From 2d8050500673e3a25360763efa6cacab304968e3 Mon Sep 17 00:00:00 2001 From: pulipakaa24 Date: Wed, 11 Feb 2026 17:33:18 -0600 Subject: [PATCH] pre-linear --- RL Testing/Ansys Results 12-9.csv | 4472 +++++++++++++++++++++++++++ RL Testing/Function Fitting.ipynb | 912 +++--- RL Testing/PWM_Circuit_Model.py | 185 +- RL Testing/maglev_model.pkl | Bin 6277 -> 6277 bytes RL Testing/polynomial_equations.txt | 430 +++ 5 files changed, 5554 insertions(+), 445 deletions(-) create mode 100644 RL Testing/Ansys Results 12-9.csv create mode 100644 RL Testing/polynomial_equations.txt diff --git a/RL Testing/Ansys Results 12-9.csv b/RL Testing/Ansys Results 12-9.csv new file mode 100644 index 0000000..fc52ba6 --- /dev/null +++ b/RL Testing/Ansys Results 12-9.csv @@ -0,0 +1,4472 @@ +"currL [A]","currR [A]","rollDeg [deg]","GapHeight [mm]","YokeForce.Force_z [newton]","YokeTorque.Torque [mNewtonMeter]" +-15,-15,0,6,185.185947003207,-14.8559560904195 +-15,-15,0,8,135.150919734968,0.756624334465506 +-15,-15,0,9,117.372287064932,0.040747637147349 +-15,-15,0,10,103.303361206895,-11.1616241354226 +-15,-15,0,10.5,97.0269147734178,-3.70441208012705 +-15,-15,0,11,91.2423300692443,0.887017438969253 +-15,-15,0,11.5,85.8337651464754,-6.18373846275941 +-15,-15,0,12,80.9095675567839,10.6556876260673 +-15,-15,0,13,72.8250745125555,-5.22439054662244 +-15,-15,0,15,58.5202514930175,-13.7615966329038 +-15,-15,0,18,43.9010737658775,-1.54462957722587 +-15,-15,0,21,33.6724588633939,-2.72153382986419 +-15,-15,0,24,26.0562548577845,1.88366831318532 +-15,-15,0.5,6,185.708833136189,600.335150803647 +-15,-15,0.5,8,135.56547636401,344.068617795998 +-15,-15,0.5,9,117.918199780052,267.066179719507 +-15,-15,0.5,10,103.434341702596,225.061044037853 +-15,-15,0.5,10.5,97.1872708165093,191.749276088597 +-15,-15,0.5,11,91.3953638286918,175.570372577122 +-15,-15,0.5,11.5,86.2373574672977,161.547445351869 +-15,-15,0.5,12,81.164910517525,158.027105291231 +-15,-15,0.5,13,72.45627431619,133.928119113728 +-15,-15,0.5,15,58.7324974923621,89.853457440385 +-15,-15,0.5,18,44.1522053712588,54.5318747931845 +-15,-15,0.5,21,33.7234540783905,26.8289427766003 +-15,-15,0.5,24,26.2310883702592,24.3697907904429 +-15,-15,1,6,188.123276006956,1226.49351378609 +-15,-15,1,8,136.362174609648,713.838312284114 +-15,-15,1,9,118.403384903008,562.616276418854 +-15,-15,1,10,103.887365199628,439.020649404167 +-15,-15,1,10.5,97.4535730004483,408.191185972435 +-15,-15,1,11,92.0835682368428,370.135233133926 +-15,-15,1,11.5,86.2057867018631,321.488307684401 +-15,-15,1,12,81.5336304353892,296.392846906503 +-15,-15,1,13,72.7309699199391,247.915929424927 +-15,-15,1,15,58.8388071581126,176.821653601027 +-15,-15,1,18,43.9146613919584,108.671790325211 +-15,-15,1,21,33.4887306344131,62.3114377355542 +-15,-15,1,24,26.1142355409423,50.8613539234783 +-15,-15,1.5,6,192.300407222223,1900.91442288846 +-15,-15,1.5,8,138.297579939451,1084.73902691219 +-15,-15,1.5,9,119.803840274929,836.788794106172 +-15,-15,1.5,10,105.020144450685,675.257982133191 +-15,-15,1.5,10.5,98.27747547925,616.827553962971 +-15,-15,1.5,11,92.714663607598,550.084524137536 +-15,-15,1.5,11.5,87.2453155977326,497.396545541423 +-15,-15,1.5,12,82.0477545290134,449.587251373916 +-15,-15,1.5,13,73.372627896357,370.098378033951 +-15,-15,1.5,15,59.0825867068345,263.797949758257 +-15,-15,1.5,18,44.1683617776146,171.451663852535 +-15,-15,1.5,21,33.7672864103099,115.922944681967 +-15,-15,1.5,24,26.377746593153,68.1166031038354 +-15,-15,2,6,198.840178257126,2619.97641205798 +-15,-15,2,8,141.320966686468,1471.96426836268 +-15,-15,2,9,121.854446748807,1150.68449105688 +-15,-15,2,10,106.663148713939,909.575044997268 +-15,-15,2,10.5,99.5481568529337,829.182589800417 +-15,-15,2,11,93.7565119078147,736.630611514793 +-15,-15,2,11.5,88.1564838014486,677.861683092821 +-15,-15,2,12,82.8320833081079,595.951883608063 +-15,-15,2,13,74.2144684166927,507.789453274189 +-15,-15,2,15,59.9590459995739,354.223173050855 +-15,-15,2,18,44.6648342932484,225.841798839902 +-15,-15,2,21,34.0292494614198,133.361938877723 +-15,-15,2,24,26.2927477040201,99.004554103547 +-15,-15,3,6,219.700075919897,4341.60861660458 +-15,-15,3,8,149.617877970332,2301.3479373828 +-15,-15,3,9,127.92898915327,1793.07190802693 +-15,-15,3,10,110.993392718019,1417.2248493365 +-15,-15,3,10.5,103.617927394555,1262.60241305364 +-15,-15,3,11,97.0273788586747,1129.99261824821 +-15,-15,3,11.5,91.2667041762761,1041.63445266411 +-15,-15,3,12,85.6146183047948,925.251334091052 +-15,-15,3,13,76.0789975939241,776.591492111262 +-15,-15,3,15,61.2386281516389,548.420655992587 +-15,-15,3,18,45.0888651576855,327.051645315006 +-15,-15,3,21,34.5108146892083,210.209559536176 +-15,-15,3,24,26.7299787829735,137.408234028637 +-15,-15,4,6,260.518630726005,6976.85167743707 +-15,-15,4,8,163.529871757852,3335.70406963732 +-15,-15,4,9,136.554807068924,2506.0949016917 +-15,-15,4,10,117.403213413398,1959.72569286194 +-15,-15,4,10.5,109.107025213823,1759.46730369582 +-15,-15,4,11,101.817092647024,1574.4017046204 +-15,-15,4,11.5,95.2375097090466,1412.67912924551 +-15,-15,4,12,88.9797176170478,1280.5387446358 +-15,-15,4,13,78.7661170093042,1051.15767710188 +-15,-15,4,15,62.9826614523489,735.771329437263 +-15,-15,4,18,46.0485513441706,456.694268309536 +-15,-15,4,21,35.1021067806744,289.744181513446 +-15,-15,4,24,26.8803093479232,199.244747829575 +-15,-10,0,6,170.363205153683,609.987177418349 +-15,-10,0,8,124.364968768707,432.245072725154 +-15,-10,0,9,108.381785902173,364.675708816225 +-15,-10,0,10,94.9322348571888,326.320282362657 +-15,-10,0,10.5,89.3183345183535,298.172641288235 +-15,-10,0,11,83.8787840528297,280.85418700014 +-15,-10,0,11.5,79.1891071470096,267.042658841953 +-15,-10,0,12,74.816827082125,257.044361907729 +-15,-10,0,13,66.8738153553658,218.541206040226 +-15,-10,0,15,54.3721642866772,173.313087027282 +-15,-10,0,18,40.4268026287746,125.809392024287 +-15,-10,0,21,30.9753072078073,81.2456408406289 +-15,-10,0,24,24.2211447255148,65.9299294128701 +-15,-10,0.5,6,171.968387060963,1168.12999466389 +-15,-10,0.5,8,125.310802117922,759.134444767817 +-15,-10,0.5,9,108.71286599146,620.896065669368 +-15,-10,0.5,10,95.4785404770251,534.994375544147 +-15,-10,0.5,10.5,89.832504462336,480.794490348753 +-15,-10,0.5,11,84.3697332041063,447.352135019792 +-15,-10,0.5,11.5,79.33827436011,405.706128024847 +-15,-10,0.5,12,74.8908536726181,400.006872436513 +-15,-10,0.5,13,66.9826819784852,330.034201969275 +-15,-10,0.5,15,54.0657570936256,266.051135665324 +-15,-10,0.5,18,40.7182946948055,170.558329368436 +-15,-10,0.5,21,31.0080642524346,128.901954721351 +-15,-10,0.5,24,24.2025102587133,80.6871318284827 +-15,-10,1,6,175.012565338373,1759.78294574564 +-15,-10,1,8,126.952095093732,1091.14034059507 +-15,-10,1,9,110.388358522084,888.339773665149 +-15,-10,1,10,96.4374029765974,725.43335738659 +-15,-10,1,10.5,90.703304128737,671.398753529868 +-15,-10,1,11,85.3659983432195,616.816312580934 +-15,-10,1,11.5,80.3934239758706,572.714454527773 +-15,-10,1,12,75.5328378492516,538.385339600885 +-15,-10,1,13,67.5409792034855,456.194137762412 +-15,-10,1,15,54.7074168029934,337.057630324267 +-15,-10,1,18,40.4085981568416,230.717636435376 +-15,-10,1,21,31.0296341048236,144.279377603276 +-15,-10,1,24,24.4435657945522,116.030721077632 +-15,-10,1.5,6,180.256220858397,2380.94070832243 +-15,-10,1.5,8,129.418456582325,1433.16767421 +-15,-10,1.5,9,111.713882804282,1169.34883425663 +-15,-10,1.5,10,97.6389883260797,949.348373168476 +-15,-10,1.5,10.5,91.9769436221174,865.680395230851 +-15,-10,1.5,11,86.2870628955063,785.42185868113 +-15,-10,1.5,11.5,81.3728783118539,723.216967907018 +-15,-10,1.5,12,76.5613200731398,666.367254396973 +-15,-10,1.5,13,68.4078923062052,574.851906762862 +-15,-10,1.5,15,55.3925480101322,425.775798366253 +-15,-10,1.5,18,40.99512883321,270.579844836781 +-15,-10,1.5,21,31.333820198366,195.770460002491 +-15,-10,1.5,24,24.0646038622818,131.786690717175 +-15,-10,2,6,187.407067727835,3061.54353824047 +-15,-10,2,8,132.425526341593,1796.11502984337 +-15,-10,2,9,114.182145747994,1430.35971577624 +-15,-10,2,10,99.7004023275001,1188.03075254948 +-15,-10,2,10.5,93.3858675828776,1069.74306557527 +-15,-10,2,11,87.7251611467282,968.342694539378 +-15,-10,2,11.5,82.2318860416102,891.964634525256 +-15,-10,2,12,77.366330703708,806.094702646521 +-15,-10,2,13,69.0913262341307,685.935948874201 +-15,-10,2,15,55.8075923939373,507.15092965537 +-15,-10,2,18,41.5264773229179,335.528587594798 +-15,-10,2,21,31.7169554745989,210.551667206914 +-15,-10,2,24,24.2827055252701,164.864451312358 +-15,-10,3,6,209.09460388657,4719.23313907882 +-15,-10,3,8,141.337586382734,2609.09171828703 +-15,-10,3,9,120.892742270315,2051.10980793754 +-15,-10,3,10,104.534525438481,1641.96389230824 +-15,-10,3,10.5,97.5767727501348,1484.57031115361 +-15,-10,3,11,91.1804055748466,1350.00498949131 +-15,-10,3,11.5,85.7266757397316,1238.33720054243 +-15,-10,3,12,80.5092640116234,1118.66154371384 +-15,-10,3,13,71.346532137864,948.871909785251 +-15,-10,3,15,57.4125314894887,682.241126786668 +-15,-10,3,18,42.2332808718785,447.705519365845 +-15,-10,3,21,31.8908261992611,292.902012937732 +-15,-10,3,24,24.8829801833144,207.514259681266 +-15,-10,4,6,250.090377689885,7297.04638881339 +-15,-10,4,8,156.087862770567,3607.74707639124 +-15,-10,4,9,130.605101526893,2745.77461757741 +-15,-10,4,10,111.504352206871,2183.50269640301 +-15,-10,4,10.5,103.527871714393,1960.05319372675 +-15,-10,4,11,96.6114259301272,1759.31933362438 +-15,-10,4,11.5,90.3161312634667,1612.12707124318 +-15,-10,4,12,84.5416531155115,1440.50299360673 +-15,-10,4,13,74.5261735584956,1202.86588030421 +-15,-10,4,15,59.4445332825741,854.460742119598 +-15,-10,4,18,43.6871143641675,537.457264634353 +-15,-10,4,21,32.8838725999022,362.177454783841 +-15,-10,4,24,25.2152891624366,247.479703010318 +-15,-5,0,6,156.449828737123,1169.2404402002 +-15,-5,0,8,114.345136820528,833.341503412189 +-15,-5,0,9,99.3993747227787,737.875668996118 +-15,-5,0,10,87.1101341309938,626.13151956252 +-15,-5,0,10.5,82.0810455996147,579.673254607875 +-15,-5,0,11,77.1444687684283,539.290337569582 +-15,-5,0,11.5,72.7986101690145,514.48818977338 +-15,-5,0,12,68.3837760023045,484.689642020959 +-15,-5,0,13,61.3792366929678,428.233179232841 +-15,-5,0,15,49.3596414971041,322.867154425417 +-15,-5,0,18,37.3301315718689,236.002341707627 +-15,-5,0,21,28.5032456375185,176.317358099127 +-15,-5,0,24,22.2425336934313,134.180553996335 +-15,-5,0.5,6,158.924939856495,1697.32680048856 +-15,-5,0.5,8,115.732488915995,1141.039430095 +-15,-5,0.5,9,100.363631820016,947.685041254907 +-15,-5,0.5,10,88.1046128983897,808.278151811539 +-15,-5,0.5,10.5,82.5759938190379,756.376856755933 +-15,-5,0.5,11,77.529790996661,698.782417425077 +-15,-5,0.5,11.5,73.1464585034892,636.950279545446 +-15,-5,0.5,12,69.2143581662223,599.496962260695 +-15,-5,0.5,13,61.8999597430441,531.868829453292 +-15,-5,0.5,15,50.0293629576165,404.59622791253 +-15,-5,0.5,18,37.0459992680779,292.506080091702 +-15,-5,0.5,21,28.3425261231539,216.001409883647 +-15,-5,0.5,24,21.9449100060097,144.777553519951 +-15,-5,1,6,163.057144411697,2246.91467568595 +-15,-5,1,8,117.873645278722,1450.33693173831 +-15,-5,1,9,102.118860458658,1195.53406680411 +-15,-5,1,10,89.4443413861745,1015.53043294736 +-15,-5,1,10.5,83.9632720480921,930.22131553611 +-15,-5,1,11,78.9595928060402,849.160658998406 +-15,-5,1,11.5,74.3731941718741,795.618127758606 +-15,-5,1,12,70.1680121936435,738.655095050027 +-15,-5,1,13,62.6028990562548,632.628429930414 +-15,-5,1,15,50.6488742904361,491.552490782854 +-15,-5,1,18,37.6294772829629,337.313010075995 +-15,-5,1,21,28.8378290507139,226.568010120732 +-15,-5,1,24,22.3895823863704,175.51489685157 +-15,-5,1.5,6,168.733831238194,2820.68777728786 +-15,-5,1.5,8,120.719957818618,1771.55417156256 +-15,-5,1.5,9,104.253722257497,1447.82616363994 +-15,-5,1.5,10,91.1938544233067,1213.14294794567 +-15,-5,1.5,10.5,85.1057314892638,1107.45199506791 +-15,-5,1.5,11,79.8971804771182,1005.79085642267 +-15,-5,1.5,11.5,75.3790250913531,936.488289940665 +-15,-5,1.5,12,71.2974390431231,864.996534310948 +-15,-5,1.5,13,63.3693393642371,756.115327703522 +-15,-5,1.5,15,51.2231073958541,559.795206644196 +-15,-5,1.5,18,37.6240815619887,378.741192107704 +-15,-5,1.5,21,29.0286854505951,263.204478456541 +-15,-5,1.5,24,22.4827066964231,187.669864271041 +-15,-5,2,6,176.347108050099,3476.64742408136 +-15,-5,2,8,124.250672262835,2108.28272573523 +-15,-5,2,9,106.846888042905,1713.23991083477 +-15,-5,2,10,92.9269922931035,1421.77472613523 +-15,-5,2,10.5,86.9019973801439,1288.47727172277 +-15,-5,2,11,81.9256566975384,1187.02025913512 +-15,-5,2,11.5,76.8591402227462,1091.82624869504 +-15,-5,2,12,72.4548075879264,1001.09652694377 +-15,-5,2,13,64.2270189990722,862.441947224235 +-15,-5,2,15,51.9540494201013,638.636708644113 +-15,-5,2,18,38.377443268169,434.391414820915 +-15,-5,2,21,29.0891171122359,313.111452271449 +-15,-5,2,24,22.6223307452847,218.931269818943 +-15,-5,3,6,198.774523432549,5084.8838268785 +-15,-5,3,8,134.108545691118,2874.04368529689 +-15,-5,3,9,113.964010997171,2288.26981834726 +-15,-5,3,10,98.2278870378632,1858.61562400105 +-15,-5,3,10.5,91.9654284831901,1704.281236968 +-15,-5,3,11,85.8546440519749,1544.76663099126 +-15,-5,3,11.5,80.5725527669986,1404.0813559102 +-15,-5,3,12,75.5178220767596,1299.04618882883 +-15,-5,3,13,66.8149575920132,1099.77834375808 +-15,-5,3,15,53.5342395875538,796.685136234798 +-15,-5,3,18,39.4122949212623,544.331656074552 +-15,-5,3,21,29.854076432379,353.466947067616 +-15,-5,3,24,23.187164696459,263.691444629736 +-15,-5,4,6,240.611910485641,7594.47735892039 +-15,-5,4,8,148.705247370643,3821.28276167485 +-15,-5,4,9,124.199432848192,2960.80854205999 +-15,-5,4,10,105.510302389576,2377.0190689103 +-15,-5,4,10.5,97.8408392221383,2135.67900163145 +-15,-5,4,11,91.3238293318369,1928.45660916745 +-15,-5,4,11.5,85.5467227508038,1764.39725878011 +-15,-5,4,12,79.7786059488258,1606.40796174228 +-15,-5,4,13,70.6481648896448,1345.55015900858 +-15,-5,4,15,55.8389064994133,980.840846017624 +-15,-5,4,18,41.0355695032166,637.813993847414 +-15,-5,4,21,30.5349880343986,436.675038523022 +-15,-5,4,24,23.5450228028065,293.764446212048 +-15,0,0,6,143.640388893955,1681.87398460502 +-15,0,0,8,104.983945382114,1211.66024692504 +-15,0,0,9,91.2356353216367,1025.19951492428 +-15,0,0,10,79.9327856880281,896.853506486363 +-15,0,0,10.5,75.078984691322,831.410988011183 +-15,0,0,11,70.6777807721198,767.665778883594 +-15,0,0,11.5,66.5780702746482,725.22934918581 +-15,0,0,12,62.9148391352236,679.62949040876 +-15,0,0,13,56.1065383098536,606.52471314261 +-15,0,0,15,45.4685296266642,479.240368148452 +-15,0,0,18,34.141239269473,345.52416625214 +-15,0,0,21,26.1302613928237,247.582393812663 +-15,0,0,24,19.9640524934534,181.840573412185 +-15,0,0.5,6,146.601484468727,2155.12830224822 +-15,0,0.5,8,106.842060990764,1475.6470121876 +-15,0,0.5,9,92.8284297202763,1232.22093161382 +-15,0,0.5,10,81.3891303069812,1065.5070463315 +-15,0,0.5,10.5,76.1066576895163,985.456132798166 +-15,0,0.5,11,71.730517815848,917.296964339456 +-15,0,0.5,11.5,67.5374372792933,861.915157567661 +-15,0,0.5,12,63.7522412670751,807.758285195662 +-15,0,0.5,13,56.9600748387128,701.312159956374 +-15,0,0.5,15,46.0721630097357,550.414316880626 +-15,0,0.5,18,34.3288149232686,373.509092879075 +-15,0,0.5,21,26.3241523073531,289.19245755764 +-15,0,0.5,24,20.2243689697124,204.990360817474 +-15,0,1,6,151.628819534787,2680.3041064105 +-15,0,1,8,109.286331698391,1768.2070247209 +-15,0,1,9,94.7194533460775,1470.46300458654 +-15,0,1,10,82.9657794112815,1248.58488727642 +-15,0,1,10.5,77.6001345374607,1163.53321778007 +-15,0,1,11,73.2073748715194,1076.65694985151 +-15,0,1,11.5,68.6272114963373,974.292776422787 +-15,0,1,12,64.7299833620312,915.4458366996 +-15,0,1,13,57.9060725008297,806.834265407592 +-15,0,1,15,46.7350560578402,621.163405068067 +-15,0,1,18,34.8643121347634,427.076553844261 +-15,0,1,21,26.4591181777915,307.968544547987 +-15,0,1,24,20.4375841604156,224.52820247268 +-15,0,1.5,6,157.556790585352,3248.761248303 +-15,0,1.5,8,112.405004632656,2066.01932248981 +-15,0,1.5,9,97.112993456723,1701.78461622466 +-15,0,1.5,10,84.8223312672002,1436.47642210199 +-15,0,1.5,10.5,79.4925998396672,1318.85705183881 +-15,0,1.5,11,74.4894041749209,1210.30981869319 +-15,0,1.5,11.5,70.0872021813029,1126.95159652412 +-15,0,1.5,12,65.8009599085965,1040.43062422845 +-15,0,1.5,13,58.7855368589572,917.338841314319 +-15,0,1.5,15,47.3508942963438,697.367971468083 +-15,0,1.5,18,35.3112799390108,484.150775989138 +-15,0,1.5,21,26.72009103456,338.163510275251 +-15,0,1.5,24,20.7115360936723,247.270192867791 +-15,0,2,6,166.062561579046,3850.84542843629 +-15,0,2,8,116.561333072388,2397.52475083454 +-15,0,2,9,99.9832370156211,1956.94784638225 +-15,0,2,10,87.0184184955167,1642.37698402936 +-15,0,2,10.5,81.3521691615283,1503.88329457583 +-15,0,2,11,76.2636984552314,1378.14411282084 +-15,0,2,11.5,71.8391860634982,1281.32611420593 +-15,0,2,12,67.5526529071353,1164.96306369265 +-15,0,2,13,59.9612496048096,1005.06557557704 +-15,0,2,15,48.2215739317435,755.64210195381 +-15,0,2,18,35.8751155302635,535.929613040645 +-15,0,2,21,27.1564777530227,363.142504427508 +-15,0,2,24,20.9070808706258,278.415511409512 +-15,0,3,6,189.243982412694,5394.73985707839 +-15,0,3,8,126.733704693833,3110.56923113303 +-15,0,3,9,107.620113570186,2512.7981433549 +-15,0,3,10,92.7294682089836,2052.19940679639 +-15,0,3,10.5,86.3752552418676,1867.65601323383 +-15,0,3,11,80.9370752003054,1715.19362689565 +-15,0,3,11.5,75.7041798130536,1569.34582263387 +-15,0,3,12,70.9972993151793,1436.50782385709 +-15,0,3,13,62.7805800938154,1234.47256461239 +-15,0,3,15,50.2141734452637,921.24825123109 +-15,0,3,18,37.0622955651922,609.702766912926 +-15,0,3,21,27.9356504042991,425.948094667196 +-15,0,3,24,21.7570158709271,303.820668918901 +-15,0,4,6,231.597215572494,7832.75656921601 +-15,0,4,8,142.081591872783,4045.50530907149 +-15,0,4,9,118.111212559586,3139.22206438957 +-15,0,4,10,100.44876376589,2533.0104419921 +-15,0,4,10.5,93.1449280645547,2305.62347555386 +-15,0,4,11,86.7243613560167,2096.32972148748 +-15,0,4,11.5,80.9311721122865,1903.63586516059 +-15,0,4,12,75.8404027750942,1736.90374085276 +-15,0,4,13,66.4915728950171,1467.04479912705 +-15,0,4,15,52.680710243575,1075.74551037773 +-15,0,4,18,38.1815095215045,711.909522035561 +-15,0,4,21,28.7084830030047,476.921866081421 +-15,0,4,24,22.2056571073669,338.522498069367 +-15,5,0,6,131.757379307896,2139.21618472203 +-15,5,0,8,96.3738737551984,1519.61901523273 +-15,5,0,9,83.8491863448279,1302.17873561743 +-15,5,0,10,73.4617802432557,1132.37028954679 +-15,5,0,10.5,68.941145489047,1055.8105457544 +-15,5,0,11,64.8705214281554,976.47422488456 +-15,5,0,11.5,61.0838916058998,930.125213432931 +-15,5,0,12,57.7540247619696,867.017371334746 +-15,5,0,13,51.679707790535,757.065880091911 +-15,5,0,15,41.6584878821071,609.105809353934 +-15,5,0,18,31.1284076113664,438.216702264369 +-15,5,0,21,23.6737800703033,322.962446363849 +-15,5,0,24,18.7607471334827,246.971289222535 +-15,5,0.5,6,135.656677838018,2590.77088531758 +-15,5,0.5,8,98.5623276459004,1783.00985600226 +-15,5,0.5,9,85.6458510015863,1507.06037950471 +-15,5,0.5,10,74.9387659992305,1289.47884794752 +-15,5,0.5,10.5,70.4659455155407,1203.06404029311 +-15,5,0.5,11,66.2982947144054,1121.84462512758 +-15,5,0.5,11.5,62.3641315245275,1043.45559540368 +-15,5,0.5,12,58.8385713928855,984.911452279418 +-15,5,0.5,13,52.6027520625814,851.396188867436 +-15,5,0.5,15,42.3893453485033,673.500907771007 +-15,5,0.5,18,31.3942224793944,464.67672542982 +-15,5,0.5,21,24.1901311220297,358.886036333319 +-15,5,0.5,24,18.5534881115809,260.702219812528 +-15,5,1,6,141.292746476607,3068.51616324768 +-15,5,1,8,101.612215874505,2053.83210889227 +-15,5,1,9,87.7842462130494,1711.61382431956 +-15,5,1,10,76.9043307116305,1455.07691133268 +-15,5,1,10.5,72.0092595803601,1346.08533688811 +-15,5,1,11,67.7143084713404,1260.54061525842 +-15,5,1,11.5,63.8351646113998,1168.58284070674 +-15,5,1,12,59.9729567711414,1090.55597146232 +-15,5,1,13,53.6947617887785,949.139886878031 +-15,5,1,15,43.2181462894537,740.633586223316 +-15,5,1,18,32.1652774283749,510.621729602526 +-15,5,1,21,24.5054998992311,368.108745815824 +-15,5,1,24,18.9271969464434,288.770230470583 +-15,5,1.5,6,148.041833449486,3587.6738153843 +-15,5,1.5,8,105.095202352968,2322.6454176202 +-15,5,1.5,9,90.7361936852052,1937.66453209885 +-15,5,1.5,10,78.9911623673908,1644.30373436665 +-15,5,1.5,10.5,74.054562043414,1511.92370136137 +-15,5,1.5,11,69.5110726337092,1399.08632749392 +-15,5,1.5,11.5,65.1171665336319,1284.7591511792 +-15,5,1.5,12,61.3531011886367,1208.55777815873 +-15,5,1.5,13,54.7629666228954,1052.15988452167 +-15,5,1.5,15,44.0042173377619,804.702445154842 +-15,5,1.5,18,32.4776992177577,555.91081088968 +-15,5,1.5,21,24.8193913405859,405.313437656727 +-15,5,1.5,24,19.2468148187874,292.852203531749 +-15,5,2,6,156.691689788568,4176.36081764212 +-15,5,2,8,109.432339585164,2635.84342579851 +-15,5,2,9,93.6888471383024,2172.87259627131 +-15,5,2,10,81.6158619041114,1823.57348036399 +-15,5,2,10.5,76.1969942095474,1680.41028167393 +-15,5,2,11,71.3332765677743,1542.06121384385 +-15,5,2,11.5,67.2053713580851,1438.79824214259 +-15,5,2,12,63.0342712697018,1320.14297501219 +-15,5,2,13,55.9747071701619,1143.30492999542 +-15,5,2,15,44.9319359291358,847.678176535534 +-15,5,2,18,33.3575373663917,606.877819334493 +-15,5,2,21,25.2576078728221,433.652315408987 +-15,5,2,24,19.8074263507017,313.538825709581 +-15,5,3,6,180.633871553607,5667.12356806084 +-15,5,3,8,120.283563385626,3338.08313696438 +-15,5,3,9,101.812429792574,2687.22629499584 +-15,5,3,10,87.8262823160095,2224.63026486143 +-15,5,3,10.5,81.572584101263,2021.89993119849 +-15,5,3,11,76.3439178052178,1866.02264941056 +-15,5,3,11.5,71.3530770182102,1731.40836718762 +-15,5,3,12,66.6246869447976,1574.15191704168 +-15,5,3,13,59.2304311993338,1359.57189079321 +-15,5,3,15,47.2211043976918,1003.1311327777 +-15,5,3,18,34.549397795844,695.094283029896 +-15,5,3,21,26.1515920883617,484.169684597715 +-15,5,3,24,20.1841824615697,345.385191307418 +-15,5,4,6,223.712548866089,8064.0641649458 +-15,5,4,8,135.887949690293,4234.13525842488 +-15,5,4,9,112.924874791283,3328.08249142532 +-15,5,4,10,95.7431548765426,2686.88435165385 +-15,5,4,10.5,88.6169888961809,2457.06064868276 +-15,5,4,11,82.3649687667912,2235.14836577082 +-15,5,4,11.5,76.8394600330975,2043.11380995145 +-15,5,4,12,71.6374129082522,1855.87839292967 +-15,5,4,13,63.1853738563925,1592.50316012647 +-15,5,4,15,49.7955212187999,1169.87407327204 +-15,5,4,18,36.1506266169405,775.724074313689 +-15,5,4,21,27.1864757403166,549.392601577156 +-15,5,4,24,20.8220478670569,386.059182624012 +-15,10,0,6,121.335796598349,2537.13212023538 +-15,10,0,8,88.5803108813798,1801.00299126443 +-15,10,0,9,76.761392735018,1546.28876816902 +-15,10,0,10,67.7034253134867,1346.95806767699 +-15,10,0,10.5,63.2671268566372,1260.18893584256 +-15,10,0,11,59.7140124260383,1162.30254695091 +-15,10,0,11.5,56.2647164110853,1086.39439533812 +-15,10,0,12,53.2487596507577,1037.70872427061 +-15,10,0,13,47.7332946362296,918.456982932752 +-15,10,0,15,38.465123501461,712.978123268328 +-15,10,0,18,28.6394120692178,519.707069921678 +-15,10,0,21,21.7227923615264,361.007325706028 +-15,10,0,24,16.796537367882,278.335391476859 +-15,10,0.5,6,126.023975516344,2959.06821753456 +-15,10,0.5,8,91.1827298499867,2041.5492468363 +-15,10,0.5,9,79.1815687978143,1728.33759785497 +-15,10,0.5,10,69.1056499160008,1499.67162777997 +-15,10,0.5,10.5,65.0987166598662,1386.4600397544 +-15,10,0.5,11,61.0023732371596,1281.58411067834 +-15,10,0.5,11.5,57.6887909325664,1204.87152116139 +-15,10,0.5,12,54.4305299400981,1127.76907600976 +-15,10,0.5,13,48.5013801804425,982.464651078093 +-15,10,0.5,15,39.230544772072,782.436714448855 +-15,10,0.5,18,28.9759946682949,553.094484068103 +-15,10,0.5,21,22.1463097014261,403.384832091984 +-15,10,0.5,24,17.087474489814,305.588380127683 +-15,10,1,6,131.998106800024,3414.87447832093 +-15,10,1,8,94.6228549815242,2296.40477527637 +-15,10,1,9,81.9559535836083,1938.43537933382 +-15,10,1,10,71.7490374699804,1630.92921308654 +-15,10,1,10.5,67.0343312349833,1533.76332465908 +-15,10,1,11,62.8227405228219,1409.83181276334 +-15,10,1,11.5,59.024094004384,1330.81159693398 +-15,10,1,12,55.7331002006214,1235.37886079471 +-15,10,1,13,49.6653265878388,1076.85959262364 +-15,10,1,15,40.0772627310904,832.855761010093 +-15,10,1,18,29.5077401987147,589.836889758724 +-15,10,1,21,22.6206263865358,433.193894983902 +-15,10,1,24,17.5456660359956,317.287748824208 +-15,10,1.5,6,138.811231395676,3871.44849512155 +-15,10,1.5,8,98.254186346452,2566.75349920709 +-15,10,1.5,9,84.8660803048797,2141.71529001273 +-15,10,1.5,10,73.634462659462,1811.31652851866 +-15,10,1.5,10.5,69.2012947812861,1671.5504127395 +-15,10,1.5,11,64.6882095566328,1548.79725760097 +-15,10,1.5,11.5,60.7979250615619,1435.45076431731 +-15,10,1.5,12,57.3394807587765,1339.76963461752 +-15,10,1.5,13,51.0243734043234,1160.51027386812 +-15,10,1.5,15,41.0198421184495,907.23224746687 +-15,10,1.5,18,30.4175575133849,620.496482589902 +-15,10,1.5,21,23.2787804641184,462.609767266767 +-15,10,1.5,24,17.6654350215243,336.068182890075 +-15,10,2,6,147.976932191657,4463.08215020828 +-15,10,2,8,103.242453912594,2871.91580436295 +-15,10,2,9,88.2299428241367,2378.9191753865 +-15,10,2,10,76.491082172067,1996.00745716299 +-15,10,2,10.5,71.6551598038466,1829.95628013905 +-15,10,2,11,66.9634916209589,1698.36452271155 +-15,10,2,11.5,62.9796014551557,1564.75457571429 +-15,10,2,12,59.0164943913894,1440.25306640229 +-15,10,2,13,52.2039712033028,1265.68518029841 +-15,10,2,15,41.9685507772671,948.607362360865 +-15,10,2,18,31.0363907379982,660.363592139629 +-15,10,2,21,23.3437767180766,476.659403650304 +-15,10,2,24,18.0097656003938,359.962047263244 +-15,10,3,6,172.827457012179,5900.61031721059 +-15,10,3,8,114.300461697922,3518.12858950616 +-15,10,3,9,96.6354843285159,2857.36502424761 +-15,10,3,10,83.0603272424699,2373.4547016995 +-15,10,3,10.5,77.2353746629295,2172.42625257901 +-15,10,3,11,72.1082445656549,2004.32358081382 +-15,10,3,11.5,67.3402619253425,1841.99440762421 +-15,10,3,12,63.1510795570903,1700.21547484288 +-15,10,3,13,55.6748153298642,1449.40906959487 +-15,10,3,15,44.1187565160963,1107.54345809682 +-15,10,3,18,32.6341797905831,756.857561074058 +-15,10,3,21,24.5477901247835,544.608761856754 +-15,10,3,24,18.8877026757248,383.189136637309 +-15,10,4,6,215.850718025015,8263.06766747242 +-15,10,4,8,130.396853610147,4390.55070751316 +-15,10,4,9,108.01556919988,3475.25309423469 +-15,10,4,10,91.1647899478316,2819.84354092801 +-15,10,4,10.5,84.5804062123352,2561.36425229725 +-15,10,4,11,78.6354833991466,2349.0924695154 +-15,10,4,11.5,73.0470734039948,2150.1241168469 +-15,10,4,12,68.4058726328707,1986.92540044161 +-15,10,4,13,59.6722693827889,1677.33500911248 +-15,10,4,15,47.2146889413588,1242.89542645686 +-15,10,4,18,34.1020977672614,843.367358394491 +-15,10,4,21,25.2866032366572,589.55067259412 +-15,10,4,24,19.4252512866363,411.46027045719 +-15,15,0,6,111.77410318485,2875.61445542593 +-15,15,0,8,81.8099000275028,2047.58596102878 +-15,15,0,9,70.8518785158079,1753.34855386905 +-15,15,0,10,62.4319574315274,1529.70009507309 +-15,15,0,10.5,58.6433405286803,1417.78660634997 +-15,15,0,11,55.0750361882153,1319.93159102255 +-15,15,0,11.5,51.9131669144278,1244.81527578407 +-15,15,0,12,49.1845103657474,1158.60201370202 +-15,15,0,13,43.6221112698215,1027.27783319866 +-15,15,0,15,35.2747316408307,797.182814351416 +-15,15,0,18,26.5613680353046,587.758888354266 +-15,15,0,21,19.9914990585284,423.240268987721 +-15,15,0,24,15.5785584365406,329.641832678109 +-15,15,0.5,6,116.988519163817,3260.78422131202 +-15,15,0.5,8,84.6239909384429,2271.05420182432 +-15,15,0.5,9,73.5500971277448,1929.87292614082 +-15,15,0.5,10,64.1888453852002,1671.08045969054 +-15,15,0.5,10.5,60.2224752465638,1553.14494416236 +-15,15,0.5,11,56.5267135512412,1432.32540556798 +-15,15,0.5,11.5,53.3786743608291,1344.69881421488 +-15,15,0.5,12,50.2425216715543,1252.98244673936 +-15,15,0.5,13,44.8765146098111,1101.91158069216 +-15,15,0.5,15,36.2051106936039,865.007382235648 +-15,15,0.5,18,26.761249938519,606.949465091266 +-15,15,0.5,21,20.5458518393616,460.470710069944 +-15,15,0.5,24,15.8219858419718,349.465687119926 +-15,15,1,6,123.433990177492,3679.97375055385 +-15,15,1,8,88.3078794066907,2518.68269751051 +-15,15,1,9,76.3978321759729,2127.7332560782 +-15,15,1,10,66.3942569642111,1797.95486747183 +-15,15,1,10.5,62.2542477184103,1680.36628079953 +-15,15,1,11,58.453797741592,1561.26209328213 +-15,15,1,11.5,55.2632096536579,1462.26545530228 +-15,15,1,12,51.8400546866636,1359.98454347249 +-15,15,1,13,46.20796431209,1194.05160348773 +-15,15,1,15,37.0253972110134,932.142699062638 +-15,15,1,18,27.5753746589395,658.748433544147 +-15,15,1,21,20.8930721626519,475.94196571236 +-15,15,1,24,16.4370354717974,364.896794205871 +-15,15,1.5,6,131.04745639847,4151.5729611481 +-15,15,1.5,8,92.2643983266326,2765.1119978266 +-15,15,1.5,9,79.7266560697234,2323.87763689243 +-15,15,1.5,10,69.4081722024817,1965.32161354908 +-15,15,1.5,10.5,64.6091482325696,1819.69847253834 +-15,15,1.5,11,60.5633967776135,1678.52208018411 +-15,15,1.5,11.5,56.7845542996824,1568.10922298703 +-15,15,1.5,12,53.5209446563257,1464.39319511534 +-15,15,1.5,13,47.7115223288924,1279.56145511466 +-15,15,1.5,15,38.1773957524913,992.873013546034 +-15,15,1.5,18,28.3356160560701,700.533016007835 +-15,15,1.5,21,21.2700234106143,510.818816610511 +-15,15,1.5,24,16.6310268186895,355.102760098729 +-15,15,2,6,140.290187940021,4699.58458620978 +-15,15,2,8,97.2647899195316,3038.62847678092 +-15,15,2,9,83.1529474861589,2530.39777339071 +-15,15,2,10,71.9892338718542,2131.67920084812 +-15,15,2,10.5,67.0347324252991,1964.9132705043 +-15,15,2,11,62.8355373324203,1830.73361026737 +-15,15,2,11.5,58.9162950176381,1694.95177594826 +-15,15,2,12,55.3331660861716,1555.71256568933 +-15,15,2,13,49.1034103510001,1363.62018751071 +-15,15,2,15,39.0550314888988,1036.31187817635 +-15,15,2,18,28.9130257859195,714.146735695319 +-15,15,2,21,21.5604557526101,527.342457810225 +-15,15,2,24,17.0226094888477,400.477977396795 +-15,15,3,6,165.983394670562,6103.92756479974 +-15,15,3,8,108.922235529539,3687.73021277513 +-15,15,3,9,91.7971299521236,2989.52081915638 +-15,15,3,10,78.6321238764974,2500.74722471669 +-15,15,3,10.5,73.1681926662926,2306.14743842354 +-15,15,3,11,68.3248506881326,2116.5371529049 +-15,15,3,11.5,63.7139458215077,1949.49259264703 +-15,15,3,12,59.4964766499785,1788.34641521424 +-15,15,3,13,52.6524795154442,1544.56598450645 +-15,15,3,15,41.5131483953831,1177.06424857742 +-15,15,3,18,30.4169597052116,814.193778064766 +-15,15,3,21,22.8345170202255,584.960190010776 +-15,15,3,24,17.5903433528147,414.286607474721 +-15,15,4,6,208.853624975444,8407.86269122722 +-15,15,4,8,125.335179907783,4533.6367211841 +-15,15,4,9,103.516981860602,3592.76862406212 +-15,15,4,10,87.1716748537381,2936.65820355127 +-15,15,4,10.5,80.7126577967176,2672.75925040984 +-15,15,4,11,74.8932892032562,2444.52128738964 +-15,15,4,11.5,69.6930033909511,2246.85934609785 +-15,15,4,12,64.8729733569853,2054.38470946062 +-15,15,4,13,57.0582517065023,1763.44684193998 +-15,15,4,15,44.4735841151279,1312.45524353256 +-15,15,4,18,32.2073393847751,893.832370051727 +-15,15,4,21,23.9532042632174,626.631571963259 +-15,15,4,24,18.3084148950489,446.38205779747 +-10,-15,0,6,170.376032683621,-630.283197500654 +-10,-15,0,8,124.34709644747,-441.499518148816 +-10,-15,0,9,107.987035131664,-382.220378727556 +-10,-15,0,10,95.0865802806659,-332.053264949036 +-10,-15,0,10.5,89.2452396153008,-314.237868509616 +-10,-15,0,11,84.1212666000057,-293.454137709202 +-10,-15,0,11.5,79.2458722650531,-271.877465726822 +-10,-15,0,12,74.8017664108825,-257.532555537749 +-10,-15,0,13,66.5658329570596,-212.909787714001 +-10,-15,0,15,53.9022503083944,-187.65787089557 +-10,-15,0,18,40.4423295054744,-138.180337694601 +-10,-15,0,21,30.962417264523,-104.928330757448 +-10,-15,0,24,24.0792793032799,-74.2695434023511 +-10,-15,0.5,6,169.834019971216,-45.0572949452581 +-10,-15,0.5,8,124.152546673808,-115.398181729955 +-10,-15,0.5,9,107.953039267997,-129.176019784783 +-10,-15,0.5,10,94.8128472312305,-128.739548320943 +-10,-15,0.5,10.5,88.9038180212035,-124.461519183539 +-10,-15,0.5,11,83.891898964041,-124.269297880924 +-10,-15,0.5,11.5,78.9685859066028,-128.06911892999 +-10,-15,0.5,12,74.5629604075048,-116.323177641672 +-10,-15,0.5,13,66.3901588469547,-103.977560674811 +-10,-15,0.5,15,54.0616125818351,-90.2591906478621 +-10,-15,0.5,18,40.460382868501,-73.7784438979238 +-10,-15,0.5,21,30.8683662556324,-59.8413082884528 +-10,-15,0.5,24,23.856398740668,-52.0505961339301 +-10,-15,1,6,171.235388050057,504.019830563762 +-10,-15,1,8,124.679426084563,213.396687171827 +-10,-15,1,9,107.942300187307,140.770659627727 +-10,-15,1,10,94.702873321813,74.9478778564057 +-10,-15,1,10.5,89.1580998451568,66.1232371588185 +-10,-15,1,11,83.8564066619615,44.3761308722975 +-10,-15,1,11.5,78.8330198493344,40.4226150596172 +-10,-15,1,12,74.3949558032494,34.4534301036815 +-10,-15,1,13,66.6657348638936,-6.60476008938134 +-10,-15,1,15,53.8618629368918,-4.0619149052055 +-10,-15,1,18,40.5387480078459,-31.0945233105029 +-10,-15,1,21,30.7244925249473,-25.6834604823632 +-10,-15,1,24,23.9407274092058,-30.9568914865499 +-10,-15,1.5,6,173.907183615169,1097.61097403947 +-10,-15,1.5,8,125.613603798002,531.341966235811 +-10,-15,1.5,9,109.149336396424,381.929265850785 +-10,-15,1.5,10,95.2339812384354,272.106213624229 +-10,-15,1.5,10.5,89.6774761618107,251.418563000377 +-10,-15,1.5,11,84.3783395152517,230.246344821752 +-10,-15,1.5,11.5,79.1869054801891,178.225168424657 +-10,-15,1.5,12,75.1486481416866,173.361964021276 +-10,-15,1.5,13,66.8021079929885,115.223249799464 +-10,-15,1.5,15,54.2881050783764,66.4603735722702 +-10,-15,1.5,18,40.2708832488213,26.1449742902803 +-10,-15,1.5,21,30.7608011892362,9.67488694538303 +-10,-15,1.5,24,23.8086063892726,-22.2115323288523 +-10,-15,2,6,178.624887711992,1730.71884973824 +-10,-15,2,8,127.512546907657,885.942513759352 +-10,-15,2,9,110.266525882849,656.03214489681 +-10,-15,2,10,96.2224752357138,506.841698471102 +-10,-15,2,10.5,90.4751452591029,449.757574624249 +-10,-15,2,11,84.9936440546379,380.72403061855 +-10,-15,2,11.5,80.0486167895867,343.084076215161 +-10,-15,2,12,75.1619129965545,299.13221818003 +-10,-15,2,13,67.3615022612543,240.622470151091 +-10,-15,2,15,54.3084712215545,158.997689753998 +-10,-15,2,18,40.1911337357539,80.9792734945873 +-10,-15,2,21,30.9533954980711,30.3037533370546 +-10,-15,2,24,24.0169852983849,19.6547724423539 +-10,-15,3,6,194.846146740942,3262.7474110733 +-10,-15,3,8,133.613795877889,1646.87909602074 +-10,-15,3,9,114.590189776777,1225.56580646107 +-10,-15,3,10,99.5198096135425,942.434008037762 +-10,-15,3,10.5,93.0757722314837,838.648527400594 +-10,-15,3,11,87.1930365124724,743.270863105257 +-10,-15,3,11.5,81.7701492344352,672.141420477178 +-10,-15,3,12,77.0910860661495,589.033890350068 +-10,-15,3,13,68.5478815833318,486.338591415092 +-10,-15,3,15,55.1436132704957,311.186607151969 +-10,-15,3,18,41.000206548111,178.367996598186 +-10,-15,3,21,31.0966336542734,95.4947990276905 +-10,-15,3,24,24.1412917149073,51.2406788425516 +-10,-15,4,6,228.761321913288,5544.35181283368 +-10,-15,4,8,144.768586610103,2538.63005436535 +-10,-15,4,9,121.781602583238,1880.80007714945 +-10,-15,4,10,104.635921457267,1439.04959649189 +-10,-15,4,10.5,97.2811306120855,1265.27504777882 +-10,-15,4,11,90.8424929403101,1129.70764992571 +-10,-15,4,11.5,85.0572401194014,1003.91743195459 +-10,-15,4,12,79.583903961404,895.6156323198 +-10,-15,4,13,70.8467761653771,726.608014417256 +-10,-15,4,15,56.4892894773727,486.913524765002 +-10,-15,4,18,41.5057427487025,283.225728024077 +-10,-15,4,21,31.4640460168458,177.296857322553 +-10,-15,4,24,24.3543473203734,108.846100176272 +-10,-10,0,6,155.519653978694,-7.51213194092966 +-10,-10,0,8,113.685035988178,-9.41045635041568 +-10,-10,0,9,99.0125324002528,1.46000857220433 +-10,-10,0,10,87.0292441245695,-5.02561528524753 +-10,-10,0,10.5,81.6227138252369,5.39994390179757 +-10,-10,0,11,76.7888625388326,1.36736904298152 +-10,-10,0,11.5,72.4992429779859,-4.14304351163189 +-10,-10,0,12,68.4786075691976,-10.507045084218 +-10,-10,0,13,61.0482492289401,-8.13447413198895 +-10,-10,0,15,49.1628499181641,-6.0336709404504 +-10,-10,0,18,37.1163309654405,-12.7700735800837 +-10,-10,0,21,28.3006560274022,-3.06938339140508 +-10,-10,0,24,21.9901960583921,-7.9106298982005 +-10,-10,0.5,6,156.234371136968,512.954612533735 +-10,-10,0.5,8,114.113336923214,297.894495068751 +-10,-10,0.5,9,99.1654478462793,230.189618165263 +-10,-10,0.5,10,87.0990669170009,184.462210152481 +-10,-10,0.5,10.5,81.7938633038536,164.843774929046 +-10,-10,0.5,11,76.8484530535643,144.386697900645 +-10,-10,0.5,11.5,72.313085353097,132.949360785301 +-10,-10,0.5,12,68.2282736665347,132.894482084877 +-10,-10,0.5,13,61.0169673877281,102.726943222451 +-10,-10,0.5,15,49.2513858889513,83.2135512896547 +-10,-10,0.5,18,37.1843394863269,37.1191442433993 +-10,-10,0.5,21,28.3940627985078,31.5115096262286 +-10,-10,0.5,24,22.1070973086829,19.8150597279397 +-10,-10,1,6,158.349630888471,1033.72534768382 +-10,-10,1,8,114.69349106023,595.509441566343 +-10,-10,1,9,99.9556652512928,471.546857685886 +-10,-10,1,10,87.3712468988803,363.224711649457 +-10,-10,1,10.5,82.345114073367,342.044309030261 +-10,-10,1,11,76.94640503258,305.263276361795 +-10,-10,1,11.5,72.6331654205945,272.587653295963 +-10,-10,1,12,68.6181648650314,248.16550429348 +-10,-10,1,13,61.5442236330242,208.743192648695 +-10,-10,1,15,49.6857818051045,129.71148591963 +-10,-10,1,18,36.8992569677477,97.0347933183077 +-10,-10,1,21,28.2151553713457,57.6081375957156 +-10,-10,1,24,22.1330216458054,37.7744433267292 +-10,-10,1.5,6,161.958024624389,1596.63665755866 +-10,-10,1.5,8,116.522937794992,909.744450846664 +-10,-10,1.5,9,101.025442623887,711.270066531191 +-10,-10,1.5,10,88.2990661334964,562.351781502362 +-10,-10,1.5,10.5,82.9563103071886,509.939146196983 +-10,-10,1.5,11,78.1040427058235,458.547007266339 +-10,-10,1.5,11.5,73.3968327110306,409.683933888071 +-10,-10,1.5,12,69.2531152990664,381.873538153092 +-10,-10,1.5,13,61.7695086250742,317.608816815026 +-10,-10,1.5,15,49.8584152029839,226.568359646474 +-10,-10,1.5,18,37.0253829351216,147.524626992883 +-10,-10,1.5,21,28.2071609550974,95.9604460576973 +-10,-10,1.5,24,21.9325351629358,68.2360417017627 +-10,-10,2,6,167.243657545747,2193.25034786031 +-10,-10,2,8,118.995006365152,1217.10073473026 +-10,-10,2,9,102.410433862302,952.050987603478 +-10,-10,2,10,89.7058133380873,763.403673252329 +-10,-10,2,10.5,84.1900811597082,695.342683467098 +-10,-10,2,11,79.0543784052784,621.770442630733 +-10,-10,2,11.5,74.0076723184779,561.573643203391 +-10,-10,2,12,69.8083579072217,500.07000608508 +-10,-10,2,13,62.477346806775,429.879748849405 +-10,-10,2,15,50.3959915589263,297.753676312724 +-10,-10,2,18,37.3524497044927,194.252263532117 +-10,-10,2,21,28.5964910235953,111.281260753188 +-10,-10,2,24,21.8861370633692,84.6194678635881 +-10,-10,3,6,184.412117859215,3639.40752531175 +-10,-10,3,8,126.014806979711,1921.90285520821 +-10,-10,3,9,107.308193223621,1494.96957486593 +-10,-10,3,10,93.1118537509658,1190.46251159108 +-10,-10,3,10.5,87.0821909509365,1070.2992556017 +-10,-10,3,11,81.4064577909847,952.602713716449 +-10,-10,3,11.5,76.8138546343833,855.788580720311 +-10,-10,3,12,71.9897426914393,787.805410201351 +-10,-10,3,13,63.8120783019594,657.403440638467 +-10,-10,3,15,51.2281852664889,442.926264145085 +-10,-10,3,18,38.019592951802,281.542465972743 +-10,-10,3,21,28.8650200438655,174.272168979797 +-10,-10,3,24,22.3674426952046,117.430723270808 +-10,-10,4,6,218.846070832267,5868.91208938155 +-10,-10,4,8,137.557266792675,2783.21243621046 +-10,-10,4,9,115.267410022022,2112.08790251856 +-10,-10,4,10,98.429148903586,1641.33233264264 +-10,-10,4,10.5,91.7963185722769,1477.5762707705 +-10,-10,4,11,85.6003452686016,1314.19260310722 +-10,-10,4,11.5,80.1520892551152,1196.56305102365 +-10,-10,4,12,75.1905790923565,1075.79110144851 +-10,-10,4,13,65.9974778935163,878.888111758055 +-10,-10,4,15,52.8333188489862,611.274853462918 +-10,-10,4,18,38.7548695397033,366.471150574798 +-10,-10,4,21,29.1990000589208,242.583312301249 +-10,-10,4,24,22.7556312706433,153.583829200106 +-10,-5,0,6,141.805621705288,552.163231001469 +-10,-5,0,8,103.68795536859,403.186687654554 +-10,-5,0,9,89.9754585437543,347.662878032962 +-10,-5,0,10,78.9687795051141,301.423976728737 +-10,-5,0,10.5,74.5857676671504,281.10286634833 +-10,-5,0,11,69.8407392962988,246.34650980786 +-10,-5,0,11.5,65.9872055988655,247.98208146808 +-10,-5,0,12,62.1195169762757,230.979767540604 +-10,-5,0,13,55.6880143281424,201.055531416096 +-10,-5,0,15,44.9916096122968,155.969007195457 +-10,-5,0,18,33.7808661709076,114.390137464589 +-10,-5,0,21,25.6068611233268,84.4991936756871 +-10,-5,0,24,20.0209067820883,66.8970681287179 +-10,-5,0.5,6,143.296908362129,1025.75423818625 +-10,-5,0.5,8,104.628382057574,667.201752115649 +-10,-5,0.5,9,90.5849819646509,548.355592206596 +-10,-5,0.5,10,79.9252829279704,455.234052347971 +-10,-5,0.5,10.5,75.0630358346305,430.505554032513 +-10,-5,0.5,11,70.375412077803,391.813524916324 +-10,-5,0.5,11.5,66.1582800094909,360.572816141916 +-10,-5,0.5,12,62.5898000782616,347.636830069937 +-10,-5,0.5,13,56.0184537545353,291.037630779902 +-10,-5,0.5,15,45.1855037282049,234.354026711172 +-10,-5,0.5,18,33.8555720203087,158.908820664878 +-10,-5,0.5,21,25.8317873289944,118.516769713136 +-10,-5,0.5,24,19.9571792422778,71.0329244386332 +-10,-5,1,6,146.445675347089,1515.43581255331 +-10,-5,1,8,105.866373509917,954.361635753572 +-10,-5,1,9,91.8236862791353,768.244694701612 +-10,-5,1,10,80.5308730620797,631.698286726571 +-10,-5,1,10.5,75.4501708916149,586.022063247381 +-10,-5,1,11,71.0968201362593,543.446642831375 +-10,-5,1,11.5,66.8338396820584,498.998672988902 +-10,-5,1,12,63.1597531887725,460.882188253866 +-10,-5,1,13,56.2944230508002,391.354756969344 +-10,-5,1,15,45.6008459484852,288.834850119773 +-10,-5,1,18,34.0741912724614,205.980065661402 +-10,-5,1,21,25.9182827503609,130.527009977989 +-10,-5,1,24,20.1416904175838,103.959876944704 +-10,-5,1.5,6,150.538974591686,2034.75791054842 +-10,-5,1.5,8,107.83693429669,1237.31960387393 +-10,-5,1.5,9,93.6011745312972,997.447873665969 +-10,-5,1.5,10,81.5412515265735,816.21898962141 +-10,-5,1.5,10.5,76.4246008836961,744.938145428057 +-10,-5,1.5,11,71.8800367573304,683.2539855524 +-10,-5,1.5,11.5,67.6559636747324,641.479796116021 +-10,-5,1.5,12,64.1364783967135,579.871057839817 +-10,-5,1.5,13,56.9167986755906,495.778865525002 +-10,-5,1.5,15,46.0932975020802,354.059997294778 +-10,-5,1.5,18,34.1168134550183,239.917259703898 +-10,-5,1.5,21,26.1534003924204,159.898941447802 +-10,-5,1.5,24,20.4123351390811,121.781772213726 +-10,-5,2,6,156.44669629497,2606.29471243442 +-10,-5,2,8,110.610925748004,1537.11360962466 +-10,-5,2,9,95.4181077104902,1224.84756444644 +-10,-5,2,10,82.8726242839357,1006.5988699663 +-10,-5,2,10.5,77.7352130606499,915.944809387738 +-10,-5,2,11,73.2290044647697,830.941852045077 +-10,-5,2,11.5,68.7213505332211,768.210399904752 +-10,-5,2,12,64.6377484706551,686.361459740675 +-10,-5,2,13,57.6539775190035,591.812235975737 +-10,-5,2,15,46.2325619836656,429.322052824631 +-10,-5,2,18,34.6313150386025,282.195877213399 +-10,-5,2,21,26.1244215807799,182.789774479984 +-10,-5,2,24,20.2794996554719,141.122885953648 +-10,-5,3,6,174.684898458416,3979.92017925217 +-10,-5,3,8,118.207343419877,2194.64559466065 +-10,-5,3,9,100.716668760134,1726.83769460387 +-10,-5,3,10,87.4471987003708,1391.83734623892 +-10,-5,3,10.5,81.3245624706667,1267.33265635484 +-10,-5,3,11,76.2019092727761,1149.76356661007 +-10,-5,3,11.5,71.7063187735908,1048.45375559847 +-10,-5,3,12,67.0664415581741,943.238629021597 +-10,-5,3,13,59.4201527696036,796.751753388269 +-10,-5,3,15,47.6467485995007,582.65726356125 +-10,-5,3,18,35.2600418724285,362.929052885902 +-10,-5,3,21,26.7964170334378,248.140747483034 +-10,-5,3,24,20.8007367701629,173.790157833397 +-10,-5,4,6,209.458175929026,6147.95394855955 +-10,-5,4,8,130.485691788955,3031.71326888718 +-10,-5,4,9,109.03377574697,2326.56978464087 +-10,-5,4,10,93.0676690257311,1839.3884353041 +-10,-5,4,10.5,86.8225830710973,1667.91568512082 +-10,-5,4,11,80.5980538436347,1490.44119340669 +-10,-5,4,11.5,75.0693579056661,1344.73594630506 +-10,-5,4,12,70.5780213330464,1229.17618340233 +-10,-5,4,13,62.0847735049997,1017.23847654235 +-10,-5,4,15,49.2916652715553,737.623414797153 +-10,-5,4,18,36.4989483399038,469.757620610643 +-10,-5,4,21,27.2483586415546,314.610275557553 +-10,-5,4,24,21.2052354749851,207.888479486515 +-10,0,0,6,129.299070960896,1063.02965435456 +-10,0,0,8,94.2615065556382,762.345605769255 +-10,0,0,9,82.1671363584513,654.160136588683 +-10,0,0,10,72.2811652936948,573.605168587505 +-10,0,0,10.5,67.6575276672891,532.464705211504 +-10,0,0,11,63.6533502319142,491.95511491965 +-10,0,0,11.5,60.1331804330537,471.024551882657 +-10,0,0,12,56.5903309083523,424.274199079436 +-10,0,0,13,50.6569266500601,376.546681090065 +-10,0,0,15,41.0304675018528,289.607924504539 +-10,0,0,18,30.8057670878161,205.521854627288 +-10,0,0,21,23.376219199889,158.602659519895 +-10,0,0,24,18.1768993164309,127.786524160745 +-10,0,0.5,6,131.66156306236,1491.72093998565 +-10,0,0.5,8,95.6822070117232,1016.0232933 +-10,0,0.5,9,83.0644881386396,848.666381097303 +-10,0,0.5,10,72.7734311505984,716.272452988412 +-10,0,0.5,10.5,68.4535101700705,683.106510324397 +-10,0,0.5,11,64.5250267300823,616.150853980019 +-10,0,0.5,11.5,60.9897562201114,571.036650780458 +-10,0,0.5,12,57.3049276732594,534.819511198139 +-10,0,0.5,13,51.164572599493,463.783795074364 +-10,0,0.5,15,41.2919521066081,371.675903649377 +-10,0,0.5,18,30.7129692239841,247.504464025221 +-10,0,0.5,21,23.7736240206312,188.569356209176 +-10,0,0.5,24,18.4307099763267,133.712337962496 +-10,0,1,6,134.889838087684,1944.19952523026 +-10,0,1,8,97.5743019594681,1263.47196807725 +-10,0,1,9,84.59933856309,1049.34605928099 +-10,0,1,10,74.0913846584059,874.231373503821 +-10,0,1,10.5,69.4982070485108,810.941344622761 +-10,0,1,11,65.3090168097303,750.404903387224 +-10,0,1,11.5,61.5573132359454,692.615432283021 +-10,0,1,12,57.9801422189207,637.396135451357 +-10,0,1,13,51.7484056183143,558.84125542321 +-10,0,1,15,41.9958066246022,420.854168235098 +-10,0,1,18,31.1910061339685,296.865323954935 +-10,0,1,21,23.7324246721701,218.548298607981 +-10,0,1,24,18.5411521323812,155.668093164711 +-10,0,1.5,6,139.794017341106,2425.99215485059 +-10,0,1.5,8,99.8809402071422,1539.60957755293 +-10,0,1.5,9,86.53039079605,1252.69549691635 +-10,0,1.5,10,75.3617186641195,1054.26175735042 +-10,0,1.5,10.5,70.5863786294703,956.961043663564 +-10,0,1.5,11,66.1874326633498,866.2888556269 +-10,0,1.5,11.5,62.4965199638376,821.999725476673 +-10,0,1.5,12,59.0021413423065,768.564510615198 +-10,0,1.5,13,52.6554219089323,643.546611281537 +-10,0,1.5,15,42.4256320022058,480.044070595988 +-10,0,1.5,18,31.4716643988555,336.996902200926 +-10,0,1.5,21,24.166472712931,247.242790766089 +-10,0,1.5,24,18.4770473723212,161.784623681431 +-10,0,2,6,146.056222897794,2959.72050095168 +-10,0,2,8,102.969254200895,1820.88051853055 +-10,0,2,9,88.6625238339337,1482.02197887974 +-10,0,2,10,77.0285460248498,1226.42678099453 +-10,0,2,10.5,72.1397386388718,1125.52201238653 +-10,0,2,11,67.8101989361509,1024.23558436318 +-10,0,2,11.5,63.6893118228174,938.018290724836 +-10,0,2,12,60.0080366243113,861.417234400165 +-10,0,2,13,53.2064194130259,734.221197289558 +-10,0,2,15,42.7732291571893,549.778475995812 +-10,0,2,18,31.9004465301304,379.999165319455 +-10,0,2,21,24.110375562184,265.4192430266 +-10,0,2,24,18.7899927422085,196.585185797883 +-10,0,3,6,165.573736716242,4303.6678242546 +-10,0,3,8,111.305683427937,2448.16565192088 +-10,0,3,9,94.5194677421895,1950.58191760274 +-10,0,3,10,81.6490272915883,1585.24901533794 +-10,0,3,10.5,76.0805028847929,1449.41124712799 +-10,0,3,11,71.2804670080334,1322.96139669815 +-10,0,3,11.5,66.854902609515,1223.71962492793 +-10,0,3,12,62.5019343178824,1115.6970544649 +-10,0,3,13,55.625646983377,937.97041817382 +-10,0,3,15,44.4929250367885,691.064556606968 +-10,0,3,18,32.8766278742609,463.511583168613 +-10,0,3,21,24.9700928302501,315.615926157493 +-10,0,3,24,19.1966065984919,210.864180833989 +-10,0,4,6,200.558128132067,6423.44474574654 +-10,0,4,8,124.018209255119,3248.87126888426 +-10,0,4,9,103.220079099504,2504.91508416249 +-10,0,4,10,87.8902683553561,2010.02667867791 +-10,0,4,10.5,81.60237933453,1807.99723339706 +-10,0,4,11,75.9766263734811,1641.89449583865 +-10,0,4,11.5,70.9884074613978,1495.64264136587 +-10,0,4,12,66.3536663492856,1357.24705350092 +-10,0,4,13,58.5102375287306,1152.21425170765 +-10,0,4,15,46.6421850772528,833.367768325324 +-10,0,4,18,33.83817356509,539.919626616519 +-10,0,4,21,25.4494612882056,365.480662857897 +-10,0,4,24,19.5456414761546,261.684041728528 +-10,5,0,6,117.666928484052,1529.10242711001 +-10,5,0,8,85.7431326006894,1087.33830261235 +-10,5,0,9,74.9126169443285,926.073405077887 +-10,5,0,10,65.7053701227049,802.735542111388 +-10,5,0,10.5,61.8251316728875,755.942189071661 +-10,5,0,11,57.977037169906,702.502081542463 +-10,5,0,11.5,54.8570703481941,665.967206980768 +-10,5,0,12,51.6912512119759,622.390387007678 +-10,5,0,13,46.2833734418121,546.591825510786 +-10,5,0,15,37.5461177911907,434.092390203588 +-10,5,0,18,27.7889960202346,308.03971372436 +-10,5,0,21,21.2932654904902,223.870512769693 +-10,5,0,24,16.8055150328294,160.930959910461 +-10,5,0.5,6,120.447664924414,1918.8858167254 +-10,5,0.5,8,87.6242376127195,1312.89588367941 +-10,5,0.5,9,76.2880604363337,1109.08262449292 +-10,5,0.5,10,66.6385034953415,944.862018439275 +-10,5,0.5,10.5,62.7660546879443,886.218649125491 +-10,5,0.5,11,59.1129792414894,833.849992272344 +-10,5,0.5,11.5,55.6942010752895,764.012052553741 +-10,5,0.5,12,52.3572913493379,707.124692568831 +-10,5,0.5,13,46.9088313185734,624.668876570895 +-10,5,0.5,15,38.1020915406485,488.207969257211 +-10,5,0.5,18,28.1484320714651,344.574978282579 +-10,5,0.5,21,21.5421547832895,261.245260712361 +-10,5,0.5,24,16.7168398529375,186.163451901225 +-10,5,1,6,124.733001042416,2345.21167915012 +-10,5,1,8,89.8723672330399,1548.6871216126 +-10,5,1,9,77.8124064376097,1280.09202037707 +-10,5,1,10,68.212435446036,1094.97273016136 +-10,5,1,10.5,63.8810791635216,1021.50541508607 +-10,5,1,11,60.0980020432189,944.382991967856 +-10,5,1,11.5,56.5364019670725,870.022564889416 +-10,5,1,12,53.3469363810655,813.310261960876 +-10,5,1,13,47.3703112606877,708.804335791185 +-10,5,1,15,38.5126343257003,540.587536595276 +-10,5,1,18,28.6670270088061,384.251070333152 +-10,5,1,21,21.7797321260366,274.886395856134 +-10,5,1,24,16.882684660002,213.249526961734 +-10,5,1.5,6,129.985431305364,2803.14766360112 +-10,5,1.5,8,92.7192940655168,1817.12916839038 +-10,5,1.5,9,80.033121176676,1496.4263502252 +-10,5,1.5,10,69.9219574068043,1247.85624820902 +-10,5,1.5,10.5,65.5614379977298,1157.56421114405 +-10,5,1.5,11,61.5489221781091,1071.3375347661 +-10,5,1.5,11.5,57.9283713146845,986.635128848897 +-10,5,1.5,12,54.3654033875062,935.743093525074 +-10,5,1.5,13,48.4954848048085,794.858403103326 +-10,5,1.5,15,39.2079607396192,612.670852650484 +-10,5,1.5,18,28.8566130869226,409.820692847807 +-10,5,1.5,21,22.2107786418628,303.599727174449 +-10,5,1.5,24,17.1778469375356,211.877932974268 +-10,5,2,6,136.9677757395,3300.20127427054 +-10,5,2,8,96.0847413742405,2055.47841053294 +-10,5,2,9,82.6047854543961,1692.34129549255 +-10,5,2,10,71.6261453041377,1418.120685435 +-10,5,2,10.5,67.0815271843027,1298.23915401415 +-10,5,2,11,62.8815942709874,1182.52429744082 +-10,5,2,11.5,59.1655322197245,1103.42856747857 +-10,5,2,12,55.5381274807211,1026.9023616988 +-10,5,2,13,49.4283943519361,876.353311394722 +-10,5,2,15,39.6907100432446,655.886736861126 +-10,5,2,18,29.4117335735546,454.277169018593 +-10,5,2,21,22.3507834659056,331.73652158688 +-10,5,2,24,17.3660524336656,243.141540919012 +-10,5,3,6,156.758335076833,4575.75029337837 +-10,5,3,8,105.107252478882,2677.23499601943 +-10,5,3,9,89.1178998093561,2142.76322273875 +-10,5,3,10,76.6677094125082,1760.2716477388 +-10,5,3,10.5,71.3594731658879,1610.93692748607 +-10,5,3,11,66.8197825330257,1459.77799346933 +-10,5,3,11.5,62.4864516272409,1355.86604396093 +-10,5,3,12,58.6542579461991,1228.46151487521 +-10,5,3,13,52.000235378605,1050.52778345715 +-10,5,3,15,41.3945807893021,783.441999876258 +-10,5,3,18,30.6077509387651,537.961020186856 +-10,5,3,21,23.2025895971777,369.512558345998 +-10,5,3,24,17.7511121030177,263.619062332885 +-10,5,4,6,192.66312634432,6611.34356126642 +-10,5,4,8,117.920807037059,3423.04841754558 +-10,5,4,9,97.8646419509974,2674.46335837385 +-10,5,4,10,83.2675927727289,2164.47040735679 +-10,5,4,10.5,77.1055424370197,1957.70433891561 +-10,5,4,11,71.7083252998123,1780.58495232081 +-10,5,4,11.5,66.8199854666876,1616.2594351831 +-10,5,4,12,62.5085976412441,1478.22471671422 +-10,5,4,13,55.1535395414032,1268.93754814364 +-10,5,4,15,43.5974467899056,928.167955119599 +-10,5,4,18,31.7068566957473,609.255606364372 +-10,5,4,21,23.699404401797,423.018829735249 +-10,5,4,24,18.4271461141171,298.031023923152 +-10,10,0,6,107.37092360588,1928.30370088744 +-10,10,0,8,78.229748723585,1371.10908490442 +-10,10,0,9,68.1162966780199,1175.92329451557 +-10,10,0,10,59.901839145918,1027.66149011497 +-10,10,0,10.5,56.2312480584323,952.424324573087 +-10,10,0,11,52.8716028076827,881.950289451494 +-10,10,0,11.5,49.859401607099,839.910083365998 +-10,10,0,12,47.105230257993,769.954316739468 +-10,10,0,13,42.1109057472603,676.42200919785 +-10,10,0,15,34.0652405915747,540.160291652078 +-10,10,0,18,25.3223536914777,396.450468070289 +-10,10,0,21,19.6239051189719,281.857815384688 +-10,10,0,24,15.1855470797317,210.597973300492 +-10,10,0.5,6,110.810971949968,2290.77488591939 +-10,10,0.5,8,80.6220846324003,1592.35887268431 +-10,10,0.5,9,69.7545179666536,1335.1296730028 +-10,10,0.5,10,61.1747130267781,1149.62689233801 +-10,10,0.5,10.5,57.4453951513874,1061.04751295804 +-10,10,0.5,11,53.874639657982,989.741518254739 +-10,10,0.5,11.5,50.9010204090085,912.264015141961 +-10,10,0.5,12,48.0800687359793,879.143019787454 +-10,10,0.5,13,42.792995548451,774.813515401925 +-10,10,0.5,15,34.6870057598471,600.79512007424 +-10,10,0.5,18,25.7510719614609,425.291261232906 +-10,10,0.5,21,19.7893913077755,317.277883976928 +-10,10,0.5,24,15.2667048094605,226.786832537145 +-10,10,1,6,115.553242628017,2677.03308404891 +-10,10,1,8,83.1094631895693,1794.87855802155 +-10,10,1,9,72.0321326117192,1506.20068677029 +-10,10,1,10,62.8865386707382,1275.36438899137 +-10,10,1,10.5,59.0594321481095,1188.49186344842 +-10,10,1,11,55.2571392150862,1108.36258073811 +-10,10,1,11.5,52.1245191639122,1026.32919489164 +-10,10,1,12,49.1173723745473,955.062625460602 +-10,10,1,13,43.830630893342,833.105955479334 +-10,10,1,15,35.1364740050655,656.739283660059 +-10,10,1,18,26.2839457485454,454.941918182427 +-10,10,1,21,20.0588091894763,327.295309484052 +-10,10,1,24,15.5899556835565,238.663978792634 +-10,10,1.5,6,121.424598836961,3112.42727552746 +-10,10,1.5,8,86.2463289927691,2038.41928080645 +-10,10,1.5,9,74.3085411659371,1696.82221335815 +-10,10,1.5,10,64.617362694252,1429.89678117589 +-10,10,1.5,10.5,60.7619450009298,1319.76232910086 +-10,10,1.5,11,56.8761419633854,1226.92409761172 +-10,10,1.5,11.5,53.5982778046395,1140.23206324062 +-10,10,1.5,12,50.422656937364,1066.04196915699 +-10,10,1.5,13,44.6611406922017,917.947074493901 +-10,10,1.5,15,35.9458259749828,709.469483519194 +-10,10,1.5,18,26.5556084450757,486.702856999448 +-10,10,1.5,21,20.2633083169054,353.026775067362 +-10,10,1.5,24,15.709574290602,261.875624084788 +-10,10,2,6,128.455841937182,3585.04602009553 +-10,10,2,8,89.9550036829977,2279.43735085517 +-10,10,2,9,76.9277860741683,1880.70982564881 +-10,10,2,10,66.8868878487481,1575.65728458376 +-10,10,2,10.5,62.3761484451432,1461.87683131971 +-10,10,2,11,58.6540362279807,1346.21767245259 +-10,10,2,11.5,55.0137454626896,1249.35137230325 +-10,10,2,12,51.6522584938773,1151.62139031625 +-10,10,2,13,45.9269092221008,995.903177810544 +-10,10,2,15,36.7286360594589,754.713320435223 +-10,10,2,18,27.2132044417668,527.181006917406 +-10,10,2,21,20.4773645943597,384.28712922901 +-10,10,2,24,16.103071566072,271.370934562325 +-10,10,3,6,149.044973691737,4844.46450867272 +-10,10,3,8,99.1433100942591,2854.6155586749 +-10,10,3,9,83.9883142578104,2315.56236498421 +-10,10,3,10,72.0582481950085,1917.73000996085 +-10,10,3,10.5,67.0988018575008,1754.87930643553 +-10,10,3,11,62.7215912226345,1601.5934921687 +-10,10,3,11.5,58.6715187201749,1490.65839989428 +-10,10,3,12,54.9000171422527,1366.22161564987 +-10,10,3,13,48.4668041827901,1168.89912613517 +-10,10,3,15,38.7986923451821,874.107310675922 +-10,10,3,18,28.4334661691144,602.370695561035 +-10,10,3,21,21.5463252720036,416.454411496067 +-10,10,3,24,16.6617768645543,309.352645413556 +-10,10,4,6,185.258874881516,6833.6816568351 +-10,10,4,8,112.32715101983,3596.61068060487 +-10,10,4,9,93.1018537613995,2832.39180064243 +-10,10,4,10,78.9447335461166,2294.88463423655 +-10,10,4,10.5,73.0880535938898,2088.20969011074 +-10,10,4,11,68.1208370503017,1905.32862738464 +-10,10,4,11.5,63.3388792148978,1749.19427320897 +-10,10,4,12,59.1075727972867,1604.68299590572 +-10,10,4,13,51.8863301280704,1365.77793242982 +-10,10,4,15,41.2023178556631,1005.39749874972 +-10,10,4,18,29.7800126155684,674.025242452928 +-10,10,4,21,22.1886582574695,474.134053449509 +-10,10,4,24,17.0917534560891,326.869847671838 +-10,15,0,6,97.8419085382389,2258.27098736199 +-10,15,0,8,71.6143376266019,1609.66359436323 +-10,15,0,9,62.2899482265065,1384.49930836439 +-10,15,0,10,54.6865636831106,1210.66925734843 +-10,15,0,10.5,51.3671551728179,1120.17720227644 +-10,15,0,11,48.4740604942995,1032.14449119132 +-10,15,0,11.5,45.6229340522679,985.497030433829 +-10,15,0,12,43.1538712654507,919.486282651517 +-10,15,0,13,38.4542702595436,793.38243182498 +-10,15,0,15,31.1226993970412,624.359471627707 +-10,15,0,18,22.9828401567277,453.686873399091 +-10,15,0,21,18.0190588991848,337.478797214022 +-10,15,0,24,13.4634291020297,261.317318692862 +-10,15,0.5,6,101.968500941154,2588.13462897705 +-10,15,0.5,8,74.1399731070925,1812.48279480943 +-10,15,0.5,9,64.3116799788897,1538.01603091766 +-10,15,0.5,10,56.1250629529652,1321.98323743387 +-10,15,0.5,10.5,52.8235865235858,1229.75027081748 +-10,15,0.5,11,49.3253236856536,1132.1111292754 +-10,15,0.5,11.5,46.4581341748554,1076.19870569959 +-10,15,0.5,12,44.0532192145303,1004.34002713223 +-10,15,0.5,13,39.401754388606,875.631077245154 +-10,15,0.5,15,31.6933383965945,685.306642520862 +-10,15,0.5,18,23.4900519441174,495.659080547718 +-10,15,0.5,21,18.1286909303194,363.166888709381 +-10,15,0.5,24,13.8987272264381,269.499622628859 +-10,15,1,6,107.194360521329,2966.18176517192 +-10,15,1,8,76.7161992695156,2019.33666844958 +-10,15,1,9,66.4682542073726,1699.53984244234 +-10,15,1,10,58.2501492936991,1444.44885969009 +-10,15,1,10.5,54.5293255076555,1343.40222541573 +-10,15,1,11,51.2323439738141,1240.80741841656 +-10,15,1,11.5,48.0656733240797,1166.61933343024 +-10,15,1,12,45.4343971298576,1100.08694074506 +-10,15,1,13,40.4156034317114,952.276624254093 +-10,15,1,15,32.2793641462478,735.445618621671 +-10,15,1,18,23.9529869546494,533.987010136226 +-10,15,1,21,18.0119893884563,383.495972510076 +-10,15,1,24,14.2580937540886,286.961244081077 +-10,15,1.5,6,113.413355435952,3368.9074237961 +-10,15,1.5,8,80.2392473563857,2214.90129323778 +-10,15,1.5,9,69.041263729968,1855.95149770326 +-10,15,1.5,10,60.2483801314637,1591.38265427011 +-10,15,1.5,10.5,56.1346308347361,1455.9162300763 +-10,15,1.5,11,52.7594721445471,1362.61733474842 +-10,15,1.5,11.5,49.5871222367292,1259.31896594008 +-10,15,1.5,12,46.4079531871797,1170.41722356428 +-10,15,1.5,13,41.4959251681209,1029.21246738345 +-10,15,1.5,15,33.4268667186134,794.705821398003 +-10,15,1.5,18,24.6825527667366,557.990814718272 +-10,15,1.5,21,18.7491351505527,402.101233643643 +-10,15,1.5,24,14.2782540147608,289.058492155252 +-10,15,2,6,121.044877867491,3840.50527228038 +-10,15,2,8,84.134448113528,2470.93311931618 +-10,15,2,9,71.8514670444651,2044.39481676408 +-10,15,2,10,62.4520354620064,1731.24196801733 +-10,15,2,10.5,58.2457499359768,1576.86466513446 +-10,15,2,11,54.6231579746334,1470.06301394089 +-10,15,2,11.5,51.1328262680279,1362.18089118103 +-10,15,2,12,48.3412365132568,1261.04282979279 +-10,15,2,13,42.7057908966472,1082.70667004046 +-10,15,2,15,34.1382907283191,830.986072751331 +-10,15,2,18,25.3419378114876,600.031755192756 +-10,15,2,21,19.0078837433096,418.287188182204 +-10,15,2,24,14.7290224084788,310.170984766204 +-10,15,3,6,142.188484248756,5032.2786563602 +-10,15,3,8,93.9371940351134,3020.29059706578 +-10,15,3,9,79.1601894916144,2461.28710904254 +-10,15,3,10,67.8860058055325,2041.49548754926 +-10,15,3,10.5,63.2939058170196,1873.61993651537 +-10,15,3,11,58.9737696782146,1709.78771773116 +-10,15,3,11.5,55.1904527774135,1589.68420533902 +-10,15,3,12,51.4366225331994,1470.18644343541 +-10,15,3,13,45.6103862828284,1260.3866218925 +-10,15,3,15,36.1785347869367,943.150454899978 +-10,15,3,18,26.5988895573218,654.648923594344 +-10,15,3,21,20.1544432630765,454.984078063267 +-10,15,3,24,15.5578026928162,344.825403485174 +-10,15,4,6,178.388444217881,6998.91180476663 +-10,15,4,8,107.332100943006,3730.54060367906 +-10,15,4,9,88.6467979528744,2959.21732133649 +-10,15,4,10,75.2120105994212,2411.1416020566 +-10,15,4,10.5,69.3770349170613,2196.32532451026 +-10,15,4,11,64.2587082383827,2002.52166242328 +-10,15,4,11.5,60.0000220619491,1846.04923278289 +-10,15,4,12,55.8648362937427,1691.43685040901 +-10,15,4,13,49.0674474542834,1438.35600481878 +-10,15,4,15,38.9535503722561,1079.36585017187 +-10,15,4,18,27.8423128516394,735.091106705376 +-10,15,4,21,20.8999715348838,505.592638666647 +-10,15,4,24,15.9370592318859,361.154171829766 +-5,-15,0,6,156.563559098739,-1194.19320163967 +-5,-15,0,8,114.427613755129,-846.205971077184 +-5,-15,0,9,98.979710310049,-722.417026026263 +-5,-15,0,10,87.2348840033738,-627.425134308152 +-5,-15,0,10.5,81.9457201990643,-584.764108182851 +-5,-15,0,11,77.1887456216949,-539.327206903184 +-5,-15,0,11.5,72.5676988344493,-518.51550748054 +-5,-15,0,12,68.70873524071,-482.680277075439 +-5,-15,0,13,61.2626277041201,-420.548727073115 +-5,-15,0,15,49.6577205039741,-345.138213609827 +-5,-15,0,18,37.0772805279099,-229.477665999803 +-5,-15,0,21,28.5348658820373,-179.203269319821 +-5,-15,0,24,22.1460976856184,-151.034933494306 +-5,-15,0.5,6,155.198814782086,-673.927530752617 +-5,-15,0.5,8,113.230947067953,-536.941740486117 +-5,-15,0.5,9,98.5318062032509,-488.147718873465 +-5,-15,0.5,10,86.6901532914675,-435.524421241766 +-5,-15,0.5,10.5,81.5420427429147,-410.436191972162 +-5,-15,0.5,11,76.5037913188856,-398.045078602782 +-5,-15,0.5,11.5,72.1536270429993,-382.638203473465 +-5,-15,0.5,12,68.1910490845923,-375.479778515192 +-5,-15,0.5,13,61.0453126529288,-322.421689007142 +-5,-15,0.5,15,49.3855896457463,-270.925288875299 +-5,-15,0.5,18,36.9801644329945,-205.99495084184 +-5,-15,0.5,21,28.2212382956466,-156.767803843317 +-5,-15,0.5,24,21.7116904438281,-114.158050934336 +-5,-15,1,6,155.448455019176,-163.619797821778 +-5,-15,1,8,112.858639717343,-234.938722362402 +-5,-15,1,9,98.3260781010395,-259.204582595471 +-5,-15,1,10,86.3756171721754,-270.498404119476 +-5,-15,1,10.5,81.0881377088741,-249.529106266638 +-5,-15,1,11,76.088548954859,-227.289498168917 +-5,-15,1,11.5,71.8878641050041,-224.954530840483 +-5,-15,1,12,67.867646747429,-225.174755251286 +-5,-15,1,13,60.7380359914877,-224.379529655146 +-5,-15,1,15,49.2123429818668,-178.674120172314 +-5,-15,1,18,36.6106246536185,-139.510163542959 +-5,-15,1,21,27.8986048752643,-105.506846785585 +-5,-15,1,24,21.8323216814878,-116.100077332269 +-5,-15,1.5,6,156.9985330704,370.180878363166 +-5,-15,1.5,8,113.25948111457,41.8464412335955 +-5,-15,1.5,9,98.6321063385156,-24.361211929783 +-5,-15,1.5,10,86.4897555001619,-77.1204665758714 +-5,-15,1.5,10.5,81.0771381818909,-85.2952540256012 +-5,-15,1.5,11,76.2568136789227,-102.105508342745 +-5,-15,1.5,11.5,72.1365792076349,-101.656302757554 +-5,-15,1.5,12,67.9895285110547,-97.4842886932038 +-5,-15,1.5,13,60.7079950805229,-97.5520749585694 +-5,-15,1.5,15,49.2461762497808,-118.802609028059 +-5,-15,1.5,18,36.6477839355357,-115.745802967659 +-5,-15,1.5,21,28.1908937034956,-90.5992079463519 +-5,-15,1.5,24,21.7116037978555,-75.3103243096813 +-5,-15,2,6,160.149486722528,933.270539575041 +-5,-15,2,8,114.676799176934,363.341311110651 +-5,-15,2,9,99.3010687853659,220.68395996937 +-5,-15,2,10,87.0284786517993,130.344616512605 +-5,-15,2,10.5,81.3462666271039,93.8649294885571 +-5,-15,2,11,76.623694747616,66.3610395654744 +-5,-15,2,11.5,72.2262478788754,37.5306116518975 +-5,-15,2,12,68.0808662861356,14.7141132344364 +-5,-15,2,13,60.5873433902509,-5.79743349696553 +-5,-15,2,15,49.0848647720185,-37.9346174748441 +-5,-15,2,18,36.6002132839553,-52.6991174793057 +-5,-15,2,21,28.0017796488071,-65.8985405502225 +-5,-15,2,24,21.8017376234751,-51.0858504547215 +-5,-15,3,6,172.338922777896,2257.6337052075 +-5,-15,3,8,119.020630388999,1013.5364250186 +-5,-15,3,9,102.120062763468,718.044654851994 +-5,-15,3,10,88.9293250835107,506.883743228106 +-5,-15,3,10.5,83.2353019639012,455.132622775629 +-5,-15,3,11,78.0615793267669,373.337689692724 +-5,-15,3,11.5,73.3860239087653,325.296864451243 +-5,-15,3,12,68.7982631273881,274.54831487758 +-5,-15,3,13,61.4525940360866,198.401702800973 +-5,-15,3,15,49.4593459525652,114.489459009167 +-5,-15,3,18,36.6904469514234,33.7792590168453 +-5,-15,3,21,27.995519876683,7.45134470044968 +-5,-15,3,24,21.9162181631904,-7.34353928892518 +-5,-15,4,6,199.306491686924,4210.68582748213 +-5,-15,4,8,127.279807266073,1774.74754749404 +-5,-15,4,9,107.600051961861,1281.21103865637 +-5,-15,4,10,92.6810223072597,940.818823128129 +-5,-15,4,10.5,86.2982061545276,827.974789833499 +-5,-15,4,11,80.7278111349998,709.852154752773 +-5,-15,4,11.5,75.3498661716527,633.896283163518 +-5,-15,4,12,70.62763085629,558.829743393648 +-5,-15,4,13,62.9693212301851,433.409442881009 +-5,-15,4,15,50.1612363908139,265.383065496916 +-5,-15,4,18,37.0320022015639,125.992439676751 +-5,-15,4,21,28.058415008258,54.097190571661 +-5,-15,4,24,21.8384834866048,18.1225208293928 +-5,-10,0,6,141.930474854184,-572.577821690545 +-5,-10,0,8,103.866696265983,-396.012626053903 +-5,-10,0,9,90.2662675905844,-344.773206436769 +-5,-10,0,10,79.1022464574765,-285.925114396751 +-5,-10,0,10.5,74.5866462464185,-275.329301019499 +-5,-10,0,11,70.1008513554068,-266.117244746063 +-5,-10,0,11.5,65.7349593139389,-252.225045245431 +-5,-10,0,12,61.9944187623851,-229.857384655905 +-5,-10,0,13,55.5600495720247,-197.835362637356 +-5,-10,0,15,45.0057878152231,-161.146044753398 +-5,-10,0,18,33.5005505078618,-116.73966051522 +-5,-10,0,21,25.6034289836183,-78.0026997749562 +-5,-10,0,24,20.1931292046386,-70.2886149015115 +-5,-10,0.5,6,141.475046770063,-101.304066398207 +-5,-10,0.5,8,103.490584925444,-128.759747226701 +-5,-10,0.5,9,89.7613759412064,-134.911570944259 +-5,-10,0.5,10,78.9754604821017,-128.624816420598 +-5,-10,0.5,10.5,74.0671403472659,-133.312683461451 +-5,-10,0.5,11,69.5723317552378,-115.639072791543 +-5,-10,0.5,11.5,65.8314756652592,-136.360464976872 +-5,-10,0.5,12,62.0343234255941,-113.372692190262 +-5,-10,0.5,13,55.5227731457911,-105.631163464415 +-5,-10,0.5,15,45.0524639083869,-99.3206235278267 +-5,-10,0.5,18,33.6656605219763,-74.3023077081177 +-5,-10,0.5,21,25.5080023127139,-51.665258000922 +-5,-10,0.5,24,19.8958933616694,-52.1409656708287 +-5,-10,1,6,142.674158324306,366.744725831727 +-5,-10,1,8,103.644539122335,138.485822350164 +-5,-10,1,9,90.1287575466669,73.1201476750305 +-5,-10,1,10,79.0334301565518,34.6995667583211 +-5,-10,1,10.5,74.3220611152398,25.4865439436277 +-5,-10,1,11,69.7943231323926,20.201700790895 +-5,-10,1,11.5,65.8937675252234,-5.08124187931009 +-5,-10,1,12,62.004739878537,7.73900299015366 +-5,-10,1,13,55.482488446574,-23.4387091113843 +-5,-10,1,15,44.9527846370202,-26.051074351193 +-5,-10,1,18,33.5538255648659,-27.810903204102 +-5,-10,1,21,25.6504147699685,-42.1376356590259 +-5,-10,1,24,19.9618399677366,-22.7164028056715 +-5,-10,1.5,6,144.866269715577,854.755704750259 +-5,-10,1.5,8,104.604908784474,409.027579285027 +-5,-10,1.5,9,90.6230629660779,301.51143130174 +-5,-10,1.5,10,79.2692412640936,218.358800446279 +-5,-10,1.5,10.5,74.5813438314227,167.154591769075 +-5,-10,1.5,11,70.0678987119804,151.549096662174 +-5,-10,1.5,11.5,65.8987296112431,128.743192768588 +-5,-10,1.5,12,62.1244616813506,114.160677772642 +-5,-10,1.5,13,55.7943716922537,74.743636140785 +-5,-10,1.5,15,45.1727878473614,43.2956252474844 +-5,-10,1.5,18,33.49773902352,7.11987516553366 +-5,-10,1.5,21,25.7753629192832,3.69925131406707 +-5,-10,1.5,24,19.8268444162373,-14.1710893637747 +-5,-10,2,6,148.702367490487,1390.08830584132 +-5,-10,2,8,106.046666521043,703.85385430724 +-5,-10,2,9,91.5425254170257,522.268171953829 +-5,-10,2,10,80.4280664943524,391.044179185885 +-5,-10,2,10.5,75.3691714970268,346.744590892916 +-5,-10,2,11,70.9662240866117,297.051838751007 +-5,-10,2,11.5,66.4186645617552,269.385273201709 +-5,-10,2,12,62.5956880661119,215.211265032551 +-5,-10,2,13,55.9126537790339,182.541429911869 +-5,-10,2,15,44.9954679661475,103.694359831125 +-5,-10,2,18,33.6976125620772,46.1711710457039 +-5,-10,2,21,26.0611797226987,20.6523399421488 +-5,-10,2,24,19.9981997000838,5.92699205897145 +-5,-10,3,6,162.034451587133,2629.66183146089 +-5,-10,3,8,111.077963338808,1325.03531987038 +-5,-10,3,9,95.4148541387246,995.165986378171 +-5,-10,3,10,82.453889622083,757.477681908801 +-5,-10,3,10.5,77.2442459735193,674.499929939791 +-5,-10,3,11,72.343108829613,600.668233996517 +-5,-10,3,11.5,68.2210425792271,534.609582257131 +-5,-10,3,12,64.1801648267534,472.383081454982 +-5,-10,3,13,57.2716605979771,375.186485551634 +-5,-10,3,15,45.8830921589823,251.643067043505 +-5,-10,3,18,33.9756870145144,138.313114227598 +-5,-10,3,21,25.8844650857559,85.6762709024957 +-5,-10,3,24,20.1242480947822,39.0547493825436 +-5,-10,4,6,189.707835668566,4534.77151595043 +-5,-10,4,8,120.410270878808,2038.94130860435 +-5,-10,4,9,101.190418453312,1528.89475373988 +-5,-10,4,10,86.5670646815621,1159.68568814315 +-5,-10,4,10.5,80.8893862524544,1034.49898942491 +-5,-10,4,11,75.4940138782199,915.118835250278 +-5,-10,4,11.5,70.3085938525254,805.248618865222 +-5,-10,4,12,66.1805134301637,719.375173805226 +-5,-10,4,13,58.5266431040306,581.239243369307 +-5,-10,4,15,46.7810631424876,390.04288784822 +-5,-10,4,18,34.4469570205166,221.039309546339 +-5,-10,4,21,26.174254863994,129.04901644575 +-5,-10,4,24,20.251152265611,74.2255709749217 +-5,-5,0,6,128.170016294638,-16.1271406312364 +-5,-5,0,8,93.6628909175928,-15.0445709933932 +-5,-5,0,9,81.5002842814141,-4.85784051532623 +-5,-5,0,10,71.4544602205938,10.5000565644627 +-5,-5,0,10.5,67.1490276473581,5.3088830619929 +-5,-5,0,11,63.2494571612311,-0.313043378241576 +-5,-5,0,11.5,59.7599932938266,1.3686888384445 +-5,-5,0,12,56.3663098760947,-0.811859702882761 +-5,-5,0,13,50.3239255184552,11.4109327906689 +-5,-5,0,15,40.7710753173313,0.141962423857814 +-5,-5,0,18,30.3949645522214,0.602385724103792 +-5,-5,0,21,23.3271665462264,-14.1102087862513 +-5,-5,0,24,17.9944219740545,-0.549217737801435 +-5,-5,0.5,6,128.886651120928,413.224287286669 +-5,-5,0.5,8,94.1434873695053,253.436014991962 +-5,-5,0.5,9,81.7477284232448,181.832832081352 +-5,-5,0.5,10,71.7348104480332,152.183544155765 +-5,-5,0.5,10.5,67.1979800503719,134.952533344845 +-5,-5,0.5,11,63.2737412824095,120.897497970355 +-5,-5,0.5,11.5,59.7983189422895,108.456405701023 +-5,-5,0.5,12,56.3091266313571,110.576829941206 +-5,-5,0.5,13,50.5738044382951,80.4807144776191 +-5,-5,0.5,15,40.8827169626827,70.6054193662999 +-5,-5,0.5,18,30.44795491127,34.9736859476456 +-5,-5,0.5,21,23.2819773268204,30.7011378623264 +-5,-5,0.5,24,18.0161614547272,21.9254610612182 +-5,-5,1,6,130.46261718996,868.197693100638 +-5,-5,1,8,94.7506119689229,491.291818169218 +-5,-5,1,9,82.2761722721832,386.295796885216 +-5,-5,1,10,72.2190744213596,309.981100436099 +-5,-5,1,10.5,67.7511355218717,283.317235365936 +-5,-5,1,11,63.7539150410275,251.500601309678 +-5,-5,1,11.5,60.1769570737379,213.225913853805 +-5,-5,1,12,56.5080505796116,212.920021949359 +-5,-5,1,13,50.7394798986355,172.442020656726 +-5,-5,1,15,41.0031441041259,117.834412603831 +-5,-5,1,18,30.3668614840805,62.0525300922165 +-5,-5,1,21,23.4994669728178,50.4058205455716 +-5,-5,1,24,18.2174837236824,35.8112526300062 +-5,-5,1.5,6,133.717598596382,1304.47936336382 +-5,-5,1.5,8,96.066516176601,740.688513854346 +-5,-5,1.5,9,83.1706869426499,576.771586494323 +-5,-5,1.5,10,72.9468325026474,471.287185818644 +-5,-5,1.5,10.5,68.2239821678877,428.56942253073 +-5,-5,1.5,11,64.0825734604598,383.704224191582 +-5,-5,1.5,11.5,60.4945576256491,338.678242216479 +-5,-5,1.5,12,57.1055166888246,313.845650798359 +-5,-5,1.5,13,50.9324177455332,265.411202199069 +-5,-5,1.5,15,41.2904086151942,172.671366218228 +-5,-5,1.5,18,30.7840242945613,118.930959245101 +-5,-5,1.5,21,23.4571314734994,66.4897054012746 +-5,-5,1.5,24,18.1239163533065,47.7057490889386 +-5,-5,2,6,137.618979322042,1794.61938815325 +-5,-5,2,8,98.0032398489936,1014.28097374049 +-5,-5,2,9,84.5814170076828,774.961019127186 +-5,-5,2,10,73.8137207320186,636.493180076895 +-5,-5,2,10.5,69.3390180096964,573.257064469508 +-5,-5,2,11,64.9178610535878,506.377228132638 +-5,-5,2,11.5,61.1579860952642,473.446120837489 +-5,-5,2,12,57.7846971877685,405.626194117065 +-5,-5,2,13,51.4430198111187,345.443734067239 +-5,-5,2,15,41.4766855670843,247.618963368795 +-5,-5,2,18,30.8774812939544,153.314143566861 +-5,-5,2,21,23.3921729133642,103.891951566702 +-5,-5,2,24,18.1634935019266,71.1281535412858 +-5,-5,3,6,152.034962402772,3014.0243974715 +-5,-5,3,8,103.80137542069,1589.03118192922 +-5,-5,3,9,88.6429557849486,1230.21864004502 +-5,-5,3,10,76.7923655812121,978.668551810582 +-5,-5,3,10.5,71.7156531821399,874.015636376964 +-5,-5,3,11,67.2483530151953,788.867727491542 +-5,-5,3,11.5,63.0549251566564,702.367064366408 +-5,-5,3,12,59.3527351818226,645.749559354603 +-5,-5,3,13,52.6995750543709,534.292061653459 +-5,-5,3,15,42.1985741695505,373.622701503784 +-5,-5,3,18,31.5117961889555,234.983042827621 +-5,-5,3,21,24.029229380327,153.879733360888 +-5,-5,3,24,18.5095952948763,110.683107038836 +-5,-5,4,6,180.473325316858,4834.62976413034 +-5,-5,4,8,113.573753580855,2292.71804854558 +-5,-5,4,9,94.9749497302658,1735.4594198635 +-5,-5,4,10,81.1758974411034,1353.8203258948 +-5,-5,4,10.5,75.4413903909592,1213.76392844181 +-5,-5,4,11,70.4907049385302,1087.48697560444 +-5,-5,4,11.5,65.9468238991655,971.483258989768 +-5,-5,4,12,61.8521042625924,885.179485831045 +-5,-5,4,13,54.6448591443473,722.195370073422 +-5,-5,4,15,43.4972696448411,506.98299962858 +-5,-5,4,18,31.9303405682711,322.602082755541 +-5,-5,4,21,24.2745522971383,204.535642957979 +-5,-5,4,24,18.7059010012452,124.362846780523 +-5,0,0,6,115.899929224728,508.049036595463 +-5,0,0,8,84.4070810613639,358.555585743661 +-5,0,0,9,73.6693906839677,313.951316966485 +-5,0,0,10,64.6785033136539,267.605944531703 +-5,0,0,10.5,60.725729511585,266.910688658533 +-5,0,0,11,57.2591802199819,221.766347726116 +-5,0,0,11.5,53.826844720601,216.120767930303 +-5,0,0,12,50.7727419243009,200.518549516208 +-5,0,0,13,45.5555264390294,189.521605616993 +-5,0,0,15,36.6390117207826,140.373040829773 +-5,0,0,18,27.4931361836975,103.577892639355 +-5,0,0,21,20.9814434205115,76.6542559693944 +-5,0,0,24,16.3333091803387,59.2442242618063 +-5,0,0.5,6,116.812553451674,882.114872006018 +-5,0,0.5,8,85.2066000960466,574.028026188014 +-5,0,0.5,9,74.1749097598909,480.205174836253 +-5,0,0.5,10,64.9861104483607,402.700281401712 +-5,0,0.5,10.5,61.1136811376893,372.107544759801 +-5,0,0.5,11,57.3523846496489,349.857593853477 +-5,0,0.5,11.5,54.2204687103327,311.469764761193 +-5,0,0.5,12,51.1742057379454,304.536427447458 +-5,0,0.5,13,45.7617391685097,264.2724657403 +-5,0,0.5,15,37.0959464257457,202.451986661701 +-5,0,0.5,18,27.708746233866,138.612102325817 +-5,0,0.5,21,21.1029419450746,97.9802027355975 +-5,0,0.5,24,16.5439920930591,70.7851863182549 +-5,0,1,6,119.517224335116,1298.42746406321 +-5,0,1,8,86.5279087862789,795.78814735997 +-5,0,1,9,75.2005489720361,672.369878534364 +-5,0,1,10,65.8683810136315,546.532956758508 +-5,0,1,10.5,61.8836071679396,505.432237111499 +-5,0,1,11,58.1427139861603,463.887817927309 +-5,0,1,11.5,54.7112640375685,421.603365879518 +-5,0,1,12,51.6015708239243,393.2247356796 +-5,0,1,13,46.3194087161554,341.373516779152 +-5,0,1,15,37.3575502262566,245.451629947881 +-5,0,1,18,27.6918537867702,167.037848779962 +-5,0,1,21,21.244269932198,122.850875154649 +-5,0,1,24,16.4730410013173,88.6975928842143 +-5,0,1.5,6,123.024796525658,1709.40093543988 +-5,0,1.5,8,88.3227194254157,1058.47492441173 +-5,0,1.5,9,76.4382006912437,838.255259810927 +-5,0,1.5,10,66.8693969458655,688.836285977274 +-5,0,1.5,10.5,62.7927013299828,640.923030529018 +-5,0,1.5,11,58.8873745751206,585.178000032153 +-5,0,1.5,11.5,55.4604680255565,541.770991921817 +-5,0,1.5,12,52.4952472061119,492.266882541641 +-5,0,1.5,13,46.5473570250669,413.281591842534 +-5,0,1.5,15,37.8699155917059,316.679466120472 +-5,0,1.5,18,28.1744867555127,216.005557160111 +-5,0,1.5,21,21.6136115385798,158.780062893166 +-5,0,1.5,24,16.5372898573411,96.7565777592987 +-5,0,2,6,127.972737300719,2176.0538619982 +-5,0,2,8,90.6961716857986,1283.0554958795 +-5,0,2,9,78.0969032014287,1034.73095242413 +-5,0,2,10,67.8678931923686,838.75978318902 +-5,0,2,10.5,63.8206707922798,766.859719932676 +-5,0,2,11,59.874705735818,703.071645905703 +-5,0,2,11.5,56.1999706255683,637.334971475055 +-5,0,2,12,53.2052365803492,581.876806297877 +-5,0,2,13,47.258332957296,495.957666417924 +-5,0,2,15,38.113734811749,363.460165839461 +-5,0,2,18,28.2767779623503,246.842244914022 +-5,0,2,21,21.4992695282619,160.56637723864 +-5,0,2,24,16.6300855630345,117.796624648078 +-5,0,3,6,142.93960790066,3325.44098117583 +-5,0,3,8,96.9543763472286,1822.85320391989 +-5,0,3,9,82.4995274187315,1442.12319621124 +-5,0,3,10,71.4261544823943,1169.4483406151 +-5,0,3,10.5,66.9050144043388,1061.84156993539 +-5,0,3,11,62.5023464498993,955.658970987599 +-5,0,3,11.5,58.6142188597138,880.254561163515 +-5,0,3,12,54.8306981478807,799.016381410819 +-5,0,3,13,48.8345195106917,671.209682066016 +-5,0,3,15,39.2313663518309,502.421244244352 +-5,0,3,18,28.9838291885275,312.26275571799 +-5,0,3,21,21.9529564637457,221.191335570821 +-5,0,3,24,16.8679979670084,141.998987875876 +-5,0,4,6,172.031315375042,5103.70229724232 +-5,0,4,8,106.72209841357,2510.48420890341 +-5,0,4,9,89.343146487091,1920.11575712118 +-5,0,4,10,76.1871563714483,1513.13038889742 +-5,0,4,10.5,70.598808493643,1376.74946914164 +-5,0,4,11,66.1825304593027,1229.59258370736 +-5,0,4,11.5,61.6226583163276,1123.44739237922 +-5,0,4,12,57.6715461207028,1018.39101599809 +-5,0,4,13,51.01183045835,845.916326058264 +-5,0,4,15,40.6008429679626,606.803848735292 +-5,0,4,18,29.7532099078568,394.016850964945 +-5,0,4,21,22.421229859632,261.680689642916 +-5,0,4,24,17.0680313851218,177.276770836872 +-5,5,0,6,104.386184782681,956.540647437834 +-5,5,0,8,76.29915747558,685.979543323031 +-5,5,0,9,66.4342993605897,583.870508767815 +-5,5,0,10,58.3549374560635,507.459769428058 +-5,5,0,10.5,54.8757343004307,476.551156440772 +-5,5,0,11,51.58634468885,437.172898828767 +-5,5,0,11.5,48.7303781039753,413.415331830946 +-5,5,0,12,45.9293288875121,396.759731157705 +-5,5,0,13,41.0470544688867,343.190597250077 +-5,5,0,15,33.2125792276612,263.318033065481 +-5,5,0,18,24.7156359975439,199.273587622252 +-5,5,0,21,18.7639311725959,143.521989114794 +-5,5,0,24,14.5902859683955,101.482071409892 +-5,5,0.5,6,106.03619921688,1307.47773472718 +-5,5,0.5,8,77.3773852990729,880.44555997058 +-5,5,0.5,9,67.4522086954949,742.361745447906 +-5,5,0.5,10,59.2132947659218,636.331848053446 +-5,5,0.5,10.5,55.4740277224905,591.690733941856 +-5,5,0.5,11,52.1200984794109,541.012886432526 +-5,5,0.5,11.5,49.456341453131,515.891484121893 +-5,5,0.5,12,46.3853200896321,473.155453505595 +-5,5,0.5,13,41.4047908905608,416.328323436723 +-5,5,0.5,15,33.4755541599278,327.947823122805 +-5,5,0.5,18,24.9470684897501,235.463457851347 +-5,5,0.5,21,19.2514374073079,167.897262803767 +-5,5,0.5,24,14.6489231189091,127.773337282978 +-5,5,1,6,109.509798928042,1669.45257568006 +-5,5,1,8,79.323551191944,1100.51027698506 +-5,5,1,9,68.5381181918844,905.782811347233 +-5,5,1,10,60.0025129552026,747.689237246891 +-5,5,1,10.5,56.3419078639754,711.217467576408 +-5,5,1,11,53.0261768407391,641.758886582812 +-5,5,1,11.5,49.6835515413496,607.373107881234 +-5,5,1,12,46.8349933202965,559.045879463941 +-5,5,1,13,41.8852404819724,487.475261965882 +-5,5,1,15,33.732085943238,375.603067671015 +-5,5,1,18,25.2908000229579,250.819871844711 +-5,5,1,21,19.305618450266,174.675170334366 +-5,5,1,24,14.9779211938452,146.297177009969 +-5,5,1.5,6,113.597165108142,2078.72036800762 +-5,5,1.5,8,81.1520310649472,1302.18671464171 +-5,5,1.5,9,70.1142914453342,1069.81072134745 +-5,5,1.5,10,61.4154327945792,897.541518389227 +-5,5,1.5,10.5,57.3960546011002,823.549475656096 +-5,5,1.5,11,54.2382781827439,764.86064666096 +-5,5,1.5,11.5,50.6046476765508,698.096534897543 +-5,5,1.5,12,47.7391859430434,652.1026668437 +-5,5,1.5,13,42.5058356469008,559.460492677732 +-5,5,1.5,15,34.4253448248558,428.696997668111 +-5,5,1.5,18,25.5258598022106,297.662337950972 +-5,5,1.5,21,19.3404509026804,217.548997594596 +-5,5,1.5,24,15.2120611445727,146.194820131386 +-5,5,2,6,118.912372552985,2507.46580221896 +-5,5,2,8,83.7743770509004,1541.76779354188 +-5,5,2,9,72.1031173912389,1258.87451205224 +-5,5,2,10,62.7980128064673,1043.70957056767 +-5,5,2,10.5,58.8375396444313,958.022360168139 +-5,5,2,11,55.2458027241821,884.971197445879 +-5,5,2,11.5,51.861168776942,802.222034192781 +-5,5,2,12,48.8775926307878,744.120441208729 +-5,5,2,13,43.3819353449832,630.897335818616 +-5,5,2,15,34.8108679891315,476.875953205883 +-5,5,2,18,25.7270465559494,321.155994299189 +-5,5,2,21,19.6234151882339,222.036512035276 +-5,5,2,24,15.1371918831101,164.521848595802 +-5,5,3,6,134.614674465707,3592.29989434036 +-5,5,3,8,90.8364981590773,2051.81981933127 +-5,5,3,9,77.1729826617014,1646.86927049917 +-5,5,3,10,66.4321600360057,1338.5265785133 +-5,5,3,10.5,61.9312227415264,1217.23145543953 +-5,5,3,11,58.143269258422,1104.019670684 +-5,5,3,11.5,54.3100228284544,1021.78538572754 +-5,5,3,12,50.9526032257365,935.9356321373 +-5,5,3,13,45.1921657912029,792.224642325656 +-5,5,3,15,36.1320609601873,585.386685544978 +-5,5,3,18,26.6901825043947,378.571075690566 +-5,5,3,21,20.0651330585147,264.30568295232 +-5,5,3,24,15.7506071681477,187.334073189137 +-5,5,4,6,164.429751888771,5328.57447642974 +-5,5,4,8,101.068328752657,2697.31031151904 +-5,5,4,9,83.9963603097752,2091.40510322879 +-5,5,4,10,71.6421676507042,1677.37689020814 +-5,5,4,10.5,66.4630801993728,1523.45932414478 +-5,5,4,11,61.9888412166805,1373.51769339321 +-5,5,4,11.5,58.0202356952052,1272.54788275109 +-5,5,4,12,54.1033145048341,1154.35788823177 +-5,5,4,13,47.726320004534,961.976543703107 +-5,5,4,15,37.8727036399892,705.503302232961 +-5,5,4,18,27.6532579596859,463.886366876657 +-5,5,4,21,20.827748507662,315.118320131986 +-5,5,4,24,15.8282773984307,226.389366062551 +-5,10,0,6,94.1449241791519,1350.40152301199 +-5,10,0,8,68.8807273090581,970.173826568767 +-5,10,0,9,60.1537923128603,830.53051190792 +-5,10,0,10,52.8138684402142,730.566615623257 +-5,10,0,10.5,49.6533555512374,676.238632771279 +-5,10,0,11,46.4100110168351,611.867933106589 +-5,10,0,11.5,43.9076601667506,587.623015638363 +-5,10,0,12,41.5883221311656,558.181037355809 +-5,10,0,13,37.1680915123931,487.162846509781 +-5,10,0,15,30.0160311035676,386.388506739336 +-5,10,0,18,22.2172596895368,267.054366371526 +-5,10,0,21,17.315317205639,205.084013346688 +-5,10,0,24,13.1258122351511,158.312339978774 +-5,10,0.5,6,96.7721193178169,1670.04567233625 +-5,10,0.5,8,70.5800881896735,1155.45726545035 +-5,10,0.5,9,61.2843577142713,978.19912663468 +-5,10,0.5,10,53.6071828751947,831.676795138181 +-5,10,0.5,10.5,50.4034529365573,775.243470909736 +-5,10,0.5,11,47.5899027294726,726.221535824184 +-5,10,0.5,11.5,44.673689776209,675.381593857126 +-5,10,0.5,12,42.1126280514207,630.856650411481 +-5,10,0.5,13,37.7664339945129,552.126005208659 +-5,10,0.5,15,30.3551463998062,431.463347990561 +-5,10,0.5,18,22.5436939112116,310.437769375296 +-5,10,0.5,21,17.0822678648892,229.017395904594 +-5,10,0.5,24,13.6038526714354,163.200376017912 +-5,10,1,6,100.676449176137,2001.08167290674 +-5,10,1,8,72.1150637169854,1344.05029622292 +-5,10,1,9,62.8634331531368,1106.86790172568 +-5,10,1,10,54.5438810446897,957.022480117798 +-5,10,1,10.5,51.252920206778,887.582330322186 +-5,10,1,11,48.4243458717149,814.49118171241 +-5,10,1,11.5,45.4854103536361,768.217062311614 +-5,10,1,12,42.9547068081064,709.200101702297 +-5,10,1,13,38.3745231142703,613.795710000158 +-5,10,1,15,30.8583779441147,477.521761573854 +-5,10,1,18,22.9626564005046,332.637124014938 +-5,10,1,21,17.6054740895352,236.216754604009 +-5,10,1,24,13.8702951298924,184.635803623065 +-5,10,1.5,6,104.962186607975,2382.73167960914 +-5,10,1.5,8,74.8047166964904,1534.53938750806 +-5,10,1.5,9,64.5429830778452,1272.43358707025 +-5,10,1.5,10,56.0679234308416,1076.60712973271 +-5,10,1.5,10.5,52.5687527276124,983.646369913422 +-5,10,1.5,11,49.5869947433272,922.974070130225 +-5,10,1.5,11.5,46.6469315382483,839.864198100937 +-5,10,1.5,12,43.7739763152245,796.830838282735 +-5,10,1.5,13,38.9696705103753,689.061577612726 +-5,10,1.5,15,31.4750173321386,526.454589646375 +-5,10,1.5,18,23.243720630566,356.868120449006 +-5,10,1.5,21,17.7198369070796,268.488867199321 +-5,10,1.5,24,13.5759113884469,175.595265972187 +-5,10,2,6,110.73612925496,2801.85786432545 +-5,10,2,8,77.8128390983416,1749.76710598726 +-5,10,2,9,66.5972359770364,1446.51292321762 +-5,10,2,10,57.9389082593302,1204.57045542676 +-5,10,2,10.5,54.0227239537834,1103.42055180434 +-5,10,2,11,50.732887781372,1029.6969785526 +-5,10,2,11.5,47.6850698837529,949.412584723555 +-5,10,2,12,44.6915722978126,878.065852777364 +-5,10,2,13,39.7480808950245,747.177383985083 +-5,10,2,15,32.080982735753,565.452749191331 +-5,10,2,18,23.8227053562841,413.372837373271 +-5,10,2,21,18.1390844635211,270.279207498782 +-5,10,2,24,13.9338741920593,210.189499987822 +-5,10,3,6,127.287399010769,3839.15140951239 +-5,10,3,8,85.1475119288826,2236.73100423729 +-5,10,3,9,72.0011620892038,1806.89676495778 +-5,10,3,10,62.0689528810102,1497.48860356272 +-5,10,3,10.5,57.8417241391865,1363.8278351583 +-5,10,3,11,54.0348566607372,1258.27760449245 +-5,10,3,11.5,50.6931723019725,1140.65035989309 +-5,10,3,12,47.4456275235295,1062.55658180646 +-5,10,3,13,42.1677280535099,895.757287558772 +-5,10,3,15,33.6342046353141,679.169902888356 +-5,10,3,18,24.6273641743088,450.928473498318 +-5,10,3,21,18.4798154617299,309.280617175404 +-5,10,3,24,14.4504492245002,225.572660911587 +-5,10,4,6,157.038957755735,5535.21924219728 +-5,10,4,8,95.7763508283678,2861.22702769639 +-5,10,4,9,79.6121886554074,2252.72700509041 +-5,10,4,10,67.5495100242055,1819.61437290056 +-5,10,4,10.5,62.6359201843064,1638.62929782545 +-5,10,4,11,58.1406298148482,1501.45575991646 +-5,10,4,11.5,54.1199606410709,1365.2006401587 +-5,10,4,12,50.7820636952806,1245.57377788764 +-5,10,4,13,44.5609474341265,1059.33601676394 +-5,10,4,15,34.9429879036838,800.773226970313 +-5,10,4,18,25.7595065381386,525.178152561033 +-5,10,4,21,19.0957013418694,346.544042780992 +-5,10,4,24,14.7447841251624,259.121605865804 +-5,15,0,6,85.031708016925,1687.81582952183 +-5,15,0,8,62.2136751572142,1197.87055314092 +-5,15,0,9,54.2668720008983,1040.13342077144 +-5,15,0,10,47.6426272564279,900.50783841523 +-5,15,0,10.5,44.7618124280766,834.042096485965 +-5,15,0,11,42.1371501925356,773.228234402316 +-5,15,0,11.5,39.4748935110257,733.950320573907 +-5,15,0,12,37.5620294122469,685.805411422325 +-5,15,0,13,33.5414865806678,605.470649633311 +-5,15,0,15,27.1262156785419,471.188673833107 +-5,15,0,18,20.2130570767328,346.672050904601 +-5,15,0,21,15.3920213679098,250.88292478857 +-5,15,0,24,12.0464294703341,199.580356385322 +-5,15,0.5,6,88.1160136842068,1988.26146239192 +-5,15,0.5,8,64.1226562009862,1382.2813931307 +-5,15,0.5,9,55.8453357063973,1168.23378622543 +-5,15,0.5,10,48.8255097698554,1007.91523232595 +-5,15,0.5,10.5,45.7547143954857,934.188649017473 +-5,15,0.5,11,43.2384276511524,874.908364171255 +-5,15,0.5,11.5,40.6936728736763,810.129186455525 +-5,15,0.5,12,38.1146538751495,760.573170179688 +-5,15,0.5,13,34.0667521791066,673.368969367763 +-5,15,0.5,15,27.742116371494,523.473132823063 +-5,15,0.5,18,20.4537907220011,365.735768928237 +-5,15,0.5,21,15.5563396775251,286.725156611427 +-5,15,0.5,24,12.0527661254385,206.312708239898 +-5,15,1,6,92.0032334594644,2286.69904463976 +-5,15,1,8,66.2971721124117,1561.83855573573 +-5,15,1,9,57.1718705191598,1314.94547637472 +-5,15,1,10,50.4320303278505,1120.79659892941 +-5,15,1,10.5,46.9725688936035,1022.89860212496 +-5,15,1,11,44.152485000834,965.211819217995 +-5,15,1,11.5,41.6816497608346,899.672648687055 +-5,15,1,12,39.227241868595,835.10841280308 +-5,15,1,13,34.8430662441831,729.034506797614 +-5,15,1,15,28.2565526298297,573.811921118373 +-5,15,1,18,20.9709764103849,393.28572636185 +-5,15,1,21,16.0807038872424,281.126516546608 +-5,15,1,24,12.4294132075361,217.712295669333 +-5,15,1.5,6,97.4204296514533,2650.59405003294 +-5,15,1.5,8,68.8336563249313,1731.99020984456 +-5,15,1.5,9,59.6150876352032,1458.28966473068 +-5,15,1.5,10,51.763271381845,1218.30787341849 +-5,15,1.5,10.5,48.57228237313,1133.65953368092 +-5,15,1.5,11,45.5568090292387,1050.7993241549 +-5,15,1.5,11.5,42.7112124660562,967.729296395126 +-5,15,1.5,12,40.2088300448605,905.932063613304 +-5,15,1.5,13,35.5174807822256,789.508777598174 +-5,15,1.5,15,28.8825400912479,618.883107819814 +-5,15,1.5,18,21.1538032703419,415.74624137203 +-5,15,1.5,21,15.9421700892526,296.112095495731 +-5,15,1.5,24,12.5888215204249,230.068008890236 +-5,15,2,6,103.243161922089,3027.44938802516 +-5,15,2,8,71.9694894866803,1928.49044524903 +-5,15,2,9,61.7716800266122,1607.67017540635 +-5,15,2,10,53.6065971882128,1349.1722908371 +-5,15,2,10.5,50.0192638903063,1246.25988595455 +-5,15,2,11,47.0734981436246,1150.87981728666 +-5,15,2,11.5,44.0056170207795,1069.72526457683 +-5,15,2,12,41.4898915015339,977.694495403181 +-5,15,2,13,36.6856722250463,846.982135039341 +-5,15,2,15,29.3505620960454,646.969185880634 +-5,15,2,18,21.7714391201955,462.663112551214 +-5,15,2,21,16.3976116720135,325.069308456889 +-5,15,2,24,12.9397444643762,236.064691013527 +-5,15,3,6,120.423695519314,4047.2820095828 +-5,15,3,8,80.1100091245232,2401.06699174209 +-5,15,3,9,67.5708104873657,1943.59532841377 +-5,15,3,10,57.7100279562286,1618.08080406103 +-5,15,3,10.5,53.8175983922462,1473.54643749901 +-5,15,3,11,50.459826921554,1358.03175654312 +-5,15,3,11.5,47.2840248750503,1259.71715485702 +-5,15,3,12,44.2194195049089,1154.19826952826 +-5,15,3,13,39.2652445303876,988.614965839198 +-5,15,3,15,31.2023324036922,747.271489552212 +-5,15,3,18,22.9434226434062,508.554299048009 +-5,15,3,21,17.2808324116658,359.097173937479 +-5,15,3,24,13.1891332291474,269.969062027021 +-5,15,4,6,150.269495722988,5693.42216227928 +-5,15,4,8,91.0072641666396,3002.95194238548 +-5,15,4,9,75.3746162263432,2371.378489715 +-5,15,4,10,63.7795249634173,1926.64227312879 +-5,15,4,10.5,59.0290865782367,1751.05368818025 +-5,15,4,11,54.9959245625262,1594.2583137791 +-5,15,4,11.5,51.1723026909229,1463.66800863055 +-5,15,4,12,47.7895327334561,1343.53671064598 +-5,15,4,13,41.9404205355228,1137.45599163253 +-5,15,4,15,32.9940358748747,841.559627831835 +-5,15,4,18,23.8380105711465,579.425506101519 +-5,15,4,21,17.9815785682763,390.341374806409 +-5,15,4,24,13.7162855033168,279.738614445395 +-1,-1,0,1,427.354460403546,-2.59912956395838 +-1,-1,0,2,277.739771266241,-9.586142590328 +-1,1,0,1,408.978375550598,800.799869038511 +-1,1,0,2,265.639883247992,518.781141885302 +0,-15,0,6,143.550384101696,-1699.66861868085 +0,-15,0,8,104.57879692065,-1199.99509237431 +0,-15,0,9,91.1130299466497,-1033.67399900576 +0,-15,0,10,80.06675766622,-903.10669852235 +0,-15,0,10.5,75.1884902706755,-837.89976408518 +0,-15,0,11,70.8819738353585,-775.953287630234 +0,-15,0,11.5,66.6408528519959,-731.137682347569 +0,-15,0,12,62.9755376054783,-696.223511186497 +0,-15,0,13,56.368635210099,-613.817084408697 +0,-15,0,15,45.621973527302,-484.960001980441 +0,-15,0,18,33.9302552381084,-360.213108699077 +0,-15,0,21,25.8191122777168,-256.106536767358 +0,-15,0,24,20.358863688378,-201.870006993338 +0,-15,0.5,6,141.493903646532,-1214.31555957299 +0,-15,0.5,8,103.420593659621,-938.515622269192 +0,-15,0.5,9,90.0105149333322,-809.531750656227 +0,-15,0.5,10,79.0110597685041,-730.620857516463 +0,-15,0.5,10.5,74.2162543121563,-675.528951472647 +0,-15,0.5,11,70.1507785147301,-637.278707859232 +0,-15,0.5,11.5,65.840880711931,-595.420294675822 +0,-15,0.5,12,62.2553627563883,-556.179772203626 +0,-15,0.5,13,55.8016473602172,-510.870618884013 +0,-15,0.5,15,45.0826153697818,-414.000959566561 +0,-15,0.5,18,33.5423222280716,-308.589497169064 +0,-15,0.5,21,25.8187839685883,-234.265191370577 +0,-15,0.5,24,20.1017926477955,-175.664213951479 +0,-15,1,6,140.427208625406,-754.941474901564 +0,-15,1,8,102.651779971066,-670.569888492634 +0,-15,1,9,89.3613317251963,-616.458700783088 +0,-15,1,10,78.559904824493,-560.418110060667 +0,-15,1,10.5,73.805386761691,-536.284259089885 +0,-15,1,11,69.4033654011112,-506.695699848447 +0,-15,1,11.5,65.4849575251123,-472.183287028646 +0,-15,1,12,61.7248548929973,-459.887912520445 +0,-15,1,13,55.0686382545416,-402.184681348362 +0,-15,1,15,44.8540959004974,-347.051861297568 +0,-15,1,18,33.4581507403208,-260.881021759489 +0,-15,1,21,25.545649202677,-192.043033722721 +0,-15,1,24,19.9712310096994,-161.494917930715 +0,-15,1.5,6,140.810843489434,-291.261635978254 +0,-15,1.5,8,102.308955022796,-400.400003692683 +0,-15,1.5,9,89.1057108288233,-402.395942429529 +0,-15,1.5,10,78.0194264945845,-392.67769302328 +0,-15,1.5,10.5,73.3649632690767,-386.744813684168 +0,-15,1.5,11,69.0418425281953,-371.315655636136 +0,-15,1.5,11.5,65.0890120051687,-354.999066582532 +0,-15,1.5,12,61.6062191887767,-343.706846551394 +0,-15,1.5,13,54.9787562461743,-326.394646795964 +0,-15,1.5,15,44.4721620003013,-274.765049159452 +0,-15,1.5,18,33.3533477084975,-206.118003352364 +0,-15,1.5,21,25.65902702297,-179.385959040561 +0,-15,1.5,24,19.8966522010489,-145.04641494565 +0,-15,2,6,142.555944241633,199.598304446059 +0,-15,2,8,102.908411916394,-129.508148951203 +0,-15,2,9,89.1275732841286,-178.850159298509 +0,-15,2,10,77.8591674874926,-214.615162531966 +0,-15,2,10.5,73.2210314733681,-216.552026444107 +0,-15,2,11,68.7668139318648,-224.161828688821 +0,-15,2,11.5,64.9224988537765,-229.208038623791 +0,-15,2,12,61.3344138354027,-232.366765911082 +0,-15,2,13,54.8154511430356,-225.950767600274 +0,-15,2,15,44.4165309896557,-206.612741625241 +0,-15,2,18,33.2261093184683,-155.987833739222 +0,-15,2,21,25.2650107391275,-154.296622923541 +0,-15,2,24,19.8749136644047,-105.405634691664 +0,-15,3,6,151.163978849187,1343.43310679838 +0,-15,3,8,105.302992778378,460.36233564858 +0,-15,3,9,90.7365268462508,257.2137245147 +0,-15,3,10,78.9072768665129,125.20563000129 +0,-15,3,10.5,73.9143469542195,91.2918431758543 +0,-15,3,11,69.6027141173891,51.2478009689321 +0,-15,3,11.5,65.180807234805,30.5797972898794 +0,-15,3,12,61.5958685798156,0.279271835650322 +0,-15,3,13,55.1012009806195,-35.4610544552253 +0,-15,3,15,44.3622677668118,-63.8998348797504 +0,-15,3,18,33.1592310421849,-92.0130845967227 +0,-15,3,21,25.1594760127068,-95.1096934120406 +0,-15,3,24,19.7000719549102,-85.1632854454178 +0,-15,4,6,172.554454120114,3009.48130182622 +0,-15,4,8,111.526837352581,1115.14564992586 +0,-15,4,9,94.3728230690705,744.663349332561 +0,-15,4,10,81.1810400245225,516.085352828971 +0,-15,4,10.5,75.8214976435756,430.184449066442 +0,-15,4,11,71.0844684411488,353.545547014306 +0,-15,4,11.5,66.6192102612833,283.557368635506 +0,-15,4,12,62.7169567304246,247.656260657116 +0,-15,4,13,55.5806238065079,164.034149146717 +0,-15,4,15,44.621228237961,67.6252437531013 +0,-15,4,18,33.1875730658123,-12.2972933711811 +0,-15,4,21,25.2209991008378,-20.5978752721842 +0,-15,4,24,19.6740316098888,-44.9350728688402 +0,-10,0,6,129.470385963096,-1080.55895576733 +0,-10,0,8,94.5748054797491,-773.632031213404 +0,-10,0,9,82.103122336052,-650.78418898533 +0,-10,0,10,71.8764922152267,-569.696324191042 +0,-10,0,10.5,67.9024945053823,-531.403753576649 +0,-10,0,11,63.7393731476196,-489.440607064471 +0,-10,0,11.5,59.9847784442477,-469.276704302719 +0,-10,0,12,56.7385589754631,-430.574492847878 +0,-10,0,13,50.7668942233748,-388.984614326592 +0,-10,0,15,40.9937637074287,-298.760168164117 +0,-10,0,18,30.5458106950318,-222.104537553568 +0,-10,0,21,23.4056528680769,-163.154541061083 +0,-10,0,24,18.2462350242127,-118.966108041497 +0,-10,0.5,6,128.110942833686,-657.499205671684 +0,-10,0.5,8,93.4792200333373,-531.969847323205 +0,-10,0.5,9,81.3989146853232,-466.081306019058 +0,-10,0.5,10,71.5576864268234,-404.596663817571 +0,-10,0.5,10.5,67.0959007734882,-403.179440428447 +0,-10,0.5,11,63.3116242561272,-364.920833672103 +0,-10,0.5,11.5,59.6587040933711,-352.485131122516 +0,-10,0.5,12,56.2239565048914,-325.041499385876 +0,-10,0.5,13,50.1133399682816,-293.025497809785 +0,-10,0.5,15,40.7407842901036,-235.902915097712 +0,-10,0.5,18,30.554001119658,-185.912670326942 +0,-10,0.5,21,23.3314269648952,-134.514003960599 +0,-10,0.5,24,17.9691874587052,-99.0469134870163 +0,-10,1,6,128.070366178466,-229.223492434702 +0,-10,1,8,93.1704283893828,-275.373682355893 +0,-10,1,9,81.2123607796637,-281.205884631703 +0,-10,1,10,71.303533414205,-264.346321114818 +0,-10,1,10.5,67.048602316842,-252.015980288461 +0,-10,1,11,62.9599910758228,-242.952354647337 +0,-10,1,11.5,59.3214654048811,-239.817711425611 +0,-10,1,12,55.9047874783694,-225.769127906516 +0,-10,1,13,50.2869210934874,-212.041617594227 +0,-10,1,15,40.6884662728997,-176.180996453355 +0,-10,1,18,30.484111512647,-150.198216842982 +0,-10,1,21,23.2056386414951,-108.314978184786 +0,-10,1,24,18.0613598568791,-85.5301768797606 +0,-10,1.5,6,128.97679880173,202.316554804354 +0,-10,1.5,8,93.3364056231617,-27.2658777469294 +0,-10,1.5,9,81.2956787116719,-83.5911148065257 +0,-10,1.5,10,71.2348615038387,-107.308672401985 +0,-10,1.5,10.5,66.8714759480731,-124.96948216743 +0,-10,1.5,11,62.9315626643247,-124.244223005956 +0,-10,1.5,11.5,59.3581940182119,-125.187341264913 +0,-10,1.5,12,55.8388569825643,-122.197472165903 +0,-10,1.5,13,49.8961549677326,-126.058778456354 +0,-10,1.5,15,40.5876486471684,-115.099719590272 +0,-10,1.5,18,30.1701002702149,-103.256187398725 +0,-10,1.5,21,23.2543053721146,-89.8307727493085 +0,-10,1.5,24,18.0556275717812,-82.250395357824 +0,-10,2,6,131.466757598386,661.438886529045 +0,-10,2,8,94.1762252688368,228.429343256866 +0,-10,2,9,81.8672212746512,109.166719717149 +0,-10,2,10,71.2173884220393,44.1187765588957 +0,-10,2,10.5,66.912394607515,42.8468227646626 +0,-10,2,11,63.1780456311385,3.89755616968556 +0,-10,2,11.5,59.6118981544026,-13.8186034892438 +0,-10,2,12,55.9501111587687,-39.5888307510776 +0,-10,2,13,49.8865919791615,-48.1232787298971 +0,-10,2,15,40.4763184263504,-63.1251006461479 +0,-10,2,18,30.2885045878121,-72.0722103553106 +0,-10,2,21,22.8928240383009,-57.2701890550627 +0,-10,2,24,18.0314419970198,-54.1466600907839 +0,-10,3,6,141.111051253814,1739.07716376942 +0,-10,3,8,97.6928851432172,758.316681787472 +0,-10,3,9,84.0262508089236,521.806075633104 +0,-10,3,10,72.9071039702068,380.244470072488 +0,-10,3,10.5,68.3546105452151,319.912571952583 +0,-10,3,11,64.4089873598174,248.190147224977 +0,-10,3,11.5,60.2484968373185,239.973391430134 +0,-10,3,12,56.5320737006276,188.304789416938 +0,-10,3,13,50.375818004252,138.885511890374 +0,-10,3,15,40.7624610981145,63.2777061245589 +0,-10,3,18,30.5522192239733,3.16353759400763 +0,-10,3,21,23.2257924849268,-15.2489448698314 +0,-10,3,24,17.9832613027415,-15.8649219558705 +0,-10,4,6,162.92736316289,3342.16530740545 +0,-10,4,8,104.152632263475,1387.72373761424 +0,-10,4,9,88.1230191826134,983.799286499177 +0,-10,4,10,75.613421647028,726.948837261373 +0,-10,4,10.5,70.5792098782521,624.799058215637 +0,-10,4,11,65.9655232190926,549.873834834634 +0,-10,4,11.5,61.8776176175082,483.565819409322 +0,-10,4,12,58.049928995181,412.274382177327 +0,-10,4,13,51.7315523833327,311.504398241198 +0,-10,4,15,41.4730378978613,195.748100842105 +0,-10,4,18,30.4885264683521,82.8631685577171 +0,-10,4,21,23.1263035759196,25.6891599936095 +0,-10,4,24,17.9046468961863,8.81269865185401 +0,-5,0,6,115.748987253591,-509.62322470186 +0,-5,0,8,84.4725814727665,-365.073156774374 +0,-5,0,9,73.5958542466224,-304.327759260079 +0,-5,0,10,64.6072538360907,-253.575425555526 +0,-5,0,10.5,60.6247013296941,-244.286874802638 +0,-5,0,11,57.0845972997476,-237.996530824849 +0,-5,0,11.5,53.8958910611772,-225.327605055243 +0,-5,0,12,50.9611443980326,-212.480294448134 +0,-5,0,13,45.4447793410909,-188.0187385674 +0,-5,0,15,36.9470740197292,-151.331708438597 +0,-5,0,18,27.526073756686,-109.995880730316 +0,-5,0,21,21.1419020043909,-82.1111433301629 +0,-5,0,24,16.1034311181443,-63.754444396494 +0,-5,0.5,6,115.309176193863,-125.000230034303 +0,-5,0.5,8,84.162692077929,-140.844545835252 +0,-5,0.5,9,73.4423599246974,-137.664631519977 +0,-5,0.5,10,64.2628849033869,-119.541024660236 +0,-5,0.5,10.5,60.4864438133165,-124.952106637556 +0,-5,0.5,11,56.891176812891,-117.301367230968 +0,-5,0.5,11.5,53.708551274428,-131.395724432193 +0,-5,0.5,12,50.8150005484032,-106.753048301899 +0,-5,0.5,13,45.3872989915515,-93.7495259962104 +0,-5,0.5,15,36.6780471748046,-81.7552623339968 +0,-5,0.5,18,27.5326602457161,-72.7237133735699 +0,-5,0.5,21,21.123927178142,-56.6513694622132 +0,-5,0.5,24,16.378140345043,-40.213843055857 +0,-5,1,6,116.062216427628,254.557992273457 +0,-5,1,8,84.5651867728612,88.9309802352063 +0,-5,1,9,73.4145952256617,33.1831356982158 +0,-5,1,10,64.6272435516517,-5.6791369702086 +0,-5,1,10.5,60.6100656868138,6.80495108635128 +0,-5,1,11,57.0095520884704,-9.34059445140893 +0,-5,1,11.5,53.9447896263935,-3.97380746324958 +0,-5,1,12,50.6618574216107,-24.0610213141404 +0,-5,1,13,45.5379441651284,-36.7256263976967 +0,-5,1,15,36.5324085360951,-27.0616467420351 +0,-5,1,18,27.2315043716357,-42.6071739277104 +0,-5,1,21,20.9245789903366,-28.63618147757 +0,-5,1,24,16.1040584235409,-27.4558638635349 +0,-5,1.5,6,117.866255995139,658.66332754125 +0,-5,1.5,8,85.1624170389927,294.925558502006 +0,-5,1.5,9,74.0088260196985,203.832701212464 +0,-5,1.5,10,64.8500113931236,149.681601856207 +0,-5,1.5,10.5,60.950669351524,131.268614320215 +0,-5,1.5,11,57.1102169810362,101.823788042679 +0,-5,1.5,11.5,53.7393078565718,86.1252569433319 +0,-5,1.5,12,50.8076308747664,72.511480364976 +0,-5,1.5,13,45.269130312475,57.5686278626439 +0,-5,1.5,15,36.8117203690083,20.2756964615437 +0,-5,1.5,18,27.4532618662485,-3.03257054050245 +0,-5,1.5,21,20.8956574843389,-17.4838172040297 +0,-5,1.5,24,16.3582286933522,-13.7256711894482 +0,-5,2,6,120.876764039701,1079.78906730792 +0,-5,2,8,86.4380810305373,530.051475568573 +0,-5,2,9,74.8684129314462,387.114154019398 +0,-5,2,10,65.2506447533152,294.007732505015 +0,-5,2,10.5,61.346742772533,255.78729965563 +0,-5,2,11,57.6748889361962,217.564744150344 +0,-5,2,11.5,54.2290046933944,194.819453179037 +0,-5,2,12,51.0356543960779,158.69870171354 +0,-5,2,13,45.6827565868628,123.91878559541 +0,-5,2,15,36.7810022663916,73.0029131681605 +0,-5,2,18,27.6511193572332,45.0616976140807 +0,-5,2,21,20.9532377111394,19.8585715451167 +0,-5,2,24,16.4269899854661,19.6907388209955 +0,-5,3,6,131.59166931405,2091.1318939966 +0,-5,3,8,90.4154026121888,1028.21323972207 +0,-5,3,9,77.6720758163845,762.544114455199 +0,-5,3,10,67.33747924116,589.254189004462 +0,-5,3,10.5,62.9286618142963,530.120852232787 +0,-5,3,11,59.0055770782351,459.249400267054 +0,-5,3,11.5,55.502018408769,409.800115973693 +0,-5,3,12,52.3250640999687,362.681571670929 +0,-5,3,13,46.3342629842824,301.172035716912 +0,-5,3,15,37.5123963716851,191.46637620565 +0,-5,3,18,27.7344832066512,118.646993389528 +0,-5,3,21,21.1670348971336,48.7359776924255 +0,-5,3,24,16.4858648730869,33.971237589522 +0,-5,4,6,153.863662896711,3646.07535380975 +0,-5,4,8,97.4527332589316,1624.45538277894 +0,-5,4,9,82.0923362089232,1204.60849354528 +0,-5,4,10,70.3599094774301,919.48844712081 +0,-5,4,10.5,65.6650828143643,800.805712774213 +0,-5,4,11,61.1796212942369,723.039634219474 +0,-5,4,11.5,57.5194176573976,632.473358740635 +0,-5,4,12,53.9115764088436,565.788705214776 +0,-5,4,13,47.8285417953211,455.652791640252 +0,-5,4,15,38.1875596908728,312.593691608093 +0,-5,4,18,28.1323307595559,169.598321807655 +0,-5,4,21,21.2022985701631,102.756910940819 +0,-5,4,24,16.2327083490877,70.8424511566081 +0,0,-1,2,296.465914767032,-4788.38899323307 +0,0,0,1,408.657547261834,4.44035968238313 +0,0,0,2,265.867935681268,-3.98560474262022 +0,0,0,6,103.363229914841,-13.4700302563777 +0,0,0,8,75.7546023004163,0.0647611955051507 +0,0,0,9,65.9032186268097,-3.82230407416631 +0,0,0,10,57.8086527494978,-2.82864475714914 +0,0,0,10.5,54.4342226290033,-1.341898167581 +0,0,0,11,50.9928092270834,-7.91589228149297 +0,0,0,11.5,48.2184288085571,8.10366182612612 +0,0,0,12,45.5876255981986,2.40831963627808 +0,0,0,13,40.5394188365098,2.05469753370644 +0,0,0,15,33.1391820494515,-4.83271503856243 +0,0,0,18,24.8422937637256,-10.0457897803867 +0,0,0,21,18.7509700682034,-18.1101358390112 +0,0,0,24,14.4462605029474,-2.14557734440042 +0,0,0.5,6,103.818147712213,334.102715176671 +0,0,0.5,8,75.9481400787341,199.148483321137 +0,0,0.5,9,65.8862857249675,156.948486796704 +0,0,0.5,10,57.8761615485797,125.096131502509 +0,0,0.5,10.5,54.3276493969021,107.220145475152 +0,0,0.5,11,51.3333532675926,95.8751422587585 +0,0,0.5,11.5,48.3242238719643,85.1931410595294 +0,0,0.5,12,45.4253763821524,80.4229538892654 +0,0,0.5,13,40.6177613123869,74.7540877793894 +0,0,0.5,15,33.0725973551058,58.7787345251451 +0,0,0.5,18,24.6205191366916,32.6617786151548 +0,0,0.5,21,18.7371847495461,19.6874447984621 +0,0,0.5,24,14.6716356131244,4.73378782174526 +0,0,1,2,296.240667586168,4769.47698483323 +0,0,1,6,105.241640236893,701.108718228991 +0,0,1,8,76.5199883077274,394.439929408923 +0,0,1,9,66.4819603491581,310.996159322996 +0,0,1,10,57.9892009470757,246.788355354851 +0,0,1,10.5,54.481755228907,234.054358871576 +0,0,1,11,51.4180880053518,200.203195865172 +0,0,1,11.5,48.3042477891367,172.207968168827 +0,0,1,12,45.7742350265758,165.537843324812 +0,0,1,13,40.9698135651567,132.973744897737 +0,0,1,15,32.9168066063467,110.925406335593 +0,0,1,18,24.5357585037399,64.1889648561233 +0,0,1,21,18.9265465480909,42.7569955591442 +0,0,1,24,14.7175637362573,31.4000265967714 +0,0,1.5,6,107.630691202852,1052.86164994989 +0,0,1.5,8,77.6101555398529,601.596838872908 +0,0,1.5,9,67.2082664726824,469.872889612067 +0,0,1.5,10,59.0592557645308,372.854711384499 +0,0,1.5,10.5,55.4258488888462,337.401623198845 +0,0,1.5,11,51.9466116089173,303.86952844538 +0,0,1.5,11.5,48.6119979549024,279.581660622298 +0,0,1.5,12,46.2800173029272,249.023720035865 +0,0,1.5,13,40.77185700774,202.61503720853 +0,0,1.5,15,33.3666970134251,150.442016542949 +0,0,1.5,18,24.7701171779382,98.6013981562644 +0,0,1.5,21,18.8135048843151,58.7511826380646 +0,0,1.5,24,14.7492486651885,43.4242692418821 +0,0,2,6,111.306351554201,1448.68248214871 +0,0,2,8,78.852864356466,798.525657707865 +0,0,2,9,68.2177998390095,632.562610956211 +0,0,2,10,59.755002407974,495.517230602279 +0,0,2,10.5,56.0693492423721,466.615661242715 +0,0,2,11,52.5633785614712,410.088499303187 +0,0,2,11.5,49.4216551504151,377.793144725955 +0,0,2,12,46.6343371079402,330.292104773625 +0,0,2,13,41.5254280277374,268.753735769388 +0,0,2,15,33.5073942722681,199.318007754851 +0,0,2,18,25.0441696833748,131.860529656976 +0,0,2,21,18.9869808163002,89.8994751203163 +0,0,2,24,14.8637371425321,56.6018236092792 +0,0,3,6,122.895495171528,2410.51641157236 +0,0,3,8,83.7996262577723,1268.76407450401 +0,0,3,9,71.5921499853475,993.709075294398 +0,0,3,10,62.0023688778435,794.074005976373 +0,0,3,10.5,58.0988468921325,706.941796086476 +0,0,3,11,54.2991515434359,629.386097021199 +0,0,3,11.5,50.9457815799091,580.225164668802 +0,0,3,12,47.9777871483654,527.060031257079 +0,0,3,13,42.6077438199075,426.480974478606 +0,0,3,15,34.106480346489,300.911906405187 +0,0,3,18,25.2363340381345,187.366799593614 +0,0,3,21,19.2603124960723,127.71994126054 +0,0,3,24,14.9046580728446,92.5043102398396 +0,0,4,6,145.639468040545,3901.88482221747 +0,0,4,8,91.1894828646787,1842.99193159855 +0,0,4,9,76.7939720805254,1386.69268322961 +0,0,4,10,65.8845777130546,1088.0711457991 +0,0,4,10.5,60.9299351868222,982.747097624262 +0,0,4,11,56.8975857365318,869.822080599963 +0,0,4,11.5,53.3250152965705,788.313106253682 +0,0,4,12,50.2260121634067,706.850592781354 +0,0,4,13,44.2112357948266,579.617744172299 +0,0,4,15,35.3049957402118,405.176079869683 +0,0,4,18,25.9322584201263,240.847509644517 +0,0,4,21,19.7186218547051,156.207791310904 +0,0,4,24,15.0759526825745,111.711395143604 +0,5,0,6,92.2836757065161,439.317101601217 +0,5,0,8,67.4521316498735,319.881708578649 +0,5,0,9,58.7723743006325,273.302359390935 +0,5,0,10,51.6848035093882,242.260358732173 +0,5,0,10.5,48.5452055859301,214.76120280498 +0,5,0,11,45.7069401974224,202.645011416271 +0,5,0,11.5,43.1206333487657,188.887096645947 +0,5,0,12,40.5817948051284,192.461579431499 +0,5,0,13,36.3155265658587,158.287541793764 +0,5,0,15,29.6703906508458,122.093995691411 +0,5,0,18,22.1275430850222,110.989688048232 +0,5,0,21,16.8924082321317,60.0080197316053 +0,5,0,24,13.1385517295488,57.9586267230882 +0,5,0.5,6,93.4423021460765,747.257807617923 +0,5,0.5,8,68.129547727034,489.929652035829 +0,5,0.5,9,59.3129843963699,427.295199660218 +0,5,0.5,10,52.1161506300941,352.064946635119 +0,5,0.5,10.5,48.8359790404659,321.630481720843 +0,5,0.5,11,45.8885735785362,293.349122288035 +0,5,0.5,11.5,43.3244628647916,276.319469773624 +0,5,0.5,12,40.7262527118451,262.383603165491 +0,5,0.5,13,36.5459804765598,238.311688806524 +0,5,0.5,15,29.7030413752026,175.95459837135 +0,5,0.5,18,21.8916380737176,114.297600174956 +0,5,0.5,21,17.0629336591373,84.3222731187867 +0,5,0.5,24,13.1452538866753,61.9803454320499 +0,5,1,6,95.4101875725979,1073.89114509452 +0,5,1,8,68.8984449243247,676.380510977615 +0,5,1,9,60.0691560894086,549.526410815506 +0,5,1,10,52.4199498699792,437.846883867226 +0,5,1,10.5,49.3303749333358,416.836991677469 +0,5,1,11,46.5135079957097,397.711689047007 +0,5,1,11.5,43.5127228456152,371.3826057628 +0,5,1,12,41.0470964880567,330.282541542717 +0,5,1,13,36.8060680908155,290.819119029911 +0,5,1,15,29.6472899448209,213.358014324051 +0,5,1,18,22.0698191845985,148.100222124386 +0,5,1,21,17.0540034508534,96.2920435178587 +0,5,1,24,13.1271201443016,87.0370340557556 +0,5,1.5,6,98.0643784364238,1421.32484575663 +0,5,1.5,8,70.6452362204693,863.396105734653 +0,5,1.5,9,60.803308582791,692.236026174428 +0,5,1.5,10,53.217056910007,562.782320892935 +0,5,1.5,10.5,49.9878319738872,531.001661469938 +0,5,1.5,11,47.168467313182,494.062199651141 +0,5,1.5,11.5,44.3439756262988,433.772892505754 +0,5,1.5,12,41.8237322638458,420.291131343287 +0,5,1.5,13,37.2369671766758,340.599642206735 +0,5,1.5,15,30.2013260295991,262.721088385873 +0,5,1.5,18,22.188589972963,171.472206872134 +0,5,1.5,21,17.0802339326544,124.874583673992 +0,5,1.5,24,13.2588028181705,90.9112150057759 +0,5,2,6,102.143811622107,1798.17986025585 +0,5,2,8,72.3067351950012,1067.26139687167 +0,5,2,9,62.0850924583084,849.112354325138 +0,5,2,10,54.4450416617369,700.803485036454 +0,5,2,10.5,50.9013492864884,631.671158340083 +0,5,2,11,47.8256910263935,589.501664959195 +0,5,2,11.5,45.2118483811963,515.998107065012 +0,5,2,12,42.6057686085285,485.445967160777 +0,5,2,13,37.5659449005551,413.197364848836 +0,5,2,15,30.4681217584975,300.07858790183 +0,5,2,18,22.8617731375088,197.459852130771 +0,5,2,21,17.3556655921338,140.787798685997 +0,5,2,24,13.4300961492122,102.684435693893 +0,5,3,6,114.258650402751,2694.85187781225 +0,5,3,8,77.8436958122287,1497.31674287184 +0,5,3,9,66.2013791339421,1188.30540706375 +0,5,3,10,57.4887505637329,949.891030310105 +0,5,3,10.5,53.2639322101541,863.837798318084 +0,5,3,11,50.1144430859154,794.376858227005 +0,5,3,11.5,46.8917318891996,720.90812177552 +0,5,3,12,43.9483536308503,649.419167727246 +0,5,3,13,39.0452853154646,549.135175013382 +0,5,3,15,31.567108778301,402.373838802391 +0,5,3,18,23.0976658534521,278.266339617893 +0,5,3,21,17.7267022865729,167.744480670743 +0,5,3,24,13.5643858672798,128.921836907066 +0,5,4,6,138.040562609197,4140.85442808489 +0,5,4,8,85.5528446918946,2052.8622769126 +0,5,4,9,71.2862071271842,1566.92223940921 +0,5,4,10,61.1777255406495,1243.58883492513 +0,5,4,10.5,56.7135007988325,1111.60813117979 +0,5,4,11,52.9935422672427,1013.65464353299 +0,5,4,11.5,49.6120765993855,923.550033385909 +0,5,4,12,46.0485067813651,817.525572274597 +0,5,4,13,40.9645168889472,698.669109262528 +0,5,4,15,32.6498379445628,497.299532837242 +0,5,4,18,23.5716573222105,311.828828275333 +0,5,4,21,18.1238295127905,198.0368001926 +0,5,4,24,13.7308936016048,139.597019427793 +0,10,0,6,82.2998266497255,857.143400175529 +0,10,0,8,60.0895226753617,601.375983163603 +0,10,0,9,52.5509605046179,522.901301641178 +0,10,0,10,45.8722626952531,453.61522866646 +0,10,0,10.5,43.4155685094586,412.940560176827 +0,10,0,11,40.7815586163712,389.721334921757 +0,10,0,11.5,38.213516899152,352.380485518831 +0,10,0,12,36.1441965636274,344.999589070287 +0,10,0,13,32.5562350908848,301.382045743441 +0,10,0,15,26.287467216315,239.88021595265 +0,10,0,18,19.6367765423404,160.767826641431 +0,10,0,21,14.9783890747524,111.387030190526 +0,10,0,24,11.5244695658433,97.1445937005948 +0,10,0.5,6,84.3064310429922,1117.27808954276 +0,10,0.5,8,61.1728321387419,755.053224267072 +0,10,0.5,9,53.0794059499343,649.862027928666 +0,10,0.5,10,46.3394247308378,541.053742848444 +0,10,0.5,10.5,43.86421799738,514.229695572125 +0,10,0.5,11,41.3744697650525,474.203394115638 +0,10,0.5,11.5,38.9335441330537,438.535854904489 +0,10,0.5,12,36.5599549556953,414.899030643314 +0,10,0.5,13,32.5631026929085,367.602222487819 +0,10,0.5,15,26.4729531277465,286.324718734736 +0,10,0.5,18,19.8102853290998,203.585817601598 +0,10,0.5,21,15.1464729225365,148.243354491955 +0,10,0.5,24,11.6331605824907,99.7269959648436 +0,10,1,6,86.3066933962821,1404.33557151369 +0,10,1,8,62.188889334001,933.844875933058 +0,10,1,9,54.1976681092563,775.511753984306 +0,10,1,10,47.4346400298175,639.273950447409 +0,10,1,10.5,44.4490821822079,600.912707846627 +0,10,1,11,42.0840170685522,563.842491176964 +0,10,1,11.5,39.3113551638297,526.290883276524 +0,10,1,12,37.2270590187254,474.194482362477 +0,10,1,13,33.1751737986142,407.253555849114 +0,10,1,15,26.9596632430207,315.037802827924 +0,10,1,18,19.7811616570585,230.018813590428 +0,10,1,21,15.213395964585,158.284131102771 +0,10,1,24,11.8016559458732,120.822189144615 +0,10,1.5,6,89.8141708629989,1737.31505783392 +0,10,1.5,8,64.2245533898286,1084.89726073479 +0,10,1.5,9,55.5651964381794,897.947960976961 +0,10,1.5,10,48.4327624001339,744.493288222717 +0,10,1.5,10.5,45.317918337674,697.988857627286 +0,10,1.5,11,42.8564136922926,637.778902675567 +0,10,1.5,11.5,39.9085928705552,590.04688505628 +0,10,1.5,12,38.0017083081173,555.063400213862 +0,10,1.5,13,33.5239697993202,477.933254385232 +0,10,1.5,15,27.2134987433473,361.196413176703 +0,10,1.5,18,20.0123682065566,241.212971066104 +0,10,1.5,21,15.2870738621054,181.68249173462 +0,10,1.5,24,11.9352833567926,125.625741173224 +0,10,2,6,94.1436295949173,2065.27196976543 +0,10,2,8,66.2078021751501,1276.43498955835 +0,10,2,9,56.9320613365484,1049.34461198361 +0,10,2,10,49.809392778876,858.644239936884 +0,10,2,10.5,46.3012902380606,805.719309914942 +0,10,2,11,43.7547920011238,737.786301851336 +0,10,2,11.5,41.1439847776863,674.098849933144 +0,10,2,12,38.4857565588402,620.192802107082 +0,10,2,13,34.3994881727451,535.58500107677 +0,10,2,15,27.8585210845308,398.296549047234 +0,10,2,18,20.4213962137984,258.259652461721 +0,10,2,21,15.7969695463881,188.348106236081 +0,10,2,24,12.1643379694329,143.47826625556 +0,10,3,6,107.39769846663,2935.79116382511 +0,10,3,8,71.8583185020629,1695.37277994702 +0,10,3,9,61.2767376913882,1361.97054951681 +0,10,3,10,52.9732381014284,1111.28408046194 +0,10,3,10.5,49.0711470486782,1003.51968092939 +0,10,3,11,45.9745940906164,911.928370881283 +0,10,3,11.5,43.1985100157621,851.164244912538 +0,10,3,12,40.3569777696784,773.586032491879 +0,10,3,13,35.9749994837611,673.007332871955 +0,10,3,15,28.8035991456906,487.475554236573 +0,10,3,18,21.1591774446879,330.042516297351 +0,10,3,21,16.042801730141,229.116586879112 +0,10,3,24,12.3865568129501,168.89273585972 +0,10,4,6,131.171473788567,4340.50003940309 +0,10,4,8,80.5553612480083,2206.34288240874 +0,10,4,9,66.7870632598779,1734.0311478582 +0,10,4,10,56.8201355695808,1371.61781045037 +0,10,4,10.5,52.9950502531363,1253.09737137477 +0,10,4,11,49.2583517378431,1146.04522868682 +0,10,4,11.5,46.1620360446979,1027.34638679418 +0,10,4,12,42.925267159021,937.118718263505 +0,10,4,13,37.8607731951685,791.727334062469 +0,10,4,15,30.0558725903817,583.924173164972 +0,10,4,18,21.885556788224,382.307907701659 +0,10,4,21,16.5498948956061,261.531083195783 +0,10,4,24,12.7210912841862,174.508382403819 +0,15,0,6,73.541684497338,1188.7443248625 +0,15,0,8,53.8763645949949,838.708908929176 +0,15,0,9,47.0056490790588,731.9957689231 +0,15,0,10,40.9092124991549,631.022400659651 +0,15,0,10.5,38.623462091314,588.545795387862 +0,15,0,11,36.4095945680047,556.162176762883 +0,15,0,11.5,34.2185181038983,511.932180711074 +0,15,0,12,32.5167540338457,486.65798695158 +0,15,0,13,29.2246440804712,429.975961360254 +0,15,0,15,23.4412257653228,331.974424847957 +0,15,0,18,17.5081030450318,242.749152444691 +0,15,0,21,13.6909496149834,154.435516572957 +0,15,0,24,10.1032101933855,127.851226336132 +0,15,0.5,6,75.7302542260315,1428.93669910181 +0,15,0.5,8,54.8566018369282,979.918691502309 +0,15,0.5,9,47.663325811265,820.002014936744 +0,15,0.5,10,42.0195719553714,724.47582618343 +0,15,0.5,10.5,39.4934912128904,670.394595811582 +0,15,0.5,11,37.0999438333813,640.229252585318 +0,15,0.5,11.5,34.8548287746772,570.217714287361 +0,15,0.5,12,32.8605232685513,554.651743127613 +0,15,0.5,13,29.345311606854,474.586587567923 +0,15,0.5,15,23.9484804286222,369.186191478797 +0,15,0.5,18,17.6999705457339,257.157849384952 +0,15,0.5,21,13.757015917954,191.133284275771 +0,15,0.5,24,10.4465332116771,149.507683200272 +0,15,1,6,78.8598931802155,1700.27734473524 +0,15,1,8,56.5845740877441,1145.3594964063 +0,15,1,9,48.8625582409837,952.490601521626 +0,15,1,10,42.9625863431836,807.166610496479 +0,15,1,10.5,40.1593531965604,749.247933488538 +0,15,1,11,37.7645683958254,695.582021230343 +0,15,1,11.5,35.6256271398418,654.285207177768 +0,15,1,12,33.4193228877941,612.860510256556 +0,15,1,13,29.938723993438,537.35267638545 +0,15,1,15,24.1178987069936,413.862059797376 +0,15,1,18,18.1354354290641,280.877877336788 +0,15,1,21,13.5534239555913,210.063842649093 +0,15,1,24,10.8235556188085,159.525211475137 +0,15,1.5,6,82.0264499763638,2000.66127676589 +0,15,1.5,8,58.3637434655515,1306.21739202788 +0,15,1.5,9,50.5959532857833,1072.63067132329 +0,15,1.5,10,44.0862327157961,910.624036539484 +0,15,1.5,10.5,41.280151707037,838.126328887351 +0,15,1.5,11,38.6261317458022,781.034656553496 +0,15,1.5,11.5,36.3280102982897,717.70701716007 +0,15,1.5,12,34.4547373694543,674.65178313582 +0,15,1.5,13,30.4369520926163,580.462451367107 +0,15,1.5,15,24.835785130642,433.991153809596 +0,15,1.5,18,18.1843572987359,307.507272950799 +0,15,1.5,21,13.8734620644182,223.220022111579 +0,15,1.5,24,10.7320611757905,164.908718850914 +0,15,2,6,87.1193634112504,2310.36513870062 +0,15,2,8,60.9202561992418,1456.288274453 +0,15,2,9,52.079081956425,1211.73927332837 +0,15,2,10,45.3510356722768,1020.96021658281 +0,15,2,10.5,42.5441321803814,914.304199983451 +0,15,2,11,39.8743020103455,851.735717238386 +0,15,2,11.5,37.455026344619,795.041048503276 +0,15,2,12,35.2766238840924,726.646338727513 +0,15,2,13,31.2736842103299,624.631804513546 +0,15,2,15,25.3575037528072,488.733724001508 +0,15,2,18,18.6922838707224,340.10526812252 +0,15,2,21,14.0414315542054,228.645577586425 +0,15,2,24,10.8817126375271,183.940768001076 +0,15,3,6,100.547153932181,3145.40379389454 +0,15,3,8,67.038778968171,1850.29327499697 +0,15,3,9,56.7766438932573,1498.75696186381 +0,15,3,10,48.9157452568069,1241.56278030179 +0,15,3,10.5,45.454956277619,1115.67210632609 +0,15,3,11,42.2447815430776,1032.30095295886 +0,15,3,11.5,39.9330712043631,951.289217087286 +0,15,3,12,37.421682816851,882.663019612213 +0,15,3,13,33.362917747079,746.539233480545 +0,15,3,15,26.3914887506228,555.361518672391 +0,15,3,18,19.5082152291191,376.26186182325 +0,15,3,21,14.6230617312301,259.078645338084 +0,15,3,24,11.1852224071632,203.641807292855 +0,15,4,6,124.824811951813,4508.75096330377 +0,15,4,8,75.523800362525,2346.80129724629 +0,15,4,9,62.7742864046437,1838.40686222296 +0,15,4,10,53.2924658404444,1491.11241294235 +0,15,4,10.5,49.6115472760788,1355.35326060094 +0,15,4,11,45.9977283454015,1241.71683283786 +0,15,4,11.5,42.8967316762379,1136.03592029394 +0,15,4,12,40.0478494424104,1048.34007887283 +0,15,4,13,35.2419776644759,887.902804859555 +0,15,4,15,27.9967188394782,641.510573108499 +0,15,4,18,20.1407240559376,429.038228897961 +0,15,4,21,15.2670624432602,305.547418946897 +0,15,4,24,11.867361953555,210.191513544318 +1,-1,0,1,408.954914337292,-791.39300698408 +1,-1,0,2,265.890859579815,-515.460157169902 +1,1,0,1,390.662551991661,13.8746630899373 +1,1,0,2,253.732119710797,-8.13592713759004 +5,-15,0,6,131.981887993105,-2162.42562620103 +5,-15,0,8,95.928417784551,-1520.15129384671 +5,-15,0,9,83.6048721342562,-1303.79507658736 +5,-15,0,10,73.4676722089516,-1126.34475035032 +5,-15,0,10.5,68.8440536338923,-1059.71137998979 +5,-15,0,11,64.9081141132978,-981.961744771766 +5,-15,0,11.5,61.1665636006767,-938.031985624138 +5,-15,0,12,57.5838810792759,-870.414456075603 +5,-15,0,13,51.5924253203306,-768.031123558043 +5,-15,0,15,42.0778388108519,-615.533469356115 +5,-15,0,18,31.2597686240112,-456.615796045287 +5,-15,0,21,23.8143364333025,-314.979566606841 +5,-15,0,24,18.5643863725224,-252.833370653122 +5,-15,0.5,6,129.098126771126,-1714.17021533791 +5,-15,0.5,8,94.4210172400329,-1281.25763376154 +5,-15,0.5,9,82.3666342868327,-1117.42059485899 +5,-15,0.5,10,72.1909977234314,-986.969389194279 +5,-15,0.5,10.5,67.8953723988395,-919.785864850432 +5,-15,0.5,11,63.7937006316636,-844.935819907653 +5,-15,0.5,11.5,60.469217099179,-816.467075319702 +5,-15,0.5,12,56.706854632631,-753.659500064083 +5,-15,0.5,13,50.9086173703758,-676.94713072028 +5,-15,0.5,15,41.3815369672176,-540.519511937865 +5,-15,0.5,18,30.6448097625045,-393.838611831183 +5,-15,0.5,21,23.651209941138,-300.447538453587 +5,-15,0.5,24,18.0811709351691,-224.936493755295 +5,-15,1,6,127.217815058132,-1308.52306375665 +5,-15,1,8,93.121299300214,-1034.48791926752 +5,-15,1,9,81.0240901827192,-932.495349862481 +5,-15,1,10,71.3508706802137,-817.551715050393 +5,-15,1,10.5,66.9842321773258,-778.13339214615 +5,-15,1,11,63.0603417416587,-731.493181301311 +5,-15,1,11.5,59.4225786413485,-707.979392244538 +5,-15,1,12,56.3425161398691,-655.841064338063 +5,-15,1,13,50.198789245664,-590.583678356435 +5,-15,1,15,40.893759468012,-468.316463308904 +5,-15,1,18,30.5416528410801,-365.947846638555 +5,-15,1,21,23.4677367924441,-269.562664935137 +5,-15,1,24,18.1341506799291,-207.798525989783 +5,-15,1.5,6,126.375200206886,-882.979442385699 +5,-15,1.5,8,92.2201271228403,-796.045602559507 +5,-15,1.5,9,80.2355954136978,-732.452119142994 +5,-15,1.5,10,70.3200869655324,-673.448217319889 +5,-15,1.5,10.5,66.1414657078398,-639.438774392118 +5,-15,1.5,11,62.3830065049277,-611.445956623886 +5,-15,1.5,11.5,58.9820627904405,-598.36817292939 +5,-15,1.5,12,55.4811141352151,-546.354179192672 +5,-15,1.5,13,49.5759717024176,-499.155595744285 +5,-15,1.5,15,40.3801085959956,-427.761696427837 +5,-15,1.5,18,30.2124974046304,-317.418757294408 +5,-15,1.5,21,23.3609930020366,-247.88119552852 +5,-15,1.5,24,17.973495646814,-207.986721090693 +5,-15,2,6,126.947573152885,-449.379273471022 +5,-15,2,8,92.0940325027982,-557.431448880646 +5,-15,2,9,80.1180063295283,-540.016983690419 +5,-15,2,10,70.0961157210869,-504.812255848235 +5,-15,2,10.5,66.0386096836023,-508.451662245741 +5,-15,2,11,62.1028672929977,-485.602260506968 +5,-15,2,11.5,58.628327261129,-478.144353101642 +5,-15,2,12,55.2265120245664,-468.773518195054 +5,-15,2,13,49.306062961053,-414.948311411015 +5,-15,2,15,40.1201254666168,-368.975281124911 +5,-15,2,18,30.0051937740154,-282.691121310487 +5,-15,2,21,22.9159341930793,-221.675081511026 +5,-15,2,24,17.9032231284186,-170.318718408778 +5,-15,3,6,132.426540044078,533.744518200352 +5,-15,3,8,92.9558333121319,-43.2852204313249 +5,-15,3,9,80.3495729364577,-160.893503522153 +5,-15,3,10,70.120849763193,-209.804454103802 +5,-15,3,10.5,65.7822543760584,-215.932970776017 +5,-15,3,11,61.8124604061746,-229.674751214729 +5,-15,3,11.5,58.0881430581799,-236.439424857707 +5,-15,3,12,54.8184914179736,-255.949771182975 +5,-15,3,13,48.9904665347546,-245.097739391788 +5,-15,3,15,39.6076488185365,-240.347855169516 +5,-15,3,18,29.5661274073987,-196.848515058802 +5,-15,3,21,22.7475926787339,-166.521999946568 +5,-15,3,24,17.7558208691808,-153.014257491651 +5,-15,4,6,147.635010198306,1932.21617668518 +5,-15,4,8,96.8178474944261,530.471094014296 +5,-15,4,9,82.5825512873072,267.630812287755 +5,-15,4,10,71.3106712971876,112.933700461043 +5,-15,4,10.5,66.7584387595086,73.4974396679594 +5,-15,4,11,62.3986023921445,21.5264476369724 +5,-15,4,11.5,58.5612925803623,-10.136280243835 +5,-15,4,12,55.1684470475337,-29.0910654818282 +5,-15,4,13,48.9958513108742,-72.5593492915066 +5,-15,4,15,39.7807978790692,-121.713076872091 +5,-15,4,18,29.5700424211087,-141.134825154344 +5,-15,4,21,22.5033875013976,-133.354947547342 +5,-15,4,24,17.6325483059643,-115.83540226991 +5,-10,0,6,117.537950952575,-1529.90552894186 +5,-10,0,8,86.0013376762384,-1085.56255462459 +5,-10,0,9,74.6651192164212,-922.620652638681 +5,-10,0,10,65.5969224532115,-804.007098707322 +5,-10,0,10.5,61.6107334010554,-749.017860146696 +5,-10,0,11,57.8633891382255,-707.756356560422 +5,-10,0,11.5,54.7936280776885,-671.999337738114 +5,-10,0,12,51.5122056065447,-615.108765459222 +5,-10,0,13,46.1828380046642,-549.56596018424 +5,-10,0,15,37.4362471408002,-432.262458214561 +5,-10,0,18,27.8995838255109,-315.159612773206 +5,-10,0,21,21.2751321185032,-228.459375764105 +5,-10,0,24,16.6915454184122,-174.923121622371 +5,-10,0.5,6,115.591194278674,-1140.88483409355 +5,-10,0.5,8,84.5223770134645,-858.171762205005 +5,-10,0.5,9,73.6319810778705,-757.322319587692 +5,-10,0.5,10,64.7336198865412,-666.844424215641 +5,-10,0.5,10.5,60.8664255048978,-621.453547255453 +5,-10,0.5,11,57.3542355425876,-592.346067057279 +5,-10,0.5,11.5,54.1931914762288,-554.442203334765 +5,-10,0.5,12,50.9749398657074,-511.157604661488 +5,-10,0.5,13,45.6681383279729,-462.100259464823 +5,-10,0.5,15,36.8215200670903,-356.862243847936 +5,-10,0.5,18,27.5205731875104,-273.439151956656 +5,-10,0.5,21,20.9134015277447,-202.454577993403 +5,-10,0.5,24,16.4351804739892,-164.123550128686 +5,-10,1,6,114.616531990916,-765.011955148315 +5,-10,1,8,84.0306906542614,-651.220081330104 +5,-10,1,9,72.9538268651184,-586.863996332939 +5,-10,1,10,64.2320963853232,-534.245291515911 +5,-10,1,10.5,60.2924073103675,-505.493375008685 +5,-10,1,11,56.8456337252326,-481.062902320522 +5,-10,1,11.5,53.603239469744,-451.004825891156 +5,-10,1,12,50.621826514078,-420.417080505854 +5,-10,1,13,45.1857370454236,-388.253506780229 +5,-10,1,15,36.8475236275918,-317.235291377307 +5,-10,1,18,27.3970847154865,-246.690905949818 +5,-10,1,21,21.1535920067088,-194.558192388073 +5,-10,1,24,16.2661146968199,-135.914098104535 +5,-10,1.5,6,114.79157101691,-399.181927920994 +5,-10,1.5,8,83.4312990275578,-438.195868249346 +5,-10,1.5,9,72.7485732636592,-421.532167109168 +5,-10,1.5,10,63.7938007164407,-404.113963500214 +5,-10,1.5,10.5,59.932258172167,-376.131707469249 +5,-10,1.5,11,56.4847547929731,-356.29723620189 +5,-10,1.5,11.5,53.2111918922445,-359.668371645499 +5,-10,1.5,12,50.4487934160402,-347.784785313725 +5,-10,1.5,13,44.9805239617847,-309.451529613281 +5,-10,1.5,15,36.4204942081436,-265.046453919601 +5,-10,1.5,18,27.2609118454597,-203.461191899558 +5,-10,1.5,21,20.6766818038855,-165.124175074302 +5,-10,1.5,24,16.2710610768618,-128.063524694461 +5,-10,2,6,115.809598632318,8.90087937914626 +5,-10,2,8,83.5134242530452,-210.944400091502 +5,-10,2,9,72.6657570602685,-235.197385735095 +5,-10,2,10,63.6427202969594,-258.429564824091 +5,-10,2,10.5,59.8354793290829,-240.518491539078 +5,-10,2,11,56.336453189699,-253.105714761242 +5,-10,2,11.5,52.8860679797946,-243.644058389761 +5,-10,2,12,50.1861034488112,-248.929023280197 +5,-10,2,13,44.715107254349,-236.760147103261 +5,-10,2,15,36.2759695337193,-206.888632253999 +5,-10,2,18,27.2251567814289,-173.332397084675 +5,-10,2,21,20.5957928906762,-135.302910333176 +5,-10,2,24,16.1676283864661,-107.713707026239 +5,-10,3,6,122.43906356016,917.165140202029 +5,-10,3,8,85.3587529059264,262.351204228611 +5,-10,3,9,73.711228248084,114.112280405398 +5,-10,3,10,64.1152445768163,35.4788190159838 +5,-10,3,10.5,60.1463801243694,-3.06418872426676 +5,-10,3,11,56.632272090961,-17.2342179407505 +5,-10,3,11.5,53.1191687543704,-20.476043693982 +5,-10,3,12,50.0073089372009,-53.6289965368868 +5,-10,3,13,44.6205645252,-67.823563347347 +5,-10,3,15,36.1607707241298,-104.602935258546 +5,-10,3,18,27.0119999521844,-108.083957081601 +5,-10,3,21,20.9530366732171,-105.194092507956 +5,-10,3,24,15.8446118995287,-76.8642460176507 +5,-10,4,6,138.503818536015,2263.97089576933 +5,-10,4,8,89.6213532414808,799.673431692844 +5,-10,4,9,76.2819115387545,501.936341247767 +5,-10,4,10,65.5297921819108,327.411038256461 +5,-10,4,10.5,61.5192415356777,267.846465461149 +5,-10,4,11,57.4262742480852,209.714397561063 +5,-10,4,11.5,53.9552142272417,160.186603688952 +5,-10,4,12,50.9088207941459,136.172681895622 +5,-10,4,13,45.5047544169055,73.6008938775319 +5,-10,4,15,36.3367631770226,9.52926277040036 +5,-10,4,18,26.9660556458756,-36.7031385843915 +5,-10,4,21,20.5593875033925,-57.171863868215 +5,-10,4,24,16.0771627316703,-71.9688852649528 +5,-5,0,6,104.433028575489,-970.592777743833 +5,-5,0,8,76.3428916016901,-678.121684770865 +5,-5,0,9,66.5072548214665,-584.788082622691 +5,-5,0,10,58.258071684341,-513.847125981899 +5,-5,0,10.5,54.7323533228193,-479.461507213505 +5,-5,0,11,51.5907775329215,-456.15810741818 +5,-5,0,11.5,48.6665542026632,-411.712850457134 +5,-5,0,12,45.803695342836,-389.407868559045 +5,-5,0,13,40.9834186956518,-343.07607541631 +5,-5,0,15,33.3812658495475,-275.618568835616 +5,-5,0,18,24.8761201312814,-202.107408664674 +5,-5,0,21,19.0898269169929,-145.98466250577 +5,-5,0,24,14.8342900970525,-116.489544616987 +5,-5,0.5,6,103.281343127379,-623.315542750497 +5,-5,0.5,8,75.6194795814972,-495.747715661724 +5,-5,0.5,9,65.8153558157411,-438.215760782305 +5,-5,0.5,10,57.9383771360117,-388.941226231851 +5,-5,0.5,10.5,54.3497427424354,-357.233971495173 +5,-5,0.5,11,51.2456257874194,-340.625676026106 +5,-5,0.5,11.5,48.4043743790155,-318.931547290865 +5,-5,0.5,12,45.4180216300214,-312.648012433179 +5,-5,0.5,13,40.6027861063524,-272.150183651343 +5,-5,0.5,15,32.9340156410679,-212.96761455639 +5,-5,0.5,18,24.5925136058484,-153.868182601776 +5,-5,0.5,21,18.9166764897201,-118.161884786082 +5,-5,0.5,24,14.7133529369498,-93.6457835888286 +5,-5,1,6,103.143783523509,-282.645195514021 +5,-5,1,8,75.3156224182211,-282.039197867484 +5,-5,1,9,65.5738195744263,-280.980899459143 +5,-5,1,10,57.3224444703028,-263.156239748448 +5,-5,1,10.5,53.903110281317,-250.305043466989 +5,-5,1,11,51.0221978398807,-244.577356780544 +5,-5,1,11.5,47.7054273592559,-228.801936722316 +5,-5,1,12,45.0451409688779,-216.52303596746 +5,-5,1,13,40.5719579944831,-206.366322335009 +5,-5,1,15,32.9249081168386,-175.94912128888 +5,-5,1,18,24.5046527029654,-134.535841258223 +5,-5,1,21,18.6713061034142,-108.917550293887 +5,-5,1,24,14.5209815972574,-82.5528210099088 +5,-5,1.5,6,103.733190579958,67.4789474280838 +5,-5,1.5,8,75.3116314308794,-91.7266327812582 +5,-5,1.5,9,65.6954172641417,-130.465880476803 +5,-5,1.5,10,57.5280931351555,-139.500015329204 +5,-5,1.5,10.5,53.8319428457193,-143.996211557204 +5,-5,1.5,11,50.7050445838102,-148.139490143185 +5,-5,1.5,11.5,47.7169212486263,-150.079488060655 +5,-5,1.5,12,45.2007638890027,-133.013860486908 +5,-5,1.5,13,39.9949564952689,-135.211964319981 +5,-5,1.5,15,32.7772169966703,-125.196551228755 +5,-5,1.5,18,24.4446757334346,-99.5128587933617 +5,-5,1.5,21,18.6912596742264,-82.2810869369856 +5,-5,1.5,24,14.6375851932157,-88.5201859780698 +5,-5,2,6,105.554697114177,430.581117154973 +5,-5,2,8,75.5488768533125,91.4186554729094 +5,-5,2,9,65.8290442773283,33.0606689375398 +5,-5,2,10,57.582305814727,-12.237918651814 +5,-5,2,10.5,54.1144756254586,-31.2765720077027 +5,-5,2,11,50.8591521372087,-36.222933998995 +5,-5,2,11.5,47.8002271537716,-42.1487633025348 +5,-5,2,12,45.1219341843663,-51.8901717771724 +5,-5,2,13,40.3683140898354,-65.2319782558838 +5,-5,2,15,32.6655749034903,-82.8848144470221 +5,-5,2,18,24.5120225444582,-69.4972143198272 +5,-5,2,21,18.637284425088,-63.6573655348251 +5,-5,2,24,14.3927785926612,-57.4999375799464 +5,-5,3,6,113.0681270184,1279.17793492939 +5,-5,3,8,78.1303089408123,525.163241226239 +5,-5,3,9,67.4516720225309,362.787505607367 +5,-5,3,10,58.7694039981696,250.484651282454 +5,-5,3,10.5,55.065606330687,210.672884934692 +5,-5,3,11,51.564165056719,163.058438226367 +5,-5,3,11.5,48.5727375273065,146.527155764836 +5,-5,3,12,45.6228692275415,114.712588649608 +5,-5,3,13,40.6883388806371,66.3111497272698 +5,-5,3,15,32.8916294381889,15.0245464583053 +5,-5,3,18,24.4748572392839,-20.6275034352105 +5,-5,3,21,18.7283985281552,-5.26414975321045 +5,-5,3,24,14.303776645371,-38.3722477396964 +5,-5,4,6,130.045405040859,2562.03274605888 +5,-5,4,8,83.2321874184046,1035.27282574201 +5,-5,4,9,70.494144575644,721.649464992259 +5,-5,4,10,60.6801900831738,526.833126725597 +5,-5,4,10.5,56.7715266083592,455.586403811246 +5,-5,4,11,52.9376324270556,388.011340157972 +5,-5,4,11.5,49.7108817419783,334.858668740283 +5,-5,4,12,46.4618086504682,279.312336260053 +5,-5,4,13,41.5598541540766,223.065304326228 +5,-5,4,15,33.4228158341277,117.356662271508 +5,-5,4,18,24.5415968331446,42.2871713439137 +5,-5,4,21,18.6895470737343,24.1301922278404 +5,-5,4,24,14.4021294423755,-6.75075453831439 +5,0,0,6,92.2679316256968,-460.675358062006 +5,0,0,8,67.4784333206857,-333.88682099481 +5,0,0,9,58.8431815149023,-271.389067866109 +5,0,0,10,51.6936913489885,-241.429408877063 +5,0,0,10.5,48.4735243397875,-220.895262108983 +5,0,0,11,45.600920457071,-201.715868598452 +5,0,0,11.5,42.9317414357228,-184.655714994972 +5,0,0,12,40.6203144890524,-176.003364437426 +5,0,0,13,36.3075494912487,-163.305465052797 +5,0,0,15,29.4600170643764,-112.809630596186 +5,0,0,18,21.93537522052,-88.2710893370826 +5,0,0,21,16.7504199826617,-74.4560041747527 +5,0,0,24,13.0334755905109,-52.5568016512784 +5,0,0.5,6,91.8042899422229,-152.685590231589 +5,0,0.5,8,67.3122467982461,-153.787050123731 +5,0,0.5,9,58.155676607711,-136.954202766341 +5,0,0.5,10,51.5852649485925,-125.275954830994 +5,0,0.5,10.5,48.3013546530059,-128.98669820649 +5,0,0.5,11,45.4087318047362,-113.907608403948 +5,0,0.5,11.5,42.820404106108,-112.621844036228 +5,0,0.5,12,40.3615513599717,-111.213327483667 +5,0,0.5,13,36.1132012166377,-104.533841375968 +5,0,0.5,15,29.2568298232463,-93.9332452350407 +5,0,0.5,18,21.7617115296097,-53.6830220836901 +5,0,0.5,21,16.8485872200662,-56.8302801211595 +5,0,0.5,24,12.9732906961913,-40.1855027234199 +5,0,1,6,92.1930670533573,155.890262690969 +5,0,1,8,67.1311358362788,39.4823229151895 +5,0,1,9,58.6910275769049,-5.29358956307631 +5,0,1,10,51.2985018064029,-13.4404711503161 +5,0,1,10.5,48.0507220662814,-29.4039606815699 +5,0,1,11,45.70448332393,-29.1220665241427 +5,0,1,11.5,42.6104416160272,-34.3632532642739 +5,0,1,12,40.3281894502091,-37.5374108103671 +5,0,1,13,35.9283098491814,-29.9640506285936 +5,0,1,15,29.3423280856094,-33.4222720015178 +5,0,1,18,21.863798272657,-32.5144881104025 +5,0,1,21,16.7293141189316,-28.5391872165027 +5,0,1,24,13.1602850605848,-21.00126851208 +5,0,1.5,6,93.6439234837421,467.593510245543 +5,0,1.5,8,67.8939412863916,193.391275997572 +5,0,1.5,9,58.5272232173575,126.844781370361 +5,0,1.5,10,51.7977606829947,91.6460763373622 +5,0,1.5,10.5,48.3305408474457,71.4799739501443 +5,0,1.5,11,45.8541027133538,57.87730646742 +5,0,1.5,11.5,42.7689765372692,47.8277975464956 +5,0,1.5,12,40.5911392712781,27.9025657969137 +5,0,1.5,13,35.9468185675903,28.8203861549335 +5,0,1.5,15,29.3739398699472,-0.73089961955046 +5,0,1.5,18,21.7578785856762,-9.54176621198547 +5,0,1.5,21,16.5704365603864,-5.74393138745367 +5,0,1.5,24,13.0528199288531,-14.8047993767018 +5,0,2,6,96.2468225764716,801.907798814049 +5,0,2,8,68.4590215616154,372.749134252132 +5,0,2,9,59.4990585439496,274.818707949195 +5,0,2,10,52.0632875985392,189.290252502118 +5,0,2,10.5,48.6814629755739,189.11360243521 +5,0,2,11,45.9129767677055,152.549773562091 +5,0,2,11.5,43.1429678553248,137.040662490094 +5,0,2,12,40.6874647833614,111.263336919064 +5,0,2,13,36.0868195810745,83.4724197018502 +5,0,2,15,29.5896290744619,43.5205501990733 +5,0,2,18,21.515392160436,30.775096218213 +5,0,2,21,16.742466332834,6.51766581403159 +5,0,2,24,13.060839483391,10.945945457319 +5,0,3,6,104.573130541392,1608.04966114611 +5,0,3,8,71.9276274864888,786.370885223233 +5,0,3,9,61.2613525577538,581.909128741583 +5,0,3,10,53.6424895995808,433.875598143626 +5,0,3,10.5,50.0944083615046,395.034450740624 +5,0,3,11,46.7337909624784,344.876399757749 +5,0,3,11.5,44.1238893957224,299.920333618494 +5,0,3,12,41.6139573354227,269.960907040668 +5,0,3,13,36.944760582401,214.708693717055 +5,0,3,15,29.963215172225,142.61401621711 +5,0,3,18,22.0584251759397,71.3433471941377 +5,0,3,21,16.9176433823971,28.7484057302663 +5,0,3,24,13.0137995159844,19.0988486837044 +5,0,4,6,121.812446289429,2813.88597320416 +5,0,4,8,77.3264691508692,1264.50980536433 +5,0,4,9,65.1234309230228,920.980852716581 +5,0,4,10,55.939669199823,710.81327790164 +5,0,4,10.5,52.1692790820914,619.663484155804 +5,0,4,11,48.6372478276144,542.731140854982 +5,0,4,11.5,45.7065968281403,490.852457741008 +5,0,4,12,42.7563654169411,446.025575820281 +5,0,4,13,37.9620301630528,350.404709819726 +5,0,4,15,30.459954866175,233.25567883804 +5,0,4,18,22.4729566276681,113.310218884927 +5,0,4,21,16.9444132719102,71.3806806598201 +5,0,4,24,13.3574037712995,42.2599223237069 +5,5,0,6,81.4558645861228,-0.978054196286217 +5,5,0,8,59.472078712808,2.33067794104707 +5,5,0,9,51.8203199363354,11.8676911363161 +5,5,0,10,45.284725048,8.66010554216569 +5,5,0,10.5,42.7418166309289,2.84062919225435 +5,5,0,11,40.3756700215073,-4.21488652144597 +5,5,0,11.5,38.0543671255671,4.81916984155344 +5,5,0,12,35.663155229375,-0.703699756615724 +5,5,0,13,32.1106923139378,2.08333587912726 +5,5,0,15,25.9273035224934,7.49912745125132 +5,5,0,18,19.3949225711043,-2.21216279192976 +5,5,0,21,14.7323751879354,1.68575156656364 +5,5,0,24,11.3276147484701,-3.52410832961511 +5,5,0.5,6,81.5884194236359,263.788341022036 +5,5,0.5,8,59.7100946415121,167.587059555375 +5,5,0.5,9,52.0287759666006,124.034067078147 +5,5,0.5,10,45.6782623908412,97.9150744464772 +5,5,0.5,10.5,42.8610100355391,86.1109634630025 +5,5,0.5,11,40.4596883725604,74.1019266554632 +5,5,0.5,11.5,38.0948447950449,67.8489634990103 +5,5,0.5,12,35.8423537672982,67.2441678434056 +5,5,0.5,13,31.9875733806249,52.7248228433024 +5,5,0.5,15,25.992162438118,43.3851727853027 +5,5,0.5,18,19.5484515464437,22.1844844942632 +5,5,0.5,21,14.843785463622,17.3145790385332 +5,5,0.5,24,11.5741561963648,3.93369390923562 +5,5,1,6,82.836984323133,536.914537996419 +5,5,1,8,59.978947759593,309.164945168514 +5,5,1,9,52.3949912569955,226.105716578732 +5,5,1,10,45.7022307103041,197.719057196821 +5,5,1,10.5,42.9043466178011,165.614305201501 +5,5,1,11,40.4723046027581,167.599493440956 +5,5,1,11.5,38.2150570867344,145.322460201098 +5,5,1,12,36.0374382384862,137.721739194887 +5,5,1,13,32.2140763961048,109.287468993867 +5,5,1,15,25.9734304922089,69.0292322981772 +5,5,1,18,19.4249412349603,52.6651096018838 +5,5,1,21,14.9320108566907,31.3222037649516 +5,5,1,24,11.8209594211773,22.8843004096463 +5,5,1.5,6,84.2837954484469,822.786297875195 +5,5,1.5,8,60.5759630323157,459.151686106856 +5,5,1.5,9,52.9603709436159,382.720438728025 +5,5,1.5,10,46.3061315539458,284.165963914222 +5,5,1.5,10.5,43.60006829757,264.980675980299 +5,5,1.5,11,40.8410635334211,242.672129845368 +5,5,1.5,11.5,38.185636345594,222.297963049487 +5,5,1.5,12,36.5025498440557,198.150212245769 +5,5,1.5,13,32.0610102890764,173.104038427014 +5,5,1.5,15,26.3965399560368,121.292620213709 +5,5,1.5,18,19.4848221281397,76.5177761917746 +5,5,1.5,21,14.8346138820424,46.5335713582443 +5,5,1.5,24,11.7354685957917,28.2844863965361 +5,5,2,6,87.1692635922481,1146.95743613834 +5,5,2,8,62.1186571118444,638.247257515645 +5,5,2,9,53.6462847123694,500.509099478976 +5,5,2,10,47.072493519308,399.817906102779 +5,5,2,10.5,44.1369783675349,361.800929961909 +5,5,2,11,41.4313302531243,335.645066213271 +5,5,2,11.5,39.1203147416576,287.754817412562 +5,5,2,12,36.4832561809315,260.210312686898 +5,5,2,13,32.7113551514166,216.068240739917 +5,5,2,15,26.3894417719131,147.212893603975 +5,5,2,18,19.7685058428985,107.75176443542 +5,5,2,21,15.0514563293839,61.7002751230497 +5,5,2,24,11.7325162146991,54.2749931148497 +5,5,3,6,96.260228483597,1898.60353355563 +5,5,3,8,65.7545895554382,993.824840252013 +5,5,3,9,56.4574887533946,774.138348074909 +5,5,3,10,48.8583927806423,614.352536690271 +5,5,3,10.5,45.5992157310828,575.867000122097 +5,5,3,11,42.5762921367644,496.662686923937 +5,5,3,11.5,40.1813992329031,454.569656788433 +5,5,3,12,37.6201822101265,409.179151639696 +5,5,3,13,33.401439171136,347.807688523939 +5,5,3,15,26.9047263386983,234.631823201081 +5,5,3,18,20.0627688226327,165.144742745184 +5,5,3,21,15.1493358867764,99.6544285604953 +5,5,3,24,11.6454181913862,76.3599891443661 +5,5,4,6,114.466476988091,3080.50939579193 +5,5,4,8,71.9436933934306,1445.00709598001 +5,5,4,9,60.3117833370533,1100.84238013876 +5,5,4,10,51.8281817489327,852.317167523374 +5,5,4,10.5,48.066862844191,775.079399005283 +5,5,4,11,44.64817216045,672.385920627167 +5,5,4,11.5,41.8619828916253,609.763614834466 +5,5,4,12,39.2548577504674,569.713612110121 +5,5,4,13,34.5960903817916,458.315284537402 +5,5,4,15,27.4987990321412,317.579774259876 +5,5,4,18,20.5967770860201,197.279248191293 +5,5,4,21,15.5402666228355,129.203890323157 +5,5,4,24,12.0267590848018,80.0758779068884 +5,10,0,6,71.2767949765039,399.108972021834 +5,10,0,8,52.3326157567274,276.069699596267 +5,10,0,9,45.5824079732138,248.493749808162 +5,10,0,10,40.0189528101071,222.110504120702 +5,10,0,10.5,37.7562665911712,197.818681832 +5,10,0,11,35.4797333391106,176.469421464404 +5,10,0,11.5,33.6275787872842,176.93778561224 +5,10,0,12,31.8442400797178,166.274844127807 +5,10,0,13,28.3645420981808,145.715149920592 +5,10,0,15,22.7655559217487,106.987283455103 +5,10,0,18,17.1026701765871,75.3783122995953 +5,10,0,21,13.3720073087511,58.3383955814176 +5,10,0,24,10.4250055687077,39.0237883622384 +5,10,0.5,6,72.3321620933432,624.221114117807 +5,10,0.5,8,52.904421813792,414.082873389395 +5,10,0.5,9,46.0118176820473,354.796501438169 +5,10,0.5,10,40.4673237951129,300.430697516692 +5,10,0.5,10.5,38.0179443190626,281.635991019204 +5,10,0.5,11,35.6059574141487,248.844471668325 +5,10,0.5,11.5,33.6294854587606,226.351320503706 +5,10,0.5,12,31.5736661098722,229.081042274513 +5,10,0.5,13,28.2645605807707,192.452557726629 +5,10,0.5,15,22.9234514470918,149.732995955896 +5,10,0.5,18,17.3282534103829,99.7121293408457 +5,10,0.5,21,13.2540944213594,75.4425770124474 +5,10,0.5,24,10.2546300177348,46.9286930646604 +5,10,1,6,73.88679922723,877.52968905873 +5,10,1,8,53.4935293184557,573.044166453326 +5,10,1,9,46.5534699808168,468.674847808406 +5,10,1,10,40.9417554906671,373.624208749715 +5,10,1,10.5,38.0834099566462,350.43673151701 +5,10,1,11,36.2625124039699,330.520650377391 +5,10,1,11.5,33.8286511054424,299.812730397174 +5,10,1,12,32.1822847885521,256.601364761637 +5,10,1,13,28.6530428326161,236.731609980193 +5,10,1,15,23.1636871808876,186.923587817345 +5,10,1,18,17.1559810320453,126.09522513773 +5,10,1,21,13.3608057331953,84.5123429703323 +5,10,1,24,10.073444557993,70.6560371349746 +5,10,1.5,6,76.0920100168292,1136.61658101432 +5,10,1.5,8,54.7631947711985,695.830675906641 +5,10,1.5,9,47.3904336149873,566.770593943643 +5,10,1.5,10,41.4274316844477,487.112839737499 +5,10,1.5,10.5,38.8969824107492,425.599863950612 +5,10,1.5,11,36.7245321407026,401.533597107832 +5,10,1.5,11.5,34.5407462167361,372.419459761267 +5,10,1.5,12,32.7376274259324,336.16228264453 +5,10,1.5,13,28.7764115521715,293.183946536995 +5,10,1.5,15,23.4200112881103,219.417330394607 +5,10,1.5,18,17.5728722595138,156.802830147528 +5,10,1.5,21,13.2421509921822,92.4516152007156 +5,10,1.5,24,10.4090742386554,68.778537719563 +5,10,2,6,79.3793087270283,1432.99307227194 +5,10,2,8,56.0877103367975,844.869105685623 +5,10,2,9,48.5605014482275,688.480398129894 +5,10,2,10,42.3494954736224,559.85296997758 +5,10,2,10.5,39.4985311909548,503.41720545486 +5,10,2,11,37.5029141063939,476.079251331807 +5,10,2,11.5,35.0612920777051,425.668533089023 +5,10,2,12,33.0091315248286,404.343951478075 +5,10,2,13,29.3756735910114,338.544387365475 +5,10,2,15,23.8168070942597,249.225422126799 +5,10,2,18,17.6315372558517,194.715382103689 +5,10,2,21,13.6111389455369,123.515686488166 +5,10,2,24,10.2079191787132,85.2729937406195 +5,10,3,6,89.1215445206906,2145.41488322644 +5,10,3,8,60.4527207962987,1191.03371188691 +5,10,3,9,51.3654308351383,948.280022662684 +5,10,3,10,44.5135898479171,762.850048592103 +5,10,3,10.5,41.2503709888019,709.459450465052 +5,10,3,11,38.7898757361724,642.711787196732 +5,10,3,11.5,36.5525282808491,576.182347932532 +5,10,3,12,34.1720510424417,517.637296627885 +5,10,3,13,30.2771213925342,447.330664281046 +5,10,3,15,24.2841467776233,314.424179369873 +5,10,3,18,18.1614382315152,205.723891959512 +5,10,3,21,13.9805526949138,139.518799065162 +5,10,3,24,10.7386193737677,109.417300386029 +5,10,4,6,107.70972815435,3273.12717308816 +5,10,4,8,66.6135693341516,1612.38488156181 +5,10,4,9,55.7765000724129,1244.20483552183 +5,10,4,10,47.7365365781493,979.245046619109 +5,10,4,10.5,44.3041637775131,890.990146632136 +5,10,4,11,41.1956242448532,814.450050015746 +5,10,4,11.5,38.473937759884,729.211893803042 +5,10,4,12,36.1379277731995,667.762251725524 +5,10,4,13,31.7501874508517,561.282599136263 +5,10,4,15,25.3289350823428,404.363035064355 +5,10,4,18,18.4291097258216,254.909579820202 +5,10,4,21,13.7937590825667,166.288352004616 +5,10,4,24,10.6935886219779,107.83270004753 +5,15,0,6,62.6851339717048,737.912955657316 +5,15,0,8,46.0686120406035,518.05130567408 +5,15,0,9,39.9735241076181,448.57114690838 +5,15,0,10,35.0547354039682,394.713084714493 +5,15,0,10.5,33.1461553243509,365.395214014646 +5,15,0,11,31.2695735817937,345.74966054319 +5,15,0,11.5,29.4443226106023,333.690725265597 +5,15,0,12,27.6436323006396,298.932236808225 +5,15,0,13,24.9728200612256,263.448861947081 +5,15,0,15,19.9414053570282,212.005748926982 +5,15,0,18,15.0933730325092,140.568593703348 +5,15,0,21,11.5530595600207,107.212856580161 +5,15,0,24,9.01189587931695,90.4556418938807 +5,15,0.5,6,64.1993755943768,940.160019513289 +5,15,0.5,8,46.5605591273586,641.927535228346 +5,15,0.5,9,40.8292347731527,556.954079353894 +5,15,0.5,10,35.8257481208999,450.822572045391 +5,15,0.5,10.5,33.7473913682155,422.66602492352 +5,15,0.5,11,31.6352730406836,417.449693945221 +5,15,0.5,11.5,29.6809365555529,378.047573284969 +5,15,0.5,12,28.1978299196788,346.255638285616 +5,15,0.5,13,25.0520764746973,305.659291002936 +5,15,0.5,15,20.2160552822763,244.623418910611 +5,15,0.5,18,15.3733388496636,160.029601275287 +5,15,0.5,21,11.6598471464039,129.199514495929 +5,15,0.5,24,9.00134778521884,84.9030051659563 +5,15,1,6,65.8811963013121,1184.54181809659 +5,15,1,8,48.0009169543233,776.011199402393 +5,15,1,9,41.5301026943939,653.321532893479 +5,15,1,10,36.4921675246516,538.445077993748 +5,15,1,10.5,34.0500094824755,487.437303391935 +5,15,1,11,31.9559110356,456.468708017384 +5,15,1,11.5,30.2666350049511,434.193990573829 +5,15,1,12,28.5369228770484,409.06821253866 +5,15,1,13,25.4320978850877,349.366717970444 +5,15,1,15,20.499643506467,275.677116267996 +5,15,1,18,15.4966121181684,179.679071895113 +5,15,1,21,11.8324641653605,135.21218241868 +5,15,1,24,9.07354465583986,77.2334808224682 +5,15,1.5,6,69.0183293195424,1411.01412942206 +5,15,1.5,8,49.2889643514569,892.069231529696 +5,15,1.5,9,42.7775833932409,744.010282846622 +5,15,1.5,10,37.3112104653283,605.396342228649 +5,15,1.5,10.5,35.066180939707,569.108422939121 +5,15,1.5,11,32.7479574012526,535.151177408191 +5,15,1.5,11.5,30.9586983508539,502.145072737769 +5,15,1.5,12,29.0813075165873,452.964766658713 +5,15,1.5,13,25.9665833254124,397.212827906246 +5,15,1.5,15,20.9083669948266,312.472089916184 +5,15,1.5,18,15.4189043861427,207.832409483741 +5,15,1.5,21,11.8127016431529,138.396464704356 +5,15,1.5,24,9.14716287048344,107.29995156246 +5,15,2,6,72.5635966233529,1673.3872925035 +5,15,2,8,51.0519942750063,1030.06161216849 +5,15,2,9,43.645700252558,851.993888827653 +5,15,2,10,38.0092641396645,726.806936517525 +5,15,2,10.5,36.0108539506722,651.325604624545 +5,15,2,11,33.4345183909495,597.671795278714 +5,15,2,11.5,31.6200677973501,550.659576268292 +5,15,2,12,29.8789715673946,508.67673676458 +5,15,2,13,26.5979701097149,435.601485927887 +5,15,2,15,21.3701552758003,322.421459250186 +5,15,2,18,15.7112951357263,246.376926611912 +5,15,2,21,12.0227516155365,148.099248581131 +5,15,2,24,9.20631040696848,131.159015255912 +5,15,3,6,82.5991849783704,2339.31718555443 +5,15,3,8,55.4657942698687,1362.84939872961 +5,15,3,9,47.2905679282841,1103.17691110909 +5,15,3,10,40.6744056223876,896.763911421512 +5,15,3,10.5,37.9594559157441,814.192785466197 +5,15,3,11,35.667907452711,741.784686408225 +5,15,3,11.5,33.4358976875713,688.077622026563 +5,15,3,12,31.2218504714871,629.749754584919 +5,15,3,13,27.9337129760246,543.292992784504 +5,15,3,15,22.1430057974296,396.60466280993 +5,15,3,18,16.4199618544753,270.390495355911 +5,15,3,21,12.5298947875931,168.849239880642 +5,15,3,24,9.6495624684835,159.186130347134 +5,15,4,6,101.67871818792,3468.89263039091 +5,15,4,8,62.3072044523636,1761.45919156544 +5,15,4,9,51.8238611368392,1360.04864367085 +5,15,4,10,43.8105069017461,1093.53487787241 +5,15,4,10.5,40.9449401857667,998.939718401362 +5,15,4,11,37.8483785822562,898.72980203226 +5,15,4,11.5,35.6286852724232,827.044039630907 +5,15,4,12,33.1476173956335,762.324203459297 +5,15,4,13,29.4680245201835,639.802241557347 +5,15,4,15,23.1966179354108,480.654907595104 +5,15,4,18,16.7930155401969,297.062119241479 +5,15,4,21,12.8165612464804,210.035990726929 +5,15,4,24,9.74408866092744,137.731062534139 +10,-15,0,6,121.290123427389,-2556.5400260898 +10,-15,0,8,88.4006937864445,-1811.4513570128 +10,-15,0,9,76.8618023043764,-1543.58394409005 +10,-15,0,10,67.5861418424203,-1345.60050930279 +10,-15,0,10.5,63.378968426839,-1255.57318852054 +10,-15,0,11,59.6230435803751,-1172.22220438609 +10,-15,0,11.5,56.347140405473,-1103.15178155216 +10,-15,0,12,53.0520610893757,-1041.12055618469 +10,-15,0,13,47.785169101146,-916.321604266771 +10,-15,0,15,38.4417351859768,-713.138446007587 +10,-15,0,18,28.7104165388986,-533.435888134063 +10,-15,0,21,21.8933491262587,-370.212369896149 +10,-15,0,24,16.823080559511,-292.726966475674 +10,-15,0.5,6,117.998492677721,-2141.04996380564 +10,-15,0.5,8,86.0915549889443,-1570.68194360827 +10,-15,0.5,9,75.197450994274,-1387.60030866476 +10,-15,0.5,10,66.1550544908221,-1207.63035629891 +10,-15,0.5,10.5,62.0151810084151,-1135.31939216461 +10,-15,0.5,11,58.3889457958166,-1048.44869742113 +10,-15,0.5,11.5,55.1936847756473,-999.854539892227 +10,-15,0.5,12,51.9391984648741,-933.904207636244 +10,-15,0.5,13,46.5280944721981,-829.696753602848 +10,-15,0.5,15,37.9697092783198,-650.574363395097 +10,-15,0.5,18,28.0298079912836,-469.099419835393 +10,-15,0.5,21,21.6144053608241,-350.201566197833 +10,-15,0.5,24,16.68597429588,-273.860332214287 +10,-15,1,6,115.052050976218,-1785.37167057594 +10,-15,1,8,84.554344510877,-1351.93918253512 +10,-15,1,9,73.7144961513282,-1208.72643544928 +10,-15,1,10,64.8721993604751,-1065.65115453853 +10,-15,1,10.5,60.7995348376862,-990.475977346091 +10,-15,1,11,57.3660690295627,-937.238573529802 +10,-15,1,11.5,54.265307121113,-887.979923382473 +10,-15,1,12,51.0407384946314,-839.168016236443 +10,-15,1,13,45.742062479172,-750.260751603334 +10,-15,1,15,37.1650788983674,-600.129782247166 +10,-15,1,18,27.8866180123965,-446.55126232996 +10,-15,1,21,21.0381860982988,-341.742661663902 +10,-15,1,24,16.3762843523239,-247.837402255058 +10,-15,1.5,6,113.299304579688,-1399.56515206704 +10,-15,1.5,8,83.1272003180372,-1146.21190073245 +10,-15,1.5,9,72.6372748779258,-1037.42264239472 +10,-15,1.5,10,63.9665170261803,-931.924128787464 +10,-15,1.5,10.5,59.9502382188952,-873.560970368728 +10,-15,1.5,11,56.3643984400398,-832.541929783376 +10,-15,1.5,11.5,53.3139616870348,-794.708434764542 +10,-15,1.5,12,50.2766973942719,-732.630195902153 +10,-15,1.5,13,45.0958330383154,-667.397048793919 +10,-15,1.5,15,36.6651830398713,-549.095141510975 +10,-15,1.5,18,27.3948688817213,-402.309064242323 +10,-15,1.5,21,21.0193813108708,-315.200734572008 +10,-15,1.5,24,16.6154134508864,-246.865313837366 +10,-15,2,6,112.534162836691,-1008.03803009589 +10,-15,2,8,82.3963047571173,-920.266905172766 +10,-15,2,9,71.6342683836824,-854.199945235014 +10,-15,2,10,62.7511896681053,-788.647888350367 +10,-15,2,10.5,59.3310752996356,-748.562638469073 +10,-15,2,11,55.7577659258376,-710.744596680223 +10,-15,2,11.5,52.6859996534972,-681.234772957414 +10,-15,2,12,49.7492891667493,-657.014388378897 +10,-15,2,13,44.4800708964222,-599.205108711432 +10,-15,2,15,36.0026971328355,-503.700860480766 +10,-15,2,18,27.141653507238,-370.141153548657 +10,-15,2,21,20.7586606322242,-285.922776303181 +10,-15,2,24,16.1716349531558,-223.34123688002 +10,-15,3,6,115.730786776898,-184.5804931839 +10,-15,3,8,82.0659006396812,-495.122594117493 +10,-15,3,9,71.0118992012415,-499.215595467573 +10,-15,3,10,62.0665327282528,-512.64065981363 +10,-15,3,10.5,58.3454590505384,-485.995193711444 +10,-15,3,11,54.8976870609383,-493.623746219357 +10,-15,3,11.5,51.6317671523621,-465.432119544481 +10,-15,3,12,48.7175522086521,-470.284092174048 +10,-15,3,13,43.6961063998916,-438.875227309126 +10,-15,3,15,35.4887306348962,-379.710356680267 +10,-15,3,18,26.7452002527119,-310.634552036799 +10,-15,3,21,20.5072582289135,-251.904820077244 +10,-15,3,24,15.8766644289395,-187.055837892481 +10,-15,4,6,125.836140769622,949.500856965939 +10,-15,4,8,83.7601624037783,4.82669437565753 +10,-15,4,9,71.8104468872251,-145.896816917073 +10,-15,4,10,62.3824181531091,-237.050941249965 +10,-15,4,10.5,58.2839948808857,-251.885459778235 +10,-15,4,11,54.7703208759358,-264.253790781551 +10,-15,4,11.5,51.3841059088586,-272.109642517284 +10,-15,4,12,48.5465771586424,-279.162581610065 +10,-15,4,13,43.412858490029,-290.406178152296 +10,-15,4,15,35.1223620311602,-274.291385021075 +10,-15,4,18,26.0768905370719,-241.842901533293 +10,-15,4,21,19.9909277141633,-211.722624097739 +10,-15,4,24,15.719481247462,-171.141942265793 +10,-10,0,6,107.234905763928,-1927.26426966375 +10,-10,0,8,78.4084451737212,-1369.22534228068 +10,-10,0,9,68.1344001169117,-1180.90975347595 +10,-10,0,10,59.8934053145787,-1020.03052195245 +10,-10,0,10.5,56.1266983898351,-946.030298180739 +10,-10,0,11,52.8611580602616,-883.537169173994 +10,-10,0,11.5,49.9449842756681,-828.84717852297 +10,-10,0,12,47.0730438776222,-783.30037560159 +10,-10,0,13,41.9845086041372,-681.147641652871 +10,-10,0,15,34.2108926734554,-542.884932212331 +10,-10,0,18,25.3946359649453,-400.123922138244 +10,-10,0,21,19.479278169748,-286.34679271535 +10,-10,0,24,14.6659198585571,-209.601781151524 +10,-10,0.5,6,104.371918860447,-1578.01780569183 +10,-10,0.5,8,76.6251123683082,-1176.64678938479 +10,-10,0.5,9,66.970635942522,-1028.8171921085 +10,-10,0.5,10,58.7735536654711,-891.759480910953 +10,-10,0.5,10.5,55.3095169677965,-846.413792087092 +10,-10,0.5,11,52.1347615445505,-779.046722760595 +10,-10,0.5,11.5,49.012678466769,-748.966965839065 +10,-10,0.5,12,46.0589486991401,-685.398739805417 +10,-10,0.5,13,41.3632407965262,-626.187915562856 +10,-10,0.5,15,33.5588505693561,-495.558666971008 +10,-10,0.5,18,24.8995220241263,-352.44047238774 +10,-10,0.5,21,19.2142158955715,-272.420910815222 +10,-10,0.5,24,15.0928097103897,-200.305989706419 +10,-10,1,6,102.869942069244,-1251.67185286644 +10,-10,1,8,75.4830736420146,-972.735884494522 +10,-10,1,9,65.7282689390848,-867.502395948056 +10,-10,1,10,57.6579486733131,-761.040054895874 +10,-10,1,10.5,54.128446265258,-705.364532379091 +10,-10,1,11,51.2873217565245,-691.758383555379 +10,-10,1,11.5,48.3662945939274,-647.703808947874 +10,-10,1,12,45.6296009956436,-603.383780897516 +10,-10,1,13,40.8242472625883,-544.531906495661 +10,-10,1,15,33.1389059836928,-437.171420059175 +10,-10,1,18,24.7845261939476,-337.145941468733 +10,-10,1,21,19.0104892701779,-250.475994862002 +10,-10,1,24,14.7711025777246,-192.198772619362 +10,-10,1.5,6,101.907778591192,-907.279547677574 +10,-10,1.5,8,74.5195460812222,-784.84002076791 +10,-10,1.5,9,64.9386003311402,-726.182386362663 +10,-10,1.5,10,57.1137116209243,-644.320772226426 +10,-10,1.5,10.5,53.7697913270278,-629.771370042302 +10,-10,1.5,11,50.4259329343027,-588.392026089304 +10,-10,1.5,11.5,47.6078354410476,-553.209775176871 +10,-10,1.5,12,44.8932372748253,-529.634500235741 +10,-10,1.5,13,40.439173928224,-482.116296028295 +10,-10,1.5,15,32.569250863072,-398.636645362634 +10,-10,1.5,18,24.5726978524785,-283.327342040622 +10,-10,1.5,21,18.6556597868273,-230.054778481992 +10,-10,1.5,24,14.7155732840848,-173.893462812475 +10,-10,2,6,101.968130949773,-558.380587818788 +10,-10,2,8,74.3765469423623,-575.709057565967 +10,-10,2,9,64.5683362473887,-566.576155173375 +10,-10,2,10,56.623791324027,-521.908926068157 +10,-10,2,10.5,53.2738280719724,-486.955011130504 +10,-10,2,11,50.1655210346133,-486.329715008165 +10,-10,2,11.5,47.2984315983081,-451.273902348588 +10,-10,2,12,44.6825803748164,-448.855940523569 +10,-10,2,13,40.1542047211488,-403.511432095708 +10,-10,2,15,32.4589424206005,-346.951972940902 +10,-10,2,18,24.1144637777778,-268.411777106538 +10,-10,2,21,18.5636961504926,-215.575584868615 +10,-10,2,24,14.3825629370597,-160.032719206231 +10,-10,3,6,105.716252865375,219.690314990488 +10,-10,3,8,74.5438803864979,-188.356529801217 +10,-10,3,9,64.4724539469399,-243.313067064728 +10,-10,3,10,56.3219270121639,-266.384385654916 +10,-10,3,10.5,52.9870990321597,-278.314877653118 +10,-10,3,11,49.8021444310925,-291.599528315789 +10,-10,3,11.5,46.7921485275532,-272.9475652662 +10,-10,3,12,44.4319204057519,-296.688206082869 +10,-10,3,13,39.3713027425751,-261.368482126758 +10,-10,3,15,32.0865861801686,-244.611315490707 +10,-10,3,18,23.9868302466917,-208.880236643123 +10,-10,3,21,18.3629127755403,-157.962642763318 +10,-10,3,24,14.4882406613788,-123.719067497241 +10,-10,4,6,116.963062987127,1299.33762051322 +10,-10,4,8,76.9450067221615,270.506740793792 +10,-10,4,9,65.8869129467866,83.0159853853443 +10,-10,4,10,56.9792581274727,-6.61490295726162 +10,-10,4,10.5,53.4068319852203,-47.4714909386351 +10,-10,4,11,50.2455562666155,-68.8681941258747 +10,-10,4,11.5,47.071171302426,-99.785534450551 +10,-10,4,12,44.2918769811793,-108.408853761567 +10,-10,4,13,39.5243290873254,-125.034965327876 +10,-10,4,15,31.8849228768492,-151.278455435469 +10,-10,4,18,23.7358801542753,-136.479071080437 +10,-10,4,21,18.0381922000553,-136.667868312902 +10,-10,4,24,14.2182098358947,-107.664012604945 +10,-5,0,6,94.21947521649,-1365.94249355889 +10,-5,0,8,68.8180405154549,-973.995566267557 +10,-5,0,9,60.056339643448,-839.27671455573 +10,-5,0,10,52.5680318848401,-725.950527036899 +10,-5,0,10.5,49.3748618300917,-675.16516647958 +10,-5,0,11,46.5022345918179,-628.315688004155 +10,-5,0,11.5,43.9830079895867,-582.829901224499 +10,-5,0,12,41.2976328169086,-555.302138720974 +10,-5,0,13,37.0800473774093,-498.511486881818 +10,-5,0,15,29.9692520588174,-379.989252530986 +10,-5,0,18,22.2359590855366,-273.876138467075 +10,-5,0,21,17.2387962738275,-207.981814535275 +10,-5,0,24,13.4775817358483,-159.700671278901 +10,-5,0.5,6,92.2848295687339,-1055.38662364569 +10,-5,0.5,8,67.8534608695964,-795.895920104748 +10,-5,0.5,9,58.9789129608999,-688.400380068391 +10,-5,0.5,10,51.9470781348568,-612.620024852425 +10,-5,0.5,10.5,48.8103890423821,-578.674499776356 +10,-5,0.5,11,46.1106043610601,-536.166763802846 +10,-5,0.5,11.5,43.1936270160023,-511.80054314531 +10,-5,0.5,12,40.9221753507267,-474.591136576898 +10,-5,0.5,13,36.3846946524331,-414.206680507002 +10,-5,0.5,15,29.7467449526386,-333.0373122717 +10,-5,0.5,18,22.0279061823218,-246.431760835377 +10,-5,0.5,21,17.0678230648913,-183.108215419273 +10,-5,0.5,24,13.3459144480096,-149.947116286483 +10,-5,1,6,91.361711384663,-751.604612168789 +10,-5,1,8,67.0444045507816,-611.073555338466 +10,-5,1,9,58.0374274637555,-567.574125900438 +10,-5,1,10,51.0614287718619,-498.159044320556 +10,-5,1,10.5,48.1474337299533,-466.948259131814 +10,-5,1,11,45.329728049725,-448.95424376223 +10,-5,1,11.5,42.4645545197211,-426.000680656145 +10,-5,1,12,40.4225079994323,-402.689228301223 +10,-5,1,13,36.1212835470474,-349.923938296086 +10,-5,1,15,29.2194538387055,-294.855634319763 +10,-5,1,18,21.858209835256,-225.398643473445 +10,-5,1,21,16.7192021634682,-177.079480312525 +10,-5,1,24,13.0552842641009,-120.730389792225 +10,-5,1.5,6,91.1145700028863,-453.256048890929 +10,-5,1.5,8,66.3742843177376,-453.54333769507 +10,-5,1.5,9,57.5535521809484,-425.815522969023 +10,-5,1.5,10,50.9629476998699,-396.144341950007 +10,-5,1.5,10.5,47.7879425871123,-381.278673266214 +10,-5,1.5,11,45.0638398845228,-361.506992612783 +10,-5,1.5,11.5,42.4676019767332,-337.0436503996 +10,-5,1.5,12,40.2460403543004,-342.70120749773 +10,-5,1.5,13,35.5963281760393,-295.801446820394 +10,-5,1.5,15,29.038402749048,-240.835794070746 +10,-5,1.5,18,21.7073358604077,-193.090249208048 +10,-5,1.5,21,16.6864263002786,-137.69776825839 +10,-5,1.5,24,13.1169558461478,-118.423254271299 +10,-5,2,6,91.9420150715822,-150.596719175581 +10,-5,2,8,66.4657078420898,-275.462026597661 +10,-5,2,9,57.4588917169883,-285.650000142269 +10,-5,2,10,50.6896861116423,-271.163642472086 +10,-5,2,10.5,47.5938891820087,-281.405214584773 +10,-5,2,11,44.8502905681583,-266.769699499578 +10,-5,2,11.5,42.1445220426588,-254.257975481188 +10,-5,2,12,39.9589865039689,-264.814581576223 +10,-5,2,13,35.8587777474466,-240.874688407466 +10,-5,2,15,28.8926199326833,-205.639535748065 +10,-5,2,18,21.496531479608,-146.126611957732 +10,-5,2,21,16.5118632025069,-137.987091745858 +10,-5,2,24,12.8302323926961,-108.849541786038 +10,-5,3,6,96.4632284704591,574.329765292945 +10,-5,3,8,67.448037464013,95.9299853764436 +10,-5,3,9,58.3647270636196,-0.675006649227337 +10,-5,3,10,50.8133230475171,-46.0409476181204 +10,-5,3,10.5,47.7237703997144,-64.9020477944144 +10,-5,3,11,45.0058535431871,-91.4052437773324 +10,-5,3,11.5,42.3988633194738,-97.6255339263417 +10,-5,3,12,39.8889423135138,-108.765244080847 +10,-5,3,13,35.7040741936851,-125.851243412731 +10,-5,3,15,28.6610553331443,-116.085613686484 +10,-5,3,18,21.652457501963,-115.991161588553 +10,-5,3,21,16.3636025847507,-92.0625451667018 +10,-5,3,24,12.9414017128712,-62.0854535892102 +10,-5,4,6,108.831471636797,1590.69683286229 +10,-5,4,8,70.5845996023659,503.680481457194 +10,-5,4,9,60.12630173798,305.974201722653 +10,-5,4,10,51.9869396777357,178.233701062233 +10,-5,4,10.5,48.5565906236685,146.880075141906 +10,-5,4,11,45.6083793444785,97.7957929283806 +10,-5,4,11.5,42.8935668313196,61.6094983417388 +10,-5,4,12,39.8749204543554,46.9306443133218 +10,-5,4,13,35.8389024928102,8.19222575436531 +10,-5,4,15,28.7045094625569,-39.6028782734647 +10,-5,4,18,21.4661792712789,-67.9313936679331 +10,-5,4,21,16.2969119432077,-62.9557581959351 +10,-5,4,24,12.6658356573215,-52.4738324778509 +10,0,0,6,82.1315134748184,-852.814147421226 +10,0,0,8,59.9788612274757,-598.649034779307 +10,0,0,9,52.3582614830513,-524.918321810559 +10,0,0,10,45.9789433805089,-448.858897847595 +10,0,0,10.5,43.2896549282285,-417.699091520068 +10,0,0,11,40.708701913286,-406.865698790423 +10,0,0,11.5,38.5097696112791,-371.906397413778 +10,0,0,12,36.3228626695915,-345.185783889316 +10,0,0,13,32.5744126147218,-304.673558981643 +10,0,0,15,26.4029182404118,-240.947024450042 +10,0,0,18,19.6952797253927,-180.621765982855 +10,0,0,21,15.2103131315627,-131.642792950496 +10,0,0,24,11.7597292005564,-95.6908006276021 +10,0,0.5,6,81.1254875052489,-591.593210240836 +10,0,0.5,8,59.536714445632,-446.670393542386 +10,0,0.5,9,51.9692289372223,-398.712777395377 +10,0,0.5,10,45.7885111512816,-357.132506808136 +10,0,0.5,10.5,42.8557872326769,-332.689132905866 +10,0,0.5,11,40.3396392081929,-300.674597717862 +10,0,0.5,11.5,38.0767551255535,-298.075955933946 +10,0,0.5,12,35.8441870258216,-276.656259775635 +10,0,0.5,13,32.1815029904362,-234.883008075989 +10,0,0.5,15,26.0721251138571,-186.504427226046 +10,0,0.5,18,19.3072520325325,-150.310690521429 +10,0,0.5,21,14.8641910116609,-103.164530863088 +10,0,0.5,24,11.6392962944124,-89.0327260829012 +10,0,1,6,80.902876041577,-312.575779997164 +10,0,1,8,59.2035850926892,-289.503534532729 +10,0,1,9,51.2817536046126,-286.550168250894 +10,0,1,10,45.1466781035968,-249.66761843796 +10,0,1,10.5,42.45716995922,-244.120161089652 +10,0,1,11,39.8765258153267,-233.420427317501 +10,0,1,11.5,37.7888336171519,-218.629558779224 +10,0,1,12,35.6019389235302,-219.283003257811 +10,0,1,13,32.0044972146965,-192.737277617298 +10,0,1,15,25.7997331959409,-154.553532562817 +10,0,1,18,19.23493907324,-122.478351655812 +10,0,1,21,14.7533645420638,-93.1998450381159 +10,0,1,24,11.494730946841,-71.942353674648 +10,0,1.5,6,81.4159279936461,-47.1179179941861 +10,0,1.5,8,59.1428364187528,-147.272269375345 +10,0,1.5,9,51.5035382172176,-168.503772372105 +10,0,1.5,10,45.0405191714053,-168.015681902142 +10,0,1.5,10.5,42.3978233248709,-158.12178822577 +10,0,1.5,11,39.7907411939366,-148.992854171832 +10,0,1.5,11.5,37.6149683636293,-148.193574429065 +10,0,1.5,12,35.8253488536957,-148.824331270343 +10,0,1.5,13,31.596114655283,-143.140590185265 +10,0,1.5,15,25.7773930069246,-121.650436510881 +10,0,1.5,18,19.1158969087704,-103.63654897996 +10,0,1.5,21,14.6563362581753,-89.6755068366409 +10,0,1.5,24,11.4929530053267,-59.9933836571062 +10,0,2,6,82.2877980074833,225.586864573511 +10,0,2,8,59.3088824133931,-4.65476583373667 +10,0,2,9,51.4190105347664,-36.0456765197859 +10,0,2,10,45.3802619551091,-59.9559734205398 +10,0,2,10.5,42.3874625847296,-71.3821679389449 +10,0,2,11,40.3063121601983,-72.8268824339517 +10,0,2,11.5,37.5175877256825,-66.0703688649364 +10,0,2,12,35.4793117331162,-93.7590093873603 +10,0,2,13,31.5857735487282,-93.9035428431093 +10,0,2,15,25.8620610958456,-83.8796353041081 +10,0,2,18,18.9365296879892,-66.915608627008 +10,0,2,21,14.5719717155089,-62.3627516187417 +10,0,2,24,11.3978950217207,-60.2756086288875 +10,0,3,6,87.6431385940165,889.785539107003 +10,0,3,8,61.0056395016319,345.884504449238 +10,0,3,9,52.6599858654059,226.740009068868 +10,0,3,10,45.9524514915674,121.500894207376 +10,0,3,10.5,42.9423915044911,115.171004087987 +10,0,3,11,40.1945988974114,94.5655322571184 +10,0,3,11.5,37.9539416336524,70.0771924929873 +10,0,3,12,35.8040702781959,48.7904167454749 +10,0,3,13,31.5915479671049,21.031454852596 +10,0,3,15,25.7021687565531,-5.49948684222697 +10,0,3,18,18.9534021797914,-26.2520113454844 +10,0,3,21,14.7771841049358,-25.0288895051061 +10,0,3,24,11.4475670800174,-31.1878377758923 +10,0,4,6,100.834392101809,1883.61437811088 +10,0,4,8,64.8804959913186,738.297620162758 +10,0,4,9,54.8043814347598,497.718596993333 +10,0,4,10,47.1634396779258,349.257097547654 +10,0,4,10.5,44.300765319075,294.457428055133 +10,0,4,11,41.49719642382,272.648328089343 +10,0,4,11.5,38.78473995303,230.167448703564 +10,0,4,12,36.2714241313307,189.869900641458 +10,0,4,13,32.42549598461,134.461007980248 +10,0,4,15,26.102947624987,77.3271136299625 +10,0,4,18,18.9913697460188,22.9104870931593 +10,0,4,21,14.8590361952789,-4.08681454693395 +10,0,4,24,11.2782386166899,-1.56241560002096 +10,5,0,6,71.2561623159864,-392.148096460718 +10,5,0,8,52.4699055853794,-295.390290165109 +10,5,0,9,45.5495606752178,-239.559110135727 +10,5,0,10,40.2750748879493,-206.818340758206 +10,5,0,10.5,37.8147136430691,-193.484365853091 +10,5,0,11,35.4375291880947,-190.888349911268 +10,5,0,11.5,33.3561320834377,-174.091599215073 +10,5,0,12,31.5918707996754,-154.537277604687 +10,5,0,13,28.38836849801,-143.018460736203 +10,5,0,15,22.8751607727994,-104.390003817891 +10,5,0,18,17.1017990044618,-84.2159529556811 +10,5,0,21,13.1451783752861,-47.7821428877446 +10,5,0,24,10.1752453879927,-56.2616174264118 +10,5,0.5,6,71.3134670178519,-175.727548782888 +10,5,0.5,8,52.2424311293956,-144.840009211374 +10,5,0.5,9,45.1105024212704,-129.541598020303 +10,5,0.5,10,39.9605625152623,-134.096794578302 +10,5,0.5,10.5,37.4372490020556,-113.303379660197 +10,5,0.5,11,35.2992952685485,-111.305071669151 +10,5,0.5,11.5,33.3685202111003,-114.884134075687 +10,5,0.5,12,31.2740623441935,-99.8002534845365 +10,5,0.5,13,27.9221989085279,-94.824293076423 +10,5,0.5,15,22.7814739094524,-67.8751885840276 +10,5,0.5,18,16.9600273539854,-60.5410199471208 +10,5,0.5,21,13.210713045447,-43.4008979565833 +10,5,0.5,24,10.3568399474324,-23.6645868559385 +10,5,1,6,71.3123692606282,83.6005003720435 +10,5,1,8,51.9119179908562,-5.06150283173576 +10,5,1,9,45.2290170975709,-30.1517050610159 +10,5,1,10,39.8132299048852,-45.0224961954614 +10,5,1,10.5,37.2379687195418,-31.8756247192926 +10,5,1,11,35.3348241495368,-49.6802035912622 +10,5,1,11.5,33.3500238408284,-33.5926906070989 +10,5,1,12,31.2554955824782,-40.4826388025339 +10,5,1,13,27.9725607322662,-38.634334536884 +10,5,1,15,22.8108140800904,-34.8523788428221 +10,5,1,18,16.8986031636776,-34.2893940401681 +10,5,1,21,13.1068060721768,-46.3214128877015 +10,5,1,24,10.3092594544698,-36.4422665131549 +10,5,1.5,6,72.2526512186205,295.578694269097 +10,5,1.5,8,52.4630130972854,119.631338562392 +10,5,1.5,9,45.572268435177,68.5216714050751 +10,5,1.5,10,40.00915932091,39.0957214900843 +10,5,1.5,10.5,37.4334080661013,25.4772172811963 +10,5,1.5,11,35.1822022029254,25.0134779534488 +10,5,1.5,11.5,33.2475941099782,20.5872004020697 +10,5,1.5,12,31.6052186607159,0.29069948624315 +10,5,1.5,13,28.0932737064238,-11.1297352720221 +10,5,1.5,15,22.7950569862838,16.7237912020992 +10,5,1.5,18,16.8133108713046,-9.89240273853774 +10,5,1.5,21,12.8933138301689,-17.6549572534843 +10,5,1.5,24,10.1773450801159,-20.6584593845184 +10,5,2,6,73.8653770467178,577.896400808184 +10,5,2,8,52.9282805107018,250.273441207564 +10,5,2,9,45.8410503922108,180.454829103061 +10,5,2,10,40.0711188424067,126.957538320866 +10,5,2,10.5,37.7199992132034,112.206607079157 +10,5,2,11,35.4938816855607,100.36700827712 +10,5,2,11.5,33.3420493746747,83.3121945312374 +10,5,2,12,31.6555123780657,70.5223140909993 +10,5,2,13,28.023864373834,57.0384468427396 +10,5,2,15,22.8011700784862,23.229777142468 +10,5,2,18,16.9788777419318,12.7466820988802 +10,5,2,21,13.0967758089623,-3.04281380150015 +10,5,2,24,10.1683819506282,-5.04120349278069 +10,5,3,6,79.924009586406,1185.55611392436 +10,5,3,8,55.1159986995641,557.113502648216 +10,5,3,9,47.5012144006687,420.992684799755 +10,5,3,10,41.2752969276774,309.162490894663 +10,5,3,10.5,38.5288154287877,278.435074507672 +10,5,3,11,36.1116666655638,247.945529525354 +10,5,3,11.5,34.3361595555567,209.837539473308 +10,5,3,12,31.8975295652011,186.226175677679 +10,5,3,13,28.4027606012258,146.715344645559 +10,5,3,15,23.2840845474911,92.4351511608455 +10,5,3,18,17.2383718608673,43.1046788723416 +10,5,3,21,13.1318963354419,29.3782775202309 +10,5,3,24,10.0162533037889,30.0690335092317 +10,5,4,6,93.3874317484766,2104.76019313611 +10,5,4,8,59.2368189314322,930.306023278711 +10,5,4,9,49.8301567187228,672.941813829709 +10,5,4,10,42.8631240745888,501.450338833937 +10,5,4,10.5,40.1625875730979,458.275915030196 +10,5,4,11,37.5612481237566,396.771323429586 +10,5,4,11.5,35.3743879109962,360.009254080639 +10,5,4,12,33.1705187061404,311.531928040276 +10,5,4,13,29.2683574113712,253.840504971794 +10,5,4,15,23.626059526114,154.442707214619 +10,5,4,18,17.2305484817335,98.2669281090257 +10,5,4,21,13.0534349966101,50.5201023560516 +10,5,4,24,10.1772946910345,31.2915586176891 +10,10,0,6,61.5953020851953,6.381421585716 +10,10,0,8,45.4649536667633,-1.55284245584076 +10,10,0,9,39.5901160923256,-1.92592226986666 +10,10,0,10,34.6246037606239,4.1142374350989 +10,10,0,10.5,32.6537997382775,-4.85904889457416 +10,10,0,11,30.8727965635817,-0.609441882575551 +10,10,0,11.5,28.895041455861,-4.71586028488286 +10,10,0,12,27.3020441820803,15.9709186290654 +10,10,0,13,24.6087423159467,6.43634199680986 +10,10,0,15,19.8045832684829,3.27894953792633 +10,10,0,18,14.8312121565164,-13.1606943480684 +10,10,0,21,11.5869544414243,-1.87814081116884 +10,10,0,24,8.80076096688216,6.86255031244224 +10,10,0.5,6,62.1826706743055,195.801655818214 +10,10,0.5,8,45.0261740110665,115.807086130242 +10,10,0.5,9,39.6269258654846,82.8820297523203 +10,10,0.5,10,34.6240474599015,75.3798317343872 +10,10,0.5,10.5,32.7040049953743,68.142000391804 +10,10,0.5,11,30.4642039319669,63.716488707559 +10,10,0.5,11.5,29.0460316404672,61.9602793375193 +10,10,0.5,12,27.2935527751285,52.6682208263836 +10,10,0.5,13,24.4265508152824,49.4376088264603 +10,10,0.5,15,20.0900904528629,30.8885183886567 +10,10,0.5,18,14.705744215647,5.55489441667644 +10,10,0.5,21,11.4374914646295,10.3844237529117 +10,10,0.5,24,8.89012615856529,8.79155945330954 +10,10,1,6,62.9805432706765,414.847733750556 +10,10,1,8,45.6850975181244,233.911901527677 +10,10,1,9,39.8264513418067,173.516131485551 +10,10,1,10,34.8726185096124,144.322088853809 +10,10,1,10.5,32.909600057741,137.839478768246 +10,10,1,11,30.9581291636079,120.259478538463 +10,10,1,11.5,29.1174347239829,113.538022328974 +10,10,1,12,27.6919126916194,92.1925829492489 +10,10,1,13,24.6520140996718,83.6380834843805 +10,10,1,15,19.9333029341702,57.9530107270814 +10,10,1,18,15.109409220295,31.578135815393 +10,10,1,21,11.5785519598019,16.9054232461288 +10,10,1,24,8.73803409376852,19.8299502903192 +10,10,1.5,6,64.2627994981743,620.303831838897 +10,10,1.5,8,46.2534071817414,363.437819436349 +10,10,1.5,9,40.409174413359,262.77356565346 +10,10,1.5,10,35.2118978836696,223.917877245515 +10,10,1.5,10.5,33.1080871974629,185.27885185232 +10,10,1.5,11,31.260132461719,181.28630517501 +10,10,1.5,11.5,29.1998903559998,176.13817375521 +10,10,1.5,12,27.7293611183366,142.560997721848 +10,10,1.5,13,24.5328909138183,127.313965492571 +10,10,1.5,15,20.1256443034485,94.206482900946 +10,10,1.5,18,15.2545631983785,60.8639970882826 +10,10,1.5,21,11.5229445393008,57.9844243262363 +10,10,1.5,24,9.0074899696227,22.9753685277909 +10,10,2,6,66.3886402731681,869.764252683928 +10,10,2,8,47.2643869893625,478.094992348468 +10,10,2,9,40.9226048837799,368.366207534576 +10,10,2,10,35.5718639997432,298.179570204665 +10,10,2,10.5,33.4883860526638,269.621790139971 +10,10,2,11,31.8142010147182,245.32878818957 +10,10,2,11.5,29.7020031468923,221.861346724538 +10,10,2,12,27.9301649382162,201.65141291839 +10,10,2,13,24.9753634975036,170.438877635343 +10,10,2,15,20.2248230609028,123.575120841207 +10,10,2,18,15.1389523254862,80.8885436087469 +10,10,2,21,11.4171780476702,31.3897022806879 +10,10,2,24,9.0203808847392,22.7119425848006 +10,10,3,6,73.2645098443018,1434.19706403708 +10,10,3,8,49.9042158684446,769.486143229249 +10,10,3,9,42.8265475496157,584.693376665869 +10,10,3,10,37.229432726212,474.066902825744 +10,10,3,10.5,34.7125774102881,431.611817906785 +10,10,3,11,32.4862842078951,380.079052356844 +10,10,3,11.5,30.7576861906711,342.729560864659 +10,10,3,12,28.6459734793634,309.185169742326 +10,10,3,13,25.570791295358,259.913761201059 +10,10,3,15,20.5181629978718,175.753563381401 +10,10,3,18,15.2547953943493,105.588909226844 +10,10,3,21,11.75392632018,88.140093466754 +10,10,3,24,9.02710004902934,76.4086398157016 +10,10,4,6,86.7129587084474,2337.04467975097 +10,10,4,8,54.7442586202622,1081.05641862121 +10,10,4,9,45.7326593507539,825.8628610056 +10,10,4,10,39.1751052094875,647.903180811266 +10,10,4,10.5,36.4357756316718,571.661959232441 +10,10,4,11,34.13388958817,524.285344404452 +10,10,4,11.5,31.8420877951741,474.453825520567 +10,10,4,12,30.0273432666375,433.165117180954 +10,10,4,13,26.6660675083699,350.221100860465 +10,10,4,15,21.301275414836,222.727306888683 +10,10,4,18,15.7541223231393,160.547229273426 +10,10,4,21,11.8686201967125,99.2016863716771 +10,10,4,24,9.037208649751,65.5565875550219 +10,15,0,6,53.4346440311453,352.679163216467 +10,15,0,8,39.251149551468,250.569351884554 +10,15,0,9,34.040312639139,214.122037234391 +10,15,0,10,30.098266967255,188.628616199145 +10,15,0,10.5,28.3650672563723,173.906999592742 +10,15,0,11,26.4966982515909,157.271540692049 +10,15,0,11.5,25.0376838036309,149.976453140464 +10,15,0,12,23.6417949190365,137.575142672157 +10,15,0,13,21.2612093538705,130.451185360679 +10,15,0,15,17.1399189326509,100.762788267068 +10,15,0,18,12.848561900786,65.5773289658027 +10,15,0,21,9.81421748188709,40.8133972041693 +10,15,0,24,7.58504426098496,38.0033630408913 +10,15,0.5,6,54.298063562469,510.889886353854 +10,15,0.5,8,39.4080714008852,331.609260278556 +10,15,0.5,9,34.4172503047818,289.509973864315 +10,15,0.5,10,30.4331411246282,239.412278922392 +10,15,0.5,10.5,28.2467103603822,224.612736507224 +10,15,0.5,11,26.8450210919785,212.947935637102 +10,15,0.5,11.5,25.0924342470821,194.677229295013 +10,15,0.5,12,23.9423453057089,197.008862140325 +10,15,0.5,13,21.2414108428654,161.046314252449 +10,15,0.5,15,17.4575351346009,120.00849435805 +10,15,0.5,18,13.0087560599339,75.9731655111405 +10,15,0.5,21,10.0669115901238,71.4829376999802 +10,15,0.5,24,7.66360749009569,45.5671946637208 +10,15,1,6,55.2933238276716,709.336701980811 +10,15,1,8,40.0936111192587,460.968944928659 +10,15,1,9,35.0032569033096,366.576112706394 +10,15,1,10,30.669995202314,313.199798484065 +10,15,1,10.5,28.7792395206264,287.5884079909 +10,15,1,11,27.144142413638,273.995812875579 +10,15,1,11.5,25.6593783275412,246.87849385945 +10,15,1,12,24.3090897724007,212.917675831601 +10,15,1,13,21.6096978651001,200.068770625849 +10,15,1,15,17.4728936619714,151.946783912562 +10,15,1,18,13.0210973553557,111.539156354925 +10,15,1,21,10.0227990876889,74.4360748753066 +10,15,1,24,7.8620996815571,50.8522205783036 +10,15,1.5,6,56.9582374350569,882.196023597018 +10,15,1.5,8,40.8736815673319,559.822359873394 +10,15,1.5,9,35.7311447955354,441.077547409934 +10,15,1.5,10,31.2771670710115,374.067211794498 +10,15,1.5,10.5,29.4624206192988,348.981802187023 +10,15,1.5,11,27.4482970039297,316.754317622261 +10,15,1.5,11.5,25.8800366234975,296.375463463215 +10,15,1.5,12,24.5425667444732,259.847810683524 +10,15,1.5,13,21.598244058926,232.281780505971 +10,15,1.5,15,17.7801303446393,169.605846880585 +10,15,1.5,18,13.2021501621987,108.976388176104 +10,15,1.5,21,10.0458901709084,82.7280212496668 +10,15,1.5,24,7.89603875702593,53.9864530294726 +10,15,2,6,59.5335618899347,1100.3773169582 +10,15,2,8,42.1015374565283,661.747481913704 +10,15,2,9,36.2995987370666,539.11378301149 +10,15,2,10,31.7853317772699,441.4743379057 +10,15,2,10.5,29.7298513583553,408.8611798688 +10,15,2,11,28.0144807762675,384.244605351333 +10,15,2,11.5,26.371996380823,333.410976373891 +10,15,2,12,24.7092011176656,307.996018397455 +10,15,2,13,22.0978549312931,270.618072648975 +10,15,2,15,18.2511549223601,193.871130198564 +10,15,2,18,13.2381425196293,135.355979965623 +10,15,2,21,10.2596984839562,89.3263055067948 +10,15,2,24,7.90336534582276,70.1490564285815 +10,15,3,6,67.0756459743816,1646.27947907853 +10,15,3,8,45.1872652860401,919.154017118312 +10,15,3,9,38.7403725396233,740.999231612667 +10,15,3,10,33.3621933393924,593.783563414117 +10,15,3,10.5,31.1817767979817,536.754544576158 +10,15,3,11,29.281170371935,499.083136961716 +10,15,3,11.5,27.4824322168017,451.897365605613 +10,15,3,12,25.744014937509,405.630968239451 +10,15,3,13,23.0216570084411,366.438763317857 +10,15,3,15,18.3506860081576,253.819634091201 +10,15,3,18,13.5626525599172,167.245947830947 +10,15,3,21,10.4883461907237,111.704713187032 +10,15,3,24,8.07834865387093,100.126235103257 +10,15,4,6,81.1874083243294,2516.76025010523 +10,15,4,8,50.1186506764153,1241.98747319568 +10,15,4,9,42.1708418097982,976.30239403764 +10,15,4,10,35.9496910025873,757.381750772041 +10,15,4,10.5,33.5449843189786,684.322659740465 +10,15,4,11,30.9590489785573,624.967551927265 +10,15,4,11.5,29.2766899036309,566.782805969402 +10,15,4,12,27.2242638247244,516.757831963795 +10,15,4,13,24.1888960947923,432.110311063615 +10,15,4,15,18.7839975902653,313.862476231357 +10,15,4,18,13.9577127344503,204.690357387096 +10,15,4,21,10.6709361908303,127.057924513602 +10,15,4,24,8.40603294864761,77.8904697326673 +15,-15,0,6,111.873326103027,-2895.56272767829 +15,-15,0,8,81.4483361334393,-2054.22517715458 +15,-15,0,9,70.8921872547271,-1765.64950881389 +15,-15,0,10,62.2984001974276,-1535.82184125934 +15,-15,0,10.5,58.4459559972818,-1424.36574820635 +15,-15,0,11,55.0372478997431,-1333.90548594427 +15,-15,0,11.5,51.8508697561183,-1241.78925096605 +15,-15,0,12,48.9021284350492,-1169.98900096692 +15,-15,0,13,43.680951569766,-1016.54547535545 +15,-15,0,15,35.6881046519712,-813.447878640561 +15,-15,0,18,26.6073235447751,-595.614523652404 +15,-15,0,21,19.9935775933137,-443.203831073934 +15,-15,0,24,15.7893344906819,-323.31876320999 +15,-15,0.5,6,107.518648518342,-2515.48807699458 +15,-15,0.5,8,78.8402043195004,-1834.29763860795 +15,-15,0.5,9,68.9444244258305,-1605.58068021393 +15,-15,0.5,10,60.6197396248339,-1392.03506372518 +15,-15,0.5,10.5,56.9908500830414,-1303.78371496 +15,-15,0.5,11,53.6569958831621,-1215.16894180754 +15,-15,0.5,11.5,50.4072529503553,-1147.08570827124 +15,-15,0.5,12,47.6992565319949,-1080.43947551775 +15,-15,0.5,13,42.9067451470241,-944.576212117291 +15,-15,0.5,15,34.6473808760396,-760.036445949842 +15,-15,0.5,18,25.7382457143121,-558.131086546215 +15,-15,0.5,21,19.7500885885961,-391.432911944507 +15,-15,0.5,24,15.2067244671602,-316.883007095796 +15,-15,1,6,104.523057182859,-2181.85852302467 +15,-15,1,8,76.9912012179311,-1645.39793048274 +15,-15,1,9,66.9936370842713,-1431.96329295385 +15,-15,1,10,59.0201211571559,-1269.49254755728 +15,-15,1,10.5,55.6711414176541,-1171.84081775592 +15,-15,1,11,52.1037129085953,-1105.14343840336 +15,-15,1,11.5,49.3941421060954,-1059.40745030015 +15,-15,1,12,46.7423814014474,-990.784428615234 +15,-15,1,13,41.7647505282892,-883.997008241514 +15,-15,1,15,33.9262985248241,-717.558219776099 +15,-15,1,18,25.4035446987993,-518.534480931724 +15,-15,1,21,19.4705422767533,-402.158417158741 +15,-15,1,24,14.995733840273,-292.228533123848 +15,-15,1.5,6,101.956269610175,-1853.17171396633 +15,-15,1.5,8,74.9560948557629,-1455.26543238888 +15,-15,1.5,9,65.3839265837599,-1279.70777449444 +15,-15,1.5,10,57.8216923384263,-1132.58563805623 +15,-15,1.5,10.5,54.4059914967959,-1083.24622687754 +15,-15,1.5,11,51.1784439946766,-1004.56130946335 +15,-15,1.5,11.5,48.2479879539795,-964.51789859541 +15,-15,1.5,12,45.726317887317,-918.441039907817 +15,-15,1.5,13,41.0553368630664,-813.525806584333 +15,-15,1.5,15,33.2349813369554,-661.357466073337 +15,-15,1.5,18,24.9946348451011,-485.192490211188 +15,-15,1.5,21,19.1432926888441,-370.541715280113 +15,-15,1.5,24,14.9804870203144,-286.117784031129 +15,-15,2,6,100.459636150655,-1512.70350853512 +15,-15,2,8,73.7888091796296,-1251.46366078024 +15,-15,2,9,64.2826663683148,-1138.42913001543 +15,-15,2,10,56.5808494345978,-999.825681530864 +15,-15,2,10.5,53.256596827998,-959.804107894453 +15,-15,2,11,50.3578487501007,-916.798788600839 +15,-15,2,11.5,47.4702604337284,-864.646528260127 +15,-15,2,12,44.9981015034987,-818.362630215624 +15,-15,2,13,40.1904567470039,-742.969657341913 +15,-15,2,15,32.7314136286296,-612.334604914885 +15,-15,2,18,24.5311662966577,-462.282284702995 +15,-15,2,21,18.7682165924909,-353.634887512402 +15,-15,2,24,14.5923314476131,-264.932968808472 +15,-15,3,6,100.390750999195,-799.928695773711 +15,-15,3,8,72.2347511816711,-867.219422497455 +15,-15,3,9,62.8906206060839,-826.004160523885 +15,-15,3,10,55.2030420416497,-776.895155456483 +15,-15,3,10.5,51.6874992478835,-735.089608765916 +15,-15,3,11,48.5114779970551,-703.092048292061 +15,-15,3,11.5,45.9400267610371,-669.392038314393 +15,-15,3,12,43.5424821882169,-645.708585764342 +15,-15,3,13,39.0212214676186,-601.002369104535 +15,-15,3,15,31.7114231439503,-515.404901629341 +15,-15,3,18,23.8323569642363,-381.52416670572 +15,-15,3,21,18.462990925545,-306.346790133202 +15,-15,3,24,14.5388742421712,-235.483811014891 +15,-15,4,6,106.718564558511,125.079859393832 +15,-15,4,8,72.392998872128,-447.687027515898 +15,-15,4,9,62.4621695123798,-518.792114353607 +15,-15,4,10,54.3194544681459,-532.835370659163 +15,-15,4,10.5,50.9755497177233,-524.915514557456 +15,-15,4,11,48.0158733675315,-519.863647558678 +15,-15,4,11.5,45.3300302645521,-504.918976225428 +15,-15,4,12,42.6103901635799,-497.423196797505 +15,-15,4,13,38.2764698156156,-477.513756128769 +15,-15,4,15,31.3393863331082,-411.061338194066 +15,-15,4,18,23.2772162231571,-345.775535830788 +15,-15,4,21,17.8224309967601,-271.033933967121 +15,-15,4,24,13.828998838188,-211.338081309132 +15,-10,0,6,98.083867662041,-2288.71532897713 +15,-10,0,8,71.6945700594355,-1606.87580875621 +15,-10,0,9,62.4254303086988,-1386.80618421268 +15,-10,0,10,54.7477642344228,-1212.47844903138 +15,-10,0,10.5,51.293220704224,-1120.45642455455 +15,-10,0,11,48.0788139730153,-1043.97319366509 +15,-10,0,11.5,45.5251415438286,-979.289404924144 +15,-10,0,12,43.0000558735347,-921.510179193802 +15,-10,0,13,38.1811027967311,-806.42296944769 +15,-10,0,15,31.1333066066898,-635.749833509819 +15,-10,0,18,23.2588871538741,-462.116180958197 +15,-10,0,21,17.3587254247597,-347.405510550314 +15,-10,0,24,13.6538245735861,-260.475000864469 +15,-10,0.5,6,95.1050901536863,-1947.0361525075 +15,-10,0.5,8,69.4695998296724,-1437.62707064852 +15,-10,0.5,9,60.8371731004066,-1254.43917121272 +15,-10,0.5,10,53.3671672164172,-1081.66652568094 +15,-10,0.5,10.5,49.8667456527044,-1010.75719860858 +15,-10,0.5,11,47.1528825948989,-945.067120963949 +15,-10,0.5,11.5,44.4481315614091,-892.796871656107 +15,-10,0.5,12,42.0492703305932,-842.735624392094 +15,-10,0.5,13,37.6733333085098,-743.680427511462 +15,-10,0.5,15,30.3712965838085,-592.106806236855 +15,-10,0.5,18,22.6883777637667,-428.417437989242 +15,-10,0.5,21,17.5262616839062,-328.869472412459 +15,-10,0.5,24,13.4647507733855,-234.220187510797 +15,-10,1,6,92.5121488915482,-1650.38230705036 +15,-10,1,8,67.9434638984881,-1239.40084965179 +15,-10,1,9,59.3390941866756,-1099.40904950037 +15,-10,1,10,52.1415807031287,-963.193267936347 +15,-10,1,10.5,49.0976628200539,-921.609833949731 +15,-10,1,11,46.2149233832135,-857.718596694983 +15,-10,1,11.5,43.7091290871773,-810.477196256119 +15,-10,1,12,41.1226644359458,-762.609011843974 +15,-10,1,13,36.9554874287824,-690.483584646161 +15,-10,1,15,29.9397714206757,-551.002595158321 +15,-10,1,18,22.5136292881685,-412.992774558751 +15,-10,1,21,17.2901481255676,-308.610452931368 +15,-10,1,24,13.3474659227272,-232.020715458394 +15,-10,1.5,6,90.575564600605,-1356.1422160853 +15,-10,1.5,8,66.5296664111158,-1086.48499081676 +15,-10,1.5,9,58.333751751733,-969.466315990336 +15,-10,1.5,10,51.2871578094995,-855.391743422665 +15,-10,1.5,10.5,48.0671463102533,-817.535133844749 +15,-10,1.5,11,45.1887740901594,-773.822437655719 +15,-10,1.5,11.5,42.9794450026719,-735.221480336132 +15,-10,1.5,12,40.3590632514813,-698.880173181947 +15,-10,1.5,13,36.2062353717948,-632.931184546483 +15,-10,1.5,15,29.5232980925537,-508.48413826897 +15,-10,1.5,18,21.8026184310703,-363.08136583594 +15,-10,1.5,21,17.0852961960902,-285.081441444577 +15,-10,1.5,24,13.1866364308205,-218.219241250912 +15,-10,2,6,89.545198270125,-1051.11054332321 +15,-10,2,8,65.8988672739086,-902.275820154068 +15,-10,2,9,57.3272417639633,-832.193915543248 +15,-10,2,10,50.6363603828444,-752.221467525815 +15,-10,2,10.5,47.4172648538567,-708.887783833722 +15,-10,2,11,44.6464775587998,-678.287219438 +15,-10,2,11.5,42.1577792852655,-642.434157473063 +15,-10,2,12,39.9058891639947,-619.851036233001 +15,-10,2,13,35.852733702606,-558.567616938346 +15,-10,2,15,28.9099393635319,-455.969759416838 +15,-10,2,18,21.781876332782,-339.663482234275 +15,-10,2,21,16.6600402383967,-274.994109979984 +15,-10,2,24,13.3064661053755,-196.743860396744 +15,-10,3,6,90.9689461569456,-400.965124629299 +15,-10,3,8,64.9877747287062,-574.246952427564 +15,-10,3,9,56.5018076549391,-556.882352736301 +15,-10,3,10,49.3366928907856,-531.651649725601 +15,-10,3,10.5,46.4153032541045,-511.04060487595 +15,-10,3,11,43.5557742433103,-502.79824965398 +15,-10,3,11.5,41.0385579934201,-486.855772347816 +15,-10,3,12,38.8810464374419,-474.329733443276 +15,-10,3,13,34.9652884226029,-436.072535636891 +15,-10,3,15,28.3191064163758,-370.901801781192 +15,-10,3,18,21.362952956124,-296.958449074775 +15,-10,3,21,16.2240772796485,-230.512827505965 +15,-10,3,24,12.8301254809729,-183.841235833985 +15,-10,4,6,97.8601201303179,467.429635172332 +15,-10,4,8,65.8332253665739,-190.693571367723 +15,-10,4,9,56.5983635417205,-270.851451832971 +15,-10,4,10,49.2985775019631,-323.86013492438 +15,-10,4,10.5,46.0460490541405,-325.388732998382 +15,-10,4,11,43.3150254364747,-330.633723351321 +15,-10,4,11.5,40.687782970844,-321.946075347307 +15,-10,4,12,38.5245552937047,-333.019737915351 +15,-10,4,13,34.3168822451711,-307.818311675165 +15,-10,4,15,27.8964110057646,-293.832128654364 +15,-10,4,18,20.883875324603,-243.702156561313 +15,-10,4,21,16.0823445306447,-199.039214015814 +15,-10,4,24,12.3180930204358,-146.83974857428 +15,-5,0,6,85.4679766351617,-1701.40326478252 +15,-5,0,8,62.2183400312549,-1207.31565067057 +15,-5,0,9,54.2230727089179,-1032.93219473294 +15,-5,0,10,47.6461544309384,-898.434344538524 +15,-5,0,10.5,44.6063161733932,-845.784211083948 +15,-5,0,11,42.0252039736609,-788.920604728469 +15,-5,0,11.5,39.7036065523138,-743.674004178236 +15,-5,0,12,37.3237738765606,-690.261984669462 +15,-5,0,13,33.4948534345041,-603.114024140159 +15,-5,0,15,27.0596478403275,-480.233636377132 +15,-5,0,18,20.3625895203001,-338.323391620339 +15,-5,0,21,15.3560481154571,-267.037836114108 +15,-5,0,24,12.0197951571266,-182.44539120789 +15,-5,0.5,6,82.8005286858705,-1422.88849746146 +15,-5,0.5,8,60.8041618809552,-1057.87481466044 +15,-5,0.5,9,52.8744250044961,-929.440322426345 +15,-5,0.5,10,46.54052589581,-801.81384266721 +15,-5,0.5,10.5,43.5665662947514,-753.286557315998 +15,-5,0.5,11,41.3759331027735,-699.326308532281 +15,-5,0.5,11.5,38.8836099606391,-663.90427703549 +15,-5,0.5,12,36.4889066208141,-634.464808122147 +15,-5,0.5,13,32.4273922370254,-546.90824346276 +15,-5,0.5,15,26.5105483832351,-436.879166837896 +15,-5,0.5,18,19.8614236354323,-327.016004590814 +15,-5,0.5,21,15.4280697553697,-252.263549517263 +15,-5,0.5,24,11.9717097574189,-171.058975712 +15,-5,1,6,81.1055095138474,-1164.65061189523 +15,-5,1,8,59.2762897946245,-889.362786929492 +15,-5,1,9,51.9414658578672,-789.740529815722 +15,-5,1,10,45.752278200798,-699.867965994166 +15,-5,1,10.5,42.6578596977963,-645.480200267707 +15,-5,1,11,40.6220944242841,-625.007218586513 +15,-5,1,11.5,38.0019704007692,-585.495164860317 +15,-5,1,12,35.8634033057097,-553.640537639884 +15,-5,1,13,32.3795940781051,-488.321933145337 +15,-5,1,15,26.02150325721,-401.381040946977 +15,-5,1,18,19.6345530243446,-302.407409509191 +15,-5,1,21,14.8763986559946,-226.052710833281 +15,-5,1,24,11.6579531711325,-171.210921218142 +15,-5,1.5,6,80.0586418194012,-908.333763936239 +15,-5,1.5,8,58.4958018564511,-740.571434229564 +15,-5,1.5,9,50.9256025158715,-661.302045582882 +15,-5,1.5,10,44.6959549402304,-607.402873575703 +15,-5,1.5,10.5,42.0929339562727,-581.229447334976 +15,-5,1.5,11,40.0741474486357,-554.267844428772 +15,-5,1.5,11.5,37.7536233942226,-525.433952706448 +15,-5,1.5,12,35.5960657883827,-501.088548131402 +15,-5,1.5,13,31.550320340309,-442.810998678902 +15,-5,1.5,15,26.2265063394032,-358.958905480903 +15,-5,1.5,18,19.4281144491344,-268.678731285326 +15,-5,1.5,21,14.9303146674815,-218.024475724674 +15,-5,1.5,24,11.6420717310481,-167.079668807981 +15,-5,2,6,79.7485556748437,-639.5483072734 +15,-5,2,8,58.0263781373643,-614.69563785647 +15,-5,2,9,50.5822724920239,-559.668648322617 +15,-5,2,10,44.5834589894415,-510.777023583818 +15,-5,2,10.5,42.0456481754202,-480.521055523229 +15,-5,2,11,39.5176825327586,-463.17142927112 +15,-5,2,11.5,37.2200666788895,-450.226602837853 +15,-5,2,12,35.0723815166794,-433.268476908471 +15,-5,2,13,31.7020449126964,-388.307152252472 +15,-5,2,15,25.5711628082785,-327.828307576937 +15,-5,2,18,19.2781419550819,-247.523227253744 +15,-5,2,21,14.7975307588559,-181.480445759276 +15,-5,2,24,11.5362959493404,-149.700087868954 +15,-5,3,6,81.6377126741884,-40.0554961101963 +15,-5,3,8,57.9383061646645,-301.331058346789 +15,-5,3,9,50.4004323257619,-304.103394729623 +15,-5,3,10,44.2203202613733,-330.503856566469 +15,-5,3,10.5,41.4954075138432,-311.951051866128 +15,-5,3,11,38.7590790099961,-295.497874081042 +15,-5,3,11.5,36.6634676675399,-305.465198692292 +15,-5,3,12,34.5465437279712,-287.915634534926 +15,-5,3,13,30.9793759287136,-284.85495347838 +15,-5,3,15,25.1390584580308,-249.016764962436 +15,-5,3,18,18.7869008542492,-204.594834271713 +15,-5,3,21,14.515489244129,-147.118334562938 +15,-5,3,24,11.3587882686403,-119.672560164163 +15,-5,4,6,89.4168238498385,778.172217088651 +15,-5,4,8,59.5678799109177,56.3392769010924 +15,-5,4,9,51.1149379164851,-59.5769977447019 +15,-5,4,10,44.0831583174341,-114.011159889464 +15,-5,4,10.5,41.4039123031165,-139.051123778098 +15,-5,4,11,39.0174784693767,-142.66752814085 +15,-5,4,11.5,36.8761077740185,-177.728939730046 +15,-5,4,12,34.4744149123352,-171.685451679572 +15,-5,4,13,30.9921233125272,-178.297879558692 +15,-5,4,15,25.0631549919941,-178.660882340451 +15,-5,4,18,18.8113969512924,-143.212934570788 +15,-5,4,21,14.3616893103502,-129.682781640578 +15,-5,4,24,10.8592530810233,-107.291970576258 +15,0,0,6,73.0371075229053,-1186.92757142873 +15,0,0,8,53.8612813142928,-847.780187609666 +15,0,0,9,46.9496564385357,-731.16520299086 +15,0,0,10,41.0622248896781,-616.9152083265 +15,0,0,10.5,38.5850185882327,-591.616412532544 +15,0,0,11,36.4173599699356,-548.049717249145 +15,0,0,11.5,33.9981780326874,-508.310966608482 +15,0,0,12,32.48110071259,-480.887584410415 +15,0,0,13,29.1752870029946,-426.400335415356 +15,0,0,15,23.4651211913844,-333.239517010228 +15,0,0,18,17.5755686223538,-246.131663608791 +15,0,0,21,13.4117771489681,-175.030516413321 +15,0,0,24,10.1886717500619,-147.589602133334 +15,0,0.5,6,72.0813487602491,-962.996052082216 +15,0,0.5,8,52.7881603653488,-707.276592997923 +15,0,0.5,9,45.8014116231518,-620.64832493892 +15,0,0.5,10,40.5745634302835,-549.721432139371 +15,0,0.5,10.5,38.036181874931,-505.054965284855 +15,0,0.5,11,35.9337624599709,-475.099585203006 +15,0,0.5,11.5,33.7117627288198,-442.723127619208 +15,0,0.5,12,31.7737506195958,-422.836350405741 +15,0,0.5,13,28.5286447647202,-371.755761763199 +15,0,0.5,15,22.9894835933658,-296.778254448318 +15,0,0.5,18,17.2272455589742,-211.461322151749 +15,0,0.5,21,13.2941797848717,-147.244531396664 +15,0,0.5,24,10.3114501341676,-115.852569425409 +15,0,1,6,70.7819169790444,-715.41677165464 +15,0,1,8,51.8265844860281,-571.193369727363 +15,0,1,9,45.1696539521518,-512.326083123799 +15,0,1,10,39.8803679390688,-457.247436887519 +15,0,1,10.5,37.3865565178471,-434.711739522899 +15,0,1,11,35.363649168234,-414.558835902609 +15,0,1,11.5,33.1637066808782,-404.922468177569 +15,0,1,12,31.4611933762475,-376.192165220389 +15,0,1,13,28.1565927984138,-321.322752017663 +15,0,1,15,23.2810123837784,-261.113312425178 +15,0,1,18,17.0155116489381,-199.192934615736 +15,0,1,21,13.3873033774088,-156.379742048366 +15,0,1,24,10.1981948947797,-129.078901615762 +15,0,1.5,6,70.2819502123766,-503.156939335033 +15,0,1.5,8,51.2655797681043,-452.63789649723 +15,0,1.5,9,44.8187169620426,-400.491340312344 +15,0,1.5,10,39.5369534526394,-381.340631376192 +15,0,1.5,10.5,36.8557555739827,-342.963245772915 +15,0,1.5,11,34.713703108927,-329.656284942425 +15,0,1.5,11.5,32.7990922562677,-326.932219228981 +15,0,1.5,12,31.3826954262662,-315.464232295105 +15,0,1.5,13,27.6341085141025,-278.825115560469 +15,0,1.5,15,22.7903637054504,-226.049793652968 +15,0,1.5,18,16.8850360654654,-173.903205141025 +15,0,1.5,21,12.9685004221719,-135.474423945973 +15,0,1.5,24,10.2405541457993,-101.45003187804 +15,0,2,6,70.736908508702,-266.824474404802 +15,0,2,8,51.1992978914046,-311.696251251322 +15,0,2,9,44.4632636630226,-293.289967929246 +15,0,2,10,39.1420545782582,-285.278121859701 +15,0,2,10.5,36.639605597417,-280.537945388998 +15,0,2,11,34.8476566110586,-269.007878878817 +15,0,2,11.5,32.8941043897941,-248.22392706746 +15,0,2,12,30.9163074216847,-252.315244999871 +15,0,2,13,27.7432523630597,-232.989710725876 +15,0,2,15,22.3859235811435,-201.827671212008 +15,0,2,18,16.6671624875363,-147.052257896561 +15,0,2,21,12.8255724498923,-125.36052563532 +15,0,2,24,10.1608395567103,-95.3516331724164 +15,0,3,6,73.4139616367599,286.952590355676 +15,0,3,8,51.6719765574766,-20.0672924663829 +15,0,3,9,44.6866279629703,-89.9806122576365 +15,0,3,10,38.7992362008727,-118.404334887791 +15,0,3,10.5,36.5296945160485,-123.317048346081 +15,0,3,11,34.3895844347275,-123.646585047771 +15,0,3,11.5,32.464180396673,-136.812156153635 +15,0,3,12,30.4475576389918,-143.279898042473 +15,0,3,13,27.6149794793549,-129.383102775489 +15,0,3,15,22.2148611403651,-135.09626862023 +15,0,3,18,16.3827039128426,-101.321744716121 +15,0,3,21,12.8538475582806,-100.591554612984 +15,0,3,24,9.77392265751239,-72.2747773628571 +15,0,4,6,81.8650145711209,1048.09955511674 +15,0,4,8,53.8379661837631,271.164076829967 +15,0,4,9,45.79609509732,138.413767317054 +15,0,4,10,39.388189596801,60.9685818716813 +15,0,4,10.5,37.2624162108956,19.2358123034068 +15,0,4,11,34.8919545091193,13.4393480295657 +15,0,4,11.5,32.9369226114106,-11.6917507099655 +15,0,4,12,30.8419547932208,-30.8677715328828 +15,0,4,13,27.5540455886465,-33.4063644434159 +15,0,4,15,22.5098909858048,-57.699435422862 +15,0,4,18,16.3307601078512,-72.9414475537042 +15,0,4,21,12.8708493560489,-60.4972502573676 +15,0,4,24,9.71796205041221,-71.5958077169337 +15,5,0,6,62.6239795998776,-745.459116505173 +15,5,0,8,46.0637284406383,-521.485993505668 +15,5,0,9,40.0951340447055,-461.169901895388 +15,5,0,10,35.1723354833834,-390.447968020993 +15,5,0,10.5,33.1312431875357,-366.820356851072 +15,5,0,11,31.1595229989614,-349.732077571316 +15,5,0,11.5,29.3015949227941,-315.226752770712 +15,5,0,12,27.6725832040816,-290.735223003614 +15,5,0,13,24.7068276078431,-246.023133726885 +15,5,0,15,20.1611798753776,-211.269022267892 +15,5,0,18,15.0490834074272,-162.540636947854 +15,5,0,21,11.5632800069574,-107.662140392604 +15,5,0,24,8.98339222397288,-94.2205314911665 +15,5,0.5,6,61.8480826683137,-519.774070196537 +15,5,0.5,8,45.3800981133044,-419.802084857103 +15,5,0.5,9,39.7705439068225,-359.97164653242 +15,5,0.5,10,34.9839199023146,-310.483056880414 +15,5,0.5,10.5,33.0049435709958,-309.103618094181 +15,5,0.5,11,30.8274240141449,-285.191460750165 +15,5,0.5,11.5,29.2629998423536,-260.655228675943 +15,5,0.5,12,27.1921391062626,-257.491397176122 +15,5,0.5,13,24.6430889824099,-219.15827402087 +15,5,0.5,15,20.2025363840157,-177.761050576721 +15,5,0.5,18,14.921672887507,-131.243988960453 +15,5,0.5,21,11.8283793117373,-100.736300352965 +15,5,0.5,24,8.76926324714438,-76.8966636855972 +15,5,1,6,61.2646202191915,-340.090747280962 +15,5,1,8,44.866164069856,-296.677416192218 +15,5,1,9,39.181291351941,-265.986385621236 +15,5,1,10,34.6188890682897,-234.997417355822 +15,5,1,10.5,32.2965755451132,-227.939910625114 +15,5,1,11,30.6676683876795,-218.641500155498 +15,5,1,11.5,28.7920828911887,-198.868539887126 +15,5,1,12,27.0290458931046,-206.997530182148 +15,5,1,13,24.3403667978968,-178.084128883585 +15,5,1,15,19.8776875686893,-136.400402754764 +15,5,1,18,14.6817540827658,-119.676400720149 +15,5,1,21,11.5480363307587,-88.7557868835549 +15,5,1,24,8.8865800872172,-78.4584833134254 +15,5,1.5,6,61.3149752321552,-145.052953417156 +15,5,1.5,8,44.9396718649606,-178.324034610614 +15,5,1.5,9,38.9827583308861,-183.137430680594 +15,5,1.5,10,34.4590761048361,-172.825038681369 +15,5,1.5,10.5,32.4375974235526,-174.448109445052 +15,5,1.5,11,30.0054341736361,-162.757169775871 +15,5,1.5,11.5,28.6816132068383,-149.339736597466 +15,5,1.5,12,27.1884976150204,-149.30722914569 +15,5,1.5,13,24.2219662856357,-151.136967512432 +15,5,1.5,15,19.726296380274,-126.744152293208 +15,5,1.5,18,15.0162062718424,-96.4361434779819 +15,5,1.5,21,11.3996972449579,-71.6564494830456 +15,5,1.5,24,8.8992611372825,-66.7224362880255 +15,5,2,6,62.3143093486517,68.709374946943 +15,5,2,8,44.7653878987248,-69.1608111314915 +15,5,2,9,38.965224411028,-91.1817782449401 +15,5,2,10,34.2232260834103,-111.265721494047 +15,5,2,10.5,32.1211195109093,-101.636061453706 +15,5,2,11,30.4661108562865,-108.32819584814 +15,5,2,11.5,28.4938732033831,-97.3703299658161 +15,5,2,12,27.135487494385,-115.586439942146 +15,5,2,13,23.9845214247835,-88.9265404618642 +15,5,2,15,19.6438969451169,-93.0086350352939 +15,5,2,18,14.7192569759078,-81.6279651651418 +15,5,2,21,11.279540490525,-59.9495493122074 +15,5,2,24,8.74667683217299,-54.809834685108 +15,5,3,6,65.8115393717552,575.274364167893 +15,5,3,8,46.1261380351147,184.809512963785 +15,5,3,9,39.9560015400181,114.341126559326 +15,5,3,10,34.7251228353317,73.637717846575 +15,5,3,10.5,32.3831740930269,60.9486328057279 +15,5,3,11,30.5758796998576,29.6092028207172 +15,5,3,11.5,28.8446229263771,13.4675385184954 +15,5,3,12,27.0626116578688,-5.40353319820131 +15,5,3,13,24.0565129173446,-11.4866863131096 +15,5,3,15,19.6710161956968,-28.6301219539868 +15,5,3,18,14.6002946400125,-47.8475855419945 +15,5,3,21,11.4063567789392,-48.1155353016818 +15,5,3,24,8.38237095306791,-6.67706921932395 +15,5,4,6,75.0364023701689,1284.64347324055 +15,5,4,8,48.3856500040415,473.233796812319 +15,5,4,9,41.2641484468227,328.421864981342 +15,5,4,10,35.5366135499232,211.573571279132 +15,5,4,10.5,33.361423880892,182.388767030404 +15,5,4,11,30.8857511017485,148.479891635117 +15,5,4,11.5,29.0466450632679,131.10453628115 +15,5,4,12,27.4108747814538,110.071927129416 +15,5,4,13,24.7717159998371,81.2052637088178 +15,5,4,15,19.5987520048057,20.0917364170915 +15,5,4,18,14.5503116927494,-6.91147479250524 +15,5,4,21,11.3362541996186,-15.4505544315502 +15,5,4,24,8.63793140164941,-23.2616012861198 +15,10,0,6,53.273820483578,-335.821784620533 +15,10,0,8,39.313524977399,-243.374037472227 +15,10,0,9,34.0311402103093,-213.555896516993 +15,10,0,10,30.2573858234945,-174.604503717507 +15,10,0,10.5,28.1571279951909,-173.409053526365 +15,10,0,11,26.4522924257734,-163.681004612035 +15,10,0,11.5,25.1458770531042,-143.237557629407 +15,10,0,12,23.7408641374753,-128.559275663916 +15,10,0,13,20.9778132133341,-121.016842469143 +15,10,0,15,17.1203768329318,-92.0318459719178 +15,10,0,18,12.980607620687,-68.0255325167633 +15,10,0,21,9.80669358210502,-51.2180372557037 +15,10,0,24,7.47201892177774,-55.3149605633344 +15,10,0.5,6,53.3297591782238,-170.95017339311 +15,10,0.5,8,38.8342446618337,-167.834758432028 +15,10,0.5,9,33.8723694075704,-126.002360952324 +15,10,0.5,10,29.8119878404163,-118.301487480242 +15,10,0.5,10.5,27.9692527395354,-117.88157022256 +15,10,0.5,11,26.4289001468076,-104.538906991719 +15,10,0.5,11.5,24.9630805794381,-113.929188189816 +15,10,0.5,12,23.3758753118904,-86.2929042393918 +15,10,0.5,13,21.1752187523625,-66.255104014173 +15,10,0.5,15,17.2402256058224,-63.7875624282356 +15,10,0.5,18,12.6410023418214,-53.3241598856851 +15,10,0.5,21,9.85330302477892,-51.2198359341743 +15,10,0.5,24,7.83725407918617,-51.7112114214142 +15,10,1,6,53.2845256853562,11.8496552780487 +15,10,1,8,38.727311816486,-47.767015043617 +15,10,1,9,33.7507918288126,-56.5357887296557 +15,10,1,10,29.6450476750026,-56.452996343667 +15,10,1,10.5,28.0110968626406,-59.2880193693109 +15,10,1,11,26.7207470804314,-40.9264289719004 +15,10,1,11.5,24.8516076404177,-52.3830420069562 +15,10,1,12,23.6322439976215,-58.5090256189989 +15,10,1,13,21.0627986027768,-33.9645369394921 +15,10,1,15,17.0669280657859,-39.6808207005423 +15,10,1,18,12.6835351882184,-47.1358487865529 +15,10,1,21,9.81563648120513,-37.0368516993053 +15,10,1,24,7.60687132430253,-18.0034676636371 +15,10,1.5,6,53.5603752675356,188.987894250394 +15,10,1.5,8,39.0731422305375,53.0761280610935 +15,10,1.5,9,33.9298885607803,12.3147599687513 +15,10,1.5,10,29.9049609528781,9.66800238873546 +15,10,1.5,10.5,27.9924741293227,-9.28068567682797 +15,10,1.5,11,26.6646680045321,-10.5111115787792 +15,10,1.5,11.5,24.9762198271026,-9.79037317409095 +15,10,1.5,12,23.5429519491772,-15.9797750021362 +15,10,1.5,13,20.7602237604766,-13.288766831059 +15,10,1.5,15,17.0619217270034,-13.7321070631018 +15,10,1.5,18,12.8057575077538,-27.5466965267181 +15,10,1.5,21,9.68043042300087,-14.0975106933068 +15,10,1.5,24,7.71228668905195,-43.2490311778389 +15,10,2,6,54.79883340065,388.044664320445 +15,10,2,8,39.561358966962,151.247620915424 +15,10,2,9,34.1667328047545,110.301933111184 +15,10,2,10,29.8848903926084,66.4622913652408 +15,10,2,10.5,28.1783001162085,53.7379964636465 +15,10,2,11,26.587035274293,49.5328931204604 +15,10,2,11.5,25.0627388388278,40.011483599872 +15,10,2,12,23.7109272728432,21.9069770382351 +15,10,2,13,21.1047303554257,25.6441564156369 +15,10,2,15,17.2424481082028,-7.10995025600026 +15,10,2,18,12.813009126714,-22.4618873773405 +15,10,2,21,9.84890491653155,-21.3623406481396 +15,10,2,24,7.55384675976704,-15.2543546326198 +15,10,3,6,59.3589952818482,833.429488567666 +15,10,3,8,41.036006092113,382.402351756141 +15,10,3,9,35.1885793052222,282.852759957399 +15,10,3,10,30.626824541277,206.171481239109 +15,10,3,10.5,28.8089786204,189.807563824143 +15,10,3,11,27.0299371031607,158.989750950398 +15,10,3,11.5,25.5460508946471,135.026554451579 +15,10,3,12,23.7927471540779,112.798758370199 +15,10,3,13,21.5113936894313,87.4187669336664 +15,10,3,15,17.1866914230592,52.0953268143833 +15,10,3,18,12.7020275035201,22.8061578005071 +15,10,3,21,9.76150499243757,8.46923409950269 +15,10,3,24,7.6623417460189,-2.11181827158229 +15,10,4,6,68.6464102003108,1497.80944827225 +15,10,4,8,43.8270752307988,652.888150512224 +15,10,4,9,37.0423963412445,473.199515110452 +15,10,4,10,31.8163280759355,342.120800201678 +15,10,4,10.5,29.7735047753946,311.034642117102 +15,10,4,11,28.0251560349123,256.278803100709 +15,10,4,11.5,25.9921537020643,236.099232764771 +15,10,4,12,24.6507576247193,213.131546232368 +15,10,4,13,21.9229355320993,173.468377702947 +15,10,4,15,17.5064961570758,104.925822845474 +15,10,4,18,13.0001104559276,65.1881735587303 +15,10,4,21,10.2274135018889,35.1477302429209 +15,10,4,24,7.71352769368146,17.9116410993287 +15,15,0,6,45.0003892783488,2.20827152761708 +15,15,0,8,33.3050927013094,-3.9039648595741 +15,15,0,9,28.9103932933717,-2.86447127050124 +15,15,0,10,25.3372931243604,2.960861953509 +15,15,0,10.5,24.1509674144797,1.99414259490842 +15,15,0,11,22.4110689686124,-3.7699836480401 +15,15,0,11.5,20.9894434569205,-5.78298753829947 +15,15,0,12,20.0067364325264,-0.6227728697057 +15,15,0,13,17.9708655504615,5.8695110303763 +15,15,0,15,14.5519786262134,0.244957503465673 +15,15,0,18,10.891699385248,2.47817294764882 +15,15,0,21,8.42501975887782,0.954517381717578 +15,15,0,24,6.60603363784692,1.71521820750645 +15,15,0.5,6,45.2568184757246,134.401733866477 +15,15,0.5,8,33.079681952504,76.7894687185715 +15,15,0.5,9,28.7743534633598,61.0102774441882 +15,15,0.5,10,25.4400540810268,65.7192951066959 +15,15,0.5,10.5,23.9345385445196,43.8709006139845 +15,15,0.5,11,22.523875056767,45.8287329685352 +15,15,0.5,11.5,21.3721717528173,45.2212906275922 +15,15,0.5,12,19.9694641786596,14.0305003541637 +15,15,0.5,13,18.0804384564405,38.8241855457435 +15,15,0.5,15,14.6724683191119,28.8271125454226 +15,15,0.5,18,10.9334931420808,2.05265004205249 +15,15,0.5,21,8.45064933204757,12.5333512560512 +15,15,0.5,24,6.6429568743856,9.59897928512842 +15,15,1,6,46.1584510569535,296.672109470899 +15,15,1,8,33.3334033546875,175.318881081491 +15,15,1,9,29.1252074429714,118.776057953888 +15,15,1,10,25.5937284281127,102.417172777631 +15,15,1,10.5,24.1834136922699,110.016969233048 +15,15,1,11,22.8704511723904,104.111686221175 +15,15,1,11.5,21.2474231290284,76.4807232579712 +15,15,1,12,20.0849257695079,67.7144073193147 +15,15,1,13,18.0096384428843,56.8192724299327 +15,15,1,15,14.3325067554299,50.4053605679361 +15,15,1,18,11.0861070813771,21.8962004334162 +15,15,1,21,8.32942217181898,5.16998018364989 +15,15,1,24,6.57630045314005,19.7734084213224 +15,15,1.5,6,46.7903814772088,457.497283549522 +15,15,1.5,8,33.900576037792,256.432415234684 +15,15,1.5,9,29.5141876850492,190.019109910842 +15,15,1.5,10,25.9929575794851,158.687750868716 +15,15,1.5,10.5,24.2753107807649,136.148997122602 +15,15,1.5,11,22.6841502358862,122.132466182233 +15,15,1.5,11.5,21.687565962872,125.649668704622 +15,15,1.5,12,20.3852594197757,116.266824617032 +15,15,1.5,13,17.991984957191,89.5864776773261 +15,15,1.5,15,14.715502197855,69.9882915652968 +15,15,1.5,18,10.6660224214484,43.5222593917418 +15,15,1.5,21,8.44491957320006,32.3768631156343 +15,15,1.5,24,6.38430648707824,13.1655575443748 +15,15,2,6,48.603922463413,636.095483103949 +15,15,2,8,34.6361548513336,352.433544426923 +15,15,2,9,29.8272318897639,265.937367774119 +15,15,2,10,26.2166374759342,216.562266225502 +15,15,2,10.5,24.6773341992359,192.29525079202 +15,15,2,11,23.4589903294367,181.763581947552 +15,15,2,11.5,21.6590036949153,153.125527283065 +15,15,2,12,20.679848979879,140.642688639664 +15,15,2,13,18.3796463616795,130.517679616183 +15,15,2,15,15.136932765408,79.6340246023648 +15,15,2,18,10.9232902082019,51.2711034890718 +15,15,2,21,8.49303184259386,17.5574869192843 +15,15,2,24,6.65426290524794,20.096683518805 +15,15,3,6,53.4359073989289,1056.72864523394 +15,15,3,8,36.400298850899,553.52064993432 +15,15,3,9,31.4360607411423,427.260299962448 +15,15,3,10,27.0372577715807,334.085793763356 +15,15,3,10.5,25.3034277227862,308.363930526833 +15,15,3,11,23.9603784319543,282.26677790643 +15,15,3,11.5,22.3532675748254,254.166041212753 +15,15,3,12,21.024330067423,216.13424327798 +15,15,3,13,18.7346875507067,186.784087475 +15,15,3,15,15.2032435629334,133.908803021278 +15,15,3,18,11.3418274022117,81.6348586993315 +15,15,3,21,8.73462268172033,64.5026182666351 +15,15,3,24,6.75022306168946,35.1935436470295 +15,15,4,6,63.033971629397,1670.59090408894 +15,15,4,8,39.5970953392747,799.695181595791 +15,15,4,9,33.541532143473,608.248986035555 +15,15,4,10,28.3291005985629,479.295296471261 +15,15,4,10.5,26.8518965714164,413.301417699208 +15,15,4,11,24.7312268211574,377.805770774888 +15,15,4,11.5,23.6186425509888,328.848185254945 +15,15,4,12,21.9310461808458,301.549872898384 +15,15,4,13,19.2927720477409,248.110856962738 +15,15,4,15,15.6244067365037,173.86315797361 +15,15,4,18,11.2831968952346,108.676128868911 +15,15,4,21,8.68093774644023,61.2237604797033 +15,15,4,24,6.6736876749644,36.6250177321452 diff --git a/RL Testing/Function Fitting.ipynb b/RL Testing/Function Fitting.ipynb index deabafd..3cddeb6 100644 --- a/RL Testing/Function Fitting.ipynb +++ b/RL Testing/Function Fitting.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 26, "id": "e4ff9106", "metadata": {}, "outputs": [], @@ -24,7 +24,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 27, "id": "32946653", "metadata": {}, "outputs": [ @@ -97,7 +97,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "id": "1a76017e", "metadata": {}, "outputs": [ @@ -128,7 +128,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 29, "id": "1ba9a1b6", "metadata": {}, "outputs": [ @@ -253,7 +253,7 @@ "4 109.107025 -1759.467304 0.095238 " ] }, - "execution_count": 34, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -275,7 +275,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "id": "bd16a120", "metadata": {}, "outputs": [ @@ -283,70 +283,70 @@ "name": "stdout", "output_type": "stream", "text": [ - "Force Coeffs: [-8.65013483e-02 2.83478682e-01 2.86948944e-01 -2.40620478e-08\n", - " 3.53295625e+02 -1.79173973e-03 -1.72965671e-03 -2.24271795e-02\n", - " -1.14467614e+01 -2.16073374e-03 2.24271792e-02 -1.16266321e+01\n", - " 3.17540506e-01 4.74016321e-07 6.56934801e+03 -4.22077144e-05\n", - " -1.06779010e-05 -2.15844424e-04 1.18908944e-01 -7.64610873e-06\n", - " 5.14110976e-12 1.01686168e-01 -1.01983866e-02 1.54885341e-01\n", - " -1.03778353e+02 -4.02599676e-05 2.15844412e-04 1.29958897e-01\n", - " -1.01471001e-02 -1.54885342e-01 -1.00615042e+02 -4.31582506e-10\n", - " 2.06864028e+00 -5.14832777e-06 -4.19530520e+04 -3.84317353e-07\n", - " 3.91430632e-07 -7.41836487e-07 7.93047251e-04 -4.85823477e-07\n", - " -2.53747638e-06 1.17129705e-04 -2.29814329e-04 4.03023222e-04\n", - " 2.97296739e-01 -1.05011736e-07 2.53747734e-06 -3.78155618e-06\n", - " -4.82390183e-05 2.17240115e-12 -5.68285028e-01 3.49652512e-03\n", - " 4.38290920e-01 -8.84140414e+00 7.71042932e+02 1.32237943e-07\n", - " 7.41839504e-07 7.27510024e-04 -2.31026411e-04 -4.03023131e-04\n", - " 1.91281517e-01 -3.49652508e-03 4.35555849e-01 8.84140414e+00\n", - " 7.49444072e+02 -3.20760957e-02 -7.80704790e-10 -1.33481028e+02\n", - " 3.32901902e-05 7.71176022e+04 3.63954200e-08 1.21055428e-08\n", - " 1.38326925e-07 -2.26843332e-05 2.02887840e-08 -1.26534403e-07\n", - " -5.30119171e-06 8.63672085e-08 4.12729183e-05 -8.00925222e-04\n", - " 2.31832331e-08 2.02504680e-13 1.06948464e-05 -7.75304869e-07\n", - " 3.44199510e-05 7.75195644e-04 9.67991899e-06 3.94281516e-03\n", - " 1.52654027e-01 -5.85408049e-01 2.66528575e-08 1.26534403e-07\n", - " -1.16260075e-07 -8.31899683e-07 -3.44199134e-05 1.37334995e-03\n", - " -7.83373366e-13 7.56972747e-04 3.87534095e-10 1.67361829e+00\n", - " -1.53624144e-04 -5.22167175e-02 -4.26268983e+00 -1.86825486e+01\n", - " -1.80981191e+03 3.91171451e-08 -1.38326669e-07 -2.90007777e-05\n", - " 5.72601948e-08 -4.12729382e-05 -4.53297467e-04 -9.67991778e-06\n", - " 3.95070566e-03 -1.52654026e-01 -2.35783054e-01 -1.49754210e-04\n", - " 5.22167174e-02 -4.24980327e+00 1.86825486e+01 -1.75997408e+03\n", - " 3.41748851e-12 4.47231699e-01 1.88369113e-09 1.08183457e+03\n", - " -8.46779848e-05 4.14731651e+04]\n", - "Torque Coeffs: [ 8.37786404e-01 8.73852020e+00 -8.81670143e+00 -6.05820755e+01\n", - " -9.82722151e+01 -8.14346739e-02 -8.55581205e-03 -1.26586317e+00\n", - " -2.28782708e+02 7.92025577e-02 -1.26586317e+00 2.32329851e+02\n", - " 1.59724819e-01 2.40322138e+02 1.91664184e+03 -1.60379946e-03\n", - " 1.33688429e-03 -1.09883437e-02 4.99001714e+00 -1.13086428e-03\n", - " -5.01219559e-04 2.95246925e-01 -5.53027170e-01 1.40436065e+01\n", - " -7.51330187e+03 1.58512910e-03 -1.09883435e-02 -5.01157061e+00\n", - " 5.39147403e-01 1.40436064e+01 7.47720714e+03 8.04333337e+00\n", - " -9.27394310e-01 5.61703432e+04 -1.36591792e+04 -8.85041568e-05\n", - " 5.78299126e-05 -3.32035777e-04 1.42291379e-02 9.30848750e-06\n", - " -1.81942915e-04 4.52448003e-03 -1.03937242e-02 -1.18018293e-01\n", - " 1.97297590e+01 -5.50802583e-05 -1.81942945e-04 -3.44846992e-03\n", - " 5.10224715e-05 -1.04187796e-01 -3.02785121e+00 2.03017250e-01\n", - " 2.26755131e+01 -3.31637758e+02 4.95131780e+04 9.86642026e-05\n", - " -3.32035797e-04 -1.38739075e-02 1.04393208e-02 -1.18018293e-01\n", - " -1.90316038e+01 2.03017250e-01 -2.25845770e+01 -3.31637758e+02\n", - " -4.94386582e+04 -4.28915364e-03 -2.85648016e+02 -2.71180777e+00\n", - " -4.00600715e+05 2.87296873e+04 1.94952853e-06 -5.18824865e-06\n", - " -7.73369810e-06 5.36212900e-04 1.10846270e-06 -1.84292257e-06\n", - " -4.65905674e-04 6.42855031e-06 3.08079390e-03 -1.09734095e-03\n", - " -1.62663865e-06 6.42939658e-06 -1.00143627e-04 -2.50122237e-06\n", - " 1.71620024e-03 -2.14975506e-02 7.20307314e-04 1.76411710e-01\n", - " 8.07086586e+00 -3.68279950e+01 4.55521791e-06 -1.84292611e-06\n", - " 4.37141266e-04 -1.60125131e-06 1.71620050e-03 1.99693938e-02\n", - " 1.48517227e-04 -1.19886653e-03 1.78969383e+00 9.92388924e+00\n", - " -7.19412178e-03 -2.98153181e+00 -2.04344115e+02 -1.80247522e+03\n", - " -1.11849627e+05 -1.66014902e-06 -7.73369800e-06 -7.23358309e-04\n", - " -4.16903359e-06 3.08079402e-03 -6.84048059e-03 7.20307304e-04\n", - " -1.75664664e-01 8.07086586e+00 3.49676892e+01 7.76959664e-03\n", - " -2.98153181e+00 2.03737293e+02 -1.80247522e+03 1.12167507e+05\n", - " 4.69772092e-02 -2.00823262e-02 2.13341632e+03 5.37309061e+01\n", - " 1.24121750e+06 1.52681158e+04]\n" + "Force Coeffs: [-8.65837181e-02 2.83478672e-01 2.86948934e-01 3.01765452e-09\n", + " 3.53295632e+02 -1.79173937e-03 -1.72965608e-03 -2.24271786e-02\n", + " -1.14467613e+01 -2.16073380e-03 2.24271783e-02 -1.16266321e+01\n", + " 3.17540504e-01 -1.63205830e-08 6.56934791e+03 -4.22076677e-05\n", + " -1.06778310e-05 -2.15844497e-04 1.18908945e-01 -7.64609651e-06\n", + " -6.00663086e-11 1.01686164e-01 -1.01983869e-02 1.54885340e-01\n", + " -1.03778353e+02 -4.02599166e-05 2.15844499e-04 1.29958896e-01\n", + " -1.01471000e-02 -1.54885337e-01 -1.00615041e+02 2.44554291e-10\n", + " 2.06864028e+00 -5.79189873e-07 -4.19530515e+04 -3.84322448e-07\n", + " 3.91430177e-07 -7.41838903e-07 7.93047135e-04 -4.85816599e-07\n", + " -2.53746609e-06 1.17129797e-04 -2.29814329e-04 4.03023264e-04\n", + " 2.97296754e-01 -1.05011480e-07 2.53746711e-06 -3.78159442e-06\n", + " -4.82390444e-05 6.31672492e-12 -5.68285023e-01 3.49652510e-03\n", + " 4.38290920e-01 -8.84140415e+00 7.71042932e+02 1.32237346e-07\n", + " 7.41837766e-07 7.27510018e-04 -2.31026415e-04 -4.03023107e-04\n", + " 1.91281532e-01 -3.49652510e-03 4.35555849e-01 8.84140411e+00\n", + " 7.49444071e+02 -3.20760957e-02 7.25108196e-10 -1.33481028e+02\n", + " 5.39284901e-06 7.71176013e+04 3.63953134e-08 1.21055308e-08\n", + " 1.38327010e-07 -2.26843442e-05 2.02886312e-08 -1.26534253e-07\n", + " -5.30119439e-06 8.63664127e-08 4.12729541e-05 -8.00925426e-04\n", + " 2.31829560e-08 1.45661261e-13 1.06948469e-05 -7.75307058e-07\n", + " 3.44198882e-05 7.75195525e-04 9.67991207e-06 3.94281513e-03\n", + " 1.52654026e-01 -5.85408108e-01 2.66529749e-08 1.26534701e-07\n", + " -1.16266847e-07 -8.31896955e-07 -3.44199448e-05 1.37334978e-03\n", + " 3.41060513e-13 7.56972800e-04 -5.81983350e-10 1.67361830e+00\n", + " -1.53624150e-04 -5.22167175e-02 -4.26268983e+00 -1.86825485e+01\n", + " -1.80981191e+03 3.91169848e-08 -1.38327266e-07 -2.90007854e-05\n", + " 5.72626959e-08 -4.12729217e-05 -4.53297520e-04 -9.67991258e-06\n", + " 3.95070565e-03 -1.52654027e-01 -2.35783105e-01 -1.49754214e-04\n", + " 5.22167175e-02 -4.24980327e+00 1.86825486e+01 -1.75997408e+03\n", + " 8.13571432e-13 4.47231699e-01 -4.49006710e-09 1.08183457e+03\n", + " -1.37863751e-05 4.14731645e+04]\n", + "Torque Coeffs: [ 8.38589158e-01 8.73851984e+00 -8.81670175e+00 -6.05820759e+01\n", + " -9.82724462e+01 -8.14346461e-02 -8.55573216e-03 -1.26586339e+00\n", + " -2.28782707e+02 7.92025829e-02 -1.26586339e+00 2.32329852e+02\n", + " 1.59724442e-01 2.40322153e+02 1.91664541e+03 -1.60378740e-03\n", + " 1.33688455e-03 -1.09883429e-02 4.99001686e+00 -1.13086452e-03\n", + " -5.01228566e-04 2.95245993e-01 -5.53027250e-01 1.40436061e+01\n", + " -7.51330187e+03 1.58514086e-03 -1.09883430e-02 -5.01157087e+00\n", + " 5.39147323e-01 1.40436061e+01 7.47720714e+03 8.04333346e+00\n", + " -9.27393815e-01 5.61703430e+04 -1.36592025e+04 -8.85043095e-05\n", + " 5.78297146e-05 -3.32036715e-04 1.42290241e-02 9.30856299e-06\n", + " -1.81943314e-04 4.52452056e-03 -1.03937269e-02 -1.18018278e-01\n", + " 1.97297584e+01 -5.50804572e-05 -1.81943331e-04 -3.44842175e-03\n", + " 5.10215386e-05 -1.04187648e-01 -3.02785064e+00 2.03017291e-01\n", + " 2.26755123e+01 -3.31637755e+02 4.95131780e+04 9.86640682e-05\n", + " -3.32036717e-04 -1.38740169e-02 1.04393181e-02 -1.18018278e-01\n", + " -1.90316043e+01 2.03017291e-01 -2.25845778e+01 -3.31637755e+02\n", + " -4.94386582e+04 -4.28909175e-03 -2.85648016e+02 -2.71181234e+00\n", + " -4.00600713e+05 2.87297365e+04 1.94950204e-06 -5.18825317e-06\n", + " -7.73369460e-06 5.36214594e-04 1.10845519e-06 -1.84292549e-06\n", + " -4.65903428e-04 6.42878210e-06 3.08081235e-03 -1.09668591e-03\n", + " -1.62664696e-06 6.42940023e-06 -1.00144481e-04 -2.50111810e-06\n", + " 1.71620767e-03 -2.14977215e-02 7.20307351e-04 1.76411744e-01\n", + " 8.07086541e+00 -3.68279934e+01 4.55521419e-06 -1.84292367e-06\n", + " 4.37143508e-04 -1.60120084e-06 1.71620770e-03 1.99691899e-02\n", + " 1.48517200e-04 -1.19885601e-03 1.78969342e+00 9.92388686e+00\n", + " -7.19411511e-03 -2.98153220e+00 -2.04344115e+02 -1.80247523e+03\n", + " -1.11849627e+05 -1.66017404e-06 -7.73369428e-06 -7.23356811e-04\n", + " -4.16883619e-06 3.08081229e-03 -6.83985220e-03 7.20307349e-04\n", + " -1.75664631e-01 8.07086541e+00 3.49676909e+01 7.76960323e-03\n", + " -2.98153220e+00 2.03737293e+02 -1.80247523e+03 1.12167507e+05\n", + " 4.69772030e-02 -2.00828167e-02 2.13341632e+03 5.37309113e+01\n", + " 1.24121750e+06 1.52681419e+04]\n" ] } ], @@ -382,7 +382,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "id": "dc79d9fe", "metadata": {}, "outputs": [ @@ -456,7 +456,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 32, "id": "837a814f", "metadata": {}, "outputs": [ @@ -512,7 +512,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 33, "id": "fd12d56b", "metadata": {}, "outputs": [ @@ -608,7 +608,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "id": "8270efa4", "metadata": {}, "outputs": [], @@ -618,7 +618,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 35, "id": "d94aa4c1", "metadata": {}, "outputs": [ @@ -631,7 +631,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABKYAAAKyCAYAAADvidZRAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs/XtcXPd5L/p/1gwSAgkYQAgJSUQMkRU3dhqDnEvTNE0EubVNumOwmrP32b3Egux6J2fXJxHRrl9pfdJEgbZpdrLdFpScnN2TX1IJkpzttN2NQbk0TVrHgJ24iePIjBBC6IIEA+iGgLV+fyizDOI2MM+a+T7z/bxfL7+sGWD4rOfh4fKd9V3jeJ7ngYiIiIiIiIiIKM1CmQ5ARERERERERER24sIUERERERERERFlBBemiIiIiIiIiIgoI7gwRUREREREREREGcGFKSIiIiIiIiIiygguTBERERERERERUUZwYYqIiIiIiIiIiDKCC1NERERERERERJQRXJgiIiIiMlRXV1emIxARAQB6enoQi8UyHYOIshAXpoiI7tDf3w/HcRb9V1xcjObmZsTj8UxHNM5yNautrUVbW9uaH6+trQ3FxcUBJA1eR0cHGhsb1/xxph5zbW0tHMdBf39/pqOsi+Z5bm5uxtNPP53pGABu/0HqOA46OjoyHUWU9q/v+Vb6PtzS0mL013qyTOvXnd+3Tf0+vlb9/f2or69HbW3tgpkvKSlBfX19VnwtEZFZuDBFRLSM9vZ2jI+PY3x8HAMDA2htbUVPTw+qqqqM+aVYWn9/PxobG1FcXIzq6mo0Nzev6ePvrFlzczOOHj2K2tragBKbp6+vL2vOconFYujv70ckEkF7e3um46RE2zx3dHSgp6cHra2tmY5ijFgshra2tmW/L7W1tS25MFNdXb3s42XL1/d8d36tHzlyxP9aT+fZLiv1a629SjxeNvYrVfF4HMXFxXAcJ6n3j8ViqK+v9+u91GLzoUOH0N3djb6+PnR2dvoLUTU1NWhoaFjXky9ERCvhwhQR0TJKSkoQiUQQiUQQjUbR1NSEgYEB7N+/H7W1tVn3jGFXVxdqa2sRjUZx8uRJdHZ2or6+fk2PsVTN+vr60N/fj5aWloCSm6W9vR2e52U6hoiuri7U1dXhwQcfxIkTJzIdJyVBzXNXV1cg3wtaWlr4x/fPJc7WSpz5MzY2tuz7RiIR9PX1Lfivu7t7yffNpq/v+e78Wm9oaEBfXx+i0WhaFhSS7ddaegVkb79S1dLSgpKSkqTeNx6Po7q6GpFIBN3d3WhpaUFzc/OazmxubW1Fb28venp61huZiGgRLkwREa1RZ2cnAGTVQks8HkdjYyPa29vR2tqKmpoa/5nRVCX+MOIvsfq0t7ejsbERjY2NiMfjWdnDVOe5sbERvb29kpH8Mxjq6upEH1eruro6eJ6H8fFxRKPRVd8/8f0r8d9yH2PD1/d8dXV1aTk7cC39SrZXgH39SkZ/fz86OjqSPru5paUFNTU16OzsRF1dHZqamtDa2rro+9+xY8dQW1uL+vp6NDc3IxKJLHj7gw8+mFW/AxFR5nFhiohojSKRCJqamtDR0ZE1Z021tLT4Z5EEJVtqZYv+/n7EYjHU1dX5CySJRZxsYuI8t7a24sEHH8x0jKxmy9f3fD09PUkt7JnIxn4l49ChQzh8+PCihaPl9PT04ODBgwvuS/zcn7/QV1NT45/BttQTVI2NjX5PiIgkcGGKiGgdElvc7vylLLEdLrGN4c5ndDs6OlBdXQ3HcdDc3IyWlhb//YHb191IPHZzczOKi4v9P5ZXe+zV3r6SEydOoK6uDl1dXaivr0dxcbHYBU4Tz2zPP/sjcWHVxLWsVtpG0NLSsuTFZBPbRRI9aGtrQ21trf/YiTosdYbAap9//mPdWdPE2WWJj73z+hxLXfw2Fov5H7NSrmQkW4+enh4/e6Kfa/mcx48fRzQa9f+QraurW/bC18nWfrlM6Tqm5Sw1z6v1rLGx0Z/bxDHPv8ZLKj1PXANmKfO/du+swVJ1vLOGwPLfZ1b6/qNJIvtK31vW8vW9Hib1KXHtwP7+fuO2hybTKyDYfq1Uz7X8rEq3jo4OxGIxHDlyJKn3j8fjiMViixYnE9s+1/K9NPHz3MTr8xGRTlyYIiJah8QvdvO38CReja25uRl9fX04ePAg6uvr/T80urq60NzcjPb2dvT19SEWi6GrqwudnZ0YGBjwHycWi/mLIEeOHEEkEln1sVd7+2oSi0fHjx9HS0sLjh07ht7eXhw4cGDdNUo8ZuLC54mLOCfuq6mpwcmTJ9Ha2upv0VhK4pXT7rygeHt7+4KtH1euXEF/fz8OHTqElpYWdHd3Ix6PLzqGZD7//MdqbW31H6uxsREHDhzAwYMH0dnZiWg0iubm5lXr3NXVhZKSEr/X0WgUBw4cWNcf/QcPHlxyG8v8esTjcdTX1+PgwYMYGBhAZ2cnampqVrw2z506OjoWPFOeqM9SF3ZPpvYrZUqmxxLHtJyl5nm1nh07dgx9fX0Abp+5kbjYdLIfv5xEX2tqaha9LbFQGolE0NnZ6dfg+PHjaz7mpb7PrHS/Fok/vjs7O9HS0uL/d6e1fH2vVab7lFg0nf+qfPF4HH19fUZtD022V0Cw/QKWrudaf1alUzweR0tLy5pmNPG9cqn3LykpWfB7SDKi0eiK1wQjIloTj4iIFujr6/MAeJ2dncu+z8DAgAfAa29v9zzP88bHxxfcTjh8+LDX1NTkeZ7n1dXV+f+e/3nGx8f9+1pbWz0AXl1dnX/fao+dzOdeSeJYampqFtzf3d3tAfC6u7tXfYzEsdz5XyQS8RoaGhYcYzQa9Q4fPrxkhkTNW1tbvUgk4r+9rq5uUb47j/nw4cOL8ra3ty+qcTKff6XHmv+xS32t3Jl9KUv1LJmPm38Md/YWgNfa2up53ku9W6/EcfX19S3K3NDQsOj9k6n9aplW6/F6j2k987yUpXqWuC+ZGVluTu+UqNtSotHokvVPOHz48KKvoUTdBgYG/PuW+j6z0v3zH2e1/E1NTV5dXV3S/63Ul6WsVIP29vZF2RNfm/O/B6z163utMtWnxHG1trZ6AwMD3sDAgH/88x93vkz1K9lezT+uoPq1XD3X87Nqqe/jQdS4qanJi0aj/u2Vvm8kJOq41PerpX6mrKampkak/kREnud5OWIrXEREFkmcvn7nmRbNzc2LLkKaOPNhbGws6et7zN9usdpjJ/O5k3HndSfmn6qf7LPsra2tC65Tdeczs4lrUtyZMxqN+mcULHU9i+bmZjQ2NvrbEBJbOJa6Ds/8rIl6j42N+VsV1vL59+/fv+ix5m+xmt/btUjUZa3PUCc0NDSgo6PD/zpJnDWQqH0id21tLZqbm1FXV7ema8u0t7f7r+g1/wyfmpqaFc9QWKn2q2VarcepHtNK7pznpaTas2Q/frkzqmKxGGKxmOhWrOUeK5XPkcmtYk1NTYuuk1dfX4+2tjb09vb6X5/r/fpOhgl9mr/lrbW1FR0dHWhpaVnymkyZ6leyvQKC7dd882ux3p9Vqz2uhMQFz6XPVlrr2ZElJSW8xhQRieFWPiKidXj66acBLFy4AIDx8XF4nrfgv8R2n+bmZpw4ccK/TtHRo0dRU1Oz5C+DS/2BvNJjJ/P25SReZnq5X0rX8od44loVif/ulFhEW+qlraPR6LK/5DY0NCASifi/4Hd2dvr3rcVaP/9yWx7Wo6enB42Njaiurl7yekprkdj6ltj2dfz4cdTV1fl5Ey/Dnnjf6urqNV0z7MSJE4jH4/71cRL/JRZw1vPH4GqZVutxqse0kuXmOdWeSfY88bUpefHq5R4rExfITlw7bP5/EtevSczr/NkO4us7wcQ+tba2oqurS3QRIYh+LdUrINh+zTe/nuv9WSVpuRonvu/Pv7ZdYgEtcf29pSSOb6nvmes5Hm3bfInIbFyYIiJao3g87l/vIvGLWeIXvpV+uUtcZyZxQeR4PI6TJ08uer87f9lb7bGT+dwrSTwTvdwCVHV19boedykrZV3qoqzzNTU1+X+A9PT0LPny2Kv9oryWz7/cY63nl/HES5zX19eju7t7wbWI1iPxrH3iDIiurq5F1z1JvKrS+Pg42tvb0dvbi6NHj6762ImF04GBgUULnYncS50BkExdVsu0Wo/Xe0wrWWqegdR7tt6PX66Oqc55sp8nU39snjx50r9OV+K/tZzxuZw7F4rW+/WdLBP71NTU5F8PT0oQ/VpqUS/ofiWs5efuaj+rpCxX46amJgwMDCz4L3H2WV9f37JPSCWeMEosxM8/HgDLvuDCcuLx+LqfqCEiuhO38hERrdGhQ4cQj8f9i3kDLy0UHD16dNF2iXg87m8ja21tXfPFZ1d77GQ+92oSW8PmH1NigSDZ7QrJSJzV097evmjbRH9//4qvLtTc3Iy2tja0tbUhEoms6yK+qXz+9Upc1DtxBpCUgwcP4ujRo/4fE0ttawRu/zHS1NSE7u7upM5oSFyoeak/vBJ1T/yxuN5FjOUyJdvjtR7TSpaa52R7ljj+O89ASKXniT/07qxvYntWe3v7orrMf987s6T7VbOSeTGAO99/PWc/LiWxCDjf8ePHF2wlDfrr29Q+tba2orGxcdErpGaqX8n0CkjP96OlSP6skK7xUmckJ55AWm1x8MEHH1z2Z/1af6au5fIERESr4cIUEdEyxsbG/D8exsbG0N/fj6NHjyIWi6G7u3vRL2THjh3zr3/T3NyMsbExdHZ2+v+PRqNoaWlBc3Oz/8dnYlFpNas99mpvX82RI0fQ0dGB+vp6tLS0IB6P49ChQzh8+LD4L57Hjh3zz+5JXFOopaUFdXV1K/4RH41GUVdXh/b29kXXJknH51+vxB8RR48eRSQSQUlJScpn+QC3z4JoaWnB0aNHF/0R09XVhaNHj+LIkSP+tpPEq02t5sSJE6suEPb09ODEiRNr6kMymVbqcSrHBKxtntfSs0gk4r+UfXt7O1pbW1Pq+fwzNe783tDe3o76+nr/elzxeBzd3d3o7e1FX1+f/8dpT08P9u/fj56eHpGvtfkGBgaWXESJRqMLtmJKm7+QE4/H/dvzv+7Hxsb874P79+/H8ePH/QXCxPut5+s7sfX64MGDSX2/NqFPd2poaPB/Bs0/oyZT/UqmV0B6+rUcqZ8VmbqO11J1aG1txYkTJ9DY2IgjR46gt7cXLS0t68oYi8UWXZuSiGjd0neddSIiHVZ7hbnlXt3I826/Yk9dXZ0XiUS8SCTiv2qe5730ikN3/heNRv3HXOmV2VZ67GTevprx8XGvrq7Oz5R4hbdkJGq22it2zX//lT7XcnXo7Oxc9hWmkn2lq2Q+/1oe687jXip7Z2en35eamhr/FanW+6p8CYljuPNVnAYGBvxXbUoc452vLrWUxDGu9nWDO17BKpl6JZtpuR6v95jWO8/J9MzzXnpFr8SrWiVql+zHL2WlWUp87SYee/4xjI+PezU1Nf7xNTU1ed3d3V5NTc2iV3tb6mttpa/BRD+X+2+tr9a2Fsv1cKlfYxNfi/j5K43OfwWy9X59J/OqjUtlTnefVnsFysRsBdmr+TlW69dKvfK89PVrpa/7tf6sWs/3cQmJ70PzLVeHxO8KiWNay9d1wlpekZSIKBmO53leSitbRES0qv7+ftTW1qK7u3vB6fL9/f1obGz0zxKhlSXOmknmou6kE3t8e5tTJBJJ6mxHSo/a2locO3ZM5LpXFDz2K1gdHR1obm4G/4wkIim8+DkRURr09vYuec2cmpoaNDQ0+K8ARCtrb2/n1oEsxx4DLS0tYq80RjLi8TgXORRhv4LV2dmZ0pZ6IqI78YwpIqI0iMfjqKqqQl1dnX9NjcQ1chLXd+AveUuLx+P+NYEOHTqU8ivakXnY48Wqq6vR3NyMw4cPZzoKAYsuGk5mY7+CkzgDPPFKw0REErgwRUSUJvF4HC0tLejp6UEsFvNffShxMVVaWk9Pz4KtTaxV9mGPF4vFYqitrcXp06dFX22MiCgV9fX1aGxs5JNpRCSKC1NEREREBkqcUWnz9baIyByJV+3lNTGJSBoXpoiIiIiIiIiIKCN48XMiIiIiIiIiIsoILkwREREREREREVFG5GQ6QCa5rouRkREUFBTAcZxMxyEiIiIiIiIiUs/zPExNTaGiogKh0MrnRFm9MDUyMoLdu3dnOgYRERERERERUdY5e/Ysdu3ateL7WL0wVVBQAOB2oQoLCzOcJjWu62J0dBRlZWWrrkZmgud5uH79OvLz83l22jppqKGGjHNzczh79ix2796NcDic8uNJH3MQNdSQUZLp+bSQnhUyD2cldab//gWwz7Ywvc8aZoXIBNk0K5OTk9i9e7e/7rISqxemEt+0CwsLs2Jh6ubNmygsLDT2C7ioqCjTEdTTUEPTM7qui+npaRQVFYnNivQxB1FDDRklmZ5PgyBmhczDWUmNht+/APbZFib3WcusEGVaNs5KMovl2XGkZDzXdTEwMADXdTMdRS0NNdSScXh4WCyj9DEHUUMNGSWZnk8L6Vkh83BW7MA+24F9JiLNuDBFaeE4DioqKow8tVgLDTXUkrGsrEwso/QxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfSYizazeykfp4zgO8vLyMh1DNQ011JIxNzdXdJFG8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+E5FmPGOK0sJ1XZw6dYqnF6dAQw21ZBwaGhLd1iZ5zEHUUENGSabn00J6Vsg8nBU7sM92YJ+JSDOeMUVp4TgOKisr+cx7CjTUUEvG7du3i54xJXnMQdRQQ0ZJpufTQnpWyDycFTuwz3ZIR59nZmYwNze3ro91XRczMzO4efNm1lzQmSgIGmYlHA5jw4YNoo/JhSlKi8SWEFo/DTXUknHjxo2iizSSxxxEDTVklGR6Pi2kZ4XMw1mxA/tshyD7PDk5icuXL2N6enrdj+F5HlzXxdTUFH+uEK1Ay6zk5uZi69atKCwsFHk8LkxRWiROL967d6+xK7+m01BDLRkHBwexdetWkYzSxxxEDTVklGR6Pi2kZ4XMw1mxA/tsh6D6PDk5iXPnzmHLli3YunUrNmzYsK4/lj3Pw+zsLHJycoz+Y5so00yfFc/zMDMzg4mJCZw7dw4ARBanHM/zvJQfRanJyUkUFRVhYmJCbKUvU1zXxaVLl7Bt2zYjf+nwPA9zc3MIh8NGDpgGGmqoIePc3BzOnz+PHTt2IBwOp/x40sccRA01ZJRkej4tpGeFzMNZSZ3pv38B7LMtgupzLBbDhg0bsGvXrpQe1/Q/tolMoWVWPM/D8PAwZmZmEI1Gl3yftay3mPkTlLKO4zgIhUJGD5fpNNTQxoymP14Qj2l6n03PpwXrmP3YYzuwz3YIos8zMzOYnp5GUVERv36IaAHHcVBUVITp6WnMzMyk/HhcmKK04CuFpE5DDbVk5KvymfV40kzPpwVflS/7cVbswD7bIYg+Jy50Ln2RYyLKDonvDet9UYT5uDBFaREKhXhtgxRpqKGWjJWVlWIZpY85iBpqyCjJ9HxaSM8KmYezYgf22Q5B9plnSxHRUiS/N/AnFKVF4tUFLL6kWco01NDGjKY/XhCPaXqfTc+nBeuY/dhjO7DPdmCf16atrQ2O46C4uBjFxcVwHAfV1dVoaWnJdLS0Wq4ObW1ta3qc+vp6o2tXW1uL5ubmpN8/meNJ1G6p/zJZi7Ueqym4MEVp4XkeBgYG+MMyBRpqqCXj8PCw6CKN5DEHUUMNGSWZnk8L6Vkh83BW7MA+24F9XrtIJILx8XGMj4/D8zx0dnaiv78f1dXViMVimY63ZvF4HM3Nzf4iU7KLI0vV4fjx42hsbAw4cfocOXJE/HiuXLmyoHbz/2ttbRX9XGsRxLGmQ06mA5AdQqEQ9u3bl+kYqmmooZaMe/bsEd3WJnnMQdRQQ0ZJpufTQnpWyDycFTuwz3Zgn1NXU1OD7u5u1NfXo7m5Gd3d3ZmOlLR4PO6fKXP69GlEIhHE4/F1PVZNTQ06OztRXV2N/v5+1NTUyIbNgIaGhsAeOxKJBPbYK+np6UFzczMGBgYW3B/ksQaJv21SWnieh+npaT6LkwINNdSS8datW6JnD0kecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gc57e3t6OnpQU9PT6ajJK2lpQV1dXU4fPiwv1CSyoJJNBpFJBJBb2+vTECiVXBhitLC8zwMDQ3xh2UKNNRQS8YLFy6ILtJIHnMQNdSQUZLp+bSQnhUyD2fFDuyzHdhnOdFoFNFodNEZU4ltctXV1ejo6PDvj8fjaGxsRHFxMWpra9HS0oLq6mrU1tYCABobG9HR0YGOjg5UV1cvWPBa7jFXe9udOjo6UF9fvyBHKtsRY7EY4vE49u/f79+XOK7i4uIVr2HU3NyM+vr6Bff19/f7F8pubGxEW1vbguO7cxFwpc+13Mf39PSguroajuMs2sp25zWjurq6UFtb619Tq6ura20FStKdn3d+HVY6lvna2tr846qtrUVPTw8aGxtRX1+PWCzmX9cqcYbcUtfHWk89041b+SgtEq8UQuunoYZaMgbxqnxSgqihhoySTM+nBV+VL/txVuzAPtshnX2+PnMdQ1NDa/oYz/MwNzeHcDgcyKv8VRZUIn9DvtjjRaPRBQs7jY2NiMfjOH36NMbGxlBbW4v9+/ejpqYGLS0tKCkpwfj4ODo6OtDa2rpge1U8Hkd7ezvi8ThaW1tRV1e36mOu9LY7JXIePXoUnZ2dKCkpQWNjIxobG9HX17fmY09sEWtoaPA/XyJPd3c3SkpKcOjQIdTX1y+53bG5uRm1tbWIx+P+WVvt7e3+FrN4PI6WlhZ0d3ejtbUVhw4dWrAlbbXPtdTHNzY2oq6uDn19fYjFYqitrUVHRweampqWPMaxsTEcO3YMNTU16OnpQX19Pfr6+tK+bXGpY3n/+9+Pn/70pwBu17K3txednZ2IRqPo7e1FPB5HZ2cnurq60NLSsmgr353WU8+ltggGjQtTlBae5+HmzZvYtGkTX3J2nTTUUEtG6W1tksccRA01ZJRkej4tuC0k+3FW7MA+2yGdfR6aGsIfff+P1vxxnucFlu2xX3oMryh5hehjJs5AicVi6Orqwvj4OCKRCCKRCFpbW3H8+HHU1NTgxIkTOHnyJACgqakJzc3NiMViiEaj/mPFYjH/2k+rPWYkElnx890psTDV2trqf87Ozk4UFxcndY2oeDy+oC81NTVobm7G4cOHAdw+y2d+nvmP39PT4y+0zf/4aDSKjo4O/zFOnDiBY8eOLXifxMfNP8Mq2c9158d3dXWhubkZkUgENTU1qKmpWXFhZf6CVV1dHaLRKHp6eta8MHVn7YDbi5prWdRZrhbxeBwdHR0YGBjw+3pnrVez3nreecZbOvBpUEoLz/MwMjLCP3BSoKGGWjKOjo6KLkxJHnMQNdSQUZLp+bSQnhUyD2fFDuyzHdhnWbFYzF+k6O/vBwBUVVUteMW7xP1LKSkpWXC7rq5uwTWfVnrMtX6+xOeav+0usaCVzHa+SCQCz/P8//r6+vwFJQDo7e31rzk13/79+5e9QHxzczOOHz/uH2s8Hl9wUe75WefXKtnPtdTHz78vGo2uevH3jo4ONDY2prTt8c7aJV4dcy2Wq0VPTw8ikciCBc61SqWe6cYzpigtQqEQqqurMx1DNQ011JJx165dolv5JI85iBpqyCjJ9HxaSM8KmYezYgf22Q7ss5xYLIZYLLbgrJGampplt8XV1dX52+ja2tpQU1OzaCFgqcWF5R6zq6trxc93p1QWLpKxnlf3a2pqQktLC2KxGI4fP77oleKWuzB7sp9rqY9fy8Xea2trUVJS4l80PnE9sEwI8lX9UqlnunFhitLC8zxcv34d+fn5PI18nTTUUEvGGzduiJ49JHnMQdRQQ0ZJpufTQnpWyDycFTuwz3ZIZ58rCyrx2C89tqaPScc1pqS0tLQs2NpUU1Pjn/Wz1B/wifurq6sRjUb9bX0rWekxV/t8d0qcVXPixAl/i1ri4uUS10yqq6tDS0vLojy9vb3LXgQ9Eomgrq4OPT096OrqQnt7e2Cfa61isRj6+/sz8vvN2NhY0u9bU1ODeDy+aFvoWqSjnlL4NCilBbeEpE5DDbVkHB8fF12Ykt4aKF1DDRklmZ5PC+lZIfNwVuzAPtshnX3O35CPV5S8Ys3/7Svet66PS+Y/iQufJ86S6u/vR2dnp39/NBpFU1MTGhsb/S1fXV1daGtr8z/u4MGD6O7uRnt7e1KLSSs95mqfbyktLS3+dr94PO5fvFzibKrEIt2BAwf8Ba/GxkZEo9FFZ0LN19zcjM7OToyNjSV9baT1fq61SGxVS7zSYVdX14rbMlMRjUb9x47FYoteLW+1j53/dRCPx/0Lnifenri/p6dnye2I6ainFC5MUVqEQiHs2bOHW0JSoKGGWjJWVFSIbuWTPOYgaqghoyTT82khPStkHs6KHdhnO7DPaxePx/1rODmOg/r6ekSjUfT19S1a0Glvb0dNTQ1qa2tRXFyM9vZ2f7ElGo2isbER1dXVqK6uhuM4aGxsXPXzr/SYK71tKU1NTWhtbcWBAwdQVVWFaDS6YHEtVd3d3f6Wt6qqKpSUlKy61bChoQG9vb148MEHA/9caxGJRHD48GE0NzejuLjY/3xBbGdLvKpecXExmpub0dzcvKbFwkTf6+vr/a+DgwcPAoB/kfeqqiq0trYu+xhB11OK41n89Mnk5CSKioowMTGBwsLCTMdZl5uzN/Gz8Z/hzMQZ/PTCT3Hw3oOoLJI7lVWK53m4evUqtmzZwtPI10lDDTVknJubw+DgIPbs2YNwOJzy40kfcxA11JBRkun5tJCeFTIPZyV1ruvi0qVL2LZtm7ELAuyzHYLo882bN3H69GlUVVVh06ZNKeebnZ1FTk5OVn0ddnV14dChQwteca+/vx8HDhxAa2vrgld/s1FtbS1aW1vX/GpyNtM0K6t9j1jLeouZP0EpaVduXsHHn/o4vvj8F/Evo/+CgYm1vQpAunBLSOo01FBLxsnJSdFtbdJbA6VrqCGjJNPzaSE9K2Qezood2Gc7sM+Z8fTTTy8626ampgYPPvigkWelpFPi+khclKJkcGFKue3527EhtMG/fXbqbAbTLC8UCqGystLYZxM10FBDLRl37Nghuq1N8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+Z8bBgwf9C3wnXgGtq6sLJ06cSGo7XzZK1OHo0aPWnzFGyeN3LuXCoTB2btnp3x6aGspgmuV5noeJiQk+i5MCDTXUknFqakr07CHJYw6ihhoySjI9nxbSs0Lm4azYgX22A/ucGTU1Nejs7ER7ezuqqqpQXFyMo0eP4tixY9aeKdTT0wPHcdDT07PitY+I5svJdABKXWVhJQYnBgGYe8ZU4g+cgoIC4/fKmkpDDbVkvH79uugijeQxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfc6curo6axehltLQ0MDfHWjNuDCVBSoLXrrYefxmHFO3plCwsSCDiRYLhULYtWtXpmOopqGGWjKWl5eLbmuTPOYgaqghoyTT82khPStkHs6KHdhnO7DPRKQZf9vMArsLdi+4beJ2Pl6QMXUaaqglIy9+btbjSTM9nxa8+Hn246zYgX22A/tMRJpxYSoLVBZWLrh9dtK87Xye5+HGjRv8YZkCDTXUknF6elp0kUbymIOooYaMkkzPp4X0rJB5OCt2YJ/twD4TkWbcypcFinOLsXnDZsRn4wDMPGMqFAqhoqIi0zFU01BDLRnLyspEt/JJHnMQNdSQUZLp+bSQnhUyD2fFDuyzHdhnItKMv21mAcdxFlxnamjSvIUpz/Nw+fJlPouTAg011JIxHo+Lnj0kecxB1FBDRkmm59NCelbIPJwVO7DPdmCfiUgzLkxlid2FL11n6uzUWbiem8E0i3meh9nZWf6wTIGGGmrJODc3J7pII3nMQdRQQ0ZJpufTQnpWyDycFTuwz3bQ1ue5uTlcvHgRAwMDuHjxIubm5jIdiYgyiAtTWWL+BdBvzt3E5RuXM5hmsVAohO3bt3NLSAo01FBLxtLSUtGtfJLHHEQNNWSUZHo+LaRnhczDWbED+2wHLX0eGhrCo48+ip07d2L79u14+ctfju3bt2Pnzp149NFHMTSUmZ0fLS0tcBwHPT09Gfn8yero6EBtbS0cx0F1dTUaGxsRi8X8t9fW1qK5uTnQDPX19WhpaUn5cdKRta2tDY7joLi4GMXFxX7dJPKTLLO/c1HS5m/lA8zbzud5Hi5duqTmWRwTaaihloxjY2OiZw9JHnMQNdSQUZLp+bSQnhUyD2fFDuyzHUzv8+zsLP7gD/4A0WgUH//4x3Hx4kUAQJ7jAAAuXryIj3/846iqqsIHP/hBzM7OpjVfR0cHotEoOjs70/p516KtrQ0tLS04cuQIBgYG0N7ejpKSkgWLaUeOHEFjY2MGUyYvXVkjkQjGx8f9V63s7OxEf38/qqurFyzqUWZxYSpL7Nqya8Hts1PmvTIfERERERHZZXZ2Fg0NDXj88cfhui5em5+PT1dU4Id37UPfXfvww7v24dMVFXhtfj5c18VnP/tZPPDAA2lbnOrv70dJSQlaWlpw4sSJtHzO9WhpacGxY8fQ0NCAaDSKuro6tLe3o6mpyX+fhoYG1NXVZTDlYj09Paiurl50f6ay1tTUoLu7G9FodM1nbC13LJQ6LkxlifwN+SjNLfVvm/bKfI7jYNu2bXB+/qwIrZ2GGmrJWFJSIpZR+piDqKGGjJJMz6eF9KyQeTgrdmCf7WBynx955BE88cQTyHUcfKZiJ76wuxJvLSjEhp9n3eA4eGtBIb6wuxKfqdiJXMfBE088gUceeSQt+drb21FXV4e6ujrE43Gjt/NFIpFMR8ga7e3t6OnpMbrfNuHCVBapyH/pJWJN28rnui4uXLgA1zXrouyaaKihloxXrlwRyyh9zEHUUENGSabn00J6Vsg8nBU7sM92MLXPQ0NDePzxxwEAf7qjAnUFBSu+f11BAf50x+2/aR5//HGcPRv8LpATJ06gsbER0WgU0WgU7e3ti96nsbERbW1taG5uRnFxMaqrqxcsaLS0tPjXMKqtrUVPTw+am5tRX1+/4HH6+/v9xcOlPmYldXV1aG5uXvH97rz+03K5E2f+OI6zaDvdnY8xP/NSurq6Flz3qqura8Hnr6+vRywWg+M4cBwH8Xh8yc+TqEl1dTWKi4sXnc20Wg/WKtHv7u7ulI9lpY+j5HBhKovMX5gauTqCmbmZDKZZyHEc5OTkGPksjhYaaqglYzgcFj17SPKYg6ihhoySTM+nhfSskHk4K3Zgn+1gap87Ojr87XurLUol1BUU4DV5t7f1dXR0BJqvp6cH8Xjc31LW0NCw5KJCPB5HS0sLGhsbcfr0adTU1PgLJz09Pejq6sLp06fheR5aW1tRUlLiLyIlFi+A22fpNDQ0LPsxK+ns7EQkEkF9fb2/oNTf37/ixyyVu7GxEe3t7ejr60NfXx+6urpSqvPY2BiOHTsGz/PQ3t6+IFdnZyc6OzsRjUbheR48z1v2rK/Ex3V3d+P06dMYGxtbsLC3Ug/WKxqNLrjO1HqPZaWPo+RwYSqLzF+YcuHi3NVzGUyzkOM42Lp1q3E/LDXRUEMtGSORiOgijeQxB1FDDRklmZ5PC+lZIfNwVuzAPtvBxD7Pzc3hc5/7HADgvWvcgvbe4tvvf+zYMczNzQkne0liG1/CwYMHAWDJxamamhrU1dUhEomgubnZX9CIx+MYGxvzFynq6upQU1ODmpoaRKPRBYs+J06cwMGDB5f9mJVEIhF/Menw4cPo7+9HbW3tqmfn3Jk7Ho+jubkZkUjEzzkwMLBqrZbT1NTkZ6+rq0M0Gl3zmUz9/f3o6uryF34ikQg6OzvR29u74LGW60Eq5i8crvdYJGpgOy5MZZGd+TsX3DbpOlOu62JkZMS404s10VBDLRlHR0dFt7VJHnMQNdSQUZLp+bSQnhUyD2fFDuyzHUzs8+XLl/1X33vzluTOlkpIvP/Fixdx5coV8WwJXV1dC7ay1dTUIBKJLLmdb//+/f6/55/dVFdX51+Tsb6+fsFCUXNzM44fPw7g9uJLPB73L/q93MespqamBq2trRgYGEBDQ8Oi7XDJ5J5/XzQaXbA4sx4dHR1obGxEbW3tuhaLent7/QWp+fbv379gq91yPVivWCy2aEFwvceSag1sx4WpLFK+qRzhUNi/bdIr8zmOg7y8PKOexdFGQw21ZMzNzRU9e0jymIOooYaMkkzPp4X0rJB5OCt2YJ/tYGKfr169CgDIcxz/QufJ2ug4yPv5x0xNTYlnA146KypxrafEf4kLoN+5WLPcFrRIJIKBgQG0t7cjEon410ICbp9J09/fj1gshuPHj6OhoWHVj1mLI0eOIBaLrbiwtFRuyYuo19bWorOzE83Nzejr61v1zK+lJLswJpk7FoshFost2C643mORqIHtjFqYSlyIraurCy0tLQv2Zfb39/u3Y7HYgrfFYjG0tbWhq6sLbW1tKa/4ahUOhVGx2cwLoDuO41/cj9ZHQw21ZCwsLBRdpJE85iBqqCGjJNPzaSE9K2Qezood2Gc7mNjnLVu2AABueB5mPG9NH3vL83Dj5x9TkOS1qdYqcb2n8fHxBf/19fUBuL3tbi2amprQ2dmJ9vZ2/yypSCSCuro6/2/cO6+JtNTHLGeps3BisRgikUigr9Y3Nja2YqbEdaHmb4lcq7q6uiUX2Hp7e3H//fev+3FX0tLS4m8NBNZ/LFI1sJ1RC1ONjY0oKSlBQ0MDqqurF5xW2d7e7l/pvrm5GdFodMHHHT58GA0NDWhoaMChQ4cyEd8IlQWV/r9N28o3PDxs1OnF2miooZaMFy9eFN3WJnnMQdRQQ0ZJpufTQnpWyDycFTuwz3Ywsc9bt25FeXk5AOBbV9d21lPi/cvLy1FaWiqeLXFW1FIXz05cd2mp7XxLmX9yRDweR3d394K/VZubm9HZ2YmxsTF/4WK1j7lTf38/qqur0dLSgp6eHsRiMXR1deHQoUNobW1d49GvLBqNLjghZKWtgontdInraHV1dS266HfiAuOJmi+1wJZYIDpw4ID/volXSkycZSYlcZZUf38/Ojs7Uz6WZD6OVmfUwlRnZ+eC097mr/zW1tb6q9jd3d3+2+78wrb9QmO7C3f7/x67OYart65mMM1LHMdBQUGBUc/iaKOhhloy5ufni549JHnMQdRQQ0ZJpufTQnpWyDycFTuwz3Ywsc/hcBgPPfQQAODLa9zR8uXx2+9/6NAhhMPhld95HU6cOIFoNLrsGS7Nzc3+NaFWE41G0d3djaqqKn8r4LFjx/y3NzQ0oLe3Fw8++GDSH3OnmpoadHd3IxaLobGxEdXV1Th69CiOHTuGpqam5A88Cc3Nzejt7UVxcTGam5sXnRQyXyQSweHDh9Hc3Izi4mL/rKH5f8cnFvqqqqpWXERLfGxtbS2qqqpQUlLin72Wing87m/TTFzTKxqNoq+vb8FxrfdYkvk4Wp3jeWs8rzJN6uvr0djY6A9aR0fHkkPX0dGBzs7OBRdFq66uXrTItZTJyUkUFRVhYmIChYWFsgeQZq7r4tKlSxjGMP6090/9+//49X+Mu0vvzmAyIrMkZmXbtm0IhYxamycyCmeFaHWcE8pmN2/exOnTp1FVVYVNmzat6zGGhoZQVVUF13XxmYqdqEtiW17P1BQ+OHIOoVAIg4OD2L1796ofY7ra2lq0trZyqxetyvM8zM7OIicnx6iF5qWs9j1iLestxv0E7e/vR0tLC+rr6xcsRMXjcXR1dfnXn5r/8pxLWWkvbDabv5UPMGc7n+u6GBoaMur0Ym001FBLxvPnz4tua5M85iBqqCGjJNPzaSE9K2Qezood2Gc7mNrnyspKPPzwwwCAD58fQc8qFzLvmZrCh8+PAAAefvjhrFiUisfjiMViXJQiWkFOpgPcqaamBtFoFC0tLejq6vL3lDY1Nfmnw0WjUdTX12NgYGDZx1lqwWp6ehrT09P+7cnJSQC3v5Gb9k18rVzXhed5KN5YjPycfFyfuQ4AODNxxohj8zwPRUVF8DzPiDwaaaihlowFBQViGaWPOYgaasgoyfR8WkjPCpmHs5K6xO9fJtePfbZDEH1OfH0n/luvP//zP8eZM2fwxBNP4IMj5/Da/Hz8ViSCN28pwEbHwS3Pw7euTuHL43H84Mbtv2He/e5348///M9T+ryZFo/HEYlE8IlPfAKHDh1SfSyUXomvFdO/ZhLfG5ZbT1nL9yLjFqYA+C+ZWV9fj/HxcUQiEcRiMX9rXuKiY4lXIbjz7KixsbEl93QePXoUjz322KL7R0dHcfPmzUCOJV1c18XExAQ8z0NZThlevPEiAOCnl36KS5cuZTjdS27cuJHpCOppqKHJGV3XxczMDEZHR0W3XUgfcxA11JBRkun5TBfUrJB5OCvrN//3L9PnhH22g2SfZ2Zm4LouZmdnMTs7m9JjffnLX8aHPvQhtLe346nr1/HU9dsLUHmO47/6HgCEQiH8p//0n/Cnf3r70iSpft5M+sY3voH3vve9uO+++/DUU0+pPhZKH8/zMDc3BwDGb+WbnZ2F67q4cuUKNmzYsOjtU6ucITmfMdeY6unpQWNjI8bHxwHcvqh5dXW1f8GzAwcO+G9LXMBsfHwcY2NjaGxsXHBhtOLiYpw+fXrR4tRSZ0zt3r0b4+PjWXGNqdHRUZSVleH/ff7/xT8O/iMAYGN4I77wti8g5GT2l6XE6cWVlZXG/+JmKg011JBxdnYWzz33HO69917k5KS+Ni99zEHUUENGSabn00J6Vsg8nJXUzf/9y9Qass92CKLPN2/exODgYErXmJpvZmYGFy5cQEdHBz73uc/h4sWL/tvKy8vx0EMPoampKSu27xGlYmZmZsmFHtMkrjG1Z8+eZa8xVVxcnNQ1poz5TbOkpGTBvtv+/n5EIhHU1NQgHo8vuIJ/T08PGhoaEIlEFi0+xWIx7N+/f8kzpnJzc5Gbm7vo/lAolBU/qB3HQSgUQlWkCvj54uot9xYuXL+AXQW7Mp6tvLwc4XDY+JVfU2mooYaM4XAYJSUlCIfDInMvfcxB1FBDRkmm59NCelbIPJwVGYnfv0ydE/bZDkH0ORQKwXEc/79UeJ4Hx3Gwe/du/Mmf/Akee+wxXLlyBVNTUygoKEBpaWkgr75HpE1iVgDzz5hKfG9Y7mfgWn4uGrMwVVNTg4MHD6KjowPA7ZeLTJwFFYlEsH//frS1tSESiWBgYACdnZ3+x3Z2dqKlpQX3338/nn766QVvs9Gewj0Lbg9ODhqxMLV58+aMZtBOQw21ZMzLyxNd9JE85iBqqCGjJNPzaSE9K2Qezood2Gc7aOtzOBzGtm3bsG3btkxHISIDGLMwBcC/0DmABa/IB9xeuEpcY+pO0WjUP6Nq/mPYamfBTuQ4OZj1bu9jHpwYxC/v/OWMZnJd138pSVOfUTSdhhpqyTg8PIytW7eKbWuTPOYgaqghoyTT82khPStkHs6KHdhnOwTZZ0Ou/EJEhpH83sCfTlloQ2gDdhbs9G8PTg5mLszPOY6DiooKPvOeAg011JKxrKxM9IwpyWMOooYaMkoyPZ8W0rNC5uGs2IF9tkMQfU5srZuZmRF7TCLKHonvDRLbcLkwlaWqiqr8fw9ODGb8mQ5uCUmdhhpqyZibmyu6SCO9NVC6hhoySjI9nxbSs0Lm4azYgX22QxB93rBhA3Jzc/1XniQiSvA8DxMTE8jNzRW5ULtRW/lITlVhFb6NbwMApmamMHZzDKV5pRnL47ouBgYGUF1dzdPI10lDDbVkHBoaEt3KJ3nMQdRQQ0ZJpufTQnpWyDycFTuwz3YIqs9bt27FuXPnMDw8jKKiImzYsGFdi1+e52F2dhY5OTlcJCVagemz4nkeZmZmMDExgatXr2Lnzp2rf1ASuDCVpV5W+LIFt09PnM7owpTjOKisrDRyuLTQUEMtGbdv3y569pDkMQdRQw0ZJZmeTwvpWSHzcFbswD7bIag+J17i/fLlyzh37ty6H8fzPLiu67/SHxEtTcus5ObmYufOnf73iFRxYSpL3bkwdWbyDPZv35+hNC9tCaH101BDLRk3btwoukgjecxB1FBDRkmm59NCelbIPJwVO7DPdgiyz4WFhSgsLMTMzAzm5ubW9Riu6+LKlSsoLS3lmXtEK9AwK+FwWGT73nxcmMpS+RvyUZ5fjovXLwLI/AXQXdfFqVOnsHfvXmMHzHQaaqgl4+DgoOhWPsljDqKGGjJKMj2fFtKzQubhrNiBfbZDOvq8YcOGdf8x6rouNmzYgE2bNvHrkGgFts6KPUdqoT1Fe/x/D04MZiwHcPtZnOrqaj7zngINNdSScdeuXaJnTEkecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0owLU1msqvClV+a7dOMSrs1cy1gWx3GM3ydrOg01tDGj6Y8XxGOa3mfT82nBOmY/9tgO7LMd2Gci0owLU1ls/hlTQGa38yVOL3ZdN2MZtNNQQy0Zh4aGxDJKH3MQNdSQUZLp+bSQnhUyD2fFDuyzHdhnItKMC1NZbE/hngW3M7mdLxQK8doGKdJQQy0ZKysrxTJKH3MQNdSQUZLp+bSQnhUyD2fFDuyzHdhnItKM37myWCQ3gqKNRf7tTJ4xlXjZS8/zMpZBOw01tDGj6Y8XxGOa3mfT82nBOmY/9tgO7LMd2Gci0owLU1nMcZwF2/nOTJzJWBbP8zAwMMAflinQUEMtGYeHh0UXaSSPOYgaasgoyfR8WkjPCpmHs2IH9tkO7DMRacaFqSw3fzvf8NVhzMzNZCRHKBTCvn37eHpxCjTUUEvGPXv2iG5rkzzmIGqoIaMk0/NpIT0rZB7Oih3YZzuwz0SkGb9zZbn5C1Nz3hzOTp3NSA7P8zA9Pc1ncVKgoYZaMt66dUv07CHJYw6ihhoySjI9nxbSs0Lm4azYgX22A/tMRJpxYSrLVRVVLbidqetMeZ6HoaEh/rBMgYYaasl44cIF0UUayWMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESa5WQ6AAWrfHM5NoU34ebcTQCZW5hKvFIIrZ+GGmrJGMSr8kkJooYaMkoyPZ8WfFW+7MdZsQP7bAf2mYg042+bWS7khPCywpf5twfiAxnJ4Xkebty4wWdxUqChhloySm9rkzzmIGqoIaMk0/NpwW0h2Y+zYgf22Q7sMxFpxoUpC1RHqv1/n5k8g1l3Nu0ZPM/DyMgIf1imQEMNtWQcHR0VXaSRPOYgaqghoyTT82khPStkHs6KHdhnO7DPRKQZF6YsEC2K+v+ecWcycgH0UCiE6upqbglJgYYaasm4a9cu0a18ksccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg043cuC7w88vIFt2PxWNozeJ6Ha9eu8VmcFGiooZaM0tvaJI85iBpqyCjJ9HxacFtI9uOs2IF9tgP7TESacWHKAuWby5GXk+ffHphI/3WmuCUkdRpqqCXj+Pi46CKN9NZA6RpqyCjJ9HxaSM8KmYezYgf22Q7sMxFpxoUpC4ScEKqLXrrOVCYugB4KhbBnzx6eXpwCDTXUkrGiokJ0W5vkMQdRQw0ZJZmeTwvpWSHzcFbswD7bgX0mIs34ncsS0chL15k6O3UWM3Mzaf38nudhamqKz+KkQEMNtWSU3tYmecxB1FBDRkmm59OC20KyH2fFDuyzHdhnItKMC1OWmH8B9DlvDoOTg2n9/NwSkjoNNdSScXJyUnSRRnproHQNNWSUZHo+LaRnhczDWbED+2wH9pmINOPClCWqI9ULbqf7OlOhUAiVlZU8vTgFGmqoJeOOHTtEt7VJHnMQNdSQUZLp+bSQnhUyD2fFDuyzHdhnItKM37ksUZZXhoINBf7tdL8yn+d5mJiY4LM4KdBQQy0Zpbe1SR5zEDXUkFGS6fm04LaQ7MdZsQP7bAf2mYg048KUJRzHWXDWVLovgM4/cFKnoYZaMl6/ft3Y6y3xGlOpMz2fFtKzQubhrNiBfbYD+0xEmnFhyiLzrzM1cnUEN2ZvpO1zh0Ih7Nq1i6cXp0BDDbVkLC8vF93WJnnMQdRQQ0ZJpufTQnpWyDycFTuwz3Zgn4lIM37nssj8M6ZcuBicGEzb5+YFGVOnoYZaMvLi52Y9njTT82nBi59nP86KHdhnO7DPRKQZF6YsEo1EF9xO5wXQPc/DjRs3+MMyBRpqqCXj9PS06CKN5DEHUUMNGSWZnk8L6Vkh83BW7MA+24F9JiLNcjIdgNKnZFMJijcVY/zmOID0XgA9FAqhoqIibZ8vG2mooZaMZWVlotvaJI85iBpqyCjJ9HxaSM8KmYezYgf22Q7sMxFpxt82LTP/OlPpvAC653m4fPkyn8VJgYYaaskYj8dFzx6SPOYgaqghoyTT82khPStkHs6KHdhnO7DPRKQZF6Ys8/LIy/1/X7h+AVdvXU3L5/U8D7Ozs/xhmQINNdSScW5uTnSRRvKYg6ihhoySTM+nhfSskHk4K3Zgn+3APhORZlyYssz8M6YA4PTE6bR83lAohO3bt3NLSAo01FBLxtLSUtGtfJLHHEQNNWSUZHo+LaRnhczDWbED+2wH9pmINON3Lstk6gLonufh0qVLfBYnBRpqqCXj2NiY6NlDksccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg048KUZQo3FmJb3jb/djqvM0VERERERERENB8XpixUHan2/31q/FRanllxHAfbtm2D4ziBf65spaGGWjKWlJSIZZQ+5iBqqCGjJNPzaSE9K2Qezood2Gc7sM9EpBkXpiy0t3iv/+/x6XFcuXkl8M/pui4uXLgA13UD/1zZSkMNtWS8cuWKWEbpYw6ihhoySjI9nxbSs0Lm4azYgX22A/tMRJpxYcpC8xemAOBn4z8L/HM6joOcnBw+i5MCDTXUkjEcDouePSR5zEHUUENGSabn00J6Vsg8nBU7sM92YJ+JSDMuTFmoqrAKOaEc//ap8VOBf07HcbB161b+sEyBhhpqyRiJREQXaSSPOYgaasgoyfR8WkjPCpmHs2IH9tkO7DMRacaFKQttCG9AVWGVfzsdC1Ou62JkZISnF6dAQw21ZBwdHRXd1iZ5zEHUUENGSabn00J6Vsg8nBU7sM92YJ+JSDMuTFlq/na+05OnMTM3E+jncxwHeXl5fBYnBRpqqCVjbm6u6NlDksccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg048KUpfZGXlqYmnVncXrydKCfz3EcFBcX84dlCjTUUEvGwsJC0UUayWMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESacWHKUneV3LXgdtDb+VzXxfDwME8vToGGGmrJePHiRdFtbZLHHEQNNWSUZHo+LaRnhczDWbED+2wH9pmINOPClKVKN5WiOLfYvx30wpTjOCgoKOCzOCnQUEMtGfPz80XPHpI85iBqqCGjJNPzaSE9K2Qezood2Gc7sM9EpBkXpizlOM6C60ydige/MFVUVMQflinQUEMtGaUXaSSPOYgaasgoyfR8WvCPnOzHWbED+2wH9pmINOPClMXmL0xdvnEZYzfHAvtcrutiaGiIpxenQEMNtWQ8f/686LY2yWMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESacWHKYvMvgA4Eu52PF2RMnYYaasnIi5+b9XjSTM+nBS9+nv04K3Zgn+3APhORZlyYslg0EkXYCfu3X4y/GNjn4paQ1GmooZaMmzdvNvZ6S7zGVOpMz6eF9KyQeTgrdmCf7cA+E5FmXJiyWG44Fy8rfJl/+2fjPwvsc7mui8HBQZ5enAINNdSScWRkRHRbm+QxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfSYizbgwZbn515kaiA9g1p0N5PM4joOysjI+i5MCDTXUklF6W5vkMQdRQw0ZJZmeTwtuC8l+nBU7sM92YJ+JSDMuTFlu/nWmZtwZnJk8E8jn4ZaQ1GmooZaMeXl5oos00lsDpWuoIaMk0/NpIT0rZB7Oih3YZzuwz0SkGRemLDf/jCkAOBUP5gLorutiYGCApxenQEMNtWQcHh4W3dYmecxB1FBDRkmm59NCelbIPJwVO7DPdmCfiUgzLkxZrjy/HAUbC/zbPxsL5jpTjuOgoqKCz+KkQEMNtWSU3tYmecxB1FBDRkmm59OC20KyH2fFDuyzHdhnItKMC1OWcxwHdxXf5d8O6gLo3BKSOg011JIxNzdXdJFGemugdA01ZJRkej4tpGeFzMNZsQP7bAf2mYg048IU4RUlr/D/PXpjFJdvXBb/HK7r4tSpUzy9OAUaaqgl49DQkOi2NsljDqKGGjJKMj2fFtKzQubhrNiBfbYD+0xEmnFhirCveN+C2y+MvSD+ORzHQWVlJZ/FSYGGGmrJuH37dtGzhySPOYgaasgoyfR8WkjPCpmHs2IH9tkO7DMRacaFKUK0KIoNoQ3+7Z+O/VT8c3BLSOo01FBLxo0bN4ou0khvDZSuoYaMkkzPp4X0rJB5OCt2YJ/twD4TkWZcmCJsCG/AyyMv928HsTDlui5eeOEFnl6cAg011JJxcHBQdFub5DEHUUMNGSWZnk8L6Vkh83BW7MA+24F9JiLNuDBFABZeZ+rs1FlcvXVV9PEdx0F1dTWfxUmBhhpqybhr1y7Rs4ckjzmIGmrIKMn0fFpIzwqZh7NiB/bZDuwzEWnGhSkCsHBhyoMn/up8juMgFArxh2UKNNTQxoymP14Qj2l6n03PpwXrmP3YYzuwz3Zgn4lIMy5MEQDgruK7EJr35SC9nY+vFJI6DTXUkpGvymfW40kzPZ8WfFW+7MdZsQP7bAf2mYg048IUAQDyN+Rjd+Fu/7b0wlQoFMLevXsRCvFLbr001FBLxsrKSrGM0sccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg043cu8t1dcrf/74GJAczMzYg9tud5cF0XnueJPaZtNNTQxoymP14Qj2l6n03PpwXrmP3YYzuwz3Zgn4lIMy5MkW9fyT7/37PuLF6Mvyj22J7nYWBggD8sU6ChhloyDg8Piy7SSB5zEDXUkFGS6fm0kJ4VMg9nxQ7ssx3YZyLSjAtT5Jt/AXRAdjtfKBTCvn37eHpxCjTUUEvGPXv2iG5rkzzmIGqoIaMk0/NpIT0rZB7Oih3YZzuwz0SkGb9zka9kUwm25W/zb78w/oLYY3ueh+npaT6LkwINNdSS8datW6JnD0kecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0owLU7TA/OtMvTD2AlxP5pU9PM/D0NAQf1imQEMNtWS8cOGC6CKN5DEHUUMNGSWZnk8L6Vkh83BW7MA+24F9JiLNuDBFC8y/ztT12es4O3VW5HH5SiGp01BDLRn5qnxmPZ400/NpwVfly36cFTuwz3Zgn4lIM37nogXmnzEFAM+PPS/yuJ7n4caNG3wWJwUaaqglo/S2NsljDqKGGjJKMj2fFtwWkv04K3Zgn+3APhORZlyYogV2bN6Bwo2F/u0XxmSuM+V5HkZGRvjDMgUaaqgl4+joqOgijeQxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfSYizXIyHWC+np4eAEA8HsfTTz+NgwcPoqamBgAQi8XQ1dWFaDSKWCyGpqYmRCKRVd9Ga+M4Dl5R8gr84MIPAADPX3kenufBcZyUHjcUCqG6uloiorU01FBLxl27dolua5M85iBqqCGjJNPzaSE9K2Qezood2Gc7sM9EpJlRC1ONjY04efIk6urqMDY2hsbGRgwMDPhv6+vrA3B7IerQoUPo7Oxc9W20dneX3O0vTI1Pj+P8tfOo2FKR0mN6nofr168jPz8/5UUuW2mooZaM0tvaJI85iBpqyCjJ9HxacFtI9uOs2IF9tgP7TESaGfU0aGdnp3+GFIAFZ0TNF41G/bOrVnobrc8rt75ywe0fX/lxyo/JLSGp01BDLRnHx8dFF6aktwZK11BDRkmm59NCelbIPJwVO7DPdmCfiUgzoxam6urq/H93dnaiubkZwO0tfiUlJQvet6SkBP39/Su+jdZnd8FuFGwo8G//+HLqC1OhUAh79uzhlpAUaKihlowVFRWiW/kkjzmIGmrIKMn0fFpIzwqZh7NiB/bZDuwzEWlm1FY+AOjv78fx48dRX1+PpqYmALevObWUsbGxFd92p+npaUxPT/u3JycnAQCu68J13dSCZ5jruvA8T+w45m/n+/GVH2Nubi6l04I9z8PVq1exZcsWnl68ThpqqCHj3Nwcrl69itLSUpHHkz7mIGqoIaMk0/NpIT0rZB7OSuqkf/8KAvtsB9P7rGFWiEyQTbOylmMwbmGqpqYG0WgULS0t6OrqQkNDw7Lvu9yi1HJvO3r0KB577LFF94+OjuLmzZvriWsM13UxMTEBz/NEninZtWEXvjf7PQDAldkr+NGZH2FH/o6U8l28eBHl5eV8JmedNNRQQ8bZ2VmMjIxg06ZNyMlJ/Vug9DEHUUMNGSWZnk8L6Vkh83BWUif9+1cQ2Gc7mN5nDbNCZIJsmpWpqamk39fI3zQjkQgaGxtRX1+P8fFxRCKRRWdAjY2NIRKJrPi2Ox05cgSPPPKIf3tychK7d+9GWVkZCgsLAzmWdHFdF47joKysTOQL+PV5r8dXz37Vv30BF/CL234xpcfcvn17qrGsp6GGpmd0XRfhcFhsVgD5Yw6ihhoySjI9nwZBzAqZh7OSGunfv4LCPtvB5D5rmRWiTMumWdm0aVPS72vMwlRPTw8aGxsxPj4O4PZFzIHbFzevq6tDe3v7oo/Zv38/otHosm+7U25uLnJzcxfdHwqF1DcdABzHETuW3YW7UZhbiMlbt7c7Pj/2PN4Rfce6H8/zPExOTqKwsNDI04s10FBDLRmvXr2Kbdu2icyK9DEHUUMNGSWZnk8L6Vkh83BWZEj+/hUE9tkOGvps+qwQmSJbZmUt+Y050pKSkgUXP+/v70ckEvG39s0Xi8Wwf/9+RCKRFd9G6+c4Dn6h9Bf82z8Z+wlcb/37XD3Pw9TUFF8pJAUaaqgl4/Xr10VfoU7ymIOooYaMkkzPp4X0rJB5OCt2YJ/twD4TkWbGnDFVU1ODgwcPoqOjAwDQ3d2Nvr4+/+2dnZ1oaWnB/fffj6effhqdnZ1JvY3W75Wlr8S/nv9XAMDUrSkMTw2jsrByXY8VCoWwa9cuyXjW0VBDLRklr78gfcxB1FBDRkmm59NCelbIPJwVO7DPdmCfiUgzx7N4WX1ychJFRUWYmJjIimtMXbp0SXTLxbmr5/DIt1+6JtfvvPJ38I6q9W3n8zwP8XgckUjE2NOLTaehhhoyzs3NYWBgANXV1QiHwyk/nvQxB1FDDRklmZ5PC+lZIfNwVlIXxO9f0thnO5jeZw2zQmSCbJqVtay36D5SClTF5gpEciP+7Z9c+cm6H8vzPNy4cYOnF6dAQw21ZJyenhbd1iZ5zEHUUENGSabn00J6Vsg8nBU7sM92YJ+JSDMuTNGyFl1n6sr6rzMVCoVQUVGhftU3kzTUUEtGyVe5kD7mIGqoIaMk0/NpIT0rZB7Oih3YZzuwz0SkGb9z0YpeWfpK/99XZ65iaHJoXY/jeR4uX77MZ3FSoKGGWjLG43HRs4ckjzmIGmrIKMn0fFpIzwqZh7NiB/bZDuwzEWnGhSla0fyFKQD48ZUfr+txPM/D7Owsf1imQEMNtWScm5sTXaSRPOYgaqghoyTT82khPStkHs6KHdhnO7DPRKQZF6ZoRds3b0fJphL/9noXpkKhELZv387Ti1OgoYZaMpaWlopua5M85iBqqCGjJNPzaSE9K2Qezood2Gc7sM9EpBm/c9GKHMdZcNbUT678BHPu3Jofx/M8XLp0ic/ipEBDDbVkHBsbEz17SPKYg6ihhoySTM+nhfSskHk4K3Zgn+3APhORZlyYolXds/Ue/983Zm/gxfiLGUxDRERERERERNmCC1O0qnu33rvg9o8u/2jNj+E4DrZt2wbHcaRiWUdDDbVkLCkpEcsofcxB1FBDRkmm59NCelbIPJwVO7DPdmCfiUgzLkzRqkrzSrFzy07/9nOjz635MVzXxYULF+C6rmQ0q2iooZaMV65cEcsofcxB1FBDRkmm59NCelbIPJwVO7DPdmCfiUgzLkxRUn6x7Bf9f58aP4XrM9fX9PGO4yAnJ4fP4qRAQw21ZAyHw6JnD0kecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0owLU5SU+dv5XLj4yZWfrOnjHcfB1q1b+cMyBRpqqCVjJBIRXaSRPOYgaqghoyTT82khPStkHs6KHdhnO7DPRKQZF6YoKXeX3o0cJ8e/vdbrTLmui5GREZ5enAINNdSScXR0VHRbm+QxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfSYizbgwRUnJy8nD3uK9/u0fja5tYcpxHOTl5fFZnBRoqKGWjLm5uaJnD0kecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0owLU5S0V5W9yv/3+WvncfnG5aQ/1nEcFBcX84dlCjTUUEvGwsJC0UUayWMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESacWGKkvaqra9acHstZ025rovh4WGeXpwCDTXUkvHixYui29okjzmIGmrIKMn0fFpIzwqZh7NiB/bZDuwzEWnGhSlKWjQSxZYNW/zbz11+LumPdRwHBQUFfBYnBRpqqCVjfn6+6NlDksccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg048IUJS3khPDK0lf6t5+7/BxcL7lnZRzHQVFREX9YpkBDDbVklF6kkTzmIGqoIaMk0/NpwT9ysh9nxQ7ssx3YZyLSjAtTtCbzrzM1dWsKg5ODSX2c67oYGhri6cUp0FBDLRnPnz8vuq1N8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+E5FmXJiiNbl3670Lbj83mtx2Pl6QMXUaaqglIy9+btbjSTM9nxa8+Hn246zYgX22A/tMRJpxYYrWpHxzObblb/NvJ3sBdG4JSZ2GGmrJuHnzZmOvt8RrTKXO9HxaSM8KmYezYgf22Q7sMxFpxoUpWrNfLPtF/98/Hf8pbszeWPVjXNfF4OAgTy9OgYYaask4MjIiuq1N8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+E5FmXJiiNZu/MDXrzuLHl3+86sc4joOysjI+i5MCDTXUklF6W5vkMQdRQw0ZJZmeTwtuC8l+nBU7sM92YJ+JSDMuTNGa3bP1HuQ4Of7tZ0efXfVjuCUkdRpqqCVjXl6e6CKN9NZA6RpqyCjJ9HxaSM8KmYezYgf22Q7sMxFpxoUpWrO8nDzcXXq3f/uZS8/A87wVP8Z1XQwMDPD04hRoqKGWjMPDw6Lb2iSPOYgaasgoyfR8WkjPCpmHs2IH9tkO7DMRacaFKVqXV297tf/vyzcuY/jq8Irv7zgOKioq+CxOCjTUUEtG6W1tksccRA01ZJRkej4tuC0k+3FW7MA+24F9JiLNuDBF6/LqslcvuP3spWdXfH9uCUmdhhpqyZibmyu6SCO9NVC6hhoySjI9nxbSs0Lm4azYgX22A/tMRJpxYYrWZeeWndiWt82//cylZ1Z8f9d1cerUKZ5enAINNdSScWhoSHRbm+QxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfSYizbgwReviOM6C7Xw/Hfsprs9cX/H9Kysr+SxOCjTUUEvG7du3i549JHnMQdRQQ0ZJpufTQnpWyDycFTuwz3Zgn4lIMy5M0brNX5ia8+bwb5f/bdn35ZaQ1GmooZaMGzduFF2kkd4aKF1DDRklmZ5PC+lZIfNwVuzAPtuBfSYizbgwRev2ytJXYkNog397pe18ruvihRde4OnFKdBQQy0ZBwcHRbe1SR5zEDXUkFGS6fm0kJ4VMg9nxQ7ssx3YZyLSjAtTtG6bcjbhF0p/wb/9zOgz8Dxvyfd1HAfV1dV8FicFGmqoJeOuXbtEzx6SPOYgaqghoyTT82khPStkHs6KHdhnO7DPRKQZF6YoJfNfnW/85jjOTJ5Z8v0cx0EoFOIPyxRoqKGNGU1/vCAe0/Q+m55PC9Yx+7HHdmCf7cA+E5FmXJiilNy37b4Ft58dfXbJ9+MrhaROQw21ZOSr8pn1eNJMz6cFX5Uv+3FW7MA+24F9JiLNuDBFKdmxZQe252/3bz976dkl3y8UCmHv3r0Ihfglt14aaqglY2VlpVhG6WMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESa8TsXpWz+WVMvjL2Aq7euLnofz/Pguu6y16Ci1WmooY0ZTX+8IB7T9D6bnk8L1jH7scd2YJ/twD4TkWZcmKKU3Vf+0sKUCxf9l/oXvY/neRgYGOAPyxRoqKGWjMPDw6KLNJLHHEQNNWSUZHo+LaRnhczDWbED+2wH9pmINOPCFKXsF0p+AZvCm/zbfRf7Fr1PKBTCvn37eHpxCjTUUEvGPXv2iG5rkzzmIGqoIaMk0/NpIT0rZB7Oih3YZzuwz0SkGb9zUco2hDcs2M737KVnMTM3s+B9PM/D9PQ0n8VJgYYaasl469Yt0bOHJI85iBpqyCjJ9HxaSM8KmYezYgf22Q7sMxFpxoUpElFbXuv/++bcTfz4yo8XvN3zPAwNDfGHZQo01FBLxgsXLogu0kgecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0owLUyTivm33ITTvy+nO7Xx8pZDUaaihlox8VT6zHk+a6fm04KvyZT/Oih3YZzuwz0SkGb9zkYgtG7fg7tK7/du9F3sXPGPjeR5u3LjBZ3FSoKGGWjJKb2uTPOYgaqghoyTT82nBbSHZj7NiB/bZDuwzEWnGhSkSM38739jNMZyePO3f9jwPIyMj/GGZAg011JJxdHRUdJFG8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+E5FmXJgiMfvL9y+43Xuh1/93KBRCdXU1Ty9OgYYaasm4a9cu0W1tksccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg043cuElO+uRy7C3b7t3svvrQw5Xkerl27xmdxUqChhloySm9rkzzmIGqoIaMk0/NpwW0h2Y+zYgf22Q7sMxFpxoUpEjX/rKkzk2dw+cZlANwSIkFDDbVkHB8fF12kkd4aKF1DDRklmZ5PC+lZIfNwVuzAPtuBfSYizbgwRaLmX2cKeOmsqVAohD179vD04hRoqKGWjBUVFaLb2iSPOYgaasgoyfR8WkjPCpmHs2IH9tkO7DMRacbvXCSqOlKNSG7Ev524zpTneZiamuKzOCnQUEMtGaW3tUkecxA11JBRkun5tOC2kOzHWbED+2wH9pmINOPCFIkKOaEFZ0395MpPcG3mGreECNBQQy0ZJycnRRdppLcGStdQQ0ZJpufTQnpWyDycFTuwz3Zgn4lIMy5Mkbj515ma8+bQd7EPoVAIlZWVPL04BRpqqCXjjh07RLe1SR5zEDXUkFGS6fm0kJ4VMg9nxQ7ssx3YZyLSjN+5SNy9W+9FXk6ef/up80/B8zxMTEzwWZwUaKihlozS29okjzmIGmrIKMn0fFpwW0j246zYgX22A/tMRJpxYYrEbQhvQM22Gv/2Mxeewenh03juuedw4cIFzM3NZTCdXhr+SNSS8fr168Zeb4nXmEqd6fm0kJ4VMg9nxQ7ssx3YZyLSLCfTASg7vXbHa/Hks08i9o0YTj95Gl+Of9l/W3l5OR566CE0NTWhsrIygyl1CYVC2LVrV6ZjrEhLxvLyctFtbZLHHEQNNWSUZHo+LaRnhczDWbED+2wH9pmINONvmyRudnYWf/OJv8E/HPoHPH/iedyM3wQA5DkOAODixYv4+Mc/jqqqKnzwgx/E7OxsJuOqoeGilloy8uLnZj2eNNPzacGLn2c/zood2Gc7sM9EpBkXpkjU7OwsHnjgAfzlf/9LeK6H1+bn49MVFfjhXfvQd9c+/PCuffh0RQVem58P13Xx2c9+Fg888AAXp5LgeR5u3Lhh9C8cWjJOT0+LLtJIHnMQNdSQUZLp+bSQnhUyD2fFDuyzHdhnItKMC1Mk6pFHHsETTzyBXMfBZyp24gu7K/HWgkJs+PnZUhscB28tKMQXdlfiMxU7kes4eOKJJ/DII49kOLn5QqEQKioqjN5WoyVjWVmZ6FY+yWMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESa8TsXiRkaGsLjjz8OAPjTHRWoKyhY8f3rCgrwpzsqAACPP/44zp49G3hGzTzPw+XLl41+JkxLxng8Lnr2kOQxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfSYizbgwRWI6Ojrgui5em5+/6qJUQl1BAV6Td3tbX0dHR8AJdfM8D7Ozs0b/wqEl49zcnOgijeQxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfSYizbgwRSLm5ubwuc99DgDw3khkTR/73uLb73/s2DHMzc0JJ8seoVAI27dvN/oUbS0ZS0tLRbe1SR5zEDXUkFGS6fm0kJ4VMg9nxQ7ssx3YZyLSjN+5SMTly5dx8eJFAMCbtyR3tlRC4v0vXryIK1euiGfLFp7n4dKlS0Y/E6Yl49jYmOjZQ5LHHEQNNWSUZHo+LaRnhczDWbED+2wH9pmINOPCFIm4evUqACDPcfwLnSdro+Mg7+cfMzU1JZ6NiIiIiIiIiMyUk+kAlB22bNkCALjheZjxvDUtTt3yPNz4+bM7BUlem8pGjuNg27ZtmY6xIi0ZS0pK4KxxAXWlx5M85iBqqCGjJNPzaSE9K2Qezood2Gc7sM9EpBnPmCIRW7duRXl5OQDgW1fXdtZT4v3Ly8tRWloqni1buK6LCxcuwHXdTEdZlpaMV65cEcsofcxB1FBDRkmm59NCelbIPJwVO7DPdmCfiUgzLkyRiHA4jIceeggA8OV4fE0f++Xx2+9/6NAhhMNh4WTZw3Ec5OTkGH32gpaM4XBY9IwpyWMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESacWGKxDQ1NSEUCuGp69fRk+S1onqmpvCDG9cRCoXQ1NQUcELdHMfB1q1bjf6FQ0vGSCQiukgjecxB1FBDRkmm59NCelbIPJwVO7DPdmCfiUgzLkyRmMrKSjz88MMAgA+fH1l1capnagofPj8CAHj44Yexe/fuwDNq5rouRkZGjD5FW0vG0dFR0W1tksccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg048XPSdSnPvUpnDlzBk888QQ+OHIOr83Px29FInjzlgJsdBzc8jx86+oUvjwexw9uXAcAvPvd78anPvWpDCc3n+M4yMvLM/qZMC0Zc3NzRc8ekjzmIGqoIaMk0/NpIT0rZB7Oih3YZzuwz0SkGRemSFROTg6+8pWv4JFHHsHjjz+Op65fx1PXby9A5TmO/+p7ABAKhfDwww/jU5/6FHJy+KW4GsdxUFxcnOkYK9KSsbCwUHSRRvKYg6ihhoySTM+nhfSskHk4K3Zgn+3APhORZtzKR+JycnLwmc98BoODg3j00Uf9V+tLLEptimzC3Qfvxn/9n/8Vn/nMZ7golSTXdTE8PGz0KdpaMl68eFF0W5vkMQdRQw0ZJZmeTwvpWSHzcFbswD7bgX0mIs24IkCB2b17Nz72sY/hj//4j3H58mWcP38efzf6d/jh9R8iFA7hdOg0rs9cR/6G/ExHVcFxHBQUFBh99oKWjPn5+aJnTEkecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0oxnTFHgwuEwysvL8epXvxpvv/ftCIVvf9nNuDPovdib4XR6OI6DoqIio3/h0JJRepFG8piDqKGGjJJMz6cF/8jJfpwVO7DPdmCfiUgzoxam+vv70dbWhra2NjQ2NiIejy94W39/PwAgFov5/07cbmtrQ1dXF9ra2hZ8HJnBdV0MDQ3h3tJ7kZ/z0hlS3zv3vQym0iVRQ5NP0daS8fz586Lb2iSPOYgaasgoyfR8WkjPCpmHs2IH9tkO7DMRaWbUwlRPTw8OHz6Mw4cP4/7778eBAwf8t7W3t6O2thaO46C5uRnRaNR/W2NjIw4fPoyGhgY0NDTg0KFDmYhPK0hckHFjzka8Zsdr/Pufu/wcJm9NZjCZHokamvxMmJaMQVz83NTHC+IxTe+z6fm04MXPsx9nxQ7ssx3YZyLSzJiFqf7+fhw9etS/3dDQgP7+fsRiMQBAbW0txsfHMT4+ju7ubkQiEQDw354QjUbR09OTttyUnPlbQn6p4pf8++e8OXx/5PsZTKaHhm01WjJu3rzZ2Ost8RpTqTM9nxbSs0Lm4azYgX22A/tMRJoZszBVU1ODY8eO+bcT2/FKSkr8+yKRiL8gldDT07PgfRIfM3+rH2We67oYHByE67q4p/QeFG0s8t/23eHvZjCZHvNraCotGUdGRkS3tUkecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0syYhSng9llSCcePH0ddXZ2/EBWPx9HV1YWuri60tLT4Z0otdz2psbGxoOPSGjiOg7KyMjiOg3AojF/e+cv+216Mv4jzV89nMJ0O82toKi0Zpbe1SR5zEDXUkFGS6fm04LaQ7MdZsQP7bAf2mYg0y8l0gKUkFqH6+vr8+5qamvxFqmg0ivr6egwMDKz4GHeanp7G9PS0f3ty8va1jVzXVf/sguu68DzP6OPIy8uD53nwPA+/vPOX8fexv/ff9p3h7+DBux7MYDod5tfQVKZn9DwPmzZtEp0X6WMOooYaMkoyPZ8GQcwKmYezkhoNv38B7LMtTO6zllkhyrRsmpW1HIORC1MtLS0LriMF3L6WVE1NDYDbC1OxWAyxWAyRSGTR2VFjY2OLtvwBwNGjR/HYY48tun90dBQ3b94UPYZ0c10XExMT8DwPoZBRJ8IBeGlLSEVFBUKhEPK8PJRtLMPI9REAwMnYSbyp6E18lmcFd9bQRBoyzs7O4tSpU5ibm0NOTurfAqWPOYgaasgoyfR8WkjPCpmHs5I603//AthnW5jeZw2zQmSCbJqVqamppN/X8QxbUm9ra0NDQwOi0ah/1lMsFsOBAwcwPj4O4PbZUMXFxRgfH8fY2BgaGxsXnF1VXFyM06dPL1qcWuqMqd27d2N8fByFhYWBH1uQXNfF6OgoysrKjPwC9jwPN2/exKZNm/zFp68PfB1f+umX/Pf5o9f/EV5R8opMRTTeUjU0jYaMc3NzOHfuHHbu3IlwOJzy40kfcxA11JBRkun5tJCeFTIPZyV1pv/+BbDPtjC9zxpmhcgE2TQrk5OTKC4uxsTExKrrLUY9BdrV1YWamhp/UerEiRNoampCNBpFa2ur/349PT1oaGhY8mLosVgM+/fvX/KMqdzcXOTm5i66PxQKqW86cHtvucnHsnnz5gW3f3nXL+PLL3wZHm6vjf7zyD/jF7b+QiaiqXFnDU2kIeOmTZsQDofFZkX6mIOooYaMkkzPp4X0rJB5OCupM/33L4B9toXpfdYwK0QmyJZZWUt+Y440FouhsbER9fX1/gVXW1paANx+Nb79+/ejra0NHR0dePrpp9HZ2el/bGdnJ1paWtDV1YX29vYFbyMzuK6LU6dOLdhnWppXinu23uPf/peRf8HM3Ewm4qmwVA1NoyXj0NCQ6CvUSR5zEDXUkFGS6fm0kJ4VMg9nxQ7ssx3YZyLSzLitfOk0OTmJoqKipE4tM53rurh06RK2bdtm5Mqq53m4desWNm7cuOD04u+c/Q7+8od/6d/+g9o/wOt2vC4TEY23XA1NoiFjEFv5JI85iBpqyCjJ9HxacCtf9uOspM70378A9tkWpvdZw6wQmSCbZmUt6y26j5TUcBwHubm5i35QvmbHa5Abfml75T8N/1O6o6mxXA1NoiWj5C9t0sccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg048IUpYXrunjhhRcWnV6cl5OH+7ff799+9tKzmLw1me54KixXQ5NoyTg4OCi6rU3ymIOooYaMkkzPp4X0rJB5OCt2YJ/twD4TkWZcmKK0cBwH1dXVSz6L88adb/T/PefN4Z+H/zmd0dRYqYam0JJx165domcPSR5zEDXUkFGS6fm0kJ4VMg9nxQ7ssx3YZyLSjAtTlBaJVxZY6oflq8pehZJNJf7tb539Fiy+9NmyVqqhKWzMaPrjBfGYpvfZ9HxasI7Zjz22A/tsB/aZiDTjwhSlxUqvFBJyQnjTrjf5t4emhnB64nQ646mg4dVWtGTkq/KZ9XjSTM+nBV+VL/txVuzAPtuBfSYizbgwRWkRCoWwd+/eZV9Z4Fd3/+qC2986+600pNJltRqaQEvGyspKsYzSxxxEDTVklGR6Pi2kZ4XMw1mxA/tsB/aZiDTjdy5KC8/z4Lruslv0tm/ejrtL7vZv//O5f8atuVvpiqfCajU0gY0ZTX+8IB7T9D6bnk8L1jH7scd2YJ/twD4TkWZcmKK08DwPAwMDK/6wfEvlW/x/X5+9jh9c+EE6oqmRTA0zTUvG4eFh0UUayWMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESacWGK0iIUCmHfvn0rnl78mu2vwabwJv/2t89+O/hgiiRTw0zTknHPnj2i29okjzmIGmrIKMn0fFpIzwqZh7NiB/bZDuwzEWnG71yUFp7nYXp6esVncTblbMIbdr7Bv/3c5edw6fqldMRTIZkaZpqWjLdu3RI9e0jymIOooYaMkkzPp4X0rJB5OCt2YJ/twD4TkWZcmKK08DwPQ0NDq/6wvPMi6Dxr6iXJ1jCTtGS8cOGC6CKN5DEHUUMNGSWZnk8L6Vkh83BW7MA+24F9JiLNuDBFaZHsK4XsjezFri27/NvfPvttuB5f9hbQ8WorWjLyVfnMejxppufTgq/Kl/04K3Zgn+3APhORZvzORWnheR5u3Lix6rM4juMsOGvqys0r+NHojwJOp0OyNcwkLRmlt7VJHnMQNdSQUZLp+bTgtpDsx1mxA/tsB/aZiDTjwhSlhed5GBkZSeqH5a/s+hWEnbB/++TQySCjqbGWGmaKloyjo6OiizSSxxxEDTVklGR6Pi2kZ4XMw1mxA/tsB/aZiDTjwhSlRSgUQnV1dVKnFxflFuH+7ff7t3sv9GLs5liQ8VRYSw0zRUvGXbt2iW5rkzzmIGqoIaMk0/NpIT0rZB7Oih3YZzuwz0SkGb9zUVp4nodr164l/SxO/cvq/X+7cPGtoW8FFU2NtdYwE7RklN7WJnnMQdRQQ0ZJpufTgttCsh9nxQ7ssx3YZyLSjAtTlBZr3RLyytJXYsfmHf7tk0Mnrb8IuoZtNVoyjo+Piy7SSG8NlK6hhoySTM+nhfSskHk4K3Zgn+3APhORZlyYorQIhULYs2dP0qcXO46DA5UH/NtXbl7BM5eeCSqeCmutYSZoyVhRUSG6rU3ymIOooYaMkkzPp4X0rJB5OCt2YJ/twD4TkWb8zkVp4Xkepqam1vQszpt2vwk5oRz/ds+ZniCiqbGeGqablozS29okjzmIGmrIKMn0fFpwW0j246zYgX22A/tMRJpxYYrSYj1bQgo3FuJ1O17n337m0jMYvT4aRDwVNGyr0ZJxcnJSdJFGemugdA01ZJRkej4tpGeFzMNZsQP7bAf2mYg048IUpUUoFEJlZeWaTy+efxF0Dx6+OfRN6WhqrLeG6aQl444dO0S3tUkecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0ozfuSgtPM/DxMTEmp/F2Ve8D7u27PJvf+vstzDrzkrHU2G9NUwnLRmlt7VJHnMQNdSQUZLp+bTgtpDsx1mxA/tsB/aZiDTjwhSlxXr/wHEcZ8FZU+PT4+i92CsdTwUNfyRqyXj9+nVjr7fEa0ylzvR8WkjPCpmHs2IH9tkO7DMRacaFKUqLUCiEXbt2rev04jfueiM2hjb6t//x9D9KRlMjlRqmi5aM5eXlotvaJI85iBpqyCjJ9HxaSM8KmYezYgf22Q7sMxFpxu9clBapXJBx84bNeOOuN/q3nx97Hmcmz0jGU0HDRS21ZOTFz816PGmm59OCFz/PfpwVO7DPdmCfiUgzLkxRWniehxs3bqz7h+Xb97x9we1vDH5DIpYqqdYwHbRknJ6eFl2kkTzmIGqoIaMk0/NpIT0rZB7Oih3YZzuwz0SkGRemKC1CoRAqKirWfXpxZWEl7i6527/93eHv4uqtq1LxVEi1humgJWNZWZnotjbJYw6ihhoySjI9nxbSs0Lm4azYgX22A/tMRJrxOxelhed5uHz5ckrP4ryj6h3+v2+5t/Cts9+SiKaGRA2DpiVjPB4XPXtI8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+E5FmXJiitPA8D7Ozsyn9sNxfvh+lm0r9208OPgnXcyXiqSBRw6BpyTg3Nye6SCN5zEHUUENGSabn00J6Vsg8nBU7sM92YJ+JSDMuTFFahEIhbN++PaXTi8OhMOpfVu/fvnTjEvov9kvEU0GihkHTkrG0tFR0W5vkMQdRQw0ZJZmeTwvpWSHzcFbswD7bgX0mIs34nYvSwvM8XLp0KeVncQ687AA2hDb4t/9x8B9TjaaGVA2DpCXj2NiY6NlDksccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg048IUqVK4sRBvqHiDf/u5y8/h7NTZDCYiIiIiIiIiovXiwhSlheM42LZtGxzHSfmx3lb1tgW3//G0HWdNSdYwKFoylpSUiGWUPuYgaqghoyTT82khPStkHs6KHdhnO7DPRKQZF6YoLVzXxYULF+C6qV+sPFoUxStKXuHf/s7wdzAxPZHy45pOsoZB0ZLxypUrYhmljzmIGmrIKMn0fFpIzwqZh7NiB/bZDuwzEWnGhSlKC8dxkJOTI/Yszq9V/Zr/7xl3Bj1nekQe12TSNQyClozhcFj07CHJYw6ihhoySjI9nxbSs0Lm4azYgX22A/tMRJpxYYrSwnEcbN26VeyH5f7t+1GeX+7f/sbgNzAzNyPy2KaSrmEQtGSMRCKiizSSxxxEDTVklGR6Pi2kZ4XMw1mxA/tsB/aZiDTjwhSlheu6GBkZETu9OOSE8M7oO/3bE7cm8M/n/lnksU0lXcMgaMk4Ojoquq1N8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+E5FmXJiitHAcB3l5eaLP4rxp15uwecNm//bfxf4uq18iN4gaStOSMTc3V/TsIcljDqKGGjJKMj2fFtKzQubhrNiBfbYD+0xEmnFhitLCcRwUFxeL/rDMy8lDXWWdf3v46jB+OPpDscc3TRA1lKYlY2FhoegijeQxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfSYizbgwRWnhui6Gh4fFTy9+e9XbkePk+Lf/LvZ3oo9vkqBqKElLxosXL4pua5M85iBqqCGjJNPzaSE9K2Qezood2Gc7sM9EpBkXpigtHMdBQUGB+LM4JZtK8PqK1/u3n7v8HM5MnhH9HKYIqoaStGTMz88XPXtI8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+E5FmXJiitHAcB0VFRYH8sPz16K8vuP31ga+Lfw4TBFlDKVoySi/SSB5zEDXUkFGS6fm04B852Y+zYgf22Q7sMxFpxoUpSgvXdTE0NBTI6cV7ivbg3q33+re/d+57GL0+Kv55Mi3IGkrRkvH8+fOi29okjzmIGmrIKMn0fFpIzwqZh7NiB/bZDuwzEWnGhSlKi6AvyPju6nf7/3bhZuW1pjRc1FJLRl783KzHk2Z6Pi148fPsx1mxA/tsB/aZiDTjwhSlRdBbQu7Zeg+iRVH/9jeHvomJ6YlAPlemaNhWoyXj5s2bjb3eEq8xlTrT82khPStkHs6KHdhnO7DPRKQZF6YoLVzXxeDgYGCnFzuOg998+W/6t2+5t/CNwW8E8rkyJegaStCScWRkRHRbm+QxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfSYizbgwRWnhOA7KysoCfRbn/u33Y8fmHf7tbwx+AzdmbwT2+dItHTVMlZaM0tvaJI85iBpqyCjJ9HxacFtI9uOs2IF9tgP7TESacWGK0iIdW0JCTgjvqn6Xf/vqzFWcHDoZ2OdLNw3barRkzMvLE12kkd4aKF1DDRklmZ5PC+lZIfNwVuzAPtuBfSYizbgwRWnhui4GBgYCP734jTvfiOJNxf7tv4v9HWbmZgL9nOmSrhqmQkvG4eFh0W1tksccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg048IUpYXjOKioqAj8WZwN4Q34tapf82+P3xzHP537p0A/Z7qkq4ap0JJRelub5DEHUUMNGSWZnk8LbgvJfpwVO7DPdmCfiUgzLkxRWqRzS0jdy+qwecNm//b/9+L/hzl3LvDPGzQN22q0ZMzNzRVdpJHeGihdQw0ZJZmeTwvpWSHzcFbswD7bgX0mIs24MEVp4bouTp06lZbTi/Ny8vD2PW/3b1+6fgnfG/le4J83aOms4XppyTg0NCS6rU3ymIOooYaMkkzPp4X0rJB5OCt2YJ/twD4TkWZcmKK0cBwHlZWVaXsW551V78Sm8Cb/9ldPfRWup/sHdbpruB5aMm7fvl307CHJYw6ihhoySjI9nxbSs0Lm4azYgX22A/tMRJpxYYrSIt1bQrZs3IJ3VL3Dv33+2nl8f+T7afncQdGwrUZLxo0bN4ou0khvDZSuoYaMkkzPp4X0rJB5OCt2YJ/twD4TkWZcmKK0cF0XL7zwQlpPL35nNLvOmspEDddKS8bBwUHRbW2SxxxEDTVklGR6Pi2kZ4XMw1mxA/tsB/aZiDTjwhSlheM4qK6uTuuzOIUbC/HWPW/1b5+7eg5PnX8qbZ9fWiZquFZaMu7atUv07CHJYw6ihhoySjI9nxbSs0Lm4azYgX22A/tMRJpxYYrSwnEchEKhtP+w/PXor2NjaKN/W/NZU5mq4VrYmNH0xwviMU3vs+n5tGAdsx97bAf22Q7sMxFpxoUpSotMvVJIUW4R6l5W598emhrC0xeeTmsGKRpebUVLRr4qn1mPJ830fFrwVfmyH2fFDuyzHdhnItKMC1OUFqFQCHv37kUolP4vuXdVvwsbQhv8210/61J51lQma5gsLRkrKyvFMkofcxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0iwnlQ+enJxEb28v4vE4xsbGUFJSgkgkgv3796OwsFAqI2UBz/Pgui4cx0n7KcbFm4pRV1mH/zX4vwDcPmvqX0f+Fb+085fSmiNVmaxhsjRl9DxP9PGkjjmIGmrIKMn0fFpIzwqZh7NiB/bZDuwzEWm25iX1yclJHDlyBHv37kVxcTHq6urQ0NCApqYmNDQ0oK6uDsXFxdi7dy9+//d/H1NTU0HkJmU8z8PAwEDG/sD5zZf/5oJrTXX+rBNz7lxGsqxXpmuYDC0Zh4eHRRemJI85iBpqyCjJ9HxaSM8KmYezYgf22Q7sMxFptqaFqfe///0oLi5GX18fDh8+jN7eXoyPj8N1Xf+/gYEB9Pb2oqmpCS+++CIikQh+//d/P6j8pEQoFMK+ffsydnpxZFMEb696u3975NoIvjfyvYxkWa9M1zAZWjLu2bNHdFub5DEHUUMNGSWZnk8L6Vkh83BW7MA+24F9JiLNkv7O9da3vhVjY2N48cUX8eSTT+LQoUO47777UFRUtOD9qqqqcN999+HDH/4wnnzySVy5cgWu6+Jtb3sbJicnxQ+AdPA8D9PT0xl9Fuc3qn8Dm8Kb/NudP+vErDubsTxrZUINV6Ml461bt0TPHpI85iBqqCGjJNPzaSE9K2Qezood2Gc7sM9EpFlSC1MnT55ES0sLTpw4gaqqqjV9gkgkgr/+67/G4cOH0dPTs66QpJ/neRgaGsroD8vCjYV4Z9U7/duXrl/Cd85+J2N51sqEGq5GS8YLFy6ILtJIHnMQNdSQUZLp+bSQnhUyD2fFDuyzHdhnItLM8Sz+7jU5OYmioiJMTEyov1i767q4dOkStm3bxlN4V3Bt5ho+8M0P4NrMNQBA6aZS/Lc3/zdsCG9Y5SMpW3BWiJLDWSFaHeeEKDmcFaLkZNOsrGW9RfeRkhqe5+HGjRsZfxZn84bN+PXor/u3r9y8gpNDJzOYKHmm1HAlWjJKb2uTPOYgaqghoyTT82nBbSHZj7NiB/bZDuwzEWmWk+w7Hjx4cE0P7DgO/vZv/3bNgSg7eZ6HkZERVFVVZfwlbN9R9Q78Q+wfMDVz+xUjv3rqq3jT7jchLycvo7lWY1INl6Ml4+joKHbu3Cn2eJLHHEQNNWSUZHo+LaRnhczDWbED+2wH9pmINEt6K99b3/rWpB+0t7cXExMTmJubW3ewdOBWPnt9feDr+OLzX/RvN97ViIa7GjKYiNKFs0KUHM4K0eo4J0TJ4awQJSebZmUt6y1JnzH15JNPrvo+J0+eRGtrK+LxOGpra5N9aLKA53m4fv068vPzjXgW5+173o7/dfp/4crNKwBuL1TVv6weRblFq3xk5phWw6VoySi9rU3ymIOooYaMkkzPpwW3hWQ/zood2Gc7sM9EpJnIEtxXv/pV3H///f5ZVd3d3Xj66aclHpqyRGJLiCl/4GwIb0DjXY3+7ZtzN/G1U1/LYKLVmVbDpWjJOD4+LrowJXnMQdRQQ0ZJpufTQnpWyDycFTuwz3Zgn4lIs5QWpj73uc9h7969aGhoQFVVFXp7e/Hkk0/iwIEDUvkoS4RCIezZs8eo0xHftPtN2LVll3+7+0w3Ll67mMFEKzOxhnfSkrGiokIso/QxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfSYizdb1nevP/uzPUFpaiqamJhw4cAADAwM4ceIE7rvvvpTC9Pf3o62tDW1tbWhsbEQ8HvffFovF0NbWhq6uLrS1tSX9NjKD53mYmpoy6lmckBPCe1/xXv/2rDeL4y8cz2CilZlYwztpyXjt2jXRs4ckjzmIGmrIKMn0fFpIzwqZh7NiB/bZDuwzEWmW9DWmJicncfToUbS2tgIADh8+jCNHjqCoSO6aPD09PTh8+DAAoK2tDQcOHEBfXx8AoLGx0f93LBbDoUOH0NnZuerbyAyJLSGbN282at97bXkt9hXvwwvjLwAAvjfyPfxG9W+gqqgqw8kWM7WG82nJODk5KbpII3nMQdRQQ0ZJpufTQnpWyDycFTuwz3Zgn4lIs6RflS8cDiMSieDIkSP40Ic+JB6kv78fBw4cwPj4OIDbC0zV1dUYGBgAsHDxCQCKi4sxPj6OWCy27NtWw1flIwB4YewFfPT7H/Vv37v1Xvzha/+QP9SzFGeFKDmcFaLVcU6IksNZIUpONs3KWtZbkj7SxCp8S0sLwuFwUv+tRU1NDY4dO+bfTmzHKykpQU9PD0pKSha8f0lJCfr7+1d8G5nD8zxMTEwY+cz7vpJ92F++37/93OXn8MylZzKYaGkm1zBBS0bpbW2SxxxEDTVklGR6Pi24LST7cVbswD7bgX0mIs2S3sqXjq1xDQ0N/r+PHz+Ouro6RCKRZa8ZNTY2tuLb7jQ9PY3p6Wn/9uTkJIDbq5Ku664/uAFc14XnecYeh+u6mJiYwObNm41c+f2tfb+F/ov9cL3b9fubn/wN7im9BzmhpEckcKbXENCRcW5uDteuXcPc3JzIWXHSxxxEDTVklGR6Pi2kZ4XMw1lJnem/fwHssy1M77OGWSEyQTbNylqOIem/uh944IF1hVmPeDyOrq6uBdvzlnu/tbzt6NGjeOyxxxbdPzo6ips3b641plESP4w8zzPyhxEAbNy4EZcvX850jCVtwAa8vvT1+PaFbwMAhuJD+OpzX8Wv7vjVjOa6k8k1TDA9o+u6yM3NxeXLl8VmRfqYg6ihhoySTM+nQRCzQubhrKRGw+9fAPtsC5P7rGVWiDItm2Zlamoq6fc153SQeVpaWtDd3Y1IJAIAiEQii86AGhsbQyQSWfFtdzpy5AgeeeQR//bk5CR2796NsrKyrLjGlOM4KCsrM/IL2PM8xONxRCIRY595/+3Ib+PZbz+LazPXAABPXnwS77z7ndiycUuGk92moYYaMs7NzWFqagplZWVr3nK8FOljDqKGGjJKMj2fFtKzQubhrKTO9N+/APbZFqb3WcOsEJkgm2Zl06ZNSb9vUgtTzz77LCKRCPbs2bPeTBgcHEQsFsNb3vKWFd+vra0NLS0tiEaj/llPdXV1aG9vX/S++/fvRzQaXfZtd8rNzUVubu6i+0OhkPqmA4DjOMYei+u6mJ6e9jOaqGhTERruasD/+Mn/AABcm72Grw18Db/9yt/OcLLbNNRQS8Zbt26JZZQ+5iBqqCGjJNPzaSE9K2QezooMk3//AthnW2jos+mzQmSKbJmVteRP6j2LiorQ0NCAz3/+8+sKdOzYMdTX1yMaja74fl1dXaipqfEXpU6cOIFIJLLo42KxGPbv37/q28gcoVAIFRUVxg/XW/e8FTs27/Bvf2PwGxi5OpLBRC/RUEMtGSWfgZA+5iBqqCGjJNPzaSE9K2Qezood2Gc7sM9EpFlS37mqqqrQ09ODv/qrv8LevXtx5MgR/PCHP1zxY5599lkcOXIEpaWl6OjoQG9v74pnXMViMTQ2NqK+vh6O46C4uBgtLS3+2zs7O9HS0oKuri60t7cvuBj7Sm8jM3ieh8uXLxv/SiE5oRz8h7v/g397zpvDF5//YgYTvURDDbVkjMfjoq9QJ3nMQdRQQ0ZJpufTQnpWyDycFTuwz3Zgn4lIs6SvMRWJRNDb24uenh585CMfQWtrKxzHQSQSQUlJiX+GUjweRywWg+d5qKmpQUdHR1IXTo9Goyt+I41Go2htbQWw8NX7VnsbmcHzPMzOzsLzPCP3vc9XW16Le7fei+cuPwcA6LvYh+dGn8O9ZfdmNJeGGmrJODc3J7pII3nMQdRQQ0ZJpufTQnpWyDycFTuwz3Zgn4lIM8db52+cExMTePrpp/HMM8/gypUr/sX2SktLUVNTg/3796OoqEg6r6jJyUkUFRVhYmIiKy5+funSJWzbto2n8Ao4M3kGH/mnj8DF7Ze4rCyoROuvtCLksLbacVaIksNZIVod54QoOZwVouRk06ysZb1l3a/KV1RUhLq6OtTV1a33IcginudhdHQUZWVlKp7FeVnhy/Dmyjfj5NBJAMDQ1BC+OfRN1L0sc1/vGmqoJePY2BjKysrEHk/ymIOooYaMkkzPp4X0rJB5OCt2YJ/twD4TkWa6l+CIAnRw30FsCr/0Epd/+8Lf4uqtqxlMRERERERERJRduDBFaeE4DrZt26bqGZyi3CK8Z+97/NtTt6bwty/8bcbyaKihlowlJSViGaWPOYgaasgoyfR8WkjPCpmHs2IH9tkO7DMRacaFKUoL13Vx4cIFuK6b6Shr8s6qd2LH5h3+7Z4zPYjFYxnJoqGGWjJeuXJFLKP0MQdRQw0ZJZmeTwvpWSHzcFbswD7bgX0mIs24MEVp4TgOcnJy1D2LsyG8Ab93z+/5tz14+Py/fR6ul/4f+hpqqCVjOBwWPXtI8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+E5FmXJiitHAcB1u3blX5w/JVZa/C63a8zr/9YvxFfGvoW2nPoaGGWjJGIhHRRRrJYw6ihhoySjI9nxbSs0Lm4azYgX22A/tMRJqJLExNTk7im9/8pn97cHBQ4mEpi7iui5GREbWnF//HX/iPCy6E/qWffglTt6bSmkFDDbVkHB0dFd3WJnnMQdRQQ0ZJpufTQnpWyDycFTuwz3Zgn4lIs5QWpiYmJvDggw9iz549eOtb3+rf39TUhM9//vMph6Ps4TgO8vLy1D6LU5pXigfuesC/fXXmKr780y+nNYOGGmrJmJubK3r2kOQxB1FDDRklmZ5PC+lZIfNwVuzAPtuBfSYizVJamDp06BAcx8HY2NiC1fnDhw/jk5/8ZMrhKHs4joPi4mLVPyzfUfUO7Nyy07/9zaFv4tT4qbR9fg011JKxsLBQdJFG8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+E5FmKS1M9fT04MiRIwCw4Jvg/fffj1gsM69cRmZyXRfDw8OqTy/eENqA993zPv92ui+ErqGGWjJevHhRdFub5DEHUUMNGSWZnk8L6Vkh83BW7MA+24F9JiLNUlqYKikp8RekPM/z7+/t7cV9992XWjLKKo7joKCgQP2zOK/c+kq8oeIN/u3TE6fRc6YnLZ9bQw21ZMzPzxc9e0jymIOooYaMkkzPp4X0rJB5OCt2YJ/twD4TkWYpLUw1NTWhoaEB3/zmN/1vgs888wwefPBBvP/97xcJSNnBcRwUFRVlxQ/L//AL/2HBhdC//NMvY/zmeOCfV0MNtWSUXqSRPOYgaqghoyTT82nBP3KyH2fFDuyzHdhnItIspYWpw4cP4z3veQ/q6urgeR5KS0uxf/9+HDp0CA899JBURsoCrutiaGgoK04vLtlUggf3Pejfvj57HV/48RcC/7waaqgl4/nz50W3tUkecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0iylhSkAaG1txfj4ODo7O9HR0YGxsTFe+JwWybYLMr59z9uxp3CPf/up80/h6QtPB/o5NdRQS0Ze/Nysx5Nmej4tePHz7MdZsQP7bAf2mYg0S3lhCgCKiorwwAMP4IEHHkBRURGeffZZiYelLJJtW0LCoTCaf7EZoXkj9Pl/+zyuz1wP7HNqqKGWjJs3bzb2eku8xlTqTM+nhfSskHk4K3Zgn+3APhORZiktTB05cgQHDx5cdP8nPvEJ/Pmf/3kqD01ZxnVdDA4OZtXpxdGiKH69+tf92+M3x/Gln34psM+noYZaMo6MjIhua5M85iBqqCGjJNPzaSE9K2Qezood2Gc7sM9EpFlKC1MdHR1obm5edH9TUxP++q//OpWHpizjOA7Kysqy7lmchrsaUJ5f7t/uPtON5688H8jn0lBDLRmlt7VJHnMQNdSQUZLp+bTgtpDsx1mxA/tsB/aZiDRLaWFqfHwc0Wh00f3V1dWIxWKpPDRlmWzdEpIbzkXTq5oW3Nfxow7MzM2Ify4NNdSSMS8vT3SRRnproHQNNWSUZHo+LaRnhczDWbED+2wH9pmINEtpYaqmpgYnT55cdH9/fz/uu+++VB6asozruhgYGMjK04vv2XoPfnX3r/q3R66N4Kunvir+eTTUUEvG4eFh0W1tksccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg0S2lh6iMf+Qiamprwta99zb/vq1/9KpqamvD+978/5XCUPRzHQUVFRdY+i/O/3/2/o2hjkX/7fw78TwxNDol+Dg011JJRelub5DEHUUMNGSWZnk8LbgvJfpwVO7DPdmCfiUizlBamGhoacPToUTzwwAMIh8MIh8NobGzERz7yETz00ENSGSkLZPuWkC0bt+B37/ld//acN4f2H7Vjzp0T+xwaaqglY25urugijfTWQOkaasgoyfR8WkjPCpmHs2IH9tkO7DMRaZbSwhQAHD58GOPj43jyySfx5JNPYmxsDB/+8IclslEWcV0Xp06dyurTi1+343WoLa/1b78YfxFfj31d7PE11FBLxqGhIdFtbZLHHEQNNWSUZHo+LaRnhczDWbED+2wH9pmINEtpYergwYMYHBxEUVERDhw4gAMHDqCoqGj1DyTrOI6DysrKrH4Wx3EcvO+e9yE/J9+/r/NnnWJb+jTUUEvG7du3i549JHnMQdRQQ0ZJpufTQnpWyDycFTuwz3Zgn4lIs5QWpgYGBvCVr3xFKgtlMVu2hJTmleJ3Xvk7/u1ZdxaPP/s4ZtzUX6VPQw21ZNy4caPoIo301kDpGmrIKMn0fFpIzwqZh7NiB/bZDuwzEWmW0sLUsWPH8IlPfALf+ta3pPJQlnJdFy+88IIVpxf/yq5fWbClb3ByEF879bUVPiI5GmqoJePg4KDotjbJYw6ihhoySjI9nxbSs0Lm4azYgX22A/tMRJo5nud56/3g97///ejp6cHp06cRjUYRjUYXvP0b3/hGygGDNDk5iaKiIkxMTKCwsDDTcVLiui4uXbqEbdu2IRRK+dJh4jzPw9zcHMLhsBXP5MRvxvF/fuf/xNWZqwCAEEL4+C9/HNFIdJWPXJ6GGmrIODc3h/Pnz2PHjh0Ih8MpP570MQdRQw0ZJZmeTwvpWSHzcFZSZ/rvXwD7bAvT+6xhVohMkE2zspb1lpxUPlEkEkFdXV0qD0GWcBwHoVDIyB+UQYhsiuB9974P/63/vwEAXLh4/NnH8ck3fhIbwhvW9ZgaamhjRtMfL4jHNL3PpufTgnXMfuyxHdhnO7DPRKRZSgtTn/zkJ6VyUJZLvFLI3r171a/8JuuXKn4JT194Gt8f+T4AYPjqME787AT+/d3/fl2Pp6GGWjIODQ2JPQshfcxB1FBDRkmm59NCelbIPJwVO7DPdmCfiUgzse9ak5OTGBwclHo4yjKhUMjKH5S/d8/voWjjS69U+fWBr+OFsRfW9VgaaqglY2VlpVhG6WMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESapfyd65vf/CZe/vKXo7i4GNXV1SgtLcXXvpb6hZ4pu3ieB9d1kcIlzVQq2FiAplc1+bc9ePjLZ/8SN2ZvrPmxNNTQxoymP14Qj2l6n03PpwXrmP3YYzuwz3Zgn4lIs5QWpp555hnU1dWhubkZvb296O3txUMPPYSGhga+Uh8t4HkeBgYGrPxhuX/7frxp15v82xeuX8D/+PH/WPPjaKihlozDw8OiizSSxxxEDTVklGR6Pi2kZ4XMw1mxA/tsB/aZiDRL6VX53va2t6GhoQGHDh1acH9bWxs6Ozvx9NNPpxwwSHxVPkqXazPX8OHvfBhXbl7x7/uD2j/A63a8LoOp7MRZIUoOZ4VodZwTouRwVoiSk02zspb1lpSOtLu7G/X19Yvub2xsRH9/fyoPTVnG8zxMT09b+yzO5g2b8YH7PoDQvJHr+FEHLt+4nPRjaKihloy3bt0SPXtI8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+E5FmKS1M1dTU4PTp04vu7+/vR1VVVSoPTVnG8zwMDQ1Z/cPy7tK78Zsv/03/9rWZa/jvz/x3uJ6b1MdrqKGWjBcuXBBdpJE85iBqqCGjJNPzaSE9K2Qezood2Gc7sM9EpFlKC1NNTU1oamrCD3/4Q/++b37zm2hqasJHPvKRlMNR9uArhdz2wF0P4OWRl/u3nx97Hv/zxf+Z1MdqqKGWjHxVPrMeT5rp+bTgq/JlP86KHdhnO7DPRKRZygtT73nPe3DfffchHA4jHA6jvr4ehw4dwkMPPSSVkbKA53m4ceOG9c/i5IRy8MH7PohN4U3+fSdeOIFT46dW/VgNNdSSUXpbm+QxB1FDDRklmZ5PC24LyX6cFTuwz3Zgn4lIs6QXpp599tkl729tbcXAwABOnDiBv/7rv8aLL76IT37yk1L5KEt4noeRkRH+sARQvrkc77v3ff5tFy4+88xncGP2xoofp6GGWjKOjo6KLtJIHnMQNdSQUZLp+bSQnhUyD2fFDuyzHdhnItIs6VflC4fDGBgYwJ49exbc/2d/9mf40Ic+FES2wPFV+ShTPM/DZ5/5LL438j3/vjfufCP+833/OYOp7MBZIUoOZ4VodZwTouRwVoiSk02zEsir8i23ftXS0rK2dGQlz/Nw7do1Povzc47j4KF7H8K2vG3+fd8991380/A/LfsxGmqoJaP0tjbJYw6ihhoySjI9nxbcFpL9OCt2YJ/twD4TkWYpL8Hxmx8lg1tCFsvfkI//fN9/RmjeGH7uuc/h7NTZJd9fQw21ZBwfHxddpJHeGihdQw0ZJZmeTwvpWSHzcFbswD7bgX0mIs1SXphyHEciB2W5UCiEPXv2qD8dUdq+kn14cN+D/u3puWn8Rd9fLHm9KQ011JKxoqJC9BXqJI85iBpqyCjJ9HxaSM8KmYezYgf22Q7sMxFpxu9clBae52FqaorP4izh3S9/N15d9mr/9rmr5/D55z6/qFYaaqglo/S2NsljDqKGGjJKMj2fFtwWkv04K3Zgn+3APhORZmtamDp9+jQGBwf9/5555hkAwJkzZxbcn/iPKIFbQpYXckJ4+L6HUbKpxL/vu+e+i2+e/eaC99NQQy0ZJycnRRdppLcGStdQQ0ZJpufTQnpWyDycFTuwz3Zgn4lIs6RflS8UCi25bc/zvGW3883NzaWWLmB8VT4yyQtjL+Cxf3kMc97tudkQ2oA/ecOfYE/RnswGyzKcFaLkcFaIVsc5IUoOZ4UoOdk0K2tZb8lJ9kE7OzsxNjaWcjiyU+KZ98LCQl6XbBn7Svbhva94L774/BcBADPuDD7d/2l84pc/gdxQLkZHR3HhwgVs374dZWVlCIfDGU68mIY+J051LysrE3s8yWMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESaJb0w9cADDwSZg7Jc4g+cgoIC/rBcwa9Hfx3Pjz2Pvot9AIAXT7+Id3/x3Xju75/DxYsX/fcrLy/HQw89hKamJlRWVmYq7iIa+ux5Hq5fvy5+vSWpYw6ihhoySjI9nxbSs0Lm4azYgX22A/tMRJolvZUvG3ErH5no6q2raPl2C5787JMY+IcX4bkvvS3PcXBj3siGQiE8/PDD+NSnPoWcnKTXma3GWSFKDmeFaHWcE6LkcFaIkpNNs7KW9RbdR0pq8IKMydsU2oQXPv0CXvy724tSr83Px6crKvDDu/ah7659+OFd+/Dpigq8Nj8fruvis5/9LB544AHMzs5mOrqKPvPi5+Y9njTT82nBi59nP86KHdhnO7DPRKQZF6YoLTzPw40bN/jDMgmPPPIITv6vk8h1HHymYie+sLsSby0oxIafn5a9wXHw1oJCfGF3JT5TsRO5joMnnngCjzzySIaT6+iz53mYnp4WXaSRPOYgaqghoyTT82khPStkHs6KHdhnO7DPRKQZt/JxKx8ZZGhoCFVVVXBdF5+p2Im6goJVP6ZnagofHDmHUCiEwcFB7N69Ow1J9eKsECWHs0K0Os4JUXI4K0TJyaZZ4VY+Mo7nebh8+TKfxVlFR0cHXNfFa/Pzk1qUAoC6ggK8Ju/2tr6Ojo6AE65MQ589z0M8Hhc9e0jymIOooYaMkkzPp4X0rJB5OCt2YJ/twD4TkWZcmKK08DwPs7Oz/GG5grm5OXzuc58DALw3ElnTx763+Pb7Hzt2DHNzc8LJkqehz57nYW5uTnSRRvKYg6ihhoySTM+nhfSskHk4K3Zgn+3APhORZlyYorQIhULYvn27+tMRg3T58mVcvHgRAPDmLcmdLZWQeP+LFy/iypUr4tmSpaHPoVAIpaWlYhmljzmIGmrIKMn0fFpIzwqZh7NiB/bZDuwzEWnG71yUFp7n4dKlS3wWZwVXr14FAOQ5jn+h82RtdBzk/fxjpqamxLMlS0OfPc/D2NiY6NlDksccRA01ZJRkej4tpGeFzMNZsQP7bAf2mYg048IUkSG2bNkCALjheZhZ4y8VtzwPN37+MQVJXpuKiIiIiIiIKNO4MEVp4TgOtm3bBmeNZwLZZOvWrSgvLwcAfOvq2s56Srx/eXk5SktLxbMlS0OfHcdBSUmJWEbpYw6ihhoySjI9nxbSs0Lm4azYgX22A/tMRJpxYYrSwnVdXLhwAa7rZjqKscLhMB566CEAwJfj8TV97JfHb7//oUOHEA6HhZMlT0OfXdfFlStXxDJKH3MQNdSQUZLp+bSQnhUyD2fFDuyzHdhnItKMC1OUFo7jICcnh8/irKKpqQmhUAhPXb+OniSvFdUzNYUf3LiOUCiEpqamgBOuTEOfHcdBOBwWPXtI8piDqKGGjJJMz6eF9KyQeTgrdmCf7cA+E5FmXJiitHAcB1u3buUPy1VUVlbi4YcfBgB8+PzIqotTPVNT+PD5EQDAy3/t5bi2+VrgGVeioc+O4yASiYgu0kgecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0owLU5QWrutiZGSEpxcn4VOf+hTe9a53Ydrz8MGRc/jds0P4xtQkbv384ua3PA/fmJrE7wwN4YMj5zDteah4bQVe9b5X4c96/wyXrl/KWHYNfXZdF6Ojo6Lb2iSPOYgaasgoyfR8WkjPCpmHs2IH9tkO7DMRaZaT6QBkB8dxkJeXx2dxkpCTk4OvfOUreOSRR/D444/jqevX8dT16wCAPMfxX30PAEKhEN7Q+AaUv7ccoXAIU7em0PqDVnzsDR9D/ob8tGfX0GfHcZCbmyt69pDkMQdRQw0ZJZmeTwvpWSHzcFbswD7bgX0mIs14xhSlheM4KC4u5g/LJOXk5OAzn/kMBgcH8eijj/qv1pdYlCovL8ejjz6KwcFB9Pz/enBX6V3+xw5fHcan+j6FWXc27bk19NlxHBQWFoou0kgecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0owLU5QWrutieHiYpxev0e7du/Gxj30M586dw/nz5/Hd734X58+fx7lz5/Cxj30Mu3fvxsbwRnx4/4dRuqnU/7jnLj+Hjh91wJt3dlU6aOiz67q4ePGi6LY2yWMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESacWGK0sJxHBQUFPBZnHUKh8MoLy/Hvffei/LycoTD4QVvj2yKoOU1LdgU3uTf953h76DzZ51pzamhz47jID8/X/TsIcljDqKGGjJKMj2fFtKzQubhrNiBfbYD+0xEmnFhitLCcRwUFRXxh2UKVqvhywpfhg/t/xDCzkuLVl859RWcHDqZrogq+hzEIo3kMQdRQw0ZJZmeTwv+kZP9OCt2YJ/twD4TkWZcmKK0cF0XQ0NDPL04BcnU8N6ye/H+X3z/gvs+96PP4dlLzwac7jYNfXZdF+fPnxfd1iZ5zEHUUENGSabn00J6Vsg8nBU7sM92YJ+JSDMuTFFa8IKMqUu2hr+y61dwcN9B/7YLF3/R9xeITcSCjqiiz7z4uXmPJ830fFrw4ufZj7NiB/bZDuwzEWnGhSlKC24JSd1aavjvXv7v8Jbdb/Fv35y7iU8+9Ulcun4pyIgq+uw4DjZv3mzs9ZZ4janUmZ5PC+lZIfNwVuzAPtuBfSYizbgwRWnhui4GBwd5enEK1lJDx3Hw0L0P4dVlr/bvm7g1gY//68cxMT1hRMZMcV0XIyMjotvaJI85iBpqyCjJ9HxaSM8KmYezYgf22Q7sMxFpxoUpSgvHcVBWVsZncVKw1hqGQ2H8l9r/gqqiKv++C9cv4BNPfQLXZ64bkTETgtjWJnnMQdRQQ0ZJpufTgttCsh9nxQ7ssx3YZyLSzKiFqf7+ftTW1i55f39/PwAgFov5/07cbmtrQ1dXF9ra2hCPx9MVl9aAW0JSt54a5uXk4chrjmB7/nb/vsHJQbQ93YZbc7eMyJhujuMgLy9PdJFGemugdA01ZJRkej4tpGeFzMNZsQP7bAf2mYg0M2ZhqqurCwAWLDoltLe3o7a2Fo7joLm5GdFo1H9bY2MjDh8+jIaGBjQ0NODQoUNpy0zJc10XAwMDPL04BeutYVFuEf7wdX+I4txi/77nx57Hp/s/jTl3zoiM6eS6LoaHh0W3tUkecxA11JBRkun5tJCeFTIPZ8UO7LMd2Gci0syYhamGhgbU1NQs+bba2lqMj49jfHwc3d3diEQiAG6fLTVfNBpFT09P0FFpHRzHQUVFBZ/FSUEqNdyWvw1/+No/xOYNm/37+i72of1H7XA9uV9gNPQ5iG1tksccRA01ZJRkej4tuC0k+3FW7MA+24F9JiLNjFmYWk0kEvEXpBJ6enpQUlKy4L6SkpIlz7qizOKWkNSlWsPdhbvRcn8LcsO5/n3fGf4OvviTL8LzPCMypoPjOMjNzRVdpJHeGihdQw0ZJZmeTwvpWSHzcFbswD7bgX0mIs1yMh0gGfF43N/q9/TTT/vb+Za7ntTY2NiS909PT2N6etq/PTk5CeD2qa/aT3t1XRee5xl7HK7rIhaLIRqNIhRSsx5qFIka7o3sxR/U/AH+tPdP/W18fx/7e+Tn5OM9e99jRMagzc7O4syZMygpKUFOTurfAqWPOYgaasgoyfR8WkjPCpmHs5I603//AthnW5jeZw2zQmSCbJqVtRyDit80m5qa/LOlotEo6uvrMTAwsOz7L7dgdfToUTz22GOL7h8dHcXNmzclomaM67qYmJiA53lG/jDyPA+bNm3C6Ogon8lZJ6ka7sAO/G8v+9/whVNfgIfbZ0p96SdfwvS1aRyoOGBExiDNzc0hLy8Po6OjCIfDKT+e9DEHUUMNGSWZnk8L6Vkh83BWUmf6718A+2wL0/usYVaITJBNszI1NZX0+6pYmIrFYv71p6LRKGKxGGKxGCKRyKKzo8bGxhZt+Us4cuQIHnnkEf/25OQkdu/ejbKyMhQWFgaWPx1c1/WvB6L9C5iC985t78TGzRvx+X/7vH/fE+eeQEmkBG/b87YMJgue67oIhUKcFaJVcFaIVsffv4iSw1khSk42zcqmTZuSfl/jF6b6+/tx4MABjI+PL7i/pKQEdXV1aG9vX/Qx+/fvX/KxcnNzkZubu+j+UCikvunA7b3lph6L67o4deoU9u7da2Q+DaRr+Naqt2LancYXn/+if9//85P/B7k5uXhL5VuMyBgE13Vx5swZsW/20sccRA01ZJRkej4tpGeFzMNZkWHy718A+2wLDX02fVaITJEts7KW/EYe6fyteNFoFK2trf7tnp4eNDQ0IBKJIBqNLvi4WCyG/fv3L3vGFGWO4ziorq428tRiLYKo4W9U/wYO7ju44L6OH3Xgu8PfXdfjaeiz4zjYtWuX6IXAJY85iBpqyCjJ9HxaSM8KmYezYgf22Q7sMxFpZswZUz09Peju7gZw+1pQ999/v78AtX//frS1tSESiWBgYACdnZ3+x3V2dqKlpQX3338/nn766QVvI3MkVn35w3L9gqrhe/a+B7fmbuFrL34NAODBw18++5fYEN6A1+14nREZJUlnNP3xgnhM0/tsej4tWMfsxx7bgX22A/tMRJo5ntTrxCs0OTmJoqIiTExMZMU1pi5duoRt27YZecqfhtOLTRdkDT3Pw9/85G/wD6f/wb8v7ITxSO0j2L996a2x6c4oZXZ2Fr29vdi/f7/Yq/KZvk1OQ0ZJpufTQnpWyDycldSZ/vsXwD7bwvQ+a5gVIhNk06ysZb2FC1NcmEqbxIV0af2CrKHnefj8v30e3We6/ftynBz8l9r/gvu335/045jeZ9d1ceHCBWzfvl104UfymIOooYaMkkzPp0EQs0Lm4aykRsPvXwD7bAuT+6xlVogyLZtmZS3rLbqPlNTwPA+u68LiddCUBV1Dx3Hwe/f8Hn5196/69816s/iLvr/AD87/wIiMEqQzmv54QTym6X02PZ8WrGP2Y4/twD7bgX0mIs24MEVp4XkeBgYG+MMyBemoYcgJoflVzXjTrjf59815c/h0/6fx1PmnjMiYKs/zMDw8LLpII3nMQdRQQ0ZJpufTQnpWyDycFTuwz3Zgn4lIM27l41Y+okVcz0X7j9rx7bPf9u8LIYQP1HwAv1TxSxnLJYGzQpQczgrR6jgnRMnhrBAlJ5tmhVv5yDie52F6eprP4qQgnTVMnDn1lt1v8e9z4eKz/Z/F989934iM6+V5Hm7duiV69pDkMQdRQw0ZJZmeTwvpWSHzcFbswD7bgX0mIs24MEVp4XkehoaG+MMyBemuYcgJ4dCrDqGuss6/z4WLzz7zWXx3+LtGZFwPz/Nw4cIF0UUayWMOooYaMkoyPZ8W0rNC5uGs2IF9tgP7TESacSsft/IRrcj1XPzf//Z/L3i1PgcOHrr3IdS9rG6FjzQTZ4UoOZwVotVxToiSw1khSk42zQq38pFxPM/DjRs3+CxOCjJVw5ATwvvueR/etudtL2WBh2PPHcPXB77u3zc3N4cLFy7gxz/+MS5cuIC5ubm05kxWENvaJPsSRJ81ZJRkej4tuC0k+3FW7MA+24F9JiLNuDBFaeF5HkZGRvjDMgWZrKHjOPjdV/4ufq3q1xbc/8Xnv4i/+vZf4Q//8A+xc+dO7NixA/fccw927NiBnTt34tFHH8XQ0FDa867E8zyMjo6KLtJI9iWIPmvIKMn0fFpIzwqZh7NiB/bZDuwzEWnGrXzcykeUNM/z0HWqC10/64I75+LZzz2LgX94EZ770vvkOQ5uzPu2EgqF8PDDD+NTn/oUcnJyMpB6Ic4KUXI4K0Sr45wQJYezQpScbJqVtay3ZP6vRLKC53m4fv068vPz4ThOpuOoZEINHcdB412N2IiN+P3/+PsYeWoEAPDa/Hy8NxLBm7cUYIPjYMbz8K2rU/hyPI6nrl/HZz/7WZw5cwZf+cpXMr44FcS2Nsm+BNFnDRklmZ5PC24LyX6cFTuwz3Zgn4lIM91LcKQGt4SkzqQanvzvJzHy1AhyHQefqdiJL+yuxFsLCrHh578IbXAcvLWgEF/YXYnPVOxEruPgiSeewCOPPJLh5LfrOD4+LrowJb01ULrPGjJKMj2fFtKzQubhrNiBfbYD+0xEmnErH7fyEa3J0NAQqqqq4LouPlOxE3UFBat+TM/UFD44cg6hUAiDg4PYvXt3GpIujbNClBzOCtHqOCdEyeGsECUnm2aFr8pHxvE8D1NTU3wWJwWm1LCjowOu6+K1+flJLUoBQF1BAV6Tlw/XddHR0RFwwpV5nodr166Jnj0k2Zcg+qwhoyTT82khPStkHs6KHdhnO7DPRKQZF6YoLbglJHUm1HBubg6f+9znAADvjUTW9LHvLb79/seOHcPc3JxwsuR5nofJyUnRRRrprYHSfdaQUZLp+bSQnhUyD2fFDuyzHdhnItKMC1OUFqFQCJWVlepPR8wkE2p4+fJlXLx4EQDw5i3JnS2VkHj/ixcv4sqVK+LZkhUKhbBjxw6xOkr3JYg+a8goyfR8WkjPCpmHs2IH9tkO7DMRacbvXJQWnudhYmKCz+KkwIQaXr16FQCQ5zj+hc6TtdFxkPfzj5mamhLPlqwgtrVJ9iWIPmvIKMn0fFpwW0j246zYgX22A/tMRJpxYYrSgn/gpM6EGm7ZsgUAcMPzMLPGHLc8Dzd+/jEFSV6bKgiJl1M29XpLvMZU6kzPp4X0rJB5OCt2YJ/twD4TkWZcmKK0CIVC2LVrF08vToEJNdy6dSvKy8sBAN+6uraznhLvX15ejtLSUvFsyQqFQigvLxfd1ibZlyD6rCGjJNPzaSE9K2Qezood2Gc7sM9EpBm/c1Fa8IKMqTOhhuFwGA899BAA4Mvx+Jo+9svjt9+/5l018JzMHQMvfm7e40kzPZ8WvPh59uOs2IF9tgP7TESacWGK0sLzPNy4cYM/LFNgSg2bmpoQCoXw1PXr6EnyWlE9U1P4wY3rcEJA+PVhfPIHn8S1mWsBJ12a53mYnp4WXaSR7EsQfdaQUZLp+bSQnhUyD2fFDuyzHdhnItKMC1OUFqFQCBUVFTy9OAWm1LCyshIPP/wwAODD50dWXZzqmZrCh8+PAACq3/ly5Jfl47nLz+Gj3/soRq+PBp73TqFQCGVlZaLb2iT7EkSfNWSUZHo+LaRnhczDWbED+2wH9pmINON3LkoLz/Nw+fJlPouTApNq+KlPfQrvete7MO15+ODIOfzu2SF8Y2oSt36e7Zbn4RtTk/idoSF8cOQcpj0Pb377m/H697/ef4zhq8N49HuPYiA+kNbsnuchHo+Lnj0k2Zcg+qwhoyTT82khPStkHs6KHdhnO7DPRKQZF6YoLTzPw+zsLH9YpsCkGubk5OArX/kKPvCBD/jb+v5gZASv/tkLqP3ZC3j1z17AH4yM4Ac3riMUCuEDH/gAnvz6k/j4Gz+O0k0vXfg8Ph3HH3//j/H0hafTlt3zPMzNzYku0kj2JYg+a8goyfR8WkjPCpmHs2IH9tkO7DMRaeZ4Fn/3mpycRFFRESYmJlBYWJjpOClxXReXLl3Ctm3beAovpdXZs2fR0dGBY8eO4eLFi/795eXlOHToEJqamrB7927//vGb42h9uhWnJ0779zlw8N5XvBfvqn4XHMcJNC9nhSg5nBWi1XFOiJLDWSFKTjbNylrWW3QfKanheR4uXbrEZ3FSYGoNd+/ejY997GM4d+4cLly4gKeeegoXLlzAuXPn8LGPfWzBohQAFG8qxh+//o9RW17r3+fBw5d++iV89pnP4tbcrUDzep6HsbEx0bOHJPsSRJ81ZJRkej4tpGeFzMNZsQP7bAf2mYg048IUEYkIh8PYtm0b9uzZg23btiEcDi/7vptyNuFD+z+Ed1a9c8H93xv5Hv7o+3+EKzeuBB2XiIiIiIiIDMCFKUoLx3Gwbdu2wLdpZTMNNVxLxpATwm+/8rfR/Kpm5Dg5/v2xiRj+6z//V/xs/GeBZSwpKRGro3RfguizhoySTM+nhfSskHk4K3Zgn+3APhORZlyYorRwXRcXLlyA67qZjqKWhhquJ+NbKt+Cj77+oyjaWOTfF5+O47F/eQzfOfudQDJeuXJFrI7SfQmizxoySjI9nxbSs0Lm4azYgX22A/tMRJpxYYrSwnEc5OTk8FmcFGio4Xoz7ivZh0+88RPYU7jHv2/WncVf/vAv8Tc//hvMuXOiGcPhsOjZQ5J9CaLPGjJKMj2fFtKzQubhrNiBfbYD+0xEmnFhitLCcRxs3bqVPyxToKGGqWTcmrcV/9cb/i+8fsfrF9z/96f/Hp/8wSdx9dZVsYyRSER0kUayL0H0WUNGSabn00J6Vsg8nBU7sM92YJ+JSDMuTFFauK6LkZERnl6cAg01TDVjbjgX/0fN/4Hf2vdbC+7/0eUf4SPf/Qhi8ZhIxtHRUdFtbZJ9CaLPGjJKMj2fFtKzQubhrNiBfbYD+0xEmnFhitLCcRzk5eXxWZwUaKihREbHcfDv9v47fGj/h7ApvMm/f/TGKD76/Y/i5NDJlDPm5uaKnj0k2Zcg+qwhoyTT82khPStkHs6KHdhnO7DPRKQZF6YoLRzHQXFxMX9YpkBDDSUz3r/9fvzJG/4EOzbv8O+bcWfQ8aMO/NUP/wq35m6tO2NhYaHoIo1kX4Los4aMkkzPp4X0rJB5OCt2YJ/twD4TkWZcmKK0cF0Xw8PDPL04BRpqKJ1xd+FufOKXP4HXbH/Ngvu/ffbb+Oj3P4pL1y+tK+PFixdFt7VJHnMQfdaQUZLp+bSQnhUyD2fFDuyzHdhnItKMC1OUFo7joKCggM/ipEBDDYPImL8hH4/UPoJ/f/e/R2jet6zTE6dx5LtH8OylZ9ecMT8/X/TsIcljDqKGGjJKMj2fFtKzQubhrNiBfbYD+0xEmnFhitLCcRwUFRXxh2UKNNQwqIyO4+Bd1e/Co69/FEUbi/z7r85cxSd/8El0/qwTrpfcM4RBLNJIHnMQNdSQUZLp+bTgHznZj7NiB/bZDuwzEWnGhSlKC9d1MTQ0xNOLU6ChhkFnfGXpK3H0jUdxV/Fd/n0ePHT9rAsf/9ePY/zmeFIZz58/L7qtTfKYg6ihhoySTM+nhfSskHk4K3Zgn+3APhORZlyYorTgBRlTp6GG6chYmleKj77+o3jHnncsuP/frvwbWv6pZcWtfXNzc7h06RLGx8dx6dIlzM3NpZxHw4XFNWSUZHo+LXjx8+zHWbED+2wH9pmINOPCFKUFt4SkTkMN05VxQ2gDfuee38EH7/sgNoU3+fdP3JrA0R8cxZee/xJm3Vn//qGhITz66KPYuXMndu7ciQMHDvj/fvTRRzE0NLTuLBqu36QhoyTT82nhOA42b97MOmYxzood2Gc7sM////buP7jN67wT/ffFD5IAARL8AYIiRdqiLCux41SRJSut2yRuFPU225Gna/km6nZvuluJmbEitVGqeLzVbJPR1ai2N2wtVZmadOvtbFrdVNLsLm/jrGPmapM0TixFtBM7kSVbFAWRIMGfIAACJAG87/0DIiRapAgQB+A5eL+fGY1IEHj5nPPw4Qs+OOcFEamMjSkqCl3X0d/fz+XFeVBhDosd46PNj+Ivf+svcU/VPQtu/59X/ye+/pOvYyg8hAMHDmDdunU4evQogsEgAMBx80lbMBjE0aNHsW7dOhw4cADJZPKO77Ec0WMuxByqEKNIssenCl3XEQgEOI8ljLViDsyzOTDPRKQy22oHQOagaRq8Xi9fxcmDCnO4GjGuca3B0UeP4r9d+m94tf/VzO3vjr2Lbb+zDTd+egMAsM3pxG6PB4+53LBrGhKGgXPRCE6FQngjFsOJEydw/fp1nD17FjZb9r8aRY+5EHOoQowiyR6fKrgtpPSxVsyBeTYH5pmIVMYVU1QU3BKSPxXmcLVitFvt+I8f+Y/4ysNfQaW9EgDw1ktv4cZPb6Bc03C8qRkvt7Rih7sK9pux2TUNO9xVeLmlFcebmlGuaeju7sbBgwdz+t6ix1yIOVQhRpFkj08VmqbB4XBwHksYa8UcmGdzYJ6JSGVsTFFR6LqOq1evcnlxHlSYw9WO8ZE1j+DZ33oWDbMNuPrK+wCA59c0YbvbfdfHbXe78fyaJgDAyZMncePGjay/p+gxF2IOVYhRJNnjU4Wu6xgYGOA8ljDWijkwz+bAPBORytiYoqLQNA1NTU18FScPKsyhDDF6nV64e90w9PT2veWaUvO2u914xOGEruvo7OzM+vuJHnMh5lCFGEWSPT5VcFtI6WOtmAPzbA7MMxGpjI0pKgpuCcmfCnMoQ4ypVAp//3d/DwDY7fHk9NjdNen7d3V1IZVKZfUY0WMuxByqEKNIssenCk3TUF5eznksYawVc2CezYF5JiKVsTFFRaHrOt577z0uL86DCnMoQ4xjY2OZd997zJXdaql58/cPBoMYHx/P6jGix1yIOVQhRpFkj08Vuq7D7/dzHksYa8UcmGdzYJ6JSGVsTFFRaJqG1tZWvoqTBxXmUIYYo9EoAMChaZkLnWerTNPguPmYSCSS1WNEj7kQc6hCjCLJHp8qNE1DY2Mj57GEsVbMgXk2B+aZiFSW/XuiE+VhfksIrZwKcyhDjC6XCwAQNwwkDCOn5tScYSBuGAAAd5bXphI95kLMoQoxiiR7fKrQNA1lZWX8I6eEsVbMgXk2B+aZiFTGFVNUFLqu4/Lly1xenAcV5lCGGOvr6+Hz+QAA56LZrXqaN39/n8+Hurq6rB4jesyFmEMVYhRJ9vhUoes6+vv7OY8ljLViDsyzOTDPRKQyNqaoKDRNw/r16/nKex5UmEMZYrRardizZw8A4FQolNNjT02m7//7f/j7sFqtWT1G9JgLMYcqxCiS7PGpQtM0rF27lvNYwlgr5sA8mwPzTEQqY2OKikLTNFgsFp4s86DCHMoSY3t7OywWC96IxdCT5bWieiIRnI/HoFmAwQcH8Q+//AfMpmbv+phUKoWRkRFcu3YNIyMjWb+T390UYg5FH1OWPC9F9vhUwXksfcyxOTDP5sA8E5HK2JiiouA7heRPhTmUJcbW1lbs27cPAHBoKLBsc6onEsGhoQAAYP1n74PD68Ar117B0z98GpcnLt9xf7/fj8OHD6O5uRmNjY24//770djYiObmZhw+fBh+v3/FsfNd+fIne3yq4LvylT7Wijkwz+bAPBORyjTDuHmlXxMKh8Oorq7G1NQUqqqqVjucvOi6jpGRETQ0NMBikbPfqOu6tLGpQoU5lCXGZDKJJ554At3d3QCAbU4nPu/x4DGXG2WahjnDwLloBKcmQzgfjwEAPvqpj+L+P70fFuut+DVo+Ddt/waf2/g5WAwLDh48iJMnTy544ufQtMxF0wHAYrFg37596OjogM2W+3tMFGIORR9TljwvRfb4VKDrOoaHh9HY2Mi5LGGslfyo8PwLYJ7NQuY8q1IrRKutlGoll34L35WPisIwDOi6Dk3TuMR4hVSYQ5litNlsOHv2bKaR9EYshjdi6QbU3RpJb0+8jRd/8SImZyYBAAYM/Evfv+BC4ALe+cY7OPe/zgFIN7p232x02TUNiflGVyiEN2IxnDhxAtevX8fZs2dzak4VYg5FH1OmPC9G9vhUMT+PJn79quSxVsyBeTYH5pmIVKZ2C46UYRgGrl69yj9w8qDCHMoWo81mw/Hjx9Hf34/Dhw9n3q1vvinl8/lw+PBh9Pf34/jx47DZbPhYw8fwXz7xX/CJtZ9YcKzvvvBdnPtf51CuaTje1IyXW1qxw10F+80nf3ZNww53FV5uacXxpmaUaxq6u7tx8ODBnGIuxByKPqZsef4g2eNThWEYGBgY4DyWMNaKOTDP5sA8E5HKuJWPW/mITCOVSmF0dBT9/f2499574fV67/ruez8b/hm63u7C4I1BvLL3OzB04HhTM7a73ct+r55IBAcCg7BYLOjv70dLS4vIoRAVHM8rRMtjnRBlh7VClJ1SqpVc+i1qj5SUYRgGZmdn+SpOHlSYQ9ljtFqt8Hq9aGpqWrYpBQBbGreg41Md0H+qw9DT2/eyaUoBwHa3G484nNB1HZ2dnVnHWIg5FH1M2fMse3yqMAwDc3NznMcSxloxB+bZHJhnIlIZG1NUFIZhwO/382SZBxXmUJUYh4eHs46xwlKB3u5eAMBujyen77W7Jn3/rq4upFKprOMTPYeijyl7nmWPTxW51gqph7ViDsyzOTDPRKQybuXjVj4iU8m1VoLBIBobGwEAP79/Y+aaUtmYMwxsunI5c5yGhoaVBU20CnheIVoe64QoO6wVouyUUq1wKx9JxzAMxONxvoqTBxXmUJUYc1nqHo1GAaTfyS+XphQAlGkaHDcfE4lEso5P9ByKPqbseZY9PlVwW0jpY62YA/NsDswzEamMjSkqCsMwEAgEeLLMgwpzqEqMo6OjWcfocrkApN/JL5HjuOYMI/MOgO4sr01ViDkUfUzZ8yx7fKrItVZIPawVc2CezYF5JiKVsTFFRWGxWLB+/XrllyOuJhXmUJUY165dm3WM9fX18Pl8AIBz0exWPc2bv7/P50NdXV3W8YmeQ9HHlD3PssenilxrhdTDWjEH5tkcmGciUhl/c1FRGIaB6elpvoqTBxXmUJUYc1nqbrVasWfPHgDAqVAop+91ajJ9/9/8t78JHfqy90+lUhgeHsbbb7+N4eHhrC+YvhzReZE9z7LHpwpuCyl9rBVzYJ7NgXkmIpWxMUVFwS0h+VNhDlWJcXJyMqcY29vbYbFY8EYshp4srxXVE4ngfDwGzQLMbp3Fn/3gz3AxeHHR+/r9fhw+fBjNzc1Ys2YNPvrRj2LNmjVobm7G4cOH4ff7s451MaLzInueZY9PFSupFVILa8UcmGdzYJ6JSGV8Vz6+Kx+Rqay0Vg4cOIATJ06gXNPw/JombL/LNaN6IhEcGgpg1jBw3+/dh81f3Jz52ibvJnzhwS+gydWEZDKJgwcP4uTJk9D1WyuqHJqWuTYVkF6ev2/fPnR0dMBms+U4YqKV4XmFaHmsE6LssFaIslNKtZJLv4V/4VBRGIaBaDQKl8sFLcd3NqM0FeZQlRhXstS9o6MD169fR3d3Nw4EBrHN6cTnPR485nKjTNMwZxg4F43g1GQI5+MxAMBv7vhNbHxqIyKpW6us3hp9C+/84B3saNmB039+Gt/5l+8AALY5ndh983h2TUNi/nihEN6IxXDixAlcv34dZ8+ezbk5JTovsudZ9vhUwW0hpY+1Yg7Mszkwz0SkMrVbcKQMbgnJnwpzqEqM4XA45xhtNhvOnj2L/fv3Z7b1fTkQwKYrl/HwlcvYdOUyvhwI4Hw8BovFgv379+Pcd87hhe0v4LPrPgvLbb9uk0YS//ef/9/4zr98B+WahuNNzXi5pRU73FWw33wyadc07HBX4eWWVhxvaka5pqG7uxsHDx5c0ZhF5kX2PMsenypWWiukDtaKOTDP5sA8E5HKuJWPW/mITEVErdy4cQOdnZ3o6upCMBjM3O7z+bB37160t7ejpaVl4WMiN/APv/wHvD32NqZHpvHK3u/A0IHjTc133RY4rycSwYHAICwWC/r7++84PpFoPK8QLY91QpQd1gpRdkqpVnLpt6g9UlKGYRiYmpriqzh5UGEOVYkxEonkFWNLSwuOHDmCwcFBDA8P480338Tw8DAGBwdx5MiRRZtGLe4W/Pm2P8efbfkzBL8fhKGnt+9l05QCgO1uNx5xOKHrOjo7O3OKV3ReZM+z7PGpQkStkNxYK+bAPJsD80xEKpOqMdXb24uHH374jtv7+vrw3HPP4cyZM3juuecQuu0t2+/2NZIH/8DJnwpzqEqMsVhMSIxWqxVerxf19fXwer2wWq13vb+madjs3Ywb378BANjt8eT0/XbXpO/f1dWFVCqV9eNE50X2PMsenypE1grJibViDsyzOTDPRKQyaS5+fubMGbS1taG3t/eOrz355JO4eDH9Nut9fX3Yu3cvTp8+vezXSB4WiwVr165d7TCUpsIcqhKjz+cTtjQ21zGPjY1ltv895sputdS8+fsHg0GMj4+joaGhIDEW+3iiyR6fKkTXCsmHtWIOzLM5MM9EpDJpnm3u2rULmzdvvuP2vr6+BZ+3tbWhp6dn2a+RXHhBxvypMIeqxCjygs65jjkajQIAHJqWudB5tso0DY6bj4lEIsvce+UxFvt4oskenyp48fPSx1oxB+bZHJhnIlKZNI2ppfT09KC2tnbBbbW1tejt7b3r10guhmEgHo/zZJkHFeZQlRhnZ2eFNmlyGbPL5QIAxA0DiRxjmDMMxG8+xp3ltalWEmOxjyea7PGpQnStkHxYK+bAPJsD80xEKpNmK99Slrpm1MTExF2/tpjZ2VnMzs5mPg+HwwDSV77XdT2vOFebruswDEPqcTQ2NgKA1DHKToU5VCHG+vp6AOJizGXMtbW18Pl8CAaDOBeNYIc7+3cEPRdNr5LyNnhRU1OT1fdLpVIYGxvD9PQ0gsEg6uvrl70WVjZkz7Ps8alCdK2QfFgr+VHh+RfAPJuFzHlWpVaIVlsp1UouY5C+MbWUu13kfKmvHTt2DF//+tfvuH10dBQzMzOCIlsduq5n3olDxuuBzL9TSHV1NbQcty9RmgpzqEKMqVQKAwMD0HVdSINmJWP+/Oc/jxdeeAGnQqGcGlOnJkMAgLpP1uGbP/smfrf5d1FVtvjjBwYG8K1vfQv/9E//hNHR0cztXq8Xf/AHf4A//MM/XPG1KGTPs+zxqUJ0rZB8WCv5k/35F8A8m4XseVahVohkUEq1ksulR6RvTHk8njtWQE1MTMDj8dz1a4t55plncPDgwczn4XAYLS0t8Hq9qKrK/o9DGem6Dk3T4PV6pfwBnu/8yhqfClSYQxViTCaTmJychNfrhc2W/6/AlYz5T//0T3HixAm8EYuhJxLB9iy25fVEIjgfj0GzAPf9H/fh9bHX8bPJn+Gz6z6L32v7PVTaKwGkx/eVr3wF3/zmNxe8SuHQNMQNA6Ojo3jhhRdw4sQJPPXUU/jGN76R8zzInmfZ41OF6Foh+bBW8if78y+AeTYL2fOsQq0QyaCUaqWioiLr+2qGZBuRNU1bsDe6r69vwTvvAUBNTQ2uXbuGiYmJJb+2VHPqduFwGNXV1ZiamiqJxtTIyAgaGhqU/wEmKiRZauXAgQM4ceIEyjUNz69pumtzqicSwaGhAGYNA/f93n3Y/MWFbxThsruwc/1ObG/Zjj/4P/8A3d3dAIBtTid2ezx4zOWGXdOQMAyci0ZwKhTCG7EYAGDnzp04e/YsGw90B1lqhUhmrBOi7LBWiLJTSrWSS79FypHevhWvra1twdf6+vqwZcsWeDyeu36N5GIYBkZGRnhBxjyoMIeqxDgxMSH0QuArGXNHRwd27tyJWcPAgcAg/sMNP16NhDF38zhzhoFXI2H8kd+PA4FBzBoGHn/8cXzrb7+Fe9z3LDhWNBHFP737T/j45z6O7u5ulGsajjc14+WWVuxwV2Xe/c+uadjhrsLLLa043tSMck1Dd3f3gpWkhRxzscgenypE1wrJh7ViDsyzOTDPRKQyaV4i7+npwWuvvQYgfS2orVu3YteuXQCA06dP4+mnn8bWrVtx4cIFnD59OvO4u32NiEhWNpsNZ8+excGDB3Hy5Em8EYtlVjHNb7ubZ7FYsG/fPnR0dMBms2Fr01a8Hngd3778bYzERgAA0yPT+OX/+w4ALLsCCwC2u914Hk04EBjEyZMncejQIbS0tBRotERERERERIuTbitfMXErH5H5yFgrN27cQGdnJ7q6uhAMBjO3+3w+7N27F+3t7Ys2jRJ6Auf853D2vbP40Us/wqV/voRtTidebmnN+nv/kd+P8/EYDh8+jCNHjggZD5UGGWuFSDasE6LssFaIslNKtaL8Vj4qPbquY3h4uCTe9nK1qDCHqsQ4Pj4uLEYRY25pacGRI0cwODiIoaEh/OQnP8HQ0BAGBwdx5MiRJVcy2S127Lh3B/7qk3+Fof9vCACwO8etzLtr0vfv6upCKpXK6jGy51n2+FQhulZIPqwVc2CezYF5JiKVSbOVj0qbpmmw2WxSvn2tKlSYQ1VitFqtwmIUOWar1QqfzwebzYa6urqsjxmZjCA0FgIAPOZa/h3+bjd//2AwiPHxcTQ0NCz7GNnzLHt8qhBdKyQf1oo5MM/mwDwTkcq4YoqKQtM01NfX82SZBxXmUJUYPR6P0MaUyDGv5HjRaBRA+tpU9hzjKNM0OG4+JhKJFCzGYpI9PlWIrhWSD2vFHJhnc2CeiUhlbExRUei6jkAgwOXFeVBhDlWJcXR0VOhWPpFjXsnxXC4XACBuGEjkeNnAOcPIXGjdvcwF0wEglUphaGgIr7/+OoaGhrLe/ldMKvwcqkB0rZB8WCvmwDybA/NMRCpjY4qKQtM0OBwOvoqTBxXmUJUYy8vLha5wEjnmlRyvvr4ePp8PAHAumt2qp3nz96/11qK6pnrJ+/n9fhw+fBjNzc1oamrCo48+iqamJjQ3N+Pw4cPw+/05fd9CUuHnUAWia4Xkw1oxB+bZHJhnIlIZG1NUFJqmoaamhifLPKgwh6rEWFVVJbSRJHLMKzme1WrFnj17AACnQqGcvt+pyfT9fb/tw1d++BW82v8q5lJzma8nk0kcOHAA69atw9GjRzPvGji//S8YDOLo0aNYt24dDhw4gGQymdP3LwQVfg5VILpWSD6sFXNgns2BeSYilbExRUWh6zoGBga4vDgPKsyhKjEGg0GhW+9Ejnmlx2tvb4fFYsEbsRh6srxWVE8kgvPxGDQLsP531mM0Poq/f+fv8aXvfwndV7sRjofxxBNP4MSJE9B1HducTvx1UxN+fv9GXLx/I35+/0b8dVMTtjmd0HUdJ06cwBNPPLHqzSkVfg5VILpWSD6sFXNgns2BeSYilbExRUWhaRrcbjdfxcmDCnOoSoxOp1PoCieRY17p8VpbW7Fv3z4AwKGhwLLNqZ5IBIeGAgCAjb/3ITi9zszXpuam8I+X/hEf//zH0d3djXJNw/GmZrzc0ood7qrMBdbtmoYd7iq83NKK403NKNc0dHd34+DBgznFLpoKP4cqEF0rJB/Wijkwz+bAPBORytiYoqLQNA3V1dU8WeZBhTlUJUbRjSSRY87neB0dHdi5cydmDQMHAoP4Dzf8eDUSxtzNi5vPGQZejYTxR34/DgQGMWsYePzxx/HT/+en+PzGz8Ndduvi59Mj03j3Xy4BAJ5f04Tty1wYfbvbjefXNAEATp48iRs3buQcvygq/ByqgH/klD7Wijkwz+bAPBORytiYoqLQdR1+v5/Li/OgwhyqEuPQ0JDQrXcix5zP8Ww2G86ePYv9+/dntvV9ORDApiuX8fCVy9h05TK+HAjgfDwGi8WC/fv348yZM6h2VOP3N/w+/ua3/wZfeOALqK2oRd+rfTB0YJvTuWxTat52txuPONLb+jo7O3OOXxQVfg5VILpWSD6sFXNgns2BeSYilbExRUXBCzLmT4U5VCXGUrv4+e1sNhuOHz+O/v5+HD58OPNuffGbq6Z8Ph8OHz6M/v5+HD9+HDabLfPYClsFPtv2WfzVJ/8Kw+eGAQC7PZ6cvv/umvT9u7q6kEqlVjSGfKnwc6gCXvy89LFWzIF5NgfmmYhUphnGzb9WTCgcDqO6uhpTU1Ooqqpa7XDyous6RkZG0NDQAIuF/UaipZitVlKpFMbHxxGJROB2u1FXVwer1XrXxwSDQTQ2NgIAfn7/xsw1pbIxZxjYdOVy5jgNDQ0rD55WldlqhWglWCdE2WGtEGWnlGoll36L2iMlZei6jv7+fi4vzoMKc6hKjIFAQOjWO5FjFn08q9WK+vr6Bf8vJxqNAgAcmpZTUwoAyjQNjpuPiWT57oCiqfBzqALRtULyYa2YA/NsDswzEamMjSkqCk3T4PV6ubw4DyrMoSoxit56J3LMhZjDXI/pcrkApLf/JXJcVDtnGJltg+4sr00lmgo/hyrgtpDSx1oxB+bZHJhnIlIZG1NUFJqmobKykifLPKgwh6rE6HA4hDaSRI65EHOY6zHr6+sz16Y6F81t1dP8/Ss8FXi572W8M/YOir1jXIWfQxWIrhWSD2vFHJhnc2CeiUhlbExRUei6jqtXr3J5cR5UmENVYhwYGBC69U7kmAsxh7ke02q1Ys+ePQCAU6FQTt/r1GT6/ut+Zx16x3px5KdH8NUffhXf938fc6m5nI61Uir8HKpAdK2QfFgr5sA8mwPzTEQqY2OKikLTNDQ1NfFVnDyoMIeqxCh6653IMRdiDldyzPb2dlgsFrwRi6Eny2tF9UQiOB+PQbMA639nfeZ2f8SPzl904qmep3Dq3VMYj4/nPIZcqPBzqAJuCyl9rBVzYJ7NgXkmIpWxMUVFwS0h+VNhDlWJsby8XGgjSfTWQNFzuJJjtra2Yt++fQCAQ0OBZZtTPZEIDg0FAAD/7o//EL/90d+G5QOnmEgigv/x/v/Al77/Jfz1xb/G5YnLBdnmp8LPoQpE1wrJh7ViDsyzOTDPRKQyNqaoKHRdx3vvvcflxXlQYQ5VidHv9wvdeidyzIWYw5Ues6OjAzt37sSsYeBAYBD/4YYfr0bCmLvZTJozDLwaCeOP/H4cCAxi1jDw+OOP4+VvvowvP/xlnPj0CexcvxMuu2thPNDxk6Gf4D+//p/x1R9+Fd/r/x7iyfiqj5cWEl0rJB/Wijkwz+bAPBORyjSj2FellUg4HEZ1dTWmpqZQVVW12uHkRdd1jIyMoKGhARaLfP1GwzAwNzeHsrIyvpKzQirMoQoxplIpDA4Oorm5GVarNe/jiR5zIeYwn2Mmk0kcPHgQJ0+eXPBk16FpmXffAwCLxYJ9+/aho6MDNpttwTFmU7P414F/xSvXXsFAdGDR71NhrcBvrf0t7LhnB1qrWnOK8YNU+DlUgehaIfmwVvIn+/MvgHk2C9nzrEKtEMmglGoll34LG1NsTBGZCmtlZW7cuIHOzk50dXUhGAxmbvf5fNi7dy/a29vR0tJy12MYhoF3xt7Bd/u/i95gLwwsfvr5UO2H8Jl7PoNtjdtgt9pzijOVSmFsbAzRaBQulwv19fVsqqwQa4VoeawTouywVoiyU0q1kku/Re2RkjJ0Xcfly5e5vDgPKsyhKjH29/cL3XoncsyFmEMRx2xpacGRI0cwODiIoaEhfO9738PQ0BAGBwdx5MiRZZtSQPr6Fw95H8JXt34Vx3/7OB5f/ziqyu48Sb078S5OvHkCT33/KfzjpX/ESGxk2WP7/X4cPnwYzc3NaGxsxH333YfGxkY0Nzfj8OHD8Pv9Kxq3mYmuFZKPCr+zKX/Mszkwz0SkMq6Y4oqpojAMA6lUClarVcrlxSpQYQ5ViDGVSmFoaAhr1qwRtpVP5JgLMYcyx5hIJXB++Dxeu/4aLk1cWvQ+GjRsatiE7a3b8bGGj8FquZU3EVsNaXGia4Xko8LvbNnJ/vwLYJ7NQvY8q1ArRDIopVrJpd/CZ+dUFJqmwWKxSHmiVIUKc2jGGGU/XiGOKfJ4dqsdjzY/ikebH4U/7Mdr11/DDwd+iJnUTOY+Bgy8OfIm3hx5EzUVNfjU2k/hUy2fQn15PZ544gl0d3cDALY5ndjt8eAxlxt2TUPCMHAuGsGpUAhvxGI4ceIErl+/jrNnz7I5lQUV6pnywxybA/NsDswzEalM7RYcKYPvFJI/FeZQlRj5rnxyHW9ea1Ur/vihP8bffuZvsfehvbjHfc8d95mcmcR/f/+/40/O/Ql+c/dvoru7G+WahuNNzXi5pRU73FWw33xSbtc07HBX4eWWVhxvaka5pqG7uxsHDx4UGnep4rvylT4VfmdT/phnc2CeiUhl3MrHrXxFo+u6tLGpQoU5lD1GXdcxPDyMxsZGYXGKHnMh5lCFGD/IMAxcmbyC166/hp8M/QRJPZn52vTINF7Z+x0YOnC8qRnb3e5lj9cTieBAYBAWiwX9/f1ZXRfLzApRKyQf2X9ny06F518A82wWMudZlVohWm2lVCu8+DlJxzAM6LoOE/dB86bCHJoxRtmPV4hjFivPmqZhY+1GfOljX8Lfbv9b/NGDf4RWdysAoO/VPhh6evteNk0pANjuduMRhxO6rqOzs7OQoZcEFeqZ8sMcmwPzbA7MMxGpjI0pKgrDMHD16lWeLPOgwhyqEuPAwIDQJo3IMRdiDlWIcTnuMjd+d93v4rlPPIcjv34Eg98fBADs9nhyOs7umvT9u7q6kEqlBEdZWkTXCslHhd/ZlD/m2RyYZyJSGbfycSsfkamwVtQXDAbR2NgIAPj5/Rsz15TKxpxhYNOVy5njNDQ0FCTGUsBaIVoe64QoO6wVouyUUq1wKx9JxzAMzM7O8lWcPKgwh6rEODc3J3T1kMgxF2IOVYgxF9FoFADg0LScmlIAUKZpcNx8TCQSER5bKRFdKySf1a5lKg7m2RyYZyJSGRtTVBSGYcDv9/NkmQcV5lCVGIeHh4U2aUSOuRBzqEKMuXC5XACAuGEgkWMMc4aB+M3HfOvqt/Cz4Z8tuKg63SK6Vkg+q13LVBzMszkwz0SkMttqB0DmYLFYsGHDhtUOQ2kqzKEqMba2tgpbGit6zIWYQxVizEV9fT18Ph+CwSDORSPY4c5+K/a5aHqVVIWnAu/E38GvfvYrVJVV4dGmR/GJlk9gXdU6aDmuwipVomuF5LPatUzFwTybA/NMRCrjs00qCsMwEI/H+SpOHlSYQ1ViFL2tTeSYCzGHKsSYC6vVij179gAAToVCOT321GT6/ut+Zx0s1vQpMDwXxnf7v4tnfvQMvvKDr+DslbMYnh4WGbKSuC2k9K12LVNxMM/mwDwTkcrYmKKiMAwDgUCAJ8s8qDCHqsQ4OjoqtEkjcsyFmEMVYsxVe3s7LBYL3ojF0JPltaJ6IhGcj8dgsVjw5L9/EnaL/Y77DEYH8c9X/hl/cu5P8J9+9J/wnb7vYHJmUnT4ShBdKyQfGWqZCo95NgfmmYhUxnfl47vyEZkKa6V0HDhwACdOnEC5puH5NU3Y7nYved+eSASHhgKYNQzs378fx48fR3Quip8O/RQ/GPgBrkxeWfKxGjQ8WPcgHm1+FI80PgJXmasQw5EOa4VoeawTouywVoiyU0q1kku/hdeYoqIwDAOxWAxOp5PXb1khFeZQlRhFb2sTOeZCzKEKMa5ER0cHrl+/ju7ubhwIDGKb04nPezx4zOVGmaZhzjBwLhrBqckQzsdjAIDHH38cHR0dAABXmQvb79mO7fdsx/D0MH48+GP86+C/IjAdWPB9DBh4Z/wdvDP+Dv7unb/DJu8mPNr8KB72PYxya3nRx10s3BZS+mSpZSos5tkcmGciUpnaLThSBreE5E+FOVQlxsnJSaGNKdFbA0XPoQoxroTNZsPZs2exf//+zLa+LwcC2HTlMh6+chmbrlzGlwOBzPa9/fv348yZM7DZ7nxNprGyEU/c/wQ6PtWBv/ytv8TO9TtRW1F7x/2SehI/C/4ML/S+gPbvteN473FcGL6ARCpRjCEXlehaIfnIUstUWMyzOTDPRKQybuXjVj4iU2GtlKYbN26gs7MTXV1dCAaDmdt9Ph/27t2L9vZ2tLS05HRM3dDx7sS7eD3wOn4S+AmiieiS962wVuBh38P49aZfx695fw1l1rIVj0UWrBWi5bFOiLLDWiHKTinVSi79Fjam2JgqCsMwEI1G4XK5uLx4hVSYQxViTKVS6O/vx7333gur1Zr38USPuRBzqEKMoqRSKYyNjWF4eBiNjY2or68XkueEnsDbo2/jx4Ef42fDP8NMambJ+843qT6+5uPY1LBJ2SaV6Foh+chcy6qQ/fkXwDybhex5VqFWiGRQSrXCa0yRdOa3hFRWVkp5slSBCnOoSozhcFjotjaRYy7EHKoQoyhWqxVerxezs7Pwer3CTuh2ix2bfZux2bcZM8kZ9AZ78Xrgdbw1+hYS+sJtfDOpGfw48GP8OPBjpZtUomuF5CNzLZM4zLM5MM9EpDKumOKKKSJTYa2QSPFkHL3BXvx06Kd4c+TNO5pUt6uwVmCzbzO2+rZiU8MmOO3OIkaaO9YK0fJYJ0TZYa0QZaeUaoUrpkg686+8V1VV8VWcFVJhDlWJMRKJwOv1CjueyDEXYg5ViFGkYsbnsDnwaPOjeLT50WWbVDOpGbweeB2vB16HzWLDR+o+gkcaH8GWxi2oLq8uaJwrIbpWSD6y1zKJwTybA/NMRCpjY4qKYv4PHLfbzZPlCqkwh6rEGIvFhG7lEznmQsyhCjGKtFrx5dKkSupJvDX6Ft4afQtdb3dhY+1GbPFtwSONj8BX6StazHcjulZIPrLXMonBPJsD80xEKuNWPm7lIzIV1goVWzwZx5vBN/HToZ/irdG3MJuavev973Hfg61rtmKrbyvuqbpn1f7AYK0QLY91QpQd1gpRdkqpVriVj6RjGAZCoRA8Hg9fxVkhFeZQlRjD4bDQrXwix1yIOVQhRpFki89hc+A3mn8Dv9H8G5hLzeEXo7/AheAFXBy+iEgicsf9r0eu43rkOs5cOYMGRwO2NG7B1sat2FizEVZL8d4dT3StkHxkqxUqDObZHJhnIlIZG1NUFIZhIB6Po7q6mifLFVJhDlWJcXZ2VuhWPpFjLsQcqhCjSDLHV2Ytw5bGLdjSuAWph1J4d/JdXBi6gAvBCxiLj91x/5H4CF659gpeufYKXHYXfs37a9ji24KPej8KV5mroLGKrhWSj8y1QuIwz+bAPBORyriVj1v5iEyFtUIyMgwD18LXcGHoAs4Pn8dAdOCu97fAgo21G/Gw72E87HsYTa4mofGkUimMjIzg+vXruOeee9DQ0ACrtXirtYhUwXMKUXZYK0TZKaVa4VY+ko5hGBgfH0ddXR1fxVkhFeZQlRhDoZDQrXwix1yIOVQhRpFkj28xmqahrboNbdVt+NyHPoeh6BAuBC/gwvAFXJm8csf9dei4NHEJlyYu4VuXvoU1lWvwsYaP4WHfw/hQ7Ydgs6zs9O73+9HZ2YmXXnoJwWAwc7vP58OePXvQ3t6O1tbWFY+T5KJirVDumGdzYJ6JSGVsTFFRGIaBZDIJwzB4slwhFeZQlRhTqZTQrXwix1yIOVQhRpFkjy8ba1xrsNO1EzvX70RoJoTekV70Bnvxi7FfLHrx9KHpIQxdG8Ir116Bw+bAJu8mbPZtxqaGTagqW35FcDKZxMGDB3Hy5Enoup653aFpiBsGgsEgjh49imPHjmHfvn3o6OiAzcanEKorhVqh5THP5sA8E5HKuJWPW/mITIW1QipLpBL45fgv0TvSi4vBi4tel+p2GjSs96zHpoZN2OTdhPWe9bBoC3/uk8kknnjiCXR3dwMAtjmd2O3x4DGXG3ZNQ8IwcC4awalQCG/EYgCAnTt34uzZs2xOkenxnEKUHdYKUXZKqVZy6bewMcXGVFEYhoHR0VF4vV6+irNCKsyhCjGmUilcvnwZGzduFHLNHNFjLsQcqhCjSLLHJ4phGLgRuYGLwYvoHenFe5PvwcDdT+kuuwsf9X4UH2v4GD5a/1F4Kjw4cOAATpw4gXJNw/NrmrDd7V7y8T2RCA4NBTBrGNi/fz+OHz8uelhURGaplUKS/fkXwDybhex5VqFWiGRQSrXCa0wRERGVOE3T0FrVitaqVvz+ht/H1OwU3hp5CxdHLuLnIz/HTGrmjsdEE1G8HngdrwdeBwDUxmvx4skXAWDZphQAbHe78TyacCAwiJMnT+LQoUNoaWkRPzgiIiIiMg02pqgoNE1DQ0PDaoehNBXmUJUYa2trhb2aKHrMhZhDFWIUSfb4CqW6vBqfbPkkPtnySST0BN4dfxdvjb6Ft0beWvJd/n5w5gcwdAPbnM5lm1LztrvdeMThxPl4DJ2dnThy5IjIYVARmbVWzIZ5NgfmmYhUpvbaMFKGrusYHh5ecFFdyo0Kc6hKjOPj48JiFD3mQsyhCjGKJHt8xWC32PGQ9yH8+wf+Pb7xqW/g5KdPov2hdmxr3AaHzQEA0FM6rn3vGgBgt8eT0/F316Tv39XVhVQqJTJ0KiLWijkwz+bAPBORyrhiiopC0zTYbDYp97yrQoU5VCVGq9UqdMWUyDEXYg5ViFEk2eNbDfWOenz6nk/j0/d8Gkk9iSuTV/DDSz/EmdAZAMBjruxWS82bv38wGMT4+DhfpVcUa8UcmGdzYJ6JSGVsTFFRaJqG+vr61Q5DaSrMoSoxejweoU0akWMuxByqEKNIsse32mwWGx6oewDla8oBAA5Ngz3HeijTNDg0DXHDwJWhK9JebJfujrViDsyzOTDPRKQybuWjotB1HYFAgMuL86DCHKoS4+joqNBtbSLHXIg5VCFGkWSPTxYulwsAEDcMJHJ8g945w0D85mOef/t5PPX9p/DNt76JHw38CJMzk8JjpcJgrZgD82wOzDMRqYwrpqgoNE2Dw+HgK+p5UGEOVYmxvLxc6IopkWMuxByqEKNIsscni/r6evh8PgSDQZyLRrDDffe38b3duWgEAFDhqUCZuwwTMxP4wcAP8IOBHwAAmiqb8GD9g3ig9gE8WP8gqsurCzIGyg9rxRyYZ3NgnolIZWxMUVFomoaamprVDkNpKsyhKjFWVVUJbdKIHHMh5lCFGEWSPT5ZWK1W7NmzB0ePHsWpUCinxtSpyRAAYN3vrIPFeufi68B0AIHpAF67/hoAYK1rbbpRVfcAHqh7AFVl2X8vKhzWijkwz+bAPBORyriVj4pC13UMDAxweXEeVJhDVWIMBoNCt7WJHHMh5lCFGEWSPT6ZtLe3w2Kx4I1YDD2RSFaP6YlEcD4eg8Viwct/8TK+8MAXsLlhMyqsFUs+ZiA6gFf7X8VfXfwr7P3eXhz6wSH813f+Ky4MX0B0LipqOJQj1oo5MM/mwDwTkcq4YoqKQtM0uN1uLi/OgwpzqEqMTqdT6IopkWMuxByqEKNIsscnk9bWVuzbtw8nTpzAoaEAnkcTtruXfoe+nkgEh4YCAIB9+/Zh24e3AQA+2/ZZJPQEroau4pdjv8Svxn+Fy5OXkdATix7HH/HDH/Hju/3fhQYNrVWteLDuQTxY9yA+XPdhVNorxQ+W7sBaMQfm2RyYZyJSmWYYOV7xtISEw2FUV1djamoKVVVqbyvQdR0jIyNoaGiAxcKFcERLYa0QLZRMJvHEE0+gu7sbALDN6cTnPR485nKjTNMwZxg4F43g1GQI5+MxAMDjjz+OM2fOwGZb+vWtRCqB90Lv4Zfjv8Qvx36J90LvIaknl41nvlH1odoP4UO1H8KHaz+MmgpuTyE58ZxClB3WClF2SqlWcum3sDHFxlRRzC8vXrt2rZTxqUCFOVQhxmQyibfffhsPPfTQXf+ozpboMRdiDlWIUSTZ45NRMpnEwYMHcfLkyQXbQByalnn3PQCwWCzYt28fOjo6cq6fudQcrkxeSa+omvgV3p98H0lj+UYVAPicPny49sOZZlVjZSNXBQjAWsmf7M+/AObZLGTPswq1QiSDUqqVXPot3MpHRTF/QUb+IbFyKsyhKjEW4uLnsh6vEMeUPc+yxycjm82G48eP49ChQ+js7ERXVxeCwWCmKeXz+bB37160t7ejpaVlRd+jzFqGj9R/BB+p/wgAYCY5k25Ujae3/l0NXUXKSC362GAsiGAsiP898L8BAJ5yT2Y11YdqP4TWqlZYNLWfvK0G1oo5MM/mwDwTkcq4YoorpohMhbVCtLxUKoXR0VH09/fj3nvvhdfrhdVqLej3jCfjuDxxGe9OvIt3J97F+6H3l7xG1Qc5bU7cX3N/ullV92Gsr14Pu9Ve0HiJAJ5TiLLFWiHKTinVCldMkXR0XYff70dra6vyBbZaVJhDVWIMBAKor68Xtq1N5JgLMYcqxCiS7PGpwGq1or6+PlMrhW5KAYDD5sCmhk3Y1LAJQPoaVVenruLS+KVMs2omNbPoY2PJGN4afQtvjb4FALBpNtxbfS/ur7kfG2s34v6a+1FbUVvwMaiGtWIOzLM5MM9EpDI2pqgoNE2D1+vl8uI8qDCHqsQoelubyDEXYg5ViFEk2eNTxWpvC7Fb7ZlrSgGAbui4Hr6OdyfexaWJS3h3/F1MzU0t+tikkcT7offxfuh9vHLtFQBAvaM+3aiqSTeqWqtaYbOY+2kQa8UcmGdzYJ6JSGXmfkZGRaNpGior+fbf+VBhDlWJ0eFwCG3SiBxzIeZQhRhFkj0+VYiulXxZNAvWVa/Duup1+N11vwvDMDA8PZxuUt1sVo3ERpZ8/Fh8DGPxMbweeB0AUGYpw3rP+syKqg01G1BVpva2/lyxVsyBeTYH5pmIVMbGFBWFruu4du0a1q1bx+XFK6TCHKoS48DAgNCtfCLHXIg5VCFGkWSPTxWia0U0TdOwxrUGa1xr8Nutvw0AGI+P473Qe7g8cRlXJq+gf6p/yXf+m9PncGniEi5NXMrctqZyTaZJtd6zHq3u0l5VxVoxB+bZHJhnIlJZ6T7bIqlomoampiZpXnlXkQpzqEqMore1iRxzIeZQhRhFkj0+Vai4LaTOUYc6Rx0+vubjAIC51ByuTV3D5cnLuDJxBVcmryy5/Q8AhqaHMDQ9hB8M/AAAYLfYsa56He7z3IcNng24r+Y+eB1qzcndsFbMgXk2B+aZiFTGxhQVxfyWEFo5FeZQlRjLy8uFNmlEjrkQc6hCjCLJHp8qRNfKaiizlmFj7UZsrN0IrAcMw8BIbCTdqJpMN6puhG9Ah77o4xN6InO/ee4yN+7z3Lfgn6vMVawhCcVaMQfm2RyYZyJSmRKNqd7eXgDA5s2b0dfXh1AohM2bNwMA+vr6cObMGbS1taGvrw/t7e3weDyrGC0tRtd1XL16FevXr+fy4hVSYQ5VidHv9wvdyidyzIWYQxViFEn2+FQhulZkoGkafJU++Cp9+MTaTwAA4sk43p98P9OAej/0PqKJ6JLHiMxF8ObIm3hz5M3MbY3ORtxXk25Srfesx7qqdbBb7QUfT75YK+bAPJsD80xEKlOiMfXiiy+is7MTALB9+3acPn0687Unn3wSFy9eBJBuUu3du3fB10kOmqahtbVV6VfeV5sKc6hKjI2NjUJXTIkccyHmUIUYRZI9PlWIrhVZOWwOPOR9CA95HwKAzEXV59/V7/3Q++gP9yOpL36tKgAYjg1jODaMfx38VwCATbPhnqp70OZpQ1t1+t9a91rprlfFWjEH5tkcmGciUplcz5CW8PDDD2NychIAFqyG6uvrW3C/trY29PT0FDM0ytL8lhBaORXmUJUYy8rKhDZpRI65EHOoQowiyR6fKkTXiipuv6j6b639LQBAIpWAP+LHe6H38P5kulk1ND205DGSRhJXp67i6tTVzG12iz3drLrZqFpXvW5Vm1WpVApjY2OIRqNwuVyor6+H1WpdlViosPg70RyYZyJSmRKNKQCLbs/r6elBbW3tgttqa2vR29ub2epHctB1He+99x42bNjA5cUrpMIcqhJjf3+/0K18IsdciDlUIUaRZI9PFaJrRWV2qx3rPeux3rMeuDd9W3Qumm4+ha7ivcn38H7ofYTnwkseI6EnMiuwMsf9QLOqzdOGta61sFoK1yDy+/3o7OzESy+9hGAwmLnd5/Nhz549aG9vR2tra8G+PxUffyeaA/NMRCpTojEVCoVw5swZAMCFCxfwxS9+EW1tbQiFQovef2JiYtHbZ2dnMTs7m/k8HE4/gdR1Hbq++IVPVaHrOgzDkHYchmFg3bp1UscoOxXmUJUYm5ubhcUoesyFmEMVYhRJ9vhUIbpWSo3T5sRDdQ/hobpbWwBH46O4GkqvlJrfAjibnF3yGIlUIr0Ca/K2ZpX1VrNqXdW69MoqAc2qZDKJr3zlK/jmN7+5IJ8OTUPcMBAMBnH06FEcO3YMTz31FL7xjW/AZlPiaeKqkv35F8DfiWYhe55VqBUiGZRSreQyBiWecdx+QfO2tjZ85jOfwdWrV5e8/1INq2PHjuHrX//6HbePjo5iZmZGRKirRtd1TE1NwTAMaV8l0XVd2thUocIcyh6jrusIh8OwWq1CVySJHHMh5lCFGEWSPT4VFKJWzGC9bT3W163Hjrod0A0dwXgQ/ml/+l/Uj4HpAczqd2lWJRO4NHoJl0YvZW6zW+xocjZhrXMt1lauRUtlC5qcTaiwVmQVUzKZxJ49e/Dqq68CALY5ndjt8eAxlxt2TUPCMHAuGsGpUAhvxGL4m7/5G7z33nt46aWX2JxahgrPvwD+TjQLmfOsSq0QrbZSqpVIJJL1fZV4ttHX15fZmjf/7nt9fX3weDx3rI6amJhY8l35nnnmGRw8eDDzeTgcRktLC7xeL6qqqgoWfzHoug5N0+D1eqX8AdZ1He+//z7uu+8+KeNTgQpzqEKMyWQSfr8fGzZsEPIHl+gxF2IOVYhRJNnjU4XoWjGrRjTi1/Brmc91Q0cgGsC18DX0TfXh2tS1ZVdWAUBgJoDATADnJ84DuPkOg04f7q26F/dU3ZP531PuueO6YH/yJ3+CV199FeWahufXNGG7273g63ZNww53FXa4q9ATieDQUACvvvoqnn32WbzwwguCZqI0yf78C+DvRLOQPc8q1AqRDEqpVioqsnsBDQA0wzCMAsaSt97eXnz605/OXPw8FAqhpqYGk5OTmJiYWPCufABQU1ODa9euLdmcul04HEZ1dTWmpqZKojE1MjKChoYGaX+AZX4VRxUqzKHsMeq6juHhYTQ2NnLFlETHE032+FRQiFqhxemGjsHoIK5NXcO1qWu4Grqablal7t6sWkx1WXW6UVV9L9ZVrYMtbMOvf+TXoes6jjc139GUWkxPJIIDgUFYLBb09/ejpaVlJcMyBRWefwH8nWgWMudZlVohWm2lVCu59Fukfwm0ra0Nzz77bObznp4e7Nq1Cx6P547mU19fH7Zs2ZJVU4qKa36frKZppnuHJ1FUmEOVYhTVkxc95kLMoQoxiiR7fKoQXSu0NItmQYu7BS3uFnxi7ScA3Nmsuh6+juvh64gmonc91tTcFH4x9gv8YuwXAIC3/9vb0HUd25zOrJpSALDd7cYjDifOx2Po7OzEkSNH8hsgrSr+TjQH5pmIVCZ9Y8rj8WDLli147rnn4PF4cPXqVZw+fTrz9dOnT+Ppp5/G1q1bceHChQVfI3kYhoGrV69iw4YNPFmukApzqEqMAwMDaGxsFHY8kWMuxByqEKNIssenCtG1QrlZrFllGAbGZ8bRP9WPa+FruD6VblaNxEcWPYae0nHte9cAALtzfNFud40H5+MxdHV14Wtf+xqs1sK9UyAVFn8nmgPzTEQqk34rXyFxKx+R+bBWiLLDWlFHdC4Kf8SfWVnVH+7HQGQA0xPT6P6/ugEAP79/I+w5/LE6ZxjYdOUyAODy9cvY0MI/dhfDOiHKDmuFKDulVCsltZWPSoNhGJibm0NZWRmf2K6QCnOoUowit/KJHHMh5lCFGEWSPT5ViK4VKhxXmQsP1D2AB+oeyNyWSCXw47d/jG50w6FpOTWlAKBM0+DQNMQNA19+9ctY07oGLVUtaHW3orWqFa3uVqx1r4XD5hA9HBKMvxPNgXkmIpWxMUVFYRgG/H4/1q9fz5PlCqkwh6rEODw8jKamJmHHEznmQsyhCjGKJHt8qhBdK1RcdqsdH17zYQBA3DCQMIycV0zFbzYlbQ4bIokIfjX+K/xq/FcL7tfgbECruzWz7bDZ1YxmVzPsVru4wVBe+DvRHJhnIlIZG1NUFBaLBRs2bFjtMJSmwhyqEmNra6uwpbGix1yIOVQhRpFkj08VomuFiq++vh4+nw/BYBDnohHscGd/2YJz0QgAoMJTgTJ32ZL3G4mNYCQ2gp8Ff5a5zQILfJU+rHWtxVr3zX+utWhyNaHMuvSxqDD4O9EcmGciUhkbU1QUhmFgZmYGFRUVfBVnhVSYQ1VinJ2dFbqVT+SYCzGHKsQokuzxqUJ0rVDxWa1W7NmzB0ePHsWpUCinxtSpyRAA4Av/8Qt4/KOP43r4Om5EbuBG5AZmU7N3fawOHUPTQxiaHsKF4IXM7RZY0OBsQLO7ObO6av5/NqwKh78TzYF5JiKVsTFFRWEYBgKBANatW8eT5QqpMIeqxDg6Oorm5mZhxxM55kLMoQoxiiR7fKoQXSu0Otrb23Hs2DG8EYuhJxLBdrd72cf0RCI4H4/BYrHgz//0z9HS0pL5mm7oGImN4EbkBvxhP/wRP25EbmAoOgQd+l2Pq0PHcGwYw7FhXAxezNyuQUODsyGzsmr+/zWuNbyGlQD8nWgOzDMRqYzvysd35SMyFdYKUXZYK6XjwIEDOHHiBMo1Dc+vabprc6onEsGhoQBmDQP79+/H8ePHs/oeCT2B4egwbkRvYCAykP4XHcDw9DBSRmrFsddW1KLZ1YwmVxOaXE1orkx/XFtRK8Uf36wTouywVoiyU0q1wnflI+kYhoFYLAan0ynFE0kVqTCHqsQYj8eFbuUTOeZCzKEKMYoke3yqEF0rtHo6Ojpw/fp1dHd340BgENucTnze48FjLjfKNA1zhoFz0QhOTYZwPh4DADz++OPo6OjI+nvYLXa0VLWgpaplwe0JPYHh6WHciNzAYHQw/X9kEEPTQ1k1rCZmJjAxM4G3x95ecHuFteJWs+pm46q5shmNlY288PoH8HeiOTDPRKQyNqaoKOa3hLS2tvJkuUIqzKEqMU5OTi7YmpLv8USOuRBzqEKMIskenypE1wqtHpvNhrNnz+LgwYM4efIk3ojF8EYs3YByaFrm3feA9AWU9+3bh46ODths+T9NtFvsmXfsu918w2p+ZdX8Kqvh6WEkjeSyx51JzaBvqg99U30LbrfAAq/Tu3CV1c2Pq8rUXh2/UvydaA7MMxGpjFv5uJWPyFRYK0TZYa2Uphs3bqCzsxNdXV0IBoOZ230+H/bu3Yv29vZVbUYm9WT6wunRIQxGBxGYDiAQDWAwOoh4Mp7XsV12V7pZVdmExspGrHGtQaOzEY2VjaiwVazomKwTouywVoiyU0q1wq18JB3DMBCNRuFyufgqzgqpMIeqxDg9PS10K5/IMRdiDlWIUSTZ41OF6FohObS0tODIkSP42te+hrGxMQwPD6OxsRH19fWwWq2rHR5sFtuiK6wMw0BoNpRpUs3/PzQ9hNH4aFbHjiaiuDJ5BVcmr9zxtdqKWjRWNmaaVo2VjVhTuQY+p0/prYGpVAqjo6MIBoPw+Xzwer1S5JnE47mPiFTGxhQVxfyWkMrKSp4sV0iFOVQlxnA4LLQxJXLMhZhDFWIUSfb4VCG6VkguVqsVXq8Xs7Oz8Hq90r8qq2kaaipqUFNRgwfrH1zwtZnkDIanh9PNqunBBc2rhJ7I6vjz17L61fivFtxugQX1jvrMCqs1lel/jZWN8Dq80CDn7xi/34/Ozk689NJLd6yM27NnD9rb29Ha2rqKEZJoPPcRkcq4lY9b+YhMhbVClB3WCqlON3SMxccQiKa3Awam0w2r4elhTMxM5H18m2aD1+lFtVaNdfXrsMaVXmHVWNmIekc9bJbiv/6bTCYz1xLTdT1ze6GvJUa0HJ5TiLJTSrXCrXwknflX3quqqvgqzgqpMIeqxBiJROD1eoUdT+SYCzGHKsQokuzxqUJ0rZB8Sr1WLJoFDc4GNDgbsKlh04Kvza+yGo4NYyg6hOHp4fS1raaHEJ4LZ3X8pJHEUHQI/qQf70bexe2Lp+ZXWvkqffA5fbf+v/mxw+YQONKb8SSTeOKJJ9Dd3Q0A2OZ0YvfNd1+0axoS8+++GArhjVgMJ06cwPXr13H27Fk2p0pAqdczEZU2noWoKOb/wHG73TxZrpAKc6hKjLFYTOhWPpFjLsQcqhCjSLLHpwrRtULyMXOtVNgqcG/1vbi3+t47vhZLxDJNqvkLsc83rmLJWFbH16FjJD6CkfgI3sbbd3y9uqx60aZVY2UjqspW1lg4ePAguru7Ua5peH5NE7a73Qu+btc07HBXYYe7Cj2RCA4NBdDd3Y2DBw/i+PHjOX8/kouZ65mI1MetfNzKR2QqrBWi7LBWiBYyDAPhuXB6pdXNRlUgGkD/eD8mU5OY0+eEfJ8KawV8lT40OhsXNK0anA2oc9QtukXQ7/dj3bp10HUdx5ua72hKLaYnEsGBwCAsFgv6+/tX9d0YqfTxnEKUnVKqFW7lI+kYhoFQKASPx8NXcVZIhTlUJcZwOCx0K5/IMRdiDlWIUSTZ41OF6Foh+bBWcqNpGqrLq1FdXo2NtRsB3PoDwuv1IpKIIBgLIhgLYnh6OP3xdPrzbLcHAsBMagbXw9dxPXz9jq9ZYEGdow5epxcNjob0/84G/NML/wRd17HN6cyqKQUA291uPOJw4nw8hs7OThw5ciTrGEk+rGciUhkbU1QUhmEgHo+jurqaJ8sVUmEOVYlxdnZW6FY+kWMuxByqEKNIssenCtG1QvJhrYijaRo8FR54KjyZptXtYokYRmIjmcbVfMMqOB3EWHwMOvRFjnonHTpG46MYjY/iV0i/g6Ce0vEvf/8vAIDdHk9Oce+u8eB8PIauri587Wtfg9VqzenxJA/WMxGpjI0pKgqLxYKmpqbVDkNpKsyhKjGKfGt00WMuxByqEKNIssenCtG1QvJhrRSP0+5c8ppWCT2BsdhYeqVVbHhB0yoYCyKhJ+567LnwHGZCMwCAx1zZrZaaN3//YDAI/7Af65rX5fR4kgfrmYhUxsYUFYVhGBgfH0ddXR1fxVkhFeZQlRhDoZDQrXwix1yIOVQhRpFkj08VomuF5MNakYPdYsca1xqsca2542u6oWNyZhLBWBCjsdH0BdVjI+mPYyOYmJlAciYJAHBoGuw55rFM0+DQNMQNA1965UtoaElvD/Q6vKh31KPeUQ+v04v6ivT/K70wOxUe65mIVMbGFBWFYRhIJpMwDIMnyxVSYQ5ViTGVSgndyidyzIWYQxViFEn2+FQhulZIPqwV+Vm09DWl6hx1QN2dX0/oCbzb/y5ewSuIGwYShpFTc2rOMBC/WeM2hw2xZGzJ61sB6SbafMOqzlGXblzd1sSqq6iD3Wpf0VgpP6xnIlIZG1NUFBaLBY2NjasdhtJUmENVYqyrqxO6lU/kmAsxhyrEKJLs8alCdK2QfFgr6rNb7Hjgngfg8/kQDAZxLhrBDnf27zR9LhoBAFR4KlDmLlv2/gk9gaHpIQxNDy36dQ0aPOWe9AXa5xtWznrUV9RnmleV9ko2TgqA9UxEKmNjiorCMAyMjo7C6/XyycgKqTCHqsQ4MTEhdCufyDEXYg5ViFEk2eNThehaIfmwVkqD1WrFnj17cPToUZwKhXJqTJ2aDAEA/uCP/gD/9qF/m9kuOBYfw3h8HNFENKdYDBiYnJ3E5Owk3g+9v+h9KqwVmS2CdRXpVVe1FbXplWEVdah11KLcWp7T9yXWMxGpjY0pIiIiIiKFtbe349ixY3gjFkNPJILt7uUvgt4TieB8PAaLxYKvHfwaWlpa7rhPPBnHWHws8280Nrrg88mZyazfUXDeTGoGA9EBDEQHlryPy+661aiqqGXzioioxLExRUWhaRoaGhpWOwylqTCHqsRYW1sr7NVE0WMuxByqEKNIssenCtG1QvJhrZSO1tZW7Nu3DydOnMChoQCeR9Ndm1M9kQgODQUAAPv27Vu0KQUADpsDLe4WtLgX/3pST2JyZhKj8dHMKqux+Fjm87H4GGZTszmPJ5qIIpqILnmtK4DNq9ulUimMjY0hGo3CMAzU19fDarWudlhERFljY4qKQtd1jIyMoKGhgdcrWSEV5lCVGMfHx1FfXy8kRtFjLsQcqhCjSLLHpwrRtULyYa2Ulo6ODly/fh3d3d04EBjENqcTn/d48JjLjTJNw5xh4Fw0glOTIZyPxwAAjz/+ODo6Olb8PW0WW/pd/JyLb/k1DAPRRBSj8VGMx8fvWHE1PjOO0GxoRd876+ZVRfri8fPNK0+5B7WOWtSW16Kmokbpa175/X50dnbipZdeQjAYzNzu8/mwZ88etLe3o7W1dRUjJCLKDhtTVBSapsFmsyl74peBCnOoSoxWq1XoiimRYy7EHKoQo0iyx6cK0bVC8mGtlBabzYazZ8/i4MGDOHnyJN6IxfBGLN2Acmha5t33gPSFsvft24eOjg7YbIX7c0DTNLjL3HCXudFW3bbofRJ6ApMzkxiPj2NiZgLjM+O3Po6Pi2leRZZuXpVZylBTUYPainSjqqa8BjUVNairqIOnwoPailrUVtSizLr8xeGLJZlMZvKs67e2Us7nORgM4ujRozh27FhR8kxElC/NMPH7QIfDYVRXV2NqagpVVdlfKFJGfNWTKDusFaLssFaIlidrndy4cQOdnZ3o6uq6YyXN3r170d7evuT2PRkVsnmVLZfdBU+5J9O0qqmoyTS0aitq4Sn3wFPugdVS2C10yWQSTzzxBLq7uwEA25xO7L65Ms6uaUjMr4wLhTKNyZ07d+Ls2bOr2pyStVaIZFNKtZJLv4WNKTamikLXdQwPD6OxsVHK+FSgwhyqEGMymcSlS5fw4Q9/WMgTNNFjLsQcqhCjSLLHpwrRtULyYa3kT/bnX6lUCqOjo+jr60NbWxu8Xm/JXntIhuaVBRZUl1ff0bSaX4U139hyl7lh0Vb283LgwAGcOHEC5ZqG59dkdy2xWcPA/v37cfz48ZUOLW+y1wqRLEqpVnLpt/CZJhWFpmlwOBzcLpAHFeZQlRjLy8uFbmsTOeZCzKEKMYoke3yqEF0rJB/WSumzWq3w+XwoLy+Hx+Mp6VzbLXY0OBvQ4Fz6gv4JPYGp2SlMzExgcmYSkzOTmJiZwMTMBEKzoczH8WR8RTHo0DE5O4nJ2Ulgaun7zTewPBWezEorT7kHngoPaspvNbA85Z4FWwj9fj9OnjwJAMs2pQBgu9uN59GEA4FBnDx5EocOHVJqpRwRmQcbU1QUmqahpqZmtcNQmgpzqEqMVVVVQps0IsdciDlUIUaRZI9PFaJrheTDWjEH5vkWu8WOekc96h31d71fPBlHaCaEidkJTMQn0s2mm02sTENrdgJJPbmiOBY0sJbhtDkzTasf/92Poes6tjmdyzal5m13u/GIw4nz8Rg6Oztx5MiRFcVMRFRIbExRUei6jkAggKamJuWXJK4WFeZQlRiDwaDQd+UTOeZCzKEKMYoke3yqEF0rJB/Wijkwz7lz2BxwuBxY41qz5H0Mw0AkEVmw8irz/22NrKnZKRhY+ZVTYskYYskYBsID+NHZHwEAdns8OR1jd40H5+MxvNj5Ip4+/DRc5a4Vx0NEVAhsTFFRaJoGt9vNV97zoMIcqhKj0+kUumJK5JgLMYcqxCiS7PGpQnStkHxYK+bAPBeGpmmoKqtCVVkV7qm6Z8n7pfQUQrMhhGZDmJyZzHy82Od3W4E1F57DTGgGAPCYK7vVUvPm7z86Mop/d/rfobquGtVl1aguv+1fWTWqK27d7in3oKqsCpX2Sv7sEFHBsTFFRaFpGqqrq1c7DKWpMIeqxCi6SSNyzIWYQxViFEn2+FTBP2ZLH2vFHJjn1WW1WFHnqEOdo+6u9zMMA9OJaUzOTiI0E8Lk7CSmZqcyzau+eB8AwKFpsOf4e7lM0+DQNMQNA8l4ErOpWYzERzASH1n2sTaLDVVlVfCUexY2sW772FPuQVV5VV4XdScic2NjiopC13UMDAxg7dq1XEa+QirMoSoxDg0NCd3KJ3LMhZhDFWIUSfb4VCG6Vkg+rBVzYJ7VoGkaXGUuuMpcaHHfeYHyYHMQL+AFxA0DCcPIqTk1ZxiI33wjdpsjtz//knoyc1H45VhgQVV5FarLqlFVvrCZ5bK5kIqlcE/ZPfBUeOAuc6PCWsEXP4gIABtTVCTzF97kyWflVJhDVWIsxMXPZT1eIY4pe55lj08VvPh56WOtmAPzXBrq6+vh8/kQDAZxLhrBDvfd33r9dueiEQBArbcWf7ztjxFJRhCeDSM0G8LU3BSmZqcQng0jaazsYu7zdOiZbYmIfOCLBpBIJmB/3w7c/FG0W+yoKqtCdXk1qsrSK66qyqoyzS13mRtV5VWZLZMOG99FlKhUsTFFRTG/JYRWToU5VCXGykpx10sQPeZCzKEKMYoke3yqEF0rJB/Wijkwz6XBarViz549OHr0KE6FQjk1pk5NhgAAT33xKezcsHPR+8xvJZxvVIVmQwjPhTE1M4WpufTn8w2s0GwIc/pc3mNK6AmMz4xjfGY8q/vbLfZbzaubDaxFP775udPG6yQSqYKNKSoKXdfh9/vR2trKZeQrpMIcqhJjIBAQupVP5JgLMYcqxCiS7PGpQnStkHxYK+bAPJeO9vZ2HDt2DG/EYuiJRLA9i4ZjTySC8/EYLBYL2tvbl7zf7VsJm13Nyx43noxjanbq1r+5qUU/D82GEE/GcxrnUhJ6IutthQBg02xwl7sXNKzcZe5b/+zuhZ+XuVFmLRMSKxHlho0pKgpN0+D1evmqRR5UmENVYhS9rU3kmAsxhyrEKJLs8amC239KH2vFHJjn0tHa2op9+/bhxIkTODQUwPNoumtzqicSwaGhAABg3759aGm589pVK+WwOeCwOdBY2bjsfROpBEIzIfQP98PusiOSiCA8F0ZkLpJehTUXznwengtjOjEtJMakkcTkzCQmZyazfky5tRzuMjdcdldmdZarzJVpXFXZ082t228rt5YLiZfIzNiYoqKY3xJCK6fCHKoSo8Mh7hoFosdciDlUIUaRZI9PFaJrheTDWjEH5rm0dHR04Pr16+ju7saBwCC2OZ34vMeDx1xulGka5gwD56IRnJoM4Xw8BgB4/PHH0dHRsWox26121DnqkKpMocHbsOzKvYSeSDepZm81q+YbWPOfz98WmYsgmogKi3U2NYvZ+CzG4mNZP6bMUpZpVi21Kmu+kVVVVgWX3YVyaznPr0S3YWOKikLXdVy7dg3r1q3jMvIVUmEOVYlxYGBA6FY+kWMuxByqEKNIssenCtG1QvJhrZgD81xabDYbzp49i4MHD+LkyZN4IxbDG7F0A8qhaZl33wMAi8WCffv2oaOjAzabOn/22S121FbUoraiNqv7J/UkonPRBc2q+eZVeC6M8Gx4waqs6FwUOnRh8c7pczldKwu4db0stz3dtHLZ09soK+2VcJe5UWmvzKzactlv3c6thlSq1PkNRUrTNA1NTU18ZSAPKsyhKjGK3tYmcsyFmEMVYhRJ9vhUwe0/pY+1Yg7Mc+mx2Ww4fvw4Dh06hM7OTnR1dSEYDGaaUj6fD3v37kV7e7vQ7Xuyslls8FR44KnwZHV/3dARS8QyDaxoIorIXGTBv/nbwnNhROfSH4tsZuV6vax5dov9ViPrZuPqg82s278+/zFXaJHsNMO4ra1uMuFwGNXV1ZiamkJVVfbvbCEjXdcxMjKChobll8cSmRlrhSg7rBWi5bFOSAapVArj4+OIRCJwu92oq6uD1Wpd7bAWUL1WdENHPBm/o1kVSdzWzLq5auv2BpfIZlY+bBbbgmZVpb1y8dVadjcqyyoz93XYuKW/2FSvldvl0m/hiikqCl3XcfXqVaxfv175AlstKsyhKjH6/X6hW/lEjrkQc6hCjCLJHp8qRNcKyYe1Yg7Mc+mzWq2or6/H1NQUf2cXiEWzoNJeiUp7ZVYXfAcAwzAQT8ZvbSFcZGVWJBHB9Nw0Iol0Y2s6MY2Z1Izw+JN6EqHZEEKzoZweZ4EFTrszM/b5fy67K3P7Bz+ev4/T5oTVIleDlOTFxhQVhaZpaG1tZcc9DyrMoSoxNjY2Ct3WJnLMhZhDFWIUSfb4VCG6Vkg+rBVzYJ7NgXmWj6ZpcNqdcNqdWTezgPS7GE4n0s2q6cR0ZnVWNJFuXEUTUUTnoun/E9FMYyuejAsfgw49831WosJakVmN5bQ5042rskpU2m42uW5+7CpzwWlb2NyyW+2CR0MyY2OKikLTNJSX861U86HCHKoSY1lZmdAmjcgxF2IOVYhRJNnjU4XoWiH5sFbMgXk2B+a5dNitdnis2V8za15ST97RuJpOTCMyF8n8P/+12xtf04npwgwEwExqBjPxmZze5XCe3WJfsAJrsX9OmzOzWmv+Y6fdCafNCZuFrQ6VMFtUFLqu47333sOGDRu4vHiFVJhDVWLs7+8XupVP5JgLMYcqxCiS7PGpQnStkHxYK+bAPJsD80w2iw3V5dWoLq/O6XG6od9amZW41cSKJWKZ5tZSHxdi2+G8hJ7A5OwkJmcnV/T4cmv5rWbVYg0smxMOuwOVtspFv1Zhq4BFYy0VCy9+zoufF4VhGEilUrBarXz1fYVUmEMVYkylUhgaGsKaNWuEXBhU9JgLMYcqxCiS7PGpQnStkHxYK/mT/fkXwDybhex5VqFWKHdJPYlYMobpuenMaq1YIobpZLrRFUvGFtx+e3NrOjENA/K2IjRoC5padzS5bja0Frttvsm1ku2IpVQrvPg5SUfTNFgsFilPlKpQYQ7NGKPsxyvEMWXPs+zxqYLzWPqYY3Ngns2BeabVYLPYUFVWhaqy3Bd5zL/T4fx2wsX+ZRpdNz++vamVNJIFGNEtBoxbWx1XePkum8V2q4Flc8Jhc9zxscPmyKzectqcqLBWIB6Lwxq3os5ZZ5pVW2xMUVFweXH+VJhDVWL0+/3CXoVQYZucCjGKJHt8qhBdKyQf1oo5MM/mwDyTam5/p8NcGYaB2dQsYslYplEVT8YRS8TSt91cqZX5PLHwtkJvQ5yX1JOYmpvC1NxU9g8ygEQyAbvNjr/7nb+Dq8xVuAAlwq183MpXNLquSxubKlSYQ9lj1HUdw8PDaGxsFNr4ETnmQsyhCjGKJHt8KihErZB8WCv5UeH5F8A8m4XMeValVsg8bl+x9cEG1gcbWfMff/D+CT0hPrDbGlP/+G/+UemLuHMrH0nHMAzoug5N07jEeIVUmEOVYhTVkxc95kLMoQoxiiR7fKoQXSskH9aKOTDP5sA8E+UmnxVb8xKpxB0Nrenk9IJVXNOJacSSMcQT8fT/t63siifjSza3yqxlSjelcmWekdKqMgwDV69exYYNG3iyXCEV5lCVGAcGBtDY2CjseCLHXIg5VCFGkWSPTxWia4Xkw1oxB+bZHJhnouKzW+2otub+Toi3m29uzaKdXIoAAAudSURBVDesonNRDI0NobJq5Q0zFXErH7fyEZkKa4UoO6wVouWxToiyw1ohyk4p1Uou/Ra1R0rKMAwDs7Oz3BKSBxXmUJUY5+bmhG7lEznmQsyhCjGKJHt8qhBdKyQf1oo5MM/mwDwTkcrYmKKiMAwDfr+fJ8s8qDCHqsQ4PDwstEkjcsyFmEMVYhRJ9vhUIbpWSD6sFXNgns2BeSYilXErH7fyEZkKa4UoO6wVouWxToiyw1ohyk4p1Qq38pF0DMNAPB7nqzh5UGEOVYlR9LY2kWMuxByqEKNIssenCm4LKX2sFXNgns2BeSYilbExRUVhGAYCgQBPlnlQYQ5ViXF0dFRok0bkmAsxhyrEKJLs8alCdK2QfFgr5sA8mwPzTEQq41Y+buUjMhXWClF2WCtEy2OdEGWHtUKUnVKqFW7lI+kYhoHp6Wm+ipMHFeZQlRhFb2sTOeZCzKEKMYoke3yq4LaQ0sdaMQfm2RyYZyJSGRtTVBTcEpI/FeZQlRgnJyeFNmlEbw0UPYcqxCiS7PGpQnStkHxYK+bAPJsD80xEKuNWPm7lIzIV1gpRdlgrRMtjnRBlh7VClJ1SqhVu5SPpGIaBSCTCV3HyoMIcqhKj6G1tIsdciDlUIUaRZI9PFdwWUvpYK+bAPJsD80xEKmNjioqCW0Lyp8IcqhJjOBwW2qQRvTVQ9ByqEKNIssenCtG1QvJhrZgD82wOzDMRqYxb+biVj8hUWCtE2WGtEC2PdUKUHdYKUXZKqVa4lY+kYxgGpqam+CpOHlSYQ1ViFL2tTeSYCzGHKsQokuzxqYLbQkofa8UcmGdzYJ6JSGVsTFFR8A+c/Kkwh6rEGIvFpL3eEq8xlT/Z41OF6Foh+bBWzIF5NgfmmYhUZlvtAMgcLBYL1q5du9phKE2FOVQlRp/PJ2xprOgxF2IOVYhRJNnjU4XoWiH5sFbMgXk2B+aZiFTGZ5tUFLwgY/5UmENVYuTFz+U6nmiyx6cKXvy89LFWzIF5NgfmmYhUxsYUFYVhGIjH4zxZ5kGFOVQlxtnZWaFNGpFjLsQcqhCjSLLHpwrRtULyYa2YA/NsDswzEalM+a18fX19OHPmDNra2tDX14f29nZ4PJ7VDos+wGKxoKmpabXDUJoKc6hKjF6vV+hWPpFjLsQcqhCjSLLHpwrRtULyYa2YA/NsDswzEalM+WebTz75JL761a9i165d2LVrF/bu3bvaIdEiDMPA2NgYX8XJgwpzqEqMoVBI6OohkWMuxByqEKNIssenCtG1QvJhrZgD82wOzDMRqUzpxlRfX9+Cz9va2tDT07NK0dDdGIaBZDLJk2UeVJhDVWJMpVJCmzQix1yIOVQhRpFkj08VomuF5MNaMQfm2RyYZyJSmdKNqZ6eHtTW1i64rba2Fr29vasUES3FYrGgsbGRW0LyoMIcqhJjXV2d0K18IsdciDlUIUaRZI9PFaJrheTDWjEH5tkcmGciUpnS15gKhUKL3j4xMbHo7bOzs5idnc18Hg6HAQC6rkPXdeHxFZOu6zAMQ9pxGIaB0dFReL1eaJq22uEoSYU5VCHGVCqF8fFx1NXVCTme6DEXYg5ViFEk2eNThehaIfmwVvIn+/MvgHk2C9nzrEKtEMmglGollzEo3ZhaylINq2PHjuHrX//6HbePjo5iZmamwFEVlq7rmJqagmEYUr5Scvtb2Mp4slSBCnOoQoypVAqRSAQjIyOwWq15H0/0mAsxhyrEKJLs8alCdK2QfFgr+ZP9+RfAPJuF7HlWoVaIZFBKtRKJRLK+r9KNKY/Hc8fqqImJiSXfle+ZZ57BwYMHM5+Hw2G0tLTA6/WiqqqqkKEWnK7r0DRN6ndQ8vl8qx2C8lSYQ9lj1HVd+LuNiR5zIeZQhRhFkj0+FRSiVkg+rJX8qPD8C2CezULmPKtSK0SrrZRqpaKiIuv7Kt2Y2r59O1588cU7bt+yZcui9y8vL0d5eXnm8/mLA0ajUeWTrus6otEoHA6HlGPRdT2zvFjG+FSgwhyqEGMymYTf70d5eTlstvx/BYoecyHmUIUYRZI9PlWIrhWSD2slf7I//wKYZ7OQPc8q1AqRDEqpVqLRKIBbfZe7UfqZZltb24LP+/r6sGXLliVXTH3Q/NKylpYW0aEREREREREREZlaJBJBdXX1Xe+jGYq/p2hfXx9efPFFbN26FRcuXMAzzzyTdWNK13UEAgG43W4p92LnYn5b4o0bN5TflkhUSKwVouywVoiWxzohyg5rhSg7pVQrhmEgEomgqalp2dVfyjemKC0cDqO6uhpTU1PK/wATFRJrhSg7rBWi5bFOiLLDWiHKjllrRe1Ni0REREREREREpCw2poiIiIiIiIiIaFWwMVUiysvL8Rd/8RcL3nWQiO7EWiHKDmuFaHmsE6LssFaIsmPWWuE1poiIiIiIiIiIaFVwxRQREREREREREa0KNqaIiIiIiIiIiGhV2FY7AMpPb28vAGDz5s3o6+tDKBTC5s2bVzkqIjn09vZi7969uHjx4oLb+/r6cObMGbS1taGvrw/t7e3weDyrEySRBJaqFZ5jiBbq7e1FT08PAODChQvo6urKnD94biFKu1ud8LxCdMt8nYRCIVy4cAGf+9znMvVgunOKQUprb283ABgAjO3btxuTk5OrHRKRFE6fPm1cvHjRWOzX3ObNmzMfX7161di1a1cxQyOSyt1qhecYooWeffbZBR/ffj7huYUo7W51wvMK0S0ej8e4ePGiYRiG8eKLLxptbW2Zr5ntnMKtfIp7+OGHMTk5icnJSbz22mul3UUlysGuXbsWfQWur69vwedtbW2ZVyuIzGipWgF4jiG6XW9vL44dO5b5fNeuXejt7UVfXx/PLUQ33a1OAJ5XiG53+vTpBc/Bbl+BezsznFPYmCoBHo+Hv9SJstTT04Pa2toFt9XW1maWlhPRQjzHEKVt3rwZXV1dmc9DoRCA9DmE5xaitLvVyTyeV4jStm/fnvn49OnT+OIXvwjAnH+v8BpTiguFQjhz5gyA9B7uL37xi2hra1vlqIjkNf8E6YMmJiaKGwiRAniOIVpo165dmY+//e1vY/v27fB4PDy3EN1mqToBeF4h+qDe3l58+9vfxmc+8xm0t7cDMOffK2xMKe72i6C1tbXhM5/5DK5evbq6QREpaKkTAJGZ8RxDtLj5P64/+IYBi92PyKwWqxOeV4gW2rx5M9ra2vD000/jzJkzCxq7H1TK5xRu5VPc7ftP56/Y/8E9qUR0i8fjuePVhomJCS4pJ1oEzzFEi3v66acXXB+H5xaiO32wTgCeV4gW4/F48OSTT+LJJ59EKBQy5TmFjSmF9fb24tOf/vQdt39wPyoR3XL7Xu7bbdmypciREMmN5xiixT333HN4+umn0dbWhlAohFAoxHML0QcsVic8rxDd0tPTg5qamszn81ta+/r6THlOYWNKYW1tbXj22Wczn/f09GDXrl0l3UklWonbl71+8DoGfX192LJlC+uGCHfWCs8xRAudOXMms+0iFArhn//5n+HxeHhuIbrN3eqE5xWitNra2gUNqN7eXng8nkzt3M4M5xTNMAxjtYOglevt7UVPTw88Hg+uXr264Jc9kZn19PTgtddew3PPPYevfvWr2Lp1a2bPdl9fH1588UVs3boVFy5cwDPPPFPSv+iJ7uZutcJzDNEtfX19WL9+/YLbPB4PJicnM1/nuYXMbrk64XmF6JYzZ85ktuy99tprePbZZxesnDLTOYWNKSIiIiIiIiIiWhXcykdERERERERERKuCjSkiIiIiIiIiIloVbEwREREREREREdGqYGOKiIiIiIiIiIhWBRtTRERERERERES0KtiYIiIiIiIiIiKiVcHGFBERERERERERrQo2poiIiIiIiIiIaFWwMUVERERERERERKuCjSkiIiIiIiIiIloVbEwREREREREREdGqYGOKiIiIiIiIiIhWxf8PHeUyBUTrECcAAAAASUVORK5CYII=", + "image/png": "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", "text/plain": [ "
