{ "cells": [ { "cell_type": "markdown", "id": "d34a9654", "metadata": {}, "source": [ "# Trajectory interpolation\n", "\n", "Notebook: Lukas Winiwarter, 2023\n", "\n", "In this demo, we present how an existing or external trajectory can be used to model platform location and attitude in a HELIOS++ simulation." ] }, { "cell_type": "code", "execution_count": 1, "id": "796cf736", "metadata": {}, "outputs": [], "source": [ "from pathlib import Path\n", "from IPython.display import Code\n", "from pyhelios.util.xmldisplayer import display_xml, find_playback_dir" ] }, { "cell_type": "code", "execution_count": 2, "id": "11aadb60", "metadata": {}, "outputs": [], "source": [ "import os\n", "os.chdir(\"..\")" ] }, { "cell_type": "markdown", "id": "14eb3773", "metadata": {}, "source": [ "## Survey\n", "\n", "In this example, we simulate an airborne laser scanner acquisition flying inside of a box of 100 m side length. This allows us to see the full point pattern. We set the `platform` to `interpolated`, and define a trajectory file in the `` tag. This is provided by a filename and a column order. By setting `syncGPSTime`, we ensure that the output point cloud is in the same time system as the input trajectory." ] }, { "cell_type": "code", "execution_count": 3, "id": "0115b1c5", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
<document>\n",
       "    <scannerSettings id="scaset" active="true" pulseFreq_hz="180000" scanFreq_hz="100" />\n",
       "\n",
       "    <survey name="box_interpolation" scene="data/scenes/demo/box_scene.xml#box_scene" platform="interpolated" basePlatform="data/platforms.xml#sr22" scanner="data/scanners_als.xml#riegl_lms-q560">\n",
       "\t\t<leg>\n",
       "            <platformSettings trajectory="data/trajectories/flyandrotate.trj" tIndex="0" xIndex="4" yIndex="5" zIndex="6" rollIndex="1" pitchIndex="2" yawIndex="3" slopeFilterThreshold="0.0" toRadians="true" syncGPSTime="true" tStart="0" tEnd="5" teleportToStart="true" />  \n",
       "\t\t\t<scannerSettings template="scaset" trajectoryTimeInterval_s="0.01" />\n",
       "        </leg>\n",
       "\t\t<leg>\n",
       "            <platformSettings trajectory="data/trajectories/flyandrotate.trj" tStart="5" tEnd="10" teleportToStart="true" />\n",
       "\t\t\t<scannerSettings template="scaset" trajectoryTimeInterval_s="0.01" />\n",
       "        </leg>\n",
       "    </survey>\n",
       "</document>\n",
       "
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"source": [ "## Execute the simulation" ] }, { "cell_type": "code", "execution_count": 6, "id": "525b411b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "HELIOS++ VERSION 0.1.dev1003+g06ef94c.d20240213\n", "\n", "CWD: \"/home/dkempf/helios\"\n", "seed: AUTO\n", "surveyPath: \"data/surveys/demo/box_survey_interp.xml\"\n", "assetsPath: \"assets/\"\n", "outputPath: \"output/\"\n", "writeWaveform: 0\n", "writePulse: 0\n", "calcEchowidth: 0\n", "fullWaveNoise: 0\n", "splitByChannel: 0\n", "parallelization: 1\n", "njobs: 0\n", "chunkSize: 32\n", "warehouseFactor: 4\n", "platformNoiseDisabled: 0\n", "legNoiseDisabled: 0\n", "rebuildScene: 0\n", "lasOutput: 0\n", "las10: 0\n", "fixedIncidenceAngle: 0\n", "gpsStartTime: \n", "kdtType: 4\n", "kdtJobs: 0\n", "kdtGeomJobs: 0\n", "sahLossNodes: 32\n", "\n", "xmlDocFilename: box_survey_interp.xml\n", "xmlDocFilePath: data/surveys/demo\n", "xmlDocFilename: scanners_als.xml\n", "xmlDocFilePath: data\n", "Using default value for attribute 'averagePower_w' : 4\n", "Using default value for attribute 'beamQualityFactor' : 1\n", "Using default value for attribute 'opticalEfficiency' : 0.99\n", "Using default value for attribute 'receiverDiameter_m' : 0.15\n", "Using default value for attribute 'atmosphericVisibility_km' : 23\n", "Using default value for attribute 'wavelength_nm' : 1064\n", "Scanner: riegl_lms-q560\n", "Device[0]: riegl_lms-q560\n", "\tAverage Power: 4 W\n", "\tBeam Divergence: 0.5 mrad\n", "\tWavelength: 1064 nm\n", "\tVisibility: 23 km\n", "\n", "Using default value for attribute 'maxNOR' : 0\n", "Using default value for attribute 'rangeMax_m' : 1.79769e+308\n", "Using default value for attribute 'headRotatePerSecMax_deg' : 0\n", "Number of subsampling rays (riegl_lms-q560): 19\n", "Using default value for attribute 'trajectory_separator' : ,\n", "Using default value for attribute 'trajectory_separator' : ,\n", "xmlDocFilename: platforms.xml\n", "xmlDocFilePath: data\n", "Using default value for attribute 'y' : 0\n", "Using default value for attribute 'x' : 0\n", "Number of subsampling rays (riegl_lms-q560): 19\n", "Using default value for attribute 'numRuns' : 1\n", "Using default value for attribute 'simSpeed' : 1\n", "Using default value for attribute 'stripId' : NULL_STRIP_ID\n", "Using platform default value for attribute 'x' : 0\n", "Using platform default value for attribute 'y' : 0\n", "Using platform default value for attribute 'z' : 0\n", "Using platform default value for attribute 'onGround' : 0\n", "Using platform default value for attribute 'stopAndTurn' : 1\n", "Using platform default value for attribute 'smoothTurn' : 0\n", "Using platform default value for attribute 'slowdownEnabled' : 1\n", "Using platform default value for attribute 'movePerSec_m' : 70\n", "Using scanner default value for attribute 'beamDivergence_rad' : 0.003\n", "Using scanner default value for attribute 'trajectoryTimeInterval_s' : 0\n", "Using default value for attribute 'name' : Unnamed scannerSettings asset\n", "Using scanner default value for attribute 'active' : 1\n", "Using scanner default value for attribute 'pulseFreq_hz' : 180000\n", "Using scanner default value for attribute 'scanFreq_hz' : 100\n", "Using scanner default value for attribute 'beamDivergence_rad' : 0.003\n", "Using default value for attribute 'stripId' : NULL_STRIP_ID\n", "Using platform default value for attribute 'x' : 0\n", "Using platform default value for attribute 'y' : 0\n", "Using platform default value for attribute 'z' : 0\n", "Using platform default value for attribute 'onGround' : 0\n", "Using platform default value for attribute 'stopAndTurn' : 1\n", "Using platform default value for attribute 'smoothTurn' : 0\n", "Using platform default value for attribute 'slowdownEnabled' : 1\n", "Using platform default value for attribute 'movePerSec_m' : 70\n", "Using scanner default value for attribute 'active' : 1\n", "Using scanner default value for attribute 'pulseFreq_hz' : 180000\n", "Using scanner default value for attribute 'scanFreq_hz' : 100\n", "Using scanner default value for attribute 'beamDivergence_rad' : 0.003\n", "Loading Scene...\n", "Reading serial scene wrapper object from data/scenes/demo/box_scene.scene ...\n", "Building KD-Grove... \n", "KDTree (num. primitives 12) :\n", "\tMax. # primitives in leaf: 6\n", "\tMin. # primitives in leaf: 4\n", "\tMax. depth reached: 14\n", "\tKDTree axis-aligned surface area: 60000\n", "\tInterior nodes: 81\n", "\tLeaf nodes: 82\n", "\tTotal tree cost: 9.03226\n", "KDGrove stats:\n", "\tNumber of trees: 1\n", "\tNumber of static trees: 1\n", "\tNumber of dynamic trees: 0\n", "\tStatistics (min, max, total, mean, stdev):\n", "\t\tBuilding time: (0.0100, 0.0100, 0.0100, 0.0100, 0.0000)\n", "\t\tTree primitives: (12, 12, 12, 12.0000, 0.0000)\n", "\t\tMax primitives in leaf: (6, 6, 6, 6.0000, 0.0000)\n", "\t\tMin primitives in leaf: (4, 4, 4, 4.0000, 0.0000)\n", "\t\tMaximum depth: (14, 14, 14, 14.0000, 0.0000)\n", "\t\tAxis-aligned surface area: (60000.0000, 60000.0000, 60000.0000, 60000.0000, 0.0000)\n", "\t\tNumber of interior nodes: (81, 81, 81, 81.0000, 0.0000)\n", "\t\tNumber of leaf nodes: (82, 82, 82, 82.0000, 0.0000)\n", "\t\tTree cost: (9.0323, 9.0323, 9.0323, 9.0323, 0.0000)\n", "\n", "KDG built in 0.011s\n", "Scene loaded in 0.012s\n", "Reading Spectral Library...\n", "Using default value for attribute 'seed' : AUTO\n", "Output directory: \"output//box_interpolation/2024-02-13_10-54-03/\"\n", "Simulation: Scanner changed!\n", "Starting leg 0\n", "\n", "Pulse frequency set to 180000\n", "Scan angle set to 45\n", "Applying settings for PolygonMirrorBeamDeflector...\n", "Vertical angle min/max nan/nan\n", " -- verticalAngleMin not set, using the value of -22.5 degrees\n", " -- verticalAngleMax not set, using the value of 22.5 degrees\n", "Leg0 waypoints:\n", "\tOrigin: (50, 10, 50)\n", "\tTarget: (50, 10, 50)\n", "\tNext: (10, 50, 50)\n", "\n", "Running simulation...\n", "Starting leg 1\n", "\n", "Pulse frequency set to 180000\n", "Scan angle set to 45\n", "Applying settings for PolygonMirrorBeamDeflector...\n", "Vertical angle min/max nan/nan\n", " -- verticalAngleMin not set, using the value of -22.5 degrees\n", " -- verticalAngleMax not set, using the value of 22.5 degrees\n", "Leg1 waypoints:\n", "\tOrigin: (50, 10, 50)\n", "\tTarget: (10, 50, 50)\n", "\tNext: (10, 50, 50)\n", "\n", "Clearing point cloud: \"output//box_interpolation/2024-02-13_10-54-03/leg000_points.xyz\"\n", "Survey 20.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 1.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Survey 20.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 2.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Survey 20.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 3.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Survey 20.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 4.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Survey 21.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 5.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Survey 21.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 6.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Survey 21.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 7.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Survey 21.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 8.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 21.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 9.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 22.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 10.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 22.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 11.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 22.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 12.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 22.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 13.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 22.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 14.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 23.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 15.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 23.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 16.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 23.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 17.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 23.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 18.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 23.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 19.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 24.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 20.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 24.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 21.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 24.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 22.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 24.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 23.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 24.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 24.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 25.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 25.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 25.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 26.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 25.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 27.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 25.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 28.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 25.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 29.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 26.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 30.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 26.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 31.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 26.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 32.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 26.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 33.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 26.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 34.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 27.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 35.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 27.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 36.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 27.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 37.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 27.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 38.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 27.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 39.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 28.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 40.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 28.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 41.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 28.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 42.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 28.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 43.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 28.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 44.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 29.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 45.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 29.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 46.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 29.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 47.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 29.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 48.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 29.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 49.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 30.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 50.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 30.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 51.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 30.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 52.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 30.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 53.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 30.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 54.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 31.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 55.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 31.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 56.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 31.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 57.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 31.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 58.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 31.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 59.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 32.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 60.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 32.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 61.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 32.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 62.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 32.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 63.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 32.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 64.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 33.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 65.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 33.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 66.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 33.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 67.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 33.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg2/5 68.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 33.80%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 69.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 34.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 70.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 34.20%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 71.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 34.40%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 72.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 34.60%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 73.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 34.80%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 74.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 35.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 75.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 35.20%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 76.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 35.40%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 77.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 35.60%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 78.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 35.80%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 79.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 36.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 80.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 36.20%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 81.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 36.40%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 82.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 36.60%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 83.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 36.80%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 84.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 37.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 85.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 37.20%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 86.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 37.40%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 87.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 37.60%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 88.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 37.80%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 89.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 38.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 90.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 38.20%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 91.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 38.40%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 92.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 38.60%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 93.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 38.80%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 94.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 39.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 95.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 39.20%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 96.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 39.40%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 97.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 39.60%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 98.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 39.80%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 99.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 40.00%\tElapsed 00 00:00:00 Remaining 00 00:00:01\n", "Leg2/5 100.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Starting leg 2\n", "\n", "Pulse frequency set to 180000\n", "Scan angle set to 45\n", "Applying settings for PolygonMirrorBeamDeflector...\n", "Vertical angle min/max nan/nan\n", " -- verticalAngleMin not set, using the value of -22.5 degrees\n", " -- verticalAngleMax not set, using the value of 22.5 degrees\n", "Leg2 waypoints:\n", "\tOrigin: (10, 50, 50)\n", "\tTarget: (10, 50, 50)\n", "\tNext: (10, 50, 50)\n", "\n", "Survey 60.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg3/5 100.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Starting leg 3\n", "\n", "Pulse frequency set to 180000\n", "Scan angle set to 45\n", "Applying settings for PolygonMirrorBeamDeflector...\n", "Vertical angle min/max nan/nan\n", " -- verticalAngleMin not set, using the value of -22.5 degrees\n", " -- verticalAngleMax not set, using the value of 22.5 degrees\n", "Leg3 waypoints:\n", "\tOrigin: (10, 50, 50)\n", "\tTarget: (10, 50, 50)\n", "\tNext: (90, 50, 50)\n", "\n", "Survey 80.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg4/5 100.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Starting leg 4\n", "\n", "Pulse frequency set to 180000\n", "Scan angle set to 45\n", "Applying settings for PolygonMirrorBeamDeflector...\n", "Vertical angle min/max nan/nan\n", " -- verticalAngleMin not set, using the value of -22.5 degrees\n", " -- verticalAngleMax not set, using the value of 22.5 degrees\n", "Leg4 waypoints:\n", "\tOrigin: (10, 50, 50)\n", "\tTarget: (90, 50, 50)\n", "\tNext: (90, 50, 50)\n", "\n", "Clearing point cloud: \"output//box_interpolation/2024-02-13_10-54-03/leg001_points.xyz\"\n", "Survey 90.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 50.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 90.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 51.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 90.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 52.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 90.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 53.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 90.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 54.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 91.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 55.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 91.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 56.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 91.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 57.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 91.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 58.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 91.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 59.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 92.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 60.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 92.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 61.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 92.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 62.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 92.60%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 63.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 92.80%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 64.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 93.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 65.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 93.20%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 66.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 93.40%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Leg5/5 67.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 93.60%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 68.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 93.80%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 69.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 94.00%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 70.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 94.20%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 71.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 94.40%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 72.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 94.60%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 73.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 94.80%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 74.