{ "cells": [ { "cell_type": "markdown", "id": "fba7bffb", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Data Analysis\n", "\n", "Let's take a look at what the data from the flight computer looks like. This data was recorded by an Arduino, logging telemetry once per second from the GPS and various sensors sensors and recorded them once a second. More details and the source code of the flight computer can be located at https://github.com/sea7aero/horizon2." ] }, { "cell_type": "code", "execution_count": 1, "id": "cad52481", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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millisyearmonthdayhourminutesecondvoltagesatelliteshdopgps_altitude_mcoursespeed_mpslatitudelongitudetemperature_Cpressure_Papressure_altitude_mhumidity_RHUnnamed: 19
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" ], "text/plain": [ " millis year month day hour minute second voltage satellites \\\n", "0 1544 NaN NaN NaN NaN NaN NaN 4.40 NaN \n", "1 2546 2000.0 0.0 0.0 0.0 0.0 0.0 4.37 0.0 \n", "2 3547 2000.0 0.0 0.0 0.0 0.0 0.0 4.40 0.0 \n", "3 4550 2000.0 0.0 0.0 0.0 0.0 0.0 4.40 0.0 \n", "4 5551 2000.0 0.0 0.0 0.0 0.0 0.0 4.40 0.0 \n", "\n", " hdop gps_altitude_m course speed_mps latitude longitude \\\n", "0 NaN NaN NaN NaN NaN NaN \n", "1 99.99 NaN NaN NaN NaN NaN \n", "2 99.99 NaN NaN NaN NaN NaN \n", "3 99.99 NaN NaN NaN NaN NaN \n", "4 99.99 NaN NaN NaN NaN NaN \n", "\n", " temperature_C pressure_Pa pressure_altitude_m humidity_RH Unnamed: 19 \n", "0 19.31 93891.82 638.10 42.74 NaN \n", "1 19.36 93894.09 637.90 43.11 NaN \n", "2 19.38 93892.00 638.09 42.69 NaN \n", "3 19.39 93899.64 637.41 42.37 NaN \n", "4 19.41 93896.39 637.70 42.41 NaN " ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from preamble import *\n", "%matplotlib inline\n", "plt.rcParams['figure.figsize'] = (16, 5)\n", "plt.rcParams['figure.dpi']= 150\n", "\n", "directory = '../data'\n", "\n", "# The flight tracker records invalid values as \"*\", so we want to replace those with Not a Number (NaN).\n", "data = pd.read_csv(directory + '/raw-data.csv', na_values=\"*\")\n", "data.head()" ] }, { "cell_type": "markdown", "id": "0481a5e4", "metadata": {}, "source": [ "## Clean up the data\n", "\n", "The raw data is a bit noisy - especially the first dozen seconds or so before the GPS acquired its lock - so the first step is to clean up the invalid data and a few other transformations in order to make it easier to work with." ] }, { "cell_type": "code", "execution_count": 2, "id": "1e4023ee", "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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millisyearmonthdayhourminutesecondvoltagesatelliteshdopgps_altitude_mcoursespeed_mpslatitudelongitudetemperature_Cpressure_Papressure_altitude_mhumidity_RH
timestamp
2021-09-25 17:26:17215942021.09.025.017.026.017.04.400.099.99656.10.00.147.160809-120.8483219.5693893.46637.9642.33
2021-09-25 17:26:18225982021.09.025.017.026.018.04.400.099.99656.10.00.147.160809-120.8483219.5693896.89637.6542.08
2021-09-25 17:26:19236002021.09.025.017.026.019.04.370.099.99656.10.00.147.160809-120.8483219.5893898.86637.4841.96
2021-09-25 17:26:20246042021.09.025.017.026.020.04.400.099.99656.10.00.147.160809-120.8483219.5993894.25637.8942.06
2021-09-25 17:26:21256072021.09.025.017.026.021.04.400.099.99656.10.00.147.160809-120.8483219.5993891.08638.1742.25
\n", "
" ], "text/plain": [ " millis year month day hour minute second \\\n", "timestamp \n", "2021-09-25 17:26:17 21594 2021.0 9.0 25.0 17.0 26.0 17.0 \n", "2021-09-25 17:26:18 22598 2021.0 9.0 25.0 17.0 26.0 18.0 \n", "2021-09-25 17:26:19 23600 2021.0 9.0 25.0 17.0 26.0 19.0 \n", "2021-09-25 17:26:20 24604 2021.0 9.0 25.0 17.0 26.0 20.0 \n", "2021-09-25 17:26:21 25607 2021.0 9.0 25.0 17.0 26.0 21.0 \n", "\n", " voltage satellites hdop gps_altitude_m course \\\n", "timestamp \n", "2021-09-25 17:26:17 4.40 0.0 99.99 656.1 0.0 \n", "2021-09-25 17:26:18 4.40 0.0 99.99 656.1 0.0 \n", "2021-09-25 17:26:19 4.37 0.0 99.99 656.1 0.0 \n", "2021-09-25 17:26:20 4.40 0.0 99.99 656.1 0.0 \n", "2021-09-25 17:26:21 4.40 0.0 99.99 656.1 0.0 \n", "\n", " speed_mps latitude longitude temperature_C \\\n", "timestamp \n", "2021-09-25 17:26:17 0.1 47.160809 -120.84832 19.56 \n", "2021-09-25 17:26:18 0.1 47.160809 -120.84832 19.56 \n", "2021-09-25 17:26:19 0.1 47.160809 -120.84832 19.58 \n", "2021-09-25 17:26:20 0.1 47.160809 -120.84832 19.59 \n", "2021-09-25 17:26:21 0.1 47.160809 -120.84832 19.59 \n", "\n", " pressure_Pa pressure_altitude_m humidity_RH \n", "timestamp \n", "2021-09-25 17:26:17 93893.46 637.96 42.33 \n", "2021-09-25 17:26:18 93896.89 637.65 42.08 \n", "2021-09-25 17:26:19 93898.86 637.48 41.96 \n", "2021-09-25 17:26:20 93894.25 637.89 42.06 \n", "2021-09-25 17:26:21 93891.08 638.17 42.25 " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# The tracker stores each part of the timestamp in a different column. To make it easier for us to work with and\n", "# graph, we convert those columns into a single timestamp column, and make it the index of the Pandas dataframe.\n", "datetime_cols = [\"year\", \"month\", \"day\", \"hour\", \"minute\", \"second\"]\n", "timestamps = data[datetime_cols].apply(lambda x: \"{:.0f}-{:.0f}-{:.0f} {:.0f}:{:.0f}:{:.0f}\".format(*x), axis=1)\n", "data[\"timestamp\"] = pd.to_datetime(timestamps, errors=\"coerce\")\n", "data.drop(datetime_cols, axis=1)\n", "\n", "# The first few rows don't have a valid timestamp at all; we'll just get rid of them.\n", "data = data[data[\"timestamp\"].notnull()]\n", "data.index = data[\"timestamp\"]\n", "data = data.drop([\"timestamp\"], axis=1)\n", "\n", "# # Fill any missing data with the last known value. Then backfill missing data at the beginning of the file.\n", "data = data.ffill().bfill()\n", "\n", "# # Removes the extraneous \"unnamed\" column.\n", "data = data.dropna(how=\"all\", axis=1)\n", "\n", "data.head()" ] }, { "cell_type": "markdown", "id": "37b7d6d4", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "That's much better, but we turned the tracker on before launch, and that data is kind of boring, so let us compute some interesting time spans and crop our data to just the mission data." ] }, { "cell_type": "code", "execution_count": 3, "id": "e5286b43", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Launch Time (UTC) : 2021-09-25 17:28:11\n", "Burst Time : 2021-09-25 20:04:25\n", "Landing Time : 2021-09-25 20:41:37\n", "Mission Duration : 0 days 03:13:26\n", "Ascent Duration : 0 days 02:36:14\n", "Descent Duration : 0 days 00:37:12\n" ] } ], "source": [ "# Figure out the launch time by when it starts ascending.\n", "ascent_rate = data['gps_altitude_m'].diff()\n", "launch_index = np.argmax(ascent_rate > 3)\n", "launch_millis = data['millis'][launch_index]\n", "launch_time = data.index[launch_index]\n", "data['mission_millis'] = data['millis'] - launch_millis\n", "\n", "burst_index = np.argmax(data['gps_altitude_m'])\n", "burst_time = data.index[burst_index]\n", "\n", "# Figure out the landing time by when it stopped descending.\n", "landing_index = len(ascent_rate) - np.argmax(ascent_rate.iloc[::-1] < -3)\n", "landing_millis = data['millis'][launch_index]\n", "landing_time = data.index[landing_index] # TODO: Determine this value, it may not be the last data.\n", "\n", "print(\"Launch Time (UTC) : {}\".format(launch_time))\n", "print(\"Burst Time : {}\".format(burst_time))\n", "print(\"Landing Time : {}\".format(landing_time))\n", "\n", "ascent_duration = burst_time - launch_time\n", "descent_duration = landing_time - burst_time\n", "mission_duration = ascent_duration + descent_duration\n", "\n", "print(\"Mission Duration : {}\".format(mission_duration))\n", "print(\"Ascent Duration : {}\".format(ascent_duration))\n", "print(\"Descent Duration : {}\".format(descent_duration))" ] }, { "cell_type": "code", "execution_count": 4, "id": "06c9039b", "metadata": { "scrolled": true, "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "data": { "text/html": [ "
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millisyearmonthdayhourminutesecondvoltagesatelliteshdopgps_altitude_mcoursespeed_mpslatitudelongitudetemperature_Cpressure_Papressure_altitude_mhumidity_RHmission_millis
timestamp
2021-09-25 20:41:33117282102021.09.025.020.041.033.04.3712.00.73364.434.44.847.188889-119.43837723.5896866.77377.9731.8011593195
2021-09-25 20:41:34117292112021.09.025.020.041.034.04.3712.00.79358.951.63.247.188900-119.43833923.6396920.57373.3331.7611594196
2021-09-25 20:41:35117302152021.09.025.020.041.035.04.3712.00.79353.476.42.647.188892-119.43830123.6896992.07367.1631.7011595200
2021-09-25 20:41:36117312162021.09.025.020.041.036.04.3712.00.90348.097.63.047.188877-119.43827123.7397054.25361.8031.6211596201
2021-09-25 20:41:37117322192021.09.025.020.041.037.04.3712.00.75342.9112.13.547.188862-119.43823223.7797115.67356.5031.6411597204
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" ], "text/plain": [ " millis year month day hour minute second \\\n", "timestamp \n", "2021-09-25 20:41:33 11728210 2021.0 9.0 25.0 20.0 41.0 33.0 \n", "2021-09-25 20:41:34 11729211 2021.0 9.0 25.0 20.0 41.0 34.0 \n", "2021-09-25 20:41:35 11730215 2021.0 9.0 25.0 20.0 41.0 35.0 \n", "2021-09-25 20:41:36 11731216 2021.0 9.0 25.0 20.0 41.0 36.0 \n", "2021-09-25 20:41:37 11732219 2021.0 9.0 25.0 20.0 41.0 37.0 \n", "\n", " voltage satellites hdop gps_altitude_m course \\\n", "timestamp \n", "2021-09-25 20:41:33 4.37 12.0 0.73 364.4 34.4 \n", "2021-09-25 20:41:34 4.37 12.0 0.79 358.9 51.6 \n", "2021-09-25 20:41:35 4.37 12.0 0.79 353.4 76.4 \n", "2021-09-25 20:41:36 4.37 12.0 0.90 348.0 97.6 \n", "2021-09-25 20:41:37 4.37 12.0 0.75 342.9 112.1 \n", "\n", " speed_mps latitude longitude temperature_C \\\n", "timestamp \n", "2021-09-25 20:41:33 4.8 47.188889 -119.438377 23.58 \n", "2021-09-25 20:41:34 3.2 47.188900 -119.438339 23.63 \n", "2021-09-25 20:41:35 2.6 47.188892 -119.438301 23.68 \n", "2021-09-25 20:41:36 3.0 47.188877 -119.438271 23.73 \n", "2021-09-25 20:41:37 3.5 47.188862 -119.438232 23.77 \n", "\n", " pressure_Pa pressure_altitude_m humidity_RH \\\n", "timestamp \n", "2021-09-25 20:41:33 96866.77 377.97 31.80 \n", "2021-09-25 20:41:34 96920.57 373.33 31.76 \n", "2021-09-25 20:41:35 96992.07 367.16 31.70 \n", "2021-09-25 20:41:36 97054.25 361.80 31.62 \n", "2021-09-25 20:41:37 97115.67 356.50 31.64 \n", "\n", " mission_millis \n", "timestamp \n", "2021-09-25 20:41:33 11593195 \n", "2021-09-25 20:41:34 11594196 \n", "2021-09-25 20:41:35 11595200 \n", "2021-09-25 20:41:36 11596201 \n", "2021-09-25 20:41:37 11597204 " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mission_data = data[launch_index:landing_index].copy()\n", "mission_data.tail()" ] }, { "cell_type": "markdown", "id": "06e3c724", "metadata": {}, "source": [ "## Camera Shutoff\n", "\n", "In Graupel-1, we had a failure of the GoPro camera at around the Tropopause. We determined this was due to the 16850 battery we were using to charge the GoPro getting cold, reducing its output voltage, and causing a shut off.\n", "\n", "For Graupel-2, we used a large, commercial external battery bank to power both the GoPro and the flight computer. We insulated the battery with some foam and added a hand warmer for good measure.\n", "\n", "It looks like it worked well to keep the battery above critical voltages:" ] }, { "cell_type": "code", "execution_count": 5, "id": "c5393ade", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Minimum temperature -53.3C\n", "Minimum voltage 4.13V\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = pretty_plots()\n", "ax.plot(mission_data['temperature_C'])\n", "ax2 = ax.twinx()\n", "ax2.plot(mission_data['voltage'].ewm(span=30).mean(), color='C1')\n", "ax.set_title(\"Effect of temperature on voltage\")\n", "ax.set_ylabel(\"Temperature (C)\")\n", "ax2.set_ylabel(\"Voltage (V)\")\n", "\n", "print(f\"Minimum temperature {mission_data['temperature_C'].min()}C\")\n", "print(f\"Minimum voltage {mission_data['voltage'].min()}V\")" ] }, { "cell_type": "markdown", "id": "3d5cf34d", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Altitude\n", "\n", "The next thing to look at is the altitude, of course. In our case, we have 2 sources of data for the altitude: the value reported by the GPS and a value derived from the barometric pressure sensor. Let's see what we've got..." ] }, { "cell_type": "code", "execution_count": 6, "id": "1113cfe1", "metadata": { "scrolled": false, "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum altitude discrepency: 7005 meters\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = pretty_plots()\n", "ax.plot(mission_data[[\"gps_altitude_m\", \"pressure_altitude_m\"]])\n", "ax.set_ylabel(\"altitude (meters)\")\n", "ax.legend([\"gps\", \"barometric\"])\n", "ax.set_title('Raw altitude data')\n", "\n", "difference = (mission_data[\"gps_altitude_m\"] - mission_data[\"pressure_altitude_m\"]).max()\n", "print(f\"Maximum altitude discrepency: {difference:.0f} meters\")" ] }, { "cell_type": "markdown", "id": "c703ef96", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "### Correcting the barometric altitude\n", "\n", "From [Graupel-1](https://sea7aero.space/graupel-1), we learned that the tracker computes altitude from the barometric pressue using a naive algorithm that assumes you are in the Troposphere, which is the cause of the variation betweent he two readings. Let's go ahead and apply what we learned there to this data." ] }, { "cell_type": "code", "execution_count": 7, "id": "383bb1bb", "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [ { "data": { "text/html": [ "
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namegeopotential_altitude_mgeometric_altitude_mlapse_rate_K_mbase_temperature_Cbase_temperature_Kbase_pressure_Pabase_density_kg_m3
layer
7Mesopause8485286000NaN-86.28186.870.37NaN
6Mesosphere7100071802-0.0020-58.50214.653.96NaN
5Mesosphere5100051413-0.0028-2.50270.6566.94NaN
4Stratopause47000473500.0000-2.50270.65110.910.0020
3Stratosphere32000321620.0028-44.50228.65868.020.0132
2Stratosphere20000200630.0010-56.50216.655474.900.0880
1Tropopause11000110190.0000-56.50216.6522632.000.3639
0Troposphere-610-611-0.006519.00292.15108900.001.2985
\n", "
" ], "text/plain": [ " name geopotential_altitude_m geometric_altitude_m \\\n", "layer \n", "7 Mesopause 84852 86000 \n", "6 Mesosphere 71000 71802 \n", "5 Mesosphere 51000 51413 \n", "4 Stratopause 47000 47350 \n", "3 Stratosphere 32000 32162 \n", "2 Stratosphere 20000 20063 \n", "1 Tropopause 11000 11019 \n", "0 Troposphere -610 -611 \n", "\n", " lapse_rate_K_m base_temperature_C base_temperature_K \\\n", "layer \n", "7 NaN -86.28 186.87 \n", "6 -0.0020 -58.50 214.65 \n", "5 -0.0028 -2.50 270.65 \n", "4 0.0000 -2.50 270.65 \n", "3 0.0028 -44.50 228.65 \n", "2 0.0010 -56.50 216.65 \n", "1 0.0000 -56.50 216.65 \n", "0 -0.0065 19.00 292.15 \n", "\n", " base_pressure_Pa base_density_kg_m3 \n", "layer \n", "7 0.37 NaN \n", "6 3.96 NaN \n", "5 66.94 NaN \n", "4 110.91 0.0020 \n", "3 868.02 0.0132 \n", "2 5474.90 0.0880 \n", "1 22632.00 0.3639 \n", "0 108900.00 1.2985 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Here, we're loading up the ISA atmopsheric conditions and defining some constants.\n", "isa = pd.read_csv(directory + '/standard-atmosphere.csv', index_col=\"layer\").sort_values('base_pressure_Pa')\n", "\n", "def annotate_layers(ax, label=True, max_layer=10):\n", " for index, layer in isa.iterrows():\n", " if(index < max_layer):\n", " altitude=layer['geopotential_altitude_m']\n", " ax.axhline(altitude, color='black', ls='-.', lw=0.25)\n", " if(label):\n", " ax.text(0.01, altitude+400, layer['name'], transform=ax.get_yaxis_transform())\n", " \n", "display(isa)" ] }, { "cell_type": "code", "execution_count": 8, "id": "ad55d4cf", "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [], "source": [ "universal_gas_constant = 8.31432 # R, N*m/mol*K\n", "molar_mass_dry_air = 0.0289644 # M, kg/mol\n", "gas_constant_dry_air = universal_gas_constant / molar_mass_dry_air\n", "gravitational_acceleration = 9.80665 # g0, m/s^2\n", "# R / g0 * M\n", "altitude_constants = -1.0 * gas_constant_dry_air / gravitational_acceleration\n", "\n", "def calc_altitude(pressure):\n", " layer = isa['base_pressure_Pa'].searchsorted(pressure)\n", " parameters = isa.iloc[layer]\n", " base_altitude = parameters['geopotential_altitude_m']\n", " base_temperature = parameters['base_temperature_K']\n", " pressure_ratio = pressure / parameters['base_pressure_Pa']\n", " lapse_rate = parameters['lapse_rate_K_m']\n", " \n", " if lapse_rate == 0:\n", " factor = altitude_constants * base_temperature \n", " return base_altitude + factor * math.log(pressure_ratio)\n", " else:\n", " factor = base_temperature / lapse_rate\n", " exponent = altitude_constants * lapse_rate\n", " return base_altitude + factor * (pow(pressure_ratio, exponent)-1)\n", " \n", "calc_altitude = np.vectorize(calc_altitude)" ] }, { "cell_type": "code", "execution_count": 9, "id": "aaa27800", "metadata": { "slideshow": { "slide_type": "skip" } }, "outputs": [], "source": [ "# From: https://commons.erau.edu/cgi/viewcontent.cgi?article=1124&context=ijaaa\n", "def calc_altitude_temp_adjusted(pressure_Pa, temperature_C):\n", " temperature_K = temperature_C + 273.15\n", " layer = isa['base_pressure_Pa'].searchsorted(pressure_Pa)\n", " parameters = isa.iloc[layer]\n", " \n", " base_altitude_m = parameters['geopotential_altitude_m']\n", " base_temperature_K = parameters['base_temperature_K']\n", " temp_ratio = base_temperature_K / temperature_K\n", " \n", " pressure_ratio = pressure_Pa / parameters['base_pressure_Pa']\n", " \n", " density_ratio = pressure_ratio * temp_ratio\n", " lapse_rate = parameters['lapse_rate_K_m']\n", " \n", " if lapse_rate == 0:\n", " factor = altitude_constants * base_temperature_K\n", " return base_altitude_m + factor * math.log(density_ratio)\n", " else:\n", " factor = base_temperature_K / lapse_rate\n", " exponent = altitude_constants * lapse_rate\n", " return base_altitude_m + factor * (pow(density_ratio, exponent)-1)\n", " \n", "calc_altitude_temp_adjusted = np.vectorize(calc_altitude_temp_adjusted)\n" ] }, { "cell_type": "code", "execution_count": 10, "id": "cae498a0", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [], "source": [ "def calc_altitude_blended(pressure_Pa, temperature_C):\n", " if(pressure_Pa > 22632):\n", " return calc_altitude(pressure_Pa)\n", " else:\n", " return calc_altitude_temp_adjusted(pressure_Pa, temperature_C)\n", " \n", "calc_altitude_blended = np.vectorize(calc_altitude_blended)" ] }, { "cell_type": "code", "execution_count": 11, "id": "a904ef4d", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum altitude discrepency: 1046 meters\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "mission_data['blended_altitude_m'] = calc_altitude_blended(mission_data['pressure_Pa'], mission_data['temperature_C'])\n", "ax = pretty_plots()\n", "ax.plot(mission_data[['gps_altitude_m', 'blended_altitude_m']])\n", "ax.set_ylabel(\"altitude (m)\")\n", "ax.legend([\"gps\", \"better barometric\"]);\n", "ax.set_title(\"Temperature adjusted altitude\")\n", "\n", "difference = mission_data[\"gps_altitude_m\"] - mission_data[\"blended_altitude_m\"]\n", "print(f\"Maximum altitude discrepency: {difference.max():.0f} meters\")" ] }, { "cell_type": "markdown", "id": "77039151", "metadata": {}, "source": [ "### GPS altitude noise\n", "\n", "Okay, now the barometric altitude looks better, but what about those weird jags in the GPS data? Those were not there in the Graupel-1 launch. Let's take a closer look." ] }, { "cell_type": "code", "execution_count": 12, "id": "61babae9", "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import datetime\n", "window = datetime.timedelta(minutes=30)\n", "\n", "def plot_window(title, start, end):\n", " fig, ax = plt.subplots(tight_layout=True)\n", " \n", " locator = mdates.MinuteLocator(byminute=range(60), interval=4)\n", " formatter = mdates.ConciseDateFormatter(locator)\n", " ax.xaxis.set_major_locator(locator)\n", " ax.xaxis.set_major_formatter(formatter)\n", " \n", " ax.plot(data[start:end]['gps_altitude_m'])\n", " ax.set_title(title)\n", " \n", "plot_window('At launch', launch_time, launch_time + window)\n", "plot_window('Before burst', burst_time - window, burst_time)\n", "plot_window('After burst', burst_time, burst_time + window)\n", "plot_window('At landing', landing_time - window, landing_time)" ] }, { "cell_type": "markdown", "id": "8f8ba813", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Smoothing noise\n", "\n", "The noise in the GPS altitude is still a mystery to me. It seems that roughly every 4 minutes, through the entire flight, the GPS fails to update its altitude. It does not appear to be correlated to any other data as far as I can tell. If anyone has an idea, I'd love to hear it.