" ] @@ -726,7 +726,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 36, "id": "74d6e98f", "metadata": {}, "outputs": [ @@ -833,7 +833,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "id": "35f4438e", "metadata": {}, "outputs": [ @@ -844,8 +844,8 @@ "Total segments analyzed: 637\n", "\n", "Worst performing segment:\n", - " Rows: 7631 to 7644\n", - " Parameters: currL=15A, currR=15A, roll=3.0°\n", + " Rows: 1261 to 1274\n", + " Parameters: currL=15A, currR=15A, roll=-3.0°\n", " R² Score: 0.999302\n", "\n", "Best performing segment R²: 0.999992\n", @@ -913,13 +913,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "id": "6ceaf2b2", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1020,13 +1020,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "id": "c120048d", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1086,13 +1086,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "id": "70b9b4e1", "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABjUAAAS1CAYAAADjrFn4AAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3Xt4XFd1N/7v0d3WbSRfYgcnwaNA3JCAopGsOKEFailNItq0RSP3Ql+7SSUBDr1Q0MRQ2qa0GAlaWrBbJLt9lffl9xZLakkAK6aalAIl2JY0CBLAlGhMSHAcO5ZGN1vWZc7vj+GMNLqORjOz9pn9/TxPHvBctNY+a+nsOdpzzjFM0zRBRERERERERERERESkuDTpBIiIiIiIiIiIiIiIiKLBRQ0iIiIiIiIiIiIiIrIFLmoQEREREREREREREZEtcFGDiIiIiIiIiIiIiIhsgYsaRERERERERERERERkC1zUICIiIiIiIiIiIiIiW+CiBhERERERERERERER2QIXNYiIiIiIiIiIiIiIyBa4qEFERERERERERERERLbARQ0iIiIiIiICAHi9Xvh8Puk0iNaFfUxERJTauKhBRESUArxeL4qKitb0XyAQkE7bdgKBAAzDWPRfUVERqqur0dXVFfPPbmtrg2EY8Pv9Kz4Wy890uVwx5xVrzFhzlrBcXa1t19bWtux729ra4HK5lvzjWVdXF0pKSsI9YmlsbERRUREMw0BjY2NCxiTN2i7W2F0uFxobG8X6wu/3wzAMuN3uZV9j9e5af49X6oFo3msYhjL7Y6/Xi8bGRjidzvBj6/n9oDmrzR+x/gHejvvcpcTj92j+NnA6ndi7d6/ttwsREREtLUM6ASIiIlq/8vJyNDc3L3q8sbERDodjyeccDkcSMktNVVVVaG1tDf/b7/ejs7MTbrcbtbW16OzsFMxujpWHz+eD3++P+EMlLbawrj6fDz09PWhsbERnZyd6enoWvWdwcBA+nw9DQ0MRj3d1dcHtdqO5uRllZWXhP6xVV1djaGgIx44dS9nfwerqani9XtTW1oYXbfr7+9HR0YGOjg4MDw8LZxhfy/WA3fj9frjdbnR2di7Zm7H8fqSaQCAAj8cDr9cb3qe2traiqqoq6p8xfzsGAgH4/X60trbC5XKhubkZTU1NiUpfafH+PXI6nTh27BhcLhfOnz+fsvtbIiIiXXFRg4iIKAU4HA40NDQsetz6xu1Sz1HsnE5nxAKB0+lEVVUV3G43qqur0dLSIv6HqUAgAK/Xi+bmZng8HnR1dYnnlAxdXV1wOp0oKytb83uXqmttbW24ri6XC/39/RHvaW5uXnLR8PDhw2hoaIjY5n6/H16vF/39/THllyzr2YYlJSXhRb7a2tqI55qbm1PyW/3L9UC8racu0WhsbERVVdWyf6CP5fcjlfj9flRXV4e/KOB0OuH3+1FcXLymn7NwO5aVlYUXAD0eD6qqqpTePyRKIn6PamtrcfjwYXg8nogFOSIiIrI/Xn6KiIiIKE6qqqrgdDpx4sQJ6VTCfzxuamqCw+HQ5g869fX1cd/+1jerfT5f1Jcm8vl8i74ZbF1WRfVvDMe6DVtaWsLfOl+4oAGExq3DwlqiJKK3LdaCWyyXQ4vl98OOqqur4XQ60d/fj9ra2vBiRLwWIKx9tC776mQ5dOgQ2tralLnEGxEREcUHFzWIiIiI4kyFP56cOHEi/Ifluro6+P1+Xlt8HRoaGuBwOODxeKRTUdbhw4eXPWuM1GZ9Q34tl1GaL9V/P9ra2sJnICWSw+HgfjrOrHkwFc8SIyIi0hkXNYiIiDQWCATQ2NiIkpISFBUVwe12L/qDSldXV/gmx11dXeEb/lqsS3JYNzv1er1wuVwRN6de7kamC19n5eR2u1FUVISSkpKo/0jm8XiWveGudWmU+fnOv9FtS0tLVDFW09XVBb/fv+jbztFs53jy+/3w+XzYt28fAIRvjrzUN4Ct+i7McalvbPt8vvDNn60bBFu1qq6uXjGnWOtqvdfj8YRvul1SUrKoZm63O1z/lpaWcH3j+Ycsa3Fofo8t7G0r9vz/X1JSEvFzrHHMH8Nq22e138No379SndezDb1eLwKBAA4dOrTqa+eLprbWz3e5XPD7/eHXW79Libbatl1u/7aW35ehoaGY6xKPfZp1D5T1WOr3A4judz+abbXe34FoX7OU1tZWlJWVYWhoCG63GyUlJSgpKYnr/iUQCCAQCCy6Sfta546V5sL5c+5a9v1r+axgvbaoqCji582vcUlJyaKzepb6PYp2/7CasrIyLe75QkREpBMuahAREWkqEAhg586d4fsuHDt2DIFAAC6XK3yZHCD0xzbrj2lutxvFxcXhPzL5/X6UlJTA6/Xi0KFDcLvd8Hg8Ee9fC7/fj507d8Lv9+PYsWPweDxoa2uL6g9P1h/wOzo6Fo3T6/WGn7f+oNPT04POzk5UVVWt+Y8d1qKB9Z91U2i3242qqqqIS+xEu53jyfpjkfWta+t/l7o0jFVfl8sVvlZ8VVUV2traFv3R3eVyoby8HP39/aiqqkJjYyMqKirwzDPPrHgt9PXUFQjV1OfzwePxhG9M7PF4It7f3Nwcvp5/bW0t+vv70d/fj7q6uqhiRMNanOjr61v2NQ0NDYvyWNhfra2t6O/vD5/REM32We33MNr3r1Tn9WxDq5fXeimeaGprjdH6oygQ+sNteXl5+HcvWoFAIOJ3d/5/S90PItbeXevvy3rqst59mnWz6oqKiqjfs5Slfj+i2X7Rbqv1/g6sZz9kLdZUV1ejuro6fE+NxsZGeL3edW03i5WHtQgQ69xhvf/w4cOLxuDz+cLPr2Xfv5bPCtbPO3bsWPjnVVdXw+1249ChQ+HFdbfbvepZjdHuH1ZTXl6+4n6biIiIbMgkIiKilAXALCsrW/K52tpa0+l0Lnq8rKws4j2tra0mABOA2dPTE/HaqqoqE4A5ODgYfmxwcHBRXOtnzH/dUrGqqqpMh8MR8Zqenh4z2o8sTqfTrKqqinhsfuz+/v4l84jW8PBweFss/M/pdJqdnZ2L3rPW7Tw/t+W222qcTueiulu16u/vj3jcitHQ0BDxOICIbdnU1LSoNk6nc9H7lsp5vXVdSm1t7ZLvdzgcZlNT05p+llXXhWNZqLOz0wRgtra2hh9brkZL/Tzr/QtrEM32We33MNr3r1Zn04xtGzY0NKzrd2u+pWpr5b/wd2ypfdBSrP1SNP/Nj7GWbTs/h7X+vsRal/Xu0+b/jKX2X6a5vt+PaLbfWrdVrL8Dse6H5u/3F27npfa1q/2cqqoqs7+/P/xfZ2dnuI+bm5vDr1/P3LHUWJuamkwA5vDwcMT7Vuu9teax8Oc5HI5F+z1ru0ezL11opf3Dcu9tbm6OGDsRERHZH8/UICIi0lAgEEBXV9eS33Zsbm4Of3N5vqampkXXW/d6vWhoaIi4XIbT6Yz491pysn6edRmOQCCA8vJyOByOqL4NW1tbG74MjsW6bIjT6QzfoLm5uXld971oaGiAaZrh/6yfvfDyLbFs5/Wy7p1hnZliWekSVPOft1iXWrH4fD6Ul5dHvMbpdK56KZR41HUp1rfK11PHtbK2Ryz9vZy1bp+Fv4drff9qdY6V9bu1VD28Xm/Ef6tZqbYLzwSxvsUf7Q2qa2trI3535/+38HdjPb271t+XWOsSj31avPp64c+JdvutdVvF8jsQj/1QVVXVom1UW1sLn8+3pm0//xKNLpcL9fX1AEJn2lhn+a137mhsbAyP2dLV1YXa2tpwz1hW6r1Y8lj486z5cf7v7vweWatY9v3WmOOxryMiIiI1cFGDiIhIQ9ZlGBb+IWn+Ywsv1bDwGvDWHzIW3hMDwKI/mkRj/j0JrGtxW/9Zl0dZjXVZDesSVNalZqzHnU4nGhoa0NbWFtO9HZZj/XFn4fXVY9nO62X9Ydb6o6D1n/VHpIWX57Ks9gfNpf7IOP/nLicedQXmrq3ucrlQVFQkckNi6xJA8VzUWOv2Wfh7uNb3xzP3+aw/NC7s5/mX7LH+W5jTempr/aF0cHBwnSNYbD29u9bfl1jrEo99WrwWBhf+fkS7/da6rWL5HVhPLa35bKl8rEtureUeSQsX1oaHh9HT0xOxULPeucNavLDmA5/Pt+T9npYb13ryWOrnFRcXr/jvlcRj32/FS+YiOBERESUWFzWIiIg0ZB3YL/Wtxfnf0JxvuT98rOWPE9Ho7+9f8lvU1v0HVmKdJdLZ2Qlg7g/48+8J0Nraip6envDPa2lpWfUm16upra1FWVnZoj+2xLKd18taWJl/M9uSkpLwGBd+ezdajY2N8Pv94Z/f1ta27B/JlrKeulo3oPX5fDh06BD6+/sj7luSLF6vFw6HIyELA9Fun+Vir2f7xoO1uGD97lkcDseyZ0IA6tR2JbFs2/X+vqxFIvZpsVju92O17bfWbbWe34FYf08cDkdSv+Ufj7mjoaEhfAbTiRMn4HA4Fp1tmYw8gNi+6ADYY/9AREREMrioQUREpCHrD5BLXb4i2hv+Wn9YWutNtueb/8cQ6+et98yF+TdutW6au/APKlVVVWhtbcXg4CCam5vh9XrX9E3bpVg3T52/sBGP7bwW1mVQWltbl/zDnfUH54V/eI5GX18fnE4nPB4PDMOAx+NBZ2dn1H2ynrq63W7U1taip6cHtbW1cDqd2LRpU8w/LxZdXV3w+/0r3hA9FuvdPvH6vVkv64wBr9e7pkuqrbe2K50xtl7r2bax/r7Eaj37tHhcmmep349ot996t1U0cdb7e1JeXr5kX1tnCMW7rvGYOw4dOgQgVJuurq6Ixf1k5rEe8dr3W70d6+IKERERqYeLGkRERBpyOp0oKyvD4cOHFz13+PBhOJ3OVb/RaV0ju62tLWJxwrrk01IWvm7+H92se1Is9Udj6/rn0bDua9HV1QWv1xtxfe+lfo41zvWeMVFWVoba2lq0tLSEf1Y8tvNaWN+EX+6PV9a2WXiZrGj09/ejsbERw8PD4f8W3kNkKfGqq3V5I0tvb++yr13vAtVCPp8P9fX14T/cx9N6t0+8tu9CsWzD5uZmOBwO7N27d00LG2up7cKfay0ixvIH29WsZ9vG+vuymqUu3bXefdp6L82z3O9HtNtvvdsqmjjr/T2xziZZeJZbW1tbXOq6ULzm6KqqKpw4cSLms4SSPYctZS37h+XMn5OJiIgoNWRIJ0BEREQyOjs74XK5wtdgLy4uxuHDh+Hz+cLXRl9Nc3Mzqqur4XK5wj9jqetdW39IaG1thcfjgd/vX/J1x44dw86dO8M5OZ1O9PT0oK2tLXzWxWqsP8Is9cdOr9eL+vp6NDQ0hP9Qcvjw4UU3MY1Vc3Mzurq6UF9fH3FWxHq3c7Q6OjqWvBHsfNb1962bxkarpKQEhw8fxpUrV8LflLX+aLbaH4rWW9f5f1QrKytDZ2fnsjeGLi8vh9frRVdXV/iPX9GeXTE0NBTxR2OfzxfOs6qqKqYzXKKx3u0Tj9+b+WLdhg6HA/39/XC73XC5XGhqakJFRQWGhoYwODi45GXP1lJbAKivr8fQ0BCKi4vR2toKr9eLpqamhH0DO9Ztu57fl+UsVZeKiop179Os1/X29q64T4jl9yOa7RePbRVNnPX8ntTW1qKqqgputxuHDh2C0+kM9+2xY8eiynGt4jF3eDweVFdXh+dFqTxitdb9w3J6e3u5oEFERJRqTCIiIkpZAMyysrJlnx8eHjZra2tNh8NhOhwOs7a21hwcHIx4TWtrqwlg0eOWnp4es6ysLBzL+vfCuLW1tSYA0+FwmFVVVWZPT4/Z0NBg1tbWLsqpoaHBdDqdpsPhMMvKyszOzs41jbu5udkEYFZVVS362U1NTabT6YzIZbmxLTQ8PGwCMBsaGpZ9TUNDgwnA7O/vj3hfLNt5tW0/X09PjwnA7OnpWfF1/f39JoDwdl8uxsIaWtt0qf/m13C5n7eeug4ODoZr5nQ6zaamJrO1tdUsKyszh4eHF20HaztbfbYaq65L/ed0Os3m5uZl37vceJfqk87OzkW9MT+HlbbPar0Q6/uX+l2NZRsu1NzcHK6ZtR0bGhoW/axoa2vl39nZGf5dWq02C+Ms7NWF5seYL5Ztu97fl2jrst59mqWqqmrZuWI9vx/W+1fafuvdVtHGifY1K2loaIjYjy/c/6y2HVbrwaXes945GsCSNVpL760nj+V+3sK8lnr/WvcPy20Dh8Ox4rxNRERE9mOYpmmua1WEiIiIaAHr+vaJ/hYnJYfP54PL5UJra2vE5WUCgQDa2trg8XgWPUcUT21tbWhsbMTg4KDy37i24+9LS0sLPB4Pkn1oaMdtZSd+vx8lJSUYHh7W9n4SVo/19PQk/FJZRERElDy8pwYRERERrci65MzC+xY4HA40NTUBWP89SYhShR1/X6xLeMVyv531sOO2spPW1lZUVVVpu6ABACdOnEjKvT+IiIgouXhPDSIiIiJakXVte5fLhcbGxvAfh/r6+tDa2hq+CS8R2ff3paGhAc3NzUk9K8Ku20plfr8/vFjU0tKi9RmTgUAALS0tCbsfEhEREcnh5aeIiIgo7nj5qdTU0tKCEydOwO/3IxAIwOl0ora2FocOHdL6m8CUeHa6/JTFjr8v1dXVqK6uDp8lkSx23Faqsi63BADNzc1Jr6VK3G43iouL0draKp0KERERxRkXNYiIiIiIiAiBQCB8jwterofszFoo45criIiIUhMXNYiIiIiIiIiIiIiIyBZ4o3AiIiIiIiIiIiIiIrIFLmoQEREREREREREREZEtcFGDiIiIiIiIiIiIiIhsgYsaRERERERERERERERkC1zUICIiIiIiIiIiIiIiW+CiBhERERERERERERER2QIXNYiIiIiIiIiIiIiIyBa4qEFERERERERERERERLbARQ0iIiIiIiIiIiIiIrIFLmoQEREREREREREREZEtcFGDiIiIiIiIiIiIiIhsgYsaRERERERERERERERkC1zUICIiIiIiIiIiIiIiW+CiBhERERERERERERER2QIXNYiIiIiIiIiIiIiIyBa4qEFERERERERERERERLbARQ0iIiIiIiIiIiIiIrIFLmoQEREREREREREREZEtcFGDiIiIiIiIiIiIiIhsgYsaRERERERERERERERkC1zUICIiIiIiIiIiIiIiW+CiBhERERERERERERER2QIXNYiIiIiIiIiIiIiIyBa4qEFERERERERERERERLbARQ0iIiIiIiIiIiIiIrIFLmoQEREREREREREREZEtcFGDiIiIiIiIiIiIiIhsgYsaRERERERERERERERkC1zUICIiET6fD4FAQDoNoph4vV7pFIiIiIhoBTzeIDvj8QbRyrioQUQxaWxsRFFREQzDQElJCRobG+H3+xMa0+PxoKioaNnnSkpKovo5LpcLjY2NUcetrq5GS0tL1K+n1Xm9Xhw+fBgOhyPpsVfqI5V5PB4YhmGrD7ctLS0wDANFRUUR+wuPx6P8AeZq29vv969pP0JERESReDxBicTjjbXj8UZy8XiDaH24qEFEa+L3+1FSUgK/34/Ozk4MDw+jtbUVQ0ND6Orqkk4vKocOHYLb7ZZOIy6sD8xFRUVobGxU/oMbEOoht9uNY8eOSaeSNF1dXaiurl70uNvthmEYEf8t9ToAaGtrg9PpRGdnZ6LTjSuHw4Hh4WEMDw/DNE309PTA7/fD5XIlrF+Tsb0bGhrQ19eHtra2uOZORESU6ng8oZ7lPjsBoT8al5SUhI837IDHG3N4vBFISEwebxDJ46IGEa2J2+2G0+lET08Pqqqq4HA4UFVVhc7OTjQ1NUmnF5Xa2lpUVVXF7ed5vd6ov9UVT263G36/H+fPn8fw8HD4MdU1NzejoaFB5FtTyWYtOnk8nmW/edjU1ATTNMP/9fT0LHqNz+dDcXExPB4POjo6Ep12Qlkf3IeGhuI+lmRv7+bmZjQ3N8ctfyIiIh3weGIxqeOJ1T47tbW1obW1FT09Pejv70dfXx88Hk/S81wrHm9E4vFG/PB4g0gdXNQgoqh1dXXB5/OhtbVVOhVCqB7Hjh0Lf1hvbW2F1+tV+myNQCCAtrY27Nu3TzqVpGhubsbw8PCKB3+bNm1a9ee0traiqqoKVVVVCAQCtjolPJmSvb2tP2bY5VulRERE0ng8oZbVPjt5PB60trbC6XTC6XTi2LFjyl9Gi8cbi/F4I354vEGkDi5qEFHUTpw4gbKyMjidzlVf29XVBZfLFb6m5cJJuLGxER6PJ3wt3aKiorhP1NbPLikpiThls7q6OuJDSCAQgNvtRlFREVwuV/h6ui6XK/yaK1euRPw860OH2+1GdXU1/H5/+PTSZC4qDA0Nrfk9brcbLS0ti8ZjfUPMMIxFZ3zE8p6l9PX1weFwoKysbNFz1qnthmHA5XKFt/HCevl8PhiGEZFbW1sb2traFtVmqcftqKOjI/ytRqfTue4/BEhua+tyAMXFxWhoaFjXOBJlLdu7rKxsyW9fERER0WI8nlDveGI5fr8fgUAg4owU6zP8ap+rebxhPzzeSC4ebxCtHxc1iChqfr8f5eXlUb12aGgIx44dg2maaG1thdvths/ni/hZbW1tcLvdOH/+POrq6sKXU1pJIBBYdI1KwzAWfWNo/qWZenp64PF4IuLP5/F4UFxcjOHhYTQ2NqKrqwuDg4Po7+8Pv6alpSWca1lZWfh6sp2dnejs7ITT6QyfXpqs05ybm5vD99EIBAJobGyM6jTrQCAAj8cTMR63243W1lb09/ejv78fXV1dEQdusbxnKT09PUsexDY2NuLEiRPh6yo3NzdHfTAXCATQ2toaPjXXOvBa7nHV9PT0rHidYuvsGyv/2tradR2wJ3tbL/ydLSkpgdPpjPj9SqZ4b+/q6mpbH8ASERElE48n1DqeWMly29HpdEa1jXm8oQ4ebyQXjzeIkiNDOgEiso9AIBD1B+z534ioqqqC0+mE1+uN+MZMQ0NDeCK3Lp1kfVBZjnUTsIU8Hk/4g4Df70dXVxeGh4fhcDjgcDjQ3Nwc/mbYQh0dHXjmmWfCOTU2NsLv90d8GC4rKwvn2tjYuOzNvqIR7Q32XC7Xit8ssa45XFRUBCCUe7TfqFk4nq6uLjQ2Noa/1VRWVobBwcF1v2ehhdsVmDtFfHBwMPzcWg8IrAPOhf253OOriVeNotHX14dnnnkGTqcTe/fuhdvtjrhZnHVqsmXfvn1oaWlBV1cXamtr1xRLYlvP/531+XxwuVw4dOhQxOvsvL2Li4tjOmOKiIhIRzyeUOt4IpF4vLEyO3/+XQmPN3i8QZQsXNQgoqg5nc5F305yu93hD/9VVVURp0W2tbWhp6cHfr9/1W/zWO+P5nWrsXLcuXNnxOPRfisMCH1wWO69C59bq3hdQ7ixsRFDQ0PhD3DWN5vmf2BazlLjmf+Y0+lc9G2aWN6zUCAQWHSQ4fV64XA4oroMwXKsm0xG+/hqknWd5+bmZhQXF4dzbG5uRnV1dcQBf1dXV0Q+ZWVlcDgcaG1tXfNBhvS2tg5UreszW+y8vR0OhxKXiCAiIrIDHk8s/dxaSd+TJJr8ebyxMjt//l2J9Lbm8QaRPnj5KSKKmnXa4/wJtbOzE6Zphs8asLhcLnR2dqKxsRH9/f1LfqMpkcrKyjA8PBzx33LXoayqqsLhw4cBhE4Ltz5UzKfCKeDz+Xw+tLW1hW8Ubn0I6urqiupU4aXGs9oYY3nPel8freU+NK/nw/RaWNd7Xu7yBctxOp0R28TK1zoYt2rp8XjC14ouKioK30xO4sPterd1c3Mz2tra1vUHB522NxERUSrh8YR9WJ+TFn7+8fv9UY2FxxvxpdPnXx5vEFE0eKYGEUWtqakJra2ti771sJDf74fP54Npmmv6+V6vN+rTQldSVlYGn88X9ent1uusa29ap44nih1OF0+UpU6dLSsrQyAQWPJU8aUk49TbtdYo1uu1Lhyz9a1A6zHr2zoLz76xTqvu6OhYU4+osK3nf3vKGpedt3e0B/ZERETE44l4ScbxhPXHWa/XG/72uPXZSdV7RwA83liIxxs83iBKVVzUIKI16ezsxN69ezE0NIRDhw6FbxQ3/1sQ1qnCbW1taGhoQFdXF3w+H/bt2xfxs9ra2rBv3z44nU7U19fD7/fH5Y/4TqcTDQ0N4RvLOZ1OdHV1we/3L/oGGBD6kGDdcAxY+7d7rG0QCATQ19cHp9O54ge4eJz6al1Ttr6+Ppx3c3MznE7nmk8RTqaSkhL09fVFPDa/Xp2dnSguLobX60Vvb294TNaHQb/fD4/Hk/A8k3F6st/vh8vlwrFjx1BbWxsem3Wzd+vbOkt9I9Cqf2tra/h3xjr4X6n+qmzr5uZmuFwu+Hy+8DgSLd7b2xIIBNZ0KQoiIiLd8Xhi6XjJPp6IRnNzMzweD8rKylBcXIz6+volx68SHm/M4fEGjzeIUhkvP0VEa1JWVobz58+HP9QWFRXB7XYDQPgDicPhQFNTExobG1FUVISenp4lr39pnaa9c+dO+P1+9Pf3x+0bCK2trSgrK4PL5UJRUdGim3HN53Q64Xa7UVJSgpKSEhiGER5TNKwPIDt37lzxpoTx9swzz6C4uBgulwsulwtDQ0Mxf6MkWaqqqhZdRxmYu1ladXV1uF7WQWtjYyP6+vpQVFSExsZGNDY2rvs070AgEHE6sfVfvE/3bWtrg2EY4ZtFGoaBkpISAKG+6+zsxOHDh2EYBqqrq9HY2Bj+wN3R0QGn07ls3zY2Noa/QQiEvplYX1+/ak7J3tZLmf/tqXhK5va29PT0JP1yGERERHbG44nFpI4nVvrsBMzd9Ly6uhoulwtVVVVJzS8WPN7g8QbA4w0iHRjmWs/nJCKKg+rqapSVlYl/KO7q6kJ9fT3Onz8fPgDy+XzYu3cvmpubU+7yTyooKipCZ2en0qet21EgEIDb7V72Ws+UGIZhiFznm4iISHc8nqDl8HgjMXi8IYPHG0RL45kaRKS13t7eRd/6KisrQ11dnfJnPdjVoUOHxA8+U5HX613TNwJp/bq6ulBVVcUDDCIiIo3xeEI9PN5IDB5vJB+PN4iWx0UNItLavn374PV60dXVFT7Ns6urCx0dHfzAliBNTU3h67FS/NTW1vKbgEnm8Xh4wExERKQ5Hk+oh8cbicHjjeTj8QbR8rioQURaKysrQ2dnJ1pbW7Fz504UFRXh8OHDOHbsGE9XTqD+/n7U19fH/ZqyRMnidrvR3NzMb00RERFpjscTauLxBtkdjzeIVsZ7ahARERERkZa8Xi+A0HXCe3t7sW/fvvAfD/x+P7q6uuB0OuH3+9HQ0BC+vEyszxERERER0fpxUYOIiIiIiLRUVFSEZ555BmVlZWhra0NzczMGBwcBAC6XK3w9fL/fD4/Hg87OznU9R0RERERE68fLTxERERERkZY6OzsjLusw/2yL+ZxOZ/isjlifIyIiIiKi+OCiBhERERERaWn+9e47OzvR2NgIIHRZquLi4ojXFhcXw+fzxfwcERERERHFR4Z0AnYVDAZx4cIF5OfnwzAM6XSIiIiIiJLONE2MjY3hxhtvRFqaPb8v5fP5cOLECVRXV6OhoQEAlr2x7NDQUMzPrYbHF0RERESku2iPL7ioEaMLFy7gpptukk6DiIiIiEjcSy+9hB07dkinEZOysjI4nU54PB50dXWhtrZ22dcut2gRy3PXr1/H9evXw//+2c9+httvvz2alImIiIiIUtpqxxdc1IhRfn4+gNAGLigoEM5GT7Ozs/jxj3+MN7zhDUhPT5dOJ+lM08Rrr72GzZs3a/ltPhXqL10D3eNL94D0+FXIQTq+dA9Ik97+KtC9B1QwOjqKm266KfzZ2K4cDgfcbjeqq6sxPDwMh8Ox6OyKoaEhOByOmJ9b6PDhw3j88ccXPe7z+ZCXl7f+QdGazc7O4mc/+xle97rXablPMU0TgUAADodD63lFsgekayAdX4Uc2AN6xwfke0CaCjWQpHv9VTA+Po6ysrJVjy8M0zTNJOWUUkZHR1FYWIiRkREuaggJBoO4dOkStm7datvLHVDsWH9iDxB7gNgD8uz8mdjr9cLtdmN4eBhA6CbfJSUl6O/vDy9y9Pf3h19fVFSE8+fPY2hoKKbnFi5sLDxTw1ogGh4ett22TBXBYBCXL1/Gli1buE/RFHuA2APEHtAb6y9vdHQURUVFqx5f8EwNsi3TNHH9+nXoui5nmiYmJyeRk5Oj5eq5CvWXrgHjy/aA9PhVyEGF+NL7AUnS218FuvcArU9xcXHEjcJ9Ph8cDgfKysoWvdbv96O8vDx8NkYszy2UnZ2N7OzsRY+npaXxIFqIaZqYmpqCYRha1oDzinwPSNdAOr4KObAH9I5v5cC5QN+5QPf6qyDa7c5FDbK1q1evSqcgamJiAjk5OdJpiFGh/tI10D2+dA9Ij1+FHKTjS/eANOntrwLde4BiV1ZWhn379qGtrQ0A0NPTE3GGRWdnJzweDyoqKtDb24vOzs51P0fq032fwnlFvgekayAdX4Uc2AN6xwfke0CaCjWQpHv97YKXn4pRtKfaz87OYnp6OomZ6SMYDOLKlSvYtGkTV0/XKCsry/bbjJccIfYAsQeIPSDPzpefUg2PL+Tx+CJ2mZmZKXHtcc4rxB4g9oDeWH950X4m5pkaCWKaJi5evIhAICCdSsoyTROzs7MYGxvT8pQ4ILSzjWUnm5aWhp07dyIrKysBWSWHaZq4du2a+OWnrl27hg0bNoidmsv4cj0gPX4VclAlvq7fz5De/irQvQdILzy+SDweX8R+fAEADocD27Zts/W2k55XpOd26fgq5MAe0Dv+/Bx0/XypQg0k6V5/O+GiRoJYBxxbt27Fxo0btdwRJJp1nbusrCwtt6910JWenr6m8QeDQVy4cAGvvPIKbr75Zltvu6mpKekUwpM948uQ7gHp8auQg3R86R6QJr39VaB7D5A+eHyReDy+iO34wjRNXL16FZcuXQIAbN++PVEpJoX0vCI9t0vHVyEH9oDe8QH5HpCmQg0k6V5/u+CiRgLMzs6GDzg2bdoknU7KMk0TGRkZyMjI0PKgYz22bNmCCxcuYGZmBpmZmdLpxMQwDBQWForW3jAM0d9xxpftAenxq5CDCvGl9wOSpLe/CnTvAdIHjy+Sg8cXsbP++GVdssOul6KSnlek53bp+CrkwB7QO76Vg86fL1WogSTd628nvDhYAljXuN24caNwJqkvGAxKpyDG+iZVLKfEWZedmp2djXdaSWN9I0z68lPj4+OipybrHl+yB6THr0IOKsSX3g9Ikt7+KtC9B0gfPL5IHh5fxHZ8Acz1p53v+SI9r0jP7dLxVciBPaB3fCsHnT9fqlADSbrX3064qJFAXNVLPJ12Mj6fb9FjsY4/VXpzZmZGOgXxgzbd40v3gPT4VchBOr50D0iT3v4q0L0HSC+p8hlOZTodXwCLjzHWM/5U6U/peUV6bpeOr0IO7AG94wPyPSBNhRpI0r3+dsFFDQIAuN1uFBUVweVyweVyoaSkBI2NjdJprSra05qXGp/H44nqvUVFRfD7/etJMy5cLlfEQYdhGEueGq9KvolmGAYKCgrELz9VVFQkemqy7vEle0B6/CrkoEJ86f2AJOntrwLde4BIdXY8xljLZZNS7RhjueMLQJ18E016XpGe26Xjq5ADe0Dv+FYOOn++VKEGknSvv51wUYPCGhoa0N/fj/7+fgwODsLhcKCkpEQ6rWW1tLSgsrISt956a1QHDwvH5/f7lT+oms80TZSVlUX8ez2nh9udaZqYmJgQPy11bGxM9NRc3eNL9oD0+FXIQYX40vsBSdLbXwW69wCRHdjxGKO8vDzqBYpUOsbQ/fgCkJ9XpOd26fgq5MAe0Du+lYPOny9VqIEk3etvJ1zUoGU1NzfD6XRG/W2jZGpsbMSVK1fw7LPP4oUXXkBzc/Oaf0ZzczM6OjoSkF3y6L6TVeGax9L3JdE9vnQPSI9fhRyk40v3gDTp7a8C3XuAyG5UP8YYGhpCX18fBgcHtTzG0P34ApCfV6Tndun4KuTAHtA7PiDfA9JUqIEk3etvF1zUoBV5PB60tbWF/+33+5c8tdrr9aKkpAQulwuNjY2orq4OP2+d0ux2u9HS0rLiz1nu8fn8fj86OjqwadMm3HPPPbj11luXvN/EagKBQMTPrK6uRklJCaqrqyOeszQ2Nobzt95fVFQEACgpKUFbWxuqq6tRVFSErq6uqH72wve1tbWhra0NLpcLRUVF8Hq94dfOP+Xb4/Hg1ltvxW233YbHHntszWNPBYZhID8/X/y0VIfDIXpqru7xJXtAevwq5KBCfOn9gCTp7a8C3XuAyK5UPcbo7OzE5s2bw2dq6HaM8dhjj+G2226L+kz4VCQ9r0jP7dLxVciBPaB3fCsHnT9fqlADSbrX304ypBPQwvVxYEjw+qPFTiA7L6a3lpeXIxAIIBAIwOFwwOVy4ZlnnkFZWRncbje8Xi+qqqrgdrtx/vx5AMDOnTtx/vx5OBwOAKEP5m63G83NzaitrQWAZX/Oco/P5/P5EAgE4HQ68eyzz+KJJ56A2+3G4OBg1OOyDoAOHTq0KB+v1wuXy7Xo5zU2NsLtdqOpqQkA0NHRgbq6OgDA0NAQenp60NPTg66uLng8niXHuvBnL3yftZ36+/vR0tKC1tbWReMHgIqKCnziE59AMBjE5s2bUV1dveTrUplpmhgfH8eWLVtEcxgbGxOb8Bhftgekx69CDirEl94PSJLe/irQvQdIczzGSMgxxi233IK+vj4cO3ZMu2OM8vJyfPzjH0daWhqKi4t5jCEUX/qzlfRnC+kc2AN6x7dy0PnzpQo1kKR7/e2EixrJMOQHvvR+ufi/9llg+5vX/WO6urpQXl4evubqoUOH0NraivLychQXF4cPMMrLy+H3+yPu/9DY2Bj+AL7czwkEAks+vvCD9NDQEBwOB2pra3H9+nU0NDTgscceg9/vh9PpXDb/tra28LeSiouLwwdAbW1tqKqqCsetqqqCw+FYdLBjPe/z+VBWVobW1lYcO3Ys/Py+ffvC77e+7RTNz57/PgDh7WTFWEptbW341HC32w2fz6fdAQcRERGR1niMkZBjjN/8zd8EELpXhsfj0e4Yw7rkRl1dHY8xiIiISFlc1KAVWR+cHQ4H/H5/+NRti/UBGkD4m1ZLffCf/2F4uZ+z3OMLFRcXh39+enp6+LHVDjgaGhqWvC7u4ODgovc5nc7w2OdrbGxEa2srmpubEQgEIg6qloodzc+2nre2o/Xv4uLiZccSCATQ1taGwcFBPPPMM+FT1HViGAby8vLET0stKChgfMH4kj0gPX4VclAhvvR+QJL09leB7j1AZFcqH2NYxxfWYzodY4yMjISPMbxeb/i9OpGeV6Tndun4KuTAHtA7vpWDzp8vVaiBJN3rbydc1KAVHT58GA0NDQBCH4irqqqW/GaPw+HA3r17EQgE0NzcvOgD8Px/L/dzrG8cLffNIUtZWVn4A/vs7CwyMjIwNDS04sHGSkpKStDT0xPx2HIHLw0NDXC5XOjo6Ah/28my1If+aH72Wg8WrOvnfuITn8DDDz+s7c38rFMipS8/NTIygsLCQrFTc3WPL9kD0uNXIQcV4kvvByRJb38V6N4DRHal8jGGdXwBQMtjjI9//OOor6/X9r590vOK9NwuHV+FHNgDese3ctD586UKNZCke/3thIsayVDsDJ2eLRk/Bi0tLfD5fOjv7wcQOgW5ubk5fGp0IBBAX18fqqqqUFxcvOiD9XKW+zkr/fz5nE4nysvL0dbWhv3796OtrQ1OpzPmA466ujp4PJ5w3K6uLgQCgSW/weVwOMKnbHd2dsb1Z0fL7/eHL78VDAbR39+v7WnhaWlp0ilEfJuP8ZNPugekx69CDtLxpXtAmvT2V4HWPXB9HDCDQI6+36bTGo8xIsTrGOOf//mf8b73vU/rY4y0tLQlt5EupOcV6bldOr4KObAH9I4PyPeANBVqIEn3+mP0ApC/HVB8UYuLGsmQnReX680m2vzrwVofivv7+8Pf8nE4HOjs7ER9fX34NHDrVGu/3x9ewXU4HMuehr3Sz1np5y/U2dkJt9uNlpYWOJ1OPPPMMzGP2+Fw4JlnnkF9fT38fj/Ky8tXPHhqbGyEx+OJ6gBnrT87GtbBRXFxMaqqquB0OrFp06Z1/Uw7MgwDubm54pefys/PZ3zB+JI9ID1+FXJQIb70fkCS9PZXgdY9YJrA1z8BvPYCUPWXwNZd0hlRsvEYI0I8jjE6Ojrgdrvxd3/3d9oeY2zevJnHGBp/vpSOr0IO7AG941s5aPv5EmrUQJLu9cdrL4Tu2XbrXuCtfwKkqbvAZZi6XrtmnUZHR1FYWIiRkZFF15qbnJzE+fPnsXPnTuTk5AhlmDwtLS0YHBwMn9IdCASwd+9eHDp0aNHp0/FkmiauX7+O7OzspO5surq64Pf70dTUlLSYSzFNE7Ozs0hPT1/z+FOhR2dnZzE4OIiSkhKxbxGYphk+OJY6NVfn+NI9ID1+FXKQji/dA9Kkt78KtO6B73UA3z4a+v/pmcDbHgPekPxvVa/0mZjWhscXkSSOMaSOLwA1jjHWc3wBpEafSs8r0nO7dHwVcmAP6B0fkO8BaSrUQJLW9R+/DDz5XmDicujfN1WGvjyVtTGpaUR7fMEzNSjuHA7HijegiyeJHWy0p4Ung44TzHzW9Y4lZWZmMr4g6R6QHr8KOUjHl+4BadLbXwVa9sAr3wNO/9O8BwzAcbNYOkTJkKxjDKnP16ocY+h+fAHIzyvSc7t0fBVyYA/oHR+Q7wFpKtRAkpb1n7oKnHpsbkEDAGACGdliKa1G84uEUTw0NTXB4XCgpKQELpcLJSUlqK6uTuhZGpZkXueura0NLpcL1dXVa77xXiIYhhHzt6hSgWEY2Lhxo/jlp/Ly8kRPTdY9vmQPSI9fhRxUiC+9H5Akvf1VoGUPXB0Cnnk8dC8Nyz3vB7a8US4nogSQOsZI9nW0VTrG0P34ApCfV6Tndun4KuTAHtA7vpWDdp8v51GhBpK0rH9wFvD+JXDlhbnHNpWEztJQ+PJTXNSguGhubsbg4CD6+/sxODiYtNOmZ2dnkxIHABoaGtDf3y9+2SmLaZqYmZmBrleQM00TIyMjouM3TRNXrlwRy4HxZXtAevwq5KBCfOn9gCTp7a8C7XogGAT+86+BidfmHnvDfcAv/KpcTkQJJHGMkczjC0CtYwzdjy8A+XlFem6Xjq9CDuwBveNbOWj1+XIBFWogSbv6mybw358GXjoz91juZuD+ZiArVy6vKHBRg2xNq5XTJeg+/qysLOkUsGHDBsYXJN0D0uNXIQfp+NI9IE16+6tAqx7o/9/Az/rn/l30euAXPwBo/nmAKJ50/3yt+/gB+XlFem6Xjq9CDuwBveMD8j0gTYUaSNKq/t/9AvDDL8/9O3NjaEEjb4tcTlHS8CJhlEqSfXq4SqzTw3VlGAY2bNigxGmpjC8XX7IHpMevQg4qxJfeD0iS3v4q0KoHXvw28J3/O/fvzI3AfR8DMvU+6CSKNx5f6Ht8AcjPK9Jzu3R8FXJgD+gd38pBm8+XS1ChBpK0qv/g14Azn5v7t5EWuuTU5lvFUloLfT+xUUqYmZmRTkGMaZqYnp7W55S4BUzTxPDwsPhpqa+99proqbm6x5fsAenxq5CDCvGl9wOSpLe/CrTpgcBLoctOzR/nL32QNwcnSgAeX+h7fAHIzyvSc7t0fBVyYA/oHd/KQYvPl8tQoQaStKn/xeeBr3088rG3/jFwc6VIOrHgogbZms7fpAKg/TepVPj2QG6u7DUGdY8v3QPS41chB+n40j0gTXr7qyDle2DqKvAffwZMjc89dmctcOteuZyIUhiPL/Q+vgDk5xXpuV06vgo5sAf0jg/I94A0FWogKeXrH3gJ+OqHgdmpucfe8tvA7Q/J5RQDXn5KUaZp4syZM+jr68PY2Bjy8/NRXl6OyspKPU6BipLOBx2GYWjdC4ZhIDs7W/zyU5LXmmR82R6QHr8KOagQX3o/IEl6+6sg5XvANIFvtADDP5l7bPtbgMr3iqVE9sZjjNXx+ELvPpCeV6Tndun4KuTAHtA7vpVDSn++XIUKNZCU8vW/OgR0fwiYHJl7zPk2YHeDXE4x4qKGYmZmZtDe3o6jR49iYGBg0fOlpaU4ePAgDhw4gIwMlm9mZkbb7WCaZnj8KbuzXYFpmhgaGsKWLXI3LzJNE5cvX8aWLVtEasD4sj0gPX4VclAhvvR+QJL09ldByvfA906ErnVryd0Sus5tup6ffSh2PMaIHo8v9D2+AOTnFem5XTq+CjmwB/SOb+WQ0p8vV6FCDSSldP2nJkILGmOvzD12wx3AOz4C2PBLHfbLOIVNTEzgoYceQn19PQYGBpCZnoU7b7kHe267H3fecg8y07MwMDCA+vp6PPTQQ5iYmEhIHj6fD4ZhoK2tLSE/f63cbjeKiorgcrngcrlQUlKCxsZGAHp/kwrg6eF5eXnSKaCwsJDxBUn3gPT4VchBOr50D0iT3v4qSNke+Fk/cKZ17t/pmUD1XwEbi+VyIlviMcbSljvG4PGF3scXgPy8Ij23S8dXIQf2gN7xAfkekKZCDSSlZP1npoD/+Chw5YW5xxw3Afd/HMjIlstrHfT8CoqCZmZmUFdXh+7ubmRmZKPGtR97dj2A3JyC8GvGJ0dw+twpnOxrR3d3N+rq6vDUU0/F/ZtEJ06cQFVVFTo7O9HQoMbpRw0NDWhubg7/2+Px4NZbb8W5c+eier/H40FJSYky44kH3U8PNwwDWVlZ4pefys6W2/kzvmwPSI9fhRxUiC+9H5Akvf1VkLI9MPYq4H0cMINzj937R8ANt8vlRLbEY4yVLTzGaGpqwu23344XXnhhhXfNSbVjDN2PLwD5eUV6bpeOr0IO7AG941s5pOTnyyipUANJKVn/YBD4r8OhL01ZcjcDD34KyLHvApbeX0NRSHt7e/hg49GaFlSV7os42ACAvJxCVJXuw6M1LchMz0J3dzeeeOKJuOfS1taG1tZWeL1eBAKBuP/8eGhubobT6cRjjz0mnYoY0zQxPT0N0zSlUxERDAZx5coVBIPB1V+cwBxeffVVsRwYX7YHpMevQg4qxJfeD0iS3v4qSMkemLkO9Hw08jq3u94J/MKvyuVEtsVjjLVpbm7G61//eng8HulUROh+fAHIzyvSc7t0fBVyYA/oHd/KIeU+X66BCjWQlHL1N03g9FFg8D/nHsvKAx5oAfK3yeUVB1zUUIBpmjh69CgAoMa1HyXb7ljx9SXb70RN+QEAwJEjR+L6odPr9aK8vBxOpxNlZWWLTg8vKSlBW1sbqqurUVRUhK6uLgBAIBBAdXU1SkpKUFJSgpaWFjQ2NqKlpSX83kAggKKioiVfG4umpib8y7/8S/jf1jelSkpKIg5EGhsb0dbWBo/HA5fLBa/Xu+Lr7UTn08MNw0BBQYH4mRpFRUWi3+LRPb5kD0iPX4UcVIgvvR+QJL39VZByPWCawDf/Frj8o7nHtv5C6CwNojXiMUZsxxgf/OAHcezYsfC/dTvG0Pn4ApCfV6Tndun4KuTAHtA7vpVDSn2+XCMVaiAp5er/3S8Az3XN/Ts9C/iVvwE2lcjlFCdc1FDAmTNnwte33bPrgajec/eu+8PXvz179mzccmltbQ3fr6KxsRGtra0Rzw8NDaGnpwc9PT04duxY+IN6R0cHysrKMDg4iMHBQdTW1i56f0dHB+rq6pZ8bSzKy8sRCATC3/SqqKgI/8y2trbwgUVrayvq6urQ3NyM/v5+VFVVrfh6uzAMA2lpaamzo10jwzCQmZkp/mFH+tRk3eNL9oD0+FXIQYX40vsBSdLbXwUp1wPfOwH8z1fn/r3BAVR/DMjIEkuJ7IvHGDzGWCvdjy8A+XlFem6Xjq9CDuwBveNbOaTU58s1UqEGklKq/v/zVeDM5+b+bRjAL/8ZcGOpWErxxEUNBfT19QEAdu0oX3Q6+HLycgqxa0c5AKC3tzduuXi93vABQF1dHfx+P/x+f8Rr9u3bBwCoqqqKeK6rqyv8od36FhYQuikgEHkws/C18TD/wKWuri4cN16vV43up4cHg0G89tpr4qelXrx4UfTUXN3jS/aA9PhVyEGF+NL7AUnS218FKdUDPz0dedCRlg5UPQ7kbZHLiWyNxxixHWPMzMxE/FunYwzdjy8A+XlFem6Xjq9CDuwBveNbOaTM58sYqFADSSlT//PfAP7rE5GP3fvHgPNtIukkAhc1FDA2NgYAyIvyYMNiHZxY71+vrq4uBAIBuFwuuFwu7N27FwAWfZNqqQOEhoYGVFVVhU8Ztw4mrG9SWd92KisrW/a1a2Ud7DgcDgChU8+tU9K9Xi+uXLmy4vvX+noV6Xx6uGEYcDgc4t/g2LRpk+i3WHSPL9kD0uNXIQcV4kvvByRJb38VpEwPDP8EeOavQpefstz7xynzLSqSwWOM2I4xfvrTnwLQ9xhD5+MLQH5ekZ7bpeOrkAN7QO/4Vg4p8fkyRirUQFJK1P/lvp8fW8xbmCn7PeBNvy6WUiJwUUMB+fn5AIDxydE1vW/i56+33r9era2t6OnpQX9/f/i/zs7ORde8tT7gL/V+0zTR3Nwc/rZUQ0MDvF4vOjo6Ir61tNRr1+oTn/gE/uAP/gBAaIHD5XLB6XSiubk5fPr3ctb6ehXpfnq4YRjIyMgQ/7AjfWqy7vEle0B6/CrkoEJ86f2AJOntr4KU6IHJEeDUh4GpibnH3vQbwO2/JpcTpQQeY8R2jNHS0oL6+noA+h1j6H58AcjPK9Jzu3R8FXJgD+gd38rB9p8v10GFGkiyff0vPg989SPA7PTcY7c/BJQ/IpdTgnBRQwHl5aFTvM+93IfxyZGo3jM+OYJzL4dOKa+oqFh3DoFAAH19fYs+eNfW1iIQCKz6TSefzxc+c2L+z3A4HCgrK4s4LXy5165FS0sLfD4fHn/8cQChAwiHw4Ha2lo4HI7w6fbz8xgcHAyPdbXX24FpmpiamtL29PBgMIjLly+Ln5Z64cIF0VNzdY8v2QPS41chBxXiS+8HJElvfxXYvgdmZwDvXwKjP5t77HUu4J73i6VEqYPHGGvX0tKC73znO2hubgag3zGG7scXgPy8Ij23S8dXIQf2gN7xrRxs/flynVSogSRb1/+1F4BTjwEzk3OPvaE6dAa4XRdpVsBFDQVUVlaitLQU07NTOH3uVFTvOX3uFKZnp3DXXXdh9+7d686hra0NdXV1Sz5XW1u76PTwhfx+P9xuN4qKilBdXR3xeutAwzqlfKXXrpSfdcp6SUkJBgcH0dfXh82bNwOYO3ApKiqC2+2G0+nEpk2bwu/ft28fWlpa4HK54PV6V329Hei+ep6Wlobi4mKkpcntxtLS0nDDDTeI5cD4sj0gPX4VclAhvvR+QJL09leB7Xvg20eAn8273n7hDqDqL0P30yBaJx5jxHaMcfr06fBZI7odY+h+fAHIzyvSc7t0fBVyYA/oHd/KwdafL9dJhRpIsm39Ay8B3R8Ers+7fOgt9wJvewyw21iiZJg6fw1jHUZHR1FYWIiRkREUFERep3ZychLnz5/Hzp07kZOTE9XPO378OOrr65GZnoVH3/lJlGy7Y9nXDr7yHI6cbML07BSOHz+ORx5R+xSirq4u+P1+NDU1xfXnWjey0/mDt2maMY09lh5VjXXzqm3btolONsFgkPGF4qvQA9LbX4UcdO8BadL1l2brHvjBl4Bv/u3cv7NygV//R6Do9WIpxWKlz8S0NvE+vgB4jLFWPL6I/fgC4DFGPHPQ9bOdCjmwBxhfhR6QJl0DSbas/9irwJceBcYvzT12413AAy1ARpZcXjGK9vjCJtVJfQcOHMCDDz6I6dkpHPnKh+AdOLHoNPHxyRH0DHwhfLBRU1OD/fv3C2UcvdbWVjQ0NCTkZ8/MzCTk59qBddCl67pkMBjElStXxE9LvXjxouipubrHl+wB6fGrkIMK8aX3A5Kkt78KbNsDL/cD3/r7uX8bBrD3z223oEHq4zHG2vH4Qt/jC0B+XpGe26Xjq5ADe0Dv+FYOtvx8GScq1ECS7ep/dQg4+YHIBY2ttwO/8nFbLmisRYZ0AhSSkZGBjo4O1NXVobu7G0+eacPJvnbs2lGO3JwCTEyO4ocv92Lm5zd6qampwYkTJ5CRoW4J29ra0Nrain379i1747/1Unn8iab76eFpaWnYtGmT+Gmpkqv3jC/bA9LjVyEHFeJL7wckSW9/FdiyB4bOAz0fBYKzc49Vvge4+W65nChl8Rhj7VQee6LpfnwByM8r0nO7dHwVcmAP6B3fysF2ny/jSIUaSLJV/SdHge4PASMvzz1WvBN4oBnI2iiXV5Lo+4lNQbm5uXjqqafwxBNP4MiRIxgYGMBzLz4b8ZrS0lI8+uij2L9/v/IfuBsaGhJ2hgYRACW+RSadA+PrHV+FHHSPL0338QM22wZXh0I375uamHvstgeBN++Ty4lSHo8xiNZGel7RPb4KOTC+3vFVyUESx2+D8V8fDy1oXHlh7rGC1wEP/i2Qo8clYdX+xKqhjIwMPPLII3j44Ydx9uxZ9Pb2YmxsDPn5+aioqMDu3bu1/ubMQjMzM8jMzJROQ4Tu1/wNBoMYGhoSvYFVMBjEq6++KvYtBsaX7QHp8auQgwrxpfcDkqS3vwps1QPTk8BXPwyMXZx77HVlwC9+IHT5KaIE4jFG9Hh8oe/xBSA/r0jP7dLxVciBPaB3fCsH23y+TAAVaiDJFvWfmgCebgIun5t7LHcLUPO3QO4mubySjIsaijIMA5WVlaisrJRORWm6HnAAoR7Jykrt6+OtJC0tDVu2bBE/LfXGG29kfMH4kj0gPX4VclAhvvR+QJL09leBbXogGAS+9jfApR/OPVZ0C1D9V0C6vp9lKPl4jLE6Hl/oe3wByM8r0nO7dHwVcmAP6B3fysEWny8TRIUaSFK+/lNXQwsar35/7rENRaEFjYLtcnkJULRCqcE2N5WxMVucEpYgpmkiGAzGtA1SYbuZpomZmRnRsUjfTJHxZXtAevwq5KBCfOn9gCTp7a8C2/TA2Tbg/Dfm/r3BAdzfDGTni6VE9sTji8RTfn+SQOs5vgBSoz+l5xXpuV06vgo5sAf0jm/lYIvPlwmiQg0kKV3/6WuhS9lefH7usQ0O4J2fDn1hSjM8UyMBsrKykJaWhgsXLmDLli3IysrS9vTdRDJNE9evX0d2draW29fa0WZkZKxp/KZp4vLly+EbAdqVaZoIBALYtm2baA5XrlzB1q1bRXqQ8WV7QHr8KuSgQnzp/YAk6e2vAlv0wA++BHz3X+f+nZ4F/MrHtfsmFa0Pjy+Sg8cXsR9fTE1N4fLly0hLS7P12R7S84r03C4dX4Uc2AN6x7dyUP7zZQKpUANJytZ/ehI4dQh45btzj+UUADV/F7o5uIa4qJEAaWlp2LlzJ1555RVcuHBBOp2UZX2TKC0tTcsd7XoYhoEdO3YgPT1dOpWYpaWlYfPmzeKXn5Kc6Bhftgekx69CDirEl94PSJLe/ipQvgdeOgv896cjH3vHh4Eb3iSTD9kWjy+Sg8cX67Nx40bcfPPN6u6ToyA9r0jP7dLxVciBPaB3fCsHpT9fJpgKNZCkZP1nrofuzXfhO3OPZecDNZ8GNpXI5SWMixoJkpWVhZtvvhkzMzOYnZ2VTiclzc7O4tKlS9i6daut/zgfq/XcyC8zM9P220yFUyKlb6bI+GqcGi15M03pHFSJr+SpwUkgvf1VoHQPXDoH9Pw5YM67HEtlI1DyDrmcyNZ4fJF4PL6IfV5JT09f8xkeKpKeV6Tndun4KuTAHtA7/vwclPx8mQQq1ECScvWfmQL+46PAz/rnHsvOD52hsflWubwUwEWNBLIu72PnS/yobGZmBlevXkV2djYyMvRr5WAwiNHRUeTl5am1gpwkpmlidHQU27fLXb7DNE0MDw9jy5YtYh/4dI8v2QPS41chBxXiS+8HJElvfxUo2wMjPwtd73b62txju94JvOW35XKilMDji8Ti8YXexxeA/LwiPbdLx1chB/aA3vGtHJT8fJkkKtRAklL1n5kCvH8BvHRm7rGsXODBTwFb3iiXlyL0+6RGKSMtLQ2bNm3S9gN3WloabrjhBuk0xKhQf+kaML5sD0iPX4UcVIgvvR+QJL39VaBkD1wdAp5uAq4Nzz12893AW/8E0PDAkMhOlNynJBHnFfkekK6BdHwVcmAP6B3fyoFzgb5zgTL1n7keOkNj/oJG5kbgwU8CW3fJ5aUQPX9DKSVYN6RT5pSwJLNuZKjz+KXrL10DxpftAenxq5CDCvGl9wOSpLe/CpTrgamroRv4jbw899iWXUDVXwLp/C4RkeqU26ckGecV+R6QroF0fBVyYA/oHd/KgXOBvnOBEvW3bgoesaCxAXiwhffmm4eLGmRr4+Pj0imIGhkZkU5BlAr1l66B7vGle0B6/CrkIB1fugekSW9/FSjTA7MzgPcvgcvn5h4r3AE88InQQQgR2YIy+xQhnFfke0C6BtLxVciBPaB3fEC+B6SpUANJovWfuho663v+PTQyNwIPtADb7pTLS0H8yhjZlmEYKC4u1vIaf0Bo/Fu3bpVOQ4wK9ZeuAePL9oD0+FXIQYX40vsBSdLbXwXK9IBpAt/828hvU20oCp0evqFILi8iWhNl9ilCOK/I94B0DaTjq5ADe0Dv+FYOnAv0nQtE6399HHjaA7z6/NxjWXk8Q2MZPFODbIunxJm4du2a1uOXrr90DRhf/tRo6d9B6RxUiC+9H5Akvf1VoEwP9P0z8KPuuX9nbgQeaAYKbpTLiYjWTJl9ihDOK/I9IF0D6fgq5MAe0Du+lQPnAn3nArH6T44C3R+MXNDIzgfe+Xdc0FgGFzXI1q5evSqdgqiJiQnpFESpUH/pGugeX7oHpMevQg7S8aV7QJr09leBeA98rxPw/d+5f6elA9V/BWy5TS4nIoqZ+D5FGOcV+R6QroF0fBVyYA/oHR+Q7wFpKtRAUtLrPzkCnPwAcOmHc4/lFALv/HseU6zAtpef8ng8OHToEBwOBwDA7/ejq6sLTqcTfr8fDQ0N636O1GYYBoqKirQ+JXDz5s3SaYhRof7SNWB82R6QHr8KOagQX3o/IEl6+6tAvAfOdQPfPhL52NseA26qkMmHiNZFfJ8ijPOKfA9I10A6vgo5sAf0jm/lwLlA37kg6fW/OgSc/FNgyD/32Iai0Bkaxc7k5GBTtlzU8Pl8aGlpwaFDh8KPud1u9PeHbqLi9/tRX1+Pzs7OdT1HauMpcaHxb9iwQcvJVoX6S9eA8dU4NVryd1A6B1Xicx7Qcx4AhHvA/3XgG5+MfOzu9wFvvC/5uRBRXHBe4bwi3QPSNZCOr0IO7AG948/PgXOBnnNBUus/fhno/lNg+MW5xzZuAt75aaDolsTHtzlbXn7K7/fD6XRG/Hs+p9MJr9e7rufIHqampqRTEHXt2jXpFESpUH/pGugeX7oHpMevQg7S8aV7QJr09leBSA+83A/858cAMzj32F3vBt6yL/m5EFFccV7hvCLdA9I1kI6vQg7sAb3jA/I9IE2FGkhKSv1HXga+9GjkgkbeVuDXPsMFjSjZblGjq6sLtbW1EY95vV4UFxdHPFZcXAyfzxfzc6Q+wzBQWFio5coxEBr/pk2btB6/dP2la8D4sj0gPX4VclAhvvR+QJL09leBSA+8+n3gPz4CzE7PPfam3wAq/iB5ORBRQnBe4bwi3QPSNZCOr0IO7AG941s5cC7Qdy5ISv2vDAJPPQqMXZx7LH878KufAQp3JC5uirHVokYgEFjyfheBQGDJ1w8NDcX8HKnPNE1cvXpV61MCx8fHtR6/dP2la8D4sj0gPX4VclAhvvR+QJL09ldB0nvgyiDwtAeYnvfttVurgHv+END0wI8olXBe4bwi3QPSNZCOr0IO7AG941s5cC7Qdy5IeP0vPg98+Y+Aa8NzjxW9Hvi1zwIF2xMTM0XZ6p4aHR0daGhoiPr1yy1axPLc9evXcf369fC/R0dHAQDBYBDBYHDR6ynxgsEgpqenEQwGtVxBNk0T169f1/Y6hyrUX7oGuseX7gHp8auQg3R86R6QJr39VZDUHhj9GYyTHwSuj809dvMemG/zWMkkNr6i+DmYUs3MzIx0CqKmp6dXf1GKk+4B6RpIx1chB/aA3vEB+R6QpkINJCWs/i/3AV/9CDAzOffYll3Agy1ATmFiYqYw2yxqeL1e1NXVLfmcw+FYdHbF0NAQHA5HzM8tdPjwYTz++OOLHr98+TImJycXPU6JZy0oXb58GWlptjrpKK4uX74snYIIleovXQNd46vSA9LbX4UcdO8BadL1l5SsHjCuDaHwvz6M9KuXwo9Nb34TRt/8PuA1vc/wHRsbW/1FRDZhGAYKCgq0XSg2DANFRUXSaYiS7gHpGkjHVyEH9oDe8a0cOBfoOxckrP7nvwE881eRl7C9sRT4lcNA1sb4xtKEbRY1gNCZGha/34/Dhw9j3759qKqqQmtr66LXl5eXw+l0xvTcQocOHcIHPvCB8L9HR0dx0003YcuWLSgoKIh1SLQOs7OzuHr1KrZs2YL09HTpdJLOOiUwLy9Py8lWhfpL10D3+NI9ID1+FXKQji/dA9Kkt78KktID14ZhfP0wMDUMZGSGHtv8RqTX/B1ysnITE9NGcnJypFMgihvTNDExMaH1JTd0n1eke0C6BtLxVciBPaB3fCsHzgX6zgUJqf+Pnga+3gKY885wvuVeoOovgIzs+MXRjG0WNaqqqiL+3djYiMbGRjidzkWv9fv9KC8vD5+NEctzC2VnZyM7e3GjpaWlaf3tUEmmacI0TW1rMH/8uk400vWXrgHjy/aA9PhVyEGl+JwH9JsHgCT0wLUA0P2nQOCnc485bgYe/CSMnPz4x7MhHX/3KLXpfkm12dlZ6RTESfeAdA2k46uQA3tA7/iAfA9IU6EGkuJa/+91At8+EvnYG6qBtz0GpNvmz/JKst3WCwQCaGtrAwA0NzejsbERZWVl6OzshMfjQUVFBXp7e9HZ2Rl+T6zPkdoMw0B+fr62f8gxDGPJBThdqFB/6RowvmwPSI9fhRxUiC+9H5Akvf1VkNAemBwFTv4pMHR+7rH87UDN3wEbHPGPR0TiOK9wXpHuAekaSMdXIQf2gN7xrRw4Fzik0xATt/oHg8DZVuC7X4h8/E2/AdzzhwC/GLRuhqnr+VTrNDo6isLCQoyMjPDyU0JmZ2dx/vx57Ny5U9vLjoyNjWk72apQf+ka6B5fugekx69CDtLxpXtAmvT2V0HCeuD6WGhB4/KP5h7LuwH41X8ACrbHL04K4Gfi+OG2lMd5hfOKdA9I10A6vgo5sAf0jg/I94A0FWogKS71n50Gvt4M/Lgn8vG73g1U/AGg4XZdi2g/E9vuTA0iIiIiooSZmgC6myIXNHK3AO/8NBc0iIiIiIhoeVNXgf/4M+Bn/XOPGQaw51Hgzlq5vFIQFzXItgzD0PbGRUBo/Dp/i0+F+kvXgPFle0B6/CrkoEJ86f2AJOntr4K498DUVeDpJuDSD+Ye21gcWtAofF18YhCRsjivcF6R7gHpGkjHVyEH9oDe8a0cOBfoOxesq/5Xh4CnPcBr/zP3WHom8I4PAyW/HL8kCQDAC3iRbVmnxOl6BTXTNBEIBLQev3T9pWvA+LI9ID1+FXJQIb70fkCS9PZXQVx7YHoSOPUYcPH5ucc2OEILGo6b1v/ziUh5nFc4r0j3gHQNpOOrkAN7QO/4Vg6cC/SdC2Kuf+Al4KmDkQsaWbnAAy1c0EgQnqlBtpam+Y11dLy+43wq1F+6BrrHl+4B6fGrkIN0fOkekCa9/VUQlx6YuQ589cPAK9+deyynIHRT8KLXr//nE5FtcF7hvCLdA9I1kI6vQg7sAb3jA/I9IE2FGkhac/0vnQNOeYBrgbnHNm4KLWhsvjWuudEcLmqQbRmGgdzcXK1PCczPz5dOQ4wK9ZeuAePL9oD0+FXIQYX40vsBSdLbXwVx6YHpydCCxvzr3mbnAzWfBjaVrD9JIrINziucV6R7QLoG0vFVyIE9oHd8KwfOBfrOBWuu/4vfBp55HJi+NveY4ybggU/yfnwJpvfSI9maaZoYHR3V+pS44eFhrccvXX/pGjC+bA9Ij1+FHFSIL70fkCS9/VWw7h6Yuhr6VtX8BY2sXODBT/FbVUQa4rzCeUW6B6RrIB1fhRzYA3rHt3LgXKDvXLCm+j//76EvR81f0Nh6O/BrR7igkQQ8U4NsLSND7xbOzMyUTkGUCvWXroHu8aV7QHr8KuQgHV+6B6RJb38VxNwD1k3BLz4391hWLvDgJ4Gtu+KTHBHZDucVzivSPSBdA+n4KuTAHtA7PiDfA9JUqIGkVesfDAKn/xF4rjPy8Zv3AFV/AWRuSFxyFKb3bynZmmEY2Lhxo9anBObl5UmnIUaF+kvXgPFle0B6/CrkoEJ86f2AJOntr4KYe+D6eGhB49Xvzz2WnR86Q4MLGkTa4rzCeUW6B6RrIB1fhRzYA3rHt3LgXKDvXLBq/aevAf/518BP/jvy8dsfAu79IyBN7/uRJBMvP0W2ZZomRkZGtD4l7sqVK1qPX7r+0jVgfNkekB6/CjmoEF96PyBJevurIKYemBwFTv5p5IJGTgHwzk9zQYNIc5xXOK9I94B0DaTjq5ADe0Dv+FYOnAv0nQtWrP/VIeDLfxy5oGEYwJ6DwFv/hAsaScYzNcjWsrKypFMQtWGD3qe0qVB/6RroHl+6B6THr0IO0vGle0Ca9PZXwZp6YHIE+MoHgCsvzD22wQHU/B1vCq4pn88Hr9cLAOjt7cWxY8fgcDgAAH6/H11dXXA6nfD7/WhoaFj3c6Q+ziucV6R7QLoG0vFVyIE9oHd8QL4HpKlQg2QzTRNnzpzB2bNn8dJLL+Gmm27C7t27UVlZGTprY+g88LQHGH917k0Z2cA7PgI43yaXuMa4qEG2ZRgGNmzYoPUpgRs3bpROQ4wK9ZeuAePL9oD0+FXIQYX40vsBSdLbXwVr6oGrQ6EzNIb8c49tKAqdoVG8M3FJktK8Xi+ampoAAC0tLdi7dy/6+0M3jne73eH/7/f7UV9fj87OznU9R2rjvMJ5RboHpGsgHV+FHNgDese3cuBcoM9cMDMzg/b2dhw9ehQDAwOLni8tLcXB33knDhT1ImN23g3BNxQB9x8Gtv5C8pKlCLz8FNmWaZoYHh7W+pS41157TevxS9dfugaML9sD0uNXIQcV4kvvByRJb38VRN0DE68BX/mTyAWN3M3Ar32GCxoa8/l8OHz4cPjftbW18Pl88Pv98Pv9Ea91Op3hMzpifY7Ux3mF84p0D0jXQDq+CjmwB/SOb+XAuUCPuWBiYgIPPfQQ6uvrMTAwgMz0LNx5yz3Yc9v9uPOWe5CZnoWBgQHUN/01HvqHXkxcnw29segW4Nf/iQsawnimBtmaTqvHS8nNzZVOQZQK9Zeuge7xpXtAevwq5CAdX7oHpElvfxWs2gOjrwAnPwCMXph7LG9r6AyNwh2JTY6UVlZWhmPHjoX/HQgEAADFxcXo6OhAcXFxxOuLi4vh8/nQ19cX03NlZWWJGQjFFecVzivSPSBdA+n4KuTAHtA7PiDfA9JUqEGizczMoK6uDt3d3cjMyEaNaz/27HoAuTkF4deMT47g9LlTONnXju7nh1B37Id46q/fjYz7/xrIzhfMngAuapCNGYaB7OxsrU8J1PE6hxYV6i9dA8aX7QHp8auQgwrxpfcDkqS3vwpW7YGh80D3B0NnaljytwHv/HugYHtSciS11dbWhv//iRMnUFVVBYfDEV7gWGhoaCjm5xa6fv06rl+/Hv736OgoACAYDCIYDEY3AIor0zSRlZUF0zS1rUF2djZM09TiG7pLUaEHpGsgHV86B/YA46vQA9Kka5AM//Iv/xJe0Hi0pgUl2+5Y9Jq8nEJUle7Dzhtux5GTTeh+fgj/+9VfwCOZuYCmvZEM0f7ecVGDbMs0TQwNDWHLli3SqYgwTROXL1/Gli1btPyDngr1l64B48v2gPT4VchBhfjS+wFJ0ttfBSv2wKVzwNMfAiZH5x5z3BS6KXje1uQlSbYQCATQ1dUVvhfGSq+L13OHDx/G448/vujxy5cvY3JycsU8KDFmZ2fx0ksvIRgMIj09XTqdpLMuuVJUVKTtvCLdA9I1kI6vQg7sAb3jA/I9IE2FGiSaaZr47Gc/CwCoce1fckFjvpLtd6Km/ACePNOGz3z2KN75qw+l7LZRwdjYWFSv46IG2VpeXp50CqIKCwulUxClQv2la6B7fOkekB6/CjlIx5fuAWnS218FS/bAhQHg1CFg+urcY5vfADz4ydBN/YgW8Hg86OnpgcPhAAA4HI5FZ1cMDQ3B4XDE/NxChw4dwgc+8IHwv0dHR3HTTTdhy5YtKCgoWPR6SrzZ2VnMzMxg69at2v4hy+FwICsrS9s/1kj3gHQNpOOrkAN7QO/4gHwPSFOhBol2+vRpPP/888hMz8KeXQ9E9Z67d92Pk33teP755/GTn/wElZWVCc5SXzk5OVG9josaZFuGYaT0TnY11iU3dKVC/aVrwPiyPSA9fhVyUCG+9H5AkvT2V8GSPfDit4GePwdmp+Ye23YncP8ngGy9F8FoaS0tLfB4PHA6neEzKqqqqtDa2rroteXl5XA6nTE9t1B2dvaSv8NpaWlIS0uLYSQUD9nZ2UhPT9e2Brpf1hCQ7wHpGkjHVyEH9oDe8QH5HpCmQg0SyefzAQB27SiPuIfGSvJyCrFrRzmee/FZ9Pf3Y8+ePYlMUWvR/t7p+dtJKSEYDOLKlSvaXuMwGAzi1Vdf1Xr80vWXrgHjy/aA9PhVyEGF+NL7AUnS21+SaZo4ffo0PvvZz+ITn/gEPvvZz+L06dMwf9wD/MdHIhc0bqoEHvwUFzRoSV1dXSgrKwsvaHR0dMDhcMDpdEa8zu/3o7y8fF3Pkfo4r+g7r1ike0C6BtLxVciBPaB3fCsHzgWpPRdYlzfKi3JBw2ItgER7eSRKLJ6pQbZlGAYKCgq0/oZuKl/jcDUq1F+6Bowv2wPS41chBxXiS+8HJElvfwkzMzNob2/H0aNHMTAwsOj50pvycPBt23FgzzZkpBuA8+3AL/8ZkJ6Z9FxJfX6/H263O+Ixh8OBhoYGAEBnZyc8Hg8qKirQ29uLzs7O8OtifY7UxnlFv3llIekekK6BdHwVcmAP6B3fyoFzQWrPBfn5+QCA8fn33ovCxM9fb72fZBlmKt/KPoFGR0dRWFiIkZERXvNWSDAYxKVLl7B161ZtTwnUGetP7AFiD+hlYmICdXV16O7uBgBkpmdh145y5OUUYHxyFOde7sP0z8/QePCOYnR88gPIve8QwN5IKH4mjh9uS3mcV4g9QOwBYg+kvtOnT2PPnj3ITM/Cx979BeTlrH6fwvHJEXz087+F6dkpnD59mvfUSKBoPxPzt5NsKxgM4rXXXkvpU+JWEgwGcfHiRa3HL11/6RowvmwPSI9fhRxUiC+9H5Akvf2TaWZmJrygkZmRjV+vbMBfv/sEGu//GH737R9C4/0fw8fe/QX8emUDMtOz0P38EOo++yxmNNg2RBQ/nFf0mVeWI90D0jWQjq9CDuwBveNbOXAuSO25oHLLNZTelB9aoDh3Kqr3nD53CtOzU7jrrruwe/fuBGdI0eCiBtmWYRhwOBwpfUrcSgzDwKZNm7Qev3T9pWvA+LI9ID1+FXJQIb70fkCS9PZPpvb29vCCxqM1Lagq3bfopn55OYWoKt2HR2taQgsb3d144oknhDImIjvivKLPvLIc6R6QroF0fBVyYA/oHd/KgXNBis4FwSBwphWG9y9x8G3bAAAn+9oxePH5Fd82+MpzONnXDgA4ePBgam4bG+KiBtmWYRjIyMjQdmdiGAYyMzO1Hr90/aVrwPiyPSA9fhVyUCG+9H5AkvT2TxbTNHH06FEAQI1rP0q23bHi60u234ma8gMAgCNHjoBXWiWiaHFe0WNeWYl0D0jXQDq+CjmwB/SOb+XAuSAF54LJEeDpJmDg/wEADuzZhgfvKMb07BSOfOVD8A6cwPjkSMRbxidH0DPwBRw52YTp2SnU1NRg//79EtnTErioQbYVDAZx+fLllD4lbiXBYBAXLlzQevzS9ZeuAePL9oD0+FXIQYX40vsBSdLbP1nOnDmDgYEBZKZnYc+uB6J6z9277kdmehYGBgZw9uzZBGdIRKmC84oe88pKpHtAugbS8VXIgT2gd3wrB84FKTYXvPYC8O+NwMu94Ycy0g10HHkcDz7wAKZnp/DkmTZ89PO/hdZTH8Xn/+uTaD31UfzZ5/fhqTPHwgsaJ06cQEZGhuBAaD4uapBtpaWlobi4WNsbN6WlpeGGG27QevzS9ZeuAePL9oD0+FXIQYX40vsBSdLbP1n6+voAALt2lC+65NRy8nIKsWtHOQCgt7d3lVcTEYVwXtFjXlmJdA9I10A6vgo5sAf0jm/lwLkgheaCH/cAT70PGHtl7rHMjUD1XyH3bY/iqS99CcePH0dpaSmmZ6fw3IvP4vSPTuG5F5/FzOw0SktLcfz4cTz55JPIzc2VGwctwuUlsrWUOx1ujTh++fFL58D4esdXIQfd40vTYfxjY2MAgLwoFzQs1gKI9X4iomjosF9die7jB+S3ge7xVciB8fWOr0oOklJi/LMzwJnPAc91Rj5euAO476+B4p0AgIyMDDzyyCN4+OGHcfbsWZw9exYXLlzAjTfeiN27d2P37t2psT1SUIosu5GOgsEgrly5klqnxK1BMBjExYsXtR6/dP2la8D4sj0gPX4VclAhvvR+QJL09k+W/Px8AMD45Oia3jfx89db7yciWg3nFT3mlZVI94B0DaTjq5ADe0Dv+FYOnAtsPhdcHQK6/3TxgsYt9wK/0Rpe0JjPMAxUVlbive99L37nd34H733ve1FZWckFDYXxTA2yrbS0NGzatCl1Tolbo7S0NGzbtk3r8UvXX7oGjC/bA9LjVyEHFeJL7wckSW//pDBNlOdeBACce7kP45MjyMspXPVt45MjOPdy6LJVFRUVCU2RiFIH5xUN5pVVSPeAdA2k46uQA3tA7/hWDpwLbDwXvPJdwPs4cPVK5OOuA0DZfmCVcelefzthhcjWTNOUTkEUxy8/fukcGF/v+CrkoHt8aSk9/pkp4GsfR+X1b6D0plxMz07h9LlTUb319LlTmJ6dwl133YXdu3cnOFEiSiUpvV+Ngu7jB+S3ge7xVciB8fWOr0oOkmw5ftMEBv4V+PIfRy5oZOUC9x8Gyn9/1QWNuR9lw/FriIsaZFvBYBBDQ0P2PiVuHYLBIF599VWtxy9df+kaML5sD0iPX4UcVIgvvR+QJL39E2pyFOj+IPDj/4BhGDj4thsBACf72jF48fkV3zr4ynM42dcOADh48CBPGSeiqHFeSeF5JUrSPSBdA+n4KuTAHtA7vpUD5wKbzQWTo8BXPxK6h4Y5L+/inaHLTd1yT9Q/Svf624lhcvkpJqOjoygsLMTIyAgKCtZ240qKj2AwiEuXLmHr1q08LUxDrD+xB4g9kKJGfgac8gCBl8IPzZhpeOgLE+j+ei8y07NQU34Ad++6P+JSVOOTI/j2uafR3fcEpmenUFNTgyeffBIZGbzaaiLxM3H8cFvK47xC7AFiDxB7wGYu/wjo+Qtg7JXIx994P/DWPwEyc9b041h/edF+JuZRHtmWaZqYmZnR9rQwa/wZGRlafgtVhfpL14DxZXtAevwq5KBKfM4DKTQPXHwe+OqHgcmRucey85Fx38fQ8XtvRF1dHbq7u/HkmTac7GvHrh3lyM0pwMTkKH74ci9mZqcBADU1NThx4gQXNIhoTTivpOC8skbSPSBdA+n4KuTAHtA7/vwcOBcoPheYJvDDLwPPfgb4+TEAACA9C3jrHwO3PQjEkL/u9bcTLjmRbZmmiUAgoO2OxjRNXLlyRevxS9dfugaML9sD0uNXIQcV4kvvByRJb/+4e8ELfOVPIhc08rcDDx0FbrwLubm5eOqpp3D8+HGUlpZienYKz734LE7/6BSee/FZzMxOo7S0FMePH8eTTz6J3NxcubEQkS1xXkmxeSUG0j0gXQPp+CrkwB7QO76VA+cCxeeC6WvA1z4OfPNvIxc0Cl4H/Po/AbtqYlrQAFh/O+Hlp2LE08Pl8ZQwvbH+xB4g9kCKCAaBvn8GvvP5yMdveBNw318DG4sXvcU0TZw9exZnz57FK6+8gu3bt2P37t3YvXu32t8oS0H8TBw/3JbyOK8Qe4DYA8QeUNzwT0KXmxr+SeTjO38ReNtjQHbeun486y+Pl5+ilGeaJqanp7VdPbXGn5mZqeUfcFSov3QNGF+2B6THr0IOqsTnPGDjeWDqKvC1vwF+8t+RjzvfBrzjI0BG9pJvMwwDlZWVKC8vx4ULF3DjjTciPT09CQkTUSrjvJIC88o6SfeAdA2k46uQA3tA7/jzc+BcoOBc8GMv8M1Phc7UsKSlA5XvAe50x3x2xny6199OuOREtmWaJkZHR7Xd0ZimieHhYa3HL11/6RowvmwPSI9fhRxUiC+9H5Akvf3XbfQV4EuPLl7QKPtfwN6/XHZBYz7de4CI4kv3fYrt55U4kO4B6RpIx1chB/aA3vGtHDgXKDYXTF8D/qsZ+M+PRS5o5G4BfvUfgDfXxWVBA2D97YRnapBtpaWlYdOmTdqeDpaWloYbbrhBOg0xKtRfugaML9sD0uNXIQcV4kvvByRJb/91eeW7wH98NPL+GelZwNsfA27dG/WP0b0HiCi+dN+n2HpeiRPpHpCugXR8FXJgD+gd38qBc4FCc8GVQcD7l0Dgp5GP7ygHfvnPgA1FcQ2ne/3thBUi2zJNE1NTU9qunpqmievXr2s9fun6S9eA8WV7QHr8KuSgQnzp/YAk6e0fs3Mnga98IHJBI3cL8NCRNS1oAOwBIoov3fcptp1X4ki6B6RrIB1fhRzYA3rHt3LgXKDAXGCawPefBL74nsgFDSMNKP994IFPxn1BIxRW7/rbCRc1yNbGx8elUxA1MjKy+otSmAr1l66B7vGle0B6/CrkIB1fugekSW//NQnOAs9+Fvh6CxCcmXt86y8Av9EKbLktph+rew8QUXzpvk+x1bySINI9IF0D6fgq5MAe0Ds+IN8D0sRrMDkK9Pw58N+fBman5h7P3QK889OA6wCQwDMpdK+/XfDyU2RbhmGguLhYvRsXJYlhGNi6dat0GmJUqL90DRhftgekx69CDirEl94PSJLe/msyORq6Bu5LZyMff8N9wC99CMjIiunH6t4DRBRfuu9TbDWvJIh0D0jXQDq+CjmwB/SOb+XAuUCwBhefDx03jF2MfPyWe4G3e4CcwoSG173+dsIzNci2lDklTohpmrh27ZrW45euv3QNGF/+1Gjp30HpHFSIL70fkCS9/aN2ZRD4YmPkgoZhAJWNwDs+HPOCBsAeIKL40n2fYpt5JYGke0C6BtLxVciBPaB3fCsHzgUCNQgGge98HvjS+yMXNNIzgXveD/zK3yR8QQNg/e2Eixpka1evXpVOQdTExIR0CqJUqL90DXSPL90D0uNXIQfp+NI9IE16+6/qBS/w5PuA0Qtzj2VuBO77G6D0d0KLG+ukew8QUXzpvk9Rfl5JAukekK6BdHwVcmAP6B0fkO8BaUmvwdUhoPuDwNljgBmce7xwB/DQPwJ31sbluCHqdDSvv13w8lNkW4ZhoKioSNtTwgzDwObNm6XTEKNC/aVrwPiyPSA9fhVyUCG+9H5AkvT2X9HsDHDmc8BznZGPF+4A7vsYUOyMSxjde4CI4kv3fYrS80qSSPeAdA2k46uQA3tA7/hWDpwLkliDn54G/usTwLXhyMffUA289QNA1sbk5QLW3054pgbZlgqnJUoyTRNXr17VevzS9ZeuAePLnxot/TsonYMK8aX3A5Kkt/+yrg4BJz+weEHj5j3Ab3wubgsaAHuAiOJL932KsvNKEkn3gHQNpOOrkAN7QO/4Vg6cC5JQg+nJ0I3An/ZELmhk5ABvPwS84yNJX9AAWH874aIG2drU1JR0CqKuXbsmnYIoFeovXQPd40v3gPT4VchBOr50D0iT3v6LvPoD4N8bgFe+G/m46wDwKx8HsvPjHlL3HiCi+NJ9n6LcvCJAugekayAdX4Uc2AN6xwfke0Bawmvw2gvAFxuA7z8Z+fimW4F3HQNuuz+pl5taSPf62wUvP0W2ZRgGCgsLtT0lzDAMbNq0SToNMSrUX7oGjC/bA9LjVyEHFeJL7wckSW//RX74ZeBb/wDMTs89lpUH/PJHgFvuSUhI3XuAiOJL932KcvOKAOkekK6BdHwVcmAP6B3fyoFzQYJqEAwCz3WE7p0RnIl87k43sLsByMhKTOwo6V5/O+GZGmRbKpyWKMk0TYyPj2s9fun6S9eA8eVPjZb+HZTOQYX40vsBSdLbP2xmCvj6J4FvfCpyQaPo9aHLTSVoQQNgDxBRfOm+T1FmXhEk3QPSNZCOr0IO7AG941s5cC5IQA3GLwPdfwqc/qfIBY2Nm4CavwXueVR8QQNg/e2EZ2qQrc3MzKz+ohQ2PT29+otSmAr1l66B7vGle0B6/CrkIB1fugekSW9/jPwM8P4F8NqPIx8veQfwS01JuQ6u7j1ARPGl+z5FfF5RgHQPSNdAOr4KObAH9I4PyPeAtLjXYPBrwDf/Frg+Fvn4zl8EfulDQE5hfOOtk+71twsuapBtGYaBgoICbU8JMwwDRUVF0mmIUaH+0jVgfNkekB6/CjmoEF96PyBJevvD/3Xg683A1MS8pNKAyvcAb65LynVwde8BIoov3fcp4vOKAqR7QLoG0vFVyIE9oHd8KwfOBXGqwdRV4NnPAD96OvLxzA3APe8HbntQ9N4ZS9G9/nbCy0+RbZmmiYmJCW1PCTNNE2NjY1qPX7r+0jVgfNkekB6/CjmoEF96PyBJbPvPTgPPHgF6/jxyQWODA6j5FPCWfUk7ONG9B4govnTfp0jP6yqQ7gHpGkjHVyEH9oDe8a0cOBfEoQYXnwf+7ZHFCxpbfwH4zWPArhrlFjQA1t9OeKYG2VowGJROQdTs7Kx0CqJUqL90DXSPL90D0uNXIQfp+NI9IC3p23/sVeCZx4FXvx/5+PY3A3v/AsjdnNx8wB4govjSfZ8iPa+rQLoHpGsgHV+FHNgDescH5HtA2rpqMDsDfOf/AL7/C5jztqORBtz1u0DZASBd7T9H615/u1C7i4hWYBgG8vPztT0lzDAMOBwO6TTEqFB/6RowvmwPSI9fhRxUiC+9H5CU9O3/09PAf/714mvhlv4uUPEIkJaevFx+TvceIKL40n2fIj2vq0C6B6RrIB1fhRzYA3rHt3LgXOCI7c1D54GvfRx47X8iH8/fBrzjI6EvQilO9/rbCS8/RbZlmibGx8e1PSXMNE2Mjo5qPX7p+kvXgPFle0B6/CrkoEJ86f2ApKRt/+AscPYY8LQnckEjOx+4/xNAZYPIggbAHiCi+NJ9nyI9r6tAugekayAdX4Uc2AN6x7dy4FywxhoEg8B3vwD8e8PiBY033Ae8659tsaABsP52wjM1iIiIiGhpE68Bz/wV8Mp3Ix/fejtQ9Rehb10REREREZGeRi8A/3UYeOV7kY9n5wNv/RPg1r0yeVHK46IG2ZZhGMjLy9P2lDDDMFBQUCCdhhgV6i9dA8aX7QHp8auQgwrxpfcDkhK+/V98NnSAMjka+fidbqCyEUjPTFzsKOneA0QUX7rvU6TndRVI94B0DaTjq5ADe0Dv+FYOOs4FpmnizJkz6Ovrw9jYGPLz81FeXo7Kysqlt4VpAj/8MnD6H4Hpa5HP3Xw38EtNQO6m5CQfR7rW3454+SmyLdM0MTY2pu0pYaZpIhAIaD1+6fpL14DxZXtAevwq5KBCfOn9gKSEbf+ZKeBbnwFOHYpc0MjKBar/CrjnUSUWNAD2ABHFl+77FOl5XQXSPSBdA+n4KuTAHtA7vpWDTnPBzMwMjh8/jrKyMuzZswfvf//78eEPfxjvf//7sWfPHpSVleH48eOYmZmZe9P45dClab/5t5ELGpkbgV/6YOgStTZc0AD0q7+d8UwNsrW0NL3X5dLTZa5hrgoV6i9dA93jS/eA9PhVyEE6vnQPSIv79h9+MXS5qSsvRD6+5TZg758DhTviGy8OdO8BIoov3fcp0vO6CqR7QLoG0vFVyIE9oHd8QL4HkmViYgJ1dXXo7u4GAGSmZ2HXjnLk5RRgfHIU517uw8DAAOrr6/HFL34RHSdOIPfiaeC//z7yXnsAsP0twNsPAQXbkz+QONOl/nbHRQ2yLcMwkJubq+0pYYZhID8/XzoNMSrUX7oGjC/bA9LjVyEHFeJL7wckxXX7mybwo6eBb/0DMDMZ+dyb9wG765U5O2M+3XuAiOJL932K9LyuAukekK6BdHwVcmAP6B3fykGHuWBmZia8oJGZkY0a137s2fUAcnPmLv81PjmC0+dO4WRfO7q7u1G39y48tX87MtLnbZv0rNCxwh21QAosBuhS/1Rg/24jbZmmidHRUW1PCTNNE8PDw1qPX7r+0jVgfNkekB6/CjmoEF96PyApbtv/+njo7IyvN0cuaGxwAA+0AHvep+SCBsAeIKL40n2fIj2vq0C6B6RrIB1fhRzYA3rHt3LQYS5ob28PL2g8WtOCqtJ9EQsaAJCXU4iq0n14tKYFmelZ6D77Ap44fXHuBVtuA36zDXhzXUosaAD61D8VpEbHkbYyMvQ+2SgzU80/MiWLCvWXroHu8aV7QHr8KuQgHV+6B6Ste/u/+n3g3/4AGPzPyMd3lAO1/xu4uXJ9Pz8JdO8BIoov3fcp0vO6CqR7QLoG0vFVyIE9oHd8QL4HEs00TRw9ehQAUOPaj5Jtd6z4+pLtd6Km/AAA4Mh/XYAJA3AdAB76R6B4Z4KzTb5Ur3+q4KIG2ZZhGNi4caO2p4QZhoG8vDytxy9df+kaML5sD0iPX4UcVIgvvR+QtK7tH5wFfP8HeOpRYOyVucfT0oHK9wAPfBLYWBy/ZBNE9x4govjSfZ8iPa+rQLoHpGsgHV+FHNgDese3ckj1ueDMmTMYGBhAZnoW9ux6IKr33L3rfmSmZ2HgpQmcvfm9QPnvA+mp98d/HeqfKrioQbZlmiZGRka0PSXMNE1cuXJF6/FL11+6Bowv2wPS41chBxXiS+8HJMW8/Ud+BnzpD4HefwbM4NzjBTcCDx0FSn/bNqeP694DRBRfuu9TpOd1FUj3gHQNpOOrkAN7QO/4Vg6pPhf09fUBAHbtKF90yanl5OUUYteOcgBA7+DlhOUmTYf6p4rUW1IjrWRlZUmnIGrDhg3SKYhSof7SNdA9vnQPSI9fhRyk40v3gLQ1bX/TBH7UDTx7BJi+GvncrXuBX/xTICs3vgkmge49QETxpfs+RXpeV4F0D0jXQDq+CjmwB/SOD8j3QKKNjY0BAPKiXNCwWAsg1vtTVarXP1VwUYNsyzAMbNiwQdtTwqxT4nSlQv2la8D4sj0gPX4VclAhvvR+QNKatv+1YeAbnwJ+8t+Rj2flAvf+MfCGasCG21H3HiCi+NJ9nyI9r6tAugekayAdX4Uc2AN6x7dySPW5ID8/HwAwPjm6pvdN/Pz11vtTkQ71TxX2uLYA0RJM08Tw8LC2p4SZponXXntN6/FL11+6Bowv2wPS41chBxXiS+8HJEW9/X96Guj8/cULGtvfAtT+C/DG+2y5oAGwB4govnTfp0jP6yqQ7gHpGkjHVyEH9oDe8a0cUn0uKC8PXUbq3Mt9GJ8cieo945MjOPdy6LJVFRUVCctNmg71TxU8U4NsTXoFX1purv0uExJPKtRfuga6x5fuAenxq5CDdHzpHpBgmibOnDmD3t5eDA8Po6ioCBUVFaisrIz8RtH0JHD6H4EfPBX5A9IygIo/AN68zzb3zliJjj1ARImj+z5Fel5XgXQPSNdAOr4KObAH9I4PyPdAolVWVqL0zXdi4HvP4fS5U6gq3bfqe06fO4Xp2Sncdddd2L17dxKylJPq9U8VXNQg2zIMA9nZ2dqeEmadEqcrFeovXQPGl+0B6fGrkIMK8aX3A8k0MzOD9vZ2HD16FAMDA4ueLy0txcGDB3HgwAFkDL0A/OfHgJGXI19U9Hrglz8KbL41KTknmm49QESJpfs+RXpeV4F0D0jXQDq+CjmwB/SOb+WQ0nOBacL4cQ8OlgH13wNO9rVj57Y3oWTbHcu+ZfCV53Cyrx0AcPDgwdTdNtCg/inE/l/PI22ZpomhoSFtTwkzTROXLl3SevzS9ZeuAePL9oD0+FXIQYX40vuBZJmYmMBDDz2E+vp6DAwMIDM9C3fecg/23HY/7rzlHmSmZ2FgYAD19fV46O0uTHQ0Ll7QuNMN/OaxlFnQAPTqASJKPN33KdLzugqke0C6BtLxVciBPaB3fCuHlJ0Lxi4CT3uAr/0NDlQ48OAdxZiencKRr3wI3oETiy5FNT45gp6BL+DIySZMz06hpqYG+/fvF0o+OVK6/imGZ2qQreXl5UmnIKqwsFA6BVEq1F+6BrrHl+4B6fGrkIN0fOkeSIaZmRnU1dWhu7sbmRnZqHHtx55dDyA3pyD8mvHJEZw+dwon+9rR/a3voW6kGE+9903ISDeA3C3A2w8BO1yCo0gcHXqAiJJH932K9LyuAukekK6BdHwVcmAP6B0fkO+BuAsGgR98ETh7DJi+BgDISDfQUf8LqGt/Ed3feRlPnmnDyb527NpRjtycAkxMjuKHL/diZnYaAFBTU4MTJ04gIyP1/5SccvVPUTxTg2zLMAxkZWVpe0qY7qfEqVB/6RowvmwPSI9fhRxUiC+9H0iG9vb28ILGozUtqCrdF7GgAQB5OYWoKt2HR2takJmehe7nh/DE6YtAyS+HbgaeogsauvQAESWH7vsU6XldBdI9IF0D6fgq5MAe0Du+lUNKzQVD54EvvR/41mfCCxoAgLQM5N5bj6e+/WMcP34cpaWlmJ6dwnMvPovTPzqF5158FjOz0ygtLcXx48fx5JNPKnG/k0RLufqnMC5qkG0Fg0FcuXIFwWBQOhURwWAQr776qtbjl66/dA0YX7YHpMevQg4qxJfeDySaaZo4evQoAKDGtX/Fa90CQMn2O1FTfgAAcKQvCPOXPwosWABJJTr0ABElj+77FOl5XQXSPSBdA+n4KuTAHtA7vpVDSswFM1NA3/8G/u0PgFefj3zuhjuAdx0HXPuRkZ2DRx55BD6fD6dPn8ZnPvMZfPjDH8ZnPvMZnD59Gj6fD4888ogWZ2gAKVR/DejRkZSSDMNAQUGBtqunhmGgqKhI6/FL11+6Bowv2wPS41chBxXiS+8HEu3MmTPhe2js2fVAVO+5e9f9ONnXjoEfDuJsby8qKysTnKUcHXqAiJJH932K9LyuAukekK6BdHwVcmAP6B3fysH2c8HF54FvfBIY/knk45kbgd31wO2/DqRFfs/dMAxUVlZi9+7dmJ6eRmZmpr23QYxSov6a4JkaZFuGYWi7kwV4SpwK9ZeuAePL9oD0+FXIQYX40vuBROvr6wOA8LVto5GXU4hdO8oBAL29vQnLTQU69AARJY/u+xTpeV0F0j0gXQPp+CrkwB7QO76Vg23ngqmrwLf+AfjSo4sXNG6+G3C3A3f85qIFjflUqIEkW9dfM1zUINsKBoN47bXXtD0lLBgM4uLFi1qPX7r+0jVgfNkekB6/CjmoEF96P5BoY2NjAIC8NV5CyloAsd6fqnToASJKHt33KdLzugqke0C6BtLxVciBPaB3fCsHW84FPz0DdB4Anv93wDTnHs8pBPZ+FLj/E0D+Dav+GBVqIMm29dcQLz9FtmUYBhwOh7arp4ZhYNOmTVqPX7r+0jVgfNkekB6/CjmoEF96P5Bo+fn5AIDxydE1vW/i56+33p+qdOgBIkoe3fcp0vO6CqR7QLoG0vFVyIE9oHd8KwdbzQXXAsC3jwA/7ln83BvuA/YcBDY4ov5xKtRAku3qrzEuapBtGYaBjIwMbXc01ilxulKh/tI1YHzZHpAevwo5qBBfej+QaOVldwEAzr3ch/HJEeTlFK76nvHJEZx7OXTZqoqKioTmJ02HHiCi5NF9nyI9r6tAugekayAdX4Uc2AN6x7dysMVcYJrAC88Az34GmByJfC7vBuAX/xS4ee331lOhBpJsU3/i5afIvoLBIC5fvqztKWHBYBAXLlzQevzS9ZeuAePL9oD0+FXIQYX40vuBhHrtBVRe+N8ovSkX07NTOH3uVFRvO33uFKZnp3DXXXdh9+7dCU5SVsr3ABElle77FOl5XQXSPSBdA+n4KuTAHtA7vpWD8nPB6AXg6SbgPz8WuaBhGMAd7wrdOyOGBQ1AjRpIskX9CQDP1CAbS0tLQ3FxMdJWuMFRKktLS8MNN9yg9fil6y9dA8aX7QHp8auQgwrxpfcDCTEzBfieAAb+HwwziINvuxH1n/8xTva1Y+e2N6Fk2x3LvnXwledwsq8dAHDw4MGU/4ZRyvYAEYnQfZ8iPa+rQLoHpGsgHV+FHNgDese3clB2LpidAb53AuhvB2anIp8rej3wtibghjetK4QKNZCkdP0pAhc1yNZS/Y81q+H45ccvnQPj6x1fhRx0jx93F58Dvt4MBF4KP3RgzzZ88XsBdH/vMo585UOoKT+Au3fdH3EpqvHJEXz73NPo7nsC07NTqKmpwf79+yVGkHQp1wNEJEr3fYru4wfkt4Hu8VXIgfH1jq9KDotcfB745qeAofORj6dnAne9Gyj93dD/jwMlx59Euo/fLrjsRLYVDAZx5coVbU8JCwaDuHjxotbjl66/dA0YX7YHpMevQg4qxJfeD8TN1FXgv/8e+NL7IxY0ACDj1rehw9uPBx98ENOzU3jyTBs++vnfQuupj+Lz//VJtJ76KP7s8/vw1Jlj4QWNEydOICMj9b+7klI9QETidN+nSM/rKpDuAekaSMdXIQf2gN7xrRyUmgsmR4FvfAp46uDiBY3tbwHe9c+A60DcFjRUqIEk5epPy0r9o11KWWlpadi0aZO2p4SlpaVh27ZtWo9fuv7SNWB82R6QHr8KOagQX3o/EBc/PQN882+B8VcjH99YDNz7x4DzbcgF8NRTT+GJJ57AkSNHMDAwgOdefDbi5aWlpXj00Uexf/9+LRY0gBTqASJSgu77FOl5XQXSPSBdA+n4KuTAHtA7vpWDEnOBaQKD/wk8+1ng2nDkc9n5wJ6DwBvvD91HI45UqIEkZepPq7LVEa/P54PX6wUA9Pb24tixY3A4HAAAv9+Prq4uOJ1O+P1+NDQ0rPs5Up9pmtIpiOL45ccvnQPj6x1fhRx0j78uV4eAbx8FXvAufu62B4G73wvkFIQfysjIwCOPPIKHH34YZ8+eRW9vL0ZGRlBYWIiKigrs3r1by1Olbd0DRKQc3fcpuo8fkN8GusdXIQfG1zu+EjmMXgD++9PAS2cXP/fG+4G73wNsKEpYePHxC9N9/HZhq0UNr9eLpqYmAEBLSwv27t2L/v5+AIDb7Q7/f7/fj/r6enR2dq7rOVJbMBjE0NCQtjcwCgaDePXVV7VdQVeh/tI1YHzZHpAevwo5qBBfej8Qk2AQ+NFJ4EwrcH0s8rn87cAvfQjY4Vr27YZhoLKyEhUVFbh48aK28wBg4x4gIiXpvk+RntdVIN0D0jWQjq9CDuwBveNbOYj1wEo3Ai/cAfzinwKvK0toCirUQJL0PoCiZ5g2WX7y+XzYu3cvhodDp1z5/X6UlJRgcHAQQOTiBAAUFRVheHgYfr8/pudWMzo6isLCQoyMjKCgoGDV11P8BYNBXLp0CVu3buWORkOsP7EHyJY9MHQ+dIO/i89HPm4YwB21QMUjQOYGmdxsyJY9kGL4mTh+uC3lcZ9C7AFiD5BYD6x0I/DS3w39l5GVvHw0xX2AvGg/E9vmTI2ysjIcO3Ys/O9AIAAAKC4uRkdHB4qLiyNeX1xcDJ/Ph76+vpieKytL7MonrZ9pmpiZmdH2tDBr/BkZGdpebkS6/tI1YHzZHpAevwo5qBLfFvPAzHXA93+A7/4rEJyNfG7TrcAvfRDY+gtr+pHS218FtuoBIlKe7vsUzivyPSBdA+n4KuTAHtA7/vwcktYDk6PA2Tbgh19e/Nz2t4TOzii6JTm5QI0aSJLeB1D0bLXkVFtbG/7/J06cQFVVFRwOR3iBY6GhoaGYnyP1maaJQCCg7Y7GNE1cuXJF6/FL11+6Bowv2wPS41chBxXiS+8HovJSL9B5APjO5yMXNDJyQjf4+822NS9oAPLbXwW26QEisgXd9ymcV+R7QLoG0vFVyIE9oHd8K4ek9IBpAi88A3T8r8ULGtn5wNsfA371H5K6oBFKS74GkqT3ARQ925ypMV8gEEBXV1fEZaOWe128nrt+/TquX78e/vfo6CiA0GlJwWBwxTwocTZt2gQA2tZg69atAPQdvwr1l66B7vGle0B6/CrkIB1fugdWdG0YxrePAoPPLH7u5j0w7/lDIH9b6N8x5i+9/VWgdA9ogNudUklaWho2b96s7eUm0tLSsG3bNuk0REn3gHQNpOOrkAN7QO/4Vg4J74GRl4Fv/YPYjcBXokINJEnvAyh6tlzU8Hg86OnpgcPhAAA4HI5FZ1cMDQ3B4XDE/NxChw8fxuOPP77o8cuXL2NycnJ9A6KYzM7OYmhoCMFgEOnp6dLpJJ3upwSqUH/pGugeX7oHpMevQg7S8aV7YFlmENnnvdj4/P9F2vRExFPBnGJMlD6CqRvvBq4ZwLVLsYdRoAelKdsDGhkbG1v9RUQ2YZompqentf12pjX+zMxMbecV6R6QroF0fBVyYA/oHX9+DgnpgZkpYOD/Awb+n9iNwFejQg0kSe8DKHq2W9RoaWmBx+OB0+kMn1FRVVWF1tbWRa8tLy+H0+mM6bmFDh06hA984APhf4+OjuKmm27Cli1beCM/ITMzMxgeHsaWLVuQkWG7Vl63YDCIy5cvY8uWLVquIKtQf+ka6B5fugekx69CDtLxpXtgSVdegPGtvwde/X7o3xmZof81DJi/8BDSK/4AjqzcuISS3v4qULIHNJOTkyOdAlHcmKaJ0dFRbN++XToVEaZphvepOv4hC5DvAekaSMdXIQf2gN7xrRwS0gM/PRM6O2P0Z5GPK3YjcBVqIEl6H0DRs9XRX1dXF8rKysILGh0dHWhoaFh0ZoXf70d5eXn4bIxYnlsoOzsb2dnZix5PS0vT9g8J0jIyMrB582ZkZGRoWYO0tDStd7Iq1F+6BrrHl+4B6fGrkIN0fOkeiHB9HOj7F+D7XwTMBZfj+fmNwI0Y7puxEuntrwKlekBT3O6UStLS0rBp0yZt+zotLQ033HCDdBqipHtAugbS8VXIgT2gd3wrh7j2wPhl4NufBfxfX/zc68qAe/846ffNWIkKNZAkvQ+g6NlmUcPv98Ptdkc85nA40NDQAADo7OyEx+NBRUUFent70dnZGX5drM+R2kzTxNTUlLanhFnjz8rK0nb1XLr+0jVgfNkekB6/CjmoEl90HjBN4Mc9wOl/BK4NRz6XkQOUPwzcWQukxf/SSNLbXwVK9AARpQzd9ymcV+R7QLoG0vFVyIE9oHf8+TmsuwdmZ4Dnu4D+dmD6WuRzG4uBPQeBkr2AYvtbFWogSXofQNGzzaKG0+lcsaGcTieam5sBALW1tXF5jtQ3Pj4unYKokZERbNmyRToNMSrUX7oGuseX7gHp8auQg3R80R64Mgh86++BV763+LmdvwjseXTuRuAJIr39VSC9HyB78/l8qK+vR39/f8Tjfr8fXV1dcDqd8Pv9EWeHx/oc2YPu+xTOK/I9IF0D6fgq5MAe0Ds+EIceeOW7wDf/Dhj+SeTjRhrwpt8IffEpO299MRJIhRpIkt4HUHRss6hBtJBhGCguLtZy5RgIjX/r1q3SaYhRof7SNWB82R6QHr8KOagQX6QHpiZC37h6rmvxpaYKXgfc+0fAzZUJT0N6+6tAej9A9mYtPvh8vkXPud3u8EKH3+9HfX19+IzuWJ8j9em+T+G8It8D0jWQjq9CDuwBveNbOcTcA1eHgDOtwP+cWvzc1tuBX/wAsPkN608ygVSogSTpfQBFj4saZFumaeL69evanhJmmiYmJyeRk5Oj5c5WhfpL14DxZXtAevwq5KBC/KT2gGkCg88A3/5H4OqVyOfSs4C73g285beTdoM/6e2vAun9ANnbcmdp+/3+iH87nU54vd51PUf2oPs+hfOKfA9I10A6vgo5sAf0jm/lsOYeCAaBc18Gzh4Dro9FPpedD1Q2ArfVADa4T4MKNZAkvQ+g6HFRg2zt6tWr0imImpiYQE5OjnQaYlSov3QNdI8v3QPS41chB+n4SeuBofPAt/4BuPCdxc/dci9wz6NAwY3JyWUe6e2vAun9AKUer9eL4uLiiMeKi4vh8/nQ19cX03NlZWUJz5viQ/d9CucV+R6QroF0fBVyYA/oHR9YYw9c/hHw358GLv1w8XO3PQhUNgAbiuKXXBKoUANJ0vsAig4XNci2DMNAUVGRlivHQGj8mzdvlk5DjAr1l64B48v2gPT4VchBhfgJ74Gpq4Dv/wDPdQDB2cjn8rcD97wfeP29iYu/AuntrwLp/QClpkAgsOTjQ0NDMT9H9qD7PoXzinwPSNdAOr4KObAH9I5v5RBVD1wfA3r/GfjBU4svSVvsDF1qatudiUs0QVSogSTpfQBFj4saZFumaeLatWvanhJmjX/Dhg1a7mxVqL90DRhftgekx69CDqrET0gPmCbwghc48zlg4rXI59KzgNLfBkp/F8jIjn/sKElvfxVI7wdIL8stWsT63PXr13H9+vXwv0dHRwEAwWAQwWBwyfdQYs3OzuLatWuYnZ1d/cUpiPOKfA9I10A6vgo5sAf0jW+aJs6cOYPe3l68/PLL2LFjByoqKlBZWRmZy8+PE4wz/wRcG478IZkbYLp+P3Qz8LSM0GWpbEa6B6RJ7wMIUX8O5qIG2drU1JR0CqKsiUZXKtRfuga6x5fuAenxq5CDdPyE9MDlHwHf+gzw6vOLn7upErj3D4HCHfGPGwPp7a8C6f0ApR6Hw7Ho7IqhoSE4HI6Yn1vK4cOH8fjjjy96/PLly5icnFzfICgms7OzuHz5MrKyspCeni6dTtKZponR0VEUFBRo+YcsQL4HpGsgHV+FHNgD+sWfmZnBiRMn0N7ejuefX/z5/4477sCBAwewb98+ZF99BbnfOYbM1xa/7vqOe3H1zQcQ3LAJeM2+Z2lK94A06X0AAWNjY6u/CIBh8qttMRkdHUVhYSFGRkZQUFAgnY6WgsEgLl26hK1btyLNBjdbovhi/Yk9QHHvgatDQO9x4EfdoW9gzZd3w88vNfVWQMMP96rifkBeKnwmNgwj4mwfv98Pt9uN/v7+8GNFRUU4f/48hoaGYnpuqYWNpc7UuOmmmzA8PGzbbWl3wWAQly9fxpYtW7hP0RR7gNgDepmYmMC+ffvw9NNPAwAy07Owa0c58nIKMD45inMv92F6NvQFmgf2vAkdv70JuVkLfkjB62De+0fAjookZ0+JwH2AvNHRURQVFa16fMEzNci2TNPE1atXtb3khGmamJiYQG5urpar5yrUX7oGjC/bA9LjVyEHFeLHpQdmp4HvfxHobwemJiKfS88CSn8HeMtvA5lq3SxPevurQHo/QKkjEAiEFx6cTmfEc36/H+Xl5eGzMWJ5binZ2dnIzl58Cbu0tDQeRAuxLrlhGIaWNeC8It8D0jWQjq9CDuwBfeLPzMzgt37rt/D0008jMyMbNa792LPrAeTmzP0RdXxyBKfPncLJvnY8/e3vY99YMZ5675uQkW6EjhPuejfwlt+GkbFwpcO+pHtAmvQ+gBD1dueiBtnazMyMdAqipqenpVMQpUL9pWuge3zpHpAevwo5SMdfdw/89Azw7c8CgZcWP+d8O3D3e4H8beuLkUDS218F0vsBsi+v14uenh4AoUtBVVRUoLa2FgDQ2dkJj8eDiooK9Pb2orOzM/y+WJ8je9B9n8J5Rb4HpGsgHV+FHNgDesRvb29Hd3c3MjOy8WhNC0q23bHoNXk5hagq3YedN9yOIyeb0P38EJ44fRGP/NavA/f+EVD4uqTkmmzSPSBNeh9A0eHlp2KUCqfa2x0vOaE31p/YA7SuHgi8BHz7KPDTby9+blNJ6FJTN94Vn0QpYbgfkMfPxPHDbSmP+xRiDxB7QA+maaKsrAwDAwP49coGVJXuW/U93oETePJMG0pvvxW+534Eg/2RkrgPkBftZ2JWh2zLOiVO13U50zQxNjam9fil6y9dA8aX7QHp8auQgwrx19wDUxPA6c8BnQcWL2hk5wNv/RPgN4/ZYkFDevurQHo/QESpRfd9CucV+R6QroF0fBVyYA/oEf/MmTMYGBhAZnoW9ux6IKr33L3rfmSmZ2HgBy/gbG9vQvOTJN0D0qT3ARQ9Xn6KbC0YDEqnIGp2dlY6BVEq1F+6BrrHl+4B6fGrkINEfNM0cebMGZw9exYvvvgibrnlFuzevRuVlZXLX/c1GAR+/FXgbFvohuDzGWnA7Q8B5Q8DOfb6drR0/VUgvR8gotSi+z6F84p8D0jXQDq+CjmwB1I/fl9fHwBg147yiHtorCQvpxC7dpTjuRefRW9vLyorKxOZoijpHpAmvQ+g6HBRg2zLMAzk5+dreeMiIDT+5W48qQMV6i9dA8aX7QHp8auQQ7Ljz8zMoL29HUePHsXAwMCi50tLS3Hw4EEcOHAAGRnzPuJcfC50qalLP1z8Q19XFrrUVLFz8XOKk66/CqT3A0SUWnTfp3Beke8B6RpIx1chB/aAHvHHxsYAAHlr/EKTtQBivT8VSfeANOl9AEWPl58i2zJNE+Pj49qeEmaaJkZHR7Uev3T9pWvA+LI9ID1+FXJIZvyJiQk89NBDqK+vD58qfuct92DPbffjzlvuCZ0KPjCA+vp6PPTQQ5iYmABGXwF6/gJ46tHFCxr524H7PgbU/J0tFzQA+fqrQHo/QESpRfd9CucV+R6QroF0fBVyYA/oET8/Lw8AMD45uqb3Tfz89fn5+XHPSRXSPSBNeh9A0eOZGkRERKS0mZkZ1NXVobu7G5kZ2ahx7ceeXQ9EnCo+PjmC0+dO4WRfO7q7u1F339146n9tQQYWnDqdkQPc9W7gzfuAjKwkj4SIiIiIiERdOofyia8BAM693IfxyRHk5RSu+rbxyRGcezl02aqKioqEpkhEq+OZGmRbhmEgLy9P21PCDMNAQUGB1uOXrr90DRhftgekx69CDsmK397eHl7QeLSmBVWl+xZd+zYvpxBVpfvwaE0LMtOz0P3s83jiWy9H/qA33Afs+zxQ9nspsaAhXX8VSO8HiCi16L5P4bwi3wPSNZCOr0IO7IEUjj85AnzjU8CT70Gl4zWU3pSL6dkpnD53Kqq3nz53CtOzU7jrrruwe/fu+OenCOkekCa9D6DocVGDbMs0TYyNjWl7SphpmggEAlqPX7r+0jVgfNkekB6/CjkkI75pmjh69CgAoMa1HyXb7ljx9SXb70RN+QEAwJH/uhDKbfubgd9oBX75I0DeloTlmmzS9VeB9H6AiFKL7vsUzivyPSBdA+n4KuTAHkjB+MEg8IMvAV/4XeCHXwZME4Zh4ODbbgQAnOxrx+DF51f8EYOvPIeTfe0AgIMHD6b0H7yle0Ca9D6AosdFDbK1tDS9Wzg9PV06BVEq1F+6BrrHl+4B6fGrkEOi4585cyZ8D409ux6I6j1377o/dI+NlyZwdutvA7/6GWDrroTmKUW6/iqQ3g8QUWrRfZ/CeUW+B6RrIB1fhRzYAykU/9XvA0++B/jm3wLXI2/ufeDdv4UH76vC9OwUjnzlQ/AOnMD45EjEa8YnR9Az8AUcOdmE6dkp1NTUYP/+/fHLT1HSPSBNeh9A0eE9Nci2DMNAbm5uSq+Qr8QwjJS+OdVqVKi/dA0YX7YHpMevQg7JiN/XF7pu7a4d5YsuObWcvJxC7NpRjudefBa9F2ZRmaLzhHT9VSC9HyCi1KL7PoXzinwPSNdAOr4KObAHUiT+tWHgTBvwo+7FzxXdAtzzR8jY4ULHWyfC9+578kwbTva1h487JiZH8cOXezEzOw0AqKmpwYkTJ5CRkdp/SpXuAWnS+wCKHpeeyLZM08To6Ki2p4SZponh4WGtxy9df+kaML5sD0iPX4UckhF/bCz0jaq8KBc0LNYCiPX+VCRdfxVI7weIKLXovk/hvCLfA9I1kI6vQg7sAZvHD84Cz/87cOL3Fi9oZG4E7n4f8K5/AXa4AAC5ubl46qmncPz4cZSWlmJ6dgrPvfgsTv/oFJ578VnMzE6jtLQUx48fx5NPPonc3Nx1jlB90j0gTXofQNFL7eVFSnmpvkK+mszMTOkURKlQf+ka6B5fugekx69CDomOb31LaHxydE3vm/j561P9W0bS9VeB9H6AiFKL7vsUzivyPSBdA+n4KuTAHrBp/Fe+B3zrH4ArLyx+7g3VQOV7gNzNi57KyMjAI488gocffhhnz57FmTNn8NJLL+Gmm25CZWUldu/erd239qV7QJr0PoCiwyqRbRmGgY0bN2o3uVgMw0BeXp50GmJUqL90DRhftgekx69CDsmIX15eDgA493IfxidHkJdTuOp7xidHcO7l0GWrKioqEpqfJOn6q0B6P0BEqUX3fQrnFfkekK6BdHwVcmAP2DD++GXgzOeAF7yLnyt2Avf+EXBjaVSxKysrUVFRgUuXLmHr1q1a3ltBugekSe8DKHr6/XZSyjBNEyMjI9qeEmaaJq5cuaL1+KXrL10DxpftAenxq5BDwuNfGUTllX9D6U25mJ6dwulzp6J62+lzpzA9O4W77roLu3fvTkxuCpCuvwqk9wNElFp036dwXpHvAekaSMdXIQf2gI3iz0wB3/k80PF7ixc0snKBe94PvOt4VAsaC3PgXKDvXKB7/e2EZ2qQrWVlZUmnIGrDhg3SKYhSof7SNdA9vnQPSI9fhRwSEn/8MtD3L8D/PA3DNHHwbTei/vM/xsm+duzc9iaUbLtj2bcOvvIcTva1AwAOHjyY8t+wka6/CqT3A0SUWnTfp3Beke8B6RpIx1chB/ZA8uObpokzZ86gt7cXQ0NDKC4uRkVFBSorKxd/njdN4MVngW8fBUZ/tviHvfF+oLIR2Fgccz7SPSBNugel6V5/u+CiBtmWYRjYsGFDyv/BajnWKXG6UqH+0jVgfNkekB6/CjnEPf71ceC7/wp8rwOYnQo/fGDPNnxx4Aq6nx/Cka98CDXlB3D3rvsjLkU1PjmCb597Gt19T2B6dgo1NTXYv39//HJTkHT9VSC9HyCi1KL7PoXzinwPSNdAOr4KObAHkht/ZmYG7e3tOHr0KAYGBhY9X1paioMHD+LAgQOh+xwEfgo8ewR46cziH7ZlV+hSUzfcvq6cpHtAmnQPStO9/nbCRQ2yLdM0MTw8jC1btkinIsI6JXDTpk1a7mxVqL90DRhftgekx69CDnGLPzsN/OApwPcEsMQNwTOc96Kj+59Q954mdHd348kzbTjZ145dO8qRm1OAiclR/PDlXszMTgMAampqcOLEiZS/wZt0/VUgvR8gotSi+z6F84p8D0jXQDq+CjmwB5IXf2JiAnV1deju7gYAZKZnYdeOcuTlFGB8chTnXu7DwMAA6uvr8cV/60JH0/3IfeFLQHA28gdtKAJ2N4TO0IjDPTCke0CadA9K073+dpLaR/uU8nRePQaA3Nxc6RREqVB/6RroHl+6B6THr0IO64pvmoD/a8DZY8DohcXPb9kF3P0e4Ma7kAvgqaeewhNPPIEjR45gYGAAz734bMTLS0tL8eijj2L//v0pv6Bhka6/CqT3A0SUWnTfp3Beke8B6RpIx1chB/ZA4uPPzMyEFzQyM7JR49qPPbseQG5OQfg145MjOH3uFE72taP71FdR93Ivnnrvm5CR/vM/tKelA3e8CyjbD2TH98bW0j0gTboHpelef7vQ44ifUpJhGMjOztZy5RiYOyVOVyrUX7oGjC/bA9LjVyGHdcW/MACc+Rxw6YeLn8vfDuyuB5zviPi2VUZGBh555BE8/PDDOHv2LM6ePYtXXnkF27dvx+7du7F7926t5gTp+qtAej9ARKlF930K5xX5HpCugXR8FXJgDyQnfnt7e3hB49GaliXvmZeXU4iq0n3YecPtOHKyCd3PD+GJ0xfxyL3bgR3loRuBF70+7rlJ94A06R6Upnv97WT952URCTFNE0NDQzBNUzoVEaZp4tKlS1qPX7r+0jVgfNkekB6/CjnEFH/oPHDqw8CX/2jxgkZ2fujgpO7/ALfuXfb0ccMwUFlZife9731497vfjfe9731L30QwxUnXXwXS+wEiSi2671M4r8j3gHQNpOOrkAN7IPHxTdPE0aNHAQA1rv1LLmjMV7L9TtSUHwAAHPnGZZj3/TXw4KcSsqBh5ce5QN+5QPf62wnP1CBby8uL7ymGdlNYWLj6i1KYCvWXroHu8aV7QHr8UjmYpokzZ86gt7cXgUAADocDFRUVKy8sjF8GfO3AuW7ADEY+l54F3OkGSn87tLCxBtI9IE2FHpSmew8QUXzpvk/hvCLfA9I1kI6vQg7sgcTGP3PmDAYGBpCZnoU9ux6I6j1377ofJ/vaMfBiAGcvZaFyZ2K/zCTdA9Kke1Ca7vW3Cy5qkG0ZhoGsrCztvplrsU6J05UK9ZeuAePL9oD0+CVymJmZQXt7O44ePYqBgYFFz5eWluLgwYM4cODA3D0tJkeBgf8HPP9vwOxU5BsMI3RDv/KHgbyta85HugekqdCD0nTvASKKL933KZxX5HtAugbS8VXIgT2Q+Ph9fX0AgF07yiPuobGSvJxC7NpRjudefBa9vb2orKxMWH7SPSBNugel6V5/O+Hlp8i2gsEgrly5gmAwuPqLU1AwGMSrr76q9fil6y9dA8aX7QHp8Sc7h4mJCTz00EOor68Pf7PqzlvuwZ7b7sedt9yDzPQsDAwMoL6+Hg899BAmAleA7/x/wBd+B/juvy5e0LipEnjXPwNvfyymBQ1AvgekqdCD0nTvASKKL933KZxX5HtAugbS8VXIgT2Q+PhjY2MAgLwoFzQs1gKI9f5Eke4BadI9KE33+tsJz9Qg2zIMAwUFBdqunhqGgaKiIq3HL11/6RowvmwPSI8/mTnMzMygrq4ufDO/Gtd+7Nn1QMQ3q8YnR3D63Cmc7Avd9K/u7W/CUw1vREb6gtw2vxGofA+ww7XuvKR7QJoKPShN9x4govjSfZ/CeUW+B6RrIB1fhRzYA4mPn58futzs+OTomt438fPXW+9PFOkekCbdg9J0r7+dcFGDbMswDGRmZmq7o7FOidOVCvWXrgHjy/aA9PiTmUN7e3t4QePRmpYlb+aXl1OIqtJ92HnD7Thysgnd330VT5wuwCP3bg+9oHAHUPEHwM63LXsD8LWS7gFpKvSgNN17gIjiS/d9CucV+R6QroF0fBVyYA8kOL5povyG0A2Yz73ch/HJEeTlrH7/hvHJEZx7OXTZqoqKisTlB/kekCbdg9J0r7+d8PJTZFvBYBCvvfaatqeEBYNBXLx4UevxS9dfugaML9sD0uNPVg6maeLo0aMAgBrX/iUXNOYr2X4nasoPAACO/NcFmBs3Ab/4p4D7CaDkHXFb0ADke0CaCj0oTfceIKL40n2fwnlFvgekayAdX4Uc2AMJjP/aC8CX/xCVVzpRelMupmencPrcqajeevrcKUzPTuGuu+7C7t2745/bPNI9IE26B6XpXn874aIG2ZZhGHA4HNqunhqGgU2bNmk9fun6S9eA8WV7QHr8ycrhzJkz4Xto7Nn1QFTvuXvX/aF7bLw0gbPOPwZu/zUgPf4nh0r3gDQVelCa7j1ARPGl+z6F84p8D0jXQDq+CjmwBxIQf3IE+ObfAf9eD7zyPRiGgYNvuxEAcLKvHYMXn1/x7YOvPIeTfe0AgIMHDyZ820j3gDTpHpSme/3thIsaZFuGYSAjI0PbHY3up8SpUH/pGjC+bA9Ijz9ZOfT1hU7z3rWjPOIeGivJyynErh3lAIDe73wvYblJ94A0FXpQmu49QETxpfs+hfOKfA9I10A6vgo5sAfiGD84C3z/i8AXfhf4wVOAOffN9wNvvQkP3nsnpmencOQrH4J34ATGJ0ci3j4+OYKegS/gyMkmTM9OoaamBvv3719/XquQ7gFp0j0oTff620lMX5scHR1FR0cHBgcH4ff7AQDFxcVwOBy477778I53vCOuSRItJRgM4vLly9i8eTPS4ng5E7uwTgnctm2btuOXrr90DRhftgekx5+sHMbGxgAAeVEuaFisBRDr/Ykg3QPSVOhBabr3QKrhMQZJ032fwnlFvgekayAdX4Uc2ANxin9hAHj2M8CVwcXPvf6tyNhzEB3vLkRdXR26u7vx5Jk2nOxrD3+RamJyFD98uRczs9MAgJqaGpw4cQIZGYm/NbB0D0iT7kFputffTtZUnYGBAdx3330oKirC5z73OQwPD2Pnzp3YuXMnCgsLMTg4iHe9611IT0/He9/7XoyOjiYqbyKkpaWhuLhY251MWloabrjhBq3HL11/6RowvmwPSI8/WTnk5+cDAMYn1zanT/z89db7E0G6B6Sp0IPSdO+BVMFjDFKF7vsUzivyPSBdA+n4KuTAHlhn/PFLgPdx4Mt/tHhBw3Ez8OCngF/5G6DgRuTm5uKpp57C8ePHUVpaiunZKTz34rM4/aNTeO7FZzEzO43S0lIcP34cTz75JHJzc9c/wChI94A06R6Upnv97STqJc5PfvKTOHHiBBobG9HZ2YnCwsJlXxsIBNDW1gaXy4W2tjZ+q4oSRvfTwTh++fFL58D4esdPeA5TEyjPvQgAOPdyH8YnR5CXs/z8bxmfHMG5l0OXraqoqEhcflCjBpJ0Hz/AbWB3PMYg1ei+T9F9/ID8NtA9vgo5MH4M8WeuA9/9AjDw/4X+/3xZuYDr94E3/cai++xlZGTgkUcewcMPP4yzZ8+it7cXo6OjKCgoQEVFBXbv3i2yPaRrII3j13v8dhHVstMzzzwDIHRd7fr6+hUPNgDA4XCgqakJvb29+Kd/+qf1Z0m0hGAwiCtXriAYDK7+4hRknRKo8/il6y9dA8aX7QHp8Sc0h+lJYOBfgf+3D5XXv4HSm3IxPTuF0+dORfX20+dOYXp2CnfddRd2794d39zmke4BaSr0oDTde8DueIxBqtF9n8J5Rb4HpGsgHV+FHNgDa4xvmsD5bwAd+4G+f4lc0DAM4LYHgX2fB97sXrSgMZ9hGKisrMT73vc+HDhwAO973/tQWVkp8sdl6R6QJt2D0nSvv50Ypmma0knY0ejoKAoLCzEyMoKCgrVdZ5ziQ/fr/AGhbaDz2FWov3QNdI6vQg9Ib/+45zAzBZz7CvCd/wtcHQo/fPy/X0H953+MzPQsPPrOT6Jk2x3L/ojBV54L38zv+PHjeOSRR+KT2xJU6AFpKvSgJPaAPH4mjh9uS3ncp3BeUaEHpGsgHV86B/bAGuJfGQSe/Sxw4TuLn9t6O3DvHwFbdyUufoKo0APSpGsgifWXF+1n4sTfYYcogXRfk+P45ccvnQPj6x0/bjkEZ4H/+SrQ3w6Mv7ro6QP3vQVf/Gkhur/RhyNf+RBqyg/g7l33R1yKanxyBN8+9zS6+57A9OwUampqsH///vXntgoVaiBJ9/ED3AZEFF+671N0Hz8gvw10j69CDoy/SvxrgdBZGT/8MmAu+Db7hiLg7vcCt1YDMf5BWHr8quQgiePXe/x2EfOixsDAADweD/x+/6LnfvzjH68rKaJoBINBDA0NaXsDo2AwiFdffVXb1WMV6i9dA8aX7QHp8cclh2AQ8H8tdFAy8vLi5zduAsp+Dxm73omO35xCXV0duru78eSZNpzsa8euHeXIzSnAxOQofvhyL2ZmpwEANTU1OHHiBDIyEvvdCekekKZCD0rTvQdSEY8xSJLu+xTOK/I9IF0D6fgq5KBrD5imiTNnzqC3txcXLlzAjTfeiIqKishLQM3OAD94MvRFqOtjkT8gLQO4sxYo+1+he2jESLr+Vg6cC/SdC3Svv53EfPmpN7zhDbjrrrtQXV2N4uLiiOfe9a53xSU5lfH0cHnBYBCXLl3C1q1buaPREOtP7IF1ME3gxWeBvn8OnTa+UE4BUPq7wO2/DmTmhB+emZnBE088gSNHjmBgYGDR20pLS/Hoo49i//79CV/QANgDxB5QQbw/E+t8jMHjC3ncpxB7gHTrgZmZGbS3t+Po0aPLfr4/ePAgDuy9HRm9nwOGX1z8Q265N3R2huOmxCecBLr1AEVi/eUl/PJTV65cQUdHR6xvJ1o30zQxMzOj7Wlh1vgzMjJEbp4lTYX6S9eA8WV7QHr8MeVgmsDPfEDvMeDSDxc/n7kReMs+4E73kt+wysjIwCOPPIKHH34YZ8+exdmzZzEyMoLCwkLs3v3/s/fmcXKVVf7/+1ZXL0mv6c6KiZAOaAtBOkkvBBcUGgVaRSWL29iR2FHouAwOQfwNLuNoJC4zo8kACY4dh/lCFiUZSRMhKuoIvREKE6UV0myBbHSn16TTS93fH0V1p9JZeqmq89x6zvv18vUy91bVOc/z+XBO3X7qubeEkpKSuM6FtAekMcGD0tjugURErzEUSWyvKdpX5D0grYF0fBNysMkD3d3dgzuxAZKTUiiYWURGWhZdPR007W8kEAhQWVnJQ3Nz2Vz5NtJTk4Y+YNL5sPALMKs4ajlJ639yDtoL7OwFtuvvJca8qLFkyRKeeeYZLrvssmjmoygjxnVd2tramD59unQqIriuS0tLC1OnTrW20UjrL62Bxpf1gOT4T94efuDAAWbMmDF8e/ipHNwD9RvgwDPDz/lT4ZKPQuHH4aTnZJwJx3EoLS2luLhY9Fcs0h6QRvq/QROw3QOJiF5jKJLYXlO0r8h7QFoD6fgm5GCLB/r7+wcXNJL9qZQvqGBhwXWkpw39Krqrp53app3saKymZm8rSzY8y/abL8E/MQuKPgNvuwGSors7W1r/cA7aC+ztBbbr7yXGfPup9vZ28vPzB/938vbwu+++O2oJmopuD5dHt4TZjeqv2OiBEW8PX7Zs6PZPR/4ODffBK3XDPzApGd72QZj3DzAxd/h5w7HRA0ok6gF5ov2d2OZrDL2+kEdriqIeUGzxwH333UdlZSXJ/lRWlq9hzvS5Z3ztvgN7WLtjFX0Dvdx3+xKWf+NemJATv2TjjC0eUE6P6i9PzG8/VVZWxqRJk1iwYAE5OTlj/RhFGTOu69LX12ftlrDw+JOTk61dPZfWX1oDjS/rgXiPf1Tbwx96iM33rCH92QfhhT8M/zDHB2+5FhZUQObYf4FiuwekkZ5/E7DdA4mIXmMoktheU7SvyHtAWgPp+CbkYIMHXNdl3bp1AJQvqDjrggbAnBmXUl60jG1161n7679z0+psYqWMtP4n56C9wM5eYLv+XmLMixr79u3jxRdf1F8RKWK4rktHRwczZsyQTkUE13U5evQoU6ZMsbbRSOsvrYHGl/VAPMc/6u3hNTUsub42tD086ZTc5lwFRTdF5UF+tntAGun5NwHbPZCI6DWGIontNUX7irwHpDWQjm9CDjZ4oK6ujkAgQHJSCgsLrhvRey4vuJYdjdUEAgHq6+spLS2NSW7S+odz0F5gby+wXX8vMeZ9NEVFRVaaWzEHn89HXl6etdvBfD4f06ZNs3r80vpLa6DxZT0Qz/FXV1cPLmisLF9DWeHSiAUNgIy0bMoKl7KyfA3JSSnU7G1lY+3BoRec/w5Y9F9Q9o2oLGiAekAa6fk3Ads9kIjoNYYiie01RfuKvAekNZCOb0IONnigsbERgIKZRcOuKc5ERlo2BTOLAGhoaIhZbtL6h3PQXmBvL7Bdfy8x5p0aixcvZv78+ZSVlbFgwYKIc5/97GfHnZiinAvXdent7bV2S1h4/CkpKVZe/Jugv7QGGl/WA/Ea/7i2hz/+Gjct+QBOSSVMfVtMcrPZA9JIz78J2O6BRESvMRRJbK8p2lfkPSCtgXR8E3KwwQOdHR0AZIxwQSNMeAGks7Mz6jmFkdb/5By0F9jZC2zX30uMeVFjy5YtZGdn09DQELFK6ziOXnAocaOrq0s6BVHa29uZMmWKdBpimKC/tAa2x5f2QDzGP67t4a90Uz9lKaUxWNAIY7sHpJGefxOw3QOJhl5jKNLYXlO0r8h7QFoD6fgm5JDQHjjyNzJf3AlAV0/HqN7a/cbrMzMzo57WyUjrD/IekMYEDSSxXX+vMOZFjUcffTSaeSjKqHEch9zcXCtXjiE0/qlTp0qnIYYJ+ktroPFlPRCv8Y9ne/iel56goaEhZve8td0D0kjPvwnY7oFERK8xFElsrynaV+Q9IK2BdHwTckhYDxxrhfoN8PdHKJoU2mnRtL+Rrp52MtKyz/n2rp52mvaHrkuKi4ujn98bSOsfzkF7gb29wHb9vYTeIEzxLK7rcuLECWu3hLmuy/Hjx60ev7T+0hpofFkPxGv84e3dpm4Pt9kD0kjPvwnY7gFFUaKL7TVF+4q8B6Q1kI5vQg4J54H+Xgg8AA9+Ev5WA65L6exMCmel0zfQS23TzhF9TG3TTvoGepk3bx4lJSXRye00SOsfzkF7gb29wHb9vURUFjV+8IMf8OKLL0bjoxRlVBw7dkw6BVG6u7ulUxDFBP2lNbA9vrQH4jH+zJRQqzZ1e7jtHpBGev5NwHYPJDJ6jaFIYHtN0b4i7wFpDaTjm5BDQnjAdeHFP8GWZVB3D/QNjclxHKoWvReAHY3V7Du496wfte/AHnY0VgNQVVUV81+wS+sP8h6QxgQNJLFdf68QlUWN7373u+zevTsaH6UoI8ZxHCZNmmTtljDHcZg8ebLV45fWX1oDjS/rgZiP/1grPLGWotd/AQxtDx8J8dwebrMHpJGefxOw3QOJjl5jKPHG9pqifUXeA9IaSMc3IYeE8EDrC1DzT/Drr0HHq5Hn8i6ED/4Hy9Y8xPXXX0/fQC9rH76NXYFNw641unraeSzwIGt3rKJvoJfy8nIqKirGntcIkNY/nIP2Ant7ge36e4kxP1PjZFpbW6PxMYoyKnRLXGj8EyZMsLLYmqC/tAYaX35rekzGf6wVAv8P/rodBnopPT+NwlnpBF7pprZpJ2WFS8/5EfHeHm6rB6SRnn8TsN0DiY5eYyjxxvaaon1F3gPSGkjHNyEHT3ugpwMa/yt0HeEGI8+lZUPxZ6HgA+Dz4Qc2b97MkiVLqKmpYVvdenY0Vg8+x6+7p4Nn9zfQP9AHQHl5OZs2bcLvj8qfEc+ItP4n56C9wM5eYLv+XkKfqaF4mt7eXukURDl+/Lh0CqKYoL+0BrbHl/ZAVMd/rBWe/E944GOwZwsMhMbmOA5VV54HmLk93HYPSCM9/yZguwcURYkuttcU7SvyHpDWQDq+CTl4zgPBAdj7S3jwE/CXhyIXNHxJcOli+Nj/wMUfAt/QnwHT09PZvn079913H4WFhfQN9LLnpSeo/dtO9rz0BP0DfRQWFnLfffexbds20tPTozTCsyOtP8h7QBoTNJDEdv29guOOcOnpt7/97Yg/9KqrrhpzQl6ho6OD7Oxs2tvbycoa3cNblegQDAY5fPgwU6dOxefT9TnbUP2VhPHAsVb486bQBUj/ieHnc2fTf9k/cMOXf0jNI4+QnJRCedEyLi+4loy07MGXdfW082TTI9Q0bhzcHr5t27aY/5pKkoTxgDJm1APyjPc7sV5jDKHXF/JoTVHUA4rnPLD/KXjix3D0xeHn3nw5XH4LTDr/nB/jui719fU0NDTQ2dlJZmYmxcXFlJSUWPdrfc95QIkqqr88I/1OPOK/dCxatOis58NFrr29nf7+/pF+rKKMGdd1OXbsmLVbwlzXpbu7m/T0dOu+ZIAZ+ktroPFlPTDu8R8/Cs+EFzN6hp+fdAEsWAazr8Tv87F5y+VGbg+32QPSSM+/CdjugURArzEUk7C9pmhfkfeAtAbS8U3IQcoDrutSV1dHQ0MDLS0t5OXlUVxcTGlp6ennof1VqP1PePH/hp/LmQULV4YWNUaI4ziUlpZSUlIiPv8meFB7gb29wHb9vcSI/9pxrnvabtiwgdtvv50LLrhgvDkpyoix/eK2r69POgVRTNBfWgPb40t7YEzjP942tDOj7zTbeiddAAsqYPZ7Trs9fOPGjaxdu5ZAIMCel56IeGthYSErV66koqIibjs0bPeANNLzbwK2e8Dr6DWGYhq21xTtK/IekNZAOr4JOcTTA/39/VRXV7Nu3ToCgcCw84WFhVRVVbFs2bLQ9/veY/D0f79xu9pT5iklI/SjqEs+DEnJY85Jev6l44N8HZDGBA0ksV1/rzDi20+diR/84AesXr2a3Nxcvve973HjjTdGKzej0e3h8uiWMLtR/RXPeeB4G/x5M/zll6dfzMh5c+giJP+9EYsZp0O3h4fwnAeUqKMekCdW34ltvMbQ6wt5tKYo6gElnh7o7u4e3IkNkJyUQsHMIjLSsujq6aBpfyN9bzxn7/rrrmPzdypJ3/vz0O1rT8ZxQg8AL14OEybFNGcb0DpgN6q/PFG//dSpH/7d736XDRs2kJ+fz+bNm7n66qvHnKyijIXwljhbt4S5rktXVxcZGRlW/REzjAn6S2ug8WU8MOqt4T3tocWMvb+EvmPDz+e8ObQzI/+qcy5mhDl5e7i0BtLxpeuAJNLzbwK2eyDR0GsMRRrba4r2FXkPSGsgHd+EHOLlgf7+/sEFjWR/KuULKlhYcB3paUN/wOvqaae2aSc7GqupeeQRlrxSx/abL8GfdNK8zLgMrvgiTL4wKnmZMP8meFB7gb29wHb9vcSoFjXCFxpr1qyhrKxMLzQUcYLBoHQKogwMDEinIIoJ+ktrYHv8eHpg1FvDezpCt5k642LGLJi/DOaMfDHjdEhrIB3fhDogifT8m4DtHkgE9BpDMQnba4r2FXkPSGsgHd+EHOLhgerq6sEFjZXla5gzfe6w12SkZVNWuJTZ0y5m7Y5V1OxtZWPtQZa/YwZkTofLb4bZV4Z2akQR6fmXjg/ydUAaEzSQxHb9vcKIFzVuvvlm1q9fT1lZGbt376awsDCGaSnKuXEch8zMTCtXjiE0/pycHOk0xDBBf2kNNH78PDCSreGBQIDKykoe+sUWNt/xIdKff/j0ixnZM2F+BVxYNq7FDDBDA+n40nVAEun5NwHbPZAI6DWGYhK21xTtK/IekNZAOr4JOcTDA67rsm7dOgDKF1ScdkHjZObMuJTyomVsq1vP2scPctOX/j+cyz4G/tSo52bC/JvgQe0FOdJpiGG7/l5ixIsa9957L/n5+eTk5LB69eqzvnbTpk3jTkxRzkV4S9yUKVOkUxHBdd3Be+nbWGxN0F9aA40fHw+Memv4zkdZsr9x+NbwwcWMq8GXFJXcTNBAOr50HZBEev5NwHYPJAJ6jaGYhO01RfuKvAekNZCOb0IO8fBAXV0dgUCA5KQUFhZcN6L3XF5wLTsaqwm80kl9fwGlMVjQADPm3wQPai+wtxfYrr+XGPGixqpVq2KZh6IoiqIYybi3hme9CeZ/Gi66JmqLGYqiKImCXmMoiqIottHY2AhAwcyiiB9KnY2MtGwKZhax56UnaGhooLS0NJYpKoqiGM+IFzW+973vxTIPRRk1juNY++AiCI0/K2tkX4ASERP0l9ZA48feA+PaGv6HI9z0tX/Hecv7Y7aYYYIG0vGl64Ak0vNvArZ7IBHQawzFJGyvKdpX5D0grYF0fBNyiIcHOjs7AcgY4YJGmPACSPj9scCE+TfBg9oL7O0FtuvvJcZ3M29FESS8Jc51XelURHBdl7a2NqvHL62/tAYaP/YeGOvW8OSkFAIvtVHfnhfT3RkmaCAdX7oOSCI9/yZguwcURYkuttcU7SvyHpDWQDq+CTnEwwOZmZkAdPV0jOp93W+8Pvz+WGDC/JvgQe0F9vYC2/X3EiPeqXEqgUCA22+/nebm5mHnnnvuuXElpSgjxTfOh+x6naQku29lY4L+0hrYHj/WHvDC1nBpDaTjm1AHJJGefxOw3QOJhl5jKNLYXlO0r8h7QFoD6fgm5BBrDxTNTAOgaX8jXT3tZKRln/M9XT3tNO0PXZsUFxfHND/p+ZeOD/J1QBoTNJDEdv29wpgXNRYvXsy8efNYtWoVubm50cxJUUaE4zikp6dbuyXMcZyY/kLDdEzQX1oDjR97D5i8NRzM0EA6vnQdkER6/k3Adg8kInqNoUhie03RviLvAWkNpOObkENMPXD0JXhyHaUHaymclU7glW5qm3ZSVrj0nG+tbdpJ30Av8+bNo6SkJPq5vYEJ82+CB7UX2NsLbNffS4x5UaOlpYXNmzdHMxdFGRWu69LR0cGUKVOkUxEhvCUwJyfHymJrgv7SGmj8GHug9xiZbU2AmVvDwQwNpONL1wFJpOffBGz3QCKi1xiKJLbXFO0r8h6Q1kA6vgk5xMQDJzrhqY3wl19CcADHcai68jwq73+OHY3VzJ5+yVmf3bfvwB52NFYDUFVVFfNnCkrPvwke1F5gby+wXX8vMeb9NEuWLOGZZ56JZi6KMmr8/jGvyyUEycnJ0imIYoL+0hrYHj8mHug9Bk//DzywlCL+DAxtDR8J8dwaDvIaSMc3oQ5IIj3/JmC7BxINvcZQpLG9pmhfkfeAtAbS8U3IIWoeCAbhr/8LD34S9myB4MDgqWVXzOD6hRfTN9DL2odvY1dg07Drja6edh4LPMjaHavoG+ilvLycioqK6OR2FqTnXzo+yNcBaUzQQBLb9fcKY1bprrvuIj8/f/B/J28Pv/vuu6OSnKKcDcdxmDhxopUrxxAaf0ZGhnQaYpigv7QGGj/KHug7Dn/ZBs88AG9cUJTOzjR2aziYoYF0fOk6IIn0/JuA7R5IRPQaQ5HE9pqifUXeA9IaSMc3IYeoeeC1p+GJtdDy/PBzM4vxL6xi86ensmTJEmpqathWt54djdWDz/Lr7ung2f0N9A/0AVBeXs6mTZti/sdWE+bfBA9qL7C3F9iuv5cY806NsrIyJk2axIIFC5g9ezbZ2dmD/1OUeOC6Lu3t7biuK52KCK7r0tLSYvX4pfWX1kDjR8kDfcch8AA88DGou2dwQQNCX2iq3vdWAHY0VrPv4N6zflQ8t4aDGRpIx5euA5JIz78J2O6BRESvMRRJbK8p2lfkPSCtgXR8E3IYtwc6DsCjd8Kvvjx8QSN7Jly7Gq7/PuTOJj09ne3bt3PfffdRWFhI30Ave156gtq/7WTPS0/QP9BHYWEh9913H9u2bSM9PX3c4zsXJsy/CR7UXmBvL7Bdfy8x5iXeffv28eKLL5KVNbqHpypKNElJSZFOQZQJEyZIpyCKCfpLa2B7/HF5oK8H/rottDPjeNvw8+mTofCTLKu4locOLKampoa1D99GedEyLi+4loy0oT+wdfW082TTI9Q0bozr1nCQ10A6vgl1QBLp+TcB2z2QaOg1hiKN7TVF+4q8B6Q1kI5vQg5j8kDvMQj8D/x5Mwz0Rp5LnggLKuCSj4I/8rP9fj/Lly/npptuor6+nvr6elpbW8nNzaWkpISSkpK4/2Jcev6l44N8HZDGBA0ksV1/rzDmRY2ioiLdiqOI4jgOEyZMsNaH4S1xtmKC/tIaaPwxeqCvB579Xwj8Pzh+dPj5iXkw75NQ8EHwp+AHNm/ebNzWcDBDA+n40nVAEun5NwHbPZCI6DWGIontNUX7irwHpDWQjm9CDqP2QDAIz++C+nuh+/VTPwzeej0UfxYm5p7+/SfFLS0tpbS0dIyZRwcT5t8ED2ovsLcX2K6/lxjzX1wWL17M/PnzKSsrY8GCBRHnPvvZz447MUU5F67rcvToUaZMmSKdigjhLYF5eXlWFlsT9JfWQOOP0gP9J0IP6gv8zxkWM3Kh8JPwtg8N+wVVeGv4xo0bWbt2LYFAgD0vPRHxmsLCQlauXElFRUXcHixmggbS8aXrgCTS828CtnsgEdFrDEUS22uK9hV5D0hrIB3fhBxG5YHDz8ITP4FDfxl+bvqlcMUXYcpbRh1fevw2xw/noL3A3l5gu/5eYsx/ddmyZQvZ2dk0NDTQ0NAweNxxHL3gUOKGzavHQFzuqWkyJugvrYGN8V3Xpa6ujvr6evbv38/MmTMpKSmhtLT09F+6+k/As78KLWYcax1+fnAx44PgTz1j3NNtDT969CiTJk0S2xoOdnrgZEyoA5JIz78J2O6BREOvMRRpbK8p2lfkPSCtgXR8E3I4pwe6X4f69fD3Xw8/lzEVSj8Pc64K7dQYA9Ljtz0+yNcBaUzQQBLb9fcKY17UePTRR6OZh6KMGsdxSE1NtXLlGIa2xNmKCfpLa2Bb/P7+fqqrq1m3bh2BQGDY+cLCQqqqqli2bFlop0R/79Btpo61DP/ACZNCixkXf+isixmnYsrW8HAuNnngdPGl64Ak0vNvArZ7IBHRawxFEttrivYVeQ9IayAdXzKH8A+nGhoaOHDgADNmzKC4uDjyh1P9vbBnMzx9P/Qdj/wAfypc9vHQ/5LTxpyHtAa2xw/noL3A3l5gu/5eIj73x1CUGOC6Lq2trdZuCXNdlyNHjjBlyhQri60J+ktrYFP87u7uwWdaACQnpVAws4iMtCy6ejpo2t9IIBCgsrKSh375CzZ/81Ok//2Xw+9rC28sZnwidJupcVxwSM+/CTmYEF+6DkgiPf8mYLsHFEWJLrbXFO0r8h6Q1kA6vkQOI/rh1C23sOw9c/A3rIfOA8M/ZM5Vod0ZmdPGnY+0BrbHD+egvcDeXmC7/l5iRIsav/nNb2hvb+ejH/3oqAPcfPPN3H333aN+Xzxobm5m69at5Ofn09zczIoVK8jJyZFOSxkFGRkZ0imIkp2dLZ2CKCboL62BDfH7+/sHFzSS/amUL6hgYcF1pKdlDb6mq6ed2qad7GispuaRnSx5pZ7tN1+CP+mkL2ETckK/nLr4BkiOzi9PpOffhByk45tQBySRnn8TsN0DXkavMRQTsb2maF+R94C0BtLx45nDiH84tWIFD83NZXPl20hPTRr6gMlvgSu+ADPeHtW8pDWwPT7I1wFpTNBAEtv19wq+kbzo6quv5tFHH+X9738/zzzzzIg++Be/+AUXXXTRsAf8mcTixYtZtWoVixYtYtGiRVRWVkqnpIwCx3FISUmxcuUYdEucCfpLa2BL/Orq6sEFjZXlaygrXBqxoAGQkZZNWeFSVpavITkphZq9rWysPRg6mZYd+uXUxx+Eyz4WtQUN6fk3IQcT4kvXAUmk598EbPeA19FrDMU0bK8p2lfkPSCtgXT8eOZw6g+nPly6gn/91CY+d+23+eR7buNz136bb3/qQT5cumLw+mLJhmfpH3BDO7+vvB0+cm/UFzSkNbA9fjgH7QX29gLb9fcSI7791D333MPWrVu58cYbOXr0KEVFRVxzzTURvzrat28fu3fvZteuXZSVlfHoo48ye/bsWOQ9bpqbmyP+nZ+fz65du4SyUcZCMBikpaWFyZMn4/ONaH0uoQgGg4NbAm0dv7T+0hrYEN91XdatWwdA+YIK5kyfe9bXz5lxKeVFy9hWt561vz/ETf/4TZxLPgwp0X/Ql/T8m5CDCfGl64Ak0vNvArZ7IBHQawzFJGyvKdpX5D0grYF0/HjmcOoPp053nRH+4dTsaRezdseq0A+n9p/P8m/eAymxeZCytAa2xw/noL3A3l5gu/5eYlTP1Aj/2mj37t385je/ob6+PuKLe35+PmVlZWzevNn4rUq7du0iNzc34lhubi67d+9m/vz5Qlkpo8FxHLKysqxdPXUch0mTJlk9fmn9pTWwIX5dXR2BQIDkpBQWFlw3ovdcXnAtOxqrCbzcQX3vHEpjsKAB8vNvQg4mxJeuA5JIz78J2O6BREGvMRRTsL2maF+R94C0BtLx45XDuH449chebvrORGKVnbQGtscP56C9wN5eYLv+XmJMDwqfP3++57+Ut7W1nfZ4a2vraY+fOHGCEydODP67o6MDCK3gBYPBqOennBvXdfH7/biua60G4fG7riudStwxRX9pDRI9fkNDAwAFM4uG3XLqTGSkZVMws4g9Lz1BfX09xcXFMckN5OffhBwk45tSBySR1l8a9YA80Zx3264x9PrCPLSmaF8xwQPSGkjHj0cOtbW1Y//hVCBAbW0tpaWlMckN5DWwPb4JdUAaaQ0kUf3lGem8j2lRI5E504XI6tWr+da3vjXs+JEjR+jp6YlxVsrp6O/v5+WXX2ZgYAC/3z4rB4NBWltbyc3NtXJLnAn6S2tgQ/wDBw4AkDHCBY0w4QWQAwcOcPjw4ajnBfLzb0IO0vFNqAOSSM+/CdjuARPo7OyUTsETnO4aQ68vzMP2mqJ9Rd4D0hpIx49XDo8//jgw9h9O/e53v4vZbRClNbA9PsjXAWlM0EAS2/U3gZFeX1irTk5OzrBfTLW2tkbcv/dk7rjjDm699dbBf3d0dDBr1iymTJlCVtbo/timRIeBgQFc12XatGkkJSVJpxN3XNclLy8Pv99v5bY4E/SX1iDh4wf7meEL1emuno5RvbX7jdfPmDGDqVOnRj01kJ9/E3KQjm9CHZBEev5NwHYPmEBaWpp0CkYxmmsMvb4wD9trivYVeQ9IayAdP245vPHr87H+cApI2GsM2+ODfB2QxgQNJLFdfxMY6fWFtYsaZWVl3HvvvcOOFxUVnfb1qamppKamDjvu8/msXLk0heTkZJKSkqzVwPYCa4L+0hokZPyBfnjuUXj6vynuawKgaX8jXT3tZKSd+17qXT3tNO1vBKCkpCSm/pCefxNykI5vQh2QRHr+TcB2D0ij8x7JaK4x9PrCTGyvKdpX5D0grYF0/JjncODPZL2wAxj7D6eysrIS+hrD9vggXwekMUEDSWzXX5qRzru16uTn50f8u7m5maKiojPu1FDMIxgMcuTIEWvvcRcMBnnttdesHr+0/tIaJFz84AD87RHY/Gn4/V3Q8RqlszMpnJVO30AvtU07R/QxtU076RvoZd68eZSUlEQnt9Ola8B/g9I5mBBfug5IIj3/JmC7BxTz0GsMb2N7TdG+Iu8BaQ2k48c0h85DsOtb8L9foCjvODD0w6mRcPIPp2L5zD5pDWyPH85Be4G9vcB2/b2EtTs1ALZs2cLtt99OcXExDQ0NbNmyRTolZRT4fD5r7/EHofFPmzbN6vFL6y+tQcLEDw7A87tg98+hfX/EKcdxqLp6NpXVe9nRWM3s6ZcwZ/rcM37UvgN72NFYDUBVVVVMt8tKz78JOZgQX7oOSCI9/yZguwcUM9FrDO9ie03RviLvAWkNpOPHJIe+HnjmAQj8PxjoBRj84VTglW5qm3ZSVrj0nB8Trx9OSWtge/xwDtoL7O0FtuvvJca9qPHiiy/S1tZGYWEhHR0dnrr/a35+PnfddRcAixYtEs5GGQs23t/vZHT88uOXzsHT8YMD8PxvYPfGYYsZAKSkw6WLWPbJD/PQ4X+gpqaGtQ/fRnnRMi4vuDbiVlRdPe082fQINY0b6Rvopby8nIqKirHnNkKk59+EHGyPL43t4wedg0RFrzEUKWyvKbaPH+TnwPb4UcvBdWHfb6H2bug+Muzzq5a8j8ofPmTcD6fC+Ulie3xTcpBEx2/3+L3CmJedXnjhBYqKilixYgWLFy8G4LHHHuPmm2+OWnKKcjaCwSAtLS3WbgkLBoMcPHjQ6vFL6y+tgWfjB4Pw90dDt5n63XeGL2gkT4T5/wAffxCKbsKfkcvmzZu5/vrr6RvoZVvdeu68/2Pcu/NO7n/8+9y7807++f6lbK/bMLigsWnTJvz+2G5GlJ5/E3IwIb50HZBEev5NwHYPJCJ6jaFIYntN0b4i7wFpDaTjRy2HI3+D/10Jv/mXYQsaTLsEPnIPy743dH2x9uHb2BXYNOxWVF097TwWeJC1O1bF7YdT0hrYHj+cg/YCe3uB7fp7Ccd1XXcsbywuLuauu+7iqquu4sILL+T5558H4KKLLuK5556LapIm0tHRQXZ2Nu3t7Z765VgiES6006dPt3ZbWDAYtHrsJugvrYGn4geDoV9L7a6GtleGn0+eCHM/Cm9fCmnD62p/fz8bN25k7dq1BAKBYecLCwtZuXIlFRUVMV/QCCM9/ybkIBnflDogibT+0qgH5In2d2KbrzH0+kIerSnaV0zwgLQG0vHHlcOxVqjfAH9/JLRT42TSJ0Pp5+HCMnjjV9jd3d0sWbKEmpoaAJKTUiiYWUR6WhbdPR08u7+B/oE+gMEfTqWnp49rbCNBWgONL18HpJHWQBLVX56Rfice81999u3bx1VXXQVEbstpaWkZ60cqyqgZ45pcwqDjlx+/dA4S8V3Xpa6ujsbGRtrb28nOzqaoqIjS0tLTb9MMBqH5t/DURmh7efj5wcWMJXDSLaVOxe/3s3z5cm666Sbq6+upr6/ntdde47zzzqOkpISSkpK4bxOV1t+EHGyPL43t4wedg0RDrzEUaWyvKbaPH+TnwPb4Y8qhvxf2/iL0jL6+Y5HnklLgsqVw2ScgZWLEqfT0dLZv3x7xw6k9Lz0R8RqJH05Ja2B7fFNykETHb/f4vcKYK3JRURE//OEP+cpXvjJ4bMOGDZSVlUUlMUU5F8FgkNbWVmsfYBQMBjl06JC1q8cm6C+tQbzj9/f3U11dzbp16864U6Kqqoply5aFvvAHg9D8u9AzM46+NPwDkyfAJW8sZkzIGXEejuNQWlrKggULePbZZ3nb294WtwuMk5HW34QcTIgvXQckkZ5/E7DdA4mIXmMoktheU7SvyHtAWgPp+KPOwXXhpSeg9j9P/4y+/PeEdmdkzTjjR5z6w6na2lqam5vJz8/n8ssvj/sPp6Q1sD1+OAftBfb2Atv19xJjvv1Ue3s7V199NS+88AJHjx5lwYIFtLW18dRTT1mxXVq3h8sTDAY5fPgwU6dO1UJjIap/fDnT1uyMtCy6ejpo2t9I30AvANdfdx2b76oi/dnNcPTF4R+WPAEu+UjoNlOjWMw4FfWAoh5Q1APyRPs7sc3XGHp9IY/WFEU94CFaX4An18L+xuHn8i6EK74A5xWO+mPVA4p6wG5Uf3lifvup7OxsGhsb2bVrFy+88AK5ubnceOONY/04RRk1ruvS399v7baw8Pj9fn/cb7ljAiboL61BvOL39/cPLmgk+1MpX1DBwoLrSD/puRddPe3UNu1kR2M1NY88wpJX6th+8yX4k07Ky58WWsy4bClMmDTuvKQ9IK2/CTmYEl/7gJ19ANQDiYheYyiS2F5TtK/Ie0BaA8n44VvcNjQ0DN7itri4ePgtbns64KmfwV+2gXvKg3zTsqH4s1DwARjjHyPVA3bHPzkH7QV29gLb9fcS475fh24FV6RwXZe2tjamT58unYoIruvS0tLC1KlTrW000vpLaxCv+NXV1YMLGivL1zBn+txhr8lIy6ascCmzp13M2h2rqNnbysbagyx/xwzwpw7tzJiYG7W8pD0grb8JOZgQX7oOSCI9/yZguwcSGb3GUCSwvaZoX5H3gLQGEvFHfIvbT/8D/udqoOGncKIz8kW+pNBtbRdUQGrmuPJRD9gdP5yD9gJ7e4Ht+nuJMd9+6uabbz7t8ZycHFavXj2upLyAbg+XR7eE2Y3qHx9c12X+/PkEAgE+XLqCssKl53zPrsAmttWtp3BWJrsfXI1T+PGoLmaEUQ8o6gFFPSBPtL8T23yNodcX8mhNUdQD8WVUt7id9yY2L7uA9NSkyA958+WwsApy3hyVnNQDinrAblR/eWJ++6nTrYVs3ryZz33uc2P9SEUZFa7r0tfXZ+2WsPD4k5OTrV09l9ZfWoN4xK+rqyMQCJCclMLCgutG9J7LC65lR2M1gVc6qU8qojQGCxog7wFp/U3IwZT42gfs7AOgHkhE9BpDkcT2mqJ9Rd4D0hrEM/6ob3H79Kss6Ts+dIvbnFmwcGVoUSOKqAfsjn9yDtoL7OwFtuvvJca85HTPPfcM+19jYyNtbW1RTE9RzozrunR0dFhbaFzX5ejRo1aPX1p/aQ3iEb+xMfTgvYKZRREXGGcjIy2bgplFADQ0NMQsN2kPSOtvQg4mxJeuA5JIz78J2O6BRESvMRRJbK8p2lfkPSCtQTzjn3qL27LCpcOuN8K3uF1ZvobkpJTQLW4b2kKLGYt+FvUFDVAP2B4/nIP2Ant7ge36e4mo7qPJz88f/AOYosQan89HXl6etdvBfD4f06ZNs3r80vpLaxCP+J2dofvVZoxwQSNM+IIk/P5YIO0Baf1NyMGE+NJ1QBLp+TcB2z1gC3qNocQL22uK9hV5D0hrEK/4ruuybt06AMoXVJz2mX0nM2fGpZQXLQNg7W5wL10ESckxyU09YHf8cA7aC+ztBbbr7yXGfPup++67b9ixffv20dzcPK6EFGWkuK5Lb2+vtaun4fGnpKRYuyVQWn9pDWIe33XJ7GsBoKunY1Rv7X7j9ZmZ43tQ39mQ9oC0/ibkYEp87QN29gFQDyQieo2hSGJ7TdG+Iu8BaQ3iFX9ct7j98x7q6+spLS2NSW7qAbvjn5yD9gI7e4Ht+nuJMS9q3HPPPcOO5ebmsn79+nElpCijoaurSzoFUdrb25kyZYp0GmKYoL+0BjGJ77qwvxGe+hlF3U8C0LS/ka6edjLSss/59q6edpr2h35RW1xcHN3cTo0l7AFp/U3IQTq+tAekkZ5/E7DdA4mGXmMo0theU7SvyHtAWoN4xB/PLW73vPQEDQ0NMVvUAPWA7fFB3gPSmKCBJLbr7xXGvKihW8AVaRzHITc318qVYwiNf+rUqdJpiGGC/tIaRD2+68Kru6Hxv+DQXgBKZ2dSOCudwCvd1DbtpKxw6Tk/prZpJ30DvcybN4+SkpLo5XcK0h6Q1t+EHEyIL10HJJGefxOw3QOJiF5jKJLYXlO0r8h7QFqDeMU3+Ra36gG744dz0F5gby+wXX8voTcIUzyL67qcOHHC2i1hruty/Phxq8cvrb+0BlGN/+pu+NUXYcetgwsaEGroVe+ZCcCOxmr2Hdx7pk8AYN+BPexorAagqqoqpl8EpD0grb8JOZgQX7oOSCI9/yZguwcURYkuttcU7SvyHpDWIC7xXZfMngOAube4VQ/YGz+cg/YCe3uB7fp7iTHv1Pj85z8/oj9W3X333WMNoSjn5NixY9IpiNLd3U1aWpp0GmKYoL+0BuOO/1ogtDPjwDPDzzk+eOt1LFv8cR5q+Tw1NTWsffg2youWcXnBtRG3ourqaefJpkeoadxI30Av5eXlVFRUjD2vESLtAWn9TchBOr60B6SRnn8TsN0DiYZeYyjS2F5TtK/Ie0Bag5jGf/15eOLHFPX8ETD3FrfqAbvjg7wHpDFBA0ls198rjHlRA2DTpk0sWbKEnJwcANavX88111zDpEmTopGbopwVx3GYNGmStVvCHMdh8uTJ0mmIYYL+0hqMK/6BP8NTPwvt0Bj2wT54y7Uw/x8g6zz8wObNm1myZAk1NTVsq1vPjsbqwXvgdvd08Oz+BvoH+gAoLy9n06ZN+P3jajHnRNoD0vqbkIMJ8aXrgCTS828CtnsgUdFrDEUK22uK9hV5D0hrELP4x49Cw0+h6WFwXeNvcasesDd+OAftBfb2Atv19xJj/ovT0aNHeeqpp5g9e/bgsRUrVnDHHXec9gF/ihJtdEtcaPwTJkywstiaoL+0BmOKf3BvaDFj/2nuWe744KJrYP6nIXtmxKn09HS2b9/Oxo0bWbt2LYFAgD0vPRHxmsLCQlauXElFRUXMFzRA3gPS+puQgynxtQ/Y2QdAPZCI6DWGIontNUX7irwHpDWIevyBPvjLNniqGnqHHrzrOA5V751F5c+b2NFYzezplzBn+twzfky8b3GrHrA3/sk5aC+wsxfYrr+XGPNfnXbt2jVs5S4/P59du3aNOylFGSm9vb3SKYgSbjS2YoL+0hqMOP6hv4YWM16pH37O8cGFZaHFjJxZZ/wIv9/P8uXLuemmm6ivr6e+vp7Dhw8zdepUSkpKKCkpifuXHmkPSOtvQg7S8aU9II30/JuA7R5INPQaQ5HG9pqifUXeA9IaRC3+y3Xw5E+g7ZXh52a/i2WLV/DQ6zcbeYtb9YDd8UHeA9KYoIEktuvvFca8qHHBBRdQWVnJgw8+OHjsjjvu0G3hStxwHIfs7GwrV44hNP68vDzpNMQwQX8pDVzXpa6ujsbGRjo7O8nMzKSoqIjS0tLh83G4KbSY8XLt8A9yHJhzFcyvgEnnjzi+4ziUlpZSWlo6zpGMD2kPmPDfoHQOJsSXrgOSSM+/CdjugURErzEUSWyvKdpX5D0grUFU4re9DE+uO/31R+5sWPgFmLnA6FvcqgfsjR/OQXuBvb3Adv29xJi7wZYtW7jmmmvIy8sjPz+f5uZmAH7zm99ELTlFORuu63Ls2DFrt4S5rkt3dzfp6elWFlsT9I+3Bv39/VRXV7Nu3ToCgcCw84WFhVRVVbFs2TL8R5tDixmn3CIKCC1m5L8ntJiRO3v4+REi7UFpD0iP34QcTIgvXQckkZ5/E7DdA4mIXmMoktheU7SvyHtAWoNxxT/RCbt/Dnt/AcGByHOpmVC8HN72IfAlDR429Ra36gF744dz0F5gby+wXX8vMeaOkJ+fz759+9i1axcvvPAC+fn5XH311dHMTVHOSX9/v3QKovT19UmnIIoJ+sdLg+7u7sFfMQEkJ6VQMLOIjLQsuno6aNrfSCAQoLKykofWf4/Nn5pOemrS8A/KvxIWLIPc/KjkJe1BaQ9Ij9+EHKTjS3tAGun5NwHbPZBo6DWGIo3tNUX7irwHpDUYdfxgEP62Axrug+NtkeccH1zyYVjwGUjLOu3bT3eL2yNHjjBlyhSxW9yqB+yOD/IekMYEDSSxXX+vMOZFjYsuuohdu3ZRVlYWzXwUZcQ4jkNWVpaVK8cQGr/Nt2IwQf94adDf3z+4oJHsT6V8QQULC64j/aQLg66edmqbdrKjsZqahn0sOX6U7Tdfgj/pjfmZ/S6YvwwmXxi1vKQ9KO0B6fGbkIMJ8aXrgCTS828CtnsgEdFrDEUS22uK9hV5D0hpMKrb257MawF44ifQ8vzwczOLYOHKEe8MN+kWtzZ6QONH5qC9wN5eYLv+XmLMixof/ehHueeee1i9enU081GUERPeEmfrljDXdenq6iIjI8PKYmuC/vHSoLq6enBBY2X5GuZMnzvsNRlp2ZQVLmX2tItZu2MVNXtb2Vh7kOWfWARFn4HJF0U9L2kPSntAevwm5GBCfOk6IIn0/JuA7R5IRPQaQ5HE9pqifUXeA/HWYFS3tz351k+dB6HuHtj3u+EfmvUmWFgF518Ruu3tKJH2oW0e0Pinz0F7gb29wHb9vcSYFzXe9773sXjxYp5++mkWLVpEbm7u4LmPfvSjUUlOUc5FMBiUTkGUgYGBc78ogTFB/1hr4Lou69atA6B8QcVpFzROZs6MSykvWsa2uvWsfdrPTRu/E9MvItIelPaA9PhNyEE6vrQHpJGefxOw3QOJhl5jKNLYXlO0r8h7IF4ajOr2tg89xObNm0lP8cEzD0DgARjojfzA5Ikw/9Mw90bwp4wrN2kf2uIBjX9mpD0gjQkaSGK7/l7Bcce49PS+972P1tbW4R/oODQ0NIw7MdPp6OggOzub9vZ2srJOf29IJbYEg0EOHz7M1KlT8fl80ukoccYW/Wtra1m4cCHJSSn866c2Rdxy6kx09bRz5/0fo2+gl9raWvEt3LHCFg8oZ0Y9oKgH5In2d2KbrzH0+kIerSmKLR7o7+/nhhtuGPHtbfsGern+yhK2f+ZN+Htahn/gW6+HkkqYmDv8nMewxQPKmVEP2I3qL89IvxOPeafGo48+GhFMv3gr8Sa8JW7KlCnSqYjguu7g/U5t3RIorX88NGhsbASgYGbRiBY0IHQrqoKZRex56QkaGhpitqgh7UFpD0iP34QcTIgvXQckkZ5/E7DdA4mIXmMoktheU7SvyHsgXhqM6fa2v69n45svYvk7Zgy9aNpcuOILMLUgarlJ+9AWD2j8s+egvcDeXmC7/l5iXEtO9913H3l5eUyaNIm8vDx++MMfRisvRVEUBehsPQxAxggXNMKEF0A6OzujnpOiKIqixBK9xlAURYkdY729LcDax18L3Wc+fQpcdSfcsDaqCxqKoiiKMlLGvKixYcMG7rnnHnbt2kVrayubNm3i7rvv1osOJW44jmPtg4sgNP6srCyrxy+tf0w16OmA+g1k/m0LAF09HaN6e/cbr8/MzIx6amGkPSjtAenxm5CDCfGl64Ak0vNvArZ7IBHRawxFEttrivYVeQ/EQ4O6ujoCgQDJSSksLLhuRO+5vOBakpNSCLzSTX3qu2Dpf8NFZWN6EPi5kPahDR7Q+OfOQXuBvb3Adv29xJgXNdasWcNvf/tb5s2bR3Z2NmVlZTz66KPcc8890cxPUc5IeEvcGB8L43lc16Wtrc3q8UvrHxMNervhqY3wwMfh6fspmpkGQNP+Rrp62kf0EV097TTtD922qri4OHq5nYK0B6U9ID1+E3IwIb50HZBEev5NwHYPJCJ6jaFIYntN0b4i74F4aDCe29sCNHTPgOQJMctP2oc2eEDjnzsH7QX29gLb9fcSY17UaGlpGXaP2/z8fFpaTvPQKEWJEbY/tCcpKUk6BVFM0D9qGvQdh8AD8P+WQuN/QW8XAKWzMymclR566HfTzhF9VG3TTvoGepk3bx4lJSXRye8MSHtQ2gPS4zchB+n40h6QRnr+TcB2DyQaeo2hSGN7TdG+Iu+BWGsQvj2tybe3lfZhontA458baQ9IY4IGktiuv1cYs0plZWXDtoHfcccdlJWVjTspRRkJjuOQnp5u7ZYwx3GsfXATmKF/VDTo74U9W0M7M+rugRORFwlO9kyqPlcJwI7GavYd3HvWj9t3YA87GqsBqKqqiun8SHtQ2gPS4zchBxPiS9cBSaTn3wRs90AiotcYiiS21xTtK/IeiIcG4dvTmnh7W5D3oQ0e0PjnzkF7gb29wHb9vcS4nqlx9913c9FFF7F06VIuvPBCtm7dyn333RfN/BTljLiuS0dHh7VbwlzX5ejRo1aPX1r/cWkw0Ad//V948BPwxE/g+NHI8xnT4MpVsOTnLLv9+1x//fX0DfSy9uHb2BXYNOxWVF097TwWeJC1O1bRN9BLeXk5FRUV4xjduZH2oLQHpMdvQg4mxJeuA5JIz78J2O6BRESvMRRJbK8p2lfkPRAPDYqKQreRMvH2tiDvQxs8oPHPnYP2Ant7ge36ewn/SF/4/ve/ny1btgxuB8/Ozub555/nF7/4Bc3NzSxZsoQbb7wxZokqyunw+0ds4YQkOTlZOgVRTNB/1BoEB+C5R0PPzeg8MPz8xDyY/w/w1nLwpwChQr1582aWLFlCTU0N2+rWs6OxevA+uN09HTy7v4H+gT4AysvL2bRpU1zmR9qD0h6QHr8JOUjHl/aANNLzbwK2e8Dr6DWGYhq21xTtK/IeiLUGpTOTKbwgl8CLrdQ27aSscOk53xPP29uCvA8T3QMa/9xIe0AaEzSQxHb9vcKIVWpoaDjtcb3IUKRwHIeJEydauyXMcRwyMjKk0xDDBP1HpUEwCC88Dg0/hfb9w89PyIHCT8HFHwJ/6rDT6enpbN++nY0bN7J27VoCgQB7Xnoi4jWFhYWsXLmSioqKuDRhaQ9Ke0B6/CbkYEJ86TogifT8m4DtHkgE9BpDMQnba4r2FXkPxFSDjgNQ+584L/yBqnfmUfliKzsaq5k9/RLmTJ97xrfF8/a2IO/DhPaAxh9xDtoL7O0FtuvvJfTJJ4pncV2X9vZ2a7eEua5LS0uL1eOX1n9EGrguvFwHD62AXd8avqCRmgkllfCxB+Dti0+7oBHG7/ezfPlydu/eTW1tLT/+8Y/553/+Z3784x9TW1vL7t27Wb58edx+VSDtQWkPSI/fhBxMiC9dBySRnn8TsN0DiqJEF9trivYVeQ/ERIPeY1C/ATZ/Gl74AwDLFk7n+rm5xt3eFuR9mJAe0PijzkF7gb29wHb9vcSo/vKlq1SKaaSkpEinIMqECROkUxBFSn/Xdamrq6OhoYHW1lZyc3MpLi6mtLQ0sk4e+DPUr4eDe4Z/SPJEePsSuHQxpI7uVxCO41BaWkpJSQnHjx9nwoQJYvVZ2oPSNUB6/CbkIB1f2gPSSM+/CdjugURArzEUk7C9pmhfkfdA1DQIBuH5XVB/L3S/HnHK7/ex+Qe3suTffk/Nrx8z6va2IO/DhPGAxh8z0h6QxgQNJLFdf68wqo40f/78Eb3uueeeG1MyijIaHMcR/WOuNOEtcbYioX9/fz/V1dWsW7eOQCAw7HxhYSFVVVUs+8A78O/+GbxSN/xD/KlwyUeh8OOQlj2ufKQ9YEJ8yRogPX4TcjAhvvYBe/sAqAcSBb3GUEzB9pqifUXeA1HT4PCz8MRP4NBfhp+b8Xa44oukT76I7VffbtTtbUHehwnjAY0/rhy0F9jbC2zX30uMqivpvW0Vk3Bdl6NHjzJlyhTpVEQIbwnMy8uzstjGW//u7u7BB3UDJCelUDCziIy0LLp6Omja30ggEKCyspKH5uayufJtpKcmDX2ALwkKPgDzPw3pk6OSk7QHTIgvWQOkx29CDibE1z5gbx8A9UCioNcYiinYXlO0r8h7YNwadL8e2in+918PP5cxFS6/GfLfC298dvj2tjfddBP19fXU19dz6NAhpk2bRklJCSUlJXH3grQPPe8BjR+VHLQX2NsLbNffS4xqUeNrX/saWVlZscpFUUaNzavHEHp4tM3ES//+/v7BBY1kfyrlCypYWHAd6WlD9bCrp53app3saKymZm8rSzY8y/abL8Hv98GF10DRZyDrvKjnJu0B6fjSNUB6/CbkIB1f2gPSSM+/CdjugURArzEUk7C9pmhfkffAmDTo74U9m+Hp+6HveOQ5fyoUfgLe/jFITjvt20++vW1PTw9paWmif8yU9qEnPaDxo4q0B6QxQQNJbNffK4x4UcPG1TnFbBzHITU11VpvhrfE2Uo89a+urh5c0FhZvoY50+cOe01GWjZlhUuZPe1i1u5YRc3eVjY+l8nyO38CufkxyUvaAybEl6wB0uM3IQcT4msfsLcPgHogEVDtFJOwvaZoX5H3wKg1cF148Y/w5H9C54Hh5y+8Gko/H9qlEYv4MUA6B895QOPHJAftBfb2Atv19xK+kb5Qn/qumIbrurS2tlrrTdd1OXz4sNXjj4f+ruuybt06AMoXVJx2QeNk5sy4lPKiZQCsffw13EmzY5qbpAdMiC9ZA6THb0IOJsTXPmBvHwD1QCKg2ikmYXtN0b4i74FRadDaDDu+Ao/eOXxBY/Jb4EM/gau/PuIFjVHHjxHSOXjKAxo/ZjloL7C3F9iuv5cY8U6Nu+66S7eFK8aRkZEhnYIo2dnje9C014mH/nV1dQQCAZKTUlhYcN2I3nN5wbXsaKwmEAhQX19PaWlpzPKT9oB0fOkaID1+E3KQji/tAWmk598EbPeA19FrDMU0bK8p2ldkPOC6LnV1dTQ0NNDW1kZOTg7FxcWUlpYO/7VwTwc89TP4yzZwg5HnJkyCkhXwlmvBN+LfsEZgggekc5CuA9Ljtz0+yHtAGhM0kMR2/b3CiBc1KisrY5mHoowax3FISUmxdktYeEucrcRL/8bGRgAKZhZFPEPjbGSkZVMws4g9Lz1BQ0NDzBY1pD1gQnzJGiA9fhNyMCG+9gF7+wCoBxIBvcZQTML2mqJ9Jf4e6O/vp7q6mnXr1hEIBIadLywspKqqimXLluH3+aDpYWjYEFrYOBmfHy5dDPP/AVLGfi98EzwgnYN0HTBh/DbHD+egvcDeXmC7/l5ibEv3imIAwWCQlpYWgsHguV+cgASDQQ4dOmT1+GOufzBI54tPA5AxwgWNMOEFkM7OzqinFUbaAybEl6wB0uM3IQcT4msfsLcPgHpAUZToYntN0b4SXw90d3dzww03UFlZObgz/NLzr2DhW6/l0vOvIDkphUAgQGVlJTdcexXdD3wG/vjD4Qsa518Bi6vh8s+Pa0EDzPCAdA7SdcCE8dscP5yD9gJ7e4Ht+nuJEe/UUBTTcByHrKwsa1dPHcdh0qRJVo8/pvrvfwrq7yVz/+8B6Dr14uEcdL/x+szMzKinFkbaAybEl6wB0uM3IQcT4msfsLcPgHpAUZToYntN0b4SPw/09/ezZMkSampqSPanUr6ggoUF10XsDO/qaae2aSc7Gqup+c0fWXLoL2y/+RL8SW/klj0TrvgivDl6u8JN8IB0DtJ1wITx2xw/nIP2Ant7ge36ewld1FA8i+M4JCcnW1towlvibCVm+r/+HNTdC/sbACg6P7Qo0bS/ka6edjLSzn1vya6edpr2h25bVVxcHN38TkLaAybEl6wB0uM3IQcT4msfsLcPgHpAUZToYntN0b4SPw9UV1cPLmisLF/DnOlzh70mIy2bssKlzJ52MWt3rKJmbysbaw+y/D1zYEEFzL0RkpKjmpcJHpDOQboOmDB+m+OHc9BeYG8vsF1/L6G3n1I8SzAY5PXXX7d2S1gwGOTgwYNWjz+q+nccgN/+K/zis4MLGgClszMpnJVJ30AvtU07R/RRtU076RvoZd68eZSUlEQnv9Mg7QET4kvWAOnxm5CDCfG1D9jbB0A9oChKdLG9pmhfiY8HXNdl3bp1AJQvqDjtgsbJzJlxKeVFywBY+2QX7pL/hss+FvUFDTDDA9I5SNcBE8Zvc/xwDtoL7O0FtuvvJXRRQ/EsjuOQk5Nj7eqp4zjk5eVZPf6o6H/8KDzxE9j0KXjusVOC+HAu/iBVq74FwI7GavYd3HvWj9t3YA87GqsBqKqqiqk+0h4wIb5kDZAevwk5mBBf+4C9fQDUA4qiRBfba4r2lfh4oK6ubvAZGgsLrhvRey4vuDb0jI3nD1D/l30xy80ED0jnIF0HTBi/zfHDOWgvsLcX2K6/l9BFDcWzOI6D3++3ttDYviVu3Pr3HYfdP4cHPgF7tkKwP/L8Be+ExT+Dd9/Gss9/geuvv56+gV7WPnwbuwKb6Oppj3h5V087jwUeZO2OVfQN9FJeXk5FRcUYRzcypD1gQnzJGiA9fhNyMCG+9gF7+wCoBxRFiS621xTtK/HxQGNj6Da1BTOLIp6hcTYy0rIpmFkEQENDwzlePXZM8IB0DtJ1wITx2xw/nIP2Ant7ge36ewld1FA8SzAY5MiRI9ZuCQsGg7z22mtWj39M+g/0w1//Fx78BDT8FPqORZ6fPhduWAfv/w5MugAAv9/P5s2bBxc2ttWt5877P8a9O+/k/se/z7077+Sf71/K9roNgwsamzZtwu+P7WOLpD1gQnzJGiA9fhNyMCG+9gF7+wCoBxRFiS621xTtK/HxQGdnJwAZI1zQCBNeAAm/PxaY4AHpHKTrgAnjtzl+OAftBfb2Atv19xL6oHDFs/h8PnJzc/H57Fyb8/l8TJs2zerxj0p/14UX/gD166F9//Dzky6AkhVw/hVwmhX59PR0tm/fzsaNG1m7di2BQIA9Lz0R8ZrCwkJWrlxJRUVFzBc0QN4DJsSXrAHS4zchBxPiax+wtw+AekBRlOhie03RvhIfD2RmZgLQ1dMxqvd1v/H68PtjgQkekM5Bug6YMH6b44dz0F5gby+wXX8voYsaiqexfTuYjn+E438tAHX3wuG/Dj+XPgWKboK3vB98SWf9GL/fz/Lly7npppuor6+noaGBjo4OsrKyKC4upqSkJO6aSHtA48v/Nyidg+3xpbF9/KBzoChKdLG9ptg+fojxHHS3UOSEntHXtL+Rrp52MtKyz/m2rp52mvaHbltVXFwcu/wwwwPSOWh8u+ObkoMkOn67x+8VdNlJ8SzBYJCWlhZrt4QFg0EOHjxo9fjPqX/rC/DIV+FXXxq+oJGaCaWfh4/9DxRcf84FjZNxHIfS0lJuueUWli1bxi233EJpaWncG5+0B0yIL1kDpMdvQg4mxNc+YG8fAPWAoijRxfaaon0lhh4Y6IPAA7DpU5Qm/ZXCWen0DfRS27RzRG+vbdpJ30Av8+bNo6SkJLq5nYQJHpDOQboOmDB+m+OHc9BeYG8vsF1/L6E7NRTP4vP5yMvLs3ZLmM/nY/r06daN33Vd6urqaGho4LXXXuO8886juLg4clHhWCs0/hSaasA9pRElpcDcG6HwEzDK+9ieirQGGl+2BkiP34QcTIivfcC+PnAytntAUZToYntN0b4SIw+8XAtP/GTwFriO41B15XlU3v8cOxqrmT39EuZMn3vGt+87sIcdjdUAVFVVxfSHVCZ4QDoH6Tpgwvhtjh/OQXuBvb3Adv29hC5qKJ7GdV3pFESxafz9/f1UV1ezbt06AoHAsPOFhYVUfb6SZYVp+P+yGfqOR77AceAt18KCz0DmtKjlJa2Bxrc7vgk52B5fGtvHDzoHiqJEF9triu3jhyjOQdsr8OQ6ePnJYaeWffCdPHRgOjW/+SNrH76N8qJlXF5wbcStqLp62nmy6RFqGjfSN9BLeXk5FRUV0cntLJjgAekcNL7d8U3JQRIdv93j9wq6qKF4lmAwSGtrq7UPMAoGgxw6dMiKFfTu7m6WLFlCTU0NAMlJKRTMLCIjLYuung6a9jcSCASo/HwVD83NZXPl20hPPel2Um++PPQQ8Lw5Uc1LWgONL1sDpMdvQg4mxNc+YEcfOBO2e0BRlOhie03RvhIlD/Qeg90/hz1bINgfeS4tC4or8Rd8gM3lxwevcbbVrWdHYzUFM4tIT8uiu6eDZ/c30D/QB0B5eTmbNm3C74/tn3BM8IB0DtJ1wITx2xw/nIP2Ant7ge36ewnH1eWnMdHR0UF2djbt7e1kZY3vFjbK2AgGgxw+fJipU6dqoUlg+vv7ueGGG6ipqSHZn0r5ggoWFlxH+km3jurqaae2aSc7GqvpG+jl+rm5bL/5EvxTL4LLb4GZCwRHoMQKrQGKekBRD8ij34mjh86lPFpTlHF5IBiE53dB3d2h2+GejOODSz4CC5ZF3AK3v7+fjRs3snbt2jPuRl+5ciUVFRUxX9BQQmgdUNQDdqP6yzPS78TaFRXP4rou/f391m4LC4/f7/fH/QHV8aS6unpwQWNl+ZrT3m82Iy2bssKlzJ52MWt3rKJmbysbjy5g+ed/CDFsQtIaaHzZGiA9fhNyMCW+9oHE7gNnw3YPKIoSXWyvKdpXxuGB15+D//t3OLR3+Lk3zYcrvgC5+cNO+f1+li9fzk033UR9fT319fW0t7eTnZ1NSUkJJSUlcdXCBA9I5yBdB0wZv63xT85Be4GdvcB2/b2ELjkpnsV1Xdra2qwtNK7r0tLSktDjd12XdevWAVC+oOKsD9ADmDPjUsqLlgGwduvjuDFuwNIaaHzZGiA9fhNyMCG+9oHE7gPnwnYPKIoSXWyvKdpXxuCBng7444/gl5XDFzQyp8M1/wLlPzrtgsbJOI5DaWkpVVVVfPazn6WqqorS0tK4/0HRBA9I5yBdB0wYv83xwzloL7C3F9iuv5fQRQ3Fs/h8PiZPnmztdjCfz5fw9zisq6sjEAiQnJTCwoLrRvSeywuuJTkphUAgQH19fUzzk9ZA48vWAOnxm5CDCfG1DyR2HzgXtntAUZToYntN0b4yCg8Eg/Dsr2DTJ+Gv2+HkP375U6HoM7Dk55B/JYxiYUJaA+n4JuQgXQdMGL/N8cM5aC+wtxfYrr+X0NtPKZ7FdV36+vqsXT0Njz85OTlhtwQ2NjYCDD4wbyRkpGVTMLOIPS89QUNDA6WlpTHLT1oDjS9bA6THb0IOpsTXPpC4feBc2O4BRVGii+01xea+4roudXV11NfX8+qrr/KmN72JkpKS0++WOPRX+NN/wJGm4R80+92wsCq0S2OMeZjw3Uq/39p7jWF7/JNz0F5gXy8A1d9L6LKT4llc16Wjo8PaQuO6LkePHk3o8Xe++jcAMka4oBEmvADS2dkZ9ZxORloDjS9bA6THb0IOJsTXPpDYfeBc2O4BRVGii+01xca+0t/fz3333cf8+fNZuHAhX/rSl1izZg1f+tKXWLhwIfPnz+e+++6jv78fjh+Fx++CbTcPX9DImQXlP4T3fXvMCxogr4F0fBNykK4DJozf5vjhHLQX2NULTsZ2/b2E7tRQPIvP5yMvL8/aLWE+n49p06ZJpxEbOg5A7X+S+cIjAHT1dIzq7d1vvD4zMzPqqZ2MtAYaX7YGSI/fhBxMiK99IEH7wAix3QOKokQX22uKbX2lu7ubJUuWUFNTA0ByUgoFM4vISMuiq6eDpv2NBAIBKisreejnd7P5k1NI53jkhyRPgPkVcOkiSEoed07SGkjHNyEH6Tpgwvhtjh/OQXuBPb3gVGzX30vooobiWVzXpbe319rV0/D4U1JSEmdLYO8xCPwP/HkzDPRSdH5oUaJpfyNdPe1kpGWf8yO6etpp2h+6bVVxcXFM05XWQOPL1gDp8ZuQgynxtQ8kUB8YJbZ7QFGU6GJ7TbGpr/T39w8uaCT7UylfUMHCgusibnnb1dNObdNOdjRWU/PH3Sw5msv2my/Bn/TG3Fx4NZTeDBlTopaXtAbS8U3IQboOmDJ+W+OfnIP2gsTvBafDdv29hC47KZ6mq6tLOgVR2tvbpVOIDsEg/O2R0IP2nr4fBnoBKJ2dSeGsDPoGeqlt2jmij6pt2knfQC/z5s2jpKQkllkD8hrYHl+6BkiP34QcpONLe0Aa6fk3Ads9oChKdLG9ptjSV6qrqwcXNFaWr6GscOmwZ/hlpGVTVriUleVrSE5KoWZvKxtrD0LubPjgf8DVX4/qgkYYaQ2k45uQg3QdkB6/7fFB3gPSmKCBJLbr7xV0UUPxLI7jkJuba+XKMYTGP3XqVO+P/+Ce0H1pH/8eHGuNOOXMeDtV/3g7ADsaq9l3cO9ZP2rfgT3saKwGoKqqKuZzI62BxpetAdLjNyEHE+JrH0iAPjAObPeAoijRxfaaYktfcV2XdevWAVC+oII50+ee9fVzZlxKedEyANY29OF+9D44rzAmuUlrIB3fhByk64AJ47c5fjgH7QWJ3wvOhO36ewld1FA8i+u6nDhxwtotYa7rcvz4ce+Ov/MQ7PoWbF85/EF7GdOg7BvwoZ+w7Atf5frrr6dvoJe1D9/GrsAmunoifzXQ1dPOY4EHWbtjFX0DvZSXl1NRURHzIUhroPFla4D0+E3IwYT42gc83AeigO0eUBQlutheU2zpK3V1dQQCAZKTUlhYcN2I3nN5wbUkJ6UQaHqR+sanYpabtAbS8U3IQboOmDB+m+OHc9BekPi94EzYrr+X0GdqKJ7m2LFj0imI0t3dTVpamnQao6PvODzzADzzIPSfiDznT4N5n4S3LwV/auiQ38/mzZsH73m7rW49OxqrKZhZRHpaFt09HTy7v4H+gT4AysvL2bRpE35/fMqbtAa2x5euAdLjNyEH6fjSHpBGev5NwHYPKIoSXWyvKTb0lcbG0PP3wtcTIyEjLZuCmUXseekJGhoaKC0tjVl+0hpIxzchB+k6ID1+2+ODvAekMUEDSWzX3yvooobiWRzHYdKkSdZuCXMch8mTJ0unMXJcF57fBXX3QveR4ecveh+UrDjtfWnT09PZvn07GzduZO3atQQCAfa89ETEawoLC1m5ciUVFRVxW9CQ1kDjy9YA6fGbkIMJ8bUPeKgPxADbPaAoSnSxvabY0lc6OzsByBjhgkaY8AJI+P2xQFoD6fgm5CBdB0wYv83xwzloL0j8XnAmbNffS+iihuJZdEtcaPwTJkwwv9ge+Rv86cdw6DTPxJh2CSxcCdMuPutH+P1+li9fzk033UR9fT11dXW88sorzJo1i9LSUkpKSuI+D9IaaHwztkZL/jconYMp8bUPeKAPxAjbPaAoSnSxvabY0lcyMzMB6OrpGNX7ut94ffj9sUBaA+n4JuQgXQdMGb+t8U/OQXtBYveCM2G7/l5CFzUUT9Pb2yudgijhRmMsPe1QvwGaHg7t1DiZ9ClQ+jm4sAxG0Sgdx6G0tJSioiKef/55LrzwQpKSkqKc+MiR1sD2+NI1QHr8JuQgHV/aA9JIz78J2O4BZXzs3r2byspKnnoq8h75zc3NbN26lfz8fJqbm1mxYgU5OTnjOqd4A9trSsL3lc6DFPWHbj/VtL+Rrp52MtKyz/m2rp52mvaH3ldcXBzTFKU1kI5vQg7SdUB6/LbHB3kPSGOCBpLYrr9X0EUNxbM4jkN2draVK8cQGn9eXp50GqcnGISmX4UWNE6csj07KQUKPw6XfRySx94kTdBfWgONL+sB6fGbkIMJ8aXrgCTS828CtntAGR/hxYfdu3cPO7d48eLBhY7m5mYqKyvZsmXLuM4p5mN7TUnovjLQB3/eDLs3UprWQ+GsdAKvdFPbtJOywqXnfHtt0076BnqZN28eJSUlMUtTWgPp+CbkIF0HTBi/zfHDOWgvSNBeMAJs199L+KQTUJSx4roux44ds3ZLmOu6dHV1mTf+g3vhoRXwxx8NX9DIfw8svR+KbhrXggaYob+0Bhpf1gPS4zchBxPiS9cBSaTn3wRs94AyPhYtWsT8+fOHHW9ubo74d35+Prt27RrXOcUb2F5TEravvLobtt4E9euh/wSO41B15XkA7GisZt/B09wi9yT2HdjDjsZqAKqqqmL6hy5pDaTjm5CDdB0wYfw2xw/noL0gAXvBCLFdfy+hOzUUT9Pf3y+dgih9fX3SKQxxrDX0EPC/7xx+btIF8I4vwpsWRDWkCfpLa2B7fGkPSI/fhByk40t7QBrp+TcB2z2gRJ9du3aRm5sbcSw3N5fdu3fT2Ng4pnOnWzxRzMT2mpJQfaW7BWr/E54fvri47MNX89DB86jZ9XvWPnwb5UXLuLzg2ohbUXX1tPNk0yPUNG6kb6CX8vJyKioqYp62tAbS8U3IQboOSI/f9vgg7wFpTNBAEtv19wq6qKF4FsdxyMrKsnZLmOM4TJo0SToNGOiHvzwET/0MersjzyVPDO3KuOQjkBTdcmOC/tIaaHxZD0iP34QcTIgvXQckkZ5/E7DdA0psaGtrO+3x1tbWMZ87HSdOnODEiROD/+7oCD2EOBgMEgwGR5yvEj1c1yUzMxPXda3VIDs7G9d1vf0L1eAA/PUhnMafQd+xyHOpWbiln8P3lmt58H3HWbp0KY888gjb6tazo7GagplFpKdl0d3TwbP7G+gfCP1h7/rrr+eBBx7A5/PF3BvSGkjHl87BhDogrYHt8U3wgDTSGkii+ssz0nnXRQ3Fs7iuS3d3t5VFFoa2BGZkZMj9Mee1p+FP/wGtLww/d9H7oPTzkB6bezGaoL+0Bhpf1gPS4zchBxPiS9cBSaTn3wRs94ASX860aDHWc6tXr+Zb3/rWsONHjhyhp6dnlNkp0WBgYIBDhw4RDAZJSkqSTifuhG+5MXHiRM/2FX9LE+lPb8Dffur1iUPP7Gs4dskncVMz4cjrAKxfv57Nmzfzs5/9jL1797LnpSci3jV37lw+85nPsGTJErq7u+nuPuVHXFFGWgPp+CbkIF0HpMdve3yQ94A0Jmggie36m0BnZ+e5X4Quaigex/ZV04GBAZnAXUdCW7n3/Xb4ubwL4R1fghlvj3kaJugvpoHGB+Q9ID1+E3KQji/tAWmk598EbPeAEsn69evZt2/fGc9fc801lJWVnfUzcnJyhu2uaG1tJScnZ8znTscdd9zBrbfeOvjvjo4OZs2axZQpU8jKyjprjkpsGBgYoLu7m6lTp1r5hwzXdWlvb/fmA1J72qF+Pc7fakL/9icPnZt8Ee47/pH0qW8j/TRv/fKXv8yXvvQl6uvrqa+v5+WXX+bNb34zJSUllJSUxHUupDWQjm9CDtJ1QHr8tscHeQ9IY4IGktiuvwmkpaWN6HW6qKF4FsdxyMzMtLLIQmj8Z7pIjhkD/bD3F6FbTfUdjzyXmgnFy+FtN4DPF/NUTNBfRAONHxFf0gPS4zchBxPiS9cBSaTn3wRs94AynBUrVoz7M8rKyrj33nuHHS8qKiI/P39M505Hamoqqampw477fD58cfgupZyerKwskpKSrNXg1OfCGE8wCH/bEXq234lTftmZkhG6Prn4wzgj0HPhwoWUlpZy+PBhpk6dKuYBaQ2k45uQg3QdkB6/7fFB3gPSmKCBJLbrL81I513VUTxL+LYbtt5ywnVdOjo64jf+g3vhoRWhHRonL2g4DhR8AJb+d+jZGXEq+iboH3cNNP6w+JIekB6/CTmYEF+6DkgiPf8mYLsHlOhx8i2i8vPzI841NzdTVFRETk7OmM8p3sD2muK5vnLk77C9Cv7wg+ELGhe9L3R9Mvejo7o+kfaAtAbS8U3IQT1gd/xwDtoLPNQLoozt+nsJ3amhKMrZ6emA+nvh2YeHn5tSAO/8Mkx9W9zTUhRFURRFGQ+7du3iscceA0LPtyguLmbRokUAbNmyhdtvv53i4mIaGhrYsmXL4PvGek5RlChxohMafgp/3Q7uKbcgnHQBvPMf4bxCicwURVEURYkTjuuRpafdu3eza9cuABoaGtiwYcPgr56am5vZunUr+fn5NDc3s2LFinGfOxcdHR1kZ2fT3t6u97wVIhgMim8NTmhcF/7+69DOjJ72yHOpmVCyIrRDQ2juVX9FPaCoBxT1gDz6nTh66FzKozXFcFwXnnssdH1y/GjkueQJsGAZzF0ESWP/7aZ6QFEPKOoBu1H95Rnpd2LP7NTYtWsXq1atAmDNmjVcffXVPPXUUwAsXrx48P83NzdTWVk5+KuosZ5TzMd1XTo7O5kyZYp0KiLE9OFNR1+EP/4IDjwz/NxF74PLb4aJsvdYNEF/6QdoaXxZD0iP34QcTIgvXQckkZ5/E7DdA4qiRBfba4rRfaXt5dD1yWtPDz+XfyUs/AJkjF83aQ9IayAd34Qc1AN2xw/noL3A0F4QB2zX30t4YlFj9+7drF69enBRY9GiRdx+++00NzcPe21+fv7gjo5Tz4/0nOIdbF81TUpKiu4H9vXA0/8NzzwIwf7IczlvDm3lftP86MYcByboH3UNNP6okPaA9PhNyEE6vrQHpJGefxOw3QOKokQX22uKcX2lvxcC/xP630Bf5LnsmfCOL8GskqiGlPaAtAbS8U3IQT1gd3yQ94A0Jmggie36ewVPLGrMnz+fDRs2DP47/CC/3NxcNm/eTG5u5C/Gc3Nz2b17N42NjWM6N3++OX+0Vc6M4zikp6dbuXIMofFnZmZG7wNfehL+9B/QeSDyeFIKzP80XPYxSEqOXrxxYoL+UddA4486vqQHpMdvQg4mxJeuA5JIz78J2O4BRVGii+01xbi+8upTod0Z7fsjjyelwLxPwWUfB39KVENKe0BaA+n4JuSgHrA7fjgH7QUG9YI4Y7v+XsITixrA4EP7ADZt2kRZWRk5OTmDCxyn0traOuZzp+PEiQXj+tUAAQAASURBVBOcOHFi8N8dHR1A6F5rwWDwtO9RYsvAwADt7e3k5eVJpyKC67q0tbWRk5MzvmJ7rAXnT/8BL/5x+LlZJbhXfAmyzgv92yCvm6B/1DTQ+GNC2gPS4zchB+n40h6QRnr+TcB2D5iAfg9WEgnXdeno6LD2lhPG9JVjrVB7Nzz36PBzM4tDu8ez3xST0NIekNZAOr4JOagH7I4fzkF7gQG9QAjb9fcSnlnUCNPW1sbWrVsHn4VxttdF89zq1av51re+Nez4kSNH6OnpOWsuSmwYGBjg2LFjHD582Mqtca7rcvz4cXp7e8fWaNwgqS/+hvQ//xynvzviVDAtl+7C5fSedzn0ONBzOEpZRw8T9B+3Bhp/XEh7QHr8JuQgHV/aA9JIz78J2O4BE+js7JROQVGiit/vuUvkqJKcLLgzOxiEv9VA3T1w4pTaMmESXPEFmHMVxLjnSXtAVAMD4puQg3rA7vgg7wFpTNBAEtv19wqiKq1fv559+/ad8fw111xDWVlZxLHbb7+dxx57jJycHABycnKG7a5obW0lJydnzOdOxx133MGtt946+O+Ojg5mzZrFlClTzvokdiV2BINBfD4fU6ZM0fvdjZa2l3H+76QHgfvfaFiOD/eSj5JU9BlykifK5TcCVH9FPaCoBxT1gDxpaWnSKShK1HAch4kTJ1q7UOw4DhkZGTLBW1+AP/4ADu49NSl42wehZAWkxv52KNIeENXAgPgm5KAesDt+OAftBbIaSGK7/l5CdFFjxYoVo3r9mjVruP3228nPzx/cUVFWVsa999477LVFRUXk5+eP6dzpSE1NJTU1ddhxn8+nF9FChLeETZ061UoNXNeltbWV3NzckRfbgX545gHY/XMY6I08N/ktcOUqnMkXRT/ZGGCC/mPSQONHNb6kB6THb0IOJsSXrgOSSM+/CdjuARPQeVcSCdd1aW9vt/aWEyJ9pa8Hnv7v0DVKcCDyXN4ceNdXYNol8ckFeQ9I93bp+CbkoB6wO344B+0F9l5j2K6/l/DMfpqtW7cyf/78wQWNzZs3s2LFimE7K5qbmykqKhrcjTGWc4p3SEmJ7oPhvMaECRNG/uLDz8Lv10Brc+RxfyoULYdLF4HPW7fuMEH/UWmg8aOOtAekx29CDtLxpT0gjfT8m4DtHlAUJbrYXlPi2lderoP/+zfoPBB53J8GC5bBpYshKf5/spD2gHRvl45vQg7qAbvjg7wHpDFBA0ls198reGJRo7m5mcWLF0ccy8nJGdzpsWXLFm6//XaKi4tpaGhgy5Ytg68b6znFfBzHYcKECVauHMPQlrhz0nsMGn8Ke38Brht5bmZR6NdP4QeBewgT9B+xBho/ZvElPSA9fhNyMCG+dB2QRHr+TcB2DyiKEl1srylx6yvdLfDkWtj32+Hn3rwQ3vllyJwe+zxOg7QHpHu7dHwTclAP2B0/nIP2AnuvMWzX30s4rnvqXzmVkdDR0UF2djbt7e36TA0hBgYG+Pvf/85b3vIWKx8O6rouLS0t5OXlnbnYvlwHf/whdB2KPJ6aGXrQ3kXvi/mD9mKFCfqPSAONHzOkPSA9fhNykI4v7QFppOffBGz3gAnod+LooXMpj+01JeZ9JRiEZ/8X6tdDb3fkufTJcMUXYfa7Ra9PpD0g3dul45uQg3rA7vgg7wFpTNBAEtv1N4GRfif2xE4NRTkTNq4eu65LXV0dDQ0NHD16lEmTJlFcXExpaelQwzl+FJ5YC8/vGv4BF5bBwiqYmBvfxGOACfqnp6drfEGkPSA9fhNykI4v7QFppOffBGz3gKIo0cX2mhKzvtL6AvzhB3Do1AeB++CSj0Dxckgxo6dJe0C6t0vHNyEH9YDd8UHeA9KYoIEktuvvFXRRQ/EsjuOQmppqzcpxf38/1dXVrFu3jkAgMOx8YWEhVVVVLHv3bPy1P4bjbZEvyJgWutXUm0vjkm+sMUH/8LZEjS8XX9ID0uM3IQcT4kvXAUmk598EbPeAoijRxfaaEpO+0t8Lgf+Bp++HYH/kuclvCV2fTC2IbsxxIO0B6d4uHd+EHNQDdscP56C9wN5rDNv19xI+6QQUZay4rktrays23EGtu7ubG264gcrKSgKBAMlJKVx6/hUsfOu1XHr+FSQnpRAIBKisrOSGG5fQ3dYy9GbHCT1kb3F1wixogBn6u67L4cOHxXLQ+LIekB6/CTmYEF+6DkgiPf8mYLsHFEWJLrbXlKj3lYN74JefhaeqIxc0kifAwpXwkXuMWtAAeQ9I93bp+CbkoB6wO344B+0F9l5j2K6/l9CdGoqnycjIkE4h5vT397NkyRJqampI9qdSvqCChQXXkZ42dF+5rp52apt2sqOxmpq9rSzZ8Czbb74E/+TZcOXtMO1iwRHEDhP0z87O1viCSHtAevwm5CAdX9oD0kjPvwnY7gFFUaKL7TUlKn2ltxvq7oW/bh9+7s2Xwztvhcxp448TI6Q9IN3bpeObkIN6wO74IO8BaUzQQBLb9fcKuqiheBbHcUhJSUn4LWHV1dWDCxory9cwZ/rcYa/JSMumrHAps6ddzNodq6jZ28rG12azfMUG8KcIZB17TNA/vC1R48vFl/SA9PhNyMGE+NJ1QBLp+TcB2z2gKEp0sb2mRKWvvPh/8H//Dt1HIo9PyAk9CHzOVaIPAj8X0h6Q7u3S8U3IQT1gd/xwDtoL7L3GsF1/L6G3n1I8SzAYpKWlhWAwKJ1KzHBdl3Xr1gFQvqDitAsaJzNnxqWUFy0DYO2OP+MmJcc6RTFM0D8YDHLo0CGxHDS+rAekx29CDibEl64DkkjPvwnY7gFFUaKL7TVlXH3lWCs89nX49f83fEHjrdfBkp/DhVcbvaAB8h6Q7u3S8U3IQT1gd/xwDtoL7L3GsF1/L6GLGopncRyHrKyshF49raurG3yGxsKC60b0nssLrh18xkZ9fX2MM5TDBP0dx2HSpEmiv+KxPb6kB6THb0IOJsSXrgOSSM+/CdjuAUVRoovtNWVMfcV14dmHYfOnofn3keeyzoPyH8F7vgpp3riVibQHpHu7dHwTclAP2B0/nIP2AnuvMWzX30vooobiWRzHITk5OaELTWNjIwAFM4sinqFxNjLSsimYWQRAQ0NDzHKTxgT9pbclanxZD0iP34QcTIgvXQckkZ5/E7DdA4qiRBfba8qo+0rbK/Dwl+EP34cTnSd9kA8u+zgs+hnMXBCTXGOFtAeke7t0fBNyUA/YHT+cg/YCe68xbNffS+iihuJZgsEgr7/+ekJvCevsDF0cZIxwQSNMeAEk/P5ExAT9g8EgBw8eFN2aa3t8SQ9Ij9+EHEyIL10HJJGefxOw3QOKokQX22vKiPvKQD88fT9svQleC0Sem3wRfOReuPzzkJwWs1xjhbQHpHu7dHwTclAP2B0/nIP2AnuvMWzX30vog8IVz+I4Djk5OQm9epqZmQlAV0/HqN7X/cbrw+9PREzQ33Ec8vLyRH/FYnt8SQ9Ij9+EHEyIL10HJJGefxOw3QOKokQX22vKiPrK68/D778Hrz8XedyfCkU3waWLwZcU20RjiLQHpHu7dHwTclAP2B0/nIP2AnuvMWzX30vooobiWRzHwe/3J26h6T1Gkf/vADTtb6Srp52MEdyLtqunnab9odtWFRcXxzRFSUzQP7wtUePLxZf0gPT4TcjBhPjSdUAS6fk3Ads9oChKdLG9ppy1r/T3wtP/DYH/geBA5Lk3LYB3/1PoGRoeR9oD0r1dOr4JOagH7I4fzkF7gb3XGLbr7yX09lOKZwkGgxw5ciQxt4Qd3Au/+CylBCiclU7fQC+1TTtH9Nbapp30DfQyb948SkpKYpyoHCboHwwGee2110S35toeX9ID0uM3IQcT4kvXAUmk598EbPeAoijRxdaa4routbW1/OQnP+GOO+7gJz/5CbW1tbiuG3rB4Sb4ZSXs/nnkgkZqJrznDij/YUIsaIC8B6R7u3R8E3JQD9gdP5yDjb0gjAkaSGK7/l5Cd2oonsXn85Gbm4vPl0BrcwN98FQ1BP4fuEEcx6HqyvOovP85djRWM3v6JcyZPveMb993YA87GqsBqKqqSuiVZRP09/l8TJs2TSwHjS/rAenxm5CDCfGl64Ak0vNvArZ7QFGU6GJbTenv76e6upp169YRCASGnS+87DKqrp/Lslmv4D91Sma/G975jzAxNy65xgtpD0j3dun4JuSgHrA7fjgHm3rBqZiggSS26+8ldFFD8TQJ9Uf71mb47Xeg5fmIw8uuuZSHXptKzW//xNqHb6O8aBmXF1wbcSuqrp52nmx6hJrGjfQN9FJeXk5FRUW8RxB3TNBfOgeNb3d8E3KwPb40to8fdA4URYkuttSU7u5ulixZQk1NDQDJSSkUzCwiIy2Lrp4OmvY3EnjmGSqfeYaH5uayufJtpKcmwYQceMeXIf89kKBzJe0B2+ObkIPGtzu+KTlIouO3e/xeQRc1FM8SDAZpaWlh6tSp3l5BDQZh71ao3wADvZHnLnof/nd8kc03+gYvOrbVrWdHYzUFM4tIT8uiu6eDZ/c30D/QB0B5eTmbNm3C70/s/7xN0D8YDHLw4EGmT58ukoPGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gKEp0saWm9Pf3D15bJPtTKV9QwcKC60hPyxp8TVdPO7VNO9nRWE3N3laWbHiW7T9cif9dX4YJk+SSjzHSHpDu7dLxTchBPWB3/HAONvSCM2GCBpLYrr+XSOy/eioJjc/nIy8vz9tFprsFfvcdePWpyONpWfCuf4L8KwFIT4Xt27ezceNG1q5dSyAQYM9LT0S8pbCwkJUrV1JRUZHwCxpghv4+n0+00Wt8WQ9Ij9+EHEyIL10HJJGefxOw3QOKokQXW2pKdXX14ILGyvI1p729bUZaNmWFS5k97WLW7lhFzd5WNr7yZpYn8IIGyHtAurdLxzchB/WA3fHDOdjQC86ECRpIYrv+XiLx//KpJDSDD6/zIi/+CX5/F/S0Rx5/80K4ctWw+9P6/X6WL1/OTTfdRH19PQ0NDbS3t5OdnU1xcTElJSXWbZEzQX/pHDS+3fFNyMH2+NLYPn7QOVAUJbokek1xXZd169YBUL6g4qzP6wOYM+NSyouWsa1uPWvXruWmm25K+GsOaQ/YHt+EHDS+3fFNyUESHb/d4/cKuuykeJZgMEhrayvBYFA6ldHRfwL+79/g11+LXNDwp8G7vgLXrj7rA/ccx6G0tJRbbrmFz3zmM9xyyy2UlpYm/MXFqZigfzAY5NChQ2I5aHxZD0iP34QcTIgvXQckkZ5/E7DdA4qiRBcbakpdXR2BQIDkpBQWFlw3ovdcXnAtyUkpBAIB6uvrY5yhLNIekO7t0vFNyEE9YHf8cA6J3gvOhgkaSGK7/l5CFzUUz+Lz+ZgyZYq3toS17INfroC/bIs8PvkiuHEDXPyhET9wz+fzcd5553lr/FHEBP2lNdD4sh6QHr8JOZgQX7oOSCI9/yZguwcURYkuNtSUxsZGgMHn842EjLRsCmYWAdDQ0BCz3ExA2gPSvV06vgk5qAfsjh/OIdF7wdkwQQNJbNffS+jtpxTP4rou/f393tgW5rrwl19C7T3DHwZ+2cegaDn4U0b5kaHx+/1+63ZpgBn6S2ug8WU9ID1+E3IwJb4n+kAMkJ5/E7DdA4qiRBcbakpnZycAGSNc0AgTXgAJvz9RkfaAdG+Xjm9CDuoBu+OfnEMi94KzYYIGktiuv5fQZSfFs7iuS1tbm/mF5lgr7Pwq/OnHkQsaE3Oh/Idw+c2jXtCA0PhbWlrMH3+MMEF/aQ00vqwHpMdvQg4mxJeuA5JIz78J2O4BRVGiS8LXlP5eMl9/GoCuno5RvbX7jddnZmZGPS2TkPaAdG+Xjm9CDuoBu+OHc0joXnAOTNBAEtv19xK6U0PxLD6fj8mTJ5u9JWz/U/Dbb8Pxo5HHz38HXHkbTJg05o/2+XxMnz59nAl6FxP0l9ZA48t6QHr8JuRgQnzpOiCJ9PybgO0eUBQluiR0TTncBI9/lyL/cwA07W+kq6edjLTsc761q6edpv2h21YVFxfHNE1ppD0g3dul45uQg3rA7vjhHBK2F4wAEzSQxHb9vYQqpHgW13Xp6+szc/U0GISGn0LNVyIXNJJS4J1fhvd/Z1wLGhAaf29vr5njjwMm6C+tgcaX9YD0+E3IwYT40nVAEun5NwHbPaAoSnRJyJoy0Be6Ltl2Mxx9idLZmRTOSqdvoJfapp0j+ojapp30DfQyb948SkpKYpywLNIekO7t0vFNyEE9YHf8cA4J1wtGgQkaSGK7/l5CFzUUz+K6Lh0dHeYVmu7X4eEvw+6fh56lESZ3Nnz0XrjkIyN+GPjZcF2Xo0ePmjf+OGGC/tIaaHxZD0iP34QcTIgvXQckkZ5/E7DdA4qiRJeEqykt++Chz79xXRIEwHEcqq65CIAdjdXsO7j3rB+x78AedjRWA1BVVZXw91eX9oB0b5eOb0IO6gG744dzSKheMEpM0EAS2/X3Eo6rKo2Jjo4OsrOzaW9vJytrdA9ZU6JDMBjk8OHDTJ061ZxtYa/Uw+++A8fbIo9f/CFYuBL8qSJpJSJG6q/EFfWAoh5Q1APy6Hfi6KFzKU/C1JTgADzzADT+DIL9kefmXEX/5Su5YemnqampITkphfKiZVxecG3Erai6etp5sukRaho30jfQS3l5Odu2bcPvT+w7WCeMB5Qxox5Q1AN2o/rLM9LvxIn9jURJaIzaEhccgMb/gqfvjzyePBHe/U9w4dVRDxkef0pKSsL/Yup0mKC/tAYa34yt0ZL/DUrnYEp8I/qAANLzbwK2e0BRlOiSEDWlfT/87rtw6C+Rx9Oy4J23wpz34gc2b97MkiVLqKmpYVvdenY0VlMws4j0tCy6ezp4dn8D/QN9AJSXl7Np06aEX9AAeQ9I93bp+CbkoB6wO/7JOXi6F4wDEzSQxHb9vYQuOSmepqurSzoF6DoCv/rS8AWNyRfBjRtisqARpr29PWaf7QVM0F9aA9vjS3tAevwm5CAdX9oD0kjPvwnY7gFFUaKLZ2uK68KzD8MvPjt8QeOCd8LijTDnvYOH0tPT2b59O/fddx+FhYX0DfSy56UnqP3bTva89AT9A30UFhZy3333sW3bNtLT0+M8IDmkPSDd26Xjm5CDesDu+CDvAWlM0EAS2/X3Cnr7qTGi28PlMWJL2Mu1odtN9XREHr/kI3D5LeBPkcnLAozQXxFFPaCoBxT1gDz6nTh66FzK49macvwo/P778NKfIo+nZMA7vgQXXXPWZ/q5rkt9fT0NDQ10dnaSmZlJcXExJSUl1v1K17MeUKKGekBRD9iN6i+P3n5KSXhc1+XEiRMyW8KCQWj86fDdGSnpcOUqyH9PzFNwXZeenh7S0tKsu9gAYf1PykFSA40v6wHp8ZuQgwnxpeuAJNLzbwK2e0BRlOjiyZryci08/r3QwsbJnDcP3vs1yJh6zo9wHIfS0lJKSkq0r1j+/VI6vgk5qAfsjh/OwXO9IIqYoIEktuvvJXTJSfE0x44di3/Q423wyG3DFzSmFMCN98VlQSNMd3d33GKZiIj+pyCtge3xpT0gPX4TcpCOL+0BaaTn3wRs94CiKNHFMzWlrwf++CN45PbIBY2kZFhYBeU/GtGCxqloX5H3gLQG0vFNyEE9YHd8kPeANCZoIInt+nsF3amheBbHcZg0aVJ8V44PPwuPfR26Dkcev3QRlH4+dBERJxzHYfLkyXGLZxoi+p8mB0kNNL6sB6THb0IOJsSXrgOSSM+/CdjuAUVRootnasrhJvjtt0MPBT+Z3Nlw1Z2QN2dMH6t9Rd4D0hpIxzchB/WA3fHDOXiiF8QIEzSQxHb9vYTu1FA8i+u6HD9+PD5bwlwX/rod/vcLkQsayROg7BtwxRfiuqARSsnl2LFj1m6Ji6v+Z8lBUgONL+sB6fGbkIMJ8aXrgCTS828CtntAUZToYnxNCQ7A7v+G7bcMX9B4+xL4yPoxL2iA9hWQ94C0BtLxTchBPWB3/HAORveCGGOCBpLYrr+X0EUNxdP09vbGPkhfDzy+OrS9e6Bv6HjOm+Ej98Ccq2Kfwxk4fvy4WGwTiIv+50BaA9vjS3tAevwm5CAdX9oD0kjPvwnY7gFFUaKLsTWl4zX43y9Cw32hxY0w6VNCt5paWAX+lHGH0b4i7wFpDaTjm5CDesDu+CDvAWlM0EAS2/X3Cnr7KcWzOI5DdnZ2bLeEte8P3W6qZV/k8fz3wJW3Q8rE2MU+B47jkJeXJxZfmrjoP4IcJDXQ+LIekB6/CTmYEF+6DkgiPf8mYLsHFEWJLkbWFNeF5x6F//t36DvlHt9z3gvvvBXSsqISSvuKvAekNZCOb0IO6gG744dzMK4XxBETNJDEdv29hO7UUDxLzLfEvfgn+OXnIhc0HB8sXAll3xRd0IDQ+Lu6uqzdEmfClkhpDTS+/NZo6f8GpXMwIb50HZBEev5NwHYPKIoSXYyrKb3d8LvvwO++G7mgkZIO7/3/4OpvRG1BA7SvgLwHpDWQjm9CDuoBu+OHczCqF8QZEzSQxHb9vYTu1FA8TX9/f/Q/NBiE3RvhqerI4xNzQ4sZMy6Lfswx0tfXd+4XJTAx0X+USGtge3xpD0iP34QcpONLe0Aa6fk3Ads9oChKdDGmphx+Fn7zL6HbTp3MjMvgvV+DzOkxCat9Rd4D0hpIxzchB/WA3fFB3gPSmKCBJLbr7xV0UUPxLI7jkJWVFd0tYb3HQr+GevH/Io/PeDtc/U1IN2cLnuM4TJo0SToNMWKi/xhykNRA48t6QHr8JuRgQnzpOiCJ9PybgO0eUBQluhhRU4JB+PMmaNgQ+ewMxwfFy+GyT4AvNjdc0L4i7wFpDaTjm5CDesDu+OEcxHuBICZoIInt+nsJvf2U4llc16W7uzt6W8LaX4VtNw9f0Hj7Eij/N6MWNCA0/s7OTmu3xEVd/zHmIKmBxpf1gPT4TcjBhPjSdUAS6fk3Ads9oChKdBGvKd0tUPNPUHdP5IJG5gy4YS3M+1TMFjRA+wrIe0BaA+n4JuSgHrA7fjgHm79fmqCBJLbr7yV0p4biaYLBYHQ+aP9TsOsbcKJz6FhSCly5Ci66JjoxYsDAwMC5X5TARE3/cSCtge3xpT0gPX4TcpCOL+0BaaTn3wRs94CiKNFFrKa8XAePfxeOt0Uen3MVvOsrkJoRlzS0r8j3FWkNpOObkIN6wO74IO8BaUzQQBLb9fcKuqiheBbHccjMzBzfljDXhT1bofY/wT2paKVPgff9K0wtGH+iMcJxHHJycqTTECMq+kchB0kNNL6sB6THb0IOJsSXrgOSSM+/CdjuAUVRootITenvhfr1sGdL5HF/Grzzy/CWayFO+Whfke8r0hpIxzchB/WA3fHDOdj8/dIEDSSxXX8vobefUjyL67p0dXWNfUtYfy88vhqeXBu5oDF9Lnx0vdELGhAaf0dHh7Vb4satf5RykNRA48t6QHr8JuRgQnzpOiCJ9PybgO0eUBQlusS9prS9Aturhi9oTL4IbtwAb70ubgsaoH0F5PuKtAbS8U3IQT1gd/xwDjZ/vzRBA0ls199L6E4NxU66jsBjd8LhZyOPv+0D8I4vQ1KySFqKoiiKoiiKoljA87vgDz+EvmORxy9dDCUrwJ8ik5eiKIqiKIoH0EUNxbM4jkNGRsbot4QdfhZ+/TU41jp0zJcEV3wRLr4hrr+GGg+O45CVlSWdhhhj1j/KOUhqoPFlPSA9fhNyMCG+dB2QRHr+TcB2DyiKEl3iUlP6e+GJH8Ozv4o8PiEH3nMHvPny2MU+B9pX5PuKtAbS8U3IQT1gd/xwDjZ/vzRBA0ls199L6O2nFM/iui6dnZ2j2xK277fwv1+MXNBIy4byH8ElH/bMggaExt/W1mbtlrgx6R+DHCQ10PiyHpAevwk5mBBfug5IIj3/JmC7BxRFiS4xryltr8C2m4cvaLxpAdz4X6ILGqB9BeT7irQG0vFNyEE9YHf8cA42f780QQNJbNffS+hODcXT+HwjXJdzXXj6v6Hhp5HH8y6E938HMqdHP7k4kJSUJJ2CKCPWP4ZIa2B7fGkPSI/fhByk40t7QBrp+TcB2z2gKEp0iVlN2fdb+P33I2835TiwYBnM+zQYUsu0r8j3FWkNpOObkIN6wO74IO8BaUzQQBLb9fcKuqiheBbHcUhPTz/3lrD+XvjD9+G5RyOPz34XvPf/g+QJsUsyhjiOQ2ZmpnQaYoxY/xjnIKmBxpf1gPT4TcjBhPjSdUAS6fk3Ads9oChKdIlJTenvhdp18JdtkccnTIKr7wzt0jAE7SvyfUVaA+n4JuSgHrA7fjgHm79fmqCBJLbr7yV06UnxLK7r0tHRcfYtYcePwo5/HL6gUfgJKPsXzy5oQGj8R48etXZL3Ij0j0MOkhpofFkPSI/fhBxMiC9dBySRnn8TsN0DiqJEl6jXlPZXYXvV8AWN8+bBov8yakEDtK+AfF+R1kA6vgk5qAfsjh/OwebvlyZoIInt+nsJ3amheA7Xdamrq6O+vp5XXnmFWbNmUVJSQmlpaeRKausLsPMO6DwwdMznh3d9BQquj3/iMSA5OVk6BVH8fvkSJq2B7fGlPSA9fhNykI4v7QFppOffBGz3gKIo0SVqNaX59/D7u6C3e+iY48D8T8P8ZcbcbupUtK/I9xVpDaTjm5CDesDu+CDvAWlM0EAS2/X3CqqS4hn6+/uprq5m3bp1BAKBYecLCwupqqpi2bJl+A8G4LFvQG/X0AtSM+F9/wrnFcYr5ZjiOA4ZGRnSaYjhOA4TJ04Uv/2UpAYaX9YD0uM3IQcT4kvXAUmk598EbPeAoijRJSo1ZaAPav8T9v4y8viEHLjqTphZNK4cY4n2Ffm+Iq2BdHwTclAP2B0/nIPN3y9N0EAS2/X3Emb+PERRTqG7u5sbbriByspKAoEAyUkpXHr+FSx867Vcev4VJCelEAgEqKys5IarF9L90K2RCxrZM+HDdyfMggaEdqy0tLRYuyXOdV3a29vFt6VKaqDxZT0gPX4TcjAhvnQdkER6/k3Adg8oihJdxl1Tuo7Ar740fEFjxmVw40+NXtAA7Ssg31ekNZCOb0IO6gG744dzsPn7pQkaSGK7/l5Cd2ooxtPf38+SJUuoqakh2Z9K+YIKFhZcR3pa1uBrunraqW3ayY7Gamr+0MiS1ly233wJ/iQndM/aa/4FTnp9ojBhgnefCRINUlJSpFMQ18D2+NIekB6/CTlIx5f2gDTS828CtntAUZToMuaa8trTsOtboWf6ncy8T0HRTeBLGn9ycUD7inxfkdZAOr4JOagH7I4P8h6QxgQNJLFdf6+gixqK8VRXVw8uaKwsX8Oc6XOHvSYjLZuywqXMnnYxa3esomZvKxtrD7L8puWhZ2gkJZ7Vw1vibMVxHCZMmCB++ylJDTS+rAekx29CDibEl64DkkjPvwnY7gFFUaLLmGqK68KfN0HdveAGh46nZoZuN/Xm0ugnGiO0r8j3FWkNpOObkIN6wO744Rxs/n5pggaS2K6/l9DbTylG47ou69atA6B8QcVpFzROZs6MSykvWgbA2roTuO++LSEXNCA0N6+//rq1W+Jc1+Xo0aPi21IlNdD4sh6QHr8JOZgQX7oOSCI9/yZguwcURYkuo64pvcfgsa9D7d2RCxqT3wIf3eCpBQ3QvgLyfUVaA+n4JuSgHrA7fjgHm79fmqCBJLbr7yV0UUMxmrq6usFnaCwsuG5E77m84NrQMzb+/jL1DQ0xzlCW9PR06RREMeHXA9Ia2B5f2gPS4zchB+n40h6QRnr+TcB2DyiKEl1GXFOOvggPfQ5e+EPk8bdeDzesg6wZUc8tHmhfke8r0hpIxzchB/WA3fFB3gPSmKCBJLbr7xV0UUMxmsbGRgAKZhZFPEPjbGSkZVPwxkP4GhJ4UcP2LXGO45Camip++ynprcm2x5f0gPT4TcjBhPjSdUAS6fk3Ads9oChKdBlxTdn3O3joZmh7eehYUjK8+zZ4z+3g9+a9uLWvyPcVaQ2k45uQg3rA7vjhHGz+fmmCBpLYrr+X0EUNxWg6OzsByBjlQ77DCyDh9yciruty+PBha7fEua5La2ur+LZUSQ00vqwHpMdvQg4mxJeuA5JIz78J2O4BRVGiyzlrSnAAnvxP2PVN6Ds2dDxjGnxoLbztA3HJM1ZoX5HvK9IaSMc3IQf1gN3xwznY/P3SBA0ksV1/L5GYDxtQEobMzEwAuno6RvW+7jdeH35/opKdnS2dgigZGRnSKYhrYHt8aQ9Ij9+EHKTjS3tAGun5NwHbPaAoyvhxXZe6ujrq6+t59dVXedOb3kRJSQmlpaVDv9TsaYdd34JXn4p888yi0APBJ+TEPe9YoH1Fvq9IayAd34Qc1AN2xwd5D0hjggaS2K6/V9BFDcVoiopCt5Fq2t9IV087GWnnLqxdPe007Q/dtqq4uDim+UkS3hJnK47jkJKSYsS2VI0vF1/SA9LjNyEHE+JL1wFJpOffBGz3gKIo46O/v5/q6mrWrVtHIBAYdr6wsJCqqiqWffBd+H/zDeg8EPmCeZ+CouXgS4wbIGhfke8r0hpIxzchB/WA3fHDOdj8/dIEDSSxXX8vkRjfvpSEpbS0lMLCQvoGeqlt2jmi99Q27aRvoJd58+ZRUlIS4wzlCAaDHDp0iGAwKJ2KCMFgkJaWFtHxS2ug8WU9ID1+E3IwIb50HZBEev5NwHYPKIoydrq7u7nhhhuorKwkEAiQnJTCpedfwcK3Xsul519BclIKgUCAyspKbrjmnXS/vn/ozckT4f3fgZLKhFnQAO0rIN9XpDWQjm9CDuoBu+OHc7D5+6UJGkhiu/5eQndqKEbjOA5VN99M5ec+x47GamZPv4Q50+ee8fX7DuxhR2M1AFVVVQm9suo4DpMmTUroMZ4Nx3HIysoS36khqYHGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gKMrY6O/vZ8mSJdTU1JDsT6V8QQULC64bfC4fhHZ/1zbtZEdjNTV7XmfJhiDbb74Ef+6s0ILGpAvkBhAjtK/I9xVpDaTjm5CDesDu+OEcbP5+aYIGktiuv5dInJ+VKInJQD/LZh/k+rm59A30svbh29gV2ERXT3vEy7p62nks8CBrd6yib6CX8vJyKioqhJKOD7ZviXMch+TkZPEvO9Jbk22PL+kB6fGbkIMJ8aXrgCTS828CtntAUZSxUV1dPbigsbJ8DWWFSyMWNAAy0rIpK1zKyvI1JCelULO3lY1/mwgfuSchFzRA+wrI9xVpDaTjm5CDesDu+OEcbP5+aYIGktiuv5fQRQ3FXPp64NF/xt/8GzZXvm1wYWNb3XruvP9j3LvzTu5//Pvcu/NO/vn+pWyv2zC4oLFp0yb8/sTeiBQMBjl48KC1W+KCwSCvv/66+LZUSQ00vqwHpMdvQg4mxJeuA5JIz78J2O4BRVFGj+u6rFu3DoDyBRVn3QUOMGfGpZQXLQNg7R8O4aYk7sNDta/I9xVpDaTjm5CDesDu+OEcbP5+aYIGktiuv5dI7L/6Kt6lpwN+fQcc3AtAemoS26vezsajC1i7+TcEAgH2vPRExFsKCwtZuXIlFRUVCb+gAaHV47y8PGtXjx3HIScnR/wXHJIaaHxZD0iP34QcTIgvXQckkZ5/E7DdA8r42L17N7t27QKgoaGBDRs2kJOTA0BzczNbt24lPz+f5uZmVqxYMe5zihnU1dUNPkNjYcF1I3rP5QXXsqOxmkAgQH19PaWlpTHOUgbtK/J9RVoD6fgm5KAesDt+OAebv1+aoIEktuvvJRL/L7+K9zjWCjW3QcvzQ8eSJ+B/37+yfGYRN33Vpb6+nvr6eg4cOMCMGTMoKSmhpKTEqqIT3hJnK47j4Pf7xb/sSGqg8WU9ID1+E3IwIb50HZBEev5NwHYPKONj165drFq1CoA1a9Zw9dVX89RTTwGwePHiwf/f3NxMZWUlW7ZsGdc5xQwaGxsBKJhZNOyWU2ciIy2bgplF7HnpCRoaGhJ6UUP7it3fL6Xjm5CDesDu+OEcbP5+aYIGktiuv5fQ208pZtF1BH71pcgFjbQs+MC/wcwiIFRgSktLufnmm/n4xz/OzTffTGlpqXUFJxgM8tprr1m7JS4YDHLkyBHxbamSGmh8WQ9Ij9+EHEyIL10HJJGefxOw3QPK2Nm9ezerV68e/PeiRYvYvXs3zc3NNDc3R7w2Pz9/cEfHWM8p5tDZ2QlAxggXNMKEF0DC709EtK/I9xVpDaTjm5CDesDu+OEcbP5+aYIGktiuv5fQRQ3FHDoOwK++CG0vDx1LnwIf+glMfduwl/t8PnJzc/H57LSxz+dj2rRpVo9fWn9pDTS+rAekx29CDibEl64DkkjPvwnY7gFl7MyfP58NGzYM/rutrQ2A3Nxcdu3aRW5ubsTrc3NzB29XNZZzijlkZmYC0NXTMar3db/x+vD7ExHtK/J9RVoD6fgm5KAesDt+OAebv1+aoIEktuvvJfT2U4oZtL0CD/8jdB8ZOpY5I7RDI2vGGd9m2+6MU9Hxy49fOgeNb3d8E3KwPb40to8fdA6UsbNo0aLB/79p0ybKysrIyckZXOA4ldbW1jGfOx0nTpzgxIkTg//u6Aj90TwYDOqvA2PI/PnzAWja30hXTzsZadnnfE9XTztN+0O3rVqwYEFC6+O6bkKP71yExy45B9IaSMeXzkE9oPFN8IA00hpIovrLM9K510UNRZ7WZnj4Vjh+dOhYziwo/zfImHLGtwWDQVpaWpg6daqVK6jBYJCDBw8yffp0a8cvrb+0Bhpf1gPS4zchBxPiS9cBSaTn3wRs94ASHdra2ti6devgszDO9rponlu9ejXf+ta3hh0/cuQIPT09Z81FGTuzZ89mbsEc9jbto7ZpJ2WFS8/5ntqmnfQN9DJ37lwuuOACDh8+HIdM40+4publ5VlbU/v7+3nppZdwXRe/P/5/LpHWQDq+CTmoB+yOD/IekMYEDSSxXX8TGOmtPlUdRZYjf4MdX4ETJxk2bw5c/wOYmHvm9xHaEmZrkYXQ+G3+Q5YJ+ktroPFlPSA9fhNyMCG+dB2QRHr+TcB2DyjDWb9+Pfv27Tvj+WuuuYaysrKIY7fffjuPPfYYOTk5AOTk5AzbXdHa2kpOTs6Yz52OO+64g1tvvXXw3x0dHcyaNYspU6aQlTW65z0oo+BvNXyxOJkVTbCjsZrZ0y9hzvS5Z3z5vgN72NFYDcAXv/hFpk2bFqdEZbB9kTgYDOI4juitV6Q1kI4vnYN6QOOb4AFppDWQRPWXJy0tbUSv00UNRY6De+CR26G3e+jYlAK4/vuhh4OPANd1Y5ScN9Dxy49fOgeNb3d8E3KwPb40to8fdA6USFasWDGq169Zs4bbb7+d/Pz8wR0VZWVl3HvvvcNeW1RURH5+/pjOnY7U1FRSU1OHHff5fHoRHQuCQahfD888wGcun8K2pw9Ts7eVtQ/fRnnRMi4vuDbiVlRdPe082fQINY0b6Rvopby8nM985jMJr43rugk/xpEg+d+htAbS8U3JQT1gb/wwNvdjUzSQxGb9pRnpvKs6igyvPQ07/ilyQWPG2+EDPxrxgkYwGKS1tdXa+9wFg0EOHTpk9fil9ZfWQOPLekB6/CbkYEJ86TogifT8m4DtHlDGx9atW5k/f/7ggsbmzZvJyckhPz8/4nXNzc0UFRWN65wiTN9xeOxOeOYBAPxJDpsr38b1pW+hb6CXbXXrufP+j3Hvzju5//Hvc+/OO/nn+5eyvW7D4ILGpk2bEv42FNpX5PuKtAbS8U3IQT1gd/xwDjZ/vzRBA0ls199LOK7+vG1MdHR0kJ2dTXt7u24PHy2vPR3aodE/9GBEZhbB+/4VkieM+GOCwSCHDx+2eluczaj+inpAUQ8o6gF5vPqduLm5mTlz5kQcy8nJ4ejRo4Pn7733XoqLi2loaOCOO+4YXJwY67lz4dW5NJ5jrbDzDjjSFHm8+LP0X/oxNv7856xdu5ZAIDDsrYWFhaxcuZKKioqEX9BQQmhfUdQDinrAblR/eUb6nVgXNcaIXnSMkVd3w86vRi5onP8OKPsm+FNG9VEDAwMcOHCAGTNmkJSUFN08PYDruvT39+P3+3EcRzqduGOC/tIa2B5f2gPS4zchB+n40h6QRnr+TcB2D5iAfieOHjqXMaDtZahZBZ0Hho75U+G9X4P89wwecl2X+vp66urqeO211zjvvPMoLS2lpKTEqvqqfUW+r0hrIB3fhBzUA3bHB3kPSGOCBpLYrr8JjPQ7sS45KfHjdAsaF7wTrvnWqBc0IFRo29rarL2Xtuu6tLS0WD1+af2lNdD4sh6QHr8JOZgQX7oOSCI9/yZguwcURTkLB/fAtlsiFzQmTIIP/jhiQQPAcRxKS0u55ZZb+NSnPsUtt9xCaWmpdX/M0b4i31ekNZCOb0IO6gG744dzsPn7pQkaSGK7/l5C99Aq8eFMCxpl34Sk5DF9pM/nY/LkydZuB/P5fEyfPl06DTFM0F9aA40v6wHp8ZuQgwnxpeuAJNLzbwK2e0BRlDPQ/Dj89jsw0Dt0LGcWXPd9yJpxxrfZXlO0r8h7QFoD6fgm5KAesDt+OAftBfb2Atv19xKqkBJ7Xn1q+ILG7HeNa0EDQqunfX191q6euq5Lb2+v1eOX1l9aA40v6wHp8ZuQgwnxpeuAJNLzbwK2e0BRlNPw5y2w65uRCxrTL4Ub/vOsCxqgNUX7irwHpDWQjm9CDuoBu+OHc9BeYG8vsF1/L6GLGkpsefWp0IP5Tl3QuPob41rQgFCh6ejosLbQuK7L0aNHrR6/tP7SGmh8WQ9Ij9+EHEyIL10HJJGefxOw3QOKopxEMAhP/ASeXAsn14Q574XyH0HauZ9TYntN0b4i7wFpDaTjm5CDesDu+OEctBfY2wts199L6O2nlNhxxgWNb0LS+K3n8/nIy8uzdkuYz+dj2rRp0mmIYYL+0hpofFkPSI/fhBxMiC9dBySRnn8TsN0DiqK8Qf8J+O234YU/Rh6/7GNQ8jkYYY2wvaZoX5H3gLQG0vFNyEE9YHf8cA7aC+ztBbbr7yVUISU2vBaI6YIG6JY413U5ceKE1eOX1l9aA40vvzVa+r9B6RxMiC9dBySRnn8TsN0DiqIAPe3w8K2RCxqOA+/4Elx+84gXNEBrivYVeQ9IayAd34Qc1AN2xw/noL3A3l5gu/5eQhc1lOhz6K8xX9AI09XVFdXP8xrt7e3SKYhigv7SGtgeX9oD0uM3IQfp+NIekEZ6/k3Adg8oitV0HoLtK+HQ3qFjSSlwzbdh7kfH9JG21xTtK/IekNZAOr4JOagH7I4P8h6QxgQNJLFdf6+gt59Sosvrz8Mjq6Dv2NCxC94ZkwUNx3HIzc3FcZyofq5XcByHqVOnSqchhgn6S2ug8WU9ID1+E3IwIb50HZBEev5NwHYPKIrVtL4ANbdB95GhY2nZcO1qmHbJmD7S9pqifUXeA9IaSMc3IQf1gN3xwzloL7C3F9iuv5fw5E6N22+/nba2tsF/Nzc3s2bNGrZu3cqaNWuick4ZA60vwI5b4UTn0LFZpW88FDz662e6Jc7l+PHjVo9fWn9pDTS+/NZo6f8GpXMwIb50HZBEev5NwHYPKIq1HPoL/O8XIhc0MmfADevGvKABWlO0r8h7QFoD6fgm5KAesDt+OAftBfb2Atv19xKe26mxe/du1qxZwx133DF4bPHixTz11FNAaKGisrKSLVu2jOucMkra98OOr4TuaRvmvHnwvm+DPyVmYY8dO3buFyUw3d3dpKWlSachhgn6S2tge3xpD0iP34QcpONLe0Aa6fk3Ads9oCjW8XIdPPZ16O8ZOpY3B677PqTnjfvjba8p2lfkPSCtgXR8E3JQD9gdH+Q9II0JGkhiu/5ewXOLGs3NzeTn50f8+2Ty8/PZtWvXuM4po6TzUOjhfMdaho5Nmwvv/y74U2MW1nEcJk2aZO2WMMdxmDx5snQaYpigv7QGGl/WA9LjNyEHE+JL1wFJpOffBGz3gKJYx3OPweOrITgwdGzG20PXHamZ4/5422uK9hV5D0hrIB3fhBzUA3bHD+egvcDeXmC7/l7CU7ef2rp1K4sWLYo4tmvXLnJzcyOO5ebmsnv37jGfU0ZBd0vollNdh4aOTX4LXPc9SJkY09C6Jc7l2LFjVo9fWn9pDTS+/NZo6f8GpXMwIb50HZBEev5NwHYPKIpV7NkKv/3XyAWN898B1/8gKgsaoDVF+4q8B6Q1kI5vQg7qAbvjh3PQXmBvL7Bdfy/hmZ0abW1t5OTknPb46WhtbR3zudNx4sQJTpw4Mfjvjo4OAILBIMFg8Ix5JzTH23B23Bq69VSYSRfgXrcGktMhxvMSDAY5ceIEwWDQyhVU13Xp7u4mNTXVyvGboL+0BrbHl/aA9PhNyEE6vrQHpJGefxOw3QMmYO33YCV+uC403AdP3x95/K3Xw7v/CXxJUQ3X29sb1c/zGsePH2fChAnSaYgi7QFpDaTjm5CDesDu+CDvAWlM0EAS2/X3Cp5Z1Ni8eTMrVqwY8evP9tDvsZxbvXo13/rWt4YdP3LkCD09Pad5R2Lj9B0j6w9fx982dBuvgYzzaC/5Km7HCeg4HPMcgsEgruty5MgRfD5PbTqKKkeOHDn3ixIQk/SX1sDW+KZ4QHr+TcjBdg9II62/JOoBeTo7O6VTUBKZYBCe+A/4y7bI44WfgJIVEOXFTMdxyM7OtnaR1HEc8vLG/1wSLyPtAWkNpOObkIN6wO744Ry0F9jbC2zX30uILmqsX7+effv2nfH8NddcQ1lZGbt27WLJkiWnfU1OTs6w3RWtra3k5OSM+dzpuOOOO7j11lsH/93R0cGsWbOYMmUKWVlZZxtm4jHQi/PId6HrFfAnh45lTCPpgz9mSsbU+KUxMMDx48eZMmUKSUnR/YWWFwj/Qjc9Pd3KYmuC/tIa2B5f2gPS4zchB+n40h6QRnr+TcB2D5iAzQ+RVGJMcAB+vwb+vjPy+MIqePvprw3Hi95yQ/uKtAekNZCOb0IO6gG744dz0F5gby+wXX8vIbqoMZqdF5s3bx78/83NzaxevZqlS5dSVlbGvffeO+z1RUVF5Ofnj+nc6UhNTSU1dfhDr30+n12/DAwG4Xf/CgeeGTo2MQ8+8G84WdPjmorrugwMDNinwRucPH5bG420/tIaaHxZD0iP34QcTIqvfcC+PgDqARPQeVdiwkAf/OZf4IU/DB1zfHDl7fDWa2Maur+/P6afbzp9fX3SKYgj7QFpDaTjm5CDesDu+CDvAWlM0EAS2/X3Cp64/VRZWVnEvz/3uc/xuc99jvz8/GGvbW5upqioaHA3xljOKWfAdeGPP4QX/jh0LDUTrv8+ZL8p7uk4jkNWVpa1f8hxHIdJkyZJpyGGCfpLa6DxZT0gPX4TcjAhvnQdkER6/k3Adg8oSkLSfwIevRNeqRs65vPD1V+H/CtjGtr2mqJ9Rd4D0hpIxzchB/WA3fHDOWgvsLcX2K6/l/DUT6va2tpYs2YNAHfddRe7d+8GYMuWLdx+++1s3bqVe++9ly1btgy+Z6znlNPQcB80PTz076QUuHY15M0RSSe8Jc7WLWGu69LZ2Wn1+KX1l9ZA48t6QHr8JuRgQnzpOiCJ9PybgO0eUJSEo/cY1NwWuaCRlALv/27MFzRAa4r2FXkPSGsgHd+EHNQDdscP56C9wN5eYLv+XsITOzXC5OTksGrVKlatWhVxPD8/n7vuuguARYsWReWccgp/3gJP3z/0b8cH1/wLTL9ULidCDwi1mYGBAekURDFBf2kNbI8v7QHp8ZuQg3R8aQ9IIz3/JmC7BxQlYejpgEdWweFnh44lTwz9iOq8wrilYXtN0b4i7wFpDaTjm5CDesDu+CDvAWlM0EAS2/X3Cp5a1FCE+Puj8OTayGPv+Sqcv1AmnzdwHIfMzExrt4Q5jmP17dJM0F9aA40v6wHp8ZuQgwnxpeuAJNLzbwK2e0BREoZjrVDzT9Cyb+hYaiZctwamXRy3NGyvKdpX5D0grYF0fBNyUA/YHT+cg/aCHOk0xLBdfy/hqdtPKQK8XAu//17ksYVV8Jb3y+RzEq7r0tXVZe2WMNd16ejosHr80vpLa6DxZT0gPX4TcjAhvnQdkER6/k3Adg8oSkLQ/Tr86ouRCxoTJsEH/yOuCxqgNUX7irwHpDWQjm9CDuoBu+OHc9BeYG8vsF1/L6E7NZQzc3AvPPZ1CJ607azwk/D2JXI5KYqiKIqiKIqSGHQdgYe/DO37h46lT4EP/Ahy3iyWlqIoiqIoimI2uqihnJ62V+DXd0D/iaFjBeVQUimX0yk4jkNGRoa1W8IcxyErK0s6DTFM0F9aA40v6wHp8ZuQgwnxpeuAJNLzbwK2e0BRPM3pFjSyzoPyH0HWDJGUbK8p2lfkPSCtgXR8E3JQD9gdP5yD9gJ7e4Ht+nsJvf2UMpxjraGH9PV0DB274J3wrq+AQf9Ru65LZ2entVvCXNelra3N6vFL6y+tgcaX9YD0+E3IwYT40nVAEun5NwHbPaAonqXzUOiWUycvaGTPhA/+WGxBA7SmaF+R94C0BtLxTchBPWB3/HAO2gvs7QW26+8ldKeGEknfcdh5B3S8NnRs2ly4+uvgS5LL6wz4fHavyyUlmadJPDFBf2kNbI8v7QHp8ZuQg3R8aQ9IIz3/JmC7BxTFc3QcgIf/EToPDB3Lngkf+HfImCKWVhjba4r2FXkPSGsgHd+EHNQDdscHeQ9IY4IGktiuv1fQRQ1liGAQfvNtONI0dCx7Jlz7XfCnyuV1BhzHIT093dotYY7jkJmZKZ2GGCboL62Bxpf1gPT4TcjBhPjSdUAS6fk3Ads9oCieo+MA/OpL0HVo6FjOLPjAf0B6nlxeb2B7TdG+Iu8BaQ2k45uQg3rA7vjhHLQX2NsLbNffS+jSkxLCdeGJ/4CX/jR0bMIkuP77kJYtl9dZcF2Xjo4Oa7eEua7L0aNHrR6/tP7SGmh8WQ9Ij9+EHEyIL10HJJGefxOw3QOK4inaXw3dcurkBY1J54duOWXAggZoTdG+Iu8BaQ2k45uQg3rA7vjhHLQX2NsLbNffS+iihhLimQfhL9uG/u1PhWu/F3pYn8H4/XZvNkpOTpZOQRQT9JfWwPb40h6QHr8JOUjHl/aANNLzbwK2e0BRPEH7/jd2aBweOjbpgtAtpybmSmV1WmyvKdpX5D0grYF0fBNyUA/YHR/kPSCNCRpIYrv+XkFVUuD5XVB3z9C/HR9c/Q2YWiCX0whwHIeJEydauyXMcRwyMjKk0xDDBP2lNdD4sh6QHr8JOZgQX7oOSCI9/yZguwcUxRN0HIBffRm6jwwdy82H8h8at6Bhe03RviLvAWkNpOObkIN6wO744Ry0F9jbC2zX30voTg3bObgHHv9e5LF3fAkueIdMPqPAdV3a29ut3RLmui4tLS1Wj19af2kNNL6sB6THb0IOJsSXrgOSSM+/CdjuAUUxnq7DoYeCn7ygkXchfODfjFvQAK0p2lfkPSCtgXR8E3JQD9gdP5yD9gJ7e4Ht+nsJ3alhMx2vwa//PxjoGzpW+Am45MNiKY2WlJQU6RREmTBhgnQKopigv7QGtseX9oD0+E3IQTq+tAekkZ5/E7DdA4piLN2vhxY0Og8MHcubAx/4kbHP7AOtKdpX5D0grYF0fBNyUA/YHR/kPSCNCRpIYrv+XkEXNWzlRBfs/Cr0tA8dm3MVFFfK5TRKHMdhwoQJ1m4JC2+JsxUT9JfWQOPLekB6/CbkYEJ86TogifT8m4DtHlAUYznWGlrQaN8/dGzSBXD9D4xe0LC9pmhfkfeAtAbS8U3IQT1gd/xwDtoL7O0FtuvvJfT2UzYSHIBd34SjLw0dm3oxvOer4POOJVzX5ejRo9ZuCXNdl9dff93q8UvrL62Bxpf1gPT4TcjBhPjSdUAS6fk3Ads9oChGcrwNdtwKbS8PHcueCeU/MvKWUydje03RviLvAWkNpOObkIN6wO744Ry0F9jbC2zX30t45y/YSvR44iewv2Ho3xnT4P3fAX+qXE5jxObVY4D09HTpFEQxQX9pDWyPL+0B6fGbkIN0fGkPSCM9/yZguwcUxSh6OqDmn6D1haFjmTPgA/8O6XliaY0G22uK9hV5D0hrIB3fhBzUA3bHB3kPSGOCBpLYrr9X0NtP2cbeX8JfHhr6d/JEuHa18b+aOh2O45CammrtlrDwljhbMUF/aQ00vqwHpMdvQg4mxJeuA5JIz78J2O4BRTGK3m54ZBW8/tzQsYypoYeCZ0yRy2sU2F5TtK/Ie0BaA+n4JuSgHrA7fjgH7QX29gLb9fcSulPDJl6uC+3SCOP44Oqvhx7Y50Fc16W1tdXaLWGu63L48GGrxy+tv7QGGl/WA9LjNyEHE+JL1wFJpOffBGz3gKIYQ++x0ILG4WeHjqVPDi1oZM2Qy2uU2F5TtK/Ie0BaA+n4JuSgHrA7fjgH7QX29gLb9fcSuqhhC60vhJ6j4QaHji2sgvMXiqUUDTIyMqRTECU729wHLcYDE/SX1sD2+NIekB6/CTlIx5f2gDTS828CtntAUcTp74XH7oSDe4eOTZgUeoZG9ky5vMaI7TVF+4q8B6Q1kI5vQg7qAbvjg7wHpDFBA0ls198r6O2nbKCnA379Neg7NnTs4htg7o1yOUUBx3FISUmxdktYeEucrZigv7QGGl/WA9LjNyEHE+JL1wFJpOffBGz3gKKIExyA334b9jcOHUvLgg/8CCadL5fXGLG9pmhfkfeAtAbS8U3IQT1gd/xwDtoL7O0FtuvvJXSnRqITHAjt0Oh4bejYzCK44ovg8f9Ag8EgLS0tBIPBc784AQkGgxw6dMjq8UvrL62Bxpf1gPT4TcjBhPjSdUAS6fk3Ads9oCiiuC784Qfwwh+GjqWkw/U/hNx8ubzGge01RfuKvAekNZCOb0IO6gG744dz0F5gby+wXX8voYsaiU7t3fDqU0P/zp4JV38Dkry/ScdxHLKysqxdPXUch0mTJlk9fmn9pTXQ+LIekB6/CTmYEF+6DkgiPf8mYLsHFEUM1w1dZ/ytZuhYUgpcuxqmvEUur3Fie03RviLvAWkNpOObkIN6wO744Ry0F9jbC2zX30t4/y/bypn5207Ys2Xo38kT4f3fCW0JTwAcxyE5OdnaQhPeEmcrJugvrYHGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gKGI8fT/8edPQv31JcM2/wIzL5HKKArbXFO0r8h6Q1kA6vgk5qAfsjh/OQXuBvb3Adv29hO7USFQO/RX++MOhfzsOXPXPMOkCsZSiTTAY5PXXX7d2S1gwGOTgwYNWj19af2kNNL6sB6THb0IOJsSXrgOSSM+/CdjuAUUR4S/boOG+oX87Drz3a3D+QrGUooXtNUX7irwHpDWQjm9CDuoBu+OHc9BeYG8vsF1/L6GLGolI9+vw6D/DQO/QsaLlcME75HKKAY7jkJOTY+3qqeM45OXlWT1+af2lNdD4sh6QHr8JOZgQX7oOSCI9/yZguwcUJe48vwv+9O+Rx97xZbiwTCKbqGN7TdG+Iu8BaQ2k45uQg3rA7vjhHLQX2NsLbNffS+jtpxKN/l549E441jJ0LP89MO9TYinFCsdx8Pv91haa8JY4WzFBf2kNNL6sB6THb0IOJsSXrgOSSM+/CdjuAUWJKy89Cb/7buh5GmGKPwuXfFgspWhje03RviLvAWkNpOObkIN6wO744Ry0F9jbC2zX30voTo1EwnXh//4NDv916FjeHHjPV0PbwhOMYDDIkSNHrN0SFgwGee2116wev7T+0hpofFkPSI/fhBxMiC9dBySRnn8TsN0DihI3Du6Fx74OwYGhY29fmnA/nLK9pmhfkfeAtAbS8U3IQT1gd/xwDtoL7O0FtuvvJXRRI5F49lfwt5qhf6dlwfu+A8kT5HKKIT6fj9zcXHw+O23s8/mYNm2a1eOX1l9aA40v6wHp8ZuQgwnxpeuAJNLzbwK2e0BR4sLRl2DnVyNvbfvW6+HymxPuh1O21xTtK/IekNZAOr4JOagH7I4fzkF7gb29wHb9vYQqlCgc+iv86T+G/u344Jp/gawZcjnFAdu3g+n45ccvnYPGtzu+CTnYHl8a28cPOgeKElO6W+CRVXCic+jY7HfBu/8p4RY0wtheU2wfP8jPge3xTchB49sd35QcJNHx2z1+r6CLGonA8aNvbAfvHzp2+S1w3jy5nOJAMBikpaXF2i1hwWCQgwcPWj1+af2lNdD4sh6QHr8JOZgQX7oOSCI9/yZguwcUJab0docWNDoPDh2bfilcdSf4kuTyiiG21xTtK/IekNZAOr4JOagH7I4fzkF7gb29wHb9vYQuanidYBB+823oPjJ0bM5VcOkiuZzihM/nIy8vz9otYT6fj+nTp1s9fmn9pTXQ+LIekB6/CTmYEF+6DkgiPf8mYLsHFCVmDPTBo3dCy/NDxyadD+//LvhT5fKKMbbXFO0r8h6Q1kA6vgk5qAfsjh/OQXuBvb3Adv29hCrkdRp/Cq8+NfTvSefDu29L2O3gp+K6rnQKouj45ccvnYPGtzu+CTnYHl8a28cPOgeKEnWCQfj9XZHXGOmT4brvh57Zl+DYXlNsHz/Iz4Ht8U3IQePbHd+UHCTR8ds9fq+gixpe5oU/wtP3D/07eSJc821ImSiXUxwJBoO0trZauyUsGAxy6NAhq8cvrb+0Bhpf1gPS4zchBxPiS9cBSaTn3wRs94CixIT69fDcY0P/TkmH69ZA5jS5nOKE7TVF+4q8B6Q1kI5vQg7qAbvjh3PQXmBvL7Bdfy/hl05AGSNtr8DjqyOPveeroZ0aluDz+ZgyZYq1W8J8Ph/nnXeedBpimKC/tAYaX9YD0uM3IQcT4kvXAUmk598EbPeAokSdPVvhmQeG/p2UDO/7V8ibI5dTHLG9pmhfkfeAtAbS8U3IQT1gd/xwDtoL7O0FtuvvJVQhL9J3HB67M/TwvjCXfRzyr5TLSQDXdenv77d2W5jruvT19Vk9fmn9pTXQ+LIekB6/CTmYEF+6DkgiPf8mYLsHFCWq7PsdPLk28th77oA3zZfJRwDba4r2FXkPSGsgHd+EHNQDdscP56C9wN5eYLv+XkIXNbyG68IffgCtLwwdO68QSirFUpLCdV3a2tqsLTSu69LS0mL1+KX1l9ZA48t6QHr8JuRgQnzpOiCJ9PybgO0eUJSo8VoAfved0LVGmIUr4cKrxVKSwPaaon1F3gPSGkjHNyEH9YDd8cM5aC+wtxfYrr+X0NtPeY3jR+HgnqF/p0+Bq78BviS5nITw+XxMnjzZ2i1hPp+P6dOnS6chhgn6S2ug8WU9ID1+E3IwIb50HZBEev5NwHYPKErUaG2Ggb6hf799Cbx9sVw+QtheU7SvyHtAWgPp+CbkoB6wO344B+0F9vYC2/X3EqqQ15iYCx9dDzOLwOeHsm+GjlmIbolz6e3ttXr80vpLa6Dx5bdGS/83KJ2DCfGl64Ak0vNvArZ7QFGixtyPwtV3hq4v5lwFpTdLZySC7TVF+4q8B6Q1kI5vQg7qAbvjh3PQXmBvL7Bdfy+hixpeZEIOXPd9+NCPYfpc6WzEcF2Xjo4OawuN67ocPXrU6vFL6y+tgcaX9YD0+E3IwYT40nVAEun5NwHbPaAoUeXCMrhhbeg5Gpb+OtH2mqJ9Rd4D0hpIxzchB/WA3fHDOWgvsLcX2K6/l9DbT3kVnw+mXSKdhSg+n4+8vDxrt4T5fD6mTZsmnYYYJugvrYHGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gKFFn6tukMxDF9pqifUXeA9IaSMc3IQf1gN3xwzloL7C3F9iuv5dQhRTPolviXE6cOGH1+KX1l9ZA48tvjZb+b1A6BxPiS9cBSaTn3wRs94CiKNHF9pqifUXeA9IaSMc3IQf1gN3xwzloL7C3F9iuv5fQRQ3F03R1dUmnIEp7e7t0CqKYoL+0BrbHl/aA9PhNyEE6vrQHpJGefxOw3QOKokQX22uK9hV5D0hrIB3fhBzUA3bHB3kPSGOCBpLYrr9X0NtPKZ7FcRxyc3NxHEc6FREcx2Hq1KnSaYhhgv7SGmh8WQ9Ij9+EHEyIL10HJJGefxOw3QOKokQX22uK9hV5D0hrIB3fhBzUA3bHD+egvcDeXmC7/l5Cd2oonkW3xLkcP37c6vFL6y+tgcaX3xot/d+gdA4mxJeuA5JIz78J2O4BRVGii+01RfuKvAekNZCOb0IO6gG744dz0F5gby+wXX8voYsaiqc5duyYdAqidHd3S6cgign6S2tge3xpD0iP34QcpONLe0Aa6fk3Ads9oChKdLG9pmhfkfeAtAbS