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 95.00%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 75.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 95.20%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 76.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 95.40%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 77.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 95.60%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 78.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 95.80%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 79.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 96.00%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 80.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 96.20%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 81.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 96.40%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 82.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 96.60%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 83.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 96.80%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 84.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 97.00%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 85.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 97.20%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 86.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 97.40%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 87.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 97.60%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 88.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 97.80%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 89.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 98.00%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 90.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 98.20%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 91.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 98.40%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 92.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 98.60%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 93.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 98.80%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 94.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 99.00%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 95.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 99.20%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 96.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 99.40%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 97.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 99.60%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 98.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 99.80%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 99.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Survey 100.00%\tElapsed 00 00:00:01 Remaining 00 00:00:00\n", "Leg5/5 100.00%\tElapsed 00 00:00:00 Remaining 00 00:00:00\n", "Starting leg 5\n", "\n", "Pulse frequency set to 180000\n", "Scan angle set to 45\n", "Applying settings for PolygonMirrorBeamDeflector...\n", "Vertical angle min/max nan/nan\n", " -- verticalAngleMin not set, using the value of -22.5 degrees\n", " -- verticalAngleMax not set, using the value of 22.5 degrees\n", "Elapsed simulation steps = 1800004\n", "Elapsed virtual time = 10 sec.\n", "Main thread simulation loop finished in 1.47605 sec.\n", "Waiting for completion of pulse computation tasks...\n", "Pulse computation tasks finished in 1.4761 sec.\n", "Total simulation time: 0:00:1\n", "\n" ] } ], "source": [ "!helios data/surveys/demo/box_survey_interp.xml" ] }, { "cell_type": "markdown", "id": "7a87ec1c", "metadata": {}, "source": [ "## Results\n", "\n", "Now let's find the output files and display a 3D plot." ] }, { "cell_type": "code", "execution_count": 7, "id": "f180cf97", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_118256/2975681461.py:1: DeprecationWarning: \n", "Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),\n", "(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)\n", "but was not found to be installed on your system.\n", "If this would cause problems for you,\n", "please provide us feedback at https://github.com/pandas-dev/pandas/issues/54466\n", " \n", " import pandas as pd\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Loading points from /home/dkempf/helios/output/box_interpolation/2024-02-13_10-54-03\n" ] }, { "data": { "image/png": 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k02lMT08jFArh1q1baG1tlbxWJQT1lXCM+airq0NbWxva2toAPHWKZ0JkeXkZsVjslKu61UqvFMZZQiSdTiOVSp0pRMiHhSCIaobeEgRBAIAYFKXTaQCnS0mkIFcMHB4ewufzwW63Y3x8XFZPQSUIj2raya6vr0d7ezva29sBAIlEQhzdu7CwgEQicUqIMPO+QlTTOSqEHCHCSrNIiBAEUW2Q8CAIIsubIzM4kotUMSAIAlZXV7G0tITz589jcHBQdZGT+7NaYXRxVCoNDQ3o6OhAR0cHAODk5ETMiMzNzSGZTGa5qrtcLgqiMygmRICnpYupVAoOh0MUI3QOCYKoZEh4EEQNU8ybQy5SSq2SySSmpqZwfHyMu3fvwuv1lrxWJfh4VKvwyMVms8Fms6GzsxOCIODk5ETMiGxuboLjOFGINDc30+jeHM4SIq+++iqeffZZ0XMlsyyLhAhBEJUGCQ+CqFGkeHPIpVhzeSgUgt/vh8fjwfj4eFnNyZUQ1NdKGVEuJpMJdrsddrsd3d3dEAQB0WgU4XAYBwcHWF9fF/92m5ubaGlpQVNTU82er3xknguW7WCZSZYRyRUibGoWQRCEUSHhQRA1iBxvDjmcJQYEQcDy8jJWVlYwMjKC3t7estesBOEBVG+plRxMJhOamprQ1NSE3t5eCIKAw8NDPHz4EAcHB1hbW4PJZMryELHb7TUfRLNrJ7P/I/NrTIgkk0nxe5gQyZyaRRAEYRRIeBBEDVGKN4cc8omBeDwOv9+PZDKJ+/fvw+VyKbae0YN6Cvryw4QIAFy7dg1msxnHx8cIh8PY39/H0tISrFbrKVf1Wj2f+T63FCFiNptPNavX6jkkCMIYkPAgiBpBjdKqXHKFx/7+PiYnJ9He3o47d+4oOm61VM8QramEY9SDzPNiNpvhdrvhdrsxMDAAnudxdHSEcDiMvb09LC4uor6+Pisj0tjYqOPRa4Oca0eqEMntESEhQhCElpDwIIgagGU5lC6tyoU1l/M8j8XFRWxsbODq1avo6upSZT2jB/UU1JWG2WyGx+OBx+PB4OAgOI4TXdW3trYwPz+PhoaGLCEiZxRzpZBZaiWXTCHCfg8rscx0VSchQhCElpDwIIgqJtebQ03RwX5/PB7H66+/Dp7nMTY2BofDodpaRhcegPHFUSVgsVjQ3NyM5uZmAE9NJ5kQ2djYwOzsLOx2e5aren19vc5HXT7lCI9M2M+TECEIQm9IeBBElcLzPEKhEOrq6lBfX1+SIaBckskkAoEAenp6cOnSJdVHfRo9qKegTR2sVitaWlrQ0tICAEilUqKHyMrKCqLRKJqamkQR4vF4ypqgpjdqlEQC+YVIIpFAMpkEABIiBEEoDgkPgqgyMmu7Z2Zm0Nvbi+7ublXX5DgOc3NziMVi6O3txZUrV1RdD6CMR7WgRCBbV1eHtrY2tLW1AXgqgJkQWV5eRiwWy3JV93g8klzV9UaraydTiFgsFtFDRBAEJBKJrIwIa1S3Wq2qZ1AJgqg+SHgQRBWR20CuRVBwfHwMv98Pq9UKr9crTivSAqMH9RSU6UN9fT3a29vR3t4OAEgkEqKZ4cLCAhKJBFwuV5aruhGFiFKlVnLJzI7mCpF4PC5+DxMiLCNCQoQgiGKQ8CCIKoFlOTiOEwMAs9lc1Em8VARBwObmJubn59Hf348LFy7A5/NpJgYo40FIpaGhAR0dHejo6ACALFf17e1tpNPpU0LECI7gegmPXKQKEZYJISFCEMRZkPAgiAqHeXOk0+lTU6vUCs7T6TSmp6cRCoVw69YttLa2AtDe1K+ctbQ4Vgq6jInNZoPNZkNXVxcEQcgSIpubm+A4LstDpKmpSVchYrTr6CwhwvM8CRGCIApCwoMgKphi3hxsvK2SHB4ewufzwW63Y3x8PGuMqZbCo1ICGMp4GBuTyQS73Q673Y7u7m4IgoBoNCoKkbW1NQiCIPaGMCGixfVXKddOISGSSCQQj8dhNptPNauTECGI2oOEB0FUKFK8OZTMeAiCgLW1NQQCAZw/fx6Dg4On1lRD6JyFlmuVCgVVlQdzVW9qakJvby8EQUAkEhGFyMrKiugzwjIidrtdlb+1IAgVeQ3lTtBjQoTjOHAcd+b4XhIiBFH9kPAgiAoj05tDEISCL2ulgvNkMompqSkcHx/j7t278Hq9eb9Py76LSglQKmXXmsiPyWSC0+mE0+lEX18feJ7H8fExwuEw9vf3sbS0JA5WYGLEZrMpcn1WqvDIhQkRVq6WKUTS6bT49dzSLC1GgBMEoS0kPAiiguB5Hul0+szSqlyUEAKhUAh+vx8ejwfj4+MF/RC0LrWqhIwHCY/8VOp5MZvNcLvdcLvdGBgYAM/zopnh7u4uFhcXUV9fn+Wq3tjYWPJ61Rh4nyVE0uk0UqkUCRGCqGJIeBBEBZDpzcF2QaW8gMsJzgVBwPLyMlZWVjAyMoLe3t6ia1KPB1FrmM1mUWAAT0sgmRDZ2trC/Pw8GhsbszxEMvuiClGp4kwucoQI8xFhpVkEQVQWJDwIwuDk8+aQGnSXmvGIx+OYnJxEIpHA/fv34XK5JP2c1j0eRg/MKuEYCWWxWCxobm5Gc3MzgKcT4JiZ4draGmZmZuBwOLJ6RM7KIlZLqZVcigkRIL+rOgkRgjA+JDwIwsDk8+aQQylCYH9/H5OTk2hra8Pt27dhtUp/TGid8TB6UF+LQSORjdVqRWtrqzhyOpVKiUJkZWUF09PTaGpqysqIsHuuVoVHLmcJkVQqhWQyCQCIRqNobGyE0+kkIUIQBoaEB0EYkELeHHIwm81ipqQYPM9jcXERGxsbuHLlCrq7u1Vdr1wqQXgAtVMuUyq1FljX1dWhra0NbW1tAJ4ObmATswKBAOLxOJxOp6ySrFojnxBZX1+Hy+USRZvJZKKMCEEYEBIeBGEwinlzyEFqxiMWi8Hv94PneYyNjcHhcJS8XiVlPNTeUa61oJqQT319Pc6dO4dz584BeFrmGA6HcXBwgN3dXaRSKbz11ltZruoWi0XnozYW7D5jQiOzJ46VZuUKEavVSvcnQegACQ+CMBA8zyOZTJaV5cjEbDYXFR47OzuYmZlBV1cXRkZGygpqKk14aEElHCNhHBobG9HZ2YnOzk6Ew2HMzMyI///29jbS6TTcbjc8Hg+am5vhdDppJx9Pn53secka0RmZQiSZTIrZktxmdRIiBKE+JDwIwgCw0io2tUopI61CwTnHcZibm8Pe3h6uX78u7riWgxShoxSVIDwokCHKxWw2o6urC11dXRAEAbFYTCzN2tzcBM/zcLvdYkbE6XTW5HVXKHspVYjklmbV4nkkCLUh4UEQOiPXm0MOZ021ikQi8Pl8sFqtGBsbg81mU2Q9ynicphKOkagMTCYTHA4HHA4Henp6IAgCotGoKETW1tYAIGtilsPhqIkAmmWJpZApRNj9ybLNZ7mqkxAhCGUg4UEQOlGqN4cccns8BEHA1tYW5ubm0N/fjwsXLihapkHCIxsKVIhyKNaDZDKZ0NTUhKamJvT29kIQBNFVPRgM4tGjRzCbzVlCxG63V+V1WWq/FvsZEiIEoQ0kPAhCB9hM+nQ6DUCeN4ccMjMe6XQa09PTCIVCuHXrljjeU0lIeJymEo5RD+i8FEduMG0ymeByueByudDf3w+e50Uhsr+/j6WlJVit1lOu6tUQQLMS1XIpJEQSiYQ4vpeECEGUBgkPgtAYluVgmQg1G0NZz8Xh4SH8fj9sNhvGx8dVG9NJPR7ZUCBClEO5U9fMZjPcbjfcbjcGBgbAcRyOjo4QDoexs7ODhYUFNDQ0ZGVEGhsbFfwE2pHZXK4kmULEYrGIHiKCIJwSIqxR3Wq1KloySxDVBAkPgtAIpbw55BKLxfDGG2/g/PnzGBwcVH18rJYZD6C04EzLgMDo4ogwNkpeqxaLRRQYwNMBEwcHBzg4OMDW1hbm5+fR2NiYlRGpr69XbH010cpsMTM7nStE4vG4+D1MiLCMCAkRgngKCQ+C0ADmzeHz+TAyMoKGhgbVX0LJZBJra2uIx+O4d++eGGyoSaUIj8yfVxMKNIhyUPteslgsaGlpQUtLC4Cn5ZjMVX1tbQ0zMzNwOBxZrup1dXWqHlOpyGkuVxISIgQhDxIeBKEyrLSK4zjs7u5ieHhY9RdOKBSC3+9HY2MjnE6nJqID0E94GBmjHx9hXLTaxWdYrVa0traK/V+pVEqcmPXo0SNEo1E0NTVlCRHmFK43Wp+rs5AqRFhJFgkRotYwxhODIKqQfN4cavdACIKA5eVlrKysiJmVpaUl1dbLRapTulJrAcYO7CmQKA6do8LoeX7q6urQ3t6O9vZ2AEAikRAzIoFAAPF4XNzY8Hq9cLvdurmqK9VcrjRnCRHWrB6Px8V3AwkRohYg4UEQKsBKq3K9OdQUHvF4HJOTk4jH47h//z5cLhf29/c1DczP8g1Rg3KFx8HBAQRBgNvtVvUFb2RhRBgbo107DQ0NOHfunGg2Go/HxYzI3NwckskkXC5XlhDRSgyo1VyuNLkTDJkQ4TgOHMedOb6XhAhRLZDwIAiFYVmOfA3kagmP/f19TE5Ooq2tDbdv3xbLH7ScMgVURqkVz/OYn5/H1taW+Hsym2mV9DmohMlbhHExSvnQWTQ2NqKzsxOdnZ0QBAEnJydiRmR7exvpdPqUq7paQsTo5+osmBBh5+UsIcJKs9j/VWsEO0GoDQkPglCIXG+OfDtUSgeiPM9jcXERGxsbuHLlCrq7u0+tR8LjbWKxGHw+HwDg/v37sFqtiMViCIVCos9BXV2dGCg1NzeXNXqYAgOiHCopmDaZTLDb7bDb7ejq6oIgCIjFYmJGZGNjAzzPi6N7PR4PnE6nYp/PqKVWcjlLiKTTaaRSKfHruT0iJESISoGEB0EoQK43x1kvASUzELFYDH6/HzzPY2xsDA6HI+96Wu64G7nHY29vD1NTU+jq6sKlS5fEHUVmuMZ8Dg4PDxEOh7G5uYm5uTnY7XZRhJQy1YcyHkSpVJLwyMVkMsHhcMDhcKCnpweCICASiYgZkZWVFZhMpiwPEYfDUfLnrZRSK7nIESLMR4SVZhGEESHhQRBlwJoEzyqtykUp4bGzs4OZmRl0dXVhZGTkzIZOrTMeRuzxyMwKXbt2DZ2dnQAg9t9kYrFY0NzcjObmZpw/fx6pVEoMlJaXlxGLxeB0OtHc3CypmbYaAyGCKAWTyQSn0wmn04ne3l7wPI9IJIJwOIxgMIjl5eUsnxGPxyO57JE9A2oh2JYqRHJd1Wvh3BCVAQkPgiiRsxrIC1Gu8OA4DnNzc9jb28P169fFJs9C62md8TDSeicnJ/D7/eA47sysUCHq6urQ1taGtrY2AE+n+oRCIbGZNpVKFa1hp4xHfui8FKeSMx7FMJvNYraxv78fPM+Lrup7e3sIBAKwWq1Z/Vc2my3v78rMNNcaZwmRVCqV5apOQoQwCiQ8CKIEMr055EwbKScDEYlE4PP5YLVaMTY2duZLOHc9IwkBLddjDffnzp3D5cuXFRnz2dDQkNVMm1nDvr6+DgBi6Uhzc3PZ69UCtRgsSqWahUcuZrMZHo8HHo8Hg4OD4DhOFCI7OztYWFhAQ0NDlhBh/VfsGVAr56oQxYQI+3o6nYbD4ciamkUQWkDCgyBkwKaNpNNpSaVVuZSSgRAEAVtbW5ibm0N/fz8uXLgg+SWh9VQrI2RYeJ5HIBDA+vp63oZ7JdfOrWE/Pj5GOBzGkydPxNKRdDqNnZ0deL1eNDY2qnIsRPVSq8F0ZtkV8NRVnfVfbWxsYHZ2Vuy/cjqdAGqj1Eou+YQIx3F45ZVXcP/+fTQ0NJwqzWJTswhCDUh4EIRESimtykWuEEin05iZmUEwGMStW7dER2GpsMBcq51TvadoxeNx+P1+JJNJjI6OoqmpSdNjyS0d2dnZQSAQwNbWFubn59HY2Cj2h3i9XtmN6kRtQeVob2O1WtHS0oKWlhYAT13VM4UIAHz/+9/P6hGh++s0me+B+vp6WCwWMYPPMiJmsznv1CyCUAISHgQhgULeHHKQIzwODw/h9/ths9kwPj5e0ljXzF0urYSHXhmPJ0+eYHJyEq2trbhz547oZVLoZ9WE1bCbzWbcvXsX6XQaBwcHCIVCWFlZwfT0dJbrs8fj0c31mTAmtVRqJZe6ujq0traitbUV8Xgcr776KgYGBnBwcJA1CILdWx6Pp+gzoVZg7yD2Lst87mQOTMkVIplTs+i6JEqF7kKCKECmNwebE1/OA1eK8BAEAWtrawgEAjh//jwGBwdLXpP9HBNMaqOH8GClVaurq7h8+TK6u7sN81LMPA6r1SoGSsDTRnXWHzI/P49kMik2qjc3N6tqtkZUBiQ8pMFG6Wa6qmfeX4FAAPF4PEvoF5tIV81kCo9cMoUIe5bnEyK5zep0nRJSIeFBEGfA8zzS6XRZpVW5FAvMk8kkpqamcHx8jLt374r1zaWSmfHQAq1LrQBgdnYW6XQaDx48EGu9jcRZ576hoQEdHR3o6OgQXZ/D4TBCoRA2NzdFszVWmlWOxwFRmZDwkEa+85R5fwFPyzCZEJmbm8sS+h6PB263u2aEPhNqxa4t9vV8QiSZTIqu6iRECDmQ8CCIHDJTzeyFptRDtFDGIxQKwe/3w+PxYHx8XJH65MyMhxZo2VweCoWQTCbR1NSEe/fuyS6j0Kr0TOr3Mdfn7u5u0Wwt0+NA6mhRgqg1pGR0GxsbsybSMaHPzEI5jis6GrtaKDUDXkyIFBrfS0KEYJDwIIgMchvIlRQdQH7hIQgClpeXsbKygosXL6Kvr09RocPW0IJMUz+1XjSCIODRo0d49OgRrFYrzp8/b+ja7VLOfabZWl9fH3ieFxtp2WjRxsbGLCFSX1+vwtGrBzVOF4cyHtKQe57yCf3c0diCIGS5qjc1NVXN34LneUXKzPIJEfZfIpHIEiKsP8RqtSpSPUBULsZ9WxOExpTqzSGHXOERj8cxOTmJeDyO+/fvw+VyKbqe1hkPtYVHMpnE5OQkotEo7t27B7/fr/gaSqKkgMwdLcoc1dfW1jAzM4OmpiaxP8TtdhtajBHSIOEhDdZ/Vyr5RmOzjGM4HMbKygpMJpNYllXppY9q9fxlbtRZLJYsIRKPx8XvYUIk00OkUs8lIR96MxE1T7neHHLI7IFgBndtbW24ffu2aoGiluVPmcJDacLhMPx+P1wuF8bGxsRStHLW0uK8qLFGbqN6MpkU+0MWFhaQSCTgcrnE/hA2XYsgqhHWs6AU+TKOkUgEoVBILH3M9BlhpY+VEjxrOWyEhAiRCwkPoqZRwptDDmazGel0GvPz89jY2FDV4I6hZcM3e5kplcoHnv6NVldXEQgEcPHiRfT394t/o3JElRaiQ6uXZ319fdZEn5OTE4RCIbF+nTWqV2PZSDVDGQ9plJvxKAYbjc0y0jzPi67qe3t7WFxcRH19fVZGxMg9WFoJj1ykCpFcDxESItUFCQ+iZmENcWpnOTLhOA67u7tobGzUzOCukjMeqVQKU1NTODo6wr179+DxeE59j5F7BbQeL8yw2Wzo7u4W69ej0agoRFZWVrJKt5qbm3ULkiiYKAwJD2konfEohtlsFr1BBgcHwXHcqR6shoaGrIxIKT5MaqGX8MjlLCHC87woRMxm86lmdRIilQ0JD6LmYKVVCwsLYuClxUNsd3cXm5ubsNlsePDggWYz5LXMeCgpPA4PD+Hz+dDU1ISxsbG8zdNGeHlKQc8A0mQyoampCU1NTWLZCNut3d3dxeLiohgksdKsSmtUr1ZIeEhD7/NksVjQ3NyM5uZmAE97sDJd1WdnZ2G327PMQvW8x4wiPHI5S4hwHAeO4xCPx0mIVAEkPIiaIrO0KhgMorGxUfUHFsdxmJubw97eHjo6OhQtQ5JCpWU8BEHA+vo6FhcXJRkoau0bIgcjvgzz7dbmNqo7HA5RhJDjs74Y8RoyGmqXWsnFarWipaUFLS0tAJ5mbtk9trKygmg0CofDkSVElBifLhWjCo9cmBDJnM6YKUQyfUQyp2YpPY2SUBZ6mxA1QT5vDrajoiaRSAQ+nw9WqxVjY2PY29tDKBRSdc1ctM54lLNeOp3G9PQ0wuEw7ty5I+4gFlqvEtB7R7YQFoslK0hKJpM4ODhAKBQSHZ9dLleW43MlBC3VgJGvGyOhdamVXOrq6tDW1oa2tjYAb99j4XAYy8vLiMVip1zV1RT7lSI8cikkRNLptPj13B4REiLGgoQHUfUIgoB0Oo10Og0g++GlVkAuCAK2trYwNzeH/v5+XLhwQUwRa13zr/WapfY1HB0dwefzwWazYWxsTFJNtB5O6XKoxJddfX092tvb0d7eDgBZRmvb29tIp9NiA21zczM1qquI0XbyjUqlCbTceyyRSIj3WOZUOnafud1uRbPklSo8cjlLiKTTaaRSqSwhwjIirDSL0A8SHkRVw7IcLDjNfOCoJTzS6TRmZmYQDAZx69YtceSpmmsWQuvgXK7wEAQBm5ubmJ+fx+DgIM6fPy/L8bsSMHIDfDFsNhtsNhu6urrERnUWJK2uroqlW6w0q5LGilYCdC6LU+mBdENDAzo6OtDR0QHgbbF/cHCAubk5JJPJLFf1csdjM6+qaoOESGVAwoOoSjJLq86aWqWGCDg8PITf74fNZsP4+PipXXs9hIeRMx6ZIu327dtiuY+ctUo9n1oEdNUWNGY2qvf29oLneRwfHyMUCmWNFWUipNA0n0oWY1pB50galZbxKEau2M/MOm5uboLjOLFPi2Ud5QTPlS7UpFJMiAA41ahOQkR9SHgQVYdUbw4lRYAgCFhbW0MgECjYEF0rGQ8p6x0fH8Pn86GhoQFjY2NobGwsaa1KoFoDSLPZDLfbDbfbnTVWNBQKidN8MptovV4vNarLoNoCarWo5pI0k8kEu90Ou92eNR6bCZH19XUIgiDLp6dWhEcuZwmRVCqFZDIpfp2EiLrQG4CoKliWg6WSCz18lRIByWQSU1NTOD4+xt27d+H1eguuWe09HlLW29rawuzsLAYGBnD+/PmSH+yU8TAWuWNFU6mUGCAtLy/j5OREbKK12+1VK8iUgoSHNIzeXK4kuVlHQRAQiUTE+2xlZQUmkylL7Nvt9qzzo/VkRaOST4iwGIJlRHKFCJuaRZQOCQ+iKmCTLdjUKilzvc1ms5gVKZVQKAS/3w+Px3Om10QmejRDG6nHg+M4zM7O4vHjx7h586Y45aWctSqBWg2w6+rqsppo4/E4wuEwQqEQtre3AQATExNiaZbT6ayYv6kWkPCQRi2fJ5PJBKfTCafTKfr0HB8fIxwOY39/H0tLS7BarVkZEY7jNB3fWymw/g9GphBJJpNYWlrC4OAgbDbbqalZhHRIeBAVj9TSqlzMZrM46aqUNZeXl7GysoKLFy+ir69P8pq12uORO1pYCbfsckWV2i8MeiFl09jYiM7OTnR2diIajeL1119HW1sbQqEQ1tbWAKDgTi1B5KNWS4fykVn+ODAwAJ7ncXh4iIODA7EPi5Vv2Ww2eL3ekspca4FMIcLzPHZ2djAwMJBVmmU2m081q9MzqzAkPIiKhmU5zmogL4TFYikpaI3H45icnEQ8Hsf9+/fhcrkk/2yt9nhsb29jZmYGfX19GB4eVixIqJQHfK1mPArBXto9PT3o6ekBz/OIRCIIhULiTm1dXZ0oQpqbmyWNWK4manknXw50ns7GbDaL9xDrw/L5fDCbzdja2sL8/DwaGxuzMiK1dp9JgW1s1tXViX1quRkR9kzL7RGhazMbEh5ERZLrzSFXdLCfkRuQ7+/vY3JyEm1tbbh9+7bsRtlayHhkrsdxHObn57G7u4sbN26IJTdKUapniFbQC0c6ZrMZLpcLLpcLAwMDYqN6OBwWPXHsdrsoQrR2e9YDCqilUc3N5UrD+hRaW1vR3d2NdDqNg4MDHBwciAMh2H3GXNWLlRDXAuy9nVmKlZkRYe8hnueRTCazXNVJiGRDwoOoOHK9OUp1JZWTCeB5HouLi9jY2MCVK1fQ3d0tez1An+ZyvXo8YrEYfD4fTCYTRkdHYbfbVVvL6FTCMRqNfI3q+dyeWX+I0iZrRqHWgxQp1FJzuRJklqYxEcL8pjLvs5WVFUSjUTQ1NWUJkVqcTFdsYA37dxIixam9q4eoWKR4c8hBaqlVLBaD3+8Hz/MYHR1FU1NTyWvq0VyuR49HOBzG5OQkuru7MTIyotpupNGFR629UNSkrq4ObW1t4kCCRCKBUCiEcDiMubk5pFKpLJM1p9NZ8bvgRr62jQRlPORRqCcm9z5LJpPixKylpSVR8GcKkWoU/LnINV3MJ0TYf4lEAslkEkB+H5Fqf2+Q8CAqglIbyAshpexpd3cX09PT6OrqwsjISNkP2Grv8eB5HvF4HGtra3jmmWdEJ161MLrwYFTCMVYaDQ0NYqM6M1ljQmR9fR0AxLr15ubmimxUp1IrafA8X/Vld0oipxm/vr4e586dw7lz5wA8FfxMiCwsLCCRSMDlcmW5qlejEOE4rqzPlVmZYbFYTgmRzIwI6yNhHiLV9gwg4UEYHjneHHIoJAJYb8LOzg6uX78uPnSVWJM9bLR6mGiV8Tg5OYHP5wPHcRgeHlZddADGFx7sb2zkY6wGMk3Wenp6IAiCOFL0yZMnWF5ehtVqFUVIpUzyIeEhDTpP8ihnClhDQwM6OjrE53umq/r29jbS6fQpIVIN2ahyhUcuhYRIPB4HAPzGb/wGzGYzXn75ZcXWNQIkPAjDwrw50um0IqVVuZwlPDLHvo6Pjysy9jVzTUDbF6UWGY/Hjx9jamoKHR0dMJvNmjUjGl14AFRudRZq/t1MJpPYqN7f3y+OFGWN6mySDxMhXq/XkDvmFFBLg0qt5CG3bKgQNpsNNpsNXV1dYm8f6xHZ3NwEx3FZE7Mq1atHbdPFfEIkFAqJvTfVBAkPwpCoUVqVS67wEARBnJ7T39+PCxcuKP4yY59By7nzamY8eJ5HIBDA+vo6rl69iq6uLrz55puaiYFKEB4AZTz0JnOk6NDQkDjJJxQKYWVlBdPT0zVZt14tUHO5PNR6/5hMJjgcDjgcDnR3d0MQBESjUTEjwrx6mBDxeDxoamqqiL+dkmJNCiaTCdFoFIODg5qtqRUkPAjDUY43hxwyhUc6ncbMzAyCwSBu3bql2i4De3BpPWWqXIf2fMTjcfh8PqTT6aymey17SipBeFTCS7XWyJ3kk1m3Pj8/j2QyKTaqNzc369aoThkPadB5kodWG18mkwlNTU1oampCb2+vWALJRP+jR49gNpuzMiJG7cVSutRKCrFYTJVpkHpDwoMwDJneHCx1ruYDiAmPw8ND+P1+2Gw2jI+Pq2qepIfwUCPjwfxM2tvbceXKlawHspZTtCpBeACU8TA6mXXrrFGdCZHNzU3wPA+PxyOWZjkcDk2CIwqopUGlVvLQy+k9swSyr68PPM+LvVjMNJT1YrGMiM1mM8Q9oIfwiEQiZU3RNCokPAhDwPM80um0qqVVuZhMJqRSKbzxxhsYGhrC0NCQJmsawUm8VARBwNLSElZXV3H58mX09PTkXU9L4aH1lDC5GOGlaVSMeG4yG9VZuUgkEkE4HEYwGMxqVGf/KdkHlu94iMJQqZV02Fh6Iwg1s9kMt9sNt9uNgYGBrF6snZ0dLCwsoL6+Pute02sohB7CIxqNwul0arqmFpDwIHSFZTmePHkCt9ut2ei4ZDKJhYUFcByH+/fvw+v1qr4mQ+uRukplIBKJBPx+PxKJBB48eHDmA1Fr4VEJ2YRKOEYiPyaTCU6nE06nU9ylzQ2OGhsbs4IjpYYrUMZDGpTxkA57FhmxhymzFwt4GuznGwqhxr1WDLWby/NBpVYEoTCsgTwWi+GNN97Au971Lk1esqFQCH6/X0xhaik6AO2DZSWyAsFgEH6/Hy0tLbh9+3ZB51rq8ciGAsfqIjc4Yo3qrHl2ZmZGdHpubm6G2+0u2enZ6Ne2UaCMh3TYs7kShJrFYkFzczOam5sB5L/XHA5HVo+IWtPptG4uZ435lPEgCIXI9ObIdPZUE0EQsLy8jJWVFVy8eBFtbW34f//v/2m+q1hJGY/Mc3bp0iX09PQUPVeU8ThNJRwjURq5jerM6TkUCmUZrLH+EDm+BpTxkAZlPKRTScIjl9x7LZVKiUKETadjop/1iJQq+nPhOE7V/s98RKNR6vEgiHIp5M3BcZxiD4lc4vE4JicnEY/Hcf/+fbhcLiSTSQDap1C1Fh6lZiCSyST8fj9OTk7EcyYFai7PhgLH2iLX6Zk1qodCoaxGdRYcFRsnStdPcSjjIR32LqiG81VXV4e2tja0tbUBeFv0h8NhBAIBxONxcUy2x+Mpa0y2XlOtSHgQRBkU8+ZQKxjf39/H1NQUWltbs8qEMidMVbPwKEUIhMNh+Hw+eDwejI6OykpfU8bjNJVwjIQ65BqsRaNRhEIhcZc2s3Srubk5q1GdrhtpUGZIOmqPqdeTXNEfj8dPjcnOdVWX+u7XOk7gOA6xWAwOh0OzNbWChAehCTzPI5lM5n3omUwmmM1mxb0meJ7H4uIiNjY2cOXKFXR3d2d9XY/RtmxdrYWH1PUEQcDKygqWl5dx8eJF9PX1yX5BkfDIphpf8Epg9L+bGmT6GrBG9aOjI4TDYezt7WFxcRENDQ1iYEQ7+dKgUivpGGWilRY0Njais7MTnZ2dEAQhS4hsb28jnU6Lfj3MVf2sc6N1j0c0GgUA6vEgCLmw0qpUKlXQm8NisSgajMdiMfj9fvA8n2Vul0mmi7iWGLW5PJlMYmpqCsfHx7h37x7cbreq6ylBJQgPoDaDbKI4zDzN4/FgcHAQHMeJNevr6+s4OTnBwsIC2traFK9ZryZIoEmnloRHJiaT6VT2MRaLiUJkY2MDPM+fEiKZpeBaZjyY8KBSK4KQQbHSqkyUzALs7u5ienoaXV1dGBkZOfNhwTIt1Z7xkBKcHxwcwOfzwel0Ynx8vKzJIGpkr86iEoQHBUSEVCwWC1paWtDS0gIAeOWVV9DR0YFkMinWrGeWirAR5LUOZTyko/XOvVExmUxwOBxwOBzo6ekRyyCZEFlbWwMAsR8rlUppet5isRjq6+s1GxesJSQ8CMVhBkUsy8FM8wqhRLDKcRzm5+exs7ODa9euoaOjo+jP1ILwKNTjIQgC1tbWsLi4iOHhYQwMDJQdKFOp1Wkq4RgJ42EymbJG92Y6qrNSERYYNTc3F21Ur1Yo4yGdWs14FCOzDLK3txeCIIiu6sFgECcnJ5ibm8Pu7q54T9rtdtWuu0gkourv1xMSHoSiMEPAdDoNAJJEB1B+qVUkEoHP54PVasX4+LhkJ+FaEB5nlT6lUilMT0/j8PAQzz77rGJ+JpUkPLR4qFeKOCKMR27TdL5GdSZEVldXRaHCRvfabLaqDFxyoeZy6ZDwkIbJZILL5YLL5UJ/fz++853v4Pz580gkEtjf38fS0hKsVmuWmaHUuEMKkUikKhvLARIehIKwLEcpc8JLDcYFQcDW1hbm5ubQ39+PCxcuaLJuOWjZAwHkz3gcHh7C5/PB4XBgbGxM0XRupfV4qB20UEB0NnRuClPo2szdoeV5HsfHxwiFQmKjen19vShCvF6v5j4EWkGlVtIh4VEaPM/D5XKJPRccx4mDIXZ2drCwsCAOhmBZyMbGxpLXYx4e1fiMJOFBlE1maVWpo/pKKbVKp9OYmZlBMBjErVu3RFMhuevqkfHQcgc88zMKgoCNjQ0sLCxgaGgIQ0NDij/YKsnHQ6udUsp4EKUi9fo0m81wu91wu91io/rh4SFCoRA2NjYwOzsLh8ORtUNbLY3qVGolHRIe8mFDcjL7RS0WS1YZZOZgCLYZarPZsu43ORt8sVgMdrtd8c9iBKrjqUPohpwG8kLILbU6PDyE3++HzWbD+Ph4yTt5tVJqxUrgpqenEQ6Hcfv2bbGBVa31tKASypgoICJKpZxr22KxoLm5Gc3NzQCellaysqzl5WWcnJyI5mrNzc2yPA2MBDtHFExLQ2s/imqAXWOFzlvuYIh0Oi0KkbW1NczMzGQJf4/HU3CISyQSqcqJVgAJD6IMWJaDTckoJ8CSGoyzZuhAIKDIjn0tCA+WTXr11Vdhs9kwNjamaskFCY/TVMIxEsZDyYxcXV0d2tvb0d7eDiDbXG1mZibL06C5uTlrlKiRqSYnbi2gjId82MaqHMFmtVrR2toqVmIkk0lRiCwvL4uu5JlCJDMDGY1GZfV4rKys4Bvf+AbeeOMNvPHGG5iZmQHHcfjUpz6FF154QfLvyeW1117DSy+9hFdffRWRSASDg4N4//vfj4997GMll5KR8CBkI9WbQw5SSq0yfSbu3r2rSDN0tQsPQRDw+PFjpNNpsQdG7Rd0pfV4qA0FRESpqFkKmGuuxjwNQqEQ1tfXASCrTMSoE3bY/W/EYzMiJDzkk1nRUSr19fVZwj+RSCAcDuPg4ACBQAChUAif/vSncf/+fbzzne9EOByWlfH47d/+bfz2b/92yceXj//5P/8nfu7nfg4cx6G7uxu9vb2Ynp7Gv/pX/wp//ud/jm9/+9sllYOR8CBkoVRpVS7FSq1CoRD8fj/cbreizdBaek4wtAqW0+k0Zmdnsb+/D5PJhOHhYdXXBCjjkY9KOEbCmGg1eS3T04DneUQiEYRCIXGCT11dnShCmpubDdOoTqVW8iDhIR8lqjpyaWhoQEdHhzj2PxgM4md/9mfx13/91/jlX/5lBINBtLa24sUXX8Q73/lOPHjwoOA919raiueffx737t3Ds88+iy984Qv40z/905KPb3V1FR/60IfAcRz+3b/7d/jVX/1VmEwmrK2t4T3veQ/efPNNfPzjH8d//I//UfbvJuFBSIZlOUptIC/EWVkAQRCwvLyMlZUVXLx4EX19fZqsqyZarMnGC9fV1eH27dt44403VF0vk0poLhcEAevr61hZWYHT6RRr4dUYP0o7sfkhMVYcvc6R2WwWR4kODAyIjeqZjbN2u10UIcXq1dWESq3kQcJDPlr0xbS0tOAjH/kIPvKRj4Dnefzjf/yPxel0v/M7v4PDw0OMj4/jh37oh/DOd74Td+/ezbrncsupvvzlL5d1PC+//DISiQTe/e5342Mf+5j47/39/fjSl76E8fFx/O7v/i5+/dd/HefOnZP1u0l4EEXJ9eZQWnQATzMeuZmHeDyOyclJxONx3L9/Hy6XS9E12bp6CA81syzb29uYmZlBX18fhoeHkUwmIQiCZhOcjJ7xYNPQQqEQzp8/j5OTEzx+/BiBQAANDQ2iCPF6vYoFUxRkE6VgFH+KfI3qufXqTMAzR3WtGpip1EoeJDzkkzvRSm3MZjMaGhpw7949/NZv/RYEQcD8/Dz+7//9v/jWt76Fz3zmM3jmmWfwrW99S5X1BUHAV77yFQDAhz70oVNfHxsbw6VLlzA/P48/+7M/wy/8wi/I+v0kPIiC5HpzSDUElEtuML6/v4+pqSm0trbi9u3bqo191NpTA3j6WVOplOK/l+M4zM3NYW9vDzdv3kRbWxuAt1/I1Sg8AHlBPcsE1dfXY3R0VDwfbPzowcEBQqEQVlZWMD09nZUNcbvdJb2wKSAiysGI109dXR3a2trEZ0wikUAoFEI4HMbc3BxSqZTYqO71euF0OlULdtkoXSOeJyPC83zVjFHWClZqpSWs+Rx4+gy4fPkyLl++jI9+9KPgeR5PnjxRbe319XXs7OwAAMbHx/N+z/j4OObn5/H666+T8CCUQQlvDjmwYJzneQQCAayvr+PKlSvo7u5WbU22bjUYCEajUfh8PpjNZoyNjWU5qLIHplY7XVqeUzllXbu7u5iamhIzQSaTCclkUvx67jhE1vwXCoXEqT8ej0cUIg6HQ/I9QRkPohQq5bppaGjIalQ/OTkRhcj6+joEQcjqD1GyUd0oWaFKgTIe8tE64wEUnmplNpvFJnU1CAQCAJ7e111dXXm/Z2hoKOt75UDCgziFWg3khbBYLEgkEnj99dfB8zxGR0c1mWGtV6mVkgHFzs4OZmZm0NPTg4sXL556qbC/XbVOmiq2Fs/zWFxcxObmJp555hmxHrXYz2U2/wmCgGg0KgqRlZUV0UCKCZGzGv8oKDobOjdnU6klRCaTCXa7HXa7HT09PRAEAcfHxwiHw3jy5AmWl5dhtVrFe6dch2dyLZcHCQ/56CE89PTxCIfDAACPx3Pm84dNFWXfKwcSHkQWSnpzyCESieDJkyfo7e3FyMiIZjd5JTeX8zyP+fl5bG9v4/r162c2eLGXjJH7LtRaKx6Pw+/3I5VKYXR0VNZc9Nx1mpqa0NTUhN7eXvA8L7pCs2ZbZg7Fmm0zyxkqZeeaMA6VKjxyMZlMYqN6f3+/eO+wRvX5+Xk0NjaKIkRubxW5lsuDhId89DBdZH1TehCPxwGg4PRQttF2cnIi+/eT8CAAvN1Avra2hnPnzqGurk6ThznHcZifn8fu7i6cTieuXLmi+pqZ6DFOVwnhEYvF4PP5ADxt9Co0Szuzx0MLjCI82AjmlpYW3L17V9EXh9lsFoMk4G1X6FAohEAggHg8Lta4cxynubglKp9qER65ZN47Q0NDosNzbm9VprFaoXuXSq3koUe/QqWjxzmLRqMleWQoActAZpYi55JIJAAgq6xbKiQ8CLG0ik37aW1tVcwnoxCs0ddqtWJ4eBj7+/uqr5mLWo3exdYsJxDd29vD1NQUurq6cOnSpaIPRNZ4qWXfhZZlXbkIgoDV1VUsLS1hZGQEvb29qgcmua7QrMY9FAohFothYWEBT548ETMiaoztJaqTar9Och2eWW9VOBzG/Pw8ksnkKUf1zGce7eDLg86XfLQutWKlvXplPNiG2sHBwZnCnpVYlWLkTMKjxsn15tAiaBQEQSxPYY2+e3t7uuwKV1JzOetV2NjYwLVr19DZ2an6mqWgdcYj83Ol02lMTU3h8PAQzz77LDwejybHkYvNZkN3dze6u7vx1ltvwev1wmw2qz62l6gearU8L7e36uTkRBQim5ub4HleHPLg9Xqp1EomJDzko1dzuV49HsxsOJFIYHt7O++Qn0ePHmV9rxxIeNQomd4crDnPZDKpHoizrEowGMStW7fEXS49mrwB/Xo85AYVJycn8Pl84HkeY2NjsnsVKsHUr9S1GJFIBBMTE2hsbFTU3b5cTCYTbDYbOjs7RTO2s8b2stISCgyIai21kkNmo3p3dzcEQUAkEkE4HEYwGMTy8rL4bNve3obX6y2p9KOWIOEhH716PPQSHn19fejo6MDu7i5eeeUVvO997zv1Pa+88goA4P79+7J/PwmPGoTneaTT6bxTq/IZ+SnF4eEh/H4/bDYbxsfHs6YA6dFrwdY1enP5/v4+Jicnce7cOVy+fLmkB2C1Zzx2dnYwPT2NgYEBXLhwwVDBWu75KDS2d3Z2tqyxvZVEre7oy6Ua//alYjKZ4HQ64XQ60dfXB57nsb6+jo2NDezs7GBhYUHMJrIeEaNsQBgFEh7y4ThOU++TdDqNeDxe8jCUcjGZTPh7f+/v4b/8l/+CL37xi6eEx6uvvor5+XnU1dXh7/7dvyv795PwqCEyvTlY3V7uS00N4SEIAtbW1hAIBDA0NIShoaFT6+ohAPRaV+qaSnqaaJ3x0Oqcsmt6ZmYGN27cUHW2eakUCxyVGttLVBckzIpjNptht9ths9lw584dsVE9HA5jbW0NMzMzaGpqEu8ft9td8+Z5JDzko3WpVSQSAQDVezw+//nP4/Of/zwePHiAL3/5y1lf+9jHPoYvfvGL+D//5//g5Zdfxq/+6q/CZDJhbW0NH/zgBwEAP//zP4+Ojg7Z69b2HVhD5HpznOX0qnTmIZlMYmpqCsfHx7h79+6ZjUhqZloKYVThkTsGttyUq9bN5VoETfF4HFNTUxAEoehkr7PQKjsjdY1yx/YS1QOVWkkjs8cjt1E9mUyKIn5hYQGJRAIul0vMiLhcrpoLwvUoG6p0tBYe0WgUAGS991955RX8+I//uPi/mXj5zd/8TXz+858X/31iYgK9vb0AnjaPr62tYWBg4NTvGxwcxH/9r/8VH/jAB/Dxj38cv/3bv4329nZMT08jlUrhzp07ePnll0v4dCQ8agI53hxK9lqEQiFMTk7C5XIVrbnXM+OhteApFuw+efIEk5OTaG1txZ07dxQJLKutxyMYDMLv98Pr9eL4+Fi3sYNSKCdwPGtsbzgcPjW2N9/EH6JyIeEhjULjdOvr63Hu3DnR44g1qodCoaxGdXaPNTU1Vf35poyHfLQWHrFYDA0NDbLe/alUCsFgMO/visVi4v+WE+/87M/+LC5cuIDf/M3fxKuvvorZ2VkMDQ3h/e9/P/7lv/yXJRt/kvCoYgRBAMdxSKfT4sOm2ENVicyDIAh49OgRHj16hIsXL6Kvr6/ounoKD61LGs76rIIgYGlpCaurq7h8+TK6u7sVewlWS4+HIAhYWVnB8vIyLl26hNbWVuzt7Rl+lr9S56PQ2N6NjQ0AEIMoGttb2ZDwkIYc53KbzQabzYauri6xrDEUCiEcDmNlZSVL6LP7p9og4SEfrbNEkUhEdm/fO97xDtnvmRdffBEvvvhiwe8ZGxvDn//5n8v6vcUg4VGl5JZWSXUhLzcDEI/HMTk5iXg8jvv378Plckn6OZZp0TqANIqBYCKRwOTkJE5OTvDgwQPFazuroccjlUqJZXv37t2D2+0WHVaNjJrXc+bYXkEQcHx8jFAoVDFjeymoLgydn+KUOk43s6yRNaofHR0hHA5jb28Pi4uLaGhoyBIild6oznriSHjIQ2sDQSY8qhUSHlUIz/NIJpOSsxyZlFNqtb+/j6mpKbS2tuL27duy0oTsptZ6Z8EIPR7MYdvr9eLWrVuq1Oxr3eMBKOsofHx8jImJCdjtdoyOjooBQKYru5GDNC1En8lkgsvlgsvlorG9VQA1l0tDTsajEGazGR6PBx6PB4ODg+L9Ew6Hsb6+jtnZWTgcjqz7p9L6q9g1Rfe9PPQotarmsr/KumuIgrDSKja1Sq7oAEortVJi+hJ7EGp9g+tpIJhZkqa2w7bWGQ9AOTGwtbWF2dlZDA4O4vz581m/M3Mto6LXy4PG9lY2RhfTRkEtA8Hc+yeZTIpCnvVXuVwuMSPidrsNH9Czd53Rj9No6NFcbuS+xXIh4VEllFpalYvcQDwWi8Hv94Pn+bKmL7GbWmsRoIdxIRMBb731FqLRqFg2pCZa93gA5YsBnucxNzeH3d1d3Lx5E21tbaqtpTZGOD4a21t5kPAojlYCrb6+/lR/FRv0sL29LQp5dg8ZcceahEdp6NHjoZd5oBaQ8KhwpHhzyEFOxmN3dxfT09Po6urCyMhIWTcmO269y5604Pj4WFx7bGxMk7p7LTMemaVWpcKc2tmo3LOaPCtBeBgt+ADOHtsbDodpbK9BMPI1bST06lnI16jOhMjq6ipMJpN4/zBHdb2fBZnj9AlpsEoSLa+xaDRKPR6EMREEAel0Gul0GsDZ3hxyMJvN4u87C47jMD8/j52dHVy7dq0kA5mz1jZCo7daCIKA1dVVBAIBAMD169c1a/bVI+NR6npPnjyB3+9HR0cHLl++XPCBXwnCAzD+8WVO8xkaGso7tpf5H9DYXm2gUitpGOE85RPyx8fHWY3q9fX1WUJEj4xiKX2ftQ57j+nR41GtkPCoUFiWQ+nUqcViQSKROPPrkUgEPp8PFoulZNO2QmvrVfak9suLTWQ6OjrCnTt38Oabb2oajOrV4yGHzJ4Xqb1CSggPtf/2WpkUKokWY3sr7ZxojREC6kpAqeZyJTGbzXC73XC73eKgB2YEurGxITaqs3vI6/VqklGkiVbyYZuhWvd4UMaDMAyZpVVq7F6cFfwLgiCWYPT19WF4eFjxB5heE6YAdWs4Dw8P4fP50NTUhLGxMfEFo2XgZfQej1QqhcnJSUSjUVljmCsl41HpVPrY3kqFhEdx1GouVxKLxSLeH0C2Eejy8jJOTk7gdDpFIe9yuVR5H5HwkI8efTE0TpcwDEo1kBciX49HOp3GzMwMgsEgbt26hdbWVkXXZOhVagWoIzwEQcD6+joWFxdx/vx5DA4OZu1+aymy9Mh4SP18R0dHmJiYQFNTE0ZHR2UFrZUgPCox41EIGturDdV0zaiJETMexcjNKMbjcVGIzMzMIJ1Ow+12i0LE6XQq8q4n4SEfNtFKS3Ebi8VKmg5aKZDwqBBYloM1Oak5djUzYDw8PITf74fNZsP4+Liqdal6lVoByouAVCqFmZkZhMNh3L17F16vV/yayWTSPLujdeO+VKGzubmJubk5DA0NYWhoqGQjMArS9IPG9qoDlVpJg+f5is+wNTY2orOzE52dnRAEAbFYTLyH1tfXASCrLMtut5d0bWg9naka0LqxHKBSK0JnlPDmkAPLeAiCgLW1NQQCgbKCQjno5akBKCs8jo6O4PP5YLPZMDY2llesaf1Ztcx4AMXFAMdxmJubw+PHj3H79m0xaFVjLb0x+vEpTe7Y3lgsJvaHZI7ttdlsNXVe5ELCQxrVdp5MJhMcDgccDgd6enqyShv39/extLSEurq6rB4rqRuClPGQj9YeHsBT4eF0OjVdU0tIeBgYLUqrcrFYLEin03j48CGOj49P7dariR6lVkpmHwRBwObmJubn5/Oa3eWuW80Zj0LBdiwWg8/ng8lkwtjYGBobG1VbywhUU1Akl8wgKnds7/7+PlKpFL73ve+J2RAa25tNLV87Uqk24ZFLvtLG3NHXdrs9a/T1WRkgEh7y0SNLRBkPQhdYlkPr8XfRaFR0zRwbG0N9fb0m6wL6lFoBymQfMvtgpOzga52B0CPjke+c7u/vY3JyEp2dnbh06ZIiL0GjCw+A6vUZmWN7W1paMDU1haGhIRrbmwe6ZqRRa8F0vkb1g4MDsVE9Fotl9Vi53e4sg95aOldKoEfGg/0NqxUSHgZDEAScnJwglUqhvr5eM9HBRpkuLy/DYrHg1q1bmu8i6ZHxYOuWIzyOj4/h8/nQ0NAguQ+m1no8BEHA0tISVldXcfXqVXR1dSm2VqnCQ6vru5p3Y8vFZDLlHdsbDocVG9tbqVT7Tr5S1Pp5qqurQ1tbG9ra2gBk91jNzc0hlUqJYj6dTtf0uSoFPXo8IpGIolYFRoOEh4FgDeSBQAAcx+HKlSuaPCTi8TgmJycRj8dx7do1zM3N6fJw0jPjUarg2drawuzsLAYGBnD+/HnJDyg9ejy0FHWZYiCZTMLv9+Pk5AQPHjxQfCennIyHVtc57V5LQ8rYXiZCmpubK76puBC1HlBLpRKnWqlJbo9VppgPBoMQBAGTk5PifVRqo3qtoHXGQxAE6vEg1CfXm8NisSCVSmnyMNjf38fU1BRaW1tx+/ZtxONxXYJ/QJ/m8lLX5TgOs7OzePz4MW7evCnuNqm5Zjno1eNxeHiIiYkJuN3uLA8TNdYyKvRSL41CY3tXV1cxMzNT9WN76dopTiX4eOiFyWSC3W6H3W5HT08PVlZWcHh4CLfbjWAwiOXlZVit1qysYrk9d9WGHj0esViMejwI9cjXQG61WlXfneZ5HoFAAOvr61ku0ZlTrajUKj/Mvd1qtWJ8fLykB7XepU9asLe3h83NTVy4cAEDAwOqXU9GFx4AZTzyIfec1NrYXrpmpEGZIekIgoCGhgb09/ejv78/a9jD9vY2FhYW0NjYKIp5MgOlqVZqQMJDR87y5shn4qcksVgMfr8fPM9jdHQUTU1N4tcym9C0vtn0KrWSs+729jZmZmbKdm83SrO3GrDBCFtbW7hz547YBKkWRhceFBSpQ7GxvWazWRQhckaOGgUKqKVBDdPSyT1XmcMehoaGkE6n85qBsu/xeDw15wOidY9HMplEMpnMisuqDRIeOsC8OdLpdN6pVWoKj93dXUxPT6OrqwsjIyOnHiJqOnkXw2w2I5VKabomW7dYUM5xHObn57G7u4sbN26IzbBqrqkkWgmdaDQKn88HQRBw+fJl1UUHQD0eROGxvZkjRyttbC8Jj+KQQJNOMZFmtVrR2tqK1tZWAG9nFcPhMBYWFpBIJE45qle76NM64xGNRgGAhAehHFK8OdQQHixw3tnZwbVr19DR0ZH3+9gNxnGc5ilWi8WCeDyu6ZpAcRGQ6TsxOjqqyLSJauzxePz4MSYnJ8WyPa2un0rIeBj5+KqR3J3cVColBlCVMraXAmppUHO5dOS6vOdrVGf30ebmJnieF8sbvV5vxZc35oPjOE1tBZjwoB4PQhGkenMoLTxYT4LFYsHY2FjBwNlkMsFkMlVEr4UW67IMUXd3N0ZGRhR7wVVTxoPneSwtLWFtbQ3Xr19HR0cHXnvtNc2C7XICe62OkYSHvtTV1VXc2F66ZqRBzeXSKacsLbNRnU2di0Qi4rQsNoo/sz/EZrMp/Am0R+vqj2g0CpvNVtUlbSQ8NEAQBKTTaaTTaXF3ptCDUinhIQiCWGYgpyehko38lFqX53ksLCxga2urYIaoVLTeBVcr45FIJOD3+5FIJLL6hbTsKTF6RoGCorPR69xUwtheynhIgzIe0lEyiDaZTHA6nXA6nejr6wPP8zg6OkIoFMLOzg4WFhbQ0NCQJUS0zBwohdY9HpFIpCozR5mQ8FAZnueRTqcLllblooTwyHTSljvuVe3mdqOtmys8Tk5OxD6FYhkipdZUGzUyHgcHB5iYmIDX68Xt27ezaua1bJ43uvAAaPfayBQa27u2tqbb2F4SHtKgjId01GzEN5vN8Hg88Hg8ACA2qofDYfE+ampqEgW92+2uiD4rPXo8qrnMCiDhoRqZ3hzsBSL14VhuAH54eAi/3w+bzYaxsTHZ416NIgD0WPfx48eYmppCR0cHLl26pNoDRw/hodR6giBgfX0di4uLGB4eRn9//6lrW0sxYHThYfTjI7KptbG9lQ4JNOloOQEst1E9mUyealR3uVyiEHG5XIbMXOklPKr5mibhoQK5DeRyRAdQupeGIAhYW1tDIBDA0NAQhoaGSrp4jSAAtF6X4zgsLCxgfX0dV69eRVdXl+pr6mHoVy4skxYKhXD37l14vV5V15MKBfaVR6X8zfQa20sBtTSo1Eo6eo4erq+vx7lz53Du3DkAEBvVQ6EQtra2xEZ1VpbV1NRkiOtfjx4PyngQsjjLm0MOpXhpJJNJTE9P4+joqGBAKHX9Wiq14nke29vbqKurO+VrohZ6OImXux4bUlBfX4+xsbGCAZaWn08Pc0Q5UMajeig2tnd+fh42m02Rsb0kPKRBpVbSMZLnic1mg81mQ1dXFwRBQDQaFQc+MEGfO/BBD/To8ajmUboACQ/FKObNIYfMkbZShEcoFMLk5CRcLhfGxsbKbuCqFAdxJdjf38fOzg5sNhtGR0c129nQOlgudz023au3t1fSkAKtP5/RfTyI6iTf2F7WH1Lu2F4SHtKgjId0jCQ8MjGZTGhqakJTU5PYqM4GPuzt7WFxcVEc+MCEiFaN6lqXWsViMcp4EMWR4s0hB/ZgKBb8C4KAR48e4dGjR7h48SL6+voUeVHVwlQrQRCwtLSE1dVVtLS0oKGhQdOHi9ZmiaVmIHiex+LiIjY3N3H9+nUxTS5lPa2EB2U8CKNQV1eHtrY2cZhHvrG9mf0hxcb2kvAoDmU8pGNU4ZGL2WyG2+2G2+3G4OCgOPAhHA5jfX0ds7OzcDgcWQMf1GpUp+Zy5SHhUSY8zyOZTJad5cjEZDIVLTuKx+OYnJxEPB7HvXv34Ha7y16XUe2lVuzcJRIJPHjwAI8fP0YkElF93UwqYapVIpGAz+dDKpXC6OiorIch9Xi8DQVFtctZY3v39/eLju018jVtFNg5qoRg2ghoXTakFLkDH5ghaGZmMXPynNvtVuRzsiFBWgsPKrUi8sJKq9jUKqVEB6NQEL6/v4+pqSm0traeGmOqBNVcahUMBuH3+9HS0iKeuydPnmie4TH6VKtQKAS/34/m5mbcuXNH9jVWKRkPrUQBBZGE3LG9tJNfHHZf0XmSRqVkPIqRawgaj8fFzOL29rY4eY6J+lIb1dk7U0vhQT0eRF6ULq3KR77gn+d5BAIBrK+v48qVK+jq6lLlgatnqVUp07ykIAgClpeXsbKygkuXLqGnp0dcQ4/eEj2ay6UEv5mT0UZGRtDb21sRk9GMHNhTUETkI3cXN5lMitOyZmdnkUqlUFdXh/X1dUNN+TES7BlD50Ua1SI8cmlsbERXV1dWozob3bu6ugqTySSKEOaoLuWayYzxtCIWi8nyXatESHjIoBxvDrlYrdYs4RGLxeD3+8HzvOqTl/QstQKUb6pMJpPw+/04OTnB/fv34XK5Tq2rR8ZD6+byYp8xnU5jenoaBwcHePbZZ0UjqFKolIyHVhj9+Aj9qa+vzxrbGwgExIlZao7trWSo1Eoe1So8MslsVGeT546PjxEOh8VG9fr6+iwhcta9pIfwoB4PQkQQBKTTaaTTaQDyvTnkkpnxYBOFOjs7VTW1y1ybfU4tYTe3kg/HcDgMn88Hj8eD0dHRrBrqzHWrvdSqmBCIRCKYmJhAY2OjIpPRKqnHQ+3jpN3Ys6Fzkx+TyYS6ujo4HA5cuXJF1bG9lQxlPKQjCEJNTgDLbFRnJY6Hh4cIhULY2NgQG9XZxCyv1yveS6yxXMvrKxqNwul0araeHtTek6oEWJaDPeS0uHEtFgtSqRRmZmaws7ODa9euoaOjQ/V12drJZFKTtXLXBZ7e7OW+RAVBwMrKCpaXl4tO/KoV4XHWejs7O5ienkZ/fz+Gh4cVG5Cg1ecr53i1EkeU8SDkkpn5VXNsbyVDPR7S0TJ+MTIWi0W8T4C3G9XD4TCWl5dxcnICp9MpZkK0Pl80TrfGySytUnJqldS1l5aWxB1ou92uybqAfqVW7NyWG7Amk0lMTU3h+PhY0sSvWhAe7OGZGczwPI+FhQVsbW3hxo0bYqOeUutpdQ1p3S8jFwqKiFIoVHKq9NjeSoU14FfjZ1MaEh75ydeozoTI9vY2UqkUJiYmxNIsp9Op6vUWiUQo41GraNFAfta6W1tbODw8hNfrxd27dzV/UOg11cpkMpW99sHBAXw+H1wuF8bHx/OWVuWiV3O51j0eAMTRgPF4HD6fDxzHqSJstfx8lRB0UMbjNHROiiP12i5nbG8lQyaL0iHhIY3GxkZ0dnais7MT+/v7WFpaQltbG0KhENbX1wEgqyzLbrcrdg2yxngtN5r1gIRHHniex87ODqxWK9xut2YPtnQ6jZmZGQSDQXi9XrS0tOjykNBrqlU5a7NpTIuLixgeHsbAwIDkv1stZDzYuRAEQRwp3NbWhitXrqjSM6S18KCMB1FtlDMiWsrYXiZE3G63puNClaQWexZKhWWH6HxJh+d51NXVoaenBz09PadE/dLSEurq6rIc1csd+kA9HjVGpjfHxsYG3G53WZN95HB4eAi/3w+bzYaxsTEsLy/r0uAN6FdqBZQWkKdSKUxPT+Pw8BDPPvssvF6v6muWi16lVisrK1hdXT01UlhpKqXHQytod5+Qi1K7+cXG9jLPAzbhp5LG9pLXiXRqYaKV0uSaB+YT9ZlDH+bm5mC320UR4vF4ZGcXqcejhsgtrcodZ6vmusw3YWhoCENDQ5Kcy9VEj0A8c205n/vw8BA+nw8Oh6PkaUy1IDyYiN3c3FTc6T4flZLxiMfjiMViqmY2tS6rI6oHNa7J3LG9sVhMFCKVNraXSq2kQ8JDPmyq1Vnka1Q/ODgQG9VjsZis7CIrtSIDwRqAZTkyG8i1EB7JZBLT09M4OjrC3bt3s3bqLRZLTWY8pJZaCYKAjY0NLCwsZAm2Uqh2A8Hj42NMTEwAAO7cuXPKx0QNtPTWKPXv/vjxY0xOTorBS2aw1djYqPBREoQ8tAiqTSYTHA4HHA6H6HlwdHSEUChUEWN7KZiWDp0r+XAcJ+uc5Q59SCQSCIfDCIVCmJubQyqVEqfPeb3eU9Pnkskk0uk0lVpVM7neHJkN5GycrVqEw2H4/X64XK68O/W1KjzkGN2Fw2HcuXNH3G1Qc02l0Sow397exszMDAYHB7G0tKRZ0GDkjAebGLe6uoorV67A6/UiGo0iFAphZ2cHCwsLsNvtWcFWOTXwlPE4G9qtPhs9+hfMZjM8Hg88Hk9FjO2ljId0SHjIp1jGoxgNDQ1Z2cXM6XPr6+sQBAHf/e53YTab8Z73vAc9PT0AUFLG4y/+4i/w2c9+Fg8fPkQikcDIyAg+8IEP4KMf/ajsv/vx8TE+97nP4Stf+QoCgQCSySQ6Ojrw3HPP4Vd+5Vdw+/Zt2ceXSc0Kj1xvjtyRfBaLBScnJ4qvKwgCHj16hEePHhX0l9CzwVuvqVZS1ma796wXRokyACYCtHwwqy12eJ7H3Nwcdnd3cfPmTbS1tWFlZUXTvgsthYfUtVKpFCYnJxGNRvHgwQPY7XYkk0nRYGpwcFCc6x4KhbCwsCB+vaWlBc3NzXA4HBTsEKpjhKDa6GN7qblcOiQ85JPb41EOJpMJdrsddrs9q1Hd7/fjz/7sz/CZz3wGNpsNAPDHf/zHePe7342+vj5Jv/ull17Cr/3arwEAhoaG0NTUBL/fj1/6pV/CN77xDXzlK1+R/Ld//PgxnnvuOSwuLsJsNmNwcBBNTU1YXl7GH/zBH+CP/uiP8Hu/93t4//vfX9qJAFBzVyFrIE8mk+A4TpzykPuwVKPUKh6P4/vf/z62trZw79499Pf3n/mQroRyJy3XFgQBm5ub+N73vofOzk7cvXtXsdrjzFGzWqGm8Dg5OcHrr7+Ow8NDjI6OikGDkbMQ5a4l5XMdHx/jtddeAwCMjo6eOY+dzXW/dOkSRkdHce/ePbS2tiIcDuOtt97CK6+8gtnZWezu7koy2qSMB1EKRhAeubCxvdeuXcNzzz2HmzdvwuVyYX9/H6+//jpee+01zM3NYW9vT9WKAQY1l0uHhId8ys14FII1qv/SL/0SvvnNb2JjYwO//uu/DqvVii996UsYGhrC8PAwPvKRj+B//a//hWAwmPf3vPbaa/jEJz4Bs9mMP/iDP8Dy8jL8fj8ePnyIc+fO4atf/So++9nPSj6uT3ziE1hcXMTIyAhmZmawtLQEn8+H3d1d/MIv/AI4jsOHP/xhHB0dlfzZa+oqZA3kyWRS3CnRKvDf39/Hq6++ivr6eoyNjRVt7tVbeHAcp0uwlC8gT6fTmJqawuLiIm7duqWYu3bmmkB1CI8nT57g1VdfhdPpxP3797PmgWtZUqZ1j0extXZ3d0XRevv2bcmTRtguVW9vL27cuIHnnnsOV69eRUNDA9bX1/Hd734Xb775JpaXlxEOh/OeXwqMiGqEBU4DAwO4desWfvAHfxAjIyOwWq1YW1vDd77zHbz55ptYWlpCKBRS5X1mRHFmVOT2KxDanjObzYabN2+iubkZr7zyCkKhED73uc+hsbER//pf/2u0t7fj9u3bePLkSdbPffrTn4YgCPj5n//5rCzEjRs3RMHx0ksvSd4I+NrXvgYAePnll3Hp0iXx3x0OB/7Tf/pPaG1txdHREV555ZWSP2vNlFqx0ip2IRV7WCnVY8HzPAKBANbX13H58mV0d3dLelDq3WcB6PNQzy21ikQi8Pl8qKurw9jYmCpNv3oIj0xfDSXOcWYJ3+XLl8Va0dw1jZaFUHstQRCwuLiIjY0NPPPMMzh37lzen5eK2WwWZ7afP38+azTpzMwMOI7LMmpjqXPKeBByqbSgWo+xvbSLLx06V/JRM+ORj8xRui6XC88//zyef/55AMDe3h7++q//Wry/AODo6Ajf+MY3AAAf+tCHTv2+9773vfjIRz6CYDCIb33rW3j3u99d9BhYi8HQ0NCpr1mtVvT39+PJkydlxcdVLzxYaVU6nc6aWlUMJUqtYrEY/H4/OI7D6OiorIYhvTMegD47JJmlVqwxur+/HxcuXFDtWNg1oYevhhI1pKxvIRKJ4P79+2dOrTJaFkLttZLJJPx+P+LxOB48eKDKiMLc0aSRSOSUY7TNZkMqlUI6nTbURCC9ITFWmEoTHrloMba30s+RlpDwkI+SPR5SiEQiZ/YQnjt3Du973/uy/m1iYgLJZBKNjY15G77r6urw7LPP4pvf/CZef/11ScLjmWeewXe+8x28+uqruHr1atbXQqEQ5ufnYbVacfPmTXkfLoOqfgvmenNIFR1A+YH/7u4upqen0dnZiUuXLsm+eI0iPOSa35SL2WwWp1bt7e2JjdFarFuJwuPo6AgTExNoamrC2NhYwb9XLfV4sPPidDoxOjqqScBvMpngdDrhdDrR398vOkZvbm4ikUjgO9/5TtZEIJfLRUETUROoNbaXhId0SHjIR+uMRzQalWUeGAgEAAB9fX1n3i9DQ0P45je/KX5vMV588UX8nb/zd/Cxj30MVqsVP/IjP4Kmpib4fD587GMfQzQaxQsvvIDe3l7Jx5lL1QqPfN4ccig18Oc4DvPz89jZ2cG1a9fQ0dEh+3eUs74SsAlfejSY8zyPzc1N2O12jI2NiaUqaqOn8CiVzc1NzM3NSfYxqZUeD5YpK9ffpVxY6QnP80gmk7h+/bq448smApF3CHEW1RxUKzW2l4Jp6dC5ko/WVR8s4yGVcDgMAFkecLmwr7HvLcYP/dAP4a/+6q/w67/+6/jgBz+Y9bWBgQH8/u//Pn76p39a8jHmo+qER6Y3R7EG8kKU0uMRiUTg9/thNpsxNjaW1dhbyvp6CQ+91t/Z2cHOzg6amppw//59TW94rYUHuyZLWZPjOHFyzK1bt9Da2ip5Tb3Ln9Rci+d5LCwsYGtrS7NMmVQEQUBjYyO6urrQ1dUFQRDEHV/mHWKz2cSRveV6hxCVTzULj1zyje1lI603NzchCELesb21dI7KhYSHfPTo8ZBTEhyPxwHglA9cJqyEUY49xMrKCh4/fgyTyYS+vj64XC7R++oLX/gCxsfHMTAwIPn35VJ1wqPU0qpcrFYreJ6X9GATBAFbW1uYm5tDX18fhoeHy77BLRaL5t4SuetrJTx4nsf8/Dy2t7dx7tw5WK1WXYyztBYepQTnsVgMPp8PJpNJdkZIy8+otfDgOA7f//73kUwmMTo6KmvXSG3yPT9MJtMp75CDgwMEg0EsLCwgkUhkBVpKNOISlUUtB9U2mw02m00U6cfHx6d6p7xer25j3ysRrfsVqgGjl1qxLHmhse6JRAIAJMcKv/mbv4lPfOITuHTpEnw+H5555hkATzfW//k//+f44he/iPHxcczOzhadznoWVSc8gNNmgKWQ2edQqNY0nU5jZmYGwWBQ0V1WPRu8Ae1MBFkgDQBjY2PY3d3F8fGx6uvmopd7uZw19/f3MTk5KfYNyb0utO670GqteDyOYDAojhs0YgN3MRGWueOb6XAbCoWwuroKi8WSVZZVaIerkqjVwFoqdH7eHtvLRvey3qlQKIS9vT0kk0m8+eab4jQ5t9tNAXYeKOMhHz2ay+VkPKSUUUkpx2I8fvwY/+bf/BsAwH//7/9dFB3AUzf13/md38Frr72G2dlZ/Of//J9F00K5GO8NXSZK1Zazi63QJJqjoyP4fD40NjYqPupVzwZvtr7agePe3h6mpqbQ1dUlBtJ6CADA2MJDEAQxzXn16lV0dXWVvF61lVptbm5ibW0NdrsdN27cMGSgJveYch1ueZ7H4eGh2BsyOzuLpqYmsSzL7XZTQFGF0NSv/GSO7bVarYhGo2htbUUoFMLc3BxSqZTiY3urAZ7nDbkpY2S03viNxWJwOp2Sv394eBgAsL6+fmas+ujRo6zvLcT3v/99xONxNDU14d69e6e+brVa8Y53vAOzs7P4/ve/L/k4T/2ekn/SoCj1gGFlWvl2/QVBwNraGgKBgGoNrMxRXW8TQTXgeR6Li4vY3NzE1atX0dnZKX6NhEc2yWQSk5OTiMViePDggayHUi5aZiHUFjmsPG9nZwd9fX2IRqOGDi7KORdSvENYoNXS0iLWvxOVTS2XWkmFBdNSxvayjEitDnGgjIc8WKm71qVWmfFQMW7duoW6ujrE43E8fPjwlFhIpVJ48803AQD3798v+vukVJuwdxnrLymFqhMeSpLPyyOZTGJ6ehpHR0e4e/eupPRVqehtIqhGkHpycgKfzwee5/PW4uv1mfUQHsWEwOHhISYmJuB2uzE6Olp25qtaMh7xeDzrGgqFQohEIqqspQRKB4+5/gjRaBShUAhPnjzB8vIy6uvrxZIsr9erS8aUKB8SHsVhA2QYhcb2bm9vi0Mc5I7trQZIeMiDxSFaCw85Q4lcLhd++Id/GH/5l3+JL37xi6eEx5/8yZ/g6OgILS0teMc73lH097GsSCQSwRtvvHFKrKTTafz1X/81AODixYuSjzMXugoLkBsEh8NhvPrqqwCe9iOoKTryra8laqy9v7+PV199FU6nEw8ePMjbRFVrGY98wbkgCNjY2MAbb7yB/v5+3Lx5U5HgsRp6PMLhMF577TXY7Xbcv38fdrtd00b2UlHr+EwmE5qamtDX14dbt27hueeew8jICCwWC1ZWVvDd734Xb731FlZWVnB4eGj480QQcigmztjY3qGhIdy9exc/8AM/gPPnz0MQBAQCAXznO9/Juj+quVmdhIc82LWgtfCQa3T7yU9+EiaTCV/4whfwh3/4h+K/+/1+/PIv/zIA4OMf/3hWX+DnP/95DAwM4Cd/8iezftetW7dw5coVAMA//If/EJOTk+LXjo+P8eEPfxizs7MAgJ/5mZ+R9+EyqDqpr+QOERupKwgCHj16hEePHmF4eBj9/f2a7ERVi/DgeR6BQADr6+tFexS06C3Jh1FKrTiOw8zMDJ48eYLbt2+jpaVF0fW0CjyVXouJsYWFBVy8eBF9fX3iPWh04aHl8WXWvwNPs0O53iGs5KSlpaVmy04qAcp4FEduKUypY3urAb0G1VQqHMcpMqhIDnLH6QLA+Pg4PvWpT+GFF17AT/3UT+GFF15AU1MTpqenwfM8fvRHfxS/8iu/kvUzBwcHWFtbOzUS12Qy4fd+7/fwwz/8w5ifn8fNmzfR398Pl8uFQCAgjuT99Kc/jTt37pT8OatOeCiJ1WpFPB7H97//fZycnODevXsljw8rhWootYrH4/D7/UilUhgdHS16U+nV16LHurnnOBaLYWJiAhaLRfFhBYD+buKlwnEcZmdnsb+/jzt37qC5uVm1taqNXO+Q4+NjBINB7O7uYnFxMavsxOv1arq7R3+zwpDwKE5uqZVcio3tzS1brORpcpTxkAcTalreg3LH6TI++clP4saNG/jc5z6Ht956C7u7u7h+/To+8IEP4Bd/8RdlPddv376N6elpfOYzn8HXv/51rKysYGtrC21tbfiRH/kRfPSjH8U73/lO2ceYCQmPAnAch4WFBbS1teHWrVua14JWesbjyZMnmJycRGtrK+7cuSPp/NVaqRVb8/Hjx5icnER3dzdGRkZUeUFUYo8H6wkCcKYYM7rwMMrxZY4lHRwcRDqdFnd7FxcXyTvEYJDwKA7P84qdo7PG9obDYaytrWFmZgZOp7Nix/aS8JCH1h4erF9PbsaD8fzzz+P555+X9L0vvvgiXnzxxTO/3tXVhc985jP4zGc+U9KxFIOERx5YaVAkEkFXVxeuX7+uywugUqdaZY5/vXz5Mrq7uyWfv1psLl9cXMTa2hquXbsma6JFqetpgRLBdigUgs/nQ3t7O65cuXLmS9Mogf1ZGDV4tFqtWWUnmdOAmHeI1+sVx/ZW8m5vpWLUa8coqCnOcssWM6fJVeLYXhIe8tBaeABPMx7lTK6sFKpOeJR748diMfj9fnAch9bWVl0fJvmmamlFqaInkUhgcnISJycnJY1/1SvjoVdvCZuxLaUMrVz06PEoJTDIHFd96dIl9Pb2Fvx+owsPoDLKiqR4h2ROA6IgRl0q4ZrRGy2D6dxpcpU2tpeEhzz0cHovJ+NRSVSd8CiH3d1dTE9Pi87Qc3NzugX+gP6lVslkUtbPhEIh+P1+eL3ekkvT9BIeWmYDgKfNXYeHh6JRjxZlfFpnPAD5O5Icx2F6ehqhUEjyuGqjCw8j74KeRT7vkHA4jGAwiNnZWaTTaTHAam5uFqeLEcpBpVbF0escVeLYXj0C6UpG62Z8VmpVSo9HpUHCA08vMGZGdu3aNXR0dADQN/AHKqfUKnPq18jICHp7e0t+GbDMg9YvFIvFglQqpfo6giBgfX0di4uLsNvt6Ozs1OyFpOX1lCk8pMKa661WK8bGxtDQ0CB5LSMLD6Dyd6/r6+tx7tw5nDt3Lss7JBgMYnl5GXV1dWJJlhzvEAqsC0PnpzDlNpcrBRvby0b3ZvZPBQIBxONxuFwuUYg4nU7Nj5syHvLQutTq5OQEPM9TqVUlIvdBHYlE4Pf7YTabMTY2lmXeUsquv5JUwlQr5qwdjUYVmfrFHoxa785okWlJp9OYmZkRd/PX1tY0DUj1ynhI4cmTJ/D7/WK2Uc4L0ujCo9qCR+YdwvxDWBMuKzlhTbhsZK8eQVY1YORr2igo2VyuJLn9U0YY20vCQx5aC49YLAYAVGpVzQiCgK2tLczNzaGvrw/Dw8Onbkqr1SrOLdYDPYWPFNETDofh9/vhdrsxNjamiMkd+xtofdOrLTyi0SgmJiZQV1cn7uZvbGxoGlxoPdUKQNFzKggCVlZWsLy8jMuXL6Onp6ektYwepBn9+Mohtwk3kUggGAwiFApha2sLgiBklWXZbDadj7gyoFKr4lTKOco3tjccDmN/fx9LS0uoq6tTfWwvCQ95aL35GYlEYDaba+L5WJXCo1ggkk6nMTs7iydPnuDmzZvirkQuepda6Z3xOGttQRCwurqKQCCAixcvKmqoyG50I5j5KQXrHert7c0SuFr3s2iZ8WCfsdh9OD09jYODg7KyZUYXHpUQGClJQ0PDKe+QUCiEvb29LO8Qq9Vq6L+b3lRKUK0nlRhMZ47t7e/v12RsLytfrrRzpSda93iw/o5auOerUngU4ujoCD6fD42NjUVN2owgPPRotC60diqVwtTUFI6OjnDv3j14PB5F12VOodUgPNhY5o2NjazeITXXLIQeGY+z1mMZoPr6eoyNjZW1w1eu8NDiQV+rAXauN0Jm7fv29jaSySQePnwolmUZfSSplpDwKE41nCMtxvay5w8JD+loXXURiURIeFQbmU29Q0NDGBoaKvoHtlqtSKfTGh3haSwWi27r5xNdh4eH8Pl8aGpqKjtYLIQRXMTLJZFIwOfziY7t+SZVVHPGo5DwYGaJPT09uHjxYtkvQyUyHmoGMLXwIpFKZu17c3MzlpeX0d7ejlAohLW1NXEkKftP6oABojapxl38s8b2hsPhksf2sud+tZ0rNeE4TpHycanEYrGamGgFVKnwyA1EkskkpqencXR0JHlEJ0AZD/bZM0Xb+fPnMTg4qGowpcfnVlIEhMNh+Hw+NDc3F3Rs1zqzo2XGAzj9+QRBwPLyMlZWVnD16lV0dXUptk45n0uLXdNazXgUw2w2o6enR/QOYSNJNzc3MTc3l+UdUmlO0eVSDbv5amPU5nKlUGpsLwkP+Wjd4xGNRmtmLHlVCo9MWAO0y+WSvUtvBOGh91SrVCol1uHLEW1KrK0lSqyZaXx38eJF9PX1FXyImM1mTUb4MvQUOqxE7/j4GPfv34fL5VJsHerxqA5yR5Iy75DMkpNa8g4h4VGcWjtHpY7t5ThOLGMmpKFHqVUtTLQCqlh4ZHpLDA8Pl9QArWepE1tfTx+PdDqN1157DTabDePj46qVVuVSiaVWmY3Szz77rKTel2ru8QDeFgSRSAQTExNobGzE6OioKteRkYUHYPzjMyJSvENYb4gc75BKggLFwlRic7mSFBvby/M8vF6v2DtQa0KtHPRoLifhUcGw+vqTk5OypuXUasZDEATs7e2B53l0dXXh/Pnzmpv56ZHxKPVcZwbWcrJq1dzjwdZ78uQJlpaW0N/fj+HhYVWuI8p4VD/5vEMODw8RDAaxsrKC6enprJ1el8tV8QGpka9po0CBdDa5Y3sjkQhCoRAeP34Mnufx6quvqj62t1rQOuNRK67lQJUKj8XFRdTX1+PWrVtluUJbrVZdXLQZeggPZnIXDAYBQFITvtJUUqnVzs4OpqenSwqsq7nHQxAE8DyPpaUlXL9+/dRELyUpR3hodW1TEKksFotFDKCAp5tNbBLQ1NQUeJ7PalKvxNn4FFQXpxqby5XCZDLB6XTC6XTC7XZjenoaly5dUnVsbzWhR48HCY8K5urVq4o8tNlFx3FcWQKmnPW1FB7Hx8fw+XxoaGjA/fv38Z3vfEfzdCOgX6mVnOCQ53ksLCxga2sLN27cQHt7u+prlotWgi6VSsHv94Pn+bxjhJWmUjIeFEieRqnz0dDQgM7OTnR2dub1DmlsbERLS0vBBlyjQddLcaq9uVwpWBBdbGyv2+0WxXqtj7bWI+NBpVYVjFJjcNlFl06ndRMeWmVctra2MDs7i4GBAZw/f178d61HygH6lFrJEXnxeBw+nw8cx2FsbAx2u72kNfUotVI7QD8+PsbExAQcDgcaGho02WkuN7BX+96q5Ze3HuTzDjk4OEAwGBQbcDMDLKfTadi/kVGPyyiQOJNGvl6YQmN7V1dXSxrbW03o0eOhxfAeI1CVwkMpzGazLrvvDC0yLhzHYXZ2Fo8fPz7l4q6HkR+gT8ZD6mcNBoPw+/1obW3F1atXy9oRqbYeD1Z2Njg4iPPnz+M73/mOJpmISskoGP34qhWr1YrW1la0trYCeNqAy3Z6jewdYuQsnlGgUitpFGvCV2psbzWhdcYjFouht7dXs/X0pLqvHAXQe7IUoJ7wiEQi8Pl8sFqtGB8fP7Wjoddn1yvjUSi7JAgCVldXsbS0hEuXLqGnp6fsILJaplrxPI/FxUVsbm5mlZ1pJVyNHswb/fhqDZvNhu7ubnR3d2cFWFtbW5ibm4PD4RDLsvSseyehWhhBEOgcSURuv0KpY3urCa17PCKRSMnVE5VGVQoPJR9EentpmEwmVdbf3t7GzMwM+vr6MDw8nPehoddn16u5HMj/smdeJoeHh2VNScu3ZqVnPJLJJPx+PxKJxCmHdq16WNjfy+ijNWkH23jkBlipVOpU3bvH4xHH9mrpHUJBdWHY/WTke94olPtslDq2N3OYQyVfu2w4itYZD+rxIAAo1y9SKkoH/xzHYX5+Hru7u0WbovUQAGxdPZrLgdMPaNazYLfbZRtQFkPrpmilhcDh4SEmJibgdrvzTpDT6vMZ/QVn9OPTCyMKsbq6uizvEFb3HgwG8ejRI9E7hP2ndv8bXTtnw95NdI6Ko/SmzFlje/f397G0tJR1n1Ti2F4Wf5CPhzqQ8ChCNXl5xGIx+Hw+mEwmjI2NFW38raVSq0zhwWBZoYGBAVy4cEHxF5wepVZKrceGEZw/fx6Dg4N5z43WwkMPkSwHIwbaxNnk1r0z7xDWGzIzM6Oadwi7ViioPhs6R9JRMxucOba3v78fHMfh4OAga2xvU1OTeJ9UwtheFvfQOF11qErhUS2lVkquv7u7i+npaXR3d2NkZETSQ0ivxnqz2YxUKqX5msDTBzTP85ifn8fOzs6phnul16y0qVaZ5+bWrVtiw+5Z61GPh/GPj5CGFO8QVm7S0tJS1kQ3EqnFoVIr6WhZhloNY3s5joPJZNLsnAmCgGg0CqfTqcl6elOVwkNJLBZLRZdaZfpNyPVU0CPzwNaNx+OarmkymWAymRCLxTAxMQFBEDA6Oqpqs1elZTwSiQR8Ph/S6bSkc0MZj2womKwucr1DIpEIgsEgHj9+jEAggMbGxqxyEzkDQmg3vzhUaiUdPfy4GJU4tlfr/g6AejyIDKxWa8VmPGKxGPx+PwRBKMlvopaay4GnL7CHDx+io6MDly9fVv3Bo7WBIBMCpTStHhwcYGJiAs3Nzbh27Zqkc6N1c7lRMfrxEeWTWW6S6R0SCoWwvLyMk5OTkrxD6No5G/Yco3NUHKMM3qiUsb16CDXq8SBEKrXU6vHjx5iamkJHRwcuXbpUUhCtZ6mVlsJDEAQ8evQIPM9jcHAQw8PDmqyrtU9KqX4XGxsbmJ+fx/DwMPr7+yX/rNYZD6NnFIx+fHpQrUFjIe+Q9fV1mEwmeL1ecWxvrncIXSvFIddy6eixgy+FQmN7l5aWcHJyosvYXq09PHiepx6PSkfpHo9KKrXieR6BQADr6+u4evUqurq6ylpbr1IrrQRPKpXC5OQkIpEI6urqVOvnyIcepVaA9KCG53nMzs5ib28Pt2/fFmt2paLl1C6tJ4TJgYIjItc75Pj4GMFgMMs7JHOXl0qtikPmgdLheV71CWxKYJSxvXqYBwqCQD0elY5SgYjVakUikVDgiEpDThAej8ezavDLTdtVe6nV0dERJiYm0NTUhLGxMbz66quafl5WiqTVvP7MBvpiD9V4PC72ukiZgHbWeloJq3Lud61Ei1GFEaEtZrMZbrcbbrdb9A4Jh8MIBoOYn59HKpWCy+UC8DQgkVqWVWuQz4l0jFJqJRe9xvbqITwAUKkV8ZRKKbXa39/H5OQk2tvbceXKFUVummoutdrc3MTc3ByGhoYwNDQkTrDQIwOhVRpcaklSOBzGxMQE2trayrqWKOPxFAqOiELU1dWhvb0d7e3tYvPt48ePcXBwgIcPH1a8J4JaUKmVdCpVeGSi5dherc9XNBqFxWI5VXJZrZDwKILRhQfP81haWsLa2hquXLmC7u5uzdZWCzXX5TgOc3Nz2NvbOzUOVutmb7mlT0qtd5a4EgQB6+vrWFxcxMjICHp7e8t6sZPwyMbox0foD2u+7erqwsrKCn7gB35AbL5lwZXT6RRH9irpHVJpUKmVdKpBeORy1tjecDhc9therTMekUgEDoej6v5GZ1G1wkOpQERv4WE2m8/sMYnH45icnEQikcCDBw8Urw+0WCxIJpOK/k4pqJV5KGagqHWGR+sxsIUyHhzHYWZmBsFgEHfv3oXX61VkPRIeldP8rjV0Ps6GnRs53iHNzc2qjv82GpTxkE41Co9clBzbq7XwqKWJVkAVCw+lsFqtujaXn9VjEgwG4ff70dLSgtu3b6syck7PUiul12WlaJ2dnbh06VLeh7CepVZakW+S1snJCSYmJmA2mzE6OqrYHHUtp3YZWXgAVG5FyOOs5vJ83iGhUEj0DmloaBAnZcn1Dqk0KOMhnVoQHpnIGdvr9XpP3St6CI9amWgFkPAoihEyHpnrC4KA5eVlrKys4NKlS+jp6VEtqNFzqpVS62aer2JTvrT+vGwGvdZiJzNADwaD8Pl8oneJki8nLUvXjC48ANrhJ+RR7LmeW/OezzuEjSJtaWmpuiZ1ynhIx6jjdLWi0Nje3HulublZF+Fht9tr5nom4VEEvYVH5vrJZBJ+vx8nJye4f/++OPlEi7W1RKnMQzKZxOTkJGKxmKRSND2MC/VyLxcEAaurq1haWsLly5fR09Oj+FpUavU2tfJCIZShlGu5kHfIxsaG6B3CgisjOESXA021kk6tZTyKkTu2Nx6Pi/fK5uYm0uk0GhsbxayIWmN7GZFIhEqtqgGlLhKj+HiEQiH4/X54vV7cunVLkxS6Xg7iLMtTzovl8PAQExMTcLlcGB0dlTTDXI/Pq3XAbDKZkE6n4ff7EQ6H8eyzz8Lj8ai2ltFLrXiex87ODhobG+F2u1V9ORtZGBHGQomg+izvEFZqYrfbs7xDKm1HnEqtpEPCozCNjY3o6uoSx/b6/X4AUH1sLyMWi1GpFfE2VqtV91KrWCyGt956CxcvXkRfX59muzx6TrUCSnv5CoKAzc1NzM/P4/z58xgcHJT8O2oh4wEAU1NTaGxsxNjYmKrj+4wuPFKpFHw+H6LRqCh0M92kldwRpp1ZQg5K7+af5R0SCoVE7xC32y1e+w6Hw/DXLJVaSYeEh3TYaH2v14ve3l5wHIfDw8OsyXJKje1lUMaDyILV/euR1k0mk1hdXUUymcSDBw/gdrs1XV/P5nJA/sOS4zjMzs5if3+/JKftahce+/v7SCaTOHfuHG7cuKH6i8jIpVaRSAQPHz6Ew+HAvXv3YDKZEI1GEQqFsLOzI+4Is0DM4/GUfb4o43EaChzPRs1zk887hJWaPHr0CFarVQysmpubDekdQqVW0iHhIY/MnpjcyXJKju1lUHN5laBkqRXwNKjVckLIwcEBfD4fGhsbUV9fr7noAPTPeMg557FYDBMTE7BYLBgbGytpt7pahYcgCHj06BEePXqEhoYG9Pb2avISMmpz+ePHjzE5OYn+/n6cP38e6XQaPM/D5XLB5XJhYGAgy02avVxYNqSlpUW2kzsFSIQctC6/zJ0AdHh4iGAwiPX1dczOzoreIWyH1whBLAXT0qFzJQ+O4848X1LG9srtpYrFYpTxIN6GBcHpdFoT4SEIAtbW1rC4uIjh4WF4vV689dZbqq+bD72mWsn1t2CBZHd3N0ZGRkp+wFaj8Ein05iamsLh4SHu37+PyclJQ4oBLdbKFGDXr18XXxz5yN0RZtmQ/f19BAIBNDY2Zo0tlZJqp4xHNnQ+zkbP3XwWODEvH7bDGwqFMDMzA47jsgIrtRtvz4IyHtIh4SEPqVOtCo3tZZnzQmN7GZFIJMvMuNoh4VEEs9msWclRKpXC9PQ0Dg8P8eyzz8Lr9SISiegS/AP6ZTxYjWWxtQVBQCAQwNraGq5du4bOzs6y1jWbzUilUmX9DrmoGZxHIhFMTEyI/Rz19fWaiisj9Xik02lMT0/j4OBA9kQ4k8mEpqYmNDU1oa+vTxxbGgwGsbi4iGQyCY/HI44tzTcWkQIkQi5GuWZyd3iZdwgT4Q0NDeK1r6V3CDWXS4OVitO5kk6p43Qzx/YCOHNsb2NjI3Z2dvDcc8+hoaEB0WgUAwMDstf7i7/4C3z2s5/Fw4cPkUgkMDIygg984AP46Ec/WvLf+4//+I/xpS99CRMTEzg4OEBrayuuX7+O973vffjgBz9Y0u/MpWqFh5IPbS0C8MPDQ/h8PjgcDjFIzFxbj92dzNGrWq9dLNvCRgvH43GMjo4qkqaspowHywL19vZieHhYfAhpmYUwSqkVK8Orq6vLurdKJXNsqSAIODk5QTAYFOvj6+vr8wZitMNPSMWo10qudwjHcQX9EFwul2rvDmoulwZ7v5DwkI5Svidnje195ZVX8C/+xb9AKpXCnTt38PjxYwwMDMiKtV566SX82q/9GgBgaGgITU1N8Pv9+KVf+iV84xvfwFe+8hVZf/NEIoH3ve99+OpXvyr+zv7+fuzu7uKv/uqv8OTJExIeWqLmSF1BELCxsYGFhQUMDQ1haGgo68JjF78eBkAWiwWCIOgqevLB+l/cbjdGR0cV22HTo5leaeEhCAKWlpawurqaNwukdcZDb+HBDBILOdaXu67dbofdbhcnoOSauLndbvA8j1gsVnUmboQ6VEoZkcViyfIOYYFVMBjExsYGAGQ1qSs5Ka5SzpHekPCQj1oGgmxs73vf+178/b//9/H666/j61//Or70pS/hc5/7HL785S/jXe96F971rnfhb//tvy0Kllxee+01fOITn4DZbMbv//7v4/3vfz8AwO/34z3veQ+++tWv4rOf/Sx+9Vd/VfKxfeADH8BXv/pV/OAP/iB+93d/FyMjI+LX9vf3MTExUd6Hz4CEhwTUGqnLyj/C4TDu3LkjTk3IJLPRWg/hwdbW+qGVTwRkirTh4WH09/crPnJS651GJYVAKpXC5OQkotHomYaJRip/UnOtzGvl0qVL6O3t1eQ4LBaL2IA+PDwsmrgdHh5ifn4eS0tLYjakublZkr8MUXtUalCd64eQr949c1JcOe806luQBgkP+WgR87BBOGNjY3jllVfw4Q9/GL29vfirv/or/NZv/RZ++qd/Gjdu3MC73vUu/MzP/AyuX78u/uynP/1pCIKAf/SP/pEoOgDgxo0b+OxnP4uf/umfxksvvYR/9s/+maR3zNe//nX84R/+IS5duoSvf/3rp4antLW14d3vfrdin71qhYfRS62Oj48xMTEBm81W0E+BXfx6jrXlOE7zACm31CqdTmN2dhbBYPBMkVYulVxqxa4nh8NR0DDRKOVPaq7F8zxmZ2fx+PFj3L17V2ySPevn1ISZuK2uruLKlSsAnmZh1tbWxGlBTKhQNoRgVKrwyMRkMoneIYODg1neIQsLC0gmk+IY0paWFtneIdVwjrSACTQ6V9Jg5eVabvRGo1F4vV4x2wE8LZf+5je/iW984xviQBQAODo6wje+8Q0AwIc+9KFTv+u9730vPvKRjyAYDOJb3/qWJMHw+c9/HgDwwgsvyJ7YWApVKzyURMlSK0EQsLW1hbm5OQwODuL8+fMFHwgmk0m3Jm/2sNLLvZytG41Gs2r01TK906PUSongfHd3F1NTUxgYGMCFCxeKXk9a9nhonV1JJBKYmJgAz/MYHR2V9BDV6oVsMpng8XhEIZRIJMTekI2NDZhMJrEkpaWlxZDeCYR2VFugmDspjmUDg8EgVldXs/wSpHiHUMO0NCgzJA/2ztJKeLCRvLkVCu3t7Xj/+9+fldEAgImJCSSTSTQ2NuL27dunfl9dXR2effZZfPOb38Trr79eVHicnJzgm9/8JkwmE370R38U3/72t/F7v/d7WF1dhcfjwXPPPYcPfehDeSsoSoWEhwSUCvzZrv2TJ09w69YtyePT9BIeeq7NRMDe3h6mpqbQ09ODixcvqvoArbSMhyAIWFxcxMbGBp555hmcO3dO1fXkonXGIxaL4bXXXoPX68W1a9c0L00sRL5z0dDQIJal8DyP4+NjBINBbG5uYm5uTvROaGlpgcvlouChhjBqc7lSZPZG9fT0iN4hTIRL8Q7Ro++xEiHhIQ8W72h5zqLRqOQBOYFAAADQ19d3Zn/r0NAQvvnNb4rfWwi/3490Oo3u7m781m/9Fl566aWsr//v//2/8fLLL+NrX/sabt68KekYi1G1wkPJ3SIlejwikQh8Pp+4ay+nyU5P4aFHMM7W3d7exsHBAa5du4aOjg7V19TDt6TU85s51evBgweSH1pGaPhWg0QigZWVFVy8eBEDAwMVt1tsNpvFspShoaEs74SpqSkIgiAaGCrdpKsnlfZ30opaKyPK9A45f/58Xu+QzJHVNput5s5RqZDwkAfHceJIf62QIzzC4TAAFCwhZl9j31uInZ0dAE9Lu1566SX82I/9GF5++WUMDg7C7/fjwx/+MB4+fIgf//Efx8zMjCITRKtWeChJuYH/9vY2ZmZm0N/fjwsXLsi+oGst45FIJHB8fAyz2SwrqC6XSsl4HB0dYWJiAk6nU/ZUr2rz8WBZn0gkgp6eHgwODqq6XqnIFWG53gnHx8dZTbp2uz2rSZcCi+qjloPq3Os/Go0iGAziyZMnWFpaQkNDgzjaN5VK0ZCGApDwkIfWg3zYxEOHwyHp++PxOAAULEVk5egnJydFf180GgXwdDjN0NAQ/vRP/1S8n5599ll87Wtfw/nz57G+vo7/9t/+G/7pP/2nko6zEFUtPJTacS21x4PjOMzNzWFvbw83b948czSalPVrRXiEw2H4fD5YLBb09vZqJjoAfYSH3OCcidh8o5fVWK8c1M54pFIp+P1+nJycoLm5WfKDOxctArxy1jCZTHC5XHC5XBgYGBCbdIPBIObm5pBOp0UnabYbTFQ21V5qJYdMA0/mHXJwcIBAIIBwOIzvfve7mnmHVCIkPOShdQkfC/yl9lCwbHcymTzzexKJBABIehdkZs//yT/5J6dEfEdHB37yJ38SX/rSl/D1r3+dhIdWWK1W8Q8plWg0KgbQY2NjZQUDtVBqJQgC1tbWEAgEcPHiRRwcHKi+Zi56ZTykBBk8z2NhYQFbW1tliVgtp1qpuVYkEsHDhw/hcDjw4MEDzMzMGD5YU+r4cpt02W4wc5JubGwUJ2WVO7JUTYz+99ITKiM6GzayemdnBy6XC+3t7WJZFvMOqcayxFIh4SEPrTMeTHhI3TiTUkYlpRwr9/cBwKVLl/J+z+XLlwEAq6urko6xGCQ8JCA38N/Z2cHMzIxiDdHVnvHI9DNh40+Pj48rouxJiTWLnd9EIgGfz4dUKoXR0dGSd/aB6sh4MFf2vr4+DA8PiwFaqWtpEQCrFUTm7gan02kcHBwgGAyKI0sza+PtdjsFtBUACY/iMOfyXO8QNqQh0zuEZUO8Xq9hhbha6OHDVclofb6i0Sjq6uokT+scHh4GAKyvryOdTucttX706FHW9xYi0yjwrGNg/65ULFjVwkPJUispJ5zneczPz2N7exvXr1+XNGVIyfXVQO0Rs5FIBBMTE2hoaMgalavHZ9ZLeKRSqTO/fnh4iImJCXg8Hty5c6dsl/ZK9vEQBAGPHj3Co0ePTrmy62H+KBctjs9qtYpO0mxkKRvZ++jRI9TX14sixOv1ln09EepAwqM4+cbpZpYlDg4OIp1Oi94hi4uLSCQSohBvbm5GU1NT1Z9nynjIQ+uMRyQSkeVhc+vWLdTV1SEej+Phw4e4d+9e1tdTqRTefPNNAMD9+/eL/r6enh709vZiY2NDFCy5sH/v7u6WdIzFoLeOBKT0eMRiMfh8PgDA2NgY7Ha7outXY8ZjZ2cH09PT6O/vz9q5BvTx1DBaczkbq3rhwgXFJjVpnfFQai2O4zA1NYWDgwPcv38fLpfr1PcYWXjoEdxkjizt7e0Va+NDoRCWl5dxcnICt9stlqTUQhBGVA8s41EIq9WKtrY2tLW1ZXmHhEKhkrxDKhESHvLQo9RKThWDy+XCD//wD+Mv//Iv8cUvfvGU8PiTP/kTHB0doaWlBe94xzsk/c73vve9+OxnP4v/8T/+B37hF34h62vxeBx/9Ed/BAD4oR/6IcnHWQi6GiVQbJzu3t4eXn31VXg8Hjx48EBR0QHoLzyUDlR5nsfc3BxmZmbwzDPP4OLFi6deIHqKAC0D2HxZAZ7nMTMzg4WFBdy6dQuDg4OKBYRanlelshAnJyd4/fXXkUgkMDo6mld0UMajOKw2fnh4GA8ePMCDBw9w7tw5HB4e4uHDh3jllVfEYRiFsnCE+lDGozhyzxET4j09PXjmmWfw3HPP4erVq2hoaMDGxga++93v4o033sDS0hJCoZAuY+TVgISHPPRoLpe76fPJT34SJpMJX/jCF/CHf/iH4r/7/X788i//MgDg4x//eJaQ/vznP4+BgQH85E/+5Knf97GPfQxNTU145ZVX8Bu/8RvitX9ycoIPf/jD2NnZgdfrPSVKSqWqMx5KPbjPCvx5nsfi4iI2NzdV9ZrQW3gouXY8HofP5wPHcQX7FfQqtQK0fennCgF2fpjzttIittJ6PEKhEHw+H86dO4fLly8XfIHqHdgXwohBpM1mQ3d3N7q7u0UDt2AwiLW1NdHAjTWpO51OQ36GaoWER3HKdS4v5B0yOzubNS2uubm5YvujSHjIQ48eD7nv+fHxcXzqU5/CCy+8gJ/6qZ/CCy+8gKamJkxPT4Pnefzoj/4ofuVXfiXrZw4ODrC2toaBgYFTv6+jowN/8Ad/gH/wD/4BXnjhBfyH//Af0NfXh8XFRRweHsJut+PLX/5yyUNtcqlq4aEU+UqtTk5OsgLEchp+paxfaHSamii5Q86CyNbWVly9erXgroJeGQ9A2wd15udko4RbWlqKnp9y1quUHo/19XUsLCxgZGQEfX19Bb+XMh7lkRmEAU8HGrDekI2NDZhMJjEAa2lpqcqSFKNRiUGulkgptZJDPu+QUCiEJ0+eYHl5GXV1dWJZotfrrRjvEHJ4l4cepVal2AZ88pOfxI0bN/C5z30Ob731FnZ3d3H9+nV84AMfwC/+4i/K/gw/9mM/hu9///v4t//23+Lb3/42fD4f2tra8OM//uP4tV/7tTMnXpUCCQ8J5JZa7e/vY3JyUtyFVfsirfSMhyAIWF1dxdLSEkZGRtDb21v0haG38NByTY7jxCD74sWL6OvrU3UKktF7PFgp3t7eHu7cuYPm5mZJP1dqYG90Hw89aGhoECcF8TwvTgpifUdOp1MUIS6Xi3ZUFcbIItUolJvxKETmtLi+vr6s/qiVlRXMzMxk3QNOp9Ow9wBlPORh9B6PTJ5//nk8//zzkr73xRdfxIsvvljwe65fv55VulUq3/72t/HOd77zzK+T8JAAC755nkcgEMD6+jquXr2Krq4uTdfXA7PZXFa2JZ1OY2pqCoeHh7h37x7cbrekn9Oz1EprwROJRLC0tCQryC4Vo/t4sNHBrBRPqv+N2maFSmD04zsLs9kMt9sNt9uNoaEhsSQlGAxiamoKgiCU7JtQaYJMK6jUqjhaniPWH9XS0gLgaUksK8va3NwEgKyyLCOZePI8T9PrZMBxnOTRtkpQjvAwKmNjY9jZ2Tn171/96lfx4Q9/uLqFh5I9HjzP48033xS9FLR21K7E5vLj42NMTEzAZrNhbGxMVnmGXi7iJpNJs3N9cnKC5eVlcByH5557ThOjKyP3eBwdHeHhw4fweDy4fv26rF0nLT9XKVSCMJJKbknK8fExQqGQ6Jtgt9tFEeLxeGi3tQRIeBRH6VIrOZzlHbK7u4vFxcUs7xCPx6Nr4E8ZD3lofb4ikYim8aQWsHdEJnNzc/jYxz6GT3ziE9UtPJTi8PAQwNPyAyW8FORSbKqWmpSaedje3sbMzAwGBgZw4cIF2S8IvbI8Wgke1u/idDphtVo1c9c1ao8HG618/vz5kqZ4lROAUIBXOpm+CQMDA0ilUgiHwwgGg5ibm8tq0G1pacnaCa4WIaYWdF0WRs1SKzlI8Q5xu93iPaD12GoSHvLQutQqFotVXcYjl4ODA/zET/wE/tbf+lv41Kc+RcKjEIIgYGlpSbSJHxkZ0WXnQu9SKzlrMxPFnZ0d3Lx5s+QpCHpkPAB1xgdnIggC1tbWEAgEcOnSJTQ2NmJhYUG19XLRI+NRaPdWEAQsLi5iY2OjrOuFMh7GoK6uDu3t7WhvbxcbdIPBIPb39xEIBMSd4JaWFkP/vfSmFq6VctEz41GITO8Q4Glgycqy1tbWYDabs7xD1C7rIeEhDz16PJQymzYiPM/jp37qp2CxWPD7v//7MJlM1S08ynkoJRIJTE5O4uTkBA8ePMBrr72m24uyUkqt4vE4JiYmIAhC2aNg9RIeaq7LcRymp6cRCoVw9+5deL1eBINBzZvZtcx4AGeXjaRSKUxOTiIajeLBgwdlpZuNGIDUOpkNuv39/Vk7wQsLC0gkErBYLNjY2KjocaVqQKVWxTFKxqMYzMSzp6dHHFvNekPm5ubQ1NSUVZal9Gci