{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# PacWave Resource Assessment\n", "\n", "This example notebook provides an example using MHKiT to perform a resource assessment similar to Dunkel et. al at the PACWAVE site following the IEC 62600-101 where applicable. PacWave is an open ocean, grid-connected, full-scale test facility consisting of two sites (PacWave-North & PacWave-South) for wave energy conversion technology testing located just a few miles from the deep-water port of Newport, Oregon. This example notebook performs a resource analysis using omni-directional wave data from a nearby NDBC buoy and replicates plots created by Dunkel et. al and prescribed by IEC TS 62600-101 using these data.\n", "\n", "Note: this example notebook requires the Python package folium which is not a requirement of MHKiT and may need to be pip installed seperately.\n", "\n", "Dunkle, Gabrielle, et al. \"PacWave Wave Resource Assessment.\" (2020)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import mhkit\n", "from mhkit.wave import resource, performance, graphics, contours\n", "from sklearn.mixture import GaussianMixture\n", "from mhkit.wave.io import ndbc\n", "import matplotlib.pyplot as plt\n", "from matplotlib import colors \n", "from scipy import stats\n", "import pandas as pd\n", "import numpy as np\n", "import folium\n", "import os\n", "\n", "import matplotlib.pylab as pylab\n", "params = {'legend.fontsize': 'x-large',\n", " 'figure.figsize': (15, 5),\n", " 'axes.labelsize': 'x-large',\n", " 'axes.titlesize':'x-large',\n", " 'xtick.labelsize':'x-large',\n", " 'ytick.labelsize':'x-large'}\n", "pylab.rcParams.update(params)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Buoy Location\n", "\n", "The closest NDBC buoy to PacWave is located further from shore than the PacWave sites, as can be seen in the map below. The buoy used in this analysis is NDBC buoy 46050 (blue marker). The analysis here will focus on PacWave-South (red marker) which is approximately 40 km closer to shore than the NDBC buoy. PacWave-North is shown by the green marker. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "m = folium.Map(location=[44.613600975457715, -123.74317583354498], zoom_start=9, tiles=\"Stamen Terrain\", control_scale = True)\n", "\n", "tooltip = \"NDBC 46050\"\n", "folium.Marker([44.669, -124.546], popup=\" Water depth: 160 m\", tooltip=tooltip).add_to(m)\n", "\n", "tooltip = \"PACWAVE North\"\n", "folium.Marker([44.69, -124.13472222222222], tooltip=tooltip, icon=folium.Icon(color='green',icon=\"th-large\")).add_to(m)\n", "tooltip = \"PACWAVE South\"\n", "folium.Marker([44.58444444444444, -124.2125], tooltip=tooltip, icon=folium.Icon(color='red', icon=\"th\")).add_to(m)\n", "\n", "m.save(\"index.png\")\n", "\n", "m" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import Data from NDBC\n", "\n", "NDBC buoy data can be imported using MHKiT's NDBC submodule. At the top of this script, we have already imported this module using the call `from mhkit.wave.io import ndbc`. Here, we will use the `available_data` function to ask the NDBC servers what data is available for buoy 46050. We will also need to specify what parameter we are interested in. In this case, we are requesting wave spectral wave density data for which NDBC uses the keyword 'sweden'. We then pass the data of interest using the filenames of the returned data into the `request_data` function to retrieve the requested data from the NDBC servers." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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#YYMMDDhhmm.0200.0325.0375.0425.0475....3300.3400.3500.3650.3850.4050.4250.4450.4650.4850
02020110400.00.00.002.282.99...0.190.220.150.120.120.060.040.030.020.02
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42020114400.00.00.245.727.90...0.120.180.070.100.120.040.030.030.020.02
..................................................................
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8621 rows × 52 columns

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" ], "text/plain": [ " #YY MM DD hh mm .0200 .0325 .0375 .0425 .0475 ... .3300 \\\n", "0 2020 1 1 0 40 0.0 0.0 0.00 2.28 2.99 ... 0.19 \n", "1 2020 1 1 1 40 0.0 0.0 0.37 3.30 3.12 ... 0.20 \n", "2 2020 1 1 2 40 0.0 0.0 0.00 4.80 5.16 ... 0.07 \n", "3 2020 1 1 3 40 0.0 0.0 0.00 1.70 1.38 ... 0.30 \n", "4 2020 1 1 4 40 0.0 0.0 0.24 5.72 7.90 ... 0.12 \n", "... ... .. .. .. .. ... ... ... ... ... ... ... \n", "8616 2020 12 31 19 40 0.0 0.0 0.00 0.00 0.00 ... 0.11 \n", "8617 2020 12 31 20 40 0.0 0.0 0.00 0.00 0.99 ... 0.07 \n", "8618 2020 12 31 21 40 0.0 0.0 0.00 0.00 0.01 ... 0.05 \n", "8619 2020 12 31 22 40 0.0 0.0 0.00 0.00 0.93 ... 0.10 \n", "8620 2020 12 31 23 40 0.0 0.0 0.00 0.02 0.39 ... 0.14 \n", "\n", " .3400 .3500 .3650 .3850 .4050 .4250 .4450 .4650 .4850 \n", "0 0.22 0.15 0.12 0.12 0.06 0.04 0.03 0.02 0.02 \n", "1 0.15 0.14 0.14 0.07 0.05 0.04 0.02 0.03 0.01 \n", "2 0.18 0.14 0.10 0.13 0.08 0.04 0.02 0.01 0.01 \n", "3 0.14 0.11 0.08 0.10 0.03 0.03 0.03 0.01 0.00 \n", "4 0.18 0.07 0.10 0.12 0.04 0.03 0.03 0.02 0.02 \n", "... ... ... ... ... ... ... ... ... ... \n", "8616 0.08 0.08 0.08 0.03 0.02 0.01 0.01 0.01 0.01 \n", "8617 0.10 0.06 0.06 0.05 0.04 0.03 0.03 0.01 0.01 \n", "8618 0.06 0.06 0.06 0.04 0.03 0.03 0.02 0.01 0.01 \n", "8619 0.09 0.09 0.10 0.04 0.03 0.02 0.02 0.01 0.01 \n", "8620 0.05 0.11 0.08 0.04 0.04 0.02 0.02 0.01 0.01 \n", "\n", "[8621 rows x 52 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Spectral wave density for buoy 46050\n", "parameter = 'swden'\n", "buoy_number = '46050' \n", "\n", "# Request list of available files\n", "ndbc_available_data= ndbc.available_data(parameter, buoy_number)\n", "\n", "# Pass file names to NDBC and request the data\n", "filenames = ndbc_available_data['filename']\n", "ndbc_requested_data = ndbc.request_data(parameter, filenames)\n", "\n", "ndbc_requested_data['2020']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Create DateTime index\n", "\n", "The data returned from NDBC include separate columns for year, month, day, etc. as shown above. MHKiT has a built-in function to convert these separate columns into a DateTime index for the DataFrame and remove these date ant time columns from the data leaving only the frequency data. The resultant DataFrame is shown below." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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0.02000.03250.03750.04250.04750.05250.05750.06250.06750.0725...0.33000.34000.35000.36500.38500.40500.42500.44500.46500.4850
date
2020-01-01 00:40:000.00.00.002.282.990.000.002.917.2310.65...0.190.220.150.120.120.060.040.030.020.02
2020-01-01 01:40:000.00.00.373.303.120.941.493.138.5812.09...0.200.150.140.140.070.050.040.020.030.01
2020-01-01 02:40:000.00.00.004.805.160.661.444.1914.3226.21...0.070.180.140.100.130.080.040.020.010.01
2020-01-01 03:40:000.00.00.001.701.380.000.472.9115.8932.12...0.300.140.110.080.100.030.030.030.010.00
2020-01-01 04:40:000.00.00.245.727.902.750.594.3917.4918.75...0.120.180.070.100.120.040.030.030.020.02
..................................................................
2020-12-31 19:40:000.00.00.000.000.006.1521.0628.9721.2320.75...0.110.080.080.080.030.020.010.010.010.01
2020-12-31 20:40:000.00.00.000.000.995.2021.6226.2327.0232.43...0.070.100.060.060.050.040.030.030.010.01
2020-12-31 21:40:000.00.00.000.000.010.586.0221.2618.6613.60...0.050.060.060.060.040.030.030.020.010.01
2020-12-31 22:40:000.00.00.000.000.933.016.658.7312.8427.10...0.100.090.090.100.040.030.020.020.010.01
2020-12-31 23:40:000.00.00.000.020.391.206.4718.2923.3218.16...0.140.050.110.080.040.040.020.020.010.01
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8621 rows × 47 columns

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" ], "text/plain": [ " 0.0200 0.0325 0.0375 0.0425 0.0475 0.0525 0.0575 \\\n", "date \n", "2020-01-01 00:40:00 0.0 0.0 0.00 2.28 2.99 0.00 0.00 \n", "2020-01-01 01:40:00 0.0 0.0 0.37 3.30 3.12 0.94 1.49 \n", "2020-01-01 02:40:00 0.0 0.0 0.00 4.80 5.16 0.66 1.44 \n", "2020-01-01 03:40:00 0.0 0.0 0.00 1.70 1.38 0.00 0.47 \n", "2020-01-01 04:40:00 0.0 0.0 0.24 5.72 7.90 2.75 0.59 \n", "... ... ... ... ... ... ... ... \n", "2020-12-31 19:40:00 0.0 0.0 0.00 0.00 0.00 6.15 21.06 \n", "2020-12-31 20:40:00 0.0 0.0 0.00 0.00 0.99 5.20 21.62 \n", "2020-12-31 21:40:00 0.0 0.0 0.00 0.00 0.01 0.58 6.02 \n", "2020-12-31 22:40:00 0.0 0.0 0.00 0.00 0.93 3.01 6.65 \n", "2020-12-31 23:40:00 0.0 0.0 0.00 0.02 0.39 1.20 6.47 \n", "\n", " 0.0625 0.0675 0.0725 ... 0.3300 0.3400 0.3500 \\\n", "date ... \n", "2020-01-01 00:40:00 2.91 7.23 10.65 ... 0.19 0.22 0.15 \n", "2020-01-01 01:40:00 3.13 8.58 12.09 ... 0.20 0.15 0.14 \n", "2020-01-01 02:40:00 4.19 14.32 26.21 ... 0.07 0.18 0.14 \n", "2020-01-01 03:40:00 2.91 15.89 32.12 ... 0.30 0.14 0.11 \n", "2020-01-01 04:40:00 4.39 17.49 18.75 ... 0.12 0.18 0.07 \n", "... ... ... ... ... ... ... ... \n", "2020-12-31 19:40:00 28.97 21.23 20.75 ... 0.11 0.08 0.08 \n", "2020-12-31 20:40:00 26.23 27.02 32.43 ... 0.07 0.10 0.06 \n", "2020-12-31 21:40:00 21.26 18.66 13.60 ... 0.05 0.06 0.06 \n", "2020-12-31 22:40:00 8.73 12.84 27.10 ... 0.10 0.09 0.09 \n", "2020-12-31 23:40:00 18.29 23.32 18.16 ... 0.14 0.05 0.11 \n", "\n", " 0.3650 0.3850 0.4050 0.4250 0.4450 0.4650 0.4850 \n", "date \n", "2020-01-01 00:40:00 0.12 0.12 0.06 0.04 0.03 0.02 0.02 \n", "2020-01-01 01:40:00 0.14 0.07 0.05 0.04 0.02 0.03 0.01 \n", "2020-01-01 02:40:00 0.10 0.13 0.08 0.04 0.02 0.01 0.01 \n", "2020-01-01 03:40:00 0.08 0.10 0.03 0.03 0.03 0.01 0.00 \n", "2020-01-01 04:40:00 0.10 0.12 0.04 0.03 0.03 0.02 0.02 \n", "... ... ... ... ... ... ... ... \n", "2020-12-31 19:40:00 0.08 0.03 0.02 0.01 0.01 0.01 0.01 \n", "2020-12-31 20:40:00 0.06 0.05 0.04 0.03 0.03 0.01 0.01 \n", "2020-12-31 21:40:00 0.06 0.04 0.03 0.03 0.02 0.01 0.01 \n", "2020-12-31 22:40:00 0.10 0.04 0.03 0.02 0.02 0.01 0.01 \n", "2020-12-31 23:40:00 0.08 0.04 0.04 0.02 0.02 0.01 0.01 \n", "\n", "[8621 rows x 47 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ndbc_data={}\n", "# Create a Datetime Index and remove NOAA date columns for each year\n", "for year in ndbc_requested_data:\n", " year_data = ndbc_requested_data[year]\n", " ndbc_data[year] = ndbc.to_datetime_index(parameter, year_data)\n", " \n", "ndbc_data['2020']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate QoIs from Spectral Data\n", "\n", "Here we will calculate quantities of interest (QoIs) using the spectral data by applying the appropriate MHKiT function, appending the results to a list, then combining all the lists into a single DataFrame. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Intialize empty lists to store the results from each year\n", "Hm0_list=[]\n", "Te_list=[]\n", "J_list=[]\n", "Tp_list=[]\n", "Tz_list=[]\n", "\n", "# Iterate over each year and save the result in the initalized dictionary\n", "for year in ndbc_data:\n", " data_raw = ndbc_data[year]\n", " year_data = data_raw[data_raw != 999.0].dropna()\n", " Hm0_list.append(resource.significant_wave_height(year_data.T))\n", " Te_list.append(resource.energy_period(year_data.T))\n", " J_list.append(resource.energy_flux(year_data.T, h=399.))\n", " Tp_list.append(resource.peak_period(year_data.T))\n", " Tz_list.append(resource.average_zero_crossing_period(year_data.T))\n", " \n", "# Concatenate list of Series into a single DataFrame\n", "Te = pd.concat(Te_list ,axis=0)\n", "Tp = pd.concat(Tp_list ,axis=0)\n", "Hm0 = pd.concat(Hm0_list ,axis=0)\n", "J = pd.concat(J_list ,axis=0)\n", "Tz = pd.concat(Tz_list ,axis=0)\n", "data = pd.concat([Hm0, Te, Tp, J, Tz],axis=1)\n", "\n", "# Calculate wave steepness\n", "data['Sm'] = data.Hm0 / (9.81/(2*np.pi) * data.Tz**2)\n", "\n", "# Drop any NaNs created from the calculation of Hm0 or Te\n", "data.dropna(inplace=True)\n", "# Sort the DateTime index\n", "data.sort_index(inplace=True)\n", "#data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Average Annual Energy Table\n", "\n", "A comparison of where a resource's most energetic sea states are compared with how frequently they occur can be performed using the `plot_avg_annual_energy_matrix` function. For a given set of data, the function will bin the data by Hm0 and Te. Within each bin, the average annual power and avg number of hours are calculated. A contour of the average annual power is plotted in each bin and the average number of hours that sea state occurs is plotted as text in the box.\n", "\n", "The figure below shows that the most frequent sea state occurs on average 527 hours per year at an energy period of 7.5 s and a significant wave height of 1.25 m. Dunkle et al. reported a similar most frequent sea state with a slightly longer energy period at 8.5 s and having a 1.75-m wave height for 528 hours per year. The highest average annual energy sea state at buoy 46050 occurs at an energy period of 9.5 s and a significant wave height of 2.75 m and occurs on average for 168 hours per year. Further, Dunkle et al. reported the most energetic sea state on average to occur at 2.75 m and 10.5 s for 231 hours per year. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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Q2pEThdpInwi82TTG/g+gsfmdqnpjR540FCJyIPAEcIqq/rKhz2+MMcaYzufVBsoowhtZh+Chp7e/q+ajbwz86qOMImrDqvBEQmZdHyIlyulYxphNmCLWk766MiAHWNhq/5bAso6cKNTLH6cC+wBjgaOB45ptreeRrzcROYrgHPTTVfWFDX1+Y4wxxnQN/2aVvPj7Y/xY+BWn3XpssIic6ZClzOO+L2/m27xPeeKTh6mm3OlIxhhjVjcFuFlEEppuq4hsBtxGB+urhdqTfh1wDXBrZ89LF5HTgAeBE6yiuzHGGLNxa1jq5+T9z2SnQ7Yht3eu03E2Sgkkc9WZ1xOdEc51N4e6oI4xxnSugA13b+1K4D2gAIgCpgPJBIfA39CRE4XaSI8CXlnfBrqIxBMsRw/BanfZIjISqFbVuSJyEXAncA7wlYhkNz3Wq6ql6/PcxhhjjOl6yVXZUAVhYbak2bpKlSyYDbE9/E5HMcYYILiqpt+Gu7egqjXAbiIyFhhDcNT6dFX9vKPnCvU35stsmMJxY4Avmt0+p2n7iuBQ+guAMGBy07bCivuNMcYYY4wxxjjM5qS3rWk99C/X5xyhNtKLgWub1iz/ndULx90SykmaAq/x3VTVviHmMcYYY4wxxhjjgGDhOBvu3pqIDAB2B7JoVf+tI8XWQ22kHwdUAKOathbPB4TUSDfGGGPMpkVV8dHIihlzjXjxaBgesS93HdGo3pW9Vj58+NVPmIQ5nMoYsynzr7nvdZPUtHz4M0A9wXnpzaeKK7BhG+mq2q8jAY0xxhhjAJZHz+PM209iyy23JDExkYj7I3jh3ldJXtTD6WgbjWLNZ5/Ld2LUqFEMGDCAU+4/ivemvI9+k+h0NGPMJkqx4e5tuAG4C7haVderiIhVcTHGGGM2UuM8hzsdoV1Rnli++/QHvvv0h1U7y93zxW5jeA2f/e0hHn30UaZNm8a0adMAGLXdSG7/6naHkxljjGkmG3hifRvosJZGuohMAB5SVW97J2mq0J6jqh+ubyBjjDHGdB/pgR6UvteilA3J5DiUZuO05ZZbMnny5PYfaIwxXcbmpLfhM4JTw+ev74nW1pM+FpgoIs8DbwG/NG+wi0gvYFfgeGBL4Nj1DWOMMcaY0AU0QBlF1IZVEpkYTlxZKvGS5HSsFhq0njIK8cV68eAhp7YfIu7pSQeo1FLKKSUqJYzIqnhS/BlORzLGGNcL2Jz01l4Abm9qJ/8OtOjsVtVpoZ5ojZc/VPUAggXjNge+BapFJE9EFohIBbAIuAP4Dhiiqp92+K9hjDHGmHVWRhHnPHkCny16n28Xfk4JBU5HWk1geDWv/fMs3y/7glNuGo8fn9ORWmhUL9tfMIKpi95mev40kreIdjqSMca43op10tdl68ZeBfoD9wKfE2xDr9i+6ciJ1jonXVU/Az4TkVRgJ6AfEAMUAb8Av+mKcq3GGGOM6VIxxDH5pie59oIbmLn8L6fjtKl+sZ9jdjuRXY/agdzcXk7HWU0Y4Xz9v+95/ZFd+HD6O07HMcaYjYYNd1/NBiu2Hmp191LAfnMZY4wxLhIr8cQujqc6ps7pKGuUUp0F1RDmcedyYR7xkLa8N351Zz5jjHGj4Drp3bpXvMNUddGGOpdd/jDGGGOMMcYY0yEBZJ227kZEHhCRuGa3DxeR2Ga3k0SkQx3e1kg3xhhjjDHGGGPWzTlAXLPbTxFcjm2FaGD/jpzQ1kk3xhhjNmKN6iXQVIzNj49G9RIhkQ6nWiWgARrxsqKEjZcGPOrBI+4ZXu7TRhqbivAG8OPXBiIlyuFUxhjjXgo23H2V1i/Eer8w1pNujDHGbKTqtZb+J6Ux8b4LiImJYeIj55JxaCR+dU8F9eVR8zj6kf045NCD2XPPPTn2kQOo6ueuKvQx4xo575FT6NWrF6dfcgpbXzyYci12OpYxxrhaQD3rtJn2hdSTLiK7ANNUW/7WF5FwYAdV/bozwhljjDFOGec53OkI7QojnHm/LaIyr5qP35gKQN7iAqJxzzrf0f54PnvnCz5754uV+wIl7up9KZtf2SJjRXklkdhSbMYYs0ZqheM6U6jD3b8AcoDCVvuTmu5zz5g1Y4wxZhMRIZHwWyoVrFoNNZasDTDQbsNJ9+dQ8XHL1VpTyHEoTdvi52dTMb95xgRiXfQaGmOM2yh0yyJw6+EQEals+jkMOEBEVrSdkzp6slAb6QK0tR56ElDb0Sc1xhhjNgbVWkEZxUSlh+OpDSe9rqfTkVoIaIBSCqiNqCIuLZbI/HgSJNnpWC3Uax2lFOBJVtSvZFf1Q8RdX+zKtZgKSonPjkWKI0j1ZzkdyRhjXM960lt4pNXte1rdbqstvUZrnRQgIk+LyNNNJ31gxe2m7TmCa6fP6MgTGmOMMRuL3ENS+Xjhm3y34HPGHL6503FWU0YhFz57Gp/Nf58vZ39M6WoD3pynw2t4c/ZLfD1/KidfPx4/7pkvD8HCe7tMGM1ni9/j+4VfkrJFbPsHGWPMJm5F4bh12bobVfWEsHVo5Hl7M/dzmzYBejS7nQukA18CJ3X4b2KMMcZsBOZ+tYg9hu7Hm2++6XSUNsWSwANXP8o2Q3ZwOsoa1S/0c9h2x3DDDTeurPDuJmGE89nL37Btv52YPXu203GMMcaYtQ93V9VxACLyDHCBqlau7fHGGGNMd5JW2osYrXY6xhrFSBwxy+Kojal3OsoapdRmQS2EedxZvsYjHjIK+qBqq9IaY0xHdMdecbcI6TeSqlpvuTHGGGOMMcYYlO45dN0tQl2CTYDjgb2ALFoNk1fV3Td8NGOMMcYYY4wxbmTV3TtPqGO77gAuBD4FFtLB6nTGGGPMxsivPrwEh5IHNEC91hJFjKuqk3u1Hj+NAPhoxKsNREqUw6lWCWgAL/WoBgBooA5RD2HinuHvjerFSwMAfnz4tY5Iol31PhtjjKuoDXfvTKE20o8DjlHV1zszjDHGGOMmvi3LOePc8Wy//fb07NmTmdvM5MFznySXgU5HA6Beaxl6ag9O2vFQYmJiuPKJCUydOpWi17yEiTvmWOfFzGfCA+cwfPhwEhISSEpK4rFbniF5YQ+no60Uv49y7KFnkZubyzlXnMn06dP57PYfSSbd6WjGGONKK6q7m84R6m/wCOCXzgxijDHGuE3dMh/vvfIB773yAQCBQIA4Eh1OtUo4Ecz6aS5FC0p468V3AChcVkwMGQ4nWyW6MT74GvLByn1a3N7iMl1nauB1LrnkEv766y/++usvAOrr63l13lP079/f4XQbj3Gew52OsNGbGrC+MLNxsUY6iMjjoT5WVU8P9bGhNtJfAA4lOOzdGGOM2SQkl2RT83nzPWGkSqZTcVYTLhGE/5lOTbN9cWThpmmCaf7WryGkkO1MmDW48847nY5gjDFm4zQoxMd1aLr4GhvpInJls5vlwGUisgPwG+Bt8Yyqt3TkSY0xxpiNQZWWU0YRCT1j8JULGbU9nY7UQkADFJNPY0wN8RlxyOIYEiXF6Vgt1GstJRQQmeFBfQEyyvraXO9uqForKKWIhJ7R+CuF9Gr3fVZKyKchqoaE7HhYFEWSpDody5iNllV3D1LV3TrjvGsbb3Zas+0EoBLYsunn5ved2hnBjDHGGKf1OyyDqYve4fN/PmbrwzZ3Os5qyijk0hfP5qNZ7/Dpnx9SRpHTkVa3eR3vzn2VT//5gBOuPgY/PqcTmU6Qe1AKUxe9zWd/f8T2R410Os5qKijh/KdO4eN/3+Gb2Z9RSqHTkYzZ6KnKOm2mfWvsSVfVfl0ZxBhjjHGbWZ/NZ7dBe3P9k1e2/2AHxJLAHRPu45LKK5hV8JfTcdpUN7+RA0cdwZ4n70Jubi+n45hOMverxew2aB+ueHiC01HaFEM891/xKJeeeiXL6hY5HceYbsGWYFudiAwEDgf6AJHN71PVk0M9jztKvxpjjDEulF6eS6y6a/h4czESR0xRHN6YRqejrFFKXXD+eZjHPUuumQ0vrbwXcere4ePREkN0UV+qtKb9Bxtj2qW2BNtqRGRv4G1gFrAZ8DvQn+Do9Z87cq6QGulrqVqnQD3wL/Caqq51nJ2I7AJcDIwEegPXqOqkVo/ZFrgXGA2UAc8CV6uqP5SsxhhjjDHGGGM6lw1dX81NwB2qeq2IVAFHAgXAy8CHHTlRqGugDAKOAMYDY5q2Y5r2bQfcDMwWkc3aOU888A9wKZDf+k4RyQWmArOBrYCzgDOazm+MMcYYY4wxxnHBwnHrsoV0dpH9ROQ3EWkQkYUi0u5cGhGJEJE7RCRPROpE5FsR2arZ/ckicp+I/C0iNSKSLyJTRGRoG+c6UURmNz3/LBEZH0LsYcDzTT/7gBhVrQGuI9j+DVmojfTXge+AXqo6WlVHA7nAtwR7unsBPwB3re0kqvqBql6hqq8CDW085CyCBepOUdW/VfUt4BrgPBGJCzGrMcYYs0H4tJF6aoFgdeg6rSGgAYdTtVSvdfgIDndvxEuD1jucqKWA+qnTGrTpdaunFr9a8bjuZmP4rDQ0+6z48NKgdQ4nMsa0RUTGEBw2/hHBEdjXA7eIyJntHHoncArBTt6tgfnApyKyYt3PHKAfcC3BUdv/IdiJ/LnIqqVRROQg4ClgMsHC6U8Az4vIvu08fy2wYm5XPtC36WcfkNXOsS2E2ki/FLhCVctW7Gj6+WrgclWtBm4g2Pu9PnYEPlFt8b/6R0AsMGo9z22MMcZ0iI6u4vxnT2bHHXfkhFOO57jJB7KM+U7HWqleaxl+Ri+ue+wKYmJiuP7Zy+l1dIKrGsF5MfM57dkjOeroo9h3330589nxVPe3ytrdjW9EBec+eyK77rorx55wLCc/dRhLmON0rJUatJ5BJ2cx6blriIiI4IZnr6Tf8Wk0qrf9g40xberE6u4TgJ9V9XJVnamqzwIPApet6QARSQDOJNhmfUdV/wJOItgxfGYwr85U1QNVdYqqzlbV6QRHh+cAOzU73aXAq6p6r6rOUtW7gTfW9vxNZgDbNP38BcELC2cAjwC/hvIXXyHUwnFZQEQb+yOAjKafC4D17e3OIdhj31x+s/taEJHTgdMBevfuvZ5PbYwxpiuN8xzudIR21Szy8vrTb/D6028AEAgEiCfJ4VSrhBPBn1/PZOnMPF554nUAivNKiSPT4WSrRDUkrHz9VtAi9xSR2xj+HU4NvO50hHbVL/W3+KwAxJPsXKBWwgln1rQ5FMwt5rWnpgBQkl9K7MqvscaYjlA6tXDcjgR7spv7CJgoIr1UdWkbx4wBopoeF8yo6heRqbRsgLe24pd6MYCIRBLshZ/cxvM/LCJha6mVdhWQ2PTztcBzBHv3ZwMnriXDakJtpH8DPCQix6jqAgAR6Q/c33QfBMfgd8aaFtrqz1V3qD4OPA4wZsyY1e43xhhj1kdyaTYN37TclyLRzoRpQ7hEED4rk4ZZq/YlkI2bVsVJ19Vfw+SOjfozG4Hk8qzV3uc0cc/7HCbhxM7OomH2qn3xLvusGLNR0WCF93WULiLTm91+vKldt0IOq9cva95x21YjPafV45ofN7qtECISRrCX+2fgxxXZCLaR2zpPFJAKtFksXVV/bfZzMbB/W48LRaiN9NOBt4C5IlJMsMGcAfxBcIjAinPduK5BmuQB2a32rbi9WqE5Y4wxGy+vNlBMHuHpQkR0GHFL04l0UQMYoFLLKKOQ1H5JeEsCpFX1cDpSCwENUMRyfPENJGXFE5gXSaK4a8m4Oq2hhHxie0bh9wZIL8pFxF0toxItoCaigvQ+yTQsUVK87mlcbiyqtJxSCkntl0hjqZ/Uyp5OR2ohoAGKycMbW0tqjyQa54aRJGlOxzJmo7Ye66QXq+qYdTx2XS4NrHZMUwP9eWAwsEur6dYb+vk7LKQ56aq6UFVHAvsQrLR+C7C3qo5S1UVNj3m3qSDc+vgOGCcizXPtQ3ASfofG8RtjjHG3pczjjVkv8sFvb3LbMzdRS7XTkVYz4IgsPlv8Ph/98i5bHTzc6TirKaOQq165kA/+fIOPf3mPsrYv7jvKM6KBDxe8wYe/vM3xlx+JH/fMlwdoVC97X74jn857j8/+/Jjk4bFOR9oo9T44jc8Wv8eHM95h2yNGOh1nNRWUMOHZM/jgrzf5/K9PKHXhZ8WYjYnSqXPS2+q4XXH1dE0dt3lNf7Z1XItjmoa0vwZsC4xtNXy+mGCht7bO00BwifA2icgCEZm/pm1Nx7Ul1MJxAKjqVFV9oGn7tCPHAohIvIiMFJGRQCSQ3XR7YNNDHiU4L+AJERkuIgcQXG/uwaby9cYYY7qJFDI4fPvxnH7Smeh6jJnrTP98NI9d+o3j3XffdTpKm+JIZNJZd7DDZrs4HWWNauZ42W+zg7j1lltd+T6HEc57j33CNr134t9//3U6zkZrzmeL2LXf3kyZMsXpKG2KJZ47L3qAMf23czqKMd1Epy7B9h2wd6t9+wCL1jAfHYJF2xqaH9fU8bsnwRXJVuyLBd4BNiPYg764+UlU1Utw+Htbz//DWuajAzxJcC79iu154G8ghVVLs4VkjcPdReQY4H+q6m36eY1U9eUQn28MwUp3K5zTtH1F8CrGEhHZC7iH4AtdTnDO+dUhnt8YY8xGIkUyoDyD2IgOXS/uUhlVucSpu4aPNxctsWSX98cXs7bvDM5KbcgGsvF43FMsrjmPeMgu74+HKKejbNTSq3oRr6lOx1ijKIkhp7w/tdiya8ZsBO4FponIzcALBCumnwdctOIBInIwcCuwh6ouU9VKEZlMsKJ6HrAAuASIAR5rOiYB+IDg8uEHAoFmy7NVqK5cl/EO4H8i8hPBgnH7A4cA/7e20Kp6c1v7ReSypucM2drmpL8IfAoUNv28xjxASI10Vf2Sdkp0qOoPwA6hnM8YY4wxxhhjTNfrrMFRqvpz01rltwATCQ5Xv0pVm1dcTwKG0HIFsksAL8Ee7WSCnb7jVHXFUPitWFXp/fdWT3sS8GzT878lIqcCVxKszr4AOFFVP1zHv9L/CPbOnxfqAWtspKuqp62fjTHGGGOMMcZs2kKcX76O59b3gffXcv+zNDWqm+1rJLjG+aVrOOZLQlzToa3zr4fRBC8ehCzU6u7GGGPMBqWq1FFNQiAOgHpq8WoDkeKeYceN6qWOYEmUgPqp0SpiiMMj7rl2Xac1+Jp+93tpoF5riRb3FD/zq596allROLeWamI1nnCJaOfIrtOg9TQ0DYNu1EZ8Wk0Mca6rQu9mzT8rfg00fVZi8Yh7pjnUaQ2NTZ+VRhd+VozZmKh2biN9YyQij7feBfQgOC/+4Y6cK+RvGSKym4i8ISJ/ikivpn2niMjYjjyhMcYYA1DIMg67Z2/OmXg2I0aM4IqXLiB2N5fNrd6qhokvncnOO+/MyaefzKlPHcFSOlSgtVPVaQ1bnt2PSU9fR2xsLLe8dC19j03Fr+6poJ4fM59zXzqe8ceOZ//99+eCl06mdkCx07FaSP1PONe+dAm9e/fm0psmMO66bSnHXRndzr9FJRNeOp3ddtuNk045kbOeH89i5joda6UGrWez03pxx8s3ERERwa0vXc+gk7Jo1A51bhljmunEwnEbq0Gttv5AJXA2a+jdXxMJpdJq08T8/wIvAeOBzVR1voicC+ynqvt1KH4nGDNmjE6fPt3pGMYYY0K0vexF7GiIjIpcua94XjnJRTkOpmqpPDmf9KFJK2/7AwHKfqwjWdIdTLWKTxupH1xCctqqjCUFZSTMz3ZNb3+J5JO1bVKLfUV/VJJS6561yMt7LCe996oCgTXVdQT+jCJG4hxMtXGpSMonbVjL97nw+ypSJdOhRC29Xf0cl156KRERq0Zw+Hw+7rrrLqKi3DN6x3R/IjJjPdYId42YgT20312nr9OxMw++oVu8Bp0p1OHuVwPnquqTInJEs/3TCE6oN8YYYzokXpLgV1qsmp1MjGN52pJcno3vh1b7XNRwC5cI4udk45uzal8SMSHOuOsaabr6a5jitvd5eQ98y1fdjnLZa7gxSKpY/X1OFfe8z7GxsTz00ENOxzDGmJCE2kgfSrDSe2tlgHvX2zDGGONaXm2giGVE50QSHh1G9IIUoiTa6VgtVGgJFWGlZAxMob7QS0p5D6cjteBXP0Usg2Q/yTmJNMwUksRdv5ZrtZpi8kjtn0hDXSOpeT1dN9e7WPOoj6omc2AaNfN8pDS4o/d3heBnZTlR2eFExkYQOT+JaBc1gAEqtZQyTzGZg1KpK/KSWuauz4oxZsOzOektSfCX2/HAXkAWraaWq+ruoZ4r1LFwZUBb4w+3BJaF+mTGGGPMCkuZxztzXuWtH17llsevp45qpyOtZvBRPfls4Xu8M20Kow4Y7nSc1ZRTxHWvX8Jb01/l/R/ecuU86ogtvUxd9A5vfPsqx048HD/umS8PwYJn+125Kx/NfpuPfn6P5M3c1fgFWM5C/vf387z1w6vc/dyt1FLpdKTV9Dski88Xvc/b3/2PbQ/d0uk4xphOpgiq67Z1Y3cQXP4tFVgIzGu1hSzURvoU4OamBeABVEQ2A24DXu3IExpjjDEAqWRy0OgjOevUcwilPooT/nxvDjv3Hsf7769xFRhHxZHItSffzC4jQr443+WqZnnZa9CB3HH7Ha58n8MI560HP2T7vrsyZ86c9g9wQArpHLHdcZx2/OmufA0BZn48n11678Wbb77pdBRjTBfRddy6seOAY1R1X1U9VVVPa7515EShDne/EngPKACigOkEF4j/FLihI09ojDHGACRLOsnV6cRGuKPAWVsya3KJ15T2H+iQaImlZ/VANMadjUuAVG82qYDH456luJrziIce1QMIx11TLZpLkjSSqtOICXfZ6gfNZNbmkqi1TscwxnQVW4KtLRHALxviRCE10lW1Btitabm1MQR74Ker6ucbIoQxxhhjjDHGmI1IN+8WXwcvAIcSHPa+XkLtSQdAVb8EvlzfJzXGGGOMMcYYs/GynvTVVACXicgOwG+At/mdqnpLqCdaayNdRI4J5SSq+nKoT2iMMcYABDRALdXEB+IBqKOGGI13VYV3rzZQSxUAAfVTrRXEEo9H3DF0W1Wpo5pGGgDwUk+d1rhqfW+/+qijBtUAADVUEavxREikw8lWqdda6gkO1W7URhq1klgSXFOFXlWpoYrIQPA1q6OWBq0jykUV3pt/VvwaoForiCGeMJd8VowxpgscD1QSLK7euoKmAhumkQ682MbJW//GUsAa6cYYYzqkiGWc9sB4RowYwWabbcZ1r13CM5Ofo/ELp5Ot4hlTy5WXXsC2227LoEGDmLPnHCYdfze9GeR0NADqqWXM+UPYddfTiY2N5c7XJvHee++x5PlKwqRDg+U6TX7MAm547ioGDRpEbGwsvXv35u4rHyBiXrbT0VbKOCCK84+9ij59+nDlrZfy008/8fa1n5FChtPRACgmj+PuOoRRo0YxbNgwbnjtMp5/6kXqP3E62Sq6ZTWXX3UeY8aMYcstt2TeHvO45uhb6MsQp6MZYzqJS+tYOkZV+22oc0lHqoSKSBWwparO31ABNpQxY8bo9OnTnY5hjDEmRNvLXkRtESAiImLlvvLF1SQXu6fxVp6UT/KA+JW3A4EAlb82kixpDqZaxaeN1A4oJjE5YeW+8qIKEhfn4BF3FOQrlQJSR7Xs2S+bWU1KnXve57LsZaT0SFp5u662DpkZR7TEOphqlRqtImy4l+joqJX7ypdUkVzU1uq4ziiLzydlcHzLfTPqSBF3XOiYGnjd6QjGACAiM1R1jNM51lfUgJ7a65az1+nY+Udd3S1eg87kjsvsxhhjNjnxkgR/ttyXTHzbD3ZIckV2izqtHiDZHSOgAQiXCBLnt2yoJRO/+pg3B6Vq1mq1blNc9j6n5PeE/FW3Y1z2GsZJAvzTcp/bPisp1dmrv8/irozGmA1IAZuTvhoR2RXYC8ii1XLnqnpyqOexRroxxhhHNGg9hSwjqV8cnnCImJPsqvnoqsoyFpC7TSZJGYks/H0JUUuTXTbf208BS4nMEpKzE6n53U+SS3r5V6jRKko8+WQNSaOuupakJT1dM9cbgu9zMXn4EurJGphBxexaUuqynI7VglcbKGQpCX1jCY/0EPZvgmt6+Veo0BIqI0rJGZZBVV4dKcXu6eU3xnQOG+7ekohcAtwOzAaWsR71762RbowxxhHLmM+n899DVZk/fz5XjLuZKBetVV1FOZc/ez4pKSksXbqUfR/cl6uvuIblr1YTLhHtn6ALlFHEpDeuYNiwYfTo0YMxSTuThLsa6ZEjfXz6zruICK+99hrvXvw14bjj9QPw0ciB1+7JCSecQHZ2NgfsfAj86nSqlpazgPdm/Y/w8HDy8vK4YOcricZdjfSBh/Xg9nueIzo6muuuuo45TxY5HckY09mskd7aecAFqvrg+p5oXSas2dthjDFmvaWRxf7DD+H8My+kI/VRuko0sUw69w4mHXgfr5zzAZecfxlnn3cWFZQ4HW2leJK4cvz17Dl6H6ejrFHV31727Pd/3H3X3a58n8MI57U732LnAXswd+5cp+O0KZVMDh51JGedfLYrX0OAv9+bw6699+btt992OooxpksIquu2dWPJwHsb4kTtLcHWum5oNPC8iNQ136mqe22IMMYYYzYdSZJGUn0aMRHuKHDWWqRE0bdmM5DgMmKJqQkUFxe7qhc4WmLoVT+YpTFznI6yRqm+LFLJwuNx51JcHvHQq34whSxzOsoaJUoqifWpxIT7nY6yRpkNvUlsWsbOGGM2UW8BuwNPre+J2hvu3vo3Vusl2YwxxphuLaAB6oYVc/lVt3P6MWeTSKrTkYwxxhjnuXNgj5O+ByaJyObA74C3+Z2qGvKy5WttpKvqSesUzxhjjOkGAhqgZlABT742mQvPngAz4lxV9MwYY4xxhNLdh66vi4eb/rygjfsUCLmR7s4xhsYYY7q9gAao0nJ8/kYAaqmmXt0zXDagAaoH5vPElEeZcNEE8j+roI4aAhpwOtpKqkq1VuClHoAG6qjRKodTteTTRiq1DG163aqpwKsNDqdqqU5rqKMaAK96qdJyV839XvFZaQy487MC4NV6qqkEwB8IUKll+NXncCpjTKfSddy6KVX1rGXr0Jwva6QbY4xxRBHLOPHRQ5l4zcWMHDmSW966mqQ93fNrqYISbnr4OuLj4znn3HO47q2JnPr4kRSy1OloK9VTyw4TRnD/q3cRGxvLA2/dybCTe7qqcVQQs5Ar3zqPk04+iYMOOoir37oQ76Ayp2O1kH1wHHe+dRN9+/bl+ruu5qBb96CcYqdjrVRMPsfc/39cfsMlDB8+nNveuo7UfSOdjtXSyFquf2sie+21F2eecwaXTTmbJcxzOpUxplPJOm6bFhGJEZGQ10gHEDddKV4fY8aM0enTpzsdwxhjTIh2kL3xDG0gInJVIbbKpbWklvVwMNUq9VqHb2AF0bGrloVrbPThnxlBvCQ5mGwVn/qo7ltIfOKq5bgqS6pIWdbLNcPyy6SQhM1bNigr/60ntSHboUSrK81YRmJ23Mrb9bX1hM9NdM1a5LVaBYPriIxe9TpWLq8ltcQdnxWA0th8Ege0XEKx+g8fyZLuUKKWpgZedzqCMQCIyAxVHeN0jvUV1a+X5lx/3jodu+jEy7vFa9AeERkJnA6MB6JUNeR1Zm2ddGOMMY6Ik0SY3XJfKsmOZGlLtMTAvJgW+8LBVZ0A4RJO8qKWDbVUkl2VMUUz4c+W+9xWei+1qCc0W9Y7Hlz1GsZKAsxJaLHPTZ8VgNTa7NXe52QXvYbGmE7QPfp6NygRiQWOIdg43wr4ArgQeLMj53HPuEJjjDGblAatY7HOoW5wEXXDimjQuvYP6kKqyjKZT8SO9aQdEElFnzxqtdrpWC3UaQ2FaYtJ+U84CeOU/KiFrpozD1CtlSzxzMG/ZQUVfZe7Lp9PG1kePZ/4PQOk7B9GUdoSGtXb/oFdqFJLqeiTR/qBkUTu1EC+LnHVnHmAci1maeQcdHQ15Vl5TscxxpguJSKjReQxIJ9g4bjXCV7GOF9Vn1HV8o6cL+RGuoikicj5IvKgiKQ17dtORPp05AmNMcYYgGUs4JOFb/P0O49z/f1XU0eN05FaqKKcy5+5gFMuPJHtd9uGVz57ngHHZOLTRqejrVTTq4jXvn2esfvszGEnHMJ/f36Gihx3NZBiRgX4dOF7PPPWExx17qEEcNda3wUs5anPH+ag8Qew+/5jeXv6q0RsX++qRnDS7uE89saDbDd2Gy64+lxuf/9aisLcta77kCN78dHst3np/WfZ+v+2cDqOMaazKaCybls3IyLTgU8AH7CHqo5Q1TtZj7EGIQ13b1rr7QugAugD3AuUAP8BegPHr2sAY4wxm6Y0stlr0AEM3q0v50881+k4q4kmlkln30lKTRbRxPL1J98w4cqLOO/ly0nDHfOpPQUxHDTiKDIae1JDJRNfPott/m8kc54oav/gLlLxZwN79PkP+523G71yezkdZzWJpHDyuLNIrs7Cg4f5E+dz8LEH8sr3HxBFTPsn6AKFP1YyfvRpZNCDfJ7hjb9eotcOGXi/dTrZKr+/MZvdX92PK564yOkoxpgu4qJrmU4bCTwCPK6qf22IE4bak343wXXdBkHTOi9BHwE7b4ggxhhjNi1Jkkpv32Ciw0Ouo9KlIiWKPrVDSZQUPISRnJFMYWEh4US0f3AXSfVl0cs3kCiJwYeP7OxsykoqnI7VQqo/i946CI+nQ6vPdJkESaZnzUDiJAFFSUtPo6ioiDAXle3JqO1FT+lHpEQRHhtGQkICFUWVTsdqIdvXhx70dTqGMaYr2RJsK2wDRAHTRGS6iJy7YuT5ugq1kb418JCuPvZrCWy47gQR8YjItSIyV0TqRGSxiDwgInHtH22MMcZseAH107h5KZdfdRn33fQgia4rewaVWsaeE7anqqqKmW8udDrORsmrDaTtE8n+++/P2498RLi452LMCgW6lEsePo8XXngB/yyXLcFmjNn02HB3AFT1F1U9A+gBPAmcBOQRbGvvLCJRHT1nqI10gTa7DnKBDXkp92LgEuAyYBhwGnAYcM8GfA5jjDEmJAENUDukkMdeeYTzz7gQ+TXBNUubrVCl5Yw6YyD7778/1x53CxnqnmW5NhZebSBu9wC33Hkzpx12JimF7nsNi3Q5pz84noaGBl67+n3XLANojNl0ia7b1l2parWqTlbVrYCdgGeAu4BCEXmxI+cKtZH+GXB28wxNVwSuIjhJfkPZEfhEVaeo6kJV/Rj4L8EhBMYYY7qRgAao0FIa/cFCbDVUUqfuKR4X0AA1gwp4cspjnH/eBeR/UUEt1QTUPYXPqrWSLU7rzzHHHMOpB59FZGUcNVrldKwWfNpIhZaigWBV90rK8Gp9O0d1nUb1EjPWz10P3sH4Q4/FNzuCaipcVTiuWPM46b4jiIuL49az7iWKGOq11ulYLTRoHVWUA+AP+KnQUnzqczaUMabzrOtQd/f819qpVPUnVT2VYO/6FcDwjhwvofwSEpEBwLfAAmAM8GnTE4UB26vqkg7mXtPzTAQmAnup6h8i0h94H5iiqlev7dgxY8bo9OnTN0QMY4wxXWCEbMcFT5zKiBEjGDhwID/++COT73+MuqnuGMZbpkXc+slVDB48mL///huAgoIC7j55MjnS2+F0QXVDivj678+ZNm0alZXBgW0vvfASha+6ZwmxpTFzufv1m+nbty8xMTHMnDmTSRfdRtycLKejAbBE5/LF8g8oLi5myZLg15kffviBqTf94Jre6sxDo3jh1eeZOnUqfn/wItGDdzyC72t3FLYDaBxZyqWTLmaLLbagtLSURYsWMeGAK+krQ52OBsDUwOtORzAGABGZoapjnM6xvqL69NKcqy5Yp2MXnXFpt3gNOlNIjXQAEckk2Js+hmAP/HSC89QLN1iY4BjCq4HrCF5nCQeeAM5oYz48InI6wYXi6d2791aLFi3aUFGMMWajNs5zuNMR2lWjVeiAGsIjVs2mqs2vJ7Wip4OpVmnQOur7lhEVvWoqmd/ng7kxxEmig8lWKYssIKZfywJn1cW1pJfkOpRodWVSRMzglgP3ahc0kup1R4X8Si0jYoi/xTSG+po64pZkEiEuuWCUtJyY7JZTGuuWN5BS5Z5h+aUxecT2bvl61c9SkiXdoUQtWSPduEX3aaTnas6V69hIP/OSbvEadKaQS5c2Ncav77woQHD++VkEJ9v/BgwhuNzbJIJD61tnehx4HII96Z2czRhjzAYUJwkwP6HFPjfVeY+SGKIWtdFT6aIp6SneLJjdcl8061VQdoNL0Yw2MrpHoqTAvy33RYO73ueKHsFFcJtx02sIkFqXs/r77KLX0BjTCaz11WlCmpMuIktF5BaRTh+zdDdwv6q+oKp/qur/gCuBS0XEbb+PjDHGtVSVPF1MSdYSIndqoCymwOlIq6nXWhbLHLybl9KweQkNWud0pBZUleXhC4jetZGsQ2OoHlBArcvme9dqNSVZS8k4KIrk/TzkRS8koAGnY7VQoEsJjK4k54g4AqMrKVP3rOEOwTnzeXELSNpXSD8wkpLMJXi1welYLTRoHYv0XxqGl+LdotRVtRtWKNVClsfNI2y7Wiqy85yOY4zpCjYnvdOEWjjuQeD/gL9F5CcROWd9135bgzig9bcLP8Hr2XY91hhjQuSlnuNvP5QXPn2K1z96hdg+7ltOajkLmbrgHR595UGuvedK6nBXw6OKci5/6gLGn3EUI7fdghc/eoZBx+Xg00ano61Um1vCS58/zba7bs1/Dt+P12c8T0WP5U7HamGvi3fkkkkXsfnozbjjsVs4/LZ9qdQyp2OtVMBSnvjkQfY5eC922H073vrpNaJ29LqqcFwei/hgzhQefeUBbn7oBuqodjrSaoYf3Zd3f/8fz0x5kjH/2cLpOMaYrmCN9E4T8px0ABEZDRwHHAWkAB8Cz6nqWxskjMhTwH+AM4FfCQ53fxT4W1X/b23HWuE4Y4xZZQ85lCVhc6j1V/P57I849aCziJrlrvW9K7WMirBiBu3Rh/MnnsuVe93imvmrEFyWKy9mPql1OcQQR8q+4Uy8egLn7HgZ6eKO+dRl4YXUBqrJ8PekhkomvHQ63339Hf8+vsHKxay3JdGziatLIYlU8lMX8PPi7xiVtD19AkOcjgYEl7CrjCkita4HHjxsM2EoAwYO4L9nv0+UuKMwW5WWUxZWRJ8ds7lm0lVcuMtVpIo7Cu+tkO9ZRJ2/jsufuIBffvqFOU+6a8SEzUk3btFt5qT3ztWcyy5cp2MXnTuxW7wGnSnkOekQXKgd+KWpCvtewM3AFIJV3jeE84FSgsPeewCFwHsEi8kZY4wJkUc89AkMIZ/FTkdZo0RJITGQQnR4qIO6ulakRNGnfhhIcEh0WnYKeXl5ROCOYmIAKb5MUsgEgTJtoGfPnpQUuqeXGiC3fghIcPpAem4KJSUlePxhrhkflyDJJNQng0CtVpGVnUVBfgFhHfuK1KkSJJmEQDIx4e5Z/q+17EAf6nHXsnDGmM7Vndc8D5WINBLi+ABVDfkLRId/AzVVeR8PHA9sSbDA2wahqjXAJU2bMcYY4zi/+mncooxLr7iTUw4/g0TcNSIBoFJL2e+yXSkpKWHmmwvJFHdUyF9BVSlOW8yTTz7CxIsuJYc+TkdaTYPWk7l/LPvssw/H73Ya6eKeCvnGGGNc6zRWNdJTCK5S9inB5csBdgL2AG7oyElDaqSLSBRwEMGG+TigGHgZOF5V/+zIExpjjDEbi4D6aRhezOMvP8o5p5xH2O+JLZbqcoNKLWPrc4axxx57cPHBV5PlkjXcV1BVipIX89Cbd/PII4+y9I0y1yxht4JXG0jcS7jx1hs45ZAzSSvp5ZqefmOMcS3rSUdVn13xs4i8DNysqnc1e8j9InIxsCNwf6jnDXWMYQHwNFAJHAj0UtWJ1kA3xhj3qtZKaghWI68P1FGhJa4qhuVXP+VaTKM/WIitmgpq1T0FsQIaoG5YEY+/+ijnnHUOhd9UUU0FfnXPkONqrWCrMwdz6KGHcsah5xBVE0u1VrR/YBcqTlrK/W/ewYsvvsj3z/xKI15XVU/3agPxeyq333MrxxwyHv/ccCopc9VnJaAByrUYr98LQDWVrltpoF5rqSQ41cIfCH623VRk0RhjusB/gLfa2P82sG9HThTqcPeJwGuqWtmRkxtjjHFO/6MzuPGkifTq1Yt7nryD77//ntcu/ZBkl6yjXcRyLn7mTDbffHP69+/PA5/czsP3PkLNR04nC6qghNseuI6EhASuuuYqAPLz87n9+IfIwR291WHDGnnk0Uf4/vvveWzKwwA8/9wL5L/sjuXs/OrjsIn/YdSoUTQ2NnLYYYcBMHH8VWQWu2PIez5L+OqFDyktLeWeR+4GYNq0aXx0/XfEk+RwuqBi8jj38ZPYcsstGTx4MA99cieTH3yMyvecTrZK+OgG7rrtBoYPH87222/PksOWcN6+l9CXzl691xjjFJuTvpo6YDtgbqv92zXdF7IOVXd3M6vubowxq4zzHE5R0mJiUqNW7vM2eIlflkGkRDuYbJVaraKxTxVhYatqj9YX+Uivdsd86gatp6ZnEZFRq+q8+P1+whfFu2a4dml4AZGtpk7XlzeQXuaOiwiqSlH6EmITo1rs9y0OI9nvjkr+lVqG9GtoMY2hvtZLUn4WEeKOIoF1WkNDbjnhEav6VuqLfaRXueOzAlAalU9kj5ZzBPzzw0nqlBV7uyerQL9p6E7V3XtefNE6Hbvgwou7xWvQmojcBFwI3At8T3BCwI7ABcADqhpyMfSQC8eJyK7AMUAfaFnaVlV3D/U8xhhjukZGRW9oPfLZRfNsYyUBFie02BfvUJa2REk0UcvbKB7motcw1ZcFC1ruc9NrKCJklvSGEqeTrFmipMDClvviwVXvc4zEEbM0rsU+N73PAKkN2av9W3TTa2iM2cBszfPVqOo1IlJMcBT6igb5MuBaOjAfHUKcky4ixwJTgSxgN4Jz07OB0cC8jjyhMcaYzqeqLNeFVPRaRsxYH6Ux+U5HWk2ZFlG/WQk9j04gbg8/+bLEVfOAVZXilMWk7B9G7vhEdHQl5VrsdKwWarSK+mEl5BwRR9ZhMZRkLqVRvU7HaqE4ajkxu/nofWwSsbv7yVd3LQvYqF4KkhaS9n8RZB8eS1mPpXi13ulYLZRrMXVDi+l5dAIJeyl5sshVnxWAEi0gP2kBUTt7qeyZ53Sc1fjVxxKdS93gIqJ3baREC5yOZMzGT9dx68ZU9X5VzQWSgGRVzVXV+7SD/2mHWjjuUuAiVT0I8AITgOHA68DSjjyhMcaYztdAPSfecQRPvPso/333ReL6uGPYbnM9/pPIrZNvZPDwgZxy/knc9cENFIUtdzpWC2MO2YLd9x9L/yH9uPOJ29j3mp1dVdyujCLOuupUNhs5lG12GsPbP7+GZ6sap2O1kLF9PIefeAh9B/XhzItP45Z3rqZQlzkda6VCljL5/fvZdZ+dGbnNFrz5/WvE7OJ3VSM4fVwMdz51C0M2H8RxZ4znwU9vpzjKXV+/RhzTnzd++i+PvfwIW+27hdNxVlNBKTf/72ruef4O/vfRqyuL3BljzIYmIlsAewG+pttRIhJquzt4jlB+CYlIDbC5qi4QkRJgrKr+KSKbAVNV1fFJUTYn3RhjVtlDDmUx/1JPLZ/N/pBTDzqLqFnuWt+7IGIxeD2kk8My5vPOrFc5/4SLCPwU1/7BXaRMi4glngiiaBhRxDNTnuLgwePJEXcUPWtUL9VUkEgKXho44PaxlJaWMuMO9wxyq9QywggnlngWyD/8VPQNewzfj4xCd8ybr9YKyiOLSPf2wIOHrS4czOAhg3j5rPeIkhin4wFQGLkEbYB0epDHQl79/VmuOO8avN+45+Lbcl2IlwYue+J8fvnpF+Y8WeR0pBa82sAyFlBJGUvq5zE8egz9xF1F7WxO+qah28xJz83VXhet25z0+Rd32znpqcCbwM4ExwwMUtX5IvIkUKmqE0I9V6gt+nIgtunnPGBI089xgDuq5xhjjFnJIx76ylCScUdxrrZkNfYmS3oRJmFEpYSRkJBAWb67FhFJkQy8AypI2TeMo884kilTppBAitOxVoqQSMIIJ2qnRnodksQuu+zCjK9/czpWC4mSQmNGLUl7C/93/l788ssvBIrcM1k5XpLo1TiQaImlkUZ69urB8uXLCQu9bE+ny/TmkiW5hEkYEUlhpKamUrrcXT3BPaQv2bRRw8ElIiWKfjKUePvaasyGY8PdW7uLYO95X6C22f7/AXt35ESh/gb6AdgF+Bt4D7hHRLYiuGb6tx15QmOMMaa5wvAl3PDU1dx7771ELEpwXbGp9MHJ7Hvo3my55ZbcddddhBHW/kFdqI4adthrV4YNG0ZtbS1lhWWkkND+gV0opkcYex8yjhEjRvDJJ58QHoh03fvcoHX0ODCePffckxN3P4N0cV+Ds8izjKsem8jkyZORuTGuew2NMZuY7t3gXhd7AQeq6uLmK4YA/0LH1m4NtZF+MasKid4AJAD7E2y0r9s4B2OMMZu8Qs9SJj51DrNnz+bzu34kVbKcjrSamg/DePbDNyjLepBvZ33Jdm+OJbdxkNOxVsqkJ59e+xPv8RW7XDyKkyecwH/P+YBolwzVBgj/PYUXz3iHgrCHmfLbS/zw6c/4vnM61SoNWk/yPmFce+O1nHLwmaSV9nJdA7hQlnH+Y6ewfPly3r/5K9Il2+lIxphNmKitk96GVGiz4EUCEOjIidY63F1ErhORHYGlqvoXgKrWqeo5qrqFqh6uqu6qXGKMMQaAKi2nmuDw8Xp/HWVaREA79DuiUxXKUi568gyKioqYfMUzgLiqKFujelns+ZdaqvHjJywy2IOufvd8KymVQvJYhA8ffnxERkbi8/nwhDybrXOpKos9/1JJKX78EAYREREEfO75d+jVBpL28nDLnTdz1IHH4J8fTgUlriocVyx5nP3ICdTX13PvhEfw4HHVZwWCa7lXUAqAP+CnVAtdtdKAqlKhJdQ3jUCto4YKLXU4lTEbOZV127qvX4B92th/AvBjR07UXk/6+QTXdasRkW+AT4FPVfXPjjyJMcaYrjdofA63nXoVubm5PPDcPUybNo3/Xvyua+apjxk/nGOPPZbvvvuOZ794DIBbr7mDgEt6WGuo4qqnLyYhIYG6ujq22WYbLr/sCjL8PV3Ty+rp5+XlKU/yxx9/kJ6eTs+ePTn98LNJkBynowGgKAdO2Js99tiDwsJCRo4cyccff0zRD1WkiTsKBOazhNdf+JjS0lIeeeYhAL799lvev+Zr4klyOF3QiMMGcNppp/Htt9/y/BdPAHDnTffg/cLhYM1EbtXIA3fdypAhQ9hpp51YdvQyztzzQvrijuJsXuoZe8kY9t//OqKionjpi6d5++23+eW+eURKlNPxjNk4uedaplvcALwlIr2AMOA4ERlOcIr47h050Vqru0twMP1WTSfdDdiJYAG5IuBz4DOCjfZF6/CX2KCsursxxqwyznM4hQmLiUhY1aPa2OAjuTjHNV9Ii2KXEp7ccl+gJIy0Bpc0MFVZHjafHiOziIgKY/msAhJKM4hxSeMSoFarqE4vJXezHGrKayn+u4JMfy6ejq300qkKdAlJw2JJykggb14hYctiSRL3rDRQpeU05lTT/CVrrG8ktaQX4RLhXLBmimKWEt6qXqGvRMhocHxxnZVKI/ORdF+LfR4Xvdfv1b3IjTfeiM+3KmNERATXX3894eHuKRJour/uUt09uleu9jov5GLlLcy7fEK3eA3aIiK7A9cAWxMctT4duFZVv+zQeToynEtEwoHtCDbadwe2BSJU1fH/3ayRbowxq4zzHO50BGOMcQ1b3sy4RXdqpOeeu26N9LlXdN9G+obS0UvtAaCRYGn5FRPK3LUQpjHGGFSVpTqf6v75JIyD0th8pyOtpkiXkzCOlVvETvVUqruWlVJV8nUJceMC9D4umcYtSl01zxaCc6oLUxbS65gEsg6Npjy1wOlILZQn57d4n70jS/Fqg9OxVvKrn/rhRS0yVmS56/NSJkVE7FhP7+OSyTwkmvy4ha6qLwFQrHkUpS8ibnc/lbnuev2MMZ3ElmBrQUSeFpHj2tifKCJPd+Rc7TbSRWQzETlPRN4GSoF3gdHAFGC0qrpjXKIxxpiVGqjn5DuO4sFX7uX5Kc8Q1zvS6UirqQmv5IU3nmWfQ8exz6Hj2GGvbamjxulYLRRFL+XeqZM45pQj6d2/F3sfuSdVbRZudYaqEjvWz+vfv8RmWw5j9PajSN/aPcPxAbJGpHLfE3evfJ+HbTMIH41Ox1rJRyPjzzmKMy8+bWXGuFx3TAlZoTGzhhPPO45efXuw614788YvL1OWudzpWC1sOX4Qr3z9PA8+cz9b7T3C6TjGmM6mqyq8d3QLhYjsJyK/iUiDiCwUkXa77UUkQkTuEJE8EakTkW+blg1v/pjTReQzESkVERWRndo4z7NN97Xe2hs9fiLwpIjc2mp/DMHicSFb6xOJyHIgGvgG+ILgePrfO/IExhhjul4kUTxx6Ys8wGN8NvsDp+OsUWlpKVefcQO5DCSOBDJxzxxbv/rZ6cStWLBgAXec/gDp5ODDR5JLCu8BFLCUp25/gDNOPpOy7xqIJYEAfhJcUthuhT/++INbz7iHDHoQQzyxEt/+QV3s0UceZf7bBcSRSDQJrikOCJCYn8k9Rz5BPEkU8ym9P+zNkB0HUPyWe0YkTH/pbw586SgueeJcp6MYY7pKJ/WKi8gY4G3gbuBoglOsJ4tIrapOXsuhdwLHAScB84FLgU9FZJiqrhjiE0uwttrLwJNrOdc3wBHNd6iqbw2Pbe5Q4HERGQgcp6r1IRyzmvZ60qMJ/poKAP6mzRhjjMt5xEMfGUwyaU5HWSNFSUtL48WPn+GiF04jZic/jbin0VFHNbvtsRtFRUXc884tnPfSiSRsE4Z2bKnTThWepeTm5rLDrttzx8fXsd9NO9GYWOt0rBZ86mP06NE8MfUhTnrkcBqHlLtuqDbAlVddyS3vXcV2F25GWYS7ZvJFSywN4XWk7BfGiGP7k56ezpwf5zkdq4Uc6eOqi2zGmC7QecPdJwA/q+rlqjpTVZ8FHgQuW9MBIpIAnAlcoarvNC0ffhLQ0LQ/GFn1PlW9mWAB9LXxqmp+8y2k5PATwYsKg4AvRSQjxONaaK+RngbsCUwD9gO+F5F8EXmlaajAwHV5UmOMMSYyEM1hBx3GtWfexIfvfsxzrz9D48AKp2Ot1EA9vXv3ZuzYsdx40a387+U3eO5/T1OSsMzpaCul9UolJyeHhoYGLjvxGjIzMzn6moOpU/dMGyheUMpxR5zA1WfcyJzZc3ju3acoiFzsdKyVwgjjycefZMIJl3HPdfez9z5785/LdsO7bp0fncYbUcMu++zEkUceyfz58wnUOZ3IGLOp68Th7jsCH7Xa9xHQt2l5s7aMAaKaH6eqfmAqwRXKOmqbpnbvAhGZ0rSUWnu06XmXEPw7FAI/Ax2eA7TWRroGzVDVO1V1XyAFOAz4BzgG+FNEHF9+zRhjzManp/aj8dM4EhZmM/+1Ar744guG7+SONZUhOGWgsKCQ1199naR5PZj/fh75+fnkjnRPKZby/HIA3n1oKun5vXnr+XfZbbfdqMI9FztSlvXCMy2ZhAVZfHL/d3i9XrJHuGfKQLhEkPJbP6JnpeH5JYlH7nqMvffemyrKnY7WQk7dAP53/lSu/b/bqaqqYufx2zgdyRhj1lW6iExvtp3e6v4coHXPdX6z+9qS0+pxzY/r6C/uj4BjCXZWnwYkAD+LyObtHLdyopSq1hBcH/0NgjXdOqSjS6e1Vd19TVczjDHGOKhSy6huaqzV+WupUR/JpLtmDe18zyI8/nDiSKA0soDhw4fz+vNTcMtk4Fji+eKLL+iZ25Pv+J26qCp69OhB6fIy4sl2Oh4Adcv8/PXXX2QOTaHm9yoG9s4iPz+fSNxRKFBVWRI2h3h/MpFE4cnxkZ2dTdnyclJxx7z0aq2kLKyQZH86PhoZPmwkeXl5RBLtdLSVCsKXQCPEk4yXBuLj4/H73DVloFarqaQUAJ/fT4kWkEgKEeKOf4vGGFcpXo8l2NZlJnyHjlHVV5rd/EtEvibYSX0+0PqCQnM3ANXNzqPABBH5A9i1IxnabaSLyGbAHk3brkAiUEawkNxFtD+e3xhjjAOGHteTe864gd69ezP55Yf47rvveOGCN0l2SeGzvvtmcc011zB//nxGjhzJF198wbyP8siUHk5HAyBMwvniue+4Z8pt5L6SS79+/XjiiScIzItyy3UEsujFNZdfy/1P38Off/7J1ltvzQWnXUSSi2oRHDxxX/baay+Ki4vZeuutmXTTJKLyEl3zGpZTxHPfTWbp0qXExsbSr18/zjjmbOJJdTraSj12S+bGm25k3rx59O/fn9LSUr558Scy6e10tJVitg5wx733MHDgQHbddVfyTsjj5F3PoR/uGR1jjNnAOm85tTxY7Wp4VtOfa5obntf0ZzbQfE5V1lqOCYmqekVkOtC3ncfdsIb9zwLPduQ5JdjAX8OdInlAJlAHfEuwQf4Z8Kuu7UAHjBkzRqdPn+50DGOMcYVxnsPJi15IWNyqllDAFyC1vAeR4o7lpUo8RYTn+knvmUzBwmLC8xNI8rincemJjQ2uk964gPQRMVQWVhNRnEpimHsySmICXn8tpWFzyegdT/78arI8Qwn3uKf3cmn9LFJyw4hLiCJvYTlJgf7ERiQ7HWul+qJlFIUvpOfQdLx1jZTMqyVb+uORMKejrVRasQBfdi1Z/dMpWV5O40JIIxsRl1zpAErC8/EntSz8GF2cSKKkOJTIdIapgdedjrDRE5EZ69GL7BrRPXK17xntrorWptnXT1jrayAiLwN9VHXHZvvuAI5Q1b5rOCaR4Bzw81T1iaZ9HmAp8LiqXt/q8X2BBcDOqvrt2vKKSBjwJ/C9qp7S6r5jgP81NeSPWctpVFX/u7bnaa69nvQngE+bArlnUVNjjDHtyqnvC61rX7nnOz3pnhxYBr5lkEZ8+6VMHSAi5ET2h9nBSqq4p922UmRYLNlsAYuhZ0cnsXWBXgmbQzlQDjlhuO41jPLE0iuwGfwTrDjUw4X/DpMkDQrS8BVAEjGu+hyvkObLhpJWO12Y0xizAXVel+29wDQRuRl4AdgGOI/gKG4ARORg4FZgD1VdpqqVIjIZuKWpo3kBcAnBNcofa3ZcNsHe9hXD9gaKSDWQr6r5IhIP3AhMAZYR7LC+BOhPcJ56ay8SbC8XNv28JgqE3Ehvr3Dctar6tTXQjTFm4+LVekqzl9LjyDh6jU+kok8eDS6rVh3QAEXxC8k8OJy0A4Q8WYDLBmlR46+krt8Scg5UvIOXUeUvdTrSavLqZpOwVSFZYyvJ09/xB9z1K7vRX09p9B9k7lBC1JBFFNXOdzpSCxX+YiLGlJK4S93KTUYVUulv3eJ0TpkUEr1rI31PSiHniFgKExcRUHetilukyyntsZTEvaGqb6HTcVbjUx+L5V8CoypJ3tdDsea1f1AXq9Qy8pMWELe7n/oRxfhd9h4bs5pOWoJNVX8GDgL+A/wO3ARc1WqN9CRgCBDRbN8lwDME1z+fQXAZtHGqLT7wZwK/Au833X6m6faKZdr8wGYEG+n/Am8SvIa7g6r+0kZWj6oWNvt5TVuHLlG78HqxMcaY9ZXPEh558z42Hz2cgUP788Y3rxC7s7u+8JUkL+b5rx5n+MjN2HqHMTz0ye3k454FQ/zqo9e+ETz43F2kpCVz/V1XMuzINBrV63S0lQrq5nHd46ez/0F70zM3h5c/fpjKxH+djtVCY9ZcXnr7EXr0yubI4w7h5Gv2pKJ+vaYHblD1gRpG77gFu+69I7vuvSPnX3o251x8Bn71OR1tpcbMWo469XAystLZdudteGPGf6nIcc9rCDBy/GCe++gJ7pl8F6P3DGWloq5VSSk3v3oN19x9BS++8byrVkBYIXqE8ubPr3DTvTdw9BmH48c9/waNaU3o1CXYUNX3VXVLVY1S1T6qek+r+59VVVHVhc32NarqpaqararRqrqjqk5vddz1Tce13q5vur9OVfdpOkekqvZU1QPaaqB3JhcOjDPGGLO+UsnkpB3PJtMfXICjqrKK/Q7bhynffOqaOenbHjSS33//nbev/YpGbWDoO0PZ7D99KXu//WO7QpmvgGvPu4rrr7iJmm/j+fb9q3n9kxfY96Wj6R01zOl4AKQOEoYPH87B251FdswAIiJeY69Dt+f7Z4oI9zj/PjcGGjjgiHE89eRT/PxKFW8/+QTv//QUL05+C2rcUSE/M7w339w7F5hDmb+ASa/15fX/TiE5LNPpaCsl5mfx0LHPE0cCJXxN/w/6M2i7/hS/1dD+wV1kxkszOeyl45j4xDlOR2lTAslcdfgkKihhUf1cp+O0qeZPPwcOOpqxZ23LZsPd8X+MMWbtRGSHUB+rqtNCfaz1pBtjTDcUL0n0DPQnQiKpo4b+A/qzePESwl10bTYqJoqqqioiiSRSovA2eBkwrJ9rhrwH8BMTE0NDbSMiHhoqvfTp04fYLPdMqo6KjqC6uppITzThnijq6+rZdtttqfVVOh0NgID6iImJoa6unnBPJOESjd/vZ8Dwnk5HW0lEiPREE+mJITo3wOjRo/nl/dmuKsoWLTHUhVWTfkAko08eQlpaGrOnzXM6VgvZkksG7liZoS0REklvGUQsCU5HWaMUyaCH9CXMJctkGtOuThruvpH5Fvim6c+1bd905KSu+19ARNJF5FERWS4iDSKyQETObP9IY4wxrdVqNUPG92CLLbZg6uSvXVWxesanv/N///d/9DsihcFHZ7Hr2F1JTEwkgDuG5SeFZTBlyhTOu+xMEnap4YKbT6ehoYGElDino620bGYl0dHRjD1uCEnbFHPCiSeQkJiAL+COHtZITyyfffwVZ551Bkmj8tn3pBH06tWL2Dj3rEG+QqN62fPwnXj55ZdJC/RxOs5qGiPr2GbXMfznP/9hyZLguunGGOOYdRzqHupw941IP4JF5fq1s/XvyElDaqSLyHwRWW3NGRFJFpENVgGmqZre18BA4GiCxQCOIbh4vDHGmA6o0xpyD0vm/AvP5+yDLySjJtfpSC2Ez0nmuINOov/g/mRmZfLqq69SkFdAmLijtz/KE8MnD8zgxedfYsyOo5gyZQq1tbUULCpzOtpKWeFDOfGg84iMjGDzLYfx5JNPsmDBAqLD3dFbKCIU/BLDJROuZMutNqe4uJhp06ZRUui++cAFvoWccMIJfPi/T4n2xDodZzU5df159+KvmXTIfZSWlrLL+G2djmSM2dRZTzqquijUrSPnDfWbUF/aXjQlCtiQY9YuAWKB/6jqim6AhRvw/MYYs0mo1zp6HBzPpVdcwmH7HUliQSalFJKqma4Zxuulnqrfavjgt++oSSvire/O4Ll7XiZhg/5aWT8+9fLvO6XMfPsztji0F19++SXx3nTXVHTxBbzUFgvfPLeYct8y7nv5ap56/FliwtKdjraS11/L8l+Ut3/7g8heRfTq1Ys5M4roEe2uodGDd8umuLiYkj+8ZEW0//iuVBixGL9XSSCZOmpISUnB63VXV3qNVlFBcPUDn99PseaRSKpramCoKmUUUUs1ALVUUaqFpIp7ag94tZ5KyvBrFgClFJCoqcRKvMPJjFmDbtbg3lBEJAfoA0Q236+qX4d6jrV+zRCRXZrd3F5EmncfhAF7EVwgfkM5lOCY/Xub1r6rAN4FrlPV2g34PMYY063ls5gPnvuOgoICXnnnJQA+/fRT3rvqa+JcMiczP7CYKdNfZOHChQwaNIhbb72NsAVJrlpbedgB2ZxyyimoKgkJCVxyxtWkhvd1OtZKFd4Crn7kVKKioujXrx+ffvop876qJSPGPbPZonPLuO3eGygpKaF3795MuOBSMiM3czpWC9X+MsYfeTAvPv8SGeHuGnECkL1rCrfedgvz58+nf//+LFmyhG9fnE4WvZ2OtlLcNnDfgw/Rr18/dt99dwpOLeC4HU6nH0OdjgZAA/Xse9XOHHjgXURFRfHWj68xZcoUfrhjpmsuJCyTBbz8w9NkZmYSGxvL1ltvzWVnXgm/OZ3MmLZ1w6Hr66VpDfb/Aiva0ELLSxkhzzmUtRXoEZFAsxO39bWpGjhbVde2cHvIRKSu6XleBR4kuMj8Q8A3qjq+jcefDpwO0Lt3760WLXLP0j3GmO5tnOdwpyOsVZWWU5XQcp1n9QXIruvnmuHkjYOyKffNJLNXIoVLq0kJH0ZUhHt6jPyJ0RSXzSYuqYLwiDBKCiLITBvuqnn99QkeipZ/T8+caErL6gmLHkxcgjuqpq9Q0ZCH1M4lNSmGpcU+UnqMJizCPXPSE39ZTr2vmqLALGIC6aRH93U60mpKF/5OfVolmf3SKcsrJ7AsnFSyXDMqBqAkLJ+GmJoW+xKq0kiQZGcCtRLQAHkx85HwVa9ZwBugR8MAPC4p1FappVQntJxOE1UTR5q65zM9NfC60xE2eiIyQ1XHOJ1jfcXk5Gr/Eyes07H/3DahW7wGrYnIf4Fc4DyCheIOALKBa4ALVPWTUM/V3je1XIKN5sXAaKCo2X1eoFg3bBleD1AMnKIaXKBURCKB10XkPFUtbf5gVX0ceBxgzJgxdi3HGGOaJEgyCdXJq9/hnu/0REckkh2xLZRAdozTadqWnjIk+IMfst0zgnwlT1gEWbm74AMSM5xO07a45J6Q3JN6IN09NfdaiA6PJxf3fl9MlFQSS1OhFFKId9XneIU0fzZNI8lXcVFOj3joWT9w9TtclDFRUkmsTnU6hjGhs9ZXa2OBg1T116bO7iWq+rmI1AJXAxumka6qy5p+7KpLjHnAwhUN9CZ/N/3ZByhd/RBjjOl6ZVqEL6uOgaP7kL+kgOi/MlzVq+XTRnRMFTk9V/XALPhpCQn5WQ6maqmmoZRy32z6D8ukvqGO+iW5xEQm4fXV4cn6l4zMVa3iBTPLSGbzLs9YUPIXsYnV9O6bzpKFZcRHbA1AcflfDN1i1ZWF6qoaipZmkhDXtT1evsY6Cpf9QL8+CSQlxDBrQQSpGYMB8FZ+Q5/eq17DhYuLiUrcuUvzAVSWLISaBQzsm0pRURn+lJ3xeMKoLltKbmI+8XGrirT9scBHSs4WXZ6xtH4pmSP8ZOamMHP6YiJL+xDjkuJ7AGVhReTulkZmnwwaar38/vHfpJT0JMwlozpUlcKERWw+bjAJqQks+GsR5T94SRL3NDh92khexEJ6j8ohNTuF2e8sJl1ynI7VQoWW0pBexcAxfSguLCHsl2TXvMfGrKYbFoHbAOKB/Kafy4F0YA7BSStbdeREIY95FJFEYFsgi1aNdlV9viNPuhbfAGNFJExVV6zB09SNYQXkjDHukbFTPHc/9giBQIC3336bz6/+BXFRl0wjXk45+1hSUlJYuHAhAEvmLV31q8MF8ir+5qNpT1NUVERNTQ1Xnf48MZFJNPprOfvM8URERLB0abDsyeIFH0F912fceqckzj77UtLT05l0020sbFprxBco59HJj/Hss88G/y55eUxdkEdwVFvXqSxfxF23nklcXBzbbLMNo7Y9ZmUjfcfthnLQQQcyffp0AMpLP6WuS9MFZUTn8/Cjd9HY2MjUqVN5/as68IRRX1PCHQ9dy9dff019ffDNnfH3p12er6axnL1OHcIuu+zCu+++y+QX7uKqy66jcWa8ay68NabXcOAxJ/L333/Tc3hPrpt0DYfvNJ6UPHcUWaymgvPuPp3GxkYWLVrE3Y/fwdNPPc2M++cSJe6Y2lBJGTe9dBXJycnssssuDI8eQzruaqTHjIDnX3ue+vp6pk2bxqu/fERY6FNYjelyNid9NXOBAcAigquTHScivwDjCY4WD1lIjXQR2Qt4BUiG1RawVWBDNdLvAo4AHhKR+wjOSb8LeF5V3bPmjTFmk1f4bRVHDj+J/S7djcRE9/S4tfbY5MdY/nEF8SQRTbqrhnZmJw3joF0vYMCoWM694PTV7n/0kUcpm5tKQnQmcREjHcn+8zcVjP/iOq664cjV7isqKuLWm54gN3tb4uOySUse1OX5EpJymXjlszTULeWv3z5rcV8gEOCdd97hvanLiY3PIjp2e0e+7hfWZnDgCZPYf6dsevVcvaL7TbfeQ1KvXYhL6kFG/13aOENn55vLxRffw9jRB5AdGM0teXdyxjmnMOm0F0iJdkcjOCk/iydOeoUY4vmUHxgyZAiDtxtA0ZsOXLlqQyzx3HnmQ2QFehFFDH98fwW3PjCJz+8/m0yXrNaQQDLXHHEr5RSzqH6O03HaVPtngMOGHc+uZ23DZsOHOR3HmPZZI721Z4DhwOfAbcD7wBkEX6nzOnKiUIex30uwynqOqka02iLbOzhUqvo7sB8wBvid4F/0TeCsDfUcxhizIaRKJtnSG49LetrW5Lbbb+Pezyax86VbUhZV4HScFuKj0umVMpLIyLYrK991913c+cyZbHNgLCW187o4XVBW+uZtNr4D6qNHjx688c7jXHHj/sSmzsTb2HpCbueLiIyjR5/tiYlZfVixaoBTTz2Vxx44gyMPyKambEaX5wNIyhhARu4oPJ7WXzmC3+5ee/kZ7r76UDbLXEZN+bLVT9DJxKNERETgrQsg4qGxoZExY8ZQ3VjS/sFdJEpiqI2oIuvQGLY9YzgpKSnM+nau07FWCpNw+uhgoiUWH43kDu7JvHnziMI9xSYiJJJcGUAs7ilO2VqypJMjfQhzSSE7Y9ojum5bd6WqD6jqg00/fwkMBQ4HRqnqox05V0fWST9AVTv9G56qfgZs3dnPY4wx3Vk4ETx8/yNocTjRCZFcc+8VhIWH8e0tf7pmuaE1iQiL5p677kfrEoiJD+f6Wyei+hG/vd9AeJg7sodLEgf85zCKC5Uhw9N4+tlHOej/TiWSbZ2OttKXX/3Mdz/MwedXTjlhPy696HDuePA7EpPdsWxXZEwyp595LuV1MWSnRfHIA7dx2ZXXU6hduwRacmQv3njjDS668QSmfvQlp5x+EgkJCTQGGro0R3u8YXVssfXm9OvXj/z8/NXHNbqAX32wdQ0TL72Ykw46lUTcswa5MaYTdOMG94agqkuAJetybKiX6qYD/dflCYwxxnS9CIkk5Y++pC7vRezsTJ586Gl23313aqh0Olq7IsPjSGvYg3TPNsTVjuapJ15gt93GUt3gnp7NzNRReBp2IDNpRxbNSmTatGkMHb76UG4nJWYfQEzKLiSk78rjT7/HuHHjqCpfp+8KnSIxrS+asR9JvXejJmZbnn32WbbZagR+f2OX5kiOyuGey17ih+9/YMTIoUyePJnFixcTE5bYpTnak1Pfn48v/5E7j3yUgoICxh67vdORWvCrD//oCh597kHOPP4comamuWZOvzHGdBURGSoiZ4vI9SJyY/OtI+cJtSf9JuBOEbme4DB0b/M7VXV5R57UGGM2dvVaSyXlBDR4/bKI5SRoMrHijqGUlVpGVXQJ8fUpeGlg2y12Y8mSJUTijiJOAD5/A6U1i4hsCABQVrOEMIkgoH6qfUuJD++F11fDDpttweLFi4kK7/r1u6prCymvXASMxufzUlg6k+SEPpRW/o0GIomLyaCydhYjRkzgqcdXLI/adVQDlBX/S21NsB5NTVUBZcVziUvIomj598QlBpecGjIwncWLFxMZ1fX1E7x1FVSXLSHQOzgkvyx/FnEpvWisLaS2uoz4lD5Uly1hq2OP4auvv8Hj6do5zKpKQ0MDf39Yzc++7zj2kt3573//S2p0ry7NsTZFMUvw1vpIIJlqKsnIyOD3X353OtZKAQ3g27KMx158lBOPP5Ga6UoYtaRoOhGywWZFrhdVpZQCaqkCoIZKSrSAVDJdczGhQeupoJTBGhyBUEw+SZpKnLi37onZhFl199WIyDnAA0AFUEjLV0iBa0M9V6iN9BVrur3Z6smk6baVnjTGbFIq0wp4duoTZGVlERYWxn777cfZR1wA89zRSC+nmNd+eI5ly5aRmJhIXFwc5xx9PrG4Zwm2wqq5THrkZDbbbDOysrJ49aN7uPXmu/jtm2W8/eWjzJ8/n5SUFCIjIzn31KtIjuz6dayTs/N45Jkb6Nu3LzvvvDPLli3jpPGT2Hx0DNdeezWLFy9mxIhL+e9//0v+knhSk7o2X31tKUcfPJD997+A+Ph4Pnz3cV588UU+/mopt910JsnJyQQCAQYMGMC5500kLbPrX8Py5dN57ZlbyMjIIDIykt13351zL76B8EAdb7z2EDNnzqR///7MnTuXqdOWkNq7axvHjYEGjjhvV7bbbjtSUlJYvHgxt1/yFBnhm3VpjrXJ2D6Ru+6+k4ULF9K/f39mz57Nty/MIAt3TF2opIxJt19BWloakx+fDEBxcTEX7HU5PV0yELOBOv7v2t05+OCDiYqK4oNf3uL111/nu1v/IhJ3TKNZLgt4fcYLpKenExMTww477MDFp14KvzqdzJjVCa6qResWVwBXAber6npdwpBQjheRXdd2v6p+tT4hNoQxY8boimVmjDGms20tu1MZ2XI1jXhvCqnijjmYDVpPYcQSsoakUV/tpXphAzn0dk2PEUDF2IGU5P8CzX4PRUankpg6kNKCX8nJjKampoGahgQyemyJdHExpcLREdT8+ye+grwW+6OHboGvqpKowiVkxsWwrKoWz6DNicro2uXXALSxkcqfvkT8q15DjYggcasdKf/tB3pFgOBhuR8SRmyNZw1F+jqTf9Yi6pbMarEvMrMP4XGJNC79h57JsRRV1tGY3JOE3CFrOEvnyXlnEUtr/iGlTzjehka0OJnUKHdUJF+hbOk/VCeUktk/lZJlFYQXx7jm/xqARvWyPHwBrT+i6d6erhldFNAASyPmtqxa5Rdy/YNc8/9ipZZRHlnYYl+sN9FV67lPDbzudISNnojMUNWuv2K6gcVm5erAYyas07F/3jehW7wGrYlIKTBGVeev97nWs5HvGtZIN8Z0pXGew52OsNFr2NfdNUILR0c4HaFdG0OV3Kgyd4fMeWeR0xHa5VtmswqNO1gjff11p0b6oKPXrZH+x/3dtpH+ADBfVe9b33OFOtx9xRPnAH2AFhOMVPXr9Q1ijDEbk1ItJCy3kX4j+5C3OI/I39Nd0xsDwfmXS8Pm0WtUNtl9M5j1yTxSqnqgqhTGLWH4XgNIzkwif1ERCz/Kd6SnpqxoJn1z6umZk0JNbQPT/yglvcd2eOsroOFPRgzrgSfMwx9/L4OoLYiM7tpCXur34ZvxLdv1zCA+KoK5hSXMTe5JTI/eBBq9yO/fs11OKo0+P1+X1BI3avsu/zdQn7+MHoULGd4zA39AmbYwj8CW2+OJjEI1QPVvP7JLRjxJsdHMXFbA8oGjCIvp2rn9VbN/YlRmFBlJsRRW1DCjVEgesCW1hUvIrl3MsN6ZNPoC/DAnj/DBO+CJ6No5zKrK4trf6TEkkZw+acz+sYA032AASuqXQFoF/Yb1IG9pPrF5wxz9nDdoPdHb+5AwqPs2jChxxxJnAQ1QkrqEzfccSnxyLItnLqXom1qSJc3paCv5tJH8qIX027oXyZnJ/PPGAjLEXcUey7UYf049A8f0pTCvCM/0RMLEZpQaF3P3NVgnTATeFJHdgD+AFpVQVTXk4nEhjR0UkWwR+QJYCnwHfAl80WwzxphNSuZOCTzx7qNcNekK9j58HOqy31QN1HPSzUdxxW0TeeSph4jtGSwY58fHoZfsx277jCUqOooLLz+P4+85lCot7/KMA3qUccpJRxIbG80eu+/Ms49dTmn+DAqX/coD91xNz57ZZGakMeXVR0mK+KfL89UXLOeqIw9kzIjhxMXEcP8N13JgguKrrSbs1+949/476JmdzRabDePly86j8s+uH80VN/9P7rx8AqlJSQzs24dPnnyImD+/B8D7y7e8dcOl7Lzt1kRHRbHt0IE0lBS2c8YN75BRuew/bixRUVGcfsJ4rjtyLDV5C0gsnsXNl19IcmIiQwcN4MPnHkTm/9Dl+RoD9Rx90Z5cdcsEHnj0XpJyVo2gSB+hPPHqPVx1wyXsfdBYlECX52vOO7iMp197gvMuPYcG6h3N0lwNlZx1yylsvcNWxMbFcssDkxh78VY0aJ3T0VaqpIzrn7uCc684m2defopqF650ETvCw/OfPMFl103kiJMOwY/P6UjGrJ2u49Z9nQrsA4wFjgaOa7Yd25EThTonfUXJ2vOAb4ADgGzgGuACVf1kLYd3CRvubozpSmNkLF4a2PfSXUlMTODzq3/B08VzptdGVVnOQmqp4pPZ73LqQWcRNSs12GvIHDLoQQxxFOYs5Ku/p7Jt6lj6yOAuzbhki3CiYlJITOlDwdKfefO/N3DRJTdSUt2T6oqlpOdsgQb87La1l+TkZN78tJ7w8K6bU5033E/Frz+QuPlWhMXGMeDfn7lu4kUcet+THJKdwPChQ7j9j0U0lpXy9EmH8vAzzzFrwFZdlg+gbuFc/HW1xA8eTkNxAdduvxkzfvuNTyKzOUjKSE9P565PviU2tx8SEUlUehbi6dqeucqvviYhdzDRKVmU/vwhs796h0G7H0JUZh8CjV4S+wyjrmgZNxy6LV9+8x0/StcWGst+eyHLav+h1lfJm98+ycVnXk34kn4AlDYsxeuvY69TtyAxMYGvH83D40DPpm/Zcgp0KTe9dTlffPEFu+++Ozcf+ACJktLlWdriVx9LmU82vYkkirAd67jj4Vs4fuRZZIo75vf7tJECllBGMQvr/2V49Bj6yVCnY7VQoSXUUcsuZ41hs+HDeO3cj4kUdxS1W8GGu6+/bjXc/ch1HO7+YLcd7l4A3A/cur6F40L9RjkWuFhVfwUCwBJVfZlgBbur1yeAMcZsjFIkgyzphcdFQ9ybExF6Sj8SSF5tfx8ZTKzEEyDAwNF9mTNnDtHEdnnGzJ6jSErti4gQE1lDamoqRcW1xCVkk9VrDGFhkVRX5jFixAgWLlxMWFjXzhEPi4omdbuxhMcn4K+rYUCPLObMmUNEYjIR4WHU19fjiYzCExmJAoN6dX1jJLbPQBKGboF4wmjMW8KIESNYUlCMt7iAsWPHIiL879qJPHToOPrnzyHQ2LVrkANkbLEz0SlZqN/PoIw4Fi9ejEQnktBrMEn9Nkc8YXhLljJ8+HAW5xe3f8INTEToFTecxMiM1e5LjepFduwgxz/nXm1gqxOH8uOPP7JkwVJHs7QlTMLpI4OJkmga8dJ/eG/+/fdfonDHcHyAcImgp/Qnhq5fyjFUSZJGtuQS5qILvsaskQbroqzL1o1FAa+sbwMdQm+kxwP5TT+XA+lNP/8GdG23gTHGmPUW0AC1gwu55a5JXHnh1WTg3NzMkrwfuOf2iVx//Q1Exo9Yub+mKp8dR3lIT0/ni+8Lury6+wr++jp6/zuDc846iztffI2ozB589fe/HHLIIexcuYT9Y31su802xMXGoAFnhkPXzJ/NhN22YcaMGfwanoSvpprc3Fy22GILjrvqJh588mmee+QhGn7/0ZF8qgF01pfcf/skLrrsKlIGj155X+XCf7j08N354osvmMvqDWUDdf1LOPHEE3nr7o+JDg9OXXF66H1bfOojbLs6LpxwIfde8wBJkup0JGNMZ7Lh7q29THDE+XoL9RvPXGBA08//AMeJSBQwHuj6y97GGGPWWUADVA3M58kpk5l4waU0fh/t2FD9kryfuP3Gk/nwww/56a8IomKSAaitLmDkoAqOOeZoLrr0AdJznBkVF2iop8c/P/DQHbdy4kUTqRu1EwDlQ8dw+JnnkpmeRiAQ4H//+x+FpWWIp+tfx5qFczhjeC45OTlM+ugb4voOIjwunry8PN56731id92Pv8ISKSsro2981w+dVQ3g/+dLnrt3EtfecBOLkobjCQ+OiqhcPIuzdxtKbGws9304g7icfl2ez+0aA/UcfuZB1NTUcOJNR3Lw0QcxfPhwRp420JFaEmviVx9sXcXDTz/AGceeTfTs9PYPMsZs1KwnfTXFwLUi8oaIXCciVzbfOnKiUL9NPAMMb/r5NuAEoBa4oem2McZsUuq0hgJdSkCDvVmFLKNWqx1O1VKpFlJBKQC1/moKdRkB9VPZP4+n3pjMRRddxNxPllBGEfUOFHgqzZ/BLdcdx7Rp03hlyo/U15VRXbmcuppithhQwamnnsoxx56Bj0RKCv6hq5cMDTR6yf7neybfdTvHHH8CiyITqZnzD/76OhorSlko0fw3v5avZ89nt91244vZ670saofVLpnPyQMzGTp0KOfcdDsBTzg1C+cQlZHNJ598Qv/eudQs+JeIomVkZWVRUFPb5Rn9M7/mubtv4MYbb+SH5XXUFCzEW1lK1dI5nL5jf3r06MGEm+9DEaqXzevyfAClDcsob8gDoNZbTX7dXPzqo85XSX7tnJWf84K6edT4yrs0m0fCee+VD3npqf/y+49/8vdff1NUVMSCmYsIxx3LBAbUj390BY8+/xDHjz+eoumVFJNPo3qdjraSqlKky6lpKhhXTQXFmtfl/6+sTYPWUaBL8asfgCKWU6PuK3BnzErWk97acUAFMAo4ETit2XZqR060Tuuki0gusDUwR1X/7PAJOoEVjjPGdKUtM7bhpS+eJiMjA4/HQ0FBAacfcg5xczOdjrZS31NSuOCC8xk8eDALFy7km2++4f5Tn+ScySdy9NFHs3jx4pWPPXSr8fRu7NrCcf1Oy+CRhx9g1qxZK/ddfuVN/DmrlPkzP2LJkiVUVwcvfLzzzju8NbWS6NiuGz67MHUhL552FMOGDaOgoACAZcuWceIjz0FZMVMfuYdly5bRo0cPbr7tNqZnDCI8IanL8gGk/PEd37/9P/7991+83mCD6KGHH+artMH4fp3GA+eeDEDv3r159NFH+dCfQGRa1/0bDXgbODlNOOecc1i4cOHK/UeccznZSXF8/s6rzJo1C58vWMX6vvsfYHpk1xbzynlnET32rOaiiy9i0KBBLF68mB9++IEHJ7yJN7aEF99/uMXn/IyjLyKxfLMuzdh8nfTMQ6I58vjDXVU4rlxLuPnjyxk9ejT5+cHZkcXFxZy128X06uJCgGtSr7XsdeN2HHLIIQwfPpy//vqLV199la8n/e6a4mwLmMlbf7xCamoq0dHRLF++nAtOnIDnl679f2VtrHDc+us2heMyc3XooetWOO7Xyd2vcJwE5+QNAxaprn+vzTo10t3IGunGmK60jexBMXkt9qWSSYq4Y05t2MB+LC7/Fa9/Vc+pIOQmj2JpxR8EtOXSPpnxA0mMyurSjH8PWEZDecsZUzGZPYlMSqNizh8t9nvCw0nbaiyesPAuy6djllLy/nQ00PL3ZOqeWyJhQu2n/5AlMRRE+YjfYzhh8dFdlm2Fgh/zqJ+5oMW+sMQ4EvfaDlWl7tfZZCwupyTQQNiOmxOR1bXrVqsq9Y/+TMDbcrmwhD5D8XsbqM1rmT08LpG0ETt0ZUR6vjaPJbV/U++vWblPEHrHjaDWV05Rw+IWj0+L7EVqVNfWcPDlF6z8uVCXUUMluQwiXLru87A2Pm1kMXNWW4oyhz7ESrxDqVoKaIDF/Isf/8p9YYTTh8GISwqAVmk5hSxrsS+ZNNIk26FEG5+N4SJCt2mkZ6xHI/2xbtlIF6AB2ExV567v+UL6311E7gfmq+r9rfafD/RV1XV7h4wxZiOVJKkk4e6iSL2TR7W5v3/qtl2cpG3Jm63593N0hnOF7FYIT4gh66id13h/0pHbUQ842ccVM7w/McPb7qkUEWJHD6VmNHT95YNVGTJGj13j/Ql9hnRdmLXIjR3e5v7IyGySI93VQAouaeaOZc1WCJcI+tO1ows6yiMe+uKuJddaS5Dk1VbkMMZsHFRVRWQebJgvh6Fegj0EOLSN/d8DEwFrpBtjNinl6QUM26MfSemJlBdX8Ptbs8msz3VNj0x9YxW+lIVstlUfxAP//LoIT1FvYiKSKKqZT0xWDX2HZLN4QR6xpVs4k3H+34yK95GRGEeDz8+3c5YRtvlOeCIi8TfU4fvnB8YO7oEH4ZfFBdQO3dGxCu81n//D9vVp/FGXB4eOxPPar2wev+pCQsDnZ3ZFHo3HObPgifp8ZL4zg16xiXzfN4booX2p/vIXBlQqAxLT+L2yiJoDtnYkW+3MH9gqM4b0xDgKyqv4uQySBo9CVan5exo79IwnPiaaWcuKWJ48kOi0rm0UqypLGv6k94hUsnun8/c3S0jzDgKgNGouQ3fMITElnvKSKv78bAnZnqFd/jkv0KWMOmrV89bV1THvrTzXjNwJaICS9KVsudcw4pJiWTJ7GXmfV7gmH0CjeimKX8rAbXuTlJ7E76/+65o13Fco0yI8fX0MHN2P/GV58GMiYRLmdKyVVJXlEQvI3SqLnH7Z/P3pHJKL3XURy3Sx7jEge0O6DrhdRI5V1WXtPnotQv22kwEUtbG/BHDPBExjjOkisUOEYVsMxe/zs9d+47j/g9tWG6bopILqf7np7kvJzEonMTGBl6c8TuKw4NDynlsI90y+gUsuv5BdxznTcAOILF/GLtuOQVUZ2K8vHz39IDrrewBS5v3IB4/fQ05WFrGxMfRLiHBsebOG5aUcm7Ql9998B4MjghWrY2oCDOnZd+U2+Z4HSFPn5rXqx9N5+NJrufv6STQWBIsFHuTJ4NbTz2fS5VexZaJzjaUDN+/FHjsHh7CfdMyRTDp6HDXL5lM59w+evvpcttt6DD6fj8fuuoXNvUu6vJBXozZwxAV7cOGVZ3H3/XeQlLPqfYzOrWfo8MHBz/m+e3DvK1dTUN/1xe1qqOLBx+5n0PABDBo+gD6DcvHS0OU51qSGSk6/4QQ2HzmcsLAwrr/jWva8dHsaHChIuSZVlHPVYxdz0rkn8MRzj1FDldORVhM3IozH3niQCy87j8OOPwQ/vvYP6kIB/Bw0cW8uvuFC7rz/djIGu6MmgnGGYNXd23AzsA2wSESWici/zbeOnCjUnvSlwPbAglb7tweWr/5wY4zp3vzfxvHJtz8SLhF8OPkW/qz6GV9CPbikwHt6XD8uOPousuKHoAS4P/AAe+07ljfvm03pX+GcedBt7H9K20N8u0pg6A489GcJEfGDqPzhL7bZZj5DM5L4fflCbjjtBC67/HJ+rI74f/bOO7yp6v/jr5OkaZruvUtbKIWyN4gsBRVFhgtxIC7cgoAs5Ss4ABFBnIATAQFRESeKgoDsvTfde4/scX5/BIEqW5pEfnk9z31Iz809903Gzf2cz0ITFoPCtz7eTsxH/wtpl4T9cJxG93Zj48aNp8ZrHmjNl3bHmx325UFuz8nhQIzNJQkQ5swCRrTqwezZs3nxxRdPjS/3qeab+TOZ3ft+F6g6zeKdWfiVavAOasB3r7zFkdXfMXb2FyiBdu3aMXDsVCLa92T2nLl0bt+Gw8dMKL2dF6DvJbz5euafzLf9wDfrP66981ACq46ko1Ko+WXBLHbn/4FV4xrjTqfT8eaLs0iiMYGEECniXKLjbGjxY9ZTHxJFPF6oGbdjAm+8P4Wfp60hwk1C8wMI5rV7Z1JOMenG3q6Wc1aMe2FI66fo8kQbGjdxv9B8BUq+m/I7S6Z8x6LNn7hajgd34Oo2uC+HBVdqoou94/kcmCGEMAArT47dALwJzLlSYjx48ODhv4KP8KUmsYi0a1Po3fJRlixZgqbaz7G07Ab4qkPwVTtMxnJDDs1b3MSO7TtRKbwJ8Yl3sToHKq0fhsPb6RjtS3hKCAqFgr3FNRgsVXTt2pU9e/Yw5uabOXHiBNM//QJjUHenhxlX/7qHmcPHMHTMcN6edLrjqFAIUCgxF1XSr+N1fDpvHoGdGztVG4C02Wi4/gThd7bnj93befGMfb7t0jBnF57zWGcR2tzhRZc2G40i/MnIyEBoA1H6BfH111/zxE0dOZq+n/4PDeHVN2agqN/NqfqEEMRqUykw/NNDrlUFUBl0hMbt69Gr+T0sWbIEb3MoODloQmInMDCQ37avoLS0lLnvfUje8mq3KcqmFCoSaACAWZpo0jyRQ4cOoUHrYmWnUQkvYkjEIHUXfrKLCBAhBAAKN0mb+jtCCKJJoETmX/jJHv5fIK6SAuRXCinlpCs118WGu78G/AJ8jaP3WyXwFQ6D/eUrJcaDBw8e/ksofSGhfjwpKSkYDAbsuCYc+3zUmEpoebM/8fHx/PHNYRRulN8IIA06EqIjadasGTqdDiUgzQbCwsJQq9XcOnwC69Zv4PXRw6jJOHTB+a4k5sIKBvo3ZcmSJVivcxgg0m7HbjldHdq47jADBw5kReZOlD5qp+oDsKzcxsujx/Hq0nn4JDly5KXJ4la9n8Hxuin2r+atKa8wfMwLBKW2QSiVHD9+nDZt2tC+dUvsdjtV1TrczTWj9JEkJMWRkpKCXq9HStuFD7rC+BFI7243M7DDA7z56kxmvf8W6lYWp+u4EFZpQd3ZxLDhw3hrwrtu0yLOgwcPdcDl9kh3r0t8nSCEuFYI8ZgQYqgQ4rJallyUkS6ltEkpHwAaAnef3FKklPdLV/xaefDgwYMb4LM/gnUT9zKq7wS6detGdGf3uiHVmctoeB0MHjyYkQ9PJsqnqasl/QNty658UxPEpJ+3UVhYSK/G8QhvLSUlJfyyeRcRnW7i+11H6NixI8YS53pvylfvZezYsaSlpTEsqgtNmjRh0M39CZy/C3CEwnfX1GPjxo3oW7umeFJv3zh8fHx4vMctPNurPyEhIQxPbk/N2p0u0XM2pLQj9q1m3ozXeGHiJLIiW6BQqYgzFXLffffx+PSPmLO/kk/nL2TMsCcxFrlPbQcAv/xUNs4uZPR90+jRowcRzb2criFSxKHeHk6irRHVayU///wzjdu5R2X8v7BKC4qOet7+8C0eHfQ4Pkfdp2icBw8e6gZPTnpthBDhQog1wFpgKvA68KcQ4g8hRNilzHVJZXKllMeklEtPbs6vnOLBgwcPboDNZiPT9yCFMocKSlCGQHBwMNWlbpKQDugtFSR3tTH0saEMun0IVr03BdWHkdKOzlxOXtWBU8/NqzqAzlzudI2Gvesp3bUefV46hrx04uLiqNYb0MYm88svv5AYFog+L52UQA0ZGRl4+QY4VZ8mMYKHn3+Wdft3sHbXFgoLC9m2YztVQY5MsZo9GQy67S6+/PFbtKmuybvdXJrD5Nlv8+eBXazbtBGDwcCfO7ehCg/GdDwH/c7DAFgMRmrW78ZW5YJQ371/MO/NV5gwYQKb8w3oso9iqijBYpNoNBoUJj2mihL8fLVYLBaEC2oPlJqyKTc7SuzozVXkG45itZtJt22mwHCMcnMBSn8zQUFB1JTrna6v2DeHLHmUcllMqW8e7du3pyC7yOk6zoVN2qB9De9+Mot7776Xkp1VFJOLWbpPcTspJUUylxoqAaihgiKZ61ZRJ0app0BmYbM7/F9F5FAjK12sqjZlsojyk7WkDVYdBTIbq3SvAncePLiQt4AgoKWUMlhKGQy0AoKBmZcy0Tl/CYUQ44GZUkrDycfnREo5+VJO6sGDBw//ZUwmE/0e782gQYMoLy8nKSmJGTNmYDmkwsdNUgkLqg/zw7vfU1ZWxs+/fwvAihUrWPbOAUw+mSz6cRahoaEA3H13KUPuGIavzbmRAEmykrfefou8vDwSExNZs2YNa/J0+DVqxNvzlzBr4ngGlpWRlJTEqPEvEpDS3qn6AjumcuzkY/2RXAoLCzlamIO4rQUAIQfKSR2cynryCXZREa+a/h34y2fuv3wz1dXVbI9Q4p+WRKMf9vDGCzOIiYmhXbt2ZGdn0/+TaQTc0MFp+uxGM/f0uobk5GSmTj2d03/H02MoDK3HwoUL+eWTWWRkZJCUlMTjI8fgneLcnHSAZn3DGDFqMomJiXy2+EM2b97MzGcXcevD3f/xPbflBYGTnenh7f1574N5ZGVl0aBBA5YsWUL6zwWECfdof1VNBS9PfJ7Q0FDmfzEfgJKSEh7vPoI4kl2szoEJA3e83Jvbb78dIQS/71vB4sWLWfvqbtTOLjJwDvJFJsv3LiEwMBCNRkP37t159oHnYIerlZ2m6b1JjB73PgkJCXy0cC7bt29nysC3CSPa1dI8uAL3WeNyF3oDfaSUe/4akFLuFkI8BXx3KROJc60gCiHSgbZSytKTj8+FlFK6/Arctm1buW3bNlfL8ODBwxWgl+JOV0u4IGWyEFOgDr9QX8ozK4mwxaER7lMkqbxbIiX5e2uNKRRKYhI7U1OVR0XJsVr7gsIaEBCc4EyJFN10FMPmE4TZvSm26/Fpn4w2xXGjJ602Kv44QGCxmVKNjZAbW6DUOvdGukvMiVOPzXoLe788RkhyAEldHV7z9DW5lGdU0fSOBqh9nR8CDZBnCDz1uHRfIcXbc0no3RBthB956zKoOlFW6/nxvRrgG+O8iAQpJRtfLMJmqe1R9auXijYqAUNxLpbMA/h7qShDTXBaOxRezs3tj/sqi5ya/Zhsp6MMBIJ4/2ZUmYswepXgG6ShIl9PpKYhPirnRnQAlGbtocanlKCYQMqyKwk2R+InnK/jXFilhRyOI/92xx5FAj7C10WqamOXdrI5hp3TWZoKlCSQ4vSClOeiRlZS/LemSYGEEiLcp9txvszEyJnRJIJYklAL91joWGlf6moJF0QIsV1K2dbVOv4tvmHxskmf5y7r2K3zRl4Vr8HfEULocdjPB/423gTYIqW86AviOY30/xoeI92Dh6uH/4KR7u6YbnFd//OLpfpx9wrj/DtnGunuyplGurty+Gv3yp3+O3FfZblawgWxZue4WoIHD/8JPEa68/ANi5dNbrlMI/3zq9ZIXwNkAQ9K6cgDEUKogM+AOCll94ud63zh7jYgWkpZJIT4BBgmpXRNc1APHjz8v8IkjVSGFtCwYzLevt4c+DKdUDcJ6/yLElmAfxM1iU3jyTqRjWpr8ClvTLHIo/GABEKjQtnyww60meF4Ced6B82manzse2mUEo2XlxdHT+RTUBmFX2AsCt06GtQ/7TW3WEzsO1KFX5hzw8kBdIdzidtWTovIZCpqqtgcWoOyeTTRy04QF3k6fHKbMRflgBZO1yftkn2L00msSiPQJ5CMkuOEDlai9vPiyCf5JIvGKJVKjhsPkjg4FJ9g53qTKo6UEPyHiiD/017Vff4niO3TgLKDRfiutpMUksCJ0kx03RSENo10qj4A++EttInQEhYUSHlVNesyy9A064yhIIvWohR/v9NtxH7PriKgsXPv26SU5Fp2U69JCFHxYexdm0WI1dGjWh+9n5TGSaeea7GaObQpnxCzc9vtFcoc2t7f5NQ1xqA3cPirbLfysFYnFdC0Wyr+gf4UZhdx4NsMwu0xrpZ1Cos0UxqUR8OOiQSGBrBt4QG36jUPjnxvTQrUb5VEbk4ecoMvSuH8Gg3nQkpJgSadeu1iiUqKZM+KgwQVe8Lc/99ylReBu0zG4OiIdkIIsQlHQkAnIABH+/KL5nyF4wzAX7+cDwCaS9fpwYMHD5dOJaVM/HA89zx8NzPemY4e9+trG3VtIFPnvsKzo56mV7/rToV51shKHn37Hvrd0Q8pJV/+8QWmBmUXmO3KYzJU0KZlA9RqNVarlemvT6RNIzN2uxUfjSQ+LpL4uEiaNmnIB++/g9lkcL7GggoGFEYy6YlRmC1m6sXGo95fiLXayIO3DaJr204khEWTEBaNqsrsdH0A++dn8uagD2jRuAVmi5n6kQ0pz6ziyPw8PpmwkICAABQKBZ++upDs+RVO16cvrGHcs6NplJhKbGgMsaExWCrMmKuMpO6IZNyTo9HpdQwb8jSNdkZhqXF+Ia9gXSENk5PQG4x0bNeWL14bQ8WBbViqypn0wjhSkxNJiI4kIToSaXD+d91iN3Lb0K48PvxBXp8+mYCo06kL3n4K4upFE1cvmkZNUpj70WwsdqPTNeqo5q13ZxCfFEt8UixR8RFYca8WbNHNw4iIisBoMHLPkEE89cEQqqTzC1Kei2oqGP32s9z90F188PH76HGfQp9/4ddMxcwFb/DE8Me4/d7+2HCvBkp2bPQZ1osnxzzGlDdeIzwlxNWSPLgaTwu2WkgpN+HohjYPUOJwiH8GNJRSbrmUuc63PLcZWCaE2AIIYIYQ4qx3cVLKoZdyUg8ePHg4H8GE87/bpmINM7Bm/2+ulnNWSv/U81Tn0dww+loCAvxPjRsiKrn99tvpkXgTEaYEPg75mBvuuY61L+9GJZyXt+wXGMuaHWVotDGAZPqbb9Hz+u7s+mgXSr/urNoOdruV1vUzWLp0KZqARk7T9heq1cd5/JUPaH/7Dfj1boEmyopqUEuodhhBn82bR1aXMLQNovFq5/zwfYvBSmvVNfzxxx8sPf4ZUc1C8Y/2JSYmHO9tkvT0dI4lbcc33Ic1a9aQ4FcfXHTj//5nHxA9pCEhTSJJDEgjd006kx6ZyotvvYRmaDQvfzCV+a9+zG3vDya5f5pTtZWkdOGLQhVKbQrLPl/O/ttvx99SjU7luMGf+f5cNG2uRxudSGBr5xeN81JoWP7eVr6wruTrtbNr7VMebczmo5XYpZ2k3kUsW7YMH30sODcwBgCdTsesSe+RTBqBhBIhXNNR4FwUfWuk6tvDKISCSb9N5pvVS5jJbAJwj9aUAYQwbfC7lFJIX2NfV8s5K8a9gqEdnuPaJ1rTuInzr8kXQoGSn17/g69f/5GFmz92tRwPLkbg8aSfDSllITDh385zPk/6A8B6IBHHmkcykHKWrcG/FeHBgwcPZ+Il1ESJBLyFj6ulnJNAEUqYiEbxt4JD8WnRHDt2DB9TAGrhTcaRLJo2bfq3Qjt1jxAKFEo1/mymaUIO9917N5/PX4BGe9rzUVpwgPvvv49vl/+K1t/5YdBNfKPJyspizouvs7jv89xTHIdh7+nc2zmzZ7O031juyghDt/qQ0/VVZFbTufO1eHt78+a9s3k29X9UL1ZiqrZQ5JuFEIKY/Y1R/xxJUlISJ8wHna7xL779YhlvXDOB5F8CKdqWA3aJUqlEChBCIBWSxMRERLHzPXNe/kGoj22lg+4IY27vyffff48hIIq/3Cm/fPcNX4waQnfy0OU4vw6AEIJo31T8vELP+ZwSYwb33jeIb778ngC180PMJXaCgoL4Y9dvvLl6EuG3e6OX7uUJ1go/LC3KSH4whOGTnuLtt98mGPfpla4SKqJEAhrcp8Dn3wkQwYSLmH/8rrgLQggiRTx+uH8tDA8enIkQIuZitkuZ85yedCllDvDkyRPbgQFSSqc25RRCXAesBNKllJ7FAA8ePLg9Pv4a9Ho9SpQAmA1mAgMDXRKaKu1WtBolsTFRaLVaVEol0m4FhUNbXJiBwMBADpwwE+Xcwu4ABPn40bFjR3oMuJkcPwtzHhxHzg/5bPBXM3Xu25RHe+NvUzL1vuGYNpv4rsaIys95mVeGShPxDePx9fVlxIdP4Fcdwvx3vuDelwegClCSl5dHu3btMBqNlJaWIl3gUtBG+fPkC89SE20mSO/L26PfpOz9WZQNgM/nf87oISP45ONPGTngGYxGI764ZuFLZTURGRpCfHw81dXVSKsZr8BQBj/+DLk2NXE+Cj6ZOZWSqW/guqWOcxOYbCE+Pp4DawuI93W+ke5PEL063UjBnjISO8Ywb+mnDM540K1acwF4+amIjI0kIiICpVKJFU//bA8ermqukgLkV4AcLhzILzl/FHstLuqJUsrzedzrBCFEJI54/pV4vPUePHj4j1BZVEV4eDhmHLm/fsG+FBYWonZBWQ+NNoQiUwg/bzCzfuObvDJpIg888Q6hUU0wGSq4rU8XPvtsHmExzi/IBlBhqOHgwYMUtAkhtGNDflr5C62bt2C9dT+KUdfxl19zwbdfMbj/XSw9vBRVqvNCfLUhGnJzc/lj7WraP5tG+ro8srOzCbFFEWGIxmaz8ZP4Am2shuoDXegQ0o0q63EUKuf9ZAalhBI0wfFKSbvki8Vf0KpJS1Yr97Al4TAZn2SSFJnItGnTuP7666nwqsEVpcZMza9nuUHy2Ydf8e1ro2i64neyohIwRSUQBhjsdr74YhGtmjZmf77Z6W3YzofJpuOG/l2ZN28eUT4NXaIhQsTCHkgiEsNGHStWrCC1TQpHdzjVd3JBFBuC2LD+AEt8vmFz3p/8OKcnAZXuEe7uwYOHK48n3P0UPc6z73pg5KVOeL7q7tcAm6WUtpOPz4mUcsOlnvh8CCEUwELgPRwF6zxGugcP/4+wSztF5GCwO1p0VVKKt9S4VQ6mXtZQQQl2ezIA+WQSKEOo2lFGcHAwmkaC/EOZPHjjcP74/Q+nh1hWlqVjqj6Gl08CNruVRi1CKSkpQeXl0FFZvI+7757LrQMewSesq1O1/cVOQy7BwcEo9hVSCaQmdyM9PR2jfwmGn/ZCkyis5Trapnbh+PHjeIU6ty90cKI/Kxf8StO0Zny/ajul22tIuCuBcnspYUQSEhJC2fpK9MFGQkJCKC0rRSicG6ZatDqLyhPlBLYIpeZ4Bfd0fY5169fh1U6N7kQFuY18yLbu5NrO17B06VIir413qj4pJVXrlmMPjUXlF4hXdQkRERGU6wyYju1BX1qIV3Qi1pJcrh01lB9/XoFQJ1144itMsSGDMmM2ADpjFTW6g0T6NECl8KLIfIz773+Jgbc8hL/Cufn8f1EakIOu2oCfPRC9fwUdOnTg+6U/cf6sRedhlibyA0/gUxmAEhWBCQHY7XbM1e5T3E5KSSE5VFMBQDXlFMocIoh1mz7pBqmjnGJS7I6ltAKyCZZh+Isg1wo7g1JZSBmOxSGDtYZiWUA4MU6tueLBTbjKi8BdClLKNX8fE0KkANOBPsAXwLhLmfN8nvQ/gSig6ORjiaNGwD90wcm4zivHhJPzTgP+d4Xn9uDBg5ujp5qHZw7ipptuQqvV8tu+n/jwww/ZOysbhXCPm9KasBK+/OMzgoKCUCgU9O/fn0cHPEn40VjGjhrLR1/Oprq6mpycHLYs3ku4k1v91FTksujT17BarajVaoQQjHh+IgHBjjXXNs1DWb9+PWZFvIsCoEF5XSovTXyJpf+bRVVVFSaTiXd2/Yg+38jKCe9SUVFBYGAgBQUFjPhsOupBbZyrz0vJIb9ddA3pxpi01wjrHcbLL79MzC0BHNuyG5PpJqYN+ACTyYTZbGbRrk9pqqjnVI2GnZUsm7aQnJwcontHs3XrVjaKPcQrGpJWksiwe4ehVCrJzs5m6ndvEfOQkz3Bdsmt7ZsydOhQKioqiIuL4+2336YwMAG/3P2s+HwOOTk5xMbGsm7dOn4+XoJfWrJzNQLNbwlh5KhXiYuLY97iD9m8eTNvj1xGqCaBpt1i2LVrF6Z8P/xd1OcmtLUfX86dT25uLvXq1WP+/Plk/VJMqHB+LYmzYcbIsNeeoEOHDhiNRiIjI3nqiaeJtMWf/c7RBZgwcNfLt3D77bdjs9lYte8XFi9ezNpXd6PGua0Tz0W+yOS7vV8SEBCAWq2me/fuPPvAc26V1tD03iTGjPuA2NhYPlwwlx07djBl4NuE4WnF9v8RYXe1AvdDCBEETASeALYCHaWUWy95HnmOXAIhRD0gS0opTz4+J1LKzEs98TkFCdEDx2pDKyllgRBiInDf2XLShRBDgaEACQkJbTIzr5gMDx48uJDrxG3kcPxUWzMAFV7EkuQ2Ho8qWX7Km/AXwYQRKEKxSDPFmhzUgSoUhRqX9DIueKwt5Ud24GfTYbFJLL4hBNVvgVA61lTL9m8CIQhu3N5lr+moZ5ZQWWLhz6+qsBiU1Gspadk9iJpyKxt/KMVQEgBKA4ktlDTvFuh0nff6lwKwZoOBFX9o8NVWc9/tPiTGOzxGv6/Ts3qDQEoV7Vua6Hujr9M13rmpJVmrsvDRadAr9UR0iCS82Ukv3I4CKraWo0SBf9sAIltHueS9Xj/ND0vBCfzVCsrNkoAGrVD7B2OqLKH6xB5C1IIKow1NXAraSOcucgBELzlMnvEIJvvp4o4CQaymEV4Kb3KNh7FLO3GaRi77rpQXH6PCq5iASF+q8nWE2qLxFf4XPtBJSCkpJg9boAkvjQpDoZkoEvAS7pO2IKUkm2PYOW1VKFESR323+V2pkVWUkF9rLJAQgoX7FOArkNm1CqEKIJpE1MI9Fjr+C/wmv9oupWzrah3/Fr+QeNm85/DLOnbj0lFXxWtwJkIIJfA0DgdzJTBWSvnlZc93LiPdFQghwoDdwCNSyp9Pjk3kHEb6mbRt21Zu27at7kV68OChzumluNPVEv7zFD193iwlt2DUM0tcLeG8/GWkuzMPZnVxtYQLsmt+M1dLOC/RSw67WsIFsZW4/2fRgwcPF8fVZKS3uH74ZR274aury0gXQtwKvAFEAlOAt6SU5n8z50VXmDuZJ17/5MlrxZtKKdf+GxFn0BSIAb4/Y1VT4Ti9sAKDpZRfXKFzefDgwU0pl8XEXBdM/eaJGI1Gtv20G7+sCLfJeZNSUhaSS/PeqYRHh5OfVcDer48RYY+jTBbRoF80sckxmM1mdq85gNindUk7OZvJgO3IRq5LS0CtVrP1UDpV9a/FbrXCkfVc1zSJiqoq/swz49/I+X3Isw7q2PWjN8GqRlRVVdH2gSwi6zniiY/vruHQ9/WIj0gjo2g7be4uJbaBD1tXVFKyL4og7yTySo5y+6S6zXn9aKGRfcdTUKqTsBl38tbEasDxGZgxx8yR3BtQKlVEBqxk/DMCLy/Hb5fdLhn5SjBKTUtap3zPPbfVjdczffkJGlel1ho7nn4cn7v9UP4EkaGnw6HNBjPHk9JJ6uX8cHKAmpxjdAw0kplXQHVqTyy6KkjfRtP4MDQqFX+WCPzrNXa6Lint5CsOktwyisj4MHauPEqIweEXMNiqUTQopXnHVIoLSzj4SxGRXvWdrrG6XhHNujfidAKoZP/OQ/juiXK6lnOha1BIk26NCA4OIi8rn33fHCfc6j51RKpkGWFdtTRomYzVYmX7yj14Hwt2Kw9wmSzEt6kX9VskkpOZg+1PLUpx0bfqdY6UkgLfDJI7xBOdGMmOn/YRVOheYe46WY21XjUpbZMxW81kLy9zq5x+D1ctywE98BEO+3rU2SJ0pJSTL3bCi0ruFEK0Bg4Dh4C1wB9nbKsv9mQXwVagGdDyjG02kH3y8Y9X8FwePHhwU1SNrDw6/CGMRkdBrm83LMVY3308SRI71z90Lc1aNaOqopo777mDUZ8+SYUsoZpy2ndph75Gj1qtZvGK+Xi1/VeLqZdNYNZmvv9wJn5+fhgMRmL81Q4D/ehGfvjkHWw2G9d07MjUR/pTk3PM6fq2/1bOmEdnM6DPvTzywLNUljgMbpPeRt7KjjwzdDwVlWX8b9Qs9iyqj90uKd/dkEcGTuDRB58hLenaOte442gPbu47mieeHINK0+rU+MKva7im1yKSkpIJDAzk7gd/4J1PjKf2f7TQwC0DXmP6m3M4ll53CwnWKgthAWGntmcee4bWaa0B0Ng1p8a7dOjCc88+h7S7JnrOZjbRQuTz9pvT6NHBUVtAX5DBpCcHc0ef3kyf+hqmqjKXaLNIM30f7cYDj9/Da1NfISDasaAmpcS3VTVz5r9NVWU1nbtcw3Oz7qfcUuB0jQpvSURMGBEx4UTEhDPljSlEJ7hHPvpfhDcOJigokMryKu64+3aGzXmUSuma9/RsGKMrGfbCM1gsFnz9fPlmzRJornO1rFr4NvFiyuyXefjxBxkwqB82bK6WVAs7Nm5+8joeeuYBXp48ifD6Ia6W9A9KKeCNeZO5+4G7GP3CKEwYXC3p6kXiaMF2OdvVRxZQDPQDHj3H9silTHixy3OzgRPAfUAudVTLT0qpA/adOSaEKALMUsp9Zz/KgwcPVxu2Q2om9X2TIMKo4RiNGzemRfemHD9R4mppAAgU/DT9D0KJwltoGL1oArtLtjBp8OskkMLyUX/gLTToZAbfpXxH045pHNie61SN+sJsxg+5h3HjxrGxBDShUXj5N8JLpaJnyxSWLVvGKn0o3y76lXWfTifkoy8wO7mRxrUDwlmw9R6KtzZmyKCnT41v/72cZ58ZzqQ3n6LPWCPTp0/i/kGP8uf2kST1quGXrKcI2HifUzTedt3vFKf/SnHxG7XGN+1tRf1W0Cj6HWJaqdi7tw2ZxdcBG8nKsXCi+F42L1pEjx7n68ry70m5P5WckzmsR+Yd4tnwZ9lcvJnEhvVhBOSQT3VOFQnFCXy+4HMS+jg/5xvAfmQ9T094jrlz554a84tLYdQnP6IqzWBj9+4u0QXgJbz54Z0tfGn9la82nvaSm+x67rmrD+++/S65PyrZ/M1ift67gNkx86DYuR5s3yORbJlyBABzszKGDtVx6KcMYnB+JfxzUfadlR2cQCEUvPb7VL5Zs5Q3eJdA3MOQ0+QHMfbGVwkhAiMZ1Ku3jLbXtWTP3ixXSzuFeb+CZ64dS+cnWtKoSSNXy/kHSqHilzf+5FtWsGDzR66Wc1YiiePZ7uMI7+DPlHdedbWcqx5PCzYHUsrEKz3nxZZJbgI8I6XcLKXMkVLmnrldaVEePHj4/02QCCVYhCOEoMangjZt2pBx2H1upIQQxIhEvIUGm7TRpHsK+/btQ4sfSqGimnJi7/HlmpFNSUtLY8OPl1zU819jKM6mS5cutG3blmXTRvPWkBsJyt2JRVdF40apHD52ArV/ML4xSezZs4fkaOffSIfHedOmZwjemtrrxcUZFpKTkyH4BAqFQK86RtOmTSnMMJLS2p9G7Z1XMKtnVy3tW/2zpLfWvz47d+6kczsf2rX0ZteuXQSHJGKzSV6aGUnXrl3ZvW2R03RKu6SJTGPjxo34Xlv79cn7NY/bbruNjcWbUGmcHzqryzvB6AduZ8obMzCZTKfGld4+BDVogZfWtQXQhBBEeSfjqwqqNX6qcOUZHSW8vb2p18h1IdxmaeTGgdczb948wmwxLtNxNjRCi6VVGQ0eDWfk5OHMmDGDYJxfNPNcBIhgQkUkQggqvUro0KED6Yfdq+CwvwgiVLimwOPFEiFi8cW57TAvBW/hQ4SIRa10n6KFVzXyMjcPF+RijfRDQFhdCjkXUsqJFyoa58GDh6uTIpHLmDnP8s0331D+p+nCBzgZu7RjTCtm8vTXGPP0OMJx3LzbsOEb6EtUVBRqtRpvrfMNI5tBT3h4ODabjb7DJrL4q29465UXKT+0DX9/f0wWKwBCpcZgMOCrcZ+8TGxazGYzao3jJ8ou9Pj7+2PQuU/op5eXDwaDAR8fgRACu92Mv78/Hy7Qcd+QV/n84xfp2c0RNl1dY8dqrdu7kvxt+QwcMJCvf/yasKanK0HbbXZaqpqzevVqgrs7fyHGarTSxJ6LXq/nmPIv77PEatSf9zh3QKPw5fuvf+LZYU8T28fKU1PuRqvVotG67ua/2CuPwYMH8+uS1W6VS/0XKh8lQSGBBAUF4evrixX36ZP+FyUyn8dmDGbTpk1k/ewe0VkePPwXETg86ZezebgwF2ukPwNMFkK0EO68vOfBg4erhmKRx1MfDKGyspKlL/5EgAh2taRa2KUdfaMiPvxyNs89ORLbZu2pHu6RIo4jHxTx3fNr+Pbb5dz2UD8s/67I5yWj8vWnoKCANdv3EdG2J6sO59OyZUvsJj0FBQUE+WmRUmLVVxEeHk5ZlfvkZqp8dSiVSgwVjkKBKmsYhYWFBIa5R+FAAKOhnIiICAqKrOj1dgICQigrK+FgZgeSkpK4/qYnqN9sKkqlkoYtpzL1nbo1Su1bLaSlpXHU93gtL1zeplwG3TmIZb9+S0ij0DrVcDYKdxbw/MgRhISEMPbWdtx666307duXRmU7kHb3WXQ5G0IIKrdpeXzwM/j5+fHdd99x8OBBCrNdY9hJKWnZrzGHDh1Cf8A9XzvlxmC2Tj3Ks/2fZ9SoURiCK1wtqRYlsoB7pvXD39+fucMWulVrMw8e/nNcbj761ZmTfsW5WCN9DdAF2AFYhBDmM7e6k+fBg4f/j5TIfIa+cy9SSl55dipmTBTLPFfLOoWUEl3DQj5c+gFPPfUUR1dnUUQuOllNmV8BWeojlMoCismlQYP6FBcXo7z4ZhpXBN+YZH766SeSI0OozjpMoxA1GRkZeIdEs3H7Lm7ufROlu9fhU3iE1NRU9uZXOFUfQHW5hTVLi6gqdxRc27mqnAMbK0lt58/KlSsJk13Y8Xs5iSHXsmLFClJa+ZN9WM/ar4oBsNns/PFlEfkn6q4w0MZtBr5c7qjortNb+GhhJbn5VqRpE926dePdzwRvvK+nT58+lBdvIi78EO+8NYwDe7/jt1+XIKVk5S9LaNLoYn9uLx1TlYlu9bsxf/58Em6snXOu3C1ITEwkIyjDJSG0/rH+vDh1JguX/cgPq/5k165d7Nq1i4wKo6NLwsGtGEodhdj0+elUHNvtdI0AxaZMSs2O7D2duZIcwyGs0oKeMvL36vjz8yN4K7R4eXmRs7PKJRqrKOPOe25n8cIlhLhRGDmAWZrIDjlEocymlAJCGgRis9kwVbmPJ71cFnPX5JuJi4tj1EPjsNotFMocV8uqhUHqyJXpWE8uYOWTSZUsd7Gq2pTIAkopBEBvqXHole7zPlulhVyZjs5SA0AphZTI/Asc5eFy8XjS646LvWt8FE8GgQcPHpxEaFs/7r33XvLy8li19xcAZs6YSeanlS5W5sCCmdse7ktYWBjvvffeqfGB1w7GL9aH5V8toaysjLCwMPbs2cPPH6wmXMQ7VaN3UDhzvvqRGS+MYCAQFhbGc2PGEZTSgS1ZB7nuxAm+m/ki3t7ejH9hAt712zhVH8DedZXc3uo9Uu5KISAggNdjVjJtxiSuH5PJwlffYszT07FaH8XS2MK7X4yg783efDfNxsThiwgMDMRut1NdPZj/vXsn/UfUTYu7+d+m8cxzMwkJCeHaa6+lpOQZlizvzSN323nzzTcZ+vT32O12vv32Wwb1OU6Xjj6Ao8DXazPLqKiooGn93QzoXXeh5lm/ZzJ+0BhGTh9FzHVxp8ZNVSY61uvIJ598QsKNiXV2/vMRkBDIiaRm/GVmHDt2DJvNjjWtJ6aSPEb2ac+NN07Ay8uLP7/5nA8//JDfzVYUSucuarW4LYaRo6YTGRnJvMUfsWXLFmY9vRi/RlbmffwBJpMJnU7HyKfGEaV2TQaeNVpPixYtmDD4NaKF+xSMAzBj5KmXhtK1a1eMRiOBgYE8OfRJIm0JjphYN0DdwM6TTz5JQUEBf+xZCcDs2bM5+G6+2+SA54tMvtv7JX5+fnh5edG9e3eefeA5h4vMTWh2bzJjxs0mMjKSDxfMYefOnUweOItw3KNGQjnFTFwymlatWhEcHMzP+77l9SnTyP/C/VNsPHg4EyGvkpCDtm3bym3btrlahgcPbk8vxZ2ulnBBKmQJldRu3eONhiiR4CJFtZFSkh9Uhl1aa42HahLwUmgo0B/FJ1igrzQTpIol2Nv5Ny8HXopF2u0Ydu5HW1BCtY83vte0QXEy99ycmYty7xHMXkrU17RB6e/rdI2bOnzA4mU1tSLf6id5cesNvlgskgVf13A03ZfWzfTcdrMvCoVg6y4j6zcba81zXRcfmqfVTX7uqj/17NlfO2Cs/82+JMZ7kZ1r4bMlFixWBffdrqBh/dq5ykdPmPlxpZ6be2r/se9KkbTiESy5hRj2HUHbpgmqsNOLAdJioWbtNlThIfg0Tz3PLHVLwrLTUQSFWdsQQhAR3wa7zUpB1uZaYe8qLx8iE9o5VZ/m+y0UyOxarZoEghgSMWOkVF2Id4AXskRJBLEuM+jKZTHVVBBDIirhPqkff1Ei8zH51KD0VmGtkEQR71Y6q2QZ5dROVfBCTYxIdI2gs6CT1ZRQ2+sbSAhBwiVloc5KoczByGmDVyCIph5ewj0KtS0pmcP8+fOx2+2nxuLj47njjjtcqKo2QojtUsq2rtbxb/EPipOtug67rGPXfT/6gq+BEOJmYDLQGMgH3pZSzrjAMV7Aa8D9QBCwHRgmpdx+xnOGAgOBVkAw0EVK+edZ5hoCjAMSgXTgFSnlwov7H/57LspIF0Kc6w5TAkYpXR+L4zHSPXi4OP4LRvp/AVWse3gNzsWBl1xXgfpiSe/zoasl/OdJWnFJbVddwplGujui+X6LqyV48ODhCrHSvtTVEi7I1WSkt+5yeUb62h/Ob6QLIdoCG4E3gXlABxwtwYdLKWef57i3cBjoD+JoHz4auBVoLKUsOPmc4YAvUAB8xFmMdCFEf+BrYBTwM3ALMA3oI6X8+Tzn9zl5zhuASP6WWi6lTD7XsX/nYuPJcjhPuLsQogyYC0yQUtrP9TwPHjy4B0WaLBI6RBPXIJo9aw+iPepexXOklJQEZtP29mYEBgWybtkmtOlhbrNSfybFhgxa3BrJ8cOZ+GQ7+tpWW0pRJ5XRvltzampq2LUqHf9q54bISqsNxW/raeEXQnRAEL+U5WLv3gEAu9GE/6rN9E5KpaSsjF+lDvW1jt9Kc3Ye9fdn0iWlEVVVVazSlaK/tnWdaNy518T8ZeFIZRMqK6sY9/hOUpLVFJVYGflaKqHhCUgJQkCAej0vjzKz+Fsjm/Y0QKVuQEnRAT6bUVQn2v5i9udmDmU0QuVdD5NuB++87Ei5+GyJlc0HuhAWFk9FRTkasZZJIwxotQo+Wmhiy8HuhIXFUFJ8jAHXbaD39XUTqSClRPy2iZ4+YYSFhrIvO4Pt9cPwio0k9PftdAyPISggkP3ZGWyJD0TT6KLvD644FcVHaZNqJyMzH5t/91PjNqsJX9t2IsOD2JPuQ2Coc0O5jVKPuo2VtE4N8fb2Zs/GA1RvsOEnArBJKzXxhVx7R0cqyivYtng/kSbnR/RUywpUqRYatE5Cp9eRs7wCPxEIQKUsI7KnL83aNWXn+t2UrzXjL4KcrtHYpJgmHRvzl/PnyN4jqLY6v1jhuaiS5cTcHEiDtGSklOxevx/dJomvcG0LwDMpC86j+c2pxCREk5eTz44v9xPhgs/buZBSUhyYRf2OCUTVi2Tb97sJLIh2tSwPrkIC9jqLyB4BbJVSjj3590EhRBNgDA5j/R8IIfyBx4FnpZTfnRx7EMg9OT4RQEr51sl9iec5/2hgiZRy5sm/DwkhOp48/zmNdOB9oD+w+OR5L/sFutjl7cE4VhumAQNObtNwhB48BryDowL8qMsV4sGDB+fR5q4mPPrcQ4wYPYIGbdwrtxGg0CuLD1e+S2xcLOVlFSxY8SnG+mUXPtDJWOxGGvcOYOq01+jY1WHIWu0mkm9QMv29V6mqrEYIgcXP+dpt1TU80KQNg266mSmTJhFiOb1+6rN6Cz/NeJcanY62rVvz7q0DMR48hk2n55Y8HTPHjKeiugqVSoXviborrPT9rzoG3v8uvW68i/sGP01RiSPsubzCTp++D9CkSRt8fILQaILQ6ZUArN3enFv6jeWe+x4jPqlLnWn7i91Hu9Cr99MMfWwE3toWp8Y37PAhNrYBNVWFBAeHMGz0T7z+voKtu4z4RLxG5849qCjP4u5Bj/PnvsGUlddNNW7D9v18PvQ5GqWmkltcxCujxnBDvgFzRg6PXXcTQQGBlFSU89Jzo7jPFoCtxjVV/K0WI41iy3lj2hS6dK5d/0BXvIk3p01iwotjMRudX3eihAKeGv8YQghqqnXMnv8uCQOCkFJSHpHPkjULMRgMNG3WlClf/c8lRahKKWDy3JcZMLA/w0Y9ixlHyodN2mj2YCLjJo0lP6+AV2e8TPKd4dhd4C9p3rkpA++5i8CQAAJDAlD5OL/15PnQU02zNk2oqqhCr9Mz94v3ibhJ62pZtWh7R1OatmxCUUEx1/XswZSvX3Kromd2bPR8uAuDHh7I/yZNICzZ+W0dPbgZl98nPUwIse2MbejfZu4MrPjb2AogUQgRx9lpC3ifeZyU0gasBK692P+SEEINtDvH+TsKIZTnObwvMFBK+YSU8lUp5WtnbherAS7ek34vME5K+fkZY98JIQ4Cg6SUvYUQecBzOIx3Dx48uDG75x1jy7zXeOlL91xXS+wcg5SSb19eSQgRLExYSO/7e/LHxJ3uleMYcJRxQ15g3rx5p8YKLIeYO+lTevXojbYqAT+vUPyUTeF8l/Q6QBkUwPuZB7As3sSW1qc94dJmo29yI77++mt+qB/K0k2r2PrydGK++JzC7HwmvPEunW+5CUP75qjjolEOuL7OpD94tz97D93O96vbcMfAZ/+xf9GiRTw68BCd2mpIjHe870Nu24Ne9xC/bHuyjlTVZmDv1RQX/M7Wito/bdPGG1Gp5uHnq2Dp9zVkZ/emUp/CvkPbub5/F6a/1o/3X9Hz1EsWbu4zmOOZCwkJvvKvpDW3gA4dOtBv+iQCBvQi8LPP6NCqDb/rMpmwaw0+bZoivIIonDWD0UOfYMF381A2SbniOi6EoXQzT4wawYcf1k5xqCxNZ/jjtzFt2jRefPFFp+sCCCOKSbdPJwyHR3Cmcia9bu7FvGXL6HJXe3766Sf2zs5kDVv5av/nBLX0AScXoY+iHsO6jSemRzBjJ40+NV5CPtOffpFxz7yIbYOWV/JeY/j4ZxmxdAKhRJ1nxrph48aN/PDG7/gRRKBwLwMugjjWvLITtdBgkWY+i/iM5u2asmHFAbcpHLdx7m4Okou38OGPedPYVbkJs/+LUONqZQ6UQsXvMzbxA78zf/NcV8vx4Ab8i0rtJRcI+Y/G4SA+k4Iz9p3NgxD9t+ededylhASG4bCRzzaPNxACFJ/jWDOQcQnnOicX60nvCqw/y/j6k/sAVgHu55Lz4MHDPwgRkfgT6GoZ50WhUCCxI5F4qbxo1bIVRuqu1dalUmzMZNSkx3nlpSlYLKfbz0Qk+2O1Wnl58v/45NfJDH39Rqo0mU7XJ4RA27IJqvDaN8q2ympSGzbkSGYGquBAvOsnsHfvXlKCQ0j10qLT6Zjxv0n88uTzvJLQFK8dB+pMY3ysFzdf74uP5uzG69y5c2nR5Te+WfM0Hy5wvMbtW2no3K5uKrmfje7XaGnd7J9F6YIClXy4QDJ88vWcKHmW4uJiGifuofs1PsyaNYv2XUYy/LVu3NrvQT78cC5NU+smVcO7aUPeffddXu7Vn16bM7hjwACWrvgRZXgIvp1aoVB7YS0uo2VifXbt2oUq0vnhxxUlxxn59EAmT30Ts/l0ET6bzUJiSD56vZ79hzKcrusvNEJLhIhFIRRUUkr7Tu3Zt3cfIEhpmMKRg0fwEb4EEcqePXtIaHQuJ05davQhTET/Y5FSTw2NGjXixOZshBCc2JZJWloaehdYdXqTjiFDhvDV/vk8/+XjGBoVczF1j5yFQijQU0PEnWrajGhAjx49WPnNarcx0AEiRTzewge7tNHg2gSys7OR1e5V0yFcxKDFz9UyPLgLrumTfjkTXMmL0fnmeg9HlPm/5mK/+WVA77OM9z65DxwJ+NVXQpQHDx7+f5OxPh+73c69UweQ9kQsg+4ZhMpLhQ3rhQ92AlZpoX4PbzIzM6k+dNJglBKzzYBfkIaUlBQWLljEvT2HU1ZWxt1P3YjR5h6uEGky4+fnh/nkwoJQqzEYDPiqNQSqvUlLS2POvE/pOWUCJpOJRxq1xFbtXO0RYUqWfvEyX37amU8/uIXExETyax6os5Dxy8VkAYVCQ0BAAAEBAZSUazAYJHa7naCgIIJDYlGr1UgJJnPdGCvSbMFqtRIZGUlCTAxCCKTVBjZHuLO1vIoOOzK44447eOvPX2tVf3cGdpOZhlElVFRUkFf5V+0LicWko7pgI2PHPs87c75B6+vQZTHrcFVpm2pZQYcnmxAZGcmqDzYhsTu+KybHwoICJQaDAa2fxiX6zoZSLRzv+cmvhklnxd/f3yXXyt0rD3Bdw970bTaQLZu3MnXuqxST53Qd50MiUXl7ERAQgK+vL9pAjVstJADYpZ2aBkW8+f4bDBv6HNHUc7UkDx5cQT78Ixwo8uS/f/dwn3kM5zjuXMecjRLAeo55THCqq+jZqAc8KITYJYT4TAgx98ztEjRctJH+JjBTCDFPCPGEEOJxIcS8k+PTTz7nZtyqk6MHDx7+q0Ra4nm01zMcOnAIo9HIO++8w4kTJ9DgHvmDZRQxesxoEhISeGraAG655RZuv+N2AtqXUFZYQ3V1Ncc3lJPs34YNf2yjTZs26Cwub4IBgDLQn4KCAgK1vki7HVtlFREREZToaig26ikpKWFngJrA3j1YvWMbrVu3xlpU6lSNwUFKvvrQyvhhQbwxQc3a1Utp374DR05YLnywExn7tJIZY3+kXf2p5OTkUG7syaLldl555RXWrnicFx5dyJKFL/HGG2/ww8q66dGbkF7EXXfdxZPLF/BxjJJ3P/uEF54bielEFraKKlptOMzEcS8w6KUxWG68pk40nA/TkXRGjHiO6OhoRj3WlX79+jFgwADi/PfTtUM9fHx8GPPcfTz3zGCio6N58oEuFOfucrrOGllJ80eTuPPOO3n+rglEWuNRo6GgoICAoACklJgxEhERQXmR8/Pmz4lZiU6nQxvqiPYIjgugoKAANc5fSAjNSyBe35Ak2YhvZ/1M27Zt0Sncy3cTLMLJW6Djj4m7+HD2Rzz81IPo3ci/ZJd2qusXMPer9xg7YhzGdSoUwr086R48nImQl7ddBOuBG/82dhOQKaU8V7Gc7TiM6FPHCSEUQE/gHy3WzoWU0gxsPcf5N53Mcz8XDXAkRJXjMNhTztguqYLwReWkSynfEkJk4ai0d+vJ4QPA3VLKZSf/PtNg9+DBgxtTJosox1EV22QxkiOPE04M3sJ5YcTnw4gek8nIjs+PYAsx8PnKjxg/fALewj2MdF/8GfPsRLRaDXYkCoWCqqoq8o9VocsTZGZmEtFQQ9GJE/RslMaRI0fwUQU4Xad++16MB44CYCwspmbtZrQdWrFhxy4ev38w8+e+RUSlgYbPNmS7vhyzxpvS0lLqVRrJ2XWAxjHxHDlyBGVocJ3oKy6x8fWPNRSXmgD49mcdOr1EqYRvf9FwfWc9BUU26je8hsOHD3PXdSp27TOxfosj7cFmk3wwr5JuHX1Iq6Nw8nWbDPyxwUByM9DpLXwwr5I+PbV88LmKAL9KmjX2Yv1W6D+oIVs2fk9IkAUpJYVlwaxeXwGKcKqrq/H3q5uQWoO04efnh7asBuPBE4T7B1BdXQ02Oy03HmXK/17i1rvuoKpNKqzZgrZdM5R+dVNp/myoIkJ5ceKb+GodRqPVasVut5OZZyAjN5vMiW8A4K9V0q5dO5b/sBIfv4ZO0weglzU0fSiRwYMHc+ctAwmsiiSXdKJJYOu67YwYP5xvZz6NNkZN8+bNObBmIpEkOlWjRZopJJt4qyMaoZh87NJOMGH88ssvXHNbOzZ8uIuefTuxYsUKgnBuX22zNFEUno6y2AcFStr0bcrx48fxtvuAm0STl3kXYPCuQV2pxYyRmxp2pKCgAC/+mc7iKqqTCvjw6/cZPXo0R3/NxhsNgTLUJdX6z0WxzKOUQgB0lhqKZC6RxLll9xUPdczpInB1wUxggxDiNWA+0B5HkfLn/nqCEGIAMAW4XkqZK6WsEkLMBiYLIfJx9DZ/HvAB5pxxXBQOL/lfvXQbCCFqgIK/2rThqLH2lRBiC46CcbcAt3HaDj4rUsoe/+6/fZqL6pP+X8DTJ92Dh4ujl+JOtD2tTJ75KkFBQRiNRvLz83mkyzPEC+e2CTsXxTKPicueJz4+Hl9fX2a9NYsdc44SIOrGWLwc/uqTbpdW2j8YQlVlFUeWgU1aUaZl8fJr/8NkMmGz2Rj31GsEVjZ2qr4DL8Vy47YTDHvmGcLCwigvL2fDhg2MO7QVdHpebNSWLl26oFQqee31qfzZOhnh7U2zVdt5edwLmEwmTCYTT33wFvobL7oo6iXxqmkGYcmf0qBBA3x9fSkvL2fWzIkkRa6m952/IaVEq9Vy+PBhtqwZzcvP23huki9Dn16In58fUkp0Oh3z5tzK1PF1U97uyReTeOa5mQQGBmIymSgrK2PNj71ZubENs2bNorq6mpCQEL788ksaRb9N62bevDq7OyNHjqWoqIiQkBBenzKK2a8excfnynvEYuf05p4qL4YOHUpRURG+vr48/cpLHKsXyqK+g6mfnIxO56jofuLECR78aRG+HVpcYNYry5l90julFmO329l8NLLWc2TVBqZPGcOQp98hPLalU/UVfbeQFSeWYbPZMJkcC0arVq1i4bPfYcLAfdMH0LNnT5RKJdOmTiN9YRkaJy9oFsocXl42hrS0NPz9/SkrK2Pyy1MoWmrC0LiYqXNexdvbG51Ox9hHJuB/wrlF46plBfe9048ePXqcqjsw5tlx2P7UojhvIWTnURB+gkW/z8NkMuHr68uxY8d46dHXCCl0fo2Bs2GXdtqPbcgzzzxDefnpyKuHbn2MgAz3aXMWfY+WMeNGExoaSlVVFbt27WLywFmEi5gLH+wEPH3SnUdAQJxs2+Hpyzp29W/jLvgaCCFuASYDjXCEq8+SUs44Y/8Q4FMgSUqZcXLMC3gNR2eyIBze9WFSym1nHDcReOksp5wkpZz4t/nHA4k4DP5XpJQLLuX/+W/wGOkePPw/o5fiTspkETqqao2HE+v0G89zYZd28slE+Nux6SSR9njUwn28HQClj3Q69bjs6DaE0ovgZIfxY7daKDu6DYW5BkVAJIGJzZxenOjWZ9aw/5dcdGWnC3UpFND81njUWhWFRyo5+lsJKq2CFrfF4hPg8IJYDFZ2Lc/GVGYnvLGWht2j6kz77fZNfP+9odZCfL16Ktq09uLnn41kZWtQq020a6eg8zWO93/vXgvbtptrzXNNJzWpqVe+6v+iquYc31pGwZHaOflpPcKxWuwcWF2MrdILRYCFptdFEFbPEelRU2pi548FGCsEAdEKWt0ShVpbN+2oPlp8E5aKMqoO7EIjrVj9Qwho0gq7xUzVvh1QK79b4N+kJSqtc4s+JX5TcupxXsV+hIDowCa1nlNpyKdSn0tUYBpqlXMjZnT7d/0jd1qgIIZ6KISSGllJpU8RdjNE2hJcci0ySxOFZNca06AlXDg6YRSSg83PhKpGQwSxTr/eSCkpJg+jWodCCUqDhkji3CpU2yLNFJGL8Ldj1lkIsIcQTLhbFY7Ll5lYqZ3WE0SYW3nSi2QeJs5M3xFEEe/xpF8Cv8mvrh4jvd1lGumrLmyk/1cRQnQD7sER7l7riyGlvO6i5zmXkS6EOAJ0lFKWCSGOcp6ABimlc2PTzoLHSPfg4eLopbgT4FSxHHe6QblY3EH7mUb62XAUvxIu03jrM2su+BxplwjFP/VJKUFy1n1XkqHBWwCw2yWKc5zrfPvqmkVVzS/qeXabRChqfx6llEhJnWv/aPFNZ5zTjnAjo+gvzjTS3RHbgSPA+a8rUkq3uFa6w7Xvv85/4TV0l8+bh7rhajLS27V96rKOXbV6/FXxGvwdIcR9wCfATzgKrP8MNMQRWr9USvnoxc51vqX9hYDx5GOnufY9ePBQt1ilBUtaJS26pxEaGsrBXYc48X0BISLywgc7Gau04N3FTGR8OPu/yMSPQGTzGpp1aUxwcDAHdh4k88cSgkX4hSe7wuiy9pHgraN+bASHjp2gMqEHQqFAl3uYZoEGGiUnoNPpWLPrOLZ6HVCqfdAf+ZPGUb7ERoSy4UAmJHepM302i51tHxYQKRsQ7BvOccVmWg92hMCWZtSQvcSLJgmtycnNpqbhIZr1jcFmsbN9biH1Ve3RarXsLV9Hy0dC6swLvHSpgkOHuxEZmUJxcRHe6p8YPtyESiXYtMnM8u86k5zcmuPH1zH4/t2kpZ32li9fbubosTspLd3BlMnZ5znLv2Pr4mK8ChMI0caSXrabbmNO53Mf/rOEmg31aJTUgvz8fPRJO4lu7sXxhSGkxDdBqVRyLHcfkTcVEN+sbloeSmnHsv1PesVHEBoayi8791KZ1h6Vrx/mnRtJ81NTLyKUzccyqGnTvU40XCwlNSdoeZ0/J45loS5rQ7kum9TOCnz9HBE8QqFk/Y8ZRPs7NxzfIHVoO0KzTo3QaDTsXL+HirVm/EQgNQlFNL+xEbGxseTl5rH5q12ElsU53YCySiv6pGKu6dcOgDWLNhJcGOtWnmpjsxKaXZOGtDuiNw7vPYJyk/v0Sq+S5cT3DSa1aSp2u51d6/dSuc6Cr3B+vZBzUR5WQItbUomvF0d2Vg5bF+8l0pjgalmnkFJSGppNSqckIuMj2Lx8B4H57hOKD44ikF5pNhq0TsRoNnL8y0K3SpW7qqjbnPT/KqOB56SU7wkhqnHUc0sH5nL23u7n5JxXdynlJCml/ozH59z+xX/EgwcPTqaaCgY+fhsajYbcrDxGvTCS60d1wixNrpb2DyqjC5n27lReeOkFTBioopxBT9yJSqUiLzuf8ZPG0fmZllik+cKTXWHivKoZ8fgQ7h10F726XcNfv1TB+iwG3HIjBcWlKJVKflg4G2WWw2PcLTWcuwf0YdSI4SRG1O2Nob7cTNvQG+nZ+Wb+98JEFJWOEGK7TVLyVRCTx71JXlE2bVq3pV/c0+TuLWfnwnxmDJuHl5cXpWWlzHp+Hjs/qTsv6MrfmtO8+bWUlWURFxfPY4//wmefgU5nZ9XqgQwZMpyCgmMMHz6NBQu7YbM5XuOCAhtHjt7P2LGTiIhoX2f6ADS5adx242Aef/Qp4oNO1xXIP1JNatUg7rn9QQpKc/Dz8yNvl4mKfCNxYcmUV5VSUl7EiyNfpfq3VOz2urmT0e/dzqKXxhIZGUlOfgGLZr1JyCFHVFmXcD+G3N6fYU89RaNo1y7CWWxGGnSUvDblFTp3cxiaJms1Y8ePJiQ0BI2PBm9vL+znLZpbN5RSyMPDH8BkNFFSVMI7H79F4h1hDo9rpKNlYeaxLFIbpTJ3xTvkk+V0jdUxBSz67XMMBgMGg4GFqz+l0DfT6TrOR/NOTbjt9gFotBo0Wg1C5T4LCAB6qklJa0BhXhFlpeW899nbRN7sXv2+W/ZNJSW1AdnpuXS+9hreWPYyxdJ92tjZsdHtvk70H9SX8RPGEZbkPoswf1FGEePffJ6bbr2R50YNx3zK3+jBg1Ooj8OLDmAGfKUjfGcmMPRSJros94gQogsQAayWUpZd6PkePHhwHwII5sNnvyCcaAQKpuRPY+SLw/lt+kZCcR9verksZtiUx5kyZQoTJ04EIJAQ3n9iHuHEIBBMq5jOI089xPp3XiMY53rT89T1GDb7J25r7Ie//+kbvfLAVF75ejvasBT0x7Np/+eftGwQzS5gVY5gxfvf8FFI3d/Y+IV7cyzmNzZu+4YOHTqc1pej45aeQ3h3ztskPFPJzws/4uM7VrB44myivFLJysqirPkWwpP9+eGHH2ge3BW79RCKOrjhvu/ezdSrt41+fVUsW7YMk+kWCosa8/OKnTz99DO8+eYQJr6UyaSXq7j33qfZvGU1nTqqmflWDHff3ZNly5Zd+CT/Er/uR/gu9xV0uhG1xo99r+Dxsf245b7OtO4XgW+TAHrEhOLlo8SQuhvfYDVWs525H86hTcv2FJcvxS/0yucyN/Syo9Fo+Gh/Bn4Nm/DRRx9xW5dOfFyiY7VNy8pF3/H2FT/rpVOp2M34R8fx8ccf/2PfR3M/I0rTnhBtArEBrZ2uLZxopt79DqFEIZG85fUW1994HfO+WoZ6Szi7tmSgEApWzZ/LI1WPgL8Vai4875Wkbe+W/Pnnn+yZk45Esv3a7XS8syWZ89yoHRywZcsWfn5rDf4EEkio21R2B4ggjo1TD+Al1Fikmc9jPqdZmyZs+OmA24SWb/34AEcpRC00rJk/g93Vm7H4G5z+eTsXSqFi7azt/MwaGmx2j0KzfyeKeMb3fo3Qjr5MfvsVV8u5ypFwldQ2u4JUwKl+wflAKrAX8AUuyTtz3rsuIcTTQogX/za2HFgDLAWOCiEaXcoJPXjw4FqUQkWkiEMhlBiooUXHpmzfvh0t7uNRsEkrcX2DKS8v59DOo6fGVcLrpHYFOqpp2aG5y7T7hMbgF5n0j5s734gEtGGOasG2omO0bduWo9mOdjX+sQ3xDoxwij4hBCldIgmMrl0MUKEU2O12lEKJ3SaxmUGr1RKmisNut+Pl5YXVZMdqtqP11dKsaTNqSusmyqJrV2/q1VMhpWTb9jjCwsLw0RwnK0tQr149wsMcN8/e3gdIS0sjI8PG8uVm7rlnMh98MP5UbmldktQmmKiUf36+orWp5OXl8d6rCxl1w2dEH7udg3+UoVAIasrMbH3Nn5IFLejfbwDf/LQY35C6Kapks0u8vLyQVivSZsNH60vrNm2wVJahrVcf73DnVvk+G6U16Yx44SGmvDr9VOVvOB0lufL3n1nw08u06+dNSc0Jp+vzFj6EiWiEEFRQwjVdrmHP7r2o8UYtvDE0LCH1iUgmfPw877//Pj7Vzg+PltLxPtuwYcdGgH8gySnJ2GsVBnQtepOOIUOG8O3BL3hh2TCMTUqc8h29WBy/G1VE3u1NxzGN6dq1K79+9bvbGOgAESIWtdBgkzZSeySRkZGBrHaviIRQEYUW57VxvFTUQkOoiMJLceWLiXr4J3XYJ/2/yiag68nHPwAzhBBTgHlcQq92uICRjqN8/am4LiFEX+Bm4H6gHXAUR2l6Dx48/McwSj2xAwLo378/815dhI9wnx/d8oh8nh89ig8mfoxW6dBlxnTqhs8gdSTeFUrPnj1ZPHWZ2/R3P5OqY1uZPvoR3n//fUr9XV5b8xRBMVq+/+0bhj8zgpK5sQxuMxoAlfCmNPAwYWFhNCm7FdUvzbnl5ltQKlRYjHUXgiyl5I3p3jz55Ce88MIIHnzQhNWqxWKx4O3tuHlWKg34+fmRnWVj7767WLNmDX1vdeSh2+12SkqcHyLt4+1L69atmfL+eF749F4aNWqEf0b7U0X3kAKVSoW/vz8BPsFYTXVjTB2VXhQXF/NCr2vobSzgvnvvQalQYLdYLnywE7CbTdRrY6GwsJDS46evMSZLDb7qUO6783HuumEEg+96hrvuuovGnV3XxaFKltNlWCuCg4NZM2fLqdZhQoBCocDLy4uEhATMCuenBm39YRft2rWj1wsdueHFa+jQsT0ajQY7zv/sn4tdvxzgugY30afxnaz9Yy3T5k7+R9V8VyORKBQKVCoVgYGB+If5udVCAji6m+gbFjH93WkMHzqCaOq5WpIHD+dGysvbrl5GAutOPp4EfI+jx/p+4KKLxsGFw92TgZ1n/H0L8IOUciGAEOIF4J+xax48eHBrTNJA+K3ejP/feB7p9wShpfFuFZZ47Z3t8PPzY8K7Y/D39yc6OpqnZj3E3GELCJbhxNzmz6jRIxna7ynCKt1LO0Dl8a1Mfqw/u3fvZvlhA/7R9V0t6RRCIYi9V89zrw4lQpnEBx98QMuWLSm3FNDq7ljGfPwQ0YammAwW5s6di1qtJrB33SyCSCmZOdOLO+9cyNy5H/DwQ6sIDlbh71+NEIKycsd5zeZoCgoK2LPXwscfP8+2bduwWN6hQ4cOtGrVislTspnxpnO7e1QbKti/fx/1b7aT2jmRPz5bRaOGaVRWHiWygR+RL1ZhNW9n1jvHeebJ4SzdM4b67a98moNfk9YMnv4uXcL8UUk7M2fOpFWrVngFukehJH3WCUaMfI6ioiJGTg6nefPmSCk5cmQy5fuSCBCREOb4LHz99dc0adaI33eWoXSyF6xaVtD6sRT69u3LiAHjibDGn9qnPRLBwSP5/P7u2yzYMZf4ayMwrzvPZHVAUFEMd117Py1uakxVdRWLFi0iJzsHlXAfb2FYwckCZwK+f28lU16fgk5R7VaFpYJFOPlfGMiR+ynILeShJ4bwzrrP8L20KNQ6wy7t1DQo5KOvPuD5YWMwb/BG7UbFAT14qIUE4T7BPG7BX/3aTz42AJdX/p4LG+laqNVMuSPw2Rl/H8WRm+7Bg4f/CBZpJryPhpde/R/9bu6PV64/1RwnSrpPL/LN3+7g2I4XAPCN8KFly5Ys/mQparyJGeDPuAlj6de7P5qCIGo4TrRMcHqPVkNZPtV5x7B3cXjJi/f/iV9UMtaaMl55+FbS09OZ8clS/GIaYDPqCEpqTmXWAapzjwB9MeqqKc5YR1D9lnj5+NeJxn0/53J8fRHcBsVZVWxdXEqLvvHkbK/GHFFDeUglybaGVFRUoG5cSUm6DaPBSHXqfkq3SybcO4GRU56grXfd3MB+MNuLfv0X8umnn2IyLWH1Hyry821c00nNihUrsNtvZfnyrwgJuYEff/yRB4doeWPafShVasxmO2q1mqNHDxMTfahO9AEc21zG8S1lNLkGDHozfy7IJK1HBAVyL1FR0RyfZaYiP4d+ze9n67bNVCrLydloJ6YtGGusNIxpT25uLn6hdfP5tFZVYKmsZLW3L+qyfJZOe40XpryOKq0TuhNH0KcfgZ7tMev1lG9Zi1+j5ngFBNWJlrOhDo1g/MgpaLWOa0v1HdXY7XYyDlZgNx9GZynB2x6BSZQzuucLfLnkKxROrsSsl9W0GtqAuwfdzcA+gwisiSCH40RRj8KoY8gCL9Ro8IqHqKgoynLL8MO5aQTVVGCsMrB93kE0DQV93+jLwO73EUSsU3WcC7M0URyVgSjwRoGC9re15MiRI2jsPm6ziFrqnY/JtwZVqRYTRm5u0pnc3Fy8cI/fPYCa+oV89M0HDB8+nBOr8lDjTZAMc6vq5EUyl1IKANBZqimU2UTh/N/gc2GRZgrIIsLi6KhRTB52aSdCuMd35arj6vaKXxZCCDVwE5ACfCSlrBRCJAIVUsqKi53nQkZ6DtAcyBRCBANNgI1n7A+nthHvwYMHN6eSUsY9NQGtVsv3K74DID09nfF9XyOK+Asc7RwC82KwnoySLEgtISsri+rdZhQoefLZJ/Dz8+PHlT8AcOjQIV65cyYRxDhVoyw4wIq5r+Pj44MQgn79+vHg8BcI8vWmR48elJWV0adPHwDeeHMGe4HWwUZemv4+AQEBzJw2hePHj/Pk9IWENGhTJxpDj7di0pRhaLVaPp65gA0bNrDu4KdUb/Hh7dc/Axzv/eS5L9BuVDR7f8rhhbveIiIiAsWNCiZPfY2kO+rOi1NW1o3k5GSee+454DkAZs4cycuT9vDihNd56KG38PN7isLCQn788VnuHqihZ88MAIqLbaz45QR5eScYP67uqiqVrg1n5shP8fPzo2PHjpSXl/PKV/fT8vYoXnhxPDPGzMdisXDkyBEKgtZRfqiGaSO/RKVSoVKpyM7O5t0lL9F1ZN0sdJhLi5nx5EOkpaWhVqt56623OBQch48QNDeX8/qcWfj7+9O8eXMKCwu5Y/JbBLe7tk60nA11cCia6ubYqx1/Hzt2DLvdTrC9LSWa9Xz748fo9Xr8/R2FCrf8UkCkv3MrRpdQwHMjHeX1ftv4KwCrVq1iwbBvue72bjz11FOYTCa8vb158YUXEce1Tjc8Kyjhy/XzUKlUWK1WRo8YjU92iNsYwGaMPDb2YW644QYsFgsmk4kRj48i0k1+UwAs/noW/fY5Uko0Gg0HDhzg1SfeIMRNjDe7tNPttmsICAhg1qxZp8Yf7vs4ZLhO199pcW8Ko8fOJTAwkDnzPmD37t1Mufttwp38G3wuKihh0uKxtGjRAl9fX1bs/Y5pU98g/wu9q6V5+H+AECIBWAnEAd7AMqASGA5ogMcveq7z5eIIIV4B7gPewLEi0AyoL6WjUokQ4jHgHillt8v5j1xJ2rZtK7dtc264owcPZ6OX4k5XSzgvVmmhkBzkGTGIAkflW3dZCTfeerqtVk1lHjUV2YRGN0UgKMnfW3vlVgjCYpqj8nJuXnrZzceo2Ve7P7c2NQZptmJIL6o17hXqR2D7FKp2pmMuqDi9Q0BQp1RUgVquNA8nr2fXyhJqyk8X6lIoBG1viaCqxMzOX0uw6ARJbbQ0uiYYIQQWs51tPxRRnm3DP1LQ7tYINL510yMd4PvfVNTk1Tawg5KDiGoZgd1mJ/33LGrSdYQ0DSLumphaBZ6klBz7OR1NoDfxnevmJnvV6pYYM9IxFxTUGtc2aowqKAibXk/N9m0IiwV1cjKaxCTsZjP6A/uhpASbQoFXfDw+DVLqrDhV4rc1FBbvxWIrR0pvosNb4OXl+DyVV2agNxTXen5YSCO81XUTuXEuxIbdpx4XSkeb2EgRh0kaKCYfu7cVaYIwolzSs9ooDZSQX2tMgYIo4qmhijKKUHorECYlkS66TlqlhQKysXtbUZnURBKP8mTOvDsgpaSUAnTKKhCgsWoJx736uFulhSLysHmbsZlsBBFGkAhztaxaFMpsLNSuJxFEKH4i0EWK/kmJzMeI4dTfAkEkcW6TenG2exwNjuKQ7sJv8qvtUsq2rtbxbwnwi5Udmj9xWcf+tnHCVfEa/B0hxNeAFUddtxKghZTyhBCiBzBHSnnRRYouZKRrgNlAPxxl5B+RUm44Y/8fwE9SymmX8x+5kniMdA/ugrsb6RfDX9cFV1W9PdNIv1ROriEi6vjmUP9YBVJKpNWOwuufN8tSSrDZEaqz7LPazjp+JXk4eT0AdrtE2iRKr3++HjarRKF03fu8s8aRw2qz2FCoFJekw261I5SiTrWvWt3yXx0vbTaEsm7f56TlDu+QlBIp7SgUtc93rnFncqaR7s5IKR2Fxc5y7bBLO4K6/bxdDK6+Nl8NuMt76eH/L1eTkd6x2UU7hmuxctP/rorX4O8IIYqAHlLK/UKIak4b6YnAfinlRVdpPq+LREppBIacZ3/3iz2RBw//X6iQJQS101C/eSLFxcUUfKdDK9ynvRlAaUA2yZ0TiE2OYfuqXfgcdPQYN0sT9mY1XHtLB/R6PWsXbia0NM7pNzNGfTlK4z7SGkbj5aVk3Q49odFN0NcUkRSSRUS4w/shhMBsNrFup57Q6GbUFK7nhm6NkFKycu1h/CM7I+rAOJFSYv9qN+2940iIiyc9K4O1mkL8b2yGtNmxLt3FdSGpBAcHs+Pofg6388M3JZqqTUdpl6Whcf0UMjMzWa8pQntzsyuuD6C8wMSOucE0Tm7tyN3O3EdIl8OkdgxGX2lh3WwbLeJvoLCwkKqw9Vx7X+ip97m6zMy290PRqgOIvuUQCU3qxvOa9WMusXn1SI5vSGFhIXuMO2nwcCLGChO6Ty3EhscipaMa8wHTPuoPTcBYYSRvXjHXJnclLy+PY6GHaHBHUp3oA7Bt3kRzH2/qhYWx+dhxSrt2B8CweSN3xMdhPdlSrKqmhtV+AWgSkzBt3sSNgf7Uq1eP37ZvJyM1Da/w8DrRJ6WkomYLnbrUIyIign37DnL8oA/+vlFIr720aptEaGgo+/cd4vA+FaHBruttXCLzaf9wE44eOIZy0+mQdqu04NPdQmRCJHs/P0GwqJvX6lzoZQ0B1ypo0bkZ3t7ebF+/i5Lf9fiLIKzSgqFBKT0HdqOsrIwNC3cQVuX8a6JVWtDXL6XbbZ0AWPXFOgJzo09VoHcnSvxy6TakA1tX7kB72H3KFlWKUurdHE5a6zTMZjMbV2zBvsvHrbqDlCmLiOwYQFKTepw4lo7pdzVKUXfRTJeKlJKyyFxSOyURmRDJhq+3EpjnPh5qcBSB1LaEBi2T0JsMHF2UR4BwbgrN/ys8Oel/xwcwn2U8HDBeykTuE4fkwcNVQrV3GWMmj+TGW27goaEPYj3rd9W1NO2Tyh3338YTTz1O/RanDRxbk2rmf/cJeTn52O12Pv71ffIVGU7Xp6vM5bGHBnBNp3a88vJEzMZKxw7pMMwVCsfWtm0bhgwZglKppiRnE4vnTcNgMGCxWFj4yRSKsrfUiT5pt3GtbxKR4REcycmge5duTOn6ANW7Myj5dReLxkxHrVZzIPMYLz//Ai13WrBWG7jLnsJ9d93NvsyjtGrVikld76PmQPaFT3gZVJeaCfGNpaS8gNzCDJ4eOhJ2dcNssLH+EzNvT1xCbn42SUlJ3NNxCgfXl586dt37Fl6dMJ2nHh9GdWndfX7FJi9apLUgPS+dsLAwPhr9KUeXpGOuMTOw/0AapjREIRQIxKkK0XkLivjk1c/IzM2kcePGPNnmWfK3F9aZxo4+3tzbpw+PPfwwzeLjTo176fRMGD8ehRCnNqREf/gQ7w++jyZNmrD/+HHenjSJtBPH6qzNU1HJPt6dPZ7w8HAOHDjGiBHP0LK9gqqaPAbc3gO73c7x45k8O+xJbuobg9miqxMdF8IizaTdU4+Jr0yk8/XX1NpXHVfIlLcmM3b8GEyXdg9zRSijiPsev4eK8kpyMnOZ8f4bJN8VgZSSyqhClvy2gPy8fKKjo3njq1f+ERrvDGriilm88nPKysopKy1jwW+fUuRXN9eOf0ONrGTQi/0ZO35Mrd8Wd8AYXsldg+8gNyuPyooqvvhxPqo2zm+ndz58UhQ8Pe4J+t/ej1tvuwWbG7XYA7Bj49q72nFT/xsZPeZ5whLdz/gtp5jnXn6W7r26M+y5ZzHjXu/xVYUE7Je5Xb1sAAad8fdfP/7DgLWXMpHHSPfg4QoTbopnbK9XWTzvS7frv/oXBxdmMWXQ2+zdu/fUmJSSLn068uWXX5K5oJwN7+6htLSUJn2c73kLCk/hzbkbePOdRbXGtf4RFJjasDu7Huv3eeHt7c2ChYsIjkilbdMQDh8+zLrdktXbTGRmZtKqcd14gBVKFT8F5fNdMx37bo3gheVz6NOnDzUHc9GUmomOjmZh0VaO9Ivhiy++oFlKI4w5pbRv157Pv17M0QFxfLjmWzp27Igxu7RONMan+ZH6yAGaP3OMpk8c56NP59CubXtKcow0DO7BkiVLSHngMHvMn9CoUSPyNjlygXf/VsLDt4/n5ZdfrvPPr7KfnU3116J4yMIar9/Q6/WE1JzOEV22bBl7grdT0C2L+o8lYDVauSa+C/PmzcM2yMDSvEW0a9cO/aa6uwlbFxTCsBUr2blz5z/2VVRU8NEPP7K0qoZ1DVLRJCXjm5fLNddcw+RVf7C1SXNmffABQ+64HXNB3Rh2BlMJrVq14vNPVlOc3YAFCxbSunULfDTBfDpnC/u2hZJzLJE33niXm2/uTY2u4MKT1gE1CUU8+OCDfPLJJ7XGy2QRwyY/yeTJk112vQwnhjfvm82xucVkzqvg7Zlvc/0N12FET9e7OrB8+XKOfFrA4v99T1RUFCGtLzpa8YrR5qYWrF27lgMfZ7H/k2y2bt1KpztbOV3H+bBLO9prJVFRUWzYsOHCBzgZ38Iw3rhrNpnzKtg3O5Ovv/6aVl1buFpWLeRBbybeMp3vvv3eLe8flELF+nd2M3XILHJyclwt56xEkcDEvtP59J35rpZy1SOQCHl521XMeOB5IcQXOCLWxwkhNgG3Ai9eykQeI92DhyuMRvgQLMLdqmDO3wkSYWj5Zwi+1WpDo9Fgw4oNK0GBQcQlOb/yrVLlTXBEQ7zOUwzOqjtCr169WLs5HYSCuJgI9u7di19QPH7BCezbt4/42LoLtQzqlIrSV4NNb6KjNoGtW7fikxAGzaP5/PPPGd2qP51+qeamm27iuy2r0TaI4r0P3ueBOwbR/odyRvd/kKlTp+Lfqm68TUIIjDobq/4XTM78jtx95718/NkcvLVKUho0JDvvBAFhauo1C2Dfvn2EeCegq7Bg2NKaHTt2UGGse29hTNso/KJ8kXaJfa8gLCyMUtXpQmdz5szhw/s+47rimzjxdSa6Ij2pqalkF2ejCfQmokkYBw8eJFJdd+2wNAn1UEf+83MkbVbi4uLY+v13rHhuGJ2OHMRSUoINgUqlQmmzgc2Gt5cXLVq0wFpaN4sxIUENmTZtGqPHDyKlWR4DBvRnyeLlaLyDCA9NQ6FQotMX07p1Y7Zu3YrWJ7ROdJyPUlnAqNeHMWXiVCyW00WxbNJKQv9QioqKOLY33em6/sJbaAgVUQghKKOIrj26snPHTgSCBikNOHb4GBqhJZBg9u3bR0Jq3IUnvcJIW+1rc3BQMIkNErFL9/G0FvlkM+GVF3h1zBRXSzkrfiKAwJNhz+WaQrp168aRPUddrKo2WuFPoAh1l6L9ZyVERKDhyhc7vVKohTchIgIvhfukCVzVSHl521WKlHI70AEwAceBa4EjQAcp5f5LmcutPsFCiOeB24BGOApO7wNelVKucKkwDx7+HyCEYO2yDSz5fQF5eXmEh4eTlJyEt8Y9Kr6fid1m4frODVm+fDk+QU0AiVbrg9lsRghvh4FqNOLtrUZKWWf5o3ajBf9F+5n02kweevE5Aoe0omL9IQIjA7FarQQGBqJSqdAKL4x6M35aX7y8vPD380OtVhMUFIStuhAi6qZyr1AIpMKGyWRCq9USERZDVfFRGvj6YrU7jCUvbwXGSiNeSg3r5poY9cgjvPzREIL9UgCoKDBjt0kUyrp5DaWUHP7wBDNHzmLE2BEkPRgPQvDmjDdQbVUgq2FYjxF01/ZkY8FafKMd2lWAUq10vM8qDc6On7NFx9Csb18qfP1JNhn49uOP6f/kk+QmJvLtt9/yzoMPsG7dOh586CFUKhV2c92kDVgseoKCgvDx8SEwMBAvLy+0Wi/M1TaEUGEwVlCvYTG9e9/Pow9OJDSwY53oOBdWq4kGd0STk5ND8Xod9HSMG6WemshSXhn1Jg/e/BgR8Y7FAxMG7NLukkXOKlnG9aM64OPjw7o52/EnGF9fXyxmx3dFgePzptF6A9VO1bblu12MHDuSmyd2RQhB23ZtOXL0CHbsKHB9XrpeVnPn2D58/PHHeBU4FoBtdhtmaUQtNC5WV5sikcuo2U/zww8/UPh7zSnD3YMHDx6uBFLKA8CD/3YetzLSgeuAT4CtgAF4FPhBCNFNSrnepco8ePh/gPZEGHd1u48m3VPYsWMH0dHRFOYWXfhAJ1NasJ/BL4/kpZen4ePn6DFeVl5Jg/pJWEzFSGknKiqevXsPIERQnWiwmyxoF+5l7qszeOKFkejvaYpSIUjNV9H8jubcsfhlgq5tRP6CeTx138M8vfhNlkz+lKETn6fmvmYs+eJt9n7wPV8+OQDq140nODjKm+snVmG37eTNaQd5YcxUZqwYRL53Pr7egdjtksoiE1H1otCZy2gadQN+fn48essUQkJCaNiwIa3WPcr+tZ/RrMeVb1XkMNCPM+2hN3n7vbfhdjPeAY4UhVYvNT31vBUf/8zdtw5i3cFV5Ofn468OQC/L0ZcYiGofRaW5gjCc27pL07QZsmkzAoG8vDw2btxIo4hISpOSGffbKq4R4KdS8uqrrzJ06FC8QurGEAgKreSWW27h5huGExvVlhMn5jLq+ecY89xifDTBRCfmMHr0aB596AVCAq658IRXmIrqTKaMeI7S0lJeWDycpk2bIqXk+PHjhIYkExAQwCtzJ+Dn50dsbCzD33uM95/6jGjqOVVnlSyn/dNp9OrVi1G3TSDSnoANG/n5+QSGBGKXRZgwEBUVRXlRhVO1AQSXxjLw2sG0uLExldWVLF68mJysHLdpe1VELs8++yy//vorffr0oWPHjkRERDC5ZAqWP1yt7jTFIo8n33+AqqoqvnzhR8KFe/T29uDhP8tV7BV3NW5lpEspe/9taJQQ4kYc3nWPke7hP4FRGigkGz9LMgD5ZGGWJrfq0VkiCyjHYXybzAYy5REiiMWo0qMvrmHr5wcIb+9Phw4dmPzYDKJxbgEgu81CQeZmbAZHzltF8TGEQklUvQ4AJESY8PHx4XCmJNLRxYutO47x7DNP8c7coSgU0KvXQ3z0+Q9owq58aKqUEu8v9vDRqzMZ/MAD5NRXo/x5J/6tkqiyGIiIiEAcK6VSdYTYyKaUlZWhjgigvLycGJ8gtm4+Sli1Eiklpjq6Ch9cX8bBFRDX3oLFYCchvDdZWVlEJvqwa9VGHrn/Gd6c8x2mgmDqv1Efnd8RDpZlM23uZgA01mgiIyNZ8ecSOj9WN6GNx+dnMvWBN5g9ezZbKjcS+EcgIQ2CQEL5mip8WqgxlZl5oOXD7N+/n/DmYWz8eiOD7xzMi/PHocn1IbpfNMX+BXVmpOuPHsF47Cg0aYzZYKBizR/4Nm2GZs8uKm12CAsjtKiQDiOHM2PhF9jjElDk5rAuKhpVUTGfPDeM+YsX452aVif6dDozAQEBqL2rKCk9RLO2UZSVlSGlneh6Obw4YRx9b70NtSKF6soNRIW3QK12XrcJX59wnn9kPD4+Dm9q/wf7YLfbOfpnOkesGRzaNBoA/2gf0tLSmPf+fPxwbk9onaym/VONGTBgAANvvYdgfSRZHCWWZLb8sY2xL4/mmxlD8U/woWnTphz44xhRJDpVYzXlmI1mti84gF9jL/rO6MudXe8hhHin6jgXgYRy+/V3oxACizQTGhrKD9/9QNHeCoLdJDS6RBbw6Dv3ADBp2GuEEEmuTCdWuE+BO52sooQCUmyODgc5HCdYhju948H5KJTZlOIo1lljqaJAlhNDIl7CPaLuLNJMHhlEWoIAxwKSTVqJFO7xXbmq+KtwnAeEEBcVLielvOgvilsZ6X9HOBod++NoBu/Bw3+CUgp4f+WbxMXFoVar+WnvMl4aO5Gqn1yt7DQJvcKYP+MDfHx8aN68OUXDini067Mo/QRL/1yIUqmktLSUpx5+hvCaOJydIGfQlfL0Q9254YYb0Ov1/LFyER9++CHbTlixmvV0a9eI2bPnEBZzun2ZUdGAGTNmsGzx2wBMmzYNu3dqneizWvTc3PYa1Go1n55RCGvA5GcpbZvAO++8w3evzEav16PX63l+9lRCB7XkfzOmMGXM/7DZbGjv0vLUsGcIur7pec50+RRnGhj/xBwiIyMRQpCTk8N7C1+i15gAdBWH2LhxI5OHLsdqtTJ63Ag6PB2MX7AXnKwmvGZ6Ienp6aTebCQyqW7ymOsZk4iNjeX5558/Nfa/6RPI8c/k3dGz8fPzQ6VSsWPHDhYf+IIGPeqR2SCbvXv38slj87BYLIwaP5LkR+rO69q0vJSZb8/Cx8eH9u3b80xlJb1ffpVUi5n3338fs9mMSqXilVdfJTMxCUVNDc/dcjO9e/dGrVbz8ccfs0qlRquqm59bhb0+EydOZNGX76HT6bBarYwdMxm7PYQHH7ofHx8ffvxpOQDp6emMH7WAyPC6aft3Nnw0wYgdp6MwjnU5hs1mIyjn5OLZyTp2RanFpKeno98viaqj6JdzUUoBjz/xJkqlktWbfwNg1apVfDHseypWmljZZSXLdi3Cbrfz/IjnCa6Ocvo1sYJSFq/+FB8fH/R6PSOfHYVvbrjTdZyLYBEOJ2srGmUFx48fJzcjn+BS9/FUe9eHW2+9lZqaGv7Y43ifZ8+ezaH3CtymZ3qhyGH5niWo1WoUCgXd9nZj2JARsMPVyk7T8t5URo/9CF9fX+Z89gF79uxhyt1vE457vNcVlPDK4vE0b94cjUbDL3u/Z9rUN8j/Qu9qaVclV3kRuEtBBWQAnwJZV2JC4Y7VI/9CCPEiMApoKqX8RxlJIcRQYChAQkJCm8zMTCcr9ODhn3QTff/RoscHX7daCa+QJeipqTUWShQKFBSSg1VpxsfmRzgxLskNzX+mA5VHdiLtp5doFWoNgSnNsVstVB3djTowDG1MYq3jLLoqKg5uQyAISmuLSls31d2llFQoN2A3WWqNa9PqoY4OwVJUQfWWw0ijGXW9SPzapCAUArvFSvXGg1gLylEE+RJwTRpKv7rp0VuT541h32GseQWgUOCVEIumccqpm1FLYTGG7XsRWg2+HVuj0NTOGzVn5WDOLUDbquk/9l0pVD+nY64urzXmHRyBJjSa6owDmCuLEUovfGOS0UadNsSNZYVUn9iDwtuX4EZtUHh514m+6FUlVOhz0ZlqrxOH+iVjtZsorcnAjhGV8CUyIBW1yuExLK4+TrUpHwVeRAc2wdur7jzXtgNHMEmDw1uksKK1+xNODDasFJH7j+eHE+NSj1eRzEUg/hFmXCMrqaLcJfpM0nDKM/gXAkEk8SiEAr2soUiRi9KuJJp6Lgkxt0krBWRjUZrwtvkQSZxb9kgHR5X3QrLxwZcgceXTZC6Xvz5jZ6LCiwjh/OKo58IgdZRTXGvMj0ACRLCLFP2TUlnwj1aJEcS6TerF1xUfs2zZMuxn3D/ExsZyww03uFBVbYQQ26WUbV2t498SqI2RnVIevqxjf9nz6lXxGvyFEKIfDpu0F/AbMBf4XsrLr+7ptka6EOJJYDrQV0r524We37ZtW7lt27a6F+bBwwXopbgTcNxUKVC6zQr9pWCXjh+3vxvoUkrs2FHW8c1hwXBH7qzdagEhUCgv3gspbY7roVDWrUZb18o6nf/foitytImSNhvSZkehdo8bqDMJ2ud4X+0WE0Llhfj7581mQ0o7CpVrtEevunAQl9VuRim8XPY9tx04cvqxtCEQbtlZQkqJDRvK/+g10cPF8V94nx0V8d3ze+Lh37PSvtTVEi7I1WOkR8tODS7TSN/72lXxGvwdIUQ88AjwEKDE4Vn/SEp5yS1M3DLcXQgxCpjERRroHjy4E5UhhTS/tSENGzckPz+fdV9uIjDPNR7pc1EWmkeDaxKITYphy8pt+Bx0tJiySzuVMXn0vL8bSqWSlQv+wD8rEoGCIr9srr2/DfHx8fz+3WoMm5RoRd14CGuyjtBZq6dJ40ZYLBb+3LGHjOAUvIMjCN2/kuapp3u3bz98nKomPbHUVBGVt4vubVsgpWT1tj0Ux7VC5Vs33vRTWjcdoq8hgr3pRyh+qCM1u45zY4EWH7XDuyuUCr40HsOnYRztt1UREXras2Q0GvkpuIKATlc+X9laVkGzLQfo1KIlarWaXYf3sjrIG5+0hgSuWEuPeg1OLWgcy8pkb7fWGI9lcJvU4H3SKLYDi6oL8etUN7+j1hM76BDlQ2pKfYqK8vh111Fo1AVLTSUNqg7SvlULvLy82LVvH9sMfmijk4hKX0PjBsm15vn9YA6qxl3qRGOJeTf1mwcTEx/B9o0H0Na0BqDcdoBmncJo2CiF/Px8/vz1AMG0prDqIJ1vjUWlOr1IlJOTQ9GeMPw0dRNNUyMr8e+koGefrhiNRv74ej22A2qiB/gSE3faYy2lZNW7m4gRiXWi41xUxxfSoX8r4uPjyc3N5c+lmwnIjaaSUpo9kIx/gOM6IoTg9w82EG11rj67tFMVl09qpwZExkWwdvFGggocr1t1UiEd+7Q+tXCZcTyTyp/sTq9YniczuGHYtdjsju+sQW9g28cH3arWibF5Mdfc2IGwsDCOHT3GlsV7CatxHy91hSghuV80zVq3cPyu/LQB8zY1GuEeOfMAZapCYjqHkNSkHseOHsPwqxqVcJ9bdSkl5TG5NL4mhcj4CNZ9tYnAHPf5DHpwMhJP4bi/IaXMBl4SQkwCbgFGA2OEEGFSyopLmct9rIaTCCFeBl4CbvYY6B7+i4S19yOlUQr7dhwgKCiIhas+o0hzRdJTrhiNrk+izx0388jQh6nf4rTBU6DMZN6vH1FTU0NpaSkLVn5KoSaTYvKYsew1YmJi2LVlNzPmTCega91dPszlJcRGR3Hg6AmycvOYM/MN6lceB6BT6xZ07twZi9WK1WqFk4sfAdk7WTD7HY6mZ3IiM4sv5ryDNqNuE/mslTp6lwcyfsxYOjVp5Rgrr2Hc6DFIKbFYrdhsNoRSAQqBHceYxWqlTZs23HHHHSh96+Zm316jIzowiPS8XPann2DY0McZJPywm8ykBIVy76BBmC0WLFaro+6LENgrq3jpxQmYzWbHuLQjFHX3PseYi0hr1JC9h4/h4+PDt3NnYji0Cau+muiwEI5nZnPw6AlGDnuaG6Icvcml5NRrGBoayoQJE6gx112v6AatArm1/408+OADpDZJPDUemmQiJbUB+/YcJigoiAXfvE2hbjcCBXabHYvFitlkpl+/flxzTWe8lHWT1mCTVhrcE8mUd17j2OHjnDhxAoO2CoHAbpVYLFYsFitpaWncd999KF2wNi9DzVgsFnZt3kNgYCCfr/yYfEUGZow8P3oUKpUKi8WKzeqIBHA2Nqx0vr093Xp1YfSY5wmMPr2wF9MgksEPDMZsMmOxWLHb7LgiEdyIgZcmvoTJZDr5Wtld8lqdD024F6UlZezeupeOnToy7qPhVEj3KSlkCq+i3x19OHEkncL8QuYvn4d3O6urZdVCkyx4ZPiD3NynN3363YKduru2XQ52bHTs35ruN3ZlxMjnCEvwtK/z4OEcdAHuBtoCG+BvOSIXgfsszwFCiLeAx4BBwGEhxF99iQxSSveOLfXg4SRFP+v58ec/8RYatssfGDhwIJFNwtyq8MvRJfnsXzKbF74cXmu82a0pZGVlsfG9vahQsafnHtoMaMahTcdp3LgxT/d6njjq827Ie9z90F3MWbsIX3HlPdXBzTrwg96GIigKc2Up3377LWnJ9cg5mWK2fv16lh8sQBMei7ZxDwTQICqUbdu2sdHoj7Tb2L17N/Ujgzl4xdWdxve7Pdw2dAQLFiz4x77PlnyB/91d8G2eTFCYw/u6r14kAPpD2dwYGMjiZV+h7VU3lYW94mP4LSIUhUaDtFpRffYpPbt2Y+mJ3QAcPXqUhQd3o2mSis+NnVCckR7w4aIvCLqtNz5pDfENrLuibOn+DfnkQDVefmms27aTO+6oJjnIm4Koemy0mFD6aLDbrHz86ae0a9OGP9ZnUZxyPcWAzWykv0XH/Pnz8a3fss40Zm7zZuamHxj+am1vQcnBEFYcz8PbK4qdf2xj4MCBRNTToCxtTMbJXiQ5FTt5fnQikyfOwturboq15ZHJhy8vpXevmxHpPvgRQCBxKIWK6h+gmmJqZBUdPm3PgvkLXVLcSbszmiM7ixBCsPGrpTz99NOow1XYT6aBz/90AREV9Qghgijh3NZrAF5CzZ+zdrGCNXTo0OEf+0+cOMH3c38hjBjCiELtoqgog8HAgrmLSKIxoUQSKuqmdePlYv3Nl4yTOd/vb5/D16u/RMfrBOEeeel+heHMuvcTAkQwJmngq6Zf0bJLc3Zvy3C1tNMc1jK5/zu0fzKNRml1U/j036AUKja/v59VbKL55uauluPBHfBUdz+FECIcGIKjhXgIMB9oJaU8dDnzuZsnfRigAZYB+Wdss1wpyoOHSyFYhOMtNEgpCW3hh1arpeBQ8YUPdCKBIgQffP8xHpsUy/79+wkgBH+C2b9/P7H1YrCarXh7e4OXxI4NH60PLVu2xPC34nNXCqFQUpN1lI41BxnSwJe0tDR+2bb/1P4RI0awevYUZt7bE/X+NUgp2ZJTiUql4p6UAO5vHIrNZmN7Qd3oA6jadJCJg5/kpbffwGY7w9shJVJK/ly5ilVPTuXOExpqdh6rdaz/rjw6derE7/oshKJuvGFCCOw6A61/3czgPB33D7ybdz+ciyoiDFNVDb169WLz+x/x7T2P0ODXTdhNZkc3Fbud7WvW8ufoiQwqMmI8fOyC57pcfGOT8fILQko7kZZSwsLCSC/TIYTAqq+mYcEm+odUMfDOO/lo3gK8/IJOHVt1bBdDhgxh+ar1tcavNIE+0fh6/9NbFOJbD28vP6S0ExxncXzPs2p/3hq1C6KwsJCyzLorhBaY6Iuvry+vTn2FhVs/4pUfx2KoX1rrOYbQcm655RbWLtnkkrQblVChb1hMixH1mDR/HHPnzkVV6HMyUlLy2x8r+ebQAq77X1uKZZ7T9cHJ6zb/jHYwWg10796dlft/ZPaG6XhfZ8IqLWeZoW6R2AkICGDj7j9Zsu8TGj0aQ/WlRU7WOSrhhb1TOa2fT2bCzPG89NJLhOI+Cwm+wv9UAbZyn0J69OjBwZ2Xde9cZ2iFHwEi2M1iJGoTLMLRnOW74uH/J0LKy9quNoQQS4FsHCHuE4FYKeVzl2ugg5t50qWU7nxd8uDhopFSUhGfy8fzZvPsE8MJ1zm/jdnl4K1RYzQaUZxcvzObzGh8NMhcL37++WdeWfgCmzZt4oEHHgDAVoeheAqVCqPZRHl5OZGRkYT5elEiJV+t3ca8DfuREh7p3pKJTz/M8AW/4issp1p2KRQK/P398aFubqZtRj3XlXiza9cuchoHAWCXEnNhOd71Irlx+EPo4vzxK9Cx+MXpnHjvbfY4ouGxG8z0TW7FkiVLUF/buE70nUKhwCTtVFVXo9VqSY6LJ8dgZL9G0PShe7EG+NEVbz5/511ajnwSdXI9ujz8AJXhQQSXVrLs9Rkcn/4G2+vQoSOlxLZvNbPffIVhI57Hu6HDkymEApPVTlVVFb6+viTERHHAYkKpdqQHtApVUVJSQqYMcHJX7dray8Q2PpoznWeeeo5IzWnPUrWxiPtuv5mF878g3L/BeWb5d/iH+BIVFcXCz7/g6I/Z9B19A0/87xE+eGABfiIQu7TTZWAHfv75Z7QlQS67DkmrRFeto6qqilatWrHI61v8LEHcff19WAsVqMIlc5e/R8bxTPK+0LlG5Fko2lHOtQk9EAYvUm5M4OMFH9Iz+RZiTPWdqiOIUDrV74alUOJX34ulvy3m8QNPYfu/9u47Poqif+D453uX3nuhBqQXBQVBUEBEQVCwYENUnofHjqIoqAgKFppKsYAdEEHRn/KIqIgKCogP0nsPAUJ677nc3fz+2ANDCCTE3OXAeb9e+4LM7e59d+fm9mZndmadS8Ookq1UUZBvTAV48cUXs4Nv8HGTedJPSDcd59kPnmDJkiVkrComyMXjC2jaBeUCrHDX0K0YU69ZMFrTh1U2eKZSqtrTDLhVJV3TLgRKKbLrJ/Le12/z6suTyPy+1K0GpjmbnIxcLupyEaWsw4wHUdFRHD6UQLhE8/qwOTS7vgH+Ib5MmjSJO++8s9LW+NoS0LglW4HNxRZK5s7jroH9mbEpCZ8u/Tnxk+rb//3GQw8+SOmbCxjcqbUxn3YSKHsZITt20PeSFqxwwn2EwsSDPDnxSZKSkmhf2p527dphsVg4OulVtt/eEi6KxQtQNjvffPMNrRo1YZvNjphN5K3bxbBHp/LIy8/jeZtz56v2CA1mV98r2Gm3s33668wYO46f3p+JucflJ9tB1qxZj1KKWCvkNWmEvUkjAoGysjKWLVtGqwYN2aiUU0ZqVkpRtnMV86aM5/XpM9jtexFe3kZkXsHhHAnuRoLNzoGp0xk/+gmGTJ5LUFxrSjKTuXVAXz5d9BmBcbU/6F51Y89UG3h3/mReeWUSOfvr4VtuKrgicwJ9+07i9QnzifG53GlxpB/NAmD3j4eIk1ZsW7uDO+68nSIKCCCYDJIZeu8Ypk54jQCpq9sZEHA4moMfZPC7WsCcta/TvHcj8lcIAWnBIKDSFUuXLqV1u1YcU+sxu8lgWaG59QilHgjE/3iEgoICIpqHwk7XxhEuMZAGCBQfKuSXX37honZx7F+X5tpAquC1JZwDW9L46YMX2ZCxhnmvLoQs95l+NE2O8/h7w0lLS2PJiz8R4WaPDGjaeUUBdl1Jd/gE44zUGve4CmraBSQnNol3l7zFlClT+N9Xm/HFn0AV4lbPD6arJLIwftyVWopJUHuJpiEbftrKM8+PYXrEW9jLFAMGDOC+G4bjoYIpDSpg73eHUUFW5iydyexZcwgkxCnxWfaux5adRmlILKooj8v+PZj9+/djLS7FtH0luQExKKW4u1NLduzYgVdIJHl5BVzVvTt5Sz9ClJ3mtz7M9t17cUYjjndELP+ZNg5vD0+UXTEsvT85ublsIxvbj9soO56JpWkEXok59H96Eu98/D7SoREAl+X5UlhYyP56JoJqP7STinftI2zXQdIbRKMsFi5r0pwjR45g8vfD85Ovya4XCX6+dC5ReHp6kiR2gn9bjyU9i5IG0finZNDvlalMfWsWEuecOXrL9qzh40ljmTVrFsu3HcI7OBufiFhQCv+sw+T6RWO3lHDDlW04cuQInv6OM5a4h+uvH80rH3+J78VxTonthPT8Q2QVJgBXUGopJj59HdFBrSjxPMyc+ZOYPHkyf66Kx9czjSDfGCICmmK3W+nZrx3ffvstAdK0qrf4W0wZXqxatYq2fZpxaPlR+nTuzq5du/DDGDE98vIgwsPD2bP8MA2cHEtllFKkNNyPNcmMh80T7yYQFxdH2pEMigPLKPUpgjRPVIiV669/nE/mLqiTCnqSOkKWY670/LIcslQS9Ygjs9ERyhIFD7snDXtEEBwcTMbBLOrh2gGzsqKPU5BfgGehDx4NFL169eKrT5aAm3Q7LlXFZDU+hvWICTMeNO5Sj9LSUkqy3WdgtkxJ5dE5wygpKeHlUZMJJ5oSVVQn5eJMClQuGSTT3Gbc2DjKAcJUFGESVceR/SVFHSXzRFmx5JKisqlHHF7iXcWW2oVH6ZZ0B6XUsNrep66ka1ota39NS0JCQpgwYYLxVArw9MPPYPu9LqM6VeNro/h0+nt4eXnRrl07MkZmcH+PkYQlRPHSSy+xeJUxENobb7yBfZ83Fkp4aMK/6du3LyaTiXfeeYdDS1IIFee0kHgVZjHv7dfw9fXFbDazZs0aFm88gC0gnNEP/ptu3bqhlCIhIYEXZszBv01PVuzZQNfMTL6fOQERYePGjaw8kou/E3qUe4dEUjywM8WAvczKwT8Pkl9YgNzeFd/3f+O/r7+LiGA2m1m8eDG/RhQTCFhSs+l8URve/+hDAq527qBA1ows3hwzlgYNGiAixMfHM/aDOXhdfTk3WL155JFHsNlsFBQUcN+IR/C7qgsh3/3KwlnvAGAymViwYAGrgjydVg24tH4IERERjB07lrGOtDEvvsLW1GLmTXqByMhIRIQDBw4w4a0P8WnVC6UUlzYMZeHChUgD57eix7QqY/4bH+Ll5UWnTp3IfyyfeweO5Yq+jQkJCWHixInGhKHA6CdeQKVARkE83brfxoK5XxDg7dx8DieGCU+/woTXxxH4ciCZmZlMePQVAiQGiyqlS8+Lmf3ObGJo6NQ4zqZT70sZM2YMADabjeefex77Xm9oWsTipZ9iMpkwm8189dVXbPxkd50MbtflvvaMevpjvL29mfv5x2zatInp975HjwHdeeKJJ7DZbBQVFXH/fQ8QWdzI5Y8NBDT1ZOFHX6AcvVpmzphJxuoigsU9KulWyhjywB3cdNNNKKUoLCxk+D33E2tv7DaPenk3UfS5pg/FJcWs3tETgHfffZe976S4zZzu6ZLEf7d/joeHByJCzx09GTlslFsNPHvp3a0Z/exHeHt78968OezYsYMpd75FBHoqtn8kXUl3GlEXyMnt1KmT2rhxY12HoWlcJj0ppfiUNH+CTg5Y4w5yVSZFFQZ9CycaL/HBokpJ4SgKRSyNTs4HnKlSyCMbD7yIoSGe4rzBsGgUTXpRAkVl2XiYvQnzaUigVwRK2ckoPkq+JR0RIcgrijCfhid/YOWWppJdkggIYT4NCfJ2XjfLkov+2ndG+m5MJg/CwltgKc0nK/MAJSU5eHn5ExbeAh9fI+9ttjIy0nfj5xdBYJBz5w/2TMohs+Aw+SXpmMREkG8MoX6NEBFyipLILU7EZrfi5xVKVGALTCYzpWUFZBTEU2LNw8vsT0TgRfh6Oq+9P2PX75RQdEqaH4EEEkImKRSSh2AiiFBCiDiZz+kqCRNmwiXaabGdkKeyKCT/lLQwoikk74zl3KJKyCSVECLwFec9EnKCUop0kiginwBCCCfaGDhQ2UnnOD74ESzhTo/jTApVPtmkUYYFb/yIoh4e4olFlZJJCsUU4YUXYUTjJwF1EmOmSsVSboYcQYikHoXkk0MGNqz4EUAk9TCJ+Sx7co5iVUgWaZRSgjc+RBLr8rnaq5KrMsklCxu2cufKfcYnLlR55DlGnz/BEy+3mmv+o4Q3WL169SlpF198MRdf7D4jqa9cuZKkpL8GeDSZTAwcOJCAgLopu+cjEdmklOpU13H8XcE+Mapbw3trtO3yg69dEOfAmXQlXdNq2bWm2876uk0ZD0mb6+CHXnUopbBShhmP035g2ZTRddHZ3VE94oyu4Va7BUEwmzyd+n41Ub6SXhmrtRSTyQOT6dR8ttut2O1WzGZvp7beeCcbFUub3YpSNjzMp3dFtNosmMR8WoxWWykiZswm5+azbff+qtc5w2fOqqyYMLmsEmBVRpmomGdGeVZ1/gy1VVmNslLJ94pd2bFjqzR+d+DqvDxfKaWwYXXbfNT+vp/sX9Z1CJoLXFCV9Ab31Gjb5YdevyDOgTPpK6Km1bIslYZ3zzJaPxJL2K1mipTRYp2nsgi50UyfVztx7aTO+PS2UKjy6iTG7Mgkom72psOoOEra/jU9XE54Cm0eq8dNM66m27g2FLdOx6rKyFc5BA9S9J3SlX5TryB0kJkcleG0+DKKjxB1ZSZ9RzTm6gdj8WhxmALLqdNKZfvsov1gD3L8dgCQprbT9hahzc3Q5mYI7ZpCXqnzB1VKT9vBxW1SMdmN1o/cnL00jN3PoAH+XH1VGTbLOiyWQmw2Cya1mt49bNx8YxDN4uLJytjutLiKLbl4xu3i6qHB9BseQ+Qlx8ksjAfAYi2iKGAzfe4Lp23fUtJLt6CUIjVvLw27pnH9f2LpdXcQKnonRZYcp8WYxDv+4wAAN3JJREFUozLwuqqUVg/FEHWHFwXlykOJKqK0fRa9X76MvlO6Yr8iG6UUeSoLv35Wrp96BRfdH066b6LT4gOjB0n4rWYGvHYlMXf7kGFOBoyKb3ZsIleMbU2viR3Jb5py8oaCK2WrdKLv9Kb/tG5cN/ly/K6zUqByAeMGR3a9RDqNacbA6T0JGGilRBVVscfal+WdSmBfRbvHGuBxTQF2x43KXK90Yu7wo/+0bvSYcDHWjtmUqpIq9uY8SilK2mbS8ammpAcdq7M4KpMbnErjYSHc+EYPLn+uBXlNUk7e8HUXWaFJRAzy5JInG2O5NLPqDVysVJVQ0iaDuPtCuOTJxiSphLoOSdPObycGjqvJolVJV9I1rZYVeufywJP/5oruV3DvsHuwYgEgnWRuuXMQB/YcZN+u/bz5wUyi+jm/K2xlmvdqzDUDejPsX8No2r7JyXR7UCl2u53//fonubl5LF6xkNyoFCyUEBYZxs7Nu9i5ZRdjX3yWNkMb46yeOEVluYRHhLF1404O7Itn1uzXCW3/V5fjzOKjjBg7lFGjniSqgdGV3DfYgxEjRpCbk0tBfiGWkjLEyS1zltJ8enQPZvTop+jc+RIAPM2JdO3aiW3b9pCWls7iz99DWbdht5URGODF4YRENm7cwQ03DOC+ezpRXJTllNjKbCWEhAayd/dBtm3exQMPDeeqm+thtVko8tnDgsXvsmPbLgIDA5n09kgyCg5RWJpFWHgYm/7cweH4I3w472286zuvEpxFGg89fT9du3flX8P/dbKsKKUIvFp4f/E7HD50mJ2bdyG+YMdGy7vqM27iWNav3kjTpk0ZNedhcpVzzqFFlXLNU10ZNnwYf6xcT+/evbn1xX6UqCKSTUf4+If3yMvNI+FwAotWzCcj0Lk3DCpTTBHhkeFsXb+dfbv28/pb04jtHwhAXoNUPlv1CSUlJWxYuwkfXx8slLo8Rv/mntz5r9vpe31f+vTrgx07AKpRKVdd3Z0dm3aSfDyZRcsWQLu6m34tzZzI2GmjGTf+ebxC3GvInsBLvGjZugWb1m3BUmrhy1ULyQ47XtdhnaLpVfXpd1Nf7hpyF20vbVXX4ZymiHwGDRtAq3ateHXSq5RSdzeENO3CoEDZa7ZoVXKvq5CmXQCiShvy6qBZNLkpiqHD7z6ZXp8mzBzyIUEShl3Z+CjuIy6/qhM/L9/o8q7v8V+k8dYXHxP4ReAp6SHxDU4OorNd/c6wYalEN4ugLM2Hgx9kYBYzVlXGgnoLaH9JO45+uhYPar8resPA9uxaYsMk4RSV5bC0w1KatYpjzz6jC3zDbnaOHTtGfHz8Kdulp6fz9aIfaRjYnii/iwj0cuJz84CtbDMDB45k4cKFJ9Ps0o75C+Px82tO/oEkVq9eTZvW9Tl0xJ+svMvILfTEbrfx4YcLGTPmMeZ/+gm+frU/UnSgTxQpm6yYTZ7Y7FbmffwJvXr3YP3S1fQa2IFFixaRvCWC7as3M2TIEALrFRGR15Ut3ypMpvocLk42pnlq0YCE9KrfryYacBEvD5xJw+vDeOjJB06mZ5HGtLEv8Mgjj3B0VTp+BBBODMUUMOjWobw94x1yv7Mz94fPWZO8gjfrz4Gk2j+HuWRyx5138OJTL2FZ482M9e+w+uDPfDrh/2h7XXPS09P5/Z1teOPL2qvX0uXWjiTMz656x7UolkbsePMYZjFTorL5qu1XNG/XjP99v4ebHxrARx99xNI3f8SPQMKJcdqMDGdj2+HFjDs+5Ion2lO/wV+DwnkcCGLeg1/jL4EUqhR+uvIn2l3RmgO7XD+tWKkq5upHu7B06VLat3fu1Ig1kf+bnWW/rcZbfNmp/mDwbYNpfGkDCn+p68j+cuybbN76Zi4PfTC0rkOpVDDhLB79HakkMmLEiLoOR9MuDBfIY9PuSLeka1ot8xYfgiQMqVC8fMSPIDEqEmnm4/Tr14/tm3ZiqoNiGCSh+FQyN5lJzGRHJ3Hp6KY8/dEjbNq0iaT/ZSEiFJJL9BBv+rzSmf79+7P44y/xEOc8Ky4ipBcl0KRfMTeObE3Lli357btNAGR77mbkyJG889rHp2xjtZXRokUL1mxczqe/TCWyaxbFZc57nCAtdQfPj32El1+Zjt3+113hgIAY/PwiALCUHKRr167s3fdXi5ePx1p6dCth5MgHeOWVVwgOaeSU+EQEi7WQgJb7ufIOP+6+5y5mv/0eHiYvmrdozpGERLw8/Aj0jWH37t3UbxyBiInkvN20vraI20e0JywsjPUrq35uvKa8xJtgCTvtWeQCcunUqRP33HMPn2+Yy3vrpmPuWogglJaW4uPngx074gMBAQHUb+mcgZ9MmCgpKcHbzxOlFD6h3oSGhhLcMJD6Teuxa9cuAgnBn0D27NlD/cb1sLu4hUBEyCadJv8J5capPejYsSM/f/ErheTRpUsXOnTowJcbPmXhlg+of1vAKYOjuYqfBBAgwac9Rx0gQfiLcaOwMDSL7t27s2fTPpfHp5TC1jaP/v3788V7X7v8/asjWMLxFl+UUvi2EBo0aEDCVvdqSQ+UEHypm95h1WESEyES4ZQby5r2j6S7uzuVrqRrmoulqyQemnUv27Zt48DXx91vAKAyITs9m+PHj9OhQwfMEcaXqQkzRbnFpKakEhISQoNm9Z36TKSHyYu87EKOHz9OvXr1iKgfQHbJcR4dO5SJE18iUIzR0ctspZRYC7DnBtKt7QDu7DWKR4ePYsas6VhCjjglNoutmC6dvNmwYQPZucaNF6UURUV/Paefnrqe6a+PYsqUqViV0fVTRLBYFJmZxvPVHTt2pLQk1ykxGu9npriojPS0THx8fGjesikl1gJ8fX2xlhl5ZxIzFosFH1+j14GHyYvc7HySkpKIi4sjJMq5vREqo8x2goKC2LhxI/d1fpgZ02Yx5a1JFJLHZ3MX8/QzT9FpdDOmLppIUVERXj7O+dEdTATvzX6fidMm0OGpOCbNmUh+fj5evp54+3hhsVgwYUJEsFlt+Pn5oXB9Nz4zZvKzCkg6nkRMTAyRcRFYKSM6OprS0lLu7nw/99/+ELPenkVuaIrL46tKmu8xJn86kTdnvUnpZtd38Es3HWfca88xbvR4gpRRni32UizK9Y8GnI1SiqyYRN5ZNIsnHxtFSIbzZzfQNE07K6VqtmhV0pV0TXOhDJXMvW/cir+/P+8/vpAwiarrkE4Tll2Pw/OyWfbCb+zfv5/ONxjPWgdIMPnfmdj9dhLTXnmdBx95gPwK09nUpnDfRmSuj2DXEhsfffgxt941kFyPQwwePJgnnhjJtHlP0aZNG8a++DTmxomEezSlkVcXGgS2o/RYGDt27KBBc+ec3+ySRB5//HG6d+/O1El3c9ttt3HffffSLM6oAKWn/sm0Kffzww8/8OdmE76+xg9/k8kDu+kq9hxowFNPv8YzzzxDZqbzWg59PAOxHWvLgV8DmDBuKqNGjaLIkkVycjIhoQEoZae0LJ/Y2Fgy04ybBdFBLUnaGM2WZYrPPvuMfgN7YLVbnBZjZTxsnqSmprL/z3jqSRzbV+ylTZs2FFNIzs82ht1wPymJKTz33HPk5eWRuC+p6p3WJA7x4NBnaTx275Okp2QwYsQIbDYbqQcyyE7PJjY2llKKsaoyIqMiSUtNq5NR3kMlkoyvy9jx5lHmvP0udw27HTt2Eg4nsH7dnzSSZlgOmEhOTia6hXt956R7H2PiwmdZu3Yt697acbJl3ZViLg/jsssu44VXx/Pm0mlEREQw7cNXKYpzn8HPlFJkRh1j9pKZzJg+k6T/5jt3GkxN0zStTuln0jWtlhWrQpI5gn9ZCwCOk0CxKsILb+6aOpDo6GhG3DuSMHs0xRTQiBYub01PU0lkkQpAqaWYeLWbGBpR2CidkowyzEVemKLtdOjQgcVzvyTNlIZHEyvFB+3YTFau6zqE+Pj4SrvM14YMdlMqOai8IOzmEu7tcj+7du3Cv6wBA3rdCUBxWT7vzavP22/NIfeoCavP/yjJAQ97ACFxNtq3b8+xA2mEUPutTYFekTzw0Hi8PD1Qys7dQ/qSk5PLzt05wFYmv/ov1qxZw/xPvicwqAGFBakEBMRQVrqZ4pIIEOGKyxsRHx+Pt3dwrccHkJ5/CAk+TnFGIHZVxqAbLiM+Ph5/rwh+X72B0c+OZOmiZ4ho4EXjxo05uCMLX/98iktzkdJQbB6FdO06kp9++hmzkypOJaqYJBJoaWkMQBIJlKhiwohmyZIltLmiBT9v/IOLr2vF9u3b8SOQouAs8uMLyNyfy9UP9GTXrl1YDgk4qQgVhmaSsd1C0tY0hk68m4ULFxJhjWXzip28+MqLTK0/newCG4MGTeM/gx/CG9fOR54VmERZYDG242bsXlaGdB1AfHw8YUSx7NtldLuyGyvfn0lgM2+io6NJ2ZdOtIu7JOepbDJIpq3N6P2SwD7CVBTK28r4T0ezdetW3p/8McGEU6jyqC9Nqthj7crYmsetPY3vlQJbHp1Xd2byhCnYj7vPNJlZ4UnM/u9M3n77bX5ZtAY/AghQwUQ5ehS5gwyV8td1xWohXu0migYESFAdR2awKztHOUA2xiAb2aRhUiYa0dz9erRp2vlCt4o7ja6ka1otyyKN936aRWxsLCaTieU7vmHCsxPZtXI/gwYNwmq1smbbrwB8+eWXrHppM974uDTGuGujWDj9PcxmM23atCFrZBb39xhJwxbhvPHtG5jNZpRSvPvuuyT/kkuJVyEfz5tNaKgxkvrWrVuZ/vTbhDrrB6JvMR/OnYW/vz8mk4lff/2VHxduIdq3LSca74uLj7Bv3z6yUwuIMLfAs+UBpk6dilKK0tJSnhg5Cu+cxjjj8UM/zxBMgc0BY97zgwcPUlBYRFjElXjIBpo3b06TJk24+25j4MDXX5/Olu1FPDbiX3Tr1g2lFMnJyTw9+iUiIrvUfoBASVkur015jri4OAD279/PtJfeJdj3Uo5uO8zy5ctZ8vMcSkpKeOLxp4nya0eR31bmfzoLHx8fTCYT33//Pb8vO0p0QDunxJhDOm99N43GjRtjMpn4cce3vDz+FbK+sTFvyiKenTmKe++7l8LCQp597HkiqYe1TSYLPvwQLy8v/vzzT15+bAqhOOeZdIAGV0Tx+uuv4+XlxYoVK3j/+flESENMKWaee+Y5Pv1+LiaTiRkzZlC6w4S3i3/r2wIsfPDVHAICAjCZTKxdu5alM1cQIQ343/wdtGnXhs+3zMVqtTLi4ccIzYlx2g2NM8kPyOSbPxZjMhmd9/r27cvDdz6Op7c37dq2o1WrVgwePBiAmTNmcmSu8x4BqUxYaQw4OrRkqjz27t1L3tFiwqwNXBrH2TS/qhGhIaE8++yzPPvsswCMH/0iBT/WcWDlRF0RyIL352AymejWrRuPPW5hcMehBOAelXQLJdz70m3ccsstxMfH89uOX1i8eDGrX9mGF951HZ6mnYd013VnEmdNoeRqnTp1Uhs3bqzrMDSNXjKITEdrwgm++OONDzmc2n3SjJkIYl1+Fz9PZVNEwSlpYURhx04WqVgowQsfIojFS7yxKxtZpFFIHiY8CCaMIAl1WnxWZSWLVIoowANPQok8rRusTVnJIAV/AgmQYIpUPtlkUEYpPvgTSazLuh5nqGRMmAmTKApULgWcOmCdNz6EEEEumeQ57jL4E0QYUU7Le7uyk006BeQimAgihBCJOPl6sSokjeN44kU0DTGLmTJlIYtUiinEE29CicRPApwSH4BVlZFJCuWvQr74ESxGa3S2SieXLPwIIJJ6iAglqogMUrBSRhiRJwdjdJZClU8WqdixE0EM/uVaBa2qjBSOYkcRQ0O8xPU/9G3KSma5shJCxCktl4UqnwyS8cKbSOo5bbDHsylRRad99wUSjEKdVla88K7Tx4DKlIVMUgki1Kmf/XOVqzIp5tQ57v3wd/rn/1y8sXU8e/bsOSWtR48exMY67ybauVBKsXTpUkpK/ho80c/PjxtuuEG3pGsuJSKblFKd6jqOvyvYM0p1i7itRtsuT5l9QZwDZ9KVdE2rZdeajC8sm7KiUHXyo7g6bMqGDSueeJ32A8WqrOAGsduVHRtWPPA8JUalFGVY8MDztJHB3UWZsmDCfNr0ejZlw47ttGNylhPnqvJ8LkMwuXwKwOo6W+yuZJSVMjzxPu8+h3Zlw3qGcq5ptekn+5d1HYKmnRcuqEp6+OAabbs8dc4FcQ6cSXd317RaZlEleFxeynU398bDw4NVP/xGzkqr27TK2JUdW9ds+gzoTWhoKDt37mT9wu2EFxjTR+XHpXLjv/tiMplYNm85vgcjXV6Jsys7BU3SuO7uXkRERPDnHxvYu/goYRJNnsompl8A1w64ji1btrB5wV4irPWq3mkty/JLoVnv+jRs3oAdW3diWxmAiJDrm07bwU3pcOklFBQU8PPXK7Fv9kOhCOgl9Oh9OYGBgWz6czO7Fx8hTDmv1TDN7xg9/tWZFi1a8PMPv5D8Qz7BEkaeyqbhwBC69+pJQUEBP37+C167Q10+6FmiHGLQ6OtO/p2dnc2G93cTLjGk+R/j6uFdadq0KSu++5n0FUVO7b1RGaUUpZ3SuW5gH8LCwtizZw9/LNxMWG59CqLT6TCoNW3btSU5OZmfFv1GYEK0yyvrJaoIz0sttOzUjIDAAH544zdipTEWVYr3FVauvLYz4eHhbNm0lW2LDhBui3FpfOWlqkR6P96FXdt2w2rnjMVQE3Zlp6BpKm27tyKmfhQrPllFaLL7dHUHyFEZxPQKpkm7xuTl5rJnQaLLy4OmadppLpDGXnfknrf+Ne08VtIkh0++nsv2zTtYv/pP3vnoLXw7u35apjNTeAd5cnDPIX77cS1du3bl8TfvJ09lk+p1lE9++JCjR49x8MAhFvwwlzT/oy6PMJkE5i57j7zcPFZ+9xsPj3iIjv9qgVKKhgPDePHVF1j5/a/07NmT2yfeQIkqqnqntSyklS833DaAa6+7lh69r0I5Om2bmljpcOklrF+9gSOHj7Jo2adYW+aRRza9B/Qk4VAC61f/yUOPPkivkZ2wqjKnxJet0hk/72ni4uL4ZdmvjHrmSZrdFo1SigY3hDLh1QmsXrGWhPgEPlu+gNQ6yGerqYwxY8aQmpJKZnoW+dmFmDCTqVJ49bNxREVFsXLZr4x98VkaDQqjLnp+eQV5EL//ML8tX0OHDh0YPedxclQmQRd7ExUdxZoVv2O12vjs5/mk+br+HBaSx4Ah/WjarCnjXxiPhdKT6T36dyMpMYl1K/9gyNC7GPR8H0pVsctjBLCoUrr8px2jnhpF16ucMw5DTdmw0qnfJVxyWXsee/wxQmLc5wbCCTlkcs/DQ+jQ8RKG3z8cK66dcUHTNO10NZwjXc+TXi26kq5ptSy2WSSHDh1i95cJHP02i3Xr1tG4VcO6Duskk5ixrgjg+GcFZH5rYe7bn3DppZdSTCEX39CCgwcPsvXDA+yZf4xNmzbR+aaLXR6j3dtKo0aNWPb2z+T/BEu+XkLL1i3JJp0h993JjGmzyPsBpo95m+HDh5PKMZfHWLrJgzn3LmTVyl9PSTft8ufLJ34kfUkp2z+KZ/Xq1bTu2oJQovh89DKOzM8l479lzJn1Llf3vppC8p0SX5FvDv369eO9Z+dT+JOJd96Yzb8f+DfZpNO0ZRN++OEHMpdbWDdvCxaLhZAGrp/6CqCwsJAv5v8fv3+8meNf5hIqkZSFFHPllVcyb/znFP5s5p0Zs7nvP/eSi2unxBIRWBlC4sJ8MpeVMXfWibJSQPaKMn57aStZy6wsm7aSsrIyottEVL3TWhZKJIuf/p4PJ8w/JT2IMJaM/4nDH2eTudTK7Dfe45o+15z2DLirlDTLYvDgwcyfP7/qlV3MU7zYOHsv7z3xCenp6XUdTqXq04Q37nifJZ8uretQNE3TNBfQlXRNq2WHVh7n2LFjDH3tZm58uRf+/v5sXLqjrsM6hUlMSK88eky4mOcnPcu4ceMII4p6cbHs2bOHQEIIIJg9e/YQ2yjG5S2YwaWRTJ48mRfmjuHyZ1rQ7/p+/N+8rynDQosWLUjan4KIYEm1YbFYCKrv2imlAHzFH38JpOJjvv4ShK8Y8ZTG5NO1a1f2bjiIh3gQKpGICDkqg17X9WTtmrX44ZzHIGwWI8+8gszYlQ2/QD/atm1LMYWs/PI32rdvT89xHXh89v0sW7aM4n02p8RxNgo7oaGh/LHtd/67bxFtH25IvsrBVmrFw8MDzwAzNmXDP9CP9u3anzZwliuYxIS6KoceEy7mxTfGMXbsWMKJIVjC8RQv7MpOZKcgfHx8SNnt+gqeScwESximCk+vmcUYyFBEyFc5dO/TldWrV9fJSNtp6jjPTnuKSc9PwWZz/eesOoIkDE83HuHbU7wIklC3HftA07R/IAVK2Wu0aFXT3/aaVsu8o8w0atSI7OxssrOziY6OJiDGtVOsVUdJroXjR5IoKCjgyiuvpIgCvLy9sVgsiOOrwWKx4O3tfbIrt8tiMxXRvn17cnNzycvNw8/Pj8iGEVgpw8fHh7ISKwCC2YjR3/1+XKcHHmP6osm8+sqrsNv3ZHq+yqHLo21p1KgRP8xchad4OeX9w20xTJ8+nbe/mkGX51rx0GMPYjabsWMjpF4wISEh5OTkkJ2dTevWrbH6ur77bJA1jK4NezLkkv9wZ9+hPPPMMwR19SCoOJLZs2cz8/+mccXY1jzwyAOISbBTNxU8S56V40eTyc3NpUePHhQ5ej8opchrmsxbH89gxP2PEVXsPj1mTihU+bS6twFdu3Zl8eSleItv1RvVojJl4ZJ7mrFz504yNxWeTC9Qrp1mTdM0TXMC3d3dafTAcZpWy7rd0pl9+/axatImvPEhMHA51955NWsm7nCrVhDvLREc3pLFM4teYHvOBj4Yu4CstCyad29GCWvxwIPY2FgO7D/o8rjrdQ2jTZs2vHLXdGJoxNvps3nk8Yd57McxJCUlEdYgmMK9YPO0EB4eTuaRHPyIdGmMZ5Pun8jULyby3//+l20fxp8c4KlA5dLhgYsYPHgwIwc9Q1RZI6fF4C9BLH1xJeu6ryeyQRjPP/88L730EoKJu4bfzsJPFrJ7ThLr2E7H7zvS/vrmpC0pdVo8lQmXGMgFBAoT8lm7di1xrRtxeH0Wnz+zjN96riU0Opjx48fz9NNP44vre0wAeG+L4PC2TJ6bP5HteX8y57mPCS4KJ7dxEh98NZsXx75I3s/g7eKB96pSpAq4aEgkDz38IA/dOJLIgoYunyM9l0wefXQsxcXFdP6hM82aNUMpRWJiIkfn5bnVd6KmaZp2jvTAcU7jXr8oNO0CkJWWRZs2bcj0TkKsJi6++F5WrVyFuPrX8RkUqnyKWqZTtM+KCROX9GvD0aNH8bR5s/HHrYx94Tmmx76FzWJjwIABDHnzPgJx7YjQ2Sm5REdHY6pnIykpgW6t+5OSkkIksSxd+i39brmO6T/NodvtHVmzZg0BpSGur3yoTDIllU40Q0RIkD2EqEjsfmVMWjyeX375hc/e+pJACSVfZRNGNB0euIih9w7l1gGD8c8Po5A91FdNnTK/tk3ZKI7K5vDvuST4J/L656/y8YcfE0V9UlJSaNmmJT+xFoLtNGvWjKzUbMCv1uM4m6yGRynMLUFyPQhs4U2PHj2YO/MTbMqXksgcDv2WjynoGDO/nMr8j+YTgmuf+S5WhRS0THGUFQ/aXduc9PR0VJGQ1yiZD/47mxdeeIHN3+3EW3wJVCFEimtnGrArG0dNByiSXESELElFBKLtDbnorihGjnqcgf0G4ZMZTIHsJVbF4ePC1vQAgnl08BN4ehnTOQ5+ZBA2m40t3+4iAufdpDpXiSqebElHRCiw5ZFBotPKZk2UqmKSJIE4az1EhBQ5Sokqpp7E1XVomqb9UykFdt113Vn0POmaVss6mLtz95Sb6NOnD0opNm/ezNsjPyKy2D2m9MlTWQye1o8BAwaglCIlJYXJ46Zi/18ApRTTZEgEo8c8jYgwY8YM9s1Lwl9c+xxrgcql/X/iePiRh7FaraSnp/PyyCn4H4wiMzCJETOG07VrV5KSknjpqUl47wh3+RzQaWGHWbDy41PSHrz1UQLCA5j+wbRTnuN/Y9obbF64l2nfTaB+g/on07dv3870e94zWpRrmUWV0nVMa4YNG4aI8MEHH7By+noiJJasyOM889YTNG3aFA8PDxYtWsTK1/4kVFzbG8HSPZ23Z7+F2Ww8tvDmrDfZMy8RD7zoNa4jd911FyLCnDlzWPvWVsIl2qXxFahcbnilJzfffDNKKdLS0pg8firW332pd2cgY557+pT1xzz6HLbfXXujo0gVcOPknvTv3/9k2oIFC/jx9bWMW/wkrVq1Opl++PBhxt80mWipu275zR6MQNkVhz5w7SCAVWlwTyBPPvXEyb+3bNnCm8M+IszFn7kzSVPHefGrp2nWrNnJtCmvTCX9/9xnlHc9T7qmVc8FM0+6OUJd4X9jjbb9MX/eBXEOnElX0jXNCQ4ePMiqVauw2Wx0796d9u3b13VIp9i8eTN//vknZWVltGrVimuuuQaTyeh2mpeXxxdffIHNZuP2228nNNT1c/Fea7oNiyolkxTKKCOAIEKJPFkRz1c5ZJOOHwGEE+PyCjoY81PnkX1KWgDB2LGffGb5BC+8CSCYLNJO2084MU6bhz5PZZFDJmbMRFL/lFbBXJVFHlmY8SCMaJe2rp5QoorJJh0LJXjjSwQxeIinI75Mch3xRVHfac/uVyVf5ZBLFnZs+BNIGNGOwf8ysVByyrp+BBAgrp2+SylFBsmnjBthxkwIkWSSctr6YUTj4eJu+eUrb6tWrUJE6NWrl0tjqMratWtJS/urfJrNZvr27YuPj3uMJ1JQUMBPP/10ys2/+vXr06WLe01np2la1S6kSnpX3wE12nZF4ScXxDlwJl1J1zTN7Vxruq2uQ9A0rZboFlZN07S/6Eq6rqRXhx6xRdM0t1OkCjB1LaT1o7FcMqoxKcr186BXJTsglahbfLh0dFPM1+S7fJq6qtiUjeKW6Vw0PJwrxrUmI9L9zmGWSiOoH7Qf2ZB6Q/3ccsTvvHopNBgSyOXPtcByaUZdh3OaYlUIlxfQ6uEYLhtzEUkqoa5D0jRN0/4RlPFcek0WrUq6kq5pmtspJI++g/tQr349xowZQxnu89zlCYHNPOl9fS969OjBVb2ucvk0dVWxUkaHa9rRpFkTRowYQWB43YyMfjY5ZHLbvbfSpm0b7rn3HqyU1XVIp6l/aRSXdb2UW265hRbtmtd1OKcpIp8+N/cipl4MY8eOdcuyommapl2AFHoKNifSlXRN09xOONEsfup7Fk3/v7oO5YysW3yY+5+vWLN6bV2HUilv8WHDO3uZ9+xicnJy6jqcSjXkImbd9THLl6xwu54IJ6R8W8j8x75i9+7ddR1KpUKJ4utnf+KTSZ/XdSiapmnaP42y12zRqqSnYNM0ze2YxEwQoZRWGIDNnfiIMYp3HYxZV21BEkqRct9z6CleeOLlNtMTVsZfAilS7hufSUwEEUoe7tcVX9M0TbtwKUDpVnGncbuWdBHpLyJbRaRURBJEZFRdx6RpmqZpmqZpmqY5KOXUlvSa1AlFxFNEpolIsogUi8haEbmskvXGiMgRESkRkS0icl2F1+eJiKpkcVkDt1tV0kWkE/ANsBzoAEwAJonIQ3UYlqZpmqZpmqZpmlaOsqsaLVX5G3XC14DhwINAZyAe+FlEYsrt+wlgIjAe6Aj8BHwrIhdX2NcaILb8opSyVhl8LXGrSjowCtiglHpWKbVHKTUPeAt4pm7D0jTNlWzKSqLXAUq8ChAR8n2zOO55yK2eW85RGST6HsBsNuPh4cFxv4NkS3pdh3WKJI/D5PimYzKZKDYXcszrAGXKfQYWK1aFJPrsp0wsmM1mMn2TSDW51yj06ZJEmt8RzGYzSuwk+h5wq1HobcpGotcBin3yEREKfLNJ9DzoVmVF0zRN087ROdcJRSQQeAh4Tim1VCm1E/gXUOpIR0QEGA3MUEp94tj3GGC74z3LsyilUsovtX2QZ+NulfTuGHdMylsOxIlIgzqIR9O0OlBMIf96aQgLv/mEo0ePsnTNV/S+v5tbjaBuCc/n09UfcfMtN9OnTx8Wrv4Yz6buNRhK16GX8N81X5Kbm8u7897hiZkPUUheXYd1Ui6ZTF40kfETxxEcHMyXaxbRckDjug7rFPWuDOXz1Qto2bIlD494mPeXv0UmqXUd1kmlFDN0/G18teIL9u/fz7drlnD9o1djw2U3+zVN07R/Kud1d69JnbAT4F1+O6WUDaOl/EpHUhxQ7wz7vrJC2uUikiIih0XkKxFpW53Aa4u40912EbEAI5RS75dLawvsBC5XSm2osP4DwAOOP9s51tPcSwToEY3czPmSJ0FwyohiNqCgjmKpjCfgVyGtGGo8B5Yz8sWf0wcIzQO3udthAgIrpFkwzqO7iAWKKqQVYHwe3UXFsmIHNx518e87X77D/ml0vrgfnSfuqaVSquK177wjIssxPmM14QOUlPv7/Qr1v3OqEzpeHwIsBLyV+qvboIi8BvRXSrUVkW7A7xh5sL/cOo8C05RS/o6/78S49scDMcAYjEr85Y4Weqc7n0Z3P+1HpSPj3gcQkY1KqU4uj0o7K50v7kfniXvS+eKedL64H50n7knni/vReeKeRGRjXcdQG5RS/erqrZ20zcl1lFLl5zXdKSKrgd3A4/zVQOxU7tbdPRnjbkV50Y5/XfocgKZpmqZpmqZpmuZyNakTJjv+rWy7lHNY5zSOlvmNGN3lXcLdKum/A30rpPUDjiilEusgHk3TNE3TNE3TNM11alIn3IQxSNzJ7UTEBPQB1jqSEoCkM+x7LWcgImbgYsBlo9u6WyV9BsZD+q+KSCsRuRd4DJhSjW3fr3oVrQ7ofHE/Ok/ck84X96Tzxf3oPHFPOl/cj84T96TzpWpV1glF5GYR2Ssi9QGUUnnAuxhTtd3geIb9Y8AXeM+xjsKYpu1JERnq2PcU4BLHeyIiASIyXUS6i0iciFwOfA40Bd5x0fG718BxACIyAJgEtMLodjBLKTW9bqPSNE3TNE3TNE3TXKGqOqGIDAPmAk2UUgmONE/gVeBeIASjdX2kUmpjhX2PAUZgdHPfAzyjlPrR8ZovsARjfvYwIN2xnwlKqc1OOdhKuF0lXdM0TdM0TdM0TdP+qdytu7umaZqmaZqmaZqm/WPpSrqmaZqmaZqmaZqmuYnzopIuIv1FZKuIlIpIgoiMqsY2niIyTUSSRaRYRNaKyGWuiPefQERGi8gfIpItIjmO81vlfImO/FMVljOOpqhVn4hMqOTcKhFpdpZtdDlxsjN85pWI7DrHbXQ5qSER6SEi34jIEce5HFfJOl1EZJ2IlDjKw2THaK5V7XuMY78lIrJFRK5zzlFceKrKFxH5l4isEpF0EckXkU0icnc19vtrJeVHzxBTDdXIk2Fn+D7rU41967JSQ9XIl8o+80pECqvYry4rNVTd38H62qLVlNtX0kWkE/ANsBzjAf4JGKP2PVTFpq8Bw4EHgc5APPCziFScF0+rmd4YIyZeDXQB/gcsE5Hu1dh2KhBbbhnorCD/gRI49dzGAofPsr4uJ87XmVPzoxlQjDFS6NnoclJ7AoDdwBgqmQdVRBoCPwH7gMuAhzHKxKtn26mIPAFMBMYDHR37+FZELq7F2C9kZ80X4BpgKdAf4/x+DiwQkTuqse9FnFp+OtZGwP8AVeUJgI3TrzOrz7ZTXVb+tqry5RZOzY96QCJVX2dAl5WaqvJ3sL62aH+LUsqtF4wvj3UV0l4DDp9lm0CgBHigXJoZ44ttQl0f04W6ADuAN6pYJwEYV9exXogLxg2sg+ewvi4ndZNP9wNlQL2zrKPLifPO/2nnFmP02ETAVC7tUaAQ8D/DfgQ4DkyqkL4BmFfXx3m+LdX9zAPfAl9Vsc6vwId1fUzn+3KGsjIMsJ7jfnRZcXK+VLLOtYACOlexni4rtZs3p/wO1tcWvfydxe1b0oHuGK3o5S0H4kSkwRm26QR4l99OKWXDuBN1pTOC/KcTERNGpS+jGquPEJFMEdklIm+KSLiTw/snaSAiiY7lBxHpdpZ1dTmpGw8C3yqlkqpYT5cT1+kOrFBK2culLQf8OHOrUhxGa1Vl1yddfpwnmOpdZ252dJPfLyLzRKSRswP7BzGLSLyj6+6vInJDFevHocuKqz0EbFFKbajGurqs1IIz/A7W1xatxs6HSnosp3ftSSn32pm2Kb9e+e3OtI3294zFmI9wQRXrvQncBfTE6MrTD1gnxpyE2t+zHmNeyP4Y5zgbWCMi155hfV1OXMzx+M5lwHtVrKrLiWvp68x5QESGAl2puvwsAoZgdEN9CmgLbNSP8dSKfcB9GN2rbwG2YnTDHX6WbXRZcSHH53wgVZcT0GWlNlX2O1hfW7Qa86jrAP6mmkzyrieGr2Ui8gjGl9NApdRZBxxRSk0v9+dOEdkEHABuxrhYaDWklPqhQtIaEakPjMZoHT+n3dVOVFoFD2KMEbDibCvpcuIWVIV/a7KtVktEZBDwATBcKbX5bOsqpd4v9+dOEfkdY7yNf2N0P9VqSCn1B/BHuaQ/RCQMeAb4qCa7rJXAtPKGYzzKVuW1QpeV2nEuv4PR1xatms6HlvRkoOIdvWjHv2ca1CTZ8W9l251pG60GRORpjDECBiqlfj7X7ZVSh4A0jO49Wu37gzOfW11OXEhEgjBax99XSp3ThVaXE6er7Dpz4m99naljInInsBhj/IyqemudRimVBexFlx9nWcfZz60uKy7i6HJ9P7BQKZV/rtvrsnLuqvgdrK8tWo2dD5X034G+FdL6AUfOcrdqE1BafjvHF1cfQE9jVEtE5CXgRaB/TSrojn3UByKBY7UZm3ZSR858bnU5ca2hgBcw91w31OXE6X4HrnV8/k/oBxQBW86wTQKQROXXJ11+aomI3A/MA+6rSQXdsY8AoDm6/DjL2a4zoMuKK/UDGlO9ru6n0WXl3FTjd7C+tmg1V9cj11W1YExfVIYxXUErjGdui4GHyq1zM8adv/rl0mYC6cANGM/YzMN4Rje2ro/pQlgc57cYuAnjbt+JJfhM+QJcATwNXIpxEemL8SV1GAio62M63xdgOsaUIE0xpit8B7ADN1aWH+XyUZcT1+TPNuCLStJ1OXH+uQ9wlIkOGD9+3nb8v5nj9YZAHkZ33bYYz3NmAlPK7eNyRz5dXi7tCYwfW0Md16cpGDe+LqnrYz4flmrky5OAFeMxkfLXmbAz5QtwEcY4Dpc7yk8PYCWQBTSo62N296UaeTIBY9yTZo6y8iLGlGyPnilPHGm6rDgxX8qt9w3w5xn2octK7ebJTKr+HayvLXqp+WesrgOoVpAwAOMHbilwBBhV4fVhGM9pxJVL8wSmYXQNKcG4m9Wpro/lQlkc57uyZd6Z8gWj0rHOcQEoBQ4Bc4CYuj6eC2EBPsOY6qMUo2v0z0DvM+WHI02XE9fkTVfHub+mktd0OXH++e91hu+rXyvk0TpHOUgBJgPmSvbRq8K+xwBHHXm1Fehb18d7vixV5QtGi1JV+XZKvmD8KF6FcfPR4vjNsJAKlRm91DhPpmPcMCx2fEetA249wz56VUjXZcVJ+eJYpz7GTa3hVeyjl+NvXVb+Xp5U+TvYsZ6+tuilRos4PgiapmmapmmapmmaptWx8+GZdE3TNE3TNE3TNE37R9CVdE3TNE3TNE3TNE1zE7qSrmmapmmapmmapmluQlfSNU3TNE3TNE3TNM1N6Eq6pmmapmmapmmaprkJXUnXNE3TNE3TNE3TNDehK+mapmmadh4SkV9F5ENX7UdEnhKRZdXcp1lEdovIDX83Pk3TNE37p9GVdE3TtAuIiAwXkTIRCayQvv0s6fNdG+WpRGSCiKgzLBF1GdvfJSLzyh2LVUSOiMi7IhJeC7u/BRhVC/upkoiEAeMdS5WUUjZgAvCGiOjfGpqmaZp2DvSFU9M07cLyM+AB9DyR4KjotgWSK0lvB/zi4hgrkwDEVrJkOvNNRcRTRMSZ7wGswTiWOOBx4Fbgk5ruTES8AJRSWUqpvNoIsBqGA/uVUlvOYZslQDjQ3zkhaZqmadqFSVfSNU3TLiBKqSPAIeCacsm9gZ3AN5WkC/CLiISKyKciclREikVkn6N7swCIyLUiYhORhuXfT0TuEJESEQlx/B3taD1OF5F8EfldRHpUI3SbUiqlkkU59jtPRH4WkQccrdF5IvKNiERWiOdax3sWi8hxEZlbvtW63H4eE5EEoBTwF5EmIrLCcSxHReTR8t3ARWSiiOyrGLRj/79WcWwWx7EkKqW+AWYC/UTE17GPO0Vkq+O9E0Rkuoj4l3uPX0XkIxF5WUSSgePl0j8st56niExxHLfF0d18SIV4G4vIcsf5OSoij1WZM4a7gf9W2FdbEflRRHJEpFBE9ojIPSdeV0qVAd8BQ6v5HpqmaZqmoSvpmqZpF6JfOL0yvtKxVEzfq5Q6DngDO4CbgDbAy8BEYFi5fSZzeoXrHuAbpVSOo9K5CggErgc6At8DP4lI61o4rs7A1cAAoB/QAXj9xIsi0hvjRsTnwMWOY4kDllRoLb8c49hvAi7BqKgvAYKBHsBAx3t0LLfNB8BFIlK+J0IgcJvjtXNRjHH99RCRYcAc4A2M834v0Ad4t8I2twORGPnX+wz7nQTcDzyB0UPiU+BTEbnGEa/wV+t2L8dxDgQuPVuwIhKKcT7/rPDSZxg9HboB7TG63mdXWGc9Rp5pmqZpmlZNHnUdgKZpmlbrfgHuF5EopVQaRqXuaWAt0KZC+o8ASqkUYGq5fRwWkc7AEGCuUsouIp9iVMonA4hIFNAXo7ILcAcQBNyhlLI60l51VBIfxKg8nklTESmokHZIKXVJub8twDClVKnj/ecAI8u9/gLwplLqrRMJInIfcASjMr7VkWwH7lFKFTjWudbxenOl1EFH2lAg8cR+lFKJIvI9RiX4N0fyEIwK/ldnOa5TiEgb4FFgvVIqX0QmAM8ppRY4VokXkRHAbyLyuFLqRKU3GXhEKWU/w379MLrSP6mU+tKRPMmRh8/z142bjkBLpdR+x3ZDgKNVhN0Yo8fF8UrSpyuldp+IvZJtE4EoEfFXShVW8T6apmmapqFb0jVN0y5EKx3/XiMiDYCmwG9KqSxge7n05hjPsCMiJhF51tHtOsNRYX4IoyJ2wnygtaPiB3AXRkvqj46/OwMxQI6IFJxYgKsc73U2xzBaxssvN1ZYZ8+JCrrDcSC63N+dgScqvPeJCmT5999zooLu0AbIOFFBB+N5b6Bi9/b3gFsdLctgVNgXKKVKqji2Xo54ijEeO4gHhji66jcGpleI+QfHds3K7WPTmSro5db1AlZXSP8NYzyC8se5v9xxpldynBX5Ov6teJyvAx86ut1PEJHKWuRPbONbyWuapmmaplVCt6RrmqZdYJRSGSKyDaPl1AvYrJTKdby8qly6DfjVkf4U8BxGl+XNQD7wJEa37xP73SMiGzG6ZG9w/LuoXKu5CdgD3FxJWEVVhF1WvpJ8BpYKfyuMFt4TTBi9ARZwupRy/6+sRVdV8d5gVJ5TgXtEZDVwGXBfNbZb71jPCiSX6wlw4gbDSIx8qSix3P+r2wpd8TikXJpU8np1pDv+DQMOn3wjpV4WkYUYjx70BsaKyDSl1Lhy24ZhfM6yavC+mqZpmvaPpCvpmqZpF6ZfMEYR9+SvlnUwKoNvOdI3lqu89wCWK6U+OrGiiFTW+v0J8IJjwLJLgX+Xe+1EBT7P0Z3e1TYCbatR2a9oNxApIs3KdXcPBVoAm06s5Ojy/yFGC3pLYJ1Salc19l9cWUxKqVQROYbR/fxcn2uv6CBG1/ueQPmYepT7exfGcTZXSh2AkyP8t8A4d2cSD+RgtMhvKv+CUioemA3MFpFngdFA+Up6e2BLFb0ANE3TNE0rR3d31zRNuzD9gjFo2s2cWklfDTR0pJefem0fRrfsq0WkhYi8AnSpZL+fYQywNg/YrpTaVu61hRgtrd+JyHUiEiciXUTkORG5qYp4zSISU8lyLjeTXwAGicgMEekgIheJSD/HyOhn6279M7AN+EREOovIJRit8VZOb3n+CGgF/Ad4/xxiO5PngcdFZJyItBORliJyk4i8dy47UUoVAW8CL4vIbSLSXETGAoMwBpQDI7+3YQwmd7mIdMDIM2tl+yy3bzvGIw3lB80LEJF3RKS3GCPjd8RoUd9dYfNeGCO8a5qmaZpWTbqSrmmadmFaDZQBPhgDxgHgmFd7E8YI7D+XW/9ljOeXvwH+AEIxKn2nUEplYFS6OlBhrm/Hs9k9MVpl5wL7ga8xRlM/UkW8cRiDo1VcOlR1oOXefxVGt+v2GHOTbwdmYHTdLzvLdgrjpkWhY7tlGF3b91HhOWylVLLj9WLgi+rGdpb3XoAxcvsAjNHTNwATOH2Qtup4HmOk+ZkYreZDgaFKqV8c76UwBvnLxfh8LMMYfX9zNfY9Bxhc7maHFeMz8hHGIw4/YjwKcHLKNxFpipH3H6FpmqZpWrWJYwpaTdM0TdMcHNOrJQLjyo8W73jtT4zR2as7x/gFQUR+BpYppWZWc/3ZGL8zHnZqYJqmaZp2gdHPpGuapmn/eCIyEKN1eA8QBbyI0dX9i3LrRGF0H78UY2T7f5pHgGurs6KImDBuctTGIwGapmma9o+iK+mapmmaBn4Yz7THYXR73wRcqZRKLbdOKpANjFRKHXJ5hHXMMXXb/ipX5ORz7JOqXFHTNE3TtNPo7u6apmmapmmapmma5ib0wHGapmmapmmapmma5iZ0JV3TNE3TNE3TNE3T3ISupGuapmmapmmapmmam9CVdE3TNE3TNE3TNE1zE7qSrmmapmmapmmapmlu4v8B4QmEED/nT8QAAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Start by cleaning the data of outliers\n", "data_clean = data[data.Hm0 < 20]\n", "sigma = data_clean.J.std()\n", "data_clean = data_clean[data_clean.J > (data_clean.J.mean() - 0.9* sigma)]\n", "\n", "# Organizing the cleaned data \n", "Hm0=data_clean.Hm0\n", "Te=data_clean.Te\n", "J=data_clean.J\n", "\n", "# Setting the bins for the resource frequency and power distribution \n", "Hm0_bin_size = 0.5\n", "Hm0_edges = np.arange(0,15+Hm0_bin_size,Hm0_bin_size)\n", "Te_bin_size = 1\n", "Te_edges = np.arange(0, 20+Te_bin_size,Te_bin_size)\n", "\n", "fig = mhkit.wave.graphics.plot_avg_annual_energy_matrix(Hm0, Te, J, Hm0_edges=Hm0_edges, Te_edges=Te_edges)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Wave Power by Month\n", "\n", "We can create a plot of monthly statistics for a quantity of interest as shown in the code and plots below. These plots show the median value of a month over the dataset timeframe and bound the value by its 25th and 75th percentile by a shaded region.\n", "\n", "Comparing the plots below to the analysis performed by Dunkle et. al we can see that in the top subplot the significant wave height has a maximum mean value in December at 3.11 m, which corresponds well with Fig. 5 in Dunkel et. al. The higher significant wave height also brings higher variability in the winter months than in the summer months, which shows a minimum value around 1.44 m in August. The second and third subplots below show an energy period and peak period each having a maximum value in January at 10.3 s and 12.5 s, respectively. The minimums also correspond to the same month of July with values of 7.12 s, and 8.33 s for the energy period and peak period, respectively. Dunkle et al. report a minimum energy period value of 8.5 s in July and a maximum energy period of 11.3 s in February and do not report peak period monthly statistics.\n", "\n", "The maximum energy flux occurs in December at 48889 kW/m while the minimum occurs in August at 7212 kW/m. These values come in lower than the results from Dunkel et. al., which report values ranging between 70 and 80 kW/m in the winter months and a mean around 20 kW/m in the summer months. The average monthly steepness stays relatively constant throughout the year, ranging between 0.0265 and 0.0313. A discussion of monthly wave steepness was not held in Dunkel et. al but would be interesting to compare for the PACWAVE-South site. \n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--------------------------------------------\n", "Hm0 max:3.1196, month: 12\n", "Hm0 min:1.4536, month: 8\n", "--------------------------------------------\n", "Te max:10.3457, month: 1\n", "Te min:7.0959, month: 7\n", "--------------------------------------------\n", "Tp max:12.5, month: 1\n", "Tp min:8.3333, month: 7\n", "--------------------------------------------\n", "J max:48879.2448, month: 12\n", "J min:7333.8707, month: 8\n", "--------------------------------------------\n", "Tz max:8.0184, month: 1\n", "Tz min:5.7096, month: 7\n", "--------------------------------------------\n", "Sm max:0.0315, month: 12\n", "Sm min:0.0266, month: 9\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "months=data_clean.index.month\n", "data_group=data_clean.groupby(months)\n", "\n", "QoIs = data_clean.keys()\n", "fig, axs = plt.subplots(len(QoIs),1, figsize=(8, 12), sharex=True)\n", "#shade between 25% and 75%\n", "QoIs = data_clean.keys()\n", "for i in range(len(QoIs)):\n", " QoI = QoIs[i]\n", " axs[i].plot(data_group.median()[QoI], marker='.')\n", "\n", " axs[i].fill_between(months.unique(),\n", " data_group.describe()[QoI, '25%'],\n", " data_group.describe()[QoI, '75%'],\n", " alpha=0.2)\n", " axs[i].grid()\n", " mx = data_group.median()[QoI].max()\n", " mx_month= data_group.median()[QoI].argmax()+1\n", " mn = data_group.median()[QoI].min()\n", " mn_month= data_group.median()[QoI].argmin()+1\n", " print('--------------------------------------------')\n", " print(f'{QoI} max:{np.round(mx,4)}, month: {mx_month}')\n", " print(f'{QoI} min:{np.round(mn,4)}, month: {mn_month}')\n", "\n", "plt.setp(axs[5], xlabel='Month')\n", "\n", "plt.setp(axs[0], ylabel=f'{QoIs[0]} [m]')\n", "plt.setp(axs[1], ylabel=f'{QoIs[1]} [s]')\n", "plt.setp(axs[2], ylabel=f'{QoIs[2]} [s]')\n", "plt.setp(axs[3], ylabel=f'{QoIs[3]} [kW/M]')\n", "plt.setp(axs[4], ylabel=f'{QoIs[4]} [s]')\n", "plt.setp(axs[5], ylabel=f'{QoIs[5]} [ ]')\n", "\n", "\n", "plt.tight_layout()\n", "\n", "plt.savefig('40650QoIs.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Monthly Cumulative Distribution\n", "\n", "A cumulative distribution of the energy flux, as described in the IEC TS 62600-101 is created using MHKiT as shown below. The summer months have a lower maximum energy flux and are found left of the black data line representing the cumulative distribution of all collected data. April and October most closely follow the overall energy flux distribution while the winter months show less variation than the summer months in their distribution.\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1000, 1000000.0)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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MH9YtpqK6kurKKqrcqrHarIwbcxPxzROoPJ7Mlm+/xd3dHW9vb0ICI3B1dSWoRwu8vLxoVeiHb3Yker0erVbrCMS1Wnx9fdFoNFwV2Zuew/qiVqvrvJdOXTvTqWvneu81MTGRxMRErCYTZQV5lObnEhyXCMCJPTvY/sPXlOblUl1eduacqW9/AkBJThbFxw7h6umFt6cXLuFhuHh6ER0ZCUCHYdfSolc/dC4u6IwuIGmxWVTYLDKmSitX3TCBln1Hk7Irl+KcKkrzqinLtrP4tUMMm96aZh27YqoKY91XSf8YdTrNWgfjExKE+rCNvOMV2BUfZL07eqManUGDoijojC7EdQ7HO8gbjVaFWqtCrVGh0aqQTpeK6Dgkkla9Qk8H2BKSSkGmnKqqVKzWYlpfXUzn6/zx8GiNLFtJTnkRm7WcffvmYLWVIYWU0bnjaCIjbsdiKeSPjV0AOHDw9FA1ENfjQaKiRmEyZbFz135UKgMmkxGVSo+rp5GI1kH4+0VhMuk4ebI/KrUelcqASqVHrTLg59cZF8mFygxf3KpmIJdWQaUVryHXoFLpqfj4Z0pXvIWtvJggqxbJCtrAUOLWrAEgc9H9mE8m4+nlhXdhd9SubuiaxeDf5m4AyiYsh4kSmoBAVK6uWBSZ7LIyjh+vIiMjg7TufcmIzCInJ4fcvblkZh0n75MtWC3v1fmaUuvVSG46JE9fVG5uSM3i0bh5oXb15s5mYeQr6Rwos5MT3B3JxQWVXYvapkMl62jv6km5VU2ORcHcIxAtEsrOfNxLS4iQcomU8tC6+bLN2I7gtv48ePQZ3Eqz8LKX4q2U4m4vIyX8era0eYoOkV60+CASKVpBQQIXX3D1Q+o4BLrdCTYz7IgCVz8weIHeDfQetPKO4kG92+m7eajW/XWt8dWkWu0xNb7qX6vdr85nzUEP6LX1p4zo1Dp0al297VqVFq1KW2+7Srr8q4xf7gH6LsAMDAHmAEiSpAIGcnqW/L8uISGBr776ip49e2K323nqqadEdRZBEC6IoihIkoS9wkLh/MNYsivAdnqKUgUqFw26MHc0fkbchkRQqbGg9zTiGeRDlcrML6tXUrSpiOLiYqxWxwzh1VdfTZcubbDk51Px0xbc3NwIDAzExcUFo9GIT5AfkkZFbGwsTz75JCpV3X84fX198fX1rXfsWm39f4z/SbbbKc4+hdHDExcPT3JPpLBuwacUncqkqrTkzHFjHnuOqLYdkCQVWoORuC5X4e7nj7uvH+6+/rh5O/KXOw4fRcfho2pcw26XKS80obNY8AoKpijbgw3fHqMkt4rKkr8+Gh86rRXNOgRQVlDN1p9PYHTXYnDV4u5rxC/UDY3O8XyEt/Bh+F1t0Bk16F006IwatHo1utM52q37htG6b9jpT69qvxEJivYkKNrzzNdWazEWSxFl5Seprs7AaitBp/MjKHAEiqKwfkM77PaKGn0EB99AC49XkCQNubm/ola7otV4oNG44+IShU7nD4BG40Fc3BMY9MEYjRFoNB5oNK6o1Y5gz2AIoWePTXV+bxRFQWtyIcoyFktGJtbMDHynTUNSqch9+RUy5s+veYJGQ+T1TyKp1dgCdqN07IDaywuNrx+6yEg0AQFnDg17682arwNZJjMzk1WrVnH06FFOnjxJeno6GRkZpKenk5ubyz/pPN3x8PWjWWgIHokeVLV1wRY6BMknCJWXDyovb1SeXsxvE4TRtZjX1u4hOaA9kk2BMjtyiYLerkEX4oufyYZrWjGjOgYRYNRy8EgBh1NL8DBqMRhdSAxWEeLvw0ODEuGrG1DsfyAZqv8aTOQQmHCf4/+nV4PRC1ybgas/uPgRG9aJ2DjHm0Tu3g4uPkhGb1D9402sRg/d76rz+yE0nksaoEuS5AbEnv5SBwRJktQOqFAUJUWSpOuAl4EBiqKcUhSlTJKkj4CXJEnKBk7ieBtnBD6+lGO/nMiyjEbj+NbNmzeP6dOn06VLFwIDA3n44Yepqqpq5BEKgtAU2CssWFLLMKeVYUktQxvsivfoOFQuWlQuGty6h6ALd0cX7o7KXcexlGNkr11LWloamZmZ2Gw2evTowaA2gzCY1RQUFODj40N0dDTe3t54eXkREhICONYE3XHHHfWOpb6Zb2cwVVRw4PeVFKSnkp+RRlFmOnabjUHTZtBmwFDUWi12m43o9p3wDgrBIyAQT/8A/MIdwU10u45Et6u9/YaiKNhtMmqNClOllS0/H6e8oJryIjNl+dXIskL30c3oMDgSjU6FzWInLNEbr0AX3Lz16PQaAqM9AAiJ9eL2t3qjM9T9Z9nD14iHr7HOtrqUlu2juioNi7UQi6UAszkHrcaL+PgnAdi1ezyVlcdqnOPj04ugwBFIkkRM9L1IkhqNxhOt1gut1hu9wVHdWJIkevfaUeuaf1KptESE11+AQFEU5MpKrFlZmA4ewn1Af9SenhT/8AM5zz0P1r+lf0gSHteMQBcWimvPnqi9vdGGhaHx90cbFIgmKAjp9GvH55Zb6rxeZWUlhw8f5uDBgxw5coSjR49y9OhR0tLSsFgsZ47TGo3oAgMwBobSpm9fuvma2GZLxhR/L+qAINT+gUg6LV7WMh72rqRdQgveWrGRFIsFq0lHZYWG7FwP3PNUHPUxklqgUJ7TjvvCw4iPcOeP5AIWHEijWrLyR2kePq46mge6836/RFxLkynTH0cbnYaxMgNOboAyH5hw+o1MQAsk31jwCAGvCPBp5vj/f5q8tN7nGwD/+LO3C5cdSbkUiwj+vJgk9QXW1tG0XlGUvpIkTQbmAdGKoqSePkcLvAjcDHjhmFWfqSjKznNdLyEhQUlK+udHgg5HjhyhefPm//oeLgeDBw8mNDSUefPmNfZQmvTzKFw8Igf98qTICpLKkSOZ/8l+zCdKHQ0aCV2YO8ZWfrj3DKWiooKsrCxOnjyJXq8/8718/fXXqaioICgoiMjISAIDAwkJCSEoqPG3pbDbbOSnnSTv5HHy01MpyEilWceudLrmOqoryvng1nG4+fjiFxGFX3gk/hFRhLVohYdfwLk7P81UaSXnRClZx0rITS2jKKuSuC6B9L4pHrtNZv5jm3H31uPuY8AzwAWvQCPBzbzwCnRx+v2Wle2nvPwQFksBFmsRFksBsmymuGg8ffv2Ze++qRQWrgdAktTodYF4eLSldWtHOkZe3gpk2YJW641W541e549OF+DUHFp7RSXVe3ajj4lBGxpK9YEDZD34ENa8PJTqv2aCw+fMwa1XT6r27KFizRrUvn5ow0LRR0WhDQtDZTy/NyZms5kjR46wf//+M8H4kSNHOH78+Jlj1FodLuERRCUkMrBFHHZfFQv0CagjY1B5uqGWS2hZncsdHgoxLduwKXU9ZceO0EqtBYsPB0t82G8NpW/HdtiRWJ+UT7MAVzpEeJNWWMV7a1NOP+cQ6mUk2s+VF0a1ItLXlbzSaqpK8wmtOoz25FrI3g83LwaNDpY9DNs/BiTwCHUE1PFDocMtoDU47XsiXFySJO1SFKWTM/q61HXQ10H9y1wVRfkc+Pwfj1lxbGz08EUcWpNQUFDApk2bWL9+/WURnAuCcPlTbDKmo0VUHSzAklZG0IOdkNQqjG39MST6oAlzxRDhiaRRsWrVKg7M/vZMdSeVSkWLFi3O9HXzzTfj7u6O8TwDpovFbrNRmpeD1WQiMCYWu83Gh7dPwFxVCYDWYMQvPAKt3hHYGN3cufuzbzG4uZ2tW8DxJqa8yEThqQqKc6rQGTW06h0KwPcv7aC80IRKLeEf4U5Me3/C4r0BUGtUTH3NedV/rdYSyiuOUFV5gsqqFKqqTmI259Kl8xJUKg1Z2T9x6tSXAGg07mi1vhiN4SinF7/Fxz2JEvs4Op0PGo0n0j9ybgMChjptrH+yV1RQ8uOPmPbvx5KRifnYMRSzmaCnn8J73DhUrq7o4mJx69sXTUAAmoAADIkJ6GIc2cou7dvjcp5FB6xWK0lJSezZs4ctW7awfft29u/ffya1SqPT0TwhgY4dO1LWdwiWyFg0UTHogoOJc1UzPTKSNrocxv06jmDNYToUZjM8NY9OQZ1pFjMYKaYPBLTETYnl3s17+CTH8TMh4Vh4unWl49OHQA899wyIpVecPzmlJtqEeRLt50q4twFD4WHwjgKDKxz4kYCl94P59BoGjQGC2kB1MbgHwlUzoMs08Ap3pJwI/3mXew668Dc33HADycnJzJo1i5tuuqmxhyMIwmVMNtuoPlhI+fpMbHlVqFw0GFr4IpvsyDo7BYFmUlJS2P/zfu655x60qDAYDERFRRESEkJwcDDBwcHo9X8FCwEB5z/b7GzHd20ndd8uyvLzyDxyEEt1NYExcUx8+U3UGg29J05BqzcQEp+Ih1/A6aoPf6kvOP/7pwq/LzhCys48rOa/1vH4hbudCdC7X9cMF3cdAdEeaHXOSclRFAWzOZvy8oOUlu4lIuI2dDofTp36luMn/geAWu2Ki0sULi7R2O3lqFTeREfdRVTkdHQ6P1SqvxbL/Vne1MUl2injq2u81rQ0qvfvx3T4CNUHD+DarTv+M+5GUqnIe3022sBAdJGReN10I+79+mFo3QYAfUwM4e/VvaDyXNc8fvw4W7ZsYevWrWzbvp0DBw5gMTty+fVubrgmtkI7ZgIucYlomsXTKTGBhR2iGLZwGB7qQCSSUVvW4J6VyzTcGb/HhHX6OuYOmUvLUwfQ6304rG/DsjQba3blEZthRWEvm1MKkYCHhiQwsHkA7689TtcYH9qEehHt74qb/q8wKshDT5BHBhxcDocWQdEJGPs1JA4H31hocxP4RIN/AkT1qhmIe0U06PsiXHlEgN6ErF1bV3aQIAiCg6IoKBYZlV6NvdhM8Q/HUHvq8Z3YHENzX9Iz0/nxq3nk5uaeWUyemJiIxWJBq9XS+3RJwctBWUEeJ/fspM3AYUiSxJGN6zi5Zwee/oEkdO9FaGJL/CP/CkLbDDi/GWFFUSjNqyZlVy5ZySUUZVcx6YXuqDUq/MLc0Oocm9/4hLjiE+x6ZhEmQFynwAbdk91uAmTUahfKy49w/MT/KC8/gsWSBzhSUfz8B6DT+RAQMBR395a4ujZDrw+ulXqi1zdsLOfLmpuHLS8XY+vWAJy8diTm5GRHo1qNsU0bVC6OFB6ViwtxG9aj8fFp0DVtNhu79+5l88aNbNy4kTUb/qAk3/EcqYwuqBNaYhx5E5+NGESbtm34wGZjX2UVBvNRsou20sPPwiddRqGWJPqF9yPWJhN8YiPNMvcTbrOi9ouHyKvQ2m1Eu7bmrn0KezJKKK0+cmYM+zJL8TRq6Rrtw5iOYQxp6UjjemdcPTP8plL4sCeUpoOkgoiroNcDEOaoZkNIO8d/gnCeRIAuCILQxCl2GVNSMWVrM9D6GfG5KQF1gBHzGH9SCtOI0RcTp/bDYDBgsVho3749cXFxhIeH4+Li/PzoC6HIMtkpxzixewcndm8nP+0kAGHNW+MbFs6AW+9Eb3wA1b9cTPrnzpCSSuLY9hz++C4ZU6UjDcIv3I3I1r5YTXbUbira9At37j0pClVVJykp2U5+/koKizaSmPA8oaFjkVQazOZcvL274eHRBk+Pdri5NUetdqTlOGbMo5w6nvNhPXWKig0bqNy6jeo9e7Dl5aENDSV2zWoAvCeMdwTmrVqhj41F+kf1nAsJziusNpbt3c8vK1exbcN6UrdtwVbmWB8RHR1NbM/eFMS1JLpDR9q0akWUi54IFyPX+nsy/texHClyBNZebmHcGtGHvmpP1MsfhnbjeeaqZ+DYKti7FHo+iC1xJF+luvDLviwy39jKqZJqXHVqhrYKpk+CP+mFlXi66GgZ4kGrEE90mjqqCpWkw7GVkLwK3AJg5Ptg8ITo3hDVw5E77tKwNymCIAJ0QRCEJkqxy1QfLqR06QnspRbU3nqSgorJWXSYEydOUF5ejkqlwsXVhbi4OAIDA5kxY0ZjD7sG2W5HpVZzYs8Ofn7teSSVitDEFvQcezMJ3XvhFeTYUNrodv6bqsl2mby0ck7syef4njx6XB9HTDt//CPciWrrR1C0ByFxXngHOXdrbputHKu1GKMxAkWR2bb9aiorHbPNOl0AkRG34+HhSPdwc42ja5dfnXr9C6XY7WcqoeR/8AGlPy1EExyMS9euGFu3xtD6r301vMeOveDrlFptJFeZOVZp4kBBEbEph9i6/FcWLVtOYdYpALRBIYT2HUDHfgN46tphtI2JRlEUyixlrE5bzU/Jj7O9NJXlY5ajUam4r+N9FFbm0rnaTFDyavj9fUeet8YI4V0hpD1yswFsHrqC1UfzWfhROmUmGwCdo7wZ1T6EAc0D6RDhfe4byNwFvz8PJ05/mu0dBSF/m1Ef9f4FPzeC8E8iQBcEQWiiyn7PIPP3o5R6Wmg3oRvGFr4s/OhDysrKiImJoXnz5sTHx2MwXD5VIMoK8jm5ZwdpB/aSczyZ1v0H033MOCJatuXqex4kql3HfxWM/111hYUVHx8kL70cm9mOSiUR1twbvYvjT513kCsDbnZu1SmrtZi8vBXk5i6luGQ73t7d6NB+AZKkwsurC6GhE/D27oarS6xTK6Q0lFxdTcX6DZSvWknV3r2EvPgirt2743fnnfjeehu66CinjfdQRTV3H07jYHIK5k1rsWzbiOXAHrBa8fDwoNeAATTr0Zsbrx7KVYkJNa67NXsrH+37iP35+7HKVmK9YpnUYhImmwlPnQdXhVwFZdnwYXewW6HVaEi8BiWqN0cLrSxadoTvdmRQWm3FqFXTzN+VuEA3HhicQJj3OT49spogfbMjCDd6O2bMs/dCvyegxUjwi/tr73lBcDIRoAuCIDQh9nILVQUVHMxJ4sCJA2Tps9DJOrq2uBpJreKWW27B1dX1sgoGwZHusfCVZ0jduwsAD/8AQuIS8Q5y1HLWGgw079n3X/VXlFXJ8T35qFTQ6epoDK5adEYNzbsHE9zMk/AWPhhcz38Do38r5fj/SEv7BJAxGqOIipyOt0+PM+2JCc9dtGtfqMrt2yn44EOqd+9GsVhQ+/jgPqA/0unFwLqwsAb1X2azs6esirVFZbRzd6FlWQFfzP+Cvd99T2mKo/JJfIsWDL/nHoYOGULv3r1rvIFUFIVNpzZh1BjpENiBKI8ozDYz4xLHMSx6GC19WyKVZcHm9+H473D7OvAIhukbwMWPEpuGN347xuJv/qC02opKgv6JASQGeTCjfywG7XmkSGXvg41vQtIKsFXD+B8gfjB0ud1RbUV/YW8gBeHfEAG6IAhCE6AoClW7ctm5dBN/cBgbdoKDgxkwYABt2rQ5s9GP23mUErwUCjLSSNmxleKsTIbNeABJkvALjyQkPpH4rj3xCQ27oDcRZQXVnNxXwKE/TlGcUwUSRLdxbBouSRLD72rj1PtQFDtlZfsoK9tPRUUSJaW76NDha/Q6P1xdmhEZOd2xoNOt5WX3pghANpkoW7oU2WTGZ+IEjG3aoA0OxjB+PG59euPSuTOSpmGhgKIoLC8oZW5mAVtKK7CWlGBbvwrjupVk7d2NJEn07duXq6ffzpgxY4iOrl1hRlZklp1cxoLDCzhceJhh0cPoENiBINcgvrnmG8dBeUdg4TQ4tBAUGZqPAFMp5WoP0qs8USqtzNmQxOJ9WQD0iPXlnbHt8XU7z7KF5nL4YiSc2gV6D2g/EeKHQER3R7vr2TanFwTnEgG6IAjCZcxsNpN8IAllWzHeGSpCwoJo6Q9denYjNDS0sYdXQ2VJMce2beLIhrVkpzg2iQuOTcBqNqHVG+gzceoF9avICkiOAHz/2kz2rcnAP8KdPuPiiW7nj6vnxakbXVKyk/0H7sRqLQJAq/XBzS0Rm7UEvc6P4ODRF+W6zlB94AClS5ZQtmQp9uJiXDp1wmfiBFQGAyEvv9Tg/mVFYW95FR08HJ/WzDuZxe7Vq/Bct5LkdWuwWa2EtmrFfa+9xvjx48/6Wl2XsY7ZO2eTWpZKtGc0T3Z7kmubXVvzoFO74NOBoHWFLtOh63QKtUG8seoYC3fvQKOWKDfZcNWpGdclnGm9mxHtdx5rDKwmyNkP4V1A5wauATDkZWg3HoxeDXqOBKEhRID+H/TMM8/w5ZdfkpKS0thDEQShHoWFhaxevZpjScewy3YS5FBGjBxOaNdg4lSX10ytoihIkkTagb38Pvcj/CKi6DnuFlr2GYCb94VXsygrqCZlVx6HN2bRZ3wC4c19aNM/jFZ9QvEKcG71GVk2U1S0mcKi9Xh5dSEw4GqMxgh8fXrj59cfT8/2dZY7vBzlf/ABBe+8i6TV4ta3L97jx+HSrVuD+7XKCttKK1hRUMrSvFKyzRY+U5Xz63ffsPq77ygpLiYoKIh777mHSZMm0bZt2/N6vvKq8tCoNLzU8yWuibkGyWaC7AOOoByg2x0Q3B4GPQdtx5NabeB/y5NYdegQNrvCdR1C6R7jS0ZRFbf1jsHDcB5pTSUZsOtz2D0fLJVw3wHHDPn4bxv2JAmCk4gAvYmaPHky8+fPr/X4N998w9gGrLIXBKHxbd++nVWrVqFWq+nUuRORZl+a9WiJ3t+5VUcaKvPoIXYuWUhoQgs6XzuGuK5X4RceiX9k9AUHsoqicOiPLA5vzCI/3bF7Y3CsJ2qNoz8PX+fuYlpcvJ28/GVkZX2HLFsACZWkIzDgavT6AFq2nO3U610MZStWUrZyBX7TpgHgMXQoKoMRrzGjUXt6OuUau0orufnASQqtNtTZmfj/8RuqFUsYkXoSo9HI6NGjmTRpEgMGDEBzjpSZgwUH+fzQ57Txa8PNLW9mTNwYxsSNQV2ZD789CTvngaXCcXBEd+gyDZsCle3vwNOo5WRmHr8dygXgmrbBvHFju/O/kez9sOF/cHQpKIqjJGL3u0X6inDZEQF6E9arVy++//77Go95eXk1zmAEQWgQWXZs0a5SqbBbbITrAxhx03X4RPg38shqK8nNYc3cD0nduwsXTy9CE1sCoNXpCYiKaVjnCuxZlYbeRUv365oR097f6bPlZnPumY1+UlPfp6R0B/5+gwkIvBpfn16o1ZdHbfizsVdUUvbrr5SvXEHl5i2o/f2oat8BIsLRx8Sgj2nY96HIamPBqUIijTpGBXrjUV2J+4qfUVYt4ciO