\n", "\n", "However, we can correct the data fairly well.\n", "\n", "The first thing we can do is simply discard the obvious outliers where the GPS data was dropped using a \"hampel\" filter." ] }, { "cell_type": "code", "execution_count": 13, "id": "a034867e", "metadata": { "scrolled": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from hampel import hampel\n", "\n", "filtered_altitude = hampel(mission_data['gps_altitude_m'], window_size=10, n=3, imputation=True)\n", "ax = pretty_plots()\n", "\n", "ax.plot(mission_data['gps_altitude_m'], label=\"unfiltered\")\n", "ax.plot(filtered_altitude, label=\"filtered\")\n", "ax.legend();" ] }, { "cell_type": "markdown", "id": "a8e2ad7a", "metadata": {}, "source": [ "Next we can detect the discrepencies pretty easily by noting that the difference between one data point and the next is exactly 0. This happens rather rarely in real data, so we can simply throw those data points out and interpolate to fill the gaps." ] }, { "cell_type": "code", "execution_count": 14, "id": "81060e61", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'ascent rate (m/s)')" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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w1nKgkXQw76IwDL+SbVtJkiRJkqSxIhZFR/LhQUmSJEmSJEmSJEmSJEka3exEJUmSJEmSJEmSJEmSJGlcM0QlSZIkSZIkSZIkSZIkaVwzRCVJkiRJkiRJkiRJkiRpXDNEJUmSJEmSJEmSJEmSJGlcM0QlSZIkSZIkSZIkSZIkaVwzRCVJkiRJkiRJkiRJkiRpXCvIdQFHQxAEecA/AW8GjgdSwFrgJ8C3wjBM9Bn/Y+D1B9jl18MwfHefbSYD/wrcACwA9gF3AJ8Mw3DTAHUtAz4OXADMALYDvwE+G4Zh8wDbXA78G7ACKMt8Hd8Gvh+GYXSAmiVJkiRJkiRJkiRJkiQdhlgUjf5cThAEPwFeB7QBDwKdwHlAJXAPcFUYhh09xj8LnAD8Ckhm2eUdYRj+pMf4qcD9wHHABuBJ4FjgRKARuCgMw6f61HQmcCdQATxCOkB1LjAbeAa4IAzDhj7bvBP4eqb+ezK3l5IOU/0kDMM3HMrzIkmSJEmSJEmSJEmSJOngRn2IKgiC1wI/BbYAF4ZhuDWzfCrwN+Bk4F/DMPx8ZnkZ6eDTzjAMqwZ5jJ8BrwG+B7w9DMNkZvlHgE8DzwIrwjBMZZYXAuuAhcAbwzD8cWZ5Keng1nXAN8MwfGePYwTAmkxtF4dhuCqzfD5wF7AEeGUYhr859GdJkiRJkiRJkiRJkiRJ0kDycl3AUfDGzO1HugJUAGEY7gE+m3l4dY/xK4B84PHB7DwIgkXAq0lP3/f+rgBV5hifAR4m3ZHqqh6bvZp0gOqvXQGqzPg24E1AC/DmIAgm9djm30h/Pz7fFaDKbLMVeFfm4QcHU7MkSZIkSZIkSZIkSZKkwRsLIaoXAcuBm7Osy8/cxnssOy1z+9gg93816efp9jAMm7Os/23m9toey67J3N7Ud3Am3HUXUARcOZhtSHfUqgfOCIJg5iDrHrQgCH4eBMHjQRD8/GjvW5IkSZIkSZIkSZIkaawwYzF2FeS6gCMVhmEH6en0egmC4DjgE5mHP+yx6tTMbSIIgl8A5wEzgI3Az4AvhWHY3mP88szt0wOUsDpze9IhbnNtZptfZ4JR04F20tMA9hKGYTIIgueAszPb/HWA/R6uV5EOip0aBMH1R3nfkiRJkiRJkiRJkiRJY0VZ5vZk4DU5rENH2agPUfUVBMGPgeOA04FW0lPw/arHkK5OVP8FbCU9rd8s0uGqzwDXBUFweRiGLZlxczK31QMcsjZzO7vHskPdpmt8bRiG0SEc52jp2ZGsbMBRkiRJkiRJkiRJkiRJgrEx+5t6GFMhqiAIJgCv77EoBSwNgqAiDMPmIAhKgOMz6z4K/HcYhqnMtgHwO9Ldnr4IvC0zrjxz2zrAYdsytxU9lh3qNgcbP9BxBhQEwduAfxrM2J5KSkoOdRNJkiRJkiRJkiRJkqRxob29e3KzgZrkaJQaUyEqoIN0p6Zm4AzSYah3AScFQXBRGIbtQRBMB6rCMFzTc8MwDMMgCF4PPAa8KQiCD4Vh2AgkB3nsngnDJINLHHaNGewx+h7nQGazf+rCQSkpKWHVqlWHsokkSZIkSZIkSZIkSdK4sWLFiq4gVdvBxmp0GVMhqjAMO4EdmYd3B0FwOfAscAHwQuCWMAzrgfoBtn88CILtwFzSc1feBzRlVpcOcNiu5c09ljUBUw5hm4MdY6DjHEgt8MQgx56MbeYkSZIkSZIkSZIkSZI0To2pEFVfYRjuCYLgFuDNwGnALYPYbBvpEFXXFHvVmdvZA4yvytzW9FhWTTpENTuzv4Nt03WMWQeoK9txBhSG4beBbw9mbBAELUDZYMZKkiRJkiRJkiRJkiRJY82o7j4UBEFREARfCoLgt0EQlAwwrCNzWxgEwQVBEPw4CILPHmC38zK3XeGnpzO3Jwww/oQ+4w55mzAM95IOUpUFQbCo7+AgCPKBYzMPnxmwckmSJEmSJEmSJEmSJEmHbFSHqDLT970ceBlwTd/1QRAUAZdnHq4k/fW+HnhvEASVWcZfQroL1VZgdWbxbUAKuDoIgmzT7b0sc/vnHsu6Ol69NMsxpgKXAO3A3wazDfACoBJ4PAzD2izrJUmSJEmSJEmSJEmSJB2mUR2iyvhG5vbLQRAs7VoYBEE58D1gGenuTbcA9wPPkp667oeZMV3jTwB+nHn4iTAMI4AwDKuBG4HpwLeCICjssc2HgbNJd5TqOVXgzcAW4EVBELytx/hS4Pukpwr8bhiGu3ts83UgAfxHEARn9thmPvB/mYefGfSzIkmSJEmSJEmSJEmSJGlQYlEU5bqGI5IJNf2OdCeqTuAB0l2eziAdfNoIvCAMw42Z8ccDdwMzgJ3Aw6RDTRcChcBXwjD85z7HmAU8CCwmHY5aCQTAcmAvcEEYhmv6bHMh8BegFHgiU8e5QBXwGHBJGIbNfbb5EPA/pMNU9wBtwKWZ+r4VhuE7Dvd5OpAgCFqAspKSElatWjUUh5AkSZIkSZIkSZIkSRr1VqxYQXt7O0BrGIblBxuv0WPUd6IKwzAOvBh4O/AU6c5Ql5IOSH0KOLUrQJUZvwZYAXwVaAauBk4D7gVe3DdAldlmB3BWZhuA64CJwI+A0/sGqDLb3AecSbqL1XzSIa8G4JPApX0DVJltPp/5Wh7MHO8iYA3wRuBdg3xKJEmSJEmSJEmSJEmSJB2CUd+JSkfOTlSSJEmSJEmSJEmSJEkHZyeqsWvUd6KSJEmSJEmSJEmSJEmSpCNhiEqSJEmSJEmSJEmSJEnSuGaISpIkSZIkSZIkSZIkSdK4ZohKkiRJkiRJkiRJkiRJ0rhmiEqSJEmSJEmSJEmSJEnSuGaISpIkSZIkSZIkSZIkSdK4ZohKkiRJkiRJkiRJkiRJ0rhmiEqSJEmSJEmSJEmSJEnSuGaISpIkSZIkSZIkSZIkSdK4ZohKkiRJkiRJkiRJkiRJ0rhmiEqSJEmSJEmSJEmSJEnSuGaISpIkSZIkSZIkSZIkSdK4ZohKkiRJkiRJkiRJkiRJ0rhmiEqSJEmSJEmSJEmSJEnSuGaISpIkSZIkSZIkSZIkSdK4ZohKkiRJkiRJkiRJGqPaOxPs2tdGMhXlupRxJ9nSQLxhZ67LkCRJg1SQ6wIkSZIkSZIkSZIkHT1NrZ08unoHDz1Ty5PrdtEZT3LqsTP4+JvOIj/fHgvDoX3bWmp+9glIJZj2wncw8ZTLc12SJEk6CENUkiRJkiRJkiRJ0ii3u76Nh5+t5aFnanl24x5SfTpPPfHcTu5fVcPFp87NUYXjy74HboRUAoC9d/3UEJUkSaOAISpJkiRJkiRJkiRplImiiG11TTz87A4efraW57fVH3SbR1fvMEQ1TNq3h933U+3NOaxEkiQNliEqSZIkSZIkSZIkaRRIpSLCLft4+NlaHn62lprdLQOOnTyhmLNOnE0URdz+8BYAntuyd7hKFdHBh0iSpBHFEJUkSZIkSZIkSZI0ArW2x6lv6qB6VzOPrN7BI6t3UN/UMeD42VPLOXv5bM45cTbBgsnk5cXYube1O0S1a18bLW1xyksLh+tLkCRJGjUMUUmSJEmSJEmSJEkjyJ6GNj727Yeo3tVMKnXgjkZL51Zy9omzOevE2SyYNYFYLNZr/fTJpZSVFNDangBgc20jJyyeOmS1K8NGVJIkjTqGqCRJkiRJkiRJkqQcSiZThFv38djaOh5fu5ONNQ0Djs3Li7F8yVTOPnE2Z54wixmTyw6471gsxsLZE1mzKT2VnyEqSZKk7AxRSZIkSZIkSZIkScOsvqmDJ8I6Hlu7kyfDnTS3xQccW1lRxPGL0sGpM46fyYSyokM61oJZ+0NU1buaj6huDZatqCRJGm0MUUmSJEmSJEmSJElDLJFMEW7ZxxPhTp54ro712wfuNgUwc0oZZ50wi5dcspSplaVHdOyq6RXd9w1RSZIkZWeISpIkSZIkSZIkSRoCu/a18URYx+PP7WTV87tobU8MOLYgP8YJi6dy+nEzOe3YmcydUUEsFjsqdVRNL+++X7ur5ajsUwcR2YlKkqTRxhCVJEmSJEmSJEmSdBQkkinWbtrLY2vrePy5OrbsaDrg+GmVJZx23ExOO3YGK46ZTllJ4ZDUNadHJ6q6vS3EEykKC/KG5FiSJEmjlSEqSZIkSZIkSZIk6TA1tXayck0dj6yu5al1B+s2lceJi6dySjCDU4+dwYJZE45at6kDmTmljLy8GKlURCqCHXtamDdzwpAfV5IkaTQxRCVJkiRJkiRJkiQdgvqmDh5+tpYHn67h6fW7SaUGnrpt9rRyTjt2BqcdO5MTF0+lpHj4L88V5Ocxc0oZtbvTU/nV7jZEJUmS1JchKkmSJEmSJEmSJOkgWtriPPRMLfc+sZ2n1+9ioNxUYUEey5dO4/RjZ3LacTOomlaRfeAwq5pW3h2iqt7VnONqxoFo4GCdJEkamQxRSZIkSZIkSZIkSVnEE0keW7uTe5/YzqNrdhBPpLKOmzShmLNOmMWZJ8zipKXTKCkaeZfg5kyv4PHndgJQkwlTSZIkab+R9w5OkiRJkiRJkiRJypFUKmL1pj3c+8R2HlxVQ3NbPOu4aZUlnHtSFeeeVMVxC6eQlxcb5koPTdW08u77NXaiGnIRdqKSJGm0MUQlSZIkSZIkSZKkcSueSHH/U9vZuqOJptY4T4Q72V3flnXshLJCzl8xh4tOnTsqglM9VU3fP62gISpJkqT+DFFJkiRJkiRJkiRpXKre1cy7P383iWT2afoAigrzOfuEWVx02lxOWTaDwoK8Yazw6OkZotrd0E57Z2JETjs4ZtiISpKkUcd3RpIkSZIkSZIkSRo3OuJJ/v50Dbc/vIXVG/dkHZMXg5OXzeCiU+dy9omzKCspHOYqj75pk0opLMgjnkgHxmp3t7CoqjLHVUmSJI0chqgkSZIkSZIkSZI05m2qaeCOh7dw9xPbaWmLZx1z4SlzOGHxVM5ZPpvJE0qGucKhlZ8XY9bUcrbVNQFQs8sQ1dCyFZUkSaONISpJkiRJkiRJkiSNSc2tndy/qoY7HtnC+m31WccsmDWBK85ewKWnzaOirGh4Cxxmc6b3CFHtbs5xNZIkSSOLISpJkiRJkiRJkiSNGfFEksfW1nH349tZuaaORDLVb0xJUT4XnjKXK86az7L5k4nFYjmodPhVTavovl+9yxDVkIrsRCVJ0mhjiEqSJEmSJEmSJEmjWioVsXbzXu5+fBsPrKoZcLq+ZfMnccVZC7ng5CrKSgqHucrcq5q+P0RVs6slh5VIkiSNPIaoJEmSJEmSJEmSNOpEUcSG7Q3c++R2Hniqmt0N7VnHTaoo5sJT5nD5mfNZVFU5zFWOLFXTy7vvO52fJElSb4aoJEmSJEmSJEmSNGrU7Grm3ie2c++T26keoJtSUWE+Z584i0tOm8fJy6ZTkJ83zFWOTHN6dKJqaO6kuS1ORen468glSZKUjSEqSZIkSZIkSZIkjWj7Gtu5/6lq7nliO89vq886Ji8GK46ZzsWnzePsE2eNy+n6DmbyhGJKi/Np60gC6UDasvmTc1zVGBVFua5AkiQdIkNUkiRJkiRJkiRJGnFa2+M8/Gwt9zy+nVXP7yI1QCbluIVTuOiUOZy3Yg6TJhQPb5GjTCwWY/a0CjZWNwBQs7vFEJUkSVKGISpJkiRJkiRJkiSNCPFEiifDndzzxHYeWb2Dzngy67iFsydy0alzufDkOcyYUjbMVY5uVdPK94eodjXnuJqxzE5UkiSNNoaoJEmSJEmSJEmSlDOpVMTazXu594ntPLCqmqbWeNZx0yeXctEpc7n41LksmD1xmKscO+ZMr+i+X7OrJYeVSJIkjSyGqCRJkiRJkiRJkjTstuxo5N4ntnPvE9vZua8t65iK0kLOW1HFxafO5fhFU8nLiw1zlWNP1fTy7vvVu+1EJUmS1MUQlSRJkiRJkiRJkoZcY0snf3loM9W7mtlU08Cmmsas44oK8jjjhFlcfOpcTjt2BoUF+cNc6dhW1aMTVe2uZqIoIhYznCZJkmSISpIkSZIkSZIkSUOmubWTB1bV8PUbVw04Ji8GJy2dzkWnzuXck2ZTVlI4jBWOL1XT9oeoWtoTNDR3MmlCcQ4rkiRJGhkMUUmSJEmSJEmSJOmoiieSrFxTxz1PbGflmjoSyVTWcUvmVnLxqXO54OQ5TK0sHeYqx6eJ5UVMKCukqTUOQM3uZkNUkiRJGKKSJEmSJEmSJEnSURBFEc9vq+fOlVu578lqmtviA4592w3LWXHMdObNnDCMFapL1bQKwq37AKjZ1czxi6bmuCJJkqTcM0QlSZIkSZIkSZKkw1bf1MHdj2/jr49uZVtdU9YxlRVFXHjKXC4+dS7HzJtELBYb5irVU9X08v0hqt0tOa5GkiRpZDBEJUmSJEmSJEmSpEOSSKZ4fG0df1u5lZVr6kimon5jigrzOefE2Vxy+lxOPmY6+fl5OahU2VRNr+i+X72rOYeVSJKkvoIguAS46wBDWsIwrOi5IAiCVwDvA44D8oFVwFfCMLxpyAodgwxRSZIkSZIkSZIkaVC27mjkbyu3cffj26hv6sg65oTFU7ns9Hmct6KKspLCYa5QgzFn2v7rrjW77EQlSdIIc1rmdiWwLsv69p4PgiD4H+BDQAtwN1AMXAxcEATBf4Zh+PGhK3VsMUQlSZIkSZIkSZKkAbW0xbnvqWrufHRr9xRwfU2tLOGyM+Zz2RnzqJpWkXWMRo7Z08u779fsbiGVisjLc4pFSZJGiK4Q1cfCMLz9QAODILicdIBqC3BhGIZbM8tPAu4EPhYEwS1hGD4ylAWPFYaoJEmSJEmSJEmS1EsqFfHM+t389dGtPPRMDZ2JVL8xBfl5nHXiLC4/Yz6nBDPIN4QzalRN2x+i6own2dvYzrRJpTmsSJIk9XBq5vaxQYz9SNdtV4AKIAzDp4Mg+A/gW8C/AK84uiWOTYaoJEmSJEmSJEmSBEDN7mbueXw7dz22jbq9rVnHLJlbyeVnzOeiU+cyoaxomCvU0VBWUsjkCcXsy0zJWL2r2RCVJEkjQBAEE4BjgM1hGO4ZxNgLgTjwxyxDbgK+CbwwCIK8MAz7p+LViyEqSZIkSZIkSZKkcayptZP7n6rm7se28dyW7NP1TSwv4uLT5nL5GfNZVFU5zBVqKFRNr+gOUdXsbmHFMdNzXJEkSQJOAWLA+kwnqVcCS4BG4K/Af4ZhuC4z9nggH9gQhmFz3x2FYbg7CII6YFZmH88PQ/2jmiEqSZIkSZIkSZKkcSaeSPLY2jrufnw7K9fsIJGM+o3Ji8Gpx87k8jPnc+bxsygsyMtBpRoqVdPKWb0x3eCiZle/666SJCk3TsvcXg6cD9wHbM0sfy1wfRAE14ZheA8wJzO2+gD7qyUdopqNIaqDMkQlSZIkSZIkSZI0DkRRRLhlH3c9to37n6qmuS2eddz8WRO45LR5XHLaXKZWOsXbWDVnekX3/ZpdLTmsRJKkUaskCILHD2H8d8Iw/PZBxpyauX0QeFkYhjsAgiAoBr4AvAv4TRAES4HyzNjsczCntWVuKw4wRhmGqCRJkiRJkiRJksaw2t0t3PP4Nu5+Yju1u7OHZSZVFHPhqXO49LR5LJ5TSSwWG+YqNdyqppd336+2E5UkSYcjj/2hp8GYPYgxbwb+E9gRhmFj18IwDDuCIHgfcB5wMvAaoOEQjm1L0UEwRCVJkiRJkiRJkjTGNLd2cv+qGu5+bBtrN+/NOqaoII+zl8/mktPmccqy6eTne21tPKnq0Ymqbm8LyWTKnwFJkg5NCnjqEMbXHmxAGIadwLoB1iWDIPgz6RDVGcDvM6sO1Dq0a52J6UEwRCVJkiRJkiRJkjTKdcST3PrgJtZu3kt9UwfPb6snkUz1GxeLwfIl07jktLmce1IVZSWFOahWI8HsqeXEYhBFkEhG7NzXxuxp5QffUJIkdWkPw/C0YT7mtsxtOVCduX+gDldVmduaIatoDDFEJUmSJEmSJEmSNEpFUcSaTXv58DceIIoGHjdvZgWXnDaPi0+dx/TJB2pWoPGiqDCf6ZNK2bmvDYCa3c3jIkTVEj5K42O3Un7C+Uw8+fJclyNJUrcgCIqArwIzgbeFYbgzy7B5mdttwBogASwOgqAkDMP2PvubBswAWoENQ1b4GGKISpIkSZIkSZIkaZRpaO7grse2cccjW9i+M/vsLJMqirnwlDlccto8lsytJBaLDXOVGumqplV0h6iqdzVz2rEzc1zR0IqiFHU3fg6Ats3PUH7MGeSXV+a4KkmS0sIw7AyC4EpgIXAr8N2e6zMhq1dlHt4ahmF7EAR3AVcA1wA39tnly4AYcFsYhsmhrH2sMEQlSZIkSZIkSZI0CiSTKR4Pd3Lnyq08unoHiWT21lMvv+wYTl42neMXTaUgP2+Yq9RoUjW9nKee3wVA7a6WHFczDFK9p7iM7601RCVJGmm+AfwP8NkgCB4Jw/BpgCAISkmHqpYC94ZheFdm/FdIh6i+GATBU2EYrs+MPwn4z8yYzw7nFzCaGaKSJEmSJEmSJEkawbbVNfHXR7dy9+PbqG/qyDpmxTHTuPKshZy9fBaFBfnDXKFGq6rpFd33q3dl72g2th1gDkxJknLjS8C5wPXA40EQ/B3YDZxHepq/59jfjYowDG8NguAbwDuBZzKdqfKBS4Ai4MNhGD4+rF/BKGaISpIkSZIkSZIkaYSJJ5I8+HQtf3loM6s37sk6ZsrEEi4/cz4vOHM+s6aWD3OFGgvmjLcQlVNaSpJGuDAME0EQvAR4c+bfaaRDURuBbwL/G4Zh3/aR7wYeA94BXAy0Aw8DXwjD8I/DVPqYYIhKkiRJkpRzqUQn9Q/+jijeweQLXk5ecVmuS5IkSZJyomZ3M7c/tIW/rdxKY0tnv/UF+XmcdeIsLjt9HqcGM8h3uj4dgbkz9oeodu5ro60jQWnx+Ll8GEV2opIkjTxhGEbA9zL/Bjv+h5l/OgLj512QJEmSJGnEalx5K/UP/BaAKNHJtKvemuOKJEmSpOGTTKZ4dM0Obv37Zp5atyvrmMVVlbzgrPlceMpcJpYXDXOFGqtmTC6juCifjs4kANt3NnHMvMk5rmo4GaKSJEn7GaKSJEmSJOXc3rt+2n2/8fG/GKKSJEnSuLC7vo3bH97CHY9sYW9je7/1RYX5XHjyHK4+dyHHzJtEzKnIdJTl5cWYN6OC9dsbANhWN8ZDVHaekiRJBzAmQlRBEOQB/0R6PsjjgRSwFvgJ8K0wDBNZtnkF8D7gONLzR64CvhKG4U0DHKMUeC/wWmAx0ALcB/xXGIZPDbDNHOA/gBcAc4E64I/Ap8IwzPpRkiAITgc+BpwOTCY9r+VPgC+FYRg/yFMhSZIkSZIkSZJGsFQq4sl1O7nt75tZuWYHqSyZjnkzK7jqnIVceto8KsrsOqWhNW/mhO4Q1dYdTTmuRpIkKXfGRIgK+BHwOqANeBDoBM4Dvga8NAiCq8Iw7OgaHATB/wAfIh2EuhsoBi4GLgiC4D/DMPx4z51nAlR/AS4EaoDbgHnAS4HrgiC4NgzD2/tsswR4AJgFPAP8CTgVeDdwQxAE54RhuK3PNtcBNwF5wP3APuAi4HPAFUEQXG2QSpIkSZIkSZKk0ae+qYO/rdzKXx7aTN3e1n7rC/JjnLu8iqvOXciJi6fadUrDZt7MCd33t9aN9RCVnagkSdLARn2IKgiC15IOUG0BLgzDcGtm+VTgb6TDUe8FPp9ZfjnpAFXf8ScBdwIfC4LgljAMH+lxmI+SDlDdBrw0DMO2Hsf+CfCTIAiWhmHY853lj0kHqP5fGIafyozPB/4PeDvwbeCFPb6OKcDPSL97uzIMw7/1WH4rcBnwfuB/jvApkyRJkiRJkiRJwyCKIlZv3MNtD23m70/XkEj2D3DMmFLGVWcv4PIz5zN5QkkOqtR4N79HiGrbmA9R9WGmSpIk9ZCX6wKOgjdmbj/SFYgCCMNwD/DZzMOre4z/yADjnyY99R7Av3QtD4KggnQIKwm8rStAldnmZ8CvgRmkg1xd21xIuhPWc8B/9RifzOxrK3B1EATH96jr3cAE4EddAarMNnt7fI3vz0xdKEmSJEmSJEmSRqjmtjh/un8j7/r83Xz4Gw9y35PVvQJUeTE464RZfOKtZ/PdD1/Oyy9bZoBKOTN/1sTu+3V7W2nvTOSwmuFmikqSJO036jtRAS8CjgE2ZlmXn7mNAwRBMIF0R6k48Mcs428Cvgm8MAiCvDAMU5nxE4CH+06/l/Fb4FXAtcA3MsuuydzenNlHtzAM40EQ/AF4T2abNX22uanvAcIwfC4IgmeA5cAZwCN9x0iSJEmSJEmSpNx6fts+bvv7Zu57qpqOzmS/9VMmFnPFWQu54qwFTJ9cmoMKpf5mTCmjqCCPzkSKKILtO5tZOndSrssaGmamJEnSAYz6EFUYhh3As32XB0FwHPCJzMMfZm6PJx2s2hCGYXOWfe0OgqCO9DR8S4DnSQeXAJ4eoITVmduTeiw7nG1OHMQ2yzPbGKKSJEmSJEmSJCmHkqmIuj0ttLTH2VjdyF8e2sT67Q1Zx568bDpXn7OQM0+YRUG+E05oZMnPizF3xgQ21qR/frfVNY3dEJUkSdIBjPoQVV9BEPwYOA44HWgF3h+G4a8yq+dkbqsPsIta0iGq2aRDVAfbpjZzO6vHssFuMztT8xSgFEiFYVg7mG0kSZIkSZIkSVJuNLZ08vb/vpOm1s4Bx0woK+LyM+dz1dkLqJpeMYzVSYdu3szeIapxI7I1lSRJ2m9Mhagy0/W9vseiFLA0CIKKTOep8szy1gPspi1z2/UXzcG26RqfFwRBWRiGrYewTd9jtGUZO9A2BxQEwduAfxrMWMCJ1iVJkiRJkiRJOojmtjj3PrGdb/1uoEkl4LiFU7j63IWcd1IVRYX5w1iddPjmz5rQfX/rjrEbooqcz0+SJB3AmApRAR2kOzU1A2cAXwTeBZwUBMFFQP8JyAfW1U93KLc5kmMczGzg1EPYryRJkiRJkiRJ6iOKItZs2svtD2/mwVU1dCZS/cbMnlrOyUF6yr5FVZU5qFI6MvNm9ghRjadOVJIkST2MqRBVGIadwI7Mw7uDILgceBa4AHgh0PWur/QAu+la15y5Pdg2XctT7O88Ndht+h7jQB2h+m5zMLXAE4McezKDD2dJkiRJkiRJkjTmNbfFufuxbdz20OYBpzebVlnCp99xntP1adTr2Ylqx54W2jsTlBSNqcuIaU7fJ0mSDmAMvvvZLwzDPUEQ3AK8GTgN+HNm1ewDbFaVua3J3FYfZJuu8XVhGHZ9/KSadBeog21Tk6mzKQiCRmBiEAQzwjDcOYi6DigMw28D3x7M2CAIWoCywYyVJEmSJEmSJGmsiqKI57fV85eHNnPvk9V0xvtPJDGxvIhLT5/HC86cz/xZE3NQpXT0zZpaTlFhPp3xJFGUntJv2fzJuS5LkiRpWI3qEFUQBEXA54C5wOvCMGzPMqwjc1sIrAESwOIgCEr6jg+CYBowg3RHqQ2ZxV0Tm58wQBkn9BnXdf/aQ9zmGeC8zLpsIaps20iSJEnSmBRFKWIxG+ZKkiRpeLR1JLj3ie385eHNbNjekHXMimOmceXZCzn7xFkUFuQPc4XS0MrPi7Fg1gSe31YPwKaaxvERorIzlSRJ6mFUn5HOTN/3cuBlwDV912dCVpdnHq7MhKbuAoqzjc/sJwbcFoZh18dLHgAagbODIKjKss3LM7d/7rHslsztDUEQxPrUVAi8+ADbvDTL13EscCJQBzyWpQZJkiRJGlOan70v1yVIkiRpHNhU08A3blrFGz55O1+/cVW/ANWEsiJuuHgp3/73y/ivt5/HBSfPMUClMWtRVWX3/U012cOEkiRJY9moDlFlfCNz++UgCJZ2LQyCoBz4HrCMdJenrpDSVzK3X+wz/iTgPzMPP9u1PBO8+hZQBPwoCIKKHtu8hnSIaifw/R7bPAQ8CiwH/qsrSBUEQX7m+POAP4Vh+GyPr+OHpMNa/xQEQXfAKwiCKZl1AP8ThmFicE+LJEmSJI1e7dvCXJcgSZKkMaqtI8Edj2zhg1+9j/d+4R5u+/tm2jp6n3o/YfFU/uU1p/Gjj1/Bm649garpFQPsTRo7FlXtn57SEJUkSRqPRvV0fhmfB84h3VlqdRAEDwDtwBnAdGAjcH1XZ6kwDG8NguAbwDuBZ4IguAvIBy4hHZT6cBiGj/c5xicz618AbAiC4H7SUwielTnWK8MwbOuzzRuB+4CPAC8JguBZ4BRgCbAJeFvPwWEY7giC4G3Az4E/BkHwILALuAiYQrpr1VcP90mSJEmSpNEkSsZzXYIkSZLGmC21jdzy4CbueWIbbR3JfuvLSwq45PR5XHXOQhbMmphlD9LY1rMT1ebaRqIoIhaLHWCL0S/C6fwkSdJ+oz5EFYZhPAiCFwNvBd4EnE26w9YG4JvAF8Mw7BuXfzfpafHeAVxMOgj1MPCFMAz/mOUYrUEQXAL8G/Aq0oGt3cBNwKfCMHw6yzZrgyA4Hfh/wFXAtcA20p2oPhOG4c4s2/wqCILtpINX5wCFma/jP4Fv2IVKkiRJ0nhhiEqSJElHQzKZ4uHVO7jlgU08s2F31jHL5k/i6nMWcv7JcygpGvWXTaTD1rMTVWt7grq9rcyaWp7DioZAZGhKkiQNbEz8NRCGYQr4dubfYMZHpKfI++HBxvbYpgX4eObfYLfZQjrYNWhhGD4AvPBQtpEkSZKkMSfpZ0gkSZJ0+OqbOrjjkS3c9vdN7G5o77e+vKSAi0+bxxVnLWDxnMose5DGn7KSQmZOKaNubysAm2oax16Iqi8zVZIkqYcxEaKSJEmSJI0tUar/9CqSJEnSwazbuo9bHtzEfU9Wk0im+q1fPKeSa89fxAWnzKW4MD8HFUoj26Kqid0hqs01DZyzfHaOKzraTE1JkqSBGaKSJEmSJI08sbxcVyBJkqRRIp5I8sCqGv78wEbWba3vtz4/L8Z5K6q45rzFHLtwMrFYbPiLlEaJRVWVPPzsDgA21TbmuBpJkqThZYhKkiRJkjTieGFLkiRJB7O7vo3bHtrM7Q9vpqG5s9/6yROKufqchVx5zkKmTCzJQYXS6LOoamL3/U01DTmsZLgc3c5UUZSi7rf/Q9vW1Ud1v5IkaXgYopIkSZIkjTyGqCRJktTHxuoG7ntyO81tcfY0tPNEuJNUqn8A4riFU7j2/MWcvXw2hQV2OJUOxaKqyu77O/a00toep6ykMIcVHWVDPJtf6/OP0/r8yqE9iCRJGjKGqCRJkiRJI4/T+UmSJKmHnXtbed8X7xlwfVFBHhedOpcXnbeIJXMnDVtd0lgzc0oZZSUFtLYnANhc28jxi6bmuKohFB3dVFXnrm1HdX+SJGl4GaKSJEmSJEmSJEkj0r6mdm5/eAs//8tzWdfPmFLGi85dyOVnLmBiedEwVyeNPbFYjIWzJ7Jm014ANlU3jO0QlSRJUg+GqCRJkiRJI07MTlSSJEnj2vrt9fzp/o3c92Q1iWSq3/rXXX0ci+dUckowg/w8p4KWjqZFVZX7Q1S1jTmu5mjr3Xkq1dacozokSdJIZIhKkiRJkjTyxLwQJknjWRSlaN/8LOTnUzLveGK+LkjjQiKZ4qFnavnT/RtZu3lvv/UlRflcf9FSXnrpUkqKvLwhDZVFVZXd9zdWN+SwkqG378EbqTjxglyXIUmSRgj/ypAkSZIkjQAxen0i2IvlkjSutaz5Oztv/hIAs175EcqWnpbjiiQNpYbmDu54ZAu3PriJ3Q3t/dZPmVjMC89dxFXnLKSyojgHFUrjy+I5E7vvb6ltJJlMkZ8/RroFR707UcV3b89RIZIkaSQyRCVJkiRJGnmczk+SxrWuAFX6/pdZ+MGf5rAaSUNlU00Df7p/I/c+sZ3ORP8p+4IFk7nugsWcs7yKwgLfH0rDZcGsieTlxUilIjoTKap3NTN/1sSDbyg/DyRJ0ihniEqSJEmSNAJ55lmSlJbq7N+VRtLolUxFPLq6lj/ev5FnN+zpt74gP8b5J8/h2vMXs2z+5BxUKKmoMJ95MyrYsqMJSE/pZ4hKkiSNB4aoJEmSJEkjQO8pFWJ+fFeSlJFXUpbrEiQdBc2tndzxyBZueXATO/e19Vs/qaKYq89dyFXnLGTKxJIcVCipp0VzKveHqGoauXiMzKwbHXyIJEkaxwxRSZIkSZJGHkNUkqSMvOLyXJcg6Qhs2dHInx/YxN2Pb6OjM9lv/dK5lVx7wRIuOLmKwoL8HFQoKZvFVZXc8/h2ADZVN+S4GkmSpOFhiEqSJEmSJEnSiJVXbCcqabRJpiIeX1vHn+7fyFPP7+q3Pi8vxnknVXHdBYsJFky2C6k0Ai2uquy+v7GmgSiK/L8qSZLGPENUkiRJkqSRJ3KSBUlSWl7JyO9E1V69jvata6hYfhEFFZNzXY6UMy1tcf62cit/fmAjO/a09ls/sbyIq85ZyNXnLGTapNIcVChpsBZWTey+39jSyd7GdqZWjoH/t/6tKUmSDsAQlSRJkiRpBPLEtiSNV1Gq93RfI70TVbK1kdqff4Io3kH71jXMeuVHcl2SNOx27GnhD/dt4M6VW2nr6D9l36KqiVx3wWIuOGUuxYVO2SeNBpUVxUyrLGF3QzsAG6obxkaIasjlvltXvH4nsbw8CiZOy3UpkiSNOoaoJEmSJEmSJI0YqY7e3WtGeieqxsdvJ4p3ANC6/vEcVyMNr+e27OXmezbw0DM1pPpk4PNicPby2Vx7/mJOWDzVacCkUWjRnMruENWm6gbOPH5Wjis6Gsb2B3ZaNzzJjl9/BvLyqHrNJymZd2yuS5IkaVQxRCVJkiRJkiRpxEi1t/R6nFdUkqNKBifV0XLwQdIYkkxFPLq6lt/fs4G1m/f2W19RWsiVZy/ghecuYsaUkd1JTtKBLa6qZOWaOgA21jTkuBoNxo5ffRqIIJmi7ndfYMH7vpvrkiRJGlUMUUmSJEmSRpxobH84WJJ0AH1DVCNhWpwDSbW3HnyQNAa0dya4c+U2/nDfBmp39w8PVk0r58UXLeHS0+dRUuSlB2ksWDynsvv+xmpDVAcSpZIj5A/Z/TUkm/sHXSVJ0oH5l4wkSZIkaQQaCSefJUm50D9ENbJfE+xEpbEqiiI6OpPUN3fwt0e3cuvfN9HUGu837vhFU7j+oqWcecIs8vNGduhR0qHpGaLasaeV5tZOKsqKcljRUTAEbysSzfuo+cl/kGzaS3HVMUf/AJIkadgYopIkSZIkSZI0YiT7hqhGRFeHgaU67ESlsee3d67jt3euo60jmXV9XgzOOamKGy5aQrBgyjBXJ2m4zJxSRkVpIc1t6QDlhuoGVhwzPcdVjTz77v0ViX07AGjfujrH1UiSpCNhiEqSJEmSNAKN7AvmkqSh078T1cg22uqVDubp9bv4ya1rs64rKcrnirMWcO0Fi5k1tXyYK5M03GKxGEvmVrLq+d0AbNheb4gqi/btz+W6BEmSdJQYopIkSZIkSZI0YqTam3svsBOVNOSiKOLp9bv57Z3rusMSPU2fXMoLz13EVWcvGP1TeUk6JEvnTur+vbB+e0OOqzkaRvb7CkmSlFuGqCRJkiRJI4/ntSVp3Orb2Ska4S8K/aYflEaRZCri4Wdruemu53l+W32/9ecsn82HXnsahQX5w1+cpBFhydxJ3ffXb6/PWR2SJEnDwRCVJEmSJGkEGtkXzCVJQ6ff9Hgj/CXBTlQajdo7Ety5cit/uH8jtbv7BwGDBZN59RUBpwYziMViOahQ0kixtEeIqnZ3Cy1tccpLC3NX0JEa4R0uJUlSbhmikiRJkiRJkjRiJDv6BjpG+MXOZCLXFUiDtrexnT8/sJHb/r6Z5rZ4v/UnL5vOyy87huVLphmekgTArKlllJcU0NKefr3bWN3A8qXTclyVRqtUewt1v/tfEo27mX7teyiZsyzXJUmS1IshKkmSJEkahaJkHGJ5xPLG6NQqfjpYksatVFvfTlS+JkhHalNNAzffu4H7ntxOItn7/1ReDM45qYqXXXpMr44zkgQQi8VYMncST6/fDaSn9DNEpcNV//AfaNv0NAC1v/gUiz70sxxXJElSb4aoJEmSJGmUaXnuYepu/hKFk2ZQ9frPkF82IdclSZJ01KT6daIauSIDXhrBoijiyXAXv793PU+t29VvfUlRPlectYBrL1jMrKnlOahQ0mjRN0QlHa6WdSu770edbTmsRJKk7AxRSZIkSdIoU3fT5wGI76mh/uGbmXrp63JckSRJR0+qfRSFqBKduS5B6ieeSHLP49u5+b4NbN3R1G/91MoSrrtgMVecvZCK0sIcVChptFk6t7L7/gZDVDoCThUrSRrpDFFJkiRJ0ijWuWNTrkuQJOmo6heiGsHdnlJtzb0XxPJyU4gENLZ0ctvfN/HnBzdR39TRb/3iOZXccNESzj95DgX5/qxKGryeU31W72qhtT1OWYkhTB0OQ1SSpJHNEJUkSZIkjWZ5+bmuYGiM4AvmkqSh1b8T1ch9Teg79WAs39OtGn7Vu5r5w70buPOxbXTGk/3Wn3H8TK6/aAnLl0yzA4ikwzJrajllJQW0ticA2FDdwPIl03Jc1eEZkql4/ft18HwdkiSNcP5VL0mSJEmj2Fi9WBuN4AvmkqShk4p3ECXjvZaN5OuSo2nqQY0tURSxeuMebr53A4+u2dHv/0lRQR6XnD6PF1+4hHkzJ+SmSEljRl5ejKVzJ/H0+t0APL+1ftSGqPoqqJwxbMdKdbSSV1w2bMcbkQxRSZJGuLF5tl2SJEmSxomxGqKSJI1PqfbWLEtHbooqOYqmHtTYkEim+PvTNfz+3g2s31bfb31lRREvOncRLzxvEZUVxcNfoKQx65h5+0NU67bty3E1R6L3a3X58ecO35GT/bsFjj+GqCRJI5tn2yVJkiRpFDNEJUkaS1LtzVmWjtxgUt96h2SKIAlobY9z+8Nb+NMDG9m1r63f+nkzK3jxhUu5+LS5FBeO0emeJeXUsvmTu+8/v3U0h6h6i+X5O3M42YhKkjTSebZdkiRJkkazsXrC14vQkjQupTqyTI83gl8S+k/nN4KL1ai0c18rf7p/I7c/vIW2jkS/9SctncYNFy/l1GAGeXlemZY0dHqGqHbua6O+qYNJE8Znx7t4w07yikrJL3W61EMWy8t1BZIkHZAhKkmSJEkaxcbOp2ZjeOFZkpRqyxKiGsGvD/1CVIaAdZQ8v20fN9+zgQeeriGV6v1zlZ8X44JT5nDDRUtZPKcyRxVKGm+mVpYwZWIxexs7gPTvqTOOn5Xjqg7DEb5UNzx2G3tu/x6xgiJmv+4/KalaenTqGi9sRSVJGuEMUUmSJEmSRh4vQkvSuJTM2olq5L4mJPt1opIOT0c8yZ0rt7K5ppHNtY2s3by335jy0kKuOnsB116wmKmVpTmoUtJ4FovFOGbeZB5ZvQOAdVvrR2eI6gjtveunAESJThoeupmSl34wxxWNNoaoJEkjmyEqSZIkSRrN/BSnJGkMSbU157qEQ2InKh0NDc0dvO2zf6Olvf90fQAzp5Rx3YWLecGZCygt9pS+pNw5Zv6k7hDV89v25bia3IjiHd33O2o3dC3NTTGjkacwJEkjnH9xSZIkSdJoNmZCVJ50liRBqqO1/8IRHExKtfcNfY3cWjXy7G1s5/f3rOe2hzbT0Znstz5YMJkbLlrK2ctnk583Vt7zSRrNls6d1H1/y46m3BVyRHytzqVYLC/XJUiSdECGqKRxLIoiSCWI5RfmuhRJkiQdptiY/RinJ7YlaTzq19kJiEbwa0KqPUvoSzqInfta+d3d67njkS3EE6l+66+7cDEXnDyHYxdMyUF1kjSwsuL91xJSqf6/vyRJkkY7Q1TSOJXqaKPmJx8h0biXGTe8n7LFJ+e6JEmSJI1rMXoFp0bu9XJJ0hDq39mJUdaJKv2htdiY6RSpo2lbXRO/v2c9dz++jUSy9891ZUUR11+0lBeeu5CyEj/wKEkao3yPJEka4QxRSePUnr/9iM6dWwHY+YevsPD9P8xxRZIkSTosY/YE5Mi9YC5JGjrJLJ2oRrJsnbOIUhDLH/5iNCJFUcSzG/bwu3vW89jaun7rp0ws5iWXHMOVZy+gpMjT9ZI05EZwOHt8GKvnMCRJY4V/lUnjVPOaB7vvp1obc1iJJEmSJElSWvZQ0si92DnaQl8aPslkir8/U8vv7lnP+m31/dZPn1zKyy49hsvPmE9RoaE7SRofjuw9TZRK0lGznqLp88grLjtKNQ2zMftBMEnSWGGIShqnos62XJcgSZKko2HMnIAcuRfIJfWWaNxD0zP3ULZoBcVVS3NdjgYQ31vLrj9/nbyScma8+H2j5kJb1hDVCH2NiFLJ7OdXRnDoS0OvvSPBXx/dyh/u20Dd3tZ+6xfMmsD1Fy3holPnUViQl4MKJUlH3TC99O+8+cu0rP07hVOrmPtPXyaWNwpDuGPmHIYkaawyRCVJkiRJo9mYOQEZo+eZ58gL0APq2LGJ+L5ayoOzRudJc40aiYZdtG1dQ/kxp5NXUt69vO6mz9NR8zz1D9zIgn/+AXnFpTmsUgPZddu3ad+2FoC99/ySaVe+OccVDU72TlTDX8dgpNr7B2TSRmjBo0CUStK5axtFU+cQKyjMdTmHpL6pgz8/sJFb/76JptZ4v/UnHzOdGy5ZyinLphMbM+/fJI1niWRERzxJsd30hk3L2r8DEN9TQ/vWNZQuXJ7jig6dr4CSpJHOEJU0DkVRqtfjWGFJjiqRJEnSkRu+U5CJxt3se/AmiqbNY+LpVx/yBcDWjavYd88vKJl3LFMuf6MXEA9DfG8t1T/8N0glmXjGi5h2xZtyXdKI1r49pPHJv1Jx7DmUHXNarssZVaJkguof/jvJlnqa5h1H1ev/q3tdR83z6TGJTlrXP07FCefnqsxeoihi750/oX37c0y+8JWULT451yXlVPvmZ7rvNz526+gJUXWMnk5U2WtlpJY7KtTd9Hla162kZN5xzH7df46I9wpRFJHqaCWvuCxrPdW7mvn9Peu567FtxBO9z7nl5cW4YMUcbrh4CUvmThqmiiVpeDS2dPKPn7qDD7/hDJYvnZbrcsa8KJXs/TjRP7A7KoyA13ZJkg7EEJU0DiWb9vZ6XFA58v7ASXW0kupsp2DClFyXIkmSNKCOHRshiiievSTXpQyLnX/8Gu1bngWgcNocyhatOKTtd/zyUwB01K6nbNkZlC448ajXONbtu/83kDl53rjylnEVokq2NdO+5VlKFpxIfmnFQcdHUUTNjz8KRDQ/fTcLP/jTUTOd2UjQtmU1yZZ6gO5uRiNd67qVNDzyRwB23vwlFrz3e6Ouk814F0WprN2dRmp3wlRbc9blEdGI7rLQuWsbicbdlC5eQSw2cqaTS8U7aF23Ekj/3onvqaZo2tyc1pRsaWDLl9OvteXHncPMl3wQSP9MPrthDzffu4GVa3f0m8GxtDifK85ayHUXLmbGZF97JI0dC2ZPoLS4gLaOBABNrZ384o7n+OzSkRGqH5yj+74i0VxPfG/NUd1nNlEy0evxqH2fa4hKkjTCGaKSxqH4vh29HscKinNUSXaJxj1U/+BDJFsamX7tu5hw0iW5LkmSJKmf1g1PsuNX6c4sM1/+75QvO2NYjtvvQvIwnoDsClABNK687ZBDVL33tcYQ1WFIdbTluoSciKKI2p99nM6dWyiasZA5b/nfg3cnSSXpeYGko24TpfNPGNpCx5I+F2miKMr+nI+giyCt6x/vvp9qa6ZzTzXFMxfmrqBRpn3bWprXPEjF8ospqVqakxrSv+NGZmAqm2S2qQeBvoma9m3PsffeX1AyJ2Dyxf+Q0+5KnXtq2P69D0IqwaTzXsaUi1+ds1r66dthI96Ro0L2q7v5S933W9Y+RPueWh7ZkuT3965nw/aGfuMnTyjm2gsWc/U5C6koKzrq9URRiviubRROm+uUvgcQRSmIIp8jaQiUlRTypfdfxK/+GnLP49sBWLdlH/FEisKCkRPMHT4RtT/9j+E5Uryz1+NY/igNUY3oqLkkSYaopHEpvrd3iIo+0/vl2t57f0WyJX0iatef/s8QlSRJGpG6AlSQnnpm8Yd/MzwH7js18/Actb8hfg+Z6ujfiUSM2/PNycbddO7cAkDnzs0km/ZSMHHqAbfpO435KMpljExRCmL5/Z/XEaTvB4baNq2iaMYCEg072fXnb5DqaGPKJa+hbPHhB0CPRMNjt9H01J1UnnkNE066OCc1DCRKxKn5yceAiKZVd7Pwgz/JSfgg1Z69s1O/Nj8ZnTu3svsv36GgcjrTr3nnsF9MHHA6vz5qfvoxiFK0b1lN6ZKTcxro3HfvLyGVDknWP3jjiApRjcSOYz2nxQT41Dfv4pl9/bshzptZwQ0XLeXi0+ZSWDB0/3fqbvw8resepWThcqpe84khO85gJZr3kWjcQ/HsJSNi6kVId1qr/fkniFJJZr/64xTPXpzrkqQxZ870Ct77ipN5cFUN8USKzkSKjdX1BAvG36wSydbGYQv9Rom+IarReol3ZLxeSJI0kNH6CivpCCTqe59Y7juXdq91UWrYW7vHd28b1uNJkiQdscz7qSgZp/X5x8mfMIWSOcuG5lg57ETVu4yDBylS7S3svfvnRFHElEtfe0j773vRUiNXFEUk6usomDRzyC6gRsn4oW+UHPjvHEhPD7jli28AoHD6fOa+5X/tWHEAUSqZfn5Sff7v5/iiedvmZ9h923comrmARJ8Q1d47f0LDyltJNu7uXrbjl59i8UdvGu4ySbY0sOf27wGw609fo+KE80fUha/OPdV0JQ2jeDup9lbyyyYMex2pgTo7DWDHjZ9Lf9+3raVo5kImnf3iIaosu4Gm8+v3Wt3jNbNtw1M5DVEl25pyduyDOsD5qZFiX2MHsD9EdfKy6Vx/0RJOWTaDvLyh/X2Yam+hdd2jQPp9UnxvLYVTZg/pMQ8k0biHbd94F1EyzpTL38Cks67LWS097brlG93T0e78w5eY9/av5bYg0sGu5jUPUn7s2XZI1JhRWJDP0rmTWLt5LwBrN+8dPSGqoxnaHcIAcKJpL3vu/DH5JRVMufR1/f8mGq1/u4yQ0K0kSQMZOWdrJA2bwXai2vfAjdQ//AcmnvICpl72+mGoTKPdvgd/R9vGp5h8wcspXbg81+VI0mHpqN1A555qyoOzyCscWVPeKrfaNj3NvgdupGzJKUw694asY3b/5Xs0PfU3IEbVGz8zNEGqQYaoUh2ttDz3MMVzllE0be7Q15HFvgdupPGJ2wHIK+wzpU0Oz5t27t5Ofnkl+aVDFxDoqNvM3r/9iCiVZNoL307R1DlDdqxc2/Xn/6P56XsoXbSC2f/w8SE5RtQvuHPwD3r0/7BI75/Z+gf3B2niu7bS/Oz9FM9aTOOTf6V04XLKgzMPt9yxqSssOsJCDrU//wQA8b01Wdf3DFDlUqJPHVGic0SFqPq/tuSmjIFDVNlfc3oG55qfuW/4Q1QDdU0cgR2Vuozky5bRQcKvw2lTTQO/v2c912dZl58X46JT53L9RUtYVFU5bDVFfadZ7dORZLjtufPH3Rf09/7txyMmRNVRva77fnxP9teG4RRFKepu/BzxvbU0rbqL+e/+5ogIbXfuqSa/dGJOArMaO45fNKVXiOr6i3Jc0GE7glfHIXzN333rt7qnq86vmEzF8ef1PfiQHXsojZTOhZIkDWQEna2RNFz6TnHQ75PEQCrRmW7xDjQ8/Acqz3jRQafLOGpG8MlGDayjdiP77vk5ALU/Xz0kn+5OtjSQVzbRP7SGQZRK0r51DUUzFnpCTeNKfN8Oqn/wb0BE59nXMfWyN+S6pH6iKCLV2kh++fBdsBnNolSS9m1riTo7KJxadUSf1q/9xScBaN+6mtIlp2Qdkw5QAUQ0PXUnJXOWESUTtG1ZTdG0uUfl/VT/C7bZXxd33/YdmlffT6ywhPnv/Q75JeVHfOxeBtGJquGRP+6//+ifDzw4Fuv3PjDZ1kx+af8pcw5XsqWBlvARdt/2bWIFRcx7x/8N2XvcvXf9hLZMN6199/2amTd84Cjtuff3u3XjKkoXHH9IU1i1V69j91++R9H0uUy/5l20rnuMpmfvZeKKyyg75rRDqiZKJmh++h4gPXVa584tFM1YcEj7GNyB+v6NMIi/GQ4Q9kl1tPb6+YT0FFdRFJFs2kPjY7cy5dLXMemc6w+91kPU8tzDtISPMPG0qyiZGwz58Q5Xd5Ct3//9w39vHqWSOel41FG7MQfTO/V+nvqGIXKvz/+pLOcJhsOAIarBnCbIwd+JA04/OJIvao7kv6ej3IaooijiyXW7+P0963lq3S4Aru/TVOWy0+dx8RXnM21SaQ7qO3q/f4+GZNPenB5/tEi1NhHfWwtAsmkP8d3VFM2Yn9Oamlbdxa4/fz39fvjtX6WgcnpO6xktolSSlrUPESXjmY6SwzuF7EDi9XW0rH2IsmNOH5oPzxzAcQv3/5Jcu2kvURSNivO20VF8nR7KqWi7AlQA9Q/dTMXx5/Y5+JAdWpKkcc0QlTQKdE+bcBQ0r36AzrpNvfef5QJYFO/9aba2raupOP68Ifmk1MGmDGxZt5LyZWcc9eOOZql4B3W//Rzx+jpmXPceSuYem+uSaNsydFPuJFsb2X3bt9PdNKqOoep1/0msYGScqBirdt/+PZqeuIO80gnMf8+37cajoy6+t5aCymlH9aRjFEU0rbqTzrrNVJ55DYWTZ6W7ZcTyBn0Sb+89v6DrLFTDw3887BBVqqOVVEfbUQ9nRFFE7S8+SfvmZ6g853qmXvq6o7r/Q9W6/nEaVt5GxfILmXDihTmtZSA1P/4oHTXPdz+e8+bPUzyr/4XzKIqI76mmcPKsQXUGad+65qBjuqbL2X3bd2hadSexohLmv/vbRxwK2vfg4ILKzavvB9LTMjU9cceA3bMOV9ump6n7/ReZculrKayccRh7SP+/jDfspH3bc1lDWYnG3Uf8fHXuqWHfPT+n5bmHey2PEp3svuP7zHrZvx7yPls3PEnDyluoOP48Jpx0SffylnUr6ahZz8RTr6Bt46r9y9c8CIMIUaUSnen3ePt2MOPad1My77iDbrPjl5+ibNmZzHzZvw76d92OX32aVHsznTs2UDx7SXrKxXgHbeufYP77vndIz3nfKSWSAwYKjlDfn49BhPj6da/KXODo3FNNzY8/0m98305Be+/66aBCVNleawb7N1yypYG6mz4PQMvah1j077866DYH3Wd7C6mOlsP8f3kA3Z2oej+v2X7uolSSut99gdbwEUrmH8/s13yi3/ORbGtm+3ffT7KlgenXvntYX0eqf/Ahpr/4fcP72tXnaYoShzFF5VDqcxGu9hefYtrVbx32vzWTh9iJKtcGqrfx8duJdXVgjPX5XXCA39XxvbXkT5xKXkHRgGOO3NBf3I6ScVrXP0Hh5FmHFKzt1+luiD9k19TayX1PVtPQ3EFre4JVz+9ic23jAbe59oLFFOcgQAWHObXtEBrM1M7KErAYAfmSXX/+OpB5P/yX7zLrlf3fF+VSlEzQ+OTfiJJxJp56xYg5J9Wy7lF23vwlIP06PvHUK3JcUfrnq+63/03nzq00rLyV+e/6xrB2ujy2R4hqX1MHdXtbmTX1KH94Z8QbrvcoUf/fJ6P19/AoCNpJksY3Q1TSCBbfW8u2b74bgJL5J9C+dXX3uhnXv5+KE84fcNvW9Y+TaK5nwokXEisoJIoiEvtqu//Q6ylKJki2NPRZ1vvEzK4/fIWGR/7EnDd+tvsPscbHb6ejbjOTzr2Bwkn9T9C3PP8YqdZGKk64gFhBIS3PP0Z893aKq46hZN6xxHdvp/aX/0ksv4BZr/44RVOrsn4tdb/9b2a94iOULj2VzrpNxAqKhv1TNSNNw0N/oG1T+sJc7S8+xaJ//UWOK4KhOgvUUbeZ6u/9y/7HNc/TEj5ywJ//LlGUoqNmPUXT55FXlJuTnAPp3L2dhpW3ULrwJCqOOyfX5fTT9MQdAKTammh68q9UnnlNjivqL9nSQP1DN5M/YTKVZ15zwDDmcImiFK3rnyBKxCkPzhwRLfq7pOIddO7cQnHV0pw/V3vv/jn1f/8dAAve/6Oj1n2ibeNT7L7lm+n7m59h6uVvZMev/guAihMuYNJ5L6Vo+rwD7qNviPhwxBt2sv3b7ydKdDLjhg8c1f/j7dvW0J7pbNPw0M05DVFFUYodv/4MAG0bn6Rs8SmH9L2MoojOHZsoqJw+ZB1IWjc82StABbDzj19j3j/1fz+0+7bv0PRk+ndf1T9+jpKqpQfc9547vn/Q48diMaJUkqZVdwIQdbbTtuUZKo4d3M9Ee816Gh/9M4VTq5h03ku7f6c0rryl74EOuq+9d//sqIeoIB0OSrW3MvvV/3FY26c626j+/odItWUP3iQadlE8c+ERVAi7/vBlOmo3ZF0X31N9WPvs+t3StuFJShefQkHFJOJ7a6j77eeAiM5dWw9rvw2P/Im2jU8BUPPzT7D43389qO1a1z3K9u/8M7P/4RMkGuoomrnogBebenZOqX/4j0TxDiD9N0Dnzs2ULjhx0DVHib5TCw1Nd52+wZ1+AamsG2XvaNLy3MMD/sz1lUp0QjJJXnH295KtG1ex4zefoXDSTKpe/2lihUXU/uz/0VHzPLNe9R+UDdC1rkv7trU9yo0f8af3E4172Pq1fwKgaMZ85rzli937i1JJonjngF/LwXSHG/p1+Npfb+fOLey9++e9PjXfvnUNreufoGRuQPPqByiaPo+SBSey775fdXcx2fWHr1Bxwvl0VD9P4dSqIZ1qs8uuP3yFxsduo3TxyUy58JVDfry+km1NQ9rtOVu4IdG0l4IJU7KMpt9FuM6dm9nxm/9m4Qd+dNBjtW9/jqan7qL8+PMoW7zicMrtNlAnqrYtq9n+3Z5h1Fj/37VH+YJce/U6OmrWU3bM6SSb9tK06i7Klp5K+bFnE0URUWf7gPXuvftnh3y8+r//nr13/4z8isnMe/vXBvV/tXXTKlpWP0j+xKkkGnZRcfx55BWVpN/zD/hhhcFd7I2Scdqr16XfH6dSFE6dTeGU7Odt+tp332/S7/djecx7+1cGvV3f6fwGG9LpqN1A4+N/oWzZmb0+hBclE0SpJHmFxd3dXPfe+0uieAeV572Uf/ry0zS3DRxMWjK3Evo0AD3YlKbJ1kbi9TspnrWo+71bqqOt+/uZSnQSIwZ5eUTxTjp3b6ej5nlKF6+g5blHKF24nJI5xwyw8z6vuX2enygRJyIill9A1NlOXnHZAWtNNO6mee3f6ajdQF5RKaULl1O25FTaq0Na1z9OXnE5E1ZcmvWcX6aAA+5fGSNsGty+4vV1uS6hn+bVD7Dn9u8CEMvLo/KMF+W4orSdN/1v9/3dt317ZISoOtvp3Jl+PUw27aGzbjPFB/lb9miqrChmzvRyqnelXw+fXLeLq88ZZyGqQ/1deLi/O6P+247a38KGqCRJI5whKmmEiqKoO0AF9ApQAey8+UuULjqJ/LKJ3cs6d21l3wM3pj/p3rXdtjUUTp7dPTVfNsnG3Wz58psOWlPnjo20bX6Gts3P0PDwH7qXt21+mnlv/2qvsEDLupXU/fa/gfRJmeK5AXW/+eyA+25Z/QBFF75iwPU7fvMZplzy2u4TkTNf/u/jujtVy/OPdd/vuuiVc0P0x8/uv3yn37K+XQIGsucv36PxidvJnzCV+e/8+ojqXlX3uy8Q37WVpifuoPhd3xz4pOQIkGrvO23UyLD33l/S9ORfASiYOH1EhNFan3+8+3ff9GvexYQVl+a4orQolWT7dz9AYt8OKk66hBnXvvvgGx2B9m1raXjsNjpqNzDxtKuYdNa1vdZ3BagAtn3rPYO6ODcYXeFSgPju7d0hB0h35Ik37GTOGz5z4J0c5HdZz4vbicbddO7aRunC5b0+6bn7tu8QxdsB2Pm7/6XiKE5vmmyuH7Cew3WwjpADbtfn9Se+t5q8kmNINO0ZVPeTPXd8n8bHbktPNfeubwzJ9IS7/vS1fsuSTXtItbdQ9/svkmprYvp176Vw0szuABVAzQ//jVhRKdOveSeJht2kOlopO+b0w6gg1m+6pmRzwwBj94uiiJ03f6nXe7pkewuTzr6eggmTD7otQNTZ1m/d1v97OzNu+AAlc5b1Gt/3Z+hQf67aNj456LE97bvvVxRXLT1gmKXut//N1CvfwsTTrhqwziiKSNTXUTBhatbX+oECVDC4TjCJxt2QV0AsFiO/vLLfNrv+9DVmv/pj7LrtO3Sdxm5d9+hB95tN6/P7gyckE+y65ZtMvfyNvS+kD/C9ie/eztavvgWAwunzmPvWL3b/3+56rlKdbdT97ou9tkv2eV9V+7P/x6KP3Djon4GGlb2nadzxy08x95++RNH0I5+mpm3ratq3hUw46eL+F60HcUGy7/+/2p9/AuCQuiBu/tyrsy6vOPFCplzyWnb88lNAOpC35UtvpGTecd3hzR2/+q8Bp7iOooj2rWu6L3p1SyXhCLoHND5xe/f9zp1b2fSZlzHrHz7O7lu+SaJhV6+xE0+/momnXjHg9yrZ1rsby9avvIXy489j8vkv67W8beuzlAVnADFqf/2Zfj9TQPf7owOp/sG/0bljIwALPvDjQXVEO9LpUzqq19FRvY76+39D2dLTmHH9+4nlF9C25VkKJ8+k7ndfpLNuE2XLzqB0wYns+esPIb+gOwxbungFsaISOrY9R/GcZZQfe3bWEH3rhid7vS8BqP7ev5BfMYVkc/bpsCrPvo6WtQ+RaNhF+XHnMP1F70wHdzpaaV77EAB5xWV01m2ieM4xlC5YTn75xO6f7z1//WG/fW796ltZ8M8/yPqam+1vrFRbE81rH6LiuHNItjXTvnUNBZNmEN9Xm359bGsmr6SMvXf+BKA7NNxl0gWvSE9lWzmD9q2raa9ex8TTrqRsUTpoFW/YSXzXdkoXLk+fa9jybK9zDT1FnW107tySdV2Xzh0b2fGb/6Z49hJannuYzp2bu9eVLTuTihMvINXayO6/pC/MF1TOYPq17yKKd9CxYxPly86gefUDvd6rQu/gdN+v8XDUP3gT9Q/eRNmyM2nftjYdxIrlQSr9OyvZvI/N//tapl7x5vT7j1SS5mfvJ6+0gmRrAwUTpqaDQSXl7PrDV3rtu/npu7vvT73izUw8/epev887d26hbdPTvbbZ+OmX9npcNGM+ybYWkk17stZfsfxiUh0ttG8PmXTWdXTUrqd1w5NE8Q6K5waUzA1oeDgzXWqUYts338P8932fxsdupb16HZMveDml80/Iuu+O6nW9Htf86MMAVJ51LVEqSfPqB0i1pn835ZdXUn78+Uy56FVU/yDdVbJp1V1Z95tXXNZvOuTmZ+/j06WQLInx4X2vpIP93b9OP24mN1y0mKoNf6Tx8d776qppqOwDimYsYPp1781cLI8giohSyX7n9np+4Gwgs1/zCQomzySvuJz2bWtJNOyi6ak7+3WpB7r/vu6p/oHfMv2ad5HX4/wjpIP0fb9fXT9LhdPmEt+9vde60kUn0V79PFEiTtH0eRTPOYaoo41E815ieQXklVZQMvdYiucsI798IvmlE6j/++/pqF1P4aRZJNubadv8TPf3v+KkS5h25ZsH9YG5eP1O2retpWjGAmIFhcTyC9IBs1Sq++tKNteTV1oOySSpjlaiRCepjjZaNzxB0YwFBzwHeaD3zlEqSctzD/VZlureLtGwi7zCYlKJjnQ9JRWQSpJXNpGoo5VU5n1nLC+PjtoNFM1cSEHF5FEzZdrh6vl33J47fjBiQlQjUZTqG64c/ljNyctmUL0r/Tvl3ie2c/U5C4e9hkM2KtNHWYoe5Pe7Y8cmimctOsr1HImx+/tLkjQ2xHLxpkojSxAELUBZSUkJq1atOuh4DY9dt34r68mLvua96xt01G4gv6SC2l98csjrqjjpUpqf7n9SqnDaXCaedhUd20NiBYX9TlyVBWfRGj5ywH13nbjoOiFyMIs+/Jth6fKSSnSS2LuDwunzRswJiu3f/1D3BQag38WZ9urnie+tofmZe0jFO5j5kg/1uugar99J+9Y1lB1zetaLE6mONhINOymcPp9UWxPJtiaizg4Kp80ZsKtBw6N/7nWivuqNn6VkzjJS8Q7ie6rTJ6vy8omiFJ07t1I4aeagPlnb94QuQOWZ1zD1Bf94SNtOe9E7mXjyZQfdZrj0rG3KJa9h0rkvyWE1/fWsb/IFr2TyAUKOhytKJiAvr1d4I96wk1gsf1Cfyu9ZY0HldOa/+1tZx6U6Wkk07B6W/8N9f14HunA63FrCR6m78XPdj4eqrrYtz1L7s//Xb/nCf/1Fr98dfZ+nuW/9Io1P3EF+xWQqT7+aZEcLsfwiEo272X3rtzIXB5eRXzqBgsmzIIrIKy4l2dJA01N/o2zpaUx70TvY+pW3HLTGuW/7CoVTZmd9/dj3wI39LkwUTp9P1es+RWJfHTtu/B/yS8spnDaP+O7q7gtzE894EVMvf0P3Prd8+c0kW+q797H4ozelOzxmQhg9JVsa2PnHr3Z3njnY1ELNax9i5+/2f/q173MbRREkE72CJFEiDnnp/2ddNSZbGth1yzdpfX4lAFOvfCuVp1814HGzad/2HDU/+eiA6ydf9Go6dmwk1d5ClExQOHkW0656Kx07NrLrj1/tdzF/yiWvpWzpqcQKCru7FUSJOOQX9Oqi0lHzPM1rHqTi+PMpmRscsMaNn31Fv6BFXukEJqy4pPviXqywmJK5Qb8Liodj0nkvpb7HVHvlx53DtKvfzpYv7p8Wsnj2Eua86X8G3Ef6QsvD7Pz9F7Ou73uMLiULTiDq7KCjdn362CecT8vqB7LuY/FHbyJKxGlZ/xi7b/sOJXMCZrzkA7Stf6J7WrHKs65l6uVv7LdtttfltBgzXvw+CibNYN/9vwbymHzhK6n50b8P+LUeqlhhCeXHnUMsL5+mp/5GXtlEZr/qP2hYeSvNz9xD0cxFzHnT5/r9/x64ZogVlbDoQz/vtSyKUuy8+cu9Qmxdplz2evbd/9t+IbXCqXMO2tVq+rXvoXTh8gFf45KtTWz50hv7La9YfjGxwiKanriDaS98B60bnjjo+2qAqtf/F8Wzl7L1G+/s7vZzKMqOOSN9MXEAsVg+5ceezY5ffzrr+nnv+gYt4SO0rPl7d6ioaMZCZr/2k3TWbSLV3krZstPT7w97dMHtCoD07Kg0kCmXvJbKc148YBB055++RvPT9xxwH0Nt/nu/lzX82Pj47Vk/LDD9uvcQ31cHqRQTT7+agopJtDz3CHvu+gkFE6Yy+x8+xt57f0XDQzd3b1O6aAXTrnor9Q//sVcg9FAUzex9USXbxfVcmHjaVUx9wRsHDL61PP/YAT+scziKZszvH247BMWzl0Islr5InkqmuyWNsKlWpl751nRNUYoolWLvnT/OdUlZlS5aQfvWNSNuCrOBTFhxKanOtl5h2+6QVA7lV3R1H4tINu/LaS09TTr3hnR4LJZHLPNedd99g+vAOBSSsQJiQF5eLB3SThx5h1oNvZIe3TOjzrYDhuePpoLJsyietZj2rWtIttQz8dQrqVh+Ub9xO371X/0CfEdNXgETT76MCadcTl5RKfse/B355RMpXXBiJsA6fcBN+74/rjjpUpLNeyiauYj88kkk6uvIKyolilK0b1md7pa2aAVFMxcSy8uno3Y98fqdlAdnESsoonPHRhLN+0jU11E4dQ75pRMoXXQS5ceec8hdF6NknE3//apey0rmH0/BpJlMu/LNdO7aTnxvNeXBWQC0PPcIRTPm95qyvSt8HyU6SbY00LrhKWL5+eQVl1E4eRZRopPmtX8nr7CYjtqNRKkkxTMXkj9xKoWTZ1N2zOlZzx+NxHM+iaZ93R+kgP3nY4fT2k17+df/S08lX1SQx68+/UIKC0ZOZ/Zs4vU72fb1d3Q/nnTey5hycfYPT2RzoL8xD2agQPvBjhMrLGbOP36O7d/55+5lA32/+9Y39Yo3jagw4o4b/6fX37Qj4f+SJB2OFStW0N7eDtAahuE4a8U4thmikiGqEepI3oiPJ9n+6GivXkdeUelBp2wajCgZZ9u33keivo6Kky5l+jXvPGgII96wk0TDbkrmHddrbBRFtG9+hvqH/0heSRkTll9M6aLlvS4IdNSsp/qH/9b9eOIZL2Lqpa/r11Whb4iqZ7eAzl1b2f7df+l3or7ipEvTF/kLCtn2jXd1nzyd+/avUTBxKs3P3kcU70hPkZb55G3x7KXdF2MByMtn7lv+l1hBUa9906dzWpeiGQsO+GnhBf/yE/JLBn5fEUURmz7zsn7Ly489h6lXvoWCikkDbgt9gkqXvYFJZ193wPHDqVdtl76OiadfTfv25yiZvZS8AzwnfaU6WmnfHlI0Y0H31Bxtm5+h5bmHKZl/PBXHn3fE9RVMmsHs136S1nWPESssZsJJF/e7QJ3KdKTpCnNEiTj7HriRzrpNVJx4IeXHn5c+CR2lyCsq7b6oWTh1DrNe9R8kGnZS/+BNmRBDjNmv+xTFsxYRJeK9Ou4NVCNA5VnXUXnmNd0n6JKtTey771c0Pv4XACae8UImX/gqmp+5l/yyCeRXTE7/P+2eYqEV8gvI6/Hz3b49pPHJvzJh+UWULlx+SM8bpH/G8wqLe3Up6hJFES3hw6TaWpiw/CKSrQ3E9+2gZP7xR326vaan72bXn/6v+/GhdBjpq6N2I8m2RoqmL+i+KNzw2G3suf17A24zYcWlvX5vdH1PDiiWN6QXHCed/3Iqz9x/Aql969peQbOjKVZY3N21acLJlxMlOimZdxz55ZOyHnPhv/2y189hl51//CrNz9zba1nRrMWUB2dRPOcYOuu2dF8EnX7de5mw/CL23vNL6h+8cVB1znjxP7PzD18G0hcFCiunU1yVfSqRVEfr4L6Ph6loxgIKJs86eAC7tIK5b/nigCfmc/1+qnBKFYXT5vbrSlR+3DlMPr9/OLWjdj27/vz14SrvoLp+jnrK9XN6MBNPu4qS+cf3WjZQIC2XsoWn+3Y+GRWG6Hf13Ld+sc+0XQc26x8+3m9Zsmlf1m50wy6vIOunvvtONaoDy6+YkvX9VKJhZ9bxJfOPp33rmqEuS0NsyqWvo/y4c+ms29xrectzD9H87H25KeoApl/3HiYsv7jXsuoff5SO7c/lpiBJ497kC15J/oTJEIulzzPE8ujctXXArn9DqXjusXRsf46CSTNI1KdfvyeefjVlfbp87f7zNwbdgX4oTTjlil7Ncto2PU1i345eY/JKyildcgp5hSUQyyO/tJyimYsoXXwyeUUlR+3Dv1EUkWypJ7+8stf5oiiKaHjo5l5TyOZXTKZw2tx0p8C6TZQfew6t6x6ldPHJJJv3UTR9/lGfTjieSPGqj95CZyL9d8H/vPsCjls0wPTBI8SoDFEVFDHnTZ9j+3fe372s6g2fyfrhsr71Tbn0dUw65/rDK3gI1N30eVqee7j7sSEqSaOVIaqxyxCVDFGNAKnONpKtTb2m8xrqC1STL34NlWe8MD0dSI/fA+3b1vabZmA0m/u2r1A0bW6/5anONlLtrQf9o7Fp1V29LmYWVx1D1Rsyn7aP5RHftY3t331/1m0rTryQ4jlBenqGKDqiC2OTekyZkWprznrhesIpVxz2J89Hs8Lp85nzhk+nW7H3kC2ANfUF/9irW1blOddTMu84Oms30rb5aVKd7cx6xYchStG+7Tn23vNziqbPp3TJKRTPXtL9yZ4oM71O28YnSbakp2UqXbSCaS98G0QRTavuonTRSZT2+ERkT+3Vzx9WZ44JKy4lisjaDe5Q5BWXMfs1nyS/vH84qeGx22h57uF+J4b6yp8w5bC6WhyO0iWnpjvzxGLdUxilO1v07xByOGKFJd1Trw1W+XHn9gkTRv3CLT1Nv+49JJvrSXW2Uzr/eBoeu+2AUz1NOu9lTL7olb1OjnXu2trrRAmkO6IUVM6gbMnJ5BWVpn+3tTX3+8Rp3xDVjBs+QPlx59C2/kmS7U2ULTmVWGExO2/+Mq3rHiVWWMKcN3+eRH3dmHpNGC0Kp1aRVzqh17LO2o2jpgtDLkx74dv7LYvvrdk/lYwOX99Q5wjrpiJJ2cx7x/9ROGX2iA9+6sBmveIjlB1zWr/lfTtzjhTZLmTuvuMHNK68JUcVabSLFZelP/wSi0EqNXQdjQahsMcHFeO7tuWsDmk0KV28grzicpItDaQ620l1tJBqb0mHoTIdvCD9IdZUZyvxPTUUTJqRDmSVTyKKd/TrDjrt6rd132965t7DCuoORUf8D3/jAZ7dkJ4G9o0vOp6XXpr9A1kjRby+jm1ff2f340nnvZQpF//DoLfPWYjqHz/X61pE1Rs+TcncYw9a3+SLXt1vSu5cqrvpf3tNdWqIStJoNdQhqiAIlgEfBy4AZgDbgd8Anw3DsPloH0/7GaKSIaocSzTuYfv3PkCqrZmpV7w5HWwCtv7fOwb8VO3RMNAb04GmERlqVf/YuxPHzps+T6JxN3mlFRROnUPH9vCw9z3nHz9HKt5Ow8pbiRJxSuYsY999v9p/7Nf/F0Wzl/TbrnPnVmp6dIXSyFZx0sX7H0QHDrQMp4KJ03o9HgmfptPYFysoYuKpV0CmY0PPKX8kSRqsSRdkn863+Zl7SdTXDXM1GkozX/qvvR4nmvaw547vH9E+573rmxRMnMqe279P4xO3H9G+DkV+xWQWvC/dIbPmpx+nfevqYTt2XukEpl7xpnQQPjNtdZRK9uuIVzxnGR3V64atrr5Kl5zS3ZGEvLxBTRGaC/Pf+93ubrs9Rck4W7/2tu4PtBxM+bHnpC9O766G/AJSbU1HfYq9ihMuYPqL39ev22uiYRdb/69/2Ptoy6+YQrK1EVKJXsvLlp7WfaH8QNMwH0isuIwJKy6lc8cmimYsSE9fG4OJp7+QplV3HfbPT+mikyiYOI0oSkEUEd9Xd8RduwqnVhHfV0dD2Xz+vGcxLyx4iMn5+4NHtYlK8kvKmFYGeY21QDpMULbszOw7TCX7dUYsW3YmyZb6rP+HJ6y4jGR7+lpGYt+OA3bmhnSXoETTHvIrJlP/wG97rVvwgR+R3+eDFW1bnqXud18g1drIxFOvpGPHxgE7GxbPWUbZklNpCR854BStE0+9kolnvJD4vh0kGnYRi8WI79sBxKg48QIKp87pNX04QLKtmd1/+U6/Dzbll1cO+v/lkSpbehplx5wOfTr9tG1addQ+cHU48ssn9Xrcc5p3aaSIFZWy6EM/O/jAQ/DT29bym7+lfy+eefwsPvbms47q/o+20RqiqnrjZ6n+3r90L6t6/acpmXfwENWhdtoaanW/+19a1hqikjT6DWWIKgiCM4E7gQrgEdIBqnOB2cAzwAVhGA7Pm+9xqH8vdEnDqnPnZlJt6RMsDStv6Q5RpToO/4Re4dQq4ntqei0rO+Z0Wp9/DEifpBlIftkEJqy4jKZVdx728Q+k65OkPee9Ll1yKiVVS3uNm/u2r9C2aRVFMxcRJTrZ/u33HfYxq/sEodo2PNHrcc1P/uOw9z1+9TwxPDLCuM1P35PrErIyNKVciBKdNDz651yXAUDJ/BMortofVM1FZ6DCaXOJ794+7McdKypOvLBX57Vk8z5a1z+ew4rGhlhhSb9lh9oVb6wrmDTzsII6RbMW95o6YyROmzbh5Mt7PW566m85qiRt+jXv6jeV5Izr30/FCednHR8lOkdcQLdg8qzu+6n2FlJtTd2PJ556JVGUItXW3OsTz4Mx9Yo307DyFopnLxn0RdniuQGTzn4xnTu3UDh1zv4V3R9ii9h585cPqY7DUbr4FJKtjcR3bSVKximaMZ+K5ZdQOGkmRbMW0fzMvbRvD5l0zouzTls84eTLSLU1kT9hCm0bnmLv3T87aCCgS/GcZd2dlqdd/U9MveqtJBp3kV9WSbJ5H6nOdvbe9TOKZy1i8sWvpnXdSupu/J/0xvkFFJRPoiw4i1RHG2WLTiI/yzTeyZYGdt78pf0L8grIKylj9j/8v+5F0695Jzt+81niu7eTVzaRVGvj4J/ArudhxaUUTptLw8pbySsqoWzJqRROmU3h1DkUTqmio3odxVVLiFKpXt2leyqcUkXrupWUH39ud6fkeP1Omp++h5KFJ1Ayr/c0pMnmfSSb9hIrKKJg8kx2/+W7ND99N5Ce8j2vpJziWYvZc/v3KJl3HIXT5tJZt5n27c91T9ve18TTr2bKZa/POmVwsq2ZvXf//NA6G8fymPHi95Jo2MXeu3/evbh0ySnMesWHad+6pruzZv0DN5KKt1N55jU0PPJn2jY+2X93RSXMePE/01G9juZn72PimddkDVABxPILmf/e79L8zL39fndNOPlyJl/wcgomTkv/Luhs6/fBlr6iKIJUktaNT5Fs3EPDo38ir6SC2a/+GKlEJ20bnmTXbd8mv6ySKZe8hsJJM2nb/DQlC06kdP7xRFE04FTZBZXTWfihn5NqbyGKkuQVFHdfOI2iiFRbM3U3fo5UZzszrv9nCiZMIdG4h8Jpc4jF8kg019O+5RmiKKJsySl01m0mVlhCcdVS2retIdXalJlKqrhXHR11m0m21FO6aEX3svJjz+6eOqdoxgJmveLD5FdMzoRQItJ/50e0b36WKIooXXQSsVjsgF9f+TGnp5+/ZIJE8z4KKqdR+4tPkaivY+oVb6Zs6anEd22jc08NnXWbKZg4ldYNT1C64EQqz7xm4O9H+h4Q63fsVEcbybYm8orL2P6d95Ns3kvhlNmklr+IP9TO5u5NW+jM/Bm+Pu9KzizewPrEbKYecxIvu2wZxy48simmZr28/4ftDvQc9VwfJeIkWvZRMHF6v/FRMt792jr3rV/qF6ACKF1wIgv++QcA3du3V68jSsYpmXd8+hipZK/3QZMveHnWenruA8jaxX0g+aUVzLzhA3DDB4iScRJN6e99r07Ku7eTqK+jdMkpRMkEbRueomj6XFIdbaQ624hSSVrXP8GUC15BXkl5+oOUZROJ5RdClCJKJUnsrSWKIgqnzCbqbCdKpbqnlB/IxJMvI7r+nyGKiOXlp/fTsIuCSTOI4h00Pn47+eWVRIk4zc/eR/u2td3bli09jfLjzyNRv5NkawOlC5fTUbeZ5mfuSU+RNnkWLWsfIr9iMqmO1l7vNQomzWTGi9/XrxtdFEW0rH6AeH0dE06+nObV99FRs55YQSFtG54i2VJPweRZFE2bm55mbfJMEvW7SLY1UjwzPR1wvL6OzrpNRPFO8ism0b59HcmmPf2+9skXvpKWdY/RuWPD/u/rzEXkl00gSqXDion6uiM6T5VXUkEq3g7JxIBjYoUlTFhxKR21G+ioPviHYgsmzezuOh51tg15EC+/vJJUIk7U0XrAqaknnn41sUyAsH3rmpyGn4+2qLPtqO/z+B7T963dvIdUKiIvb+Dfizk3GptLZKk5Gmyn6BHXUXoE/2xI0ggQBEEh8GvSAao3hmH448zyUuBXwHXAZ4F3DrgTHRE7UclOVDnWUbe516cHZlz/fkoXn8yWL76he9nki1/DxFMup6NmPS3rHmXy+S8nVlhMXkk5UWcbecVlRFGK5mfuI1ZYRPmx51Dzow/3umC08F9/QdOquymsnJ61HX5PUSpJ+7a1FE6eTf3Df6DxsdvIKynrDnsBFM2Yz5x//B+a1zxIXkk5+eWTKJg4lfzSCcQKCkm2NdO67tFeJzRnvfIjlC1NHzvRvI/an3+CZPM+ZrzkXyhbtGLAelKdbWz+/Gu7H1e9/tMUzzmGTZ/N/sn4sajipEu777eue+Sof2p2sLqmxeir4dE/s+fOn6Y/9ZqXT+HUOcR3bT2qx572wnew+9ZvHtV9anQonhMAUfpkQRQBER21Gw622ZDqG0ZNJTpG3MXkXCmauYhpV72FWGEJ+eWVFFT0Psnd+NTf2H3Lof1fLpwym+nXvof26pC8gmJKF51E0zP3UP/Ajf3G5pVOYMqlr6Vx5W107tzMzJf+K+XHnkVH3WZ23/YdCifPZOoL3kQsP7//gYDm1Q/QsPKWnISuShac0C9Y0aV969qcTdm68EM/I6+otPtx5+7tvcLN01/8PsoWrWDLl9+Ui/KAdCeDnqJUkvYtw9d5BKDyrGtpeORPBx035bI3MOns67KuSzTXs/Urbz7apR2RuW//aveFuCiVYvu33tO9ruqN/03rukdpXvNAOkxQOeOodptZ8P4fkl82kZbwEepu/DyDDW4v+vBvel08bFh562F11Jl29dtofPKvlC46ic4dG2nb9DQAs1/3KQomTuv1yeW+pr/4fey5/XtZ37NVnnUdUy9/Q69l+x78Hfvu+Xm/sYNVcdIlFFbOYN/9v866ftL5Lye/tKLXtMZdFvzLT8gvKSeKUnTu2ExHzfPklU+kfNmZvZ7HnpLtLTQ+dhv77v3lgQuL5aW7oJz3UmIFhdT8+CNE8Y5D/voOJlu3jqZn7qXh0T9Tcfx5TDrn+u7l+x68iX33/GJQ+61YfjEzrtv/M3+wT5wv+vBviBKdvX5nDiTRuJuW8BEKJkwlr7SCjup1dOzYSKq9lYqTLqZt06peHxIomDSDCcsvGfB7nE3lOdcz9dLXDXr8wUSpJPUP3sS++3rXUHnO9ZQuPInW9Y/RtOpu8ssmMvOlH6R41uJD2n98by1RMkFRjymjDqZzTzVtG56k/NizySudQCwvn1h+/88LphKdxIgR31vbawqUqS/4R/bc9VNIJiiYPIuZL/0QTU/cQbKtCaIUBZNnMfn8lw3qezrUkm3N5JdWDGpsonkfW7/yll7LBvMJ/0TzPpqfuZfi2Uvo3L2dpqfuZOJpV1Iy7zggfRF5z19/SMmCE5j1yo8Qi+WRSnRS//ff07L6ASrPupYJp7zggGESSAcC6h+6meKZi9LdU4+Cti2rie/bQcXx55FX1D+ofKRSHa3Eikp6hURGm/jeWmp/+SmiZJLZ//DxQwrNjFRRFPHkul388b4NPP5c/27upcX5XHn2Qq45fzEzp5Qd1jF6/u7PL5/Egn8+si59A0nFO2hZ8yAFk2dSOv+EITmGxpZkayOx/AKiRHzQXW0A2mvW07bxKQomTiVWVEKqrYWKEy8gr7CYVLyD9q1r0oGuiVNJNO0jv6wiHW7rIYpSpFqb0oG0VJL2bc+RX155wN8rUZQi2bSP/AlTDhw6TMZJtjax9atvBWDSuTdQccIFJJr2Ql4eUbyT+N4aongnRdPnUVx1DB21G2hZt5JYXh4l848n2bSXjtoNFM2YT/Hspeludw27mHDiBeSV9G4SEUURyaa93XWlf9+X9qsxvm8HyZZ6mlc/QKqzA4jo3Lm1O7RWPHspHbXrB/19OFylfc6hd+7cfFjBs6Pd+aelLc6rP3Zrd87n6x+6hPmzJh7VYxxN8X072PaNd3U/nnTuS5hyyWsGvX1OOlHlF6Y7UX3/g93LZr/uU1lfM/p1ojr3JRTPWUb7tjVMPP1qCiuzB/+HS93vv9jrAyp2opI0Wg1VJ6ogCF4P/Bj4axiGV/RZNxXYAhQCM8MwrD9ax9V+hqhkiCrH4ntr2fbNd/daVjw36DV93cIP/pS84kM72dO26Wnqbv4SqdZG5r/nOxRMnHrYNfb8FFvb5mdo3fAEE1ZcdtATbql4B3vu+AHJlnqmXvnmrG/O+35CbiD1f/899Y/8kYmnXsmUi17VvXygP1jKlp1B67qVB93vUMrW+aRk/glMPv9l6e9xzXr2PfBbos52Jp56Ra/AWcGkmUy56NUUVy2hcErVgMdo/f/s3Xd8VGXa//HPzKT3TiBAQpGbjqg0ERArFiyr7uqu6/a+bnu29322P27v5bfd7atrxd5oigoiSLkFQk1IQkjvycz8/phJSDKTPiUJ3/frxSuZc+5zzpVCMpn5znUdfpXGfS/gaWkgfuIMmo++5nsiJj4Jd0M1MRl5pJ1/FQ17N9O4dwuetmaSZy3tetVcYtF8OmpPkTTzArxeD2V/+xqe1mZyr/0QMek5lN/7/a5XWmVe/GYyV/b9B6LX3dHjCYum4p2U/f3rgK/bWN4NHwN3B40HXsbb3kqj3UbchCJcial4WhrpqK2gqfhVEibNJDZ3CvU7nsDrcZN0zvlkX/5OYjPy6Kiv6noQpbuMi27petUaQEdN+agY55d9+TuI879ysJOnrZnyf32767YzKQ08HjwtZ0KKudd9hFMP/KTnyXq9Oi7tvCtpO3WMluP7cCalkXfth2m027q6yKWvuIHYrIn+B7q8tFeVUbP536Quvpy089f5/v/28aCVt6Odhr1bqNv+KHHZBaTMW4Wno5Xkc5bgbmmg4bVNVD31J1/9CSk9au8uftI5THzLV2k5tpf6XU/TdOgVvG09u6zkXv9REgpm4UrJxN1YQ8uxvXjdHVRu+BWutBwm3PiJgFdyduqor6L0j5+jo66SuPwZ5F79PuJyp+Jpb6Xp4Mu0ny6l4bWNeD0eUheuBbzUbPH9UZ5QtICsi99Cy4n9vo6Arc0kzTiPhCmzKb/3e7SfOt51nfxbv0jLsb3UbL0XgAm3fJbkWUsC6mkpeZ3y/9yFu6EqaL2RlDx3Ja6kNLxuN/WvPEGoO8bF5k4he+1bSZy5mLaKY3ia6kiYOjfok5a9ed3t1L70CF53BxnLr6PlhMXb1kLizPNoP11C6R8/h6e1qet7OGn64gF/h9W98iTVz/2NpFnLyL36faH6MH31er1425ppOriDlhJL3UsbuvZlXfJWkmYtJSY1C2dcAp7WZlrLDuFuqOb0U3/B01TH5A/8BGdsAk3FO2k+vMvXRcIZQ+bqN3Y9iR8/6RyS56wg/YKrccTE9lUKXo8bd0M15f/9Qdf9BFdKJlM/8huqnr6bpoPbSV9yDamL1tJadsTXMeTUMXKvej/Js8+00u8cmeJwuvC6Ozj8nZ6hwPQVN3SFAp3xSRR98i8Bn5NTD/yEpoM7yFx1S1cXgbpXnqByw68ABwXv+A6O2DhK/vh5cHeQd9MncTgcOOISuzo24O7g8HdvpbfUcy8j+4p30lFTTkx6Lo6YOFpOWCru/R7upnpy1r2H00/+CW97CwmF88i9+v1Bf1c2vv4S5f/+TtDPZcr81TS8tjFge8G77sKVlM6xn763z69DX3Kv/RApC9fSXLyTsn98I2C/KyWL3PUfImn6uf2ex9PeypH/6zlGoOjTf+PErz4y4KvGiz55N874RBr2bgkYHdVd+vLriM2c2DW6pndwK+/6j4EDEgrnBwYhX3mS6uf+TvLs5eSsC/yd7PW48ba10FS8s98aXClZpMy/qN/udJ0hKvCNQ3LEJQTtytD7/mDvEJWnvZW67Y/iaWmi5vn7ukYdxeVNxd3cSObKm0hZtBZ3Qw11Ox4jYdI5JM9e3vPj8npoOrgDV1IaCQWzAGg9WUzJ7z8VtPYpH/gp9bue7fq90yll4Vpyrnx3wBP87uZ6X8DJ6yXZLKf8nv/r2pd58VsGDFh1D2Y1HX6V8n99B0dcAhnLryftgqu6xvA07Hueinu/1+PYkTxgXfHAT2nY/WzA9oxVbyRz1RsDu4d0tOGuqyQ2axJej5vye7/f1Z027YKrqXt5Q8C5ALIuvQN3U11AYDkubyoF7/reoP6e6M7rcQPgbqzj2E96Bk0yVt5MzZb/4HDFMuXDv+zxf6D391r+mz5P2T+/5Xv/1i+SNGPxkOoYSFvFMepefYr4/OmkLlgDQN3Op6h8+BckTltI/q1fpL2yxNf55R/fDBiDlbb0WnIuf0dIa+rkbqylest/iEnL7REM9Xq94PUM+WsSSZ62FpoOvEz8pJnE+juYtZ0uITY9r9/fw2NN7+/XUD051fvvPhlbvB43OBxjOgwG0NLWwbPbT/DApmKOl9cH7M9Ki2f9qhmsW1FESuLI/l9XPff3rhdv5F73ka6fxyISXr4OO4Hd6Eab7j9XvV4v7aeO4UxMo/noblxJaTQf2Y27oQZnQjItR/fQVnEE8IXDWksP0nxkNwBxeUXgdBKTmo0jLp6kGYtxuGJpqzyBu7GG9KXXEte9w2k/Ouqr8bY340rJov10KXH5RXTUnurxIpBpn/93yH8XfOT7z3C41Nf180M3L2LdiqKQnj+UxmKIClcMBW//NiW/O/M36IRbPkvD7mdxN9aSc/X7u56v6V1f98dA4iZMY/K7e/5NOBLtVaV42lqJz5828GK/8vt+SOOezV23FaISkbEqjCGqfwG3AO+31v46yP4HgPXArdbawb/aTgZNISpRiCrK+gqFdHG6mPbZfw7rD8aB2omPNX19PO015biS0uioraRm673ETzqH9CVXU/Xs3wKeuOrNlZJJ7vo7icubGrCvo7YSd1Mt3o52Ku79Hq7kdHKuej9x+UW0lhygo6aCpJnn+4IqMbF43e1UPfM3vB1tZK56Y9cfQ57Wpq6xF/GTZ/f5NWkpeZ2yf34THE4K3vatoB2fxppG+yLt1WWknXtpwCu9hsvr7qDp0CvEpOcSP6Goz3We1ibqdz9HbHoeiTPPo+6lh7u6LziT0sh/4+fwtrVQu/1Rmuw2HLHx5F53J60lB6h94X7A1wEsZe6FOJwuWsuP0HxkNx21FbgbavC0NOCISyRpxmISC+cTmzsFb0c7MSmZvid5k9L6fQX0gO3+PW6aj7xGXM7kHgGSjrrTPV6119FQgysxpeuJDHdzva9TXZAxHaHUWnYYb0cb8QWzwOvB3VCDyz9uY6CRD22njuNurusaNzBSHfXVuFIygp4r2JiCoej+cbSUHsQBxPcaPxqMp72V5uKdxGZNIjZ7Es2HdxGbPQm8Xhr2bCZpxnnET/R1Z2g7XUrN5n/jSskka81tuJvqcKVmUfX0n4OGCxKmzCF5zoU0vLaxq+Ng1tq30FJ6kKQZ55G6cE3Aq0RbTuzHmZBCXM5k/6ssT1Oz5V48bc1krrqlRwDF627H3dxATEombRVHcbc0kjBlTsR+n3ham8DrHfLPjEj9zmuvOknFAz/BGZ9E3o2fwDWEOr0eNy3H9hKTnktsZv6Ivj/bKo7iaW8lftI5I/64a154gKpn7iaxcD75t32x64FUT1vLkDo5eL1eWkts1/ca+AIT3rZWXEmBwRcIfGCv6FN/HdQ1PW0t4PUMGDLvfv74Secw6Y5v4Glp9I1waG2i4sGf0WS34UrJYtLbv9kV+PZ2tONpb8GVmErN1v9S9ezfcCam9DsGKuuyt5Gx7DrcLY0c/f4dXdudSWlMed9PcCamDOpr5fV6OPytM2NXOoNs7dVlVG++h4ZdT/d5bPcHHiuf+AN1fYz17P0AZTieaG87dYwTv/l4n/tjcyYz5X0/prX0YMDo5U7dQ1T9CQhRff4/fX6uPR1teJrqiEnLGfHvCPCN4249WUzCZEPlI2ce0yj82O+pffGhrgAuDP7z2rsL6+T3/XjA0daZq95E5uqBu7R6vV4q7vth16t+p3zol32OHxuM3q8gTj33MlxJaWSufmPA76K+tJ0uxdNUR/xkQ93Lj9C4/wVajp3pJBdfMIuCt/sC6AE/M/zBwZHo/X9l2uf/TcuxvcRmTgwI8dbvfpZTD/wUgAk3fYrk2ctpLTsMDke/90sj5cTvPkVbWXHX7bQlV5NzxejqbieRE64QlUg0na5t5uEth3n0+SPUN7UH7C/MT+X61TO4+PzJxMaEJszp9bhpeG0jrqQ0EmcsHvMBNBE5O3XUne7xYqFpn/1nyEPRv753Fw9tOQzAxedP5n/e3P80jGga7SGqzpGnPV4Y5vSHqLq9kCd+8uyuF1LE5U1l8nt+iNfjHnCCR6juF7aUHKD0z18ETwe5191J6oKLB3VcxX0/omHPppDXIyISaWEMUe0DZgMXWmufD7L/28BngW9Za78QquvKGXrpmEiUdc5W74szIXnYT+yMpwAV9P3xxGZMACAudwp51595ginr4jeTueqNnPz712krKybn6veTMnelL9R06hhxeUX9PlHb/VXnKb3uyAfrquVwxQaMZgHfk5+d4w/6k1Awi6l3/gZHTOy4eVAu2SwN+TkdrpigXYB6c8YnkX7BVV2305deS2LRAlpOWJLnrOjqZJE4bSGethYcsfE4HA5SZq8g+9I7As6XOG1hn+OXhvVxDPD/0+F0kTQ9cMxl7yfzYlIyetwO1qEjHHq8usjhCqirv49vKCNaBiMmNbPPfSP9Odj9+IRBhKc6OWPjSTZnOv9070yRedHNPdbGZU/q8bOr83OZfenbSJm/hpiUTFrLiqne/G+Sz1lCxoU3ApC+5GraKk/gjEsgJi2n33oSJs/u8THFpOWQc1XwTjsOV2zXz7+4vMLBfLghNdTOi50i9TsvNmti15P5Q+VwukgsWnDm9ghqDuXXJmP5daSdf2VXp5pOQx2F43A4enyvAb5A5yBDna6UrEFfczhjepzxiThcMV0PVjrjk8i/+dN4O9rB6ezRNcURE4vL340k48IbfZ184hJoPraHk3/5ctDzezs6uq4Tk5lPR3UZruR0pnzwF0Oqt/d9gBR/t4PYzHzy1n+I1IUXc/LuwBqSzrmgx+3sy95G6vw1xGZPpOwf36Tl+L4+r5m19naqnrkbgPTl1w+61v4MdB+3U/ykmSTPXdkjiDPia/fzf8sZE4fT/zMzFD830pdcA/jGSPW4jn/c9nA44xLJWPVGarc9SNr5V/pGJWZNor2qtNsiF/i7KQE44gb3+XY4HEy48RO0XviGrlHcI+F1d/S4nXvNB4Z8jrjsSZDtC/OmL7ma9CVX03x4Fyf/9jWcCSnkru/WtbdXZ86RBqgA6PXCMofDSWLh/KBLU+atwhmXhMPlItH/u30or7gOt4Dvab1mTkTGidePVXP/xkNsebUUtyfwh9uSuRO4ftUMFp6TE/K/CxxOl7+zsYjIGBZwPzH0dxTnTsvuClHtPRz9Lu1j2enHfkfdjsd6bfXS+w5+9060bRXHAGg/XRLm6s6o3PDLrk7Ppx746aBDVL2/H8dbMwARkRDobD/Z1w/1k/63Y78bxyilEJVIlDlj+39i0ZWQEqFKxieHK4ZJt38Nr9fT9aSkMz4p4Ene0aL3E9gSWnF5hUGDB8N5Ml4kEjq7WiTNWBx0RNBAY1VFBms0/P6JyxncaILh8nYLnHQ3mNFNnb8nEqfOI/Xcy6jf+WTAmoQpvvsWDoeT/Fs+Q8Nrm0g2y0b8O8br7ll3YuE8Jtz06R7j3oAewc3OOjo73g0kbek1dNRV4mlrJn1ZaALDAwbCuz1Amn35O/sIUY2dB1ETCmbhSs7A3VhD/MSZvu+rETwxkbX6TWSuuqXr8zjh5k/7O3v5zpm7/sOcuv/HXesH2/WpU6i6JoXrZ0fitIVBX40cmzOZ9lPHQny1wX+dHE5XWF4kEC6OAf7WFBEZzTrcHp7fdZIHNh1i/9HqgP0JcS4uWzKVa1dNpyBXj52JiPSr199nXq8n5H9tzZmW1fV+RVUTlTXN5GSE4EUPZ6HAABXg9TKoyULB/hbv9WKUUOmoPTW8AwNCfR5wjN5x4CIig5BgjNk+hPW/CTamr5vOrlZNfexv9r/VH0JhohCVSLQ5+/9vGOPvsiQjM146O4mIiIxbzvD+ro7LDk3oMOeq95IyfzU1W++luXhn1/bOEBVAXO7UIY0C6JenI2BT8uxlAdtis4cfQnPGxJGzrp/x0sPgGqBDXveAUUxKBpPe9k1K/zTM7tOuGHAHfp4iyRETy8Tbv0Zz8U6SZy8HRh7S7n7/NS53CkWf/isNezYRk5xJXK/uR6EexTFYmWtupWHPZvB6SF9xQ9ivF5YXJ4+jbk29n1NJP39ddAoRERmB2oZWHnvhKBu2HuZ0bUvA/tzMRNZfNJ3LlxWSkji0ELGIyNnK0fvv7TAEanIyEsnLSqKiyvd8777DVaxaHN4XSw1bP2Gkxv0v0Fp+mPQl1wxqvHxEDSJEFdG/DYf9OE74O6OJiESYEzhvCOsH6iDl9p9zMNeVMFCISiTKBmpTmnvtByNUiYiIiEhkxU82tJ6wAKRdcHXIz599+Ts4/cQfccTGk3ZBaMIEDqeLxMJ51G1/tOf2MAW2++qg1Vt8way+d0YhTO5wOJh4+9c4efdXAHAlp+NurO17/RA7KXXnjEvA09ww7ONDJS5nco8OgWnnr6Pm+fvwtreSuujSEZ/fGRtP2rmXAQR8LqMVoorNmEDBu+6i/XQJSYMYtzxyYfheDsMTSKNFTHputEsQERm0IyfreGDjIZ7bcYK2jsCfzXOKsrh+9QyWz8/H5dJzBSIiQ9L7OQhPeO4Dz5uW1RWi2nv49OgNUQXwhXhay49Qfs9dALSVHSb/TZ+PZlFBDLcTlSM8Lx4Z7mMNARmq0HdGExGJMA+wcwjrTw6wvx7IAvpq6di5PfoPiI5TClGJjFIJhfOYdPv/RrsMERERkbDJW38n1Zv+RWzOFJJmnh/y86cvvZbk2ctxxCbgShyb3Y29g+yw1G8wP0qPRiYWzifn6g/QfPhVMpZfT8kfPtOtpp5FDWasYl+yL38Hpx74KeALLo0WrqQ0Jr/nB7RVHCNp5lBejDYIvR+sjlKICnyjAUM1HnBAYe5YN/bpFdwiMra4PV5e3FPGQ5uL2XWwMmB/jMvBRecWsP6i6cyamhmFCkVExofeL/rxhumFBHOnZfPM9hMA7D1cFZZrhEbw+8212x7oer/p4FCmMkXAYLs1BfvahqWlb98vJnM31uJMTMHh7GtEX+/OaPo7RkTGvBZrbSgf3C7BF6KaCBwPsn+S/21pCK8p3ShEJTIKZay8mbQLrop2GSIiIiJhFZs1kbzrPxrWa8QMNFZu2CLzIF9i4fwQnCV6r+lMW3wZaYsvG3DdSDpRpcxfjbuxFndjDRkrbhz2ecIhNjOf2Mz8kJ+39ziOaHWiirS+H4QfAT1gLyISMfVNbTyx7Rinqptoau1gT/Fpyv0dS7rLSIln3YoirrqwiKy0kY3HFRERAl+EEab7wHOnZXW9f/hkLY3N7SRr9GqIeAf3dQsSonLgCPoIRlPxq+D1kDj93AEnpgQV5Jj6V5/m1MO/JCYth8nv/QHOuMAmKgGHhakzmojIGLYLWADMA14Msn9et3USBmfHI60io1zeTZ/k9OO/J7FwPrnXfWR4d1hFREREZFzIf/OXqXz4V8TlFZJ6bmjGwI12QTtRDfIuscPhJGP59aEtaLTrHaJynh1/2mdf9nZK//wFIHQjQL3jqnuT/o4UkdHtMz/bxPHyvidOzJicznWrprPq3AJiY8IQnBUROVv1+vvBG6bQyuS8VFKTYqlvasfrhf1Hqzh/9oSwXCuUvJ3hpNH+AotB1OcNssYRn4i3qb3Htoa9W6j47w8AyL3+o6TOXx1wXPOR3Zx+6i8kTJpJ9rp3015VRuWGX+JMTCX32g8FhPMq7vsRDXs2AdBRW0HNlnvIWnt7YJG9/n71egbXgVtkPPB2tNNS+jrx+TNwxg3uxQJtp0vxtrfSUVeJp7WRlHmrwvMiMxlNHgbeAtwE/KH7DmNMNrAWaAGejHxpZ4dx80irMeZ24N3AIiAZKAeeAr5trbW91v4JuKOf0/3cWvvhXsdkAp8GbgQKgWrgceBr1trDfdQ0C/gysArIA04A//LXFPQRA2PMZcBn/B9HErAP+DXwO2vtKL8HJ8OVMnsFyWa5wlMiIiIiQtK0RUz50C9Cdt8w8+I3d40iSFsSmuDJSLkSeo5XHEknqrNSrwfLzpZOVAlTZjPhpk/TXltB2nlXhOak4+qv7HH1wYjIONHe4WbLq6U8vOVw0ACV0+lgxfyJrF81nbnTsvTYmIhIGASMXQtTWMjpdDB3Wjbb9pQBsKf49KgMUY3GrFTb6RIadm8k2SztZ9VgOlEFCVEFGbvXGaACOHX/j4OGqE7+9au+2soOkThjMeX//k7XvprM/IAOyZ0Bqk5tFceCltj7RVTejvag64arqfhVKh/9DXF5hUy48eN6vEFGDa/XS+lfvkRr6QEA4ifPZtIdX+9zNCZAywlL6Z+/2KPLnLu+mowLb8Tr9eq+8/h1H3AUuMYY8z5r7a8BjDGJwO/wZWF+aq0NnIkuITHmH2k1xjiAu4E3A+3AS8ApfCGktwG3GGOus9Y+1e2wzpmU/wDcQU7boy2aP9G3CZgDHAIeAmb7z3+jMWaNtXZnr2OW4gtxpQDb/HVdCHweWG+MWWWtre11zAeBnwNtwLP+t5cAv8UXxHrbYD4nMjbpF52IiIiIdArlfcP4CUVMfOvX6aguI2X+qpCdd6gy19xG9XN/B4eT7Mvf2WNf0E5U0qfeD7CdLSEqgOTZy0J6voQphvpXHg/pOUVEBE7XNrNh6xEee+EItQ1tAfuvXF5IYX4ay+bnk5eZFIUKRUTOIr3/vgwy8i1U5k7L6hGikoF5vV7K/vENOmoqqH3poX7XDXyyYF/bkafGugeoAOp3PokzIbn/UtzBO0w5XD1fFOTtCLyfMBJlf/9fADqqy6jf/Rxp514W0vOLDFd71cmuABVA64n9VPz3h6QvW0971UmSZy2h7XQp8RMKu8J/ja+/GPD/uuqZu6l65m4AJtz0KZJnL4/cByERYa1tNsbcATwK/MoY816gGF/WZBLwMr7MiYTJeHik9S34AlSlwJXW2tcAjDEu4GvAF4C/GmNmWGsbjTFJ+AJQJ621tw3yGj/GF6D6f8D7rbVu/zU+D3wT+IsxZpG11uPfHgv8E1+A6u3W2j/5tyfiC25dB3wb+GDnBYwxBvgpUANcbK191b99KvA0cIcx5mFr7b+G8TkSEREREZEQCtf4g3BJnDoXps6Nag0ZK99AXF4hMalZxE+c3mOfXhk6RL06UcVmF0SpkLEvZe5FNO7fRmtZMTlXvjva5YzMaHxJvYicdQ4cr+b+54rZ/GoJbk/gzyUzNZO3rJvNYpMXhepERM5Szt6dqML39+z8GTld779+rJqWtg4S4sbDU5Fh5O6go6YCAG9bSz8LBzHOL8hjFYMKXw2R1+sNGOcXWMvgxvR520Mbouqu5egehajGofaactyNtcRPOmdMNKjoqDtN1XP/oGHX0wH7GvdtpXHfVsDXIaaTKy0HV1IabWVBh2F1Kb/nLqZ99h96XG0cstZu9Dft+QpwMTAXOIyv+c73+5p6JqExHu65dD7K+dnOABWAtdZtjPkScAMwD7gMuB9fhyoXsH0wJzfGTANuwze+7+OdASr/Nb5ljFkPLAfWARv8u24DioAnOgNU/vXNxph34mu/9i5jzOettTX+3Z8BnMBdnQEq/zHHjDEfwpc0/CS+cYAiIiIiIhJF3vbWaJcw5jgcTpJnLQm+8yzqpBQKDoeD3Os/Su0LD5C68GJi0rKjXdKY5XDFkH/LZ6JdhojImOb2eNn22knu33iIvYerAvbHxThZc95krr5wGjOnZES+QBGRs17PkIE3jCGqGQXpJMbH0NzaQYfbiz1SzaJZuWG73vCMrhcfeAdbz2CWReqFFV5PwDi/gCV9dKLq/XGEuhPVUHjdHXTUnyY2Y/SNnZTg2k4d48Rv/we8HrKveBfpS67G3ViL1+PGmZhCzZZ7qHv5UTwtDbjScshb/2GaDrxM7Yu+Lm/OxFS8He04YuPIv/nTOOMDO6LGZk0aUcf09toK6l95EmdiKmnnXsaxn753yOdw11XirhvcpLaarfeRueqWIV9DRj9/9kVf3CgYD49UVwP7gM29d1hrvcYYiy9ENcm/uXOU38uDPP9V+MJNj/WR6Ps3vhDVes6EqK71v70nSE2njTFP+9dfia9jVb/HAE/i61C1xBgzwVpbPsjaRUREREQkDBSiCq3grxwc/a8mjKbU+atJnb862mWIiMhZrLG5nSdePMaDm4upqGoK2J+bmci1K6dx+bJCUpPiolChiIiA/+8th/NMB6owdlZ2uZzMnZbF9v2+zkq7D1WOwhBVH6LV2XXQ1x3EOo974DWhMJia+wpR9fo4PH2EqNpOl9JybC/Js5fhSkwdYoE9tddW0Fz8KknnLCEmJcNXhbud47/+GB3VZWRceCNZa28f0TXGOk97Kw5XDI5ena9HwuvuoPXkIeImFOGMje/zut331e9+jtaTB0lfup7YDF/n0vaqUk78v0/hbe/Zqe3047/j9OO/6/P67rpKTv71qz2v11zvq629hdI/f3FQH0fClDnET5xBfMEsUuauxOtxg8fTFbTqqK+mftczVD/714Bjq57846CuMRId9YEvYhCRkRnzISpr7Y197fOP9OsMTR33vz3P/7bDGPM3YCWQh2+O5N3AD6213X8KL/C/3dXHZfb43y4c4jHr/cf80xgzAcgFWoDXey/2d9Xajy+stRB4oo/zioiIiIhIBKTMX03L8X0AxGRoHI2IiIicPcpON/LgpmKeePEYza2BT5DOLszk+jUzWDF/Ii5X/10qREQkQrqFqMIx3q27udOyu0JUxaW1Yb3WsPT++CMYngr6uR/s9QdYV3Hfj2jYsynwsNbmAU/dUnqQhEkzB1cHvheWtZ8u7X9NnyGqXuuChKg8bS2U/uEzeFqbaHr9RfLf9PlB19bz5F68Hjcn//wlOuoqiS94moK3fxvwhXU6qssAqNn6XxKmziNpxuLhXWeM8Hq9tBzfhzM+iZajr9FS8jqupDTcjbU0HXgZR1wCk976dWKzC2g9YTn99F/IuPBGmuyL1L/6VI9zpZ2/Dmd8Es6EZBr2bKatvOfYOVdyBu7Gmq7bRZ/8S0DXpxO/+zRtZYeC1lr30oag26Oh5fi+rscAK/77gx77HPFJeFsDX0zQn9zr7iRh6lyO/+wD/a9bfyeOOF/AzNPcSOWGXwasccTEkX7BVUO6vogMbMyHqAbwQaAQqAQ6B412hqq+ARzDN9YvH1+46lvAdcaYy6y1jf51Bf63JX1c46T/7cRu24Z6TOf6k9bavu4FBbuOiIiIiIhEQeqiS2gtPUh7TTk5V7wz2uWIiIiIhN2B49X899lDbHm1BE+vRzCdTgcrF07i+tXTMYVZ0SlQRET65HA4zvT/CeM4P4CiSWld7x8urQvrtUJp0GP1Qn7h0ISoggWowNdxaSBl//wmRR//w+DqGCSvx43X66X58C4cMbEkTJlDc/FOarc92HNdexvu5npOP/Y72qvLSF10CZWP/Lprf9PB7SOqo/XkITr8Y9FaS16n9K9fZdJbvoq7sWfA79RDv6Dwo78d0bUAPK1NdDRU+0bCBe26HRqelkbaTh2nqXgnNZv/Dc4Y8PiCa67ULBKnnRtwTMOupwO2deftaOPErz/aY1v5v74ddG3d9kf7PVf3ABXAke+9FfCFfjqvNRo44hK63ve2tfSzMrihBKji8gqZ9PZvd3Xeyrn6/dS9/AgJU+fRcsL2CJTF5k4hdeHFXbebDvT8f1D0P3+mtayYmMwJxKbrxZ0ioTZuQ1TGmEuAu/w3P2utbTLGJABz/du+AHzHWuvxrzfAvfi6Pf0AeJ9/XbL/bV8/BTsj3Cndtg31mIHW93WdPhlj3gcMdshqwsBLRERERESkk8MVQ+61H4x2GSIiXWLScwJe/SsiMlIej5eX95Vz33OH2H2oMmB/SmIsVy4v5JqV08nNTIxChSIiMihOJ3ROegtziGpGQXrX+5U1zZysbGRiTnI/R4wSURvnN7ivR6hCXsG6YXmaQh9287o7aNiziVP3/xgAR2xCwDg237p2arbc2xUCay09ELimo71rdFpvLSUHqNn8b7zuDjJXv2nAulqO7KZ6839w9Bov526oomH/8ySb5X2Gn7weN9Wb/0P7qWO4UrNIXXQp8ROKzpyjuZ7jv/oInqY6Eqefy8TbvgSAp7UZR0wsDteZp+VbTliqnv4LLcf3EZOZT/YlbyV59vI+6/Z0tIHXi7uxllMP/pSWY3t7LzhTR33VgIGpaIlEeCr3ujuJyy2k5Hef7LE9+/J3cPoJX1hw0ju+G9B9raOhmmM/fnfY6sq+4p09RhemLb6ctMWXA77vraaDO3A31eFKSCFp1gU9jvX2+jnhiI0nsWgBIhIe4zJEZYy5FvgXEA/8wlr7OwBrbYsxJheYZK3t8dvFWmuNMXcALwPvNMZ8ylpbx5m7lQPp3pva3ev2QMcMZUjxYHtgT+TM6EIRERERERERGceyL72D5sO78ba3kH1l+B74FZGzQ0tbB0+/fJz7nztEaWVjwP6JOclcv3oGl14whYT4cfkQs4jI+NItFOL1hDdElZ2eyJQJqRwvrwfgldcrmJgzLazXHMsGPV4xYJkj2MbhnCgsOqrLugJUQNAAlW97K7XbHuj3XK3lR0goOCfovor7f9Q1lq/58Ks99rWdLsHhCHxatfq5vwc/1z3fAyBl/mpSz72M+InTccYlUrf9USofDexSVffSBjJX39oVfqp96eGuQFpz8U6Kv3lTwDH5t36R00/8gfbTZ4YZdVSXUX7PXThiE5h6569wJab2OKbRbqP8P/8XtOazSdr562jYtxVPUx0p81fTXl1Oa4ntsWbKB35GbJZvqNPUj/6O1tIDJM04F4fLF8JLX3ptn+ePSclk+hfu4cRvP0FbxdEe+1xpObjrAl9Q0NuUD/2C2IwJAAFf/9jsyX0e53C6SJ61ZMDzd3G6Br9WRIZs3P2Fa4y5E/gh4AJ+CvToO2itrQFqgh1rrd1ujDkBTAbOBTYC9f7dfb2UqnN7Q7dt9UDWEI4Z6Bp9Xac/J4Edg1x7LoMPZ4mIiIiIyCjS2Qp93Alj23uR8Sg2axJT3v8T3M31PV4NLSIyFKdrm3l4y2Eeff4I9U2B439MYSZvuHgmy+ZPxOXU72oRkbHC4XBGbJwfwHkmrytEtWN/BVdfOJpDVFHqQNV1+cFeP2CWLniG0qPBzz2MY8LI0z5wZ6LSP36W6V+4J2C71+PuClAF01ZWzOmn/zLkmhpe20jDaxsBcLhi+x2JWL3xH1Rv/Megz132j2/0uc/b3sLRH7wdgPiJM5n4lq/giEsYcoAqcdoi4nuFzhr3Pd8juDUcSWYZmRfdTOP+F6jf+RSJ0xfRsPs5AOLyimirOEJs1kTczQ3EpOfSVlbc4/hJb/8OzvieT4WffuIPNBfvPHONmefTdHA7matvJSZzAm0VR0mcOpfEooU4YmLJuuR22qvKiJtQ1KNjmKe91dftq1toLiYlg5ihBJP84vIKe4Soun/vtZYdpuXEfpJnLycmJdN37bYWHLHxA45vjEnJGHItnRKnLcSZkIKnpYG4/OlhHRUpIuMoRGWMiQF+hm8Mnxf4nLX2O8M41XF8IarO3qKdv1Em9rF+kv9tabdtJfhCVBP95xvomM5r5PdTV7Dr9Mla+2vg1wMuBIwxjUDSYNaKiIiIiEj0Tbj50/4H0RxMuPnT0S5HREaJmLRsYtKyo12GiIxBxSW13L/xEBtfOUGHu+eTtE4HLF8wketXz2DuNP2MEREZk5zdXkcfgbF155k87t94CIBdByvpcHuIcem1/EENMtTWdqrn042+YNzQA1FVfXRhipbm4lcGta69poLYjLwe21pLDw54XMvR14ZVV6f+AlTh1HryIEe+99YB17lSs8m6+M2kLry433WZq99E/c6nqdzwyx7b05ZeS92LDwG+kFP8hCKqnrmbttMl5FzxLmLSc3uMIQSIz59O1sVvBiDvuo/0ec326jIa97+Ap6WB1EWXdnWI6lF/r2BR/ps+3+/H4YxLJD4/MJTp7DWeMVzi86cFXN8ZlxB0bdZlb6fqyT8CMPXDvxrRdZ2x8eTf+kWaDm4ndcGaEZ1LRAY2LkJUxphE4D7gCqAZuMNa+58g61YB7wZKrbWf6+N0U/xvO++N7PK/ndfH+nm91nW+v8C/78WBjrHWVhljSoACY8w0a+3hXnW7gNn+m7v7qENERERERM4SyWYZBe+6CxxOdZwRERGRYfF4vGzfX859zx1i18HA8SSJ8S4uX1rI+lXTyc9ODnIGEREZM7p1Zwn3OD+AeTOyiY1x0t7hobm1g/1Hqpg/Iyfs1x2UvkJkEQiXBb/s4K7bGcbo4nTBMAI+tS/cP+RjwqnpwMuDWnf85x8gd/2dPbadevCn4ShpSLp3B/d2DNxVq7eEwnng9dJybO+Qj516528G/SIah8NJ2uLLaDmxn4Zdz3Rtz7n8HeRc/o4ea7N73R6u2Mx8MlbcEJJzjUXpS68lYcocYlKziUnNHPH5EgrO6XOspYiE1pgPUfkDRvfhC1CdAq611gYLLoFvZN0dQJMx5jvW2tpe51qLrwvVMWCPf/MjgAe4yhiTaK1t7nXOm/1vH+q27WHgLcBNwB96XSMbWAu0AE/2Oua9/mO+1+salwPpwHZr7ck+PjYRERERETmLxOdPj3YJIiIiMga1trt55uXj3L/xECcqGgL256QnsH7VDK5YXkhKYmwUKhQRkVDrPuIqEuPr4mNdzJuezc7XTwGww1aMnhBVb1Ge5jfs8Jbz7OvsNRpCUzlXv59kswx3cz1x2QUB+73udsr++W2aD7/a90mcMUz5wE97dNZyNzdw9Adv6/faKQsvJnPlTXja24jLnYLD6Rr2xzFqRPv/Xxg5HA4SJs2MdhkiMgxjPkQFfAFfgKoBWGut3dPP2k3Aa8B84A/GmLdaaxsBjDHzgD/5133VWusFsNaWGGP+A7wR+JUx5t3W2nb/MZ8DluPrKPVwt+vcBxwFrjHGvM8/Wq+zY9bv8I0K/Km1tvtLvH4OvBP4ojFmY2cQzBgzFd+YQoBvDe1TIyIiIiIiIiIiIgLVdS08vOUwG7Yeob4psFPCzCkZ3LB6BisXTdLIJRGR8cbhOPN+BDpRgW+kX2eI6hVbwR1Xz43IdQc2ylIbgxzn15tvnJ9ESvrSa8m67O04/P+XXElpQdc5XLFMfPOXaXz9Jcr//Z2u7VPv/A1ej5uG3c+SOP3cgNGErsQUCj/+R1qO76Vux+M0F+/ssX/CLZ8ledaSkH5MIiIS3JgOURljMoFP+W+WAp8zxvS1/C/W2seMMW8CngFuBIqNMS/gCzWtBmKBH1tr/9Dr2I8CF+DrYrXGGPMSYPCN7KsCbusMXQFYa5uNMXcAj+ILXr0XKAYuBCYBLwM9hrpaa3cZYz4P/B+wxRjzLL7RhJf46/uVtfbeoXx+RERERERExirHwEtERERkEA6X1nL/xkM8t6OEDnfPJ2odDlg2L58b1sxk7rSsricGRURknOk+zs/rjsglzzN5/P5BX9+DQyW11Da0kp4SH5FrD0+0IkmjoxPVif/3yZCeLxwSpszpcbvl+L6QnXvCTZ+i/J67gu7Lv/WLJM1YPLILOJzEZmSTueqNfS5xJaWSbJaRbJbhaWmkqXgnzcWvkrJwDYlT543s+iIiMmhjOkQFXAyk+N+f5f/Xl5eBx6y1e40xi4DPAdcCVwGNwHP4ukM90PtAa22ZMWYZ8CXgeuA64CTwR+B/rbWHgxyz0RizFPiKv865wGHgt8D3rbUBvbKttXcZYyzwCWAZvntOe/F1qfpLf58IEREREREREREREfCN7Nt14BQPbCxm54FTAfvj41xcvmQq61dPZ1JOSpAziIjIeOLoHrgZ7vi4IZqan0p2egKna1vweuGV109x8XmTI3LtoYluPyfvCDpRhVJbecBTnaNK0Sfvxhmf2GNb8Tdv6vsAZwx4OoLuyrrkrVQ93fNp1+TZy/s8lSslc/CF9sExxNCbMyGZlLkrSZm7csTXHt3UT01ERp8xHaKy1v6XYbxA2Vpbhq+71EeHcEzlMI55DbhliLU9AAQEuURERERERERERIZOnYXOJqWVDXzj99s4Xh7w+k0AstISWL9qOuuWF5KSFBfh6kREJGqiMM7P4XCweFYeT750DPCN9BsVIaq+MhsRyXIEuUiEvh5j2dQ7fx0QoALIXX8npx78acD2/Fu/iCsxlZI/fCbo+TJW3BAQouqPKzF18MX2JcSht+FTaElEZCBjOkQlIiIiIiIiIiIi/dB4trPCqepm7n3mAA9tCd5FYnpBOjeumcHKRQXExoyWJ/FERCRieozzi1yI4jzTM0Tl9XpH8ejYKIVLhv31CG29mavfRFzu1B7b+hpvF2kxaTlBt6fMX4W7uZ6qJ//YY3vSjMW4m+r6PWfqeVdQv+NxADJXvQmAtCXXUPfSwwC4kjNwN9aQZJYRk5Y9wo8A3ScXERlDFKISEREREREREREZr0bNq94lHI6X13P/xkM89dIxOtyBT6YunZvPDRfPYP707FH8pLWIiIRbj9FvwxwfNxyLZuXicPhyQtX1rRw5Wce0SekRu/6geL24m+po3P/CgEvdLY1huPzwwlChDsMlTJ1LYuH8kJ4z3BxOFxnL1tNWcYSGXc/22OdM7H9ccdbFbwaPB0dMLOnL1gO+IFlMSgYxmfkkz15BR20FMel5IapV98mDimCoc7BSz72Mhtc2AhA3YVqUqxGRaFCISkREREREREYfPdErIhISesJm/PF4vOywFTy4qZgdtiJgf2ZqPFetKOLmS88hNsYVhQpFRGTU6X5/IILj49KS4zhnSgavH6sBYMf+ilEQogoMbVRv/GfgKq+nZ/gMqH7u72EoZ5hfj1EYPhlNen/tenMlppJ7zQd6bktIJuPCN3Tdjs2YEMKCdJ88mNjMidEuIUDC1LlkX/4OWsuPkHnRzdEuR0SiQCEqERERERERERGRcSQ2dyrtp3yjc1Lmr45yNRIqza0dPP3ycR7cVEzJqYaA/TnpCdx8yTlcvqyQuFiFp0REpJse4/wiF6ICWGzyzoSobAU3XXJORK8/GPU7nwrYduxnH2Dqh3/Vo5Nj3cuPhPza3o62YR3naa4PcSXjT9r566jb/miPbVmXvS06xYyWF4qNsuxd2tJrqH/1KTrqKsm+/B3RLgcAh8NB+tJro12GiESRQlQiIiIiIiIiIiLjyIQbP0HF/T/GmZDkG1UiY1ppZQMbthzhyReP0tjSEbC/MD+V61bPYO35k9V5SkREguox0jXCIarzTB7/fOJ1APYerqKltYOE+Mg+PdlyYj/Nh3eTuuiSgDF4XggacHHXVdJaeoD2qpN4mutJO+/KsNRW/+ozYTmvEND9KfuKd5K+5JoolaJOVMG4EpKZ/L4f42lpJCYtO9rliIgAClGJiIiIiIiIiIiMK3G5U5j87u9FuwwZAbfHy/b95Ty85TA79geO7HM4YOncfNavms7CmTk9nxwXERHprXuYJMJj4MzUTJITYmhs6aDD7eG14tNcMCeEY9IG4G5ppPTur4C7g6ZDr5Bz1XsHfWzjvq3UbnvQd56m8HR+aq88HpbzhkLSrCU0vf7SsI4t+uTd1LxwHzWb/xPiqoLo41s6Niu/x+3UhWvDX0tfRsk4v9is0Tc+zxmXgDMuIdpliIh0UYhKREREREREREREZBRobu3gyReP8eCmYk6ebgzYnxgfw+VLp3LtRdOZmJMchQpFRGRMiuI4P5fLycJzcnl+90nAN9IvkiGqxv3Pg9vXybG1xAZd09dIvc4AFUDNlvCEgZLnXEjzkd1hOfdI5ax7L8eGGaJyxieSteY2vB3t1L5wf4grG5y0867g9FN/BncHyfMuwhmfFJU6gFETokpfcjX1rz5NR0052Ve8K9rliIiMSgpRiYiIiIiIyCikjhoiInL2KK9q4qHNxTyxLfjIvikTUrhm5XTWnj+ZpITYKFQoIiJjWY9RYp7IhqjAN9KvK0QVpMNiVEW4M1eAUTzmLSY1a+QniWK3TIcrlmmf+Tue5gZcSWlRqwMYNV1DnfFJTH7vD/G2teBKTo92OSIio5JCVCIiIiIiIiIiIiIR5vV6ea34NA9uKmbbayfx9HoO1+mAZfMncs3KaRrZJyIiIxPFcX4Ai01e1/slpxqoqGoiLyuKXYF6iHKIKgqhttEqLn8GbWWHhnFk319Dh8MZlQCVY5R0ngrGGRsPsfHRLkNEZNRSiEpEREREREREREQkQto73Dy3o4QHNxVTXFobsD8xPoYrlhWyftV0JoyaJ5hFRGRM6xbE9XrdEb/8hKwkCnKTKTnlG1W7w1awbkVRxOsIpuXoaxG71rEfvxtHXALg8IWjHQ48LYHje89aER41GU4J0xbgiE/C29pEXP6MaJcjIiJDoBCViIiIiIiIiIiISJjVNrTy6PNHeGjLYWrqWwP2T8xJZv1F07l0yRSN7BMRkZDqMc4vSuPrFps8Sk4dBqIcour18bdVHIvs5dtafG8jetUxIsj3Zsr81cM6LtqcMXEU3PENmopfJWXeRdEuR0REhkAhKhEREREREREREZEwOV5ez/0bD/HMy8dp6wjssHDuObmsXz2dC2ZPwOnUyD4REQmD7p2oojQ+7jyTx0ObfSGqXQdO4XZ7cLlG78gz6VvejZ+g4r8/6HN/xsqb+tznSs4g+4p39nF8zzBUyvzVZF/+juGWGXVxeYXE5RVGuwwRERkihahERERERERk9NFzyCIiMsYdOF7NXx/dz/b9FQH74mKcrL1gCutXTacwPy0K1YmIyNnE4ejeiSo6IaoFM3KIcTnpcHtobOnAHqtm7rTsKFQSva5FCYXzyLniXXi9XvB6KPndp6JWy0jEZhf0uz/jopv73Df1o/8Ph8MRNETlcPXsxJl3/UeHV6CIiMgIKEQlIiIiIiIiIiIiEiKnqpv58yN7eXb7iYB9GSnxXHPRNK5aUUR6SnwUqhMRkbPSKBjnlxAfw9xpWew6WAn4RvpFI0TVuO/5iF+zkysxdVx0JuoxHrKX5NkrcMbE9X2svyta3IRptJUf7nnsvItorynH01xP8tyVg64nec6FNLy2EfB1uhIRERkJhahERERERERERERERqippZ3/PH2A+587FDC2r2hiGtevns7qxZOJi3VFqUIRETl7nQm9RGucH/hG+nWGqF6xFdy+bk7Ea6jZem/Erxl2zhjwdETueo6Rj2HMu/ETVD35R5oObu/a5oyJZfK7v09L6eskzThv0OdKOud8Mi58A63lR8ha+5YR1yYiImc3hahEREREREREREREhsjr9XKsrJ4Dx2s4VFLD5p2l1DS09lhTNDGNt187l/NMXlfnBRERkUjr0TkoSuP8AM6bnccfH94LwIHjNdQ1tpGW3HfXIhmYMyGZxKIFNO5/IXIX7S9ENci7O3HZk5jwxs9x+FtnRv95vRCTlk1K2oqhleNwKjwlIiIhoxCViIiIiIiIiIiIyCC1d7h5bkcJ9288xJGTdUHXZKbGc/tVc7h0yVRcToWnREQkyroHeaMYoiqamEZmajzV9a14vfDq66dYtbggJOduKXmdhtc2kTLvIhImm5Ccc7Sb8sGfE5OaTfXm/4TtGvGTZ9N6Yn+PbaEKhgecJ4rfmyIiIp0UohIREREREZFRSE84i4jI6FJT38ojzx9hw9bD1NS3Bl0TF+viDRfP5A1rZ5IYr4deRURklOjWOcgbxaCKw+Fgscnj6ZePA/DK6xUhCVF5PW7K77kLd30V9bufpehjv8cREzvi8452sZn5vnfC+DXNvfr9nPjNx3psc7h0H0dERMYv/ZYTERERERERERER6cPRk3Xcv/EQz+44QXtH4JOU0yalMXNyBjMK0lm+YCLZ6YlRqFJERKRvPcf5eaNXCPQIUe2wFXi93hF3NnI31uGurwLA29pEe3UZcblTRlxrp5xrPkjlw78I2flCL3xf02CfR1dyRngupk5UIiIyCihEJSIiIiIiIiIiItKNx+Nlh63g/o2H2Pn6qYD9sTFO1p4/hetWT6cwPy0KFYqIiAxB95CSJ7pBlcWzcnE4fFmu07UtHCuvH/nvUk9Hz5ttzSM7Xy/Js5ZQ+XBITwlA3k2fpOKe7w1usTMm4OPs5I1wMO5s6PIlIiJnL4WoRERERERERERERICWtg6e2X6CBzYe4kRFQ8D+zNR4rlk5jXUrikhPiY9ChSIiIsPQY5xfdDtRpafEM6MgnYMnagF4xVaMKETldXdQu/3RHtvqtj9K06FXAKjf+dTwiwViMvN7fP5CKXnWUvKu/xgV9/9owLUOp7PPRk1xuVNDW1g/EqcvDtu5ozlqUkREpJNCVCIiIiIiIiIiInJWO13bzMNbDvPo80eob2oP2D99UjrXr5nOqnMLiI1xRaFCERGR4XM4u/3u8rijV4jfYpPXFaLasb+CG9bMHPI5PB1t1L20gfpdz9BeeaLHvobdz4WkTt+FPD3HIY5A7wCbw+kiZf6qQYWo6GfkYcrclVQ/9w86aisGPE1c/gzayg4NfL0+xGTkDvvYAUU33yciIgIoRCUiIiIiIiKjUT8PEIuIiITKwRM13L/xEJt3ltDh7vXEpgOWzs3n+tUzmD8jG4d+N4mIyFjVoxNV9Lv9LDZ5/PupAwDsKT5Na7ub+NjBh5S9Xi/l//k/mv3dpsLJ6/WErRPVUKQuXEtdr45bnRyuGCa+9Wsc/9kHBjzPhBs/zumn/oy7sZbWEhvqMkdmFHxvioiIKEQlIiIiIiIiIiIiZw23x8uLe8q4f+Mh9hSfDtgfH+fisiVTuW7VdCblpkShQhERkRDrHgLyRD+oMrswi8R4F82tbto6POw5dJrzZucN6ti2iqM07H+h3wBVysKLu95v2PXsyIr1eCBEnahGInP1rX2GqAAcgwx6xWZNJP+Wz9BScoDSP342VOV1r2RIq2OzJ9F+uhSA5DkXhqEeERGRoVGISkRERERERERERMa9ppZ2nnzpGA9tOszJ040B+3PSE7j2oulcubyQlKS4KFQoIiISHj3G0Y2Cbj+xMU4Wzsxl254yALbb8kGFqFrLj1Dy/z7JQHPf8tbf2fX+iENUXs+gA0rh5EpKHWBFZDpmOga4TmLh/J7rB+jkmf/Gz1H74sMkFM4nNmNwQToREZFwUohKRERERERERERExq2KqiYe3FzME9uO0tjSEbB/1tQMrl89gwsXTiLGFf0nSUVEREKuW4jK63FHsZAzzpud1xWiemlvOe++bn7QwE1L6UHqXnwIV2omtS88MIgzhzZM5PWOjk5UA4ry2OGYjAnE5U0lddElPbZ7vf0H3mKzJpGz7j3hLE1ERGRIFKISERERERERERGRcccereK+5w6xdfdJPJ6eT+A5HbBiwSSuXz2D2UWZA3ZJEBERGcscTteZG6OgExXAkjn5/JJdAJysbORERQNTJgR2Wzr10M9oP3V80OdNnH5uj9uZF7+Z6mf/NvxCPeHvRJUwZQ4tx/eN8CzRuy/jSs1i6od+EbXri4iIhJJCVCIiIiIiIiIiIjIuuN0etu0p4/6Nh9h7uCpgf1JCDFcsK+Tai6YzISspChWKiIhEgWP0daLKzUxkekE6xSW1ALy4pywgROV1tw8pQAWQc1XPrkbpy9YTk5pNy4n91L/yxJDr9EYgdJZ73Z2cfvwPNB14afgnCWOGKnn2chr3vwBA+vLrAhf0021KQXURERlrFKISERERERERERGRMa22oZXHtx1lw9YjVNY0B+yfkJXEdaumc9nSqSQlxEahQhERkehxdB9H5xkdnagAls3L7wpRbdtTxk2XnNO1r+10KSd+deeQzpd67mXEZkzosc0ZE0fqwotJXXjxsEJUkfh8xWZMIP+Nn6X4mzcN+xzh7JaVc/X7icufQfzE6cRm5gcuGGBkn4iIyFiiEJWIiIiIiIiIiIiMSYdLa3lwUzHP7ThBW0fgk5xzirK4Yc0Mls2fiMupTggiInKW6jbOLxKdlQZr6bx8/v64BWD/0SpqG1pJS3Rx5Advw9vWMuDxCYXzaDm6p+t22gVXhb7IUfT5ihZXYiqZK9/Q5/7+v6d0/0tERMYWhahERERERERERERkzPB4vOx8/RQPbi7m5X3lAftdTgcXLpzEdaumM7soKwoVioiIjC49uhSNok5UMwrSyU5P4HRtC14v7Hr+RQpe/NGAxyXPXkHeDR8Dp4vSP36O1tIDxE86h7i8qcOqI/faD3HqoZ8H3Ze66JJhnTPiwtiJaiTSzl9HzfP3gddD0jlLol2OiIjIgBSiEhERERERERERkVHP6/WydddJ/vrYPo6XNwTsz0iJ58oVhVy1oojs9MQoVCgiIjJKdRvn5x1FISqHw8HSufk88vwRwIt71yMDHpO7/sOkLLgYh8PX4Wji7V+j5fh+EgpmDXukXeqiS/oMUWWufhMAeTd8nIr7fjis80dENBs+9TPOLyYtm4m3f43W0gNjJ5AmIiJnNYWoREREREREZPRxqOW/iIj4eL1eXnn9FH/ZsJeDJ2oD9hdNTOMNa2dy0aJJxMa4gpxBRETk7OZwdPv96HVHr5Agls7LZ+ML+/lW5r9ggAl+eW/4H1LmXNhjmzM2nqTpi8JSW/LsFbiS0gBImXcRXk8Hpx74aViuNXJR/Bu6nxAVQOLUuSROnRuhYkREREZGISoREREREREREREZlfYfreLPD+9j96HKHtsdDrhgzgTWXzSdc2fldnWjEBERkSCco3OcH8DCmTm8KeXFfte4kjOY+tH/F/nf92Po7kVU7wt5R9f3lIiIyEgoRCUiIiIiIiIiIiKjQnlVE/uPVFFcUos9Vs2e4tMBa5bPz+f2q+ZQmJ8WhQpFRETGHkf3cX6jLPASG+NgUeyRPvdPvP1//aP6ohASGuZ4wKiIYojKO0AnKhERkbFEISoRERERERERERGJGrfbwwt7ytiw5TC7Dlb2uW7hzBzuuHoOpjArgtWJiIiMA93DQJ7IjPPztLXgiInF4TwzStDdVE97TTnxE2d0haJOPfizPs+RPHsFiYXzwl7rcKUuuoSO+tM0F78a7VKiGqIaaJyfiIjIWKIQlYiIiIiIiIiIiERcdV0Lj207yqPPH+F0bUuf686ZksEdV8/h3Fl5EaxORERkHOneiSoC4/yaindSfs9dOOOTKHjnXcSkZOBurOXYLz6Et62ZzNVvIn3FDRz53lvB3dHneVLPuzzstfZrgGBS9hXvpPzeH4S5Bie513xgMAvDW0d/Rll3MxERkZFQiEpERERERERGHUc0HwAWEZGw8Xq97DtSxcNbDrN1Vykd7sDOBROzkzlnagYzCtIxhVnMnZYVnRE+IiIi40T3blCRCLxUbvgV3rYW3G0tnH7st0y46VPUvHA/3rZmAKo3/pPqjf8MeuwXqm/h2ksXcttlM3DGxoe91qHo8Xn0bQDC14Vp0h3fIC5/+uA+D1G8rxRfcE7Uri0iIhJqClGJiIiIiIiIiIhIWLW0dbDxlRIe3nyY4tLagP0xLgcXLpzENSunMadIoSkREZGQcnTvRBX+cX4dtae63m/c/wIA7dVlgzq2wZvIi/sqeMtVc8NS21D0fnGPMyGl536HM7yj7BzOwQfJInzfKf+2L1P+r2/jiEsgZ917I3ptERGRcFKISkRERERERERERMLiZGUjG7Ye5skXj9HQ3B6wPzs9gatWFHHF8kIyUxOiUKGIiMj4F+lOVCNVXFJLRXUTeZlJ0S2kVzApbsK0nvtdrvCGqIYg0t2ck6YvYurHfofD6cQZlxjRa4uIiISTQlQiIiIiIiIiIiISMh6Plx22goe3HGb7/vKgzy0unJnD1SunsXxePi6XM3CBiIiIhE6PTlSRD1F52lpgEB2wtnB+1/sv7D7JdatnhLOsIYtJySD32g9Rv/tZ0i+4xteJKozj/IZkEJ2oHPGhDaW5EpJDej4RERFjTAZwif/fdCAPyASagXJgP7AZeMJaWxmOGhSiEhERERERERERkRFraGrjyZeOsWHLEU6ebgzYnxDn4pILpnD1ymkU5qdFoUIREZGzk8PZLbAchRDVkbve0u/+uPwZOOMTcaRcDptKAdj8amn0Q1RBgkmpiy4hddElXbe9o6QT1UAhqticyeRe+6EIFSMiIjI0xpgrgY8AVwCdd1x6/3KbC1wMvB/oMMY8CvyftXZLKGtRiEpERERERERGn8hOIhARkREoLqnl4S2HeXbHCdraA7tMFOSmcM3KaVxywRSSE2OjUKGIiMhZrnuIKszj/LzujiGtn/jWr5M4dS4AK07U8E9/iGrfkSpOVTeTmxm9UXEJBWbgRWMgRJVQtIBJb/lq5GoREREZJGPMcuCHwFJ8jwh7gD3AbsACNUAjvm5UOcBkYCVQCKwHrjXGPAN8yVr7fChqUohKREREREREREREhqS9w8PWXaU8vOUw+45UBex3OmDpvHyuWTmNRefk4hjEiBkREREJD4fD1fW+dxBj9UaivaZ8SOs7A1QA0wvSmZiTzMlKX0fLLbtKuWFNdLpRJUyZQ8qitQMvDGuIaijn7ue+VpiDcyIiIkNljEkEfgC8x7/pEeDP+Mb0VQ/i+ALgav/xlwAXG2N+BnzWWtsyktoUohIREREREREREZFBOV3bzKPPH+XRF45QU98asD8tOY4rlxeybkUReZlJUahQREREAkRwnJ+3PfD+QV8yVr2xx22Hw8FFiybx76cOALB5Z0nUQlT5t30JZ0zcIFYOIegUxsBVf4H1jGXXh+26IiIiw7QTmA78HvimtfboUA621pYAvwV+a4xZCHwauBPfOMC5/R07EIWoREREREREREREpE9uj5edr1fw2AtH2banDI8n8AnAWVMzuGbldC5aNIm4WFeQs4iIiEjUdAtRecPdlWiAnFDijMU4HE6cialkrLghYP+qcwu6QlT2WDXlVU1MyIp8MNvhcA68CEbPOL9e4gsM8ZNmEJs5kcSZi6NdjoiISG/HgTdYa/eM9ETW2l3A7caYHwF3jfR8ClGJiIiIiIiIiIhIgMqaZp548RhPvHiUU9XNAftjY5ysOreAa1ZOY9bUzChUKCIiIoPRIxAU5nF+A8m56r3Epuf1ub9oYhoFuSmUnGoAYMurpbxh7cxIlXfGICcRe8MZohrBqV3J6eRc8a7Q1SIiIhJC1trLwnDOl4FBzOLtn0JUIiIiIiIiIiIiAoDb7eHlfeU8tu0o2/eVE6TpFLmZiVx94TQuXzqV9JT4yBcpIiIiQ+M80yUy3J2oqjf+o8ftlAVraNj9XNft/gJU4B/pd+4k/vnE6wBserUkSiGqsd2JakQJLBERkbOYQlQiIiIiIiIyCg3yZb8iIhIStQ2tPL7tKI88fyRo1ymn08GSORO4cnkh582egMupn9MiIiJjRaQ6UXXUV9F0cHuPbbnr76S9uozWE5b0pdcO6jyrFhV0hagOHq+h7HQj+dnJIa+3X47B3tdRWElERCTcjDEFwBsAF/CotXZ/uK6lEJWIiIiIiIhEXdqSa6h76eFolyEictY5eLyGh7YUs/GVEto7AjtT5GUlccWyqVy2ZCrZ6YlRqFBERERGzHkmROX1hL4TldfjpuKBn9C4Z3PAPofDwaQ7voG7voqYtJxBna9wYhpTJqRyvLwegM2vlnLzJeeEtOaBDXqeX3jLGKa2U8ejXYKIiMiQGWMWAd8G9lhrP+XfthJ4FEjyL7vLGPM5a+33wlGDQlQiIiIiIiISdfETiqJdgojIWaO9w8OWV0t4aMth7NHqgP0up4Pl8ydyxfJCzj0nF6e6TomIiIxpjm7j/AjDOL+mgzuCBqi6ru9wDjpA1WnVokn87XELwKadJREPUTkG24kqrCGq4Z+7o7oshHWIiIiEnzGmEHgOSKXnL8FfAMlAHXAMmA981xiz2Vr7QqjrUIhKRERERERERERknCs73Uh1XSvbbTmPvXCUmvrWgDUZqfGsW17EuhWF6jolIiIynjjC24nK3RAYyh6pld1CVMUltZSeamBSbkrIrzNS3hCGqELZodmVmhWS84iIiETQx4E0YCvwZQBjzEJgAdAGXGCtPWiM+SDwM+DDgEJUIiIiIiIiIiIiMjher5fP/Gwz+45U9blmdmEm11w0nZULJxEb4+xznYiIiIxNPTpRhWOcn7s95Oecmp9GYX4qR8vOjPR742WzQn6dkQtdiCpz5U0hC1GlLlzb7/64nAKcCSl4WhpwxCcRlzs1JNcVEREZgcuBFuBGa+0p/7ar/W+fttYe9L//S+CrwKpwFKEQlYiIiIiIiIw+gx2dICIiQXm9Xl7eV86v/rubiqqmgP2xMU7WLJ7MNSunMXNKRuQLFBERkchxdgtJh2Gcn7cj9CEqgFXnFnD00f2Ab6TfqAxRhbATlSMmNmTncib037XLGZ9EwbvuouXYHhKmzMGVlBaya4uIiAzTFOD1bgEq8AWrvMBTnRustV5jzFF8HapCTiEqERERERERERGRccDj8fLqgVM8+sIRtu46GXTN9IJ0Vp1bwOVLp5KeEh/hCkVERCQqeozzc4/oVCW//zStJw8BkFDke+6yo6Z8ROfsy8pFk7jbH6I6crKO4+X1TJmQGtJrpJ57WZCtQ3hRTwhDVEO67kBncrkGXBObkUdsRl7IrikiIjJCcd1vGGMSgAv9N5/ttTYDCEuKWyEqERERERERERGRMaymvpUnXzrG4y8c5eTpxqBrFp2Tw3tuWEBhvroMiIiInG0cIepE1Xxsb1eACqDlyO6RlDWgyXmpTJuUxuHSOgC27Crl1stNSK+RdclbA7Y54hOHcIahfD6HFrjyjiCg5XDqKWARERlzjgLTjTFJ1tom4AogHqi01m7vXGSMMcA0YE84itBvUBEREREREYk+je8TERkSr9fL/iPVPLzlMFt2ldDhDv4k25QJqXzs1sXMmpoZ4QpFRERk1AhRJypvW3MoqhmSVecWdIWoNu0sCXmIypUYZOzdEMJLo7QRFXH500J3MhERkch4DPgw8HtjzN+A7+JLIP+3c4Ex5jzgD/h+az4SjiIUohIREREREZHoC+kjzyIi41dLWwfP7Shhw5bDFJfWBux3OuD8ORMozE/DFGZy/uwJxMY4g5xJREREzhYOZ7fRbp7hd6JyJiT3uJ1zzQd63I6fMJ2qZ+6m+fCrw75GbysXTeLPG/YBcKysnqNldcPurBmbO5X2U8cGsXIIf5+OoLNXoJGlqHKv+wjVz/2DpJnnkVAwK0Q1iYiIRMx3gDcBt/j/OYB64NsAxphLgcf9248C3wtHEQpRiYiIiIiIiIiIjHKlpxrYsPUIT750jMbm9oD9WWkJXLGskMuXTSUvMykKFYqIiMio1W2cnzdEoR9XSiZp514WknP1Z1JOCjMmp3PohC88vuXV0mGHqCa84X848euPBt0Xk5ZDR10lAMlm+fCKjajAwFXqgjWkLlgThVpERERGzlpbaoxZAXwLWAgcAL5srT3iX3IQ3xzdh4H3W2srw1GHQlQiIiIiIiIiIiKjkNvjZfu+ch7ecpgdtiLomoUzc7h65TSWzcsnxqWOUyIiIhLI0W2c30g6UbVVlgziYsM+fZ8uWlTQFaLatLOE264wOIYxEj4uZzKu1Gzc9acD9k24+TOU//f7OOOTyVp7+6DPmb7sOiof/gUAidMX0Vw8gi5cAR9TPx2xhvHxi4iIjHbW2mLg1j72HTXGTLDWVoWzBoWoREREREREJPr0ALCISJfahlYe33aUR58/QkV1c8D+xHgXl1wwlasvLGLqMDsxiIiIyFmk+zg/rwev1zvkEFLToVe6wkIA7obqUFU3oIsWTeJPD+8F4ERFA0fL6imaOMz7QH183PETpzP1gz8f8ulSF6yho6aCjvrTZK25jWM/fe/w6hIRETmLGGO24+so9QjwgrV2ULN0wx2gAoWoRERERERERERERoXXj1Xz0OZiNr9aSntHYJeIKRNSuWblNNaeP5mkhNgoVCgiIiJjkcPZq1ul1wMOV/DFfSj7xzdCWNHQ5Gcnc86UDA4crwF83aiGHaIKMYcrhqyLb4vItZLMMprsNgAyVt4UkWuKiIiEyQzgi8AXgCpjzGPAo8Cj4RrTN1gKUYmIiIiIiEj0eQf1YiMRkXHH7fawdfdJ7n/uEPZYYEcHp9PBivkTuWblNObPyB7W6BoRERE5y/UOTHk8PbtTDaBhz+YQFzR0Fy0q6ApRPbfjBLevmz3+7hcN8PHkrHsPVTFxOOITyVhxfYSKEhERCYtsYCVwDXAV8GbgNsBrjHkZX5eqR621L0W6MIWoREREREREZPQZbw+Gi4j00tDczuMvHOWhLcWcCjKyLzM1niuXF7FuRSHZ6YlRqFBERETGi96dqLxeD0P5i6tx//OhLWgYVi8u4I8P78HrhfKqJvYdqWLutOxolxVSjgG+KjEpmeTd8LHIFCMiImOKMeYoMLWfJbdYa//T65hZwJeBVUAecAL4F/Bta21DuGoFsNa6gY3+f58xxhTgC1RdDVwCLAW+aow5ha9D1SPAY9bamnDWBQpRiYiIiIiIyGig0JSInCVKKxt4cFMxT754jJY2d8D+udOyuHbldJYvmEhsjDPIGURERESGyNHrPoUn8D5If7zuwPUZF75hJBUNWU5GIgtm5LDroG/Cz7PbT4y7EFUANWwWEZFBMMbk4AtQncYXOArmaK9jlgJPASnANuAl4ELg88B6Y8wqa21t2IruxVpbAvwG+I0xJhZfsKuzS9UdwFsBjzFmG74uVY9Ya3eGoxaFqERERERERERERMLI6/Wy+1AlD2ws5sW9ZQETTF1OBxctKuCGNTOYOSUjKjWKiIjI+BXQicrj6Xe91+Om/pUnwekiddFaPO0tPfbHZk0ic82tIa9zIGvPn9IVotq0s4T33DCf2JjBjyUEhtSBK+JGdXEiIjKKne9/+4S19vaBFvtDSv/EF6B6u7X2T/7ticA/gOuAbwMfDE+5/bPWtgNP+//9jzGmiDOBqovxhb2+YYw5aa2dHOrrK0QlIiIiIiIiIiISBu0dbja+UsIDG4spLg18AWdqUizrVhRxzcppGtknIiIi4dMrRIW3/xBVzdb/Uv3c3wFfAMvTfGaiT0LRAnKv+SAO59DCS6Fw4cKJ/PLeXbS1u2lobuflfRWsWDAx4nUM24CdpXqnqNSKSkREBuU8/9uXB7n+NqAIX+jqT50brbXNxph34uta9S5jzOcjMT5vINbaI8DPgZ8bY+KBtfjG/q0Lx/UUohIREREREREREQmhmvpWHnn+CBu2HqamvjVgf0FuCtevns7aC6aQEKeH50RERCTMHL07UfU/zq8zQAVQt/Mp3M31XbczL7qZ2Iy80NY3SEkJsSyfl8/GnSUAPLP9+NgKUQ1EY+5FRGR4OjtRDTZEda3/7T29d1hrTxtjngbWA1fi61g1alhrW/GNLOxrbOGI6VEaERERERERGYX04LGIjB11jW2cqm6irrGNTTtLeHbHCdo7Ajs8LJ6Vy3WrZ3CeycPp1M85ERERiYyArlEDjPPrrvXEfnCeeTrRlZQeqrKGZe0FU7pCVC/tLaehqY2UpLio1iQiIhJl5+FrXzjZGPMksAhIBF4FfmKt7R2EWuB/u6uP8+3BF6JaSBRCVMaYqcBiII3+HyT2Wmv/EurrK0QlIiIiIiIiIiIyTE9sO8rP//Mqbk/wcSuxMU7Wnj+F61ZPpzA/LcLViYiIiDDkcX4BPB1d78ak5YSgoOFbPCuX9JQ4ahva6HB72PxqKetWFEW1JhERkWgxxmQB0/w37wZ2AhuBmcCFwIXGmIustXd2O6zA/7akj9Oe9L+NaLtHY0wc8Afg1iEcphBVX4wxtwPvxpeqSwbKgaeAb1trbZD1bwQ+CswBXPhSeD+21ga0LPOvTwQ+AtwOTAca8X3zfcNau7OPYwqALwKXA5P9NT0A/K+19lQfx1wAfAm4AMgEioE/Az+01rYP9HkQEREREREREZHwq2ts44ltR/njw3uD7s9MjeealdNYt6KI9JT4CFcnIiIicobD4cTXyMEX+u5vnJ/X3fdTUY74JJzxiSGubmhcLierF0/mwU3FgG+k37gJUWmcn4jIWJRgjNk+hPW/sdb+uq+dxphngTWDPFcmvo5N4Muv3GKtfaTbua7C10nqw8aYrdbaznm9yf63TX2ct9n/NmWQdYTKl4Db/O+3AZVAxDMyYQlRGWMc+OYuTgfy8H3xmvGFiPYDr1hrO/o+w5CvdTfwZnyfwJeAU/jCVG8DbjHGXGetfarbMf8HfArfN9IzQDxwMbDKGPN1a+2Xe10jEd9MxdVAKfAIMAW4CbjOGLPeWvtYr2NmAJuBfGA38CC+NmofBm40xqyw1h7vdcx1+OZOOoFNQDW+/yDfBa4wxlylIJWIiIiIiIiISPQUl9Ty0OZinttxgrYgI/vmTc/mimVTWXVuAbExriBnEBEREYkCpxM6w1P9dKJyN9X3uS82PTfUVQ3L2vPPhKj2Hq6i7HQj+dnJAxwlIiISFk58OZDBGqi70yn67hDVmwd4Gl9nqXhr7eHuO621jxhjvgp8H/gY0BmicuOreyCDWRNKt+FLfH8NX7OkqGRjQhaiMsa4gDfga621FuhvKHKTMeYJfK217rPWBu93PjhvwRegKgWutNa+1q2erwFfAP5qjJlhrW00xlyGL0B1FFhtrT3mX78QX+eqLxljHrbWbut2jS/gC1A9AtxkrW32H3M7vi5RfzbGzLTWdr9n+Sd8AaqvWGv/t1tNPwPeD/wauLpzsb/N2t34vimutNY+2W37BuBS4OPA/43gcyUiIiIiIiIiIkPU4fbw/K6TPLi5mH1HqgL2O50OrlxeyPtuWIDLFenHGEVEREQG5nA48eILUXk9/YWo6vrcl33Z20Nd1rDMnJzB5LwUTlQ0APDsjhPcermJclWh0KsTlXckT5+KiEiEePCN0Busk/3ttNbeMowaSvvZdz++ENX5xhintdYD1ANZQF/tJTu3NwyjlpGYDBzvzNdEy4hDVP5g0LvxBY0KOPMb3g0cB2rwdXzKBHKAbHztwW4ArgcOGGO+AfzN/wUbqnf73362M0AFYK11G2O+5L/OPOAyfN8gn/cv+XxngMq/fpcx5ovAr4D/Ad7o//hS8I3xcwPv6wxQ+Y+52xhzDb7g2FuBX/iPWQ2sxNd16xu9avoIvvDUVcaYudbazp7vHwZSgd92Bqj8x1QZY94O7AM+boz53jA/TyIiIiIiImOGQ2MMRGQUqK5r4dEXjvLo84epqmsN2J+eEseVy4u4akURORnRHW0jIiIi0i+nCzpH9fUXomqs6XNf4rSFIS5qeBwOB2vPn8JfHtkHwNMvH+dNl80a3N+Ro/hvTf0dLCIyJrVYa8+PdhH96JyO5sI3oa0ZX6erLHxdsY4HOWaS/21/4axwqAL6TnNHyIheGmeMWQG8gi88lA88hq8N2AVAqrV2urX2PGvtKmvtfGttPr6g0Fp88wxfAGbh69q0yxhzwTDKqMYXMNrce4e/w5X135xkjEnF11GqHXggyLnuwdcJ6mpjTOfnZrW/5pd6j9/z+7f/7fpu2671v72vd+DJ33Ls/n6OuSfIx7Ef30jAfGBJkBpERERERERERCQEPB4vr9gKvvPnl3jnNx7nb4/tDwhQzZqawSfefB5/+NIVvPWqOQpQiYiIyOjnPPOUoLefcX5tZcWRqGbELj5/clce6mRlI/uPVEe3oDCIzZkS7RJERGSUM8a8yxjzd2PMW/pY0vnL5HS3hkG7/G/n9XHMvF7rIuVxYJYxJqrzg4fdicrfPeqz+EJMXwH+n7W2bKDjrLUtwHP+f980xswB3ge8DdhqjPmWtfarg63DWntjPzW6gM7U33FgLr6E3SFrbUDrMWttpTGmHF9YaQZwAFjg393XN8ge/9vu8fvhHDN/EMcs8B+zrY81IiIiIiIiIiIyDFV1LTz54jEe33aU8qqmgP0xLierzp3EtRdNZ9bUzChUKCIiIjJ8DqeTruFwHnfQNZ7WJqqe+WvEahqJvMwkFszIYdfBSgCeevkYc6ZlRbmqkZtwy2epe3kDyXNWEpOSEe1yRERk9JuMb3LaVCDYL/E7/G83dNv2MPAW4CbgD90XG2Oy8TVFagGeJLK+AtwI/MUYc4u1tj7C1wdGNs7vk8D3gG+OpHhr7T7gY8aYrwNfxRfM+uoI6urug0AhUAk8Dazzby/p55iT+EJUE/GFqAoGOKZzZmV+t22DPWYigDGmc96kx1rb1wzMHseIiIiIiIiMLxpbICKR5/Z3nXrshSO8uLccj8cbsCY7PYGrLiziymVFZKTGR6FKERERkRBwdOtE1cc4v9oXH4pUNSFx6ZIpXSGqzTtLeM8NC4iPdQ1w1Oj+2zN51hKSZ2kojYiIDNofgM8AFxpjPgt81z+xDWPMTcDngFbgW92OuQ84ClxjjHmftfbX/vWJwO+AZOCn1trKiH0UgLX2qDHmWuAZ4LgxZgtwCuirhabXWvuuUNcxkhDVPGvtoVAVYq09DdxpjPlxKM5njLkEuMt/87PW2iZjTLL/duDLCc/obGGW4n870DGd653GmCRrbdMQjul9jeYga/s6pl/GmPcB7x3MWiBhkOtERERERETCJDC4ICISLqeqm3nyxaM8/uIxKmsCH45xOuD8ORO4clkhF8yZgMvlDHIWERERkbHD0S1ERR/j/Ko3/rPH7eS5K2ncuwWA3Os+MtgrDae8YVmxYBK/vGcXLW1uGls6ePG1MlYtLhj4wKjR370iIhJa1tpjxph3AX8Cvg28wxizGyjCN7WtHXirtXZ/t2OajTF3AI8CvzLGvBcoBi4EJgEvA5+P6AcCGGMmAr/Hd2ciDbiqj6Ve/xovMHpCVKEMUPU678GRnsOfTvsXEA/8wlr7O/+u4P1Jg+u8NxnOY0ZyjYFMBM4bwnlFRERERERERMYtj8fLS3vL2LD1CDtfryBI0ylyMxO5fGkhly+dSk5GYuSLFBEREQkX55kOTd4+xvn1lrXmNhIL54PTScrclYO8UOSCQonxMVy4cBJPv3wcgKe3Hx/lISoREZHQs9b+3Rhj8XWkWgNcj29a29+Bb1trdwc5ZqMxZim+EXoXA3OBw8Bvge9baxsiVH533wFm4Lsz8TxwBGiLdBEj6UQ1Khlj7gR+CLiAnwIf7ba7c+xgf4+Cde7r/KYY6JjO7R7OdJ4a7DG9r9FfR6jexwzkJLBjkGvPZfDhLBERERERERGRMeXlfeX86eG9HDlZF7DP6XSwbF4+VywrZLHJw+Uc3SNeRERERIbD4ey/E1VHfVWP2zGZ+cRk5pOWNTHcpY3IJRdM6QpR7bAVVNe1kJmmASwiInJ2sdbuAN40xGNeA24JT0XDcgXQAVxprX0mWkWEJURljFmFrwtSGgP07bTW/m+IrhkD/Ax4H75k2uestd/ptazE/7a/e3yT/G9LB3lM5/pya23nvc4SfB//QMeUAlhr640xdUCaMSbPWlsxiLr65Z9b+evBrDXGNAJJg1krIiIiIiISHgotiEjoHSur4w8P7eXlfeUB+/Kzk7hiWSGXLplKlp5oExERkfFugE5UlRt+1eP2lPf+CIdj9P+dtmBGDrmZiZyqbsbj8fLcKyXcsGZGtMsSERGRocsAbDQDVBDiEJUxJg3YAKwYwmEjDlEZYxKB+/Al05qBO6y1/wmydC++5Np0Y0yCtbal13lygDx8HaU6xxXu8r+d18fl5/Va1/n++iEesxtY6d8XLEQV7BgREREREREREemlsbmdux/dx4atR/D0mtu3fH4+162awbzp2TjVdUpERETOEg5Ht05UnsBOVC0nbM/1MbHhLikknE4HF583mX8/dQCATTtPKEQlIiIyNh2m/6lyERHqEW7fBC7E9xLio/jmFG4c4N+IGGNcnAlQnQIu7iNAhT809TQQD1wbZMnN/tofsdZ2xvA3A3XAcmPMpCDHdLY3e6jbtof9b280xvR4NM4YE4tvBmVfx9zU+wLGmNnAfKAceDlIDSIiIiIiImOcd+AlIiKD8NLeMj74f0/z0ObDPQJU82dk8+NPXMwX3rGMBTNzFKASERGRs8sA4/xicyZ3vZ+ycO0ILhT5+1irzi3oev/1YzWUnW6MeA0iIiIyYncD04wxV0SziFCP87se3yPf77TW/inE5+7LF/AFqBqAtdbaPQOs/7F//Q+MMTuttQcBjDELga/713y7c7G1tsUY8yvg08AfjTFvsNY2+I95C74QVQXwu27HPG+MeRFYCnzDGPNFa63XH/j6MTAFeNA/Y7LTH4DPAu81xjxqrX3If40s/z6A/7PWdgzpsyMiIiIiIiIichbwer38/XHL3x/v2UVhYnYy71g/l+XzJ46JkTQiIiIi4eDoFqLyBulE5W6s6Xo/Ze7KSJQUMkUT05icl8KJigYAXjtUSX52cpSrEhERkSH6HnA18C9jzDfwTcE7DvSZjrbWBt6pGaFQh6gmAAcjFaAyxmQCn/LfLAU+Z4zpa/lfrLWPWWs3GGN+AXwQ2G2MeRpwAWuBOOBz1trtvY79mn//5cAhY8wmYDKwDGgB3mStbe51zNvxddr6PPAGY8xrwGJgBr42ZO/rvthaW2aMeR/wV+ABY8wWfJ211gBZ+LpW/WRQnxgREREREZExR8EGERker9fLgeM1/OMJy0t7y7u2x7ic3Hr5LN6wdiaxMa4oVigiIiIyCjjPPCXodQe+Xr97iMqVnB6JikLG4XCQm5HYFaJqd/fT6Vh/eoqIiIxWT+KbKpcGfNf/rz9eQp95CvkJywD3gKtC52Igxf/+LP+/vrwMPOZ//8P+2x/wn6MFeAH4vrX2gd4HWmubjDFrgc8At+IbBVgJ3AP8r7V2V5Bj9hljLgC+AqwD1uNLyf0Y+Ja1tiLIMf8wxpzAF7xaAcQCh/B1yPqFulCJiIiIiIiIiPjUN7Xx7PYTPL7tKEdO1vXYNzkvhc+9bQlT89OiVJ2IiIjI6OKMT+p639PSs6GDp70Vb1tL121XcsYIrqRR7SIiIjIsF3V7P2qx51CHqB4A3m+MmW6tLQ7xuQNYa//LMD551lovvhF5fxhobbdjGoEv+/8N9pijwDuHWNtmfC3KRERERERERESkG4/Hy2vFlTz+wjG27i6lvSOwa/u5s3L5zFsvICUpLgoVioiIiIxOrsSUrvc9zfU99nXvQgXgShrbQfSX9pZRmJ/K3GnZ0S5FREREBm9ttAuA0Ieovgq8AfinMeYWa+2REJ9fRERERERERETOMlV1LTz10jGe2HaMk6cbg66ZOy2LK5cXsea8ybicmtMiIiIi0p0jLrHrfU97S4997sbarvediak4XCN5+jA698Oc3e7/vbS3nJf2lvOdD13EvOmRDVKlLFhDw+7nInpNERGR8cBaOyp+gYY0RGWtPW2MuQnYDBw0xljgFBD4skAfr7X20lDWICIiIiIiIiIiY9v+o1X8/oE9lFc10tzqprm1I+i69JQ4LrlgKpcvncqUCakRrlJERERk7HDGxne9721v67GvvfJE1/sxqWOze9OKBRPZvr+ix7b7Nx6KeIgq+9K34XV30FFbSWuJ7bnTq1GHIiIiAMYYl7XWPRrPG9IQlTFmNvAQvpi5A5jj/9cX3VsQEREREREREZEupZUNfOonm/rc73DAYpPHFcsKWTo3n9gYZwSrExERERmbHDFnRh1721t77GstPdj1fvzEGRGrKZSuXF7EzMkZbNpZwj3P+D6ebXvKOF3bTHZ6YreV4e2U5UpOZ8KNn6C9poLjP/9AWK8lIiIyhu0yxnzCWvtYqE5ojLkR+A5gRnKeUI/z+xaQBTQB9wNHgLb+DhARERERERERkbOb2+Nl+75yHt5ymB22Iuia3MxELl9ayKVLppCXmRThCkVERETGNkfsmRCVp6PnU3fNx/Z0vR8/aWbEagq1GZMzKJqUzqadJVRUN+PxeHnyxWO86fIRPZc6PJouLSIi0p8qYIMx5ingq9barcM5iTHGCVwLfBJYCfT9qrxBCnWI6iJ8oaml1tq9IT63iIiIiIiIiIiMI7UNrTy+7SiPPn+EiurmoGu+++GLyEpLIC8zCadTz0aJiIiIDIcjpvs4vzOdqDrqq3qM80uYPDuidYWay+ngimWF3P3ofgAe23aUmy85B5dL3UtFRERGkTXAZ4AvApuMMXuAu4EN1trX+jvQGBMHLAWuAt4GTMSXU/o08IORFhbqEFUysE8BKhERERERERER6UvpqQbue+4QT750jPYOT8D+KRNSuPai6VxywRQS4kL98JWIiIjI2cfZrROVt1snqhP/73+63nfExBGXNzWidYXDZUun8rfHLR6Pl1PVzTy89TDXrRqbYwpFRETGI2utB/i2Mebv+Ebw3QJ827+tDtgDHARq8E3CywBygMnAYiAOX99HN/Bn4OvW2uJQ1BbqR6EsvsJFRERERERERES6eL1e9h6u4r/PHuTFvWV4vT33O50OVsyfyNUri1gwIweHQ12nRERERELFERvYiaqj7jSeprqu7c748TEyOTs9kTWLC3hmu6/D1sObD7P+oum6fykiIjLKWGuPALcaY/4X+AhwM5AFXOj/1/3Ro+6/yE8D/wB+GKrwVKdQh6j+H/AzY8zt1tq7Q3xuEREREREREREZY9xuD1t3n+S/zx7kwPGagP2ZqfGsW1HElcsLyU5PjHyBIiIiImcBR8yZTlSedl8nqmM//2CPNUmzlkS0pnB6y7o5PLvjBF4vlFY2svtQJQtn5ka7LBEREQnCP+3u/caYD+DrNLUWmAbkAZlAC1CGr7HTFuBFa607HLWEOkT1S+AS4HfGmOXABuA40NjXAaFOhYmIiIiIiIiISPS1d3h4Zvtx/vPUAU6eDnxoaHJeCjesmcElF0whNsYVhQpFREREzh7Obp2oPK2NdNRXgaejx5rUBWsiXVbYTMhKYrHJY8f+CgAee/6oQlQiIiKjnLXWC+zw/4uKUIeojgJOIBb4gP9ff7xhqEFERERERETGGk1VEBk32jvcPPHiMf7z9AFOVTcH7F84M4cbL57JeSYPp1P/+UVEREQiITZrYtf77ZUltFUcDViTMGVOJEsKu3XLi7pCVFt3l1Lb0BrlikRERGS0C3WAaXK39wfzKJgeKRMREREREZGe0+1FZExqamnniRePce8zB6mqa+mxz+l0sGpRATdePIMZkzOiU6CIiIjIWSwmM7/bLS9l//hG1GqJlCVzJ5CVFk9VXSsdbi9PvXScCxx6alJERET6FuoQ1bQQn09EREREREREREYpj8fLa8WVPPXScbbuKqWlzd1jf4zLwSUXTOWWS88hPzs5SlWKiIiIiDM2HkdsPN724N2YCt7x3QhXFH4xLieXLy3kn0++DsBjLxzhgvTIXNuhPhIiIiJjUkhDVNbawN6fIiIiIiIiIiIyrtQ2tPLoC0d4/IWjVAQZ2RfjcnLFsqncdMk55GUmRaFCEREREenNERPXZ4gqftLMCFcTGZcvK+RfT72O1wullY20JblxRrsoERERGbWGHaIyxqRba2tDWYz/vBnW2ppQn1dERERERERGMb1IV2RMOHi8hgc3F7NpZwntHZ6A/cmJsVyxrJDrV08nOz0xChWKiIiISF8cMbHBdzhdkS0kgiZkJbHY5LFjfwUATS0dpES5JhERERm9RtKJ6nVjzJeB31prAx81GyJjTAzwEeDzQM5IzyciIiIiIiIiIiPX4fawdVcpD24qZv/R6oD9TgcsNnlcumQqy+blExc7fp+EExERERnLHH2FpbzeyBYSYeuWF3WFqJpbO0jR3VURERHpw0hCVE8BvwQ+aoz5BvAfa23bUE9ijMkA7sAXoJoO/HUENYmIiIiIiMhYNL4fsxcZk6rrW3j0+aM8+vxhquoCx75kpsZz1YoirlheqK5TIiIiImNAR+2p4DvGeYhqydwJZKXFB71PKyIiItLdsENU1to3G2MeBH4A/AX4iTHmX8AGYHN/I/mMMUXARcBVwI1APHAauMVae89waxIRERERERERkZF5/Vg1D24uZvPOUjrcgc3HTWEm6y+azoULJxEb44xChSIiIiISWuM7RBXjcnLZ0kL+9eTr0S5FRERERrmRdKLCWvt3Y8wG4HPAh4H3A+8DMMacBA4CNUATkIFvTN9kYIL/FA7//u8CP7LW1o6kHhERERERERmjHNEuQOTs1t7hYcurJTy0+TD2WODIvhiXk9WLC7j2ommcMyUzChWKiIiIyEjF5c+grexQtMuIiiuWFfLvpyIYonLoxQYiIiLDZYyZDVwLzAbSrbW3GGOSgZuBv1lr28N17RGFqAD8wafPGmPuAt4DvBFYBEzy/+vLLnwdrH5rra0baR0iIiIiIiIiIjI4Xq+XY+X11Da08tqh0zzy/BFq6gPHm2SlJXD1hUVcubyIjNT4KFQqIiIiIqGSseJ6Kv77g8AdIQ38jM5XyEzISmKxyYOTkbmeKzWLmIwJdNSUR+aCIiIi44AxJgn4JfAWfHcqHJxpmTkN+APwZWPMFdbasCTDRxyi6mStPQ18B/iOMSYbuBjfB5EHZAItQBlggS3W2gjdTRERERERERERkU4dbg/v+daTVNY097lmTlEW6y+azoqFE4lx6VX0IiIiIuNBytyVtJUfoWbrvT225934iRBeZfSOBly3vAj+G5lrORwOJr31fzn20/dF5oIiIiJjnDHGCdwPXAJ4gFeAQiDbvyQBaMeXQ9pojFlkra0MdR0hC1F15w9U3ROOc4uIiIiIiIiIyNA1tbTzxIvH+H/3vxZ0f2yMkzWLJ3PtRdOYMTkjssWJiIiISERkrLqFxtdfpL3yBLFZE0lffgPJZmm0y4qIJXMn8Mr9keuUFZOWE7FriYiIjAPvAC4FXgdustbuMcZsAi4EsNa+7B/ztwGYBXwC+HyoiwhLiEpEREREREREREaH07XNPLT5MI88f4TG5vaA/edMyWDFgolcsayQ9BSN7BMREREZz5wxcUx+zw/wtDbjSkyJdjkRFeNyEh8X4+th4bfDVnCeyYteUSIiItLpbfhaWr7JWrsn2AJr7WFjzC3Aq8B6FKISEREREREREZGBeL1e9h6uYsPWw2zdVUqHu+dYFZfTwerFBbztmrlkpydGqUoRERERiQaH03XWBag6xbgcPUJUf310n0JUIiIio8MC4KC19tX+FllrXzPGHACmh6MIhahERERERERERMYJt9vD1t0n+c9TBygurQ3Ynxgfw7oVRVy3ajo5GQpPiYiIiEioRW5c3nC4nM4et18/VkN7h5vYGFfYr+31egdeJCIicvZKABoHubaeMN3pUIhKRERERERERGQMq65rYePOEja9UoI9Vh10TXZ6AtetmsGVywtJToyNcIUiIiIiIqNDQnwM7qae2154rYxV5xZEpyARERHpdAKYZYyJt9a29rXIGJMMzAVKwlGEQlQiIiIiIiIiImNMU0s7L7x2kme2n2DXgVN4+nhR+6Jzcrjqwmksm5dPjMsZfJGIiIiIyFnC6XDg7rXtiW1HFaISERGJvieA9wGfA77az7r/xde16slwFKEQlYiIiIiIiIjIGNDh9rDDVvDs9hNs21NGW3vvp398XE4HKxdO4uZLz2HapPQIVykiIiIiZ7exN7Ju54FTlJ1uJD87OdqliIiInM3uAt4GfNEYkwb8FYgHMMYkAvOBjwBvBtqBH4WjCIWoRERERERERERGKY/Hy74jVTz3ygk27yylvqkt6LrczERmFKSzYsFEls6bSIpG9omIiIiIBHIEbvJ64ZGtR3jH+nmRr0dEREQAsNYeNsa8FV946qP+f50a/G8dgBt4n7XWhqMOhahEREREREREREYRr9fLoRO1/uBUCZW1LUHXpSTGsnLRJNaeP4U5RVk4nUGeERIRERERiajRfZ/UEZsQdPvj245y25WGhDg9dSoiIhIt1tp7jTHLgK8B6/B3ovJzA88CX7HWbg1XDWG7J2CMuRJYD8wG0q21S4wxGfjSYj+31laG69oiIiIiIiIy1ozuB9pFIqGiqolndhznmZePU3KqMeia2BgnS+fmc/H5kzl/dh6xMa4IVykiIiIiMnY545N63E6Ic9HS5qahuZ1Nr5Rw+bLCKFUmIiIiANbaXcCNxpg44BwgHWgEDllrG/o9OARCHqIyxuQB/wJW+Tc5ODMAuRD4CvARY8zV1tptob6+iIiIiIiIiMhY0dTSztZdJ3lm+3F2HQz+ejOnAxaek8uaxQWsWDCJZI3qExEREREZluTZy2k5+hoAjrgE1l4whUe2HgHgoc2HuWzpVBwOvchHREQk0owxdwDl1trHAKy1bcCePta+HZhlrf18qOsIaYjKGBMPPAYsAuqAJ4DlwCT/EjdQBWQBTxhjFlhrj4ayBhERERERERmLvAMvERkn3B4vrx44xTMvH2fr7pO0tbuDrptTlMWaxQWsXFRARmp80DUiIiIiIjJ4aeddQcuJ/bRVHCVn3Xu5Jm5yV4iquLSWvYermDc9OyzX9rY1h+W8IiIi48QfgU34MkcD+RBggNEdosJX6CLgBeB6a+0pY8wm/CEqa+1rxpjpwAZgBfA/wEdCXIOIiIiIiIiIyKhztKyOZ14+zjPbT1BV1xJ0zaScZC65YAoXnz+FCVlJQdeIiIiIiIxWGSvfQHPxKwAkmWVRriaQw+liwg0f77pdCCycmdPVFfZ3D7zG9z+6OizdqFqO7wv5OUVERMYiY8wEYF6QXRnGmEv6OdSB79f3fKA9HLWFOkR1K+AB3mKtPRVsgbW2zhjzFuAAcGWIry8iIiIiIiJjksYlyPjh9XopO91EY3M7zW0dFJfU8uz24xw8URt0fUpiLKsWF3DJBVMwUzM1PkRERERExqyEKXPIve5O2itLSF+2PtrlDMqtl5uuENWB4zXsP1LNnGlZUa5KRERkXGsD/g1kdNvmxReOemIQxzuA50JfVuhDVLOBfdbaw/0tstYeNca8DswI8fVFRERERERERKLG6/Xy6Z9uYv/R6n7XuZwOLpgzgbUXTGHp3AnExrgiVKGIiIiISPg4HA5SF1wc7TKGZMHMHOZNz2ZP8WkAfv/ga9z1kdVRrkpERGT8stZWG2O+Dvyg22YvA7/S1gs0AK8AHwhHbaEOUbnwFT0YbYA7xNcXEREREREREYmK07XNvOPrj+Pt55GRmZPTWXvBFNYsnkx6SnzkihMRERERkT6dPzuvK0R1+GQdTS3tJCXERrkqERGR8cta+yPgR523jTEeYLO1NqpJ5lCHqI4As4wxadbaur4WGWOy8c03PBDi64uIiIiIiIiIRIzX62Xv4So2bD3MxldKAvZnpyeQkhjb1XWqMD8tClWKiIiIiEh/rlk5jT9v2AdAa5ubx7cd5YY1M6NclYiIyFnlT4CNdhGhDlE9DHwS+C79t876if/aj4b4+iIiIiIiIiIiYdfU0s4zLx/nkeePcLSsPuia99wwn+tWzYhwZSIiIiIiMlRJCbG84eKZ3PvsQQD+8/QB1i0vIiE+1E+lioiISDDW2ndEuwYIfYjqe8A7gfcaYyYAfwXSAYwxc4D5wIeBi4B64Ichvr6IiIiIiIiISNgcOlHDI88f4bkdJ2hpcwfsz05P4MplhaxfPYOURI3/EBEREREZK65bPZ2Htx6mtc1NbUMb2/aUsea8ydEuS0RE5KxjjMkDkgBnr10x/u2TgfXW2veF+tohDVFZayuMMdcD9wM3ANd32/2a/60DaAButdYG9rkXERERERERERlFWtvdbHqlhEefP4I9Vh10zaJzcrhm5TSWzs3H5er9+I6IiIiIiIx22emJrFpUwJMvHQPg8W1HFaISERGJIGPMu4GvA3mDPGR0h6gArLVbjDELgU/hC1IVdttdDjwEfMdaeyjU1xYRERERERERCZWK6iY2bDnMYy8cpaG5PWB/SmIsly2dyroVRRTkpkShQhERERERCaXLlk7tClHtOlhJcUkt0wvSo1yViIjI+GeMuQT4zSCXVwIbwlFHWAb5WmtLgY8DHzfGJOMb6ddora0Nx/VERERERERERELl9WPV/PfZg2zdfRKPxxuw3xRmctWKIi46t4D4WFcUKhQRERERkXCYOy2LmVMyOHi8BoD7Nx7i47edF92iREREzg4f9L99Fvgy0Ay8BPwZ+Aa+EX7vAW4DjgHvCkcRYQlRdWetbQQaw30dEREREREREZHhcnu8vLinjPueO8jew1UB+xPiXKw5bzJXrShixuSMyBcoIiIiIiJh53A4uGH1DL731+0AbHzlBHdcPYfs9MQoVyYiIjLuLQfagdv9jZswxhwEllhrDwIHgWeNMbX4xvi9G/h1qIsYdojKGDM9FAVYa4tDcR4RERERERERkaE6WdnI5ldLePLFY5RWBr4GbEJWEtdeNJ3Ll04lOTE2ChWKiIiIiEgkrVw0iT8+tIfK2hY63F7+++wh3n39/GiXJSIiMt7lAEc6A1R+u4AbjDFJ1tom/7Yv4wtQvZnRFKICDoTg+t4R1iAiIiIiIiIiMmRlpxu599mDPLL1SND9c4qyuGHNDJbNn4jL6YhscSIiIiIiEjUxLifXrZ7B7x/cA8CGrYe5Yc0McjLUjUpERCSMOoDaXtsOAg5gNrADwFpbaYw5AMwJRxEjCTAN9hFEL9AExPe6nnsE1xYREREREZHxxKGQioSf2+Nl+75yNmw9zA5bgdfbc7/TAcsXTOTGNTOZXZQVnSJFRERERCTqrrqwiPueO0hVXSvtHR7+8YTlw7ecG+2yRERExrMyYGqvbZ2T7ebhD1H5tQLp4SjCOYJjpwX5NwN41r//D8BSIMFam2qtjcOXBPshvgDVQ0DCCK4vIiIiIiIi40XvNItICNU2tPLvp17nPd96gq//fhvb9/cMUCUnxHDLpefw689dxufetlQBKhERERGRs1xCXAy3Xm66bj/10jEqqpv6OUJERERG6Hkg1xhzR7dte/E1eFrXucEYkwnMAirCUcSwO1FZa4/23maM+SCwBvistfb/ghxjgf8xxhwEfgZ8FvjmcGsQEREREREREelLaWUD/3nqAM/tOEFbhydgf0FuCldfWMRVFxYRG+OKQoUiIiIiIjJaXba0kH8/fYBT1c10uL3c8/QBPnDTomiXJSIiMl79FngL8DtjzDXAW4FtQA1wqzHG4utG9XEgEdgcjiJGMs4vmPcDlcBd/S2y1v7SGPNF4G0oRCUiIiIiIiIiIVLb0MrWXaU890oJe4pPB+x3OR0snz+Rqy4sYuHMHBwaJSkiIiIiIkHExji5+ZJz+OU9uwB44sVjvPGyWWSnJ0a5MhERkfHHWrvRGPNd4DPAddbaNgBjzLeB7wJf8S91AF7gO+GoI9QhqpnAbmvtYOYwnAAWhPj6IiIiIiIiMhYpyCIj0NzawbbXTvLcKyW8YitwewIflshIjeeqFUWsW1FEVlpCFKoUEREREZGx5rIlU/nnE69TVddCe4eHe589yHuuH97TmwlT5oS4OhERkfHFWvs5Y8xjwJXdtt1ljEkC/gdIAaqAL1prnw1HDaEOUVUCM4wxMdbajr4WGWNSgLlAWYivLyIiIiIiIiLjXHNrB397bD/7DldR39RGZU1z0HF9ABNzkrlp7TlccsFkjewTEREREZEhiYt1cdPamfz2/tcAePT5o9xyySwyUuOHfK74glmhLk9ERGTcMMbMAg74w1HPdt9nrf2aMeabQA5wylrrDlcdoQ5RbQHeCHwL+HSwBcYYB/BzIAl4LMTXl//P3n1HR3Vdfxt/RkKA6FVCotdD79XgGjtOc3rv1U5503vixHYSpzr5pcdO770nduISG2N6Mb0cwHQQQohe1eb9YwZCsCQESBoJPZ+1WBfdu8/cLTwJYuY7+0iSJElSc5Ssy0BjtXQHjpxi5aYSvv6bJ6lm2NRZ3Tq14erxfbh2Ym+G9Oniln2SJEmSLtkzp/fnD//ZxKFjpykrr+Svj2/mjc8blem2JEm60vwJ6BBCmBxjLD3/YnqQU4MPaqrvENWXgRcDHwwhTAR+BqwBjgGdgAnArcAk4Ei6XpIkSZIkqVqnyytZvHYvjy7dydL1xTXWtc/NYebYQq6Z0JvRg3uQnWVwSpIkSdLla9u6FS+6bjA/+ec6AO6ft5UXXTeEzh0ufhqVJEmq0SBgR3UBqsZUryGqGOPyEMKbgR8CNwDXV1OWAA4CL4sxbq3P+0uSJEmSmiknBekcR46XsXT9Xhau2cuTcR+ny2qe0H3bi8YwrF9XBhZ2crs+SZIkSQ3i2VcN5I+PbuboiTJOlVXyrd+v4PY3T8t0W5IkXUmOAhl/ca++J1ERY/xVCGE+8GHguUDfcy5vJzWC6ysxxpo/PipJkiRJklqUfQdPsHB1EYvW7mXNllKqativr2fXXMYP7cmEkMf00QXktMpq5E4lSZIktTS5bVLTqH7+wHoAFq3dy6I1RUwbXVD3B/HDQ5Ik1eY7wF0hhA/GGL+aqSbqPUQFkJ4w9U6AEEJboCtwIMZ4uiHuJ0mSJEmSmp/dJceYv2oP81ftYfOuwzXW5bbJZsaYQq6b2IdxQ3uS5VZ9kiRJkhrZDZP7ng1RAdz7l9VMCHm0zsn40AxJkq4ES4B5wJdDCO8C5gNFwMmaFsQYP13fTTRIiOpcMcZTpL4xSZIkSZKq1bpbYaZbUCPZs/8YT6zYzdwVe9hWdKTGuq4d2zB1VC+mjy5g3NAebtUnSZIkKaO6d85l5MBurNt6AID9h07ytzlP8bJnDKvbAySrn7YrSZIAeABIAglgANC/ltpEurZph6hCCNdc7JoY45z67EGSJEmS1Py0KRxCx/E3cnzjYrpd88pMt6N6dvjYaZ5YsZvHlu1k445DNdb17tme6aMLmD6mgGF9uzpxSpIkSVKTcvc7ZnL7vfNZu6UUgD/8ZyPPvmogHXJzMtyZJEnN3hxSwaiMqu9JVLO5uG8q2QA9SJIkSZKaoZ7PfQc9n/uOTLehelJeCGDtZQAAmalJREFUUcnidcU8tnQnS9cXU1lV/csFAwo6cdXYQq4aW0C//I4kEganJEmSJDVNrbKzuP1NU3nb5x/h2MlyTp6u5IF5W3n5jXWcRiVJkqoVY7wu0z1AwwSY6vJqZxJYDFQ0wP0lSZIkSVIGVFUlWbu1lMef3MXclXs4frK82roBBZ2YNb6Qq8f1prBnh0buUpIkSZIuXYd2rXnuzIH87pGNAPx59mZuuXoQuW2cGyFJUnNXr3+bxxizaroWQmgHFAIvJrUvYXGM8YX1eX9JkiRJktT49h08wSOLd/Dw4h3sP3Sy2ppundpw7cS+XD+pDwMLOzdyh5IkSZJUf265ehB/m/MUp8oqOX6ynJd/4n5+87nnuK2fJEnNXKNFomOMJ4DNwJdDCLuAX4QQ3hlj/G5j9SBJkiRJkurHqbIKlscS5q/awxMrdle7XV+b1tnMGF3A9ZP7Mm5oT7Kz3KpPkiRJUvPXuUMbnn3VQP4ye/PZcw8u2MZLbhha8yK3LpckqcnLyFzJGOOvQwj3AG8BDFFJkiRJktQMVFUlWbW5hAcXbmfJ+mJOl1U+rSYrK8H4YT25dkJvpo8uoF1bP4ktSZIk6crzgmsG/U+I6uf/Wl97iEqSJDV5mdycdzcwIoP3lyRJkiRJdXDkeBn/WbKDfy/Yxp79x6utyeuay3OuGsgNk/vStVPbRu5QkiRJkhpX9865fOwNU/jiz5YAqQ+d/PLf63nts3z7U5Kk5iojIaoQQmcgAGWZuL8kSZIkSareydMVnC6r5FRZBSUHT/LQ4u3MW7mH8oqqp9XmtmnFlJH5XDWmkKmj8slplZ2BjiVJkiQpM6aPLqB757aUHj4FwO8e3kjo15UpI3tluDNJknQp6jVEFULIquVyAmgDDAe+ArQHHq7P+0uSJEmSpEtz8nQFd/5gAeu2Hqi1LpGAScPzuXl6fyYNzzM4JUmSJKnFys5K8NYXjOZLP1969txnfrSIn376mXTvnJvBziRJ0qWo70lU5XWsSwBJ4Gv1fH9JkiRJknQJ/vzY5loDVF06tuGmqf24efoA8ru1a8TOJEmSJKnpmjWuNyW3nOTH/1h79txvHopMHdWLHhnsS5Kk5iSE0A84FWPcV4fa0cDAGOM/6ruP+g5RJepYtw+4Pcb4UD3fX5IkSZIkXYQN2w7wx0c3sWjt3qdda9M6m9CvK8++agDTRhWQ06q2AdSSJEmS1DI9/+pB/xOienDhdh5cuJ1vdMtgU5IkNS/bgCeAa+tQ+2NgINCzvpuo7xDV9Re4XgHsBzbGGJP1fG9JkiRJklQH5RVVLF1fzF8fr3761CtuHMarbx5OVlZdPyslSZIkSS1XdnYWv7zrWbz2jn/XWJOs8q1RSZLOCCGc+2nNMy9CJkIICWoe4JQA+gODgAYZlV+vIaoY4+P1+XiSJEmSJKl+JJNJNu08xGNLd/L48t0cPVH2tJq++R156Q1DuH5SXxIJA1SSJEmSVFedO7Thuol9mP3krmqvny6vbOSOJEktUTqE9CAwNcbYpZa63sDtwE1AH6AY+DvwmRhjSQ1rJgOfAiYDXYEtwM+B/4sxll9Ej8OBVUD2OaeTwExSw5nqYmVd73cx6jVEFUL4MakpU1+sQ+23gdExxuvqs4f0Yw8FVgA/iDG+r5rrdwGfruUh7o8xPu+8NbnAe4DXkkq1HQfmAJ+LMa6ooY+MPekkSZIkSQLYW3qcx5/cxWPLdrK75Hi1NaMGdefF1w9h8vB8p09JkiRJ0iV69c3Dmb9qD2UVVU+7VlnpJCpJUqO4h1RG5XBNBSGEwcBcoBewGvgHMBH4f8CLQggzYow7z1vzfOBPQBapbfcOktp670vAM0MIz65rpiXGuCGE8H3gneecTlLzBKrzHQc+Vsfai1Lf2/m9kdQf9AVDVMDVwNB6vj8hhHzgb9Q+umtS+vhPqn/iLD/vMXOBfwPXAHuAfwF9gZcAzw8h3BJjfPC8NRl90kmSJEmSWq6jJ8qYu2I3jy3bxfptT9+uDyCnVRbTRvXiBdcMZviAbo3coSRJkiRdeQp6tOfHn3omm3Ye4q4fLvyfaxVVTw9WSZJUX0II7YHvAq+vQ/nPSGVZ7ogxfia9Phv4NvB24D7gOec8djfgl6SCTjfHGB855/wDwDOA9wNfvoiWPw78If37BPAoqWzNe2pZUwUcIzXcqfpPi16mSw5Rpac9va6aS/1CCJ+pZemZPQrHAPsv9f419DSe1B/ykAuUTgIqgVfEGE/U4aE/SSpA9S/gJTHGk+n7vZbUlKifhxCGxBiPnrOmKTzpJEmSJEktRHlFJUvXF/PYsl0sWbeXiho+5Tx6cHeun9SXmWMLaZ+b08hdSpIkSdKVrXOHNkwankd+t/+d91BZaYhKklT/0tv3vRT4AjCY1G5ng2qpv4bUtnkbgM+dOR9jrAwhvIdUjuXZIYSRMcZ16cv/D+hIaje4R85ZcyCE8EZgPfD+EMI9McY6/YWXztc8fk5fO4ANMcbHa17V8C5nEtUW4GXAsHPOJUlNaPrkBdaeGcH1l8u4/1khhK6kRnW9F2gDbAUG1lBbQCrctKYuAaoQQgdSSbdK4LYzASqAGOMvQwjPBV5JKlD23fSaJvGkkyRJkiRd2ZLJJHH7QR5dtpO5K3Zz9ET1w4v75HXgukl9uG5i36e9kC9JkiRJql+JRIJPvmkqyZ/ce/ZcdVv8SZJUD/oDvwcqgK8CPySVL6nJ89LHv56fPYkxlocQ/ga8G7gFWHfemj+d/2DprflWkxqkNAVYdCnfRIxxwKWsq2+XHKJKB4LeS2rE1hnXktoeb0UtS8+M11pOapu6+vBe4CPALlJ7Jk4C7qih9sxWfkvr+NjXkAo3LTx/+720P5AKUd1COkRFE33SSZIkSZKav/KKKlZs3EfccZC5K/awu+RYtXVdOrbh2gl9uG5SHwb37kwikai2TpIkSZJU/wYWdmbLOV+fOl2RsV4kSVe0cuCnwBdijBtDCAMuUD8mfVxVw/W16ePYc86NrsOaMek1zTrPcjmTqIgxPgQ8dObrEEIVsDrGeP3lNnaRdgEfAr4bYzwZQphUS+3E9PFgCOH7wA1An/Rj/JHUE+vwOfWX8gTySSdJkiRJqjfJZJLte4+ycE0RD8zbysGjp6uta52TzfTRvbhhcl/GD+1JdnZWI3cqSZIkSarOqbLKTLcgSboCxRh3A2+6iCW908fdNVwvSh8LAEII3YBcoCrGWFSXNZcqhNAb+CCpnd+6kMo01fTJ0GSMcfDl3K86lxWiqsabgOJ6fswLijH+8CLKzwSs3g+UAPNJBagmAR8FXhxCuPac//h1fQL1Oudck33SSZIkSZKah1OnK1gW97FsfTFPxn2UHj5VY+3YIT24flIfrhpbSLu2OY3YpSRJkiSpLk6XG6KSpCtQ2xDCsouo/36M8b6aLoYQZpPaAa4uusYYD13Evc9onz6eqOH6yfSxw3n1J6uprWnNRQsh9Cc1UKgnNQenzpW81HvVpl5DVDHGn9Xn4zWQM5Oovge8P8Z4GiCEUAj8Fria1Kizm9N1dX0CZYUQ2sUYT1zEmgZ70oUQbgNurUst0LaOdZIkSZKkBlRZlWTtlv38Z8lO5q/aU+MnlXNaZTGkTxeG9evKs68aQO+el/z6hCRJkiSpEWwvOkLJwZP07Jqb6VYkSfUni/9mUOriQkNzSqh5WM/5qi7ivueqa6r3zIj7i0kBX85Y/NuBPOAoqczOemrP0DSISw5RhRDenP7tH2KMR887V2cxxh9fag+XaCQwAFgTYzybTIsx7gkhvAbYADwzhDAixrieS3tCNIUnXQEX9z9WSZIkSVIGJJNJNu08xJzlu3lixS4OHKl+qz6AIX27MH10L26a2p9unfw8jCRJkiQ1F+UVVdz2xUf48ruvZkifLpluR5JUP6qAFRdRX9POZADEGF92Wd3UzdH0saZU75nzx86rr+3FyPPXXIpnkZou9cwY46LLeJzLcjmTqH5I6huYy3//0M6cuxiNGqJKB75W13BtZwjhSWAWMIVUsq2uT6Aq/jt5qik86YqAJ+tYO57LSwRKkiRJki7SzuKjzFm+m8eX76Jo//Fqa9q3bcXkEb2YNCKPCcPy6NKxTSN3KUmSJEmqL+UVVfzo72v4/DtmkkjUZaciSVITdyrGOCnTTVyk3aQG8tQ0FaswfdwDqYxNCOEI0CmEkBdj3HehNZeoJ7AukwEquLwQ1Q5Sganyas41ZzvTxzNb7J0ZlXahJ1BxjPHMuLSMP+nS+2jWuJfmuUIIx4F2damVJEmSJF28ysoq1jxVyqFjp9l38ATzVu3hqV2Hq63NzkowIeRx/aQ+TBtdQJuc7EbuVpIkSZLUUNY8VcqyDfuYPCI/061IklqmVcAtwKgaro86p+6M1cDM9LXq8izVrblYJUDOZayvF5ccoooxDqjLuaYkhDAS+BBQFWN8aw1lfdPHM2GqM/+RL+YJ1FSfdJIkSZKkRnb42Glee8e/L1g3alB3rp3Qm6vGFtK5gxOnJEmSJOlKkt+t3dnRDT/951omhDyys5xGJUlqdPcDnwReFEK4M8Z4dlBSCCEHeEH6y3+et2Ym8BLgsXMfLIQwHBgNFANLL6Ovh4HXhRAGxxifuozHuSwZ28IthNA1hDChkW97AngT8JYQwtBqehoKzACOA3PSp+cCR4DpIYTC89cAZ/akPP8JBKkn3f/89HOBJx2knnTn91VfTzpJkiRJUiOorEoyZ/ku7vrhwloDVAMLO/HG547kR7ffxBffNYtnXzXQAJUkSZIkXYFGD+5x9vfb9x7lb49vzmA3kqSWKsa4AFgMjAE+dybTEkLIBr5BavDQP2KMa85Z9hNSuZlbQwjPO3MyhNAtfQ3gyzHGisto7S5SWZ2fhRB6XsbjXJbL2c7vaUIIlcDcGOO1dSh/COhDzVve1bsY47YQwgPAc4CfhhBeEGPcDxBC6AP8EcgGvhpjPJJecyqEcC/wkfSaF8cYj6XXvIZUiGof8KNz7rMghLAYmErqSXd7jDFZhyfdx0g96f4dY/xn+h71+aSTJEmSJDWgPSXHeGTJDh5dupPSw6eqrRk/rCehX1eumdCbfr06NXKHkiRJkqRM6NKxDddO6MPjy3cB8Kt/b+DaiX3o3jk3w51JklqgN5IaLPQJ4MUhhDXABGAwsBW47dziGOPeEMJtwK+Av4cQ5pHafu9aoBupAULfvMyebgZ+B7wN2BFCWEpqhmNZDfXJGOMbLvOeT1OvISogkf5VqxBCe6AQ6FLP96+LtwKPA1cBm0MI89PnrwNySQWpPnvemruA64GbgKdCCE+QCoBNA04Br4gxnjxvzRtpek86SZIkSVI9O3GqnHkr9/DIkh2s23qg2poOuTkU9GjPJ9801RfIJUmSJKmFesvzR7F84z6OHC+jrKKK3z28kXe+dFym25IktTAxxvUhhMnAHcCzgFuAnaSGAn0+xrivmjW/DSHsIpWBmQHkAE+Rytd8tx4GAt0LnNlasA2p7QOrkySVS0oCTSdEFUIYCfyLp4empoQQdtSyNEEqFNQW2Hip979UMcai9JPhw6S2zruBVHLtSeCHwM/O3fMxveZECOF64KPAK4HnAfuBPwGfiTGuquY+TfFJJ0mSJEmqB8lkkrVbSnlkyQ7mrdzDqbLKp9VkZyWYNa43N03tx6jB3WmVnZWBTiVJkiRJTUXXTm159c3DuffPqbcWH1q0nRddN4SCHu0z3Jkk6UoRY9xGHYYfxRi3A2++yMeeS2rnt4bwc/4bosqYRDJ56T2EEH5NKlR0KaqAN8QYf3XJDahehBCOA+3atm3LypUrM92OJEmSJDVZJQdP8ujSHfxnyU6KSo9XWzOgoBPPmNKP6yb2oUvHNo3coSRJkiSpqdhy90vO/r7zjBfS/YbXUV5Rxdu/9B/2HTgBwHWT+vDBV0/KVIuSpEswbtw4Tp06BXAixmgS9gpyudv5fQB4MP37BPBjUtOlvlDLmirgGLAqxvjUZd5fkiRJkqQGVVZeycI1RTyyeAcrNpVQ3WeR2ufmcO2E3tw4tR9D+nQhkbjgh70kSZIkSS1QTqssXnNz4P9+sxyAx5/cxUuvH0r/gk4Z7kySJF1WiCrGuBf42ZmvQwg/BvbFGH9W8ypJkiRJkpq2ZDLJpp2HeGTJDuYs383xk+VPq0kkYPzQntw4tR/TRxfQOic7A51KkiRJkpqbayf25Y+PbmZn8VGSSfjlv9fzyTdNy3RbkiQ1CSGE4cDzgOFA5xjjy0II7YGXAr+OMT79xdp6crmTqP5HjDGrPh9PkiRJkqTGVHLwJE+s2M1/lu5gx96j1db06t6OG6f04/rJfcnr2q6RO5QkSZIkNXfZWQle9+zhfP6nSwBYuGYva7eUMmpQ9wx3JklS5oQQ2gHfA15Daje8BHBmX4CBwE+AT4cQntlQO9/Va4hKkiRJkqTmpvTwSeat2sPcFXtYv+1AtTVtWmczc2whN07tx6iB3cnKcrs+SZIkSdKlmz66gCF9u7B55yEAvvX7FXzrQ9eR08opx5KklieEkAX8DbgBqAKWA/2BMwnjtkA5qTDVnBDCuBjj/vru45JDVCGEOfVw/2SM8dp6eBxJkiRJkurswJFTzF+1h7kr97BuaynJZPV1Iwd248Yp/Zg5rpB2bXMat0lJkiRJ0hUrkUjw5ueN4hPfmwfA7pJj/GvBNp5/9eAMdyZJUka8CXgGsBF4SYxxbQjhCeAqgBjj0vQ2fw8Aw4APAJ+o7yYuZxLVrHq4fw0vU0uSJEmSVL8OHjnF0vXFzFm+m5WbS2oMTvXq3o6rx/fmxin9KOzZoXGblCRJkiS1GGOG9OCaCb2Zs3w3AH94ZBM3Te1Pbhs3E5IktThvIJUhekWMcW11BTHGrSGElwErgVtoYiGqu+qtC0mSJEmSGsDhY6fPTpxa89R+qmoITuV1zeXq8b2ZNa43g/t0JpFwuz5JkiRJUsN76/NHs3DNXsrKKzl07DS/eSjy5ltGZbotSZIa2xhgc4xxZW1FMcY1IYRNwKCGaOKSQ1QxRkNUkiRJkqQm5+iJMhasLuKJFbtZtXk/VTUkp/K6tWPW2EJmjitkaN8uBqckSZIkSY2ua6e2vOCaQfzhP5sA+Nvjm3nmtH70yeuY4c4kSWpUbYHjdaw9CjTIi7nOgpQkSZIkNWtHjpcxZ/kuSg+fYuuew6zYWEJlDcGpnl1zmTIin1njezN6UHeDU5IkSZKkjHvFTYE5y3dTfOAEVUmYt2oPr7gxZLotSZIa0y5gWAihTYzxdE1FIYT2wEhgd0M00WAhqhBCHtAOyKrmnu2APsAtMcbbGqoHSZIkSdKVq/TwSWYv28VP719Xa133zm2ZOa6Qq8f3JvTranBKkiRJktToavu3aJucbG6c2o9f/XsDAL/81wZDVJKkluZh4Dbg48CdtdR9htTUqkcaool6D1GFEN4KfBbIq+MSQ1SSJEmSpDo5caqc+auKmP3kTlZt3k+y+oFTdOnYhlljC5k1vjcjBnQjK8vglCRJkiSp6bpuYp+zISqAf83fyrOvGpjBjiRJalRfAd4A3B5C6AT8CmgDEELIBUYD7wFeDZQDX2+IJuo1RBVCuAH4fh3L9wMP1Of9JUmSJElXnorKKp6M+5i9bBeL1hRRVlFVY+3LbxzGuKE9GDWoB9kGpyRJkiRJzUR+t3YMLOzE1j1HAPjun1Zx6OhpXnXz8Ax3JklSw4sxbg0hvI5UeOq96V9nHEsfE0AlcFuMMTZEH/U9ieqd6eNs4NPASWAJ8HPgc6S28Hsb8CpgB/CWer6/JEmSJOkKkEwmiTsOMnvZLuYs383RE2XV1uV3a8d1k/owbVQvhvTp4lZ9kiRJkqRmKZFI8O6Xj+cDX59z9tyvH4oU9OzAdRP7ZLAzSZIaR4zxzyGEacBdwLNIT6JKqySVRbojxji/oXqo7xDVdFJjs14bY9wDEELYDEyJMW4GNgOzQwiHSW3j91bgvnruQZIkSZLUTFVWJXli+S7+PHvz2U/fnq9juxxmje/N9RP7MnxAV4NTkiRJkqQmL1nTfvTnGNq3K1/6f7P46Lfnnj33p0c3cfX43k5bliS1CDHGVcCLQgitgaFAZ+A48FSM8Viti+tBfYeoegDbzgSo0lYBLwwhtIsxnkif+zSpANWrMUQlSZIkSS1WMplk3dYDLNtQzB/+s6nGupxWWUwb1YvrJ/VlQsgjp1VWI3YpSZIkSVLjGDmwO29/0Rju/ctqALYVHeH+uVt4/jWDM9yZJEkNL4SQAG6MMT4MrD3n/OtCCAC/jzGebqj713eIqgI4fN65zaT2JRwOPAkQY9wfQtgEjKjn+0uSJEmSmoGi/cd5dOlO5izfxZ79x2usGzukB9dP6sOMMYW0z81pxA4lSZIkScqM584axLptB5izfDcAP3tgPVNG9qKgR/sMdyZJUsMJIYwH/gr0CSEUxhj3nXP51cAzgTtDCC+JMa5oiB7qO0S1F+h33rkt6eMo0iGqtNOkxm5JkiRJklqAqqokT8Z9/HPuFpZt2FdrbejflXe/fDz9e3VqpO4kSZIkSWo4F7sV/a0vHMPKTSUcPlZGWXkl3/z9cu5++0yy3NZPknQFCiEMAeYAHYBDQBfg3BeRFwOjgYHAQyGEsTHGvfXdR33vf7AA6BlCeP0559aRmkT1rDMnQghdgWH87zcsSZIkSboCbdp5kG/+bjmvvP0B7vrhwqcFqKp7Hfn2N00zQCVJkiRJarE6d2jD21889uzXa54q5aFF2zPYkSRJDerjpAJUfwH6xBg3nnsxxngHMBT4E9AD+GhDNFHfk6h+ALwG+FEI4bnA64BFpFJirwwhRFLTqN4P5AJz6/n+kiRJkqQm4OCRUyxYU8QTK3az5qnSamv65HXgxin9uHpCb3p2yeVNn32I0sOnePXNw+nSsU0jdyxJkiRJUtMya1xvnhi7m/mrigD4zh9XUllZxXNnDcpwZ5Ik1btnAEeBN8YYT1RXEGM8FUJ4G/Ac4BZS2aN6Va8hqhjjnBDCl0glvp4fYywDCCF8AfgScEe6NAEkgS/W5/0lSZIkSZlz4Mgp5q/aw9yVe1i3tZRk8uk1WQmYNrqA584cyNghPf5nO4OffvpmyisqyWmV3YhdS5IkSZLUdN32orGs3FjC8VMVANz7l9WMGNidQb07Z7gzSZLqVQGwKsZ4tLaiGOOh9ACnkQ3RRH1PoiLG+PEQwoPAzeec+0oIoR3wQVLjtw4At8cYZ9f3/SVJkiRJjef4yXLmrtzNY8t21RicAhjevys3Tx/AlJH5dO5Q85QpA1SSJEmSJP1Xt05tecPzRvHdP648e27O8l2GqCRJV5oDpLbpq4sOQLXTqi5XvYeoANLhqNnnnbsrhHA3qW+6JMZY2RD3liRJkiQ1rKqqJGu27OfhxTuYv3IPZRVV1db17JrLjNEFTBvdi7FDejZyl5IkSZIkXRluntaf3z0cKT18CoD7523luTMH0bNrboY7kySp3qwBbgghXB9jfKymohDCdGAI8ERDNNEgIaqaxBgrgL2NeU9JkiRJUv04fOw0c5bv5v55W9hdcrzamryuucwc15tZ4woZ2rfL/2zXJ0mSJEmSLl5WVoJvfvB63v7F/3D0RBmnyir56f1r+fBrJ2e6NUmS6svPgGcAvw0hvC7G+ND5BSGE64BfAkng5w3RRKOGqCRJkiRJzcvJ0xUsWlPE48t382TcR1XV0/fr69iuNddN6sN1E/sYnJIkSZIkqVqX92/lTu1b86bnjeSbv18BwJzlu3nezEGMGNitHnqTJCmzYoy/DCG8Fngm8K8Qwg5gFXAM6AiMBvqT+gt1NvCThujDEJUkSZIk6ayDR07xxIrdlBw6yb6DJ1i2YR+ny56+G3siARNDHjdN7c/UUfnktMrOQLeSJEmSJDUXT/9Q0sV6xpR+PDB/K5t3HQbgVw+u53Nvn3nZjytJUhPxEuCrwNtIBab6n3e9itQkqnfFGKsaogFDVJIkSZLUwpVXVLI8lvDEyt3MXrar1tpundpyzYTePHfmQHp1b99IHUqSJEmSpKysBG947kg+dd8CAFZu2s8f/rORlz1jWIY7kyTp8sUYjwNvDyHcCTwXGAJ0B44DG4F/xxi3NmQPhqgkSZIkqQUqr6hi5aYSnlixm0Vrijh+qqLG2vZtW3HV2EKum9SHUYN6kJ3ldn2SJEmSJGXCuKE9Cf26EnccBODXD0amjupF/16dMtyZJEn1I8a4F/hRJu5tiEqSJEmSWogzwan5q/awYHURx06W11r/ihuHMbhPFyaPyHO7PkmSJEmSmoBEIsGtLxrDB78xB4CKyiq+/tvl3PPuq8nOzspwd5Ik1b8QQi5wI5ANzIkxHmioexmikiRJkqQr2IlT5TwZ97FgdRHL1hfXOHGqTetspozIZ9b43kwankfb1v5zUZIkSZKkpmhYv6586s3T+OyPFwGweech/vjoJl5xU8hwZ5IkXboQQm/gk8D2GOOX0udGAA8DBemy4yGEt8UYf9cQPfiquCRJkiRdYY6fTAWn5izfxbIN+yivqKq2rnWrLCaPzGfWuN5MGZFP2zb+E1GSJEmSpOZg6qhe3DS1Hw8v3gHAbx6KhP5dGT8sL8OdSZJ08UIIPYGFQCHwz3Mu3Zc+lwSOAp2AX4QQVsUY19d3H75CLkmSJElXgFOnK1iwpojZy3axclMJlVXJauta52QzaXgeM8cWMnVUL3INTkmSJEmS1AgS9f6Ib3n+aFZsKqHk4Ekqq5J8548r+cYHrqNd25x6v5ckSQ3svUBvYBPwfYAQwhBgFlAJXB1jXBhC+DzwMeD9wK313YSvlkuSJElSM1RVlaS8sopVm0qYs3w3C9cUcaqsstra3DbZjBvak5ljC5k+usCJU5IkSZIkXQHa5+bwoddM4mPfmUsyCXtLT/C9P63ig6+ZlOnWJEm6WM8BKoCbY4zb0ueemz7OizEuTP/+DuDtwA0N0YSvnEuSJElSM/Po0p18+w8ratymD6Bju9ZMGZnP1eN7M35YT1plZzVih5IkSZIkqTGMHNidlz9jGL97ZCMAs5/cxdRRvRgxoBs9uuRmuDtJkupsELDxnAAVwE2ktvF7+MyJGGN5CGErMKIhmjBEJUmSJElNXDKZZMvuw8xbtYf5q4rYXXKs2rr2bVsxc1xvrpvUh5EDu5OdVf9bBUiSJEmSpKblVTcP58FF2zl09DQAX/7FUlplJ/jUm6czcXhehruTJKlOcoFTZ74IIbQCrkl/Ofu82nakwlX1zhCVJEmSJDVRh4+d5pHFO3h48Y4ag1MAV40t4JoJfZg8Ip82OdmN2KEkSZIkScq07KwEowZ1Z97KPWfPVVQm+dE/1jAhXE8i4YesJElN3h5gYAghJ8ZYTipA1QE4ApzZyo8QQm9SU6u2NEQThqgkSZIkqQk5ePQUG7YdYOGavTyxYneNW/b16NyW2148lskj8t2qT5IkSZKkFu5Z0/v/T4gKYMfeo6zbeoBRg7pnqCtJkursMeANwJdCCD8F7iY1ber+GGMlQAghD/gFqazTfxqiCUNUkiRJkpRhh4+dZv7qIuau2M2ap/ZTVcMg4uH9uzJrfG+mjMinoEd7P0kqSZIkSZIAGD8sjzveOp2HFm1nweqis+d/+Pc13POea8jO8jUESVKT9iXgZcB7078SQHn6PCGEq0kFp7KBw8A9DdGEISpJkiRJyoDDx06zcE0Rc1fsYdVT+6mqITnVpWMbbp7enxun9KNX9/aN3KUkSZIkSWouJo/IZ/KIfJZtKObOH6R2Ptq88xAPLdrOs2cMyGxzkiTVIsYYQwjPBP4PGAtsAj4SY1yVLtlDKuO0GnhljHFbQ/RhiEqSJEmSGsmc5btYt/UAu/YdZfVTpTUGp7p2bMOwfl25ZkJvZowpJKeV2/VJkiRJkqS6mTQ8n2sn9OHx5bsA+O4fV3LVmAI6d2iT4c4kSapZjHEBML2Gy1uB8eeEqhqEISpJkiRJakCnyytZsm4vX/r50lrrunduy8xxhVw9vjfD+nYlyzH7kiRJkiTpEr3plpEsXlfEydOVALzrK4/yy7ueneGuJEm6NDHGKqBBA1RgiEqSJEmS6t2xE2WsfqqUhWuKWLC6iJOnK6qt69apDTPH9WbWuEKG9+9mcEqSJEmSJNWL7p1zecn1Q/nlvzcAcPhYGQ8v2s5N0/pnuDNJkmoXQsgD2gHnb9HQKn2+D3BLjPG2+r63ISpJkiRJqgdnJk79fc4WNmw/QLL6nfoAmDg8j5c/YxgjBhickiRJkiRJDeMF1wzmNw9FKqtSL1Lc++dVDOvXlf4FnTLcmSRJTxdCeCvwWSCvjksMUUmSJElSU1FVlWTd1lIeXbqTeav2cOJU9ROncttkM310AddN7Mu4YT3JNjglSZIkSZIaWNs2rfjhJ2/ivV+bzZHjZZRVVHHPr5bxtfddQ06r7Ey3J0nSWSGEG4Dv17F8P/BAQ/RhiEqSJEmS6iiZTLKz+CiL1u5l446DPLlhH2UVVdXWdu7QmrFDejJjdAFTRuXTtrX//JIkSZIkSY2rR5dc3v+qidz1w4UAbCs6ws8fWM9bnj86w51JkvQ/3pk+zgY+DZwElgA/Bz5Hagu/twGvAnYAb2mIJnwVX5IkSZIuYMfeIyxYU8TsZbvYte9YjXW5bbKZMaaQZ07rz8iB3UgknDglSZIkSZIya/KIfJ43cyD/nLcVgL8+/hTXTujDkL5dMtuYJEn/NR0oB14bY9wDEELYDEyJMW4GNgOzQwiHSW3j91bgvvpuwhCVJEmSJJ0nmUyyZfdhFqwuYv7qInYWH621fsKwntwwpR/TR/dy4pQkSZIkSWpy3njLKFZuLmFncerDYff8ahn/9/5ryW3j6xiSpCahB7DtTIAqbRXwwhBCuxjjifS5T5MKUL0aQ1SSJEmS1HB27D3Cw4t3MH91EfsOnKixblBhZ4YP6ErH9q2ZOrIXw/p1bcQuJUmSJEmSLk6bnGze9oIxfPr7CwDYXXKML/x0MXfdOsNJ2pKkpqACOHzeuc1AAhgOPAkQY9wfQtgEjGiIJgxRSZIkSWrRyisqWR5L+OfcLSzfWFJj3eA+nZk+uoBrJvSmsEeHRuxQkiRJkiTp8k0Iedw8vT8PLtwOwPKNJfz6wchrnjU8w51JksReoN9557akj6NIh6jSTgOdG6IJQ1SSJEmSWpwzwam5K3ezaO1eTpyqqLZuxIBuzBhTwIwxBfTq3r6Ru5QkSZIkSapf73jJOOavKuLoiTIAHlmywxCVJKkpWAC8OoTw+hjjz9Pn1pGaRPUs4BcAIYSuwDBgX0M0YYhKkiRJUotQVl7J8riPuav2sLiW4NTAwk7cPH0A00f3onvn3EbuUpIkSZIkqeFkZyX45Jum8rHvzAVg/6GT7Dt4gryu7TLcmSSphfsB8BrgRyGE5wKvAxYBh4BXhhAiqWlU7wdygbkN0YQhKkmSJElXrMrKKp6M+5izYnetwanWOdlMGZHPzdP7M35YTxKJRCN3KkmSJEmS1DhGDuxGp/atOXI8NY2quNQQlSQps2KMc0IIXwI+Cjw/xlgGEEL4AvAl4I50aQJIAl9siD4MUUmSJEm6YiSTSfbsP87S9cUsXV/Mui2llFVUVVvbpnU2k0fkM2tcIZOH59O2jf88kiRJkiRJV75EIkHb1tkcOZ76+kf/WMOgws688qZAXjfDVJKkzIgxfjyE8CBw8znnvhJCaAd8EOgAHABujzHObogefJdAkiRJUrN2urySNU/tZ+n6Ypat30dR6fEaa88Ep64e15tJw/MMTkmSJEmSpBYpOyvr7O+f2nWYp3YdZu2WUu557zV0bNc6g51JklqydDhq9nnn7goh3A30AEpijJUNdX/fMZAkSZLU7Dy2bCd/m/MUpYdPcfR4GZVVyRprW2VnMWVkPtdO6MOkEXm0be0/gyRJkiRJUst27cQ+/Pbh+D/n9uw/zhd+uoQ73jadNjnZGepMkqSnizFWAHsb+j6+eyBJkiSpWTh09DQL1xQx+8ldrN1SWmvtgIJOTB6Rz+QR+Qzp28UX/iRJkiRJks7xmmcNZ+a4Qor2H2fVphL+OW8rAKuf2s8d31/AZ26dQWtfT5EktTCGqCRJkiQ1WaWHT7JgdRHzVxWxdst+aho41bZ1NuOH9WTyiHwmDc+nR5fcxm1UkiRJkiSpmRlQ0IkBBZ2YProXx0+V89iyXQCs3VLK1379JB953WSyshIZ7lKSpMZjiEqSJElSk7LvwAnmr97D/FVFrN92oMa6Drk5PPuqAVw/qS+9urcjp5WfjpQkSZIkSbpYiUSC97xiAsDZINW8VXv4zh9X8v9eNo5EwiCVJKllMEQlSZIkKeP2HTjBvFV7mLtyNxt3HKqxrkfntswYW8g1E3oT+nX1RTxJkiRJkqR60Co7i/e8YgKHj5fx5IZ9ADy0aDtx+wG++cHrnUglSWoRDFFJkiRJyoh9B08wf9Ue5q7YQ9xxsMa6/G7tuGpsIVeNLWBY366+aCdJkiRJktQAWmVn8bHXT+FNn3mQ46cqANi+9yi/enADr3v2iAx3J0lSwzNEJUmSJKnRlBw8eXbiVNxec3Cqd8/26eBUIYN7d3bilCRJkiRJUiPIbdOKr3/gOj7/08Vs3XMEgN8/spEhfbowY0xBhruTJKlhGaKSJEmS1KD2H0oHp1bsZsMFglOzxvVm5rhCBhR0MjglSZIkSZKUAb26t+fz75zFR7/9BDv2HgXg/37zJOOGPpN2bXMy3J0kSQ3HEJUkSZKkeld6+CTzVu5h7so9rN92oMa6wh7tmTW+N7MMTkmSJEmSJDUZHXJz+PgbpvCer86mvKKKk6cr+Ok/1/HOl47LdGuSJDUYQ1SSJEmS6sXRE2XMXbmHx5/cxdotpTXWFfRoz6xxhVw9vrfBKUmSJEmSpCaqT15HXnjtYP7wn00A/GvBNkYN6s61E/tkuDNJkhqGISpJkiRJl+xUWQVL1hYz+8ldPBmLqahMVlt3Jjg1a1xvBhYanJIkSZIkSWoOXvXMwGPLdrH/0EkAvvm75eR1bceIgd0y3JkkSfXPEJUkSZKki5JMJonbD/LIkh08sWI3J05VVFuX360dV6e36hvUu7PBKUmSJEmSpGYmp1U2d7x1Oh//zlyOnSynrKKKO3+4gG996HryurbLdHuSJNUrQ1SSJEmSLiiZTPLU7sPMXbGbJ1buYd+BE9XWdenYhmvG9+baiX0Y2reLwSlJkiRJkiSAZvwayYCCTnzs9VO484cLqKhMcuJUBXf/eDF33jqdrh3bZro9SZLqjSEqSZIkSf+jrLySJeuKOXL8NKfLKzl45DQL1hRRtP94tfW5bbKZMaaQ6yb2YeyQHmRnZzVyx5IkSZIkSWpI44b15J0vGcc3f78CgC17DvO5Hy/iy+++huys5hsQkyTpXIaoJEmSJP2P2774H/YfOllrTSIBYwb34BlT+nHVmALatvGfFpIkSZIkSVeyG6f2Y+e+Y/xl9mYANu44xG8e3MBrnz0iw51JklQ/fKdDkiRJEntKjjF35R4eWbyj1gDViAHdmDW+kJljC+neObcRO5QkSZIkSVImJRIJ3nzLKEoPnWTOit0A/O6RjRT2bM8Nk/tluDtJki6fISpJkiSphToTnJq3cg9b9hyutmbyiHzatW3F4N5dmDW+kLyu7Rq5S0mSJEmSpCtAMpnpDurNm58/irjjIMUHTgDwzd+toEvHtkwMeRnuTJKky3NFhqhCCEOBFcAPYozvq6HmRuCjwDigHbAeuA/4UYzxaT/FhBBaAW8GbgOGAhXAYuBLMcbHarhHV+AjwIuA/sBB4CHgrhjj1hrWDAM+DVwN5AG7gN8DX4gxHrvwdy9JkiTVbM/+Y8xbuYe5K2oOTgGEfl15w/NGMmZwj0bsTpIkSZIkSU1d9865fO7tV/HBb8zhyPEyKquS3P3jRXz9A9fRN79jptuTJOmSXXEhqhBCPvA3UsGommreCXwHKANmp483AD8gFV56w3n1WcAvgFeSCkI9AnQHbgKeGUJ4W4zxR+et6Q48AYwAngL+CQxPP/aLQgjXxhhXnLdmKvAfoAOwCFgCXAV8ArglhHB1jLHmd7okSZKkapwNTq3cw5bdNf84OaCgEzPHFTJrXCF98nzBS5IkSZIkSdXr1b09d71tBh/77lxOl1VSVlHF7ffO4yvvucZJ5pKkZuuKClGFEMYDfwCG1FITgG8Bh4DrYowr0+f7AY8Crw8h3B9j/P05y95MKkD1JHBjjPFges0zSIWjvh1CeDjGuOOcNd8gFaD6IfD2GGNles0ngLuBX4QQxsUYq9Lnc4DfkQpQvTHG+LP0+Vzgt8DzgS8A77y0Px1JkiS1FMlkkh3FR1m4poj5q4rqFJyaObbQTwpKkiRJkiQ1lEQi0x3UuyF9u/D654zgB39dA8CBI6f56Lfn8um3TGNgYecMdydJ0sW7IkJU6W3zPga8F2gDbAUG1lD+USAL+MqZABVAjHFHCOFdwL+BD5HaQu+Mj6eP7z4ToEqv+U8I4evpe/8/Ulv3EUIYCLyK1NSq958JUKXXfD6EcAswHXgW8ED60quAAcDDZwJU6fqTIYQ3A9uBt4QQPhFjPFS3PxlJkiS1FFVVSTbuOMiC1UUsWFNE0f7jNdb279WRWeN7G5ySJEmSJEnSZbll1iAqKpL85J9rAdh/6CSf/N487n7HTINUkqRm54oIUZEKT30E2EVqUtMk4I4aap+XPv6pmmuPkJpQNSWEkB9jLA4hjAQGAUUxxvnVrPkDqRDVLekeAJ5NKqj1YIzxWA1rpqfXnAlR1dhXjLE0hPBouv5mUhOrJEmS1MKVV1SxanMJC9fsZdGaIg4ePV1jbf9eHZk5rjezxhmckiRJkiRJUv1IJBK86LrBnC6r4NcPRQCOnijnMz9axD3vuZrunXMz3KEkSXV3pYSodpGaHvXd9OSmSdUVhRDygZ7AKWDj+ddjjJUhhA2kAk5jgYeBMenLq2u49zogCQwNIbSNMZ46Z82qGtasTR/HnnOuLmtuSa8xRCVJktRCnThVzrIN+1i4poil64s5caqixtohfTozfUwBM0YX0K9Xp0bsUpIkSZIkSS1FIpHgVTcPp1+vTnz5F0uoSqYmUn3qvgV8+f/NokO71pluUZJajBBCAngQmBpj7FJDzUBgywUeqmeMcf95624ktfvbOKAdsB64D/hRjDF5ma03CVdEiCrG+MM6lvZOH4tq+Q9YlD4WnLdmdw33PhVCOAR0BfKAHRdaU809LnifGtZIkiSpBTh09DSL1u5l4ZoiVm4qobyiqtq6rKwEowd1Z8aYAqaNKqBnVz/pJ0mSJEmSpMYxc1whbz0yhu//NTWbYmfxUb7wsyXc8dbptM7JznB3ktRi3APcBByupebMYKJ1wPIaak6d+0UI4Z3Ad4AyYHb6eAPwA+Bq4A2X3HETckWEqC5C+/TxRC01J9PHDhe5putFrDn/Hpe6pkYhhNuAW+tSC7StY50kSZIayd7S4yxcU8TCNXtZv7WUqho+AtA6J5uJoSczxhQweUQvOrX3k32SJEmSJEnKjFuuHsThY6f53SOpTYFWbd7Pl3+xlI+/YQrZ2VkZ7k6SrlwhhPbAd4HX16H8TIjqmzHG++rw2AH4FnAIuC7GuDJ9vh/wKPD6EML9McbfX0rvTUlLC1FVXkTtmb/FG3LNuT8pVJ73dV3W1KYAmFjHWkmSJGXQ6fJKFq0p4sCRUxw8cpon4z62FR2psb5Dbg5TR/Vi+ugCJoSetG3d0n6slyRJkiRJUlP1mmcNZ9/BEzy2bBcAi9bu5Rf/Ws8bnzcqw51J0pUnvX3fS4EvAINJbdM36ALLzmRJltbxNh8llVX5ypkAFUCMcUcI4V3Av4EPAYaompmj6WNt+5qcuXasAdecX39mTbeLXFObIuDJOtaOp+7hLEmSJNWjvaXHedvnH7lgXY/ObZk+uoDpYwoYNag7rfzkniRJkiRJUjOSyHQDjSaRSPCeV0zgxKkKFq3dC8CfZ29maN+uzBxXmOHuJOmK059UeKkC+CrwQ2D9BdZMJLUd3+o63uN56eOfqrn2CKkJVVNCCPkxxuI6PmaT1NJCVLvTx1611Jz5m3vPeWsKqisOIeSS2sqvCthblzXV3OPMmm7pNTvruKZG6ZFrFxy7BhBCOA60q0utJEmSLk8ymWTrniMsXFPEorV72bK75m3J++Z3ZProXswYU8CQPl1IJFrOi22SJEmSJElXlmSmG2hUrbKz+NBrJvGOLz/K/kMnSSbhK79cSofcGYwb1jPT7UnSlaQc+CnwhRjjxhDCgNqK01vw9QDWAreFEN4IDCMVqpoD3B1jXHpOfT7QEzgFbDz/8WKMlSGEDcB0YCzw8OV/S5nTokJUMcYDIYTdQO8QwsAY49Zzr4cQsoHh6S/PJO5WpY81zZccmT5uijGequOaUefVnfn9mPS1xXVcI0mSpGYgmUyyaech5q/aw/xVRRSVHq+x9hlT+tI3ryPTxxTQu2eHRuxSkiRJkiRJqj9t27TizrdO52Pfmcuxk+VUViW5/b75vPZZw3nerEG0z83JdIuS1OzFGHcDb7qIJZPSx1HA/wFPAI+S2sHshcBzQwivjzH+Nl3XO30sijHWlAguSh9rGjTUbLSoEFXa/cCtwEuAe867dhPQGVgWYywCiDFuDiFEIIQQJp+buEt7Wfr4z3PO/YvUZKpnhxByY4wnz1vz0mrW3A+8Jt3XT84tDiF0B64nley78F4vkiRJyriqqiRx+0HmrdrD/NV7KDl4/o+E/9W7ZwduuXoQN03tR+uc7EbsUpIkSZIkSWo4/Qs6cdetM/jYd+ZSXlEFwC//vYG/P7GFr7z7agr9EKGk5q1tCGHZRdR/P72rWLVCCLOBa+v4WF1jjIcu4t5nTEwfNwDPjzFuSt87C/gYcDfwkxDCovRgovbp+hO1POaZN0Ca/f+pt8QQ1XeANwO3hxDmxBgXw9mRZd9O13z+vDXfAL4L/DCE8MwY4770mhuA9wKnga+dKY4x7g4h/BF4OXBvCOGtMcby9JqPkxpjtopUcOqMvwLbSaX6bjvzP5z0doE/IvXE/FaMcX/9/DFIkiSpvlVWJVm3pTQ1cWp1EQeOnKqxNvTvyvTRBUwb1Yu++R0bsUtJkiRJkiSp8Qzr15X3vmICX/vNk1RVpYaYHDlextd/u5wvvmsWWVmJDHcoSZcsi/+GkuriQpOaSoDddXysqou477nuIjXY52iMseTMyRhjFfD5EMJ04Bbg7cBHgcqLeOysS+ypyWhxIaoY46oQwieALwPz0km+k8ANpIJK98YY/3zesvuAZ5N6omwKITxGamLVNUACeG2Mcc95a94LTAZeD1wbQlgCBFJb9h0AXnXuqLMY48kQwuuBf5MKXt0KbAGuAgqBpcAn6udPQZIkSfWlorKK1Zv3M391EQtXF3Ho2Olq6xIJGDmwO1eNLeCqMYX06JLbyJ1KkiRJkiRJmXHtxD5kZyf40s//u+nP+m0H+PPszbz0hqEZ7EySLksVsOIi6otquxhjfFlt1+tDjLGCVBalJn8jlY2Zkv76aPpY25saZ64du7zuMq/FhagAYoxfSW/R9wFgGpAE1pGaUvWLauqrQggvAd4NvBG4GTgCPAR8Psb4RDVr9oYQpgGfAl4APJ/U/yB+CnwmPfbs/DVzQghTgTuA64CRwFbgB8BXY4zN/gknSZJ0JSivqGLlphLmr9rDwjVFHD1RXm1dVlaCMYO7c9XYQmaMLqBrp7aN3KkkSZIkSZLUNMwa15sxd/Xgy79YyqrNqc13fvHAOgYWdmLS8PwMdydJl+RUjHFSppuoZzvTxzPb+J2ZjNWrljWF6eP5w4eanUQymbxwla5oIYTjQLu2bduycuXKTLcjSZLUJJVXVLJswz7mrdrDkrV7OX6qotq67KwE44b1ZObYQqaN6kXnDm0auVNJkiRJkiQ1BVvufsnZ33eZ+VK6XfeqDHbTdBw9Ucb7vjabfQdPAtC1Yxvu+/iN5LZpkfM/JDVD48aN49SpUwAnYoztL1TfmEIIA0gN6zkcY+xSzfWvAIOAO2OMq6u5/hbgh8CfYowvTZ/bBfQGBp0/MCiEkA2UktrNrTDGWOu0rabOv4kkSZKkGpRXVLJ8YwnzVu5h0ZqiGoNTOa2ymDAsj5njCpg6shcd2rVu5E4lSZIkSZKk5qFju9bc/uZpfOgbcyirqOLg0dN8708ref+rJpJIJDLdniRd6SaT2hltA/C0EBXwuvTxgXPO3Q/cCrwEuOe8+ptIBaiWNfcAFRiikiRJkv5HMplkw7aDPLpsJ0+s2M3xk9Vv1dc6J5vJI/K4akwhU0bm065tTiN3KkmSJEmSJDVPAws788LrhvD7RzYC8NiyXeS0yuZdLx1HVpZBKklqQN8lFaL6YAjhPzHGR+HsRKkvANcCG4FfnbPmO8CbgdtDCHNijIvTa/oB307XfL5x2m9YhqgkSZIkYGfxUR5/chePL9/F3tIT1da0aZ3N1JG9mDm2kEnD82jriHFJkiRJkiTpkrzypmGs3VLK2i2lADy0aDs5rbK47UVjnEglSQ0kxviHEMK3gf8HPBJCWATsAqYA/YG9wAtijKfPWbMqhPAJ4MvAvBDCbOAkcAPQHrg3xvjnxv1OGobv+kiSJKnFKj18kjnLd/P48l08tetwtTWtc7KZMiKfmeMKmTIi3+CUJEmSJEmSVA9yWmXziTdO5XM/XsT6bQcAuH/eVvK7teNF1w3JcHeSdOWKMb47HYR6FzAx/Wsn8DXgCzHG/dWs+UoIIQIfAKYBSWAdqSlVv2ik1huc7wBJkiSpxVi6vpj/LNnB0RNlHDlexraiIyST1deOHdKDGyb35aqxheQanJIkSZIkSdJlqeFFqBauU/vW3HXrDG6/dx4bdxwC4Gf3r6N/r05MHJ6X2eYkqRmKMW4DLjjOL8b4J+BPF/nYfwf+fmmdNQ++GyRJkqQr3vGT5fxtzlP85qFYa92gws5cO7E3V4/vQ8+uuY3UnSRJkiRJktRy5bZpxaffMp13feVRDh8ro7IqyRd/voSvf+BaCnt0yHR7kqQWxBCVJEmSrli7S47xwLytPLx4OydPV1Zbk9+tHddO7MO1E3rTr1enRu5QkiRJkiRJLcMFh4K0aJ07tOFTb57G7ffO51RZJSdPV3DH9xdw99tnktetXabbkyS1EIaoJEmSdEWprEqybEMx98/dypNxX7U1vXt24DXPGk6v7u0Y0qcLiYQvYkmSJEmSJEmZFPp3472vnMCXfr4UgL2lJ/j49+bxtfdeQ+cObTLcnSSpJTBEJUmSpCvCydMVzFm+mz89uomi0uNPu94hN4cbp/bj5un96ZPXMQMdSpIkSZIkSarNrHG9KbnlJD/+x1oA9h04wYLVRTxrxoDMNiZJahEMUUmSJKnZqqxKsnJTCY8t28mC1UWcLnv6ln39enXkuTMHcsOkvrRt44+/kiRJkiRJUlP2ouuG8NCi7ezadwyA7/xxJbtLjvGyZwyjU/vWGe5OknQl810kSZIkNTs79h7h0aU7eWzZLg4cOfW061lZCaaP7sXzZg5i9ODubtcnSZIkSZIkNSN98zueDVEB/PXxp1i1aT93v+MqOrQzSCVJahiGqCRJktQsHDlexpzlu/jP0p1s3nmo2pr2uTlcM743L75+CL26t2/cBiVJkiRJkiTVi2sm9GbR2r1UVSXPntuy5zB3/mAhn7ltBu3a5mSwO0nSlcoQlSRJkpqs8opKlm3Yx6NLd7Jk3V4qKpNPq8nOSjB5RD7XT+rLlJH5tM7JzkCnkiRJkiRJkurLrHG9Gda3K9v3HmHxumL+vWAbAHHHQT5133w+8capdO+cm9kmJUlXHENUkiRJalLKyitZHvcxd9UeFq/dy4lTFdXWDe7TmRsm9+XaCX3o3KFNI3cpSZIkSZIkXYREphtofvK6tSOvWzsmj8gnKwEPzN8GwMYdh/jk9+bx+XfOoluntpltUpJ0RTFEJUmSpIwrr6hiedzHEyt2s2jtXk6erj441bVjG66b1JdnTO5L/4JOjdylJEmSJEmSpMaWSCS47UVjSSbhX+mJVLtLjqeDVDPp2tEglSSpfhiikiRJUkZUVSVZt7WU2U/uYt7KPRw7WV5tXZvW2Uwd2YsbJvdlwrCeZGdnNXKnkiRJkiRJ0mVKZrqB5i0rK8E7XzqO7l3a8st/bQBg175jfPJ78/n8O2bSpaOT6iVJl88QlSRJkhpNMplk654jPP7kLuYs38X+w6eqrWvTOpspI/KZNa43k4bn0baNP7ZKkiRJkiRJLd0rbgxUVSb59UMRgJ3FR7n93nnc/Y6ZdO5gkEqSdHl8N0qSJEkNbm/pcR5fvovHn9zNzuKj1da0zslm6sh8Zo1PB6da+6OqJEmSJEmSpP/1ymcGKquS/O6RjQBs33uUT35vHp+97Sq6dnJrP0nSpfOdKUmSJNW7PfuP8dDC7Rw8eprd+44Rdxysti4rAeOH5XHtxN5MH11Au7Y5jdypJEmSJEmSpOYkkUjwmmcNpyqZ5A//2QSkglRf+NkS7rp1BrlOtZckXSL/BpEkSVK9Ka+oZMHqIr7yy2W11oX+XbluYh9mjiuka0c/HSZJkiRJkiSp7hKJBK979giAs0Gq9dsOcMf3F3Dn26b7YU1J0iUxRCVJkqTLtmvfUR5cuJ1Hl+7kyPGyamv65nfg2ol9uHZCH3p1b9/IHUqSJEmSJEkZlMh0A1eeM0Gqg0dO88iSHcB/g1R33TrDIJUk6aIZopIkSdJFq6pK8tTuQyxdV8yS9cVs2nmoxtq3vWA0owf3YGBhJxIJXy2SJEmSJEmSVD8SiQTvfvl4srMTPLhwOwAbth/k099fwF1vm0H7XINUkqS6M0QlSZKkOjl2spzlcR9L1xfz5IZ9HDp2utq61q2ymDW+N8+c1p+RA7sZnJIkSZIkSZLUYLKyErzzJePISiT414JtAMTtB/n09+dz161X0cEglSSpjgxRSZIkqVrJZJLte4+ydH0xS9cXs37bAaqqkjXWDyjoxM3T+3PdxD50aNe6ETuVJEmSJEmS1JJlZSV4x0vGkkjAA/O3AbBxxyHu+sEC7n7HTFrnZGe2QUlSs2CISpIkSWcdPHqKVZv2s3JTCcvjPvYfPlVjbVYChg/oxuQR+Uwekc+AArfrkyRJkiRJkpQZiUSCt794LFlZCf45dyuQ2trve39axXteMd7XLiVJF2SISpIkqQU7caqcNU+VsnJTCSs3lbB979Fa6zu1b82k4XlMHpHPhJBHRydOSZIkSZIkSWoiEokEt75wDGXlVTy0aDsAjyzZQV63drzqmSHD3UmSmjpDVJIkSS1IeUUlG7YdZOWmElZsKmHTzkO1btEHMKRvF6akp00N6dOFrCw/sSVJkiRJkiSpaTozkWpn8VHWbzsAwK8f3EBlVRWvuXm4E6kkSTUyRCVJknQFq6xKsmX3IVamt+hbt/UAZeWVta7p3rkt44b2ZNzQHkwIeXTt2LaRupUkSZIkSZKky5fTKotPvHEqH//uXHbtOwbA7x7eyIlTFbz1+aP9oKgkqVqGqCRJkq4QyWSSXfuOceR4Gdv2HGbl5v2s2ryf4yfLa13XITeHMUN6nA1O9e7ZwU9jSZIkSZIkSWrWunRsw93vmMnt985nZ/FRAP7xxBZOna7gXS8bT7ZBKknSeQxRSZIkNWNVVUk27TzI4nXF/P6RjXVa0zonm1EDu6VDUz0Z2LuzLxhIkiRJkiRJuuJ069SWL7xzJnf+cCGbdx4C4OHFOzh2spwPvWYSrXOyM9ugJKlJMUQlSZLUjCSTSYr2H2f5xhJWbiphzVOlHD1RVuua7KwEw/p1ZezQ1LSp4f27ktPKFwckSZIkSZIkXfk6d2jD3W+/is/8aBFrt5QCsGB1EXf+YCGfess0ctv4lrkkKcW/ESRJkpqwM6GpNVtKidsPsmLjPvYdPHnBdUP6dGbUoB6MG9qDUYO6065tTiN0K0mSJEmSJElNT7u2Odz5tul86edLWbq+GIDVT+3nI996gk++aSq9urfPcIeSpKbAEJUkSVITc/DoKVZt2s/KTSWs2FRCyQVCU1lZCUYO7MaUEflMGdmLvvkdG6lTSZIkSZIkSWoe2rZuxSffNJVv/m45jy3bBcC2oiN89NtP8Jlbr6J/QacMdyhJyjRDVJIkSRl28nQFa7eUsiK9Rd+2oiMXXNOvV0fGD+vJuCE9GTWoO+1znTQlSZIkSZIkSbVplZ3F+145kS4d2/KX2ZsBOHDkNB/7zlzufNt0Qv9uGe5QkpRJhqgkSZIaWUVlFRt3HGRletrUhm0HqKxK1rqmf6+ODB/QjZEDuzFuaE+6d85tpG4lSZIkSZIkXb5EphtQWlZWgjffMoq+eR349h9WUJWEYyfLuf3e+dz+pmmMG9Yz0y1KkjLEEJUkSVIDSyaT7Cg+ysqNqe351jy1n5OnK2td06NLLuOH9mTcsJ6MG9KDrp3aNlK3kiRJkiRJknTlu2laf9rl5nDPL5dSUZnkVFkld/5wIR953WRmjCnIdHuSpAwwRCVJktQA9h86mdqeb3MJKzeWcPDo6Vrr2+fmMHZID8YN7cn4YT0p7NGeRMJPp0mSJEmSJElSQ5k5tpDct0zn8z9dzOmySioqq/jizxbznldM4BlT+mW6PUlSIzNEJUmSVA9Ol1eyalMJyzbsY8XGEnaXHKu1vlV2FiMHdmP8sJ6MG9qTwX26kJ1laEqSJEmSJEm6MiUz3YBqMDHk8dlbr+KuHy3k+MlyqpLw9d8u5/ipcp5/9eBMtydJakSGqCRJki5RycGTLF2/l8Xrilm1eT9l5TVv0ZdIwODenRk3NBWaGjGwG21b+6OYJEmSJEmSJGXaiIHd+MI7Z/Lp7y/gUHpXgR/8dQ3HT5TzymcGdw2QpBbCd+4kSZLqoLIqyaI1RWwvOsLh42Ws21rK1j1Hal1T0L0944b1ZPzQnowZ0oNO7Vs3UreSJEmSJEmSpIsxsLAzX3rXLD5133z2HTwJwK8fihw7Wc5bnj+aLHcSkKQrniEqSZKkWhw5XsaSdXv5+m+XX7A2t00rJoSeTAz5jBvag17d2zdCh5IkSZIkSZKk+lDYswNf+n9X86n75rNr3zEA/v7EFo6fKufdLxtPdnZWhjuUJDUkQ1SSJEnn2Vt6nEVr97JwTRHrtpRSlay5tqB7e6aMymfqiF6MHNSdnFb+I1qSJEmSJEnS+Zxi1Fz06JLLF981izt/sIDNuw4D8J8lOzl+spwPv3YyrXOyM9yhJKmhGKKSJEktXmVVkk07D7JkXTFL1u294DZ910zozbB+XZk0PI/ePTuQSPgCiCRJkiRJkiRdKTp3aMPd75jJZ3+8iDVPlQKwcM1ePv39BXzijVPp1L51hjuUJDUEQ1SSJKlFOnaynOVxH0vXF7N0fTFHjpfVWNu1YxumjS5g+uhejB3Sg5xWftJIkiRJkiRJkq5k7drmcOfbZvClny9hybpiANZuKeVD35jDp94yjb75HTPcoSSpvhmikiRJLUIymWRn8VGWrk8Fp9ZtLaWyln36+uR1YHo6ODW0b1eyspw2JUmSJEmSJEktSZucbD7xxql86/creHTpTgCKSo/z4W/O4QvvmsXAws4Z7lCSVJ8MUUmSpCtWRWUVa7eUsnjtXhat3UvxgRM11mZlJRg1sDuTR+QzdVQ+ffL8FJEkSZIkSZIktXStsrN43ysn0CevAz9/YD0Ax09V8J6vzuaut81g4vC8DHcoSaovhqgkSdIV5diJMpZt2MfitXtZtqGY46cqaqzt1L41k4bnMWVkLyaEPDrk5jRip5IkSZIkSZKk5iCRSPCyZwxj9eb9LN9Ycvb8HT9YwKtvHs4rbxpGIuFuBpLU3BmikiRJzV7R/uMsXreXxWv3smZLKVW1bNM3uE9nJg/PZ/KIfIb260q22/RJkiRJkiRJkurg1TcPZ+Xm/f/zGvSvH9zAnv3HeM/Lx5PTKjuD3UmSLpchKkmS1OxUViXZuP0gi9eltunbWXy0xtqcVlmMHdKDaaMLmDoyn+6dcxuxU0mSJEmSJEnSlWL4gG7c97FnsGzDPv782Cb2HTwJwOxlu9h34ASfeONUOndok+EuJUmXyhCVJElqFk6ermDFxn0sXlvMkvV7OXysrMbazh1aM2VEL6aO6sX4YT3JbeOPPJIkSZIkSZKky9ere3ueO3Mg10zozRd/toRVm/cDsG7rAT78zSe489bpFPbokOEuJUmXwncUJUlSk3T42Gn+tWAb+w6coOTQSdZuKaW8oqrG+n69OjJ1ZC+mjerlNn2SJEmSJEmSpAbVsV1r7nzbDL73p5U8vHgHAEWlx/nIt57g02+ZzrB+XTPcoSTpYhmikiRJTUYymWTL7sM8smQH/5y7tdba7KwEowZ1Z+qoXkwd2YuCHu0bqUtJkiRJkiRJkiCnVRbvfvl4Cnt24Gf3rwPg8LEyPvG9eXz0dZOZMrJXhjuUJF0MQ1SSJCmjKiqrWLullIVrili0di8l6T3kq9M+N4dJw/OYNqoXE4fn0yE3pxE7lSRJkiRJkiTpfyUSCV56w1B6dG7LN363nIrKJKfLKvncTxbzrpeO45nT+me6RUlSHRmikiRJje7U6QqWbihm0dq9LF1XzLGT5bXWv+l5oxjStzMjB3anVXZWI3UpSZIkSZIkSVLdXDepL106tuHzP13CydMVVFUl+dbvV1B6+BSvvGkYiUQi0y1Kki7AEJUkSWpwyWSSov3HWbZhH0/GfazavJ+y8spqaxMJGN6/G9NG9WLG2AIKe3Ro5G4lSZIkSZIkSbp444fl8cV3zeLOHyzg4NHTAPz6wQ2UHj7JO148lmw/JCxJTZohKkmS1CDKK6pYu2U/S9YVs2RdMUWlx2uszWmVxbihPZk+uoCpo/Lp2rFtI3YqSZIkSZIkSQ3MKUQtxqDenfnKe67hju8vYHfJMQAeXLidg0dO8+HXTaJta9+il6Smyv+HliRJ9ab08EmWrt/H0vV7WbmphJOnq582BdC+bSumjurFtNEFTAx55LbxxxJJkiRJkiRJUvOX360dX3731Xzux4tYv+0AAIvX7eX2783nU2+ZRucObTLcoSSpOr5bKUmSLlllVZK4/QBL1xezdH0xW/ccqbV+QEEnJoY8Jg7PY+TA7uS0cnSxJEmSJEmSJOnK06l9az779qv4yi+WsmjtXgDijoN89NtzuevWGeR3a5fhDiVJ5zNEJUmSLsrhY6dZHvexZH0xy+M+jp4or7G2dU4244b2YOrIXkwekU+PLrmN2KkkSZIkSZIkSZnTJiebj79xKvf9eRX/WrANgN0lx/jQN+dw+5umEvp3y2yDkqT/YYhKkiTVKplMsmvfMZasK2bxur2s31pKVbLm+l7d2zF5RD6TR+QzZnAPWudkN16zkiRJkiRJktQUJWt5UVVXtOysBO94yVi6d27LL/+9AYBDR0/z8e/O432vnMA1E/pkuENJ0hmGqCRJ0tOUlVey5qlSlqzfy9L1xewtPVFjbavsBKMGdT8bnOrdswOJRKIRu5UkSZIkSZIkqelKJBK84qZA9865fOePK6ioTFJeUcVXfrmMncXHePXNwdfVJakJMEQlSZIAKD18kqXri1myrpiVm0o4VVZZY223Tm2YPKIXk0fkMW5oT9q1zWnETiVJkiRJkiRJan5unNqP/O7t+MJPF3P0RDkAv304srvkGO995QTauLODJGWUISpJklqgqqokp8oq2FF8lKXrilmyvpgtuw/XumZQYWemjMxn2uheDOnTxU/FSJIkSZIkSVJd+Xqq0sYM7sE9772Gz/xwEbtLjgHwxIrdHDhyitvfPI0OuX5oWZIyxRCVJEktyB/+s5F/PLGFg0dPX7C2Tetsxg/tyZSRqW36unfObYQOJUmSJEmSJEm6shX26MA977maL/18KSs2lQCwdkspH//OXO66dQbdOrXNcIeS1DIZopIk6QpWVZVk865DLFxTxMI1RewsPlZrfX63dkwZkc+Ukb0YPbg7rR0dLEmSJEmSJElSvevQrjV3vG063/r9Ch5duhOAbUVH+PC3nuBzt11FQY/2Ge5QkloeQ1SSJF1hTp6uYMXGEpas28vS9cW1Tp3KykowcmC3s8GpPnkd3KZPkiRJkiRJkqRG0Co7i/e9cgJdO7bhT49tBmDfgRN84rtzufsdMyns2SHDHUpSy2KISpKkK8De0uMsWVfMknV7Wf1UKRWVVTXW9u7ZnmdM6cfN0wfQrm0rWmVnNWKnkiRJkiRJkiTpjEQiwRufN4ouHdvwo7+vBWD/4VN8/LvzuPsdV9Enr2OGO5SklsMQlSRJzVBlZRXrtx1IBafW7611m76sBAwf0I0ZYwqYPrqAXt0dASxJkiRJkiRJUlPywmuH0CYnm+/+aRUAB46c4uPfmcdnbpvBwMLOGe5OkloGQ1SSJDUTpYdPsjyWsDzu48m4j2Mny2usbZ+bw8SQx9SR+Uwcnk+n9q0bsVNJkiRJkiRJknSxnn3VQLKysvjOH1eQTMKhY6f5+HfncefbpjO8f7dMtydJVzxDVJIkNVGnyytZu6WU5XEfy+M+tu89Wmt93/wOTBnRiykj8xkxoBvZbtMnSZIkSZIkSU1CgkSmW1AzcfP0/uS0SvCN3y6nKgnHT5Zz+73z+eCrJzJjTGGm25OkK1qLDVGFEK4HHq2l5HiMscN5a14OvBcYAWQDK4FvxBj/VMM9coH3AK8FBgHHgTnA52KMK2pY0xu4HbgJ6AMUA38HPhNjLKnr9ydJan6SySQ7io+mQ1MlrHlqP2UVVTXWt8rOYszg7kwZmQpOuU2fJEmSJEmSJDVNSZKZbkHNyA2T+5HbphVf/sUyKiqrOF1Wyed/uoRXPzPwipsCWVmG8iSpIbTYEBUwKX1cAmys5vqpc78IIXwZ+DCpINRjQBvgOuDqEMJnY4yfPq8+F/g3cA2wB/gX0Bd4CfD8EMItMcYHz1szGJgL9AJWA/8AJgL/D3hRCGFGjHHnpX7DkqSm58jxMlZuLGH5xtS0qf2HT9Van9+tHRNDHhNCT8YN7Um7tjmN1KkkSZIkSZIkSWosM8YUcsdbW/GFny3hxKkKAH79UGTb3iO875UTyW3Tkt/ql6SG0ZL/n/VMiOpT54eZzhdCuJFUgGo7cE2McUf6/FjgP8CnQgj3xxgXnbPsk6QCVP8CXhJjPJle81rg58DPQwhDYozn7s30M1IBqjtijJ9J12cD3wbeDtwHPOcyvmdJUoZVVlaxYfvBs6GpTTsPkazlA0htW2czdkhPJoSeTAx5FPRoTyLhJ0wkSZIkSZIkSbrSjR+Wxz3vuYa7f7KI3SXHAZi/qog9JU/wyTdNdYcKSapnLTlENTF9XFqH2k+cOZ4JUAHEGFeFEG4H7gU+CLwcIITQgdQ2fpXAbWcCVOk1vwwhPBd4JfA64LvpNdcAM4ENwOfOqa8MIbyHVHjq2SGEkTHGdZfw/UqSMmRv6fHUFn0bS1i5qeTsJ0ZqMrhPZyYMy2NiyGP4gG7ktMpqpE4lSZIkSZIkSVJT0je/I/e891q+8sulPLlhHwDbio7wga/P4WNvmMzYIT0z3KEkXTlaZIgqhNARGApsizGW1qH2GqAc+Hs1JX8Cvgc8J4SQFWOsStd3BBbWsP3eH0iFqG4hHaICnpc+/jX9GGfFGMtDCH8D3p1eY4hKkpqwv8zezJJ1xRw/Wc6R46cvuEVfl45tmDAsNWlq/LA8unRs00idSpIkSZIkSZKkpq5Dbg6ffst0fn7/Ov48ezMAR0+U8an7FnDrC0bznJkD3cVCkupBiwxRAROABLA5PUnqFcBg4AjwMPDZGOPGdO1IIBt4KsZ47PwHijHuDyEUk9qGbzCwCRiTvryqhvuvTR/HnnPuUtZIkpqAU2UVrNt6gFWbSvjnvK2cLqustb5VdhYjB3ZjYshj4vA8BhR08h83kiRJkiRJkiSpRtlZCd50yygGFHbiW79fQXlFFVVVSe79y2q2Fh3htheNdWcLSbpMLTVENSl9vBGYBcwBdqTPvxZ4YQjhlhjjbKB3unZ3LY9XRCpEVUAqRHWhNUXpY69zztV1TUEtfUiSGkFFZRUbdxxk5ab9rNxUQtx+gIrKZK1revfswMThqS36Rg/qTts2LfWvYEmSJEmSJElqeRL4QVrVj+sn9aV3zw7c/ZPFHDiS2gnjwYXb2bXvGLe/aSod2rXOcIeS1Hy11HdwJ6aP84CXxhj3AoQQ2gBfBd4F/D6EMARon649UcvjnUwfO6SPF1pzpj4rhNAuxnjiItZ0qOH6/wgh3AbcWpdaoG0d6ySpRTp1uoK4/SBrt5aybmspG7YfvOC0qUQCnn/1YCYOz6NPXgfyurZrpG4lSZIkSZIkSdKVbFi/rvzf+6/l8z9dTNx+EIC1W0q551fLuPNtMzLcnSQ1Xy01RPUW4LPA3hjjkTMnY4ynQwjvBWYC44HXAIcv4nHPzEes/Z31y1tT1xmMBfw3LCZJughl5ZXE7QdZtXk/q5/aX6dJU7ltWjFmcA/GDe3B5BH5FPasU+ZVkiRJkiRJkiTponXr1JbPv2Mmd/1wIas27wdg2YZ93Pr5R7h2Yh9ecdMwWmW7vZ8kXYwWGaKKMZYBG2u4VhlC+CepENUU4C/pS7m1POSZa8fSx6MXWHPmfBX/nTxV1zXHarh+viLgyTrWjqfu4SxJuuKUlVcSdxxk9dnQ1EHKK6pqXdMqO4uRA7sxdmgPxg3tydA+Xcj2HyOSJEmSJEmSJKmRtM7J5u0vHss7v/zo2XNFpcf57cORFRv38ZHXTaFn19re5pYknatFhqjqYGf62B7Ynf59QS31henjnvTxQmvO1BfHGM+8S7+b1OSoC63ZU8P1/xFjvA+4ry61IYTjgPtMSWoxyisq2bjjEKs272fNU/vZsO0AZRcITbVr24oRA7oxcmB3Rg3qzpC+XWiTk91IHUuSJEmSJEmSJD1dn7wOTB6Rz9L1xf9zfsP2g7z3a7P5wKsnMnlEfoa6k9QYQgijgY8A1wG9SA3zWQ7cG2P8XQ1rhgGfBq4G8oBdwO+BL8QYqx3uE0K4EfgoMI5UxmQ9qVzKj2KMtW/r00y0uBBVCKE18E0gH7gtxrivmrK+6eNOYB1QAQwKIbSNMZ467/F6kHpCnQCeSp9elT6OqqGNUefVnfn9LRe5RpJUB+UVVWza+d9JU+u3HaSsvPZdVNu2zmbEgG6MGZKaNDW4d2cnTUmSJEmSJEmSLkmSK+K9ZTVBiUSCO946nX0HTnDkeBn3z9vKI0t2AHD0RBl3/XAhL3vGUF5z83Df55CuQCGEW4A/Aq2BTcD9pIJU1wDXhRCujzG+/bw1U4H/AB2ARcAS4CrgE8AtIYSrY4yHz1vzTuA7QBkwO328AfgBqSDWGxroW2xULS5EFWMsCyHcDAwAHiD1H/SsdMjqlekvH4gxngohPAo8E3geqSffuV4KJIB/xRjPvCM/FzgCTA8hFMYYz58e9bL08Z/nnLsf+CTwohDCneem9EIIOcALqlkjSapGRWUVm3emJk2lQlMHOF1We2iqTTo0NXZID8YM7sGQvl3cK1ySJEmSJEmSJDULed3akdetHe995QRGDerG9/68+uwHyv/wn01s2HaQD712Et06tc1wp5LqSwihM/BTUgGqDwBfP5M1CSFMAx4EbgshPBxj/FP6fA7wO1IBqjfGGH+WPp8L/BZ4PvAF4J3n3CcA3wIOAdfFGFemz/cDHgVeH0K4P8b4+4b+nhtaS313+Lvp4xdCCGPPnEw/KX4MDAEejzGe2Tz2G+nj10IIQ86pHwt89sxjnTmfnlZ1L6kn6k9DCB3OWfMaUiGqfcCPzlmzAFgMjAE+F0JIpOuz0/fvC/wjxrjm8r51SbryVFZWEbcf4A//2cgd31/Aq25/gA9/6wl+8a/1rNhYUm2AqnWrLMYN7cFrnz2cL/2/Wfzms8/hs7ddxcueMYzhA7oZoJIkSZIkSZIk1ZsEiUy3oBbkxqn9+ep7r6F3z7NvU7P6qf2892uzWbmpJIOdSapnLwK6AY/FGP/v3GE9McZFwN3pL197zppXkRo69PCZAFW6/iTwZuA48JYQQpdz1nyUVL7oK2cCVOk1O4B3pb/8UD19TxnV4iZRpf0fqVFkLwSWhRDmA/uBmaS2+dvAf6dREWN8IITwXVJJu9XpyVTZwPWkglIfjzEuO+8ed6Wv3wQ8FUJ4AugDTANOAa9IPwnP9UZgDqkRaS8OIawBJgCDga3AbfXxzUtSc1deUcXjT+7ikSU72H/oJAePnr7g9nw5rbLObs83ZnAPhvXrQk6r7EbqWJIkSZIkSZIkqfEMKOjE1953Dd/540rmLN8NwKGjp/n0ffN51c3DefkzhpGVZbhPauZaA8tI7cJWnQ3pY+E5556XPv7p/OIYY2k6D3MLcDOpiVW1rgEeITWhakoIIT/GWFzn7pugFhmiijFWhBBeDLwl/WsSqVDUFuB7wD0xxuPnLft/wFLgHcB1pIJQC4Gvxhj/Xs09ToQQrieVyHslqSfVflJPqs/EGFdVs2Z9CGEycAfwLFJPzJ2kJlF9Psa47zK/dUlq1jbuOMi/F2xjweoijp0sr7W2VXYWwwd0ZezgHowe0oPQryutcwxNSZIkSZIkSZKklqFd2xw+9JpJjB7cg+//ZTUVlVVUJeFX/97Aui2lfPA1k+jcoU2m25R0iWKM3we+X0vJtPRx5znnxqSPT8uspK0llVUZC/wuhJAP9CSVkdlYTQ+VIYQNwPT0mofr/A00QS0yRAWQHmP2w/Svutb/JP2rrvc4Dnw6/auua7aTGpEmSQKSySRrtpTy+0c2smJjzSNmW2UnCP27MWZwD8YM6U7o3402hqYkSZIkSZIkSVILlkgkePaMAQzt24Uv/XwJe0tPALB8Ywnv/dpsPvzayYwa1D3DXUqqbyGEQuA96S9/f86l3unj7hqWFqWPBefVF527XeAF1jRbLTZEJUlquk6XV7J6836WrS9myfpiig+ceFpN61ZZTBqRz6DenZkyIp/eeR1o29q/1iRJkiRJkiRJks43pE8Xvv7+6/jG75azYHUq71B6+BSf+N483vCckbzousEkEm7vJ12ktiGEZRdR//0Y4301XQwhzAaureNjdY0xHqrhcToDfwM6Ak8Afzjncvv08elvwKacTB871LG+ujXNlu82S5KahH0HTrB0QzFL1hWzavN+ysorq60b1q8Lt1w9mKkj82nXNqeRu5QkSZIkSZIkSWqe2ufm8PE3TOEfT2zhx/9YS2VVkqqqJD/551rWbinlfa+aQMd2rTPdptScZAETL6L+QpOaSqh5QtT5qqo7GULIAx4AJgFbgJefN0GqklTfF3Kmpvo3bWtf02wZopIkZURFZRXrtx04O21qx96jtdaPHdKDlz1jKOOG9vSTEJIkSZIkSZIkSZcgkUjw/GsGM6x/V778i6WUHEwNkFm8bi/v+9psPvr6KQzr1zXDXUrNRhWw4iLqi2q7GGN82eU0E0IYDfwdGAhsAG6KMe49r+wo0A3IreFhzpw/dk79uefrsqbZMkQlSWo0FZVVrNq8n7krdrNwTRFHT5TXWNu2dTbjh/Vk8oheTB6RR/fOtf29LEmSJEmSJElSE+Zng9XEDO/fja+//zr+7zdPsnR9MQD7Dp7ko99+gjfdMopbZg3yQ+3ShZ2KMU7KdBMAIYTnAL8ltYXfXOCFMcbSakp3kwpRFQA7q7lemD7uOaceoFcttz9/TbNliEqS1KAq08Gpeav2MH9VEUdPlNVY27tn+7OhqVGDupPTKrsRO5UkSZIkSZIkSWo5OrVvzafePI2/zN7Mz/+1nqqqJBWVSX7w1zWseaqU97xiAh1yczLdpqQLCCHcCnwXyAZ+Bbwlxni6hvJVwBhgFLC4muujzqkjxngghLAb6B1CGBhj3HrevbOB4ekvV1/WN9IEGKKSJNW7ysoq1jxVyhMrd7NgdRFHjlcfnGqVncWYwd2ZPDKfySPyKezRoZE7lSRJkiRJkiSpESQz3YBUvaysBC+5YSjDB3Tjy79YyoEjpwBYsLqILbsP89HXT2ZoX7f3k5qqEMLrgXtJzTz8TIzxjgssuR94DfAS4CfnPVZ34HrgFPDIeWtuTa+557zHuwnoDCyLMda6XWFzYIhKklQvKiurWLOllLkr97Bg9R4OH6s5ODVpeB6zxhUydVQv2rX1EwySJEmSJEmSJEmZNGpQd77xgev42q+XsXxjCQDFB07wkW89weuePZIXXjuYrCy395OakhBC4L8BqjtijJ+pw7K/AtuB54YQbosx3pd+rFzgR0B74Fsxxv3nrPkO8Gbg9hDCnBjj4vSafsC30zWfr4dvKeMSyaSx55YuhHAcaNe2bVtWrlyZ6XYkNSOVVUnWbtmfCk6tKuLQseqnQrbKzmJiyGPW+EKmjuxFe0e/SpIkSZIkSZKucFvufsnZ33e9+hV0veblGexGqpuqqiR/eHQjv/73BqrOiRKMH9qT971qAt0752auOamJGDduHKdOnQI4EWNsn6k+Qgi/Al4NlAN/oOa5h9tjjJ88Z901wL+BXOBJYAtwFVAILAWujzEeO+9eHwa+DFQAs4GTwA2kQlf3xhjfUW/fWAY5iUqSVGdl5ZUcP1nOrn3HmLtyN/NXF3HoaE3BqQQTQh6zxvVm2iiDU5IkSZIkSZIkSU1dVlaCV9wYGDmgO/f8atnZ7f1WbCrh3ffM5t0vH8+MMQUZ7lJS2vPSxxxSYaqarATOhqhijHNCCFOBO4DrgJHAVuAHwFfPD1Cl13wlhBCBDwDTSAW21pGaUvWLy/5OmggnUclJVJIuaNXmEr76qyfP/qBck1bZCcYPy+Pq8YVMHVVAB4NTkiRJkiRJkqQWyklUau6OHC/j239YwYLVRf9z/lkzBvDWF4ymTU52hjqTMqupTKJS/XMSlSSpWpWVVazdWsr8VUXcP29rjXXZWamJUzPHFjJ9dC86tGvdiF1KkiRJkiRJktQMJDLdgHTxOrVvzcffMIWHFu3gB39bzemySgD+vWAb67aW8pHXTqZ/QacMdylJ9ccQlSTprPKKSlZu2s/8VXtYtHYvR46XVVvXulUWo4f04OpxhUwbXUBHg1OSJEmSJEmSJElXnEQiwc3T+zNqUDfu+dUyntp1GIAde4/yga8/zltfOIZnTe9PImFSUFLzZ4hKklq4YyfKWLK+mEVr9vJkLObk6cpq6xIJGDO4Bx9/wxTa5+b4w7AkSZIkSZIkSVIL0SevI1959zX8/IF1/PXxpwAoq6jiu39cyYqN+3j3y8a7W4mkZs8QlSS1QPsOnmDRmr0sXFPEmi2lVFUlq61rlZ1g/LA8ZowpYNqoXnTu0KaRO5UkSZIkSZIkSVJTkNMqi7c8fzTjhvbk6799ksPHUjuazF9VxKadh/jQayYxcmD3DHcpSZfOEJUktQDJZJJtRUdYuLqIhWv3smX34Rpr27TOZmLI46oxBUwZ2Yv2uTmN2KkkSZIkSZIkSZKasskj8vnmB6/n/379JCs2lQBQcvAkH//uPF79zMBLnzGM7Cx3NJHU/BiikqQrVGVlFWu3lp6dOLXv4Mkaa7t0aMPUUb2YNroX44b2pE1OdiN2KkmSJEmSJEmSpOakW6e23HXrDP702CZ+9e8NVFYlqapK8st/b2Dlpv188DUT6d45N9NtStJFMUQlSVeQU6creDLuY+GaIpauL+boifIaa3v3bM/00QVMG1XAsP5d/USAJEmSJEmSJEmS6iwrK8HLnjGMMUN68JVfLmPfgRMArH5qP+++5zHe+4oJTBtdkOEuJanuDFFJUjN38OgpFq8tZtHaIlZsLKG8oqrG2tC/K9NG9WL66AL65ndsxC4lSZIkSZIkSZJ0JRrevxvf/MB1fOePK3lixW4Ajp4o53M/WcwtVw/irc8fTZYf5pfUDBiikqRmaHfJMRatKWLhmr1s2H6AZLL6ulbZWYwb2oPpowuYOqoX3Tq1bdxGJUmSJEmSJEmSdMVrn5vDh187iQnDenLfX1dzuqwSgH88sYVFa/fy2VtnUNizQ4a7lKTaGaKSpGagqirJpp0HWbhmL4vWFrGz+FiNte3btmLKyF5MG92LiSGPdm1zGrFTSZIkSZIkSZIktUSJRIKbpvVn+IBuvPPLj549v+/ACd791dm8+ZZRPOeqASQSTqWS1DQZopKkJmpn8VEeX76L4tITrNpcwoEjp2us7dG5LdNHFzB9dAGjBnenVXZWI3YqSZIkSZIkSZIkpfTN78i7XjqO7/xx5dlzZeWV3PvnVSxdX8x7XjGerh3dPUVS02OISpKakCPHy1i2oZgFq4tYsLqo1toBBZ2YPrqAaaN7Mbh3Z1P7kiRJkiRJkiRJahKeNWMAg3p3Znncxz/mbuHwsTIAlq4v5t33PMa7XzaeaaMLMtylJP0vQ1SSlGG7S46xaM1eFq/by/qtpVQlq6/LSsCoQT2YNroX00b1olf39o3bqKT/3959h9lV1Yv/f09LJ7030ldIIZUkGAhJAJEuTVHRq4Jy5VK8evUKVq56vT8VVBQLNiygNL+IFKkJoQpJSEJCsgjpPaQQ0svM/P7Ye8JhmMlMkknOnDnv1/Pw7MzZa639OfM882GdfT57LUmSJEmSJEmSVEsDerZhQM82vH/csdxy1yymz18HwJZte/jO71/ijHHHcvl5Q2ja2LIFSfWD2UiSjrKysnJeX76ZF+eu4V/z1rJy/bZq2xYXFdClfXMunjyAUQM70qpF46MYqSRJkiRJkiRJknR42hzThG9cPpZ/vrCU3zwwjz17SwF49MVlzFm4ga99egw9O7fMcpSSZBGVJB0VW7btZtbrbzIzrmdmXM9bW3dX27bNMY0ZM7gzYwZ3ZmToSHFR4VGMVJIkSZIkSZIk1b2CbAcgZVVBQQFnvq83Q/u156Y7ZvDGyi0ArNm4nf+65Rn+/cKhTBrVg4IC/1YkZY9FVJJ0BOwrLSMu27y/aGrRyrcor2abPoBeXVoyNi2c6te9NYWFThAlSZIkSZIkSZLUsHTveAzfv2YCdz0eufvJ1ykvh5279/Gjv7zC9PnrueriYbRoWpLtMCXlKYuoJKmOvLl5JzPjemYsWMfshW+yY9e+atsWFhYwpE+7/YVTnds1P4qRSpIkSZIkSZIkSdlRUlzIZWceR+9urfjpXa+wPf1O7ZlZq1iwbBNf/OgoBvdpl+UoJeUji6gk6RDt2LWX15ZsYvbCZJu+5Wu3HrB925aNGRE6MjJ0ZEToyDHNGh2lSCVJkiRJkiRJkqT6ZfzxXenfozU33zmTeYs3AsmiBTf8/FkuOW0AHzk9UFRUmOUoJeUTi6gkqZbe3r6H+Us28tqSTcxdvIE3Vm6hrKz6PfqKiwoZ0qddUjg1sCPHdj7GfZwlSZIkSZIkScpL1X+fIOWzjm2a8d3Pjee+pxZyx6MLKCsrp6wc7nr8dWa9/ib/9bFR7ugi6aixiEqSqlBeXs66TTt4LS2aem3JRlas21Zjvy7tmjNqYEdGHdeJIX3a0aSxaVaSJEmSJEmSJEmqTlFhAR86bQDDB3Tgh3+ewZqN2wGIyzZz7U1T+fS5gzlj3LEuViDpiPPbfUl5r7S0jJ2797E2o2hq/pKNbHp7d419mzctSVabGtCBEQM70rV9i6MQsSRJkiRJkiRJktSwDOjZhh9/4RRuu/9Vnnx5BQA7d+/j1ntn88ysVVx9yXC6tHdVKklHjkVUkvLS1h17+OGfZ/D68s1s27m31v1at2jMoD5tGdS7HUP7tufYLi0pKrTqXZIkSZIkSZIkHYjfJUi10axJCZ+/dCSjBnbi1ntnsz39Hm/OGxu4+odT+PiZAzn35L5+PyfpiLCISlKDt2dvKUtWb2HhirfS/zbXams+gG4dWjCod1I0NahPW7q0a+5SoZIkSZIkSZIkSdIRdPLwbgzq3ZZf/m0OL85dCyTf+f32gXk8M2sV1354BMd2bpnlKCU1NBZRSWpwdu3ex5w3NjD7jTdZsHQTi1dtYV9peY39igoL6Ne9NcdVFE31bkurFo2PQsSSJEmSJEmSJEmSMrVr1ZQbPjmG5+as5ld/e5W3tu0G4PXlb/H5m6fyodMCF0/uT0lxYZYjldRQWEQlqUFYu3E70+ev4+X563j1jQ3s3VdWY5/WxzRm9MBOnDW+F13aNadp42KKipxkSZIkSZIkSZIkSfVBQUEBJw3rxvH9OvCbv7/KlBkrAdhXWs6djy7g+TmrueZDwxnQs02WI5XUEFhEJSlnrd+0gz8+PJ+nX1lZY9tGxYX06daK/j3b0L9Ha/r3aE3X9i0odL9kSZIkSZIkSZIkqV5r2bwRX/joKCaM6M6t98xiw5ZdACxd8zZfumUa557cl8s+MJAmjS2BkHTozCCScsrWHXuYMmMFU2esZOGKt6pt16xJMcMHdGBo3/YM7NWWXl1aUuwqU5IkSZIkSZIkSVLOGn1cJ2798mRuf/A1HnlhKQBl5fD3aYt44dXVXHXxMEYN7JTdICXlLIuoJNV7pWXlzFn4Jk9NX8Fzc1YfcKu+Cyb2Y/RxHRnUu51FU5IkSZIkSZIkSVID06xJCVddPIyTR3TjZ3fPYvWG7QCs37yTb/36RSYM78YV5w+hTcsmWY5UUq6xiEpSvbVnbylTZqzgvilvsCad/FTWrUNzOrVrztnjezNmUOejHKEkSZIkSZIkSVItFBRkOwKpwRnatz0//a9J/PXxyN+mvEFpWTkA02atYsaCdXzi7EF8YFwvCgv9+5NUOxZRSap3tu3Yw8PPL+Ufzy7mra2733O+VYtGnDq6J5NH96Bn52Mo8IOHJEmSJEmSJEmqz8rLsx2B1CA1KiniE2cN4uTh3bj1ntnE5ZsB2L5rH7+4bw5PvbyC/7hkGL27tspypJJygUVUkuqN9Zt38MC0xTz64lJ27Sl917nCAhh9XGcmj+7BmMGdKSl2qz5JkiRJkiRJkiRJ0LtrK75/zck8+uJS/vDQa2zftQ+AuHwz//mjp7lwUj8uPT3QqKQoy5FKqs8sopKUNbv3lvLwc0tYsGwTb2/fw/wlm/Yvs1mhUXEhp57Qkwsm9qNL++ZZilSSJEmSJEmSJElSfVZYWMCZ7+vNuCFd+M0Dc5n2yioASsvKuefJhTw/ZzVXXzKcIX3bZzlSSfWVRVSSsiIu28SXfvpMtavXHtOshLPG9+ac8X1ofUzjoxucJEmSJEmSJEmSpJzUpmUTvnTZaE49oSe33jub9Zt2ALDqze1c//PnuOm6CQzo2SbLUUqqjyyiknTUlJWVM33BOv425Q3mLd5YZZuObZvxwQl9OX1MT5o0NkVJkiRJkiRJkiRJOngjQ0du/a9J3PHoAu5/etH+17/4k2m0bdmE9489lktO7e8Wf5L2s0JB0hG3bcceps5cyYPPLmHVm9uqbHPp6YHjerdlWL/2FBUVHuUIJUmSJEmSJEmSJDU0TRoXc/l5Q1iwdBMLlm3e//qmt3fx18cj015ZyVUXDWPYgA5ZjFJSfWERlaQjYl9pGTMXrOep6Sv417y17Cste0+b43q15YKJ/Rg7uDOFhQVZiFKSJEmSJEmSJOkoKPB7ECmbPnvBUH7wpxms2bj9Xa+v3rCdr/3qeSaN6s7l5w2hVYvGWYpQUn1gEZWkOrV0zds8/tIynp65ki3b9rznfEEBjBnUmQsn9WNQ73ZZiFCSJEmSJEmSJElSPunfow2/uv5Udu7ex5Zte3j4+SU8MG0RZeXJ+SkzVjJ9/jo+ec5gTjuhpwtASHnKIipJh23bzr0888pKHntpOW+seKvKNq1bNGbiqO6c9b7edGnf/OgGKEmSJEmSJEmSJCmvFRQU0KxJCc2alHD5eUM4ZWR3br139v7vN7fu2MtP757FU9NX8B8XD6NHp2OyG7Cko84iKkmHbMGyTTz03BKen72aPfveu11fcVEhY4d0ZvLoHowMHSkuKsxClJIkSZIkSZIkSZL0bv26t+aH107g4eeW8KdH5rNz9z4A5i3eyHU3T+VjZwzkgxP7UeSqVFLesIhK0kHZtWcfL7+2jn88s5j5SzdV2aZfj9acPqYnE4Z3o0WzRkc5QkmSJEmSJEmSJEmqWVFhAeee3IcTh3bhtvtf5YVX1wCwd18Ztz/0Gi+8uobrLh3hqlRSnrCISlKNysrKmRnXM2X6Cl56bS279pS+p80xzRoxaVR3ThvTk95dW2UhSkmSJEmSJEmSpHqqvDzbEUg6gPatm3LDJ8fwr7lr+Pl9s9n09m4A4vLNXHfzVD5+5nGcP6Evha5KJTVoFlFJqtbWHXv45wtLeexfy1i7cUeVbQb1bsu5J/dh7ODOlBQXHeUIJUmSJEmSJEmSJKlujB3ShcF92nHb/a8yZcZKIFmV6nf/mMf0+ev4/KUj6dCmaZajlHSkWEQl6T1eX76ZB59dzHOzV7NnX9l7zjdrUsy4IV046329CMe2zUKEkiRJkiRJkiRJOaTA1WukXNGiWSO+8NFRnDSsG7feO2v/qlRz3tjANTdN4aqLjmfCiO5ZjlLSkWARlaT95i3eyF8fj8x6/c33nCssgBMGdea0MT0ZGTrSqMRVpyRJkiRJkiRJkiQ1TGMGd2Zgr8n87J5ZvPDqGgC279zLD/48g5dfW8eVFx5Pi6YlWY5SUl2yiErKc+Xl5cxZuIG/PhGZu2jje863bN6IM0/sxRnjerk0pSRJkiRJkiRJkqS80bJ5I67/txN48uUV3Hb/HHbuLgVg6syVzF20gWs+PIKRoWOWo5RUVyyikvLQ1h17WLj8LdZs2MbUmStZsGzze9qEnm04/5S+jBvSmZJiV52SJEmSJEmSJEmSlH8KCgo4bUxPhvRtx813zmT+0k0AbNiyi2/e9gJnvq8XnzpnME0bW34h5Tr/iqU8svntXTzwzGIemLaIPfvKqmwzuE87Lj19AMP6d6DA/bklSZIkSZIkSZIkic7tmvO9q8Zz35Q3+MtjC9hXWg7AI88v5ZW4ns9fOpLBfdplOUpJh8MiKikPLFm9hfufXsS0V1axr7Tq4qnh/Tvw4dMHMKRv+6McnSRJkiRJkiRJkiTVf0VFhXzotAGcMKgTP/rLTJasfhuAtRt38JVbn+WMccfyb2cP4phmjbIcqaRDYRGV1EBt3rqLZ15ZxfOvrmHe4o3vOd+0cTH9e7SmW4cWTB7dg4G92mYhSkmSJEmSJEmSJEnKLb27tuKm607hrscj9zy1kLKyZFWqR19cxotz13D5eUOYOLK7O/9IOcYiKqmBWbxqC3+ftohpr6zcv4RkprYtm3DOSb05e3xvmjUpyUKEkiRJkiRJkiRJkpTbSooLuezM4xgzuDO33PUKy9ZuBWDLtj3cfOdMnnx5OZ+7aBjdOrTIcqSSassiKqkB2LV7H8/NWc0/X1jKgmWbq2zTr3srzp/Ql/HDulFSXHiUI5QkSZIkSZIkSZKkhmdAzzb8+AsT+fvTi7jzscievaUAzF64gat/MIUPndqfiyb3p1FJUZYjlVQTi6ikHFVeXs78pZt44qXlPDt7FTt3l76nTduWTZg0qjvjhnYh9GzjcpGSJEmSJEmSJEmSVMeKiwq5aHJ/ThrejV/+bQ7T568DYF9pGXc+Fnn6lZVccf5QRg3s6He2Uj1mEZWUY3bs2ssTLy3n4eeXsOrN7VW2GdCzNeee1IeThnejuMhVpyRJkiRJkiRJkiTpSOvUthnfuHwsz7+6htv+36tsensXAKve3M6Nv3mRHp2O4fwJfZg8ugclxa5MJdU3FlFJOWLtxu08+OwSHn9pGTt27XvP+WZNipkwojtnjD2Wfj1aH/0AJUmSJEmSJEmSJCnPFRQUMP74rowY0IE7/rmAB59dTFl5cm7Fuq387J7Z3P3kQi77wEBOGdGdwkJXppLqC4uopHqsvLyceYs38sAzi/nX3DX7/+daoaAAhvXrwKljenLi0C40dh9dSZIkSZIkSZIkScq6Zk1K+MwHhzJpVA/ueHTB/i3+ANZv2sHNd87kgWcW85nzhzCod7ssRiqpgkVUUpbt3lvKPU+8ztzFGykpLqRxSRGFhQUUFRawYt1Wlq3d+p4+zZsUc8a4Xpw1vjed2jbLQtSSJEmSJEmSJEmSpJr069Gab14xjpXrt3L/04t44qXllKarZ7yx4i3++2fPMmF4N/7tnEF0bON3v1I2WUQlZdlT01dw1xOv16pt1/bNOe/kPkw+oSdNG/vnK0mSJEmSJEmSJEm5oHvHY7j6kuFcOKkff3x4Ps/NXr3/3LRZq5g2axV9urXi0tMD4dg2tG3ZJIvRSvnJKgwpy1q3aFxjm+P7tef8U/oyemAn98SVJEmSJEmSJEmSpBzVtX0LvvKJE5i3eCO//vurLFq5Zf+5xau28L+3v0RxUQGTRvXg4sn96dqhRRajlfKLRVRSlp04tAvfvvJE1m/eSWlpGbv3llFWVk5pWRmNGxUxrH8Hju3cMtthSpIkSZIkSZIkSZLqyOA+7bj5ulN48uXl3HL3rHed21dazuMvLefJl5dz0rBuXHxqf3p3bZWdQKU8YhGVVA8MH9Ax2yFIkiRJkiRJkiRJko6iwsICTh97LL27teIfzyxmw1s7Wbl+K5ve3g1AWfk7W/2NDB35yPsDA3u1zXLUUsNlEVU9E0IYAHwDOBnoCKwE7ga+F2Pcls3YJEmSJEmSJEmSJElS3erXvTX/+ZGRAOwrLWPqjBXc8+RCVm/Yvr/NzLiemXE9owZ25GMfGEj/Hm2yFa7UYBVmOwC9I4QwBpgBfAxYAzwENAduAJ4PIbg+nyRJkiRJkiRJkiRJDVRxUSGnjTmWn//3qXz5stH06fbuMoEZC9bzxZ9M46V5a7MUodRwWURVT4QQSoC7gBbAJ2OM42KMFwN9gQeAocD3shiiJEmSJEmSJEmSpEPQpNuAbIcgKccUFRZw8ohu/Pg/T+HGz55I6PnOylPl5fBKXJ/F6KSGySKq+uMjQC/g8RjjHypejDHuBD4NbAcuDyG0zkp0kiRJkiRJkiRJkmqt0yVfoaR9d1qOPIMmvYZmOxxJOaqgoICRoSM/uPZkvnnFOI7v157Qsw1nje+d7dCkBqc42wFov3PS432VT8QYN4YQngLOBc4gWbFKkiRJkiRJkiRJUj3VfMAJNB9wQrbDkNRAFBQUMPq4Tow+rlO2Q5EaLFeiqj8qys/nVHN+Xno8/ijEIkmSJEmSJEmSJEmSJOUNi6jqj27pcVU159ekxy5HIRZJkiRJkiRJkiRJkiQpb7idX/3RPD3uqOb8zvTYojaDhRCuBD5by2s3qWU7SZIkSZIkSZIkSZIkqcGxiKr+KKV2K4PVdvWwLsDIQw9HkiRJkiRJkiRJkiRJyg8WUdUfW4G2QNNqzle8vq2W460BZtay7XDc2lGSJEmSJEmSJEmSJEl5yiKq+mMVSRFVF2BFFee7psfVtRksxvgr4Fe1aRtC2A40q01bSZIkSZIkSZIkSZIkqaFx9aH6Y056HFzN+cGV2kmSJEmSJEmSJEmSJEmqAxZR1R8PpceLKp8IIbQDJgG7gCeOZlCSJEmSJEmSJEmSJElSQ2cRVf1xP7AMODuEcGXFiyGEpsBvgebAr2OMG7ITniRJkiRJkiRJkiRJktQwWURVT8QYdwKfAHYCvwwhzAgh3AO8AZwPTAduyGKIkiRJkiRJkiRJkiRJUoNkEVU9EmOcBowB7gV6AucAW4Abgckxxm1ZDE+SJEmSJEmSJEmSJElqkIqzHYDeLcY4F7gk23FIkiRJkiRJkiRJkiSpfgshDAG+DEwEOgM7gFeAX8YY76qi/STgqQMMuT3G2KKKfh8CrgOOA4qA2cBPYoz3He57qC8sopIkSZIkSZIkSZIkSZJyTAjhXJLdzhoBC4GHSAqpJgATQwiTYoz/XqnbqPT4MvB6FcPuquI63we+BGwHpgCNSYq2Tg4hfDvG+I3DfzfZZxGVJEmSJEmSJEmSJEmSlENCCK2A20kKqL4A/DjGWJ6eGws8ClwZQni80mpRFUVUX48xPlqL65xGUkC1DJgQY1yevn488CTw9RDCQzHGf9XNO8uewmwHIEmSJEmSJEmSJEmSJOmgXAC0BabEGH9UUUAFkBY0fTf98bJK/Uamx+m1vM4NFceKAqr0GnOAr6U/fvFgAq+vLKKSJEmSJEmSJEmSJEmScksjYAbwcDXnF6THrhUvhBCOAfoDS2OMG2u6QNp+ArAXeKCKJvcB5cBZIYScr0FyOz9JkiRJkiRJkiRJkiQph8QYbwNuO0CTselxRcZrI4AC4I0QwteADwN9gbeBx4Fvxxhfz2g/CCgCFsUYt1URw4YQwjqgczrOwkN8O/VCzleBSZIkSZIkSZIkSZIkSUqEELoC16Y/3p1xalR6PA34KrAamJK+dhkwI4QwMaN9t/S46gCXW5MeuxxqvPWFK1FJkiRJkiRJkiRJkiRJB6dJCGHGQbS/Lcb4q+pOhhCmAqfUcqw2Mca3qhmnFfB34BjgGeCejNMj0+NzwMUxxrVpn8bATcB/AHeHEPrFGN8Gmqftdxwglp3psUUtY6+3LKKSJEmSJEmSJEmSJEmSDk4h7xQl1UZNKzW9yYFXfMpUVtWLIYSOwMMkK04tBj4UYyzPaHI58G1gbVokBUCMcXcI4TpgPDAc+BjwC6C0lvFAA9gNzyIqSZIkSZIkSZIkSZIk6eCUAbMOov2aA52MMV5yOMGEEIYADwC9gQXA6RUrTWVcYw/wejXXLw0hPEhSRHUCSRHV1vR00wNcuuLctkMOvp6wiEqSJEmSJEmSJEmSJEk6OLtijKOyHQRACOEs4K8kW/g9C3wwxrjxEIZakR4rtvGrWBnrQKtodU2Pqw/hevWKRVSSJEmSJEmSJEmSJElSDgohfBb4OVAE3AFcHmPcXUW7RsAtQCfgyhjj+iqG65EeK4qpXgP2AX1CCE1ijLsqjdke6AjsABbVwdvJqpzfj1CSJEmSJEmSJEmSJEnKNyGETwC/JCmg+p8Y42VVFVDB/q38zgA+CJxfxViNgEvTHx9O++wCngIaA+dUMezFQAHwSIyx9LDeTD1gEZUkSZIkSZIkSZIkSZKUQ0IIgaSAqgD4Zozxm7Xo9vP0+L0QwvEZYzUFfgf0A56OMT6V0ecn6fHmEEK/jD7HA9+uGO/Q3kX9UlBeXp7tGJRlIYQykj8qmjRpkuVoJEmSJEmSJEmSJEmS6qddu/bvaFceY8za4kUhhDuAjwJ7gXuA6gqAlsUYv5r2KU7bfpBkm77ngQ3AeJJt/hYAk2KMaytd61bgKqBiZaoiYBLQCLg+xvh/dfnesqU42wGoXiio+EfGH7skSZIkSZIkSZIkSZKqVlBzkyOqYnu9EpJiqurMBr4KEGPcF0K4ELg8/W8USUHUYuAXwA9jjNurGONqYDrwOWAiSTHVi8BNMcYHDvud1BOuRCVCCHtJCurKgZ1ZDkeHpwnJNp1lJElLkuo785akXGLOkpRLzFmSco15S1IuMWdJyiXmLKnuNSUpoNoXYyzJdjCqOxZRSQ1ICGEGMBKYGWMcle14JKkm5i1JucScJSmXmLMk5RrzlqRcYs6SlEvMWZJUe1nbm1GSJEmSJEmSJEmSJEmS6gOLqCRJkiRJkiRJkiRJkiTlNYuoJEmSJEmSJEmSJEmSJOU1i6gkSZIkSZIkSZIkSZIk5TWLqCRJkiRJkiRJkiRJkiTlNYuoJEmSJEmSJEmSJEmSJOU1i6gkSZIkSZIkSZIkSZIk5TWLqCRJkiRJkiRJkiRJkiTlNYuoJEmSJEmSJEmSJEmSJOU1i6gkSZIkSZIkSZIkSZIk5bXibAcgqU7dBnQB1mQ7EEmqJfOWpFxizpKUS8xZknKNeUtSLjFnScol5ixJqqWC8vLybMcgSZIkSZIkSZIkSZIkSVnjdn6SJEmSJEmSJEmSJEmS8ppFVJIkSZIkSZIkSZIkSZLymkVUkiRJkiRJkiRJkiRJkvKaRVSSJEmSJEmSJEmSJEmS8ppFVJIkSZIkSZIkSZIkSZLyWnG2A5BySQjhMuAKYBjQHFgHPAl8L8YYq2j/B+ATBxjy1hjj1YcYy1eB7wAjYoyzKp37FvDNWg7VO8a4tBbXGwB8DTgNaA+sJ3nv/1+M8bVq+nRL+5wOdCf5fT0A/E+M8c1axifpEOVKzspo0xv4OvB+oCPwNvAv4KYY41MHeb1i4NPAlUB/YB/wEknOmlJNnzbAl4ELgGOBzcBjwI0xxiUHc31JhybP85ZzLSnH5GDO6g/cQJIz2gOrgH8CPzzYuY5zLSn35HnOcp4l5aBs5q0QQnuSecu5QC+gDFgI/BX4cYxxVxV96myuE0JoClwLXAb0AbYD04DvHCBvmrekLMrznHUCcD1wMtASWA08QvLeV1TTZwDwjbRPR2AlcHfaZ9vBXF+S6lpBeXl5tmOQ6r0QQgHwZ+CjwF7gZeBNkslQL2AHcF6M8clK/eYCg0kmKqVVDP1YjPGPhxDPhcBdJIWQVRVRXQhceIAhTiT58LUMGFLThCSEMAx4FmgBROA1oDcwnOT3cVGM8R+V+vRN+3QGXk37jUyvuwo4sbrJk6TDk2s5K20zHJgKtAIWA7OBnsCotMm1Mcaf1vJ6hcAdwKUkH/6mAu2Ak4AC4DMxxt9W6tMOeAY4DlgEvAIMBIaQFEWcUt1NKkmHz7zlXEvKJTmas04F/s47N/NfJrlRfQLJXOeiyvEe4HrOtaQcYs5yniXlmmznrfRhmWeAbiRFl9OBxsBYklwyHZgcY9ya0afO5jppAdU/gQkkhQgvAD2AMSS/j3NjjI9W6mPekrLEnBXOAB4kmdvNApYAg4AAbAVOjTG+XKnPGJICsxYkDyOuBN4HdCHJYSfHGLfU5vqSdCRYRCXVQlpB/ieSDy1nxBjnpq8XATcCXyW5qdM3xrg9PdeMZLKxPsbYtQ5j+TzwfaAkfanap/aq6T+UZFJSBoyNMc6roX0B8DrQj6Qq/DsxxvL03OXAb4ANQM8Y486Mfs8C44Fvxhj/J32tCPgZ8O/AIzHGs2obt6Tay8WcFUJ4ieSG+A+Br8QYS9PXPwT8hWR1gz4xxlW1uOYVwK+BmcBpMcbN6eunknygAwgxxuUZff4MfIwkp/17xvVvAL4LzAWGxRjLDub9S6qdfM5bzrWk3JNrOSuE0Irkxng74Hbgqop8EkKYDPwD2AUMrM0qBc61pNySzznLeZaUm7Kdt0IITwCnkhQ2XJFxja4kOWgk8LMY4zUZfepsrhNC+E76Hh8hKfSsyIGXAX8kKc7oV6kgwrwlZUk+56wQQguSAqhWwCdjjH9IXy8AvkUy/5oLHJ8xByshmZ/1qtSnafoezgN+EWO86nB+L5J0OAqzHYCUI65Ij1+pmAABpBOLrwPzgE4ky4JXGAYUATPqIoAQwugQwlPAj4C3SCq4D3aMpsC9QFPgmpoKqFLjSW42vR5j/HbFRAcgfbp4PslS6CdkXGdC2m8ByfLsFe1LSZYhXg6cGUIYdLDvQVKt5FTOCiG0Jckh+4CvVXxoS2O+m6TwsxHJ0yi1cX16vKbiS710rCeBHwNNgP1LIadP63yEZCWF/6x0/f8FXiR5CucDtby+pIOXz3nLuZaUe3IqZwEfJilGWABcmVkoEJOtR78LtAX+u5aXd64l5ZZ8zlnOs6TclLW8FULoRVKMsAX4bEUxQnr91SQFSZAUH1T0qbO5TlqQcC3JqjSVc+CfSVby6wh8PKOPeUvKrrzNWcAHSQqoHq8ohkrHKScpINuejtUjo89HSAqoKvfZSbJl/Hbg8hBC61pcX5KOCIuopNrZTHJj5dnKJ9LJQMV+xpkV4xVbuUyvoxjuBSYBD5FUjm86hDFuAAaQPHny+8onQwhTQwjlIYRvVbwWY3yWZAnNs6sZsyg97s147Zz0eH/lSvUY416SJdkh2Z9ZUt3LtZxV8UGtmGTZ8f3S7WLapT9urHTuPTkrvSHUB1gTY3y+imvdkx4z88+ZJHOiR2PV25tW1UdS3crbvOVcS8pJuZazjk+Pj8QY91RxvmJbiXflIedaUoORtznLeZaUs7KZtzqRbJ/3WOZKTxkWpMc26QPLcIhznRDC0jRvfTLj5QnAMcDLsert96oay7wlZVc+56w7gJ7AZ6oYpwioKGCvaq51X+UOMcaNwFMkDyaeUcWYknRUFGc7ACkXxBgvqO5cuiRnxYQn84PNyPS4L4RwJ8nTIB2BxST7I/8oxrjrIMJ4ErgzfbqXEMJBdIUQQh/gS8Bu4Joamr9LjHFtFeM1Ar5MUpT1GvBSxumh6XFONUNWrIB1fDXnJR2GXMtZMcYtIYTnSVZs+VsI4RqSfdi7kiz5O4BkVZeptbhuRf55tZrzr5F8eOsfQmiSvidzlpRleZ63nGtJOSbXchbvFAlsqeb8vvTYP4RQlPkkchWca0k5Js9zlvMsKQdlM2/FGP/FgVcUHpseN2asElWXeeNQxjJvSVmUzzkrLRJ7T8FnuqreD4AWJMVaazJO1+b656bXv6umGCTpSLCISjp8VwHHAhtIKqQrVEyMvkOyZO4MkpUKRgL/C5wXQjgtc3nNA4kxXn6YcX4TaAzcGmNcVE2bTwDNSN5LlUIIZwH/QbLUeQeSKvePVLpp1S09rqpmmIoJU5fahS6pDtXXnPVRkifjRgLPVTp3C8l2WZX3YK8qZx0w/8QYd4UQ3gLakHwwXV5TH8xZUrY19Lz1Ls61pJxXH3PW/PR4SjXnT0qPRSQr6a1Pf3auJTV8DT1nvYvzLKlBOCp5qyppMcR30x/vzjh1qHnjVKAk4/zBjJW5IrJ5S6q/GnrOqnzNfyO5XzYOaEmyCunHKzUzZ0mq9yyikg5DCGEySTU1JPsd70hfbwJU7DH+VeD/Kr5EC8njdn8jmUTcDFx5FOLsTrLP8G7ge9W1izEur8VwpwJnZfxcQvJel2W81jw97qhmjIqK9xa1uJ6kOlLPc9Ya4HckH+zWAXNJlgIeTrJn+wzgj5kdqslZNeUfSHJQG97JQeYsqZ7Kk7xVmXMtKUfV45x1F8mN+EkhhG8A360oGAghjCF54KZC44p/ONeSGrY8yVmVOc+Sclg281YIoQD4OTAGeBP4dsbpQ8ob1TzoXNuxCkMIzdLfgXlLqofyJGdVdh7w/oyfm/LOau2HdX1JOpoKsx2AlKtCCOcAD5LcsPl5jPG3FefSZTY7AINjjP+buQpBjDGSPB0H8OkQQsujEO41JDeGfh9jrK66u7Z+QDLx6Q18CxgG/COEkLk/8QGXUs9gDpKOkvqcs0IIxcAjwE9I8kr/GOMHY4wjgdNInjC+PX0PNalt/oF3cpA5S6qH8ihvVeZcS8pB9TlnxRjXAZ8C9gI3AotCCPeHEF4gWYXlMd5ZyWVvDcM515IagDzKWZU5z5JyVDbzVvr577fAZ0m+3L+40tZUdZk3nGtJDUAe5azKrgGakBRO3QpMBp4KIWRuDWjOklTvmYCkQxBCuAa4n+TGy0+Bqyu3iTG+FWN8rar+McYZwEqS1eCGH7FA33Fpevzd4Q4UY1wbY9wVY1waY7yR5KZTEcmyoxW2psem1QxT8fq2w41HUs1yIGd9iuQD1f+LMd6U7qVece2ngC8BBcA3ajFWTfkn81xFDjJnSfVMnuWtd3GuJeWeHMhZxBjvAcYDDwCtSJ4OLiF5svmjwDFp07dqGMq5lpTj8ixnVR7XeZaUg7KZt0IIrUm2o/oUSX44O8Y4rVKzuswbtR2rjHdWcTFvSfVInuWsd4kxro4x7o4xLowxXg38mmS75a8fjetLUl1xOz/pIKQV3D8juWlTDlwfY/y/QxxuBdCdd5auPCJCCGNJtpaJMcaXj8Al/kiyjc2wEEJRusT6KpK9m6vbs7hrelx9BOKRlMqhnDU5PT5SzfmH0uPwjDxTnYrV9qrMPyGEpiTby5QBa2vTB3OWdNTkad6qiXMtqZ7KoZwFQPp58PzKr4cQepPcqF6bPhV9IM61pByVpzmrJs6zpHos23krhNCPZCWZQPI3f06M8ZUqmtblXKe2Y63LWL3GvCXVA3mas2ryR+AzwKhK12+bXn/FEb6+JB0Si6ikWkpvBt9P8vTbTuATMcZ7q2l7MnAFsDrGeH01Q/ZIj1VNEurS2enx7kPpHEI4C7gEeDrGeHsVTXanx2KSFRcA5gDnAoOrGXZwRjtJR0CO5aw26bG6rRj2pcdiklU0D1SMUJFXqss/FfvNL8y44V5TH3OWdBTka95yriXlplzKWekWEMOBndU8WHNqenypFsM515JyUL7mLOdZUu7Kdt4KIYwBHgbaAbOAc2OMK6tpXpdznUMZy7wlZVm+5qwQwmXAGcBfYowPV9GkYq5VUun6Q9PrVDWfM2dJyjq385NqIYRQxDsToDeBidVNgFKFJPsWXxtCaFXFeJNIqsiXA/PqPOB3G5cenz3E/l2BTwJfCCEUVHG+okhrVoyx4gvDitUXLqjcJ4RQwjtPEj54iDFJOoAczFkVSxefV835M9LjvBhjdQULAMQY3wAi0DOEMLqKJpekx8z88wjJaglnph94K7u4ij6S6lA+5y2ca0k5JwdzVkfgaeDOKq5dCHwu/fEvNQ3kXEvKPfmcs3CeJeWkbOetEMJQ4FGSYoSHgZMOUIwAdTvXeRZ4GxgXQuhaxfmq5lrmLSmL8jxnDQQuA66q5nzFXCuzML4iZ11UuXEIoR0wCdgFPFGL60vSEWERlVQ7XyWZAG0DJsUYa3ra7RlgLslev78PIexfcjOEMBj4Q/rjt2KM5Ucg3kwVN7Zr3MovhNAzhDAwhNA+4+V7gA0kleHfTW9YVbQ/Bbg5/XH/sqQxxhdIKsiHAt+p+PCWTiZ/QlJF/48Y49xDfleSDiTXctZtJKu2XBBCuDbzRLol6U3pjz+qdK6qnAVJngH4TQihY0b7ycB1JE/AVOQuYoyrgHuBDsAv0xtMFX2uJylGncM7H/Ak1b18zlvOtaTck1M5Ky18ehXol5mz0pzxI5LtX+ZQafVi51pSg5HPOct5lpSbspa3QgiNSPJLa+Ax4PwY4/YD9TnUuU4IoW+at1pljLUL+CXQCLg9hNAio/3HSIqo1gO/zehj3pKyK29zFvA7ks9/Z4cQPlep/cXA9SQFW9/POHU/sCztc2VG+6Ykua058OsY44YDvQ9JOpIKysuPdP2GlNtCCG1IKr5bAK9z4GKkP8UYH037DQKmkDxBtx54keR//hNIlq78SYzx84cR11LgWGBEjHFWNW1aA5uB3THGJrUYcypwCnBjjPFbGa+fCjxAMqlbTDKB6kFy46qgcvu0z3HANKA9sIBkUjgC6AssAcbHGNfU7t1Kqq1czVkhhI+TfEgqARYBs0meuBlNUvT9ixjjVZX6TKXqnFVI8mHsXJKn96YArdL3UgBcFmO8s9JYnYHngD4kH+JeJtk/fiiwCTg5xvgakuqcecu5lpRLcjhnjQCeB5oAM0jmO6PSPsuAyTHGxZX6TMW5lpTTzFnOs6Rck+28FUL4DMlDM5Cs1rLpAM0/G2PckfY76LlORi78VOaWoyGEZsBU4IT0vTxD8llzLMnqLGfGGKdWGsu8JWWBOWv//bHfkWyPPI/k99AfGELyAOLnYoy/qTTWBOCfQFNgJskc7X0kq4hOJylG21bT+5ekI8WVqKSaTSSZAAEMAD52gP+Oq+iUTjCGAbeQVKCfSXLD52mSavDPH4XYO6THtw5nkBjjkyQfum4nuYF1Dslk6UGSG1ffqqLPfJIvEX9PckP9XKCc5OmXcX5ok46YieRgzoox/gkYA9xBkmfOI/mw9RRwYeVChBrGKiNZDviLJB8CzwAGkTyNc0rlL/XSPmtJbkbdkr50HtCSJO+N9ks96YiaiHnLuZaUOyaSmznrFZKb0n8n+TLtTGA78F2Suc7iA3SvPJZzLSl3TMSc5TxLyi0TyW7eOifj32fWcP1GGdevs7lOWuQwCfg2sCWNqTtwHzC2cgFV2se8JWXHRMxZfwJOJFndqiNJ/mkH/JUkZ/2mij7TSO6p3Qv0TN/HFuBGkvmZBVSSssqVqCRJkiRJkiRJkiRJkiTlNVeikiRJkiRJkiRJkiRJkpTXLKKSJEmSJEmSJEmSJEmSlNcsopIkSZIkSZIkSZIkSZKU1yyikiRJkiRJkiRJkiRJkpTXLKKSJEmSJEmSJEmSJEmSlNcsopIkSZIkSZIkSZIkSZKU1yyikiRJkiRJkiRJkiRJkpTXLKKSJEmSJEmSJEmSJEmSlNcsopIkSZIkSZIkSZIkSZKU1yyikiRJkiRJkiRJkiRJkpTXLKKSJEmSJEmSJEmSJEmSlNcsopIkSZIkSZIkSZIkSZKU1yyikiRJkiRJkiRJkiRJkpTXLKKSJEmSJEmSJEmSJEmSlNcsopIkSZIkSZIkSZIkSZKU1yyikiRJkiRJkiRJkiRJkpTXLKKSJEmSJEmSJEmSJEmSlNcsopIkSZIkSZIkSZIkSZKU1/5/5G8LBOWEwj4AAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Replaces data points where the differences is 0 with NaN.\n", "reject_noise = filtered_altitude.where(filtered_altitude.diff() != 0)\n", "\n", "# Fill those NaNs through linear interpolation.\n", "mission_data['altitude_m'] = reject_noise.interpolate()\n", "\n", "\n", "ax = pretty_plots()\n", "ax.set_title('Smoothed altitude')\n", "ax.plot(mission_data['altitude_m'], label='altitude')\n", "ax.set_ylabel('altitude (m)')\n", "\n", "ax2 = ax.twinx()\n", "ax2.plot(mission_data['altitude_m'].diff(), color='C1');\n", "ax2.set_ylabel('ascent rate (m/s)')" ] }, { "cell_type": "markdown", "id": "bc3c42cc", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "Alright, that looks pretty reasonable, though with some fairly rough nosie during a portion of the descent phase." ] }, { "cell_type": "markdown", "id": "fba9cf88", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Altitude statistics\n", "\n", "Finally, we can now compute some interesting altitude statistics and use them to answer some questions about our mission." ] }, { "cell_type": "code", "execution_count": 15, "id": "b625c29b", "metadata": { "slideshow": { "slide_type": "subslide" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Burst altitude: 33502.8 meters, (109917.3 feet)\n" ] } ], "source": [ "burst_altitude_index = np.argmax(mission_data['altitude_m'])\n", "burst_altitude_m = mission_data['altitude_m'].max() * units.m\n", "burst_altitude_ft = burst_altitude_m.to(units.ft)\n", "\n", "print(f\"Burst altitude: {burst_altitude_m.magnitude:0.1f} meters, ({burst_altitude_ft.magnitude:0.1f} feet)\")" ] }, { "cell_type": "code", "execution_count": 16, "id": "7c504bd5", "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Maximum ascent rate: 6.36 m/s\n", "Average ascent rate: 3.53 m/s\n", "\n", "Maximum descent rate: 60.84 m/s\n", "Average descent rate: 14.91 m/s\n", "Ascent rate at landing: 4.87 m/s\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# We can smooth out a bit of the noise in the ascent rate data with a simple exponential moving average.\n", "ascent_rate = mission_data['altitude_m'].diff()\n", "mission_data['ascent_rate_mps'] = ascent_rate.ewm(span=30).mean()\n", "\n", "ax = pretty_plots()\n", "ax.plot(mission_data['ascent_rate_mps'])\n", "\n", "ascent_phase = mission_data[mission_data.index < burst_time].copy()\n", "descent_phase = mission_data[mission_data.index > burst_time].copy()\n", "\n", "print(\"Maximum ascent rate: {0:0.2f} m/s\".format(ascent_phase['ascent_rate_mps'].max()))\n", "print(\"Average ascent rate: {0:0.2f} m/s\".format(ascent_phase['ascent_rate_mps'].mean()))\n", "print()\n", "print(\"Maximum descent rate: {0:0.2f} m/s\".format(descent_phase['ascent_rate_mps'].min()*-1))\n", "print(\"Average descent rate: {0:0.2f} m/s\".format(descent_phase['ascent_rate_mps'].mean()*-1))\n", "print(\"Ascent rate at landing: {0:0.2f} m/s\".format(descent_phase['ascent_rate_mps'][-1]*-1))" ] }, { "cell_type": "markdown", "id": "2d9f2f20", "metadata": {}, "source": [ "## Other Fun Data" ] }, { "cell_type": "markdown", "id": "af285dc3", "metadata": {}, "source": [ "### Horizontal speed\n", "\n", "In Graupel-1, our balloon reached horizontal speeds of up to 90 mph. This time, our balloon strolled along a more leisurely pace. This is good, because our ascent rate was lower than anticipated... if it was any faster, we would have had to drive to Idaho." ] }, { "cell_type": "code", "execution_count": 17, "id": "4e442a08", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Max speed: 97.55 mile / hour\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "mission_data['speed_mps'] = mission_data['speed_mps'].ewm(alpha=0.05).mean()\n", "\n", "fig, ax = plt.subplots()\n", "annotate_layers(ax, label=True, max_layer=4)\n", "\n", "ax.plot(mission_data['speed_mps'], mission_data['altitude_m'])\n", "#ax.plot(descent_phase['speed_mps'], descent_phase['altitude_m'])\n", "\n", "ax.set_title(\"Speed at altitude\")\n", "ax.set_xlabel(\"speed (m/s)\")\n", "ax.set_ylabel(\"altitude (meters)\")\n", "\n", "mph = units.mile / units.hour\n", "max_speed = mission_data['speed_mps'].max() * units.m / units.s\n", "print(f\"Max speed: {max_speed.to(mph):0.2f}\")" ] }, { "cell_type": "markdown", "id": "e071f3f7", "metadata": {}, "source": [ "From the above data, we can see why our balloon travelled so far east from its predicted flight path. Our original estimated ascent rate was 4.9 m/s, but since we ran out of helium before hitting our target lift, our actual ascent rate averaged only 3.9 m/s. This caused our balloon to drift through the jet stream for a longer period of time, where it was being blown around at a brisk **35 m/s (~80 mph)**!" ] }, { "cell_type": "markdown", "id": "39c0e889", "metadata": {}, "source": [ "### Weather Data" ] }, { "cell_type": "code", "execution_count": 18, "id": "9bfa5b5f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0, 'temperature (C)')" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "annotate_layers(ax, label=True, max_layer=4)\n", "ax.plot(ascent_phase['temperature_C'], ascent_phase['altitude_m'], label=\"ascent\")\n", "ax.plot(descent_phase['temperature_C'], descent_phase['altitude_m'], label=\"descent\");\n", "ax.set_title(\"Temperature at Altitude\")\n", "ax.set_ylabel(\"altitude (m)\")\n", "ax.set_xlabel(\"temperature (C)\")" ] }, { "cell_type": "code", "execution_count": 19, "id": "2db9d329", "metadata": {}, "outputs": [], "source": [ "# Write the missison data back out to a csv file.\n", "mission_data.to_csv(directory + '/clean-data.csv')" ] } ], "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": "3.9.1" } }, "nbformat": 4, "nbformat_minor": 5 }