4SGPSplqVSl84hOfwGuvvYY33nhD9OCqauFRKqFQCH6/H16vF7du3YLVapXkXq4WlVBqFQwGs/wWyr1xq63UKhaLYWJiAlarFWNjY+Iul9Y79Vqul+mLkkskEhH7f0ZHR8seTVnu51JbjNVKxqMQuS7Sa2tr2NnZQTAYxPLyMurr68VsiNfrremGWBIexTFqxqMQ+bxDmBhXyztEa1+KSkfr8cPVXGr1R3/0R/j3//7f42tf+xqGh4fFf6/dJ3seBEHAo0eP8OjRo1NjXyup3EnLtTPP2eXLl9HT06PYutWS8Xjy5An8fj86Oztx6dKlrJeA1v4TemU8Mtnf34ff70dvb29e1/py1iqFWhcEemAymVBfX4/GxkbcvHkza1zp8vIyTk5O4Ha7xSZ1revijUCtfV65VIM4q6+vx7lz53Du3Lks7xAmxuvq6rLEeCkbNJTxkIfWQq0am8sBwOfz4YMf/CBeeuklvOc978n6WlULDzkPpWQyKZZ95Bv7aoSsgx4P2kKlVqxUJhKJ4P79+2IaTQn0EltKCg9BELCysoLl5eUzRZnWAkvrHg/g7fHEmedD6XHU1ONR2WSOKx0eHsbJyYkYgK2uropfZzvBlWLeVip0rRSnUkqtpFLMO2R6ehoul0u8B6T655DwkIcepVZOp1Oz9bTgyZMn+Imf+Am84x3vwM/8zM9gd3c36+tVLTykEg6H4ff74Xa7MTY2lvelpreJH6DPDs9Zn/vo6AgTExNoamo685yVu26xxmQ1UEoIpNNpTE9P4+DgoKB/idbCQ2sfD+Dpdcv6W8LhsCw/F6kYfefT6MdnNGw2G7q7u9Hd3S3WxQeDQaytrWF2dhZOp1MUKk6ns+rObzXs5quJHu8Grcn1DkkkEqIY39raEv1zinmHkPCQhx7Co5x+WCPyta99DWtra1hbW0NnZ+epr9e08GCO2oFAABcvXkR/f/+ZDzI9ezzYTZBOp2V5YShBvszD1tYWZmdnMTQ0hKGhIVUe/plmflo+BJQQAtFoFBMTE6ivry/qX1ILGY+TkxPMzs7CbDZjdHRUlSkulZBRMPrxGZXMunjgaQAWDAYRCoWwsbEBk8kklqM0Nzdr/oxUg2oPqsuF3Uu1FFA3NDSgs7MTnZ2dWf45e3t7WFxcRGNjY5Z/DuuRIuEhDy1jDkEQEIvFqi7j8XM/93P4uZ/7uTO/XtXCo9CDO5VKYWpqCkdHR7h37x48Hk/B36V3qRWgvaM2W5uty3Ec5ubmsLe3h1u3bqG1tVW1ddmDUuvdh3KFwOPHjzE5OYmenh5cvHix6ANfyshZJdGjx+Ott97CuXPncOXKFdVegEYXHhREKkdDQ4No3sbzvGjetrGxIWZDmBCRWo5iROiaORv2jK7Vc5Trn5M5MS4QCCAej4veIel0umbPk1x4nocgCDTVSmWqWnicxeHhIXw+n1gmJGWHTM9SK5PJBLPZrEvGhZU8RaNR+P1+mEwmjI2NnZnWVXJdQHuxVarwEAQBy8vLWFlZkdW/kFmOpMXLQcuMx8bGBgCgv78f58+fV/XzGV14AJTxyEe514TZbIbb7Ybb7cbQ0BCSyaRYjjI1NSWWo7CdYK2MOsuFrpXCsPNDAfVTcr1DTk5OxKxgOp3G5ORkVo+U2t4hlQqL8bTcrIhGo1U71eosql54ZAYkgiBgfX0di4uLsh2S9RQebH29Mh4A8L3vfQ8dHR24fPmyJjelyWTSpWG4FOHBsmfHx8eym+wzS8q0OK9aZDwyTSTNZjM6OjpUDxDKER5aCT4iGzWuw/r6enR0dKCjo0MsRwkGg9jZ2cHCwgLsdntWOYpRsyFUalWYWiy1koPNZkNPTw96enrwrW99CxcvXkQsFsPW1tYp7xC3263pDr+RYTGeVueD4zjE43HKeFQrqVRKbPZl5m1y0LPHg62vtfBhU4gA4MKFC+jv79d0fT0mW8kVHrl+FHLryzOFhxaoLeaSySQmJiaQTqcxNjaGV155RZPdW8p4ELlklqMMDg4ilUohHA4jGAxidnYWHMeJzbktLS2qZ3HlQsLjbGq91EoqrIzX7Xajo6MDQ0NDSKVSopP63NwcUqkUPB6PeB/UspEn2wDU6vNHIhEAqLoej2LUhPA4OjqCz+eDzWbD+Ph4Sc2HVqsViURChaOThtbCh40XjsViACCmcLVEjyyPHOGxt7eHyclJ9Pf3Y3h4uKSHVe7IWbVRM+NxdHSEhw8fwuPx4M6dO7BarZoJAqMLj1p9kRuJuro6tLe3o729XSwfDQaD2N/fRyAQgM1mE4Mvj8ej6y5wtY2KVRqWEaL7qjDsmZh5LdfV1WV5h8RiMbEs69GjR6J3SK2Mrs5Ej4lWACjjUU0IgoCNjQ3Mzc2VPYGplkqtDg8PMTExAZfLhdHRUXz729+ueE8NOWsW+6yCICAQCGBtbQ3Xr19HR0dHWeux36kFajWz7+7uYmpq6tR9VgnCQ6vgxcjCqNbI9Ezo7+/Pas5dWFhAMpmEx+MRy7K03gWma6Uwlehargfs/XmWiDWZTHA4HHA4HKJ3yOHhIUKhEFZXVzEzM1OSd0ilorV5YDQaRUNDgziBrFao+k97fHyM27dvi7OwS6VWSq02NjYwPz+f1QOjV3+JEUutUqkU/H4/YrEYRkdHFdmp0FJgKd3MzkTY+vo6bty4gfb29qyva9WnUwkZDyMfX62T2ZwrCILYnMscpOvr60UR4vV6VQ8UqMejMHR+pFFMeORisVhEkXHhwgXROyQUCmFqago8z2cNazBaeWK56JHxcDgcNXctV7XwMJlMuHr1qiKBj57jdAH1hQfHcZidncX+/v4poaZXtkcPwVNIYB4fH+Phw4doamrC6OioYiloLYVHZmlXuTs76XQafr8f0WgUDx48yCvCtBrfW25gX2sPfuJsTCYT7HY77HY7ent7RQdpJkJOTk7gdrtFczc1AgcKrAtDpWjSKLcXRop3CBMqWghytdHaNywSidTcRCugyoUHoFxAYYRSK7XWj8Vi8Pl8MJvNGBsbOzVyUo/MA1vXKD0eOzs7mJ6exuDgoOKjYfXKeJRDNBrFw4cPxab6s0RYJZRaaYHRj08vKiG4znWQPjk5EUf2rq6uil+vxZp4vaBSK2ko2SydzzuECfKlpaUs75Dm5mY4nc6K+xvpkfFoamqquPNULlUvPJSiWoUHM7zr7u7GyMhI3l2kWi614nkei4uL2NzczFtKpARaBqVKTNHa39+H3+9Hb28vLl68WPChSaVWRLVhs9nQ3d2N7u5u8DyPw8NDBINBrK2tYXZ2VqyJb2lpKTn4ooxHYSjjIQ01x7RbrVa0traKRsJMkIdCIaytrcFsNmc1qVeCd4gePR52u12z9YwCCQ+JWK3WqurxEAQBS0tLWF1dxbVr19DZ2anZ2lLRe6pVMpmE3+9HIpHA6OioailRPUqtSgnSBUHA6uoqlpaWJJskUsbjKUY/PqI0zGYzvF6vOJ49kUiIE4I2NjZgMplEEdLc3Cx5oiIJj8JQxkMaWgbSuYL86OgIoVBI9A5xOBzivWBU7xC9Mh61RtULDyq1Og0LqOPxOB48eFB0hrQeJU9sXb0yHmyyl9vtxq1bt1StXdVaeJSSheA4DjMzMwgGg7h37x7cbrekn6uUHg+CUIKGhgZ0dXWhq6sLPM+LBoYbGxuYnZ2F0+kUg69iE4IosD4bEmbS0MqYNhez2QyPxwOPxyN6hzAPnVzvkObmZsM0WOvVXF5rVL3wUAojCA8lfEQODg7g8/ngdrsxOjoqKaCutYzHyckJ3njjDdnu9uWsqeXnlBukx+NxPHz4UOwBkpMyp4zHU4x+fITymM1muN1uuN1uDA0NIZlMir0hU1NTEAQha0JQZm8dBdaFoVIraeglPHLJ9dCJxWJiWZaRvEO0bi4n4UEUhAXBet3I5Qb/zNNkYWEBFy5cwMDAgOQXm17CQ+uAnOd57OzsIBaL4c6dO2LtqtroITykrhcOhzExMYH29nZcuXJF9rVPwuMpFESexsh/LzWor69HR0cHOjo6xAlBwWAQOzs7WFhYgN1uF0WIHhnmSoJKraRhFOGRSaZ3CJsax7xD1tbWMDMzIyszqCR69HhQqVUVotTDiWUGtL4wGeUE/5llMnfu3EFzc7Osn9dzqpVW6yYSCfh8PsTjcTgcDs1EB6B90Cy1/GlzcxNzc3O4ePEi+vr6SnZmp+bypxj9+AjtyJwQNDg4mFWKMjs7i2QyiZOTE5jNZrS0tFSdX0K5UMZDGkYUHrlkeocAONM7hH2Pms3YHMdp2gRPGQ+iICz9xnGcLmnAUoVHNBrFxMQE6urqMDo6empUrtS19diB02rdg4MDTExMoLm5GQMDAwgEAqqvmYnWGY9i6/E8j/n5eezs7JRtvkk9Hk+h3VmiELmlKBMTE7BarXj8+DECgQBsNpu4A+zxeAzZmKsllPGQRiUIj1xyvUMikQiCwaB4L6jpHaJHj0d3d7dm6xkFEh4SMZlMMJvNuk22KkV47O3tYWpqCj09Pbh48WLJDyA9S61SqZSqazCn9uHhYfT39yMUChnGO0QtCgXpyWQSPp8PyWQSo6OjZe8uUanV2xj9+AhjYDKZxF3gnp4epNNphMNhhEIhLCwsIJlMwuPxiGVZdru95oJw6oGRhtY9C0pjMpngdDrhdDqzvENCoZBo5qnE+GoG9XhoAwkPGejZYC5nbZ7nEQgEsL6+juvXr6Ojo6OstbUQAPmwWCyIx+Oq/G6e5zE7O4vHjx9n7eobybRQ6/WYM7vL5cLt27cV2Uki4fEUCpIIOWQG1larFW1tbWhra8tqzGVO6vX19aIIqQb3aClQqZU0KjHjUYhC3iFsfDUry2ppaZFdNqV1KX0sFis6VbQaqfonlJIvfKvVanjhkUgk4Pf7xR1rJRqXqq25PB6PY2JiAoIgYHR0NKt+Wg/hoVUfROZ6uUH67u4upqamFHdmpx6PtzH68RHG4awd/XyNucw9mu0Au91u0WndKGNKlYZKraRRbcIjl1zvEDawYXt7G/Pz86J3SHNzs6QSRa1LrSKRCGU8iMIYPeMRDofh8/ng9XoV27EG9G0uVzpoDYVC8Pl8aGtrw5UrV049ZPTyDtG6uZyd10wjyWeeeQbnzp1TfC2jZzzYmFOPx6PabnElCCM9oOAxP1JLiSwWiygygLd3gIPBIFZXV7O+7vV6dRtTqjSU8ZBGtQuPTHLHV2cObJifn0cqlRJF+VneIVoLj1gsRlOtiMIYVXgIgoC1tTUEAoGyJhCVsraaKLmuIAhYX1/H4uIiRkZG0Nvbm/cc1UKpFQuC0+k0JicnEYlEJBlJlrOW2pS6zvHxMd566y1wHId0Og2Px4PW1lZxkpCS9xEJD0JtcneADw8PEQwGsbKygpmZGUXr4fWEMh7SqCXhkUsx7xCr1ZrlHVJfX08GghpR9cJD6VIrozWXp9NpTE9PIxwO4+7du/B6vaqsrZdzuRLrZo4TLnaOLBYLBEHQtHlRD+FxcnKC733ve2hoaMCDBw9QX1+v2lpGFR6PHz+G3+/HwMAAenp6kEgkEAwGs2rnmQgpd5IQBUmEHJR4/pjNZni9Xni9Xly4cEG8vjPr4ZkIYYFXpUDN5dKoZeGRSW6JIs/zYpP6+vo6Zmdn4XQ6kUwmEYvF4Ha7VT9vgiAgGo1SjwdRGD0zHqxkJfNBEolE4PP5UF9fL9tRWg6V3ONxcnKCiYkJmM1mSeOE2bnVcrqF1sKD4zgEAgH09PRgZGRE1QesEXs8BEHAysoKlpeXcf36dbS3tyOZTMJut8Nut4u18yxNzyYJMZfpUn0VKONBSEWNwLqhoQFdXV3o6uoCz/M4OjoSRQgLvJgI0dK0rRSo1EoaPM/XxLABuZjN5rzeIfPz81heXsbS0lKWd4jS2W8GZTyqGKV2XfUUHrkGhqwZuK+vD8PDw6o+hPUoPwLKP9/BYBA+nw8dHR24fPmypHOkh/DQKivASvIikQi6u7tx+fJl1dfUMuMBFA/YeJ7H9PQ0gsEg7t27B7fbnffatlgs4vQUlqYPBoPY398XfRWYCPF4PEWvLerxOA2dj8KouaNvNpvh8Xjg8XgwNDQk9jkFg0FMTU1BEIQsoa2lqZoUqNRKGhzHVVQmSy8aGhrQ0dGBubk53L17FxzHIRQKic/7hoYGVSbHkXM5URSLxaJbqRULbFKpFJaXl7G5ualKM3A+Ki3jIQgCVldXsbS0hMuXL6Onp0fWmgA0H2+r9rjizHIz1oCnBVo3zhcSHolEImuamVQzzcw0fV9fn+irEAwGMTc3h3Q6nRWklWLSSRCZaC3K6uvr0dHRgY6ODgiCIE4H2tnZwcLCAux2uxh4SRHaakMZD2lQqZV02DvfarXCbrfD6XSiv79fzH4r7R2SSqWQTCap1IoojN6lVgDg8/nEwEmrFJ2ewkPuupk9L88++yw8Ho+sn2cPECP4aigFGx8MAKOjo5idndUssNFqp5/dH2etxZrIPR4Prl+/XlY2K9dXIRqNIhgMYm9vD4uLi2KQ1tLSItYKU8aDkIOePQwmkwkulwsulwuDg4NZ04FmZ2fBcVyWV0IpZYflUunGeFpBwkM67B2ce11lZr+B094hALKa1KVuPEUiEQCgjEe1otRL32q1IpFIKHBE8gmFQgCepgRv/n/23jvOlbO+Gj9qu9qmlbbd7Xf77t1yt+/dvRdjYxvfGBNKCMWvDcQBOy+2A4TYphjemACJfzivIYTQYucNxQkBEgjFuBewfd1WZbW996ayTb3M/P64foaRVl2jkbSa8/nwAa60zzPSjGae83zP95yeHl5vusmUWkUzr81mg1qthkwmi7nnhSTUnxTisb+/D41Gg5KSEsY+mM9FMN8ZJYE+187ODsbGxtDQ0ICGhgZOF3QikQj5+fnIz8/H6dOnmUWa0WjExMQEvF4vioqKhGZYAVEhla4Xf3cgQrR3d3cZ2SEhIfGaMESKVPp+UhkC8YgcZJMz3PcVKDvEbDZjc3OTqQ5Gkh1itVoBQOjxEBAayZBasWVDUqkU9fX1vO/0pIPUymAwYGxsDJWVlXE3TJ8U4rG+vo6pqSk0Nzfj9OnTzIOaz8+XzIoHTdNYXFzE4uIiurq6UF5envDj8F+kWSwWGI1GbG5uwul04tVXX2WqIanewCsguUjFhbU/0SayQ7PZzJgwKJVKRpaVm5ubkM8hLKgjg/A9RQ7SPxvN9crODmFXB9m/h8LCQoaYs7NDrFYrcnJyol7PPfroo3jwwQehVqvhdDrR2tqKW265BXfccUfc5/qhhx7CrbfeCgD4yEc+goceeiiu8YJBIB5RgO8FuMfjgV6vx8HBAQYHBzE2NpY0W1t/Ry2+5vV6vSF3t9iLy46ODlRWVnIyb7KTxOMBRVGYmZnB5uYment7mRJxouYLhWT0eAB/6Gkxm804d+4cFApFyL9LxOJIJBKhoKCA0QAfHR2htLTUp4GXPJCKi4uFJlABDNJFlucvOyRZCWxL6kQ05QoVj8ggSNIiBxcZHqGyQ5aWlvDP//zPkEgkuOaaa1BdXR0wxDAU7r//fnz2s58FADQ0NCA/Px86nQ4f//jH8dRTT+HnP/95zGs0g8GAT3/60zH9bbTICOLB1Q1KKpXyRjyOjo6g0WiQk5OD8+fPIysrK2l5GuTHyDfxIPMGe8iwiVkki8tIkc4VD5fLBZ1OB6fTiZGREeTm5iZ0vnBIRsXD6XRCrVYDAIaHhyPW3CZyMSMSiSASiXwaeA8PD2EymZjKFLEzLSkpSetwNwHxIx0X1v5ZCV6vF/v7+wwJsdvtTHK0/+5vtBCayyODUPGIHFyTtEDZIS6XC7/+9a/x7W9/GwsLC5BKpfjc5z6HixcvMuu8YLh06RI+97nPQSwW40c/+hFuvPFGAIBOp8PFixfxy1/+Eg8++CDuuuuumI73r/7qr7C/v48bbrgBv/nNb2IaI1JkBPHgCnxVPDY3NzExMYG6ujo0NTUxN+dkuWqRH6PX6+XVE5ztMOV/87RYLNBoNJDL5WF/sLHMm47E4+joCGq1GgqFAr29vUHPFZ99F3w3VR8eHmJiYgIqlQqdnZ0RP0gSvdDzH1skEjElemJnSsILtVotRCIRs0ArKiqCTCZL2LElE+m2uOYL6Ug8/CGRSJhrGLjclEsCDJeXl31eV6lUUV3jgp1uZBCIR+RIdGq5WCzGddddh+uuuw4A8MMf/hBf+cpXsLGxgQ984AOwWCx4y1vegosXL+LixYs+az8A+PKXvwyapnHrrbcypAMAuru78eCDD+Kmm27C/fffj0984hNRPy+eeuopPPLII/jYxz6GsrKyhBMP4YqMAole+FMUhcnJSUxOTqK7uxvNzc0+F16yKh5kt5bvPg824WFjd3cXL7/8MsrKytDf38+5RCUdicfOzg5efvllVFZWoqenJyRB5FP+xGeAIHDZ9a2mpgZnz55NOYlBqO88KysLFRUV6OzsxJve9CZ0dXUhOzsbKysreOGFFzA6Oorl5WUcHR2ljQxHgAA2cnJyUF1djbNnz+KKK65Ae3s7ZDIZlpaWmGt8aWkJh4eHYa/xk0DM+IBAPCIH6fHgC6RJ/Qc/+AE2Nzfx4osv4oorrsAvfvELdHZ24sKFC8x7Dw8P8dRTTwG43Hvhj/e+971QKBQwmUx49tlnozoOh8PBEI6/+7u/i+9DRYiMqHikg9TK4XBAq9WCoiicP38+oEQmWRWPZDg9kXmBP9jc0TSN+fl5LC8vo7OzExUVFQmZN516PGiaxsLCApaWliJuoOaz4sEHySF9PgDQ2tqK2trahM4XC6JtWCThbo2NjXA6nUw1ZGVlxWenuKioSEgmPoE46QtrdnJ0U1MTc40Ti1KRSMT0PxUVFR3bXBIW1JFB+J4iR6IrHv6wWCyMla5YLEZ3dze6u7txzz33wGq1YmFhgXmvRqOBy+WCXC5HX1/fsbFkMhkGBwfx9NNP45VXXmGqKpHgy1/+Mubn5/H9738/6viBWCE8saJAoqRWJpMJOp0OpaWljOVpsPmTUfEgc/Nd8SCEx+v1wu12Y2xsDFarFcPDwwkN3YklPyTe+WI5r6TH5fDwMKrvhM/Pl2ipldfrZXJbADCyjlRErN9DdnY2KisrUVlZCYqicHBwAJPJhKWlJUxMTHCmmxeQOjjpxMMf/tf44eEhQ0ImJyeZ/qeioiIoFIqM+35ihUA8IgffjfhWqzWolW5eXh7Onj3L/P+5uTkAQG1tbdCNpoaGBjz99NPMeyPB1NQUHnjgAVxxxRX40Ic+FMXRxweBeEQBrisONE1jaWkJCwsLESVsJzvAMBlzSyQSWCwWqNVq5OXlYWRkJOF693SQWpHMkqysLIyMjEQlN+M7xyNRc5FgRJFIhJGRETz//PMxzcXHAoarOcRiMVQqFVQqFZqampgwK0JEZDKZj24+lashgmQsODJ5Yc2u+JH+J3KNEzc4kUiEg4MDFBUVxZTXlCkQiEfk4LviEYp4+INsrKlUqqDvIa+R94YDTdP4i7/4C1AUhW9961sR/Q1XSN2nEofg6gYukUg4s5V1u93Q6/U4OjrC0NAQCgsLI5o/WcQjWdUWmqYxNjaG+vr6Y81WiQLfnzVa4kEakGPNLOHb1SoRcx0cHECtVqO4uBgdHR28ByPGgkQcGzvMyuv1MtUQ4iJEMhWKi4sTlqkgIDEQztVlZGVl+bjBHR0dYWxsDPv7+3jppZeQm5vLXOOFhYXCQvsNJMMCP53Bd4+HzWaLOLXc4XAAQMgNRkLA7XZ7RGM+/PDD+P3vf4+77roLnZ2dEf0NV8gI4sEVyO5hvBcoscolO/iR7lZLJBK43e6Y540HfJMemqYxOzsLj8eDpqYmNDU18TZ3qlY8aJrG6uoqZmdnI6qQBUO6u1ptb29Dr9ejsbER9fX1zAItnoVaohd5fBFmoptvbm6GzWZjekMWFxeZTAVSDUm15nsBf0AqE+hkQiQSQaFQICsrC/X19VAqldjb24PJZMLExAS8Xi9UKhXTH5KTk5PsQ04ayD1eIB6RIZk9HuFALOFdLlfQ9zidTgCI6JonmR3V1dX4m7/5m4iOgUsIxCMKsF2WYpX7bGxsYHJyEvX19WhsbIxqQSKRSBjmyzf4JB4ki8LhcCA3NzeiahCX4HNhTuYLt9CgKAoTExMwGo0YGBgIWXINBz5drbici91I393djbKyMp/XE3nexM8+C/Err0AklcI7PAzq3DkgynsA34vJ3Nxc5ObmMpkKZIE2OzsLl8sFlUrlkzAtIHWQyVKrSEByPPwD26xWK0wmE3Z3dzE3N4ecnByGhCiVyowi2wLxiA7J6PGItCcxEhlVJHIsgnvuuQdmsxnf/e53IyY/XCIjiAdXN3DS7BxLnwdFUZiamsL29nbANOlIkOweDz4W44eHh9BoNCgoKMDIyAheffVV3iVeqSa1Ir0MADAyMhJxIF4wpGPFw+v1Qq/XY39/P2gjfTxhZF6vFzRNQyKR+D6oPR7IPvMZSH/1K4goClRREcRaLdxeL6grr4x4jmTLwCQSCUpKSlBSUsIk6ppMJhgMBmaBRqohSqVSWKykAATiERyBcjxEIhHy8/ORn5+P06dPw+PxYG9vD2azGTMzM3C5XIz0kJDtk/wdC8QjOvCdUxaN1Kq5uRkAsLq6Co/HE/A4ibMjeW8okPXEnXfeiTvvvNPnNYvFAgD493//d/z6178GcFllwCUygnhwiVgsde12O9MEe/78+ZjLv8nu8Uj03CQ4saGhAQ0NDT6uVnwilaRW+/v70Gg0Pr0MXMyXTjkeDocDarUaYrEYIyMjQZtJY1ncEx00AdlUEIlEEB8eIufWWyF9/nnA6wXy8yHa3wfm5yG5dAnUm94EpOEOKjtRt7a2llmgmUwmTE1Nwe12+1iZZrJcJVkQpFahEUlyuVQqRWlpKUpLSxmyTZrUFxYWGOlhUVFRyhsxxAJyXzvJ5IpLJKO5PFInyt7eXshkMuZZODQ05PO62+3Ga6+9BgA4d+5cxMews7MT9DW73R5xv0i0OFm/NB4Q7QLcYDBgbGwM5eXlOHPmTFy7D8mueCRqboqiMDMzg42NDfT09KC0tJR5LRlN7alCPIgsr7m5GadPn+a0cpcuUivSRF5SUoKOjo6Qv59oPhdN0wzpoCgKWVlZPv+fmp1F7p/9GSTT0wBNAyIR4HJBBFwmGy7X5X+LEMmueISC/wKNyFV2dnYwOzub0OZdYVEUGILUKjSiTS5nk20iPdzf3/cxYjhpttSksTzdPwdfSGVXK4VCgWuvvRa//e1v8fDDDx8jHj/96U9xeHiI4uJiXHXVVWHH02q1QV+777778MUvfhEf+chH8NBDD0V0fNFCIB5RItLFP1uP3t7ejqqqKt7mTgQSRQCcTie0Wi3cbnfA4MRkBBfyXWVhByWSzzs7O4uNjY2YZXmhwLerVawL7q2tLYyPj6OpqQl1dXVhH6CRzsUmGACYhzOpsOHpp5H1sY9BtLHB/qPLZMPtBgoL4e7vBwXgpIkY/OUqbrf7WPMuqYYUFxcLVqYJgkA8QiOSikcosEM4gcu7uyTAcHl52ed1lUqVcAv3REBwtIoOqdxcDgD33nsvHnvsMTz00EO46qqrcOONNwIAdDodPvWpTwG43LvBNiv6+te/jq9//esYHh7Gj3/8Y24/QBzICOLB5Q08kiwPl8uFsbEx2Gw2nDt3DgqFgrO5T5LU6uDgABqNBkqlEv39/QFL3cmSWvHpHkYeDjRNw+12Q6vVwuFwYHh4OOIdkWiQ6j0e7IT6QE3k8czF7ucAjuufxd/7HmT33QccHBz/Y4oC8vPhvPlmuK69FnjjPiAWi5n/xHNsqQj/5l2LxQKTyYStrS3MzMwgLy+PWaApFAphocMByHUiEI/g4JqY5eTkoLq6GtXV1aAoCvv7+zCbzUxIp0KhYAh3QUFBWpwbgXhEBz6by4n0L5rn+4ULF/ClL30Jn//85/G//tf/wuc//3nk5+djfHwcFEXhhhtuwF//9V/7/M3+/j5WVlZQV1fH8SeIDxlBPADuHvzhejwODg6g1WqZ5mgud0pOktRqfX0dU1NTYXezM0VqBVxurNfr9cjPz8fIyEjCNMd893hEMxdpIj84OIg6oT7cXIR0BJQgUBSkn/40JA89dLmyEQhFRXDfdx/oW25BFmuskNWTEwSRSISCggIUFBSgrq4Obreb2SUmwW7sakg0oZYCjiMdFrfJQrRSq2ggFosZW+qmpiY4HA6mN2RtbQ0ikcinBypVr3OBeEQHvnM8ounxILj33nvR3d2Nr33taxgdHcX29ja6urpwyy234M4770wb17aMIR5cIdTinyym/fMF+Jg70eAqtT1ad69kSa2SQTxef/111NXVJTwokc+KRzTfJWmck0gkUaexA6GJB7vScYx0WCyQffjDED/1FFPF8BsYdFUVXN/5DvCWtzDyKnKTpyiKISHsZnVCPggRSceKRyjIZLJjwW5GoxHr6+uYnp5Gfn6+TzXE/5o+ad8HVxC+l/CIV2oVDeRyOSorK1FZWQmKonB4eMiQkMnJSRQUFDDXeUFBQcos9vm2h013pHKPBxtvf/vb8fa3vz2i995333247777oho/lr+JFgLxiBKBFuBerxeTk5MwGAzo6+uL2Js5lrnTWWrlcDig1WpBURRGRkYiyg5Ixmfmk3jQNM3Y4LW2tqK2tjbhc6ZixYO4d5WWlqK9vT2mh3egufybyI+RjuVlZN14I0Tj45elVMcHBd3eDte//zsQJMSSLbMi5IMQEXLtEtJzUnchSbCbQqFAQ0MDXC4XE164vr7us0tcXFyclpp5viBIrUKD/KaT8f2IxWIolUoolUo0NjbC5XIx1ZCxsTGm6keu9WT2QJ3Ue02ikAzikYwMjVRAxhAPrnYc/RfCNpsNWq2WscqNN2Mh3NxkYcP3TTfexfje3h60Wm3UtrAn2U7X4/FAr9fj8PAQADhvIg+GVOvxIDbK8bp3+c8VrImcwYsvIvuWWwB2EzkbEgmoK6+E+4c/BJTKiI6BPOjZ1RCLxYLV1VUoFApfu943juckLg6ysrJQUVGBiooKn13i1dVVTE1NoaCgAFKpNKmLyFSH8J0ERrD+rGQgKyvrWNXPvweKkBCuHeHCgW/pULqDzwqRy+WCx+OJWmp1UpAxxIMrsHs8dnd3odfrUVFRgba2toT/yNnJ6Xx7jsdaeaBpGmtra5iZmUFLSwtqa2ujeqDy3ehN5kw02bHZbNBoNJDJZBgZGcHzzz/Pq/wpFSoepIl8ZWXlmI1yvHOFbSL//vch++xnIXqjifzYEWZnw/uBD8DzjW8AcfzWDg8PodVqUVFRgaamJh8yxL7GImlQT1f47xI7nU5GqmKz2fDiiy+mvYMQlxCkVqGRqhUhdtWvvr4ebrcbZrMZZrOZcYRTqVS85eMIFY/IQZ4XfH1fJKRPqHgIiAgSiQQOhwNzc3NYXl5GR0cHKisreZsbSB/iwZag9ff3o6ioiJd540WiKx4mk4lZjBLCmi4Wt7HMFehzsas9w8PDnNyAyecKKa2iaUg+9znIvvc9wOH4w9+CRT7y8+H59KfhfcOiMFZsbW1hcnISLS0tqKmp8XmN3Q9C/nemVEOys7NRWVkJt9uNw8NDVFdXw2QyMQ5CJy1PIVqk6sI6VZAuwXgymQynTp3CqVOnAubj5OTkMNUQpVLJ+W67QDwiB7mm+Kp4EOIRidz8JEIgHjHAYDBAKpVG7boTL0iTajL6PKKtAtjtdiakJh4JWjKayyUSSUIW5jRNY3V1FbOzs2hra/NZjPL5Ofmey/+7tNvt0Gg0MTeRBwMhOUGdq5xOSD/8YUgfffRyEnkglJTA+U//BLzjHTEfB8nwWVtbQ3d3d0AJXSBJFrsPJFOqISKRCCqVCiqVinEQIr0hS0tLkMlkPtWQk5YuHQgC8QiNVJJaRQr/fByPx4O9vT2YzWbMzMzA5XJBqVQy1ZDc3Ny4z79APCIHud/yRTyIlW6mnp+Tfxd/A1zcxIknslgsxvnz53l/CIpEoqQ1mEdja2s2m6HValFWVhZzozBBMohHIsgdRVGYnJzE7u4uBgYGoFKpfF7nu+KRrOrK/v4+1Go1J9dGIDidzsCkY2sLWe95D8RjY5fDAAOArq+H65FHgO7umOf3er2YmJjAwcEBBgcHI67kBGtQDxt2eMIgl8tRVVWFqqoqJk+BnS5NFmfFxcWcLM5SGSf5s8WDdKl4hIJUKkVpaSlKS0uZTAfSpL6wsICsrCyGhMRKuAXiETnI855PqVUmVnMJMoZ4xAN2n0JpaSmcTmfSdt6SSTzCzUvTNFZWVjA3N3dsRz+R83INrkmA0+mERqNh3LwCaXv5lD8lo8eDpmlsbW1x0kTuDzJ+YWEh5ubmsLa2hpKSEpSWlkKlUkE8Oorsm2+GaH096BjUwABcP/0pEGFYYSA4nU7odDoAwLlz52Ku5ISrhgSy603XBUaoa4Cdp9Dc3OyzOFtcXGQWZ6QaclKsQ4Uej9AgZgQnZdEmEomQl5eHvLw81NTUwOv1HiPcscgPBeIROUhjOV/XVKxWuicFAvEIA7KDaTKZ0N/fD5fLhaWlpaQdT7KIR7jFuNfrxfj4OMxmc8Ad/UTNmwhwGVpI0tlVKhU6OzuDLo5OcsUDAGZnZ7G2tsZJEzkb7MpAY2MjGhoaYDKZYDQaMTExgZKnnkLXd78L0Rua2mOQSOB5+9vh+bd/A+KQfFksFmg0GiiVSrS3t3O6CI7Erpe8L52qIdEusHNzc5Gbm4vq6mqfxdns7KyPVIVUQ9IVgtQqNE66C5pEImGuY+CyNJUEdS4vL/u8HsqMQSAekYNvBzCLxXLiK7ahkDHEI5YTbLVafZyH5HI5DAYDJ0F6sSIZ9rJAaMJDHJqkUinOnz/PqXd5Olc8iE1suHR2LueMBOQGy8cDnHym7e1tzprICYI1kZeVlaGsrAziv/1byL75TYiczsB/L5fDc/vt8H7pS3Edh9FohF6vR21tLRoaGhL6nQarhoQKLzyJiw/24otUQwjhnJ+fh1wuZ15PRONuIiEQj9BIZGp5KiInJwfV1dWorq5m5Idms5kxY1AoFEyTekFBAfPdCMQjcvCd4WGz2TLW0QrIIOIRLXZ2dqDX61FdXY2WlhbmB8y2000GUk1qZTQaodPpEmYpnI7J5TRNR73Dz3fFA0i8b7ndbodarQYADA0NcWofyd71P9bP4fFcbiL/1a+CNpG7cnMx9dGPwv3+96NkezvmULu1tTXMzs6ivb0dFRUVsX6cmBFNNeQkN6gTqUptbS3TuGsymTA9PQ232+0T6pZoG1MukEkL62jBZ2p5qoEtPyRmDER+uLa25hPU6Xa7E5ordpLAN/EgPR6ZCoF4+IGiKMzNzWF1dRVdXV0oLy/3eT2Z6eHJnJ/0BZCFHk3TWFpawsLCAtrb21FVVZWwedOJeLjdbuh0OtjtdoyMjER8c+G7xwNIrJZ8b2+PSSK3WCyc9kSRKkdA0mE0Iuvd74b4DcITCHR5OTzf/z7KOjpgNBqxtLSE8fFxFBYWoqSkBCUlJcjPzw+5+KMoCrOzs9je3kZ/fz+UEQYMJhLsagi5ftnVkEyx6/Vv3CU2pru7u5ibm0Nubi5TDeE71C0SnHQpUbzItIpHKMjlclRWVqKystInqHNtbQ1HR0fIysqCSCRiqiGpdq2nCvgMDwQyO7UcyCDiEcmNijSHOp1OjIyMBLwwJBJJUqVWyax4AH9Y9I2Pj2N/fx9DQ0MoLCxM6LzJkFrFkqhssVigVquRl5eH4eHhqHbQk1XxSAQ2NjaY/IqqqipsbGxwMhc5J2wHEp/zMzFx2blqbS3oGFR7O1w/+xnEp09DBUClUqG5uRkOhwNGoxEGg4FpXCYkpKioyOeh5PF4MDY2BofDgXPnzqXkDjpZYLCrIez/ZFI1xN/GlOwQk1A3skNcXFzMqUw0VgjN5aEhELPA8A/qHBsbg0Qigd1ux9jYGGia9qn8pcK1nirgu8eD2OlmKjKGeITD3t4etFotVCoV+vr6gu7QSqVSn51/vsFl43O08wLA0dERJiYmkJWVhfPnz3OWwRAMyap4ANHtguzu7mJsbAy1tbVobm6O+sGYrB4PLsGWmPX29qKkpMQnSTzesdlJ5MdcbX75S2R/7GMQ7e8HHkAkgveqq+D+z/8EAtzw5XI5o6P2er3Y29uD0WjEzMwMnE4nVCoVSktLkZ+fj+npaWRnZ2NwcDBtUrYDSbIyMbxQKpUyPUA0TcNiscBkMmFrawszMzPIy8tjSIhCoUjKdyAsrEND6F2IHIWFhaiurgZN0zg6OoLJZMLm5iZzrRMSkoqVPz6RDKmVUPHIYLBD3SKx+WSnhyeLeCSj4kK+k9dffx01NTU+fS+JRDKa6aMhHjRNY3FxEYuLi+js7IxZ55/uFQ+PxwOdTger1RqwiTwe4hEyiRyA5P77IfvqV4EgTeSQSOD50Ifg+cY3gAiuWYlEwlQ7iFTHaDRiY2MDR0dHkEqlKCoqwtHREZRKZdo9sIXwwssQiUQoKChAQUEB6urq4Ha7mWqIXq9ndogJEUn0Jov/sQkIDIGYRQY2QROJRFAoFFAoFKivr2eudbPZzFT+VCoVkx2SilXcRIJv4mG1WnkNn041ZAzxCHSj8ng8mJiYiMoClk08krHbmQzpEUliBoCmpibU19fzNjdJEefzYcMmHqHg8XgYydm5c+egUCjimpNP4sFlT4nNZoNarUZ2djZGRkZ8fhfxzhWyiZyiIL31Vkh/+tOgTeR0Tg7c990H6s47Y5qfSHWsVitsNhsaGxuRm5vLLE4pikJxcTFDVPhcnHKFUA3qmRReKJPJcOrUKZw6dcpnh3hjYwNTU1MoKCjwqYYk6n4kSK1CI5Oby6NBqMqQ/7VusVhgNpuxs7OD2dlZ5OTkMCQk3VzhYkEyejz8+4czCRlDPPxhsVig1WoZyVCkekeSHp6sPg++iYfb7YZer/fZ6eUTscie4kUkFQHi2CSVSjEyMhK3XpbP5nKAO6JDmsjLy8uDuprFmhsSson84ACyd74TktdeC/r3dFERnA89BFy8GPXczBhvmCgsLy+jq6uLcSgrLy8HTdM4PDyE0WjE2toaY21JwgvZ1pbpAsGu9zL8d4hdLhdTDdHpdD7uQbE6ogWDsKMfGkJzeWSIVJLGrvyRPih/Vzh2Rk5OTs6J+/6TYacr9HhkGLa3txnf/ebm5qgfnMl0tpJIJHAGk5RwDNIsnZubi5GREbz00ktJ67fg88ZAFlPBzrHZbGYW22fOnOFk4cV3LwsXRGd9fR1TU1NobW1FbW0tZ3OFbSKfnUX2u94F0cpK8DFqa+H87/8GzpyJeF5/UBSFyclJmM1mDA4OHiuNi0QiFBYWorCwEI2NjXA6nTAajTAajVhZWfGRbBUXF3Pq7MUXorXrJf87UqTLAiYrKwvl5eUoLy8HRVE4OjpiCKd/NYQLwpku30syIBCzyBBrL4y/K5zNZmNI98LCArKysphqiEqlSsv7mj+SIbUSejwyAGTXdXZ2Fuvr6zh79ixOnToV01jJJh58LFAJOTt9+jTTLJ2Mz83eeeUTxNnKH6urq5iZmQm72I5lPr6JR6zz0TSNmZkZbGxsoK+vj0nYDYZg32Wwscmilsh6fBYZTzyB7FtuCd5EDsA7MAD3L34BRCCdDAaXywWdTgeKonDu3LmIKlrZ2dmoqqpCVVUVE/RlMBgwPz8PvV4PlUrFEJF0TK0NVw3JlAZ1sVh8jHCaTCaYTCasrq5CIpEw1ZCioqKoqyHCwjo0hObyyMDF98TOyKmpqYHX68X+/j5DQux2O5RKJXO95+XlpeW16/V6eZXJCsQjQ+B2u/Haa6/B7XZHla8QCCdZakXTNObm5rCysnIsxyQZxIMsPPkmHv6flaIoTE1NYWdnB/39/ZxLzvgmHtGQATZIE7nNZsPw8HBEv6NIKx7s3fRAi1bJN74B2X33BW8iF4vh+ZM/gefhh4E4duGsVis0Gg0KCgrQ2dkZ004YO+irtbUVNpuNqYbMzc1BLpczkiyVSpWWCyn/aki0dr0npZchOzvbJ0vh4OAAJpMJy8vLmJychEKhYPqAIlmYnZTvJVEQiFlkSIQBjkQiYSp7wGXJsclkgtlsxvLyMiPHLi4uhkqlShvXP757PASpVYZAKpXi1KlTqKmpifsCS3bFI1Fzk/A7m80WMMckGQ5TyZqXTXacTie0Wi28Xi9GRkYS4vghEol4/YyxkDl2E3k0OSWRzBWyiZymIb39dkgfeSRoEzmysuD+1Kfg/cIXIv04AWEymTA2Nobq6mo0NTVxtsDJzc1FbW0tamtr4fV6YTKZYDQaMTExAY/Hg6KiIqYako5pw7HY9Z5EiMViqFQqqFQqJlmaVENWVlaYhVlJSUlQmYqwsA4Nobk8MvBRGcrJyWFsyEmV12w2Y2lpiel5I0QklXve+JRaEadEoeKRARCJRKivr+dkN0kqlZ444nF0dAS1Wo38/PxjzkTsuZOVIZKs9PKDgwNoNBoolUp0dXUl7OYUawWCr/lIX0tlZSVaW1uj1vGHmisk6bBaIXvXuyB56aXgf19QANc//iPo978/4mMKhPX1dczMzKCtrQ1VVVVxjRUKEonkWJaE0WjE5uYmpqenkZ+fz5CQwsLClH1YB0MgSVagagjbOeukLiTlcvkx+Z2/TIXsIBP5nUA8QkNoLo8MfP+u2FVeQrpJb8jq6irzOpEgppIDIN/xCBaLRbDTFRAdTprUamtrC+Pj46ivr0djY2PQm3qyKj3JCBGUSCRM82hjYyPq6+sT+rBLhtQq0vkibSIPNVcg4hG2iXx1FdlvextES0tBx6bLyuD86U+BgYGoj4t9HHNzc9jc3ERvby+vzm1sRxninkSqIRqNBiKRyMeuN12kC2wEqobs7+9je3sbVVVVGdUbQhZmzc3NjEzFZDJhcXGRadpNpQVZKkKoeESGZBN6uVzuI0E8PDyEyWTC2toaJicnjxkyJPNYk9FcLkitMgRcWZaeFKkVu9m+u7sbZWVlId+fDAJA5uXz+6ZpGi6XC6urq+jt7WUsVBOJVHS1omka09PT2NzcjKiJPJq52FIc8h4f0vG73yH7ppsgMpuDjkudOQPXr38NxOGH7vV6odfrYbVaMTg4mPSHQVZWFioqKlBRUcE8rA0GA5aXlzExMYHCwkKGhOTn56fdzq9YLIbRaMTY2BgaGhpQU1PjI83KlPBCwFemwm7a3djYgMvlglar9amGCLgMoeIRHmRTJ1XyN8RiMZRKJZRKJRobG5kNFrPZjLGxMSask1RE4rWnjxZ89ngQpzBBaiUgKpwEqRV5sLlcroib7ZNFuPiUWrndboyNjcHtdqOpqYkX0gGkXsWD9PvY7faIm8iDwb/Hg1Q5CBnxX1iKH3oIWZ/+NOBwBBsQ3quvhvtnPwPi2B12OBzQarWQSqUYGhpKuWoC+2Hd3NwMh8MBo9EIg8HA7JATElJUVJQyi4xQIHK2jo4OxriCLcnK1PBCdtOuSqXC/Pw8iouLYTKZMD8/D7lczryeCYFuoSBI0cKD/btJRbA3WNhhnZubm5iZmUFeXh5DQgoLCxP+OfiUWjkcDni9XkFqJSA6pHvFg/QtFBYWoq+vL2If7pMutbJYLNBoNMjJyUFhYSGvkge+AwRDzWez2TA6OoqcnJyomsiDgS21CtnPAUD6yU9C+v/+HxBMyiiRwH3rrfD+3/8b1zEdHh4yO8pcZbEkGnK53GeHfG9vD0ajETMzM3A6nVCpVCgtLUVJSUlCDBDiAU3TWFhYwNraGvr6+qAKYHUshBf+ARKJBDU1NYyFqX+gm0ql8gl0yyQIUqvwSHXiwYZ/WKfb7WZ6QyYmJuD1epnrvaioKCHXO59SK6vVCgBCxSNTwNUuCZ8hfoHmJrvFsXyejY0NTE5OxtS3cJKlVgaDATqdDjU1NWhpaYFarU6pCgTXCOY0ZTKZoNVqY2oiDzUXu58jIOlwOiH7kz+B5PnngWAELCcHrvvvB/XRj8Z1PLu7uxgfH0dDQwNOnz6dlrun7HBC4pJiNBqxs7ODmZkZ5ObmMq8rlcqkLkBIEOPe3h4GBwcjfuBGG16YDousSMG+JtnnuqWlBVarFWazGbu7u5ibm0NOTo5PNeQkfQ+BIEitwoNN0tMNMpkMp06dwqlTpxjzDbPZjJ2dHczOzjLXe1FREWfVPz6Jh8VigUgkyrgNAzYyinhwBalUyrBWvsHeDYzmh0JRFKanp7G1tYXe3l6UlJTENHcyCFcipVY0TWNpaQkLCwvo6OhAZWUlgNSTPiViPv+Kx9raGqanp9HW1oaamhrO5iJWwUFJx9YWsq+/HqK5uaBj0EolnD/6EfCWt8R8HDRNY2VlBYuLi+js7Azb05QuEIlEyM/PR35+Purq6pgdQ6PRCL1eD4qifBrU+azkEcmex+PB0NBQzNrtTAovDFX5ZJ/r2tpaeDweZnd4cnLSZ3e4uLg4La2Zw0GoeIRHsCykdAPbfOP06dPweDwBq39ElpWTkxM12SLVVL6IB+nvSEdSyBUE4hEDki21AqJj6CSHwuPxYGRkJOZGxZOW4+H1ejE+Po69vT0MDQ2hsLDQZ86TTjzIfBRFYWZmBpubm5yHI5JF1MHBAVQqFbKysnxvuK+8guw//dOQTeT06dNwPvooUFcX83EQ4m0wGNDf3+9zrk8a/HcMDw8PGYc24q1PwgsT6a3vcDigVquRk5ODnp6eiCWdkSDe8MJURjTVbKlUesya2WQyYXt7G7Ozs7xr5fmAQDzCI9mOVomCVCpFaWkpSktLmSZt4gy3sLDAOMMVFRUFzcnxB3kO8lnxSNeEd64gEI8YkEziQW4mkc6/v78PjUaDoqKimFOYCU5SjofdbodGo4FEIsHIyMixndiTTjyI/InsSDscjrhIaSAQaUxFRQXW1tawtrYGpVLJLHrz//u/kf3JTwZvIgfgHRyE+ze/AeJobmcbBpw7d+5E7gIHg0gkQmFhIQoLC9HY2Ain08kkqK+srPjIeIqLizkjB0dHR9BoNCgpKUFbW1tCF0GxhBem8qIsVhkte3eYXfkymUwYHx9nnIPIwoxv5yCuwHfKdDripBIPNkQiEfLy8pCXl8cEsxJnuPn5eTgcDiiVSuaaD7bYZ9u584FMt9IFMox4cNnjkawcD5FIFDHxIdKZ5uZmTrTsJ6W5fG9vDxqNBmVlZWhvbw94w0lFe1suIRaL4XA48PLLLyM3NxfDw8Oc7kiz9fhVVVWorq6G3W5nFr3Se+9F0S9/CQT7jsVieN77XngefhiI47q12WzQaDTIzc3FwMAAp58xHZGdnX0s0M5oNGJhYQF6vR4qlYohIiTQLloQu9z6+nrU1dXxurMXTJKViXa9/pUv4hy0sbHBBFUSSZZCoUibHVih4hEemUA8/MF2hgMu3/vNZjOTpC6TyRgSolKpGNOUZBCPWO+tJwWZ/RSOEcm00wXCEwDSzLm7uxtX/kK08yYKXEqtCBlrbW1FTU1N0B8/37IyvomOy+XC7u4uamtr0drayulNkG2Xy+7nyMnJQU1FBRo+8QlIHn88+AAyGdyf+xy899wT13Hs7e1Bp9OhoqICLS0tGX2jDwR2oF1LSwtsNhtDDOfn55Gdnc1Up1QqVUQPZrKobW9vR0VFBQ+fIjSCNagHypFJlWpIIuxi/Z2DXC4XUw3R6XQAwCzaUi1V2h9Cc3l48J3EnYrIzc1Fbm4uqqurmU0WQkKI5JT0hQRyWEwUrFZrRjtaAQLxiAnJlFqFm9/hcECj0YCmaYyMjHDqnJAsVysupFbs5vpI+hhOMvFYXV3F3t4eSktL0dbWxunYbK39sZu52Yyst74V4unpoH/vkcsx+slPwnHllShdXERJSUlMfQibm5tM2np1dXWsHyejkJubi9raWka2QBLUJyYm4PF4UFRUxFRD/OVqNE1jcXGRCd3kM/09UkRaDWHnhSRj8cZHTkVWVhbKy8tRXl7O9AGxU6XJooykSqfSQl+oeIRHJlY8QoG9ydLU1ASHw8EQ75WVFVAUhYmJCV6It8ViEYhHsg+AT3AptUpF4mE2m6HValFaWor29nbOdbDJrHi43e6Y/97lckGj0cDj8eD8+fMRkTGxWAyXyxXznNGCD+LBJl9kQc8V/HeQj5EOvR7Zb387REZj8DHKyuD59a/R1tQEk8nEJHZLpVKfPoRQ1zU7L6Knp4ezal+mQSKRHGtaNhqN2NzcxPT0NPLy8pjMkIKCAkxNTUVtl5tshLLrTWZ4Id8Beew+oIaGBjidTmZRtra2BpFI5FMNSXbQphAgGB4C8QgNuVyOyspKVFZWwmw2Y3JyEnK5nCHeBQUFPsSby++SSK0yGRlFPLhCMns8yPxsAkDTNFZXVzE7OxtWQhQPkuVqJZFI4AjRgBwKh4eHUKvVUCqV6O/vj1jjnwr2tlzC7XZDq9XC6XRiZGQEy8vLnH2+cEnkop//HNkf/WjIJnKqvR2uxx8HioqQDTAPBYqimKC82dnZkEF5xKXs6OgorRbAqQ520zKR6ZBqiEajYRz2Ghsb07ZhOdXCC5O5sM7OzmZSpSmKwsHBAcxmM1ZWVo5VQ5JhCypIrcJDIB6Rg6IoyGQyNDY2orGxkbm/mc1mjI2NMaYMpD8k3nscsdPNZAjEIwZIpVLmYZSMHzebAHi9XkxMTMBkMmFgYCBgIjBXSJarVawkYGtriwmKa2hoSOmwxGCBflzAarVidHQUeXl5TBM5V/OxKx2BdLKSL30JsgceAEIQVu/118P94x8DAUihWCxmFjmkD8FgMDBBeXl5eSgpKUFhYSEWFxchkUgwNDSU0hr1dEdWVhYqKiqgUqlwdHQEiUQCpVKJjY0NzM7OorCwkKlQpatffTLDC/k0mQgHsVgMlUoFlUqFxsZGOBwOxr6UuKKxqyF8mDcIUqvwEIhH5PCPJiD3t4qKCh9Ths3NTeaZE49FtSC1yjDiwaXUCkheAxdpbieWsGKxGCMjIwm3CU0XVyuapjE3N4fV1VV0d3fHFBTHN8lKFNExGo3QarVMIjv5DXBRvQqZRE5RkN10EyS//GXwASQSeP7yL+H5ylcimo9tn0jsQk0mE7a2trC8vAyRSIRTp07BbDajuLg46ZKQk4xgdrkOhwNGoxEGgwGLi4vIyspiSEhRUVFa2qCyqyHkN5rI8MJUlhLJ5fJjrmgmkwmLi4uYmJhgSGdxcXHCnHuEikd4CMQjcoTKRPM3ZWBbVE9MTPgEdhYVFUUk47ZarQndIE4HZBTx4ArkIvV4PElZ3IjFYhweHmJubg7l5eU4c+YMLzeZZBGPaOb1eDzQ6XSwWq0YHh6OeWchWVIrLhcdq6urmJmZwZkzZ441WMdr3xuyidxiQdY110A8Ph58gOxsuL7xDVA33xzzMchkMkgkEuzt7aGhoQFFRUUwGo1YWlrC+Pi4T2ZIptsXcgmTyYSxsTGcPn0a9fX1Pt+rXC5HdXU1qqur4fV6GZnczMwMI5Mj54RL4wu+QO6ziQ4vTIdrld2w29zcDLvdzlRDFhcXIZPJGBKiUqk4I52pTMxSBQLxiBzR5ML4W1RbLBaYzWbs7OxgdnYWOTk5DAlRKpUBx7Xb7RlveCIQjxgQTZYG16BpGna7Hbu7u+jo6OD1Ak7E4jjSeSMhAVarlUlKHhkZiYsUJoN4ANyEY1EUhampKezs7ASV38X6+cj5Z3uf+1wLc3PIvu46iHZ3gw9SWAjHL34BDA1FPT/7ONbW1jA/P4/29naUl5cDAFQqFbMIItawCwsLyM7OZvpCIrWGFXAcxC3szJkzqKysDPledjghSRk2GAzY3d3F7OwscnNzmdeVSmVanpNEhBemktQqGuTk5PiQTlINmZubg8PhYHaGiYVprM8QYVEdHkLIYuSIVbnC7n07ffo0PB4P9vb2YDKZMD09DbfbDZVKhfz8fNhsNnR0dEAsFjPJ5dHg0UcfxYMPPgi1Wg2n04nW1lbccsstuOOOO6I6do1Gg5///Od4/vnnMTExgYODA6hUKvT39+O2227Du9/97mi/hpiQUcSDy8VyMoiHx+PB+Pg4rFYrKioqeGfNbIkZn0FskciCDAYDdDrdMUlRPHMmg3jEu+hwuVzQ6XRwuVwh7ZRjqXiEayLHY49BfvPNgN0efIy6OjifegqII+OBoijMzMwwOTVKpfLYe3JyclBTU4Oamhp4vV6YzWYYDAbGGra4uJhZ9KZrQzSfYNvlxuIWFkgmZzabYTQaodfrQVGUzzlJxx4drsILT8KOfqAwN1INIRsB5PVgO8PBcBK+n0RDIGeRI5TUKhpIpVKUlpaitLSU2WgxmUx46aWXcPvtt6OkpAQXLlzAwsICrrrqqojHvf/++/HZz34WANDQ0ID8/HzodDp8/OMfx1NPPYWf//znEZ3rhYUF9PX1Mf+fBLwuLi7isccew2OPPYYPf/jD+Nd//deEXzsZRTy4BN/OVjabDWq1GjKZDJWVlUm58SaLeITqt6BpGsvLy5ifn0dHR0fYXdhIkYzmcgBxzWmxWKBWq5Gfn49z586FPEex9M2EbCJ/8EHIvvhFIMRvgrpwAa5f/QqIY6Hvdruh1+vhcDgwNDQUkVxHIpH4PBAsFgsMBgM2NjYwNTWFgoICRv6TapkFqQBSQSMGFlzYMPtLFg4PD2E0Gn3sLAkJSadUbTZites9iQtrEuZGNgLIzvDMzAxcLtexakgoCM3l4SEQj8jBFfFgg73RUltbi7e97W144okn8Pjjj2N+fh733HMPfvOb3+CP/uiP8Ed/9Efo7OwM+Ju/dOkSPve5z0EsFuNHP/oRbrzxRgCATqfDxYsX8ctf/hIPPvgg7rrrrrDHRNM0Kioq8MlPfhIf/OAHmYBXiqLwrW99Cx//+Mfx/e9/HwMDA7jzzjs5/T78kXHEI15tOwGfFQ+DwYCxsTFUVlaitbUVCwsLMdvLxgMuFsexINgime3oNTQ0hMLCwoTPmSiwFyixIFgTeTBE8zsI2UQOQHrLLZD+5CehJoPngx+E59vfjmi+YCBmCnK5HENDQzGRX3Z5nGQWkMyQlZWVqDJDMgEejwdjY2NwOp0YGhpKiIEFO0eisbHR55ysrq5CLBb7nBM+Nz24QjR2vclwDuQTgSR45HzPzc0xOnlSDfFfQAvN5eEhEI/IQVFUwu8pCoUCf/qnf4o//dM/xeTkJG677TaIRCI89thjuO+++6BSqRgSct1110GhUAAAvvzlL4Omadx6660M6QCA7u5uPPjgg7jppptw//334xOf+ERYaXl1dTXm5+ePZYiIxWLceeedmJiYwHe+8x38y7/8i0A8UhXEWSqRIPKGxcVFn938ZPWXJKu3JZDUyuFwQK1WQywW4/z585zLZZJR8Yhl0UHTNFZWVjA3N4f29nZUVVVF9HeRfr6QTeQOx+UkcrU6+ABSKdxf+Qq8cd7I9vf3odPpcOrUKbS0tHD2UM3Ozo4pMyQT4HA4oNFokJWVhcHBQd4W/P7nZH9/n+nV0ev1TIN6SUlJ2poGBKuGeDwe7O/vIycnBy6Xy+d9J3Eh6b8zTHTyRqMRU1NT8Hg8PtUQuVx+IitCXINvVUI6w+v18ibtpGkaVqsVLS0tuO6663DHHXfA4XDghRdeYEhIUVERrr76ahweHuKpp54CAHzkIx85NtZ73/tefOxjH4PJZMKzzz6L6667LuTc4TaNrrvuOnznO9/B7Oxs7B8wQghXZoxI9ALc4/FAr9fj4OAA586dYxgwH3OHQjJCBP2lVnt7e9BoNCgrK0N7e3tCHsh8E49Y5qQoCpOTk9jd3Y06wyUcyQnbRL62huyrr4ZoczP4JHl5cPz4x8DVV0d8XIGwvb2NyclJNDU1oba2Nq6xQiFQZojRaDyWGVJaWorCwsITvfixWCzQaDQoKirizTUvENjOSexzYjQaMT8/j+zsbOacpKtpAJuATE5OgqIo1NfXM7Irru16Uxn+Onmr1Qqj0Yjt7W3GkMDlcsFqtcaUoZApECoekSMRUqtQsFqtPm6bcrkc1157La699lr8wz/8A6NE0Gg0cLlckMvlPr0ZBDKZDIODg3j66afxyiuvhCUe4UBUNHxssGUc8eBSapWoHg/y0JfL5Th//vwxNp6sIL9kzc1ekK+vr2NqagotLS2ora1N2OIvWcQj0mvT5XJBq9XC7XaHbCKPZS7/JnJSjWHw/POQv+99gMUSdHy6vBzOJ54AGhujOi7/4yANzV1dXSgtLY15rGjB3ok9ffo0kxlCJG0AUFxcjNLS0hOXGWI2m6HT6VBbWxt18GaikZubi9raWtTW1gY0DSgqKmKqIYnONeISTqeTqS719vb6SLISYdebDhCJRMjPz0d+fr6PIcHk5CQWFxexsLDABLlxkSh9kiAQj8iRDOIRytWK3G/n5uYAALW1tUGrVw0NDXj66aeZ98aDn7whl75w4ULcY4VDxhEPrpAoqdXu7i7GxsZCavX5bmz3nztZUqvJyUlsbW2hr68valedWObkm3hEKrUiTeQFBQXo6+uLudchEPEI188h/s53kPWZzwBud9CxqbNn4Xr6acBPSxoNyPne39/nrKE5HshkMpSXl6O8vBw0TePg4OBEZoZsbW1hcnIyIrvcZCOQaYDRaMTW1hamp6eRl5fHyORSuUJFjEOUSuWxCm4i7HrTFcSQYGZmBr29vaBp+liiNHFGS1dDAq4gEI/Iwaf1MKniRZIvtre3BwAhlQzkNfLeWPHEE0/gF7/4BQDg7rvvjmusSCAQjxjB9QKcpmnMz89jeXkZnZ2djONAsLkzqeJBvmez2YyRkZFjzVGJQKpKrYhtcG1tLZqbm2N+uAaaK2wT+R13QPpv/xZyXM873wnPI48AcTz0STUHAIaGhlJuJ1MkEkGpVEKpVKKpqSlgZki6yX9omsbS0hJWVlZisstNNtimAfX19XC5XAErVKQakioVqsPDQ2g0GlRUVIT9PQdqUM/Eagi5P+Xl5TGJ0i6Xi0mUHhsbA03TTCWkqKgoLe2Z44FAPCIHnxUPm80GmqYj2kgj0qdQ1y55NtpDWNiHw+rqKm666SYAwO233443v/nNMY8VKTKOeHC1C8Il8XC73RgbG2PStsNdlJnU43F0dITR0VEAwMDAAG/yCSJF4vMGHop4sJvIubAN9q94hGwid7mQdf31kLz88uVjCXzwcN9zD7xf+EJcx2WxWKDVaqFQKNDR0ZEWrlLpnhlCURSmp6dhNBpTorrEBbKyslBRUYGKigqmQmUwGLC8vIyJiQkUFhYy5yQ/Pz8pu+Mmkwk6nQ4NDQ2oq6uL+u+DNaiT/qyTWg0J1FyelZXlU5E8PDyEyWTC2toaY5lNiEgmWGYLxCNyxBogGAusVisARFTxIGsdl8sV9D1OpxNA7H0ZZrMZ119/PYxGI6666io8+OCDMY0TLTKOeHAFiUTCiaXt0dERNBoN8vLyIk7bTibx4HPu7e1t6PV61NXVYWFhgfe0dIDfG3gw4kGaTg0GAwYHBwMG5sU6V9gm8p0dZL/5zRCvrzP/JIIf+cjOhvOhh0D/yZ/EdUxkt7KmpgaNjY1puThIt8wQPuxykw12haq5uRkOh4OpUC0uLiIrK4vp1ykqKuKF7G5vb2NiYoIzSRtX4YWpDnK/CnXsbHvmhoYGpvpFiIhIJPKphqRK9YtLCMQjcvBZ8bBarZBIJBFtQEUio4pEjhUMFosFb3vb2zA5OYn+/n788pe/5G1jTCAeMYKLHg/2wrqpqSniRchJr3iwZWdnz55FWVkZFhYW0ipXI9Y5/fsuXC4XNBoNvF4vhoeHOXOcIP0k7CCzY03kr74K+TveAdHR0fG/xxvkQ6WC47HHgM7OuI5nbW0Ns7OzadFbECn8M0NcLheMRmPKZIaQhmaZTIaBgYETuQALBLlcjurqalRXVzNhdkajETMzM4yFMiGHiXB4WV1dxfz8PLq7u1FSUsL5+EDs4YWpDrbhRaRgV78oimKqISsrK5icnIRCoWCISLKqX1xDIB6Rg88eD9JYHsm5aW5uBnD5fuHxeAL2ci4uLvq8N1I4nU68853vxCuvvIL29nY89thjvFa6M454pILUiqZpzM7OYm1tDWfPnsWpU6dimjsZfuaJ7vEgO7AWi8VHdsa3xCsZxMO/ufzo6AhqtRoKhQJdXV2c+rKLRCJ4vV64XC5IpdJjN0LxD36ArL/8S4hCmBjQjY1wPv88EMNuCzPGG78FYhoQy85NuiArKytlMkOIc55KpUqYJXU6IFCYncFgwO7uLmPfSl4PFGYXDWiaxsLCAtbX19HX18dJ5TISRBNemOqSLEI8Yj0+sVjMVL8aGxvhcDiY3pCVlRVIJBKfaki6ZmEIxCNy8Cm1slgsEcmsAKC3txcymYzJLBsaGvJ53e1247XXXgMAnDt3LuJj8Hg8eN/73odnnnkGDQ0NePLJJxO2ARIM6fmrSgHE6izlcrmg0+ngcDgwPDwc8UXoPzcpOSeDeCSKAFitVmg0GmRnZ2N4eNinqYrvpnbyAOZ7TjIfcTc7ffp0VNWwSEDTNLKzsyESifD73/8eRUVFjDwoOzsbkrvvRta3vhVyDM+VV8L9y18CcTyYSVaN3W7H0NAQL6YBqQJ2ZkhrayuTV+CfGUIcmbh8MKayXW4ywbZQZtu3Go1G6PV6UBTF9OtEa99KURSmpqZgNpsxODgY0k4z0QhVDQkkySL/OxXAJklcQC6X+2wGHBwcwGQyYWlpiekFIr/TvLy8tPmt8LmLn84gxJvPikekzzmFQoFrr70Wv/3tb/Hwww8fIx4//elPcXh4iOLiYlx11VURjUnTNP7sz/4Mv/zlL1FZWYmnnnoqKQoDgXjEiFgW4MTBpKCgACMjIzHvppAfCZ9MnSBRlQej0QidTofKykq0trYe34FPUZcprufzer1YWlrC/Px8WHezWEAWGVlZWbhw4QKzw7u5uYnp8XGc//KXUazRBP97AO6/+At442xC80/FzhSZTzAEywzR6XQAuMsMIXa5bW1tEafcZyqIfeupU6eYhmWj0Yi1tTVMTExAoVAw5DCUfavX64Ver4fNZsPg4GBK9dGEq4akWoN6vBWPUBCLxVCpVFCpVIxbnclkgtlsxtLSEmQyGUNCVCpVSldDhIpHZCBrGT5draIhsPfeey8ee+wxPPTQQ7jqqqtw4403AgB0Oh0+9alPAQDuuecen03ar3/96/j617+O4eFh/PjHP/YZ7xOf+AQeeeQRlJSU4KmnnkJ9fT1Hnyw6pO4vJ8URbY/H5uYmJiYm0NDQEPcuI5t48L1g47rywHZram9vD7oYSkZiOt/EQyQSYWNjg6kAFBYWcjY2qZD5O1eRgK56pRLZV1wB8dJS8DGkUri+9jVQf/7ncR3LwcEBtFotSktL0dbWJjwg/RBpZkhJSUnEDzGaprG8vIylpaWE9hacVLAblhsbG+F0OmEymWAwGLC6ugqxWOzTr0MWpW63m7HzTQeC7V8NSTW73lh6PGJFTk6OTy/Q/v4+TCYT5ufn4XA4mN9hUVFRymX3CMQjMpDnO1/EIxqpFXA5zO9LX/oSPv/5z+N//a//hc9//vPIz8/H+Pg4KIrCDTfcgL/+67/2+Zv9/X2srKwcc8q7dOkS/umf/gnA5Wv71ltvDTrvCy+8EPmHigEZRzz47vGgKAozMzPY2NhAT08PJ+nLZNcpGQ3mEomEsXCLF16vFxMTEzCZTGHdmpKdmJ5ouFwuHBwcQCKRYGRkhNNdUTbhAAI4V+n1kF+8CNHBQfDjk8sx9eCDyL3mGpQ4HDEf387ODkPAT58+nVIP61QEF5kh5B60u7uLgYEBKBSKJHySk4Xs7Gwfic7+/j5zTvR6PVQqFQoLC7Gzs4Pc3FycPXs27aQvqRheSFHUcRMMHsDu/QAu71wTp6yFhQVkZWUxpFOpVCb9XAvEIzJ4vV5er6dwqeWBcO+996K7uxtf+9rXMDo6iu3tbXR1deGWW27BnXfeGfG1xl63ra2tYW1tLarj4BIZRzy4QiQ9Hk6nE1qtFm63G+fPn+dUw54sZyuuFuNEagMgooX2SZZakawSiUSCmpoazkkHMSIAjksURP/1X8j+yEcgCpVEXl6Og8cfh0wiuSzJmp5Gfn4+0xcSiS0se8e9s7MTZWVl8X+4DES0mSH+fTSJblrPRIjFYhQVFaGoqAgtLS2w2WzY3NzEysoKs0ifm5tDSUkJVCpV0helsSBV7HqT0dcYCLm5ucjNzWV+h3t7ezCZTJiZmYHL5YJKpWKICt+/OXLNCcQjPIhcPZWJBwC8/e1vx9vf/vaI3nvffffhvvvuO/bvV1111THXzGRBIB4xIpzU6uDgABqNBkqlEv39/ZzrQZNFPLiYd39/HxqNBiUlJWhvb4/oQXxSpVa7u7vQ6XSor69nwoW4Qrgkcsl99yHrgQdCjuHt7YXrqaeQL5cjH2BSggPZwgbLQSCNtSaTSdhx5xDhMkPy8/PhdDqRnZ2NgYGBjEtvThbcbjfW19dx+vRp1NXVYW9vDwaDAZOTk3C73T7kMJX6PaJBssILScUjlRDIGY3I8Obm5pCTk8OQkHid0SIBu7ItIDT4zPAALhOPWAyFThoyjnhwKbUKlmy9vr6OqakpNDU1oa6uLiE3ynQlHuS7aW5ujkpqc9KkVqQCMD8/j66uLpSXlzO6Ta7GJwuBY6TD64Xs/e+H9Le/DTmG+/3vh+fhh4EAKcH+trAGg4HJQSAuWSUlJRCLxRgbG4PH4zmxAXWpAP/MkL29Peh0OojFYthsNrz88stJzQzJFBiNRoyNjaGpqQm1tbUAcIwcGo1GbG1tYXp6Gnl5ecxvpbCwMOUW1ZGAz2pIqu/ks53Ramtr4fF4mGrI1NQUPB6PTzUkEfdDgXhEDoF4JAcZRzy4ArlYPR4Ps5NIdna3t7fR19fH6EETNX+ypFaxzEt05pubm+jt7Y26ufUkSa0oisL4+DhMJpNPEzkX8wVrImdgsVxuIp+dDT6GWAzX3/4tqL/6q7DzsW1haZqG1WqFwWDA1tYWpqamIBaLIZfL0dHRwVsqaqZjb28PWq2WSYCnaTqpmSGZAuIY1tHRgfLy8mOvs8khqRwS9zLSgM6uhqR6I3owJDK8MFWkVpFCKpX6EE+r1QqTyYSdnR0mJ4bcP7myzRaIR+Tg23bYYrEIxh4QiEfMYDtLAZd7FrRaLSiKwvnz5xP+ME9mxSPaxTHJLnE6nRgZGYmp1+WkSK1IWjRN08d6W0QiUVwazLBN5EtLkL/pTRDt7wcfIzsbjv/4D+DixajnZ7tkFRYWQqvVMg3ParU6rCRLQPzY3t7GxMQEWltbUV1dDeDyeQmVGZKbm+uz6y4sWKLH8vIyFhcX0dPTE/GGEztRm+1etry8zGRIEBKSronaXIcXpqLUKlKw74/ENptUQyYmJuD1elFUVMT8VmPdqElWA346gu9IApvNJlQ8kIHEg6sfo0gkYhb/ZIexuLgYHR0dvCyo0kVqxU7f7u3tjSu7JN0rHqSJXKlUoqur69h1Eg+5CtdEjt/+FvKbboIohCMZpVTC+bvfAY2NMR0DwcbGBqanp32yIsJJsgQJVnwgttSLi4s4e/ZsSPc8/8wQ0qDOdWZIJoA0jm9ubsbVv+TvXuZwOBj3ssXFRWRlZTHnJZ1Je7Thhf73sVSXWkUDmUyGsrIylJWV+cjwNjc3mRBRQkIUCkXEn1twtIocfEutSI5HpiPjiAeXEIvF2NjYwOrqKlpaWlBbW8vbLkM6uFrt7OxgbGwM9fX1aGxsjOu7SZbUiqvvmHwXoXJcxGIx3CHcpYIhpLQKgOSBB5D1xS8CIaopVEsLnL//PRDHbgxN05ifn8f6+jp6e3tRVFTEvBZKkhWLS5aAP4CmaUxPT8dkl+sfkuefGVJYWMiQw3RKbuYDFEVhcnIS+/v7nKeRy+VynwwJIpUjpF2lUjHVw3SVysUSXpjOFY9Q8JfhkRBRk8kEvV4PmqZ9qiGhjCIE4hE5+CYe0eZ4nFRkJPGIV9ICgLlBrq2tob+/32eRxQdSueJB0zQWFhawtLTENE7zMS/X4KrnYmlpCQsLC2G/i1jmC+lcRVGQfvjDkP33f4ccw3PxItw/+xkQx8PK6/VifHwcR0dHGBoaCrkI8wkujMElS8Af4PV6MTY2xoldLheZIZkCr9fLyEcHBwcT2r8UyDXJYDBgd3eX6RMgr/PhmpQoRBJe6Ha7GQKSrp8zEviHiB4eHsJkMjHmLAUFBUw/kP9GzUn/briEUPFIDjKSeMQLu90OrVYLmqZx5swZ3kkHkLrEg+QGHB4eYnh4GAUFBZzMm449HiQg0Ww249y5c2F3oqOdj/1gPkY6XK7LTeTj4yHHcH3qU/B+6UsRzxkIpL9JIpFgaGgoatvWaFyyBEnWH0BygiQSSUJSsaPNDMkUuFwuaLVaiMViDAwM8CpHY7sm1dXVwePxMA3qer0eFEUxv5d4+gSSjUCSLKfTifX1deTm5iYlvDBZEIlEKCwsRGFhIRoaGhhTApPJBK1Wy/RwkYoI3w3T6Qy+SZrganUZAvGIEiaTCTqdjglAS9YPPFnJ5aHmtdlsUKvVyMrKwsjICKe5AbHKkOJBPH0lTqcTarUaADA8PBzRgjnSShxxriLn4RjpWFtD9pveBLHRGHwMqRTOf/kX0O97X9j5QuHo6AgajQZFRUVob2+P+yYuSLIig9VqhUajgUKhQGdnZ8IfnuEyQwoKCphqyEk+L3a7HRqNBnl5eejs7Ez6Ak8qlfpI5Q4PD2E0GrG2toaJiQkoFAqGHCoUirQ8L2KxGC6XC2NjY8jOzkZHRweAP0hM+QovTBWwTQkoimKqIaurq5iamkJOTg48Hg+Ojo7S1pSAL/BZ8SDPM642Y9MZGUk8YpFakebNubk5tLW1oaamBq+99lpSFv/A5QeOM0SjcKJA8kv8bQ3J7ktlZSVaW1s5v/Gnk9Tq8PAQarUaKpUqqsVJJPOFbSL//e8hf9e7IHI4go+Rnw/HU08BXV0RHVcwGAwG6PV61NfXJySvJpgky2g0ZrQka39/H1qtFlVVVWhqauJ9YeGfGeIvlSMk5aRlhlgsFqjVapSWlqKtrS3lFnTsnfHGxkY4nU4myG51dRVisdgny4XrUNtEweFwYHR0FAqFAh0dHT73PK7tetMNYrGYkUeSc760tITd3V2o1WpIJBJmI6eoqChtzjlf8Hq9vFYshYrHZQhXYQQg+nWz2YyBgQGoVCoAlxf/pOTLN5JV8WDbCEulUh9CdubMGcbCk2ukS47H9vY29Hp9yCbyWOcL10Qu/s53kH3XXaGbyKur4Xz5ZeCNazgW0DSN1dVVLCwsoKOjA6dOnYp5rGggSLIumxRMTEygubkZNTU1yT4cAMfPy/7+PpParNfrT0QjNHEurK2tjfp3nSxkZ2cfOy+kX4d9XkpKSpCbm5uSn8lqtUKtVqOkpCQg2eParjfdkZ2dDaVSCZvNhp6eHhwcHMBkMmFpaYmxaCZERDCLuLyO4fNZIfR4XIZAPMLAZrNBo9FAKpXi/PnzPprZZPVZJHNu/+a/iYkJGI1GH0KWqHmTUfGIVN5F0zQWFxcZO9NYFuOhiEfIJnIA0o99DLIf/CDk+N6REbgefxyIYweaoihMT0/DYDCgv7+fCT/kG5kmyWKTva6urpB2ucmEWCxGUVERioqKfDJDDAYD0widbpkhpLLX0tKSsI2VRIN9XlpaWmCz2Zjq4fz8PGMcUFJSApVKlRJVKmLFXllZGXFlL1q7XvK/TxLIM0IsFkOlUkGlUjFmEWazmSEiMpmMuYeqVKqMrIbw2Q9DUZRQ8XgDmXelIfIsD6PRCJ1Oh4qKCrS1tR27QWUy8bDZbJiamgKAY0F4iUAq53iQitje3l5ETeTBEEwCGLKJ3ONB1jXXQPL66yHHdv3Zn8H7z/8c03ERuN1ujI2NweVyxe2gxCVOuiSLpmnMzMxgZ2cnqWQvFkSSGZLKSd0bGxuYmZnhtbLHB3Jzc1FbW4va2lof44DJyUm43W6f85KM6uH+/j40Gg3q6upQX18f0xix2PWeBBISrGE6JycHVVVVqKqqgtfrZaohCwsLsNvtUCqVDBFJ1QoY1+AzQNBqtQKA0OOBDCUe4cC2QG1vb2dC0PwhkUiSJrVKFvEgN2dS/uYrMDFVpVYOhwMajQYikQgjIyNxucj4zxe2idxohPzcOYi2t4MPKhLB+eCDoG67LebjAi4TTa1Wi5ycHAwODqb07thJkmQRUmuxWFKK7MWCYJkh7KTuVMkMoWkay8vLWF5eRk9PT1KcC/lCIOMAo9HIVA/z8vJ8qlSJPi/EwIVrOWEkdr3s96UrCYnEqUkikTAVsObmZthsNqYawg6sJNWQdNusiRR8NpcT4iFIrQTicQzEDvbg4ABDQ0MhdxclEgnvTkvsufleiAOXdwApimKayE9yYGI44nFwcMA4OnFBwNjz+TeRkyZJBmo15NddB5HdHnQ8Wi6H41e/As6fj+u4SDNzRUUFWlpa0monLJ0lWcS2VSQSYXBwkFOXuGQjUFK3wWBIicwQdoVpYGAgo3Yo/YPsiHWr0WiEVqsFkNgq1e7uLsbHx3HmzBlUVFRwOjYb/iQEwImphsSyi5+bm4vc3FyfwEqTyYTZ2Vm4XK5j1ZCTAj6Jh81mg0wmS1uLay6RkcQj2OKCWFRmZWXh/PnzYR/0Uqk0qVIrPqstFEVhdnYWGxsbzM4ln4u0VKt4kCbyxsZG1NfXc/JdkPnCNpF///vIvvNOIFQjenExHC+/DFRWxnVMW1tbmJycREtLS8o0M8eKdJJkse1y+aoqJhNyufxYZojRaOQ9M4SiKIyPj+Pw8DDtK0xcgG3dGqxKRc5LvNatm5ubmJ6eRmdnJ2NXzwf8ez3SvRoSbzZFoMBKQj7n5+eRk5PDkJB0DqwE+O3xsFgsSa/kpgoykngEwu7uLsbGxlBdXY2WlpaIfkyZ0uPhcrmg0+ngcDgwPDwMtVqdlOpDKlQ82Kns3d3dnD4gyXwhm8g/9SnIvvvdkONQHR1wvvgiEMduJPmca2tr6O7uRklJScxjpSoCSbKMRmPSJVmkwlRZWYnm5uaMe1CxpT9tbW28ZYZ4PB7odDq43e6YgjBPOgJVqQhxZ8tzYiHua2trmJubQ3d3N4qLixP4KcIjWIM6kb6mejWEy1A8dmBlbW0tPB4PUw2ZmpqC2+1mgguLiorSjqjzWfEgxEOAQDx8FpKdnZ1RlXeT3ePBRwWABMTl5+djZGQEUqk0KdWHVGgu93q90Ov12N/f5zSVnQ2324319XWUlpb6LnYpClnXXw/JCy+E/HvPn/wJ3D/4ARDHYowkrh8cHGBwcDAjXDjYkqyWlpakSbKIXW5TUxNqa2sTMkc6IVhmiNFoZLIpCDmMJ6fA5XJBrVZDJpNhYGAgpXuYUgVyuRzV1dU+8hw2cY/ERpndS9PX1welUsnvhwiDYA3qqRxemMhdfKlU6tMPZLVaYTKZsLOzw7jWkftoOrjW8dlcTqx0M20jKRAy8u5KTrzb7YZer8fR0VFMC8mTLrXa2dnB2NgY6urqfOwMU7HfItFzOhwOqNVqiMXiuJvI/UF20nJzc1FXV4etrS3MzMxAoVBcvslnZ6P46qshXlsLOY7rvvvgvfvuuI7F6XQyjkPnzp3LyF3fZEmyVldXMT8/z7vUJJ0QKjPEbrejqKgo6swQu92O0dFRFBYWHguoExAZAslz/G2UyetEnkPTNObn57G5uZk2vTSh7HpTJbyQoiheHOLY98nTp0/D4/EwDeoTExPwer1MNaS4uDglexv4bi4XKh6XkZHEA/hDCm1ubi5GRkZiWmAlW2pFdl24vrGxMym6urpQXl5+bO5MkVoR20G1Wo3i4mJ0dnZy+n3793PU19ejoaEBTqcTRqMRh6+8AuVHPwpxqJR6qRT2H/8YuP76uI7FYrFAo9FAqVSivb39xPcVRIpES7Jomsbs7Cy2trbSzi43meAiM4RkRZw6dYpXs4yTDLY8hyxISY+AXq8HRVEoKiqCy+WC3W7HwMBAWi7IUjW8MBFrgkgglUpRVlaGsrIyxh3NZDIxG2l5eXkMCVEoFEkn+OQ88Sm1ygT1QCTISOJhNpvx8ssv4/Tp03FpqJNNPADubzLE1evw8DBoJkWypFakMsDX4kAsFsPlcuHVV19FU1MT6urqOJ2bvVvm/1DKzs5G9auvQv5nfwaEuMaogoLL/RyNjXEdC1kUpFMyczIQSJLFth4lkqySkhIoFIqw36O/Xe5JcozhG6EyQ2iaZnbciRuT2WyGTqdDXV0d579tAX+AVCo9ZqM8OTkJu93ONPOT8xLJbyZVkSrhhXw2TAcDWyJZV1fH/B5NJhP0ej1omvaphiSjss6uTvEBoeLxB2Qk8VAoFOjp6Yk7/VcqlSa1xwO4vHDhSo9MUtplMlnIKlCyKh4AfzdVmqaxubkJl8uFvr4+zqUv4ZLIJX/zN8j6h38IOYatogLPfu1rUOztoXRlBaWlpTEtXNfW1jA7O4v29vaEWlieNLClBnV1dUH7D4JJsohdLoATZ5ebbITLDMnNzYXNZkNDQ4NAOngERVFYWlqCWCzGFVdcAZqmYTKZYDAYmN8MISHFxcVp22uTzPDCZFU8QsH/93h0dASj0YiNjQ1mw4ZdDeHj90jWMILUin+k5686TshksrhJB5Dcige5WXE1v8lkYrIaAqW0+8+dLOLBhyaTNJHv7e0x5WMuEZJ00DRk7343pE8+GfoY3/IWiH75S4y8IckiOnciLyktLQ0b9kUskre3t9Hf359yjZ3phmgkWRRFMaYNnZ2dSd+hPMnwd2MiMtKCggIsLS1hc3MzaZkhmQSPxwOtVguaptHf38/0Ifj37JAsF71eD6VSyZybdE7T5jO8MBWJBxsikQgKhQIKhYIxjDCZTDCZTFhfX4dIJPKphiSqX8Xr9fLag2O1WgWp1RvISOLBFRLZZxHp/PESAJqmsbq6itnZWbS1tUWU1ZAMhyn2zlEiQZrIJRIJuru7oVarORs7bBK53Y7soSGIFxdDjuP6y7+E9/77AQA5OTlM/gHRUhsMBiZ4jjy0i4uLfRa3Ho8HY2NjcDgcOHfuXNrZIKY6QkmypqamAFyuvNbV1aX0IuEkgfSura6uYmBgAEqlMqmZIZkEl8vFVNO7u7sDEm12z05LSwvsdnvAUMmSkpK0TtMOJMkiJISLakiqEw9/sLNiKIpiqiGrq6uMfTb5TcabFcMG35I0oeLxBwjEIw6Qi9bj8SRFJhEv8aAoCpOTk9jd3cXATR5rZwAA+OBJREFUwABUKhUv88YC4hCSSOKxv78PjUaDkpISdHR0MBpkLsB+uAABkshXViA/dw6io6Pgg4jFcH7ve6BuvDHgy2wtNUVRODg4YCoher2e2XHPz8/H1NQUsrKyMDg4yIsDSiaDLcnKzc3F4eEh04BJnNJCSbIExA+apjE9PQ2DweBjEZ2szJBMAtnMycvLQ1dXV8SL4pycHNTW1qK2tpYhiAaDAZOTk3C73T4Ekc+cHS4RSJIVbzUk3YgHG2KxGIWFhSgsLERjYyOcTidTDVldXYVEImGc61QqVVzPLj6tdIHLUnYulDYnARlJPLh6eLD7LJKBeAiA0+mERqMBRVEYGRmJasdbIpHAGcplKUFIpMRrc3OTyU8gmm92kng81ww7gAoI0Mz2xBPIee97gRD9QrRcDsczzwDd3RHNKRaLoVKpoFKpfHIp1tbWYLFYIJPJUFZWBofDAalUKiyoeADbLvfUqVMAkFLBhScVpIHfarVicHAw6L0ukswQto1yuvYf8AliVaxSqXDmzJmYF3psgkgck9imDnl5eT4OZul6P+MivDCdiYc/srOzfaR4BwcHMJlMWFpawsTEBAoLC5nKcrQZGXxa6QKXXa0aGhp4my+VkbF3TpFIxCwE4xkj2c5WscxN7GGLiopi0pcnw9UKSIzEi3jJr6ysHDMcIDfveIhH2CbyBx5A1n33hR7j1Ck4RkeBCCtSgZCXlweLxQK73Y7GxkZkZ2czuRSk50nQuCcGNE1jbm4Om5ubx0LSuHbJEuALt9sNnU4HiqIwMDAQVWU6EZkhmQRiWX/q1Cm0tLRwdu2yCWJ9fT3cbjdDEIlZA7sakq4V3VjDC/neyecL7M20pqYmOBwOphqyvLwMqVTK3EtVKlXYjQG+iQcJEBSQwcSDK6Qb8Qi0s8/HvFyAa8LDtg4eHh4+1vjF3nmK5UYejnRIb74Zsp//POQY3v5+uJ59FojjBknTNJaWlrC8vIyuri6GXFVVVYGiKEbCwNa4k8Wu4LQUH0gK/OHhIQYHB0M+eAK5ZPk7/giSrMjhdDqhVqshl8vR29sb1/fFRWZIJuHg4AAajQY1NTUJt+eWyWRMj0AgB7PCwkKGhHDZI8A3Ig0vZP/3Sb4O5XI5qqqqmOfY/v4+TCYTFhYWYLfboVQqGSISyJggGRUPobn8MgTiESeSbakbKQGgaRozMzNYX1+P20o4Ga5WXM9rt9uh0WggkUiCWgezb/LRgJTF2cGAPjc9txvZ589DPDkZchz3Bz8Iz3e+E9Xc/iB9PGazGYODg8fSgdn2lW1tbTg6OmIWupOTkygsLGQWu8JuTXRwu92Mi8/Q0FDUJM6/6VKQZEUOq9UKtVoNlUqF9vZ2zhdg0WaGZBL29vag1WrR0NCA06dP8zq3v4OZw+FgqiGLi4vIyspiNlbSmbwHq4Zsbm7C4/Ew6xK+wwuTBfbGQHNzM+x2O1MNYZ93Ug0h6gm+ezwE4nEZGUs8uJBaAelR8SByA7vdjpGRkbgXkMlwteJy3v39fajVapSVlYVclMRCPPybyI+Rju1tyAcGINrbCz6ISATnAw+A+tjHIp43EFwuFyMzOXfuXFiHHrbNYWNjIxwOBwwGAwwGAxYWFiCXy32sek/ygyxe2O12qNVqzuxyBUlW5CC77ZWVlXEFxEaKcJkhhLyXlJRErUNPNxgMBuj1erS2tqKqqirZhwO5XI7q6mpUV1fD6/UycjlC3lUqFUMQ0zm8UywWY2NjAwsLC+jp6UFBQUHI8MKTfu/Oyck5dt5NJhNmZ2fhcrmgVCp5J52Cq9UfkLHEgyukOvEgOtu8vDwMDw9zsvuWzlIrIjVrbm7G6dOnQy4ConXSCttE/tJLkF9/PUShmshlMjh+8xvgwoWI5gwGq9UKjUaDgoKCmBe+crncx6qXvasLwMeqV2i0/QMODg6g1Wpx6tQptLa2cr7QjFSSRULY0nVXNxaYTCbodDo0NjbyvtsOBN9xJ+SdWMKexH6q7e1tTExM+JgnpBIkEglD3mmahs1mOyaXIyREqVSm1blZXV3FwsKCTw9ZMsILUxHs886uhqyvr8Nut+PSpUvM64kiJDRNw2q1HlMcZCqE1UKckEgkKSu12t3dxdjYGGpraznd+UtHqRVp8F1dXY1KahYp2QnbRP7tbyPr7ruBEFU2WqmE47XXgMrKiI4tGEwmE8bGxlBdXY2mpiZOzjsJUiQ2sMSqlwR9sWU/mdxoS3Z8+Vz4BpNkzc7OZpQkiyx829vbUVFRkezDAXB8x90/M4R9btI5M2R9fR2zs7Po7u5GSUlJsg8nLEQikY9cjmQgGY1G6PV6UBTFnJvi4uKUPjfLy8tYWlpCX18fCgsLj73OZ3hhqkMkEiE3Nxe5ublwuVxwOp0oLS2FyWTC9PQ03G43VCoVQ0S4fJYJAYJ/gEA84oRUKk25igcJylpcXERnZyfnD+F0k1qRsDyLxRKwiTwUIiEe7EpHwCby226D7JFHQo5BtbbC+fLLQJzN3Ovr65iZmUFbW1vCpA7sXd3m5mbYbDYYDAbs7OxgZmYmY2U/a2trmJubQ0dHR9J2fDNVkkWsilN54RsoM8RoNB7LDEm3c0MWvr29vRFnQaUa2BlINE3j8PAQRqMRa2trmJiYgEKhSMlzQwIx+/v7oVAowr4/0eGF6QSKonwcHUlVwmQyYXd3F3Nzc8jNzWVS1OOtggmuVn9AxhIPLrM8kkk83G63z795PB6Mj49jf38f586di+hmFMu86VLxIFp7mUyG4eHhqBt8w83J3j06RjooCllXXglJmPRzzw03wP2Tn0R1XP5gW7b29vaiqKgorvGiQW5uLk6fPs002hL5Agl8YmcfnETZD7Fk3tjYOGaXm0xkgiSL/d339/cH3PFNRfhbwqZjZghN01hYWMD6+nrEC990gEgkChhi539uyO8mGeeGbC6ura2hv78/JglPrHa9JwVer9dHes6+X5IqmNlshslkwuTkJLxeL0NCoq2Ceb1e2O12oeLxBlLvbpZmSLbUyuFwMP+fLLKlUilGRkYSVh5Ol4rH3t4eNBoNTp06FXN4VbCKR9gm8r09yHt7ITIYQo7v+vzn4f3sZ6M+Lja8Xi/0ej0TkJbMXRW2tSWR/RgMBkxPT8PlcjGOMqWlpSfCqpeiKIyPj0dkl5ts+EuySKMtW5JFFrvpIMmiKApTU1OMY1sqf/fhkG6ZIcQlcXd3FwMDAyd6QeUfYre/vw+j0cjITJVKJXNuAtm2cg1Ctjc3Nzn97kOFFwZ61qV7NcTr9Ya8z/nLiy0WC0wmE7a2tjAzM4O8vDyGhCgUipDfhcViAQChx+MNCMQjTiS74kHmNpvN0Gg0KC8vjyshNhIks8cjUuKxsbGByclJtLS0oLa2NuaHQaA5wzaRj41BftVVEIVKdxeL4fjxj0HfcENMx0XgcDig1WohlUoxNDSUUtadbNlPa2srLBYLDAYDIy1RKBQ+Vr2pIl+IFMQul6KomOxykwm2/SRbkrW9vZ0Wcjmv14uxsTE4HA4MDg6mBVGKFKmeGUIsuvf390MmwZ9E+P9u7HY7DAYDQ0SIeUBJSQlj28olaJrG7OwsdnZ2MDAwkDCyHa4aQp6JbAKSbiQkmhwPdoWyrq6OsdA2mUzQ6/WgadqnGuL/LLDZbABwogl6NMhY4sHVg1QqlcJut3MyVrQgBGB1dRUzMzNobW1FbW1twucllYd4Er1jQSSEh9yY19bW0NvbG7fe27/KEjKfA4D4kUeQfdttoY8xLw+OS5eAxsa4ju3w8BBarRbFxcUJJ5vxgn3jbmhogNPpZKx6FxcXkZ2dzZCQdHCUITkwubm56OrqSkuZEkG6SbII4QOAgYGBlCLbiUAqZYZQFAW9Xg+bzYbBwcGUbrrmAzk5OaitrUVtbS1jHmAwGDA5OQm32+2ToB4vOSZVJoPBgIGBAV7tfyMNL0ynakg8AYL+FtpHR0cwmUw+/VpLS0soLS3FFVdcAavViuzs7KhleY8++igefPBBqNVqOJ1OtLa24pZbbsEdd9wR0/d76dIl3H///XjppZdgsVhQX1+PG2+8EXfffTevmzcimoswizSE1+vlRCK1tLSEg4MD9PT0xH9QUYI4iQBAT08Pb7p+l8uFZ555Btdeey2v+tbp6WnQNI0zZ84EfN3j8UCn08FqtaKvr4+T3YVLly6hrq6OScUN6Vz113+NrDCBf1R1NZwaDRDnQ2N3dxfj4+NMSFeq7UhHA/YD22AwgKIoH6veVFtYHh4eMhK+RNjlphLYsh+DwZB0SZbD4YBarT4RhC9esDNDjEYjLBZLQjNDvF4vtFotPB4P+vr6Uu53mUog0hxybg4ODpCXl8f8bgoLC6M6NzRNM7LC/v7+lKoy+dv1kiVlqjeoj46OoqqqCuXl5ZyO63K5YDab8dWvfhU//vGPIRaL0d7ejrGxMSwvL0fsqHn//ffjs2/IsBsaGpCfn4/x8XFQFIV3vOMd+PnPfx7V9/rII4/gwx/+MLxeL6qqqlBWVobx8XG43W4MDg7iueee443MCsQjTqyursJgMKC/v5+Do4ocTqcTr776Kux2O6644gpeb0RerxdPPvkkrr76al7lJbOzs3C73ejo6Dj2ms1mg1qtRnZ2Nrq7uzk7rldffRVVVVWMLj5oE/nFi5C89FLIsbxXXAHXo48CcdyEaZrGysoKFhcXk+qelCgQRxmy0LVarVCpVEw1JNkPXGKXexIIX7Qg2Qfk3BwcHPAqybJYLNBoNCguLkZbW1tKLmaSCXZmiNls5lT243a7odFoIBaL0dPTk5LN7qkMYrphNBphMpkAwKcaEorE0TSNiYkJHBwcoL+/P6Vlhf7VEPbyMtUa1F999VXU19dHTARigcfjwfPPP4+HH34Yjz/+OCiKwuDgIN72trfhbW97G3p7ewN+H5cuXcKFCxcgEonwox/9CDfeeCMAQKfT4eLFi9jZ2cEDDzyAu+66K6LjWF5eRltbG5xOJ7761a/irrvugkgkwsrKCi5evIiZmRnccccd+OY3v8np5w+GjCUeFEUdc4SKBZubm1hbW8O5c+c4OKrIQJJ5c3Jy4HQ68eY3v5m3uYHLN8LHH38cV155Ja8LwYWFBVitVpw9e9bn30kTeXl5OecLktdeew2nTp1iLIlJGZmBzQZ5dzdEm5shx3Hdfju8DzwQ17FQFIXp6WkYDAb09PSkjYNPPCAaaoPBgL29PeTl5TEkhO/eA2JV3NHRwfkuWTqCLckymUwJlWTt7+9Dq9WiuroajY2NGUX4YgE7M8RoNMLtdsecGeJ0OqFWqyGXy3H27NmMrjJxAXalimyuFBYWMiQkPz+fub4pisLExASOjo7Q39+fVtI2Ir9K1WrIpUuX0NrayotS5PHHH8cXvvAFPPPMM3jsscfw6KOP4oknnoBcLsf111+Pd7/73XjnO9/JvP+GG27Ao48+ittuuw3f/e53fcb693//d9x0000oLi7G1tZWRJXHO+64A9/61rdw3XXX4fHHH/d57aWXXsKFCxcgk8mwtrbGy2amsG0RJ/huLifJ242NjVAqlRgbG+NtbgJys+C7wTxQo/f6+jqmpqYS0t9CcjkMBgPy8vKOl8fn5iAfHoaI5Sx2DCIRnP/yL6De2LGIFW63G2NjY3C73Th37lxK73pxCbaG2u12MwtdtVrtYzmayN4DYhu6traGvr6+tM0q4Bp8uWSRKlNTUxMvPWwnAezMELbsh2jQI61UEadEhUKBjo6OlNmtTmcES7c3Go1YWlqCVCplyPvW1hbsdnvakQ7gDw3qqRpeGE+PR7SwWq3Iy8tDRUUFbrnlFtxyyy1wu924dOkSHn30UTz33HMM8Tg8PMRTTz0FAPjIRz5ybKz3vve9+NjHPgaTyYRnn30W1113Xci5aZrGz3/+86DjnT9/Hm1tbZiensb//M//4LYwPapcQCAecYIv4sFumibJ2wcHB0l11OLbUpdNPEijHclOKC4u5nQu0kReW1uL9fV1aDQan4d5yYsvIuemm0ImkSMrC/ZnnwXi7P+x2WxMI/PAwEDGyhxkMhnKy8tRXl4edKFLzg9XD2my47i/v4+hoaG0tmxNJPzdfogkK16XrM3NTUxNTQlVpjgQa2aI1WqFWq1GSUkJ2trahCpTgsBOtycW5KSHj6IoqFQq7OzsoKSkhNeGcq6RauGFFEXxRjwsFsuxnlOZTIY3v/nNxxQrGo0GLpcLcrkcfX19x8aSyWQYHBzE008/jVdeeSUs8VhdXcXW1hYA4MKFCwHfc+HCBUxPT+OVV14RiEciwWWAYKJzPMhut9Vq9UneThUrX77nJE3kNpsNw8PDnC8G2RpVlUqFoqIin0wK1z33IOc//zP0GMXFcIyNAXGGye3t7UGn06GiogItLS3Cw/8NBLKDNRgMTEJ3QUEBQ0LY0oVo4Ha7odPp4PV6MTQ0lHY7jsmCSCRinJjicclaXl7G4uIienp6ON9YyGREkhlSUFCAjY0NVFVVoampSbjv8ASxWAylUomVlRXk5eXhzJkzPhssubm5jCQrHdz/giEVwgu9Xi9v3180qeVzc3MAgNra2qCbjA0NDXj66aeZ90YyHsmjCTYe+72JRsYSD64glUoTugAnDZU5OTkYGRnx0fMly9YWSE6Wh1gshtvtxssvv4zs7GwMDw9z7qwSLImcZFJU/PmfQ/JGGTQYvN3dcL3wQlxN5MAfdntbW1tRXV0d11gnGWw7WPaOrsFgwPLyMmQyGUNCVCpVRA8bYpebk5OD3t5eQdceB6KVZNE0jbm5OWxtbWFgYODEJGKnIgJlhqytrWFlZQU0TcPwRgBqsjJDMg3EOczr9aK/vx8ymQyFhYVMkjZJUNfr9aAoiqnyRpuknWrg266XzMG31CoS7O3tAUBISS95jbw3kvGUSmXQdWI043EBgXjECbILn4jFP/Fqr6mpCbjbTX40Xq+Xd/lNMqRWNpsNR0dHqKmp4byJnDS+ETJ1zLnK6UR2Xx/Ey8shx1m98krMf+ELKF1cjLkBmt1TIOz2Rg/2jq7X62UqVRMTE/B6vUx6ejA3GWKXW1ZWhtbWVmGxxSEikWTRNA23253QgDQBgeFwOLC5uYnW1laUl5cnNTMk0+DxeKDVakHTNPr6+o4906VS6bHsCIPBgLW1NUxMTEChUDDnJhVDPyNFsGoIW54FxCfJIs/5ZEqtgsHxRs9oKGdOQjIjyZDjejwuIBCPOCGRSJhFK1c/dJqmsbS0hIWFBXR0dAQtj7F/mHyDb6nV+vo6FhcXkZWVhfb2dk7H9k8iP+Zctb4OeV8fRFZryHGcX/0qlLfdhnpWA7REIkFJSQnKyspQVFQU9gbp9XoxMTGBw8NDDA4OCkmncYJ8/0SnTh7WKysrmJiYgFKp9Mk9MBqNGBsbQ319Perq6tL24Z0O8Jdk2e12aLVaOBwO0DSN119/PaWCC086SF/BmTNnGBc/9kKX2FyT304iM0MyDR6Ph7ErjqTCKhKJoFAooFAo0NjYGLRvh/x20rkvMFQ1JJAki/zvUCBrplSseBAjDpfLFfQ9TqcTACJyFeV6PC6QvldjnOCyxwO4fOPgIjvC6/VifHwce3t7GBoaCmmZSn5cXM0dDfiSWrGbyJubm7G2tsb5+KFCAfHMM8h517uAEJ+VlkjgePRR4E1vggzwaYAmu+1TU1NMki2R/fjvGDqdTmi1WojFYgwNDfF+Tk86/B/WDoeDseqdm5uDTCaDy+USSEcS4HK5MDY2xjROisXihLlkCTiOzc1NTE9Po7OzE2VlZcdeF4lEKCwsRGFhoY8Tk8FgwMLCArKyshgSEm9mSKbB7XZDrVZDJpOhu7s7pu8uUN+O0WjEwsIC9Ho9lEol89vJzc1N23tbuGpIpA3qpL+Dr+/BZrMxZD4cIpE9RSLH8h9vf38/6AZ5NONxgYwlHsDlizPeGBO23CleEF25RCLByMhIWM2mSCRKiuQJ4EdqRZp77XY7hoeH4XK5sBxG6hQNwiaR/9//i6z/839Cj5GfD4dOBwRw3CF9IcXFxWhtbYXFYsHu7i5WV1cxOTnJ7LaXlpYy2l6VSoX29nZB3sMD5HI5ampqUF1djbm5OaytraGoqAjr6+tYX1/3sepN5x3DVAexbM3Pz0dXVxdz7YeTZJHzk86yklTA6uoq5ufn0d3dHbGsk+3ExM4MIRssbJKYzr0HiYbL5fIJvuXivu8vZ7Tb7T4kkctgyWTDvxoSqV0vn43lwOWKR6TqhebmZgCXf5cejyfgs2dxcdHnvZGM53Q6sbm5iaqqqrjG4wLC0zROkMV/vMSDhOCVlZVFtfBMlrNVoue12WwYHR1FTk4O00ROSAIXCNZETiC7+WZI3/C+DjpGQwOcajUQgdaZbWnJ3m3f3d3F3NwcaJqGUqlEdXW1sIjiERRFYXJyEnt7ezh37hzTY0B22+fn56HX632seoXddu5wdHQEjUaD0tLSoJat/pIskgLNznMRJFnRg0h6V1ZW0N/fH3MgabDMEFJF4TPdPp3gcrkwOjqK3NxcH8LNNXJyclBTU4OamppjJNHlcvkES6bzvS0au163283rfSIa4tHb2wuZTAaHwwG1Wo2hoSGf191uN1577TUAiCi4ura2FuXl5dje3saLL76I973vfcfe8+KLL0Y8HhcQiAcHiNdSd21tDdPT02htbUVNTU1UN2Y+7HwDIVCYH1cwmUzQarWorKz0ae7lYs6wTeReL7IHByGemQk5jueP/gju//qvmI+D7BiSRW51dTXcbjej8y0tLUVZWVna70ilMtihjGy7XJFIBJVKBZVK5WPV659JUVpaioKCAmEhFSP29vag1Wpx+vRp1NfXR/w9ymQyXoILTzL8ncMKCgo4GTfWzJBMg9PpxOjoKPLz89HZ2cnb7nswkkhsyPPy8pjzcywwN40QSJLF/s/R0REkEglcLhcv4YXRNJcrFApce+21+O1vf4uHH374GPH46U9/isPDQxQXF+Oqq64KO55IJMK73/1ufPvb38bDDz98jHi89NJLmJ6ehkwmwzve8Y6IP1M8yMxf/RvgQmoFxG6pS1EUpqamsL29jf7+fhQVFUU9RjKlVomoeBAS1tbWhpqaGp/XSF9JrI387B0QIEATucEA+dmzEB0ehhzH9ZnPwPuFL0Q9PxsURWFmZga7u7vo7++H8o28j1B9ISUlJULfB0dwOBzQaDTIzs4OG8oYLJNiZWUFUqnUx6pXIImRgTQyt7S0xGUVHYlLliDJ8gVN05iamoLJZMLg4GBCQ+mC9R6wM0OI7Cedw/GigcPhwOjoKAoLC9HR0ZG0a9KfJJJKItn4A4Di4uIT4WLGJhbb29tYWlpilCV8hBfabLaojGLuvfdePPbYY3jooYdw1VVX4cYbbwQA6HQ6fOpTnwIA3HPPPT7rga9//ev4+te/juHhYfz4xz/2Ge/uu+/Gww8/jCeeeAIPPPAA7rrrLohEIqysrODP//zPAQAf/ehHeQtpFdFcrLzTFG63m5NF+4svvojm5uaATXnB4HK5oNFo4PF40NfXF7ObwKVLl1BfX897qu/U1BQA4MyZM5yMRxbim5ub6O3tDUjCnE4nnn32WVx33XVR3xTY/RwBbyqvvIKct741ZBM5xGI4fvxj0DfcENXc/nC73dDr9XA4HOjt7Q167smO1O7uLgwGAywWi09fSKY8qLkGkfcQp6tYHzBskmgwGASSGCHW19cxOzsbtJGZK7AlWSaTyWe3PVMlWRRFYXx8HBaLBX19fUmtCFmtVqYasre3x4Tjkd32k9jnZrfbMTo6yvTypSoRpmkaBwcHzPmxWCwoLCxkSEisoazJxu7uLvR6Pbq6uph7j394IXtJzFU1ZHBwEA888AD++I//OOK/+cpXvoLPf/7zAC4H/OXn5zNp9jfccAP+53/+x+cedt999+GLX/wirrzySjz33HPHxvvBD36AW265BRRFoaqqCmVlZRgfH4fb7UZ/fz+ef/553uzLM7riwRWilTsdHh5CrVZDqVSiv78/rnJzMns8QtmzRQPSRO5wODAyMhJ0Qc3Wb0ZzIwjbRP7QQ8j6xCdCjyGXw/Haa8AbCZ+xghgIyOVyDA0NhTz3wfpCiAtTbm4uysrKhN3cKGAymTA2Noa6urq4nasCmQcQX/3JyUnGbjTdnWS4ArunoLe3N+EOKoIkyxderxdjY2NwOp0YGBhIOjEmlUT/cLyTmhlC+hbJhkcq3w9EIhGUSiWUSqWPi5nRaMTS0hKkUqmPXW86kHiDwXCMdACJDy+kaRpWqzVqOeO9996L7u5ufO1rX8Po6Ci2t7fR1dWFW265BXfeeWfU3/mHPvQhNDU14e///u/x0ksvYXJyEg0NDbjxxhvx6U9/mtd7YEZXPDweDyeL9tdeew3l5eXHpEGBsLW1hfHxcTQ0NKChoSHum8/o6ChKS0tRW1sb1zjRYmFhAVarFWfPno1rHKvVCrVajdzcXHR3d4dciFMUhSeeeAJvectbInZKCUc6pP/7f0P2wx+GHqO8HA69HoizwrC/vw+dTodTp06hpaUlrl0Ut9vNSH6MRiPTF0K00+nwIOAbJAm+vb09YmvDWMG2GzWbzcjOzmbOj1KpPJG7uaFAbLF3dnbQ19fHWU9BrMdCJFkGgwEHBwcnXpLFDqfr6elJ6YU8OzPEf7e9tLQ0LTNDrFYrRkdHmXt/uh0/G+xKr9FohNPphEqlSmnJnMFgwNjYGDo7O3Hq1KmI/87frped9RWpJIumadTX1+O3v/3tsX6NTIVQ8eAAkfR4kGa+1dVVdHd3cyYxSGdXK6IlraqqQmtra9ibMXk9EnkcuUkEda6iKGRfcQXEb2hZg8E7MgLXk08CcT4otre3MTk5iaamJk5IokwmC5gXMj09LUh+/EDTNBYXF7G6uhpUxsc1/O1GCUnU6/WgKMpH8pPKi0AuQOQ9R0dHGBoa4i2kKhgicck6SZIsIuuNJyeCT4TKDCEhsumUGWKxWDA6OorKyko0NTWlNekAfCu9hMST8zM7O8tI5kpKSlJik8VoNEKv16OjoyMq0gFEH14Y7LPGUvE4yRCIBwcItwgn7jlWqxXDw8OcplEni3jE6zC1urqKmZkZnDlzJuLmUrK7EAnJC1QiZWCxQN7eDpHJFHIc11/8BbwPPhjRsYU6FrLo7erqQmlpaVzjBUI0eSGpuBuVSBADB7PZnLQkeIlEgrKyMpSVlTHaabKIGh8fh0qlYs5PshflXMPj8UCn08Hj8WBwcDAlSXA4SRb7/KSbJItYcubl5SXUsjWRCJUZ4nK5fBqgU+38HB0dYXR0FNXV1WhsbEx70uEPNon3l8yRTRZi11tcXMx7pguR1ra3t8fdBxtreKHb7YbT6UzKsydVIUitOFi0T0xMQCqVorW19dhrREqUk5OD7u5uznc3JycnIZFIAs6dSGxsbGBjYyPq0iFFUZiensbW1lZMu89PP/00BgcHoVAoAr5OdiTIZX3sQTs5CfnICERhenKc3/seqJtuiurY/OH1ejE5OYn9/X309PQkZceD3RdiNpszqi+ELHrdbjd6enpSblECwGe3cG9vD3l5ecwiN93Pj9PphEajQVZWFs6ePZuW1qnESjkdJVk2mw1qtRoqlQpnzpxJS9IRCmw7WIPBgMPDw5TKDCG9nLW1tWiIszcwHUHTNI6OjhhJ1uHhIRQKBUMSE31+TCYTdDodzpw5k3Bprb9dL3tZfXh4iIaGBuzt7THulZmO9HsScAiuLvpgUiuDwQCdToeampqE6TrTSWrldruh1WrhdDpDNpGHQqhKS7h+DvFPfoLsW24JOT4tlcLxu98B3d1RHxsbLpeL0VSzMyL4Bknnrqmp8ekLYQevncS+kGjscpOJ3Nxc1NbWora29kSdH7LoJZah6broTVdJFpH3lJeXp31PQTCkcmbIwcEB1Go16uvrUVdXx9u8qQSRSASFQgGFQoHGxsag56ekpARFRUWcbsqazWbodDq0tbUlnHQAocMLn3zySQBIyjotVZGaT+M0g7/DE03TWF5exvz8PDo6OlBZWcnb3HwhWqkVaa7Ly8vD8PBwzA+BYFIrdqUjYBP5PfdA9s//HHJsWqmEY3ISiDHBl8BisUCr1UKhUKCjoyNlFiSZ0hdC7HKLi4vTaqfX//wQyc/MzAycTqfP+UkWkY0Eh4eH0Gg0J27Rmy6SrIODA2g0GtTU1HBiYJIuSJXMkP39fWg0GjQ0NOD06dMJmyfdEOz8LCwsQK/XQ6lUMkQxHhdAs9kMrVaLtra2hK69goEtyXr++efxV3/1V/i7v/s7FBcX834sqYqMllp5vV5OUr+XlpZwcHCAnp4eeL1ejI+Pw2w2o6+vD4VxLmKjmZtPmEwmTExM4M1vfnPY9xKLxOrq6rgXIi+88AJaW1uZXomwTeQ0jay3vhWSS5dCjuttb4fr5ZeBOEkC0ZTW1NSkjaaXSBYMBgN2d3cZFxkiyUqnvhDy/Uebhp3KIHaMRPJDJAtkkZtKLj9kp7G+vh6nT59OmeNKNFJFkkW+f2HR6wu+MkP29vag0WjQ3NwckculgMuw2+0+ktPs7GyGJEZjIEC+/9bWVlRVVSX4qEPjhRdewHve8x587Wtfw0c+8pGMuRdGgoyueHB1IZAcD9LIJxaLcf78eV52JVNdahVLE3kosCstYZvI7XZkd3ZCvL0dckzP+94H9//7f3Ef29raGmZnZ3HmzJmk7LTECrZkoaGhIWBeSGlpKcrKypKumw4FYpebbt9/OIhEIuTn5yM/Px/19fVwOp0BXX5IenqyKjw7OzsYHx8/cd9/JEgFSRZxTUuFRVeqIdLMkOLi4pirvaSnQPj+o0dOTg4jCQ5kIEAa1EMZCJBKU0tLS9K//1deeQXvfe97cf/99wukIwAyuuJBURTcbnfc42xubmJpaQlOpxNlZWVob2/n7eEfa5N3vDg8PMRrr72Ga665JuDrxE1oZ2eH07Cwl19+GbW1taioqAjdRL6yAnlvL0ROZ8jxXPffD+9f/mVcx0TTNGZnZ7G1tYXu7u6EB6PxCY/HwyyiUjUvhB1Md/bs2YwqaZOHNCGKFEX5SLL4supdW1vD3Nxcwpzb0hVsSZbRaITD4UiIJGt7exsTExNR5xRkOrjKDDEajRgbG0uavOekgm0gYDQacXBwgLy8PJ9qlUgkYkhHU1NT0itNo6OjeMc73oG/+Zu/wSc+8QmBdASAQDw4IB4TExNYW1vDmTNnUFtby+uFtr29jaWlJYyMjPA2J3C5dP3iiy/iuuuuO/aay+WCTqeDy+VCX18fpxahJKyxsrISXq83YD+H6LHHIP/TPwVCXdpiMeyPPQZcuBDX8Xg8Huj1etjtdvT09KSVLClakEXU7u4uDAZDSvSFEJc0o9GI3t7ejPZKZy+iDAYDrFZrwq2UaZrGwsIC1tfX0dPTI7i2hEEiJFnr6+uYnZ3F2bNnUVJSkoCjzhz4B39GkhlCwuk6OjritmwVEBrEgIMQEQBQKBTY29tDY2Nj0hv5dTodbrjhBnzmM5/B3XffLZCOIMho4kHTdFyN2WTRs7m5CYlEgre85S0cHl1kIM2nb3rTm3id1+Fw4LnnnsPFixd9flwWiwVqtRr5+fkJsdAcHR2FSqVCdXV1QNIh+fKXkfX3fx9yDDo3F47xcSDOnUHinETsQk96EBwbqdAX4vF4MDY2BqfTid7e3pS0y00m2LppYqVMSAjZKYwHNE1jamoKRqMRfX19gk99lGBLskwmU0ySrOXlZSwtLaGnp+dEVVpTAWzJj9FoDJgZQuSFQqWJf9A0jY2NDUxPTyMrKwsul4upVpWUlCA/P5/Xhf/ExASuv/56fPKTn8S9994rkI4QEIhHjMSD2KW6XC40NjZieno6KcTDbDZDr9fjyiuv5HVel8uFZ555Bm9961uZB6TRaIRWq02YfTBFUZiZmcHq6iqUSiWzyCUVlax3vQuSN6zrgo5RVwenVgvESRIODg6g1WpRWlqKtra2tHFOShQC5YVwucgNNJ9Wq4VMJss40hcLiK6dSEoAMOcnlr4DYqJhtVrR19cnkL44Ea0ki11p6uvrC5prJIAbBMoMyc7OhsPhQEtLC+9KBwGX5d6jo6OMkQKpVhmNRpjNZkilUp/enUTKgqenp3H99dfjtttuw9/+7d8K10IYCMQjBuJB7CIVCgW6urpgt9vxyiuv4Nprr03AUYbGwcEBRkdHcfXVV/M6r9frxZNPPomrr74aMpkMq6urmJ2dRXt7O+eNXcS5ijSzO51OZpG7t7eH/OxsnL/lFmRvbYU+5uuug+vnP4/7eHZ2djAxMcHc8ISbjC/IInd3dzchfSEWiwUajQYqlYrXfqqTAoqimPR0g8EAh8MRUfMmAcnjoWkavb29AulLAIgky2g0Yn9/3ydYsqCgALOzs9jd3UV/fz/y8vKSfbgZB/K8KywshMViSWpmSCaCkI5gOSnELp4QRWJ3nQg75bm5OVx//fW4+eabcf/99wvPowiQ0cQDuLyIjQbb29vQ6/Wor69n7FJtNht+//vf47rrruN9EWqxWHDp0iW89a1v5XVemqbx+OOP44orrsDy8jLnTeTseUI1kbvX15Hf3Q2xwxFyHNenPw3v//k/cR8LkTZ0dnairKwsrvEyAeyd3N3dXbhcLuYBHUtfCLELJWnAAumLH4H6DoiLmb9cgcgL5XI5zp49mxLmAicd/pIsiqIgEonQ0tKCiooK4RzwjI2NDczMzKC7uxvFxcU+mRQGgwF2u52pViU6MyQTcXR0hNHRUdTV1UXc0xHMTrmkpARKpTJmsrC0tIQ/+qM/wnve8x48+OCDAumIEALxiJB40DSN+fl5LC8v4+zZsz56TqfTiWeffdZHdsQXbDYbfve73x3rteADjz/+OBQKBSiK4ryJHPiDXW6wJnL8/vfIuf76kE3kNIDd730PeR/4QFznhrh0mUwm9PT0CNKGGMDuCzEYDDg6OkJhYSGzyA33gN7a2sLk5CTa2tqSbpd4UkHShckiVyaTMUQxOzsbWq0WRUVFaRXMeFJAURR0Oh0sFguKi4uxt7eXMJcsAYFB3Nt6enpQVFQU8D02m80nkyJRmSGZCEI6SE5TLGDbKRuNRlAU5RMuGWkMwurqKi5evIgbbrgB3/zmN4XzGgUynni4XC6E+wpIE6vFYgnonMOWHfHt7BOo14IPWCwWvPDCCygqKkJfXx/npWVS6QgYCghA8o1vIOuznw09hkyGqf/6L2xkZ/skP5eWlkZ1nlwuF8bGxuDxeNDT0yM83DlCpH0hpNJESH8m2eUmExRFMVa9pFqVm5uLurq6qH9DAuKDx+OBTqeDx+NBX18fI28LJclK5cyddMTq6ioWFhbQ29sbsXsbe5FrMBhA0zTzHIonMyQTYbFY8PrrrzPVbi5A0zSOjo6Y3xAJZyUkJNhvaHNzExcvXsTVV1+N7373uwLpiBIC8QhDPKxWKzQaDbKzs9Hd3R3wRkFkR1deeSXnu/7h4PF48NRTT/FKegwGAxO81N/fH3TnJ1aQUMBgpEN2882QhunVoMvK4JicBHJyfJKfd3d3mZ32SByYrFYrtFot8vLy0NXVJcgaEoRgfSElJSXM7num2+UmCyaTCVqtFtXV1ZBKpTAYDIyLGTs9XUBi4Ha7odFoIJFI0N3dHXSTh0iyyH/4Ci7MBBCJbV9fHwoLC2Mag6vMkEyExWLB6Ogoqqur0djYmLB5SMXXaDQyTnNarRYKhQLveMc7UFxcjO3tbVx//fUYHh7Gv/7rvwq/qxggEI8QxIMkm1ZWVqK1tTUkq33yyScxPDzM+8KIT9JD0zRWVlYwNzeHjo4OzM/Po6Ojg7MdaP8mcpFI5Hsjpihk9/dDPDsbchzv0BBczzwDBLmJ+++0k13CsrIyFBQUMHOSfoLq6mo0NTUJDwWeQDTTOzs72NzcZELxysvLk5YXkqkg8rb29nZUVFQw/+6fdyCXy32qVcIOIDdwOp1Qq9XIycmJauODr+DCTMDi4iJWV1c5dw+LJTMkE2G1WvH666+jqqoKTU1NvM1LfkP/+I//iJ/85CfY2NhAe3s7tra2MDQ0hF/84heCsUaMyHji4Xa7QVGUz7+xF9iRujQ9++yzUZVgucQTTzyB8+fPJ9RHn6IoTE5OwmAwMJ/zxRdfRHNzMydN1v5N5MdIx8EB5K2tEB0dhRzH/dGPwvOP/xjxvCSQiOy0y2QylJaWQiQSYW1tDW1tbaiuro7pMwmIHU6nExqNBlKpFI2Njdjb2zvWFyLstCcWKysrWFhYYJpog8Hj8fikpwPw2WkXHH5ig91uh1qthkKhQEdHR1xkTpBkRQ+2ZXF/f39CNxW9Xi9zjwuWGZKJYJMOYuaTLLz88su48cYbAVx2E62qqsINN9yAG264AVdeeWXGnqNYIBAPP+Lh9XoxMTHBSDsiJRK/+93vON39jwZPP/00BgYGYi4Bh4PL5YJGo4HX60Vvby9TWbl06RLq6up8dkJjQdgmcrUaOVddBbxRCQkG57e/DepDH4r5OIimfX5+HkdHR5BIJEwlRFhA8YdQdrl854VkIoiRxsbGBnp7e6O6r9A07WPVa7PZfKx6+ZaipiusVivUajVKSkrQ1tbG6XUtSLLCg/wGNjc30d/fz2s4ZqDMEOI0F6rv4KTBarVidHQUFRUVSVcc7O3t4Y//+I9RXV2Nn/3sZ/B4PHjmmWfwm9/8Br/5zW9gMplwzTXX4H3vex9uvvnmpB1nukAgHiziQawiAUSdhMzl7n+0eO6553D27FnOey2Ayy4SZNetq6vLZ/H96quvoqqqKi6HoXBN5OJ/+zdk33FH6EEkEth//3uguzvm4wD+EIp2dHSEnp4eeL1e7O7uMhaJZAFFHH4EcI+9vT0mhDLcDhc7FM9gMHCeF5KJIO5tZrMZfX19cVeUbDYbc3729/eRn5/PLHIzZQEVLYhzD5GWJPI78reCZUuyMpUo0jSN2dlZ7OzspEROisvlYu5z7IR7Eox3EjfEbDYbXn/9dZSXl6O5uTmp94nDw0Omv+MXv/jFsWc/TdMYHx/Hb37zG7hcLvyfOG37MwEZTzw8Hg+8Xi/29/eh0WhQUlKC9vb2qBctL7/8Mmpra1FZWZmgIw2O3//+92hra0NpaSmn4+7u7mJsbAynT58O+AAcHR1FaWkpamtrYxo/XBO59PbbIfv+90OOQRcUwDEzA8RZ7SFJ2KSB07+PgN2cTpwvSHN6sh9MJwXb29uYmJhAa2tr1PK2QHkhxcXFKCsrE/pCIoTX68XY2BgcDkfUGy+RwD+PQiKR+ISuCUQRzHOorq4uZrvQeJDpkiyapjE9PQ2j0Yj+/v6Uy+BgE0Wj0QibzXbiMkNsNhtGR0dRVlaGlpaWpF5zFosF73rXu5Cbm4tf/epXGUnEEwGBeHg8WFlZwdTUFJqbm2NOon799ddx6tQp1NTUJOAoQ+Oll15CQ0MDysvLORmP2JfOz8+js7MzqJRKo9FAqVRG/YCMqIn8zW+G+I3qUzBQZ87A+eqrQJyNrEdHR9BoNCgqKoooCZudnG42m5GTk8NIsjLh4cw1SE/V4uIizp49i5KSkrjHC5YXIhDFwCDOSSKRCD09PQlvmiTJwuQcEaJIFlCZWFE0mUzQ6XRobm5OynPEH6EkWScxnZumaUxOTmJvbw/9/f1pscgMlhkSbzBesmC32/H666+nBOmwWq14z3veA5FIhEcffVR4bnCIjCceU1NTWFpaQnd3d1wLHqJJjzRJk0u88sorqKmp4aTaQlEUJiYmYDQaw1oHjo2NIS8vLyp7u7BN5DYb5C0tEO3thRzH8yd/AvcPfxjxvMFgMBiYJPq6urqob3T+ch/SF0Iezul24+cbFEVhZmYGu7u76O3tTUgwo9AXEhoOhwNqtRp5eXno7OzkvfIQSNOuUCh8iOJJP0c7OzsYHx8/5h6WKjjpkiyapjExMYGDgwP09/enZaNwoGC8dMoMIaSjtLQUra2tSf3N2+12vO9974PD4cBjjz0m2LhzjIwnHkQzGW+JMpZFOFcgOwSxSp4I2E3kfX19YW++ExMTkMlkaGlpiWh8dj+HSCQ6viifnUXO4CDg8YQcx/mVr4D65CcjmjPUsZBAqI6ODp8k+ljB3sXd3d2F1+tl5D7FxcWC9Z4fiLTHbrf7mBYkEkJfiC8sFgvTxHzmzJmUWOCTiiLx0s/OzmbOUTru4obD5uYmpqen0dXVxblcNlE4SZIsiqIwPj4Oi8WC/v7+E1FtS7fMEIfDgddffx3FxcWcmylEC6fTiRtvvBF7e3t44oknEmbak8nIeOLh9XrhCbPQjQSTk5OQSCRobW3l4KiiAxfVFtJEXlhYGLFf/NTUFADgzJkzYd8bton8v/8b2R/8YNhx7I89BlxxRdj3hQJFUZienobBYEBPT09CbiwkEZU0p1utVp/m9HTcUeMSTqfTp6cmGaSM3RdiMBjiSrdPR5B+ApIEnEoLEQKv1+tj1UtRlI8DU7qT+dXVVczPz6Onpych5iB8IJ0lWRRFQa/Xw2azob+//8T+5klmCCHzqZQZQkhHUVFR0jc/XC4XPvjBD2JjYwNPPfVU2v4mUx0C8eCIeMzMzMDr9aK9vZ2Do4oO8VZbdnd3odPpUF9fH5VX9uzsLNxuNzo6OkK+LxzpkHz2s8j6xjdCjyGXwzExAcTZx+J2uzE2NgaXy4Wenh7eJALE3Wd3dxcHBwcoKCjwaU5PxUVfomC1WqHRaFBYWBh3PgFXyLS+ECIxTJV+gkjA3sUlZD5dG2tpmsbS0hJWVlbiSsNONaSTJIuiKOh0OjidTvT19Z1Y0uGPVMoMcTgcGB0dhUqlSjrpcLvduOWWWzA/P49nnnkm7l5DAcEhEA+OiMf8/Dzsdju6uro4OKroEK3kiYDdRN7V1RV1c/rCwgKsVivOnj0bdPyQTeQAsq67DpIXXwx9nDU1cIyPA3HunNlsNmi1WiYFOFk7cS6XC0ajEbu7uzCZTEzqc1lZ2YnvOdjb24NOp+PFKjQekB3C3d3dE9cXsrm5iampKXR2dnIiMUwW7HY7Q0L29vaQl5fH7LSn8jmiaRpzc3PY2tpCX1/fidaPp6oky+v1QqfTwe12o6+vL+0rZ7GC3V9lNBpxcHDAW2aI0+nE66+/DqVSifb29qT+Xj0eD2699Vbo9Xo899xzSYlFyCRkPPGgKAputzvucZaWlrC/v4/e3l4Ojio6TE9Pg6bpiCRPBETXajKZYt5xC/WZSSggyUg5RjpcLsjPnIFoezvkHJ63vAXuX/866mPzx/7+PrRaLSoqKpLulsGG1+v1SU4XiUQntudgZ2cHExMTaGlpSas0+EB9ISUlJSgrK0urc0Q2GpaXl9Hd3X2iZARut5s5R6kcikfTNKampmAymVLSrjWRSBVJltfrhVarZXoZU1kKxjf4ygxxOp0YHR2FQqFAR0dHUp/HXq8Xt99+O1599VU899xzKWnucNIgEA+OiMfq6ip2d3cxMDDAwVFFh7m5OTidTnR2dkb0fqfTCY1GA5qm4/LrX11dhcFgQH9/v8+/+ztXHZPSrK8jp6sLcLlCju+6+25477svpmNjY2trC5OTk2hpaUlpWYl/FoXb7fbJokjXXTm2XW46NdAGQrr2hZBQtO3t7YS5h6UKAp2jVAj/ZDcxR2LecZKRLEmWx+PxsY0WSEdwJCozxOVy4fXXX08J0kFRFD7+8Y/jd7/7HZ599tmUXh+cJAjEgyPisbm5ibW1NZw7d46Do4oOi4uLODo6QncEyd0kFVepVEbcRB4MGxsb2NjYwNDQEPNv4fo5RE8/Dfk73hF2bMd//ifot7895mMjx7KwsIC1tTV0dXWllWaTlMBJc7rFYmFu+qWlpSmllQ4FmqYxMzODnZ2dhDXyJws0TcNqtTLnKFX7QohF9sHBAfr6+jJql52cI1IJIf1V5Bzl5+fzsvAhDm6Z1k8QKaxWK0NCEiXJIlk1EokEPT09KVMFSxdwkRlCSEdBQQE6OzuTTjruuusuPP7443j22WeTEoWQqch44kHTNFxhdt4jwc7ODhYWFnD+/HkOjio6rKysMJKpUNjZ2cHY2FjUTeTBsL29jaWlJYyMjACIoIn87/4OWV/5SsgxaYkEDo0GiNOW2Ov1Mout3t5e5OfnxzVesuGvZ8/Pz2ea0/laPEULr9fLOMbwZZebTKRiX4jH42HMFHp7e0+EVWg8IP1VREoik8mYc6RSqRJidEB22QHwEs6Y7kiEJMvtdkOtVkMmk6G7u1sgHXEilswQl8uF0dFRJi8omaYiFEXhs5/9LH7xi1/gueeeS0oMQiZDIB4cEQ+j0YjJyUm8+c1v5uCoosP6+jq2trYwODgY8HXioLKwsBBTE3kw7O7uYm5uDufPn/fp6QhEOmTveQ+kjz0Wcjy6uBiO2VkgTgmC0+mETqcDcPlBf9J2F91uN0NCjEYjk3NAmtNTwSWKZMKIxeKMXGyx+0JI7w7fPQfkHEilUnR3dwuyEj+w3X0MBgM8Hg9zjriSNrpcLqjVamRlZQkL3hjAhSSLnAO5XI6zZ8+mxP3xJCGSzBC3243R0VHk5uaiq6sr6aTjvvvuw7//+7/j2WefTUoEQqZDIB4cEQ/iif+Wt7yFg6OKDltbW1hZWcHw8PCx18jOv9lsRl9fH6fabpPJhImJCVy4cCF4E7nHA/nZsxCtrIQcy9vXB9fvfx/3MVksFmg0GsYp46Q/6EnOAZH7AGB2cJPVVEvscomG96Sfg3BIRl+I3W6HWq1mJA3CYis0SO4OOUdk8RSPbI4kwufn5wvngCNEK8kiu+ypsODNFPhnhshkMlAUhdzcXPT29iZ1E4qmafzd3/0dHnroITz77LNJiT8QIBAPAJd3yOPF0dERXnnlFVx77bUcHFF0IJWHCxcu+Py70+mEWq0GgLiayINhb28PGo0GFy5cgFgsPn5TNxqR09YG2O0hx3F/5CPwhMnxiARGoxF6vT6lA9ESCZqmcXBwgN3dXezu7jILXNKczkflh7iHpbpdbrLA7jnY3d1NSF8ICQM9deoUWltbhXMQAxwOB0NCiGyO7OAqlcqw36nNZoNarYZKpUq6VehJRSgns6KiIni9XoyOjqKgoCBl8oIyDSQckCwzk5kZQtM0/uEf/gH/9E//hGeeeSZoDICAxEMgHuCGeNhsNvzud7/DxYsXeX/IkMoDW+Z1eHjIPPg6Ozs533WmaRp2ux2vvfYaXC4XYy9aUlJyWdLxyivIueYaIMzl5fzOd0BFkFgeDmtra5idnUV7e7tgh4fAC1ylUslIshLRb0HsctMplC7ZILuDZIErl8uZ3p1Y+kL29vag1Wpx+vRp1NfXCwteDuAvmwPgI5vzl7BZLBaMjo6ivLw8pay7TzL8JVl2ux0ikQj5+fk4e/bsie8vS0WQvhoiMxSJRMeMHvLz85nfUiIzQ2iaxje+8Q088MADePLJJ485cQrgFwLxwGUWHu/X4HK58Mwzz+Ctb30r79ISf5nX9vY29Ho9GhoaErLz72+Xy3ZfslqtaH/mGTT+4z+GHkQkgv3SJSDOwEWKohib0J6eHiiVyrjGO6nw38HNy8tjFrgFBQVxXyMrKytYWFhAZ2enEL4UI+LtC9nd3cX4+Hja5aSkE2ia9lng2mw2H6teYlVeU1OTkVXXVADZEMvOzoZEIvGRZJWUlKR0uORJgcfj8WnmD1Rt4iszhKZpfPvb38aXv/xlPP7447w5j37+85/HV94w0/nSl76Ez3/+8wHfd+nSJdx///146aWXYLFYUF9fjxtvvBF33333ibXcFogHuCEeXq8XTz75JK6++mrem5mJzOuaa67B4uIiFhcXcfbs2YSkEpMG8mBN5OKbbkL2L34Rcgw6Px+OuTkgzn4Tj8cDvV4Pu92eEa5JXIG4xpAFLnH2KSsri9gWkYDkQ2xtbaG3t/dE2eUmE9H2hayvr2N2dlYgfjyDvYO7t7cHACguLkZTUxMnhF5AdLDZbBgdHUVJSQna2togEonCSrIE0wVuQUgHMbWIZCM2UZkhNE3j4Ycfxhe+8AU8+uijx+ToicLU1BR6enqY/uFgxOORRx7Bhz/8YXi9XlRVVaGsrAzj4+Nwu90YHBzEc889dyLtzwXiAW6IB03TePzxx3HllVfyvgAmMq+Kigrs7e1x3kQORJBETlHIHhiAeGYm5DiOujocvvQS8uMsq9rtdmi1WmRlZeHs2bMZ55rEFSiK8mlOpyjKpzk91EPZ6/UygWi9vb0n8gaZCgjVF1JSUoLd3V2srKygp6cHKpUq2YebkTAYDBgbG0N5eTm8Xi+MRiOkUqmPVW+mmywkGlarFaOjozh16lRQiVsgSRapWCUyuDBTQKyjJRJJXC5uXGSG0DSNH/7wh7j77rvxq1/9CldddVVMxxItaJrGlVdeCbVajXPnzuGZZ54JSDyWl5fR1tYGp9OJr371q7jrrrsgEomwsrKCixcvYmZmBnfccQe++c1v8nLcfEIgHri8A0wW1PHgySefxPDwMAoKCjg4qshxeHiIl156CYWFhejr6+Pcqz9sErnFAnljI0QWS+jjvHgRU/fdx+yyl5WVMbvs0ZCQg4MDaLValJWVobW1VWga5AjEFpGQEPZD2T/x2eVyQavVQiQSobu7+8RZFqcynE4nQ0JMJhNEIhHKy8tRXV0tyEiSgK2tLUxOTqKzs5OpMlMU5WPV63a7mYoVX0YPmQTSV1NZWRmVqUUwlyxBkhU9COkgFupcEe1YMkNomsZ//Md/4JOf/CT+53/+B9dccw0nxxIJHnroIdx66634//6//w+Tk5P4/ve/H5B43HHHHfjWt76F6667Do8//rjPay+99BIuXLgAmUyGtbW1hKhXkgmBeIA74vHss8+it7eX1z6Dg4MDqNVqOJ1OXHXVVZxrAkmlw+v1BpRWYWoKOUNDQJjvz/mVr4D65CcBBLeALSsrQ1FRUcgbFmlgbmxsRG1trfBgSCDYu+yHh4fMLntBQQGmpqYEu9wkgqIo6PV6HB0d4fTp0zg4OGAan5Ntp5xJIBK3s2fPoqSkJOB7aJqGxWJhSMjR0REUCoWPk5lwH4sdR0dHGB0djbuvRpBkxQ6v1wuNRgORSJTQVHiyOUbIosViQU5ODh599FG8853vxMDAAMRiMX72s5/h9ttvx09/+lNcf/31CTmWQDAYDGhra0N5eTm0Wi1uvfXWgMSDpmlUVVVha2sL//mf/4n3ve99x8Y6c+YMpqen8d3vfhe33XYbb5+BDwi/JA4hkUjg9Xp5m4/dRD43N8f5+OGSyMX/8R/I/uhHw45jf+IJgKWtlEgkzEOXNGvu7u5ienoabrc7YIgXCUFcXl5GV1cXSktLuf2wAo4hLy8PeXl5qKurY3bZNzc3MTc3B5lMhpycHFgsloS6kQg4Do/HA61WC6/Xi6GhIWRlZaGmpsanL2R2dpaXvJBMxvLyMpaWltDb2xtS4iYSiVBQUICCggI0NDT4OJktLi4yAaDEqleo4EYO4t5ILNTjgUwmQ3l5OcrLy0FRFA4ODmAwGDA3NydIskKAkA4ACSUdwOXfUmFhIQoLC9HY2AiHw4GJiQmMjo7i29/+NgoLC9HU1ITR0VH86Ec/4pV0AMBf/dVfwWw247//+79Dyr9XV1extbUFAEH7Ti5cuIDp6Wm88sorAvE4ieBq0cQX8aBpGgsLC1haWkJ3dzfKysowPz/P6dzhmsilH/84ZA8/HPo4s7LgmJkBQjS7ikQiqFQqqFQqtLS0MCFey8vLmJiYQFFREUpKSrC3t4eDgwMMDg7yLmUTAGRnZyMrKwsWiwXNzc3IycnB7u4u1Go1QyTLysqgUqmEhVMCQVyTsrKy0Nvb6/OQF4vFKCoqQlFREVpaWpiK1cbGBlOhIk5mXOSFZCrI/Xd9fR39/f1R99PJ5XJUV1ejuroaXq+X2WXX6/WgKMrHyUzoXQsOUu2vr69HXV0dp2OLxWKf5xKRZO3s7GBmZkaQZL0Br9cLrVYLmqbR19fHe4VVLpejv78fjz32GKxWK/7+7/8e3/jGN1BUVIQPf/jD+OEPf4gbbrgBN9xwA6qqqhJ6LE8//TQeeeQR3HzzzbjyyitDvpdsFGdnZ6OysjLgewiRTsSmcrIhEA8OIZFI4PF4EjqH1+uFXq/H/v6+Tz+JVCrlhHjQNM1UOgAEJB1ZV1wByRvBhEHHqaqCY2oKiOJGJBKJoFAooFAo0NjYCJvNhq2tLYZUKRQKmEwmSCQSoZGZZ6yurmJ+ft7HNenUqVM+WvaJiQl4vV6f0EJBnsAdSCidUqlEe3t7SIJHMgzy8/NRX1/PVKwMBgMWFhYgl8sZspjJC6doQdM0ZmZmsLu7i8HBwbgJnEQiYXrdSAAoqYSMj48zzj6lpaXCLjsLxEKeSG4TDVL9PX36tI8ki/Q0JMIGNtXh9Xqh0+lAUdSxTZBk4KWXXsL3vvc9/PCHP8QHPvABTExM4Ne//jV++MMf4vbbb8fZs2fx9re/HR/60IfQ1NTE6dwOhwP/+3//bxQWFuIf/uEfwr6fOOCF6m8lVVTy3pOEzPiF8ASuFv/B4HA4oFarIRaLMTIy4tPsy0W1JWwTucMBeXMzRGZzyHE8b34z3L/9bVzHQo5na2sLxcXFaG5uZvpC5ufnmR2nsrIywbYygWDb5fb19R3rXxKLxSguLkZxcTFaW1txdHSE3d1dLC0tYXx83Kc5/aR6kvOBw8NDaDSamEPpsrOzmV12dl6IVqsFIPSFRAKKojA5OYn9/X0MDg5yTgREIhGUSiWUSiWam5t9nH1mZ2eZe16iw9ZSHWazGVqtNmlBpcEkWfPz89Dr9RkhySKkw+PxoK+vL+lk67nnnsNNN92Eb33rW/jABz4AkUiEzs5OdHZ24jOf+QxMJhMee+wx/PrXv8bi4iLnxOPLX/4y5ufn8c1vfjOiRnCHwwEAIeWvZH1nt9u5OcgUgkA8kB5SK1JWLi4uRmdn5zFSIBaL45qbbZcbsIl8ZQU5XV1AmDlcd90F7xe/GPNxEJjNZuh0OlRXVzMuJbm5uczCyWg0Ynd3F6+//npcDlkCgoPY5R4dHWFoaChslYldsWpqaoLNZoPBYMD29jZmZmaEhtoYYTKZMDY2xpmkRCqV4tSpU0zF6uDgALu7u0JfSAiQSrPdbsfg4CDnzoGBkJubi9raWtTW1vrsspPNJ3KOwhlynCSYTCbodDq0trYmXDoTCTJRkkVRFMbGxlKGdLzwwgt4//vfj69//ev44Ac/GPA7Li4uxk033YSbbrqJ8/mnpqbwwAMPoK+vDx/72Mci+huyCUdyPgLB6XQCwIkkrwLx4BCJklptbW1hfHwcTU1NqKurC/jDiqfaEq6JXPTrX0P+/veHHcfxk5+AvuGGmI6BjfX1dczMzKCtrS3gw0UqlTI7TmyHLJ1OByByhywBweFyuaDT6UDTNNPAHC1yc3Nx+vRpnD59Gi6Xi5H6LC4uQi6XM/0GJ+WBnAhsb29jYmICZ86cCaoFjgeBFk7+fSHk95SpfSEejwc6nQ5erxcDAwNJ6bvw32UnJgIzMzNwOp1Bba9PEozG/5+9846Pqsrf/zPpvU8q6aRA+iSAggi69EAm7CqKii644gKWFVHsfYWF/bnuqqBrW/vXJYUiJUpHQJBMEtJ7gyRT0iaZTJ/7+wPv3UlImSTTc97/+DIzc+cMd+be85zz+TyPCFevXsWMGTMQFBRk6uEMi7WXZGk0GpSUlEChUJiF6Pjll19w9913Y+fOnXj44YdNch/ZvHkzVCoV9u7dq3N/I11G1dPTA4qihh03XWJljdlMxE4XN1az9CEYKioqYGtri7i4OD2M6oYgqKurQ1NTE9NEPhK//PILwsLCxj05GauJ3PbVV+EwVs2irS2kxcXAJF1FKIpCbW0t2trakJycDB8fn3G/nnbIEggEjHc+3W9AGjV1Y2BgAEVFRXBzc0NiYqLexRvdUCsQCCASicBisabk6u1Y0H01pnJx0+4L6erqYvpCaPelqSAWlUrloEA0U0+0hqIdLikUCiEWi+Hh4cE0qLu5uVnFeRIIBCgtLUVCQgICAwNNPZxxo12SRSdzW1pJFr3TIZfLweFwTH4/LSwsxKpVq/D666/jiSeeMNn33MvLC/39/cPaaff29kImk8HNzQ2urq4IDQ3Fr7/+iubmZmb3+tq1a8MusP7pT3/Cp59+ig0bNuDTMYx8LA0iPHDjB6VUKid9nOrqaqjVasycOXPSx6K39nt7e8HhcMZ0cvr1118RGBioc83r0Cbym5LIATgsWwbbc+dGP463N2R1dcAk6/fpzyuRSJCamjrp1VXaO58WIRKJBD4+Pswqu7WuCk6W3t5eFBUVISgoaEK9BONFe/WWiMUbaLsmpaamGjUXaCRUKhWzszhV8kLkcjl4PB6cnZ2RlJRkEZ9RLpczfSGdnZ1wcHAYlJ5uiY5zfD4fZWVlSEpKGnXxzZKgy1AtJbiQzg2SSqVIT083+XW5pKQEmZmZeP7555nEb1Ph5eWF3t5enZ4bHh6OpqYmUBSF4OBgdHR0TMkcDyI8oD/hUVdXh4GBASQnJ0/qOHQTua2tLdLS0nQqc+HxePDx8dGpBnxoE/lNokOlgmNcHGw6OkY9jprDgWIMYaILMpkMxcXFsLOzQ0pKikEuagMDA0xgYW9vL2Mt6u/vTxyyfkMgEKCsrAzR0dEIDw83+vtri0U6HIp29fH3958SzekajQZVVVXo7OxEWloa3NzcTD2km9BevRUIBEypDy0WrUHUS6VSFBYWwtPTEwkJCRY5YafLUOkJrnbis6WIejoVPjk52Wqzm0YKLjSXkixzEx1lZWVYsWIF/vKXv+DFF180O5GmzR//+McRk8s3b96MvXv3jplc3tLSYpG7fKNhXvvGFo4+mstpm0A/P79x3fB0fe+x+jnA58M5Lg4YQ4gpN2yA6r33dBrbaIjFYhQXF8PX1xczZsww2A3excUFERERg8LwiEPW/2htbUVtbS0SEhJ0cuUwBNpBa9HR0ZBKpcx5qqmpgZubG7NjZS0lJNrQu34DAwOYNWuW2Qot7b6QmJgYq+sLkUgk4PF48PPzQ3x8vMV+z4YGtYrF4kEZSV5eXszj5rj40tbWhqqqKqSkpIyYCm8NjOSSVV9fz7hk0aVzxi7J0mg0KCsrw8DAgFmIjsrKSqxatQqbN282e9ExFs888ww+/fRT/Pjjj9i9ezezc9Pc3IwNGzYAuFFuZW2iAyA7HgD0t+PR2toKPp+PjIyMCb1elybykSgrK4ODgwNiY2NHfM6YouPsWTjrkPQp//BDaNat03lsI0GvsEdFRSE8PNwkFxFthyyRSMQ4ZE2VFGG6j+j69etmU9YzHEqlklm5FYlETNqztTiZKZVKxto2NTXV5Df4iWLpfSF0EnZISAjjpmeNSKVSpiSrq6sLLi4uzHkyh1Kfa9euoaamBqmpqePu9bMmTFmSpdFoUF5ejv7+fqSnp5vc4a62thbLli3Dgw8+iB07dljEvXm0HQ8A+PLLL7F+/XpoNBqEhITA398fZWVlUCqVSE9Px5kzZyxy8WYsyI4HTG+nS0/+mpubkZqaOqEt5bHee6wmcpt//AOOw/wwBj/JBtILF4CkpHGPTxuKotDc3IyGhgaTrrADgx2yNBoNs+V99epVANbtkKVWq1FeXg6xWKyXMDRDYm9vj+DgYAQHB4/oZGap/QYymQxFRUVwcnJCcnKyxY1fG+28EG0TAUs4T/Ruc0REBCIjI009HIPi7OyM0NBQhIaGjprr4uPjY/RSH3r3NS0tzSodfcaDtjPgUJcs2pTDECVZFEWhvLwcfX19yMjIMLnoaGxsxMqVK3HvvfdajOjQBTrMcMeOHbhw4QIqKioQFRWFtWvXYvv27Wa76z1ZyI4HbvzIRvNT1hU+n4/6+nrMnTtX59eoVCqUlpZCLBYjPT19wjXdNTU1UCgUSExMHPR3nZrI16yB7eHDox6fcnWFrLYW8PSc0Pho6Bp2oVCI1NRUeE7yeIZC2yFLKBRCoVBYVdMzvcJOURRSU1NNfmOZKPR50u430D5P5v656LIeHx8fg5YamprhzpM5WcDS+RCmCqUzF7RLfYRCIWQy2aBSH0NPhOgFqbS0NLPdfTUHRnLJ0kdJFi066DmJqX+bLS0tWLp0KVauXIn33nvPaq+RUwkiPKA/4dHZ2Yny8nLcfvvtOj1fKpUyVo26NpGPRH19PSQSyaDGdu1QQGAY0aHRwDEpCTZNTaMeWxMTAzmPB0zyB69UKnH16lUolUqkpqZajJofySGL3g0x9YV5vNDfOxcXF4tx69EF2lqUFot9fX1MHbu/v7/ZWVbSDmLWXtYzlJEsYE0VLkm7Js2cOdNs8yFMhfZ56u3thZubG3Oe9N0P19jYiKamJnA4HLNdkDJX9FWSRVEUKioq0NPTg4yMDJPf29ra2rBkyRL87ne/w0cffUREh5VAhMdv0CmRk4Heqr/jjjt0ei6Px4O/vz9mzpw56R9UU1MTuru7kZaWBmBwPweLxbr5+D09cIqOBksmG/W4Ki4Xym+/ndTYgP9lQ9CTXVM7dUwG+iIvEAgGOWTRkyZzRiwWo6ioCAEBAYiLi7Pqya5MJmPOU3d3N1xdXZnzZGoTAToMbfr06QgLCzPZOMwBU/aF0A3MpspKsSQUCsUgq157e3tmhd3Hx2dS97CGhga0tLQgPT19TOt4wugMdcnStSRLW3Skp6ebfGGwo6MDy5Ytw6233orPPvvMahbICER4MCgUCkz2n6Kvrw+XLl3CokWLRn1eW1sbysvLERMTo7emau3G9jGbyEtK4KxDOZji7behfvLJSY+tu7sbJSUlRsuGMCYKhYJZYe/s7ISLiwtj02vqye1QhEIhSktLTdrMbyqUSiUzaaJNBLSb0425kkZbhFpqGJohoftCaCECGK4vhA5onOoNzBNBo9EwVr0ikYjJ36EnuLru3tOZNdevX59UqTFheHQtyaIoCpWVlejq6kJGRobJRYdAIMCKFSuQmpqKL7/80qIXKgk3Q4THb+hDeAwMDODs2bNYunTpsJM6Opm7paUFKSkpel1ha2trQ2trK2bPnj2q6LD95BM46CAmpD/9BIyjV2W0cVVWViIuLg7Tpk2b9PHMmeEcskw1uR3KtWvXUF1djcTERJM285sD9KSJFowajYaZ3Pr5+Rl0Za25uRn19fVISUmBr6+vwd7HGtDuC9HuN5hsXwhFUWhsbERLSwvS0tJIWc8kGS5/x9PTc1Dp3Eivq62tRXt7OzIyMsx+t9gaoHfrRSIRswvs5+cHiUSCvr4+s7Dx7uzsRGZmJmJjY/Hdd99ZfD8l4WaI8PgNfQgPhUKBkydPYvHixTdNXugm8r6+PnA4HL2v7HR0dKC+vh5z5swZUXTYP/II7MYqm7K3h7S6Gpjk5JReyWptbUVycvKUm2QNndxSFGUSRx9tu9yUlJQp7xIzFIqiBjXTSqXSQQn3+mpOpydZbW1tZLI7AfTVF0JRFGpqatDR0UFW2A2ETCYbZNWrXTrn6ekJGxsbUBSF6upqCAQCpKenE9FhAuhd4IaGBgwMDDALZaYMLuzu7saqVasQGhqKffv2mb05CGFiEOHxG/oQHmq1Gj/99BPuvPPOQT8YqVQKHo8He3t7gzgIURSFrq4uFBYWIigoCAEBAfD29h60wu44axZsKipGP05g4A3nqkmuzGvbtKampk75mzs9uaWb0+VyOfz8/AzukEX7sPf29iItLY3c3HVAuzldLBYzK7eTSbjXaDSoqKhAd3c3OBwOOQ96YCJ9IXQNe1dXF9LT080yNM/aUKlUg9LTAcDX1xcKhQISiQSzZs0yO9OHqQIt/oRCIdLT05nflL5dsnSlt7cXXC4Xvr6+2L9/v8kb2wmGgwiP31AqlYz700ShKAoFBQW4/fbbmZtad3c308xrCLtMup+DFh90My29wu7v7o7QWbPA6u8f9Tjq22+H4ujRSY9HLpejuLgYNjY2SElJISsWQxiuLMHb25tZYdfXNrdSqURJSQnUajVSU1PJRXwCaCfc0yFr9Hny8PDQaYVdrVbj6tWrkMlk4HA45DwYAF36QugE5v7+fnA4HJOXk0xF6NK5qqoqSCQSADBpKvdUht75EwgEyMjIuOnffqSSLEMFTPb19WH16tVwcXHBoUOHDPJd2L9/P44ePYorV66gra2N6cmcOXMm7rnnHmzatGnE+crFixexc+dOXLhwAf39/YiMjMTatWvxzDPPkGvJBCDC4zf0ITwA4KeffsItt9wCd3d3XL9+HRUVFYiNjUVYWJjef6wjNZHTK+zdly9jxu9/D9YYp1ixbRvUr78+6fH09fWhuLgY3t7eenHqmgpIpVJmJ4R2yKJX2Ce6Mk7b5To7O1t8IJ25QIes0f07tra2zHkaurtIo1AoBolwUqtseIbrC/H29obsN/c+cwhDm6rQO3+9vb1IT0+HRqMZ1gJ2PMKeMH7oss+Ojg5kZGSMufNHu2SJRCKIRCIA0GtJlkQiwR/+8AfY2Njg8OHDBtsRvu2223D+/Hk4OjoiODgYvr6+aG9vx/Xr1wEA6enpOH78+E35Md988w0eeughqNXqm9LFZ82ahdOnT5Pd03FChMdv6Et4nDp1CqmpqRAIBGhtbUVqair8/Pz0MMLBaO90DBcKaJObC8cHHxzzOLJ9+0CtWDHp8dCOSXTqL7lpjB+FQsGssGs7ZI3nRkzb5fr7+yMuLo6IPwOg0WjQ3d3N7Fqp1WpmNdDPzw92dnaM+HN1dUViYiIRfyaAXoApLS2FUqmEWq2+qemZXKeMg/aO03ChdNquc52dnbCxsRmUnk5+P/qB7vmjG/rHO2HWd3ChVCrF3XffDYVCgaNHjxrUSvk///kPIiIiMG/evEGLQL/88gvuvvtuXLt2DZs3b8YHH3zAPNbU1IT4+HjI5XLs2rUL27ZtA4vFQnNzM5YuXYrq6mps2bIF77//vsHGbY0Q4fEbKpWKSfeeDGfOnIGjoyMUCoVBmsjpJHI6GHC4JnK7rVth/9FHox+HxcJPH30E57g4xv51oluGtC3lzJkziT2onhi6wm5nZzemQxadDTEV7XJNBUVREIvFzMqtRCKBp6cn+vv74efnh8TERHIeTIRCoQCPx4ODgwNSUlIGuc51dXXB0dGREfaGzguZymg0GpSWlmJgYADp6elj7jjRwp7+TSkUikFWvaRccWLQoqOtrU1vLmKTKcmSy+VYu3Ytenp6UFBQYFLDjX379mHNmjUIDg5mdkAAYMuWLdizZw+WLFmCgoKCQa+5cOECI2JaW1unvFvkeCDC4zf0ITwGBgbw888/w8XFBbNnzzZIE/moSeQAHBYuhO2vv45+HE9PyJqaINNomDKfnp4euLu7MyJEl4uSRqNBTU0N+Hw+UlJSbtqiJOiH4Ryy6OZ0uoadtssl2RCmpaOjA+Xl5XBwcIBcLtdL6Rxh/MhkMvB4PLi5uSExMfEmoT5cX8jQ3xRh8tA9TnK5HBwOZ9z3RLonjt4NMXXKvaWinZdiKOvi0UqyXF1dBy3CKhQKrFu3Dm1tbTh+/LjJ3RZLS0uRnJwMLy8vdHd3A7jxbxYSEoL29nZ8//33WLNmzU2vmzFjBqqqqvDRRx9h48aNxh62xUJSWfQE3URub2+PyMhIg4gOurQKwM0r3ioVnCIjwerqGvU46tRUKM6fBwA4AQgLC0NYWNigMp/6+nom5dnf3x9ubm43XdyVSiVKS0shk8kwe/Zs0hhoQGxsbODn5wc/P79BDlk1NTWQy+VwcnKCTCZDcnIySV82IUKhkOnpCg0NHfSbamhogJOTE7PCbogGTcINBgYGUFhYCB8fH8ycOXPYf2dbW1vm+qbdF1JbW4vS0lK95IVMddRqNUpKSqBSqZCenj6hHicWiwV3d3e4u7sjMjJykPNSQ0MDHB0dB7mZkdLS4WloaGBCGg21AGJvb4/AwEAEBgYyJVkikQilpaW45557kJSUhCVLloDL5eLtt99GS0sLTpw4YXLRAdxoHgcADofD/K2lpQXt7e0AgHnz5g37unnz5qGqqgqXLl0iwmMckB2P31Cr1VCpVBN67bVr15iQPIFAgICAAISGhuptbPROh1qtHj6J/Pp1OMfHA2P0qKj++EcoteoXR3zekCA8BwcH5ibt6ekJmUyGoqIiODk5ITk5maSKmgh6NbGnpweOjo4YGBgwiEMWYWyuX7+OqqqqEQMa6RV2eteK1LAbhv7+fhQWFiIwMBCxsbETEndDLZXJCvv4UavVKC4uhkajQVpamkHuEWq1epBVr0ajYRZoDGlTbmk0NDSgpaUFGRkZJrO2LysrQ35+PgoKClBcXAwHBwds3LgR9957L+bMmWOS659arUZ7ezsOHjyI5557DhqNBidPnsTs2bMBAMePH8fixYvh6OgIqVQ67O/+7bffxosvvoj58+fj7Nmzxv4IFguZMU4C2gf7+vXr4HA48PX1RWdn54QFzEjvMVoSOevHH+G0evWYx5F/+CE069bp9J52dnbMygV9cRcIBCgqKgKLxYJarYavry8SExOJ6DARSqUSV69ehVKpxNy5c5mLo0AgAJ/PR3V19bhL5wjjh6IoNDU1oampCWlpafDx8Rn2edor7BqNhllhr6qqglKpHNScTiZME6O3txdFRUUICwublMGFq6srIiMjmRV2ehFGe4WdXoQhK+w3o1KpmHuFoUQHAMZZjs1mD+q1ampqQnl5Oby9vZnf1FR1HWpsbDS56ACAxMREzJgxA62trRCLxdi2bRt+/vlnrFy5Era2tsjMzMTKlSuxZMkSeHh4GHQs7777Lp566qlBf8vOzsabb76JxMRE5m90ydVo/V/0bg39XIJukB2P3xjvjodKpUJJSQkkEsmg7curV6/CxcUF06dPn/SY6H6OkUSH7VtvwWHHjjGPI714EUhOnvR42tvbUVFRAQ8PDwwMDECj0TA3YVIXbTy0d5ySkpKGvbFrl/l0dXXB2dmZOVfEqlI/aKdgczicCTmyGCvXxdrp6upCcXExpk+fjrCwMIO8x0h9IXReCFmEubEgUlRUBFtbW6SmpprsniCVSpnz1N3dDRcXl0Hp6VPh+tfY2Ijm5makp6cb1C1KFzQaDR5//HGcO3cOp06dYipCVCoVLl68iEOHDuHQoUOor6/Hm2++ie3btxtsLPv27cM///lPKJVKNDc3g8/nw9PTE1u2bMEbb7zBfGe/+uorPPjggwgNDUVLS8uwx/rss8/w8MMPIzo6GnV1dQYbs7VBhMdvaDQaKJVKnZ47MDAAHo8HR0dHpKamDlqhrKiogK2tLeLi4iY8Ftq5im52H7aJfNUq2J48OfpxnJwga2oCJnnRoSiK2a5NTExkVphGSuNms9nkJmwg+vr6UFRUBD8/P8THx+u04jpcBgV9nkbKoCCMjnYqPIfD0duKKj1hog0f3NzcBu1aTYUJ03ihrbzj4+MRHBxslPfUvv7ReSFTvS9EqVQyLmLmlB9ENz3TvSF0z5x2wKS1Qe/CmovoePrpp/Hjjz/i1KlTiIiIGPG5dXV1UKvVk5o/jZdLly7h0UcfRUlJCf785z9j7969AP7ndBUQEICOjo5hX7t3715s3rwZiYmJKC0tNdqYLR0iPH5DV+HR1dWFoqIiBAUFDTvxq66uhlqtxsyZMyc0jjGbyDWaG03kIhFYAEY6eZrISMhLS4FJTlTUajUqKirQ09OD1NTUYS9i2qu2AoEAEomEsT/09/cngV16orOzE1evXkVERAQiIiImNAkd6pBFdq3GD73bqVQqJ+TUoysKhYJx8xGJRMT+dRjoXdiRemuMhUQiYQTjVOwLoa2L6b4/c13M0C5zFAqFkMvljGD08/Ozih3G5uZmNDQ0ID093eBlS2Oh0Wjw/PPPY//+/Th9+jSio6NNOp6RaGtrQ1RUFJRKJRoaGhAeHk56PAwIWZYeB9pN5CNt59va2kIul0/o+GPlcwCA44IFsPnNqg7AsOJDlZUF5XffTWgM2igUCpSUlECj0WD27NkjruJpO49ER0czN+G2tjZUVVXBy8tr0lkhUx26eXnmzJkICgqa8HHGcsjy9fVlJrek1+BmFAoFioqKYGdnh4yMDIPu7Dk4OCA4OBjBwcGDeq1KSkoAgJnYTlXB2NraitraWqSkpBgkpHU8uLq6wtXVFREREUxfiFAonBJ9IXK5HDwejwnLNOfPZ2NjAx8fH/j4+CA2NhYSiQQikQjt7e2oqqqCu7s787sazs3R3GlpaTEr0fHqq68iNzfXrEUHAAQHByM1NRWXLl1CSUkJwsPDERMTA+DG97utrQ0hISE3va6hoQEAmOcSdIMIj98Y7QIzXBP5SNjZ2U0oD2SsJnIam6Kim8eO/4kP+dtvQ/Pkk+N+/6H09/ejuLgYHh4eSEhIGNfERvsmLJPJmJXAmpoa0vA8TrTL3EZrXp4ILBYLXl5e8PLyQkxMDOPm09LSgoqKCtJrMASpVIrCwkJ4eHgYfYI1tJGWXrWlBaN2c/pU2GFsbGxEU1MTOByO2eUHOTo6IiQkBCEhIYP6QmjBaE19IXReiru7OxISEsxadAyFxWLBzc0Nbm5uiIiIGLTD2NTUBHt7e+Y3ZwklqS0tLaivrweHwzG56KAoCm+//Ta+/vprnDp1CrGxsSYdjy7QPb70f8PCwhAYGIiOjg6cP39+2ByP879FE8yZM8d4A7UCSKnVb1AUBYVCcdPflUolSkpKIJVKweFwxpwst7a2gs/nIyMjQ+f3HquJXBtnV1cM9ygFQHryJKCHHwBd0hMaGoro6Gi9rfoM1/BMixB3d3eLW10yNBqNBhUVFeju7kZaWppRXUmG9hpMdcHY19cHHo+HgIAAxMXFmc13laKoQfavfX19zA4jm822unwdOn2ZXgQy9QRrPFhbX4hMJsOVK1fg7e09Yl6KpaJWqwelp6tUqkFWveYm7ltbW1FXVwcOh2PSBHDgxvd89+7deP/993Hy5Ekk68HYxtA0NTUhJiYGKpUKdXV1zO7M5s2bsXfv3jGTy1taWkhw7zggwuM3hhMedBCVs7MzUlJSdCo9aWtrQ2trq04KWJcm8qE43nILbEpLB4kPytYW0sZGYJSdGF1pbW1FTU0NZsyYYdBGzaFZIfb29vD390dAQMCUcR0ZDe0+gtTUVJPuOAwVjHQQ3lRxyOrq6kJJScmkemuMhfYOY3d3N9zc3JgyH0ssHdGGoihUVVVBKBQaNAjNWAztC6HFvSX0hdC7fz4+PpgxY4ZZj3WyUBSFvr4+RoT09/fD09NzUA+PKbl27RpqamrMYvePoij861//wu7du/HTTz8hPT3dpOOhKSwsxMGDB/HQQw8hKipq0GPHjh3DU089haqqKqxYsQKHDx9mHmtsbER8fDwUCgV27dqFbdu2gcViobm5GUuXLkV1dTU2bdqEPXv2GPsjWTREePzGUOHR2dmJ4uJiBAcHIy4uTudtVoFAgNra2hGTLrXfT7uJXBfRAQDo74fj4sWwuXoVAKCZMQPyS5eASdZ409ag7e3tSElJMWqaqHb9ulAoBIvFApvNRkBAgEVscesb2i7X0dHR7AIap5pDFp/PR3l5OeLi4oat8TVnlErloOZ0unTE39/f4lKe6d2/np4epKenW91ODi3uhUIhOjs7zTqRm16QY7PZZrX7ZyxocS8UCgdZlZvC9IEWHWlpaSZPAKcoCnv37sVf//pXFBQUMEF85sDp06dxxx13AAACAwMxbdo0KBQKtLS0oKenBwAwa9YsHDly5KZ+sS+//BLr16+HRqNBSEgI/P39UVZWBqVSifT0dJw5c8bk4tPSIMJDC7opvLW1FVVVVYiPjx93AnlnZyfKy8tx++23j/gcXfs5jIVKpUJpaSmkUilSU1NNGrZEu47QDllqtXpKuS5NxC7XVGg0GnR3dzPnytocsujm5cTERPj7+5t6OJOCLh2hxT1FUYP6Qsz5XKnVaub6xOFwLK4kabyYc16IRCJBYWEhAgICJpwMb03QCzG0uAeMd66uX7+O6upqsxEdn376KV5++WUcOXJkzIVXY9Pd3Y2vvvoKJ06cQHl5Ofh8PhQKBXx9fZGamoo1a9bggQceGPF8XbhwATt27MCFCxcgkUgQERGBtWvXYvv27aT/cQIQ4aGFTCZDVVUV2traJtzI29PTg6KiIkZdD8XcRAe9uk57r5uTkxGdRkuncWtnhVhjwjPdWxMeHj6p5GVTQNev06UjMpnMYh2yhjb0m7p8Qd8Md658fHyYc2VO9et0yaFarUZaWppFfY/0wUjnyhR9If39/SgsLERwcDCmT59uUdcnY0CbPtC7jAMDA4POlT4nqLRjZGpqql4NRyYCRVH48ssvsX37dhw8eBALFy406XgI5g8RHr+hVqvxyy+/QCaTTSoQrK+vD7/88gsWL15802PjaSI3Br29vSguLgabzTb71fXhskLoyZI1ZIW0tbWhsrLS4L01xkC74VkgEDBp3PRuiDmvEGn3EXA4HKM29JsK7eZ0sVjM1K/7+/ubdPdTOwU7JSXFrEoOTQXdFyIUCtHb22u0vpC+vj4UFhYiNDQUUVFRJr93WQL0uRKJREwYKC1CJmOm0t7ejsrKSrMRHd999x3+8pe/4MCBA/jd735n0vEQLAMiPH6DoijU1tYiJCRkUje4gYEBnD17FkuXLmUuLBNpIjc0dO16VFQUwsPDTT6e8TIwMMBMbOnJEi1CLKn+m6IoNDY2orm5GcnJyaNaNVsqIzlk0V755oJarUZZWRn6+/vB4XAs6nukL2QyGWP60NXVBVdXV2ayZEwjATobwtnZGUlJSWZdCmYqjNUXIhaLwePxmJ1YwvhRKBSDSrLs7OyYkiwfHx+dv9+06EhJSTGLe0VOTg42b96Mffv2Yfny5aYeDsFCIMJDC6VSCY1GM6ljKBQKnDx5EosXL4atre3Em8gNBEVRaGpqQmNjo1XUrgPDO/kEBASYvfWrRqNBZWUlOjs7kZaWNmwqvLVBe+ULBAJ0dnaajUMWbZut0WiQmppq8Tto+oB2nqMnS3SWiL+/v0GNBGjHJC8vL8ycOdOsd2LNBUP1hfT29oLH4yEyMhIRERF6HPHUhe6No8+VUqmEr68vc75GuvZ0dHSgoqLCbETHgQMH8Kc//QnfffcdsrKyTD0cggVBhIcW+hAearUaP/30E+68807Y29sz/RwsFsvkN1DtiW5qaqpFeeDrytCJrblmhahUKly9ehVyuRxpaWlmXX5kKNRqNTOxFQqFRpvYDoVeXXd0dERKSgpZXR8GbSMBoVAItVrN9Fvps4mWbl6myz/N5fdqSQzXF0KHgfr5+el8renu7kZxcTGio6MRFhZm4FFPTegSYvoa2NfXBw8Pj0FWvSwWC3w+H2VlZUhJSbnJdckUHD58GH/84x/x5Zdf4g9/+IOph0OwMIjw0EIfwoOiKBQUFGD+/PlwdHQ0m34OhUKBq1evQqVSmTwXwljQjiN8Pn9QVghtJ2qqcyKTyVBcXAx7e3tSu/4bIzlkGdp1SSKRoKioiKyujwPa9IGe2NJNtHT53