7WRLEv379+eVZ55m9OjRuLufe+FkQXUB7+15j0Upi3DVuBLvHQ+AWnV64eaG12HnZ9BqDLQYBSHtybB7M3/ZUX7em8WgFgGE+7jwzfZ0LHaZvgn+3Nkn9vxuSJZBpQKtEdK3Qre7oMs08I68wGdIEC4uEaA3YTqdjqCgoFqP79q1i//7v/9j8+bNGI1GevXqxZtvvklkZM1fRF9//TVPPPEEWVlZ9OzZkzlz5tS5eEcQhIuruLiYH3/8kY4dO9I6NIGorVrCihMxltexSUojS9qykRUfvolaraH3hCm0GzIcrf7CyzgqisKxbTkk78pjyO2t0OrUDL+7Ld5BLk5NJ7FYCsjP/42c3CWUlu6kx1V/oNcHkpj4Ajqdb5MIyv8u/eabMR0+jCY4GP/778f31qmOxZ7r1l1wn4qisLaonMV5JfySV0K1LDOi+BTf//gVP/30ExaLhZYtW/LKK68wYcIEwv5FxZfNWZt5atNT5FfnMzpuNPd3vB+PonT48VbofBtEdnfsvNn9LvCJISWvgi/WpfLt9v0oKPRPDKCkyso325O4qpkvT1/TkoEtzmM31fJc+OUe0Ohg9KeO0ogPJDmCdUG4jIkA/Z/mDa/9WMtRjvJKlir46oba7e3GQ/sJUFkI399cu73zVMeMQGkmLJxeu32K8zarOHz4MH369OGBBx7gnXfewWq18txzzzFo0CD2799/ppxVdnY2H3zwAd999x0AM2bMYNSoUezdu7dJ5FgKwpXAbDazceNGtmzZglqtRluukD/nAIpNxn9yawzx57F5ykWmKAqp+3bjHRSCV1Awbj6+RLVpT7/J0/DwC2hQ3+mHCtm88DiFpyrwDXWlJLcK/3B3fIKdl8pTUZFE0rFnKSnZAcjo9cFERc1ApXL8LjQanbt76MVizc4m/623CXz8MdQeHvjffz9qTw8MrVs77Xf2UymnmJNZgLtiJ3HXRrJ//IZPt2/Dw8ODO+64g8mTJ9OuXbvzvl6ltZJTFaeI947HJtvoGNiRm1veTMuKMvjhNkhe6ViY2ay/I0D3CD5z7ofrjrN47ym6x/gypUc0/ZsHkFZYyW29YugYeR4/F6ZS2Pct/DEbTGXQ836wW0BrEMG50CSIAL0JW7duXY2SaoGBgfTq1YtrrrmGZ5999szjX375Jd7e3qxYsYJRo0YBUFVVxeeff05srOPjwQULFpCQkMCaNWsYOHDgJb0PQfgvOnjwICtWrKCiooLWrVvTq1lnLN+lIXno8JvaBl1I45dLzDh8gLXz55CfeoIOV4+k3y23E5rQnNCEJxrUr90us/zDA6QdLMTT30j/m5uT2C0IyUmLX8vKDqBS6XBzS0CvD8RuryQycjqBAcNxc0tsMpMQisVCxR9/UPrLEsp//x0UBa8brselUyfcevVscP9WWWFFQSmdPF0I1uu4yqDh6LolbJrzISuys4mLi+Ott95iypQpeHh4/Ku+DxUc4qEND9HKtxWv9XmN3mG96RXaC2nh7XDgBzD6QL/HHZNfRkfAvS+jBFlRaB/hzSNDE6iy2Fh+MAdfNx39mwcQ6etKpO95vHk7tQvmX+vIYw/tCJPehcCWF/IUCUKjEQH6P51tNlvncvZ2V9+zt3uGOXW2vGvXrjUWimo0GoYPH05KSkqtWsgmk4nk5OQzX/v7+58JzgHi4+Px8/Pj8OHDIkAXhIvoz4onBoMBb29vbrrpJsLDw1HsCuUlEm7dg1HpG/dXs6migk3ff8m+VcvwCAhgyB0zad6rb4P7rSg24+atR61WoTOo6XptDG0HhKPVn8fmMeehvPwQx0+8SWHhWlxcYunWdRlarRddOi92Sv+XkiLLnLxpLOYjR1B7e+MzfjzekyahC2t4ac1cs5Wvsgv54lQhORYrD4d4o131Cy+88AJ5eXn069ePzz77jCFDhqD6l7PNZruZj/Z9xBeHvsDX6MvYxLGQexj8E5FUKgjvCoGtHIG5zhFsZxRV8drKJJbsy2JAYgDPjWrFbfN3kpRTxvQ+MTw4OOHcF7aZIT8JgttAQEvHjqKdpjp2ARWEJkgE6E2Y0WisEWSDY6HZpEmTePTRR2sd7+vre9b+FEVx6vgEQfhLZWUlq1atws3NjUGDBhEbG0u4MZCSn5KxTw5E7aHDo+/lkW6xddF37Fu1jDYDh9B74lR0hoZVTqkqs7B5YQrJO3MZ+0QXvINcGXxbKyeNFsrK9pNy/H8UF29GrXajWcwDhIaOR5KcE/hfSrbiYtReXkgqFS7t2+N72614DB6MpHXOjqgzj6TzU24RNgWuUttpu2ohr879lLy8PPr06cOPP/5Ir169LqjvUxWnmLFmBiklKQyLGsYjMWPw3fwJHPgRRrztSAXtcvuZ48tMVt77PYXPN6WiUsE9/WMZ1iqIke9twmy1M3dyZ/omnEca1ckNsHSWo1zi/QcdaSzXvntB9yAIlwsRoF9hOnXqxP79+2nWrNlZP8bNz8/n+PHjNGvWDIBjx45RWFhI8+bNL9VQBeE/Izs7m2+//ZaKigq6d3fsSlidVETRV0dRGdTI1VbUHrpGHaPVbEK2y+hdXOh23U0079GHwJjzrJBxFqn7C/j9y6OYq6y0GxDutE2F7HYzimJBo3GnujqDyspkYps9QkjIWLTaf5eOcTmwV1SQ/+ZbFH/3HVHffIOxdSuCnnqywf0qisKe0xsKASgojFFZqfjhS76b9xmVlZVcffXVPPjgg/Tt27dB6T8eOg98jb7M6nA/vTIPwOcjQK2DtjdB7IBaxy/afYpPNpzgho5h3N47hvhAd+yyQv9Ef27tGUNC0DkqwxSnOXLMd88Hr0i45k2QRH65cGUQAfoV5rHHHqNLly5MnDiRmTNn4u/vT2pqKj///DMzZ84k5nTpLRcXF6ZMmcKbb76Joijcc889tG7dWqS3CIITybLMunXr2LhxI25ubkydOpXQ0FBMKSUUfnEYbaALfre0RH2RdsI8H4qikLZ/D2vnz0G22xj/wmyM7h4Y3BoenG/6KYW9v6XjG+rGiBlt8Y84dym+c7HZKsjOWciJE28SHj6VmOh78PcfjJ/fANTqC68m01gUm42iL78kf/YbKFYrXjfdhMb3wjd3+rutJRU8m5LFnvIqVnWKR5uZRukrr/D111+jKApjx47lkUceoXXr1hd8jeMlx1mVuoqJLSbirnPn08GfwtL7YedcSLgaRrwDbn+VCt2VVkx+uZmhrYIY2yWcuAA31h/L56aPt7BsZi+CPY28dn3bc1845yB81AMkNXSf4chn1zWtSjyCcDYiQL/CNG/enM2bN/PEE08wZMgQTCYToaGh9O/fv0aN9ODgYKZNm8aYMWPIzs6mR48efPnll01m8ZQgNAXp6els27aN1q1bM2jQINzc3LAVmSicfwiNrxG/W1ujdnVO6sK/pSgKGYcOsPmHLzl19DDufv4MnnYPRnfnzT7rDGra9AvjqtGxqLUNm9m02cpJTf2QjMz5yLIJT8+O+PhcBYBKpQUa53lsqPTbbqdq61Zce/bE7+67cGnf8JzpHLOV+4+ms7aonFC9lnulKl6adhvff/ctLi4u3HnnncyaNYuoqKgLvkZWRRbv7HmHX0/8ilalxUPnwYTEsaBSQ+fbHXnmnabC6b8pRZUW3lp9jAVb02gT5sWQloHkl5t54ueDnCys5Nq2IejU53iNmCsgYyvEDnQs+rzmLUcFGFHLXLgCSVdy3nFCQoKSlJRUZ9uRI0dEOocTiOdRqMu6devo27dvYw+jUSiKwv79+2nVqhVqtRqTyYRerz/z5lexyRR8fgifGxMaNa3l5N5dLHz5aVw8veg+Zhyt+g9G08A8Z5vFztbFJwhL9Caqtd+ZBbENpSgKe/dNoajoDwIDryU8bBIeHu2b5ISCbLFQvnw5HsOGIel0lK1cBRK4DxzoWETZQMvXruNBrR+VdjvjLCUkf/oBC3/4AVdXV2bMmMEDDzyAn9+F75qpKAof7f+IT/d/iiRJjEscx5Tmk/D5/SVHacPRc0D919yf1S7z9bZ0Zq9KosJsY0LXSB4YHM/h7DLu+3Yv1VY7n93SmS7R5/jU4MR6WHIvlGU78szdGlbiUxAuBkmSdimK0skZfYkZdEEQBCdav34969atQ6PR0LJlyzN7D1TtycOQ6IPKqMH/tgtPKWgoRZaRVCoi27RjyJ33kdC9Z4M2GvpTxuEi1n19lLICE2qtiqjWfg0KoGXZSl7eclxdm+Hu3pLWrd6jujoNd/emWS5PkWUqN28h73//w5yUBCo1niOuwWPIYKf0f7C8ikRXI0YJXvfW8uGzz/Pqj47A/JFHHmlwYP4nSZLIrsimT3gfHur0EMEWE3w9Dk7thKvurZUDvie9hKd/OUT3GF+evrYFiUGOT2jWJ+XjZtDwxa1dzjxWrz1fwS8zwDsKJi0SwbnwnyACdEEQBCcwm80sX76cvXv30rZt2xqfLFVszqLkl+O49w3Dc2jj7dabtn8va+Z+wNC7ZhESn0irvs5Zc7Ll5+PsXpGGZ4CRkfe3JyyhYRsslZUd4GjSk5SXHyAs7BYS3Fui0bg12eC8cutWcl98CXNyMprAQEJefx2Pq4c5pe8Mk4XXTmbzU04xD/ka2fbRR/z8889IksSjjz7KAw88cM4KXudjb95eDBoDiT6JPNntSTQqDdKRJY5dOlFg1IeOTfuA4koLG5LzGdkulC7RPiy+uwdtwjw5cKqU34/m0j8xkAcGJzBzYBwuunOEIcsegu2fQFQvGPct6Bt/fwBBuBREgC4IgtBAp06dYvHixeTl5dGrVy/69euHSqVy1DZfn0HZqjQMzX3wGBzVKOOrKCpk9WcfcHznNrxDwnD1ct4OpZlHi9i9Io2ErkH0nZiARnvhpQ2rqzM5mfoe2dk/oFa70bLlWwQGXO20sTYGRVEo/GwusslEyKuv4D50KCp9wxcF2xWF99LymJ2aA3Yr7Tas4Nl3ZlNeVsaECRN44YUXiIiIaPh1ZDsf7PuATw98ylUhV/HhwA/RqrWO3TmXPQRe4XDjAvBxvPE8nFXGrfN3UFhpoXuMLwEeBtqGe/HznlM8+fNBmod40D8xEJ1GhY7zSOlxC4AeM6H/UzVSZwThSide7YIgCA2kKAoajYbx48cTHx/veMwuU/jFYUxJxRjb+uNzfbzTdsr8N7KOHWXRq89iNZvoceNEOl4zyikpLaX51Xj6GwlL9GHk/e0JifVEda5FfueQl7eMnJyfiYi4najIO9FqPRs8zsZgKyykaMECvEaPRhcRQeCjj6ANDkbl4rwqI9MOpfJrfintju7l+NuvsDwpiQEDBjBhwgSmTJnilGtYZSvPbH6GX47/wshmI3m0y6OQtcexANTgAVNXODbgUzvWLqw4mM3Mb/fi5aJl4Z1XEeDheJ19+scJXvj1CK1DPXnjxnNUaLFZYMlMiBvk2Gyo14NnFpoKwn+JCNAFQRAu0PHjx4mJiSEsLIxp06bVaJMrrdhKzHheE4Nbj5BGW9B4cu9ONDodNzz5IgFRMQ3uT5EV9q/NZPPCFG58rDO+oW4XnNKiKHZychaj1rgS4D+E0NDxBAaOwGAIbvA4G4NsNlM0/wsKPvoIpboabXAIuogI9Kf3m2ioTJMFnSQRoNdyvbWcvS88xMrfVxMbG8vixYsZMWIE69evd8q1ikxF3LX6Lg4VHuLudndzR8BVsPgeOLQIetwLg547M2sO8NySw8zddJKWIR7Mn9oFPzc9sqzw8E/7+XFXJoNaBPL++A7oNGd5E2cqg+9vhhNrwf/07qEiOBf+o0SALgiC8C8pisLmzZv57bffuOmmm2rkmyt2BcUuo/bQE3hve6QGzipfCHNVFYWZ6YTEJ9Ljxol0GXUDWl3D0yqqyy2s/vwI6YcKiWjpg7vvhc3EK4pCYeE6jh//HxWVSfj7DybAfwgajRsaTdPMMbZkZJD14ENU79uHW79+BDz0IPqYhr8hApAVhflZhTx/PItrDBLyFx/z4Ycf4ubmxuzZs5kxYwY6nXMqAv1Zecdb702gSyA3t5jE1aeSYFEv0LlDz/ug1wO1zksMcue2ntE8OCQBw+k0J0kCL6OW6b1jeHhoIuqzfYKUewi+GQelGY7yiZ2c8ymAIDRVIkAXBEH4FxRFYcWKFWzbto3mzZsTFxf3V5usULwwGbnahu+k5o0SnKfu3cXqzz7AUl3N7e/NRWswOCU4z0ouZtWnh6iutNJ7bDyteodeUMpOdXU6R5OeoqjoD4zGCFq1fIeAAOcsmGxMxV9+hTklhdA338BjmPPup9Bi44GkdJbnFhO4+he++ORdyktLufPOO3nyyScJDAx02rWSipJ4evPTvNH3DULcQni7/9uw7WNY8yzED4XrPgaj15njNyYXkFNm4vqOYdzYOfzM40WVFoqrLDTzd+Px4c3P/elRWRZ8NsSRKjNlBUR0ddo9CUJTJQJ0QRCE8yTLMkuXLmX37t1069aNwYMHo/pb7eqyNelU7crFY2BEo6S07F35K7/P+xjv4BBGzLoPrcF5O2vmnCxDo1dz/Yy2+Idf+I6gxSXbKS3dQ1zcE4SFTjy9yVDTZMk8hVxehqF5c/xn3ov3xAnowsPPfeJ52lFayeQDJ8k/sBf9e69w4PAh+vfvzxtvvEHbtuex2+Z5MtlMfLz/Yz4/9Dk+Bh/KLeUg2x2bDrW+Acxl0OO+M7nmsqzw6sqjzNlwghYhHlzXPvTM7HhSTjl3f72bCpONdQ/1PTObflYeITDsFYjuDV4NX9gqCFcCEaALgiCcp7S0NPbu3UuPHj0YOHBgjSDcnFpK+e/puHQIwH3ApQ8y1n85l51LFhLTsQvD730IncHY4D5NlVayU0qIbutP+4ERtOodis7w7/9smC0FFBdtJijoWkKCrycw4GrU6qa7LbuiKJT88AN5r7yKLjqaqB9/QOXigs6Ji0ABQtUSmq8/o+iTdwkKCuK7777jhhtucOqbvyJTEfevvZ/debsZHjOcBzs9iN/RlfDTXTBpIbj4QO+HzhxfZbHxxM8HWbj7FNd3DOO5kS3PBOdfbUvjqcWHcDdo+GBCh3MH55vehuC2ENMX2k902j0JwpVABOiCIAjnKTo6mvvuuw8Pj5obq9grLBR+dRS1twGva5s1yuy5pbqKdkOG02/yNFSqCy91+Kfs46Ws+uwgigwRLXxRa1UXFJwXF29n/4FpKIodX9++aLUeTT44z3/nHQo//AiXrl0JfvFFp32/ZUXhx9xifskr4a6qfG6bOoUjR44wbtw4PvzwQzw9nV/V5ueUnzlUeIiXer7EiOirYcensPwRiOkD//h0w2S1M+r9TSTnVXDfwDhmDohDkiQUReG931OY/dsxesf78/ZN7fB2PUtOvKLA+ldh3cvQ6VZHgC4IQg0iQBcEQTiHvXv3Yrfb6dixY63gHECxyEgqCd+JzVFdQBB7oXJPHkdnMOAdHEr/KdNRqTVOCRZP7M3nt7mHcPHUM+j2Fqi1/z6XXlFk0tPncOLkW+j1wbRt8yla7Tl2jLzMKXY7p+67j/LfVuNx9TBCXn8dSeWcdQYHy6u4+0g6R0vKcf1uLt/On0NQUBC//vorV1/t/Frwfy4GndR8Eq18W9HFtyV8PhzSt0DsQLjpS9Aaaxxr0KoZ1yWC+EB3esT6/a0vOJJTxuj2obx6fRu0Z1t7UZYFvz4ISb9C2/Ew7FWn35sgXAku/QomwSkmT56MJEmMGTOmVtufu8hpNOL9lyA0VHZ2NkuXLuXgwYO12hSr3VED3cdA4KyO6EIuXQWSwsx0Fr3yDL++8z8UWUat0TolOD+6NZsVHx/AJ9iVMQ91JCj6wmZtjxx5lJTjr+Hj05vOnX7C1dU5FU0ak6RWo9hlAh560GnBebVd5sXjWQzZdYzs5GO4PnAbJ+d+xMSJEzl06NBFCc4P5B/gpqU3kVWRhVatpUtwF1j9DKRvhWvfhfE/1AjOX/j1CCsOZgMwpUf0meC8oMLMyYJKVCqJt25qz+s3tD17cF5dAp9fA8d/h35PwMj3z+S1C4JQk4jgmrCIiAiWLFlCbm5ujZX8n3zyCZGRkWRmZl5w31arFY3GObNxgtBUmc1mfvjhBwwGA6NHj67RJpvtFMw9iC7CHa/hMaj0DU8rOV/ZKUkseuVZVGo1w+6e5bRZXEVRyDleSliiN8PuaIO2Affk5pZAXOzjhIdPadK/RxSLhYKPPsJj+HD0zZoR9s7bSE6c/NBIEpuKyohds4Ttr7+Em5sbP//8MyNHjnTaNf5uf/5+7vjtDjz0HmhUf7uPXg9AZA9oOerMQ7KscO+3e1i6PxuNSmJoq7/q06cXVjFuzlZ83XQsvrvH2eub/8ngCS2vg7jBolKLIJyDmEFvwuLi4ujWrRuff/75mcfS09P57bffauwkV1xczMSJE4mIiMBoNJKQkMDs2bNRFOXMMZMnT2bgwIG8++67REVFodfrqaysvJS3IwiXneXLl1NUVMT111+Pu/tflUsUq53C+YewZJSha0BFkwtxbNsmvnv6EbQGAzc98wq+YQ1fkKooCkXZlUiSRN8JiYy4p90FBef5+avJzVsOQETErURETG3SwbktP5+0qVMp+OBDKjduBHBKcG6yy7x2Mpscs5WTKcmUPzCNDS88Rd++fTlw4MBFC87Xpq/ltlW34WXwYt6QeQSc2g/fTQK7DdyDagTnf86cL92fzT39Y3lkaOKZtiqLjbu/3k1ZtZWXrmt97u9x2mY4sd5RGH3AkyI4F4TzIGbQ/2HKitqbIwyJGsLYxLFU26q5a/VdtdpHxo5kVOwoik3FzFo3q1b7TQk3MTR6KDmVOfzfH/9Xq33e0HkXPN5p06bx7LPP8vDDDyNJEp9++ikDBgwgMjLyzDFms5nWrVsza9YsvL292bRpE3fccQc+Pj41Avnt27fj7u7Ozz//jFqtxuDEEm2C0NTk5+ezd+9eevbsSVRU1JnHFVmh8NskzCdL8bkxAZc2/pd0XMe2bCQgJpbrHn4Ko7tzcrr3rEpn7+p0Jj7fHZ1B86/rm8uyhWPJz3Pq1Nd4eXYmwH9okw7MAaoPHCDznnuxl5YS8r/X8Bwxwin9bi+pYMaRdNKqzRz8ZgE/PP80BoOBuXPnnkldvBh+TvmZJzc9SQvfFrzX/z38jyyDJfeCf3NHGUUXnxrHv7k6mbmbTjL5qihmDYo/M66SKgs3z93OoaxS3h3XgVah50iBytoDX90A4V0cC08FQTgvIkBv4q6//npmzpzJunXr6N27N3PnzuWdd96hrKzszDFBQUE88sgjZ76Ojo5mx44dfP311zUCdJVKxYIFC3Bza5o7+QmCM/n7+zNx4sQawTlA6YqTmA4V4nlNDC7tAy7ZeOw2G2qNhv5TpqPWatG7uDql38ykYrb8fJyYdv4XNGteXLKDpKSnqKw8RljYJGKbPdLkg/OqPXtInzIVtY83UV9/heFvO8VeKEVRePVkDm+n5RJsriLh3ZdZsGwpw4YN47PPPiM4OPjcnTTAoMhBZFdmc0v8WFzWvQLbPnJUT7n2vVrBuaIoaFQSYzuH89Q1LWp8P59cfIij2eV8MqkTA1ucY5Ok5N/g2wng6ue4jiAI500E6P9wttlso8Z41nZvg/dZ24Ncgxo0W14Xg8HApEmTmDNnDuXl5dhsNkaMGMFXX3115hhZlnnttdf49ttvyczMxGQyYbVaa8yyAzRv3lwE58J/ntlsJi0tjfj4eGJjY2u16yM9obeEe8/QSzamQ+vXsHvZL1z/5Au4eHo5rd/0Q4Us++gAnv5GBtxyHjs+/oPFUsCePRPR6fxo0/pD/P0HO21sjcnQvDme143Cf8YMNL6+Tulz3qkC3krLpVdmMlsem8XB3Fxmz57NfffdV2OzK2cqqC7gpW0v8UKPF3DVunJn2zth+aOO4LzrnTDkRcdmRKfZZYWknHJahHhw74C4Ovv83/VtmN475twz52lbHOkz/gkw/nvwuLhvQAThSiNy0K8A06dPZ+HChbz22mtMmTIFrbbmqvjZs2fz8ssvc8899/Dbb7+xd+9ebrvtNiwWS43jXF2dMyMnCE2V3W5n4cKFfPvtt5SXl9dok002AIwtffG6OvqSjSl5+2ZWfPgWBjdXNLqz1Jb+lwpPVbD8owO4eeu5blaHf1Xj/M/1KzqdHy2a/49uXVc0+eBcNpnIefEl7OXlqAwGgp9+usHBebVdJq3aDMBQbzd6LP2ahZPH4mI0snXrVmbNmnXRgvOkoiTG/TqOjac2crL05F8NHSbB6E8dO3f+o17+k4sPcuPHWyioMNd43Gyz8+Kvhyk3WTFo1ecOzgEOLwbPUJi4UATngnABRIB+BWjevDmdO3dm8+bN3HbbbbXaN2zYwNChQ7n11ltp3749sbGxJCcnN8JIBeHypSgKy5cvJykpiYEDB9ZYFGorqCbntR1U7c+/pGNK2rKRJW++QmB0LKMefgqtTu+0vr2DXGg7IJzRD3bE1ev8+7VaS9h/YDoFBWsBCAq6Fo3m0i6UdTZ7eTkZ06ZT/OWXVO3Y6ZQ+j1RUM2zXMSbuP8HJtHTGDhvCwjf+x6RJk9i1axcdOnRwynXqsiFzA5OWT0JWZOYPnU/LimJYfDfIMgS2hDY31Drnux3pfL0tnQndIvBz++v1YLHJ3PXlbub8cZJtJ4rOfmFFAcvp4gIDn4abF4PbpV2jIQhXCpHicoVYuXIlJpMJHx+fWm0JCQksWLCAtWvXEhoayhdffMG2bdvw9vZuhJEKwuVp06ZN7Ny5k6uuuoru3bufeVy22Cn88giKXUEXdukC0eQdW1j27uv4R0Zz/ePPo9U7Z9F2aX4VGq0aVy893UY1+1fnVldnsHvPJMzmbPz8BjhlPI3NXlFJxrTpVB84QMhrr+Lev1+D+lMUhS+yCnk65RRuajU3nthHx2H3YLVa+fLLL5kwYYKTRl63nZU7mb9mPs19mvPegPcIOLoSlj0IRh8wldTKNwfYlFLA078comu0Dw8P+atai9lm5/YvdrHhWD5PXdPi7DnnplL4+S7IOwy3LHXMnnuGXYQ7FIT/BhGgXyFcXFxwcal7++wnn3yS9PR0Ro4ciVarZezYsdx7770sWLDgEo9SEC5PWVlZrF69mubNmzNo0KAzudiKolD8wzGsuZX4TWmFxufSVTYKTWhB+2Ej6DLyegxOWhtSVWbh1/f3o1KruOnxzv+qWktxyQ727bsVkGjf/ku8vTo7ZUyNyZqdTfqtt2FJTSX4pRcbXKml3GbnniNprCgoo6dRi/u8d3n6k4/p2LEj3377bZ1rGpwtTh/HjfE38kCH+xyLQbe851gMet0ndQbnW08Ucsvc7TTzd+O98R1Qn35NyLLCXV/uZsOxfF4e3ZpxXc5SzjP3MHw3EYpTof8T4CpmzQWhoaS/18K+0iQkJChJSUl1th05coTmTliZ/18nnkehLuvWraNv376NPYzzpigKycnJREVFoftbnnfZ7+mUrUrD8+po3HtfmtnAsoI8XDy8nJpvDlBZambh67upKjVzzYy2hMaf/ydoJlM2W7YORK8PoH27LzEaL90C2YvJXlFJ2vjxBD72GK7dGl6b2yor3LA3hdYFp1j84L0cOHCABx54gJdeeqnG6+pi2JK1hU6Bndj0xybHz95Pt8OB76HLdBjyEqjrno+TZYUvt6Uxqn0oHoa/1i/llZm44eMtTL4qiik9zrLmImk5/Hgr6N3ghs8h8irn3pggNCGSJO1SFKWTM/oSM+iCIPxnybJMcXExvr6+xMfH1z5AknDpEIBbr0sTkFaVlfLDc4/jFxHFyAcfd1q/Noud5R8doLLYzKhZ7QmKOY9FfjjeuEiShMEQTFzc4/j7DUCvP0dpvSag7LffcOvTB7WbK9GLFiKpL3zHVEVR+DyrkJEBXnhr1Azd8Tv3zZyJp6cny5YtY9iwYU4ced22ZG1hxpoZ3N7mdhI5naLS836I7gUdbq7znKM5ZXgYtIR4Gbm5e1St9gAPA8vu7YWL7izPjd0Gm98Fv1gY951YDCoITiQWiQqC8J/056LQDz74gOzs7DqP8egXjvcN8ZekrrfNamXx6y9SUVRI52vHOLXvnctTyT1ZxqBbW5x3cJ6Xv5Lde8ZTWLgegLDQ8U0+OFdkmYKPPubUPfdS/KWjFG1DgnOA545n8X/HMpmbnM7EiRO584476NOnDwcOHLjowbmiKMw/NJ+7Vt9FuHs4N0UPJ+TUr47FmoEt6g3O/0jOZ/ycbdz51W7++Sl6RlEVzy05jMlqx1Wvqf+1b7M4ZuVvWQJTlovgXBCcTATogiD8J+3YsYMdO3bQpUuXWpvElK5Mpfqoo2LFpdp0Z938OWQlHWbIXfcREp947hP+hQ5DIhk6rRXNznNjpays7zlw4C5Mpixk2XLuE5oAxW4n+/8eI/+tt/C4ehg+kyY2qD+brPDg0Qw+zMhneGUBn40Zzrfffsvzzz/PsmXLCAi4uJtYyYrMu3ve5fWdr9MrrBfze7yC91djiUv+FHIO1Hve9zsyuHnudnxddbx5Y9sar2+zzc5dX+3mh10Z5Jeb6+2Dgwvh0/5QXewo1agTJXoFwdlEiosgCP85u3fvZtmyZcTGxjJo0KAabdWHCylfm4Fb7zCMibUX1V0Me1f+yr7fltH52jEkXtXbaf1mHCkiMNoDnUFDsw7nFzDm56/myNHH8PHuSdu2n6BSOa+0Y2NRFIWc55+ndPFi/GbMwO/uuxr0xqvSbueuw2msLCijx64NfP3kI3h6evLbb7/Rv39/J468fiabiV+O/8Kw6GG8Gjse6YtRYK5gf5unaBvcptbxiqLw1upk3l6TTK84Pz6e1BEXnaZG+0M/7OfAqVI+mdSRcJ+6iw6wcx4svR/Cu4Lm0i2aFoT/GjGDLgjCf0p2djZLliwhJiaGm266qcZGMZaMcgq/OoI22BXPQZFn6cW5Itu0o92Qa+g5ru6UhAuRlVLCknf2snXR8fM+p6oqlYOH7sXDvTVt2nx4RQTnAPaCAip+X4v3hAn4z7i7wZ+KqJA4XlZJm+/msPChmXTv3p19+/ZdkuC8xFSCXbbjonVh3tB5vBLYH2ne1SCp4daVFPu0r/M8s01m28lCRrcPZc7NnWoF5+/+nsIv+7J4YFA8g1sG1X3x42sdwXncIJi0CLTGi3GLgiAgZtAFQfiPCQoKYtiwYbRt27bGrruy2U7hN0dRuWrxu7UVkvbiz1/kpBwjIKYZ3sGhDJh6h9P6Lc2vZtmH+3H3NdD1X9Q6NxojSUx8CV+f3qjV9cygNkEaf3+ifvwBjX/Dyv/lmK14aNSUF+SjeXImv61dy913382bb75ZawfniyGtLI07fruDXmG9eKzrY4S7h4N0GAISYezX4B4ER9bVOk9RFAxaNQtu7YpKks6UUvxTdqmJuZtOMrxNMDP611MK8tgqRylFn2hHtRbdlfP6EITLkQjQBUH4T6ioqMBms+Hl5UWXLl1qtVcfyMdebMJvaivUbhe3JB7AqaQjLHr1GbqOutGpi0JtFjvLPz4ACoy4tx1647l/zVdUJiPbq/HwaENw0CinjaWxFX/7LebjJwh89BG0DcwJP1JRzeg9KSTkprN71p0UFBQwb948Jk+e7JzBnsOJkhNMXz0ds83M4MjBYK12zGDHD4HYQaCq+w1lcm457/yewkODE4jwrTuoDvEysvK+3vi56ev/dCG4LbQbB/2fFDnngnAJiABdEIQrnizLfPPNNxQXFzNz5kz0+tqpG66dgtBHe6Lxvfgf26fu280vs1/C6OFJfLeeTu37j++TKcysYPhdbfAKOPcsZ3V1Jnv33IJa40LXLitQqa6MPwv5771PwXvv4dK5M3JlJWoPjwvuq9Bi47aDqVRvWMOqlx7H18eHjRs30qFDByeOuH4pxSlMXTkVSZL4cOCHtDQEwEe9oPNt0O2OeoPz9MIqJny6DQWQ69jzZF1SHltPFPHI0AQCPerJJ7eZQaUB90AY8bYT70oQhLMROeiCIFzxVq5cyalTpxg6dGit4NycVoYloxzgkgXnP7/2HF6BQYx7/n94Bji3dGHn4VEMurUFUW38znms1VrMnr2TsMsmWrd6/4oJzgs//ZSC997Dc+S1RMyb26DgvMRqY+TuYxz8+B3Snriftm3asH379ksWnMuKzP9t/D9Ukoovhn1BS4M/fHEtlGaAb/07kybllDPmo82YbTJf3daVKL+as97rkvK4/YudrD2aR7XVXv8AVvwfLLjOUfNcEIRL5sr4bSwIglCPpKQktm3bRpcuXWjTpmZ1C3uFhcKvjqAyagic2QFJdXFLKlrNJpa//wY+IWHc+PQrGNzcnNKvIisc2ZJNYrcg3LwNxHeuZ5Hf35gtBezdewsmUw4dOnyJm1uCU8bS2Iq+WEDe67PxuHoYwc8/j6Rp2J+5Jw+nsuf5J6hatohbbrmFjz76CIPh0lUvUUkqXujxAhXWCiL1PvDFSChMgRsXQNzAOs/JKKri5rnbAPjxju7EBbrXaD+SXcYdX+4iyteVL2/rWmPBaA0758LOz6D7jHp3IhUE4eIQP3FNWE5ODlFRUXh5eZGRkXFJFikJQlNisVhYsmQJgYGBDB48uFZ78aIU5CorfpNbXvTgHECrNzD60Wdw8/F1WnAOsPWXE+xekYbOoCG24/nlWqenf0pVVRpt287By7Oj08bS2IxtWuM5ZjTBzz3X4E2IiouL2T3zdqrWr+PJJ5/k2WefvWR18e2ynU1Zm+gV2osEn9Nvnn66DbL2wk0LIGFovedq1BJBnkZeHdO6VnCenFvOlHk78DBoWXBrV/zd66nUs+UDWPl/EDcEBj7jnJsSBOG8iRSXJmzu3LkMHz4cX19fFi9e3OD+LJYrY0MSQfiToii0adOG4cOHo/nHTGp1UhGmQ4V4DIhEF+K8YLku6Qf3s3PpIgACY2Jx9fJ2Wt/Htuewe0UaLXqG0KzD+VcpaRYzi06dfsTXx7k58I1BURQqtzpmjI3t2hHy4osNCs5LrDYeXruF7t27s3PLZhYsWMBzzz13yYJzRVF4fuvz3L3mblamrvyrofkIGPw8JA6v87wykxVFUQj2NPLzXVeRGFQ7tUcBrHaZ+VO7EORZzycBe79xBOfNR8BNX4JaTP4IwqUmAvQmSpZl5syZw+TJk7nlllv45JNParRHRUXx+OOPc9ttt+Hh4YGfnx+PPPIIsizXOOaJJ57grrvuwtfXlx49elzq2xCEi0qv1zN48GAiIiJqPK5YZUoWpqDxM+LeK/SijqG8sIClb73C/tUrkO1nyfW9AHlpZfz+xVFC4rzoPTb+vALI9Ix5VFdnoFLpcHdz7o6ljUFRFHKff4H0yZMpX7u2wf0VWGz0n/cds0ddTW5+AatXr2bixIbtOvpvLT6+mJ+Sf2Jc4jiGeMTDsZUg26HFSOh+d53nlFRZuPGjLXy837ED6D9fC6bTeebxge788Ug/mgefJS8/rDO0GQvXzwPNxa9oJAhCbSLF5R/SJtXeKMR92FB8xo9Hrq4mY9r0Wu2e112H1+jrsBUXc+rembXavceNxePqq7FmZ5P18CO12iMXfPGvx7lq1SoqKysZNmwYnTp14oknnuDEiRPExMScOebdd9/lvvvuY8eOHWzfvp077riDwMBAZs2adeaYd955h1mzZrFlyxZsNrEISLgyyLLMzz//TIcOHYiKiqrjCAW3HiHowt2RNBdvnsJus7LkzZexWa2MevhJVA1MuajZt8zyjw9g9NAydHor1OdxH+kZ80hOfgGrtZhmMbPOeXxTkPfqaxR//TXeN0/CrXfDdmEtstro8/IbHH7xCcIiIlm7YjmxsfUvxLwYfjj2Ay9tfYnOQZ15pOODSPOGQWEyTFvvqEFeB6td5u6vd3Miv5J729cOqMtMViZ9tp1+Cf7cNzC+/pzzopPgFQF+sTD6Y2feliAI/5II0Juojz/+mAkTJqDRaAgODmbgwIF8+umnvPTSS2eOadu2Lc899xwACQkJHDlyhDfeeKNGgN65c2eeeeaZSz18QbiotmzZwv79+2u8Yf07SavGvXfYRR2DIsv8Nud9spOTGHH/o/iEOPd6ao2Ka+5ui6SSMJ5H3fbjJ94gNfV9/P0GER11r1PH0hgURSHn6Wco+f57PEePJvD//q9BKShlZgvtp04n/evPaXNVD9Yu+QUfHx8njvjcjpcc57Xtr9E1pCv/6/Ua6iUz4dROGPNZvcE5wAtLD7MppZD/Xd8G/4qaO8cWVVqY9Nk2knLKubvvWTatqiyEuUMhfjBc+66zbkkQhAskAvR/ONtstspoPGu7xtv7rO3a4OALmi3/p+zsbJYuXcqOHTvOPDZ58mRmzpzJc889dybXtnv37jXO69GjBy+//DJlZWV4nC47VteGLYLQlGVkZPDbb7+RmJhI27Zta7WXrkhFE+iCa/uGbVxzLtkpSRxe/zvdRt/k9FrnxTmVeAe54ht67tx5RVFIS/uQ1NT3CQm+kcTEF5Ak583kNxbzsWRKFy3C55ZbCHjk4QYF5xUVFYweN470pUu59tbb+emjD2qtWbgUmnk149fRv+Jr8EW99iXY9zX0nAWt6t/I6sutaczfksbtvaK5oVM469b9FaArisKjP+3nWG45H07syKAW9ZT0VBRYeh9UF0Hn2518V4IgXAiRg94EffbZZ9hsNjp16oRGo0Gj0TB+/HhycnL45Zdf6j1PqWOjCldXsSOccOWoqqpi0aJFuLu7M2rUqFpBmyW7kvL1GVgzyy/6WELimzPp1be56kbn5i/nppbx7XPbObjh1HkdrygW8gvWEBAw/IoJzgEMCfFEL1pIwKOPINWzUc/5yMnJoX///qxdtozX3niTxZ9+csmD8+TiZD7c+yEAAS4BqMtzYOOb0H4SDHgKzvLmo1WoJ6PahfDosOa12j5cf5xVh3N5cHBC/cE5wNYP4cgv0O8xCG5T/3GCIFwyYga9iZFlmU8//ZTHHnuMcePG1Wh79dVX+eSTTxg9ejQAW7durdG+ZcsWQkJCzsyeC8KVJiUlhdLSUm6++eZataoVWaFkYTKSQYPHgIh6emi47OQkTJUVRLfriH9k/WkJF8JUaWX5h/sxuGvPu5yiSqWnfbv5qNUuSFLTn5MxnzyJ6cABPK+9Fn0D88OTkpLoNmgwFfl5fP/TT4wZNco5g/wXcitzmbFmBtW2aqa0moJBYwDPUEf1lGb96g3Os0qqCfEy0i7ci7fGtq/zmBbBHlzfMYzbe9Wd6gXAgR8dFVvih8FVtddQCYLQOESA3sSsWLGC9PR0pk+fXqsyxZQpUxg0aBCpqakA7N27l2eeeYbx48ezc+dO3n77bZFvLlzRWrVqhVarJTIyslZb1Z48LBnleN8Qj8rl4pSNM1VWsOzd17HbbNzy+vvoXVyc1rfNYue3uYeprrAy+qGOGFzPfg9VVSc5lvwCLVu8gVbr6bRxNCa5spJTDzyALSsbtz59UHte+H1t2bKFQcOvoUqWmbrgB0aPrLt04cWUWprKbatuo9RcyudDP8cgqeHUbgjtAIlX13vewVOljPtkKw8Mjmdyj9pvAk1WOwatmr4JAfRNOMcbuYDm0PpGuPYdaMAnEYIgOJf4aWxiPv74Y7p27VorOAfo06cP/v7+fPrppwDcc889pKWl0alTJ2bMmMGdd97J/ffff6mHLAgXXVpaGnl5eahUKpo3r/1Rv2y2U7rsBLoId1wuUu65oiis+ugdSvNzufqeB5wanAOs+eII6YcL6T02nsCos38KZrdXsf/AXZSW7sVur3TqOBqLXFVFxh13Yj6aRPBLLzUoOF+8eDF9+/fHZHTlxm8W8cmY4ZesxvmfKiwV3Lv2Xkx2E3OHzKWlbwtYch98OgByD9d73sFTpdw8dzseRi1DWtXeMbbKqjD0rQ0s2Jp29gEcWwmyDIEtYcwc0BobeEeCIDiTmEFvYs62IZFarSYnJweAL7/8EqPRyLx585g3b16dx/850y4ITZnNZmPRokUYDAamT59eZ6Cl0qvxvjEBjZf+ou0Yun/1cpK3b6bHTZMIa97K6f0ndAkiLMGblueo264oCkeTnqSyMpl2bedhMIQ4fSyXmqIoZD3+OFW7dhHy6qu49+93wX198MEH3HPPPWjiWzDovU/5vG9nVJc4OAc4VHiI3Mpc3hvwHq39W8Oa52Hvl9DrAQhsUec52aXVTP18BwaNiq9u60qwZ+2g+pujFtKLbLQIdq+jh9M2vgWrn4br5551AaogCI1HBOiCIDRpW7ZsoaSkhEmTJtUZnCuKgiRJGBMuXsk8m8XCxm8XENGqDV2vu9Gpfct2GZVaRVQbv/M6PivrW3JyfiY6eia+vr2cOpbGUr1nL+XLV+A/axaeI665oD5kWeaxxx7j1Vdfpfewqyl78Bm+6tUeg7pxPkjuGtyVlWNW4mXwcuzc+cfr0OFm6P9kncfbZYXpC3ZRabax8K4eRPnVXuC/cHcmf5yycWffZnSMrOf1XnQS1r7kyDlvPtKJdyQIgjOJAF0QhCarvLycP/74g4SEBJo1q7vGc+mSE6BR4Tks6qKlMWh0OgbedhfewaFOvYbdLrP8wwP4R7rTdcRZFvqdJstW0jPm4ePTi+ioGU4bR2Nz6dCeyG++xlhH2czzYbFYmDp1Kl999RXTp0/nvffeo0QGH+2l/xP4W9pvmGwmRjQb4QjOKwtg+cMQ2ROGv1HvolC1SuK2XjG46dUkBNWeHd+VVsRjiw6Q4K3ivoFxdV/cUgVL7gWVBq55A9QiBBCEy5X46bxCifQV4b9g/fr12Gw2Bg8eXGe7JbOcii1ZuHUPuSjBuaIo5J08TmBMLAndnTtbLcsKq+cdJu1g4XnPnqtUWjp1/A7giqjYIptMWE+dQt+sGS7t665Uci7l5eVcd911rFmzhug776fH44+h0Wg4v2fUuf7I/IPHNz5OvHc8V0dfjVqlBhdfGPQsRPcBdd0Lf/+s2HJt2/rTlQ5klhIX4M6t8Rb0mnpKaa78Pzi5AUa+Dx5NP/VJEK5kTf83uCAI/0mKoqDT6ejRowe+vr6122WF4p9TULlp8Rhcu6qLMxze8DtfPT6LvNQTTu97568nSdmZR7dRMbTqffa8c7vdzPETbyDLNrRab7Rab6eP51JTFIX8t9/hxPBrqD5w8IL6yMvLY8CAAaxbt47Oz72G5cabiXHRO3mk5+dY8TEeWP8AUR5RvNXvLdRIkHfEMWPeaSr41v0J0J70Yvq9vo6NyQVn7X9yj2iW3NMTL/1Z/qx3nAxDXob2zq3NLwiC84kAXRCEJkmSJAYPHsyAAQPqbK/clo01swKv4TGoDM7/sLAo6xRrPvuQ0IQW+EU49w1A4akKdq1II65zIB2HRp3z+BMnZpOa+j7l5fudOo7GVPD+BxTNm4fXuLEYW//7RbcpKSlcddVVHDx4kB6zPyCj5yBmJ0TQw/ssiycvklJzKfetvQ83rRsfDPwAP6Mf7PwM5gyAkvR6z8stMzHj6z34u+tpFVp35Z7fDufy/c4M7HLtjejOKDzu2C00pD10v6uhtyMIwiUgAnRBEJqcoqIikpOT69wdF0CxypStSUcf64Wxrb/Tr2+qqGDx6y+g1mq5+p4HUamcuztnSV4Vbt56et1UTy7x32Rl/UB6xlxCQ8bh6dnBqeNoLHmvv07Be+/hOWoUQU/WvWjybHbs2EG3bt0oLS2lx8dfkNSmCy/Hh3FT8MVbKHw2v6f/Tm5lLm/0fcMRnBceh1VPOuqde4bXeU5xpYWxn2yluMrC22Pb4+Wiq3XM0ZwyZn2/l6+2pSPX87NAzkH4sAdsfteZtyQIwkV2SQN0SZKuliRpryRJZkmSUiVJmnUe58RIkvSjJEl5kiRVSpK0R5KksZdivIIgXJ7++OMPvvvuOyor667xLWlV+E9vg/d1sU7PPVdkmV/feY2SnGxG3P8o7r7Oz2Zu1j6A8c92w+hWOyj7u/KKoxxNegpv727ExT3u9HE0hvJ16yj89DO8xo0l+KUXkf7l5jmrVq2iX79+eHh4sHnzZsb06c3/EsKYHNoYWecO18Vdx6+jf6VdQDvHTPYfs8FmgpHv1bso9KVlR8goquLzKV3oGFk7ZanKYuPur3ajVat4d2x7tHVVo6kuge8mgtEL2oo/m4LQlFyyRaKSJHUCFgOzgXFAV+AjSZKqFEX56CynLgHygWFAMTAB+FqSpHRFUTZf5GELgnCZKSgoYP/+/bRv3x43N7da7XK1DZVRg9bfuRsF/UlBIaJ1O+K6XkVEqwurKlKf1P0FVJaaadEzBPU5yv8pisLRo0+g1XrSquXbqNVXxkYzbn36EPHFfFw6dvzXwflXX33F5MmTadmyJV//soS4iHDO/RnExTNn/xzaB7SnU1AnglxPbyq0ZwHs/Qq63gneUfWe2yLEg0APA12ia8/6K4rCM78c4kRBJV9M7UKEbx2vdUWBRXdAaSZM/hXcLs4GXYIgXByXsorLLGCHoiiPnv76iCRJLYFHgDoDdEmSvIAWwLWKouw6/fDzkiTdB3QGRIAuCP8xa9euRaVS0adPn1ptik0m78N9GGK98Lq27kV3DSHb7ajUajqPGO30vgsyK/ht7iE8A1xI7B6MWnP2mX9JkmjZYjYWSz46Xe1Fsk2NJTUV2WLBEB+Pa5cu//r8d955h5kzZ9K3b19u++RzRqQW872nDx09a9cLvxQWJS/inT3vMDZhLJ2COv3VYC6HuMEw5MU6zzNZ7Ri0aqb0iK637yPZ5fy4K5NpvWPoFVdPCte2j+DYchj6CkR0bcitCILQCKT6cjidfiFJSgM+UxTlub89NgBYDYQripJZz3kHgEPAdKAcuBGYB3RWFKXW0n5JkqYB0wD8/f07fv/993WOx9PTk9jY2Abdk+BYiFVaWtrYwxAuMxUVFXXObjuj3507dxIREUFMTO264F4nJfySVGR1sFPl5AlDu9VC0s/fEta9Dx5hzl0UqsgKx1cq2M0QM1hC63L24FxRCgGfS749/cUiVVbi+9LLIMsUPPsM6M6e2vN3iqLwxRdf8Pnnn9OrVy/GPv4UL+t8icLO01Rwjvc5F0VSdRIf5H1AvCGeOwLuQC39Y42CotSZ2lJmUXhhazVTWupp7nv2dQ3JxXZiPFWo/7Ez7p8/e74FO/DP38TRxHvhCii5KQhNQb9+/XYpitLp3EeeB0VRLsl/gAWY9o/HWgIKjmC7vvOCgA2nj7MCpcDV53PN+Ph4pT6HDx+ut60puOWWWxRAGT16dK22RYsWKYCiVqsv+jia+vMoXBxr1669KP2ePHlSefvtt5XKyspabbYSk5L5xEYl77MDF+Xav777uvL6jcOV1H17nN73zuUnlfemr1FO7M0757HVpmxl/YZOSnLyK04fR2PJeuJJ5XBic6Vy9+5/dZ7dbldmzpypAMrNN9+sHC+rUNptOqh03nxIKTBbL9Jozy65KFnp/nV3ZdTPo5Qyc9lfDcfXKsr+HxRFlus8z2aXlZs+3qzEPb5MOXSqtM5jKs1W5fejuWe9/sX62RME4dyAnYqT4ubL5W11ndP4kmN66D3ABvTFkdbyNvCtJEkdL9noLlMREREsWbKE3NzcGo9/8sknREZenLrPgtCYoqKimDFjBi4utXNuyzedQrHJeJ3Hjpv/1vFd2znyx1o6j7yeyDbtnNp3RbGJ7UtO0qyDP9HnqDijKAqHDs1Clk0EB49x6jgaS+nixZT88AM+kyf/q82IbDYbU6dO5e2332bmzJm89vEnTDiURpVd5vPW0fjqGmcfvh+O/YBereetfm/hrjtd0rG6BBbdCeteAbu1zvPeWZPM1hNFvHRda1qE1F1S8fmlR7ht/k7SC6vqvrhsJz7pfVj7smOWXhCEJutSBujZOGbD/y7w9L859ZzTDxgDjFcUZb2iKHsVRXkK2AHcf3GG2XTExcXRrVs3Pv/88zOPpaen89tvvzFlypQzjxUXFzNx4kQiIiIwGo0kJCQwe/bsMyXq1q5di1qtJiMjo0b/8+fPx93dnfLy8ktyP4JQH1mW2bNnDzabDVUdCwcVm0z1/gJc2gU4fXFoWUEey979H/4RUVx1/Xin9g3g5m1g+N1t6Dep+TmPzcycT0nJNpo1exhX16afomdOSSHrscdx6doV/5n3nvd5JpOJG264gfnz5/Pcc8/x5ptv4qfXcY2/F/NbR9PCrfEWzD7a5VF+GPEDkR6nJ0kUBVb8H1TkwuhPQFM7fefgqVLeW5vCde1Dub5jWJ39zt14km+2p3NL96i6F4UCbHqbkOxVQN0pNIIgNB2XcophEzAEeO5vjw0F0pR68s+BP1f32P/xuB24KL99Fs3eXeux2I4BtO4bhtViZ+m7+2q1J3YPpvlVwVRXWFjxce0d71r1CSWuUyDlRSZWzztcq/26By68dvG0adN49tlnefjhh5EkiU8//ZQBAwbUmEE3m820bt2aWbNm4e3tzaZNm7jjjjvw8fFhypQp9OvXj7i4OObOncvTTz995rxPP/2UsWPH4u5+6Tf2EIS/27NnD0uWLMFoNJKYmFirXdKoCLy/I4r1n78qGu7knl0ossLIh55E8y9yo89HZakZV089ES3OvciztHQvySkv4+c3kLDQCU4dR2PRxcTgf99MvG+6CZXBcF7nlJeXM2rUKH7//Xfeeecd7p4xg2KbHR+thsebNd729UtPLKWFbwtiPGMctc7/dGgR7Psaej/kqHteh98O5+LjquOZES3rbF+XlMdzSw/TPcaX+wfVU5emOBXWv0a+X3f8+z3WwLsRBKGxXcoZ9DeBLpIkvShJUqIkSTcD9wCv/HmAJEnXSZJ0VJKkP/e13oyjxOLnkiR1kCQpVpKkh4GBwKJLOPbL1vXXX09RURHr1q3Dbrczd+5cpk2bVuOYoKAgHnnkETp06EB0dDQTJ07k1ltv5euvvz5zzLRp05g7dy6yLAOQlJTExo0ba/UlCJeayWRi7dq1hIeHk5CQUKtdNttR7AoqvRr1OeqGX4i2g4Yx9e1P8AwIPPfB/0Lm0SLmP7qJlF1553W8rFhxd29Ni+b/Q2rii/7kykrMJ04iqVT43X47ao+6Uzr+qaioiIEDB7J+/Xq++OIL7rnnHt5Oy6X/9iRyzXWnjlwKJ0pO8PSmp/l438c1GyxVjtnzoNbQ9//qPf/+QfGsmNkLTxdtrTarXebpXw4R7efKvCmdcTfUPgZFgWUPg6QiJfbWht6OIAiXgUs2g64oyg5JkkYBLwEP4khreVypWQPdE0gAtKfPKZQkaTDwIrASMALHgVsVRfnxYozzbLPZWp36rO1GN91Z2919DA2aLa+LwWBg0qRJzJkzh/Lycmw2GyNGjOCrr746c4wsy7z22mt8++23ZGZmYjKZsFqtNWbZJ0+ezOOPP87KlSsZNmwYc+bMoW3btnTu3Nmp4xWEf2vt2rVUVFQwbty4OquWlK44iflEKYH3tEfSOC9wrS4vozQ3h6DYeNy8nbsDpanSyup5h/EMcCGy1dlnzxXFDqjw9upMp44/NPnKLYqikP30M1Rt306zlStQGc8vHaWgoICBAwdy5MgRfvrpJ0aOHMmawjJeO5nDmEBvAhop57zCUsF96+7DRevCrI7/2HtP5wLDZ4NnGNSx2+zx/ArsskJ8oDu+bvo6+9eqVbx0XWt0GhUGbT2VXQqPw4m1MOApzBbn75wrCMKld0l/oymK8ivw61naPwc+/8dje4HhF3NcTd306dNp37496enpTJkyBa225gzL7Nmzefnll3njjTfo0KED7u7uvPnmm/z661/fCh8fH66//nrmzJnDwIED+eKLL3jmmWcu8Z0IQk1lZWXs2LGDDh06EBoaWqvdklVB5ZZsXLsEOTU4B9j8w9fsX72c29+bi5uP8+qMy7LCyjkHqa60MuzONmj19ZfTUxSZvXun4uHZjmYx9zf54BygbOlSypYuxe/ee/5VcD5gwACOHTvGkiVLGDx4MCerzNx1OI2WbkZeSwhvlOdGURSe2PQE6WXpfDLoEwJd//YpS3GqYyOi5tfUe+4D3+8ju7Sa9Q/1qzP4VhQFSZLoEXuOXVD9YuHOLY7r/bHxgu9HEITLR9P+nFQAoHnz5nTu3JnNmzdz22231WrfsGEDQ4cO5dZbb6V9+/bExsaSnJxc67jp06ezZMkSPvroIyorK5kw4crIcxWarurqasLCwujZs2ed7WVr0pEMajyH1b+py4XITzvJvlXLaDNwqFODc4CjW7LJPFpMn7EJBEadPbUjJ2cRRcUb0Wq9nDqGxlK5fTs5L7yIoVUr/O6447zOyc/Pp3///jWCc7uicPuhVFTAZ62icDnHrqsXy88pP7MmfQ2zOs6iS/DfNlc6ugze6QDJq+s9d9GeU+zNKOGBQQn1zow/tugAr604evZBlJ+u4uUXC+rG+RRBEATnEz/NV4iVK1diMpnw8an9UXxCQgILFixg7dq1hIaG8sUXX7Bt2za8vb1rHNezZ08SEhJ48MEHGT9+PJ6enpdq+IJQp8DAQKZOnVpnmzWnEtPhQtz7hqMyOu9XmdVsYvkHb6J3deWqGyc6rd8/yTaZiJY+NO8RfPZxWMs4fnw27u6tCQ+7xenjuNTsFRVk/99jqN3dCX3rTaQ6qvH8U35+PgMGDCA5OZklS5YwcOBAwDGzFKjTcn9UIJHGulNDLoXhMcNRULgu9rq/HizPgUV3QEALiLyqzvMyi6t4+pdDtI/wqrdqy/pj+XyzPYM7+pxlR9zyXHi3I3S7E/o/3pBbEQThMiNm0K8QLi4udQbnAE8++SR9+vRh5MiRdO/eneLiYu69t+6SZrfffjsWi0UsDhUaXWpqKpWVlfW2V+3PR9Kqce9VO/WlIdYvmEt+2kmunvEARjfnVzBq1SeMa2a0PWdKRnLKS1isBSTEP9PkF4UCqPR63AcOIPjFF9GF1R2U/l19wbn9dNrHxy0jGe7vdZFHXbcqaxVlljJ0ah2j40b/9b1UFFh6P9iq4cb5jhz0f7DaZR74fh+KAm/f1B6Vqo4dRU1WZn23l4RAd2YOqKdqy5/Xkq3Q+gZn3p4gCJcBMYPeRP299nldJk+ezOTJkwHw9PTk+++/r3XM888/X+uxU6dO0apVK7p37+6MYQrCBbFYLHz//feEh4czbty4Oo/xGBiJsaUfqjoqXzSET2gYXUfdQHR75+zW/KeMw0VUlVuI7xJ4zuDcYikkL285EeG34enZzqnjaAyKoiBptQT+X/2VTP4uLy+PAQMGcPz4cZYuXcqAAQMAWFVQyksnsvm8dTRRjThz/uqOV9mWvY2F1y7ERfu3IPzAj5C0DAa/AL51z3yrT+eUj+kQVm898/fXplBUZWH+1C4YdfWsUdj3LST9CoOeB//4ht6SIAiXGRGgCwCUlpZy4MAB5syZw5tvvtnYwxH+43bu3ElVVVWdbxRlix25yobGS48u1M1p17SYqtEZjHQYdq3T+vyTIitsWpiC1WwntlMAavXZA3SdzpeuXZag0wU4fSyXWtWOHWQ/9TTBL76IS4dz7xSal5dH//79OXHiBEuXLqV///4AHKs0MeNIGlEGPUE6574p+zd+T/+dhckLua31bTWDcwBrJUT3hm531XmuLCuoVBL31jcrDmSXVvP5plSuax9Kq9B60gzzj8GyhyC0E3S/+0JvRRCEy1jT/9xUcIqRI0cyaNAgRo4cyc0339zYwxH+w6qrq9mwYQNRUVE1SoH+qXx9Jnnv7Eaucl7da1m288Nzj5G6r/ZGZc5wbEcuhZkVdBkehfosCxpl2Uxa2icoioLRGIFafX6b91yu7KWlnJr1ALLZhD7+3LO89QXnxVYbE/efQCNJzGkVhaGRFoXmVObw+MbHae7TnLva1hGEd5wMN/9SZ0lFk9XOdR9sYuuJwrNeI9jTyB8P9+Ppa+retAiAknTHrPmN8+u8liAITZ+YQRcAWLduXWMPQRAAR9Uhk8nEkCFDaqWC2MssVGzIxNDcx6mpLTuXLCLneDKminKn9fmnnBOl/L7gCAFRHsR1PvtmR0nHniUr6zu8vbvj4dHa6WO51HJfehlbcTFR33yN2s31rMf+PTj/9ddf6devH+BIj7n7cBrZZis/t49ttEWhiqLw3JbnsCt2ZvedjVb9t9ff3m9ArYXW10M96UtvrU5mX2Ypdlmp9xrlJivuBi0BHud4YxY30PGfIAhXLDGDLgjCZUNRFCwWC+3atSM4uHaVk7I1aSh2Bc/BUU67ZkluDlt++JrYzt1J7NHHaf2C437++O4YLu46Rsxoi+osM7/5BWvIyvqOyIjpV0RwXrl5M6WLF+M7dSrG1me/n9zcXPr161crOAeokmUq7TJPNQuho+fZg/yLyabYsCt2ZnaYSbh7+F8NeUdg6X2wZ4Fj4WYdDmWV8tnGE4zpEFZvTXNFUZj46TYe+H5f/YM4sd6xY2g91xEE4cohZtAFQbhsSJLEiBEjUOoIQKz5VVTuyMG1azAav/Pb4OZcFEVh1cfvoNKo6T91ulP6/DtJkuh2XTPsVhmDW/0z/lVVqRw58ghubs2JibnP6eNoDBXr16MNC8NvxtlzpHNzc+nfvz+pqaksW7aMvn371mh3VatZ2D620WNSrUrLO/3fQafS1WxY9SRo9HDdJ3XOnlvtMg/+sB8vFx2PXZ1Yb/+rj+SxL7OUmzpH1H2AbIeVj4OpBAY+DbrGe7MiCMLFJ2bQBUG4LNjtdnJycgDqrHJiTi5B0qrx6F9PAHMBspOPknFoP73GT8Hd5xy7NV6g8EQfolqfve+kY8+gKDZat3oP1T8DwCYq4NFHifrma1S6+u/nz5nzuoLzUquN6YdSKbTYUEsSmjrKEV4KFruF+9feT15VHnq1vuZrM3k1pPwGvR4E97rTl5YfzOFIdhkvjGqFr1vd6Tk2u8wry48QG+BWb1109iyA3AMw+HkRnAvCf4CYQRcE4bJw+PBhfvrpJ6ZOnUpERO0g3O2qEAwtfVG7Oy+ADYlvzvgXZxMUU39VjQu1a0Uq1eVWrhoTW2et67+LibkfkykLF5cop4/jUqvavQeNjze6qCg0/v71HpeTk0P//v1JS0tj2bJl9OnzV3pRpd3OzQdOsrOskjvDA/DVNd6fqrd2v8Xq9NWMjB1JgMvfqupYq2HxXeCfCJ1vrff8EW2CCfY00Dmq7n0qAN75PYXj+ZV8OKEDOk0d82bVJfD7CxDeDVqMuvCbEQShyRABuiAIjU5RFDZu3Iivry9h/9jERlEUbIUmtH5GNJ7OWSCoyDKFmen4RUQRHJvglD7/rrzIxM5fU4ls5XvW4FyWzUiSFk+Ptnh6tHX6OC41xW4n5+mnQa0metHCeuu95+Tk0K9fP9LT02sF5wCPJGWyvbSSj1pG0s6j7lrhl8IfmX+w4PACboi/gb7hfWs2ao0w9BUIalPnjLYsK5wqqSbcx+WswXlptZWfdmUypkMYw1rXs7vsto+hMh8m/FDvIlRBEK4sIsVFEIRGd/DgQXJzc+nZsyeqf2wBb04pIXf2TkzHS5x2vcN/rGX+w/dwKumI0/r8k90u89tnh5BUEt1Hn2WbduD4iTc4duw5p4+hsRTNm4c5ORm/O6bXG5xnZ2fTr18/MjIyWL58ea3gfEFWAT/mFnN/VCAjA7wvxbDrlFuZy+MbHyfBO4GHOj9Us7Es2/Fvq9HgF1vn+V9uS2PgG+tJyjl7ZSBPo5bfH+zDC6Na1X9QqzHQ/0kIOXcdeUEQrgwiQBcEoVHZ7XbWrVtHQEAAbdvWnEVWFIWyNemoXLXoIz2ccj1zVRV/fP05wc3iCYlz/ux50pYcso+X0ndCAp7+9c/+lpcfISNjHrJsdvoYGkPxt9+S9/ps3AcPxn3IkDqPyc7Opn///meC8969e9dotysK8zIL6OnlxqzIoEsx7Hp9vP9jTHYTr/Z+FaPmb4uS07bA223g0KJ6z00vrOKV5UfpGuNLfGD9m2mtTcqj2mJHr1HXv2OoojjeBPR+8EJvRRCEJkgE6E3Q5MmTGThQ1MAVrgy5ublUVFTQv3//WrPnpiNFWFLL8BgY+f/s3Xd4FMUbwPHv3qX33iAQQgm9d5AmVUEQQRRFUcTeQAWsgKIo9gKKIiDIzy4iXZQivYcOCSlAAum9XpvfHwEk3F2yl1wI6HyeJ4/Jzu7sXAzJ3Ow774tiKTa3Cnb9+j2FOdn0e+ARFI19fwUKk+DghrMEhHtUmPNcCBMxsa/j4OBNo0ZT7TqG2lCakEDq2+/g1rUrYe+9a3H1/OqV85tuusnsHK2isLJ9Y+a3iKi1TaGXTOs8jYWDFtLQ54qnICYjrJoEniEQ2dfidSaTYOovh9EoCm+PbGX9SUJuMQ99s4+P/4q1PogTK+F/d0JRVnVeiiRJNyAZgy5JUq0KCwvjueeew8Gh/K8jYRTkrkvEIcAV90oK/KiVdT6JA2t+p0Wf/oQ0qryypa0UjcJtz7SltMhgdWIGcC7pG3Jy9tA06k0cHX3sPo5rzalePQIefQTvkSMtZm25NDlPSkqyODk3CcHcs2lMqBuIu4OW2sxRkpibiJ+rH15OXrQMuCrsZM9XkH4CRn8Drj4Wr1995AI74zOZPbIVYT7W04F+uCEGjQL3dLGSlaggHX5/CrzDwdmziq9GkqQblVxBv8FZWk3/9ttvy00OZsyYQaNGjVixYgVNmzbF3d2dvn37EhcXd62HK0nlJCcnYzQacXJyMls91yXnY8wpwWtgfRQ7lXZPP5OAq6cnN919v136u1JJoR4hBJ5+LgTUtR7WYDDkk5g4D3//voSFjbH7OK4lk06HIT0dRasl4NFHcQwKMjsnJSWFPn36kJyczLp16yyunH90JpU34y+wNj3nGozaOr1Jz+Qtk3nkj0fMc/FnxsGG16DRAGg+3GofqXklNA3xZEzHcKvnHEnK5af9SYzvHkG4n5UwqHXToCQP7lhQVqVUkqT/FLmCfpUfZk4zOxbV9SbaDroVfWkJv749w6y9Re/+tOzTn6K8XFZ+ONusvc2AW2javRd5Gemsnfu+WfuY6W/bZewVuXDhAp9//jnLli3DwcGB8ePH8+CDD7Jly5Yav7ckWaLT6fjuu+9o3bo1AwcONGt3rudFyNTOaNzs92sqqttNNOzQBYcKcnNXhcloYuUn0fiGuNP/geYVnuvg4EnXLmtRFIcKV9lvBOnvv0/uqtVErlqJg6/5hs6srCyGDBlyeXLes2dPs3M2ZOTyXkIKI4J8GBlce5tCAZYeX0psdiwf9/3Y/P9N5umylezbPqkwk8pDN0VyT5f6VrP3CCGYtfo4fm5OPHWzlfSe8Vvg6M/QeyoE2n+fhCRJ1z+5gv4fUVpaytKlS+nQoQNt2rRh6tSpbN26lZKSktoemvQftXfvXgoKCoiKMp+AGLJKEEKgdXe0yyTWoNcTt38PQgi7T84BDv2VRNqZfCJaV1yQqKgoASFMODkF3PChLQVbtpD1zRK8hgyxODnPyclhwIABHD9+nJ9//tni5DzPYOSFU0k0cXfh/ajwWn3DcirrFJ9Hf06/8H70q9fP/IQmg+DZw+AVZvH67/acZVtsBoD1DZ9AekEpTg4anh8UhZeLlZXxPV+CVx3o8aytL0OSpH8JuYJ+lYpWsx2dXSpsd/PyrrDdKyDwmqyWWxIWFkbgFUVD6tSpgxCCtLQ0i0VhJKkmlZaWsnPnTho0aED9+vXLtZmKDaR9dhC3dkH4DKs4TaFah/5YzeYlC7j7jfcIa2K93HpV5GeVsHtlPA3aBNCwvfXCPMXFyezddwchISOIavKaXcdwrenT0jj/4ks4R0UR9IJ5dpH8/HyGDBnCkSNHWLFiBYMHD7bYz3sJKaTo9CxsFYG7g/VJbU3LKM7g8b8ex83RjRe7vFi+UV8Cseuh2W1WK3jGpxcw/fdj3Nw0iJ6NK36TFuTpwtIJXSoe0PC5kJ0ITrWXA16SpNolV9BvcBqNxixWUq/Xm53ndNWq4aWVKpPJVHODkyQrjh49SkFBgcV45IId5zEVGXDrYJ+NoYU52ez69QfqtWxt98k5wJ7f4xFCcNOYJlZXgHW6LKIPjQcE4XXH2X0M15Iwmbgw7UVMRUXUef89NM7li0cVFRUxdOhQ9u3bxw8//MCQIUOs9vV0/WDeiwqnvVftlq53UBzoFNKJLwd8SYj7Vekd934FP94H5/ZYvDanSMdT3x3ExUHDzNtaVHif7/acJTmn2PoJpQVlmWJcfSCsrW0vQpKkfxU5Qb/BBQUFcf78+XLHDhw4UEujkSR1Dh8+TGhoKA0aNCh3XOhNFGxPxqWpH05h1jda2mLHj8vQFRfR74FH7dLflQx6IxficmnTLxxPPxeL5whh4tjxyZSUJNG69Ze4uTWweN6NQpSUoHF3J/jFF3FuVL5Ij06n4+6772br1q18++233H777Rb7OFNcit4kCHBy4N4w/2sx7Ar5uPjw9k1vE+V3VbhVURb8/S406g/1zFe9hRBM++UIp1Ly+eiutgR5Wf4ZANgVn8lLy4+wcFuC9YGsfBo+aQsGXRVfiSRJ/xZygn6D69+/PydPnuSzzz4jLi6Or776ih9//LG2hyVJFRo/fjz33Xef2Ypz0ZF0TEUGPHpYjvO11dmjhzn81zraDrwV/7r2D+VycNQyYnI7Og+zPulOSPyMrKytNG78Kr4+new+hmtN4+ZGnU8+xufO0eWOl5aWMmrUKH7//Xc+++wzxoyxnKFmZ04Bffee4tHjiddgtBXTm/S8uPVFDqUfsnzCljllmVT6z7TY/HdsBuuOpfDCoCj6NbX+xMdoErz06xHq+bnx3EAr6T0TtsLRX6DVneBg/30SkiTdWOQE/QZkMpku54zu378/s2bNYvbs2bRp04aNGzfy2ms3dnyr9O8lhKCoqAhFUXB1Nc8RXXIyC4cAV5wb+tjlfka9jvAWrek51r5pFYUQ7F+XiNFowsPXBQdH6/HT3l7taBj5AnXC7rbrGK41odeT8uZblJw4gaIo5d5cGQwG7r33XlauXMncuXN5/PHHLfaRWqrn4WOJ+DpoebNx3Ws1dKu+OvwVq+JXkVeaZ96YHlO2WbPDeAhpad4O9GocwFf3dWTiTZEV3ufXA0nEZxTy/MAo3JwsbP3SF8Mfr4BnGPR6oQqvRJKkfxs5Qb8BpaSkEBoaevnrl19+meTkZAoKCvjuu+944oknysWlz5gxg9OnT5fro2fPngghiIiIuFbDliROnjzJxx9/THp6usV2vzuj8BvbFMVOVSQbtOvIna+9haOTc+Un2+DssSx2/RZP3IG0Ss/197+JiIhHb/iUijm//EL20qWUni5fP8FoNDJhwgR+/vln3n//fauT83yDkZEHT1NoNLGkdSQhzrWb2zsuJ475h+czNHIoPeuYZ5ihKAOCmkPfl82ainVGknOKURSFAc2DraZUBCgsNfDRn7G0ruvN0Nah5icIAaufgwvRMOQdcLQeJiNJ0n+HnKDfQDIyMlixYgVbtmxhwIABtT0cSbLZrl27cHFxwd+/fNyxMAmE3ojioLFL7HlpURH7Vv6KvgbSiJpMgj2rEvDwc6ZhO/PCPJckn/+BEydexGisYFPgDUKflkb6Z3NxbdcOr6G3Xj5uMpl46KGHWLJkCa+//jqTJ0+22sfM0+dJLCnlm5YNaOFhvcLmtVBqLGXK31PwcPRgSqcplt881e8Oj24FD/PMPK+vOs6AD7ZwJrNQ1f0GNA/mlVubW76PvhjykqHXFGh+m60vRZKkfymZZvEGMnr0aGJjY5k8ebLV+E5Jul6lpaVx5swZ+vfvb1Y1tPhIOjmr4gl6pA0OAdWfvO1b9Su7fvmeus1bEdLQSjGYKjq6JYm0xDz6j2+G1sHyGkd+wUliYl7H26stGs2NvSIqhOD8C1MwFRQQMmP65UmmEIJnnnmGxYsXM336dF599dUK+5kcEUx3Xw9u8qv9svVrE9YSkx3De73fw9flqhzuJiMcWAKtx1hMc7g7PpPv9pxlfPcI6vtXnn3G3dmBGRVld3Fyg3t+AU3tpZmUJOn6IyfoN5BNmzbV9hAkqcp2796Ng4MD7dq1K3dcGAV5G8+hcXVEayUTii3SEuPZu+JnorrdZPfJeVGejl0r4qnb1JcmXUIsnmMy6TlxfAparTstWlqoSHmDKdi0maLduwl+9RVcrigqNX36dD777DMmT57M9OnTrV5/vkSHt6OWMBcnRrpcH5sfh0UOw9XBlUERg8wbj/4Kq54tS3XYonwWGp3BxEvLjxDu58qUwRVX+DQYTTz7QzQP9IigQ30/yyftXQAN+kBAI8vtkiT9Z6kKcVHK3K8oyjJFUf5UFGXjlR81PUhJkm5sJSUlHD58mJYtW+LuXn7VsXDPBQypRXgNqG+X2PO/ly3Cyc2dvuMfrnZfVzPojdSN8qXXXdZznp89+xX5BcdoGvU6zk4VF625Ebj37EHI9NfwveKp3QcffMAbb7zBhAkTeO+996x+L4QQTD55jhdjkq7VcCuUVZLF+YLzaDVay5PzwkzY8CoEt4Jmw82aP/wzhrj0Qmbe1sLyZs+rzl11+ALnc6yEWZ3bUxZ7fuh/VXkpkiT9y6ldQZ8DPAv8CSQCoqKTJUmSruTi4sKDDz6I81VFbYQQFOy6gGO4J64tq58P+8LpU5w5fJCed92Hu495+fnq8vJ35ZbHWlttNxgKOXP2a4KCbiEoyHL1zBuJqagIjZsbvnf/k4FmwYIFPPfcc4wePZovvviiwicE/7uQxebsfF5raJ+0mdVRaizl8T8fJ7Mkk1W3r8JZa2Hj8LppUJgBY3+Eq8KwhBAYTYLx3SMqTKkIcOJCHgu2JnBr61CGtbHw2k3Gssm5Rwj0tB63L0nSf5faCfo4YKwQ4qeaHIwkSf9eV2YeusSQVoQhtQifEY3sEgri4ORMVPdetBs8tNp9Xe3AH2do2C4I70DrMfIODu507bIWRbnx44mLDx0i6elnqLdoEc6RZXnef/nlFx5++GGGDBnC0qVLL6d7teR4QTEvxSZxk68Hj4Sbb7S81mbvns2xzGN81Pcjy5Pz47/DkR/LNmuGmr8JUxSFl25pVul9Sg1GnvjfAXzcHJk+tLnlk/Z+DSmH4fb54GyfglySJP27qM3i4gjI8pSSJNns9OnT/PrrrxQVFZm1OQa7EzCxFW5t7TOBC6wXwdBnpuDkar65rzouxOWy89c4YvakWD1Hp8tCCIGzcxBOTrVfHbM6hF7PhZkzESYjDkFlmWrWr1/P3XffTbdu3fj555/NnoZcqdho4uFjifg4aPmsWX20tRyH/0vML/wS+wsTW03k5no3Wz4poDG0uxd6TzVr+uNYCptOVZ5SE+C3g8nEpxfy1u2tLFcWLcmDbR9AvW7Q5i5bXoYkSf8halfQlwJ3UBbqIkmSpNqOHTtIT0/HycnyBkEXOxQlMuh0/P2/RXQcOhKvAPuv1h5YfwZnNwfa9rdcjdRkKmX/gbvw8mxJixYf2P3+11rG559TevwEdT7+GK2HOzt27GDkyJG0aNGC1atX4+ZW8RugNJ0eraLwcbN6BNdyvvPjmcd5c/ebdA/rzhNtn7B8khAQ1AyGzzVryiwoZdrFKqC9GwdWmPMcYHSHcCL83encwMrGUI22LENM01stt0uSJKF+gp4LTFUUpTsQDeiubBRCvGXncUmS9C+QlZVFfHw8ffv2NQuHyFmbgNAZ8bmtYbXDW3b8/D8Orl1JZPvOdp+gp5/LJ/FwBp1ujcDR2XLoSvL5HygqiqNxoxfteu/aoE9NI2vxN3gOHIjXoIEcOXKEW2+9lbCwMNatW4ePj0+lfdR3dWZjp6haXzkHiPCK4M6oO3m09aNoLaUyPL4CTqyE/jPA27y66eurjpNfouedO1pXOjnXG004ajV0iazgCYqTOwyYaeOrkCTpv0ZtiMt9QB7QBrgfmHjFx0M1MzTJXhYvXlxhrKgk1ZS9e/eiKApt27Ytd9xYoKNwx3mE3lTtyXlOygX2r/qNFn36E9G6XeUX2EAIwf61Z9A4KLS5OdzKOSaSkpbg5dUGf/8+dr1/bchb+TvCYCDo+ec4d+4cgwcPxs3NjQ0bNhAcXPHmyCKjiRdjkig1mWp9cm4wGSjSF+Hm6Ma0ztPwcfExP6m0ANa8AGknyjZsXmXjyVRWRJ/n8T6NiAqpOH97ZkEpvedsYs2RC9ZP2jAdYv+08ZVIkvRfpGrWJoRoUNMDkdQbP348SUlJ/Pmn/EUvXb+Ki4vZt28fLVu2xNvbu1xb4a4LCL0Jz17mK5a22vr9EjQOWnqOGVftvq4mTALfEDeC6kfi7GY5VCMl9XeKihJo2eKTGz7nOYDfhAl49LuZIi8vhvTsSUFBAdu2bSMiIqLSa9+IO8+i5AxGBfvSwbvyIj416dODn7I1eStLhyzF3dHKWDbPhoJUuHMpaMv/OSwsNfDy8qM0Cfbg8b4NK73fnHWnSMsvpUmwlU2fZ3bC9o/AwRka97fx1UiS9F9j87KqoiguAEII+9fQliTpX0MIQceOHWnTpk254yadkfzt53Fp5odjUPU2c545HE3Mzq10veNuPPzsvzFTo9XQ5bbICs9JufArHh7NCQoaYvf7X0tCr8eQloZjnTpQJ4zbBw8mJiaGdevW0apVq0qvX5WWw6LkDB4JD6z1yfmfZ/5k4dGFjG4y2vrkPGEr7JwLnR6Cel3Mmt2ctDzbvzFNgj1xdqg4K8+Bs9n8sO8cD/eKpFGQhZV2IcpSOHqGQY9nqvKSJEn6j1Eb4oKiKA8oinIaKAAKFEWJVRRlfI2NTFJl/Pjx9O9ffjXm22+//Ves5Ek3Njc3NwYNGkRISPnQgeJD6YhiA543VX/1PCiyIZ2Gj6LLiNHV7utqMXtTSDycgRAVl31o0+YrWrX8FEVR/ev0upTzyy/E3XIrpQkJTJgwgc2bN7No0SL69etX6bX5BiOvxCbT3N2FVyJrN+d5XE4c07ZOo3VAa6Z1nmb9xI2zwC8S+pvHgwshUBSFMZ3q0a5exfn0jSbBayuOEuzlzNM3W6lce+J3uBANfV8qi0GXJEmqhKoVdEVRngHeBj4HtgAK0BuYpyiKpxDi05ob4rWVNv+w2TG31gF4dAvDpDOSseiYWbt7h2DcOwZjLNST+e0Js3aPrqG4tQnEkFNK1g+nzNqDHrFe+ESSbkRpaWnEx8cTGWm++uzcwBuv/vVwauBV7fu4enjSa+z4avdztZICPX9/F0NgPU/qt7K8Mi+EEZNJj1brgptbhN3HcC0Zc3JI++BDXJo1481Fi1i2bBlvvvkm99xzj6rr309MIVWnZ2HLCBztUA22qnJLc3l649O4ObjxQZ8PcNJazhwEwD0/Qt4FszzkJXojY77cxYM9Ihjetk6l99ydkMnR5Dw+vqstHs4W/qSW5MGqSRDSGlrfaetLkiTpP0ptiMtTwDNCiC+vOPaboigngReAf80EXZKk6iktLSUmJoaSkhIaNGhg9jTHIcAVr/71q3UPYTKxdu4HtB10K2FNKi8eY6v968+gKzbQc3Rjq0+jUlJWEBf/Ph3a/4Cra/WfBtSmrCVLMOXns6ldW96YNo0HH3yQF19Un5HmobqBNHZzoX0th7boTXp8XXx5s+ebBLtb2dCqKwKtE7h4l31cZcHWeA6dy8HHrYLJ/RW6NwxgzdM30SzUyiZSJw8YNBuCmpbFn0uSJKmgdoIeDvxl4fhfwCf2G07tq2g1W+OkrbBd6+5YYbuDj7NcLZf+9fbt24fBYKBfv35mk9u8v87i3NAb5wjziZEt4vbv4cS2zTRo38nuE/Tc9CKObEqiSZcQ/OtY3vBnMOQTF/8+Tk6BuLjUfhn76jBkZZG1+BtOtmjOo6+9Rt++ffn8889VhckZhUAD1HVx4p6w2i/OFOAawNIhSyse+5/Ty+LPH94EjuWrwh46l8MHG2IY0jKE3k0qTtcphCAmtYCoEE+ah1l5GpQVXxZG02aMrS9FkqT/OLVBk0lAHwvH+1xsk2qJRqMxi5HV6/W1NBrpv85oNLJr1y58fHyoW7f8qrLufAF5G85QGpdbvXsY9Gz7fgm+oWFEde1Zrb4s2f7zaRQNdBthPXNHUtK3lJamENVkxg0fe160Zy9ni4p4eNMmIiIi+Pnnn60WlbravLNpjDkUR6HRWMOjrFiBroCZO2eSUphS8eQ8/RTsXQARPcwm5yV6I1N+Poy7swNzRlW+kPL1tgQGffQ3u+IzLZ+QGQef94Tk/ba8FEmSJED9BP1z4BNFUWYrinKLoihDFEV5G/gYmFdzw5MqExQUxPnz58sdO3DgQC2NRvqvi46OJj8/n/Bw85zheX+eRXFxwKNbaLXucWzLRjKTznLTPQ+g0VacXcNWQggi2wbS445GuPtYDkcwmfQkJX+Ln28PvL3b2vX+tcHUtQvPCBMmYNWqVfj5WamAeZWj+UW8nXABN60Gdzv/f7DV3Oi5/BLzC5nFVibLUJZJ5a/XwdENek81a954Mo3YtHzeH90GT5eKq58Wlhr4YkscNzUOoIuliqFClOVXB/C6scOfJEmqHWrzoL+nKEoxMPXiB5StnD8vhPi8pgYnVa5///688847fPbZZwwZMoSNGzfy448/1vawpP8ojUZD8+bNzSZ5uqR8So5n4tW/Hhor+cTVMOh0bPt+CaFNmtKoY9fqDteMoig0reQNRFb2dkpLU2ga9Ybd738tCaORvH37uPPVVzmdkMCGDRto3NhKFpKrrxWCl2OT8XbQ8lHTejU80ortT93Pdye/Y1STUbQIaGH9xFNr4eQq6PcKeASZNd/SKpQd024mxNul0nu+ueYEWYU6nu1vZY/C/sUQ9xfc8h54VlzcSZIkyRLVz2aFEHOFEPUAb8BbCFFPTs5rh8lkulwZtH///syaNYvZs2fTpk0bNm7cyGuvvVbLI5T+q9q1a8edd95pMfZc4+aAR8/Ks2JURCDodsdd9Bk3we6pRGP2pBD951mMBlOF5/n79aZd2yU3fNXQ7B9+4JFBg9mwYQPz58+nd+/eqq9dnpbD7txCXo4Mw8ex9qoUG01G3tr9Fn4ufjzb4dmKT477C3wjoMekcoeFEOxLzAJQNTnffyab/+0+y33dIuhQ38LqeXYi/PEKNOgNHSeoeyGSJElXsTl4UgiRL4TIr4nBSOqkpKQQGvrPKt/LL79McnIyBQUFfPfddzzxxBPl4tLHjx+PwWCojaFK/yFnzpyxuP9BCIFzhDeefcPRuFRvMufo5Ey7wcPsvjE0O6WQTctOkXAoA6WCNIFGYwmKouDn1+OGjj03FRbywSuv8kNuDlOmTOGBBx6w6folyRm09nTlrlB14TA1Zd6hecRkxzCl8xS8nCpJ2znkXRj7o1nF0J/2JzHqi53sP5Ol6p4XcotpGuLJcwObWD4hfgtotDB8Lmhu3J8RSZJql9W/loqi/AGMFkLkXvzcKiHEQLuPTDKTkZHB9u3b2bJlC4sWLart4UjSZTk5OSxevJgePXqYFc5SFAXP3tWPw43ds4Oi3Fxa3TwQjcZ+Mc9CCP765gQOjhr6P9AcjZUJusGQz85d/WnUcCqhoSPtdv/a8P3k55idEM9tffsye/Zsm6//tnUkaToD2louiHZf8/to7tecfvUqKKZUkgtGPbgHQGBUuab0/FLeXH2CzhF+tAuvuCDRJUNbh3Frq1DrT3A63A/NhoFb7b55kSTpxlbR2/tk4NKz3vMXv7b2IV0Do0eP5oknnmDy5MmMGSPTdknXjz179gDQqVOncscNGcUURachjBVX46yMEIK/ly3i8J/r7L5yHXcgndSEPLrd3hBPP+shDsnJ36HTZeDuri5O+3q1f/16Ji74ihZBQfxv5Uo0Nqzy7s4poNhowsNBS6Rb7eX0zi3NpcRQgrezNzfXv7nicKctc+DT9lBkvkL++qrjFOuMvDWyldU3ZpeUGoz8eiAJo0lYvl/G6bL0jSAn55IkVZvVFXQhxANXfD7+moxGqtCmTZtqewiSZEan03HgwAGaNWuGt3f5/OZ5m85RfDgd50Y+aD3Upe6zJPHQAXJSLjDkicl2jT03mQS7VsThF+Ze4eZQvT6bs+e+xte3O15erex2/2stJSWFEffdh6ejIys3bMDdXX1hobiiEu46FM/oEF/mRJln6blWhBDM3jObmOwYfhz6Iw6aCsKmshJg9/yyCp5XTZo3nkxl5aHzTOrfhEZBlvPdX+nrbQnMWXeKMB9XukZelfNdCFjzPJw/CJOOmVUnlSRJspWqpRNFURYqimJWJk1RFHdFURbaf1iSJN0oDh06RElJCV27ls+qYio1UHw4Hbd2QdWanAMcXPs77j6+NLFz3nONRmHAAy3oc0/TCldQY2LfRK/Po3GjaXa9/7VUXFzM8OHDySooYM22bdRvrb5oWonRxGPHz+CiUZgcEVKDo6zcdye/Y3X8avqF96t4ci4ErJoEWkfo96pZc26xnnb1fHisj/V895dkF+r4bONpBjQPNp+cA8Ssh/hN0OdFOTmXJMku1D7bvB9wtXDcFbjPfsORJOlGk5CQQGhoqFnu88JdKQi9CfdO1ZvQpSXGkxC9nzYDbsFBZQEdWwQ38CK0ofXKpqWl6aSmriY8/H48PStI43cdM5lM3D9uHHv37mXZN9/QvmNHm65/OTaJw/nFfNSsHiHOVU+TWV0JuQm8t+89uoZ25bE2j1V88uEfyybN/WeCl/nTkdvb1eXXx7rj5FD5n8EF2+Ip0hl5YVCUeaNBB+umlVUM7WjbZltJkiRr1KZUUIByQaRK2XPmnkC6vQclSdKNY/To0RQVFZUPPTFBwe7zOEd64xRu9vDNJsJkon7rdrQbPKyaIy1v39pEspIL6DuuGY7O1jedOjsH0rXLGhwdb9y44unTp/PTL7/wfGAg/UNsKxS1ISOXZReyeLJeEIMCrL+RqWl6o56pf0/FzdGNt3q+hbayjcKpR6BuZ+hUPtXh3sQsEjMKGdWhrqpwqdNp+Xz1dwLD24bRJNjCz/KWdyA7Ae75GRxqLy5fkqR/lwon6IqimCibmAsgxcovs49rYFySJN0A9Ho9jo6OZrHMDiWguGjx6FG9vOcAwZGNGPWyfYsClRTqObD+DPWa+VU4OS8oOIW7exPc3BrY9f7X0tKlS5k1axajg0N4rEcP3Ht0t+n6Bm7OjAnxY0qD2g1tydPl4efix8OtHybQLbDyCwbOAn1JWcrDi4p0Bp7/6RA6g4nb2obh7FB5NqBinYkWdbx4+VYrqT2960KXR6HxALUvRZIkqVKVraCPo2z1fAnwJJB7RZsOSBBC7KuhsUmSdB3LyMjgyy+/ZPTo0WYVKA1uEPxs+6ueu9lGmEwcWPs7zW7qi5uXfVduj2xOQl9ipOOt1ifeBkM++w+MpX69h4iIqCSc4jq1bds2HnroIXo2aswrGg2hr75i8ybbRm4ufNysdquFAvi7+vN5/88rH3/2GSjKgDodwLF8Vp45605xJrOIZQ91UTU5B2hV15tfH+tu/b4yrEWSpBpQYfCdEGKZEOJboC/w5cWvL338JCfnkvTftXv3boxGY7miWQD6tCI0+rL85xUV/anMnhU/s3nJAmJ3b6/uUMvRlxo5vDGJiFb+BNS1vqHvVMxMDIZc/P172fX+10pcXBwjRoygfp06vOfoiP/w23Bt21b19fkGI08eP0O6zrz41LWUr8vnpa0vkVaUpu7NxZ/T4ZvboCSv3OEjSbl8szORsV3q0aNRQKXdxKbm8+bq4+SV6C3f11AKR36GUlm3T5Ik+1O7STQBCFMUpZ6lj5ocoCRJ1x+DwcDRo0dp1qwZHh7lJ7nZy2MJ21e9XOV6XSkH1v5O/dbtaN1/SLX6utqRzUmUFOppPzjC6jk5OftISVlOePj4G3JjaGZmJkOHDkUIwc/vvENYv74ET51qUx8fJqbyc2o250p0NTTKygkheGnbS6xNWEtSflLlF5w/CMeWl4WcuPxTWbRYZ+Tp7w8S4OHM1EFNVd37k42nWbrrDAZrOfx3fga/TIDkA6r6kyRJsoXaTaKJVPyw2n5l/SRJuu7FxsZSXFxMq1blc4IbMorRJeRR0KR6hYkOrl1JUW4OXW8fY9e85wBRXUJw83KymrlFCEFs7Js4O4fQMHKyXe99LZSUlDB06FASEhL4448/aN2rF4webVMfxwqKmZ+Uxl0hfrT3Up8r3d7Wn1nP5nObmdRhEu2D21d+wbYPwdkbejxT7rCrk5Y5o1rjoFHwdqs8C82WmHRWHjrP0/0a4eduIXNQRixsegua3QaRvVW+GkmSJPXUTtBvuuprR6AD8Djwol1HJKmWkpJCREQEPj4+nDt3DkfH2kt/Jv23bN++HS8vLxo1alTueOG+FFCgILTqE3RdSTF7VvxEg3Ydqdu8ZXWHasbdx7nCokQGQy56Qw6RkZPQat3sfv+aJIRg4sSJ7Nq1i59++okWsafRR0XhGBxsUx/TTiXh4+DA9EZhNTjaimWXZDN792ya+TXjvuYqsvleOAzHf4eek8qtnl/SKUJdFh6D0cT0FUdpGOjO430bmZ9gNMBPD4CzJ9zynqo+JUmSbKVqgi6EsBQEullRlLPAeOBHew5KUmfhwoXceuutnDx5khUrVjBq1KjaHpL0HzFixAjy8vLQav95eGbSGSnck4JLM38MrmlV7tug09G0e29a9L7ZHkO9rLhAx5p5R+h1dxMCK0j96OjoQ6eOy3FwqF56yNrwxhtv8O233zJr1iwGBwdz7pVX0fr44HPHSNV9rE7PZW9eIR9EhePrqHYNx/4+P/Q5ebo8vhr4VcUFiS7JOQs+9aDbE+UOz157glK9ienDmqt6GvP93nMkZhbx5bgOuDhaeDi8b2FZCsfR34Cn+jc+kiRJtqheoCjsB/rYYRySjUwmE1999RXjx4/n/vvv58svvyzXHhERwaxZs8ode+ihh+jTp8/lr4uLi3n44Yfx9vbG19eXxx9/nBdffNFsVVSSrhYQEEBkZGS5Y6VxOZiKDHj0qN6qq5uXN/0fepzQxhaKwlTD0S3JpMTnVhisl5m5FYOhEEdHHxTlxorc++KLL5g+fTr33XcfL774IlmLFqP188N72FCb+unl58nkiGDGhNZu3vdn2z/L3Jvn0sS3iboLmg2Fp/aD+z8bQFNyS1i4LYFinVF1qFTnBn68MCiKAc2tTL7rdIDOD0Pz4erGJUmSVAVVXh65WKhoAnDBfsOpfYsWLTI71qJFCzp37oxOp2PZsmVm7W3btqVdu3YUFhby44/mDxM6depEy5Ytyc3N5ddffzVrf+AB29N0/fHHHxQWFjJkyBA6duzIK6+8Qnx8vNmkqSJTp05lxYoVLF26lKioKBYvXsy8efMIDFSRY1j6T8rNzWXdunXcfPPNBASUz4Th2syf4MkdcAh0hXNV6//M4WgA6rVqY9fY84ykfPauSqBRxyAC61leGc/M/JvoQw9QL3wCjRu/ZLd7Xwvr16/nySef5JZbbuHrr78m57vvKNyxg+CXXkKxsfqql4OWKQ1sK2ZkT5nFmbg6uOLm6Eb3MBU5200miP0DGvY1KxQ0a/VxFBSesBSqYkWTYE/LBYkuqduh7EOSJKkGqVpBVxQlVlGUmCs+YoEcYAowq+KrpZowf/587rnnHhwcHAgNDaV///4sWLBA9fWFhYXMnz+ft956i9tuu42oqChmz55Ns2ZWinFIEmV5tWNiYsqFtlzJMcityhNrg07HH19+wrYfllRniGaEEGz7MRZnN0d63215Vd5k0nPq1HTc3BoReYNtDD169CijR4+mZcuWfP/99xgTE0mb8y7uvXvhO+5e1f2k6/Tcsj+GA3mFNTjaihlMBp7b8hwT1k/AJEzqLtr6Pnw3Bk6sLHf4z+OprDp8gaf6NaKef+V7CRIyCnnom70kZRdZPuHsbljxJBTnqBuXJElSNahdQf/2qq9NQBqwSQgRY98h1a6KVrOdnJwqbHd3d6+w3dvbu0qr5Ve7cOECq1atYu/evZePjR8/nmeeeYbXX38dB4fK/7eePn0anU5H165dyx3v1q0bK1eutHKV9F9mNBo5duwYTZs2xdfXt1xbztoETAV6fEc1rvIE/diWv8hLT2PAw0/ZdfX83PEskmNy6HVXE1zcLW+kPpe0mOKSs7RpvQCt1sXiOdejzMxMhg0bhoeHB6tWrcLT0xODwYDXsKEEPfusTd/HdxNSOJxfhLfKAj414dfYX9mfup83eryBRlGxfpSbDFvfg+YjoOUdlw8LIXhn3UmaBHvwSO+Gqu795urj7IzLxMnBwn1NJlg3DXKTYKB9q9pKkiRZonaT6MyaHoik3tdff43BYKBjx47ljhuNRn7//XdGjhyJRqNBiPLBtnq9ecERe6ewk/69jh8/TlFREW3atCl33KQzUrj7Ai5N/ar886QrLmL3bz8S0qgJ9Vu1tcNo/1G3mR8DHmxOow5BFtv1+hzi4z8kIOBmAgL62vXeNclgMHD33Xdz/vx5tm7dSt26dQFw8PUlbJZtDza3Z+fz7flMHqgTQEO32nmDUmwoZm70XDoEd2B4Q5Xx3ds/BkMJ9HsVrvjZUxSFheM7kVustzzhvsqK6GT+PJHGlMFRBHlaeP2xf8D5A3DbZ+Dqa94uSZJkZzZtElUUpZ+iKE9e/OhXU4OSrDOZTCxYsICXXnqJ6Ojoch/33nvv5c2iQUFBnD9/vty1Bw8evPx5o0aNcHJyYufOneXO2bVrV82/COmGI4Rg586d+Pv7m6dW3JuCKDHi0bXqccvRf6whPyOd3vc8aNc3jcIk0GgUmnQOQaO1/OvOYCggwL/fDRfaMmPGDDZs2MC8efPo3LkzhvR0zk54iNLYWJv6uVCq46GjiTR0c2ZKg5AaGm3l3t/3PlklWTzT/hl1PwNpJ2HvAmh/PwT88zNZojcihCDcz42WdSznur9Skc7A22tP0ibch4k3WdjDYzLB9o/AIwTa3GXDK5IkSao6VSvoiqJEAMuBNkAGoAD+iqIcAkYKIRJqbIRSOevWrePs2bM88sgj1KtXvojrAw88wIABA0hMTKR///7MmzeP22+/nfr16/PFF19w5swZ/PzKMjO4u7vzyCOP8MorrxAcHEyTJk345ptvOHHihNwkKpkRQhAVFYW3tzcazT8TXWEwkb8lCacG3jjVN889rZaLhyfNevaxa95zfamRn2bvpeuIhkS2tf4z7epal1atPrPbfa+FtWvX8uabb/Lggw8yYcIEAC7MnEnRvn2gIsTtSouTMykxmfimVSTetZRWMV+XT1J+Evc2u5d2Qe3UXWTSQ4NecPP0codf+PkwOoORL+7toGqiP39LPBdyS/jk7nY4WnoTd/RnOLsThswBraw1IUnStaH2t/FXQCkQJYSIBVAUpQmwGPgSGFAjo5PMzJ8/ny5duphNzgF69+5NYGAgCxYsYOrUqZw5c4YxY8bg6OjI448/zujRozl9+vTl89955x1KSkoYO3YsGo2GsWPHMn78eP76669r+ZKkG4BGo6F3b/OKiUUH0zDl6fAa3aRaK9+tbx5E65sHVWeIZk7suEB2ShGunpazmAghiI//gKCgW/D0vHE2R8fGxjJ27FjatGnDZ5+VvbEoOnCQgj//IvDZZ3Bu0MCm/qY2CGF4kA+Rbs6Vn1xDPJ08+bz/5xiFUf1FIa3gvt/KHdoae7EC6M3q90JM7BVJVIin9UJGjQeWhdB0ekj92CRJkqpJ7QS9J9Dz0uQcQAgRoyjK08DWGhmZZNGKFSustmm1WlJSUi5/vXTp0gr7cnV15csvvyyXQ71fv340aaIy77D0n5Cfn09iYiItWrQot3oO4NzYF+9bG+Dc0KdKfRfl5RK/fw/Ne/dDo7Hf5kST0cShv84S3MCL0IaWwxyysreTeGYeTk7+N8wEvaCggOHDh6PValm+fDmurq4InY7U2bPRBgTgd5+KipsXFRtN5BqMhDg70tzDtQZHXbF50fMY3mg4dTzq4KCo+JNUkF4WctJzMrj7Xz5cojfy8vKjRPi78XifyjeGCiHQGU14ODtwSysr4VlCgKsP9Hpe3YuRJEmyE7Ux6OexXN7DBKRYOG6Roii3KIoSrShKqaIoiYqiqAr6VBSll6IoGxVFKbj4sVdRFHVb8yWrjhw5wjfffENMTAxHjx5l6tSpbNq0iYcekitF0j92797Nr7/+Sk5Ojlmbg48znjfVRdFUbfV838pf+ePLT8m+cL7yk20QszeVvIwS2g+sb7HdaCwlJuYNXFzqUqfO3Xa9d00RQjBx4kROnTrFDz/8QIOLK+UZX31FyZEjhLzyMhq3ytMJXvJBYgq995wkXWe+efxaOZJ+hC8OfcHvcb+rv2jXXNg1D7LLR1Z+ujGWs1lFvDWyleUKoFdZfyyFAR/8zdlMK2kVs+Lhyz6Q/q9KVCZJ0g1C7Qr6K8BHiqLcfyneXFGUBsAHwMtqOlAUpSOwAngfuBvoAnyhKEqREOKLCq4bDPwCvAM8CxQBzS7+V6oGRVH4/PPPefrppzGZTDRt2pTly5czZMiQ2h6adJ0wmUwcPHiQqKioy/sXLsn76yxO9TxxaVy1rBYlhQUc/nMdjTp1xb9OuD2GC4DJJNi/9gz+dT1o0DbA4jlJSYspKjpNm9ZfodHUXmiHLT788EO+//57Zs+ezc0333z5eMDEibi1b497t26q+zqcX8S8c2ncGeJHoFPtxFUbTAbe2PUGga6BjGs2Tt1FBemw5ytoOhTq/pPFqkRvZPmBZEa2q0P3hpb/n1+pRG9k1uoTuDs5EOZjIWuLELD6OciIASd3tS9JkiTJbqxO0C8WI7py1TwMOK0oSvrFrwOB4ovH/6fiXpOBvUKIaRe/PqEoSgtgKmBxgq4oigaYB3wihHj9iqbTls6XbNOyZUuZtUWq0NGjRyksLKR169bljhuyS8j78wyevcOrPEHft3I5pUWFdLl9jD2GepmiQJ+xURc/N1/Z1+uzSTzzOf7+fQkIuDGSUW3evJkpU6YwcuRIpk6dCoCpqAhDVhZOdevaNDnXmwSTT57D39GB6Q3DamrIlfrm2DecyDrBe73fw8PJQ91Fm94EfTHc/Fq5wy6OWv58rjd6g6UHvebmb4knKbuY7yZ2xcHixtBfIG4jDH4HvOuoG5skSZIdVbSCfnVxourqAXx91bF1wPOKotQVQiRZuKY90ABIUhTlb6ApEA+8I4RYbukmiqI8DDwMEBgYyObNmy0Oxtvbm/z8/Kq8DukKJSUlVr/H0o0vOjoaV1dXUlNTSUtLu3zc/5SCj1A4IhIxbE40u66goKDCnwtdfh7HVv6Cb6MoTpw5x4kz52pg9BB7wfyYEKUI0ZfsrA43xM9uWloajzzyCHXq1OHBBx9ky5YtAHgtXYrjqVNkzphhU+aWFcKZo7gyiUKit2+roVFX7ILuAp9d+Iy2bm1xSnBic+LmSq/xzYqmzeFFnKs7jLijyUAyAEn5JkLcFRxUhlllFJv4bGsxnUO0lJ47wuarfvQ0xlI675mG3qMB+4sbww3wM3Klyv7tSZJ0Y7D6W70GihOFYh6vnnJFm6UJ+qU48zeAKcA+YCjwi6Iog4QQG66+QAjxJWWZZYiKihJ9+vSxOJgTJ07g6elp40uQrubi4kK7dirTokk3FJ1Ox/Hjx2nXrl25DC5Cb+LC37txauFNzyHNLV67efNmrP3bA0iNP01avQhue3YqXoGWCwhVxdEtSWRdKKLH6EZoreQ9L2PfjDE1paioiO7du2M0Glm/fj1NmzYFoPjwYRK378B/4kO06t/fpj43n07mlmIdU+1cEMoWJYYSzkefZ3yL8fi7+ld+AUBeE/DOI7z3VMIdysKSsgt1PPfBFnpHBfLBnW1VdTN7zQkctGf44P5e1PW1ELO/41MoTcdlzNf0iTTPXHS9q+zfniRJN4baSXprztpzyUs7fRYIIRZc/DxaUZSuwFOA2QRdkiT7cHJy4tFHH8VoLJ/6ruhwOqYiAx7dqh4eERzZiHve+tCuRYl0JQb2rE7EJ8gVjZXV1HPnFuPo6EtIiMpKlbVICMHDDz/M4cOHWbVq1eXJuam0lNQ5c9B4e+P/yKM29/tKZBiFRhvSGdqZwWTAxcGF5zo+Z9uFXmFmoS1vrTlBbrHecoEhK6YNacqYTuGWJ+cAnR+GOh2hvvqwIUmSJHuzusSkKEqMoih+Fz+Pvfi1xQ+V97oAXF2mLvjif61lgrmU2uH4VcePAZbTM0iSVG16vR6dTodGo8HRsfwmQkWj4NzEF2cr6Qsrc2jDGkqLiuw6OQc4uOEsxXk6ut/RyGLfJSXniT39Njm5++x635ry6aefsmzZMmbOnMktt9xy+Xjml19RvG8/wS9OQ+uhfgPjkuQMjhcU46BRaq0gUXRaNLevuJ343Hj1F+lLYMWTcG5PucO74zP5aX8SD90USbPQyotkmUyC1LwSFEUhMtBKzLvRAA7OcnIuSVKtq+gZ8DKg5OLn31782tqHGtsxf648GDhjJf4cykJaioGoq45HAYkq7ytJko327t3Le++9ZzG1olu7IAIfbFmlCXZqQhx/LpjHsc32ffhlNJg4ujmZiNYBhDSw/MYhPv4jQCGi/mN2vXdN2L17N8899xzDhw/n5Zf/SZQlhECfdA7PwYPxGTFCdX/ReUW8GJvEV0nplZ9cQ/J0eTy35Tn0Jj2BrjZUK97xKRxcCoUZlw8VlBp45bej1PFx5ZmbG6vq5ucDSfR5dzOnUqzsPcpOhI9aQtwm9WOTJEmqIZXGoF/MpPITcFYIUVCNe30I7FAU5U1gKdCZsjCVSZdOUBTldmA2cLMQIlkIUaAoyqfAE4qiHAL2AsMufsjqpZJUA4QQ7N27l+DgYHx8fMq16ZLycQxxR3FQW0KhvJ0//w8HJ2ea97q58pNtcHLnBUoK9bTqbTnjRkbGJi6k/EK9ehNxcam9zCVq5OTkcNddd1G3bl0WLVpUrjiUoiiEvfMOwmRS3Z9JCF6NTcbHwYGZjWovI8nbu98msziTpUOW4umkcv9P3gXY+h40uw2a/vMUIT2/FA8XB14b1hxXp8pznheUGnh3/SmahnrSJNjK6vmmt6A4GwJkoTZJkmqfmuecAogGmlON9IZCiL2KoowA3gKepyys5eWrcqB7U7Y6fuUz9ZeAUuA9wA84AYwUQmys6lgkSbLu7NmzZGdnl9sYCiAMJtIXHMWtdQC+I9WtWl4p/Wwicft20/3Oe3DxUJlWT6V6LfzpdGsE4c3Ny7UbjUWcPPUq7u6NaRg5ycLV1w+TycS9995LUlISW7duxdf3nxSWpXFxCKMRlyZNUDTq3yAtu5DJ3rxCPm5aDy8H+1VrtUV0WjQr41fycOuHaRXYSv2Ff80EkxEGlM9Z0CDAnV8f6676Kc7cTadJzy/lq/s6Wr4mcRsc/gF6TpJpFSVJui5U+lteCCGAOMomx9UihFgthGgjhHAWQtQXQnxwVftiIYQihEi84phRCPGaEKKuEMJNCNFBCGG93v1/QHFxMa+++iqNGzfG1dUVf39/OnXqxCeffFLbQ5P+BQ4ePIijoyPNmjUrd7z4WCaixIBLC5VZN66yf/VvODg703bQUHsMsxxPPxc6D4u0OPnSaFxp1PAFmjV9+7ovSvTBBx+wevVqPvroI7p27VquLf2TTzkz7j5MOp3q/oqNJt5NSKGrtzt3hlQtX709LD+9HD8XPya0nKD+ovMH4dB30P1J8PtnE+jKQ+fJLChVPTk/l1XE11sTGNmuDm3DfcxPuBTj7tsAek1RPz5JkqQapHan0HTgHUVR7hVCJNfkgKTKPfbYY2zatImPP/6YNm3akJeXx8GDBzl79mxtD026wZWUlHD06FHatGmDs3P5yWzBzvNo/V1waWT7RE8Igb60lFZ9B+LqYb/0pkIIdvxymkYdgwmOsLxRUFGUGyJry4YNG5g6dSp33HEHjz/+eLm2on37yF+/noDHH0Pj5KS6TwFMqBNINx93u2/KtcWMbjNIa5OGm6OVzCmWBLeCQW9B+/suHzp2Ppdnvj/Igz0a8MpQyyk+r/Z3bDpODhqmDG5q+YS4vyA7Ae75GZxsGJ8kSVINUjtBf5OyiqFnFEVJBQqvbBRCyKC9a+i3335j1qxZjLhik1ibNm3Mzvv+++95++23OXnyJCEhIYwcOZI33ngDd/eyzA99+vQhMjKSoKAgFixYgE6n48477+TTTz/F1dX1Wr0c6Tri4uLCxIkTcbpqEqhPKUSXmIf3LQ1QtLZP9BRFYdizU22KnVYj41wB0X+ew9Pf1eIE/VTMTJydQ4io/4hd72tv8fHxjB49mubNm7N48WKzyXTGF/PRBgbgP3Gi6j5NQuCm1fBMRHDlJ9eQYkMxuaW5hLiHEOxuwziEAK0DdHui3OFZq07g6+bEE30bqe7qni71GdIyFD93K29smt4Kj2yFEBtCbyRJkmqY2gn6MqznKv9X2X9grNmx4KBbqFv3XozGYqIPmT+iDQ0dSVjoKHS6LI4cfdKsvW6dsQQHD6Wk5DzHjj9v1t6h/f9sGmNoaCjr1q1j7Nix+PlZjjxavHgxkyZN4pNPPqFHjx4kJSXx5JNPkp6eztKlSy+f9/PPPzNmzBi2bt3K6dOnmTBhAm5ubjJc5j8sONh8IlV8LBMcFNw62D7Z05eWUJCdhW9ImE2x02oc23YeB0cNTTqbjysnZx9JSUuIiHjCwpXXj9LSUu688040Gg2///47HlfF5xcfOULhtm0EPvM0GpVvnDN1Bu6IPs2bjevQw7f2CrLNi57HLzG/sPL2leoLEgkBP46DlndAi9svH94Wm8HO+ExeG9ocX2uT7atcyC0m1NvV+uQ8KwH8GkBoa3VjkyRJukZU/bUUQswQQsy09lHTg5TKW7BgAUeOHCEwMJDWrVvz8MMPs2LFCsq2C5SZMWMGs2fPZty4cURGRtKrVy8+++wzvv32W7Kzsy+f5+fnxxdffEGzZs0YNmwYs2bNYv78+RQWFlq6tfQvdvbsWX755Rdyc3PN2jz7hRPybAe07o4WrqzYsS0bWfjsI2Qm2TcES68zcnp/Kg3aBuJy1biEMBETO+vi6rntxXyupRdeeIH9+/ezcOFCGjRoYNZeGheHY506+I67z8LV5oQQTIk5R3xRKX61lO8c4GjGUZYcX8KgBoPUT84BTq2FEysh959oyhK9kVdXHKW+vxtju9RT1c1fJ1LpNnsjvx86b/mEk6vh0/YQv0X92CRJkq4RVb+9FUWJBzoJITKvOu4DHBBCqC/jdp2raDVbq3WtsN3Jya/CdheXMJtXyy3p0aMHcXFx7Nmzh507d/L3339zxx13MGTIEH7//XcyMjI4c+YMkydP5vnn/1mxvzSBP336NJ06dQKgc+fOaLXacn3rdDri4uJo3VquKv2XHD16lBMnTjB0aPlNnEIIFEXBIcD2sCdhMnFgzQpCGjbGr064vYYKwIH1ZygtNFhMrZiS+jv5+Udo3vx9tNrrN674559/5tNPP2XSpEnlQtau5DNiBN633oriqO7N0e7cQlan5/JSZCjNPGonVE1v1PPq9lcJcAlgcofJ6i806mHzW+AbAV3+eWOVVaijU4Qvt7Wpg4tj5ZloDEYTs9eeJDLQnSEtr66PB+iKYO00CGwK9burH58kSdI1onZ5JQKw9FvRGahrt9FIqjk4ONC9e3e6d+/Oc889x7fffsu4ceP4+++/L5cE//jjj+nbt6/ZtXXrWv9fduUqvPTfkZ+fT3R0NFFRUWabQzO+OoJzE1+8+tg+wT6xbTPZF5IZ+uxUu29SdPdyolmPUEIb+ZQ7bjLpiYt7D0/PVoQE32bXe9pTTEwMEyZMoHPnzrz99ttm7ca8PAq3b8dz8GDVk3OdycTzp84R7OTAhLoB9h6yaj/H/szpnNN80vcT9TnPoSxrS8oRuOPrshj0i8J8XJkzynyfjTW/HkjmdFoBX9zbHkethQfF2z6E3LMwfg1obX8qJEmSVNMqnKAritLrii+7KYqSfcXXWmAgcK4mBibZ5lJKvLS0NHr37k14eDinTp1iYiWbyvbu3YvRaLy8ir5z506cnJxo2LBhjY9Zun4cOnQInU5Hnz59yh3XncunND4X11a2T/YMej3bf1xGUERDmnTpYaeR/qNlb8tvNDUaR1q1/AxF0VBWZ+36U1xczKhRo3BycuLHH38025QLkP7RR2T/8CORUU1xjjQPfbFkT24hp4tK+apFBO7a2sl5DnAu/xydQjrRJ7yP+ov0JfDX6xDepSz+/KJvdiTSvp4vreparhB7tYyCUt7fcIo24T4MamFh9TwzDrZ/BK3uhAj7/1xKkiTZQ2Ur6Jsp2xwqgOUW2guAxy0cl2pQ7969ufvuu+nYsSOBgYGcPn2al156CR8fn8sr5m+++SYTJkzAx8eHESNG4OjoyIkTJ1i7di3z58+/3FdmZiZPPPEEzzzzDPHx8bz66qtMnDjxcqYX6d+vtLSUnTt3EhERQWBg+RLsBbsvoDhpcGsXZHO/qfGnKcrJZsBDj9t1c6i+1EjC4XQadQhGoym/Kn8pHMfbu63d7mdvQgieeOIJjhw5wpo1a6hfv77ZOYb0dHJ++RWfkbernpwD9PT15Oe2DenuY99CULaa0mkKeqPetqcmDs4wejE4e8HF6/afyWLGymM82KOB6gn6sfN5GIyCWcNbWr7/+YNl9xj4hvqxSZIkXWOVTdDDAQU4C7QH0q9o0wEZQsZEXHNDhgxh2bJlvPbaa+Tl5REUFESvXr1YtGgRAQFlK53jxo3D09OTd955h7feegsHBwciIyMZOXJkub5GjRqFp6cnPXv2RKfTMXr0aObMmVMbL0uqJUIIOnToQOPG5auDmooNFB9Kx61tEBoX2zcb1olqxsR5i3D1tJyfvKoO/XWO3b/H4+XvSkhk+UnbqVOvoigONGkyvVbzfldk4cKFLFq0iNdee40hQ4ZYPCdzwdcIgwH/hx5S1acQgjMlOiJcnelZi1lb1sSvIcwjjLZBbXG0NXREUSCi5+UvTSbBK78dI8zblUkD1Gfy7d0kkO3T+lmPVW81CqJukTnPJUm6rlX4V/eKokTX53Pi/6hp06Yxbdq0Ss8bMWKE1Y1nl2g0Gt59913effddO41OutG4uLjQr18/s+NF0WkIvQn3rqE296krLEAIgZuXulVPtYwGE8e2JVO3qa/Z5Dw//wTJ578nPPyB63Zyvn//fp544gn69+/Pa6+9ZvGc0oQEsv/3P7xvuw0nC6vrlqxKz+Xx42dY0b4R7b1q5+lXRnEGs3bNonVQa77o/4VtF+9bCKnHygoTOZTtgfj1YDInLuTxyd3t8HCu/A1iid7I+mMpDGsdZnlyLgQk/A0NesnJuSRJ1z1VE29FUQYoitLjiq8nKoqyV1GUxYqi1N5yjSRJ1XL69GlOnDiByUIBIacIb7wG1cepjm3hEga9npO/LGPjIhsnaSpE/3mWgqxS2vY3T7UXH/8BDg5eNIgwr0VwPcjJyWHUqFEEBgby3XfflcuedCVjVhZOkZEETZ6kqt98g5EZp5Np7OZMa4/am3h+cegLig3FPNfhOdsu1BXCxjch7SRoy2LxDUYTH26IoU1db4a2UvcG8bONp3nm+2gOnsuxfMLJ1bDktrIUjpIkSdc5tc+t5wAzABRFaQLMBb4GbgLeBa7vRMOSJJkRQvDHH38AXM78cyWnUHecQm1fjT25bTP6wnwatu9c7TFeyaA3Ev3nOeq39Kd+y/J5tbOytpORuZHIBpNwdLTvqr09CCGYOHEiSUlJbN269XIomiVuHTrQ4Lflqp8CfH4ujeRSPV+0iMBBUztPDs4XnGd57HKGNxpOY9/GlV9wpQNLoCgDbn71cuy5RlG4s2M4Let4me0zsCQ2NZ+vtyVwa+tQOtT3NT/BaICNs8C/cVl4iyRJ0nVO7QS9IXD04ue3A38KIR5TFKUb8FONjEyqcZs3b67tIUi16PTp06SlpTFixAizyWDBngs41fG0efXcZDKyZ8VPuAYEUb9Ne3sOl6JcHe7eTrQbYGH1POFjXFzqUK9exVmLassHH3zAzz//zJw5c+jatavFcwzZ2eT8+BN+D4xHYyGriyXHC4r5/GwaQwO96eRdexu73937LlqNlkdaP2LbhSW5sGk21OsO9f75vmg0Cs/0VzfRL9Ebef6nQzhqFV6+pZnlk478BOknyjahamuveJMkSZJatvymurQZtDfwx8XPkwEbSsRJknS92L59O15eXrRs2bLccWE0kffnWZzqeBBwfwub+ozZtZ3sC+eJHDjM7nHgXgGu3PlyZ4srqi1bfERJ6QW0WmcLV9auXbt2MW3aNG6//fZyhcOuJIxGzk+ZSuGOHXj264tzY3WT0x05BYQ4OzKrce2Wo+hXrx9N/JoQ6mHjfoUDS6A0FwbPBso2hk795TD9mwdbTpFowdfbEjiUlMsX93YgzMdCYSYhYPvHENQcmg23bXySJEm1RO0E/TDwmKIoK4F+wKW/MuGUz+wiSdINICUlhcTERAYOHIiDQ/lfA8XHszDl6XAfoW6CdKVjm//EN7QOPpHqs26okZFUgIevMy7u5TODlCWREri4hOHiEmbXe9pDVlYWY8aMITw8nIULF1p905K74ncKt24l6IUXVE/OAR6qG8iEOgG1tin2UlrLYQ2HYTQZbe+g2W2AAmFtAfh+7zl+2p9Em3Af1V20q+fDI70iGWypYihA3nnQFUCfF8GO6T4lSZJqktoJ+jRgBTAZ+FoIcfzi8WHA3poYmCRJNaeoqIigoCDatm1r1lawIxmttxMuTf1s7nf486+Qm57Kkdg4O4zyH5uXnUQIGD2tY7njWVnbOHvua6KazMTNTV3Gk2tFCMGjjz7KhQsX2L59Oz4+PhbPMxUXk/7xx7i0bo3fgw+o6ntfbiGnCksYG+pXa5Nzg8nAoxseZUTjEQyNHIpWU4XCSL71oXvZpt4inYHPNsbSvp4P93QxD2OypnvDALo3rKCQlncdeDqafx4CS5IkXf9ULScIIbYBgYC/EOLhK5q+Ap6oiYFJklRzIiMjeeyxx3BzK5/1Q59aiC4hD4/udVBs3HCoLy3BwckJ/zrh9hwqGUn5pCbk0ah9+WJJRmMxMbFvUFgQg4uL7akga9pXX33FTz/9xMyZM+nUqZPV87KWLMWQmkrwlBdUTbaFELwed573ElMospB951pZfGwxu1N246BUIaZbCFgzBZL2XT40fcUxzueW8OItzVR9H5YfTGL6iqOU6CtYuT+7C3RFZXHntuZllyRJqkWqn/cJIUxCiJyrjsUJIVLsPipJkmrMyZMn0estV3k0ZJei9XHGrYNtlUMzk8+x8NlHyDh3xl7DvGzXingcnLU061F+Ep6Q+BlFRXE0az4HjUbdpspr5eDBgzz99NMMHDiQqVOnVniu5839CJw0CbeOHSs875K1GbnsyS3k6frBuFtJ1VjTYrJjmBs9lwH1BzAoYpDtHcRvgj3zIe0EAHsSsvhpfxJP9m1Ep4jKn9yU6I28ufokh5NzcdJa+TOWfQa+vQPWVfz9lyRJuh5ZXfpQFOVLYLIQouDi51ZdtaouSdJ1KiUlhe+//54BAwbQo0cPs3bXpn64TOlk8+r5jh++RVdchJu3j51GWiYntYgzRzLpPKxBufjzkpLznD37NSHBI/D361lBD9debm4uo0ePJiAggG+//RZNJXHPzo0a4dyokaq+9SbBrLgLNHZzZlxo7ezP1xl1TP17Kl5OXrzS9RXbQ2yEKMvc4hkGre8EoHMDPxY/0IkejSoIVbnCx3/FklFQytyx7SynYTSZYOUzZffq9YJt45MkSboOVPRssvEV7RXtWpKBfZJ0g9i3bx9ardZi7LkxT4fGw9HmyXn62URidm+n6x132b1yaOKRDDQOCs17lt8AmpT0LQANG9pYFKeGCSF44oknSExMZMuWLQQGBlo9tzQ+gcwFC/Cf8CDODRuq6n9BUjrxxaUsadWg1nKe/3X2L07nnGbuzXPxc7F9nwIx6yFpDwz9CBycScsrIcjLhT5R6p7aZBSUsnh7Ire1CaNLpJU3KVvfK1ulH/oh+KiPZ5ckSbpeWF3aEUL0vRTScvFzax/mNcKlayI1NZWnnnqKiIgInJycCAwMZNSoUURHR6vu46GHHqJPnz41Nkbp+lFSUkJ0dDStW7fG3b18zmwhBJlLj5Px9RGb+hRCsHXZIpxcXWl/i/1T2LXtX48J792Eu3f59ImRkc/Qru2S6y5zy7Jly1i2bBmvvvqqxScUV0qdPZuCjRvRuKvPX97Mw4WJdQMY4O9V3aFW2ZAGQ1h1+yp61e1l+8UGHWx8A3wjoN29bDqVRs85m9gdn6m6iw82xKA3mniqn5WnDplxsPV9aDESOqjbdCtJknS9kTmnblDnzp2jY8eO7Nixg88//5zTp0+zevVqHB0d6dq1K+vWravtIUrXmZ07d2IwGCxuWNSdyUN3Lh/XlupCDC5JPnmMhOj9dB99L64envYaKgDF+ToAnFzMH/RpNM74+tq3Uml1JSQk8MQTT9CzZ09eeeWVCs/N37yZwq1b8Rs/HscQ9eks+/h58UbjurWSucUkTMTllGXnqe9VxYw5JgO0GgWD36HIqPDK8qOE+7rStp6P6i6e6NuI90a3oXGwlZ83RYHIPjDorcuVSSVJkm40lU7QFUVxURTlFUVRDiuKUqAoSr6iKNGKokxTFOX6qwryH/HEE0+g1+vZtGkTQ4YMoV69enTu3JnvvvuOfv36MX78eIqLiwH4888/uemmm3Bzc8Pb25vevXsTFxfHjBkz+Prrr9myZQuKoqAoCosXL67dFybVmLS0NBo1akRYmPmqc9GBNBRHDW7tg23qs07TFoycNoN2g4faa5gAFOaUsuSVnRz9O7nc8eLic+zcNYiMjE12vV91lZaWMmbMGBRFYcmSJWgr2LxpKikhdfZsnCIjVadVPF1Uwltx58k3VCHXuJ38dvo3Rv4+kiPptj1lKcfJDXpOgqjBfPRnLMk5xcwe2Rpnh8o3uwohMJkEdXxcGdGujvUT/SJh7A/gdf1l9pEkSVKrwvxYiqJoKasa2hVYD6wGFKAl8AYwQFGU/qKsWsi/wu0HY82O3RbkywN1AigymrjnsHl+5zEhftwV6k+mzsBDxxLM2u8PC2BEsC/JJTqePGGe5WJ5O/WFSQCys7NZvXo1M2fOxMvL/FH3iy++SK9evdiwYQNubm4MGjSIp556is8++wxnZ2e2b9+OXq/n+eefJzY2loSEBH799VcAvL3tG0MsXT/GjBmDXq83Oy70JooOp+PaMgCNs/qsIJeK1DRopy77iC32rU3EpDcR3qx8jPPpuHcpLT2Ph0eU3e9ZHVOmTGHv3r0sX76cBg0aVHhu1tKl6M+cJXzBAjRO6rLPvBV3gS3Z+UwMD8STa5+5JS4njtm7Z9M2sC0tA1pWfoElO+eBVxi0GMGx87l8vS2BuzqF07mBujj2H/aeY+Xh83xxbwc8XSykTCzOhi1zoOMECFC36VaSJOl6VVkC2/FAK6CTEOLQlQ2KorQFNl48Z1ENjE2yIjY2FpPJRIsWlsuwXzp+6tQpfv/9d4YMGcJHH310ub1p06aXP3d1dcXJyYkQGx6zSzeeoqIi3NzccHQ0n9iUxGQjSoy4tbctteJPb7xMg3Yd6TRspL2GCZRlbjm+9TzNe4bhHfhP6fb8/BOkpa2hfv1HrqvY8x9//JFPPvmEZ555hhEjRlR6vu/dY3EMCsKjZ8Ux6pfszClgTUYuUxqEEOh07XN5CyF4adtLuDq4MqfXnKqF1yQfgD9egZYjocUI9p/JJsDDiReHNFN1eU6RjjnrT9Ew0B0PZyt/tnZ8BrvmlcWeS5Ik3eAqm6DfCcy+enIOIISIVhRlDjCGf9EEvaLVbDetpsJ2fyeHCtvruDjZvFpuSWUPLK78A7p//37efvvtat9TunGlpqby5Zdfcvfdd9PIQjo/l2Z+BDzYEueGPqr7TD+byLljh2nYwf5x4PvXJaJoFTreGlHueFz8uzg4eFK/3vWT1TU2NpaJEyfStWtX3n333QrPFSYTQq9H6+GO93B1G2qz9QaePH6GOs6OPBJuPSNMTdp8bjPHM48zs/tMgt1tC4ECylIdbngNnDxgyBwA7usWwR3t6+JubbJ9lddXHie3WM/M21pafoOQnwq7v4DmIyDcelEoSZKkG0VlMeitgD8raN8AtLbfcCQ1GjdujEaj4ejRoxbbLx2PiioLA6itUuDS9eHo0aMYjUaCgy1PrhSNgksTX5vSK+76+TucXN1odlNfew0TgJJCPbH70mhxU1i5zC35+cfJzNxC/XqP4Oh4fYRhFRcXM2bMGBwcHPj+++8tPp24Uv66dcQNGYI+ObnC8670ZtwFUnV6PmlWr9aKEmWXZtPSvyW3Nbytah2cWAmJW+HmV7mgd2VnXFnGFrWT8y0x6fx6MJkn+jaieZiV7DVrngOjHm5+rWpjlCRJus5UNkH3AyqqFJpy8RzpGvLz82PIkCHMnTuXvLw8s/a33nqL4OBgBgwYQIcOHVi/fr3VvpycnDAaa2/jmVSzdDode/fupWnTpnh6mme9yP41lryNZ23qsygvl9P7dtOq30C75z13cXfkgXd60OnW8nHcHh7NaNd2CeHh99n1ftXx9NNPEx0dzTfffEP9+hVnNRFCkLloMYqjIw6h6jcvTo4I5oOm9ejha98MObYY2Xgky25dhoNG3YS6HCFg24cQ0ATR4QFe+vUIDy7eS3ahTnUX3+xIpI6PK0/2tRJXfmJl2UffF8FfXT55SZKk611lE3QnwFBBuwG49kGREnPnzkWr1dKvXz/WrVvHuXPn2Lt3L2PHjmXTpk0sXrwYV1dXXn31VdauXcuzzz7L4cOHOXXqFIsXL+bUqVMANGjQgJMnT3Ls2DEyMjIoLS2t5Vcm2dOxY8coKSmha9euZm3GvFIK96ViKq7on7iFPrf8hclooEXvm+01TACESSCEwNnNsVzVUCh7CuTn1wOt1s2u96yq7777jgULFjBt2jSGDq08g03++vWUHDmC/4MTUCqpLAr/hLGFuThxZ0jtrIEcSj/E8tjlAGiUamTk7fcy9JnGisOpbDqVztTBUfi6q9scC/DJ3e1Y9EAnnBysjCHiJujzEnR7qupjlCRJus6oWRJ5RlGUQittHvYcjKRe/fr12bdvH7NmzeKRRx7hwoULeHl50bt3b3bu3Em7du0AGDhwIGvWrGHGjBnMnz8fJycn2rdvT69eZUVGJkyYwKZNm+jevTt5eXksWrSI8ePH1+Irk+zp4MGD+Pv7W1zhLdidAiaBRxfb0tFdijsPrF9xthJbxe5P5dCf57jl8daXw1uEMBEd/QBeXq1o2PB5u96vqhITE3nsscfo1q0br7/+eqXnm4qKSJn1Ji4tW+Iz8nZV91hyPpOVaTksbNUALxUpCO3NJEzM2TuHpPwkbom8BWdtFTLqClGWh7xRf/JL9Lz5/hZa1/VmXLcIVZcfTc4l8uKm0CbWcp4LAa4+0Geq7eOTJEm6jlU2QT8LjFVxjlQLQkNDmTt3LnPnzq3wvEGDBjFo0CCLbX5+fqxZs6YmhiddB26//XZyc3PN9iEIISg6mIZzYx8cAlytXG2ZX1hd/MLq2nOYmEyCfasTUTQKbp7/rK6mpa8jK3sbISFVjH+2M6PRyLhx4zCZTHz77bc4OFS+xpG3bj3GjAzqfvoJSiVx6gDFRhMfJKZQ39UZT23t1JLbdG4Th9MPM73b9KpNzgF+fxI8Q6HfK8zfEk96filfjuuAVsVeh8JSAw8u3ku7ej7MH2cljWfyAVj1LNyxUKZVlCTpX6fCvy5CiIhrNA5JkmqAr68vvr6+Zsf1SQUYs0rw6hOuui9hMrFpyVe07DOAoIhIew6T0/tSyU4pYtDElpc3qwohOHt2AW5ukYSEjLDr/apq1qxZbNu2jaVLlxIZqe574H37CJwi6uN28alWZeaeTSNVZ+CLFhG1ssG7xFDCnD1zCPcMZ1jDYVXrJHEbHPwWek4GINjLmfu71addPfOfRUvmb4kjLb+UR3pbiSk3mcom5wVp4G5b9VtJkqQbQe0sz0iSVKPS0tJYsmQJmZmZFtsVFy3unUJwbemvus/4g/s4uHYlmefMi21V19G/k/EOcqVhu39SCWZk/Ele3iHq1h1HWc202vX333/z+uuvM27cOO69915V1xjz81EUBbf27VWdn67TM+9cGkMDvenmUzsRhN+d/I7zhed5teurVVs9N5lg4yzwDKW0+2SEEIzrFsHM4eoKHMWlF/D5ljiGtQmjvbUJ/YHFcOEQDHijLMRFkiTpX0ZO0CXpX2jnzp2cPXsWV1fL4SuOgW743tEYjZv6Pd77Vv6KZ0AgTbrdZK9hApCakMeF07m0uKnOFavnJmJiXsfDPYqw0Dvter+qyMrK4p577iEyMrLSkLJLio8cIbZ3Hwp37lR9n3cTUjAJwXMRtVc4rE1gG+5pdg9dQ803FqtyfDmc3Qm9XuDtv87y/d5zldZuuMRgNDHph2hcHbW8equVIkbZifDHq2WbQ1uNqtoYJUmSrnNVyJslSdL1LD8/n8OHD9OuXTvc3MyznhQdSsPB3xWnuupT92UmnSPpxFF63nUfWhVx17YIqOdB77FRNOn8T552RdHQvv33mEzFaLUudr2frYQQTJgwgdTUVHbu3GkxXaUl6Z98isbFBZdW6ktFzGhUh5HBvjTzsG1fgD0IIVAUhfbB7WkfrG7F34zJBJtmQ2AzdvgMY9Eve7mrUzh3d66n6vKcYj2+bk48OLwBQV5W/r/v+AwMpTB8btkmVEmSpH8hOUGXpH+ZvXv3YjQa6datm1mbqUhP9i+xuLYIwG9MlOo+961ajoOzM61utrzZuDq0Wg0te9W5/LUQJkDB1bWO9Yuuoc8//5zffvuN999/nw4dOqi6puTECQq3biXgqSfRerhXfr7RhFZRcNNq6FpLoS1fHfmKzOJMpnSaglZTxZAijQbu+Yniglxe+uEYDQLcmT6sherLAzyc+ebBzhWvuA9+Gzo+CL4V556XJEm6kckQF0n6F7lUmCgqKgp/f/P48qKDaQidCY+etk1+vYOCaT94mF0LEwkhWL/gKKd2l6+FduHCrxw8eC96fa7d7lVVR44cYfLkyQwZMoRnn31W9XVp772P1tsbv3HjVJ0/JyGFjjuPkamzLSe9vSQXJPPl4S/JLMms+uT80qTarwHvRDuSmFnE9GHNcXVS199fJ1I5m1kEWKl+XJQF+SmgdYDg5lUboyRJ0g3Cpgm6oiitFUW5Q1EUt4tfOytKdSpYSJJkbz179qRnz55mx4VJULDzAo7hnjjVsW2VtuvIMdw0drydRljm3IksTu9Lo7Ton0mpECbOnP0SvSEPBwcrZd2vkaKiIsaMGYOvry+LFy9Go6LAEEBpbCyFO3bg/9ijaL0qfw3JJToWJKXTx88Lf6faeag5Z88cNIqG5zo8V/VOds+Hb+8gOS2TZbvPML57BH2iglRdWqI3MumHaN5cc9z6SasmwZd9QFdU9TFKkiTdIFT9NVAUxQ/4FegFCKAxEA/MBfKAyTU1QEmS1HNycqJHjx4W20pOZmHIKMbv7qaq+8tLTyMlPpaGHbrYNfZcCMGu3+Lx9HOhRc+wy8dTU1dRVBRHi+Yf1EqKwSs9++yznDx5kj/++IOgIHUTTQDnxo1p8NtynBqoK+T0TsIFBPB8g9rZGLo3ZS8bz23kmfbPEOphW9Gqy0ry4O93IbApdYL8Wf54DxoFqX8TuGh7InklBu6zVsTo7C44/hv0eRGcro9qspIkSTVJ7er3e4ARiACuXL74GbB/UKokSTZLSEjg0KFDGI1Gi+3GfB2OIW64tlSfNzr6j9Ws+ugdivPsG25y5kgm6Wfz6TS0AVrHsl9DJpOB+IQP8fBoTnBwFfNv28lPP/3EV199xdSpU+nfv7/q60ylpQC4REWhcaq8nP3vaTn8mJLN4/WCCHep/Pya8MWhLwhyC+LeZupSR1q041NKC3PYEvUKAC3reOPiqC605XxOMXM3nebmpkF0b2gh7adRX7Z67h4E3Z6o+hglSZJuIGqXxAYCw4UQZ69a1YoB1G3PlySpRm3evJmcnBxatrScb9qjSyjunUIupzKsjEGn4+jmP2nYoTMefurzpVdGCMHulWWr5026/JO5JTX1d4qLz9K69ZfUZuTc2bNnmThxIl26dOH1119XfZ0wGEgYcTue/W8m6Dl1oSIr03Jo6+nGcxHBlZ9cQ2Z0n0FSfhIuDlXMlpOVANs/4k2v6Sz5PYt1kXk0DVEXniSEYPrvxzCYTLx8azPLT022fwRpx2HMt+CsPvOQJEnSjUztX0E/INvCcU/AZL/hSGqNHz8eRVGYNGmSWZuiKHz77be1MCqptly4cIEzZ87QuXNntFrzlUvd+YKyNHoqJ+cAJ7Ztpjgvl7aDhtpzqAB0Hd6Q3vdEob2ilH1Q0GCaNZ1NgH8/u99PLZ1Ox5gxYzAYDPzvf//D0VF9nvisJUvRJSTg0qqV6mu+ahnB8naNcFIZ325PJYYShBCEe4bTLcw8449qOz7lN0N3lqQ35OFekaon5wAmAY2CPHh+YBSRgVZCYnKTofkIaFa7T1UkSZKuJbV/FQ4Agy0cvx/Ybb/hSLZwdXVl7ty5xMTE1PZQpFq2detWXFxcaG+hYqU+vYi0Tw9SsDVZdX9CCA6sWUFgvQjqtWxjz6GiKAr1W/pTv8U/q/Imkw6t1o2wsDtrNfb8pZdeYteuXSxatIjIyEjV1xVHR5P2/vt49O2L54ABlZ6fqzdwprgsHMZVWztPC17Z/grPbHpGdREha062nsI0w8N0buDHlEHqU3cCaDUKUwc35aGbKvheD/sI7vi6WmOUJEm60aj9yzATeFdRlLcALTBOUZQfgScutkm1oHv37nTo0IEXXnjB6jkXLlzgrrvuwsfHB1dXV/r06cO+ffsAMJlM1KtXj7feeqvcNaWlpfj6+vLFF1/U6Pgl+8jPz+fkyZO0a9fOYuXQ/I3nUBw0uLVXv9GxMCcbo0FP+1uG23XCnJFUwM7f4igu0F0+VlSUwM5d/ckvOGm3+1TF8uXLef/993nssccYPXq06utMJSWcf+llHPz9CXvnbVXfrw8SU+mz51StpVWMyY5hfeJ6Gvs2rvr/X4OO0tJSnvz5FJ5uznw2th0ONrzZ2BKTzsaTqdbfIET/D84fLPtcK0t2SJL036Lqt54QYoOiKMOAVykLaZkK7AMGCSG21+D4rrkx883Lcg9tHcq4bhEU64yMX7THrH1Uh7qM7hhOVqGOx77db9Z+b9f6DGsTxvmcYib9EG3W/sMjVX+8/OGHH9K9e3c2bdpE3759y7UJIRgxYgSlpaWsWrUKb29vZs2axYABA4iNjSUgIIB77rmHJUuW8NJLL12+buXKlRQXFzNmzJgqj0u6dvLz8wkKCqJjx45mbfr0Ioqi0/C4qQ5aD/WbED18/Xjggy+qvbp6tcMbzxG7N5V2A/7ZunI6bg56fQ5Ojn52vZctTp8+zfjx4+nUqRMffvihTdfqk5MxZmcTOvstVWkVE4pKWZicwagQ31pJq2gwGXhr91t4O3szrpm6PO0W7ZqH4/6lPNH9fwQF+BPkqT6GXW808dbqExhMJvo0CTIvCFqYAeumQcRNcNeyqo9RkiTpBqV6uUMIsVEI0VcI4SGEcBNC9BJCbK7BsUkqdO3alTFjxjB58mRMpvLbATZu3MiePXv43//+R8+ePWnVqhVLlizBxcWFefPmAXD//fdz6tQpdu/+J1JpyZIlDBs2DF9f32v6WqSqCQsL49FHH7VYmKhw1wXQKHjeVFd1f7riIvSlJSgaDRoL8exVlXWhkFO7UmjWPRQX97LY7sLC06Sn/0G98Adxdla/wm9POp2OO++8EwcHB3766SecnZ1tut65YUMarluLR+/elZ5rFILnT53DWaMwrUEVUxpW0w+nfmB/6n6e7/g8Pi4+VeukIA3x9/toAiK5vWsUPRqpzwwE8PW2BE6l5vPCoKZoLO2L2Dm3LHVj35erNj5JkqQbnNo86P8DFgMbhL2X1K4zFa1muzppK2z3c3eqsD3Mx7Vaq+XWvP322zRt2pTFixfz4IMPXj5+7Ngx/P39ad78n6p7zs7OdOnShWPHjgHQtGlTOnXqxJIlS+jSpQsZGRmsW7eOX3/91e7jlOwvOzsbV1dXXFzMVy+FSVAal4NbqwC0nupXz/evXsGBdSuZ8NGXuHjYr+z8/rWJaB01dLz1n/zg8fEfodG4UrduNVZyq2nmzJkcPHiQ5cuXU7+++vLxwmQib/UavG4ZgtZbXYXV+efS2Z5TwPtR4QQ7q9+Aai9CCNYmrKVbaDeGNxxe9X7WTOHpwvF0DbqVe2y89lxWER9uiGFQi2AGt7SQ+70oCw58A1FDZMVQSZL+s9SuoPsCq4EkRVHmKIpiOY+bVCvq16/PpEmTeOWVVygoKCjXZim+VAhR7vj999/PDz/8gE6n47vvvsPX15fBgy3tCZauN+vWrWP+/PkWQ1EUjULQk+3wHtZQdX8mk5GjmzcQ3KChXSfnhbmlnN6fRrMeobh5lb1ZyM09SFr6WiLqP4KTk/3SONpi06ZNvP322zz44IOMGDHCpmvz163j/AsvkP/HH6qvyTMYuSXAm3vCauf1KorCR30/4vUer1c99vzcXlYeSWGlsSvFLrY/9Xj/j1MoCkwf1sLyCWunQnEO9J5atfFJkiT9C6iaoAshhgB1gPeB/sBhRVH2K4ryjKIogTU5QEmdF198EZPJxDvvvHP5WIsWLcjIyOD48X/KZ5eWlrJnzx5atPjnj+Pdd99Nfn4+q1evZunSpYwdOxYHO1aNlGpGbm4uMTExtGjRwmyyJQwmhMGE4qBB665+pTZ+/17y0tNo1W+gvYdLZNtAWvf9J9TGy6strVt9Qf36j9j9Xmqkp6czduxYmjRpwkcffWTTtUKvJ33ePJwaNcRzoPrv1bTIUBa0jLBtoHay8/xOivRFBLgGEOJe9aql6Xt+5HXDeKKC3Hiwh7pqqVfqHRXIs/2bEOZjvqEZkwlCW8OA1yGsbZXHKEmSdKOzJQY9TQjxgRCiPdAa+BN4AThXU4OT1PP09OSNN97g/fffv3ysX79+dO7cmbFjx7J9+3aOHj3KfffdR0lJCY899tjl8/z8/Lj11lt5/fXX2bt3L/fdd19tvATJRjt27ACwmFqxKDqNC+/sxZBTqro/IQR7f/8FDz9/GnfubrdxArh7OzNoYku8A90u3suEoigEBg5Ao7n2FTSFEDz00ENkZWXx/fff4+lpWwGcnN9+Q3c6jsCnn0ZREae/PiOXrVn5AGhqIY1kfG48T/71JB8d+Kjafc0ouYt8rRfvj2lvOX68Ere3q8ujva081dFooPtT0P3Jao5SkiTpxlbVBLyOgPPF/9Ze0mKpnAkTJtC4cePLXyuKwm+//UbTpk259dZb6dSpEykpKWzYsIGAgPKbuu6//36io6Np2bIl7dq1u9ZDl2yUnZ3N3r17adeuHX5+5bOfCKMgf9M5tJ6OaL3VT37TEuM5H3OCziNG23VzaOy+VNLP5V/+2mQysHff7ZxLWmq3e9jq66+/5vfff+ftt9+mTRvb8rybSkrI/PwLXFq2VJXzvNBgZMqpc8xOuGD3rDhq6Iw6pv09DRcHFx5u/XDVO0o7yfmkM6w7lsojvRvRso66uPtLlh9M4qM/Y9AbrdS2O7kGDn5btoouSZL0H6c6jkFRlFDgXmAc0AI4CMwC/lczQ5MqsnjxYrNjGo2GQ4cOlTsWGhrK999/X2l/w4cPr5XJg1Q1x48fR6PR0KdPH7O2osPpGDJL8L+vuU1xxsENGjJ21vsEhKvfKFmZ0mIDm789Sb0W/gyaWLZ1JfHMPPLzjxIR8bjd7mOLxMREJk2aRN++fXnmmWdsvt6QlobGx5ug559T9f397GwaqToDC1o2qJUiTN+f/J4TWSf4sM+HBLjalm3lMiHg5wcIMxn59dF1NApWXy0UIKtQxxurThAZ4M4zNzc2P0FXCGueBzd/aHN31cYoSZL0L6I2i8t6oB+QCiwD7hJCHK/4KkmSakqPHj1o27Yt7u7u5Y4LISjYloyDvwsuzdTnFRcmE4pGQ2hj2ypBVubY1mR0JUbaDSzLe15amsbZswsIDBxEUOAgu95LjUuhLQCLFi1Co7H9IaJTvXo0+OUXVZPtDJ2B+Unp3BbkQydv90rPt7eM4gzmHZpHjzo9uLnezVXvKO4v8lMT8BzxPm3q2Z6v/vWVx8gv0fPWyFaWv29/vAp552HUQtDY7+mNJEnSjUrtX6d04FYgXAgxVU7OJan2XMrUc/XkHECXmIc+uQDPPuE2rdb+tfALNi3+0m5jBDDqTRz66xx1m/oSVL9sxfXMmfmYTCU0ami9+m1N+uyzz/jrr7947733bEqpeEnB1m0Yc3JUf28/TEyh2GjihYiqb8qsjlJjKe2D2vNi5xervnovBOf+mk933Wd8mtHB5st3xmXyW/R5HuvTiCbBFmL9LxyCfV9Dl0egXteqjVGSJOlfRm0Wl3uFEH/823OgS9L1Lj09nQ8++ICjR49abHeK8CLgoVa4tVOf/i