT43GvvfaaLrroInXr1s0/MwcAACHNqvhiqSMAAACCpdLB1/jx43X8+HE99dRTSklJUbdu3bRgwQL3Lo0pKSk6cOCAx2MyMjL04Ycf6oUXXvDPrAEAQMizKr6qs9TRCr6o+AIAAEBVVDr4kqQpU6ZoypQpXj82e/bsMvclJCS4lyoAAID6gR5fAAAACLYq7eoIAABwLtXt8eV0OpWfny+JpY4AAACoGoIvAAAQEFbFV1ZWloqKiir9eKvay2aznXNHaAAAAMAbgi8AABAQMTExMgxDpmm6e3VVRsn+XoZh+Ht6AAAAqAcIvgAAQECEhYW5e3NVpc8Xje0BAABQXQRfAAAgYKrT58ta6kh/LwAAAFQVwRcAAAiY6uzsSMUXAAAAqovgCwAABEx1Kr6s4IuKLwAAAFQVwRcAAAgYq+KrOksdqfgCAABAVRF8AQCAgLEqvqqy1JEeXwAAAKgugi8AABAw9PgCAABAMBF8AQCAgKnOUkeCLwAAAFQXwRcAAAiYkksdTdOs1GNZ6ggAAIDqIvgCAAABYwVfRUVF7iCrIpxOp/Lz8yVR8QUAAICqI/gCAAABY7PZ3BVblenzZYVkNptNDocjIHMDAABA3UfwBQAAAqoqfb5K9vcyDCMg8wIAAEDdR/AFAAACylruWJngy6r4YpkjAAAAqoPgCwAABJRV8VWZpY5WxReN7QEAAFAdBF8AACCgqlLxVXKpIwAAAFBVBF8AACCgqlLxZS11pOILAAAA1UHwBQAAAooeXwAAAAgWgi8AABBQ9PgCAABAsBB8AQCAgCpZ8WWaZoUeQ48vAAAA+APBFwAACCir4quwsFC5ubkVegxLHQEAAOAPBF8AACCgwsPDFRkZKaniyx1Z6ggAAAB/IPgCAAABZ1V9VaTBfX5+vvLz8yVR8QUAAIDqIfgCAAABV5mdHa1qL5vNJofDEdB5AQAAoG4j+AIAAAFXmZ0dSza2NwwjoPMCAABA3UbwBQAAAq4yFV9WY3v6ewEAAKC6CL4AAEDAVbXiCwAAAKgOgi8AABBwVenxRfAFAACA6iL4AgAAAVeZii+WOgIAAMBfCL4AAEDAWcHX6dOnZZpmuWMJvgAAAOAvBF8AACDgrKWO+fn5cjqd5Y5lqSMAAAD8heALAAAEnMPhkMPhkHTuPl8EXwAAAPAXgi8AAFAjKtrni6WOAAAA8BeCLwAAUCMqurMjFV8AAADwF4IvAABQIypS8ZWfn6/8/HxJBF8AAACoPoIvAABQIypS8WVVe9lsNndPMAAAAKCqCL4AAECNqEjFl9XfKyYmRoZh1Mi8AAAAUHcRfAEAgBpRmYovGtsDAADAHwi+AABAjahIxReN7QEAAOBPBF8AAKBGWMFXeRVf1lJHKr4AAADgDwRfAACgRlhLHfPy8tw7N5ZGxRcAAAD8ieALAADUiIiICIWHh0vyXfVFxRcAAAD8ieALAADUCMMwztnni4ovAAAA+BPBFwAAqDHn6vNlVXwRfAEAAMAfCL4AAECNsfp8+Qq+rIovljoCAADAHwi+AABAjbGCL5Y6AgAAoCYQfAEAgBpTXo+v/Px8926PBF8AAADwB4IvAABQY8rr8WVVe9lsNjkcjhqdFwAAAOomgi8AAFBjyuvxZTW2j46OlmEYNTovAAAA1E3hwZ6APxUWFrqXSACQ7Ha7bDZbsKcBAG7lLXWkvxcAAAD8rU4EX6ZpKjU1VadOnQr2VICQ06BBAyUlJVE9ASAkWBVfOTk5KigoUHh48VMRgi8AAAD4W50IvqzQKzExkeURwFmmaSo7O1tpaWmSpObNmwd5RgAgRUVFyWazqbCwUGfOnFGDBg3cHyu51BEAAADwh1offBUWFrpDr8aNGwd7OkBIiYqKkiSlpaUpMTGRZY8Ags4wDMXGxiojI0OnT5/2CL6sii+CLwAAAPhLrW9ub/X04kky4J11bdD/DkCo8NXny6r4YqkjAAAA/KXWB18WljcC3nFtAAg1vnZ2pMcXAAAA/K3OBF8AAKB2sIIvXxVfVHEDAADAXwi+UGH79u2TYRjavHmz3489adIkjRkzxu/HrYrVq1ere/fustvtGjNmjFasWCHDMCq9a+iTTz6pXr16ud8Ppc8RAILJWupIxRcAAAACjeArSFatWqXRo0erRYsWMgxDH3/8caUeP2TIED3wwAMBmVtdVJnQburUqerVq5f27t2r2bNna+DAgUpJSVFCQoIkafbs2R7NmCvqhRde0OzZsyv9OACoa3z1+CL4AgAAgL8RfAVJVlaWevbsqenTpwd7KmU4nc5aeWx/2b17t4YOHapWrVqpQYMGcjgcSkpKqnavrISEhCoFZgBQ13jr8ZWfn8+GNQAAAPA7gq8gGTlypP7yl79o7NixPse8+OKL6tChgyIjI9WsWTNdf/31klxL5lauXKkXXnhBhmHIMAzt27fP53G2bdumoUOHKioqSo0bN9bkyZM9XmW3luBNmzZNLVq0UMeOHSVJ69atU+/evRUZGal+/fpp06ZNZY69Y8cOjRo1SrGxsWrWrJkmTpyo9PR098eHDBmie++9V1OnTlWTJk10+eWXl/t1+fOf/6zExETFx8frzjvv9AjKTNPUM888o/bt2ysqKko9e/bUBx984P74yZMnddNNN6lp06aKiopShw4d9Prrr0uS2rVrJ0nq3bu3DMPQkCFDypzbqgo7fvy4brvtNhmGodmzZ3ssdVyxYoVuvfVWZWRkuL/2Tz75ZLmfU+mvc8mvzf3336/f/e53atSokZKSksocKyMjQ5MnT3Z/TYYOHaotW7ZU6HwAEKq8VXxZ/b1sNpsiIiKCMi8AAADUPVUKvl588UW1a9dOkZGR6tu3r7766qtyx+fl5enRRx9VmzZtFBERofPPP1+zZs2q0oQrKivL9y03t+Jjc3IqNtbfNmzYoPvvv19PPfWUdu3apUWLFmnQoEGSXEvmBgwYoF//+tdKSUlRSkqKWrdu7fU42dnZuvLKK9WwYUOtX79e77//vpYuXap7773XY9yyZcu0c+dOLVmyRPPnz1dWVpauvvpqXXjhhUpOTtaTTz6phx56yOMxKSkpGjx4sHr16qUNGzZo0aJFOnr0qMaNG+cx7o033lB4eLhWr16tl19+2efnbM1h+fLlevfdd/XRRx/pz3/+s/vjjz32mF5//XXNmDFD27dv14MPPqhf/epXWrlypSTpT3/6k3bs2KGFCxdq586dmjFjhpo0aSLJFeJJ0tKlS5WSkqJ58+aVOX/r1q2VkpKi+Ph4Pf/880pJSdH48eM9xgwcOFDPP/+84uPj3V/70l+XynjjjTcUExOjtWvX6plnntFTTz2lJUuWSHIFfVdddZVSU1O1YMECJScnq0+fPho2bJhOnDhR5XMCQLBZwVdWVpYKCwvdb0uuai92owUAAIC/hFf2AXPnztUDDzygF198UZdccolefvlljRw5Ujt27NB5553n9THjxo3T0aNH9dprr+mCCy5QWlqaCgoKqj358pxdReHVqFHS558Xv5+YKJ19obmMwYOlFSuK32/bVipR0ORmmlWZpW8HDhxQTEyMrr76asXFxalNmzbq3bu3JNeSOYfDoejoaCUlJZV7nDlz5ignJ0dvvvmmu2fK9OnTNXr0aP39739Xs2bNJLn6qbz66qtyOBySpJkzZ6qwsFCzZs1SdHS0unbtqkOHDunuu+92H3vGjBnq06eP/vrXv7rvmzVrllq3bq0ffvjBXTl2wQUX6Jlnnjnn5+xwODzO99RTT+nhhx/W008/rZycHD333HP68ssvNWDAAElS+/bt9fXXX+vll1/W4MGDdeDAAfXu3Vv9+vWTJLVt29Z97KZNm0qSGjdu7PNrZrPZ3EsaExISvI5zOBxKSEiQYRjn/NpXRI8ePfTEE09Ikjp06KDp06dr2bJluvzyy7V8+XJt27ZNaWlp7uqHZ599Vh9//LE++OADTZ48udrnB4BgiI6OVlhYmIqKipSVlaX4+Hj6ewEAACAgKh18Pffcc7r99tt1xx13SJKef/55LV68WDNmzNC0adPKjF+0aJFWrlypPXv2qFGjRpI8Awl4d/nll6tNmzZq3769rrzySl155ZW67rrryu170rVrV+3fv1+SdNlll7krn3r27Onxh8Qll1yioqIi7dq1yx18de/e3R16SXI/ruT5rMDJkpycrOXLl7t7tZS0e/dud/BlBVHn4u18Z86c0cGDB5WWlqbc3NwySyWdTqc7ELz77rv1i1/8Qhs3btSIESM0ZswYDRw4sELnDpYePXp4vN+8eXOlpaVJcn19z5w5o8aNG3uMycnJ0e7du2tsjgDgb4ZhKCYmRqdPn9bp06cVHx/vXupIfy8AAAD4U6WCL6fTqeTkZP3hD3/wuH/EiBFas2aN18d8+umn6tevn5555hm99dZbiomJ0TXXXKOnn35aUVFRXh+Tl5envLw89/uZmZmVmaYkqdRGUR5sNs/3z+YMXoWVWgxaTistv4qLi9PGjRu1YsUKffHFF3r88cf15JNPav369T4bpC9YsMDdGNj62pqm6XPJSMn7S7/CblaghK2oqMhdOVZa8+bNfR67sgzDUFFRkSTp888/V8uWLT0+blVDjRw5Uvv379fnn3+upUuXatiwYbrnnnv07LPPVuv8gWS32z3eL/m5FhUVqXnz5lpRsuTwLJrkA6jt4uLidPr0aXefLyq+AAAAEAiVCr7S09NVWFjorhKyNGvWTKmpqV4fs2fPHn399deKjIzURx99pPT0dE2ZMkUnTpzw2edr2rRpHr2dqqIyz5sDNba6wsPDNXz4cA0fPlxPPPGEGjRooC+//FJjx46Vw+Fw90WxtGnTpswxunTpojfeeENZWVnuPyZWr16tsLAwd0WWN126dNFbb72lnJwcd4j27bffeozp06ePPvzwQ7Vt21bh4ZUuHixjy5YtZc4XGxurVq1aqWHDhoqIiNCBAwc0ePBgn8do2rSpJk2apEmTJumyyy7Tww8/rGeffdZdzVb6a1YV3r72gdCnTx+lpqYqPDycKkkAdY7V58va2bFkjy8AAADAX6rU3L50BVF5VUVFRUUyDENz5szRz372M40aNUrPPfecZs+erZzSnePPeuSRR5SRkeG+HTx4sCrTDGlnzpzR5s2btXnzZknS3r17tXnzZh04cECSNH/+fP373//W5s2btX//fr355psqKirShRdeKMm1XHTt2rXat2+f0tPT3VVCpd10002KjIzULbfcou+++07Lly/Xfffdp4kTJ5YJMEuaMGGCwsLCdPvtt2vHjh1asGBBmcqpe+65RydOnNAvf/lLrVu3Tnv27NEXX3yh2267rUrBkNPpdJ9v4cKFeuKJJ3TvvfcqLCxMcXFxeuihh/Tggw/qjTfe0O7du7Vp0yb997//1RtvvCFJevzxx/XJJ5/op59+0vbt2zV//nx17txZkpSYmKioqCh3A/6MjIxKz8/Stm1bnTlzRsuWLVN6erp7eY6/DR8+XAMGDNCYMWO0ePFi7du3T2vWrNFjjz2mDRs2BOScAFBTrGXyVvBl/Syl4gsAAAD+VKngq0mTJrLZbGWqu9LS0nyGKM2bN1fLli2VkJDgvq9z584yTVOHDh3y+piIiAjFx8d73OqaDRs2qHfv3u7+VFOnTlXv3r31+OOPS3ItZZs3b56GDh2qzp0766WXXtK7776rrl27SpIeeugh2Ww2denSRU2bNnUHZqVFR0dr8eLFOnHihPr376/rr79ew4YN0/Tp08udX2xsrD777DPt2LFDvXv31qOPPlpmSWOLFi20evVqFRYW6oorrlC3bt30m9/8RgkJCQorvUa0AoYNG6YOHTpo0KBBGjdunEaPHq0nn3zS/fGnn35ajz/+uKZNm6bOnTvriiuu0GeffaZ27dpJclViPfLII+rRo4cGDRokm82m995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yearmoarcticnsrnwp
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" + ], + "text/plain": [ + " year mo arctic nsr nwp\n", + "0 1981 9 0.315789 0.512421 0.406556\n", + "1 1982 9 0.315078 0.488527 0.413474\n", + "2 1983 9 0.334282 0.497676 0.559853\n", + "3 1984 9 0.292319 0.412902 0.419400\n", + "4 1985 9 0.300853 0.403827 0.428258" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "perc_cover = pd.read_csv('perc_coverage_data.csv')\n", + "\n", + "perc_cover.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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year
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198290.3150780.4885270.4134741.0000001.000000
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" + ], + "text/plain": [ + " mo arctic nsr nwp nsr_spot nwp_spot\n", + "year \n", + "1981 9 0.315789 0.512421 0.406556 1.000000 1.000000\n", + "1982 9 0.315078 0.488527 0.413474 1.000000 1.000000\n", + "1983 9 0.334282 0.497676 0.559853 1.000000 0.999947\n", + "1984 9 0.292319 0.412902 0.419400 0.746492 1.000000\n", + "1985 9 0.300853 0.403827 0.428258 0.595685 0.999988" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "perc_cover['nsr_spot'] = nsr_perc_cover\n", + "perc_cover['nwp_spot'] = nwp_perc_cover\n", + "perc_cover = perc_cover.set_index('year')\n", + "perc_cover.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "perc_cover.to_csv('perc_coverage_data.csv')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Capstone", + "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": "3.11.9" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}