EQbnumSnmnTpuk1uHSqM1xfCC3wR+oL6erqQnFxMWJjYzFt2jQTjHpqQpc60la9jo6OcHV1RWdnJ5KTk82iQuHHH3/EAw88gE8++QT33nuvqYdDsECI8NBCH8IDAI4fP46MjAy4uLiYheiQSCQoLi6Gq6vrlK2X1mg0TP6EdlaIv78/fHx8jDbh7O/vR1FRERO8RSa6N6PtZjbUIUufqcH0RDc4OBgxMTEm/51aKkMntvSK7XhKHenVdVLSY1h06Qvp7OxESUmJRWbXWBNqtRoNDQ1oampiFqe0y+dM4fB26tQp3HPPPdizZw/WrVtHrpmECUGEhxYqlYppAJ8IdBP5xYsXoVKpmCRuU9aud3V14erVqwgJCSEWiL8xXFaItk2voYQZnYAdFhZGnGF0hHbIolfX+/r64OXlxayuT7QBnJ5cRUVFkYmuHpHL5YOa0+keHjabDU9Pz2G/8yKRCFevXiWr60ZGO7hVJBKBoii4ubmht7cXcXFx5FyYGKFQiKtXryIpKQlsNpspnxOJRJBIJIxT4GSug+Ph3LlzuOuuu/Duu+9iw4YN5P5FmDBEeGgxGeFBURRjlUtf0OmVJTs7O5OU+Fy/fh1VVVXkJjIKw62uGyIrpL29HRUVFVZhl2tKZDIZc65oi0r6t6WrnWhHRwfKy8sxc+ZMBAUFGWHUUxPtcDWhUAgbG5ubdhnp2nVyLkwLbTpSV1cHR0dHKBQKpnxuPH0hBP1Ai47ExEQEBATc9PjAwABTktXd3W1w97lffvkFq1evxo4dO7Bp0ya9H5+iKJw/fx4HDhzAuXPnUFVVhYGBAfj5+eHWW2/FY489NmI2GgBcvHgRO3fuxIULF9Df34/IyEisXbsWzzzzDPnumiFEeGgxUeEx1LlKu3xGo9Ggq6sLfD6fKfGhJ0qGaqClKAp1dXW4du0aUlJSTO71bSkMlz8x2dr1qWCXaypGcsgabXW9paUFdXV1SE5ONosmzamC9i4j7eTj6uqKvr4+JCQkENFhYmgBmJSUBH9//wn1hRD0g0gkQklJyYiiYyhKpXKQVa+Njc2gkqzJ7uBfuXIFWVlZeP311/HEE08Y5NyfOHECixYtAnBj/jR9+nS4urqitrYW/f39AICXXnoJb7755k2v/eabb/DQQw9BrVYjJCQE/v7+KCsrg1KpxKxZs3D69GmT5hERboYIDy3UajVUKtW4XjOeJHLtmy+fzwdFUczF3NfXVy8ihM4i6OvrQ1pamlnbyZo7UqmUESG9vb3jzgrRaDSoqqqCSCSaMna5poK2E6UntkMdslgsFurr63Ht2jWkpaXB09PT1EOestCZSS0tLXBychrkuqTvhGfC2NDZEHRJz1CMlRdC+F/Z4cyZMxEYGDju19NzDPp8yeXySSXdFxcXIzMzEy+88AK2bdtmMMF5/PhxbNq0CVu3bsW9994Lb29vADe+e6+99hp27NgBADh06BBWrlzJvK6pqQnx8fGQy+XYtWsXM8bm5mYsXboU1dXV2LJlC95//32DjJswMYjw0GK8wmM8omO41/b29oLP50MgEEClUk26z4B2S6KTfkkWgf6Qy+WMCKGzQmgRMlwIHrHLNR3DWb/a29tDpVKBw+FYpY20pUBRFBoaGtDa2soIQFrgC4VCJmCSrK4bh7a2NlRVVemcDTG0L0TbfU6ftspTEbrvbMaMGXrZAdTujxMKhRCLxcxviw5vHe23VVZWhhUrVuCpp57CCy+8YNDfoVgshouLy4jfnxUrVuDo0aPIysrCgQMHmL9v2bIFe/bswZIlS1BQUDDoNRcuXMC8efNgb2+P1tZWnXaPCMaBCA8tdBUedBM53dMxWecqiqLQ19fHiBDtPgM2m63Txbyvr49xSyK2oIZFqVQyzc7DheApFAoUFRXB3t4eycnJJnEfIdxApVKBx+NhYGAAdnZ2zAog/dsi4tx4UBSFmpoadHR0ID09fVjBPrR8ztHRkTlXprTAtkauXbuGmpoapKamTqgcVzsvRCgUMrbK9MSWLLboDm1frC/RMRxDd64cHBzAZrPh7u4OX1/fQeersrISy5cvx5///Ge8/vrrJv/d/eMf/8DWrVsRHx+PyspKADe+fyEhIWhvb8f333+PNWvW3PS6GTNmoKqqCh999BE2btxo7GETRoAIDy00Gg2USuWoz9EWHID+k8jpVQpahEgkEsZKdKSJklAoRGlpKWNFaeqLxFSCDsGjVwBtbGygVqvh6emJ1NTUKWldbC4olUoUFxcDAFJTU2Fvb8+EdenTIYswNhRFoaKiAl1dXUhPT9ep5nq4NG7t5nTy25o4ra2tqKurQ2pqKlPWMllG6gvRZXV9KkOLjvj4eKMZj2gb4HzzzTf497//jVtvvRUrVqxASkoKHnjgATz00EN4++23zWIRc8eOHXjhhReQlpYGHo8HAGhubmYcCa9duzas9fOf/vQnfPrpp9iwYQM+/fRTYw6ZMApkX3QcjNZEri9YLBbc3Nzg5uaG6Ohoptn52rVrqKysZGqh/f394eDggJaWFtTX1yMhIYFsJZoAW1tbBAQEICAggGkKpJtmz507x5wrY2aFEG6UHfJ4PLi4uAzKrqF/W5GRkYxDllAoRE1NzYQcsghjo9FoUFZWhv7+fsyaNUvnlXBbW1vmfFAUxfTHVVdXQy6XMw20bDab7CqOg+bmZjQ0NCAtLQ1eXl56O66rqytcXV0RERExaOeqsbGR9IWMAJ1fExcXZ1S3Q7oHjs1m480338SyZcuQn5+Pf/3rX2hubsa0adPg7++PhoYGTJ8+3WjjGg6KorBv3z4AwLx585i/19bWAgAcHR1H/LeLiooa9FyCeUB2PLQYbcdjMv0c+mJos7O9vT3UajUSExPNItF0KkPb5cbHxyMkJGTQRElfPTwE3ZhISONw5XP06vpIDlmEsVGr1SgpKYFCoQCHw9FLaRtFUYN2rvr7+8nOlY7QDnvG7HUaai9P+kJu0N3djaKiIrMJamxubsayZctw++2345ZbbsGhQ4dw6tQpREdHIysrC1lZWZgzZ47R713//ve/8eijj8LBwQEVFRWIjo4GAOzbtw9r1qxBQEAAOjo6hn3t3r17sXnzZiQmJqK0tNSYwyaMAhEeWlAUBYVCMezf6Z0OfZdWTQS6hEQqlcLJyYlpGgsICIC/vz+xjjMitP99Y2PjiBatoyVxk9Va/dLb24uioiJMmzYN0dHRE/qtDnXIsrGxYc4V2bnSneFK3QyBVCplJrW08QMtGkmJzw20m/rT09NN5rBH+kJu0NPTAx6PZzahmdevX8fSpUuxaNEifPjhh8w1rq+vDz/++CMOHjyIw4cPw8bGBgcPHsQtt9xilHHxeDzMmzcPMpkMu3btwjPPPMM89tVXX+HBBx9EaGgoWlpahn39Z599hocffhjR0dGoq6szypgJY0OEhxbDCQ+6n8OUOx3aDAwMoLi4GM7OzkhKSoKdnR3TNEav1rq6ujIiZLgGToJ+0Gg0qK6uhkAgQFpams4riP39/YOyQrTL5yaSFUK4AW1FOX36dISFhenlmLRDFv370k65n8qrtWOhUCjA4/Hg4OCAlJQUo62SKpXKQc3p9vb2g5rTp6JopCgK9fX1uH79+ohN/aZiKvaF9PT0oKioCNOnT0doaKiph4OOjg4sW7YMc+fOxaeffjrib1WlUuHixYtITk42ih15Y2Mj5s2bh/b2dtx33334+uuvB30fyI6H5UKEhxbawsPQTeQToaenB8XFxQgKCkJsbOyw49G+8YpEIjg7OzOTWnd3d5N/BmtBrVbj6tWrkEqlSEtLm3B5x9DyOQ8PD+Z8kZ0r3Wlra0NlZSUSEhIm5H+vC9o7V0KhEFKplDhkDQPdX+Pm5obExESTTfaHlvhQFDVINE6Fckc6M6W9vR0ZGRlmnes0nKOZtfWF9Pb2gsfjmY3oEAgEWL58OTgcDr744guzWUjp6OjAbbfdhvr6emRmZiI/P/+mHdPjx49j8eLFcHR0hFQqHXZu8/bbb+PFF1/E/PnzcfbsWWMNnzAGRHgMQS6XG6WJfLzQPQSxsbE6X7BoxyU+nw+RSAQHBwdmUkvq1ieOXC4flJeirxISuVzOrKx3dXWRZmcd0S51M2YyvHbKPXHIusHAwAAKCwvh6+uLGTNmmM13VrvER7vckZ7YWqNopCgK1dXVEAqFOjuJmQvD9YVY+k4jLTqio6P1tiM7GTo7O5GZmYm4uDh8++23ZlPy29XVhQULFqCsrAwLFizA0aNHh72eElcry4UIjyHIZDJoNBqo1WqzKK2ia3NbWlqQlJQ0bA+BLtAXcj6fzyQ705NaOtmZMDYSiQQ8Hg9eXl5ISEgwmCgdunM1NCuEnK/Bq7njKXUzBDKZjJnUDg2YnCqisa+vDzweD0FBQYiJiTHbzzxcsJqnpycjGi1pgj4SFEWhsrISnZ2dyMjIsGghbA19IWKxGIWFhYiKikJ4eLiph4Pu7m6sWrUKoaGh2Ldvn9kI7/7+fixatAiXLl3CrFmzcOLEiRH7kSiKQnBwMDo6OkiOh4VBhIcWZWVlKC4uxu9+9zuzmNyp1WqUl5ejt7cXaWlpeqvNpevWaRFCURSxfdUB2vowNDR0wo3LE2FoVoi2aLSWEoTxotFoUFFRgZ6eHnA4HLOaLNIOWUKhECKRiAnBs+adRno1Nzw8HJGRkRb1GWnRKBQK0dXVBVdXV6Y53RLLU+nMlO7ubmRkZFjExHw8WFpfSF9fHwoLCxEREcGs0JuS3t5eZGVlgc1mIz8/32z6CuVyOVasWIGTJ08iISEBZ8+eHTPYcvPmzdi7d++YyeUtLS0GK8EljB8iPLT44Ycf8NRTT+H69etYvHgxuFwuli9fbpRGqqHI5XKUlJQAuOEIY6gVCYqi0N3dzZSMqNVq5qY7VeqgdaGjowPl5eWIi4szqQuJRqNBV1cX02dAUdSg8zUVRIi2RWtaWprZ3DiHQ9shSyQSgcViDQrBs4bzRQeg6bOp31SoVKpBfQa0yGez2fD29jb786XRaFBeXg6xWIz09HSrEx1DoftCaJFPlxObS18ILTpoQW5q+vr6sHr1ari6uuLgwYNmsxOmVqtx1113Yf/+/YiOjsa5c+d0SnBvbGxEfHw8FAoFdu3ahW3btoHFYqG5uRlLly5FdXU1Nm3ahD179hjhUxB0hQiPIWg0Gly9ehU5OTnIz89HfX097rzzTnC5XGRmZhqlLInOIfDy8sLMmTONNvmnt7RpEaJQKODn54eAgACLraudLBRFMYFbSUlJYLPZph4Sw9CsEKVSafXnS6FQoKioCLa2tkhNTbWoz6jRaAadL2twyBIIBCgrKzNq6rKxoHeGaZFv7udLO6gxPT3drAW5ITC3vpD+/n5cuXLFbESHRCLBH/7wB9jY2ODw4cNmZTTw3Xff4b777gMAxMTEjJhLFhQUxIQJ0nz55ZdYv349NBoNQkJC4O/vj7KyMiiVSqSnp+PMmTNm9VkJRHiMCl0nm5OTg7y8PFRUVGDBggXIzs7GypUr4efnp3cRIhKJUFpairCwMERFRZls25iiKPT19TGTJKlUCl9fXwQEBMDPz89sGtEMCd2cyefzTd5DMBYjnS9rygqRSqWD3JIseTeOdsii+0Is0SGLNrxITExEQECAqYdjUIaer4GBgUHN6aae5NMLZlKpFOnp6Rbx/TEkpu4LoUUHfR83NVKpFHfffTcUCgWOHj1qshyXkfjPf/6D9evXj/m88PBwNDU13fT3CxcuYMeOHbhw4QIkEgkiIiKwdu1abN++3ep3/SwRIjx0hKIo1NXVMSKkuLgY8+bNA5fLRVZWFgIDAyctElpbW1FTU4OZM2fqtM1oTIZmT/j4+CAgIMBiJknjRa1Wo7S0FAMDA5OyyzUVdLIzn88flBViKc2YQ+nv7wePxwObzUZ8fLzZ1XFPFtoha2izs7+/v1l+91pbW1FbW4uUlBSjOomZC0P7DGgbbDabbfTVVdram06Ht4ZFBn0zMDDA/L56e3sZ8wdD9IX09/ejsLCQCTE1NTKZDGvXrkVvby8KCgpMUjpOIGhDhMcEoNOqc3NzkZeXh8uXL+OWW25BVlYWuFwupk2bNq4LGb2y3tHRgdTUVHh5eRlu8HqAvogLBAKIxWJ4eXkxIsQSJ7VD0S7n0addrqmgk535fL5FZoXQTf2W2Lg8EYZzyDKnJO7GxkY0NTUhLS3N7K9VxoC2waab052dnZnzZWiTErrfSaVSIS0tzeKvVcZguL4Q+nxNti9EIpHgypUrCAkJMaoByUgoFAo88MADaG9vx/Hjx+Ht7W3S8RAIABEek4aiKFy7dg15eXnIy8vD+fPnkZ6eDi6XCy6Xi4iIiFEvPiqVCqWlpZMOojMVMpkMAoFg0KSWTk23tM8C3LhxFBUVwcPDw6ThZ4ZiaFaIq6srI0LMYVI7FLqHIDY21qRN/aZiqK2yKR2y6F1fOgHb3Mo1zAGVSoXOzk5GiNjY2BjMTECtVqOoqAgURSEtLc3sek4sgZH6QthsNvz8/Mb1b2puokOpVOKhhx5CY2MjTp48OSV3JgnmCREeeoSiKHR0dCA/Px95eXk4c+YMkpKSGBEy1Nu+trYWGzduxAsvvICFCxda/GoVPanl8/nMSi0tQiyhuYtOhg8JCcH06dNNfuMwNMNNaunzZQ520teuXUN1dfWU6CHQBdohi54kGdMhi6IoVFVVQSQSgcPhWMTv2dRomwkIhULG/IGe1E7meq9SqVBUVAQWi4W0tDSL7ncyF+g+Hvp8jacvZGBgAFeuXEFQUJBZ3DtUKhX+9Kc/oby8HKdOnRqxWZtAMAVEeBgIiqLQ2dmJAwcOICcnBydPnkRsbCy4XC6ys7PB5/Oxbt063Hnnnfj4449N3pyob+gsAz6fj87OTrNfWefz+SgvL0dMTIzOyfDWhLbt69CASWPbUtKljE1NTUhJSRnTy30qMnRSq1KpGDOB8a7U6vJetEUrh8OxyJ1MU0ObP9C7jRKJZMLNzkqlEkVFRbCzs0NKSgoRHQZiYGCAOV+j9YXQoiMwMNAsgjPVajU2bdqEK1eu4PTp0yS/gmB2EOFhBGjb04MHDyI3NxfHjh2DSqXCrbfeil27diElJcXqSnq0UalUzAXcHFO4m5ubUV9fb3Z2uaZiuIBJ7ZV1Q050tJ3EOBwOKefRgaGOZtqOS/7+/pMyf6BNFqRSKTgcjtUtkJgKqVTKiMaenh64u7sPak4f6ZqoVCpRWFgIR0dHJCcnE9FhJLT7Qjo7O2Fvbw82mw1PT0/U1tYiICAAsbGxJr+XaTQaPP744zh37hxOnz49JctTCeYPER5GhKIo7NixAzt37sQjjzyCpqYmHDt2DIGBgcjKysLq1avB4XCsWoRop3ALhULY29vD398fAQEBJqlZr6mpYZr6idvHzdC2lHw+f1BWiKFW1svKytDX10dW1icB7bhEmz9M1CFLpVKhuLgYGo2GNC4bEHpSS4cWjtTHo1AoUFhYCBcXFyQlJVn1fcKcoftCOjo60NHRARaLxZir6PuaOB40Gg2efvpp/Pjjjzh16pRZpKQTCMNBhIeRkMvlePTRR3HixAkcOnQIqampAG5Y7x09ehS5ubk4cuQIvL29kZWVhezsbMyePduqV7Q0Gs2g8h4Wi8WIEEOX96jVaiZsi0xydWO4rBB9ZU+oVKpB7jzWaNFsCoY6ZOla8kiX89DObqRx2TgM18fj5+cHb29vNDY2wt3d3SpNLywNqVSKK1euwM/PD0FBQSbLC6HRaDR4/vnnceDAAZw6dcosbHwJhJEgwsMIdHZ2YvXq1ZBKpTh48OCIGR1SqRQFBQXIy8vDoUOH4OLiglWrViE7Oxtz58616pu/dkqwQCAYVN7j6+ur1xutQqFAcXExWCwWUlJSyCR3gtDZEwKBAH19fRPOCpHL5SgqKoKDgwOSk5Ot+ntuSoYzE9C2EaVFiFwuB4/Hg7OzM5KSkqx68cOc0Wg06O3tRXt7O9ra2gCA2W20llBQS0Qmk+HKlSvw9fW9KVNouL4QQ1thazQavPLKK/i///s/nD59GrGxsXp/D+CGjfbx48dx+fJlXL58GeXl5VCr1XjzzTfx0ksvjfraixcvYufOnbhw4QL6+/sRGRmJtWvX4plnnrEKC37C+CDCwwg8/PDD6OnpwVdffaVzboJMJsOJEyeQl5eHAwcOwNbWFitXrsTq1asxf/58q77p0D0x9KRWpVLBz88PAQEB8PX1ndRESNsuNyEhgUyq9ASdFSIQCNDT06NzVsjAwAB4PB48PT2RkJBAVnKNxEgOWZ6enmhoaIC3tzdmzpxJzoeJkUqlKCwshJeXF8LDw5nfGB0KSq+skx1b40CLDh8fH8yYMWNUITFSXwibzYa3t7deflsUReGtt97CZ599hlOnTmHmzJmTPuZI/OUvf8E///nPm/4+lvD45ptv8NBDD0GtViMkJAT+/v4oKyuDUqnErFmzcPr0aYvIkyLoDyI8jEB/fz9cXFwmfKFRKpU4c+YMcnJysH//fiiVSqxcuRJcLhd33HGHVTd8alsc8vl8yOVyRoSMt56WtssNDg42C/cRa0WhUDDlc6M5mvX19YHH4yEwMNAsGjOnKrRDVltbG9rb25mSR0P08RB0hy7n8fX1vWmSSwt9oVBoliGT1ohMJkNhYSG8vb3HFB1D0WdeCA1FUdi1axf27NmDkydPIikpadzHGA9vvfUWLl26hNmzZ2PWrFn45JNPkJubO6rwaGpqQnx8PORyOXbt2oVt27aBxWKhubkZS5cuRXV1NbZs2YL333/foGMnmBdEeFgYKpUKP//8MyNC+vv7sWLFCnC5XCxatMiqV74oikJ/fz8jQugeA7qxb7RdIDqIbvr06QgLCzPiqKc2IwXgOTk5oa6uDpGRkWOGbBIMj1gsBo/HY1Yk6ZV1bYcsNptt1Ysc5sTAwAAKCwvBZrMRFxc36u9D+zdGr6zT5VjGtsK2VuRyOa5cuQIvLy/MnDlzUtcrejFN+zc23r4QiqLwz3/+E3//+99x/PhxcDicCY9novzxj3/EF198Marw2LJlC/bs2YMlS5agoKBg0GMXLlzAvHnzYG9vj9bWVpLVNIUgwsOCUavV+OWXXxgRIhKJsHTpUmRnZ2Pp0qVWH/JF9xjw+Xz09/czjc5DLURbWlpQV1eHxMREEqRkQujynpaWFnR3d8POzg6BgYHw9/fXW+kBYfx0d3ejuLiYEYHa6Mshi6A7dAJ2UFDQuHdmh66sUxTF9IVMtkx1qiKXy1FYWMiU5+p7kYTuC6GtlcfavaIoCnv27MHbb7+NgoICzJ49W6/j0ZWxhAdFUQgJCUF7ezu+//57rFmz5qbnzJgxA1VVVfjoo4+wceNGYwybYAYQ4WElaDQaXLlyBTk5OcjPz0dbWxsWLVqE7OxsLF++HB4eHqYeokGRSqWM5atYLIaXlxfYbDb6+/shFAqRlpZG7HLNgNbWVtTW1iIxMRG2trbDmgkYOiuE8D9EIhGuXr2K2NjYMT3/5XI5U0LX1dVl9qGglkh/fz8KCwsREhKC6OjoSa+s9/b2MudMJpMN2r0iphpjo1AocOXKFYOJjuHeT7svpLe3F4cOHQKXy8WyZcvg4OCATz75BK+88gqOHj2KuXPnGnQ8ozGW8GhubmYWMq5du4aQkJCbnvOnP/0Jn376KTZs2IBPP/3U0EMmmAmkeNdKsLGxwezZszF79mzs3LkTJSUlyM3Nxe7du7Fp0yb87ne/A5fLRWZm5iAHG2vB2dkZERERiIiIgEwmA5/PR2NjI5RKJdzd3dHd3Q0HBweySmsiKIpCQ0MDWlpawOFw4OXlBQCMMww9QaquroZCoTBYVgjhf/D5fJSVlSEhIUGndGNHR0eEhoYiNDR0UHlPc3MzHBwchnXIIuhOX18fCgsLERYWhqioqEkfj8ViwcvLC15eXoiJiWF2r65du4bKykpm94rNZpPm3mGgc1Pc3d2NIjoAwMHBAcHBwQgODoZarUZJSQmUSiUee+wxyOVyREREoL6+Hrm5uSYVHbpQW1sL4MZ1Izg4eNjn0N9z+rmEqQG5o1shNjY2SEtLQ1paGt58801UVFQgJycHH3zwAR577DEsXLgQ2dnZWLlyJXx9fa1ukmBjYwM+nw8XFxfMnDmTcciqq6uDm5vboFVaguGhKAqVlZUQiUSYNWvWTf/uQydIdB9PY2MjysrK4Ovrq5esEML/uH79Oqqrq5GcnAw2mz3u19vb2yMoKAhBQUFMeY9AIEBJSQnjkMVms/VuhW2t9Pb2gsfjISIiApGRkXo/PovFgpubG9zc3BAZGcnkuwiFQtTW1sLV1ZURju7u7lZ3TxgvtOhwdXU1mugYiq2tLTgcDr766iuoVCq8/vrr+Ne//oVp06YhOzsbd9xxB7hcLlatWoXQ0FCjj28suru7AWDUhQhvb+9BzyVMDYjwsHJYLBYSEhKQkJCAV155BbW1tcjJycFnn32GJ598Erfddhu4XC6ysrIQEBBg8TecgYEBFBUVwc3NjSnncXNzw7Rp06BUKpl69cbGRjg7OzOBhaRUxDDQQY0SiQSzZ88es3GSxWLB3d0d7u7uiI6OZvp46FVaLy8vRjgS//eJ0dzcjIaGBqSmpsLHx2fSx7O1tWWEBu2QJRQKUVVVZdCke2uhp6cHRUVFiIqKQnh4uFHe08nJadDuFR3keuXKFYPYvloSSqUSPB4PLi4uZhPWmJ+fj48++giHDh3CsmXLUF9fj4MHD+K///0vnnjiCaSkpIDL5eKee+5BXFycqYcL4IYLGIBRF4toswqpVGqUMRHMA3IXmEKwWCzExsbihRdewPPPP4/Gxkbk5ubiv//9L7Zt24Zbb70VWVlZ4HK5CAkJsbiJeG9vL4qKihAUFDSsPau9vT2zja1SqZhSkV9//RUODg6MCPHw8LC4z26OKJVKFBcXg6IoZGRkTGi3wtXVFZGRkcwqLd0TUlNTA3d3d0aEWLuRgj6gy91aW1vB4XAM0vNkY2MDHx8f+Pj4IDY2lkm6p3evtJPuiUPWjZXeoqIixMTEmGzV2t7eHoGBgQgMDIRGo2Ga08vKyhjbV7o53dqFo1KpRGFhIROeaQ6iY//+/diyZQu+++47LFu2DAAQHR2Np556Ck899RQ6Oztx5MgRHDhwAP7+/mYjPOiFIYVCMeJz5HI5AJAS6CkGaS4ngKIotLa2Ii8vD/n5+Th//jzS09ORnZ0NLpeL8PBws5+IT8Yul3ZbopswbW1tGRFC6tUnhkwmQ1FREZycnJCcnKz3ZnGFQsHsXo2WFUK4AUVRqKmpQUdHB9LT001SZjgwMMAIR9ohiy7vmYo9Bl1dXSguLtapsd8UaGcoCYVCxr7cWq2VadFBX7PMQXT88MMPWL9+Pb766iv8/ve/N/VwBjFWc/nx48exePFiODo6QiqVDntNfvvtt/Hiiy9i/vz5OHv2rDGGTTADrHv5gqATLBYLYWFh+Mtf/oInn3wS7e3tyM/PR15eHl555RUkJSUxImT69OlmN6mjnZISEhIm5AVOCw1/f39mxW9ovXpAQMCULDuYCBKJBDwez6Dp1w4ODggJCUFISMiIu1f+/v7w9PQ0u++rsaEoChUVFeju7sasWbNMNsl3cXFhDCDkcjkjHOvq6qaccOzs7ERJSQni4+NHbLw1NSwWC56envD09BzUnN7W1oaqqip4eHgwu1eWvuNIl1c5OjqajegoKCjAhg0b8Nlnn5md6NCFmJgYADd2Ndra2oZ1tWpoaBj0XMLUgOx4EEaEoiiIRCLs378fubm5OHnyJOLj48HlcsHlcsed3mqI8dXW1qKtrQ2pqamMU5K+oOvV6awQbctX0jQ7PHS5W0hIiElEqnajs1AoHJTCPRWFo0ajQWlpKSQSCTgcjln2xdAOWUKhECKRiAnAs1aHLKFQiNLSUsyYMQNBQUGmHs6EoIUjba3s7OzMXBstrVRVpVKBx+PB3t4eKSkpZnGNOHXqFO655x7s3bsXDzzwgFn+e+qS4xEcHIyOjg6S40EYBBEeBJ2gKArd3d04ePAgcnNz8dNPPyEyMhJcLhfZ2dlGb8JTq9UoLy+HWCxGWlqawVfcaE98OitEqVQyN1o/Pz+SO4H/reJGR0cbrUl2NDQaDbq7uxkRolarBwlHaz9ntB2nQqEAh8OxCEewocIRgFXluwgEApSWliIxMdFqkppVKhU6OzsZIWJjY8PshPj4+JjFRH4kaNFhZ2eHlJQUs/h+nTt3DnfddRfeffddbNiwwSxFB6BbcvnmzZuxd+/eMZPLW1padLL0JlgHRHgQJkRvby9++OEH5OXl4dixYwgKCkJWVhZWr16NtLQ0g95stJuWU1NTjT6hoigKfX19jAiRyWRMAyabzbb6BszhaG9vR0VFBWbOnGmWq7jaYWoCgQByuXyQ25K9vb2ph6hX6N8IAKSlpVnkd5KiKGbHkRb7fn5+YLPZFnnOOjo6UF5ejqSkJPj7+5t6OAaBFvt0GZ1KpRrUnG5O50ylUqGoqAi2trZmIzouXryI1atX429/+xv+/Oc/m63oAHQTHo2NjYiPj4dCocCuXbuwbds2sFgsNDc3Y+nSpaiursamTZuwZ88eI4+eYEqI8CBMmv7+fhw5cgR5eXk4cuQIfHx8sGrVKqxevRqzZs3S6wVdKpWCx+MNsss1JRRFQSKRMCJEIpFMudyJlpYW1NXVITk5GX5+fqYezphQFMVkhdDnjHZb8vf3t/hzplAoBtWrm/o3og9GO2eW0Ojc3t6OyspKi/mN6AN6gYbevaLPGd2cbsqyP7VaDR6PBxsbG6SmpprFb+TKlSvIysrCG2+8gccff9zsRMf58+fB5XKZ/+/v74dcLoeLi8sgV6qioqJBDm1ffvkl1q9fD41Gg5CQEPj7+6OsrAxKpRLp6ek4c+aMxfcIEcYHER4EvTIwMICCggLk5eXhhx9+gIuLC7KyspCdnY1bb711Uiuvvb29KC4uRkBAAOLi4szuwgyAyZ0QCATo6+uDt7c3M6E198nReKEoCnV1dbh+/TrS0tIMYs9qDIa6LVlyVohMJmPSls0lg8AQ0OdMKBSit7eXaXQ2R4csOqwxJSUFvr6+ph6OyRgYGGB2Qnp7exk7bLo53VjXc7VajaKiIrBYLLMRHcXFxcjMzMSLL76Ip59+2izvbadPn8Ydd9wx5vMaGxsREREx6G8XLlzAjh07cOHCBUgkEkRERGDt2rXYvn27xV1jCZOHCA+CwZDJZDh+/Djy8vJw4MAB2NnZMTsht91227i23emGTHPpH9AFqVTKTGh7e3vh6enJTI4s3bdco9GgsrISXV1d4HA4VrNiRSc6CwQCdHd3W1RWCO0m5uvra3LjB2Oi7ZDV1dVlVinc165dQ01Njd7CGq0FhULBONF1dnbCycmJOWeGdKJTq9VMmW5aWppZiI6ysjIsX74cTz/9NJ5//vkp87slTF2I8CAYBaVSidOnTyMnJwf79++HWq1GZmYmsrOzsXDhwlF3AyorK9He3j5hu1xzQC6XMyJEe0IbEBBgdiu0Y6FWq3H16lXIZDKkpaVZ7YoVPTni8/mMcw8tQkw9oR1KX18feDwegoKCEBMTY1ZjMyba1sraDll0Crcx/11aWlpQX1+PtLQ0vTvuWRPaOUoikYixMKeb0/UlDmjRodFowOFwzEJ0VFZWYvny5di0aRNee+21Kfu7JUwtiPAgGB2VSoWff/4Z+/btw/79+yGRSJCZmQkul4vf/e53zG6AWq3GE088gYsXL+LEiRPw9vY28cj1w0jhdwEBAUYtOZgISqVyUJmCOTWLGpKRJrTmYPna09ODoqIihIeHIzIy0qy/P8aEdsiif2uA8Ryympqa0NjYaLCEeGuFtjCnz5lSqWR65iZjKEA7vKnVarMxW6ipqcHy5cvx0EMPYceOHeR3S5gyEOExCkeOHME777wDHo8HuVyOuLg4rF+/Hlu2bJlQ7fTFixexc+dOXLhwAf39/YiMjMTatWvxzDPPWO2q8Vio1WpcvHgRubm5yM/PR1dXF5YuXYrly5fjm2++QWVlJfLy8pCcnGzqoRoEOsOAntA6OTkhICDALFfVZTIZeDweXFxckJSUZBYrhqZguKwQU4VM0unX06dPR1hYmNHe19IYziFLHxPa4WhsbERzczM4HA48PDz0dtyphrahgFAoRH9/P7y9vZndEF3LVTUaDYqLi6FSqcDhcMxCdDQ0NGDZsmVYs2YN/v73v1ttLxaBMBxEeIzAzp078fzzzwMAoqKi4ObmhrKyMmg0GmRlZSE/P39cF4tvvvkGDz30ENRq9U3ODrNmzcLp06ctruRG32g0Gvz666/45ptv8PHHH0Mul2Px4sVYu3Ytli1bZvU3cbVazZT20KvqtAgxdQJ3f38/eDwe/Pz8EB8fT26Uv6EdMikQCIyaFSIQCFBWVmbW6dfmyEgOWfR5m6gJBEVRaGhoQGtrK9LT0+Hu7q7nkU9tpFIpkxXS3d0NNzc35pyNlHav0WhQUlICpVJpNqKjubkZy5Ytw6pVq/Cvf/2LXEsJUw4iPIbh4sWLmDdvHlgsFr7++musXbsWAFBSUoKlS5eCz+dj9+7d2LZtm07Ha2pqQnx8PORy+Yhe1lu2bMH7779vyI9lETQ1NWHFihWIiYnB9u3bcfjwYeTl5aGxsRGLFi0Cl8tFZmamySfihoZeVefz+RAKhbC1tR1U2mPMm1VPTw+Ki4sxbdo0REdHW/W/+2SgKApisZhJujdkVgidm2LNmRDGYqjbEu2QRbst6QLt8NbW1ob09HS4ubkZeNRTG6VSyYgQkUgER0fHQc3pNjY2jOigAzTNoSz0+vXrWLp0KRYvXoy9e/cS0UGYkhDhMQyZmZk4cuQINm7ciI8++mjQY99++y3uv/9++Pr6or29XaeL2ZYtW7Bnz54x0ztbW1sttnlaHxQWFiIzMxN33XUX/vnPfzKrxRRFoby8HDk5OcjLy0NVVRXuuOMOZGdnIzMzE76+vlY9GaZDuWgRQlEUI0IMnQxMu4nFxMQM8mYnjM5w+S76ygppbW1FbW3tlLdnNQRDHbJcXFzGNBSgKAo1NTXg8/lIT083e/cza2O4tHs/Pz9IJBJoNBpkZGSYhejo6OjA0qVLcdttt+GTTz6ZsqWqBAIRHkMQi8Vgs9lQKBS4dOkSZs+ePehxOj1XLBajoKAAS5YsGfV4FEUhJCQE7e3t+P7777FmzZqbnjNjxgxUVVXho48+wsaNG/X6eSyFw4cP495778Vrr72GrVu3jigk6Jt8bm4u8vLyUFJSgvnz54PL5SIrKwv+/v5WLUIoikJ3d7dRSnva2tpQWVmJxMTEKS2I9cHQrJCJWis3NjaiqamJOCUZgeEMBejfGr3rSFEUqqurIRQKkZ6ePuXLZU0NfX2srKyEVCoFi8Ua1MtjqnBQgUCA5cuXg8Ph4IsvvjCLki8CwVQQ4TGEM2fOYOHChXByckJfX9+wF4hFixbhxIkTeOONN/Dyyy+Perzm5mYmTOfatWsICQm56Tl/+tOf8Omnn2LDhg349NNP9fI5LAmKorB06VL86U9/GlaYjfa6hoYGpjH9119/xdy5c5GVlQUul4vg4GCrFyFisZhZVVcoFINKeyZ6c6MoCs3NzWhsbERKSgrJH9AzQ7NC3NzcmF6ekVbLtUt5OBwO6R8wMhqNZtCqOkVR8PPzg1wux8DAADIyMiw+m8ca0Gg0KCsrg0QiAYfDYUqy6EBXLy8vpjndWCJRJBIhMzMT8fHx+Pbbb81i94VAMCVEdg+htrYWABAWFjbixC0qKgonTpxgnqvL8RwdHUdsAI2Kihr03KkGi8VCQUHBuEUCi8VCdHQ0nn32WTzzzDNobW1FXl4e8vLy8NxzzyEjIwNcLhfZ2dkICwuzOhHCYrHg6ekJT09PxMTEoL+/H3w+Hw0NDSgvL2dW+thsts43O3pHqaOjA+np6Vbf0G8KnJycEBoaitDQ0EETo4aGhmGzQiiKQlVVFUQiETIyMkgpjwmwsbGBn58f/Pz8GIesyspKDAwMgMVioaamxiC9PATd0RYd6enpcHBwgKOjI9zc3BAZGckIfqFQiNraWsbGnM1mG8xBsLu7G1wuF9HR0fjmm29M/t3Qt1MngTARiPAYQnd3NwCMmhlBP0Y/V5fjjeb1P57jWSuTveizWCyEhYXhL3/5C5588km0t7cjPz8fubm5eOWVV5CcnIzs7GzmJmCNIsTd3R3u7u6YPn0649rT0tKCiooKnfoLNBoNysvL0dvbi1mzZpGyESNgb2+P4OBgBAcHQ6VSMUFqV65cYUp7JBIJpFIpWVU3EyiKwrVr1wAAt912G5RKJQQCAZqamlBeXg5vb29mQjtVbdKNDd0HqC06hjJU8NO/tebm5mHL6CZLb28vs/P+/fffm6zMi2Y4p86SkhI88cQTOH78+LidOgmEiUKExxBkMhkAjHqRoO0WpVKp0Y9HGBsWi4Xg4GBs2bIFmzdvhkgkYkTIm2++ifj4eEaExMfHW50IAQA3Nze4ubkhKiqK6S9oa2tDVVUVvLy8EBAQMGhipFKpcPXqVSgUCsyaNWvClqKEiWNnZ4eAgAAEBARAo9FAKBSiuroacrkc9vb2aGxsNIqhAGFkNBoNSktLMTAwgPT0dDg6OsLJyQnu7u6Ijo5mHLI6OjpQXV09IYcswvigRUdfXx8yMjJ0muDb29sjMDAQgYGBg8roSktLodFomHIsX1/fCZWs9vX14fe//z18fHyQm5tr8uvpxYsX8cILL8DGxmZYp86DBw/inXfe0dmpk0CYDER4DIGeiCkUihGfI5fLAUCn1Ud9H48wPuhwt40bN+KRRx5Bd3c3Dhw4gNzcXOzatQtRUVFMOVZCQoJVTuhcXFwQERGBiIgIyGQyCASCQRMjX19fCAQCODg4ICMjgzQ+mgEajQatra1wcnLCnDlzIJFIIBAIUFFRAbVaPaiXh7jjGAeNRoOrV69CJpONuKru4uKC8PBwhIeHQ6FQMD0hdXV1OjlkEcYHLTrEYvGI52QshpbR0ZbY9fX1KCsrYzJe2Gy2TgJCIpHg7rvvhpOTE/Lz881i1+utt94CRVF45JFHGNEBACkpKXjnnXdw//33Y+fOnXjyySdNXg5GsH7IDGMIupQ96VKONfR4PT09oChq2JvNeI5HmDgsFgs+Pj5Yv3491q9fj97eXhw6dAh5eXm44447EBISwoiQ1NRUqxQhTk5OCAsLQ1hYGORyOa5fv47GxkZoNBq4u7ujtbV11CZnguFRKpXg8Xiws7NjQs8cHR3h4+ODuLg4ZmJUV1eHsrIyg2WFEP6HWq1mdgTT09N1+nd2cHDAtGnTMG3atEEOWdpldKbI5bEWKIpCRUUFent7kZGRoZddhaF9cxKJBEKhkNkt9vT0ZETIcNdIqVSKe+65BxqNBocPHzaL66hYLMbx48cBAA8//PBNj999993YtGkTOjs7cerUqTGdOgmEyUKExxBiYmIAAC0tLVCpVMOu/jY0NAx6ri7Hk8vlaGtrG9bVajzHI+gPT09PPPDAA3jggQfQ19eHI0eOIC8vD8uXL4efnx9WrVqF1atXY9asWVY5MVAoFGhtbUVISAiioqKY1PT6+nq4uLgwTksjpQIT9I9cLgePx4OLiwuSkpJu+t5pT4ymT5/O7IQ0NzejvLyc6eXRdXWWMDZqtRrFxcVQq9UTDqKzs7MbsbSHoqhBpT1kB2tsKIpCZWUlenp6mJI3Q+Dq6gpXV1dEREQwGS/0DtaFCxfQ2dmJ1atXY/78+VAqlbjvvvswMDCAgoICs3GeKyoqgkKhgJOTEzgczk2P29vbY9asWThx4gQuXbpEhAfB4BDhMYS0tDTY29tDJpOBx+MNm+Px66+/AgDmzJkz5vHCwsIQGBiIjo4OnD9/fli72PPnz+t8PIJhcHd3xz333IN77rmHuXHk5uZi9erVcHNzQ1ZWFrKzs3HrrbdaxcSgu7sbxcXFCA8PR2RkJNMXQzc50yKkqakJjo6OjAjx8PAgIsRASKVSFBYWwsvLCzNnzhxT7LJYrEG9PFKpFAKBAO3t7czq7ESyQgj/Q6VSobi4GBRFMbtPk2VoaU9vby8EAgFqamoMmnZvLdCio6urCxkZGUYrZXJ0dBy0gyWRSPDFF19gzZo1cHR0hLOzM1xcXHDu3Dl4enoaZUy6oG+nTgJhsljfMu4k8fDwwKJFiwBg2EyNffv2QSwWw9fXFwsXLhzzeCwWC6tXrx7xeBcuXEBVVRXs7e2RlZU1ucET9IKLiwtWr16Nr7/+Gh0dHfjwww8hlUqxdu1axMTE4Mknn8SpU6egVCpNPdQJIRAIUFRUhJiYGERFRd0kJOjV2ZSUFCxcuBCxsbGMEP/5559RXV2N7u5ukAgg/dHf349ff/0Vfn5+E+41cnZ2Rnh4OGbNmoX58+cjMDAQIpEI58+fxy+//IKGhgb09/eT86YjKpUKRUVFYLFYehMdQ2GxWPDy8kJsbCzmzZuH2bNnw83NDc3NzThz5gwKCwvR2trKmJRMdWhraWOLjqHY2dmBy+UiLy8PDQ0NiI6OhlQqhUQiQWxsLNauXYvvv/8eYrHYJOPTRt9OnQTCZCHCYxhefPFFsFgsfPLJJ/juu++Yv5eUlGDr1q0AgGeffXZQI9u7776LiIgI3HvvvTcd75lnnoGDgwN+/PFH7N69m7nxNzc3Y8OGDQBuhAgGBgYa8mMRJoCTkxNWrlyJzz//HB0dHfjyyy/BYrGwYcMGREdHY/Pmzfjxxx9HNQ8wJ65du4aysjIkJiZi2rRpYz7f1tYW/v7+SEpKwoIFCxAfHw+VSoWSkhKcPXsWlZWV6OzshEajMcLorROxWIwrV64gODgYcXFxetlRcnR0RGhoKNLT07FgwQKEhYVBLBbj0qVLuHDhAmpra9Hb20tEyAjQfTa2trZITU01yi4nbYkdHR2NW265BfPmzYOfnx86Ojrw888/4/Lly2hsbIREIjH4WMwROiVeJBIhPT3dLJq2VSoVtmzZgoGBAVRWVuLatWs4efIkpk+fjr/+9a/w8/PDsmXL8OGHH6Kzs9MkYyTOmgRzgySXj8Bf//pXvPTSSwD+53ldVlYGjUaDzMxMHDhwYNDN6LXXXsPrr7+OBQsW4PTp0zcd78svv8T69euh0WgQEhICf39/lJWVQalUIj09HWfOnDGLRjSCbqhUKpw7dw45OTnYv38/BgYGsGLFCnC5XCxatMgsboraUBSFxsZGNDc3IzU1ddJGBhqNBt3d3RAIBBAIBEydur+/P3x9fa2yJ8YQ0CVvkZGRiIiIMPj7qdVqpslZJBLBzs6OOW/e3t6kjA43ep94PB4cHR2RnJxsFqWVCoWCCZrs6upigibZbPaUKH+kg00FAoHZ5Nmo1Wr8+c9/Bo/Hw6lTp4ZdOKyvr8eBAwewf/9+/Otf/0JqaqrRx7l79248++yzmDNnDn755Zdhn7N9+3bs2rULK1euxKFDh4w8QsJUgwiPUfjhhx/wj3/8A4WFhVAqlYiJicH69evx2GOP3XQzGkt4ADfKqnbs2IELFy5AIpEgIiICa9euxfbt281uokrQHbVajQsXLiA3Nxf5+fno6enB0qVLkZ2djSVLlpg8iI9eKeTz+eBwOHpveqSTnGkRolKp4Ofnh4CAANIsOwoikQhXr15FbGysTrtP+ka7yVkgEAAA0xMyVbNCFAoFCgsLR2zuNwe0gyZFIhGzK2mtDlnmKjqeeOIJ/Pzzzzh9+vSwpjHmwieffIJHHnkEsbGxqK6uHvY5GzduxMcff4x169bhyy+/NPIICVMNIjwIBD2i0Whw+fJlRoR0dHRg8eLFyM7OxrJly4zudKLRaFBWVoa+vj5wOByD37S1ffD5fD7TLBsQEAA/Pz+SEfIbfD4fZWVlSEhIMIsSy5HE41TKCpHL5SgsLISbmxsSExMtYgKvLR6FQiEoimLOmzWIfoqiUFtbi46ODmRkZJh8EQe48W++detWHD9+HKdOnUJ4eLiphzQqZ86cwcKFC+Hk5IS+vr5hr8GLFi3CiRMn8MYbb+Dll182wSgJUwkiPAgEA6HRaFBcXIycnBzk5eWhubkZixYtApfLxYoVK+Dp6WnQEgm6F0OlUiEtLW1C4VqTgaIo9Pf3MyJEKpXCx8eHSU2fqo49169fR3V1NZKSksBms009nJvQFo8CgQAymQy+vr5MaY81njeZTIbCwkJ4enrq5Chmjmg7ZAkEAkb001a9lnbeKIpCXV0d2tvbzUp0PPfcczh48CBOnz6NqKgoUw9pTMRiMfz8/KBUKnHp0qVhnTr9/PwgFotRUFBA7HQJBocIDwLBCFAUhbKyMuTk5CA/Px/V1dW44447wOVysXLlSvj4+OhVhMjlchQVFcHBwQHJyclmsdNAZ07w+Xz09/fD29ubESFTJXOiubkZDQ0NSElJgY+Pj6mHoxO0eBQIBMx5o0t7rOG80TbG3t7emDlzplX0S1AUxfzehp43Nptt9qW9FEWhvr4e169fR0ZGhln0P2o0Grzyyiv4/vvvcerUKcTGxpp6SDqzYsUKHD16FBs3bsRHH3006LFvv/0W999/P3x9fdHW1mb0BSrC1IMIDwLByNA9F7m5ucjLy8PVq1cxf/58ZGdnY9WqVfD395/U5GdgYAA8Hg+enp4TtmY1NHTmBJ/Ph1gshqenJ5MVYu6ToolAURQaGhrQ2tqKtLQ0s/L5Hw/0eRMIBOjt7YWHhwcjQsxhRXq8DAwMoLCwEH5+foiPj7cK0TEcUqmUaU7v6emBu7s7c97MYVI/lPr6ely7ds1sRAdFUXjrrbfw+eef49SpU5gxY4aphzQuzp8/j/nz54PFYuHrr7/G2rVrAdxw6ly6dCn4fD7+9re/4dlnn9XpeBRFYfHixbC1tUVBQcGgx/bs2YPnn38epaWlCAsL0/tnIVg+RHgQCCaEnpDSIuTKlSuYO3cuuFwusrKyEBwcPK7JkFgsRlFREQIDAxEbG2sREymZTAahUAg+n4+enh6Ln8wOhW6O7ejoQHp6Otzc3Ew9JL1AJznTTktubm6DJrPm/t2TSCQoLCxEQECAxfxW9MFwDlm0s5k5OGTRosNcfisURWHXrl3Ys2cPTp48iaSkJFMPaUKM16lzLFpbW5GUlIS//e1vePTRRwEAjY2NSE5OxnvvvYc//vGPhvgYBCuACA8CwUygKAotLS3Iy8tDXl4eLl68iFmzZoHL5YLL5SIsLGzUSYFIJEJpaanRrFkNgUKhYFbUh05mzWESMl40Gg0qKyvR3d0NDodjFUJqOJRK5SCbXicnJ+a8mcNkdij9/f0oLCxEcHAwpk+fbnbjMxYjOWSx2Wx4e3sbfbe0oaEBLS0tyMjIMIvfO0VRePfdd/H//t//w4kTJ5CWlmbqIU2K8Th16sIXX3yBxx57DFevXkVERAR+97vfwcPDA/v379f/4AlWAxEeBIIZQlEU2trakJ+fj9zcXPz8889ISUlBdnY2uFzuTYnjn376KT766CPk5eWZxJrVECiVSmZltrOzk8kuCAgIgJubm9lPFjUaDUpLSyGRSMDhcKyyhGw41Go1M5kVCoVmZ/dKi46QkBBER0eb/ffIWNAOWfRvTqPRDMrmMbRDFp0zlJ6ebnT3v+GgKAoffPABduzYgYKCgpuasgk3yM7ORk9PD/7whz/gzTffRFlZGfz9/U09LIIZQ4QHYVIcOXIE77zzDng8HuRyOeLi4rB+/Xps2bJlXBOMoqIi5Ofn48yZMygvL0dvby+8vb2Rnp6OjRs3YvXq1Qb8FOYNRVEQCATYv38/cnNzcfr0acyYMYMRIfn5+fh//+//Yc+ePVizZo2ph2sQVCrVoBV1BwcHRoSY44q6Wq1GSUkJlEqlSRzFzIXh7F5NGTQpFovB4/EQFhZmEY5EpmI4hyxDOps1NTWhqanJrETHxx9/jFdffRVHjx7F3LlzTT0ks0UgECAxMRGdnZ3IycmZ0vdqgm4Q4UGYMDt37sTzzz8P4Oaa0aysLOTn5+s0saivr8f06dOZ/4+MjISPjw8aGhrQ3d0NAHjooYfw2WefmXy11NRQFIWuri4cOHAAubm5KCgoAEVRWLNmDZ566imLtQIdD6OtqJtD+rZSqURxcTFYLBZSU1PNwlHMHBiaFULbeNJBk4b+d+rt7QWPx7PoUkRTMJJDFi0gJ7uT19zcjMbGRrMSHV988QWee+45/PDDD7j99ttNPSSz56WXXsL+/ftRVlZm6qEQLAAiPAgT4uLFi5g3b96oLhm7d+/Gtm3bxjxWXV0dbr/9dvzlL3/BunXrEBQUBODGaumePXvwxBNPgKIovPfee3jssccM+rksBZVKhU2bNuHo0aN47LHHcOnSJRQUFCAkJATZ2dnIzs5GSkqK1YuQoenbLBYLbDYbAQEBJqlRVygU4PF4cHR0RHJyssUHuBkKiqLQ19fHnDepVMqsqPv5+el9h6inpwdFRUWIiooy+8A3c0efDlm0vXR6ejo8PDwMNGLdoSgK3377LbZu3YoDBw7gzjvvNPWQLILXXnsN+/fvR3FxsamHQrAAiPAgTIjMzEwcOXJkTF/w9vb2MbflZTIZNBrNiI23mzZtwocffojk5GSUlJTo7TNYKlKpFPfddx9qampQUFDA9HT09fXhyJEjyM3NxdGjR+Hn54esrCysXr0aGRkZU0KEaK+oq9VqRoT4+PgYXATQIXTu7u4Wk3xtLvT39zOT2b6+Pr1mTnR3d6OoqAgxMTEIDQ3V04gJwM0OWeMxFWhpaUF9fT04HI5Z2EtTFIV9+/bhscceQ05ODpYtW2bqIVkMRHgQxgMRHoRxIxaLwWazoVAojJKEmp+fj9///vdwcnKCVCqd1LEsnZ6eHmRlZUGtVuPQoUMjhtANDAzg2LFjyM3NxeHDh+Hu7o6srCxkZ2fjlltusfqVeO0adT6fP6isx8/PT++fXyKRgMfjwdfXFzNmzDB5uZclQ6+o8/n8SWeFdHZ2oqSkBLGxsVZjumCuDOeQRZdjDd19bG1tRV1dndmIDgDYv38/Nm7ciP/7v//DypUrTT0ci4IID8J4IMXHhHFTVFQEhUIBJycncDicmx63t7fHrFmzcOLECVy6dGnSwkMmkwEAnJ2dJ3Uca2Djxo3w9PTE999/P+okzMXFBb///e/x+9//HjKZDD/99BNyc3Nxzz33wNHREatWrUJ2djbmzZun90ZRc4DFYsHLywteXl6IiYlhynrq6upQVlYGPz8/pqxnsp+/r68PPB4PQUFBiImJIaJjkjg7OyMsLAxhYWGDskLq6urg6uo6yF55LHvpq1evIj4+HsHBwUb8BFMTOzs7BAQEICAgABqNBt3d3RAIBEzfHy1CpFIpGhoazCpI84cffsAjjzyCr7/+mogOAsHAkB0Pwrj55JNP8MgjjyA2NhbV1dXDPmfjxo34+OOPsW7dOnz55ZeTer/Vq1dj//79WLlyJQ4dOjSpY1k6AoEAPj4+E27EVSgUOHXqFHJycnDgwAFQFIXMzEysXr0aCxYssHr3JbpRls/nQyAQQCKRDHLrGe/np3sHIiIiEBERQUSHARmaFeLo6Mik3Q8t6xEKhbh69SoSEhIQGBhowlET6N1HoVCItrY2KBQKeHl5ISQkxCAOWeOloKAA69atw6effop77rnHpGMhEKYCZMeDMG5opylvb+8Rn0M/Rj93ovz4449MGNEzzzwzqWNZA5P1R3dwcMDSpUuxdOlS7N27F2fPnkVOTg42bdoEqVSKzMxMZGdn484777TK3AkWiwU3Nze4ubkhOjoaAwMD4PP5uHbtGiorK5neAn9/fzg6Oo56LLqMZ/r06QgLCzPSJ5i62NvbIygoCEFBQYOczXg83iBnM6VSibKyMiQmJiIgIMDUw57y0LuPEokEKpUKCQkJkMlkaGlpQUVFhV4dssbLqVOnsG7dOnz44YdWa0VOIJgbRHgQxg1d+jTa6jA9aZtMT0ZLSwvuv/9+AMDmzZuJraGesbOzw5133ok777wT7733Hs6fP4/c3Fxs3boVvb29WLZsGbKzs7F48WKrTdx2cXFBZGQkIiMjIZVKIRAI0NHRgerqanh6ejKT2aFlfgKBAKWlpZgxYwYp4zEB2kJDu6ynpKQEKpUKPj4+sLGxgVqttvp+Jkugra0N1dXV4HA4zKJUVFTUIIesmpoaxiGLzWbD1dXVoDuI586dw7333ot//etfuP/++026W3n69GlcvHgRly9fxuXLl9HW1gbgRi/MWL1JGo0G77//Pj7//HPU1NTA0dERHA4HTz/9NJYvX26M4RMI44IID8K4oVelFArFiM+Ry+UAJt6X0dXVheXLl0MkEmHhwoV45513JnQcgm7Y2tri9ttvx+23345//OMfuHz5MnJycvDSSy/hkUcewZIlS5CdnY2lS5eahde+IXB2dkZ4eDjCw8Mhl8sZd6za2tpBlqG9vb2orKxEUlISSeg1A2xsbODr6wu5XI62tjbExMRALpejqqqKMRWg+3lIporxaWtrQ1VVFVJTU2/aJdfu51EoFEwpXUNDw7gcssbLxYsXcffdd2PXrl1Yv369yUsks7Oz0dvbO+7XqdVqcLlcHD58GDY2NkhMTERfXx9OnDiBEydO6GxpTyAYE3IVJowbXcqodCnHGon+/n6sWLECFRUVSE9Px8GDB8cseyHoDxsbG9xyyy245ZZbsGvXLhQVFSEnJwd//etf8eijj2LRokXIzs7GihUrzDI1XB84OjoiNDQUoaGhgyxD6+vrQVEUgoKC4OLiAoqirPLzWxrXr19HdXU1UlNT4evrCwCIjY1lTAUaGhpQXl4OHx+fCffzEMZPe3s7qqqqkJKSMqIDH42DgwOCg4MRHBwMtVoNkUgEoVDIlNKN5JA1Xn799Vf84Q9/wFtvvYU///nPZvH7TUhIQGxsLGbPno3Zs2cjIyNDp9ft3r0bhw8fRkBAAAoKCpCSkgLghqX9unXr8Oyzz2LBggWYNWuWIYdPIIwL0lxOGDdnzpzBwoUL4eTkhL6+vmFXERctWoQTJ07gjTfewMsvv6zzseVyOVasWIGTJ09i5syZOHPmDPz8/PQ5fMIEoSgKZWVl2LdvH/Lz81FTU4M777wTXC4XmZmZ8PHxMYubuCGgKApNTU1obGxEeHg4+vv7IRKJmFXZgIAAuLu7W+3nN2daW1tRW1uL1NTUUSe32unb+s4KIdxMe3s7KisrkZKSwojBiaBdSicQCBiHLDabPW5r7KKiIqxcuRIvvvginn76abP9vdLjGq3USqFQIDAwEN3d3fj222+ZEF8a2uAlKysLBw4cMPiYCQRdIcKDMG7EYjH8/PygVCr1muOhUqnwhz/8AQcPHkRUVBTOnTtH6ufNFIqiUFVVhZycHOTn56OsrAzz589HdnY2Vq1aBTabbbY39fFCURTq6urQ1tYGDofDlJrRq7ICgQBCoRD29vaMCPH09LSaz2/O0CF0aWlp8PLy0vl1Q9O3J5MVQriZjo4OVFRUTFp0DIWiKIjFYkaEyGQynRPvS0tLsWLFCjz99NN4/vnnzfr3qYvwKCgowLJly+Dh4QGRSHSTO9ilS5dwyy23wNHREUKh0GpLZAmWBxEehAmxYsUKHD16dMzk8ra2Np1KGiiKwrp16/DNN98gODgYP//8MyIjIw01fIIeoSgK9fX1yM3NRV5eHng8Hm699VZkZ2cjKysLQUFBZn2THw2KolBZWYnOzk5wOBy4uroO+zy1Wo2uri5mQqTd/Ozl5UVSzA0AvQM12RA67VK6zs7OcWWFEG6Gz+ejvLwcycnJBt+tHpp47+XlBXt7e7i4uCAmJoZ5XkVFBVasWIHNmzfj1VdfNftzqovweP311/Haa69h0aJF+Omnn256XKVSwd3dHTKZDGfPnsX8+fMNOmYCQVfI3ZAwIV588UWwWCx88skn+O6775i/l5SUYOvWrQCAZ599dpDoePfddxEREYF77733puM9+eST+Oabb+Dn54fjx48T0WFBsFgsTJ8+Hdu3b8cvv/yCuro6ZGdnIy8vD/Hx8Vi8eDHee+89tLS0wJLWOTQaDcrKytDd3Y2MjIwRRQcApgY9ISEBCxYsQEJCAjQaDUpLS3H27FlUVFRAJBJBo9EY8RNYLw0NDWhqakJ6evqkQ+gcHBwQEhKCtLQ0LFiwABEREejv78fly5dx/vx51NTUoKenx6K+u6aCDgxMSkoySomsm5sbIiMjMWfOHNx2223w9/dHQUEB0tPTkZaWhueeew75+flYuXIlHn74YYsQHbpSW1sL4IY72HDY2dkhNDR00HMJBHOANJcTJsS8efPw5ptv4qWXXsJ9992Hl156CW5ubkxKbWZmJp5++ulBr+np6UFzczMiIiIG/f3ixYt47733ANxwOXnkkUdGfN+ff/5Z75+FoD9YLBbCw8OxdetWPPXUU2hra0NeXh7y8vLw0ksvITU1FdnZ2eByuYiMjDTbSYBarcbVq1chk8mQkZExLnMD2mXJ19cXFEWhp6cHfD4fFRUVUKvVTJOsr68vsXodJ/Tu2rVr15Cenq738pGRskKKiopgY2PD7IRMtsHZGqEtppOTk8Fms43+/k5OTggLC8Ozzz6LBx98EDk5Odi3bx/ee+89eHt7Q61WM6XB1nDujJmnRSDoEyI8CBPmxRdfREpKCv7xj3+gsLAQHR0dSEpKwvr16/HYY4/pPKmirXeBG1vLra2thhoywYiwWCyEhITg8ccfx2OPPQY+n4/9+/cjLy8Pr7/+OmbOnAkul4vs7GzExsaajQhRqVQoLi6GRqNBRkbGpJKVWSwWvL294e3tjbi4OIjFYvD5fNTU1EChUBCr13Gg3WuTkZEBNzc3g77fSFkhZWVloCiKaXAmAvJGUnxpaSmSkpJMIjqGEhgYiJUrV+KDDz7Axo0bsWTJEhw4cADLly+Hs7MzuFwuVq9ejYULF1qsu5mx8rQIBH1DejwIBIJRoSgKXV1dOHDgAHJzc3H8+HHExMQgKysLq1evxowZM0y2IqlQKFBUVAQ7OzukpqYabEJJURT6+/vB5/MhEAgglUqZJlk2mz0psWONUBSFmpoa8Pl8pKenj1r2Zoyx9Pb2Mv08U11A0qIjISHBbJLir1+/jiVLlmDJkiXYu3cvcz1RKpU4c+YM8vPzsX//fkgkErzzzjvYsGHDhN7n2WefxcGDB8f9us8//xy33nrriI/r0uORmZmJI0eOYPv27di5c+ewz5kzZw4uX76Mv//97zdVIBAIpmJqXSEJBILJYbFY8PX1xYYNG7B+/Xr09vbi4MGDyMvLw7vvvotp06YxK5LJyclGEyEymQw8Hg+urq5ISkoy6PuyWCy4u7vD3d0d06dPR39/PwQCAVpaWlBRUcHkTfj7+1vsiqy+oB3URCIRMjIyTO46xWKx4OXlBS8vL8TExDDnrrGxEWVlZYMEpLWfO5FIZHaio6OjAytWrMDChQuxZ8+eQb9je3t7LFq0CIsWLcJ7772HK1euwMPDY8LvRSeyjxeJRDLh96QxdJ4WgWAoyI4HgUAwG/r6+nD48GHk5ubi6NGjYLPZTDlWRkaGwcSAVCpFYWEhvLy8MHPmTJPWgA8MDDCr6WKxGF5eXowImWp5E7SrWFdXF9LT0+Hs7GzqIY3K0KwQaz53nZ2dKCkpwcyZMxEYGGjq4QC40WeyfPlycDgcfPnllxZbAqcvVys3NzfI5XLiakUwK4jwIBAIZolEIsGxY8eQm5uLw4cPw9PTE1lZWeByubjlllv0Nqno7+8Hj8eDv78/4uLizKbXBLixC0NPZLXzJgICAsx+Ej5ZKIpCeXk5ent7kZ6ebnET96Hnzt3dnREhpiwV0we06JgxYwaCgoJMPRwAN3ZfMjMzMWPGDHz77bcWXfKmi/A4duwYli9fPmaOh4ODA0QiEcnxIJgNRHgQCASzRyqV4qeffkJeXh4OHjwIR0dHZGVlITs7G/PmzZvwJEMsFoPH42HatGmIjo42K9ExFIVCwUxku7q64ObmhoCAAKuYyA5Fo9GgvLwcfX19SE9PH5ermDkyNCvExcWFEZCWlhXS1dWF4uJisxId3d3dWLlyJcLDw/Hf//7X4kvcdBEecrkcQUFBYyaXr1q1akJ9KASCoSDCg0AgWBQKhQInT55Ebm4u9u/fDxaLhczMTKxevRq33367zpOO7u5uFBcXIzIy8iaLZ3NHqVRCKBSCz+ejq6sLzs7OjAixtInsUOj8k4GBAaSnp1v8JHIoKpWKSbwXiURwcHBgdkLMPfGeFh3x8fEIDg429XAAAL29vVi1ahUCAgKQl5dn8SIV0E14AMDbb7+NF198EYGBgTh27BhSUlIA3AjxXbduHSiKwsWLFzFnzhyjjJtA0AUiPAgEgsWiUqlw9uxZ7Nu3D/v374dcLkdmZiays7Nxxx13jFiec/z4cVAUhRkzZox6Y7cE6Iksn8+HSCSCo6MjI0I8PDzMeiI7FI1Gg5KSEsjlcnA4HKsTHUPRTrwXCoVgsVhmmxXS3d2NoqIixMXFISQkxNTDAXCjJ4zL5cLDwwMHDx60uHI8mscff3xQEG9nZycADPoOzJs3DwcOHBj0OpVKhVWrVuHYsWOwsbFBYmIi+vv70dDQAADYsWMHnnvuOSN9CgJBN4jwIBAIVoFarcb58+eRk5OD/Px8iMViLF++HNnZ2Vi0aBHjhvTpp5/imWeewddff40VK1aYeNT6hQ69o0WInZ0dM5H18vIyaxGiVqtRUlICpVIJDocz5SyFNRoNenp6mHI6cwqb7OnpAY/HMyvRIZFI8Pvf/x52dnb44YcfLLrc8I9//CO++OKLUZ+zYMECnD59+qa/q9VqvP/++/j8889RW1sLe3t7pKenY+vWrcjMzDTQiAmEiUOEB4FgBI4cOYJ33nkHPB4PcrkccXFxWL9+PbZs2TLpVc1PPvmESXt/+OGH8cknn+hjyBaNRqPBpUuXGBEiEAiwdOlS2NvbY//+/fjwww+xZs0aUw/ToGg0GiZ529xX09VqNYqLi6FWq8HhcCy6MVgfDM0Kkcvlg7JCjCnKenp6UFRUhJiYGLPZHZRKpbjrrrugUqlw9OhRg4dJEggE/UGEB4FgYHbu3Innn38eABAVFQU3NzeUlZVBo9EgKysL+fn5E54ECoVCxMfHo6urCwARHsOh0WjA4/Hw7LPP4syZM7Czs8PSpUvB5XKxYsUKiytHmgjaydsCgYBJ3qZX000pQuikeIqikJaWNuVFx1DosEn63EkkEqPlvPT29oLH42H69OkIDQ012PuMB5lMhnvvvRd9fX04duwYPD09TT0kAoEwDsxnyYtAsEIuXryIF154ATY2Nvj2229RX1+PkpIS8Hg8BAQE4ODBg3jnnXcmfPynnnoKPT09ZEt9FFgsFg4ePIirV6/il19+wa+//orU1FT84x//QEREBO666y58+eWX6OrqgrWuw9jY2MDX1xczZszA7bffjpSUFNjZ2aGqqgpnzpxBaWkp+Hw+1Gq1UcelVCrB4/HAYrHITscI0GGT0dHRuPXWWzF37lz4+Pigra0NZ8+exZUrV9DS0gKZTKbX9zVH0SGXy7Fu3Tp0dXXhyJEjRHQQCBYI2fEgEAxIZmYmjhw5go0bN+Kjjz4a9Ni3336L+++/H76+vmhvbx93+cTx48exePFibNq0Cf7+/nj99dfJjscQNBoNnnrqKeTk5OCnn37CzJkzmcfoROycnBzk5eWhvLwct99+O7Kzs7Fq1Sr4+flZ/U4IRVEQi8XMarpMJmNKethstkGFAC067O3tkZKSYrFhb6ZEJpMxNr3d3d16ywoRi8UoLCxEdHQ0wsLC9DjiiaNUKvHggw+iubkZJ06cgK+vr6mHRCAQJgARHgSCgRCLxWCz2VAoFLh06RJmz5496HGlUgk/Pz+IxWIUFBRgyZIlOh9bJpMhKSkJYrEY1dXVePfdd4nwGIJKpcIjjzyCs2fP4vjx44iMjBzxuRRFob6+nhEhRUVFmDt3LrKzs5GVlYXAwMApIUKGlvT4+voiICAAbDZbr30FCoUCPB4PTk5OSE5ONqt+E0tFoVAw7ma0xTItQtzd3XX+/tKiIyoqCuHh4QYetW6oVCo8/PDDqKysxMmTJ+Hv72/qIREIhAlCrvYEgoEoKiqCQqGAk5MTOBzOTY/b29tj1qxZAG6kzI6Ht956C3V1ddi9eze8vLz0MVyro7GxEbW1tfj5559HFR3AjXKW6dOn47nnnsOlS5dQW1uLrKws5OTkIC4uDkuWLMH777+P1tZWqy3HGlrSc+utt8LLywstLS04c+YMCgsLce3aNcjl8km9j0KhQGFhIZydnYno0CMODg4IDg5GWloaFixYgKioKAwMDODKlSv4+eefUV1dje7u7lG/v319feDxeIiMjDQb0aFWq7Fp0yaUlZXh+PHjRHQQCBYOKaglEAxEbW0tACAsLGzEkpWoqCicOHGCea4uVFZWYvfu3Zg/fz4efPBBvYzVGomJicG5c+fGvVPBYrEQERGBp59+Glu3bsX169eRl5eHvLw8vPjii0hLSwOXywWXy0VkZKTV7oS4uroiMjISkZGRkEqlEAgEaGtrQ1VVFTw9PZmskPFkJ8jlchQWFsLd3R0JCQlEdBgIOzs7BAYGIjAwcFBWSElJCVgsFthsNgICAga5m/X19aGwsBDh4eFmE6ipVqvx+OOP4/Llyzh9+jQCAwNNPSQCgTBJiPAgEAxEd3c3gBshUCNBP0Y/dywoisKjjz4KjUaDPXv2TH6QVs5kRQGLxcK0adPwxBNP4PHHHwefz0d+fj7y8vLw2muvITExkREhsbGxVitCnJ2dER4ejvDwcKavgM/no6amBu7u7owIobNShkMmk6GwsBCenp5ISEiw2n8rc8PW1hZsNhtsNntQVkh5eTmTFeLu7o6GhgZERESMuTtoLDQaDbZu3YqzZ8/i1KlTZpMfQiAQJgcRHgSCgaBdZkazu3R0dARww5deFz799FOcO3cO27ZtQ2Ji4uQHSdAZFouFwMBAbNq0CX/+85/R2dmJAwcOIDc3Fzt27EBMTAy4XC5Wr16NGTNmWO3E2snJCaGhoQgNDYVCoWB6Qurq6uDq6sqIEO1sBalUisLCQvj4+Fj1v425Y2NjAx8fH/j4+CAuLg5isRjXrl1DTU0NWCwWxGIx2tvbjZ4VMhSNRoPt27ejoKAAp0+fNpuyLwKBMHmI8CAQDARdgqJQKEZ8Dl0v7+zsPObxhEIhtm/fjmnTpuHVV1/VzyAJE4LFYsHPzw8PP/wwNmzYgN7eXhw8eBC5ubl45513EBYWxoiQpKQkqy0pcnBwwLRp0zBt2jQolUrGYamxsZFpbvbw8EBVVRXYbDbi4+OJ6DATWCwW7OzsIBKJEBkZicDAQPD5fDQ1NaG8vJzJCmGz2cwCiTHQaDR4+eWXsX//fpw+fRpRUVFGe28CgWB4iPAgEAyELmVUupRj0Tz77LPo6urCRx99RJJ6zQgWiwUvLy88+OCDePDBByEWi3H48GHk5uZi8eLF8Pf3B5fLRXZ2NtLT061WhNjb2yM4OBjBwcFQqVQQiURoa2tDY2Mj7OzsYGtri97eXnh6ehLxYQZIJBJcuXIFISEhiI6OBovFgpubG6KjozEwMHBTTw/tkKXLIslEoSgKb731Fr777jucOnUKMTExBnuvsejr68OBAwdw7NgxXL58Ga2trWCxWIiMjMSKFSuwdetWBAUFjfh6jUaD999/H59//jlqamrg6OgIDoeDp59+GsuXLzfiJyEQzAtip0sgGIgzZ85g4cKFcHJyQl9f37AN5osWLcKJEyfwxhtv4OWXXx71eKmpqSgpKUFAQMBNj/X390MikcDZ2RkeHh4AgI6ODv18EMKEkUgkOHr0KPLy8nD48GF4eXkhKysLXC4Xc+bMsersiv7+fhQWFiIwMBDe3t4QCAQQCoWwtbVlJrHe3t5EhJgAWnQEBwdj+vTpo56DoVkhbm5ujMWyPhdAKIrC3/72N+zduxcnT55EUlKS3o49EdatW4evv/4aABi3N4lEgoaGBqjVavj6+uLo0aOMM6E2arUaXC4Xhw8fho2NDRITE9HX14fGxkYAwO7du7Ft2zajfh4CwVwgwoNAMBBisRh+fn5QKpV6yfGghYeukJ+2eSGVSvHjjz8iLy8Phw4dgpOTE1atWoXVq1dj7ty5VpXaTTskhYaGIioqipnYajQaxmFJIBCM6LBEMBy0xW5QUNCYomMo2uV0nZ2dE84KGQpFUXj33Xfxzjvv4MSJE0hNTZ3QcfTJunXr0N/fj8ceewwLFixgfp/19fW47777cPnyZYSGhqK6uvqmXaCdO3fi+eefR0BAAAoKCpCSkgLgRmjsunXrQFEULl26NKxoIRCsHSI8CAQDsmLFChw9enTM5PK2trZRm9DH4rXXXiMBghaEQqHA8ePHkZeXhwMHDoDFYmHlypVYvXo15s+fP6nvgqkRi8Xg8XgICwsbtT5f22FJIBAwDksBAQHw8fGx6t0gU0GLjsDAQMTExExqt0mlUqGzs5PZybK3t2dEiJeXl87HpigKH3zwAXbs2IEff/zRbCbjXV1d8PHxGfax1tZWTJ8+HQqFAnl5eVi9ejXzmEKhQGBgILq7u/Htt99i7dq1g167ceNGfPzxx8jKysKBAwcM+hkIBHOELC8RCAbkxRdfBIvFwieffILvvvuO+XtJSQm2bt0K4EbvhvZE891330VERATuvfdeo4+XYBwcHBywYsUKfPLJJ2hra8N3330HBwcHbNy4EVFRUfjzn/+MY8eOTTqsz9j09vaisLAQERERYzYF0w5L8fHxmD9/PtLS0uDg4ICqqiqcOXMGV69eBZ/Ph1qtNtLorRvaWSwgIGDSogO4kRUSEBCApKQkLFy4EPHx8VCpVCgpKcHZs2dRUVEBkUgEjUYz4jEoisLHH3+Mv/71rzh8+LDZiA4AI4oOAAgNDUV8fDwAoKamZtBjp06dQnd3Nzw8PHDXXXfd9NqHH34YAFBQUIC+vj49jphAsAyI8CAQDMi8efPw5ptvQqPR4L777kN0dDRSUlLA4XDA5/ORmZmJp59+etBrenp60NzcTHo0pgj29vb43e9+hw8//BDXrl1Dfn4+PD098eSTTyIyMhIPP/wwDh06pLPlsqno6ekBj8dDdHT0uAPo6Ab92NhY3HbbbcjIyICLiwvq6upw+vRpFBcXo729HUql0jCDt3KkUimuXLkCNpttkLwZGxsbsNlsJCQk4Pbbb2ec3CoqKnDmzBmUlpbi4sWLEIvFzGsoisIXX3yBV155BYcOHcLcuXP1OiZDQ9ulDy2z+uWXXwAAs2fPHtaSOD09HU5OTpDL5SguLjb4OAkEc4MIDwLBwLz44os4dOgQ7rzzTnR2dqKurg5JSUl49913ceDAAVJSQmCwtbXFggUL8N5776G5uRlHjhxBUFAQnn/+eURERODBBx9Ebm4u+vv7TT3UQXR1dYHH42H69OkICwub1LFYLBY8PDwwffp0zJ07F3PmzIG7uzuamppw5swZ8Hg8XL9+fVSbasL/oHc62Gw24uLiDN7MP3Qni8PhwMnJCa+99hrCw8OxfPly7NmzBx9++CG2b9+OAwcO4PbbbzfomPRNSUkJs9Mxb968QY/V1tYCwIg7fnZ2dggNDR30XAJhKkF6PAgEAsHM0Wg0KCwsRG5uLvLy8nDt2jUsXrwYXC4Xy5cvh6enp8nG1tnZiZKSEsTFxRk8XXpgYAB8Ph8CgQB9fX3w9vZm+gqMmTVhKchkMly5cgW+vr4mz1DRaDQoKirCf//7X+zbtw98Ph8cDgePPPIIsrOzERgYaLKxjQe1Wo077rgD586dw5133okTJ04MejwzMxNHjhzB9u3bsXPnzmGPMWfOHFy+fBl///vfb9rxJhCsHbLjQSAQCGaOjY0NZs2ahZ07d6KqqgoXL15EcnIy/t//+3+IjIzEXXfdha+++gpdXV1GdTMTiUQoKSnBjBkzDC46AMDFxQWRkZGYM2cO5s2bBzabjY6ODpw7dw6//vormpubzb4kzVjQooPefTC1bbGNjQ3S09Nxyy23oK+vD//+97/xwAMP4JtvvsG0adNw22234Z133mEsZ82VF154AefOnYO7uzv+/e9/3/Q4XYI1mkEELZLJd5UwFbEe/0YCgUCYAtjY2CAlJQUpKSl44403UFlZiZycHOzduxePP/44FixYgOzsbKxcuRJ+fn4Gm3AKhUJcvXoVCQkJJlmtdnZ2RlhYGMLCwiCXyxl3rNraWri7uzM7Ia6urkYfm6mRy+UoLCyEt7c3ZsyYYXLRQfPDDz9g48aN+PrrrxknqKeeegodHR04cOAA8vLysH37diQlJeHrr7/GzJkzJ/Q+zz77LA4ePDju133++ee49dZbR3z8ww8/xK5du2BnZ4fvvvsO0dHRNz3HyckJAEYtBaRNIwwZxkggmCtEeBAIBIKFwmKxMHPmTLzyyit4+eWXUVdXh5ycHPznP//BX/7yF8ybNw/Z2dnIyspCQECA3iagfD4fZWVlSExMHDbQ0tg4OjoiNDQUoaGhUCgUTNZEfX09XF1d4e/vj4CAALi6uprNJNxQyOVyXLlyBV5eXpg5c6bZfN5jx45h/fr1+PzzzwfZzwJAYGAgHn30UTz66KPo7u7GDz/8gGnTpk34vdra2lBdXT3u10kkkhEf+/7777FlyxawWCz85z//QWZm5rDP8/b2BgB0d3ePeCz6Mfq5BMJUgvR4EAgEgpVBURSampqQm5uL/Px8XLp0Cbfccgu4XC64XC5CQkImPCHt6OhAeXk5kpOTwWaz9Txy/aJUKiESiSAQCCASieDk5MTshHh4eJjNpFxf0DsdHh4eSEhIMJvPd/LkSdx777348MMPcf/995vNuHTlyJEjyM7OhlKpxAcffIDNmzeP+NzXX38dr732GhYtWoSffvrppsdVKhXc3Nwgl8tx9uxZzJ8/35BDJxDMDiI8CAQCwYqhKArXr19HXl4ecnNzceHCBXA4HEaERERE6DwRbGtrQ1VVFZKTk+Hn52fgkesXtVrNiBDtwLuAgAB4enpa3GR4KAqFAleuXIG7uzsSExPN5vOcPXsWd999N/71r3/hj3/8o9mMS1fOnj2LZcuWQSqVYseOHXjuuedGff6xY8ewfPlyeHh4QCQS3WSpSy8CODg4QCQSwd3d3ZDDJxDMDiI8CAQCYYpAURQ6Ojqwf/9+5Obm4syZM0hKSmJEyGjBcqdPn4ZGo0Fqauqo4WqWgFqtRldXF9MXYmNjw4gQLy8v2NhYlu+KQqFAYWEhXF1dkZiYaDbjv3jxIlavXo1du3bh0UcftTjRUVhYiDvvvBNisRjPP/883n777TFfI5fLERQUNGZy+apVqybUh0IgWDpEeBAIBMIUhKIodHZ24sCBA8jJycHJkycRGxsLLpeL7OzsQU3Jf/vb3/D3v/8dP//8M+Li4kw8cv2i0WjQ3d0NPp8PoVAIiqLAZrMREBAAHx8fs5nEj4S5io5ff/0VXC4Xb775Jh577DGLEx3V1dW47bbbIBKJsHnzZnzwwQc6v/btt9/Giy++iMDAQBw7dgwpKSkAgG+//Rbr1q0DRVG4ePEi5syZY6jhEwhmCxEeBALBrDhy5Ajeeecd8Hg8yOVyxMXFYf369diyZcuEJ1X//e9/8dlnn6GoqAg9PT3w8/NDUlIS1qxZgw0bNuj5E1geFEWhp6cHBw8eRG5uLn766SeEh4eDy+VCKBTiv//9L7799lssWrTI1EM1KPS/A50VolarwWaz4e/vD19fX7ML+1QqlSgsLISzszOTFm4OFBUVYeXKlXjppZewdetWixMdALB06VL8+OOPYLFYuPXWW0f8DBs2bLjpGqJSqbBq1SocO3YMNjY2SExMRH9/PxoaGgBAp5ItAsFaIcKDQCCYDTt37sTzzz8P4Ebyr5ubG8rKyqDRaJCVlYX8/PxxTa7kcjnWrFnDlDRERUXB19cXHR0duH79OtLS0nDlyhWDfBZLRiwW44cffsDbb7+N8vJyBAUF4d5770V2djY4HI7ZTHANCUVREIvFEAgE4PP5UCgU8PPzg7+/P/z8/GBnZ1pTSHMVHaWlpVixYgW2bduG5557ziJFBwAsXLgQZ86cGfN5r776Kl577bWb/q5Wq/H+++/j888/R21tLezt7ZGeno6tW7eO6IhFIEwFiPAgEAhmwcWLFzFv3jywWCx8/fXXTG10SUkJli5dCj6fj927d2Pbtm06H/O+++7Dd999h9tvvx3//ve/B5UJCYVCFBUVYcmSJXr/LNbAm2++iX/+8584ePAg05x++PBheHt7IysrC9nZ2Zg9e7bZ7QIYAoqi0N/fz+yESKVS+Pr6wt/fH2w2+6YGYkOjVCrB4/Hg6OiI5ORksxEdFRUVWL58ObZs2YJXX33VYkUHgUAwHER4EAgEsyAzMxNHjhzBxo0b8dFHHw167Ntvv8X9998PX19ftLe36zTRo91l4uPjwePxSFiXjlAUhZdffhkff/wxTpw4gcTEROYxqVSKH3/8Ebm5ufjhhx/g7OyMVatWITs7G3PnzjX5LoCxkEgkjAjp7++Hj48PY9M7WmK1PqBFh4ODA1JSUsxGdFRXV2P58uXYsGED/vrXvxLRQSAQhoUIDwKBYHLEYjHYbDYUCgUuXbqE2bNnD3pcqVTCz88PYrEYBQUFOu1SLFu2DAUFBfj6669x//33G2roVgVFUXj22WfxzTff4OTJk4iPjx/xuXK5HCdOnEBubi4OHDgAW1tbrFy5EqtXr8b8+fONvgtgKgYGBhh3LLFYDC8vL0aE0CnW+kKlUoHH48He3t6sREd9fT2WLVuGe++9F7t37zabcREIBPODCA8CgWByzpw5g4ULF8LJyQl9fX3DrpwvWrQIJ06cwBtvvIGXX3551ONJpVJ4eHgwtqnFxcX46quv0NTUBC8vL8yfPx8PP/ww8dAfwsWLF3HPPffgxIkTiImJ0fl1SqUSZ86cQU5ODvbv3w+lUomVK1eCy+XijjvugKOjowFHbT7IZDJGhPT09MDDw4Ox6Z3sjhstOuzs7JCSkmI2JW5NTU1Yvnw5srKy8M9//pOIDgKBMCpEeBAIBJPzySef4JFHHkFsbCyqq6uHfQ7tf79u3Tp8+eWXox7vl19+wa233oqQkBCsW7cOO3fuvOk5wcHBOHz4MFJTU/XxEawGiUQCV1fXCb9erVbj3LlzjAjp7+/HihUrwOVysWjRoilT8qZQKBgR0tXVBTc3N0aEjPffV6VSoaioCDY2NkhNTTUb0XHt2jUsXboUS5cuxZ49e4joIBAIY0KuEgTCFEKtVmPu3Ln4wx/+MOjvvb29CA0NxUsvvWSScXV3dwMAvL29R3wO/Rj93NFob28HAAgEAuzcuROrVq1CVVUV5HI5Ll++DA6Hg7a2NnC5XPT39+vhE1gPkxEdAGBra4uFCxfi/fffR3NzMw4fPozAwEA899xziIiIwEMPPYS8vDxIJBI9jdg8cXBwwLRp08DhcLBgwQKEhYWht7cXv/zyCy5cuIC6ujr09fVhrLU/tVptlqKjvb0dmZmZuOOOO/DBBx8Q0UEgEHSCXCkIhCmEra0tvvjiCxw7dgzffPMN8/fHH38cPj4+eOWVV0wyLplMBgCjNubS5TpSqXTM49GTWqVSiaioKOTm5iIuLg4ODg6YNWsWDh8+DBcXF7S0tODzzz/XwycgDIetrS3mzZuHd955B/X19Thx4gSioqLwxhtvICIiAvfddx++//57iMViUw/VoNjb2yM4OBhpaWlYsGABoqKiMDAwgMuXL+P8+fOora1Fb2/vTSKEFh0sFsusRAefz0dmZibmzJmDjz/+2GzGRSAQzB8iPAiEKUZMTAx27NiBxx9/HG1tbThw4AD+7//+D1988YXBHXlGgm7CVSgUIz5HLpcDgE6lOtpNvZs3b76p0TkwMBD33nsvgBvuVwTDY2Njg9mzZ+Nvf/sbqqqqcP78eSQmJmL37t2IiIjA3Xffja+//hrd3d1j7gJYMnZ2dggMDERycjIWLlyI2NhYyOVy8Hg8/Pzzz6iurkZ3dzdUKhWKi4sBAGlpaWYzuReJRFi1ahVSUlLwn//8x2zGRSAQLIOp4X1IIBAG8fjjjyM/Px8PPvggSktL8corr5i010GXMipdyrGGHg/AiM5MM2bMAHCjOZZgXOiyodTUVLz55puoqKhATk4O9uzZg8ceewwLFy5EdnY2Vq5cCV9fX6u1ZrW1tWUcsDQaDbq6usDn81FSUgKVSgV7e3vMmDHDbD5/V1cXsrKyEBMTg6+//nrK2CcTCAT9QXY8CIQpCIvFwt69e3HixAkEBATgueeeM+l4aAellpYWqFSqYZ/T0NAw6LmjoR0UOJKjEv13tVo9rrES9AuLxUJCQgJeffVVFBUVoaysDAsXLsTnn3+O6OhorFy5Ev/+97/R0dFh1TshNjY28PPzQ3x8PNzd3eHi4gI2m43KykqcPXsW5eXlEAqF0Gg0Jhlfb28vsrOzERISgv/7v/+bMnbJBAJBvxDhQSBMUT777DO4uLigsbER165dM+lY0tLSYG9vD5lMBh6Pd9PjSqUSv/76KwBgzpw5Yx5v2rRpCA0NBfA/wTIU+u8hISETHTZBz7BYLMTGxuKFF17A5cuXUVNTg8zMTPz3v/9FbGwsli1bhg8++OD/t3fnUVXX+R/Hn1eWEFDDDZcwxcyyFFnUMdTSTC0UJLVM0yYpc5bGUiON6oBLOTqjtJ7KTCeNnASNNMnCwEocNU2UXAL3DoLmBpf1wv3+/vBwf8OAichlkdfjHE6H7+fz/d7PF//pdT/Lm19//fWGDCFWq5V9+/ZRWlpK37596dGjB4MGDaJ37944Ojpy6NAhkpOT2b9/P9nZ2bUWmnNzcwkNDaVly5bExcXV6fHIZrOZRYsWMWbMGLp3746HhwfOzs507NiRsWPHsnXr1t+932q18uabb+Lr64ubmxstW7Zk6NChJCQk1NIbiDRuOk5XpBHavn07gwYNIiEhgUWLFlFaWkpiYmKdLul46KGHSEhIuGrl8szMzCrtRZk5cyZLliwhMDCQH374oVxbYWEh3t7enD59mvnz5xMREVGj7yI1yzAMfv31V9atW8e6devYtm0bAQEBhISEEBISwq233lpvliNVl9VqJTU1leLiYvz8/CqdUTAMg5ycHNsxvYWFhbRu3Zq2bdvSpk0buyx9ysvL4+GHH8bJyYmNGzfi6upa459xLTIyMmyznh4eHnTo0AEHBweOHTtGbm4uAFFRUZUelFFaWkpISAhffvklTZo04e677yY3N5djx44BsHjxYmbNmlV7LyPSCCl4iDQyBQUF+Pj4MGzYMN5++21OnjzJ3XffzaJFi5g2bVqdjWvbtm0MHDgQk8nE6tWreeyxxwBITU1l+PDhZGdn8/e//53w8HDbPdHR0URHR/OHP/yBNWvWlHteVlYW3bp1w2w2M3/+fObMmUOTJk0oKCjgT3/6E//617/w8PDg8OHDtGnTplbfVarPMAyysrJYv349cXFxfPfdd/Tq1csWQm677bYGF0LKZjqKioquGDr+l2EYmM1mWwjJy8ujVatWthBSEwdF5OfnM27cOEpLS9m0aRPu7u7X/czr9dtvv7FmzRqGDx9ebtllcXExb7zxBuHh4ZhMJnbs2EGfPn3K3btw4ULmzJmDp6cnmzdvxsfHB7j8xcakSZMwDKPS+0Sk5ih4iDQy06dP58svvyQ1NdVWs2HZsmXMmDGD/fv307lz5zob24IFC2y1RLy9vXF3dyctLQ2r1UpQUBDx8fHlTtGJjIwkKiqKe++9l+Tk5ArP27BhA2PHjqW4uBhPT086derEL7/8wqVLl3B1dWX9+vUMGzastl5PaphhGPz222/Ex8cTGxtLUlIS3bt3t4WQ+rQx+0qsViv79++noKAAf3//au+dyMvLs4WQ3NxcPDw8bBvXq7M0qrCwkEcffRSz2czmzZtp3rx5tcZV24KCgti0aRMvvfQSCxYssF0vLi6mXbt2XLhwgZiYGNsXG2XKCpQGBwcTHx9f28MWaTS0x0OkEdm6dSvvvPMOK1euLFco7umnn+aee+4hLCysTtfOR0REsGHDBoYMGcK5c+fIyMigZ8+eREdHVwgdVTFq1Ch+/PFHxo8fj8lkYu/evbi5uTF58mR2796t0NHAmUwm2rRpw1NPPUVCQgKnT59mxowZpKamMnDgQAICApg7dy779u2rs03Zv6emQgdcLvzYpUsX+vXrR2BgIK1btyYrK4vvv/+eXbt2cfLkSVu9nKspKiri8ccf5+LFi2zatKnBhA74/1Ps8vPzy11PSkriwoULNG/enLFjx1a4LywsDIDNmzfblmyJSM3TjIeIiNxwLl26xMaNG1m3bh1fffUV7du3Jzg4mNDQUHx9feu80rbVaiUtLY28vDz8/f3tVkOnqKjINhNy4cIFmjVrhqenJ23btq10v4bFYmHy5MmcOHGCLVu20KpVK7uMyx4Mw2DAgAGkpKTw8ccfM2nSJFtbVFQUkZGRDB06lG+++abCvSUlJTRr1ozCwkK+++47Bg4cWJtDF2k0dAi3iIjccFq0aMHEiROZOHEiZrOZhIQE4uLiCAoKomXLlowaNYrQ0FD69OlT60Xwait0wOVjo728vPDy8qK4uJizZ8+SnZ1NRkYGSUlJWCwWHn30Ufz9/SkpKSEsLIwjR46QlJTUYEJHfn4+GRkZLF68mJSUFPr3719hKVV6ejpweQlnZRwdHfHy8iI9PZ309HQFDxE7UfAQEZEbmru7O+PGjWPcuHHk5+fz9ddfExcXx5gxY3B1dSU4OJjRo0fTv39/uxfFMwyDn3/+GbPZTEBAgF1Dx/8qO3a2Y8eOWCwWzp49y8cff8yyZcvw9PTExcUFi8VCSkpKgzhwoXfv3qSmptp+d3d3JzIykvDw8Ar/jlUpQFqVQqYicn20x0NERBoNV1dXRo8ezapVqzh9+jQffPABRUVFTJw4kW7duvG3v/3NNhNQ08pCR25urt1nOq7GycmJxx57jISEBI4cOcItt9xCZmYmZ8+eJTAwkFmzZrF9+/Z6uTemjK+vL4GBgfTs2RM3NzfMZjNr164lJSWlQt+y/S2/9zcv24RfUFBgnwGLiGY8RESkcXJxcSEoKIigoCAsFgvJycnExsYSFhZGSUkJI0eOJCQkhPvuu++6i+YZhsGBAwfIycnB39+/Tovw/Ter1UpUVBRZWVkcOHCAtm3b8s033xAXF8dDDz2Em5sboaGhjBkzhoEDB17XsrTw8HC++OKLa75vxYoV9O/fv9LrZSwWC8uWLWPmzJmMGDGCpKQkBgwYYGt3cXEBLp9udSVFRUUANG3a9JrHKCJVo+AhIiKNnpOTEw888AAPPPAA77zzDj/88AOxsbE8++yzmM1mgoKCCAkJ4f7777/m/zEtCx0XL14kICCgXoWOF198kc2bN5OcnEynTp2Ay6fBjRo1CovFQlJSEnFxcTzyyCMsWLCAp59+utqfl5mZyeHDh6/5vry8vKv2cXJy4s9//jMFBQXMmjWLyMhIEhMTbe1VWUZVleVYInJ9dKqViIjIFZSWlrJ9+3bi4uJYv34958+fZ/jw4YwePZphw4aVO5a6MoZhcPDgQS5cuIC/v7/tm/e6ZrVaefnll1m7di3JycnlivFVprS0lJKSknoTmq7k0KFD3HnnnXh4eHD+/Hnb9aqcauXu7k5RUZFOtRKxI+3xEBERuQIHBwcGDBjA0qVLOXr0KImJiXTp0oXIyEg6d+7MhAkT+Oyzz8jJyalwb2lpKdOmTWP79u31KnQYhsG8efNYs2YNW7ZsuWrogMt/h/oeOuBygPjv/5bp168fADt37qx0/87u3bspKirC2dmZ3r17232cIo2VgoeISAO3adMmhg4dSsuWLXFzc8PPz4+33nqrWhuDc3NzmTt3Lr6+vri7u+Ps7EynTp2YOHEie/bsscPoG44mTZrQt29fFi1axOHDh/nhhx+46667WLRoEZ07d+aRRx7hk08+4eLFi5SWljJlyhQSExO577776lXoWLhwIR999BGJiYm2gns3is8//xygQngYPHgwHh4e5OTkEBsbW+G+5cuXAzB8+HCaNWtm72GKNFpaaiUi0oAtXLiQOXPmAJdrFLi7u5OWlobVaiU4OJj169dXuVjemTNnGDhwIL/88gtNmjShS5cuuLu7c+TIEcxmMw4ODqxatapCjYTGruy0qtjYWNavX2/bpG02m4mPj6dPnz6YTKa6HiaGYbB06VKWLl3Kli1bGuQ3+0uWLLEVg/zvZW65ubm8++67vPLKK1gsFj777DPGjRtX7t7XXnuNiIgI2rVrx1dffYWPjw8AMTExTJo0CcMw2L59u212RETswBARkQYpJSXFMJlMRpMmTYyYmBjb9b179xqenp4GYCxevLjKzwsLCzMAo3v37sbBgwdt181mszF16lQDMJo3b25cunSpRt/jRlJaWmpMnjzZaNGihdGjRw/D0dHRGDx4sBEdHW0cPXrUMJvNRl5eXq3/mM1mY+HChYaHh4exc+fOuv4zVdsTTzxhAIaDg4Nx++23G3379jW6du1qODs7G4BhMpmMV199tdJ7LRaLMWLECAMwmjRpYvTq1cvw9vY2AAMwXn/99Vp+G5HGRzMeIiINVFBQEJs2bWLq1Km8//775dpiYmKYOHEirVq14vTp0zg5OV31ee3btycrK4svvviCUaNGlWsrKSmhffv2/Pbbb2zatIkHH3ywRt/lRmAYBrNmzbJt2O7SpQvHjh0jLi6OdevWsWvXLu655x6Cg4MJCQmhQ4cOtTITYhgGH3zwAVFRUSQkJFR6NG1DsWfPHtauXcvWrVs5ceIEZ8+exdnZGS8vLwYMGMAzzzxDQEDAFe8vLS3l7bffZsWKFaSnp+Pk5IS/vz8zZswgKCioFt9EpHFS8BARaYBycnJo06YNxcXF7Nixg759+5Zrt1gstG7dmpycHDZv3sywYcOu+sybb76ZS5cukZaWxl133VWhPSAggN27d1caTBo7wzAIDw/n008/ZevWrXTt2rVC+6lTp1i3bh3r1q2zbTgPCQlh9OjRdOrUyS4hxDAMVq5cyZw5c9i4cSODBg2q8c8QEakqbS4XEWmAfvrpJ4qLi3FxccHPz69Cu5OTE3369AFgx44dVXpmr169ACqt/Hz+/HkOHTqEo6Njg9wbYE+GYTBnzhxiYmJISkqqEDoATCYTnTp14rnnnrN9Wz9p0iQSExPp1asXgwYN4p///CcZGRnU1PeBhmGwevVqZs+eTXx8vEKHiNQ5BQ8RkQYoPT0dgE6dOuHoWHktWG9v73J9ryYyMhInJydeeOEFVqxYQXZ2Nnl5eWzbto2RI0eSl5fH7Nmz8fLyqpmXuEFYrVYKCwv59ttvq3Q0rclkokOHDvzlL38hMTGRzMxMnnnmGbZt20ZAQAD9+/dn4cKFHDx4sNohxDAM1q5dy8yZM4mNjWXw4MHVeo6ISE1S8BARaYCqUmW5KtWa/9uQIUP45ptv6NWrF1OmTKFdu3a4u7szYMAATp8+zerVq5k3b971D/4G4+DgQHR0NN27d7/me00mE23atGHq1KkkJCSQlZXF888/z08//URgYCB9+vRh3rx57N+//5qOR/7888/561//ypo1axg+fPg1j0tExB4UPEREGqDCwkIAnJ2dr9inrOBbQUFBlZ977Ngxzpw5g8lk4tZbb6Vnz540bdqU48eP8+GHH3L8+PHrGrdcmclkomXLljz55JNs2LCB7OxsXnrpJQ4fPsyQIUPw9fXl1VdfZc+ePb8bQjZu3MjUqVNZtWoVI0eOrMU3EBH5fQoeIiINUFlBuuLi4iv2KSoqAqBp06ZVeubrr7/Ok08+iclkYu/evRw/fpx9+/Zx5swZwsLCSE5OJjAwkEuXLl3/C8hVtWjRgscff5x169aRnZ3NggULOHXqFA8++CA9e/Zk9uzZ7Nixo1wI+eqrr5gyZQorVqwgNDS0DkcvIlKRgoeISANUlWVUVVmOVebMmTPMnTsXgJUrV9o2mgO4u7vz3nvv0aNHDzIzM3n33XevZ+hSDe7u7jzyyCP8+9//Jjs7myVLlnD+/Hkefvhh7rjjDmbNmsVbb73F5MmTef/99ysUzxMRqQ8UPEREGqCyTcwnT56kpKSk0j5Hjx4t1/f3/PjjjxQWFuLu7l7haF4AR0dH7rvvPltfqTuurq6EhoayevVqTp8+zXvvvUd+fj4vvfQSzz33HBMmTKgXldJFRP6XgoeISAPk6+uLk5MThYWF7Nmzp0K7xWJh165dAPTr1++qz8vNzb1qn7ITlsr2l0jdc3FxYeTIkaxcuZLz588TFRWl0CEi9ZaCh4hIA9S8eXOGDh0KwPLlyyu0r127lpycHFq1amWbqfg9ZbMiZrOZnTt3VmgvKSlh69atANx+++3XMXKxlxYtWuDg4FDXwxARuSIFDxGRBioiIgKTycSHH37Ip59+aruemprKjBkzAAgPDy938lV0dDSdO3dm/Pjx5Z7l6+tLjx49APjjH//Ivn37bG25ublMmzaNAwcOAPD444/b7Z1EROTGpeAhItJABQYGMm/ePKxWKxMmTKBr1674+Pjg5+dHdnY2QUFBzJw5s9w9Fy9e5MSJE2RlZZW7bjKZWLVqFR4eHhw6dIjevXvTpUsXfHx88PT0tM2qzJ8/H39//1p7R2mYCgsL6datGyaTCZPJxK+//nrFvlarlTfffBNfX1/c3Nxo2bIlQ4cOJSEhoRZHLCK1QcFDRKQBi4iIYMOGDQwZMoRz586RkZFBz549iY6OJj4+/pqW3vj5+ZGWlsaMGTO48847yc7O5uDBg3h4eDBmzBi+/fZbIiIi7Pg2cqOYP38+GRkZV+1XWlpKcHAw06dPZ9++fdx2223cfPPNbNmyhYceeoh//OMftTBaEaktJqNst6CIiIjIdTp48CC9e/dmxIgRfPHFFwCcOnWKW265pULfhQsXMmfOHDw9Pdm8eTM+Pj4AxMTEMGnSJAzDYMeOHfTp06dW30FE7EMzHiIiIlIjDMPgmWeewcHBgTfeeON3+xYXF7No0SIAli5dagsdABMmTCAsLAzDMJg/f75dxywitUfBQ0RERGrE8uXL+f7773n55Zfp3Lnz7/ZNSkriwoULNG/enLFjx1ZoDwsLA2Dz5s1VOu5ZROo/BQ8RERG5bmfPnuXFF1+ke/fuzJo166r9//Of/wDQt29fnJycKrT7+/vj4uJCUVERe/furenhikgdUPAQERGR6/b8889z/vx53nnnnXJHOF9Jeno6AN7e3pW2Ozo64uXlVa6viDRsCh4iIiJyXbZs2cInn3zC+PHjuf/++6t0z4ULFwDw8PC4Yp+ytrK+ItKwKXiIiIhItRUWFjJt2jSaNWvGkiVLruk+4HdnR2666SYACgoKrm+QIlIvONb1AERERKRuhIeH2468vRYrVqygf//+wP/X7Fi6dCnt27ev8jNcXFyAy6dbXUlRUREATZs2veYxikj9o+AhIiLSSGVmZnL48OFrvi8vLw+4vPdi8eLF+Pj48Oyzz17TM6qyjKoqy7FEpOHQUisREWlUjh07xrJly3j66afx8fHB0dERk8l03fUitm/fTkhICG3atKFp06b06NGDefPm2ZYU1UerV6/GMIxr/hk6dCgAP//8M8XFxRw5coSOHTvSrl27cj9l/Pz8aNeuXblK5N26dQPg6NGjlY6tpKSEkydPlusrIg2bZjxERKRReeONN65a3O5affLJJzzxxBOUlpbSsWNHvLy8SEtL49VXX2XDhg0kJyfj6upao59Zn5jNZsxm8xXbz549a+tXpl+/fgDs3LkTi8VS4Ujd3bt3U1RUhLOzM7179675QYtIrdOMh4iINCqtW7dm5MiRzJ07l4SEBMaMGXNdzzt+/DhhYWGUlpayaNEiTp06xZ49e0hPT6d79+7s2rWL8PDwGhp9/TJ69OjfnRkpc+rUKQzDIDIy0nZt8ODBeHh4kJOTQ2xsbIVnL1++HIDhw4fTrFkzu7+LiNifgoeIiDQqL7/8Mhs2bOCVV15hxIgRuLu7X9fzFi9eTFFREcOGDeOFF17AZDIBcOutt/LRRx8B8MEHH5CdnX3dY7+R3HTTTbZCgzNmzCA1NdXWFhMTw/LlyzGZTERERNTVEEWkhil4iIiIVJNhGKxfvx6AsLCwCu333HMPd9xxBxaLhfj4+NoeXr0XHh7OiBEjyMrKws/PDx8fH7p27crEiROxWq289tprtiVZItLwKXiIiIhU08mTJzl9+jQAgYGBlfYpu75jx45aG1dD4ejoyMaNG4mOjqZnz55kZGRw7tw5hgwZwsaNG5k9e3ZdD1FEapA2l4uIiFRTeno6cHnZUIcOHSrt4+3tXa5vY/Lf+zyuxMHBgenTpzN9+vRaGJGI1CXNeIiIiFRTWZ2Jm2++2ba3439VpV6FiEhjoOAhIiJSTWU1Opydna/Y56abbgKgoKCgVsYkIlJfKXiIiIhUk4uLCwDFxcVX7FNUVARA06ZNa2VMIiL1lYKHiIhINZUto7p48eIV9zOULbEq6ysi0lgpeIiIiFRTt27dgMuzGpmZmZX2OXr0aLm+IiKNlYKHiIhINXXq1Il27doBsG3btkr7lF1XPQoRaewUPERERKrJZDIRGhoKwPLlyyu0p6SkcOjQIZycnAgODq7t4YmI1CsKHiIiIlcRHR1N586dGT9+fIW2F154AWdnZ77++msWL15s2+tx4sQJpkyZAsBTTz1lmxkREWmsTEZVqvuIiIjcILZt20ZISIjtd7PZTFFREa6uruVOnvrpp5/w8vICIDIykqioKO69916Sk5MrPPPjjz/mySefxGq10rFjR9q2bUtaWhoWiwV/f3+2bt2Km5ub3d9NRKQ+U+VyERFpVCwWC+fOnatwPT8/n/z8fNvvpaWlVX7m5MmTue2223j99ddJSUnhwIEDeHt789hjj/Hiiy/ajt0VEWnMNOMhIiIiIiJ2pz0eIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJidwoeIiIiIiJid/8HlwLACwN5PlAAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "\n", "output_path = find_playback_dir(\"data/surveys/demo/box_survey_interp.xml\")\n", "\n", "print(\"Loading points from\", output_path)\n", "PC = pd.read_csv(Path(output_path) / 'leg000_points.xyz', \n", " names=\"X Y Z intensity echoWidth returnNumber numberOfReturns fullwaveIndex hitObjectId class gpsTime\".split(' '),\n", " delimiter=' ')\n", "trj = pd.read_csv(Path(output_path) / 'leg000_trajectory.txt', \n", " names=\"X Y Z gpsTime roll pitch yaw\".split(' '),\n", " delimiter=' ')\n", "\n", "PC1 = PC[PC['gpsTime'] <= 2.5] # select all points recorded in the first half\n", "PC2 = PC[PC['gpsTime'] > 2.5] # select all points recorded in the second half\n", "\n", "fig = plt.figure(figsize=(15,10))\n", "ax = fig.add_subplot(projection='3d')\n", "\n", "ax.scatter(PC1['X'], PC1['Y'], PC1['Z'], s=0.001, c=PC1['gpsTime']) \n", "ax.scatter(PC2['X'], PC2['Y'], PC2['Z'], s=0.001, c=PC2['gpsTime']) \n", "ax.scatter(trj['X'], trj['Y'], trj['Z'], s=10, c='red') \n", "ax.set_xlabel('X')\n", "ax.set_ylabel('Y')\n", "ax.set_zlabel('Z')\n", "\n", "ax.tick_params(labelsize=16)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "22977d7e", "metadata": {}, "source": [ "In the first plot, we see the platform travelling along th y-axis. After 2.5 seconds, it reaches (0,0,0), and starts rolling (right wing downwards). In consequence, the laser swath travels left and upwards on the face of the cube.\n", "\n", "In the second plot (below), the same thing happens, but with a different orientation (yaw angle)." ] }, { "cell_type": "code", "execution_count": 8, "id": "eedde8c7", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "PC = pd.read_csv(Path(output_path) / 'leg001_points.xyz', \n", " names=\"X Y Z intensity echoWidth returnNumber numberOfReturns fullwaveIndex hitObjectId class gpsTime\".split(' '),\n", " delimiter=' ')\n", "trj = pd.read_csv(Path(output_path) / 'leg001_trajectory.txt', \n", " names=\"X Y Z gpsTime roll pitch yaw\".split(' '),\n", " delimiter=' ')\n", "\n", "PC1 = PC[PC['gpsTime'] <= 7.5] # select all points recorded in the first half\n", "PC2 = PC[PC['gpsTime'] > 7.5] # select all points recorded in the second half\n", "\n", "fig = plt.figure(figsize=(15,10))\n", "ax = fig.add_subplot(projection='3d')\n", "\n", "ax.scatter(PC1['X'], PC1['Y'], PC1['Z'], s=0.001, c=PC1['gpsTime']) \n", "ax.scatter(PC2['X'], PC2['Y'], PC2['Z'], s=0.001, c=PC2['gpsTime']) \n", "ax.scatter(trj['X'], trj['Y'], trj['Z'], s=10, c='red') \n", "ax.set_xlabel('X')\n", "ax.set_ylabel('Y')\n", "ax.set_zlabel('Z')\n", "\n", "ax.tick_params(labelsize=16)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "bd48d68e", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 5 }