4/M4Njm/9Er1O/oVSNU3tSKMrV0X5g2UTYYMjn/IUfCQm5HTc327N/VNfhw4d54YUXuPXWW3n4YdtjsfVpaSQ9/TSp78xRfU1LT1eerBdEY3f1VTbtqY5HHeb1n0d9r6qHLemOr+HpxB6gdWZ4+3qVX3AFo0nwym9HqOPjymOWNoYKAeteBFdf6PuSebskSdJ/lNUQF0VRxgI/CyF0Fz+3Sggh49Al6RrYv38/QggiIiLM2i7lt3dp5GNTn3tW/IzJZKTLiDvtM8iL9CVGwhr7ULdZWUVaBwdPOnX8Da3WQnq9GlZYWMidd96Jn58fCxcurNJqcuqbb4HRSMCj6tNC3h1aO/nOTcLExwc+ZmTjkdWanAN8vSeVg6Ixn97Rinr+bjZdq9UofHxXO/RGE65OFkJXFAV6TgZdAbjYtulUkiTp36yiGPRvKUulmHbxc2sEcqOoJNW4/Px89u3bR6tWrfCwUEQo+5dYtF5OeA+MUN1n9oVkjmxcT7OeffEOCrbjaKHNzeG07lcXRVEwmUrRaJxxd1dfNMmenn76aWJiYvjrr78ICrK9uE7ehg3kr19PwNNP4aQiNGZjZh6JxaWMCwvAsQqpCKvry8NfsvDoQqJ8o6o1QT+XVcTH8aEMaBbAsHa2rZ5fesNoNduLQQcOTtC4f5XHJ0mS9G9lNcRFCKERQqRd8bm1D7mjR5KugZ07d2I0Gundu7dZm0lnpPhQOqYig0197lu5HEXR0PNu++a+L84SlydoQpg4GD2eY8eft+s91Prpp59YuHAhL730En379rX5epNOR+qsN3Fu3IgAFaExJiF4Pe48C5MzqIW5OaeyTjH/8HwGRwxmSIMhVe8oN5nE6C34uDoxc7htxaOFEDz13UGe+u4gJpOFyEhdIXzVD3bOq/r4JEmS/sVUxaAritJLURSz1XZFUbSKovSy/7AkSbqSwWC4nKfe3988bKL4cAZCb8K1lW1p9LqNupuBjzyFh6/tmTmsyUwuIP4PwbGt5wFITV1FTs4evLxsyzduD2fPnuXRRx+lU6dOTJ8+vUp9iOJiXNu3I/jFF1FUVNj98lw6JwtLeC4iBO01TqtoNBl5adtL+Dn7MaXTlOqldVz+CDfteIAtT7SyXPWzAhtPprHq8AVahHlZLma0YTqkHoWgplUfnyRJ0r+Y2jzom4BQysJdruRzsU2uoktSDXJwcODxxx/HaDSatQmjIH/zORxD3XGOtC2O18PPn2Y9+9hplGVi96aCAg3bBaLTZRF7+k08PVtQJ+za5rc2Go3ce++96PV6li1bhqOjY5X60Xp7U/fDD1WdW2gw8n5iCv38PBkR5FOl+1XHirgVxGTHMKfXHALdAqvcz4VDf/HnaWfGDnkFZ2/bQoIKSw288ttRmgR78GAPC5uBD30Pe7+CThOhYb8qj1GSJOnfTO0EXaEs1vxq3kCR/YYjSdLVjEYjGo3GYtw5XCxMlFGM/73NVK+YFuXlsm7eh/S86z6CIiLtNlaTSXBy5wU8QsDV04lTpz5Br8+mbdtv0GhU10Wzi9mzZ7N161a++eabchV2bVF86BCKiwsuUeryw887l0a+0cTzDUJqpSjR4IjBFBuKGRwxuMp9mPR6nv/1OAeM99K3SR/q2nj94h2JXMgt4dO7u+HkcNVD2vQYWDUJ6veEwbOrPEZJkqR/uwr/YiqKsvDipwL4RFGU4iuatUAHYH8NjU2SJGDbtm2cPn2a++67z+IqsHM9Tzz7huPSXH3GkD2//UhC9H563zvBnkPl1K4LFObqCG+lYDQWk56xgTphY/H0uLahDPv372fmzJncddddjBs3rkp9CL2e81OmgkZD5OpVKCqKGvXz80JvErT3urZFiYoNxSgouDm6cU+ze6rV18Lv/sf20khmdzNRN9DXpmtLDUa+2ZHIzU2D6BhhIWwq7Rg4e8Kor0FbtScakiRJ/wWVLWmFX/yvAoQBuivadMBm4H37D0uqzPjx4/nmm28A0Gq1eHl5ERUVxeDBg3nqqafw87NfTLFUewwGA3v27CE0NNRqiIaDvyvegyJU95mXnsbBdato1XcA/nXDK7/ABvEH0/Gv445nnSK0Wle6dlmPECa73qMyubm5jBkzhuDgYObNm1fllezs775Dd+YMdefNVTU5B+jg7U6HWqgY+smBT9iWvI0fhv6Am6NtqRCvdPx8HnNO+jPQN4W7hj1g8/XODlo2TOpNqYVQLABa3A6NB4LTtf8eSZIk3UgqnKALIQYAKIqyCHhGCJF3TUYlqXLTTTfx448/YjKZyM7OZvfu3cyZM4cvvviCLVu20KRJk9oeolRNhw4dorCwkG7dullsz9t0DpdGPjiFW6jQaMWBtSsA6HqH/WPChzzaioLsUvYf2YLJZMDBwXJYTk0RQvDYY4+RmJjIli1b8PW1bQX4EmNBARnzPse9e3c8VGR+WZmWw5asfF5tGIq347UN5YlOi2bZiWWMiRpTrcm5ySR4/qdD+Li78PaT41S/KbkkPr2AOr6ueLs5Ale9mcyILdsU2nyEnJxLkiSpoLaS6ANycn79cXJyIiQkhLCwMFq0aMGDDz7Inj17cHNz49FHH7183vfff0/btm1xcXEhIiKCyZMnU1hYWK6vuXPn0rx5c5ydnQkKCmLUqFHX+uVIVzEYDGzZsoWwsDAiI83jxPVpReStT6T4ZJbqPnUlxRz+cz1R3XvhFVD1TYSWmIwmNFoNXgGuCPE/9uwdislk3+qklVmwYAHfffcdM2bMoEePHlXuJ2vhIow5OQROnlzpCnyx0cSM08lE5xfh4XBt98vrjDpm7ZpFiHsIz3Z4tlp9aTa9wav1j/L+nW3wc3ey6VohBFN+PsyLvxwxbzSZ4PenYOWzUJJTrTFKkiT9V6he6lEUpTcwFqgPlPvtLYT492zFX3Sr+bEWI6DzRNAVwbLR5u1tx0K7e6AwE360kE+604PQ8g7ITYJfLVQhfGB1tYd9iZeXF4899hhTpkwhPT2d1atXM2nSJD755BN69OhBUlISTz75JOnp6SxduhSA6dOn8/777/P2228zcOBACgoKWLNmjd3GJFXNkSNHyMvL47bbbrM4SSzanwoa8OgaqrpPrYMD3e+8hzpNm9tzqBTmlPLj7L0MfLAFHiGJCLYT4P8IGo2zXe9TkePHj/PMM8/Qv39/XnzxxWr1pbi64D18OK4tW1R67hfn0kgu1fNxs3rXPK3i/MPzOZV9ijm95uDuWI2V6fRTsO0jurUfB41tf+P2W3Qy+85kM7xtmHnjgW/g7E4YPhdcq/ZEQ5Ik6b9G1QRdUZR7gYXAGqAvsBZoQllc+k81NjqpSlq2bIkQgoSEBGbMmMHs2bMvb5SLjIzks88+o3fv3nzyySc4OTkxZ84c3njjDZ588snLfbRv3762hi9d1LJlS7RaLQ0bmlffFAYThftScYnyQ+upfrVT6+BIx6G323OYAMTsSaUoV4eTu4njJ6YAvkREPG73+1hTWlrK2LFj8fDwYMmSJWi11VvJDpg4ESEsJa4qL6awhA8TU7k10JuevurDjOzldPZp+oX3q15BImDKwrW4GB5kZp8p2PoWIyW3hNdWHKNjfV/u7nxVtdHibPj7XQjvAm2rt3lVkiTpv0TtCvoUYJIQYq6iKPnAZCAB+BJIqqnB1YqKVrOd3Cpud/evuN27rl1Xy625NLFQFIUzZ84wefJknn/+ebP206dPI4SgpKSEgQMH1vi4JNs4OjrSunVri23FxzMxFepxt2H1/Nyxw+SkptC0Z28cney3si1MguPbzxPa0JtS1lJUFI9Geeqaxp+/+uqrHDp0iN9//53QUPXfk6sZ0tMpOnAQz4EDVG0unX46GTethtmNbU1GaB8f9f2IIkP1Mt2u2bSVH7Mb83QjHxRP23KeA7yx6jilBhPvjGqNg/aKqEmTEb4bC4XpMGoR1ELaSUmSpBuV2l1ADSlbPYey7C3uomyW9yFQee3rixRFuUVRlGhFUUoVRUlUFGWyLYNVFGWxoihCUZRXbLnuv+bo0aMoikK9emWrWR9//DHR0dGXPw4dOkRsbCytWrW6fE1t5GyWrNu+fTt79uyx2q44aHAIdsOlsbqQASEEfy9bxK5ff0CjsW+cdNLJbHJSi2jRqw6ZWVvx9u4AXLuqoTt27OC9997j4YcfZtiwYdXqK/PrhSQ//zyGCxdUnf9+VDgLWzYgyPnapgzMLc0lpTAFRVGqFdqSU1DM638m0Up7lsfvHmnz9fkleuIzCnmybyMaBl71hkyjhV7PlYW21OtS5TFKkiT9F6ldQc8BLqUHuABEAUcAd8BLTQeKonQEVlCWlvFuoAvwhaIoRUKIL1Rcfz/QCjivcsz/SXl5eXz++efcfPPNBAcHEx4ezqlTp5g4caLF85s3b46Liwvr168vN2GXak9hYSEbN260unoO4NrcH5cmviiWyqhbkHBwHylxsQyY+CRaFeXqbXF4cxLObg40bBeI1vELDIYctm8/ZNd7WJOfn88DDzxAeHg47733XrX60qemkv3jj3j2vxnHMAux1FcoMBhx02oIc3EizMW2DZX2MC96HiviVrD+jvV4O9tWPfZKr608SabwYv7t4bi4q/pVXo6niyMrn+xhsYodAI36V3lskiRJ/2Vq/1LvAnoBx4BVwAeKonQAhgPbVPYxGdgrhJh28esTiqK0AKYCFU7QFUVpBrwD3ARsUHm/fz2dTkdKSgpCCLKzs9m1axdz5syhtLSUzz//HIA333yTCRMm4OPjw4gRI3B0dOTEiROsXbuW+fPn4+HhwXPPPceMGTNwdXVlwIABFBcXs2bNmmpvtJOqJjo6GqPRaDW1YklcDs4NvFGurtJYgX2rluMZEEiLPvafMHUYUp+sNB1GkYGDEoyj47XbCPjkk09y+vRp/vrrLzw9qxcDnvbe+2AwEDS58gd7z5w8S7HRxLLWkdf86VNMdgw/nPqBUU1GVWtynpyRy18nUnmyXxPadLK90uqOuAyahniZZ3wxmWDFE2UhfwPekKEtkiRJVaB2gv4ccOn55UzAE7iVsgn7JJV99AC+vurYOuB5RVHqCiEsxrIriuJG2UbUF4QQsZX9MVQU5WEuht0EBgayefNmi+d5e3uTn5+vcujXH71ez9atWwkNDUWr1eLp6UmjRo244447eOSRR/D19SU/P58RI0bg4ODAhx9+yFtvvYWDgwMREREMGzbs8uufMmUKnp6efPTRR0yaNAkfHx969Oih6vtTUlJi9Xss2U4IwZ49e/D29ub48eMcP368XLtTPtTbriW9mYnc+pVvYgQoTLvAuWOHqdP1JrZuU/t+2jZG00dc2J6KRnkTRdFQUFBQ4z8XmzZtYsmSJZc3QFfnfo5xcfitXEnB4MHsiIuDuDir554QWlbjyUhK2LLlXJXvWRVCCD5N/RRnxZl2he2q/pqFoMWxd/g2KIBM5UE2b0626fKsEhPTthbTPkjLo21cyrXVO/MjkQn/I77BOM5u2VK18UlVdi3+7UmSdA0IIa7JB2Wx6w9fdawFIIBOFVy3CFh6xdeJwCtq7tmkSRNhzfHjx622SerJ76N9xcfHi+nTp4vo6GiL7Vm/xYpzL20VhgKd6j7Px5wUP77xsigpLLTXMIUQQsQdTBMbl54QmenR4s+/IkV8wmeX2zZt2mTXe10tJSVF+Pv7i86dOwudTv33wpr8rdtEwt1jhbGS75HeaBID9p4UbbYdFUUGY7Xva6v1CetFy8Utxfcnvq9WP9v/WilMr3kJsfXDKl3/wk/RovHLa8TZzKu+X6fWCTHdW4ifJwhhMlVrjFLV1PS/PUmSrAP2CTvNm69tyTvrLC4FKopyD9ATaHdthyNJtcPV1ZUGDRrQvLl5nnJTkZ6ifam4tQlE665+U2Jo4yhGvzLLnsNECMGB9WcoLtDj33opDg5ehNe1UAOgBhiNRsaOHUtRURELFy7E0bH6GzQ9evbAo2flhY0WJWdwOL+Y+S3q46q1rdKmPSTkJhDlG8WoJlUvJLYu+gyP/qHwoc/t3N7tycovuMqplHx+OZDMuK71Cfe7onLphUPwwzgIbgnDPpahLZIkSdVgdYKuKEosVibOVxNCqKkpfwEIuepY8MX/pli5ZgBlGWRyrght0QIzFUV5RQjhYuU6SbohhYSEcP/991tsy99+HqE34XGT+pR+sXt3Etygkd2rhiYcyiA1IY9ud+tIz1hPRMSTODhcmzzgs2fPZuPGjXz99de0aFF5IaHK5K5ciefAgWicK049aRKCH1Ky6OvnyW2BPtW+b1U80uYRxjUfh7aKmXiyCnW88utBWihJDB31AGhtW6MRQvDWmhO4O2l55uar4tbTT4FfAxi3HJyqUTRJkiRJqnAF/Vs732s7MAh4/Ypjg4Ezwkr8OfAycHVqhvXAL8B8O49PkmrVoUOHaNSoEe7u5pMbIQSlsdm4NPfHKVTd5Cf9bCK/v/cmnYaPotfY8XYbpxCC/WsT8Q5yxbdeDIXJgUTUt1Ahtwbs3r2bmTNnctddd/HAAw9Uuz/dmTOcn/YigUlJBDz2WIXnahSFle0bU2A0XvONocczj5Ovy6dLaBfcHN0qv8ACg9HEpO8PkqtTWNo0BsdGtq+el+hNuDlpefrmxvhevTm09Z3QchRorv2TBUmSpH8bqxN0IcRMO9/rQ2CHoihvAkuBzsBTXLHJVFGU24HZwM1CiGQhRDJQbveSoih6IE0IcczO45OkWpOens7y5cvp2bMn/fubZ1pRFIXAR9sgSgyq+9z23Tc4urjS6bY77DlUEg9nkHYmn773NqVBg26Eh9+DVlu1SaMtCgsLuffee6lTpw7z5s2zyyQ5/bO5KI6O+IyqOGTkYF4RDVyd8HF0uOahLXqTnle3v0q+Lp/VI1fjqKlaSM+8zXFsic3graFNada6c5X6cHXS8vm9HcpXWd05FxzdoOMDcnIuSZJkJ9fst6kQYi8wAhgKHALeAF4W5XOge1OWY/3aVv2QpFq2b98+tFotXbt2NWszlRgwFRtQNAoaN3X/NNIS44k/sJfOw0fh6mHf0JPgBt606RdOZIeysVyr0JZnnnmGuLg4vvnmG3x9q5/KsSQmhrxVq/C79x4cAq2HACWX6BgdfZpnT56t9j2r4vuT3xOTHcO0ztOqPDkH6FbXmbs7hTO2ZxR42V5tddPJNGJTyzI7XX5zdHIN/DkDYv8AoS6rkCRJklQ5VQGIiqIkUEE8uhAiUk0/QojVgNVa90KIxcDiSvqIUHMvSbpRGAwGDh8+TNOmTfHw8DBrL9hxnoJtyYS80AmNq7qY4X0rf8XRxZW2A2+193Bx83Ki7S0mdu7uRePGr1K3zli73+Nqq1ev5uuvv2batGn07t3bLn2mvv4GGi8v/CZMsHqOEIIXY5IwCpjZqI5d7muLlMIU5kXPo0edHvQN71ulPoQQKIpCp6Ov0ykrAcSfNm/gLNEbmfbrYRoGevC/iRffRJ7bCz/dD4FNy6qFyk2hkiRJdqN2h9CCq752BDpQlmHlY7uOSJL+Yw4dOkRxcTHt27c3azOVGCjYloxjXU/Vk3NhMgHQZsAQXCxM+KtKCMG2H2Np3CmY5JyZaLXuBAUOtlv/1mRmZjJx4kRatGjBjBkz7NKnqaQExcmJwMcfw6GC1fidOYX8kZnHqw3DqO9a8SZSexNC8OauNzEKIy93ebnKIT1TfzlMiDaPyUd+hh5PV2ki/f4fp0jNK+XDMW3LDhh0sHoSuPrBuN/Aza9KY5MkSZIsU/UXXwjxpqXjiqJMBdSnlJAkyUxGRgZ169YlMtL8QVT+1mRMRQa8B9ZX3Z+i0XDLU8+XjxO2g6ST2RzelIR76AFyDLuJajITJ6eanZgJIZg4cSLp6emsWbMG50oyrailcXGh3sKvL7+ZscQkBK+eTiLU2ZEH6gTY5b626hrWlR51ehDuGV6l69cfS+HHfUk8HbAPnDygx7M297EzLpMF2xIY26Ue3Rte/D6c2QZpJ2DUorKKoZIkSZJdVTcP+s/AXso2e0qSVAWDBg3CZDKZrZAKo6BwbwouTf1wqqsuzrukoICC7EwCwuvbNdOIEIJ9axJx89FQ4vAl7s6NCQu7y279WzN//nyWL1/Oe++9R9u2be3Spz4lBYTAMTQUpYJNjcUmE+EuTjwS7oNbLeQ8VxSFe5rdU+XrMwtKeXn5EVp463gy/2MY9p7NK935JXqe/eEg9f3ceOXWZv80NOwHzx4Br7Aqj0+SJEmyrrp/ddpTViFUkiQbCSFIT08HQGNholhyKgtTng73TsFmbdYcXL+Sb154krz0NLuNEyDpVDbnY3NoM0iPTp9B40YvotHUbJ2zo0ePMmnSJAYNGsSkSZMqv0Cl1LdmE3/bcEyFhRWe567VsrhVJKODq78h1Vbv7n2XVfGrqny93mhi6i+HyS3W877fCpwie0AH29NSmgSM61qfT+5uh5uTAxRmQPwWMJnk5FySJKkGqd0k+uXVh4AwoD8w196DkqqvT58+NGrUiAULyrYPjB8/nqSkJP78889aHpl0ydmzZ1m0aBF33303UVFRZu2uzf0Jfq4DDv6uqvrT/5+9u46TqnofOP6Z2O7uXlgWdulukJBGQDpEUNEfKDZ+LUxsxUAREFCUEFG6S1IaFlhi2e7unbz398caxMbMsgvGeb9evJS59577zLDxzJnnPEen5fS2TYS0aI2jh2e9xSnLMsc2JGDvYkWLrp2Q2I+FRcMmrRUVFYwdOxZHR0eWL19e5RuYutBnZ1Oydy+uEyagrKLf/B8+SsxkhJcLwTZWd7zn+Y7EHXx78VumRtW9z/vxxHx+vZrLS4Oa0qTjEqgorFPtuZONBTN7/74hkSzDhschbic8ehjc7RxTtAAAi9dJREFUG9V8sSAIglBnpk6B3fyTWAKygceA5fUakWCyzMxMgoODcXZ2JiUlpV62PBfunP3792Nra0twcHC151h4mN5fPGb3DiqKi2g/7P56iO4vsiQT3NwNS8cklGoFKkXDzyg//fTTXLhwgW3btuHlZfonCLUp+G4FGI24jKu+POfHzHzeS8jEKMs8G2J+O8LbUagp5K3f3iLKLYpZLeteOdg5zJ0jU71wczaCUlWnOvE1J1LQGiQmtA9EqVTA+Z/g8mbo+7pIzgVBEBqYSdNSsiz3uunPPbIsj5NleYksy6bvnCLUq2+++YZBgwbh5ubG+vXr73Y4ghkSExOJj4+na9euVS58LN6dTP6qS8iSaQs9ZUnizPaN+DSKwL9pVL3GqlQpieimJ0f7EMkpNzd0qn9btmzhyy+/5Omnn6Z///71Nq6xuJiC77/HoV8/LIOqXnR7rVzDc5dT6ehkx5NB3vV2b1OturyKAk0BczvPxUJl/hvu7GIN68+kgSThtvd52DS7Tv3Jr+WU8sr68xy6mluZnOfGweanwLs5dPw/s8cTBEEQzNOwRaRCg5EkiUWLFvHpp58SGxvL119/zahadkMU/j727NmDg4MD7dq1u+WYrJcoPZyGZaAjCqVpZQl5aSmU5ufT+f66LyqsSmJMLjqNgTL1G6hUtvh41++upDfLyclh2rRpREVF8dZbVTaPqrPyY8eQDQbcH3m4yuOyLPP0pRQslPBVs2DUJr729cUoGdkUv4lWnq2IcL215Kk2Gr2Rx1ed5mxKER2KtuGdegyGzK9Tacubmy6iVip5fVgzkIzw88OgUMKYFaASvzYEQRAamqk16GpgGnAP4MlNM++yLHev/9DuvNmzZ3PmzJk7ft+WLVvyySefmHXNjh07KCsrY8CAAbRt25aXXnqJ+Pj4Klv1CX8vRUVFZGRkcM8991RZllR2MhOpzIB9F9MX4bkHBPHQF99gZVt9XbW5JEnm8LprWHvuwyniEI0bv9qgbRX/aKmYn5/P9u3b662l4h8c+vSh0eFDqKrpDb83v4SjRWW829gfb6s7Xy6mUqqY22kucvV7wtXo451XOBqfzwfDwvDe9zCE9oTWU8weZ+/lbPZezuHZ/hF4OlpXPth5FigtwMX0dp+CIAhC3Zk6FfIFMAnYAVyihl1FhTtj4cKFTJgwAbVajY+PD3369GHx4sW8/fbbdzs0oRZOTk4888wzVS4+lCWZkl/TsAx0wCrM2aTxNKWlWNnZYePgWK9xnt2dQklhCt7dvsfJuQP+fhPrdfybLVmyhPXr1/Phhx/SvHnzeh3bUFCAytm52uQcoJOzPa+G+TLe58739ZZkCaVCSVvvtnW6fktMBgt/jWdUG39G6TaCtgj6vWX27Hm5zsCcn84R5mHHQ91CwaAFtRU0u69OcQmCIAh1Y2qCfj8wSpblLQ0ZzN1m7iz23ZKRkcGmTZs4fvz4n4898MADPPHEE7z++uuo1eIj6L8rrVaLpaVltbPDFedyMOZrcB4YYnL3kPUfvIm1vT3Dnnmp3uLUlOk5sTkB/yiwsfUmssk8FIqG6wUeFxfH7Nmz6d27N7Nnz67XsWVZJuWhh7GOjMTnjderPEcnSdiolDwaWH/db0wlyzKP7X6McKdwnmn3jNnX6wwSH++8QssAZ966Lwq2LYOIgeBt/loEW0s174xsjrejNZbaAljcG3q+AC0avue9IAiC8BdTf+MWA/ENGYhguiVLlmAwGGjbti1qtRq1Ws348ePJzMxkw4YNdzs8oQabN2/mm2++qXaXT8tAR5wGhGDd1LRZ3NRLF0iNPU9A0+j6DJMLB9LQaYy079+fjh22YWvbcKUNBoOBSZMmYWFhwbJly+qtpeIfyn/7Dc3581hFNqny+KGCEjocjSWmpLxe72uqNZfXcCjtEL72desrbqlWMrlzMPPHtsRKrYLBH8OY780eR/p9QXKvCE8iPawr686L08HD/Hp4QRAE4faY+pvwHWCOQqEQffzuMkmSWLx4Mf/73/84c+bMDX8mTpzI11/f3LJe+LsoKCjg/Pnz+Pr6Vjs7rna1xqGHv8mLQ3/7eQ02jk5E31N/3U4AXPw0RN67Dzc/qwadOQeYN28eR48e5csvvyQgoG5b2ldHliSy33sftY8PziNvXeAqyTJz49JRAuG21vV6b1MUaYuYf3o+HX06MraJ+bPU5brKJlqTOgYRVHwSUk9UHjDzTY4sy0xZeoz5u65WbkL00zSI2wX93wbfVmbHJQiCINweU2shFgNDgDSFQnEZ0F9/UJbl3vUdmFC1bdu2kZyczCOPPEJgYOANx6ZOnUrfvn1JTEy8O8EJNdq1axdKpZIuXbpUebzsZBZKWzU2kabNnmdeu0rimZN0HTsZC6v6TS7LFAtQOO9Eo5nWoLPnhw8f5rXXXmPcuHGMHVv/ZRRFP/+M5uJFfD/4AGUVZUWrMvOJKa3gy6ZB2Kga9o1IVVZfXk2JroSn2jyF0sw3QqVaA30+3M+0riE81MIS1j4I9l7wyAGzE/Tvf0vmwNVc+jfzhuOLIHZDZWlL+4fMGkcQBEGoH6Ym6AuA3sBuIBOxSPSuWbhwIR06dLglOQfo0aMHHh4ef+4eKvx9JCQkcOHCBXr27Imj462LOaUKA4Wb4rEKdTI5QT++4SdsHJ1o2X9wvcZ64fgOsks2ExIyu0GT87y8PMaNG0dgYCBffvllvY8v6/XkfvkVNi1b4jho4C3Hy40Sb1/LoJ2jHcM9nev9/rUxSkZ+vvozHbw7EOkWafb1X+yNI7NYQ9sgZ1hzP2iKYNLPZifn2SUa3t4SS9dwd8a1D4QTSmgyGHo8b3ZMgiAIQv0wNUEfB9wvy/KmhgxGqF1NGxKpVCoyMzOrPLZs2bIGikgwxbFjx3B2dq5x9lyuMODY+9Y3XtUZMPNpCjPTsbI1fbfR2hRklREf/zG2bi4EBU6vt3FvJssy06ZNIzMzk4MHD+Lk5FTv91BYWBC2ZTNSeXmVJUU/ZxWQqzfwTVSwyQty65NKqWLFwBWU6cvMvjY2o5glBxMY0cqPVrkbIe0EDFsA3uavRVhyIAGN3sjrw5qhUioqZ83bTa9T/3RBEAShfpiaoBcCVxswDkH4Vxs1ahQFBQVV9j2XZZmyYxlYBjhg6Vd9G8Drz5eMBtQWFrgH1O8M95mDq7D1uEJwwMuoVDb1Ovb1Fi1a9GdLxao2a7pdsiyDwYDC0hKVpWWV54z3caW5gw3RDvX3BsdUGaUZuNm4/fnHHGVaAzN/OIWTjQX/6+kJ37wMQV2hxTiz46jQGVl9IoUh0V6E7nkUokdB02EiORcEQbjLTP0s9F0qF4mK/n2CYCadTodKpcLd3b3q4wnFGLIrsGtv2tbySedOs3jWdHJTkuozTIpzK4g/ZQHl/QkJa7ie5xcuXODxxx+nX79+9d5S8Q8lW7dyrf+9aOMTqjyeo9OjUCjuSnIuyRJzDszhpUN1a4t5LrWIjCIN88e0xN3DG/rOrdwxtA7db2wsVfzyWBfect9RWXdeUVinmARBEIT6ZepP9GHAfUCqQqHYq1Aodlz/pwHjE4R/tPz8fD755BOSkqpPpiWdEQsfO2xaeNQ6nizLHFqzAhQKnL3r1pavOmf3pKArCKBDl49QKhvmvXh5eTmjR4/G2dmZ5cuX13tLRQCprIzMt+ehdHLCMvDWrjD780tod+QihwpK6v3eplhzeQ2nsk/RyadTna7vFObGoed70znAqjIpb/sguIebPU5mkQZZlgkuOYn9kfchejS0nlynmARBEIT6Zepv4dTf/wiCYIYjR46g0WhwcXGp9hybJq5YR7iYVAedejGGzLgr9Jn+GOoqymXqqqIiDa3VR4S1n4i9S8O1G3zqqaeIjY1lx44deHub9omBufK/+w5jbi4BX3yO4qZNu8qMRp65nIKflSVtHO0a5P41SSlJ4dPTn9LBuwPDw4ebde2F9CIupBVzf1t/XEqvwtKBMG4VBJmf6KcWlNPv4195oiU8cvVRcA2FwR+J0hZBEIS/CZMSdFmWpzZ0IHeDJEkNMoP3XyFJ0t0O4W9Nr9cTExNDs2bNquzcIhtlKi7kYh3hitJKVet4siRxaM0KbJ2cadrjnnqN9dLlF1E7n6LdPS/U67jX++mnn1i4cCHPP/88ffr0aZB7GIuLyftmKfa9emHTosUtx9+LzyRFo+PnVuFY34W2iu8dfw9Jlpjbea5ZC1P1RokX1sWQXlhB/2ZeOO14CWS5zpsIvb/9MkZJZozD+coHxq0CK4c6jSUIgiDUv/9sdmpnZ0daWho6na7aXR2FqsmyjE6nIy0tDTu7Oz8L+U8RGxuLRqOhVauqN3opO5pO/g+X0FzKN2m8hDMnSbt0kS5jJmFheWtP77rKTP+V/PwDhATPxM6+YdoqJicnM336dNq3b88bb7zRIPcAKNq0Cam4GI/HZ91y7GhhKYtSc5js60Yn59oX49a3cn05ycXJTGk6BX8Hf7Ou/frXeM6lFvHa0CicknfBtT3Q6wWwdTU7jrMphaw/k870biE4930WZh4H90ZmjyMIgiA0HJNm0BUKRQI19D6XZTm03iK6Q/z9/cnNzSUpKQmDwXC3w/nHUavVODk5VbvwUahsreji4kJwcPAtx2SjTMn+1Mq+581New1DWrVlzNx38I0wv2d2dSRJT+zFuejKPXC2G1Nv417PYDAwZswYjEYjP/zwQ5WdbOqLy7hx2ERHYx1562t0sbQCP2tLXgmr39p9U9la2LJ2yFqMstGs6xJyy/hsz1XubebNoKZusOAlcG9c2QrRTLIs8+62S8y02c5jQcOAJmAnvocFQRD+bszZSfR6FkAboCswv14jukOUSiWenp54enre7VCEf6kBAwZQUlJSZRlVxYVcjMU6nIeFm1TqIEsSCqUS/8ioeo0xJXk1kjIJY86zOLnXfy9ygFdffZWjR4+ycuVKwsLCGuQeAJJOh9LSEpvoqnuBP+jvwWhvV+zVtZcT1bfT2adp7NIYOws7LDD9DYokycxaeQobCxWvDGkKcbsg/xqM/xFU5r/RKdYYcM45wdPytyiuWUCT+i2VEgRBEOqHqTXob1X1uEKheB4w77NaQfiP8PPzq/ZY2dEMVM5WWEeaVqLw4xsvEtS8FR3uG11f4QGQfak5OZeH02Pw2Hod9w/btm1j3rx5TJs2jbFjG+YeAIbcXOKHDcf75ZdxvLf/DcfOlZRTbDDS1cXhriTnmWWZzNg5g16BvXin2ztmXatUKniqb2PUSiW+zjbgPBAePQKedfsUxUmXzefqT8AuGPq8VqcxBEEQhIZ3uzXoa4EJ9RGIIPxbHDx4kPXr11dbOiXrjciSjF0HHxTK2mfPsxKukXIxBnU1G+7UlSzJXDpUhrVxAj5hzvU6NkBGRgaTJk0iKiqKTz/9tN7Hv17ul19hLCrCusmNiyb1ksys2GSeiE1GexcWNUuyxNP7n8YgGfi/Fv9n8nWyLJOUV7nDaO8mXnRv5A75v/d092pqdrcVg1Hi219jkVaOR2nQoBi3EqzufB2+IAiCYJrbTdBbA7r6CEQQ/g2ys7PZu3cvGo0GtbrqD6gUFio8Z7TAoYdpHz4d/vF7LG1sierVt97iNBhKOHXy/5DV52nWvfqZ/rqSJIkpU6ZQVlbG6tWrsbVtuA2BjMXFFP78M06DB2N5U73//KQsLpdpeKORH1Z3oWPTtoRtnMs5x4sdXyTA8dae7NXZEpNJrw/2sedSVuUDv30Fn7aC+H11imP5kSSSt3+GMvMMjPi6zjPwgiAIwp1h6iLRr29+CPAF+gBf1HdQgvBPJMsye/bsQaVSMWjQoCrPkTQGZL2EysHSpNnz+FPHiT95jG7jH8DKtv465sQnfEphyQ76PfQAnt71vw5jzZo17Ny5k6+++orIKhZs1qfCH9cil5fjMvHG3U/PlpTzSVImI7xcGOjh3KAxVKVUV8p7x98j0jWSYWHDTL4uLruU//0cQ6SPIz0ae0JJFux9G0J7QkgPs+NIK6zg451XaBc2GbnPZBSBHc0eQxAEQbizTF0kenMPLgnIBh4DltdrRILwD3XlyhUuXbpE7969sbevunyg9GgGxbuS8HmuPSrHmktWZFnmwA/LcPX1p80g0xO82pSWXiYlZTm+PqPx9m1fb+P+YdeuXSxatIhRo0bx8MMP1/v41zPk5ZH7xRfYduqITVSzPx/XShKzLibjbmHB243q/xMCU+gkHc09mvNI80dQKU2rfdfojUxddgwLlYIvJ7RBpVTA1mfBoIUB75m/kZDRQMLS6fjK/XhtWDcUbg33SYYgCIJQf0xdJNqroQMRhH+yP2bPXV1d6dKlS5XnSFojpQfSsApxqjU5B1AoFAx75iU0pSWo1PXTmlCSDFy69ApGnQ2550dCPU9uZ2VlMXHiRAICAli6dKlZm/HUhdrNjeAf16ByurEDjaVCwYP+7gTbWOJsYeo8RP1ytXbl097m1d5/uvsqKfkV/DC9A4FutpVdWy6uh94vg0djs2PI/HkOXYs28XRYs8rxBEEQhH+EGn9zKRQKJRAFXJVlueKmY7ZAOHBelmWxpaTwn6ZQKJg0aRJlZWWoVFXPlhbvSEQq0+PYx/TNgJy9fQCfeooSUlKXUlR8guwzD9Cpn+k10ab4o+68qKiIefPmVfspQn0xlpSgcnDA6qbWjZIso1QoeMDv7vT3lmSJ94+/z/gm482qOwcIcLVlcqcgOof/HntRKvi1gU4zzQ9k//t4n1/EfschdBz9rPnXC4IgCHdNbaumJgDfUvVCUN3vxxpmdxNB+IcwGo3Isoy9vT1eXl5VnmMo0FB6NAPbtl5YBTnWOmZm3BV+fvc1irIz6zVWf98pFF18Acr6ENyifhPYjz/+mO3bt/Pxxx8TEhJSr2PfTNJqiR82jKz337/h8VKDkf4nrrA1p7BB71+TFRdXsCJ2BadzTpt8jSRV7gM3rn0grw+7rtd9mwdg+m6wsDYviBNLYe+bED2aHk8sxcmm4TaHEgRBEOpfbQn6NOBDWb516ztZlg3AB0DDFpkKwt/c4cOHWbJkCTpd9Q2NtPFFKFQKk2fP96/4hvTLsdg41J7Mm6K07CpabQ5xJ/PJOB9K20HBqFT119Xk6NGjzJkzh/vuu49HHnmk3satTsGK7zGkZ2B/UznRm/EZnC+twO0ulbXE5sUy/9R8uvl1Y0joEJOu0Rkk7ltwiA1n0/96sDAZjn4Fsmx+3bksk3viJy7YdqCw38d12tBIEARBuLtq+y3WBDhcw/EjVCbpgvCfpNPpOHLkCL6+vljW0Kfcro0XNpGuKG1rT5ay4uNIjT1Pj4kPYmlz+3XDRqOGmJiZKJUWZB55HY9AByLae9/2uH8oKSlhwoQJ+Pv788033zR43bmxuJjchQux694Nu86d/3w8oVzLqow8xvm40t757vT4nn96PvaW9rzV9S3TdoiVZV76JYazqUXYW11XGnXwYzi5HKJGgL15XXZKtAaG5M3Cw0bB2nr4+hEEQRDuvNoSdCeocV9qS6B+pvgE4R/ot99+o7y8nO7du1d7jj6rDAsvO5OSc4Bzu7ehtrQiqne/eokxPuETysvjaNliKW1bt6S8WGdSi0dTyLLMY489RmJiIr/++ivOzs71Mm5Ncr9aiFRcjOfs2X8+ZpBkHr2YhIVCwdPB9ffmwxyH0w9zKO0QT7R+AhdrF5OueWfbJdacSOXx3uH0bvJ7eVT2pcrkvN0085Lz4nTY+ASfWswis9TAl5O7YKm+873fBUEQhNtX20/vJKBlDcdbAsn1FYwg/JPo9XpOnjxJQEAAgYGBVZ6juVpA1senqLiQZ9KYBr2eK0cO0qh9J6ztbn8WuKjoDMnJi/HyHI2jfRdUaiUOrmbWM9fg008/ZcWKFbzyyivVdq+pT1J5OUXr1+M0aiTWTZv++fiBghLOlJTzfkQAftb1u+OqqVp7tubJNk8ypekUk87fEpPBwv3xjO8QyJN9f+/QIsuwbQ5Y2kOPOabf3KiH9TMxXtvP3tOxTO8aQssAZ/OfhCAIgvC3UNsM+gbgDYVCsUmW5dLrDygUCkfgNWB9QwUnCH9n586do7CwkCFDqq41liWZos3xqFytsW5s2oyqUqWk/fD78Qq9eesB88myTELi56jV9qQeGc6plb8xfm4H1Bam9eSuzfHjx3nmmWcYNmwYL7/8cr2MWRulrS1h27aC8cZlMb3cHNnVtjHN7G3uSBw30xq1WKuteTDqQZOvuZxZQqtAZ+YOafZXOUzyEYjfC/3ngZ2baQPJMmx6Eq7t5n31DBwConi2f5M6PAtBEATh76K2BP0dKru0XFEoFJ8BsYAMNANmAvrfzxGE/5wWLVpgbW1NaGholcfLT2ahzyzHdXwTFBamlRoolSraDR1ZL/HJsg4rSw+cbaZy/mQZHYaG1FtyXlFRwZQpU/D29mbZsmUolQ1fSiHr9aBWo3Jw+POxPJ2Ba+Ua2jvbE+Vwd+qt9ybv5d3j7/J1368JdKz6k5SqPNm3MTN7h2Nxw2JdBYTdA60nmzbIHzPup7+D7s8yu9sLaPWSKG0RBEH4h6vxp7gsy/lAZ+Ak8AawDvgZeP33x7rKsmzaZ/eC8C8iSRJqtZpmzZpVuRhQ0hoo2pGIZZAjNtGmtTPcuehzLh85UG8xKpVWNGnyNhe3dsTRw4aWfUxPHmvz5JNPEhsby5IlS+5I3TlA9sefED9oMFJ5OQAao8T0CwmMPnuNuHLNHYnhZjnlObx97G1s1Db42Nfer16WZeZuuMDR+MofmxY3d9IJ6gST1oGVieVNFQXICb9y1m8s+u4vYG2hwsnEtQ6CIAjC31et0yyyLKfJsjwE8AA6AB0BD1mWh8iynNLQAQrC301+fj7z588nMTGx2nP06WXIegmnQSEmdfPIuHqZc7u2kZ+WWi8xpqevpaj4LCmx+eSnl9F2QDBqy/qZPV+5ciULFy7kueeeo1+/+lnIWhtDfj4FK1Zg3aQJSlvbysWpF5M4UljGBxEBhNvWX129qSRZ4tlfn6VIW8TcznOxUNaeGP94IpVlhxM5m1J444GEA/DLY6AtMS8IW1d+brOcYdeGsO9KrnnXCoIgCH9bJjcLlmW5ADjegLEIwj/C9u3bqaiowNXVtdpzrEKc8HmhPUqr2r/FZFnmwA/LsHVyps3g4bcdX1b2VmIvPY+X52CKLs3ExtGSxu2q3kDJXJcvX+bhhx+mS5cuvPnmm/UypinyFi1GNhhwn/l/AHyWnM2W3CJeDvNllHf1/w4N6buL33Ey6yRvdHmDFh4taj0/MbeMuRsv0CnUjYe6XVcWpSuDjU+AZABTN2XOuQKHPkHb920+3JtKC39n+kSa145REARB+Pu6O7t5CMI/VEpKCpcvX6ZXr144OlbdYVSXWoKFr71JyTlA4tlTpFyMoffUR7C0vr1FjkZjBVevvoW9fSRNm76PMsqSVv2CUJlYA1+TiooKRo8ejZWVFatWrcLC4s6UUhhycij44Qechg7FKjSUK2Ua5sVnMNTTmRkBHnckhpvJssyJrBP0DOjJsLBhtZ6vM0jMXn0GtVLBh6NboLy+zeWOlyA/HqZsAGun2m+uLYU1k6Asl5/sJpFWWMG8EdEN3n9eEARBuHNEgi4IJpIkiW3btmFra0vHjh2rPMdYqiNn4TkcevibtGuo0WDg1xXf4OTlTfM+9952jCmp36LVZhDZ5H1K8404uoOtY/20HXziiSc4d+4cW7Zswd/fv17GNEXR5s3IWi1uj1RuWtzYzprFUcH0cXNEdZeSUoVCwae9PkVr1JqUGH9zKIEzKYV8Pr4Vvs7XvQlL+BVOLIUOMyCk+l76f5Jl2Pg45F4hd8QaXl9TSM8ID7o1Mm2dgyAIgvDPIBJ0QTBRfHw8aWlpDBs2DCsrqyrPKT2cjmyQsGlu2syuUqWi67jJqNQWqNS3NyOt0+WRlPQlbm69SDvnz+GffmPMS+1w8ba7rXEBvv/+exYtWsScOXMYMGDAbY9nDtfJk7Fp1gxVUDAXSitoZm/DIA/nOxrD9ZZfWE5Xv66EOYdhrTat9v2R7qF0CXMn2v+mGfL974FbGPT6n2k3//UDOP8T3PMqpT6d6Rh6gTeGRYnZc0EQhH8ZkaALgonCw8N58MEHq509ljQGSg+nY9PMDQtP01r+KRQKwtp0qJf4lEpLGjV6CSt1U35enoBvIyecvW6/9eDly5d55JFH6Nq1K2+88UY9RGoaY2kpUlkZFl5e2LZrx7z4DBYkZ7OvfQRhd2FRKMDRjKN8cOID8iryeKrtU7WefzguF19nG4Ld7W5NzgGGfwmlWWBtwobMZXlwbCFEj0bu8gTBShXLpravw7MQBEEQ/u5Es1xBMIFWqwUgMDCw2p7fpUczkDVGHHoG1DqeLMts/ORdjq5bXS/xybKMWu2Ar88oLu5Ro6sw0GVUo9ueWS0rK2PkyJHY2NiwatUq1Oo7954++/0PSBg6DGNxMUcKS/k8OYuRXi53LTkv15cz9/BcghyDeKzlY7Wen15YwaPfn2LOunO3Hsy6AJIRnAPAv61pAdi5wcP72Nf0NaZ9e4q8Uq2Zz0AQBEH4pxAJuiDUoqioiI8++ohz56pItK6juZiHVbgzlv4ONZ4HkBRzhitHDqCqh4RXkvScPjOJ9PQfyUsrJWZ/Gk27+eHmZ2Iv7RrMnDmTixcv8sMPP+Dn53fb45mq4uxZCteswWn4cLR29jx5KZkAa0veaHTnYrjZe8ffI700ndc7v15raYvBKPHqhgto9EbeHdn8xoPF6bCkP+wwcffVuF2wdQ7oNWQp3Hnyx/Mk5pZhkOQ6PhNBEATh704k6IJQi507d2IwGAgIqHlm3OORFriOjqh1PINOx95lX+Pg7kGrAUNvO76EhPkUFBxBrXYgJTYfWwcLOg6tendTcyxZsoRly5bx4osv0rdv39sezxzZH3yIysUF91mzmBefTmKFjg8iAnBQ108vd3NdyLvAT1d/YnzkeFp7ta7xXFmWmbf1EjsvZvFk38YEud20BmDLs5UtFds/VPuNsy/Bukcgfi8g88muK5RqDSya0hYvx7vzSYIgCILQ8EQNuiDU4MSJE5w/f54ePXrg4uJS5TmyXkKWZZSWKlQmdEw5svYH8tNSGPHCa6hvs1VhRUUKiUlf4eM9Ak/Pe/HsA9G9/FHdvEOlmS5dusTMmTPp06cPc+fOva2xzFV+/Djlx4/j9cIclHa2uFuU8rC/B11dav9koqH42fkxp/0ck1oqrjuVxpKDCUzuFMSMHmE3HozdCJc2QZ/XwDWk5oFyrsDyIaBUwZgVHE+rYM2JVCZ2CCTM4/Y/HREEQRD+vkSCLgjVKCoqYvv27YSGhtKjR49qzys5lEbpoTS8nmiNyr7mBF2v1XB251Yiu/YkpGWb24pPlo1cjH0epdISX69ZJMbkEhztftvJuU6nY8KECdjb2/Ptt9+iUt3ZWWvN1auo3NywGjUKhULBE8H1s8lSXRkkA87WzkyInGDS+UNb+qJQwH2tbirHqSiEzU+DVzR0+r+aB8m9CssHV/7/lE3g3ogvNh7Dy8GKWfc0Mv9JCIIgCP8oosRFEKqRkpKCSqViyJAh1S4MlXRGSvanYulrX2tyDmBhZc24N96ny5hJtx1fcfE5CguP07jRK5zdXsHWr2IoL9bd9rgvvvgip06dYvHixfj4+Nz2eOZyHT8epx9/pOe5JI4Vlt7x+1/vYt5FBv88mAt5F2o9NyW/nOwSDRYqJSNa+9+6QLc0G2xcYOh8UNXyyUlJBqitYMpG8GgMwNeT2vLL/3XB3b7qFp+CIAjCv4eYQReEakRFRdGoUaNqe54DlJ/IQq4w4NCr9s4teo0GC2tr3PwD6yU+J6dWtG+3AW2xPxcOHCeqp/9tb0q0Y8cOPvjgA2bMmMGwYbWXc9QnfXY2huwcrJs1ZXZOOdk6Pda3+WnA7SjWFfPM/mfQGDT429e8MVO5zsD05SdQKGDL491u3Cn0Dx6N4dEjUM2bvcqB8sHWtXLTopknkVUWLNgbx7j2gbjaWeIp6s4FQRD+E8QMuiDcpLy8nFOnTgHUmJwbS3UU70rCMsQRy6Ca+1jLsszat15m56LPbzs+o7GC/PxDADg4RHJk3TUsbdS0H1RLTXMt0tPTmTBhAs2aNePDDz+87TjNIcsyWW+8SdL48WxISGVvfgmvhPnS3OH2+7jXhVEy8uKBF8kozeDjXh/jZFVFD/Pf6Y0S/1sXw5XsEv43MPLW5NyohyMLKmfQa0rOKwphSV+IWVv5d7UlPxxL5v3tl9kSk3H7T0oQBEH4xxAJuiDcZMeOHWzevJny8vIazys7kYWkNeIyPLzWfuNJMWdIvxKLV0j4bcd3Lf4jTp+ZTFlZPEkX8ki+kE/bgcFY29d9waler2fChAmUl5ezdu1abG3vbGJcsnUrJTt3kvTMHJ5JLaCxrTUP+N297es/O/0Z+1L38XTbp2nl2ara84ySzKwfTvPLmXSe7NOY7o2r2EF23zzY/gIkHa7+huX58N1wKEgER18AEnPLeHNTLN0auTO+ff186iIIgiD8M4gSF0G4TlxcHGfOnKFbt261JqmOPQOwbe6B2rXmsgNZkjj2y4/YOjnTtMc9txVfXv5BUlK+wc9vInZ2oaRXZOEV4kh0z5pLMGoze/Zs9u3bx7fffkuTJk1uayxzGQsLyZw3D+umTYnv0QuX9Hy+ax6C6i5tXy/JEiklKYxsNJKJTSfWeO5X+6+x7UImLw9uyrSuVXyCkR0Lh+ZDi3HQbHjVgxj1sHoiZF2E+5dBUGcMRomn1pzBQqXg/VEtqi6ZEQRBEP61RIIuCL/TarVs3LgRNzc3unfvXu15ktaIsUSHhbtNrck5QNyJo6RcOEevBx6+rbaKkqQnLu4drK39adzofwA0autFeBvP29oxdPny5SxYsIBnnnmGSZNuf/GquQpWrcKYk0vAl1/xaJA3D/h7YnOXas9lWUapUPJ+j/cxysZaz5/cKQhPByvub1vFGgTJCJueAisH6PdW9YPseQOSDsHwryByCABf7rvGqeRC5o9tibeTqDsXBEH4rxElLoLwu4MHD1JUVMTQoUOxqCGRLtqWQPb8UxhLTOuYcnrbJpy9fWjZb9BtxRefMJ/S0lgahb9AeRHE7EtFluXbSs7Pnj3LjBkz6NWrF/Pmzbut+OpK5ebGgude5ZBPZZJ7t5LzlJIUHtj2AOml6SgVSiyU1X8NnEzKp0Sjx8HaourkHODIF5B8uDI5t3Or/sYekdB6CrQY++dDEzsG8cawZgxrefd2ThUEQRDuHjGDLgi/c3d3p3PnzgQFBVV7ji61hLIjGdh39kXlYFrHlGHPvERRdibK2+wnbm/XGD+/CXh49Gfjp2fIuFZEULQbjm42dRqvsLCQkSNH4urqysqVK1Gr786Pg0M9+vLjhUQCisvo41bzYtuGIskSb/32FhfyLtQ6c34xvZhJS45xbzNvPhrTsvoTo0eBUQctx1d9XFtSObvechw0HwMKBRfTiwn1sMPFzpJJnYLr/HwEQRCEfzaRoAvC71q0aFHjcVmWKdwUj9LeAsd+1Sfxf5AkI7IkY2Vri2dw6G3H5+09FG/vocSdzCYltoCuoxvVOTmXJInx48eTnJzM3r178fK685sBlR09yoWsPJ5wCaClgy2zg+7ehkRfnf2KQ2mHmNN+DgEO1bfMTMwtY9ry4zhaW/D8gGpq9bWllYm5oy90f6bqc1KOww+jYeRiCL8HlEpySrQ8sPQYvSI8eXdU83p4VoIgCMI/lShxEf7zEhISOHDgAAaDocbzNBfy0CUW49g3CKV17e9tY3bv4NvnZlFeVHhb8SUmLSQ5+RtkWcagM3Jo7VXc/OyI6l738ocXXniBrVu3Mn/+fLp06XJb8dWFsbSM2DfeZIZkg51SwdLoYCxrakHYgHYl7eLLs18yNGwo45tUM9sNpBdWMOqrI2gNEt880A6v6nqSb3kGfnm0+humn4HvR4K1E3g1A0BrMDJjxUlKNAYmdar9zZ8gCILw7yYSdOE/TZIkNm3axKlTp5AkqcZz9TkVWPjYYdfWu9Zxy4sKOfzj99g4OGDjWH0P7dqUlcWTkDCfwqKTKBQKzu1NpbRAS7fRjVGp6/btu3z5ct577z1mzJjBjBkz6hzb7cj94gu2BjYi19mFZdGh+Fjd3gZLdSXLMqsuraKZWzNe7vhyjfX8L/1yngqdgZUPdaSpbzWlOBc3wNmV4BlZ9fHM8/DtULByhCkbwMEbWZZ5+ZfznEwq4P37mxPlV/evF0EQBOHfQZS4CP9pv/32G3l5eYwaNQpLy5qTRMdeATh090Ohqn1R5v4V31BRUsyIOXPrvIhTkvTEXpqDQmFBRONXAPBr7EJUDz/8IlzqNObx48d55JFH6NWrF5999tltLTCtq5I9e8hfupRpo0czrkMk4bZ3r0uJQqFgYd+FlOpLsVbXHMc7I6KJzy0jwtuh6hMKk2H9TPBtDT3/d+vxkkz47j6wsIMHNoNzZW/zRQfiWXMilcd7hzO4ue/tPiVBEAThX0Ak6MJ/Vk5ODjt37iQiIoJmzZpVe54+twJjoRbrcGcUJnQYST5/lou/7qH98PvxCq37xkTJyUsoKjpJs6YfYWVVWZ/tFeKIV0jdFlKmp6czbNgwvL29Wb169V1ZFCpLEu8dPk23th1o8tKLKGp5U9RgccgyX537ijERY3C1dq12p1CjJLM5JoMBUd54OlrjWV1ZS0UBfDcCZCOM+gbUVTwvO09oPRmi7weXv8pY+jb1pqBcz+w+jevjqQmCIAj/AqLERfjP2rp1KyqViiFDhlQ7kyzLMoW/xJG34iKSpuYa9T+c2b4ZZy8fOo4cW/vJ1dBqc0hI/AwPj3vx9h7G+V/T2L/yMkZ9zWU41SkrK2PYsGGUlJSwceNGPDyq2PHyDliSnseiLvdwaPqjdy05B9hwbQMLzixga8LWas8p0xp46NsTPL7yNMsPJ9Y8YHk+WDvC2B/A9aYNi1KOQcZZUCrhnpfBs3JxaUZRBZIkE+Jux/P3NhGbEQmCIAh/EjPown9Wv379KCgowN7evtpzKmJy0cYV4jw0zKSFoQBDnnqBiuIiLCyt6hyblZUHrVutwM4unNICLUfWxeEZ7IhSbX4SJ0kSEyZM4NSpU/zyyy9ER0fXOa7bsSoxnZcSshng7sRLzYLvSgwAycXJvPXbW7T2bM3YiKrfRBVr9Dy0/AQnkgp4fVgzJtfW8tAtDKbvhpvf6OXGwYqR4Nuqsub8d+U6AxMX/0a3Rh7MHVr9pzeCIAjCf5OYQRf+c2RZBsDb25vIyGoW8wHGMj2FG69h4WuHXUefWsetKC2hKDsThUKBrZNznePT64sBcHJqhUplz55vL2I0yPScEFGnmvFXX32V9evX8/HHHzNkyJA6x3U7fs3O57mraXTQlLKwWRAWd2m2WG/U8/yvz6NWqnm3+7uolLf2pk/KK2P4F4c4mVTAR6Nb1Jycx++HVRMqWyve/G9TnAFrJoFCCcO+uOHQSz+fJz63jL5N715rSUEQBOHvSyTown+KLMv88MMP/Pjjj38m6tUp2ZeCVKbHZWRjFCYklMd++ZEfXnoGvVZT5/j0+mIOHe5GfMKnAMQeziAltoDOI8Nx8rA1e7yffvqJN998kwcffJBZs2bVOa7bYZQkPjh4Et/sTOZbG+9aO0WA5ReXcz7vPK91fg1vu6q78aTkV+Bhb8X30zvUvJNn1gX4YQxkx4J8U+mRtgS+H1W5cHT0cnD+q7f6TydTWXc6jVm9wukS7l4fT0sQBEH4lxElLsJ/yokTJ7h69SoDBgyodTZa7W6DfWc/LP2qL4H5Q0leLme2baJxxy5YWNW9K0l8wscYjWV4uPdBrzNyZN01fMKdiO5hfs/z06dPM2nSJDp27MiCBQvuSscWgOI1P/Lu3Lk4PDQd/wlP35UY/jA6YjSOlo70Dep7yzGDUUKlVNC1kTtdwt1qfr0MOtj8NKit4IFNlfXn1zu5vDJxn/AjhPb88+FTyQW8sC6GjqGuPNar7guIBUEQhH+3OzqVpVAoBioUijMKhUKrUCgSFQrFU7WcH6hQKBYqFIqrCoWiQqFQpCoUiqUKhaLuO7QI/1nl5eXs2bOHkJAQ2rdvX+v59h18cB5s2g6g+1d8AwoFnUdPqHN8Gk066elr8PEZhYNDUywsVYx7tQP9p0eZNIN/vbS0NIYNG4abmxu//PILVlZ1r4evK41R4qnTV4hZuAi7zp3xe/LJOx7DHxKKEtAatThaOjI6YvQtx/VGiWnLTzB3wwVkWa79zczOVyD5CAz8oHLH0Ju1eQDuX1a5S+h1lAoFLQOd+Xx8a6wtbi2vEQRBEAS4gwm6QqFoC6wHtgEtgbnA2wqFoqadUiIAO2A2EAWMBaKBbQqFQvx2E0wmSRIbNmxAo9HQv3//GhOw8jPZlB5JR5ZqLoH5Q9rlWC4fOUCbQcNw8qx9E6OqyLJMbOwLgIKQ4P+jrFCLLMnYOlpi52xecl1UVMSAAQMoLCxkw4YNeHnd+TpngwzTzieysqCMK8FheL82F8VdKm3Jrchl+vbp/O9AFb3JqWylOHvVGfZfySHcy6H25LyiAC5vgbYPQvP7/3o853Jlq8XyfLCyh6ZDb7m0ZYAzax7phLv9nX/DJAiCIPxz3MkSl6eA47Isz/n977EKhaIZ8DzwVVUXyLK8E9h53UPXFArFI8AJoCkQ04DxCv8imZmZpKWl0bdvX7y9q0+ijaU6CtZfw8LLFrsOtS8MBUi9GIOdkzMdht86M2sqrTaDktKLhIc/j4XalzXvHsczyJE+U5uaNY4kSUyePJmLFy+ybds2WrVqVeeY6konSXyBLUfyi3m7sT8PLPgEpY3NHY8DQC/peXb/sxTrinm4+cO3HJdlmbkbLrA5JoMXBjRhUsegKka5iY0LPHoIVNcl2Wkn4YffO8KUZoOt6w2XfHc0iSuZJbw0OBIrtZhbEARBEGqmqG2hXL3dSKFIApbIsvz6dY/dA+wCAmRZTjVxnN7AbsBXluWMKo4/DDwM4OHh0WbNmjX1Eb7wLyBJEspaZnE9LihwTFWQ3EVCX3vp+Z+MWi2q2ywjkeVSwJasM5B3GQK7KXDwM6+05ZtvvuG7775j1qxZjBgx4rbiqQutDB9hx1ksGJmRwP0+zrd2N7lDNJKGJTlLuKS5xGS3ybSzb3fLORuu6Vh3Vc+9wRaMbVJzX3b7kji8M/dwLexBZOVfcxuueadodmEeOktnYqJfptwu8IbrLucbef+EhiauKp5uY3XX1gII/w2lpaU1to4VBKHh9OrV66Qsy23rY6w7OYPuA2Te9FjmdcdqTdAVCoU98BHwU1XJOYAsy18DXwNERETIPXv2rGu8wr+AJEmcPXuW5s2bo1LVPHOpSy8le8dp7Dr40GVw7Qv4ZEkiJzkRz2DT6tSrU1BwFCenNiiVFlz+LZOLly8S1d2PHuMjzBpn9erVfPfdd0ydOpX58+fflUSw3Cjx1dlrzNqwlpE/rSR061Ys/e/OkpEXDrzAVe1VXu/8Ovc1uq/Kc8pcM/D0LeK5/hE1bxSUHQvfTAYrR/zbNAEn/8rH43bBr2+DZxNsJv5Me/sbN4CKyy7liS8PE+hmx3czOuNid/c2ZxL+G/bt24f4vScI/3x/lzaLtU7jKxQKO2ADYACmNXhEwr/CsWPHWL9+PbGxsTWeJ8syhT/HobSzwKmfCWUOwMnNv/DdnCfIiLtc5/jy8w9x6vREEhO/oCRfw4HVV/AJc6LbmEZmjXPkyBGmTJlC165d+fLLL+94cl5hlCgzGLFVKVmcEMOIVd/iMXv2XUvOAR5r8Rjzus27JTkv1ujZcDYdgEHNfZgzoJZdPIvSKjcbUtvA1C1/JecA3i0qa82nbIKbknON3sicn84BsHxqe5GcC4IgCCa7kzPoGcDNxb9/rF67eWb9BgqFwgnYDFgAfWRZLqr/8IR/m/T0dHbs2EFYWBjNmtW8W6NCocCxb2VirrS1qHVsTVkpv61fi39kM7xC69YuT6NJJ+b849jZNSIwcBqFmXoc3W3oPTkSpcr0985JSUkMHz4cf3//u9KxpVBvYMzZa9golXyTm0D23LnoGjXC9YEpdzQOqHyj9UvcLwwLH0aAYwABjgE3HC/TGvi/709xND6P1oHO+LvU0lu+PB+WDarsaz51CzgHQkkm7HkDBn9SmZSP+qbKS8+nFRGXU8rcoU0JcDW/h70gCILw33UnE/RDQH/g9eseuxdIqqn+XKFQuAM7gHKgryzLxQ0apfCvYDAY+Pnnn7Gzs2PkyJE1zijLRhmFSoF1YxeTxpZlmb1LF6ItLaXnpOkoq9iNsjaSpCfm/Cxk2UB01Beo1Q64+8P9L7Q1a/a7oKCAe++9F61Wy/79+3FzczM7lttxuUzDwxcSiS/X8qW/M9lTn8OmaVOyJ09CUUtJUUNYcn4J80/Nx87Cjn7B/W44ll5YwQNLjxGXXcq8EdG1J+cA+QmgL4dxq8A7GnKuwLfDoDwPOj4GXtW/8Wsb7MqROfdgYykWhQqCIAjmuZMlLh8D7RUKxVsKhaKJQqGYDMwC3vnjBIVCcZ9Cobj0R59zhULhA/xKZQnMFMBWoVB4//5HfF4sVGv//v3k5OQwePBgbG2rT8RkWSZn8TmKdiSaPPblw79y8cBeOo4cW+fZ8+TkxRQXnyEych6S1peDa6+i0xjMSs61Wi3Dhw8nPj6eDRs20KRJkzrFUleni8sZcPIK2Vo93zUPYXB4EP6ffUrAoq+R7ezuaCwAqy6tYv6p+QwIGUCfoD43HLuSVcLwLw6RlFfOsqntGdMusJpRfqevAEkC/zbwxDkI7gJ512DZQDBoYMrGapPzfZez+XLfNWRZFsm5IAiCUCd3bAZdluXjCoViOPA28AyVZS0vyrJ8fYtFJyp7n/9RY9AfiPz9/+NuGrIXsK+h4hX+2SIjI7GxsSEiouaFlhXnctAlFGPX2vRe4ZLRSGB0SzqNHFvn+Dw8+qE3FOHhPoD1H58mO6mYqO5+WFqb9i0pyzJTp07l119/ZeXKlXTv3r3OsdTV69fScFGrWOfrgOuZE9C7N/Z3IQ6AI+lHeOfYO3T37868rvNQKm6ce4jNKEapULDusc4083WqeTCjHtZOA99W0ONZsLCGa3tg1URQWcCD28AzsspLE3PLeHzlafxcbJnaJVhsRiQIgiDUyZ0scUGW5c1U1pJXd3wZsKy6vwtCbf7YBdLX1xdf3yp2eLyOpDNStCUBCz97bNuYnqA37d6byG696rQQU6vNwdLSHTu7MBqFz+HU9iTSrxbSa1ITnD1Nr1N+9tlnWblyJW+//TZjx9b9jcLt+KppMAXFJRgfmkZGRga2O7ajcqol+W0AeqOelw+9TIhTCO91fw/VdSVHuaVa3O2tGNbSj75NvbC1rOVHnizDtjlweTOE9vjrcc9mlX+/9x1wqXoRcVaxhgeXHUepVPD1pDYiORcEQRDq7O/SxUUQ6sXRo0dZu3Yter2+xvNkWaZgzWWMxTqcB4WiqKmLx++y4uM4t3sbsiTVKTnX6XI5fuI+rsV/CEDS+TyO/HyN0FYeRHY2bVMkgHfffZcPP/yQmTNnMmfOnNovqEdJFVqev5yCXpLxsrLA4Z230V69iu/7792V5BzAQmXBZ70/4+OeH2Nn8VdpzaZz6XR9dw+/XskBMC053/4iHF8MHWZAu4fg1Ldg0IKDF4xbWW1ynl2sYezXR8kq1vD1pLZiUaggCIJwW0SCLvxr5Ofns3v3brRaLWp1zcmYIacCzZUCHPsHYxVae2JpNOjZtuBjjqxdSXlx3ZoIXbr0Enp9Pp4e/ZAkmYM/XsXNz56+U5uanPAvXLiQOXPmMHbsWD755JM72k7xYmkFQ05dZX12IYkVWkp276Z482bcZ8y4K6UtmWWZfB/7PQCRbpEEOwX/eWz54URmrTxNtJ8TLfydTRvwwAdw9IvKxLzf27B7LmyYBTFra730fHoRuaVavp3WnvYhrrWeLwiCIAg1uaMlLoLQUCRJYt26dSiVSoYMGVJr4mrhaYv3s+1Q2tXeUhFgz9KF5KYkMeyZl7BzNq3by/VycnaRk7uT0NCncHRsDsCQx1sgGWTUJi4kXL9+PY899hgDBw7ku+++q3Xjpfp0IL+EB88nYK9Wsb51OKF6DddefAmrppG4PfLwHYvjD4WaQmbsnEFmeSYDQgbgal2ZFBslmU92XeGzPXH0berFZ+NamV5q4t0cWk6E7s/Cd8Mg8QC0eQBajq/10t5NvNj3TE/c7O9si0tBEATh30kk6MK/wrFjx0hNTWX48OE4OjpWe54syWgu5WMd6YrKwbRGQPGnj3Nu1zZa9h9MeLuOZsem0+Vx+cqr2NtFEBT4EPnpZbh42+LoZmPyGLt27WL06NG0bduW1atX1/oJQX36Ni2XOVdSCbe1ZmWLUPysLQFrPOc8j03zFigt72xDJaNk5Kn9T5FSksIXfb74MzkH2Hspm8/2xDG2XQBvDo9CbUo/+ZzL4BEBjfuDvScs6gVlOTDwA2g7Dap5syfLMm9viaVNkAv3RvmI5FwQBEGoN6LERfjHMxqN/Pbbb4SHh9OiRYsazy35NZW8by+iic03aWy9RsP2L+fjERRC94lT6xRfWdk1lEorIiPfoSTPwNr3TnDkl2smX3/ixAnuu+8+IiIi2Lp1K/b29nWKo66i7G2Y4OvGljaN8LO2RJeaBoDz8OFYhYbc0VgkWWLesXkczzzOK51eoaNP5Rumcp0BgHsiPVk2tR3zRkSblpyf+ha+6ABxuyv/buNamaRP2wHtHwJl9WP8eDKVRQcSOJlUcNvPSxAEQRCuJxJ04R9PpVIxbdo0Bg8eXGNpiyG3guIdSdhEuWEdaVqdsIW1NcOffZkhT87BwtK8GVJZlpFlGReX9nTquAtb62ZsX3QBpVJBVA8/k8aIjY3l3nvvxd3dnW3btuHqemfqmzVGiV+yCpBlmdZOdrwfEYC9WkXxtu3EDxpExYULdySOmyUXJ/PjlR95oNkDDAsfBsDu2Cy6vbuXq1klKBQKekZ4mlabf3kbbHoSgrpAyrHKRaIuQfDQ3soWizU4FJfLC+tiaB/synP33tn+84IgCMK/nyhxEf7Rrl27RnBwcK2zyrJeIm/lJRSWSpyHhJmUwJUXF2Hr6IRPo5p7qVcnMfFzDMZSwsPmoFAoObDmEjnJJQyYEW1SeUtSUhL9+vVDrVazc+fOWttG1pcyg5EpMQkcLCzFy8qCTs6Vr60+LY2MV1/FqnFjrBs3viOx/MEgGVApVAQ7BbO432LaerVFozfy9pZYVhxNorGXA652ZpTaXNoCayaBSxgUJELqcYgcAt5R1Za0/OFqVgmPrzxNkKstix9oi4UpM/WCIAiCYAbxm0X4x8rIyOD777/n4MGDtZ5bvDsJfVoprvdHoHKqfSY8Pz2Vrx97gFNbN9Yptvz8Q8QnfIJOmwvA5aMZXDyYTuv+gYS29Kj1+pycHPr27UtpaSk7duwgPLxuO5aaq0hvYHJMAocLS/kgIuDP5FwqLyfl0cfAaMR33tsoLExbXFsfMssyuX/j/WxL3AZAO+92JOeXc9+Cw3x7JImJHYNY/Ugn02vAdeWwYSY4h4CuBHSlMHVrZXJugqMJ+ZW9zie3xdH6zr0OgiAIwn+HmEEX/pH0ej3r1q3DysqKNm3a1Hq+dRNXZEnGpplbredKkpGdiz5HoVTSuGMXs2MzGjVcuvwyNjZBNGnyFgqFAidPWxp38KLD0NBary8qKmLAgAGkpKSwa9cumjdvbnYMdZGm0TH8dBypGh0fNwlgrM9fr1Xma6+jvXqVgK+/xuoOvVkAuJx/mZl7ZlKqK8XB0uHPx5cfTiI5r4yvJ7WhXzNv8wa1tIX2M+DQx2DlAFM2gE/NaxcA9EYJC5WSSR2DGBTtY96MvSAIgiCYQcygC/9Iu3fvJicnh2HDhtVY3iLrJWRZxirYCeeBtSfHAOd2bSf14nl6TX4Iexfza76TkxdTUZFERMTrqFTWAHiHOtF3ajOUtZRD6HQ6Ro8ezdmzZ1m7di1dupj/BqGuEiq06CWZ9a3Cb0jOAdSenrjPmol9t653LJ700nRm7ZmFxqBhSf8ltPfqTFx2CQCvDGnKiZf6mpecF6XB2dWV/9+4Hzj6wvTdJiXnKfnl9Hx/H6eSKxeEiuRcEARBaEhiBl34x7ly5QpHjx6lXbt2NGlS/QI92SiR+91FLP3tceoXbNLYqZcusHfZ1wQ1b0V0735mx6bT5ZKUvAgP9764uXbl7O4USvI1dBoRhqqW5FySJKZMmcKOHTtYsmQJgwYNMvv+dSHJMkqFgq4uDhzpGInNdXHKBgMKtRqPJ2ejqKGjSX0r15czddtUSvWlLOq7CCdVCCO+PERaQQX7numFk60FNib2jwegJBO+HQql2RA1EnxbwqOHQV17WUxhuY7/++EUxRV6bM25pyAIgiDUkZhBF/5xXF1dad68Of361ZxAF21LRHulALWLtclj6yrK8QgKYdATz9UpIbW0dKdD+01ERr5HUU4Fh9fFUZRTgVJZ88JDWZaZPXs2q1at4p133uHBBx80+951YZBkJp6LZ0FyNsANybkuMZFr/e+l9NChO5qcA9ha2PJw84f58p6F7D9vRb+P9pOUW868EdE42ZpZ9511ARZ0gry4ynrzwqTKx01Izks0ekYvPMKljBI+GtOSJt7V99gXBEEQhPoiZtCFf4w/2ha6u7szYsSIGs+tuJRP6YE07Dp4Y9fO9DKI0FbtCGnZ1rQ2fTcpKb2EvV0ENjYB6DQGdiw+DUDP8RG1jvfGG2/w2Wef8fTTT/Pcc8+Zfe+6mn0pmT35JfR3d7rhcUNuLkmTpyDrdFjcoe4xUFnWUqAtoJlbM/oGDmX8oqOcT0vmniaevDy4KcHudmYOeBqW9AOjDjybwqil4BZm0qWyLPPk6jNcyylj2dR2dGtU++JeQRAEQagPIkEX/jH2799PdnY2I0aMqHEnTUNuBfmrLmPhY4fzYNPqzn/7eQ0qtZo2g++rc3J+/PhQwsKew8N5Mus/OU1BRhl9pzXDzrnmmdpPPvmEV199lSlTpvD+++/X6f7mkmSZ16+lszargEcDPJji5/7nMWNxMckPP4yxqIjg1auwCrkzmxGllabxyM5HKNGVsGH4BpysnegS5s5jPcMZEOVdt9dl/azK5DxiENy/DNSm144rFApc7Sx5ZXBTkZwLgiAId5RI0IV/hNjYWPbt20fLli1RqWquA9allqCyU+M2MRKFRe01w6kXz3Nw9XdEdu1Zp9i02izOnp2GhYUb3t7DKUitQKcxMHhWCwKb1tw15oMPPuDZZ59l1KhRLFq06I4k5wDPXU5lRUYeU/3ceSnsrxlyY0kJSRMmok1MJOCLz7Guoca/PmWXZzNl6xRKKhQEaV/haoaRtsHwwsDIug2oLQMrO+j9EuRfg46P1drf/A/5ZTqyijVE+jjyzojmtZYnCYIgCEJ9Ewm68Len1WrZsmULXl5eNe4WKssyCoUC25ae2LTwMCnZ1eu07Fz0OU4envSZ/pjZCbIsG7l48Tn0+iLatlmDlaU73qEw8Y1ONS4KlWWZ1157jddee43Ro0ezYsUKLO5gb/GuLvZ4W1nwdLDXDc9ZaW2NXfdueD73LPbdut2RWLLLs5m+Yzr5hfaQOYMzWh1phRW0rctgRj2snggJv8IDmyHiXrMuzy3VMmnJMYor9Ox9pieWarFMRxAEQbjzRIIu/K1ptVp++OEHSkpKGDVqVLWlLbJRIu/7S9hEumLXzrRyCFmW2bdsEfnpqYyYMxdL69p397xZQuIC8gsO0iTiTYrTfbh8LZGoHn5Y21WfbMuyzCuvvMKbb77J1KlTWbRoUa2fCtQHvSRzpqScdk52DPdyueW4VF6O0tYWr2efbfBYrrc9cTvJWTaUp0zGw96SHx5qW7fFmKU5sPieykWg9p6Vf8yQU6LloW9PcC27lMVT2orkXBAEQbhrxG8g4W+ttLSUvLw8Ro4cSVBQUJXnSBoDucsuoLmYh2yQTB47O+Ea5/ftpM3g+whpVaf5WpwcmxMU+AgO1sPZseQCl3/LrLGS4vrkfPr06SxevPiOJOdGWebJS8mMOB1HUoX2luN5S77h2oCBaBMSGjyWP5TrywGItB1ARcoUQtwcWD+zS92S8ys74JNmlcm5fzt4/Cw4+Zt8eUJuGSO+PMSlzGLev7853RuLmnNBEATh7hEz6MLfmpubG48//jiWllUv7pMlmbwfLqG9WojT4FDsO5neccQrNJzJ732Oq5/pidwfjMYKVCob3Nx6YG/TmXUfnMKglxj6RBRW1bQBlGWZ559/nvfff59p06axcOFClHegfWGuzsCD5xM4VlTGcyHeBNn8tWhVlmVyPvyQvMVLcLj33jvWseWH2B9YHLOYpfcupVVgILP7RHB/W3/c7WtvfXiLwmRYORZkI3R9Eu551eR68z8sPZRAmdbIqoc70TLA2fwYBEEQBKEeiQRd+Fs6duwY+fn59O3bt9rkHKD0YBraKwU4DwszOTnXazTkJCfg06gJbv4BZsdmMJRx4uRIvL2GEeD/CNu+Pk9hZjlDHm+Bm1/Vu5oajUZmzJjB4sWLefTRR/n888/vSHJeoDcw7uw1rpZr+LhJAOOu2yFUqqgg49VXKd6wEedxY/F++eUG73eul/R8cvITlp1bi23+oxSV2BPkqODRnqa1PryBthSs7ME5ECauA7UFBJm386rOIGGpVvLK4KZM6xpCkJuZbRwFQRAEoQGIEhfhbycpKYkdO3aQm5tbaxKrtLPAJsoNu44+Jo2t12r45f3XWfXK82RcvWR2bLJsJDb2ecrK4nB0bE5WQjGZ8UX0mtQE/yauVd9Tr+eBBx5g8eLFvPjii3zxxRd3JDkH+CEjnyvlGpZEhdyQnAPkLlxI8YaNuM+cifcrrzR4cq4xaHh46zMs2peFNv5FCgo8KSwzvSTpBrlXYVFvWDYIMs9DWE+zk/P1Z9K495NfySrWoFYpRXIuCIIg/G2IGXThb6WkpISVK1fi6OjI0KFDq+/YYpBQqJXYtfHCtpWnyYtCd379OckXYhjw2JP4NjavhZ8kGbh85VWyc7YSHv4Crq5dwBWmvN0Fa/uqy1oMBgOTJk1i9erVvPnmm7z44otm3bOu8nQG3CzV/F+gJ2O8XXG3/Otb/Y9uN+4zZmDbrh32XcxLbOtq1i+r2XuyF8gWDIz25sk+jWnk5WDeIGV5sP1/cG4VKC0g93LlZkTeUWYNs/5MGrNXn6F9sCt2VuLHoCAIgvD3ImbQhb+NoqIili5disFgYPz48Tg6Vr1Y0FCgIfOjk1RcygdAYWKf6nO7thF7cB9d7p9A0+69zY7v8pVXSE9fRWDgQxRd68/5/akA1SbnOp2O8ePHs3r1at5///07lpxfLK2g62+xxJdXLga9PjmvuHCBpImTMBYVobS2bvDkvLBcR1FFBQDRrh1oFWTL9tndWTChjfnJ+dnV8FkriPkRrH7/2rj3HWg9yaxhvjuaxJO/J+fLprbHXiTogiAIwt+M+M0k/G2UlZWh0+mYMGEC7u7uVZ5jLNWRu+wCUrketYvpCwoLszLZs/Qrgpq3osN9o+sUn6trV6ytfChLvo8Dq68Q0sKdZt39qpy9LywsZNy4cWzbto0PP/yQp556qk73NFeGVsfYs9dQKxWobgqrZNcu0p97HqWzE8aCAlROTg0ay9aYDJ5eexK3gD1snPgKj/VozKxeEeZvxiTLlYs+bV3BPQKyL4JCCZPXQ7B5bzC+/y2Jl385T+8mnnw2rhU2lg3fQUcQBEEQzCUSdOGu+6PkwtfXlyeeeKLaDXukCgN5yy9iyK3AfWoUFl6m1ww7e3kzcNazhLRsbXattU6Xi6WlO54eAzj2WwInNl8hKNqN/tOjqkw2ExMTuffee7l27RqLFi1i+vTpZt2vrsqMRqafT6TUKLG5daMburUUrFlD5iuvYh0djf/nn2PhZV6PcHMk5ZXx2ekKTmadQmmdSpCHEqVSibqGjZuqpCuvLGexcYF7XoFGfSG0N+x6BdpNB9cQs2MbHO1LYbmeaV1DsDZhl1lBEARBuBtEiYtwV8myzC+//MKBAwcAqk/OdUZyFsegSyvFbXwk1uHOJo1v0OnITowHIKJTVyxtbM2Kr6j4LIcO9yQnZweHforjxOZEmnT2YcCMaFQWt377xMTE0LlzZ7Kysti1a9cdS841Ron7z1zjVHE5nzQJJNL+r02X8ld8T+Yrr2LXrRtBK75r0OR849l0+n/yK6dzNFi67eGBfrksH/IujpZm9jZPOQ4Lu8PJZaApgm+HQWEKqFTQ/y2Tk3ODUeK7o0mMWXiECp0RJ1sL/q9XuEjOBUEQhL81MYMu3DWyLLN7927Onj1Lz549azxXoVZiFeaMY59AbCLdajz3+vH3LP2KC/v38OAnC3Hy9DIrPr2+gPPnZ2Fp4YKzczscXEpp3sufrqMbVTlzfvDgQYYMGYKtrS0HDhwgKsq8hYu3w0qpoI2jLY8EeDDU0/mGYw79+iKVluD24IMoamhZeTsMRgm1SomLrSUuTgVUuHzNh31e5p6ge8wbSFMEW56Fc6vBwReGL4CDn0DeVciLA2fT22KmFpTz6IpTxKQV0TLAmaxiDcHuolOLIAiC8PcnEnThrvn11185ePAgbdq0oUePHlWeYyzSImkMWHjZ4TzQvJKGszu3ErNnB+2GjTI7OZckA+cvPIlWm03j4OVYWLjQvLczyFSZnG/YsIExY8YQFBTE9u3bq931tL6lanRkafW0cbLjjUZ/bbgk6XTkfbUQ9xmPYOHpifuMGQ1y/3KdgY93XsEowUuDm9C1kTvrZvRi92HJ/OQcoCQTLm+D7s+CaxjsfBkkI0z6BUKr/hqpyr7L2Ty5+gwGSeaj0S24r1XVawUEQRAE4e9IlLgId8XRo0fZu3cvzZs3Z9CgQVUmT1K5npzFMeStiEWWZLPGjz91nN3ffElIyzZ0HWtelw+Aa9feIz//AHLeQ2z+RENxbgUKhaLKjjHffPMN9913H9HR0Rw8ePCOJOeyLLM6I59exy4x+1IykvzX6yPpdKTOnEnuggWU/fZbg8Ww62IW93y4n0UHEriYd4EHtz9Imb4MH3sf/C3N2J1VWwpHv6pcDOoRAbPPgksI/DKjslvL1K1mJecAP55MxcPBig0zuzKitb9IzgVBEIR/FDGDLtwVarWaZs2aMWzYsCo37dEmFVPw4xUMBRrcH4wyuZUiQGl+Hps/fR/3gCAGPv4sSqX59cZqtQeG/EHE7WpFu8GBOLhZ33KOLMvMmzePF198kX79+vHTTz9hb1/1TqL1qcRg5InYZLbkFtHO0Y7Pmwai/D0BNRYXkzrrccp/+w3vuXOx79at3u9/NauET3ZfZfO5DMI8bOnS7ijnSn+hr3VfFJiRCGuK4NgiOLoAyvPAOxosbMCvNUSPAtkILSeAif9+qQXlSBIEutny0qBInG0sRZcWQRAE4R9JJOjCHSVJEkqlkrZt29KmTZsqZzYrYvPI/+ESSgdL3KdGYR3mbNY97Fxc6TpuMiEt22JtZ17CbDRWoNeoOb22NRnxofQY15ioHrfOBms0Gh566CFWrFjB+PHjWbp0KZYNVN99vSytnoEnr5Cu1fNymC8zAjxQ/f4a6jMzSXnoYbQJCfi++w5Ow4bV231lWaawXI+LnSUWKiWnkwqY1s2Pc8Z3iCm4yBOtn2Ba1DTTZ6pTT8C6hyH/GoT3gU7/B3vehPx4mH0O1FbQerJJQxklmZ9OpfLW5lgifRxY9XAnfJxsar9QEARBEP6mRIIu3DGlpaWsWLGCnj170qRJk2qTufITWag9bXF/oBkqB9OT3sLMDCpKivFpFEGr/oPNji819XuuxX+ARclrZCU50H96NOFtbu14kpKSwsiRIzl+/Divv/46L774YpWfAjQET0s1QzydudfdiY7ON775kMrLkcrLCfx6IXadO9fL/WRZ5mBcLm9tjsXRxoI1j3Qi2N2Og8/3Zs7B50lIjuOTXp/QO9CMjZ+Mevj5EdCVwZRNYOUAq8ZDcRrc93Vlcm6i08kFvLL+wp8LQd8d2bwOz1IQBEEQ/l5Egi7cERqNhu+//57c3FxsbatudWgo0qJ2ssJlTAQASjPKE64eP8KWzz7A1tGZqR9/hbqado3Vyc3dy+Urr+Li0pFmHbrTKFqFR+CtO13u2rWLcePGodVqWbduHffdd59Z96kLrSTx9rUM7vd2IcrBlrnhfn8ekzQaClevxmXiRKxCQwnbuqVeOrUUletZ8VsSP59OIy67FE8HK6Z1DUGWZfSSHkuVJU+2fpIxEWNo49Wm9gElCS6sg/B7Kvuaj19T+d/EA7BqQmWS/tDeyvIWE+29lM2Dy4/jYW/F/LEtGdrCV9SaC4IgCP8KIkEXGpxer2f16tVkZmYybtw4AgMDbzguGyWKNidQcTEP72fbmZWYA6RcjGHzJ+/iHhjC0Kf/Z3Zynl9whJiY2RjKgghv+SlWVs543BgikiTx7rvv8tJLLxEZGclPP/1ERESEWfepi2OFpbxwNZULpRqCbCyJcvjrzY0+K4v0556n/LffsIqIwK5jx3pro3gkPo/3t1+mub8T749qzoBoH6wsZF4+9DLpZeks7rcYH3sffOx9ah8sbhfsmguZMdDvTeg8C9zCKo8lHQG3UBj1DbiG1jpUbqmW9MIKmvs70zncjaf7NmZK52AcrM37NxcEQRCEvzORoAsNymAwsGbNGhISErjvvvto3LjxDccljYH8NVfQXMzDvouv2eMXZWex4aN5OHp6c9/zr2Dn7GLW9WXliZw+PRl9uQv5Z55A7nhr7XJ2djaTJ09m+/btjBkzhkWLFuHgcOvsen0yyjKLUnJ4Kz4DFwsV30aH0M/d6c/jutRUkiZNxpifj8/bb2PXseNt3c9glNh9KZu8Uh3jOwTSt6kX6x7rTOvAytczNi+WN46+QUxuDNOjp2OUjSgVtZT1ZJyDbXMg6RA4B8GIxRA1Ak58AxZ20GIM9PofWNiCquYfRUZJZtXxZN7ffhl7KzX7n+2FlVrFzN6Nbut5C4IgCMLfkUjQhQYlSRJeXl5ERETQokWLG45VxOZR8HMcUokO5yGh2Hfxq2aU6l09dhjJYOC+5142Ozk3GiUOryojt3Akiop7GfxYBxzdbkzQDx48yJgxY8jLy2PBggXMmDHjjpRRfJ+ex9xr6fR1c+SzyECcLf76VtVcukTKw48gaTQE/fA9Ns2a1fk+Gr2RH35LZsG+OHJLdbQOdGZc+wBUSgWtA13QS3qWxCzhq7Nf4WDpwLvd3mVg6EDTBj/6JeRegXtehU4zK/9/5Ti4ur3y7y3GgHXtO4yWaPQ8/O1JjsTnEeXnyIf3t0RlRlcfQRAEQfinEQm60CB0Oh2FhYV4enrSp0+fW47LskzZ0QyUNmrcJzXFMsC8GWmdpgJLaxta3TuEgKbRuPiYntxLko7LV16jKL4HV46paTvwYdoOCkal+mtGWJZlPvroI55//nmCg4M5cuQIrVq1MivGuigzGrFTqRjv44a3lQV93RxvfUOgUKC0sSFg0SKsIxpXPZAJtp3P4H8/nye/TEfHUFdeHhzIvVHeN9xPlmW2JGyhb1BfXur4Ek5WTtUPmHwUDn8G3Z6q/Ps9L0OfuVCRDz8/DBd+BpUV9HkNOj9uUowVOiP9Pv6VjCIN80ZEM7ZdgKgzFwRBEP71RIIu1Lvi4mJWrlxJSUkJjz/++A3tB8tPZ2MZ6IDazQaX0REorVQo1OZ1QDm3extHflrF+Dc+wMHNHa/QcJOvlWWZS5dfJiNjLWGRjejnOYBGbW/cZTQnJ4epU6eyefNm7rvvPpYuXYqTUw2JaT0wyjJvx2fwc1YBP7cKJ8jG6paSlryFC/F54w2sIyII3bIZhcr8Ht+JuWUoFQoC3Wzxd7Glc5gb49oH0jnM7YbE92zOWRq7NMZGbcN3A76rOTHPvlRZtnJ8Edi6Q24c4AWOv5csZV+EuN2VSXnHR/96vBqyLHMsIZ8OoW7YWKq4v20AnULd6BTmZvbzFQRBEIR/IpGgC/WquLiY5cuXU1JSwsiRI/9MzmWjTMneZIp3JWPf3Q/ngaGo7Mxb2CdJRk5s/JmDK78luEUrrOuwKdCpI+9TqFmLv++jBIc8ACE3Ht+zZw8TJ04kPz+fzz77jP/7v/9r8BnbC6UVPBGbzPnSCib7uuFp+dfrIssyRevXkzn3NRQqFR5PPYXaxcWs5FxnkPjlTBo/n0rjaEIeA6N8+GJCa6L8nPh8/I1dU2RZZt3Vdcw7No9RjUcxp/2cmpPz7S/Ckc9Bqa7cVOjedwAIWvks7PsNej4PoT3hqYuVnVpqEZNaxCsbznM6uZDdT/cgzMOep/rW/VMCQRAEQfgnEgm6UG/i4uJYt24der2eiRMn/rnlvS6jjIKfrqBPLcWmuTtO/YLNHrswM4Mtn31ARtxlQtu0Z9Djz2JhdevuntUxGiUObnsTg81ytHkd8Wnx2A3HDQYDr776KvPmzSMiIoKtW7feUjPfENZk5vP85RTs1So+ahLAOG/XP98QaBMSyJz7GuW//YZt27b4vPkGahfz6uzXnkzlox2XSS/SEOpux6zejZjYIfCW82RZ5nzueb44+wWH0g7RxqsND0U/VPWgedfAORBUFmDrBt2eqZwZV1vDme/hwEeElGaCRX+QjJU7gdaSnF9ML+aLfXFsjcnAzd6K90c1J8TNzqznKgiCIAj/FiJBF+rNmTNnsLe3Z8SIEXh7ewOguVZI7jfnUVqpcB0bgU0LjzrNSJ/ZsYmclEQGznyayG69zLq2rEjL1q/OovKOwdGtJ32GfIGl9V/JfUJCAhMnTuTw4cNMmzaN+fPnY2d3Z5LDwwWlNHewZXFUMB6WN36ikPHiS2hiY/F+9RWc778fhdr8b9fkvDI8Ha15e0Q0PRpX/9r/cOkH3jn2DjZqG+a0n8PYiLGolNfN0ssypJ2sXPh54WcY8C60f+ivevPcq7B8CJRkgF8bTofPotXwmSbFKEkyExYfRW+UeahbKI/1DMfJVrRNFARBEP67FLIs3+0YGkxERIR8+fLlux3Gv5pGo6G0tBR3d3eMRiM6nQ4bGxskrRGllQpZL1G0LQGH3oFml7QA6DUaLKyt0eu0lObn4eJtXitGSdKx/ZtDJJ9V0HNiOI3b+6L4vT2gLMt8/fXXPP300yiVSr7++mvGjh1rdoxmxSPLbMguJNDaktZOdmiMEhZKBarfE+firVuxad4cCz8/Ks6cQe3piYWvac9ZlmVOJBWwNSaTtsEuDIz2QZIqv7+VVXQ9MUpGSvWlOFk5ka/JZ1vCNgaGDMTZ2vnGE48vhmOLIScWLO0rS1k6z6ycRZdlUCigNBuWD4VBH0JwF/bt20fPnj2rjfVCehHbz2cys3cjLNVKtp3PoFOou0jMBeE21fa9JwhCw1EoFCdlWW5bH2OJGXShzvLz81m1ahWyLPPoo4+iUqmw0Cop2B6HJjYPr6faoLRS4zwkrE7jn9q6kVNbfmHcGx9g5+xiVnKu0xgoKcomKf15HCPTGd53DV5Bfy0yvHr1KtOnT+fXX3+lT58+LFmy5JYNlOpbgd7AM5dT2JxTxCAPJ5Y4hWD9e+cYqbyczLfeouindXjMno37jEewadnSpHFT8svZHJPBulOpXMkqBcDKQsnAaJ8qE3OAYxnHeP3o61goLVg1eBWu1q6Mjxxf9Q2u7AC1VWV9efMxYOtaWbpybBFc3goT1oK9Jzx6GJTVL/j9Y3fSjWfTuZRZgoOVmvYhbnRt5M69USZseCQIgiAI/xEiQRfq5OzZs2zcuBGVSsWoUaNAY6RgZzxlxzJBBtvWnrc1/pkdW9i7bCFhbTuatRhUlmWuncrht62H8Gz9BWrbNBo3egUvv8rk3GAw8Pnnn/Piiy9iaWnJ119/zbRp01DWkFjWh1/zS/i/2CQK9AZeDPXhscC/Xp+Ks2dJf/FFdPEJuE57ENdJE2sdr1RrwN5KjSzLPLn6DCeSCojyc+S9kc3pH+WNk03VM9GFmkI+OfUJP139iUCHQB6MehCV4qYFp3pN5cLPiIHg1RTuXwqW15X8xO3+fWfQc5ULQLXFYONcY3KekFvG0M8OUqI10DbIhZcHN2VUG/9q4xQEQRCE/zKRoAtmkWWZ3bt3c/DgQQICAhg5ciSO1vZkfXwSY5EOuw7eOPQMQO1i+gLOm8c/9suPHFz9HaGt2zHkyTmoTKy9rijRsfvbWPILtuHTfgVqCxXRUQtwd6+sWT979izTp0/nxIkTDBgwgK+//hp/f/86xWmOTdmFTL+QSKiNFatahNHM/q/NkIq3bSPtqadRe3oS8PXX2HftUu04aYUV7LyQyc7YLI4l5LP3mZ74u9jy0eiWSLJMsHvNdfMpxSlM2jqJQm0hk5pOYmbLmdha2P51gqYITq+Ao19BUXJl+YpX07+S8/J82Pg4xG4El2AYsQiiRlWZmMuyTGJuGemFFXQOdyfYzZZxHQIZ3tKPpr61b04kCIIgCP9lIkEXzCLLMllZWbRq1YqBPftj4VSZiNtEe2DbwsPsDYdudnrbRg6u+paITt3o/9hsk5PzopxyNn56ltLCCpoOP4GVQwjNo7/AxiaA0tJS5syZw4IFC3B3d2f16tXcf//9Ddo+sdhg5FxJOV1dHBjk4cRXTYPo6+6I3e/tESWtFqWVFXadOuH6wAO4P/Yoqmo+KcgoquC5tec4cDUXgHBPe6Z1DUX9e2Ic6GZb5XV/KNOXYWdhh5+DH70De3N/4/uJdIu88aS9b8ORBaArAf/2MPgjaNT39wFywc69sv48PwF6vwydZ1WWvdyksFzHT6fSWHSwgszt+3CwUnP0f/dgZ6XmfwMjbzlfEARBEIRbiUWigkny8vJQq9U4OTlRmpiP5lAmmov5eM5shaVP/XU80ZaXcX7vLloPHGpSAq3TGLC0VlNWksO+lWdofU97PILUKJVWKBQq1qxZw9NPP01aWhqzZs3itddew8XMVoXm2pBdyOxLyQCc7dwMB/VfJSTG0jJyPvqQ8jNnCFm9GoVF1SUecdklFGsMtA50oahCT/+Pf2V8h0AGN/ch1MO0kp8SXQkLzixgc/xmfhn+C67WrjeekHEWXEMrWyAe+LCyE0v7h8CvDRi0cHEDHPsaChLhyQugtvyrbWIV3tt2iQX7rgEQ7qxkco9IujXyIKSWmX1BEOqPWCQqCHePWCQq3FHXrl1j7dq1eLt7MsSuE+Vnc1BYqbDv4ofaybL2AWqRfuUSx9b/yOAnnsfK1o42g4bVeo1klDi9M5nTO5MZ8T8XYi/PxLd9CD5hlbO+Z86c4amnnmLv3r20atWKNWvW0Llz59uOtSZXyzT872oqBwpKibSz5qMmgX8m57IkUbRuHVnvvodUWorr5MnIksT1b0GySzT8eCL1z0WUbYJc+OnRzjjZWLDv2Z5YW5i2OZEkS2y8tpGPTn5EgaaAUY1H/VVnLsuQsB+OL4HYDTByCUSPgm5P/3X80ubKGvPcK5UJfNcnQTZWHr8uOdcajKw/k46/iw2dw9x5rFc4tpYqujbyoPDaGXp2Cr69F1QQBEEQ/qNEgi5Uq7y8nJ07d3L69GlcXV3pkBVMRUUe9t39cewZgNLm9r58ZFnmzPZN7Pt2CQ5ubpTm5+HsXXs3j7y0UnYvjyUnuZjwbpc5d34harU9oSGzSUtL44UXXmDFihW4uLiwYMECHn74YVRm7LxZF6UGIwNPXsFCqeC1cF8m+7pj83uHFmNpGamPPUb5sWPYtGiB10svYRMddcP1Sw4m8M7WWPRGmTZBLswd0pSB0X+9FqYm5xWGCh7e8TBncs7Q3KM5C/osoJlbs8qDuVdhyzMQvw+snKD7sxDW+8YB8q7BqvHgHARjV0Lje2+pMTcYJVafSGHxgQQScssY1z6AzmHu2Fupmdm7EQC/T6QLgiAIglAHIkEXqpSXl8d3331HUVERHTt25J577kF3Lh/rcGdUTrfWHptLU1bK1s8/JP7UcUJbt2PA/z1da7cWWZLZv+oKsYfSsXGqoNX4VVQYDmFn1xJPj1d4/fVvWbBgAbIs89xzzzFnzhycnZ1vO9bqGGWZ3XnF9HN3+n0n0EBaO9riZ22JsbSM8suXsG3TBqWdLbLBgPfrr+E8ahQKpfLPWu3BzX3wcrTG0VrNmHYBPNglxOQSlusVaYtwsnLCRm1DE9cmjGw8kqFhQ1GW5vx10vb/Qcpx6D8P2j5YWUOefARi1lYeH/wRuIfD8K8qZ9VVt5bfHLmWx+ubLhKbUUwjT3uWTGlL7ya317FHEARBEIQbiQRdqJKtwRIXgx3dNeE08WmDhYUFFm286m38bQs+IfHsKXpNeYhW9w5BUUOLPm25HitbCxRKBboKHZGdfWg7yJvYq4uwVD7G6lUZLFjQGa1Wy4QJE3j11VcJDQ2tt1irsj23iDevpXO1XMv6VuF0cLZniKcz+vR0spZ/S+FPPwHQ6Nf9KG1tCf7he7QGI8cSC/jlTBrrTqWhNUjYWqoY1z6Q+9sGcH/bALPjyKvI44dLP/Ddxe9YNWgVoc6hvNj+BbiytXLjoKRD8ORFcPSBXi9W9iu3doLLm+HEUkg8ABa2EDn0r02HWo674R5ZxRpsLFU4WluQXaKhoEzHZ+NaMaSFeZtGCYIgCIJgGpGgC38qKSlh98YdtNeHIV0q4R5VUxx6+mEdUT+LKnUV5egqKrB3daPHxKm0GzoSv4jqO3vIsszZ3Skc/SWe4c9EUGb8Hvumm2nfbhNZWYUsW+bL0qUvo9VqGTNmDHPnzqVx48b1Emt1MrV6XriSytbcIsJsrFjQNIj2TnZo4xPI/fJLirdtA1nGsX9/XCdNRGFT2VKxQmeky7t7yC/TYaFSMKqNP5M6Bte55WCJroQPT3zIxmsb0Uk6+gX1w15TApufgYvroSy7shVil9mVM+WyDN7NK8tVDnwIu18HO08Y8B60mgSWt3aCOZ6Yz9JDCWw7n8n/9Qrn6X4RDIjyYWC0Dxaqhu0bLwiCIAj/ZSJBFzAajZw8eZJdu3Zh1BnwVlgQ2SMa+y5+qBxufxGorqKcC7/u4bd1qwlu0Zp7H3sSFx8/XHz8qr2mOK+Cg2uuknAum7CuZ7iS/AJ6Qw6FhW148MEHWbXqZ2RZZtKkScyZM6fBE/M/PHYxidPF5Twb7M3/eTqizM9DoXABo4HSvXtxHj4Mp4dncFprxcILmaScPs7Sqe2xsVTxZN/GeNhb0iHEDRe7ur+usiwzbfs0LuVf4oHAfox1b4dv9BioKIDzayGoCzQdDs2Gg74Czq2unC3v+Tw0HQbRo8GvLQR3q7KH+cmkAj7ZdYUDV3NxsFbzQOcQRrSu7BdvqRaJuSAIgiA0NJGg/8ddPnKe7bt3kG8oJjQ0lL5teuIV5ovS+va/NGRZJv7UcXYtWUBpXi5+TZrRvM+9tV53fHMCJ7YmolLraDbqE3TSZc7F+LFhvTc7d67B1taWRx55hKeeeoqQkJDbjrMmZ0vK+SY1l1fCfHGzVPNogAe+ZSV479pM8tJl2HXogN+HH2DVqBFWG3ew6nwOK7+NJbtEi7WFkl4RnkiSjFKpYFLHoDrHIcsyp7JP0dy9ORZlubxg4U+YLgfH/Ysh4BxEjwEbF3jmamXteGYMbHkWYn4EXWnl7PkfmxI5B1T+uU6Z1oCdVeW/+dqTqZxMKmDOgCZM6RSMjWXDLrAVBEEQBOFGIkH/D5KNEuUxuZQeSefX9F/Rq/SM6DOU6C6t6nXznlNb1rPv28W4+Poz+tV5+EdGVTt+fnoZLt62KJQKFBZ5NG7vTeNuLnz0qYY1a0pITz+Ip6cnb7zxBo8++ihubm71FmdVThaVsSAlm805RdirlIz1caXF+StEfPkVZYcOkS1JWLVtx9leI1EVafB2suZkehnzd1+lU6gbrw9rRo/GnvWS3J7NOct7x9/jXM45Vjm2p9m5dbSSpcoSlh7PQcvxf52ssqjsVb56EpRkQLMR0G5aZW/zm157WZY5lVzA6uMp/HImnW8fbE/HUDdm92nES4Mi/0zYBUEQBEG4s8Rv4P8QnU7H6cMnOL7/KJ00jfB19WZkryHYdfDBys66Xu5x7eQxLG1sCGgaTUTn7lja2NK0ey9U6qo35NGU6jm8Lo7Yw+l0naBC7bqRk4lrOfZbF1Y/toGysjL69OnDxx8/xLBhw7Cyuv0OMjXRSRKzYpNZn12Ii1rFE15OPBbsjZOtDbnHjpN/NZ6EKbO5GNyc7UnlJB/MZ65LBg90CaF/lDddG7nj5Xj7r6Usy8RcWc/VQ+/TKOsKav9G/K/D/2hksAQ738ouK97NK5NuvQbO/QinlsP4NZX15KO/BSd/sHW9ZWyN3sjne+LYcDad5PxybCxUjGzth7t95WtbH/ELgiAIglB3IkH/l5NlmayzyRw/fowLedfQaDR42Lti3zMI727RKJT1M2Ou12g4+vNqjv3yIxGduhHQNBp7F1eie/er8vzCrHKunsji3N54rD0P4dVzDwtXnWfXzjKuXtVgbZ3NuHHjePzxx2nZsmW9xFgdSZaJKa2ghYMtlkolauARhY4Jv/yIccd2eGceDBqEcfBwhif6QwGoivLoEOLKs/0j6N/MGwB7KzX2tznrLBWno9z/LiQcoHn+NZoDOS6BfNV1HjYhPSpPihpZuegz4yycXgExa0BTVLmpUFEqeDQGn+Y3jBuTWsSlzGLubxuApUrJjydTaOzlwMPdQxneyu+24xYEQRAEof6I38r/UsYSHRUX8yg+nMrywh3oFAYiI5rQsUsnAgIC6q2URZZlLh3cx77vllBeVEizHvfQ56GZVZ6rKdVjbV85k77vh4tcPZdOquEwh/Z9zunTZUgStGrVgvnzH2TSpEm4uNRP95jqFOkN/JRVwGfJ2WRp9Rxq1xjnLZt48quF6NPTSfBrxIkRT5CV6cR8WcbL34svxrfGQqWgayN3bC1v89tHliE7Fi5vodDOlWUUszduPT8nXEMZ2ImC5iOxiR6Lh1vYX9dIUuXCzpzL8HUPUFtXtkhsNfGGRZ+SJHMlu4T9l3PYej6TMymF+DnbMKqNP0qlgr3P9Lz9+AVBEARBaBDiN/S/jMFg4OSuo8QeOss9+mgsfewZ1LYPgZ0a4+xefwmvJBlRKlWkxp5ny+cf4hkcxuDZzxPQNPqm82QSz+Vy6UgGyRez6TI9k182zmfXznSOHs1Fp9MREhLI888/zsSJE2natGm9xVidfL2BV66msSmnEI0k08LGgpciA/GzsuT4ql/Y2rgvh3tGE18OaKGrbEFxhQEnWwsGNa99p9NaxayFK9uRk4+gKEoBYL+DA0s93OgV0IuMgd/i5xDAn/9auVfh8laI2wWOvnDfV+DZBEYugfA+YOMMQFGFHltLsFAp+XxvHB/tvAJAM19HXhoUyeh2f70xE8m5IAiCIPx9id/S/3DGUh2aywUUx2ZxUZHKmcxYSkpKcLN3xm54I1wae+NVT7Pleo2GuONHOLdnO14hYfSc/BB+EU0ZOPNpmnTpccNmQ+XFOk7vTObq8Sxyi88SX7aOU5dPMOurIgwG8PR0ZMaMh5gwYTLt2rWr18WpVSkzGEnR6mhiZ4NaoWB3biEjinLovX0T2nNx9NnwA5YWauIee5GVe5Jo6+XC5ChvBkb74Hm7Ndn5CZCwH9o8gN6oRzq5FKvcODTeUbyvLuW0qy9twgayudkD+Dv4/3XdrrkQ8xMUJVf+3a0RhPb883Bh2FDOphRxJvkqJ5Ly+S0+n8VT2tK9sQf3RHri62xDhxBXAlxv7XEuCIIgCMLfl0jQ/6GK9yRTEZuPPrWEAsrYYHUcPUaCg4MZOnQo4eHh9Zb0xh0/yoX9u0m5cA5teRn2bu5EdOwGgFKlIrJbLwDKirRoSvXYuRnZtPUzls8/xtW0eOJSLiLLMj4+djz00CgmTZpNhw6dUNawe2h9MEgyJ4rLWJOZz/rsQhrZWvOjJpsTny9lcqmKy04B/M+nK8Vd+jLjQBJzhkYzqXdTBrQPu/2kvDgDru2G8+sq/ws8mbWPQwUX6ebehA+nbMJGoWBE7nlecmmCMukQHP4SEg/CtB2VmwtZO4Nfa+g8E5oMotTamxKNHh8gIbeMXh/sAyrXiYZ72DO5UxC+zpUbIzXzdaKZr9PtPQdBEARBEO4KkaD/A0haA9q4QvQ5Fdh29SE2NpZTx4/gorCn5z1dcI9woeU5I82bNycgwPzt4m9WUVJMaux5Qlq1Q21hQeK502TFxxHevhORXXsS2Kw5CqUSWZZJv1LIldPpnDi5mVOxW7mWcYkLl7IpL5dQqZR07NiJidNeYeDAe2jTpmuDzpTLsvzn+J8mZfFpUhalGgPWBRraKSSe7ReKutiWWYGDKVNa4mqtok2QK0Nb+tIlzB0ApVJRt+TcoAWjHqzsIX4ffDsckCm3dmSFqztr7Cxx0BcxLGwY3f27V2bVaSeJOvARpByr3PlTZQnBXaEsF5z8KGn7f5xIKuBYQj7Hf0jmRNJZBkX78MWE1gS52vL8vU1o4e9EtL8TDtZVd8kRBEEQBOGfRyTof1OyXqL8fC4VMbloruSTJGWTYJlD2m+FVFRU4OjoSEjbJjh2r9z8ZlDAoNu6X2lBPpcP/8qlQ/vJjI8DWWbcGx/g27gJ3cZNoffUh1EqK3t6l5WVcujQZlYt2sSxY1e5lhmDRlcOQFCQLUOGtGTgoPsZOuRhnJ1vbfNXX3SSxMnick4WlXGxTMOBghK2RQdz6tPlHNbYYy05YDBagkJBoYWO9qPtwdmeL6dbEehqS5Cbbd3fMOgrIO1kZXKdfAQ58SDp7R5gi3cosQm7eKvLLGyiR7MxP4ak9CN8YuVHVGkhxOwGh6bgDxgNkHUeQnsiN+pHonsPEouhl5MnAJOWHONMSiFqpYJofyce6RFK1/C/3kg82jOs+vgEQRAEQfjHEgn634RslNCllKB2t0Flb0nagStc3H2aKNsQ7Dv4kFGQRnpmEY3CGxEdHU1YWFidS0QMej35aSlY2tji7OVNTlIC3z7/OMgyHsGhdB41noCo5niFhiFJEnEJiWzdsJKDB7cSeyWOawlFGI2VY4UEhjF5yiTatvOkX7+RBAW1qMdX5UbZWj1qpQInrYYDF68wtUBCW2JAUazHpkhD336N0KrUrM+UOWnrQrSqjA7B1nTo1IzWTXz/HKd7Yw/Tb1pRAHnXIC8OrByhyUCQjMjvh6PQlQKQbu3AERs16xJ+4lyGFU2cwkhuM5EISxfGfDOAMbqSyrEsbME7GqwrS0/2VoSwO2gFCbllXPilmMLy41iplZx/rT8WKiWP9QzDzkpNq0BnsahTEARBEP5DxG/9u0SWZPRZ5WjjCtFeK0QbX0SuvpCUJhoydHmkpaWBBbSZ0Q9nNzcGVfhiZWVVp6TcaDBweusG0q9eIicpgaLsLGRJou2QEfSY+CAuPn50vn88jTt2pVyCI0cOsnLBmxw7eopz59Ko0JYBYGOjoHEjZ6ZM7kT3Hl3p1WsMgYFt6vulAUBjlFibmU9sQTGxxWXElmkpUKp4KdwXpzc/4SvrCGQ7Dyx/P99doeWdUD+cbCx4+61pONpaYm1h5i6euvLKTX4ANsyCuD1QnPrn4TzvZnxRcILjmcd5I3oILRsPJ8vZl6eOvEoblSNT89NolRqDm30HcI3AaJQoi5pEsiqQGEI5UeLB+YxSlrm3wwc4l1LEpnMZBLjY0r+pN60CnWkd5ILq91n9fr/3VxcEQRAE4b9FJOh3gKQ1okspxlioReVsjXW4M1KFgfT5xzFgxN7dibImKn6+cgxFogI/Pz969epFVFTUn1va29jY1HwPo5H89FTyUpPJTUkmLzUJR3dPek6ejlKl4tiGn7C0tsYrtBGNO3bFaG1LsaRk3tyPOHc2hthLZ0hMm05RSWWpiloNoWFWdG15L21bdaRjjzC69+2Ks1vd2wyWGYyUSxIelpX10otTc0jT6MjRGcjSaMnXGenl4cSYpES+23qKZf6RKMsMKEv1SJKCyfeGco+bI8mDBxJ8pYRBAa50bRlMdIArLnaWf97H06nm1wqAgsTK9oW5VyH9FKSeqHz8iTPIsoxeocIyqBMGjwhej/uRM8ZiUiyKsYrfRBtbf4pbjUf264bLor6sSj8OQKFNIDGOQwkMHkUQsPVCJjMPd/39hgY8HfKJ9nOiQlf58cOs3uE80adRnV9PQRAEQRD+nUSCXk9kScZYrEPWGrDwsgMgd9kFdMnFSOWGynOQ0YVbkZsHV69eJcE2ntbNWzNo+D24Gwz0PqylTZs22NnZVXkPo8FAWUE+xTnZFOVkYW3vQFib9gCsmvs8GVcuVZ6oUGDt6oZthY7sFb8QHxfPpSI7Es4lkbxuHxl5qWi1uj/HtVRbE+TnSeeuKsJCwmnbuiO9+4/H16cHKlXNLfokWSZPbyBXZyBfb0CtUNDB2R6A1+LSiCkpJ71ES3aRhjKFTO8ANxaEePHuTyf5sVCHrsKISmdE1kqENHfF29+dnIRkvlMG455RTJANBHtYEurjxJBIP4LtbYgc1o3+tf2DlOVCxpnKBDw/AQqToDgNHtoHKjUcmg8nvgHAYO9FnmsgV+xd+H7nI1zIvUCUezSfD1pE3tktKNSODNUraJudTlR5CirFVRR9FnAyuYCFiV1xUrTivBRCrCYQd70V79o2JwhoFejC2/dFE+HtQIS3wy27dSrraRdXQRAEQRD+XUSCbqbrO4VUXM6n4kwO+swyDLkVyHoJtYcN3k+3BUDrLFOiVuDrH4yFhw3f7f+J9NQMSAU3Nzfad+hAkyZNKseVjDQNDiTr8kUqSoopLy6ivKiQ7hOmolAo2P3Nl5zdsRVZltDqDRRrtJQZJAI7DyE5JYdrl2LIzsshv7iEvJIcikuLbohbrVLj7a0mIEhJ2842+Ps7ExziS8vIJ2jTbizW9kaMxjKsrDz/vCapQsu18uLfZ7h1ZGl0WFuqeTnMl5NJBbwWm8KpglJkvQxGCdnOgibBzuxqG8GQzw9yrbAcndaIZJQB6BhsxdROEeguXGBjTCYeunKcDBW4WkO4vcTQIDfaeNljmDyKq9oi1HmXKxdjGjSgz4T0JLDtAw5ekHkeLvxceUxbAqXZUJIB9y8D1xA4sRT2vln52lrao3cMQmPtxvHDP1JkyMDZI4CeU7ez+eg5fihZzHlVFqryTEKKjHTXaujUbBrFFXoWr93ETPUVrkp+xMjtWSsH0KTDvUy09yJcbaDrkAfwd7HhYRdb/F1ssbH8q6zGz9mG8R0CG+xrURAEQRCEf6c7mqArFIqBwNtAJJABfCrL8ke1XGMBvAVMApyBk8ATsiyfbIgYZaMECgUKpQJdSgna+EIMBVoM+RqMBRqMxTp8X+2EQqmg9Hw2BbEZuAZ5YBXqxFV9GoklcRQuOk1eXh4ajQZHR0eemvgU5cVFBPp64uPqgINKgVxWQsn5k3h27oTRILH+0084uWcbJVotpRotJRod5QYjn6/eTXJ8OnmFKRSW5FNSUYrOoP8r4J2/AmBr5YCbt4yznwVNvWW8vNxQePiA12CcAwZi7eNOTvlv2Lp6MTc8gDMZ7vyUUsCPBaVotpxFozeit1Si8M/iUrdonlpzhj2JuVRUlGJnqMDWoMXGVcapUwRyqA/PLN1FF/0h2qPDEj1WCj2BNgZat3wYqciLxmc38ZrzbmzRYCdrsFXpcci3xTr3I6Tm3TmachjbS2+hkP6ayWcH4LYKdcQAiD8GK8fe8u9ztP3nSF5RdCYGDnyIXmmFESVahTUarDi66Gl0TlYENG9F28kbePa7gwRZfscmm0Ky1CUQ/zYAKpQcav0IW87vZLJNCRqFPY5GNyQLZzyDmtAibAgGazVN7pvDKZtXcbe3pJudFUPtLHG0VoNCgZONBZM7BTfEl6EgCIIgCP9hCvn/27v3MKnq+47j7+85c9nZKze5hEXAGxdtSpBoLqZCIDZibLEaH2NpTNpc2sSYa01MtLUaNa1BzWOfFK1GExvr0yY2iVEptYKJxBiipfUCgYgiEAigIOyyu3P79o85xGFcdheYnZmd/byeZ57Z/f3O75zvWfbLfPc3vznHvTIHMpsDPAEsAb4NnA4sBT7j7kv7GHcLheL8w8BG4HLgXGCGu2/v65jTpk3z5362Bs/myffkyHdl8f1ZGqaNJGiM0/3CHjqf3EZ+f5Z8R4ZcZ4bcvh5GfX4WPWGW36xYz46nN3FSop34yBTrY9tY1/UyXbE0nZ2d7O/qIpPJcPH5H2LrCxtY+dNlvNK5n1x3F5mebnq6u2ibcDxd+xvYuX0jO3dsIN/TSaanh86s05WHnmyezn17yWV7ej2HeGMz8eZRJFtG0jAiyYhjE8wevZFt2ZNJ21RizeNobmmjMeYkYzm2/f5Ubnxzlut/3Max2x4jRQ8tdNFo3aTiGdbMPI2vnXcZlyxZxmc7rqPRemighwbSNARZ1s5azNsW/g1XXvVNbkpd9YZ4Ns36Ai/O+Dj7P3MJC0//2UF9OQ9ZPvULrBnzx3xs7Xdpy9zP3nyC3TTRGWui2xL8V+o97G2ZyJfe2ULLi4/zkw27adj9LN2WJkueF62ZTEOCWXPexpvHzebWB57j3O6lPNfgpIM8e8KAjjCgs30On5h/M0u+9ShnZb7EN0aOYG8QsC98/UO0D533ED9ftY6Ol7/OLxtyTEiMZWzTRKaMPpE5J5/FqBFTyObyxMLBvWHScLRy5Urmzp1b7TBEhh3lnkj1mNlT7j6nLPuqYIF+LzDF3d9R1HYjcIG7Tz3EmBZgJ3CZu98etYXAVmCpu1/d1zGTTS3eesrbsWwADjkyNDR2MzK/B3rS7O+KESMHeYd8HvcclsiTDo18d458jxHmeshlc2SyWbLZLJl8nnQ2TyadJZ/LD/j8A4OmZEiqKUmsLUk+bGaKdTEp1cPoRuOYxoDxzcaeCcfROSvJr3bM5tqe5cyIHfw3yIpRb2X5tNPpfizgythdjA72HdT/09aZfG/kDCYvNz55wg9IhoX173mHTD5kZcsE7muZwqIfdnHmiWvxrEHWIQv7Gox/P340TyZb+ciKbt48Pk1HtpF81252JTJsbw1YfnyKzfEEs3Y0cPbvLeKJ357EcVtv4JuTOsmbkTNwczyW5IozruHp56fyrmfP5bLxKbzkmuM3z72ZjeuPYebTZ/FX48dS6rYFt+G7x7Jl9ef4avAiAAlCGoI4LclWbpp/KzNHnMTqzY9x/6b/pDnZSnvLJNqb2xnXNI4TR55IMkwO+N9IykdFgkh1KPdEqmeoFuibgDvd/ZqitvnAI8Akd9/Sy5h5wKPAZHd/uaj9HmCCuy/oZczHgI8BEASnBo1tmAUQBIWlK8mQ5lgXCc+QzMAI6yIwCAMIDQgCtreOIp7L0prOMi7oJBU3kjEjEQsgkeClCRNJZHJM7u7i2FgnqURIMh7SkAzJj2hh0/QTSezpYvprrzAx3k0qH9IQD/GGgH3jRvKbE2cQe3YLk3ZuIghCgg7D3cklnccnJ/h+S44LH+5gYTaNpRpI9zh566Qz7tx1eoLHG1Oc84s8Z6fjNATtjNq/gSdas7ySMpZPj7MlHmPO+jxn5ibRmJvFzJ0P8o9js3Q2Bjw/2QhxJu005rScwchgLmduvpbLJuXxmBEAgQNhkjPGnE97/u2cuv4Krh3RSdyNGBBzg3gLs8Z/gOPipzBp3XXc1bCHECMkIDQjmxjDjHHnMzU5lRHrb+WhcDeBxSFMEgubyDZM4Pi2t3NMbAwdmV1syGwmtBhxi5OwBAlLMCY+hlSQIutZcp4jbnEC02z3UNDR0UFzc3O1wxAZdpR7ItUzb968IVmgp4FLD8yER20nA88Cp7n76l7GXAx8F0i6e7qo/UZgobuf3NcxTzpuiv9i5TKamseCO93dncRbmgkSScjmsN2/Ich1g4UQxiEICVrasJax5NNpfH9H4ZbsFhaegaCpCQuCQn8684ZjBk2Fu1Pm02nIZotPptAfXS7R0+lCWxhiQcDmvZvJepbAAgzDzEjFUiStjV0dafb07CQWGvEwJB4ENCfjNCVSNMWbsL1beW3/LrCQIAgxCwniDcRaJpAIE9C1BzwPQQgWFM4niEEsujSh++/iEykHzeKJVIdyT6R6yjmDXitXcTmSvxL6HWPxJCOOnf677+OMPniD5tZDjg0SCUgc+jb1hf7EEfdbSd+k1kmH3LalIQ70fulFANraaWtrP3R/asSh+0DFuYiIiEgNqeR6gW1A6a0Rx0XPh/qw57boubdxfX5AVERERERkKKpkgb4K3nB/mfcCm3pbfx55CugpHmdmAbAAeHwwghQRERERqaZKFug3A6eZ2XVmNt3MPgh8CvjagQ3M7DwzW2dmEwHcfS+FSzFeb2bvi9asfwtIAbdVMHYRERERkYqo2Bp0d19tZoso3KjoCxSWqHyl5BrobcA0IF7U9tdAGriD129U9B5334aIiIiISJ2p6IdE3f1B4ME++u8G7i5py1C4OdHlgxmbiIiIiEgt0EWlRURERERqiAp0EREREZEaogJdRERERKSGqEAXEREREakhKtBFRERERGqICnQRERERkRqiAl1EREREpIaoQBcRERERqSEq0EVEREREaogKdBERERGRGqICXURERESkhqhAFxERERGpIebu1Y5h0JjZPuBX1Y6jRrQBr1U7iEOodGyDdbxy7fdo9nMkYw9nzEC3HQPsOsw46lUt5x7UR/4p916n3DtYLeefcq88+6mV3AOY5u4thxlL79y9bh/AL6sdQ608gNurHUOtxDZYxyvXfo9mP0cy9nDGDHRb5V75fy/qJb7BOJ5y76DtlHtl+jett9iUe0c25jC3LVv+aYnL8PFAtQPoQ6VjG6zjlWu/R7OfIxl7OGNq+feoVtX6z6we8k+5J4dSyz835V559lOXuVfvS1x+6e5zqh2HyHCj3BOpDuWeSPWUM//qfQb99moHIDJMKfdEqkO5J1I9Zcu/up5BFxEREREZaup9Bl1EREREZEhRgS4iIiIiUkNUoIuIiIiI1BAV6CIiIiIiNWTYFuhm9qiZrTGzZ81sqZmF1Y5JZLgws9DM/sfMflztWESGCzN7ycyeiV771phZee54KCJ9MrNWM7vPzH5lZs+b2dn9jYlVIrAatcjd95qZAf8GvB+4r8oxiQwXnwbWAq3VDkRkmJnn7ruqHYTIMHML8Ji7XxRNCLf1N2DYzqC7+97oyxiQAnS9SZEKMLN24BzgjmrHIiIiMpjMrBWYBywFcPecu7/a37ghV6Cb2R+Y2Q/NbJOZuZldeYjtFkZv4fVEb+t9rpdtHgF2AHuB7w1y6CJDWhlz7xbgciA/2DGL1IMy5p4Dy83saTP77OBHLjK0lSn3jgN2AndGSzvvMbOR/R17yBXoQDPwPIUX+O29bWBmc4AfAsuAWcDVwPVm9pfF27n7AuBNQBJ496BFLFIfjjr3zOx9wA53f6oC8YrUi3K97p3h7rOB+cCfmNmiwQtZpC6UI/diwKnAt9z9LcAG4Lr+Djyk7yRqZi8Bd7j7V0va7wWmuPs7itpuBC5w96m97OcS4K3ufukghyxSF44098zsBuDPgCzQQGEN+o/c/aKKBS8yhJXxde9SoN3dvzTIIYvUhaN43RsPPOXuE6O+GcDd7n56X8cbijPoA/FOCn/JFFsGTDGz9ujTtOMAzCxGYT3s2grHKFKP+sw9d7/C3dvdfQpwEfCoinORsujvda8pWguLmSWBhcAzFY5RpB7197q3HXjBzE6J+uYDz/W303q9issE3vhWxPaiPgPuj/6TCoD/Bm6rXHgidau/3NtS2XBEho3+ci9B4XXPgBD4EXBv5cITqVsDed37JIU16ClgK/Dh/nZarwV6X9zdNwNvrXYgIsPMQevp3H0lsLIqkYgML+7uGymsjxWRynEAd38G6HNJS6l6XeKyDRhf0jYueu51kb+IlIVyT6Q6lHsi1TEouVevBfoq4A9L2t4LbHJ3vcUuMniUeyLVodwTqY5Byb0ht8TFzJqBE6JvE8B4M5sFdLj7r6P2m4Gfmdl1wD3AacCnAF33VeQIKfdEqkO5J1Id1cy9IXeZRTObC6zopesxd59btN05wPXAdApvMXzD3W+qQIgidUm5J1Idyj2R6qhm7g25Al1EREREpJ7V6xp0EREREZEhSQW6iIiIiEgNUYEuIiIiIlJDVKCLiIiIiNQQFegiIiIiIjVEBbqIiIiISA1RgS4iIiIiUkNUoIuIyKAzs7vN7JFqxyEiMhSoQBcRqZCoSPVeHh3Vju1omdnKQ5zb26odm4jIUBOrdgAiIsPMT4ELS9ryg31QM0u4e3qQD3Mv8PmStlcG+ZgiInVHM+giIpWVdvftJY8dBzqjmeg7zOwqM9tuZq9GM+9NxTsxs4vMbI2ZdZvZS2Z2U/E20X7uNLNrzWwbsDVqf4uZ/Twat97MLojGXxn1f9vMlpcGbWYrzOzufs6tq5dzy/S2YW9LXsxssZl59LWZ2YNmttrM4lFbYGaPmNkqM9MEk4jULRXoIiK15wJgFDAXuBhYBFx+oNPMPgT8E7AEmAl8EFgALC3Zz4XAMcB84N1m1gg8BOwETovGfQ4YWzRmKbDAzKYWHe944Ezgn8tzev1zdwc+BLwJuCFqvgKYDXzA3bOVikVEpNJUoIuIVNZcM+soeTxQss3L7v5Zd1/n7suA+4CzivqvBq5w93vcfaO7/wS4FFhsZiOLttsGfMLdn3f3Z4A/BVqAxe7+f+7+c+DPgdSBAe7+BPAs8BdF+/kIsNbdV/VzbpeUnNejA/2h9MbddwKLgc+Y2d9G5/0Rd3/5aPYrIlLr9BahiEhlPQlcUtK2v+T7NSXfbyUq0M3sGGAycJOZfb1oG4ueTwBWR18/5e7F69tnUii0XzvQ4O7rzGxPyfFuA74cFcVGYSb77/s8q4L/AL5c9H33AMb0yd1XmNkSCsX5Une//2j3KSJS61Sgi4hUVpe7/7qfbUo/zOm8/o7ngedPAyt6Gbul6OvOXvq93wjhHgoF+TnR8UYC3xnAuL0DOLcD8rz+R8UB8dKNzCwE3gnkgBPMzKLlLyIidUtLXEREhhB3/y2wGZjm7r/u5dHXrPXzwAwzazvQYGbTgBElx9hLYVnNR6PH99391TKfyg4K68uLze5lu6uBkygU6acCXyxzHCIiNUcz6CIilZUws/G9tP/2MGaGvwLcGS1N+QGQAWYAZ7v7x/sY913gGuA7ZnYVhbXnS4Au3jizfhvwRPT1/AHGdTgeAb5oZpcCDwPvpuTyk2Z2JoUPhp7r7k+a2UeBfzWzldH6eRGRuqQZdBGRynoXhQ9vlj5GD3QH7n4PhWL2HOAXFNacX010KcU+xu0HFgLjojH/AtwCdFCyXtzdVwPPAC+4+2MDjW2g3P0R4EoKBfj/UijQrznQb2ajovi+4e4PR2O+D9xFoUhve8NORUTqhGkpn4jI8GVmk4GXgD9y9weK2mPAJuAmd19SpfBERIYlLXERERlGzGwxhZn2FylcDeYfKBTiy6P+gMJ10T8ONAN3VCdSEZHhSwW6iMjwMhr4O2Ai8CqwCni/u/dE/cdSKN63AR8uviSjiIhUhpa4iIiIiIjUEH1IVERERESkhqhAFxERERGpISrQRURERERqiAp0EREREZEaogJdRERERKSG/D+BUqthVHZLaAAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = graphics.monthly_cumulative_distribution(data_clean.J)\n", "plt.xlim([1000, 1E6])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Extreme Sea States\n", "\n", "Fifty and one-hundred year contours were created using the environmental contours functions. The environmental contours function in MHKiT was adapted from the Wave Energy Converter Design Response Toolbox (WDRT) [Coe et. al, 2016]. The methodologies for calculating environmental contours are an active area of research and differences in methodology can be seen when comparing to the results. Dunkle et al. present 16.68 s and 12.49 m as the peak energy period and significant wave height for the 50-year contour, whereas the methodology applied in MHKiT returns a 50-year peak at 15.71 m and 16.24 s. Dunkle et al. present a peak for the 100-year contour at 13.19 m and 16.85 s, whereas the MHKiT functionality returns 16.62 m and 16.43 s. \n", "\n", "Coe, Ryan, Michelen, Carlos, Eckert-Gallup, Aubrey, Yu, Yi-Hsiang, and Van Rij, Jennifer. (2016, March 30). WEC Design Response Toolbox v. 1.0 (Version 00) [Computer software]. https://www.osti.gov//servlets/purl/1312743." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Delta time of sea-states \n", "dt = (data_clean.index[2]-data_clean.index[1]).seconds \n", "\n", "# Return period (years) of interest\n", "period = 100 \n", "copulas100 = contours.environmental_contours(\n", " data.Hm0, \n", " data.Te, \n", " dt,\n", " period,\n", " method='PCA',\n", ")\n", "\n", "period = 50\n", "copulas50 = contours.environmental_contours(\n", " data.Hm0, \n", " data.Te, \n", " dt, \n", " period, \n", " method='PCA', \n", ")\n", "\n", "\n", "Te_data = np.array(data_clean.Te)\n", "Hm0_data = np.array(data_clean.Hm0)\n", "\n", "Hm0_contours = [copulas50['PCA_x1'], copulas100['PCA_x1']]\n", "Te_contours = [copulas50['PCA_x2'], copulas100['PCA_x2']]\n", "\n", "fig, ax = plt.subplots(figsize=(9,4))\n", "ax = graphics.plot_environmental_contour(\n", " Te_data, \n", " Hm0_data, \n", " Te_contours, \n", " Hm0_contours , \n", " data_label='NDBC 46050', \n", " contour_label=['50 Year Contour','100 Year Contour'],\n", " x_label = 'Energy Period, $Te$ [s]',\n", " y_label = 'Sig. wave height, $Hm0$ [m]', \n", " ax=ax\n", ")\n", "plt.legend(loc='upper left')\n", "plt.tight_layout() " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "50-year: Hm0 max 15.4\n", "50-year: Te at Hm0 max 16.3\n", "\n", "\n", "100-year: Hm0 max 16.2\n", "100-year: Te at Hm0 max 16.5\n" ] } ], "source": [ "print(f\"50-year: Hm0 max {copulas50['PCA_x1'].max().round(1)}\")\n", "print(f\"50-year: Te at Hm0 max {copulas50['PCA_x2'][copulas50['PCA_x1'].argmax()].round(1)}\")\n", "print(\"\\n\")\n", "print(f\"100-year: Hm0 max {copulas100['PCA_x1'].max().round(1)}\")\n", "print(f\"100-year: Te at Hm0 max { copulas100['PCA_x2'][copulas100['PCA_x1'].argmax()].round(1)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculate Sea State Representative Clusters\n", "\n", "The above methodology discusses ways to apply MHKiT and industry standards to characterize a wave energy resource. When optimizing a WEC design through simulation it is customary to consider a limited number of representative sea states as the full set of sea states is intractable to simulate during design optimization. Down-selecting a limited number of sea states results in loss of information. The following analysis will compare a full 2D histogram result to several representative sea state clusters typically referred to as K-means clusters.\n", "\n", "We first calculate the total energy flux for the provided data." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "7056037894.754538 (W*hr)/m\n" ] } ], "source": [ "nHours = (data_clean.index[1] - data_clean.index[0]).seconds/3600\n", "Total = data_clean.J.sum() * nHours\n", "print(f'{Total} (W*hr)/m')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Down Select by 2D Histogram \n", "\n", "Knowing the total energy flux we may calculate the 2D histogram result and compare it to the total result. We expect this value to near unity. While we have down-selected the number of sea states the histogram is still 100 bins and this is still not generally tractable for WEC optimization. We could continue to reduce the number of histogram bins, however, in sticking with this technique we are generally constrained to a cartesian set of bins. " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.0 = (2D Histogram J) / (1-year total J) \n" ] } ], "source": [ "Jsum, xe, ye, bn = stats.binned_statistic_2d(data_clean.Hm0, data_clean.Te, data_clean.J,\n", " statistic='sum')#,bins=[Te_bins, Hm0_bins])\n", "\n", "hist_result = np.round(Jsum.sum().sum()/Total,4)\n", "print(f'{hist_result} = (2D Histogram J) / (1-year total J) ')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Down Select by K-means clusters\n", "\n", "By choosing a limited number of data clusters we should be able to choose some minimum representative number for our sea state which still captures the resource well. To calculate these we will use a Gaussian-mixture model (a more general K-means method) which allows us to assign data points to an individual cluster and assign weights based on the density of points in that cluster. We will consider varying numbers of clusters (`N=[4, 8, 16, 32, 64]`) and then calculate the representative energy in each cluster by representing each sea state as a Bretchnider spectrum. In the following code, we will create a plot for each of our N clusters and show where the provided data points fall within each cluster." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Text(0.5, 0, 'Sig. wave height, $Hm0$ [m')]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Compute Gaussian Mixture Model for each number of clusters\n", "Ns= [4, 8, 16, 32, 64]\n", "X = np.vstack((data_clean.Te.values, data_clean.Hm0.values)).T\n", "fig, axs = plt.subplots(len(Ns),1, figsize=(8, 24), sharex=True)\n", "\n", "results={}\n", "for N in Ns:\n", " gmm = GaussianMixture(n_components=N).fit(X)\n", "\n", " # Save centers and weights\n", " result = pd.DataFrame(gmm.means_, columns=['Te','Hm0'])\n", " result['weights'] = gmm.weights_\n", "\n", " result['Tp'] = result.Te / 0.858\n", " results[N] = result\n", " \n", " \n", " labels = gmm.predict(X)\n", " \n", " i = Ns.index(N)\n", " axs[i].scatter(data_clean.Te.values, data_clean.Hm0.values, c=labels, s=40)\n", " axs[i].plot(result.Te, result.Hm0, 'm+')\n", " axs[i].title.set_text(f'{N} Clusters')\n", " plt.setp(axs[i], ylabel='Energy Period, $T_e$ [s]')\n", "plt.setp(axs[len(Ns)-1], xlabel='Sig. wave height, $Hm0$ [m') " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Compare Representative Sea State Energy to Total\n", "\n", "Lastly, we will compare each sea state's representative energy to the original total energy of the dataset. As expected we observe increasing agreement with the original total energy as the number of clusters increases.\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "4 0.9237\n", "8 0.9535\n", "16 0.9835\n", "32 1.0033\n", "64 1.0166\n", "dtype: float64" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "w = ndbc_data[year].columns.values\n", "f = w / 2*np.pi\n", "\n", "\n", "for N in results:\n", " result = results[N]\n", " J=[]\n", " for i in range(len(result)):\n", " b = resource.jonswap_spectrum(f, result.Tp[i], result.Hm0[i])\n", " J.extend([resource.energy_flux(b, h=399.).values[0][0]])\n", " \n", " result['J'] = J\n", " results[N] = result\n", "\n", "ratios={}\n", "for N in results:\n", " J_hr = results[N].J*len(data_clean)\n", " total_weighted_J= (J_hr * results[N].weights).sum()\n", " normalized_weighted_J = total_weighted_J / Total\n", " ratios[N] = np.round(normalized_weighted_J, 4)\n", " \n", "pd.Series(ratios)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.12" } }, "nbformat": 4, "nbformat_minor": 4 }