8U3IQT1gd3yQ94A0Jmggie36ewW9/ZTiWRzHYdKkSdZuCXMch8mTJ0unIYYJ+ktroPFlPSA9fhNyMCG+dB2QRHr+TcB2DyiKEl1srynaV+Q9IK2BdHwTclAP2B0/nIP2Ant7ge36ewndqaF4Ft0S53Ls2DGrxy+tv7QGGl9+a7T0f4PSOZgQX7oOSCI9/yZguwcURYkuttcU7SvyHpDWQDq+CTmoB+yOH85Be4G9vcB2/b3E/8/evcfHcZf34v/M6mrrtlpbjh1sEq8CmEBAWUl2ElpC4hUkMTS0SHLP75xiQ5AEcaBtAAlzKQ0UjAQttDgFyaE459Bzamlp4jYWAa+5N7EtaREkFAPRmtwdK5ZWN1vXnd8fm1lrrYtX0u4+39nv5/165QWelfQ8M8+jmfnqu99ZTmqQrU1OTkqnIOrChQvSKYhSof7SNdA9vnQPSO+/CjlIx5fuAWnSx18FuvcAESWW7ucUXlfke0C6BtLxVciBPaB3fEC+B6SpUANJutffLvj4KbItwzBQVFSk7ZIwwzCwZs0a6TTEqFB/6RowvmwPSO+/CjmoEF/6PCBJ+virQPceIKLE0v2cwuuKfA9I10A6vgo5sAf0jm/lwGuBvtcC3etvJ1ypQbbFJXEmRkdHtd5/6fpL14Dx5ZdGS/8OSuegQnzp84Ak6eOvAt17gIgSS/dzCq8r8j0gXQPp+CrkwB7QO76VA68F+l4LdK+/nXBSg2xtenpaOgVRU1NT0imIUqH+0jXQPb50D0jvvwo5SMeX7gFp0sdfBbr3ABEllu7nFF5X5HtAugbS8VXIgT2gd3xAvgekqVADSbrX3y74+CmyLcMwUFhYqO2SMMMwUFxcLJ2GGBXqL10DxpftAen9VyEHFeJLnwckSR9/FejeA0SUWLqfU3hdke8B6RpIx1chB/aA3vGtHHgt0PdaoHv97YQrNci2TNPE2NiYtkvCTNPEyMiI1vsvXX/pGjC+bA9I778KOagQX/o8IEn6+KtA9x4gosTS/ZzC64p8D0jXQDq+CjmwB/SOb+XAa4G+1wLd628nXKlBthYOh6VTEDUzMyOdgigV6i9dA93jS/eA9P6rkIN0fOkekCZ9/FWgew/Q8vn9fgBAKBRCV1cXdu7cCY/HAwAIBoPw+Xxwu90IBoOor6+H0+lc0WtkD7qfU3hdke8B6RpIx1chB/aA3vEB+R6QpkINJOlef7vgpAbZlmEYKCgo0HZJmGEYWg+SVai/dA0YX7YHpPdfhRxUiC99HpAkffxVoHsP0MrU1NTg2LFj8Hq9GBgYQE1NDfr6+qKv9fT0AIhMVNTV1aGjo2NFr5H6dD+n8Loi3wPSNZCOr0IO7AG941s58FrglE5DjO71txM+fopsyzRNjI6OarskzDRNDA8Pa73/0vWXrgHjy/aA9P6rkIMK8aXPA5Kkj78KdO8BWpmOjo7oygwAMastZnO73dFVHct9jexB93MKryvyPSBdA+n4KuTAHtA7vpUDrwX6Xgt0r7+dcFKDiIiIiIi04/V6o/+/o6MDDQ0NACKPpXK5XDFf63K5EAgElv0aERERERElDh8/RbZlGAby8/O1XRJmGAYKCwul0xCjQv2la8D4sj0gvf8q5KBCfOnzgCTp468C3XuAVi4QCODQoUOoqqpCfX09gMhnbMxnYGBg2a/NZ2JiAhMTE9F/Dw8PA4g8x5nPcpZhmiby8vJgmqa2NcjPz4dpmtq+Q1WFHpCugXR86RzYA4yvQg9Ik66BJNZfXrzHnZMay2T9YluDD0q9mZkZvPjii8jJyUFGRoZ0OilnmiaGhoZQVFSk5R9zVKi/dA10jy/dA9L7r0IO0vGle0Ca9PFXge49oALrXtiug16PxwO3242mpib4fD5UV1cv+LULTVos97V9+/bhvvvum7P99OnTyM/PX/DnUfLMzMzgzJkzGBoa0vKcYpomxsbGkJeXp/V1RbIHpGsgHV+FHNgDescH5HtAmgo1kKR7/VUwOjoK4PLjC05qLNPIyAgAYNOmTcKZEBERERHJGhkZQVFRkXQaaGtri37Y93yqqqpiHjsFRD5Lo6amBlVVVRgcHITT6ZyzumJgYABOp3PZr81n7969uPfee6P/fv7553HttdfGfM4HEREREZGOLje+MEy7vq1KWDgcxgsvvICCggItZy5VMDw8jE2bNuHZZ5/V/vEbOmL9iT1A7AFiD8gzTRMjIyO48sor4XDY5+P6/H4/ampqMDg4CCDyId+lpaXo6emJTnL09PREv764uBinT5/GwMDAsl5baGJjNo4v5PGcQuwBYg8Qe0BvrL+8eMcXXKmxTA6HAxs3bpROgwAUFhbyRKMx1p/YA8QeIPaALBVWaCyVy+WKWbERCATgdDrnXSURDAZRUVERXY2xnNfiwfGFOnhOIfYAsQeIPaA31l9WPOMLTmoQEREREZFWPB4Pdu7ciba2NgDA0aNHY1ZYdHR0oKmpCZWVlejq6kJHR8eKXyMiIiIiosTg46fItoaHh1FUVIShoSHOnmqI9Sf2ALEHiD1ARInEcwqxB4g9QOwBvbH+9mGfB98SXSInJwef/exnkZOTI50KCWD9iT1A7AFiDxBRIvGcQuwBYg8Qe0BvrL99cKUGERERERERERERERHZAldqEBERERERERERERGRLXBSg4iIiIiIiIiIiIiIbCFTOgGiRGtqasLevXvhdDqlU6EUCgQC8Pv9AICuri4cOHCAPZDGgsEgfD4f3G43gsEg6uvrWW/N8HeeLLzuE1Gy8TyjJ95r6IXjC+LvPM3Ga7/6+JkalFYCgQDKy8sxODjIE49mWlpa0NjYGP3/hw4dQk9Pj3BWlCzl5eXR+gaDQTQ1NaGjo0M4K0ol/s4TwOs+ESUfzzP64r2GXji+IP7Ok4XXfnvg46corQSDQbjdbuk0KMUCgQD27dsX/Xd1dTUCgQCCwaBgVpQsl9bV7XZH31FDeuDvPFl43SeiZON5Rk+819ALxxfE33majdd+e+CkBqUNn8+H6upq6TRIgMfjwYEDB6L/DoVCAACXyyWUESWT3++fU1uXy4VAICCUEaUaf+cJ4HWfiJKP5xl98V5DLxxfEH/nycJrv31wUoPSQigU4pIwzc2+6Bw6dAher5c9kaasG8xLDQwMpDYREsXfeb3xuk9EycbzDPFeQx8cXxDA33nitd9uOKlBaaG9vR1er1c6DVJAKBSCz+fj8081tNBghNIbf+f1xOs+ESUbzzNk4b2Gvji+0BN/5/XFa7+9ZEonQLSQtrY29PX1Lfh6VVUVvF4v/H4/amtrU5gZpUq8PTBbU1MTjh49ytn1NOZ0Oue8a2pgYIA11xR/5/XD6z4RLRfHF8TxBc2H4wuajb/zeuK1334M0zRN6SSIVsLv98d8eFNDQwMaGxuxc+dOeDwewcwo1VpaWlBdXQ232x19Vw1vRNJPMBhETU0Nenp6otuKi4tx+vRp1lsz/J3XE6/7RJRsPM+QhfcaeuD4giz8ndcXr/32w0kNSjuGYaCvrw9ut1s6FUohn88Hp9MJr9eLUCiE9vZ21NfXS6dFSVJeXh4ddASDQTQ0NODo0aPCWVEq8XeeLLzuE1Gy8TyjJ95r6IXjC+LvPM3Ga7/6OKlBaSMUCqGtrQ1NTU2or69HQ0MDZ1M1EQwGUVpaGrPN6XRicHBQKCNKtmAwiNbWVlRWVqKrqwt79+7lO2g0wt95AnjdJ6Lk43lGX7zX0A/HF3rj7zxZeO23D05qEBERERERERERERGRLTikEyAiIiIiIiIiIiIiIooHJzWIiIiIiIiIiIiIiMgWOKlBRERERERERERERES2wEkNIiIiIiIiIiIiIiKyBU5qEBERERERERERERGRLXBSg4iIiIiIiIiIiIiIbIGTGkRERJfw+/1pFYeIiIiIiORwfEFElFic1CAi0khTUxMMw0BpaSlKS0tRXFyM8vLyJd/8lpeXw+fzLfjvy31vcXHxkuItN6/laGhoQCgUWvD1pqYmNDQ0rCiGJRAIoKWlJSE/i4iIiIgo1Ti+uDyOL4iIEo+TGkREmvF4POjr60NfXx8GBwdx4MAB1NTUrPhmPR7BYBChUAihUEjJdxH5fD4Eg0FUV1enJF5jYyMOHTqEQCCQknhERERERInG8cXCOL4gIkoOTmoQEWnO4/GgubkZTU1NSY/V2tqK6upqeL1edHR0JD3eUjU1NaG5uTmlMRsaGlJy7ImIiIiIUoHji4s4viAiSg5OahARUcr4fD7s3LkTDQ0NaGtrk04nRiAQwMDAADweT0rj1tbWwu/3L7oknYiIiIiI5uL4Yi6OL4hIB5zUICLSWCgUgs/nm/MOolAohJqaGhQXF6O0tDQhAwRrCbTH44kuv750SXpVVRXa2tpQVVUFwzBQVVUVczMeDAZRXl6O0tJSNDQ0oKqqCqWlpQsuNQ+FQqiqqoo+2zcYDC6Yn9/vR0VFxZztVszi4mLU1NTM+RmLxYgnX6fTCY/Hg/b29gVzIyIiIiKyA44vLuL4gogoeTipQUSkmUAggOLi4uh/+/btQ0dHR8xzXsvLy1FZWYnBwUH09PSgtbV1xQMPa2m4xev1orW1NeZrBgYG0NzcjI6ODgwODiIYDMbErampwd69e9HX1wfg4vN7vV7vvDG3b9+OqqoqDA4Oorm5GTU1NQvm19XVhaqqqjnby8vLUVFREX0+8KXPp10sRrz5VlRURL+GiIiIiMhOOL6YH8cXRETJw0kNIiLNeDweDA4OYnBwEI2NjQAQcxNsvbvJes3pdOLAgQMrfi5re3s7du7cGf13Q0PDvMuivV4vnE4nnE4nvF5vzM14IBCIDlyqqqoW/QA8v9+PYDAYs48ul2vBd1MFg0E4nc45PwNAdHBk5RRvjHjzdTqdi77Li4iIiIhIVRxfcHxBRJRqmdIJEBGRnObmZhQXF8Pn80VvjoPB4JznvrrdboRCIYRCoTk35vHw+XzRJeeXam9vR319ffTf5eXlC/4cr9cbzfXo0aOLPp82GAwiFAqhtLQ0ZvtSni0bDAbhdruXHWMp+RIRERER2R3HF4vj+IKIKDG4UoOISHPNzc2oq6uL/tvtds95x093d3f03U3LcejQITQ3N6Ovry/mv/r6+jlLxC+ntbUVxcXF0aXkC3G5XNHl2LP/W8qNv9vtXvQdTvHEWEq+RERERER2x/HFwji+ICJKDE5qEBFprr6+Hi6XK7r823pHlfXvYDCIhoYG7N27d1k/3/qwwNnvlrLU1NQgEAjEvTQ6GAyitbUVp0+fxoEDBxb92urqaoRCoZhn5lrv6JqP2+2e89xZayl4S0tLNP7sD9y7XIx4851vaToRERERkR1xfBHB8QURUfJwUoOIiNDa2oqWlpbozXJPTw+CwSCKi4tRVVWFhoaG6HNdl6q9vT36HNtLWdvjfTeV0+lEaWlpzAcRWs/onU9PTw+OHj2K4uJilJaW4ujRowve3FdWVs77TNpjx45F3w3V3NyM2tramJ+xWIx48/X7/fN+iCARERERkR1xfMHxBRFRMhmmaZrSSRAREV1OW1sbOjo6cPTo0eg262Y9EZeyUCiE4uLihPwsIP58Ex2XiIiIiIguj+MLIiL74koNIiKyjYGBgTnLuxO1rNrpdEY/eC9R4sm3ra1t3qXzRERERESUXBxfEBHZU6Z0AkRERPGwbszLy8sxMDAAILK8vKenJ2ExWltbUVVVFX3u70rEk28oFEJra2tC94GIiIiIiC6P4wsiIvvi46eIiIhmaWtrQ09PT9zP4V2JmpoaNDQ0RD8wkIiIiIiI0gvHF0REicdJDSIiIiIiIiIiIiIisgV+pgYREREREREREREREdkCJzWIiIiIiIiIiIiIiMgWOKlBRERERERERERERES2wEkNIiIiIiIiIiIiIiKyBU5qEBERERERERERERGRLXBSg4iIiIiIiIiIiIiIbIGTGkREREREREREREREZAuc1CAiIiIiIiIiIiIiIlvgpAYREREREREREREREdkCJzWIiIiIiIiIiIiIiMgWOKlBRERERERERERERES2wEkNIiIiIiIiIiIiIiKyBU5qEBERERERERERERGRLXBSg4iIiIiIiIiIiIiIbIGTGkREpIRAIIBQKCSdBtGy+P1+6RSIiIiIaBaOL8jOOL4gWhwnNYgoLg0NDSguLoZhGCgtLUVDQwOCwWBSYzY1NaG4uHjB10pLS+P6OeXl5WhoaIg7blVVFVpaWuL+elo5v9+Pffv2wel0pjz2Yn2msqamJhiGYaub3ZaWFhiGgeLi4pjzSVNTk/IDzssd72AwuKTzDBERke44vqBk4vhi6Ti+SC2OL4hWhpMaRLSoYDCI0tJSBINBdHR0YHBwEK2trRgYGIDP55NOLy579+5FTU2NdBoJ4/P5UFVVNWd7TU0NDMOI+W++r1NNMBhETU0NDhw4IJ1KyiSihm1tbXC73ejo6Eh2ugnldDoxODiIwcFBmKaJo0ePIhgMory8PGkDj1Qc7/r6enR3d6OtrS2huRMREaUbji/UEQqFUFNTg+Li4ugfguez0L2Uqji+uIjji1BSYnJ8QSSPkxpEtKiamhq43W4cPXoUXq8XTqcTXq8XHR0daGxslE4vLtXV1fB6vQn7eX6/P+53cSWS9Y6fpqamBd/F1tjYCNM0o/8dPXo0xVkuXXNzM+rr60XeRZVqiaphIBCAy+VCU1MT2tvbk512Ulk38gMDAwnfl1Qf7+bmZjQ3NycsfyIionTE8cVcUuOLuro6VFVV4fTp02htbYXP54uZrInnXkpFHF/E4vgicTi+IFIHJzWIaEE+nw+BQACtra3SqRAiNzSDg4MLvoMKANasWZPCjFYuFAqhra0NO3fulE4lJRJVw9bWVni9Xni9XoRCIVstEU+lVB9v648bdnmXKRERUapxfKGOYDCIUCgU/eO/1+uNTmxY726P515KNRxfzMXxReJwfEGkDk5qENGCDh06BI/HA7fbfdmv9fl8KC8vjz7D8tKLbkNDA5qamqLPzi0uLk74hdn62aWlpTFLNKuqqmJuOmYvsy4vL48+P7e8vDz6NefOnYv5edZNRk1NDaqqqhAMBqPLSVV/Vufl1NTUoKWlZc7+Wu8YMwxjzvL65XzPfLq7u+F0OuHxeOa81tLSEv1Z5eXl0RpcWs9AIADDMGJya2trQ1tb25zazbfdjtrb26PvcnS73Sv+w4DksbYeD+ByuVBfX7+i/UiWpRxvj8djixVSREREEji+UGd8Md89TUVFBYDIPfpKcHxhPxxfpBbHF0Qrx0kNIlpQMBiM3thezsDAAA4cOADTNNHa2oqamhoEAoGYn9XW1oaamhqcPn0atbW1qKmpuewy5lAoNOeZlIZhzPmgPetnnT59GkePHkVTU1NM/NmamprgcrkwODiIhoYG+Hw+9PX1oaenJ/o1LS0t0Vw9Hk/0A7o6OjrQ0dEBt9sdXU6q0rLmo0ePorS0FMXFxXF/qFgoFEJTU1PM/tbU1KC1tRU9PT3o6emBz+eLGcgt53sWyne+QW1DQwMOHToUfc5yc3Nz3IO7UCiE1tbW6FJd690tC21XzeVq6Pf7EQqFovlXV1evaACf6mN96e90aWkp3G53zO9fKiX6eFdVVdl6QEtERJRMHF+oNb649D7cmsyIt0YL4fhCLRxfpBbHF0SpkSmdABGpKxQKxX1DPfsdEF6vF263G36/P+YdMvX19dELd2trK/x+f/TGZCHWh35dqqmpKXrhDwaD8Pl8GBwchNPphNPpRHNzc/SdYJdqb2/HsWPHojk1NDQgGAzG3Px6PJ5org0NDSv6YLx4JxfKy8tX/E6S7u5uHDt2DG63G9u3b0dNTU1cH/R26f76fD40NDRE3+Xk8XjQ19e34u+51KXHHbi4ZLyvry/62lIHCNYA9NL+XWj75ahUQ2upsmXnzp1oaWmBz+dDdXX1kmJJHOvZv9OBQADl5eXYu3dvzNfZ+Xi7XC4MDAysKCciIqJ0xfGF2uOL5uZmNDY2JmRSheOLxdn5fncxHF9wfEGUKpzUIKIFud3uOe9Gqqmpid7se73emGWQbW1tOHr0KILBYFwfJOf1ehPygXNWjps3b47ZvpR3GLlcrgW/99LXlipVzwxubm6Gy+WK3rw1NzejqqoqrsHjfPs7e5vb7Z7z7prlfM+lQqHQnEGH3++H0+mM67EEC7E+dDLe7ZejUg19Pl9MPh6PB06nE62trUsedEgfa2vg2tTUFLNPdj7eTqfT9o+kIyIiShaOL+Z/bamSca9UU1MDj8eTsA8l5vhicXa+312M9LHm+IJIH3z8FBEtyFrmOPsC2tHRAdM00djYGPO15eXl6OjoQENDA3p6euZ9B1MyeTweDA4Oxvy30HMnvV4v9u3bByCyDNy6iZhNpUdKxcvtdsfkbd1IxjOwm29/L3cMlvM9K/36eC10E72Sm+ulsJ7/vNDjDBZyuRpaA/6mpqbos6OLi4ujHy4ncbO70mPd3NyMtra2Ff0BQqfjTUREZGccX6jJerZ/oiY0AI4vEk2n+12OL4goHlypQUQLamxsRGtr65x3OVwqGAwiEAjANM0l/Xy/3x/3MtDFeDweBAKBuJezW19nPWvTWiqeLKla6nrpUmvrHWaputFejvmW0no8HoRCoXmXjs8nFUtxl1rD5T6/9XI1tN69c+kjxaxl1u3t7UvqIRWO9ex3U1n7ZefjHQwGlf6jBRERkSSOLxIjkeML64PKVf1A5aXi+CIWxxccXxClK05qENGiOjo6sH37dgwMDGDv3r1wu91zln9bS4Pb2tpQX18Pn8+HQCCAnTt3xvystrY27Ny5E263G3V1dQgGgwm5eXa73aivr49+kJzb7YbP50MwGJzzji8gclNgfcAYsPR381jHIBQKobu7G263e9EbtlQsdQ0GgygvL8eBAwdQXV2NYDCIpqYm1NfXK30DVFpaGv1AQsvsenZ0dMDlcsHv96OrqwvNzc0xjy2w9jPZVKih9e6d+d4haD1juLW1Nfo7Zf0xYLEl46oc6+bmZpSXlyMQCET3I9kSfbwtoVBoxR+uSURElM44vpg/nsT4oqamBpWVlaitrY15h7jK44fL4fjiIo4vOL4gSmd8/BQRLcrj8eD06dNwuVyoq6tDcXExampqACB6A+J0OtHY2IiGhgYUFxfj6NGj8z7v0lqWvXnzZgSDQfT09CTshrm1tRUejwfl5eUoLi6e8+Fbs7ndbtTU1KC0tBSlpaUwDCO6T/Gwbjg2b96c0CXal9PW1gbDMKIfPGgYBkpLSwFE9qmjowP79u2DYRioqqpCQ0NDyp4dulxer3fOc5WBix+eVlVVFa2nNYhtaGhAd3c3iouL0dDQgIaGhhWvRgmFQjHLi63/Er38dyU1bG9vh9vtXrCvGxoaou8oBCLvVKyrq7tsTqk+1vOZ/W6qRErl8bYcPXo05Y/HICIishOOL+aSGF9YH4Z+6WNwiouL4ff7ASx+L6Uqji84vgA4viDSgWEudT0nEdEyVFVVJfSD55bL5/Ohrq4Op0+fjg54AoEAtm/fjubm5rRZdm0nxcXF6OjoWPDmjpYnFAqhpqZmwWc/U3IYhiHy3G8iIiLdcHxBC+H4Ijk4vpDB8QXR/LhSg4i00tXVNeddXh6PB7W1tct+biatzN69e8UHo+nI7/cv6R2CtHI+nw9er5cDDiIiIo1wfKEeji+Sg+OL1OP4gmhhnNQgIq3s3LkTfr8fPp8vuqzT5/Ohvb2dN2hCGhsbo89npcSprq7mOwNTrKmpiQNoIiIizXB8oR6OL5KD44vU4/iCaGGc1CAirXg8HnR0dKC1tRWbN29GcXEx9u3bhwMHDnB5sqCenh7U1dUl/BmzRKlSU1OD5uZmvouKiIhIMxxfqInjC7I7ji+IFsfP1CAiIiIiIiIiIiIiIlvgSg0iIiIiIiIiIiIiIrIFTmoQEREREREREREREZEtZEonYFfhcBgvvPACCgoKYBiGdDpERERERClnmiZGRkZw5ZVXwuHg+6VWguMLIiIiItJdvOMLTmos0wsvvIBNmzZJp0FEREREJO7ZZ5/Fxo0bpdOwNY4viIiIiIgiLje+4KTGMhUUFACIHODCwkLhbPQ0MzOD3//+93jNa16DjIwM6XRSzjRNvPzyy1i7dq2W7+ZTof7SNdA9vnQPSO+/CjlIx5fuAWnSx18FuveACoaHh7Fp06bovTEtH8cX8nQ/p/C6It8D0jWQjq9CDuwBveMD8j0gTYUaSNK9/iqId3xhmKZppiinFQsEAqirq0NPT0/M9mAwCJ/PB7fbjWAwiPr6ejidzhW9djnDw8MoKirC0NAQBx1CwuEwzp49i3Xr1vFxBxpi/Yk9QOwBYg/I4z1x4vBYyuM5hdgDxB4g9oDeWH958d4T22alhjX5EAgE5rxWU1MTnegIBoOoq6tDR0fHil4j9ZmmiYmJCdhoXi6hTNPE+Pg4cnNztZw9V6H+0jVgfNkekN5/FXJQIb70eUCS9PFXge49QESJpfs5hdcV+R6QroF0fBVyYA/oHd/KgdcCfa8FutffTmwz5VRdXQ2PxzNnezAYjPm32+2G3+9f0WtkH+fPn5dOQdTY2Jh0CqJUqL90DXSPL90D0vuvQg7S8aV7QJr08VeB7j1ARIml+zmF1xX5HpCugXR8FXJgD+gdH5DvAWkq1ECS7vW3C9tMaizE7/fD5XLFbHO5XAgEAst+jezBMAwUFxdrOXMMRPZf12ccAmrUX7oGjC/bA9L7r0IOKsSXPg9Ikj7+KtC9B4gosXQ/p/C6It8D0jWQjq9CDuwBveNbOfBaoO+1QPf624ltHj+1kFAoNO/2gYGBZb82n4mJCUxMTET/PTw8DCDyrLVwOLxgfjMzM5iamlrwdVq+mZkZjI6OIi8vT8sP71nJksDs7GzbPxtwZmYGFy5cwMzMjFgOpmniwoULWLVqldjSXJ3jS/eA9P6rkIN0fOkekCZ9/FWgew+oYLH7YEoOji+SxxpfFBQUcHyxxOtKVlZWWhwz69oq+eghne/tVMiBPaB3/Nk56Pr4IRVqIEn3+tuJ7Sc1FrLQpMVyX9u3bx/uu+++Odv7+/sxPj4+Z7tpmhgdHcX4+LiWJ4FUME0z+scMXY9xOBxe9uREcXGxrQceMzMz6O/vR3Z2tth+mKaJ4eFhFBYWit3w6Rxfugek91+FHKTjS/eANOnjrwLde0AFIyMj0ilowzRNnDlzZtGxDK2MaZqYnp7G008/rfV5dbnnU6fTifXr19v+2E1OTorGt/6YqGt8FXJgD+gdH5DvAWkq1ECS7vW3C9tPajidzjmrKwYGBuB0Opf92nz27t2Le++9N/rv4eFhbNq0CSUlJfN+EvuZM2cwPT2NDRs2YPXq1ba/sVPV1NQUsrKypNOwlXA4jBdeeAFTU1O2HnRYEzolJSWiq06uuOIKsdi6x1ehB6SPvwo56N4D0qTrL409IC83N1c6BW1YExrr1q3j+CJJrEmNzMxMHt8lME0T58+fx9mzZwEAGzZsEM5o+QzDQFFRkeijd9asWSMSW4X4KuTAHtA7vpWDZA9IU6EGknSvv53YflLD6/WitbV1zvaKigq43e5lvTafnJwc5OTkzNnucDjmDKJnZmYwNDSEdevWaX0iSDbTNOFwOJCdna3lycY0zegfc5a6/+vWrcMLL7yAcDhs20kha0mgYRhif8gyTRNjY2PIy8sTe5e87vEle0B6/1XIQYX40ucBSdLHXwW694AKeNxTY2ZmJjqhwfFF8pimicnJSY4vljG+sN7Re/bsWaxbt862q+esCRrJRw9J31tJ31tI58Ae0Du+lYNkD0hToQaSdK+/ndhyUiMUCkVXVLjd7pjXgsEgKioqoqsxlvPaSlnPuF29evWKfxYtTveTzHL3Pzs7G0BkgGzXSQ0AmJ6elk5B/JnWuseX7gHp/VchB+n40j0gTfr4q0D3HiA9cHyROhxfLH//rf6cmpqy7aQGIH9dkb62S8dXIQf2gN7xAfkekKZCDSTpXn+7sM2kht/vx9GjRwFEPt+isrIS1dXVAICOjg40NTWhsrISXV1d6OjoiH7fcl9LBB1nNFPNzjfLSxUIBODxeKL/NgwDmZnL+xVOh940DEP8OfKGYaC4uJjxBeNL9oD0/quQgwrxpc8DkqSPvwp07wHSD3s9+XQaXwCxY4yVjC+s77c76euK9LVdOr4KObAH9I5v5aDz/aUKNZCke/3txDbrxb1eL5qbm2GaJpqbm6MTGkBktYa1rbm5OWa1xXJf001NTQ2Ki4tRXl6O8vJylJaWoqGhQTqty5qZmYnr6+bbv6ampri+t7i4GMFgcCVpJkR5eTkCgUD039YHpV/6bipV8k02a0mk5LvpTNPEyMiI6NJk3eNL9oD0/quQgwrxpc8DkqSPvwp07wEi1dlxjBHv+AJIvzHGQuMLQJ18k036uiJ9bZeOr0IO7AG941s56Hx/qUINJOlefzuxzaQGJV99fT16enrQ09ODvr4+OJ1OlJaWSqe1oJaWFtx000245ppr4ho8XLp/wWBQ+UHVbKZpxqzUsLbpLBwOS6ewpIEv4yeedA9I778KOUjHl+4BadLHXwW69wCR6uw2xvj7v/97VFRUxD1BkW5jDN3HF4D8dUX62i4dX4Uc2AN6xwfke0CaCjWQpHv97YKTGrSg5uZmuN3uuN9tlEoNDQ04d+4cTpw4gaeeegrNzc1L/hnNzc1ob29PQnapYS0P13VJnGEYKCgoEH/8lNPpFF2arHt8yR6Q3n8VclAhvvR5QJL08VeB7j1AZEeqjzEGBwfR3d2Nvr4+7cYYuo8vAPnrivS1XTq+CjmwB/SOb+Wg8/2lCjWQpHv97YSTGrSopqYmtLW1Rf8dDAbnXVrt9/tRWlqK8vJyNDQ0oKqqKvq6taS5pqYGLS0ti/6chbbPFgwG0d7ejjVr1mDbtm245pprYh7LFK9QKBTzM6uqqlBaWoqqqqqY1ywNDQ3R/K3vt54zWFpaira2NlRVVaG4uBg+ny+un33p97W1taGtrQ3l5eUoLi6G3++Pfu3sJd9NTU0oLS1FaWkpGhsbl7zv6cA0TYyOjoovSx0eHhZdmqt7fMkekN5/FXJQIb70eUCS9PFXge49QGRXqo4xOjo6UFxcHF2podsYo7GxMTrGUHHSKRWkryvS13bp+CrkwB7QO76Vg873lyrUQJLu9bcT23xQuK1NjAIDgs8fdbmBnPxlfWtFRQVCoRBCoRCcTifKy8tx7NgxeDwe1NTUwO/3w+v1oqamBqdPnwYAbN68GadPn45+RkkoFEJNTU3MZ6Es9HMW2j5bIBBAKBSC2+3GY489hgcffBA1NTXo6+uLe7+sAdDevXvn5OP3+1FeXj7n5zU0NKCmpiY6idDe3o7a2loAwMDAAI4ePYqjR4/C5/Ohqalp3n299Gdf+n3Wcerp6UFLSwtaW1vn7D8AVFZW4ktf+hLC4TDWrl2Lt7/97fN+HRERERGlKY4xkjLG2Lx5M7q7u3HgwAEtxxj79u2Dw+GAy+VCVVUVxxhERESkJE5qpMJAEPiPD8vF/5OvAxvetOIf4/P5UFFREX3m6t69e9Ha2oqKigq4XK7oAKOiogLBYDDm2awNDQ3RG/CFfk4oFJp3+6U30gMDA3A6naiursb09DTq6+vxiU98AsFgEG63e8H829raou9Kcrlc0QFQW1sbvF5vNK7X64XT6Zwz2LFeDwQC8Hg8aG1txYEDB6Kv79y5M/r91rud4vnZs78PQPQ4WTHmY31NRkYGamtrEQgEtBtwGIaB/Px88WWphYWFjC8YX7IHpPdfhRxUiC99HpAkffxVoHsPkOY4xkjKGKOmpgZA5LMympqatBpjWPsOgGMMTe8vpeOrkAN7QO/4Vg4631+qUANJutffTjipQYuybpydTieCwWB06bbFuoEGEH2n1Xw3/rNvhhf6OQttv5TL5Yr+/JmZGWRmZsLlcl12wFFfXz/vc3H7+vrmfJ/b7Y7u+2wNDQ1obW1Fc3MzQqFQzKBqvtjx/Gzrdes4Wv92uVwL7ksoFEJrayueeuop/PCHP4x+r05M08TIyAhKSkpEcxgaGkJRUZHIBY/xZXtAev9VyEGF+NLnAUnSx18FuvcAkV2pPMawxhfWNp3GGIODg2htbUUwGMSxY8c4xhCKL31vJX1vIZ0De0Dv+FYOOt9fqlADSbrX3044qUGL2rdvH+rr6wFEboi9Xu+87+xxOp3Yvn07QqEQmpub59wAz/73Qj/HesfRQu8csng8njmDgYGBgUUHG4spLS3F0aNHY7YtNHipr69HeXk52tvbo+92ssx30x/Pz17qYMF6fu6XvvQlfOADH4gub9eRwyH/sUAZGRmML0i6B6T3X4UcpONL94A06eOvAt17gMiOOMaIpdIYY9++fWhoaMAnPvGJJX1/OpG+rkhf26Xjq5ADe0Dv+IB8D0hToQaSdK+/XXBSIxVc7sjybMn4y9DS0oJAIICenh4AkSXIzc3N0aXRoVAI3d3d8Hq9cLlcc26sF7LQz1ns58/mdrtRUVGBtrY2vP/970dbWxvcbveyBxy1tbVoamqKxvX5fAiFQvO+g8vpdEaXbHd0dCT0Z8crGAzGLI3v6enRblk4EFkSmJeXJ/74qYKCAsYXjC/ZA9L7r0IOKsSXPg9Ikj7+KtC9BzB1AXiiA3jz/wdk8LZeOxxjxEjUGOPb3/42PvjBD2o7xrA+z2O+Y6QD6euK9LVdOr4KObAH9I5v5aDz/aUKNZBki/qHw4A5AzgyAZXzTDKOflIhJz8hz5tNttnPg7Vuint6eqLv8nE6nejo6EBdXV10Gbi11DoYDEZ/4Z1O54LLsBf7OYv9/Et1dHREP/CutLQUx44dW/Z+O51OHDt2DHV1dQgGg6ioqFh08NTQ0ICmpqa4BjhL/dnxsAYXxcXF2L59O9xuN9asWbOin2lHpmlieHhY/PFTVq9KLc3VPb5kD0jvvwo5qBBf+jwgSfr4q0DrHhh8Gjj6N8DgH4CJEeDGPdIZUapxjBEjEWMMa6XEV77yFbjdbm3HGF6vl2MMTe8vpeOrkAN7QO/4Vg7a3l9CjRpIEqu/aQLnzwGhZyL/DT0X+feFAeDCIHAhBMxMRv4Lz0S+x3AAWasu/pdXAuSvB/LXAQXrAVcpUHw1kJmd2n1JEcM0TVM6CTsaHh5GUVERhoaG5nyAzvj4OE6fPo3NmzcjNzdXKMPUaWlpQV9fX3RJdygUwvbt27F37945y6cTyTRNTE5OIjs7O6UnWp/Ph2AwiMbGxpTFnI9pmgiHw3A4HEve/3To0ZmZGTz99NO46qqrxJZGmqaJsbExsVl83eNL94D0/quQg3R86R6QJn38VaBtDzx1DPjplyMrNSxVnwPcN6c8lcXuiWlpOL6IJTHGkBpfAGqMMVYyvgDSo0+lryvS13bp+CrkwB7QOz4g3wPSVKiBpJTV//wAcPY3wNn/BvpPAf2/jbxRKdEcmZGJjZItwKs8wKvKgVXOxMdJoHjHF1ypQQnndDoX/QC6RJJ4zl28y8KTzTAMLS+wFsMwsHr1avHHT+Xn5zO+YHzJHpDefxVyUCG+9HlAkvTxV4F2PTAzBRz/Z+DJf4/dnlcCrNbvHdWkl1SNMaSeo63CGEP38QUgf12RvrZLx1chB/aA3vGtHLS6v7yECjWQlLT6T40DZ34FPNcNPN8NnOtL7M9fSHgaOPdU5L9Tj0QeV7X2tcDGSqD0VmBNaWrySAJOatCKNTY2oqmpCaWlpXA6nQiFQmhoaEjqKg3LzMwMMjNT08ZtbW1obW3Fzp07l/zBe8lgmiZmZmaQkZGh5cXWNE0MDQ2JP35qYGAALpdL7F0suseX7AHp/VchBxXiS58HJEkffxVo1QMjLwH+v428m2u2jRXArZ8GVhWLpJXOZj8yqaurCzt37oTH4wEQeSySz+eD2+1GMBhEfX199P5wsdcoflJjjFSOLwC1xhi6jy8A+euK9LVdOr4KObAH9I5v5aDN/eU8VKiBpITWf3IMePpx4PRPgGdPANMT8X9v1iog/4rIPb71X9aqyMqLjCzAyABmJiKTJdMXgIlRYPQlYPQsMNYPmOGFdjCyKqT/t8AvvhP5jLTXVAHXeCOPrbIRTmpQQjQ3Ny/4bNpkSuUJtr6+HvX19SmLFw8dLzCzZWfLPxdw1apVjC9Iugek91+FHKTjS/eANOnjrwIteuCZE8CP/g4YH764zTAAz67If0LvLE93NTU1OHbsGLxeLwYGBlBTU4O+vr7oa9YHXQeDQdTV1UXfZb/Ya7Q0EmOMVN9fqzbG0H18AchfV6Sv7dLxVciBPaB3fEC+B6SpUANJK6r/zBTwzOPA774fmciYmVr86w1H5PFQ614PrH0N4Hw1UPRqIG/t8j8EPDwDDD8PvPz7V/77HfDSr4Hp8blfOxAETrQCJw8AV/8R8KadwBVvsMUHkHNSg2xNanm4CnRfHm4YBlatWiX++KnVq1czvmB8yR6Q3n8VclAhvvR5QJL08VdB2vdAeAbo+hbQ+6+x23MLgVs+Dbx6m0xemujo6IiuzAAQsxJjNrfbHV3VsdhrZA8cX+g7vgDkryvS13bp+CrkwB7QO76VQ1rfX16GCjWQtOz6n+sDTh0Bnjoa+0akOQEcQMnrIp9t8aryyGddZCf4eDsyIpMjzlcD12yPbJueBF56MvL4q2dPRB5HNZsZBk7/NPLfutcD19UAm28GMtSdOtD3jo3SwvT0tHQKYkzTxNTUFEzTlE5FhGmaGBwcFN1/0zTx8ssvi+XA+LI9IL3/KuSgQnzp84Ak6eOvgrTugbGXgUf+eu6ExrprgT97gBMaKeD1eqP/v6OjAw0NDQAij6W69LMdXC4XAoHAoq+RPXB8oe/4ApC/rkhf26Xjq5ADe0Dv+FYOaXt/GQcVaiBpSfWfmQb6fgj8x4cB3/uBJ787/4RG1urI51d4Pwu89zDwp98EttZFPrg70RMaC8nMjsTbVg9Ufwuo/d+A5y+Agg1zv/bsb4BjnwN87wPCCzzGSgHqTrcQxUHnd1IB0P6dVCq8eyAvL4/xBUn3gPT+q5CDdHzpHpAmffxVkJY98Fw38MPPAxdCsduvqwa2fTDyHF1KiUAggEOHDqGqqir6iKBQKDTv1w4MDCz62qUmJiYwMXHx2crDw5FBcDgcRviSAWQ4HIZpmtH/KDlM04TD4dD6GFvjq+UcA6s/5+thuwiHw1i1ahXC4bDY5wnoHF+FHNgDescH5HtAmgo1kBRX/SdHgf8+DOPXDwHnz83/NRlZwNV/DLP01siHcmfMeqSVCtfIok1A+fsBz/uAF38J40kf8Mxjkc/ceIV55SsrllOcb7z3EJzUIFvTeVLDMAwtLzAWwzCQk5Mj/vgpyWdNMr5sD0jvvwo5qBBf+jwgSfr4qyDteiAcBgIHgcD/jhlQIDsPuLkJcN8slpquPB4P3G43mpqa4PP5Fv2Q6oUmNBZ6bd++fbjvvvvmbO/v78f4eOwzj6emphAOhzE9Pa31SoJks/4gPz09nT7nlWVY7oTE9PQ0wuEwzp07h6wse06+hsNhXLhwAf39/aJjzZGREbHYKsSXzIE9wPiq9IA06R5INdM0EQgE0Nvbi5dffhlr165FWVkZPB5P9J7AGA9h1VNHkNv3PRjT5+f9OVOu12Hi6u2Y3HgjzKxX3oB2LpSivVimzCuBso/AcU0Ncp86gtw//BDGzAQG19+M8NmzKU8n3t7jpIaiTNPEiRMn0N3djZGRERQUFKCiogLbtm3T+gb7UtPT08jM1LONTdOM7r+OPWGaJgYGBlBSUiKaQ39/P0pKSsTexaJ7fMkekN5/FXJQIb70eUCS9PFXQVr1wPmByOqM5y95TNHa1wLevwWKXiWSFkU+S6OmpgZVVVUYHByE0+mcs/JiYGAATqdz0dcutXfvXtx7773Rfw8PD2PTpk0oKSlBYWFhzNeOj49jZGQEmZmZK7r35RhjcaZpYmZmRtv7a2Bl46vMzEw4HA6sWbMGubm5Cc4sNWZmZjA4OIiSkhKRVfHS13bp+CrkwB7QOz4g3wPSVKhBKk1PT+PgwYP4xje+gd7e3jmvl5WV4UPv/1/YfR2Q9dT3Ln7wd+asyfvMHJiveTtw7Z8iw7UZ9rwCAli3DnC/GZi4B3ihF2s3l4mkEe89hJ5/DVaY9ct0//33L/jLtGfPHuzevTtpf8wPBAIoLy9Ha2trdJm9pJqaGvj9frjdbgCRd7p5vV5885vf1HrWHODjp/Lz86VTQFFREeMLku4B6f1XIQfp+NI9IE36+KsgLXrg+UBkQuP8JY8oesO7gRv2RJ6BSynl9/tRU1ODwcFBAIjehwaDQXi9XrS2ts75noqKCrjd7gVfu1ROTg5ycnLmbHc4HHPucR0OR3SV7nL+wMAxxlzzjTG2b9+Or3/969quiDZNMzq+WM7+W8dtvh62C9M0UVBQILYPpmmiuLg4+juvW3wVcmAP6B3fykGyB6SpUINUGRsbQ21tLTo7OwEAWRnZ2LKxAvm5hRgdH8ap57rR29uLho/04vAbXWivez3ycmb9HS5/HXBdLfC622DkFAjtRRKscgKlbxMLH+/vHSc1FBLvL1NdXR0eeughtLe3J+VZ2ocOHYLX60VHR4cSAw4AqK+vR3Nzc/TfTU1NuOaaa3Dq1Km4vr+pqQmlpaXK7E8i6DrYshiGgezsbPHHT833xwjGT118yR6Q3n8VclAhvvR5QJL08VeB7XsgHAZ6vwN0fxswZz3uJWs18NaPAddsl8tNcy6XK+aDwgOBAJxOJzwez5yvDQaDqKioiK7UWOg1KRxjLOzSMUZjYyOuvfZaPPXUU3F9f7qNMXQfXwDy1xXpa7t0fBVyYA/oHd/Kwdb3lyukQg1SYXp6Onp/lJWZgx3lu3DjltuRl3txtezo+BCOn3oUR7oPovPJAdQe+A0Of+gNyFzzaqDsfwLXePlZd4I4qaGIJf8ydXaitrYWhw8fTvi7qdra2tDT04PS0lKEQiHRQdhCmpubEQgE8IlPfAJf+cpXpNMRofvjp6zn9a5du1bs3RPhcDi6LFMiB8aX7QHp/VchBxXiS58HJEkffxXYugcuDAI//ALwXFfs9jWlgPc+wLlJJi8CEPksjZ07d6KtrQ0AcPToUfT09ERf7+joQFNTEyorK9HV1YWOjo64Xks1jjGWprm5GT09PWhqakJLS4t0Oimn+/gCkL+uSF/bpeOrkAN7QO/4Vg62vb9MABVqkAoHDx6M3h/ds6MFpevfOOdr8nOL4C3bic1XXIv9RxrR+eQAHhy+AXd98EtAGh8bu2AFFHHpL5O3bGfMYAO4+Mt0z44WZGVko7OzEw8++GBC8/D7/dGl8x6PJzqQs5SWlqKtrQ1VVVUoLi6Gz+cDEFmuXVVVhdLSUpSWlqKlpQUNDQ0xg4FQKITi4uJ5v3Y5Ghsb8S//8i/Rf1vvlCotLUVTU1N0e0NDA9ra2tDU1ITy8nL4/f5Fv95OdH78lGEYKCwsFF+pUVxcLPouHt3jS/aA9P6rkIMK8aXPA5Kkj78KbNsDL/4K+G7d3AmNLe8E3v0NTmgoorq6GvX19aivr0dHR0f0MUVA5HFUzc3NqK6uRnNzc8wf6Bd7LdU4xli6j33sYzhw4ED037qNMXQeXwDy1xXpa7t0fBVyYA/oHd/KwZb3lwmiQg2SzTRN3H///QCAHeW75p3QmK10w3XYUbEbALD/0FGYaXxs7ISTGgpY0S/T/v0wTTNhubS2tqKhoQFA5Eb90mcCDwwM4OjRozh69CgOHDgQvVFvb2+Hx+NBX18f+vr6UF1dPef729vbUVtbO+/XLkdFRQVCoRBCoRAAoLKyMvoz29raogOL1tZW1NbWRt95ZT1KYKGvtwvrebXpfKFZjGEYyMrKEr/ZkV6arHt8yR6Q3n8VclAhvvR5QJL08VeB7XogHAZ6/y/wn38JjPVf3J6ZC9zyKeDmjwOZ6b/cn1KDYwyOMZZK9/EFIH9dkb62S8dXIQf2gN7xrRxsdX+ZYCrUINlOnDiB3t5eZGVk48Ytt8f1PTdsuQ1ZGdno7e3FyZMnk5whxYOTGgpQ6ZfJ7/dHBwC1tbUIBoMIBoMxX7Nz504AgNfrjXnN5/NFb9qtd2EBkWcQA7GDmUu/NhFmD1xqa2ujcRP19aoxTRNTU1MJHXDaSTgcxssvv4xwOHz5L05iDmfOnBHLgfFle0B6/1XIQYX40ucBSdLHXwW26oHxIeD7nwROtMZ+fkbx1cCffhN47dvFUqP0xDHG8sYY09PTMf/WaYyh+/gCkL+uSF/bpeOrkAN7QO/4Vg62ub9MAhVqkGzd3d0AgC0bK+asYF1Ifm4RtmysAAB0dXVd5qspFTipoQBVfpl8Ph9CoRDKy8tRXl6O7dsjH0556Tup5hsg1NfXw+v1RpeMW4MJ651U1rudPB7Pgl+7VNZgx1rSHwqFokvS/X4/zp07t+j3L/XrVaTz8nDDMOB0OsXfwbFmzRrRd7HoHl+yB6T3X4UcVIgvfR6QJH38VWCbHnjp18B3PwA883js9tfeFpnQcG2WyYvSGscYyxtjPPPMMwD0HWPoPL4A5K8r0td26fgq5MAe0Du+lYMt7i+TRIUaJNvIs/8NAMiP8/7IYt1PjYyMJDwnWjpOaijA+mWQ/mVqbW2Nfgii9V9HR8ecZ94u9Fzg1tZWmKaJ5ubm6Lul6uvr4ff70d7eHvOupfm+dqm+9KUv4QMf+ACAyARHeXl59BnG1vLvhSz161Wk+/JwwzDEP8RQelkq48v2gPT+q5CDCvGlzwOSpI+/CpTvAdMEftUB/MeHgdGzF7dnZAM3NwG37AWyVsnlR2mNY4zljTFaWlpQV1cHQL8xhu7jC0D+uiJ9bZeOr0IO7AG941s5KH1/mWQq1CBpzg8Axz6Pgqd/AAAYHR9e0rePvfL1BQUFCU+Nlo6TGgqwfhkkf5lCoRC6u7vn3HhXV1cjFApd9p1OgUAgunJi9s9wOp3weDwxy8IX+tqlaGlpQSAQwH333QcgMoBwOp2orq6G0+mMvjNtdh59fX3Rfb3c19uBaZqYnJzUdnl4OBxGf3+/+LLUF154QXRpru7xJXtAev9VyEGF+NLnAUnSx18FSvfA+BDw/U8Bj+8HwjMXtzs3RVZnbLlDLjfSAscYS9fS0oJf/OIXaG5uBqDfGEP38QUgf12RvrZLx1chB/aA3vGtHJS9v0wBFWqQcKYJnOoE2t8LPOVHxVWRe5xTz3VjdHworh8xOj6EU89FruuVlZVJS5Xix0kNBVRURJZ4S/4ytbW1oba2dt7Xqqur5ywPv1QwGERNTQ2Ki4tRVVUV8/XWQMNaUr7Y1y6Wn7VkvbS0FH19feju7sbatWsBXBy4FBcXo6amBm63G2vWrIl+/86dO9HS0oLy8nL4/f7Lfr0dpPXseRwcDgdcLhccDrnTmMPhwBVXXCGWA+PL9oD0/quQgwrxpc8DkqSPvwqU7YEXfwX47gKe/q/Y7dd4gT9tA9aUyuRFWuEYY3ljjOPHj0dXjeg2xtB9fAHIX1ekr+3S8VXIgT2gd3wrByXvL1NEhRok1OhZoPNjwE+agYnIKtRtmwtQtikfUzOTOH7q0bh+zPFTj2JqZhLXX389tm7dmsyMKU6GqfPbMFZgeHgYRUVFGBoaQmFh7JLu8fFxnD59Gps3b0Zubu5lf5ZpmvB4POjt7cW7t9XDW7bzst/j7z2Eh0+04frrr0dPT4/SN54+nw/BYBCNjY0J/bnWB9npfONtmuay9n2pPaoi68Or1q9fL3qxDYfDjC8UX4UekD7+KuSgew9Ik66/NOV6IBwGev8V6P6X2A8Dz8gGbvow8Pp3AWl2z7LYPTEtTSLHFwDHGMvB8cXyxxcAxxiJzEHXezsVcmAPML4KPSBNugYJYZrA738A/Nc/AZOjsa+tKcUDz1yNuo9+FlkZ2bjnnV9G6fo3Lvij+l58AvuPNGJqZhIPPPAA7rrrriQnr7d4xxc279D0YBgG9uzZAwA40n0QfWeeXPTr+158Ake6DwIA9uzZo/wNd2trK+rr65Pys6enp5Pyc+3AGnTpOi8ZDodx7tw58WWpZ86cEV2aq3t8yR6Q3n8VclAhvvR5QJL08VeBUj1wfiDyLrCuB2InNJybgHd/A7j2T9JuQoPUxjHG8nB8oe/4ApC/rkhf26Xjq5ADe0Dv+FYOytxfClChBit2fgD4waeBH30xdkIjIxvY1gD8aRt2f+STuOOOOzA1M4n9j3wc/t5Dc1a2jo4P4Wjvv0UnNHbs2IFdu3aleGdoIZnSCVDE7t278dBDD6GzsxP7H/k4dlTsxg1bbkN+blH0a0bHh/D4qe+hs/tBW/wytbW1obW1FTt37lzwg/9WKjNT3xbWfXm4w+HAmjVrxJelSr57g/Fle0B6/1XIQYX40ucBSdLHXwXK9MBz3cAP/w64MBi7/bW3AW/5SyB7tUxepD2OMZaO4wt9xxeA/HVF+touHV+FHNgDese3clDi/lKICjVYkeCPgZ/9PXDpZ4qtuxa4ZS/gfDWAyB/E29vbUVtbi87OTjx8og1Hug9iy8YK5OUWYmx8GL95rgvTM1MAgB07duDQoUNa3yeohpVQRGZmZtr9MtXX1ydthQYRACXeRSadA+PrHV+FHHSPL033/QeEj0F4JvKoqd5/jSxxt2StAv7oXuC1b5fLjQgcYxAth/S1Vff4KuTA+HrHVyUHSbbc/4lR4OdfBZ7yx253ZAIV7wPe/D8AR0bMS3l5eTh8+DAefPBB7N+/H729vXji6cdivqasrAz33HMPdu3apfT9kY5sOu2WnqxfpgceeABlZWWYmpnEE08/huO/fRRPPP0YpmemUFZWhgceeAAPP/ww8vLypFMWx+Xh+i4PD4fDGBgYEF+W+tJLL4kuzdU9vmQPSO+/CjmoEF/6PCBJ+virQLQHRl4C/uMjwC++EzuhsaYU+LM2TmiQMjjGWBqOL/QdXwDy9xbS13bp+CrkwB7QO76VA8cYNhtjvPTfwHc/MHdCY801kfvy6//XnAkNS2ZmJu666y4EAgEcP34cX/va1/CRj3wEX/va13D8+HEEAgHcddddnNBQED8ofJkS/UF+lzJNEydPnkRXVxdGRkZQUFCAyspKbN26VevlwLOZponp6WlkZmbymCxRunyI39mzZ7Fu3Tr7LoukFWEPEHuAxHrgDz8HfvwlYGIkdvsb3g3csAfIzE5dLsL4QeGJk+zxBcAxxuVwfLEyHGNQOmAPEHvARsJh4Jf/D+j+VmQFtcVwANf/T8CzC8jIWuKPZP2lxTu+4DRTEq1kvsgwDGzbtg3btm1LYEbpR+c5OdM0YZomDMNY8qArHY6bNeiU3BfpgS/jy/aA9P6rkIMq8dPhnLYc0sdfBSnvgelJ4MQ3gSe/G7s9Ox+4uRFw35yaPEhbK+11jjEuT9drCrCy8YX1/XYnfW8hfW2Xjq9CDuwBvePPziEdzmnLoUIN4jJ2DvjRF4Dne2K3F2wAtv8NcMW1y/qxutffTjjllARZWZFZwPPnzwtnkv5mZmYu/0VpbLn7Pzk5CQDIyJh/+Z0dmKaJUCgkPqlx7tw50Rte3eNL9oD0/quQgwrxpc8DkqSPvwpS2gNDzwGH98yd0Fh3LfCeBzihQUnF8UXqcHyx/P23+tPqVzuSvreQvrZLx1chB/aA3vGtHDjGUHyM8cwJ4Lvvnzuhcc32yH35Mic0ANbfTrhSIwkyMjLgdDpx9uxZAMDq1avVnt20KWv2dHx8XOvju9SBRzgcRn9/P1avXm3rZwI6HA6sXbtWdDmgw+HA+vXrGV8wvmQPSO+/CjmoEF/6PCBJ+virIGU98JQf+OnfA1OX/EH5zf8DqPwAkGHf6ynZA8cXqcHxRcRSxxemaeL8+fM4e/YsnE6nrd84JX1vIX1tl46vQg7sAb3jWzlwjKHoGCM8A5w8EHnk1GxZq4C3/CXw2tuAFV6/da+/nXAEliTWCcAaeFDimaaJmZkZZGRkaDvosJaHL5XD4cCrX/1qWx83FT7I0MohKytLbGku48v1gPT+q5CDKvF1fReN9PFXQdJ7YGoceOyfgFNHYrfnFgG3fAp4NR/hQ6nD8UXycXyx/PEFADidTnX/EBYn6XsL6Wu7dHwVcmAP6B1/dg4cYyg2xjg/APj/Fnjxl7Hb174m8rgp56sTEkb3+tsJJzWSxDAMbNiwAevWrcPU1JR0Omlpenoap0+fxqtf/WpbrzhYrnA4jIGBAbhcriXPIGdnZ9t+1tk0TQwPD2PDhg2iOQwODqKkpETshk/3+JI9IL3/KuSgQnzp84Ak6eOvgqT2wMDpyMBp8A+x268sA279DJC3NvExiRbB8UXycXyx/PFFVlaWrVdoWKTvLaSv7dLxVciBPaB3fCsHjjEUG2O80Ascuy8ysTHbdTXA1nogMzthoXSvv53od6eWYhkZGWlxc6eicDiMkpISrF692vZ/oF+u1atXS6cgxuFwYM2aNeKPn7riiisYXzC+ZA9I778KOagQX/o8IEn6+KsgKT1gmsCpR4DHvg5MT1zcbjgAz3sBzy5A054jNXB8kTwcX+g9vgDk7y2kr+3S8VXIgT2gd3wrB44xFBljmCbwq0PAiVbADF/cnp0HvG0vsPmPEx5S9/rbCSc1yLZM08Tk5KS2S8Ks/c/OzlZn9jyFVKi/dA0YX7YHpPdfhRxUic/rgJ7XASAJPTA5Bvz0K0DfD2O3562NrM64siwxcYhISbyu8Loi3QPSNZCOr0IO7AG948/OgdcC4WvBxCjwky8Bp38Wu31NKVD1OaBoY1LC6l5/O+G0E9na6OiodAqihoaGpFMQpUL9pWuge3zpHpDefxVykI4v3QPSpI+/ChLWA2dPAd+tmzuhsWkb8J4HOKFBpAleV3hdke4B6RpIx1chB/aA3vEB+R6QJl6DwT8ADzXMndB43R3Au7+RtAkNi+71twuu1CDbMgwDLpdL23cRGYaBdevWSachRoX6S9eA8WV7QHr/VchBhfjS5wFJ0sdfBQnpgXA4sqy96wAQnrm43ZEReUbvdbV83BSRJnhd4XVFugekayAdX4Uc2AN6x7dy4LVAsAZ/+C/gh38HTJ2/uC0jG/ijvwK27Eh6eN3rbyccoZFtmaaJiYkJbZeEmaaJCxcuaL3/0vWXrgHjy/aA9P6rkIMK8aXPA5Kkj78KVtwD5weA730cOPHN2AmNgg3An+wH3vznnNAg0givK7yuSPeAdA2k46uQA3tA7/hWDrwWCNTANIHA/wZ+8KnYCY2CDcCd96dkQiOSht71txOO0sjWzp8/f/kvSmNjY2PSKYhSof7SNdA9vnQPSO+/CjlIx5fuAWnSx18Fy+6BZ04AvvcBz3XHbi+9FXjPAeCKa1eeHBHZDq8rvK5I94B0DaTjq5ADe0Dv+IB8D0hLeQ0mzwP+zwJd34pMblheVQ78WRtQ8tqUpqN7/e2Cj58i2zIMA8XFxdouCTMMA2vXrpVOQ4wK9ZeuAePL9oD0/quQgwrxpc8DkqSPvwqW1QPTk8DJNuCJjtjtmbnAW/4SeN3tgKY9RaQ7Xld4XZHuAekaSMdXIQf2gN7xrRx4LUhhDYZfjKzOONcXu/26GuCGD0UeCZtCutffTrhSg2xLhWWJkkzTxPnz57Xef+n6S9eA8eWXRkv/DkrnoEJ86fOAJOnjr4Il90DoWeDw3XMnNNZcE3kX2JY7OKFBpDFeV3hdke4B6RpIx1chB/aA3vGtHHgtSFENnu8BHqqPndDIyAZu+SRw0z0pn9AAWH874aQG2drk5KR0CqIuXLggnYIoFeovXQPd40v3gPT+q5CDdHzpHpAmffxVEFcPmCbw2+8B/14HvPz72Neuqwbe/Q2g+KrkJEhEtsLrCq8r0j0gXQPp+CrkwB7QOz4g3wPSUlKDJ/8dOPIxYHz44ra8tcCf/BPw2nckP/4idK+/XfDxU2RbhmGgqKhI2yVhhmFgzZo10mmIUaH+0jVgfNkekN5/FXJQIb70eUCS9PFXQVw9MDEK/PwfgKeOxW7PLQLethe46sbkJklEtsHrCq8r0j0gXQPp+CrkwB7QO76VA68FSaxBeAZ4fH9kUmO2K94AVH0eyGP9KT5psVLD5/MhFAohFArNeS0QCCAQCAAAgsFg9P9b/25paYHP50NLS8u830/qUmFZoiTTNDE6Oqr1/kvXX7oGjC+/NFr6d1A6BxXiS58HJEkffxVctgde+jXw3Q/MndB4VTlQ/W1OaBBRDF5XeF2R7gHpGkjHVyEH9oDe8a0ceC1IUg0mzwPf/+TcCY0tO4B3fk18QgNg/e0kLVZq1NTUzNnW3NyMxsZGtLa2oq2tDQDg9XrR0dER8309PT0AIhMcdXV1Ma+T+qanp6VTEDU1NSWdgigV6i9dA93jS/eA9P6rkIN0fOkekCZ9/KWYpokTJ07g5MmTePrpp3HVVVdh69at2LZtW+RdVeEw8Mv/C3R9CzDDF7/RkQFUfgB4058DjrR4bw8RJRivK3peV2aT7gHpGkjHVyEH9oDe8QH5HpCWlBqMvAQ8+glgIHhxm2EAN+yJPA5WoZURutffLmw/qREKhdDR0YHq6urotpaWFjQ2NgIAysvLMTg4CABwOp3RrwkGgzE/x+12w+/3Jz9hShjDMFBYWKjtkjDDMFBcXCydhhgV6i9dA8aX7QHp/VchBxXiS58HJEkffwnT09M4ePAg7r//fvT29s55vaysDHs+8F7s3vgHZJ655PWCDcD2vwGuuDYluRKR/fC6ot915VLSPSBdA+n4KuTAHtA7vpUDrwUJrsHZU8D39wLnBy5uy1oF3PoZ4Oq3JDbWCulefztJi7eozZ7Q8Pl8Mf8GIpMZsyc0AMDv98PlcsVsc7lcMY+nIrWZpomxsTFtl4SZpomRkRGt91+6/tI1YHzZHpDefxVyUCG+9HlAkvTxT7WxsTHceeedqKurQ29vL7IysnHdVTfhxtfdhuuuuglZGdno7e1F3T334s5PfwdjEzMXv/ma7UD1tzihQUSL4nVFr+vKfKR7QLoG0vFVyIE9oHd8KwdeCxJYg+BPgP/8SOyERl4J8CdfV25CA2D97cT2KzVmT1aEQiEMDAzA7XbHbPP5fACArq4uNDQ0wO12L/j5GQMDA/Nun5iYwMTERPTfw8PDAIBwOIxwODzv91ByhcNhzMzMIBwOazmDapompqamtN1/FeovXQPd40v3gPT+q5CDdHzpHpAmffxTaXp6GjU1Nfje976HrMwc7CjfhRu33I683MLo14yOD+H4qUdxpPsgOp8cQO2B3+DhD3uQ8da/Bl7zjsiSdt6zJRzvgynd6N7TMzMzl/+iNCfdA9I1kI6vQg7sAb3jA/I9IC0hNTBN4Jf/DzjRGrt97WuAd+wD8ktWHiNJdK+/Xdh+UmO2pqYmNDc3x2yrr6+PTny43W5UVVWhr69vwZ+x0GTHvn37cN99983Z3t/fj/Hx8WXnTMtn/TGrv78fDo2fi93f3y+dggiV6i9dA13jq9ID0sdfhRx07wFp0vVPhX/913+NTmjcs6MFpevfOOdr8nOL4C3bic1XXIv9RxrR+eQA9r98I/6H0wNocIykjIyMSKdAlDCGYaCgoCDtJ4oXYhjGnCcc6Ea6B6RrIB1fhRzYA3rHt3LgtcC5sh8yMwX87B+A33bGbr/6j4BbPx159JSidK+/naTNpEYoFILf75/zixcMBuHxeABEJjWCwSCCwSCcTuecVRkDAwML/uLu3bsX9957b/Tfw8PD2LRpE0pKSlBYWDjv91ByzczMYGxsDCUlJcjIyJBOJ+WsJYG6nmxVqL90DXSPL90D0vuvQg7S8aV7QJr08U8V0zTxne98BwCwo3zXvBMas5VuuA47Knbj4RNt+N8d/4mPNH02rY+PtNzcXOkUiBLGNE2Mjo6ipETdd48mky7XlcVI94B0DaTjq5ADe0Dv+FYOvBasoAYTo8DRvwGe74nd/uY/B7Y2AIq/GU33+ttJ2kxqdHd3z5mQCAQC2L59e/SDwi0ulwterxetrZcsgQJQUVEx78/PyclBTk7OnO0Oh0Prd4dKMk0ThmFoWwPTNKP7ruOgQ4X6S9eA8WV7QHr/VchBhfjS5wFJ0sc/VY4fPx79DI0bt9we1/fcsOU2HOk+iN7eXnR3d2Pbtm1JzlJfOv7uEREREdE8RvuBR5uAc7OekGM4gD/6a+DaP5HLi9JS2oxCAoHAnA/+drvdMY+j8vv9qK6uhtPpjPncDSCyoqOiokJ8mRvFzzAM5Ofnp/UfchZjGAYKCwu13n/p+kvXgPFle0B6/1XIQYX40ucBSdLHP1W6u7sBAFs2VsR8hsZi8nOLsGVj5I0qXV1dScuNiNILryt6XFcWI90D0jWQjq9CDuwBveNbOfBasIwaDJwGDt8dO6GRnQfc8RVbTWjoXn87SZtJDQBzJiqcTicqKirQ0tKCtrY2dHV1oaOjI/p6R0cHmpqa4PP50NraGvMaqc9aEmeapnQqIkzTRCgU0nr/pesvXQPGl+0B6f1XIQcV4kufByRJH/9UsT6zIT/OCQ2LNQHCz3wgonjxuqLHdWUx0j0gXQPp+CrkwB7QO76VA68FS6zBC73Af3wYGD17cVteCfAnXwc2lic8x2TSvf52kjaPn2psbJx3u8fjiX6mxqVmr+Sorq5OWm6UPLo/8kDHZ8jPpkL9pWuge3zpHpDefxVykI4v3QPSpI9/KhQUFAAARseHl/R9Y698vfX9RETx4HUl/a8rlyPdA9I1kI6vQg7sAb3jA/I9IG1JNej7EfCjL0Q+HNxSfDVwx5eB/HUJzy0VdK+/XaTNpAbpxzAM5OXlabskzDAMrf9Qo0L9pWvA+LI9IL3/KuSgQnzp84Ak6eOfKhXrI/U99Vw3RseHkJ9bdNnvGR0fwqnnIo+tqqysTGp+RJQ+eF3R47qyGOkekK6BdHwVcmAP6B3fyoHXgjhr8KsO4Pj9wOxVDRveDLzjC0COPa8nutffTjj1RLZlmiaGh4e1XRJmmiYGBwe13n/p+kvXgPFle0B6/1XIQYX40ucBSdLHP+kmzwM/bsa2lw+hbFMepmYmcfzUo3F96/FTj2JqZhLXX389tm7dmuREiShd8LqS5teVOEj3gHQNpOOrkAN7QO/4Vg68FlymBuEw8Pg/A4/vj53QKL018hkaNp3QAFh/O+GkBtlaZqbei42ysrKkUxClQv2la6B7fOkekN5/FXKQji/dA9Kkj3/SnD0F/Hsd8NtOGIaBPTdfCQA40n0QfWeeXPRb+158Ake6DwIA9uzZw3dZEdGS8LqSpteVJZDuAekaSMdXIQf2gN7xAfkekLZoDaYngR9+HvjVodjtb9oJ3PoZIDM7ucmlgO71twtWiWzLMAysXr1a2z9WGIaB/Px86TTEqFB/6RowvmwPSO+/CjmoEF/6PCBJ+vgnRTgM/PL/At3/AoRnopt337QBD53ORed/PYH9j3wcOyp244Ytt8U8imp0fAiPn/oeOrsfxNTMJHbs2IFdu3ZJ7AUR2RSvK2l4XVki6R6QroF0fBVyYA/oHd/KgdeCBWowMQL84NORDwa/+A3ADXuAN9WkJL9k073+dsKVGmRbpmliaGhI2yVhpmni3LlzWu+/dP2la8D4sj0gvf8q5KBCfOnzgCTp459wo2eBR/4KOHkgZkID+Vcg893/hPbvP4477rgDUzOTePhEGz7znT9H66OfwXd+/GW0PvoZfPo7O3H4xIHohMahQ4f4LisiWhJeV9LsurIM0j0gXQPp+CrkwB7QO76VA68F89RgtB/4jw/HTmhkZAHbP5s2ExoA628nHOmRrWVn239Z20qsWrVKOgVRKtRfuga6x5fuAen9VyEH6fjSPSBN+vgnTPAnwE+/HHn312yltwJ/fC+QU4A8AIcPH8aDDz6I/fv3o7e3F088/VjMl5eVleGee+7Brl27OKFBRMvC60qaXFdWQLoHpGsgHV+FHNgDescH5HtA2pwahJ4FOj8GjJy5uC2nAHj73wFXlqU0t1TQvf52wdEe2ZZhGFi1apW2S8KsJXG6UqH+0jVgfNkekN5/FXJQIb70eUCS9PFPiMnzkQ8YPHUkdnvWauAtfwm89h2RJe2vyMzMxF133YX3v//9OHnyJE6ePIkXX3wRGzZswNatW7F161Zt+4GIVo7XlTS4rqyQdA9I10A6vgo5sAf0jm/lwGvBrBr0/w743seBC6GL2/LXAbe3AK7NKc8v2XSvv53w8VNkW6ZpYnBwUNslYaZp4uWXX9Z6/6XrL10DxpftAen9VyEHFeJLnwckSR//FbM+DPzSCY11rwfecwB43W0xExqzGYaBbdu24e6778Zf/MVf4O6778a2bds4+CCiFeF1xebXlQSQ7gHpGkjHVyEH9oDe8a0ceC14pQbPB4D//MvYCY3iq4A7/zktJzQA1t9OuFKDbE16Bl9aXl6edAqiVKi/dA10jy/dA9L7r0IO0vGle0Ca9PFflnAY+NW/AV0PxH52hmEAZf8TKH8fkBH/LaruPUBEiaX7OcWW15UEk+4B6RpIx1chB/aA3vEB+R6QlpeXF3k87I/+DpiZuvjCumuB278E5BbJJZcCutffLjipQbZlGAZycnK0fVemtSROVyrUX7oGjC/bA9L7r0IOKsSXPg9Ikj7+yzLaD/zoC8ALv4jdnr8OuOVTS34mr+49QESJpfs5xZbXlQST7gHpGkjHVyEH9oDe8a0ctL8W/MEP/OwfADN88YWNlUDV54Ds9P6Dv+71txM+fopsyzRNDAwMaLskzDRNnD17Vuv9l66/dA0YX7YHpPdfhRxUiC99HpAkffyXLPgTwPe+uRMa7rcB7/nWsj5kUPceIKLE0v2cYrvrShJI94B0DaTjq5ADe0Dv+FYO2l4LTBNm4P/g7LFvwAzPmtAovRW4bV/aT2gAmtffZrhSg2wtPz9fOgVRRUXpveTvclSov3QNdI8v3QPS+69CDtLxpXtAmvTxj8vUBeCx/cCpR2K3Z60CbvoI8LrbF/zsjHjo3gNElFi6n1NscV1JMukekK6BdHwVcmAP6B0fkO8BEeEwcPyfgV91oCgj4+L2N/xp5J7doc/74rWsvw1xUoNsyzAMZGdna7skzFoSpysV6i9dA8aX7QHp/VchBxXiS58HJEkf/7j0/w44dh8w9Fzs9pItwK2fBpybVvTjde8BIkos3c8ptriuJJl0D0jXQDq+CjmwB/SOb+Wg3bVgZhr4STPw+x/AMIAc45XPvat4H+DZtaI3INmNlvW3KX2m2SjthMNhnDt3DuHZS+I0Eg6H8dJLL2m9/9L1l64B48v2gPT+q5CDCvGlzwOSpI//osJhoPf/AQ9/KHZCwzCA6/8XcOf9K57QiITRuweIKLF0P6cofV1JEekekK6BdHwVcmAP6B3fykGra8HUOPCDTwO//wEAIGwCL03nI/yWvwLKd2s1oQFoWH8b40oNsi3DMFBYWKjt7KlhGCguLtZ6/6XrL10DxpftAen9VyEHFeJLnwckSR//BY32Az/eBzzfE7s9rwS49VPAldcnLJTuPUBEiaX7OUXZ60oKSfeAdA2k46uQA3tA7/hWDtpcC8aHge/vBc48CdM0ceL0CLqeOY+hDW9BUfg5VI4ex7Zt2/Q4Fq/Qqv42x0kNsi3DMJCVlaXticZaEqcrFeovXQPGl+0B6f1XIQcV4kufByRJH/95nf5ZZOn6xEjs9s1vBd76cSC3MKHhdO8BIkos3c8pSl5XUky6B6RrIB1fhRzYA3rHt3LQ4lpwfgDo/Bimzz6Fg4+fwf0/eQG9z4698uLvAHwbAFBWVoY9e/Zg9+7dyMxM/z8ja1P/NMDHT5FthcNhvPzyy9ouCQuHwzhz5ozW+y9df+kaML5sD0jvvwo5qBBf+jwgSfr4x5i6APz0K5Gl67MnNDJzgZsbgarPJXxCA2APEFFi6X5OUeq6IkS6B6RrIB1fhRzYA3rHt3JI+2vByEvAf3wYYy/8Dnd+49eo+87v0fvsGLIysnHdVTfhxtfdhuuuuglZGdno7e1FXV0d7rzzToyNjV3+Z9ucFvVPE+k/xUZpyzAMOJ1ObWdPDcPAmjVrtN5/6fpL14DxZXtAev9VyEGF+NLnAUnSxz/q5d9HPgw89Gzs9pLXAbd+JiGfnbEQ3XuAiBJL93OKMtcVQdI9IF0D6fgq5MAe0Du+lUNaXwtCzwJH7sX00EuoPfAbdD45gKzMHOwo34Ubt9yOvFlvRBodH8LxU4/iSPdBdHZ2ora2FocPH07rFRtpX/80wpUaZFuGYSAzM1PbE43uS+JUqL90DRhftgek91+FHFSIL30ekCR9/BEOA788BDz0wdgJDcMA3vw/EvZh4IvRvQeIKLF0P6eIX1cUIN0D0jWQjq9CDuwBveNbOaTtteBcH/AfHwZGz+Lg42eiExr37GiBt2xnzIQGAOTnFsFbthP37GhBVkY2Ojs78eCDDwolnxppXf80w0kNsq1wOIz+/n5tl4SFw2G88MILWu+/dP2la8D4sj0gvf8q5KBCfOnzgCTR4z/2MvC9jwPH/xkIT1/cnrcW2PH3wA0fBDKykp6G7j1ARIml+zlF+rquAukekK6BdHwVcmAP6B3fyiEtrwUv/Rr4z78ELgzCNE3c/5MXAAA7ynehdP0bF/3W0g3XYUfFbgDA/v37YZpmsrMVk7b1T0Oc1CDbcjgccLlccDj0bGOHw4ErrrhC6/2Xrr90DRhftgek91+FHFSIL30ekCR2/P/wc8D3PuC57tjtm/8YqP4X4FXlKUtF9x4gosTS/ZwifV1XgXQPSNdAOr4KObAH9I5v5ZB214LneoAjH41+9t2J0yPRz9C4ccvtcf2IG7bcFv2MjZMnTyYzW1FpWf80xQqRrem+HIz7L7//0jkwvt7xVchB9/jSUrr/UxeAn34Z+P6ngPHhi9szc4G3fgyo+jyQW5S6fF6hew8QUWLpfk7Rff8B+WOge3wVcmB8veOrkkPC/OG/gEc/EbmXf0V3KHLPvmVjxZxHTi0kP7cIWzZWAAC6uroSn6dC0qr+aYyTGmRb4XAY586d03ZJWDgcxpkzZ7Tef+n6S9eA8WV7QHr/VchBhfjS5wFJKT3+Z08B3/0A8JtHYrevfS3wngPA698V+SyNFNO9B4gosXQ/p0hf11Ug3QPSNZCOr0IO7AG941s5pM214Pd+4AefBmYmL2676iaMvHo7ACA/zgkNizUBMjIykrAUVZNW9U9z6ftx9ZT2HA4H1qxZo+2SMIfDgfXr12u9/9L1l64B48v2gPT+q5CDCvGlzwOSUnL8w2Gg91+Bnm8D4ZmL2w0DeNOfA5V3peSzMxaiew8QUWLpfk6Rvq6rQLoHpGsgHV+FHNgDese3ckiLa8F/HwZ+/lVg9udflN4K3PIpFDz1TQDA6OzV13EYe+XrCwoKEpamatKm/hrgpAbZWjp/OFE8uP/y+y+dA+PrHV+FHHSPLy2p+z/8IvCjLwBnnojdnlcC3Pop4Mrrkxd7CXTvAUqeQCAAv98PIPKYhQMHDsDpdAIAgsEgfD4f3G43gsEg6uvr43qN1Kf7OUX3/Qfkj4Hu8VXIgfH1jq9KDivS+/+AE9+M3fb6dwJ/9FHA4UBFReQxUqee68bo+BDy43iE7Oj4EE698pl6lZWVCU9ZJbavvyY47US2FQ6HMTAwoO2SsHA4jJdeeknr/Zeuv3QNGF+2B6T3X4UcVIgvfR6QlLTjb5rA734AfPeuuRMapbdGPgxckQkN3XuAksvv96OxsRGNjY2orKzE9u3bo6/V1NSgsbER1dXVqK6uRl1dXVyvkdp0P6dIX9dVIN0D0jWQjq9CDuwBveNbOdj2WmCawMkDcyc03vznwB9/DHhl9cG2bdtQVlaGqZlJHD/1aFw/+vipRzE1M4nrr78eW7duTXTmyrB1/TXDSQ2yLYfDgZKSEm2XhDkcDlx55ZVa7790/aVrwPiyPSC9/yrkoEJ86fOApKQc//Fh4NjnIis0Jscubs9aDdzyKWD73wBLfPZuMuneA5Q8gUAA+/bti/67uroagUAAwWAQwWAw5mvdbnd0Rcdir5H6dD+nSF/XVSDdA9I1kI6vQg7sAb3jWznY8loQDgP/9Y/AL74Tu73yLmDbB2M+/84wDOzZswcAcKT7IPrOPLnoj+578Qkc6T4IANizZ09af5C2beuvIVaIbMs0TUxPT2u7LMw0TUxNTWm9/9L1l64B48v2gPT+q5CDCvGlzwOSEn78X/hFZHVG3w9jt69/Y2R1xmvfLvJh4IvRvQcoeTweDw4cOBD9dygUAgC4XC74/X64XK6Yr3e5XNHHVS30GqlP93OK9HVdBdI9IF0D6fgq5MAe0Du+lYPtrgXhGeAnXwJ+/VDs9ps+DHjeO+89/O7du3HHHXdgamYS+x/5OPy9hzA6PhTzNaPjQzja+2/Yf6QRUzOT2LFjB3bt2pXMPRFny/pripMaZFumaSIUCml7ojFNE+fOndN6/6XrL10DxpftAen9VyEHFeJLnwckJez4z0wBx78JPPLXwOjZi9sdGUDlB4B3/RNQuGFlMZJE9x6g5Kquro7+/0OHDsHr9cLpdEYnOC41MDCw6GukPt3PKdLXdRVI94B0DaTjq5ADe0Dv+FYOtroWTE8C/s8Cv/v+xW2GA7i5CbiuesFvy8zMRHt7e3Ri4+ETbfjMd/4crY9+Bt/58ZfR+uhn8Onv7MThEweiExqHDh1CZmZ6fzyz7eqvsfTuREprDocDa9eu1XZJmMPhwPr166XTEKNC/aVrwPiyPSC9/yrkoEJ86fOApIQc/8E/AD/8O+Dl38duL9oI3PoZYN2Wlf38JNO9Byg1QqEQfD4fenp6Lvt1S3ltYmICExMT0X8PDw8DiDzLmc9xlrNmzRoA0LYG69atA6Dv/gPyPSBdA+n4KuTAHtA7PiDfA3GbugDj6GeA52fdozgyYd7yacB9c+SRVItYtWoVHnroITz44IP453/+Z/T29uKJpx+L+ZqysjLcfffd2LVrFzIzM9U/Jglgm/qnqXiPOyc1yLZUWJYoydr/rKystH6e4UJUqL90DRhfjaXRkr+D0jmoEp/XgWUcf9ME/vth4Pg3gOmJ2Nde/07ghj1A9uqE5ZosuvcApUZTUxOOHj0Kp9MJAHA6nXNWXgwMDMDpdC762qX27duH++67b872/v5+jI+PJyx/it/MzEz0w0EzMjKk00k565EbmZmZWo4vAPkekK6BdHwVcmAP6B0fkO+BeBmToyh47IvIOncqus10ZGNk20cxlf964OzZRb471rve9S68853vxC9+8Qv84he/wPDwMAoLC3H99dfj+uuvh2EY2qw6tUv909nIyEhcX8dJDbIt0zQxPDyMDRvUfCRGspmmicHBQZSUlGg56FCh/tI1YHzZHpDefxVyUCG+9HlA0rKP//kB4CctwDOPx27PLQTe2ghs/uPEJppEuvcAJV9LSwuamprgdrujqy28Xi9aW1vnfG1FRQXcbveCr11q7969uPfee6P/Hh4exqZNm1BSUoLCwsLE7QTFbXp6OnpeTffHa8wnHA6jv79f6w9Ile4B6RpIx1chB/aA3vEB+R6Iy4VBGN/7IjDUB2RmRbZlrYb5jn0o3vCmZf/Y2267DW9/+9vFayDJFvVPc7m5uXF9HatDtuVwOLBmzRotT7JAZP+vuOIK6TTEqFB/6RowvmwPSO+/CjmoEF/6PCBpWcf/6ceBnzQDFwZjt2/aCtz8CSBvTeISTAHde4CSy+fzwePxRCc02tvbUV9fP2fVRTAYREVFRXSlxkKvXSonJwc5OTlztjscDva0kMzMTKxduxaZmZla1sDhcGg/SSzdA9I1kI6vQg7sAb3jA/I9cFmj/cCRvwZCz17cllsI3PEVGCWvW/GPV6EGkpSvvwbiPe6c1CDbMk0Tk5OT2j5ywtr/7OxsbVdqSNdfugaML9sD0vuvQg6qxOd1II7jPzUOHP9n4L8Px27PyAa2NQBv+DPAhjftuvcAJU8wGERNTU3MNqfTifr6egBAR0cHmpqaUFlZia6uLnR0dES/brHXSG26n1Okr+sqkO4B6RpIx1chB/aA3vFn56DktWDoOeDIR4GRMxe35a0F7vgK4NqckBAq1ECS0vWnGJzUIFsbHR2VTkHU0NAQSkpKpNMQo0L9pWuge3zpHpDefxVykI4v3QPS4jr+/b8Dfvh5IPRM7PY1pcCtnwZc7uQlmAK69wAlh9vtXnQw63a70dzcDACorq6O+zVSn+7nFOnrugqke0C6BtLxVciBPaB3fEC+B+Y1EIxMaJyf9dkWBRuAd34VKEzsygoVaiBJyfrTHJzUINsyDAMul0vLmWMgsv/r1q2TTkOMCvWXrgHjy/aA9P6rkIMK8aXPAxJM08SJEyfQ3d2NkZERFBQUoKKiAtu2bYs9FuEw8Kt/A7q+BYSnY3/Im2qByjogMzu1ySeYrj1ARMmh+zlF+rquAukekK6BdHwVcmAP6B3fykG5a8HZU0Dnx4CJWR+gXHx1ZIVGfmInH1SogSQl60/z4qQG2ZZpmpiYmNB2SZhpmhgfH0dubq6WJ1sV6i9dA8aX7QHp/VchBxXiS58HUml6ehoHDx7E/fffj97e3jmvl5WVYc+ePdi9ezcyL5wDfvQF4MVfxn5R3lrgbZ8ENpanJukk060HiCi5dD+nSF/XVSDdA9I1kI6vQg7sAb3jWzkodS14oRd4dC8wdf7itpLXAbe3AKucCQ+nQg0kKVd/WhAnNcjWzp8/f/kvSmNjY2PIzc2VTkOMCvWXroHu8aV7QHr/VchBOr50D6TK2NgYamtr0dnZCQDIysjGlo0VyM8txOj4ME49143e3l7U1dXhoe8cQPufO5FnjMf+kM1vBd76MSC3SGAPkkeXHiCi1ND9nCJ9XVeBdA9I10A6vgo5sAf0jg/I90DUMyeAo58BpicubtvwJuC2LwHZeUkLq0INJClTf1oUJzXItgzDQHFxsZYzx0Bk/9euXSudhhgV6i9dA8aX7QHp/VchBxXiS58HUmF6ejo6oZGVmYMd5btw45bbkZdbGP2a0fEhHD/1KI50H0TnT06i9pwLhz/0BmRmGEDWauCmDwOvux1Is2OlSw8QUWrofk6Rvq6rQLoHpGsgHV+FHNgDese3clDiWhD8CXDsc7GPkd20Faj6PJCVvAkHFWogSZn602U5pBMgWi7TNHHhwgVtl4SZponz589rvf/S9ZeuAePL9oD0/quQgwrxpc8DqXDw4MHohMY9O1rgLdsZM6EBAPm5RfCW7cQ9O1qQlZGNzicH8ODxM8AVbwDe8wCw5Y60m9AA9OkBIkoN3c8p0td1FUj3gHQNpOOrkAN7QO/4Vg7i14LfPgr4/zZ2QmPzW4G3fyGpExqAGjWQpET9KS6c1CBbm5yclE5B1IULF6RTEKVC/aVroHt86R6Q3n8VcpCOL90DyWaaJu6//34AwI7yXShd/8ZFv750w3XYUbEbALD/xATMd/0TUPSqZKcpKt17gIhSS/dzivR1XQXSPSBdA+n4KuTAHtA7PiDcA79+CPjxPsAMX9z2mrcD3r8FMrNTkoIKNZAkfQ6g+HBSg2zLMAwUFRVpuyTMMAysWbNG6/2Xrr90DRhftgek91+FHFSIL30eSLYTJ06gt7cXWRnZuHHL7XF9zw1bbkNWRjZ6f/cMTnb3JDlDWTr0ABGlju7nFOnrugqke0C6BtLxVciBPaB3fCsHsR74xb8CP/9a7LY3vBt4217AkZGSFFSogSTpcwDFj5MaZFtcEmdidHRU6/2Xrr90DRhffmm09O+gdA4qxJc+DyRbd3c3AGDLxoo5j5xaSH5uEbZsrAAAdHV1JS03FejQA0SUOrqfU6Sv6yqQ7gHpGkjHVyEH9oDe8a0cUt4DpgmcPACcbIvdXvb/AW/5K8CRuj/fqlADSdLnAIofPyicbG16evryX5TGpqampFMQpUL9pWuge3zpHpDefxVykI4v3QPJNjIyAgDIj3NCw2JNgFjfn87SvQeIKLV0P6dIX9dVIN0D0jWQjq9CDuwBveMDKe6BcBh4/OvAk/8eu73yA4DnL1KXxywq1ECS9DmA4sNJDbItwzBQWFio7ZIwwzBQXFwsnYYYFeovXQPGl+0B6f1XIQcV4kufB5KtoKAAADA6Pryk7xt75eut709XOvQAEaWO7ucU6eu6CqR7QLoG0vFVyIE9oHd8K4eU9UB4Bvjpl4Hffi92+1s+ArzxPcmPPw8VaiBJ+hxA8ePjp8i2TNPE2NiYtkvCTNPEyMiI1vsvXX/pGjC+bA9I778KOagQX/o8kGwVFZHHSJ16rhuj40Nxfc/o+BBOPRd5bFVlZWXSclOBDj1ARKmj+zlF+rquAukekK6BdHwVcmAP6B3fyiElPTAzBRy7L3ZCw3AANzeJTWgAatRAkvQ5gOLHSQ2ytXA4LJ2CqJmZGekURKlQf+ka6B5fugek91+FHKTjS/dAsm27Zi3Kri7G1Mwkjp96NK7vOX7qUUzNTOL666/H1q1bk5yhvHTvASJKLd3PKdLXdRVI94B0DaTjq5ADe0Dv+EAKemB6Avj+p4DgTy5uc2QA2/8G2HJHcmPHQYUaSJI+B1B8OKlBtmUYBgoKCrRdEmYYBpxOp9b7L11/6RowvmwPSO+/CjmoEF/6PJA04TDwq3YYD38Qe/5oLQDgSPdB9J15ctFv63vxCRzpPggA2LNnT3oem1nSugeIKOV0P6dIX9dVIN0D0jWQjq9CDuwBveNbOSS1BybHgM6PA8+euLgtIxt4xxeB0luSE3MJVKiBJOlzAMWPkxpkW6ZpYnR0VNslYaZpYnh4WOv9l66/dA0YX7YHpPdfhRxUiC99HkiK0bNA50eBx+8HZqaw+8b1uOONLkzNTGL/Ix+Hv/fQnEdRjY4P4Wjvv2H/kUZMzUxix44d2LVrl9AOpE7a9gARidD9nCJ9XVeBdA9I10A6vgo5sAf0jm/lkLQeGB8GHrkXePGXF7dlrQbuaAFefUPi4y2DCjWQJH0OoPjxg8KJiIiIVPHUMeDnXwUmRqKbMjMMtP/d+1H7jV+i8/tH8fCJNhzpPogtGyuQl1uIsfFh/Oa5LkzPTAEAduzYgUOHDiEzk7d5RERERERKOD8AHLkXGDh9cVtOAXDHl4F1r5fLi8im0mK0GwgEAAAejwfBYBChUAgejwcAEAwG4fP54Ha7EQwGUV9fD6fTednXSH2GYSA/P1/bJWGGYaCwsFA6DTEq1F+6Bowv2wPS+69CDirElz4PJMzECPDzrwFP+WO3Z+YCN92DvC3vxOEdM3jwwQexf/9+9Pb24omnH4v50rKyMtxzzz3YtWuXNhMaadUDRCRO93OK9HVdBdI9IF0D6fgq5MAe0Du+lUPCe2DkpciExtBzF7etKgZ2/D2wpjRxcRJAhRpIkj4HUPzSYsTb2tqKtrY2AIDX60VHR0f0tZqaGvT09ACITGLU1dVFX1/sNVKfaZoYGRlBSUmJdCoiTNPE0NAQioqKtDzZqlB/6RowvmwPSO+/CjmoEF/6PJAQzweAH++LPHZqtnXXArd8EnBuAgBkZmbirrvuwvvf/36cPHkSJ0+eRH9/P0pKSrB161Zs3bpVu+tB2vQAESlB93OK9HVdBdI9IF0D6fgq5MAe0Du+lUNCeyD0bGRCY/a9fv46YMc/RO/zVaJCDSRJnwMofmkxqVFeXo7BwUEAiFlpEQwGY77O7XbD7/df9jWyD4dD74+FycjIkE5BlAr1l66B7vGle0B6/1XIQTq+dA+syPQk0PUA8EQ7MPuZrYYD8Lw38p9j7vE1DAPbtm3D1q1bMTo6qv07iWzdA0SkHN3PKdLXdRVI94B0DaTjq5ADe0Dv+EACe+BcH3Dko8CFwYvbijZGJjQKrkhMjCRQoQaSpM8BFJ+0mNQAMO9jo/x+P1wuV8w2l8uFQCCA7u7uBV+zHl1FajMMA3l5edr+IccwDBQUFEinIUaF+kvXgPFle0B6/1XIQYX40ueBZTvXB/zoC5H/na1oI3DLp4Arrr3sj5A+/iqwdQ8QkXJ0P6fwuiLfA9I1kI6vQg7sAb3jWzkkpAfO/gbo/HjMZ+XBtTkyobHatfD3CVOhBpKkzwEUv7SY1AiFQvD5fACArq4uNDQ0wO12IxQKzfv1AwMDi742n4mJCUxMTET/PTw8DAAIh8MIh8PLT56WbWZmBkNDQ1izZo10KiJM00QoFILT6dTyZKtC/aVroHt86R6Q3n8VcpCOL90Dy2KGgSd9ME4+AISnYl/a8k7ghruBrFVAHPcW0sdfBbbsgTTD+2BKJ6ZpYnh4WNtHTvC6It8D0jWQjq9CDuwBveNbOay4B17oBR7dC0ydv7itZEvkQ8Fz1f68ChVqIEn6HEDxS4tJjdkf8O12u1FVVYW+vr4Fv36hCY3FXtu3bx/uu+++Odv7+/sxPj6+lHQpQWZmZnD+/HmcPXtWy6VxpmniwoULmJyc1PJCo0L9pWuge3zpHpDefxVykI4v3QNL5Tj/MvK7v46s/iditodznBj1fAhTV1YCgyMARub/AZeQPv4qsFsPpKORkfj6lcguMjPTYoi8bFlZWdIpiJPuAekaSMdXIQf2gN7xgRX2wDMngB98GpiZvLhtw5uB2/YB2XkrTy4FVKiBJOlzAMUnLaoUDAajj4xyu90IBoMIBoNwOp1zVl4MDAzA6XQu+tp89u7di3vvvTf67+HhYWzatAklJSUoLFR7ljVdhcNhOBwOlJSU8Hl3GmL9iT1AtuqBvh/C+PlXgclRIHPWIOHVN8F868dQvKpYLjcbs1UPpKnc3FzpFIgSxjAMrF69WtuJYsMwkJ+fL52GKOkekK6BdHwVcmAP6B3fymHZPRD8MXDs80B4+uK2TduAqs8BWfa4Z1KhBpKkzwEUP9tPagQCAWzfvj36QeEWl8sFr9eL1tbWOd9TUVEBt9u94GvzycnJQU5OzpztDoeDg2gh1pKwdevWaVkD0zQxMDAAl8ul5clWhfpL14DxZXtAev9VyEGF+NLngcuaGAF+/jXgKX/s9sxc4KZ7gC3vXPaxkz7+KrBFD6Q5HndKJ6ZpYmhoSNtHTvC6It8D0jWQjq9CDuwBveNbOSyrB37zCPCzv488btay+a3A9r8BMuyz8kGFGkiSPgdQ/Gw/qeF2u9Hc3Bz9t9/vR3V1dXQ1xmzBYBAVFRWXfY3sIzs7WzoFUatWrZJOQZQK9Zeuge7xpXtAev9VyEE6vnQPLOr5APDjfcDo2djt664Fbvkk4Ny04hDSx18FSvcAEdmO7ucUXlfke0C6BtLxVciBPaB3fGAZPdD7/4AT34zd9trbgJsbAYf9HpGqQg0kSZ8DKD62n9RwOp2oqKhAS0sLnE4n+vr60NHREX29o6MDTU1NqKysRFdXV9yvkfoMw8CqVau0nDkGLi6J05UK9ZeuAePL9oD0/quQgwrxpc8D85qeBLoeAJ5oB0zz4nbDAXjeG/kvAYMb6eOvAmV7gIhsSfdzCq8r8j0gXQPp+CrkwB7QO76VQ9w9YJrAyQNA77/Gbn/je4Ab7wFsuKJVhRpIkj4HUPxsP6kBAB6PJ/qZGpeavZKjuro67tdIfaZpYnBwUNslYaZp4ty5c1izZo2WJ1sV6i9dA8aX7QHp/VchBxXiS58H5jjXB/zoC5H/na1oI3DLp4Arrk1YKOnjrwIle4CIbEv3cwqvK/I9IF0D6fgq5MAe0Du+lUNcPRAOA//1VeC//yN2e8X7AM8uwKbnURVqIEn6HEDxS4tJDdKXzrPHAJCXlyedgigV6i9dA93jS/eA9P6rkIN0fOkeiAqHgSd9wMk2YGYq9rXXvwu4cQ+Qlfhl3NLHXwXK9AARpQXdzym8rsj3gHQNpOOrkAN7QO/4QBw9MDMF/OiLQN8PY7ff9GHgOvu/aVqFGkiSPgdQfDipQbZlGAZycnK0nDkGLi6J05UK9ZeuAePL9oD0/quQgwrxpc8DACKfmfHjfZHP0JhtlRN4ayNw9VuSElb6+KtAmR4gorSg+zmF1xX5HpCugXR8FXJgD+gd38ph0R6YGgeO/g3w7IlZ3+QA3vYJ4LXvSE2SSaRCDSRJnwMofvZ7uBvRK0zTxMDAAMzZzyvXiGmaOHv2rNb7L11/6RowvmwPSO+/CjmoEF/6PICnjgG+98+d0LjqLUD1t5M2oQHIH38VKNEDRJQ2dD+n8Loi3wPSNZCOr0IO7AG941s5LNgDEyNA58diJzQysoG3fz4tJjQANWogSfocQPHjSg2ytfz8fOkURBUVFUmnIEqF+kvXQPf40j0gvf8q5CAdX6wHJkaAn38NeMofuz0zF7jpHmDLO1PyHF3p468C6fMAEaUX3c8pvK7I94B0DaTjq5ADe0Dv+MACPXB+AOj8OHDuqYvbslYD7/gC8Kr5P+fXrlSogSTpcwDFh5MaZFuGYSA7O1vbJWHWkjhdqVB/6RowvmwPSO+/CjmoEF+kB54PRB43NXo2dvu6a4FbPgk4N6UkDenjrwLp8wARpRfdzym8rsj3gHQNpOOrkAN7QO/4Vg5zemDkDHDko8DQcxe35RYCt38ZWLcl9UkmkQo1kCR9DqD48fFTZFvhcBjnzp1DOByWTkVEOBzGSy+9pPX+S9dfugaML9sD0vuvQg4qxE9pD0xPAse/ARy5N3ZCw3AA5buBO/enbEIDkD/+KpA+DxBRetH9nMLrinwPSNdAOr4KObAH9I5v5RDTA4NPA4fviZ3QyCsB3vVPaTehAahRA0nS5wCKH1dqkG0ZhoHCwkJtZ08Nw0BxcbHW+y9df+kaML5sD0jvvwo5qBA/ZT1wrg/40Rci/ztb0Ubglk8BV1yb/BwuIX38VSB9HiCi9KL7OYXXFfkekK6BdHwVcmAP6B3fyiHaA/2/jTxyanzo4hcUvgrY8fdA4QaxHJNJhRpIkj4HUPw4qUG2ZRgGsrKytD3RWEvidKVC/aVrwPiyPSC9/yrkoEL8pPdAOAw86QNOtgEzU7Gvvf5dwA13A9mrkxd/EdLHXwXS5wEiSi+6n1N4XZHvAekaSMdXIQf2gN7xrRyysrJgnPkV8P1PAlPnL764phS44yvAapdcgkmmQg0kSZ8DKH58/BTZVjgcxssvv6ztkrBwOIwzZ85ovf/S9ZeuAePL9oD0/quQgwrxk9oDo2eBzo8Cj98fO6Gxygm844vAWz8mNqEByB9/FUifB4goveh+TuF1Rb4HpGsgHV+FHNgDese3cgid+inMzo/HTmhc8UbgnV9L6wkNQI0aSJI+B1D8uFKDbMswDDidTm1nTw3DwJo1a7Tef+n6S9eA8WV7QHr/VchBhfhJ64GnjgE//yowMRK7/aq3RCYzFBjMSB9/FUifB4goveh+TuF1Rb4HpGsgHV+FHNgDescHAOMpPzY9uR9GpgFYaWzaClR9DshaJZZXqqhQA0nS5wCKHyc1yLYMw0BmZqa2JxprSZyuVKi/dA0YX7YHpPdfhRxUiJ/wHpgYAX7+NeApf+z2zFzgpnuALe8EFLnuSB9/FUifB4goveh+TuF1Rb4HpGsgHV+FHNgD+sY3TRMn/nUfuh75Fwydn0LR6ixUXlWAbdvfBWP7Z4AMPc6P0j0gTfocQPHj46fItsLhMPr7+7VdEhYOh/HCCy9ovf/S9ZeuAePL9oD0/quQgwrxE9oDzwcA3/vnTmisuxZ4zwORz9BQ6OZW+virQPo8QETpRfdzCq8r8j0gXQPp+CrkwB7QL/709DQeOHAAni1X4ca/+BQ+cqgPn/nPZ/CRQ324saUXnqb/xAPffhDT09Mpy0mSdA9Ikz4HUPy4UoNsy+FwwOVyweHQc27O4XDgiiuu0Hr/pesvXQPGl+0B6f1XIQcV4iekB6Ynge5vAb86BJjmxe2GA/C8N/KfI2NlMZJA+virQPo8QETpRfdzCq8r8j0gXQPp+CrkwB7QK/7Y2Bhqa2rQ+b3vAQCyMrKxZWMF8nMLMTo+jFPPdaO3txd1dXV46KGH0N7ejry8vJTkJkW6B6RJnwMofpzUIFvTfTkY919+/6VzYHy946uQg+3jn+sDfvSFyP/OVrQRuOVTwBXXruznJ5n08VcBjwERJZLu5xTd9x+QPwa6x1chB8bXI/709DRqa6rR+b1HkZWZgx3lu3DjltuRl1sY/ZrR8SEcP/UojnQfRGdnJ2pra3H48GFkZqb3n1Ole0Ca7vtvF5x2ItsKh8M4d+6ctkvCwuEwzpw5o/X+S9dfugaML9sD0vuvQg4qxF92D4TDwK/agYca5k5ovP5dwJ8dUH5CQ/r4q0D6PEBE6UX3cwqvK/I9IF0D6fgq5MAe0Cf+wQPfjE5o3LOjBd6ynTETGgCQn1sEb9lO3LOjBVkZ2ejs7MSDDz6Y9NwkSfeANOlzAMWPkxpkWw6HA2vWrNF2SZjD4cD69eu13n/p+kvXgPFle0B6/1XIQYX4y+qB0bNA50eBx+8HZqYubl/lBN7xReCtHwOyVyc012SQPv4qkD4PEFF60f2cwuuKfA9I10A6vgo5sAf0iG+Ovoz7Wz4LANhRvgul69+46NeXbrgOOyp2AwD2798Pc/Yja9OMdA9Ikz4HUPxYIbK1dL6QxIP7L7//0jkwvt7xVcjBdvGfOhb5MPDnA7Hbr7oJqP42cPVbEpdcCkgffxXwGBBRIul+TtF9/wH5Y6B7fBVyYPw0jx96Fif+/s/R+4cBZGVk48Ytt8f1bTdsuQ1ZGdno7e3FyZMnk5ujMOkekKb7/tsFJzXItsLhMAYGBrRdEhYOh/HSSy9pvf/S9ZeuAePL9oD0/quQgwrx4+6BiRHg2OeBY5+L/H9LZi7wxx+NrNBY7UpeskkgffxVIH0eIKL0ovs5hdcV+R6QroF0fBVyYA+kefz+3wH/cQ+6f/MHAMCWjRVzHjm1kPzcImzZWAEA6OrqSk5+CpDuAWnS5wCKX3p/sg2lNYfDgZKSEm2XhDkcDlx55ZXSaYhRof7SNWB82R6Q3n8VclAhflw98FwP8ON9wFh/7PZ11wK3fBJwbkpekkkkffxVIH0eIKL0ovs5hdcV+R6QroF0fBVyYA+kcfzne4DvfxqYOo+RiRkAQH6cExoWawJkZGTkMl9pX9I9IE36HEDx46QG2ZZpmpientZ2WZi1/5mZmTAMQzqdlFOh/tI1YHzZHpDefxVyUCX+gj0wPQGcbAOe8MVuNxyA572R/xwZyU80SaSPvwqkzwNElF50P6fwuiLfA9I1kI6vQg7sgTSNH/wx8MO/i36eXkFOZAwwOj68pB8z9srXFxQUJC43xUj3gDTpcwDFj9NOZFumaSIUCml7ojFNE+fOndN6/6XrL10DxpftAen9VyEHFeIv2AP9vwP+vW7uhEbRRuDO+4GK99l6QgOQP/4qkD4PEFF60f2cwuuKfA9I10A6vgo5sAfSMP6vHwb8fxud0ACAiq03AABOPdeN0fGhuH7M6PgQTj3XDQCorKxMXH6Kke4BadLnAIofJzXIthwOB9auXavtkjCHw4H169drvf/S9ZeuAePL9oD0/quQgwrx5/RAeAYI/B/g4Q8Cg0/HfsO1dwLveQC44trUJpok0sdfBdLnASJKL7qfU3hdke8B6RpIx1chB/ZAGsU3TaD728DPvxr5/5bXVGHbR76NsrIyTM1M4vipR+P6ccdPPYqpmUlcf/312Lp168rzU5R0D0iTPgdQ/Pj4KbIt0zQxNTWl7eyptf9ZWVnaLgmUrr90DRhftgek91+FHKTim6aJEydO4OTJk3j++efxqle9Clu3bsW2LRth/Hgf8NKTsd+w2gXc/Ang1dtSlmMqSNdfBdLnASJKL7qfU3hdke8B6RpIx1chB/aA7P19V1cXhoaGUFRUhMrKSmzbtm15eYRngJ/9A3Dqkdjt19UAN9wNw+HAnj17UFdXhyPdB7F5/RtQuv6NC/64vhefwJHugwCAPXv2pPU5UroHpUmfAyh+nNQg2zJNE8PDw9iwYYN0KiJM08Tg4CBKSkq0vdBI11+6Bowv2wPS+69CDqmOPz09jYMHD+L+++9Hb2/vnNfLNhVgz83rsfvG9cjMeCWfzW8F/vijwCpn0vNLNen6q0D6PEBE6UX3cwqvK/I9IF0D6fgq5MAeUOz+vqwMe/bswe7du5GZGeefMKcuAP77gGcej92+rQF48/8AXtmv3bt346GHHkJnZyf2P/Jx7KjYjRu23Ib83KLot4yOD+HxU99DZ/eDmJqZxI4dO7Br167l7q4tSPegNOlzAMXPMDn1tCzDw8MoKirC0NAQCgsLpdPRUjgcxtmzZ7Fu3TouC9MQ60/sAb2MjY2htrYWnZ2dAICsjGxs2ViB/NxCjI4P49Rz3ZiamQQA3PFGF9r3lCPv1o8Br6mKDlwo/fA8II/3xInDYymP5xRiDxB7IHWWdH9/xx1ob29HXl7e4j/0/ADw6F6g/9TFbYYDeOvHgS13xJ1DXm4hxsaH8ZvnujD9ymdx7NixA4cOHbp8DmRrPAfIi/eemCs1yLZM08Tk5KS2S8Ks/c/OztZ29ly6/tI1YHzZHpDefxVySFX86enp6GAjKzMHO8p34cYttyMv9+INzuj4EI6fehRHug+i88kB1D4UxuEP3IrMND4/StdfBdLnASJKL7qfU3hdke8B6RpIx1chB/aAovf3nZ2ora3F4cOHF16xMfQ88L1GYOi5i9uyVgHe+xZ8DG1eXh4OHz6MBx98EPv370dvby+eePqxmK8pKyvDPffcg127dsW/WsTGpHtQmvQ5gOLHKSeytdHRUekURA0NDUmnIEqF+kvXQPf40j0gvf8q5JCK+AcPHowOeO7Z0QJv2c6YAQ8A5OcWwVu2E/fsaEFWRjY6f3AMDz74YNJzkyZdfxVInweIKL3ofk7hdUW+B6RrIB1fhRzYA4re33d2Lnx/f/YUcPju2AmNVcXAO7922c/Vy8zMxF133YVAIIDjx4/jH//xH/FXf/VX+Md//EccP34cgUAAd911lxYTGhbpHpQmfQ6g+PDxU8vE5eHyuCRMb6w/sQf0YJomPB4Pent78e5t9fCW7bzs9/h7D+HhE20oKytDIBDQ8h1GuuB5QB7viROHx1IezynEHiD2QPIl/P7+mePA0c8C0+MXtxVtBO74MlB45ZLzYw/ojfWXF+89MatDtmWaJiYmJrRdEmaaJi5cuKD1/kvXX7oGjC/bA9L7r0IOqYh/4sQJ9Pb2IisjGzduuT2u77lhy23IyshGb28vTp48mbTcpEnXXwXS5wEiSi+6n1N4XZHvAekaSMdXIQf2gM3u7091Rj5DY/aExrprgTv3L2tCA5DvAWnSPShN9/rbCSc1yNbOnz8vnYKosbEx6RREqVB/6RroHl+6B6T3X4Uckh2/u7sbAKIf2BeP/NwibNlYAQDo6upKWm4qkK6/CqTPA0SUXnQ/p/C6It8D0jWQjq9CDuwBG9zfmybQcxD4STNghi9+4VVvAd751cijp1ZAugekSfegNN3rbxf6PBCO0o5hGCguLtb2sSKGYWDt2rXSaYhRof7SNWB82R6Q3n8Vckh6/HAYI7/7OQAgP84Bj8UaII2MjCQ8LVVI118F0ucBIkovup9TeF2R7wHpGkjHVyEH9kDy41v358u+vx8eAn72FeA3j8R+wevfBfzRXwOOjBXlJ90D0qR7UJru9bcTrtQg2+KSOBPnz5/Xev+l6y9dA8aXX5ot/TsonUNS44+cAR75KxScjbyTa3R8eEnfPvbK1xcUFCQ8NVVI118F0ucBIkovup9TeF2R7wHpGkjHVyEH9kDy41v358u+v3/uJ3MnNCrvAv74oyue0ADke0CadA9K073+dsJJDbK1yclJ6RREXbhwQToFUSrUX7oGuseX7gHp/Vchh4THN03gt48CHe8DXvwlKq6KDHpOPdeN0fGhuH7E6PgQTj0XmQyprKxMbH6Kka6/CqTPA0SUXnQ/p/C6It8D0jWQjq9CDuyB5MavqIg8RmrZ9/eF/RdfMBzAzU2A571AAt9ZL90D0qR7UJru9bcLTmqQbRmGgaKiIm2XhBmGgTVr1mi9/9L1l64B48v2gPT+q5BDwuNfCAFH/wb48T5gKvIc022bC1C2qQBTM5M4furRuH7M8VOPYmpmEtdffz22bt2amNwUJF1/FUifB4goveh+TuF1Rb4HpGsgHV+FHNgDyY+/bds2lJWVLe/+flM+tl79ykrsrFXAbV8CttyR0Pyke0CadA9K073+dsJJDbItLokzMTo6qvX+S9dfugaML780W/p3UDqHhMZ/+nGgYzdw+qcxm40N12HPx/8GAHCk+yD6zjy56I/pe/EJHOk+CADYs2dPWt+MStdfBdLnASJKL7qfU3hdke8B6RpIx1chB/ZA8uMbhoE9e/YAWMb9/ds2RO7vVxUD7/wa8OptCc9PugekSfegNN3rbyec1CBbm56elk5B1NTUlHQKolSov3QNdI8v3QPS+69CDiuOP3ke+OlXgEc/AVwYvLjdkQlsrQfe9XXs/tBf4Y477sDUzCT2P/Jx+HsPzVmqPjo+hKO9/4b9RxoxNTOJHTt2YNeuXSvLzQak668C6fMAEaUX3c8pvK7I94B0DaTjq5ADeyD58Xfv3r30+/vrXNh1w3qgaCNw5/3Aui1Jy0+6B6RJ96A03etvF4bJqadlGR4eRlFREYaGhlBYWCidjpbC4TDOnj2LdevWweHg/JxuWH9iD6SBl34N/OiLwNBzsduLrwZu/Qyw9proprGxMdTW1qKzsxMAkJWRjS0bK5CXW4ix8WH85rkuTM9Ebr537NiBQ4cOIS8vL1V7QkJ4HpDHe+LE4bGUx3MKsQeIPZA6S7q/v86FQx94PfKuKgPe8QUgtyhpebEH9Mb6y4v3npjVIdsyTRNjY2PaLgkzTRMjIyNa7790/aVrwPiyPSC9/yrksOz4M9NA1wPA4XvmTmi8qRb4swMxExoAkJeXh8OHD+OBBx6IPoP3iacfw/HfPoonnn4M0zNTKCsrwwMPPICHH35YiwkN6fqrQPo8QOktEAigvLx8zvZgMIiWlhb4fD60tLQgFArF9RqpT/dzCq8r8j0gXQPp+CrkwB5IXfy47u835eGBv3gNHv7gG5B3bRWw4x+SOqEByPeANOkelKZ7/e0kUzoBopUIh8PSKYiamZmRTkGUCvWXroHu8aV7QHr/VchhyfEH/xBZndH/29jt+euAt+0FXuVZ8FszMzNx11134f3vfz9OnjyJEydO4Omnn8ZVV12Fbdu2YevWrWn9GRrzka6/CqTPA5SefD4f3G43AoHAnNdqamrQ09MDIDKJUVdXh46Ojsu+Rvag+zmF1xX5HpCugXR8FXJgD6Qu/qX39ycf+xn6ew6jZPpFbL26AFuvLojc31//v4CKu4AUvXNeugekSfegNN3rbxec1CDbMgwDBQUF2v0By2IYBpxOp3QaYlSov3QNGF+2B6T3X4UclhQ/HAZ+/e/AiVZgZjL2tde8HXjLR4Ccgrjjbtu2DZWVlVovDZauvwqkzwOUvqqrq+fdHgwGY/7tdrvh9/sv+xrZg+7nFF5X5HtAugbS8VXIgT0gE98wDGy79mpse+YbwGoHgFe98oID+OOPAq9/Z0pz4bXAKZ2GGN3rbyf6/QWA0oZpmhgdHdV2SZhpmhgeHtZ6/6XrL10DxpftAen9VyGHuOOP9gOdHwMe+3rshEZOAVB1H3Drp+Ke0Lg0vvR5QJJ0/VWgew9Q6vn9frhcrphtLpcLgUBg0dfIHnQ/p/C6It8D0jWQjq9CDuwBofj9vwMe/hDMc6cxPJMD0wSQtRq4vSWlExqAfA9Ik+5BabrX3064UoOIiIiS5yk/8POvARMjsds3bQNubgLy1oikRUS0HAt9RsbAwMCir81nYmICExMT0X8PDw8DiDzygI89kBEOh2GaJsLhsJbv0LT2Xdf9B+R7QLoG0vFVyIE9IBD/6cdg/PDzwPQ4TCDyX95amLc3Ay53ZMV3Ckn3gDTpHpSme/1VEO99MCc1yLYMw0B+fr62JxnDMFBYWCidhhgV6i9dA8aX7QHp/Vchh0Xjjw8DP/8q0PfD2O2ZOcANdwPX3gmssHbSPSBNuv4q0L0HSB2LfSD4Qq/t27cP991335zt/f39GB8fT1BmtBThcBjT09Po7+/X8rGGFp37T5UekK6BdHzJHNgDqY2f+1QnVv/yX2Dg4h8xs4s2ov8tn4I5nQ+cPZuSPGZTpQekSfegFNZf3sjIyOW/CJzUIBszTRMjIyMoKSmRTkWEaZoYGhpCUVGRln/MUaH+0jVgfNkekN5/FXJYMP5z3cCPvwSM9cd+w7rXA7d8CnBuSlh86fOAJOn6q0D3HqDUczqdc1ZeDAwMwOl0LvrafPbu3Yt77703+u/h4WFs2rQJJSUl2k9YSpmZmcHo6ChKSkqQkZEhnU7K8boi3wPSNZCOr0IO7IEUxTfDwPF/hvHr7wKZGQAix9rcdANGKv4Sa9dcIdaD0j0gTboHpelefxXk5ubG9XWc1CBb033WVPcTrAr1l66B7vGle0B6/6VyME0TJ06cQFdXF86dO4c1a9agsrIS2zxvhtHVBjz577HfYDiA8l3A9X8BOBKbr3QPSFOhB6Xp3gOUWl6vF62trXO2V1RUwO12L/jafHJycpCTkzNnu8PhYF8LMU0TGRkZ2tbANE1kZWXB4XBo+YcsQL4HpGsgHV+FHNgDKYg/OQYc+xzwzPHY7dfeCdz0EWSdvyDeg7wW6Hst0L3+Koj3uHNSg2zLMAzk5eVpeZIFIvtfULD0D9ZNFyrUX7oGjC/bA9L7L5HD9PQ0Dh48iPvvvx+9vb1zXi+7uhh7/mgtdt+4HpkZr9SlaCNw62eAdVsSno90D0hToQel6d4DlBqhUCi62sLtdse8FgwGUVFREV2psdBrZA+6n1N4XZHvAekaSMdXIQf2QJLjD78IfH8vMHB6dlBg24eAN9WK738kHV4LpGsgSff62wmnnMi2TNPE8PAwTNOUTkWEaZoYHBzUev+l6y9dA8aX7QHp/U91DmNjY7jzzjtRV1eH3t5eZGVk47qrbsKNr7sN1111E7IystH7h0HUfef3uPMbv8bYxAzwhj8F3vOtpExoAPI9IE2FHpSmew9Q8vj9fjQ1NQGIfPaFz+eLvtbR0YGmpib4fD60traio6MjrtdIfbqfU3hdke8B6RpIx1chB/ZAEuOfeRJ4+EOxExqZucDb/w54807AMMT3H5DvAWkq1ECS7vW3E67UIFvLzNS7hbOysqRTEKVC/aVroHt86R6Q3v9U5TA9PY3a2lp0dnYiKzMHO8p34cYttyMv9+Iz30fHh3D81KM40n0QnU8OoPawicN335P0Gkn3gDQVelCa7j1AyeH1euH1etHc3DznNbfbHd1eXV0d92tkD7qfU3hdke8B6RpIx1chB/ZAEuL/3g/8pBmYmby4La8EuG0fsPY1yY+/RNI9IE2FGkjSvf52wZUaZFuGYWD16tXaLgkzDAP5+fla7790/aVrwPiyPSC9/6nM4eDBg9EJjXt2tMBbtjNmQgMA8nOL4C3biXt2tCArIxudP3wMDz74YFLzku4BaSr0oDTde4CIEkv3cwqvK/I9IF0D6fgq5MAeSHB80wS6/wX44edjJzRKtgB/+s05ExrS+2/lwGuBvtcC3etvJ5zUINsyTRNDQ0PaLgkzTRPnzp3Tev+l6y9dA8aX7QHp/U9VDqZp4v777wcA7CjfhdL1b1z060s3XIcdFbsBAPv37096btLnAUkq9KA03XuAiBJL93MKryvyPSBdA+n4KuTAHkhg/OmJyAeC91zyRif3zcC7/hHIW5vc+Msk3QPSVKiBJN3rbydpsZ4mEAjA7/cDALq6unDgwIHoB/IFAgEAgMfjQTAYRCgUgsfjARD58D6fzwe3241gMIj6+np+kJ/NZGdnS6cgatWqVdIpiFKh/tI10D2+dA9I738qcjhx4kT0MzRu3HJ7XN9zw5bbcKT7IHp7e3Hy5Els27YtaflJ94A0FXpQmu49QESJpfs5hdcV+R6QroF0fBVyYA8kIP75AeD7nwTO/iZ2u+cvgPL3A46F32Mtvf+AfA9IU6EGknSvv12kxUoNv9+PxsZGNDY2orKyEtu3b4++1traivLychiGgYaGBrjd7uhrNTU1aGxsRHV1Naqrq1FXVyeRPi2TYRhYtWqVtkvCdF8Sp0L9pWvA+LI9IL3/qcqhu7sbALBlY8WcR04tJD+3CFs2VgCIvNkgWaR7QJoKPShN9x4gosTS/ZzC64p8D0jXQDq+CjmwBxIQ/1wf8FBD7IRGRhZwy6eAyg8sOqEhvf9WDrwW6Hst0L3+dmL7SY1AIIB9+/ZF/11dXY1AIIBgMAgAKC8vx+DgIAYHB3H06NHoSgzrdYvb7Y6u9iB7ME0Tg4OD2i4JM00TL7/8stb7L11/6RowvmwPSO9/qnIYefa/AQD5cU5oWKwJkJGRkYTnZJHuAWkq9KA03XuAiBJL93MKryvyPSBdA+n4KuTAHlhh/KcfAw7fA4yevbgttwh451eB1749+fETQLoHpKlQA0m6199ObD+p4fF4cODAgei/Q6EQAMDlckW3OZ3OOY+V8vv9MV9jfY/1uCqyh9WrV0unICovL086BVEq1F+6BrrHl+4B6f1Pag5TF4Cf/QMKnv4BAGB0fHhJ3z72ytcXFBQkPLXZpHtAmgo9KE33HiCixNL9nMLrinwPSNdAOr4KObAHlhHfNIHe/xt55NTU+Yvbi68G/rQVWH9dcuMnmHQPSFOhBpJ0r79dpMVnalRXV0f//6FDh+D1eqOTGKFQCD6fD0DkERjWI6isyY9LDQwMzLt9YmICExMT0X8PD0f+WBMOhxEOhxOwF7RUpmkiOzsbpmlqW4OcnByYpqnlDLIq9Zeugc7xVegB6eOftBxeehLGj78EDD+P8qsikxKnnuvG6PgQ8nOLLvvto+NDOPVc5LFV5eXlSauPCj0gTYUelMQekMfjTunEMAzk5ORo+8gJ65EbOpPuAekaSMdXIQf2wDLiT08AP2kBnrrk6SebtgHb/wbIyU9u/AST7gFpKtRAku71t5O0mNSwWBMYPT090W2zP/zb7XajqqoKfX19i/6M+ezbtw/33XffnO39/f0YHx9fUd60PDMzM3j22WcRDoeRkZEhnU7KWUviiouLtTzZqlB/6RroHl+6B6T3Pyk5zExh9W/akfvbh2Ag8ofK8k25ePPG1fjlc+dx/NSj8JbtvOyPOX7qUUzNTOKNb3wjrr76apw9e/ay37OsdBU4D0hSoQel6d4DKkjmI+aIUs00TQwMDKCkpEQ6FRGmaaK/vx8lJSXaXleke0C6BtLxVciBPbDE+KP9wA8+DfSfit3+xj8DbrwHcCzt/kx6/60ceC3Q91qge/3tJK0mNZqammI+NwOIfHaGx+MBEJnUCAaDCAaDcDqdc1ZlDAwMzHlMlWXv3r249957o/8eHh7Gpk2bUFJSgsLCpT1nnBJjZmYG09PTWLdunZZ/yDBNE06nE9nZ2VpeaFSov3QNdI8v3QPS+5/wHAaCMH7+xcgH+2VmAHjlmOaV4O4Pb0dD0xdwpPsgNq9/A0rXv3HBH9P34hM40n0QAPCRj3wEV1xxxcryWoR0D0hToQel6d4DKsjNzZVOgSih8vPjf0dxOioquvyKzHQn3QPSNZCOr0IO7IE447/068iExvlZf1tzZAJ/9NfA69+Z/PhJJN0D0lSogSTd628XaTOp0dLSgqampphHSwWDQWzfvh2Dg4MxX+tyueD1etHa2jrn51RUVMz783NycpCTkzNnu8PhgMNh+48msa2cnBxkZGRoWwOdlwQCatRfuga6x5fuAen9T0gO4TDwq0NA97eAmanY1177DuCmj+D9Gbk4/JNfoLOzE/sf+Th2VOzGDVtui3kU1ej4EB4/9T10dj+IqZlJ7NixA+973/uSXhvpHpCmQg9K070HpPG4UzoxDEPriWLrkRs6k+4B6RpIx1chB/ZAnPF/+yjws6/Ejh9WOYGqzwMb3pT8+Ekk3QPSVKiBJN3rbydpMQrx+XzweDzRCY329nY4nU643W40NzdHv87v96O6ujr62mzBYBAVFRULrtQg9YTDYZw7d07bZzmHw2G89NJLWu+/dP2la8D4sj0gvf8JyWH4BeA/PwKc+GbsgCS3CKj6HHDLJ4GcfGRmZqK9vR133HEHpmYm8fCJNnzmO3+O1kc/g+/8+MtoffQz+PR3duLwiQPRCY1Dhw4hMzO5752Q7gFpKvSgNN17gIgSS/dzCq8r8j0gXQPp+CrkwB64TPzwDPD4/cCP98WOH9ZcA/xp24omNOKKnwLSPSBNhRpI0r3+dmL7lRrBYBA1NTUx25xOZ/SzNCoqKtDS0gKn04m+vj50dHREv66jowNNTU2orKxEV1dXzGukPsMwUFhYqO3sqWEYWj9HXYX6S9eA8WV7QHr/V5SDaQKnHokMSKYuxL521VuAt34MWO2K2ZyXl4fDhw/jwQcfxP79+9Hb24snnn4s5mvKyspwzz33YNeuXUmf0ADke0CaCj0oTfceIKLE0v2cwuuKfA9I10A6vgo5sAcWiT8xAhz7HPDsydjt7rcBb/sEkLXyFcTS+2/lwGuBvtcC3etvJ4ZpmqZ0EnY0PDyMoqIiDA0N8TM1hITDYZw9exbr1q3jow80xPoTe2CZxs4BP20Bnjkeuz1rNXDTh4HX3Q5c5gbONE2cPHkSXV1dGBkZQUFBASorK7F169aU3vyxB4g9II/3xInDYymP5xRiDxB7YAGhZ4BH9wJDz8Vur/wAcP3/uuz4wU7YA3pj/eXFe0/M6pBthcNhvPzyy9ouCQuHwzhz5ozW+y9df+kaML5sD0jv/7Jy6PsR0LFr7oTGhjcD1f8CbLkjrgGJYRjYtm0b7r77brzvfe/D3XffjW3btqX83SzSPSBNhR6UpnsPEFFi6X5O4XVFvgekayAdX4Uc2APzxH/mBPDQh2InNLJWA2//O8DzFwmd0JDefysHXgv0vRboXn87sf3jp0hfhmHA6XRquyTMMAysWbNG6/2Xrr90DRhftgek939JOYwPA4/9E/D7o7HbM7KBrXXAG6uBZbwLRfoYSPeANOnjrwLde4CIEkv3cwqvK/I9IF0D6fgq5KBrD5imiRMnTqCrqwtDQ0MoKipCZUUFtq36A4yTbYA56w+8BRuA274IuNwL/8Blkq6/lQOvBfpeC3Svv51wUoNsyzAMZGZmanuiMQwDWVlZ0mmIUaH+0jVgfNkekN7/uHN4rhv48ZeAsf7Y7WtfA9zyKcC1Obnxk0i6B6RJH38V6N4DRJRYup9TeF2R7wHpGkjHVyEH3XpgenoaBw8exP3334/e3t45r5dtysOem6/E7hvXIzPDAK68Hqi6D8gtSko+0vW3cuC1QN9rge71txM+fopsKxwOo7+/X9slYeFwGC+88ILW+y9df+kaML5sD0jv/2VzmLoA/PxrwJGPxk5oGA7A817g3d9Y0YTGZeOngHQPSJM+/irQvQeIKLF0P6fwuiLfA9I1kI6vQg469cDY2BjuvPNO1NXVobe3F1kZ2bjuqptw4+tuw3VX3YSsjGz0PjuGuu/8Hnd+49cYc98B3PGVpE1oAPL1t3LgtUDfa4Hu9beTZa3UGB4eRnt7O/r6+hAMBgEALpcLTqcTb3/723HLLbckNEmi+TgcDrhcLm0/uMfhcOCKK67Qev+l6y9dA8aX7QHJ/beWh3d3d0eXh1dUVFz8XIuXfg386ItzP8ivaGNkdcYV1yYkD917QJr08VeB7j2gE44/KBV0P6fwuiLfA9I1kI6vQg669MD09DRqa2vR2dmJrMwc7CjfhRu33I683Isfyjs6PoTjpx7Fke6D6HxyALVf+ykO3/LRpD7yRbr+Vg68Fuh7LdC9/naypHNRb28vGhsbcezYMVx//fWoqKjA5s0X3+XZ19eH97znPRgaGkJ9fT2am5v/f/bePb6ussr/f++Ta5trk6Y3ikAqEqFo2qYJRRGkAaFRUWjLzG+caaWmCCnqoLSC4gxeqC3ozEgqtFRNZ3C+9qK0SkOFcBdsLo0HW4cqNFAp0Au5J22uZ//+CCftIb3kcs5Zz86z3q8XL80+l7We5/PpWmef5zx7n/Yu5YoyUmzfDqbjlx+/dA4a3674Z9wenvtRSuZ9lMVT3yD2/Z/BLvo8FHwZ4hLDmpNtGpiG7eMHnYPRjp5/KNHG9ppi+/hBfg5sj29CDjbELysr61/QWFa0mmmTpg94TnJiGoW5N3LexAsp3b6c8vJyNmzYwJIlSyKam/T8m5KDJDp+u8fvFQa9qHHfffexceNGbr75ZjZv3kxa2qm3mzU1NbFu3TpmzZrFunXr9JdTSkQIBALU19czYcIEK1dQA4EABw8eZNKkSdaOX1p/aQ00vqwHoj3+9vb2/l9TAcTFxJMzNY/kxFTaOlrYe6AGv/9liv0v8+j0DDYVf5ikhBhIyoIrvglT88Kek+0ekEZ6/k3Adg+MdvT8Q4k2ttcU7SvyHpDWQDq+CTnY4AHXdVmzZg0ARbMWnXRB40SmTb6YorzFbK1cR2lpKTfddFPEvvSV1j+Yg/YCe3uB7fp7Ccd1XfdMT3rqqaeora3ljjvuGNKbNzU1sXTpUjZt2jTsBE2lpaWFtLQ0mpub9ddgQtheaKFvDmweuwn6S2tgc3wTPBCt8ff09HDdddcNent4d28X86ZnsO3HXyX2sq9BYuT6lO0ekEa6BkijHpAnUp+JbTz/0PMLebSmaF8xwQPSGkjHl87BBg/s3LmTOXPmEBcTz/e/sDHknOJUtHU0c/cj/0B3bxc7d+6koKAgYvlJe9AED0gjrYEkqr88g/1MPCh15s6dO+QTCoD09HRPnlAo3mEQa3KjGh2//Pilc9D4dsR///bwwtwbB5x8BLeHLytaTVxMPOV7Gtjw97MiuqAB9mhgKraPH3QORit6/qFIYXtNsX38ID8Htsc3IYfRHr+mpgaAnKl5g1rQgL5zjZz3dn5XV1dHLDeQn39TcpBEx2/3+L2CLjkpniUQCNDQ0EAgEJBORYRAIMChQ4esHr+0/tIaaHxZD0Rr/MPdHg5QWloa0Q9ktntAGun5NwHbPaAoSnixvaZoX5H3gLQG0vFNyMEGD7S2tACQPMQfPwUXQFpbW8OeUxBp/YM5aC+wtxfYrr+XGNKNwk/E7/ezYsUK6urqBjz26quvjigpRRkMPp+PrKwsa7eD+Xw+pkyZIp2GGCboL62Bxpf1QLTGX1lZid/vJy4mnjk51w7qNZfkXMP2mjL8fj9VVVUR2x5uuwekkZ5/E7DdA7ah5x9KpLG9pmhfkfeAtAbS8U3IYdR7oOsoKW89D0BbR8uQXtr+3vNTUlLCnlYQaf2DOWgvsLcX2K6/lxj2osaCBQuYMWMGy5cvJyMjI5w5KcqgcF2Xnp4ea7eFBccfGxsbsZt0mYwJ+ktroPFlPRCt8Y9ke/ju/S9RXV0dsUUN2z0gjfT8m4DtHrANPf9QIo3tNUX7irwHpDWQjm9CDqPaA01vwhPfJi/5EAB7D9TQ1tFMcmLaGV/a1tHM3gN95yWzZ88Ob14nIK3/iTloL7CzF9iuv5cY9qJGfX29Xq9WEcV1XZqampg0aZJ0KiK4rkt9fT0TJkywttFI6y+tgcaX9UC0xh/c3m3i9nDbPSCN9PybgO0esA09/1Aije01RfuKvAekNZCOb0IOo9YD+1+Cp78PXe0UnJdC7tlJ+N9sZ+feHRTm3njGl+/cu4Pu3i5mzJhBfn5++PJ6H9L6B3PQXmBvL7Bdfy8x7L00Cxcu5OWXXw5nLooyJHw+H+PHj7d2S5jP52PSpElWj19af2kNNL6sB6I1/pTeRsDc7eE2e0Aa6fk3Ads9YBt6/qFEGttrivYVeQ9IayAd34QcRp0HAgGoehh23Ald7QA4jkPJ1TkAbK8pY9/BPad9i33v7GZ7TRkAJSUlEf2iW1r/YA7aC+ztBbbr7yWGvVNj1apVZGdn9/934hbwBx98MCzJKcrpcF2X7u5ua7eEBccfFxdn7eq5tP7SGmh8WQ9EfPzdHVC1lrzWJwFzt4fb7AFppOffBGz3gG3o+YcSaWyvKdpX5D0grYF0fBNyGFUeONYIT30P3toVenxKLot//C0efeeLlJeXU/rYHRTlLeaSnGtCzjXaOpr5497HKa/ZQHdvF0VFRSxatGhkOZ0Baf1PzEF7gZ29wHb9vcSwl50KCwsZN24cs2bN4rzzziMtLa3/P0WJBq7r0tLSYm2hcV2XxsZGq8cvrb+0Bhpf1gMRHf/hV+A3X4I9v+nfHt7d28XOvTsG9fJobg+32QPSSM+/CdjuAdvQ8w8l0theU7SvyHtAWgPp+CbkMGo8cOgv8OvigQsaFy+Aoh8TmzqBTZs2MW/ePLp7u9hauY67H/kH1u64m0eevY+1O+7m24/cyLbKh/sXNDZu3Ehs7LB/Gz0opPUP5qC9wN5eYLv+XmLY1Wjfvn288cYbpKYO7RrfihIufD4fmZmZ1m4J8/l8TJw4UToNMUzQX1oDjS/rgYiMv7cH/vTfUPs/4AaA97aHXz6F4kdeZXtNGedNuohpk6af8i2ivT3cZg9IIz3/JmC7B2xDzz+USGN7TdG+Iu8BaQ2k45uQg+c94Lrwl0fhj2sg0HP8eNxYuHw5TPtk/6GkpCS2bdvGhg0bKC0txe/3s3v/SyFvl5uby7Jly1i0aFHEFzRAXv9gDtoL7O0FtuvvJYZdkfLy8qzchqSYg+u6dHV1Wbt6Ghx/fHy8lf8WTdBfWgONL+uBsI+/4XV45l5492+hx5PGs/i7K3m04QdGbg+32QPSSM+/CdjuAdvQ8w8l0theU7SvyHtAWgPp+Cbk4GkPdB2FF+6H154KPT7uXLjquzDunAEviY2NZcmSJdx0001UVVVRVVVFU1MT6enp5Ofnk5+fH1UdpPU/MQftBXb2Atv19xLDXtRYsGABM2fOpLCwkFmzZoU89qUvfWnEiSnKYGhra5NOQZTm5maysrKk0xDDBP2lNbA9vrQHwjL+QAD2/Bqq1kFvV+hjHyyEj32V2MRUNm3axMKFCykvL2dr5Tq215SRMzWPpMRU2jtaeOVANT293QBR2x4O6gFppOffBGz3gE3o+YcSDWyvKdpX5D0grYF0fBNy8KQHGvfDk9+BxjdCj39wLlz2DYgfe9qXO45DQUEB+fn5HDlyhKysLLEvtKX1B3kPSGOCBpLYrr9XcNxhLj1dffXVNDQ0DHxDx6G6unrEiZlOS0sLaWlpNDc36xZ4IQKBAIcPH2bChAm6LcxCVH9lVHig9SA8uxLe9oceT0iBy26HaVeGHO7p6QnZHv5+or09XJpR4QFlRKgH5InmZ+LRfv6h5xfyaE1R1AOKJz1Q9yw8uwq6jx4/5ouFOSVw0efBwl/bjwRPekAJG6q/PIP9TDzsbzyeeOKJ4b5UUcKC67p0dnZauyXMdV06OjpITEy0dkugtP7SGmh8WQ+MaPyuC38th5dKQ08+AM4u6LvebdL4AS872fbwxsZGxo0bJ7Y93GYPSCM9/yZguwdsQ88/lEhje03RviLvAWkNpOObkIOnPNDbA1Vr4c+bQo8nZUHhv8Np7sMXlvgRQDp+MAftBfb2Atv19xKj/2ecyqjm6NGjZ37SKKa9vZ3ExETpNMQwQX9pDWyPL+2BYY2/vR6evw/+/sfQ43Fj4JJb4cOfOeOvqU7cHl5fX09mZqbYB07bPSCN9PybgO0eUBQlvNheU7SvyHtAWgPp+Cbk4AkPtL8LFf8OB3eHHj9rFsy9G8aMi2z8CCIdH+Q9II0JGkhiu/5eISz7aO6//37eeOONcLyVogwax3EYN26clSvH0Df+8ePHWz1+af2lNdD4sh4Y1vhfewo2Lxq4oDFpOtzwM7jws0PaHm6CBtLxpeuAJNLzbwK2e8Bm9PxDiQS21xTtK/IekNZAOr4JOXjCA2/74ddfGrigMeMLMO/+ES1omDD/JnhQe4G9vcB2/b1EWBY17r33Xmpra8PxVooyaFzX5dixY9ZuCXNdl6NHj1o9fmn9pTXQ+LIeGNL4jzX1/ZLqqe9CZ+vx4zFxcMkt8JkHIO2syOYQAUyIL10HJJGefxOw3QM2o+cfSiSwvaZoX5H3gLQG0vFNyMFoD7gu+P8fPPavcKzx+PH4ZPjUvZBfDCO8B4AJ82+CB7UX2NsLbNffS4Tl8lMnu2GfokSDrq4u6RREOXbsGGPGjJFOQwwT9JfWwPb40h4Y1PjfeLHvclMnnngAjP8QfPIuyDgv8jlEEOn40h6QRnr+TcB2D9iKnn8okcL2mqJ9Rd4D0hpIxzchByM90NECz/4Q9r8Yejzzg3D19yB1SmTjRxHp+CDvAWlM0EAS2/X3CnpPDcWzOI5DWlqatVvCHMchMzNTOg0xTNBfWgONL+MB13WprKykpqaG1tZWUlJSyMvLo6CgIDSXzjb4Yyn89fH3Je6Dmf8CM/4ZYkbWhk3QQDq+dB2QRHr+TcB2DyiKEl5srynaV+Q9IK2BdHwTcjDSA4f+r2/Xd9uh0OMXzIOPfw1iEyIbP4pIxw/moL3A3l5gu/5eYtDfpjz99NODftMrr7xyWMkoylDQLXEu7e3tJCUlWVlsTdBfWgONH10P9PT0UFZWxpo1a/D7/QMez83NpaSkhMWLFxN78GV4btXAE49x5/btzsi6ICw5maCBdHzpOiCJ9PybgO0eGO3o+YcSbWyvKdpX5D0grYF0fBNyMMoDALu3QOVDEOg5/qSY+L7FjJyiyMa32IPaC+ztBbbr7yUGvagxf/780z4eNHpzczM9PT2nfa6ihAvbvdbd3S2dgigm6C+tge3xo+WB9vZ2Fi5cSHl5OQBxMfHkTM0jOTGVto4W9h6owe/3U1xczKM/+zGb/jGDpISY42/gOPCRGyFvCcTGhzU3aQ2k45tQBySRnn8TsN0Doxk9/1AksN1L2lfkPSCtgXR8E3KQ8EBwN3h1dTVHjhwha1wqs31/oSAo6ULUAAC1pklEQVRhX+gXy2lT4arvQua0iOUiPf/S8UG+DkhjggaS2K6/Vxj0osaZrlv78MMPs2LFCs4999yR5qQog8JxHFJTU61cOYa+8Y8bN046DTFM0F9aA40fHQ/09PT0L2jExSZQNGsRc3KuJSkxtf85bR3N7Ny7g+01ZZTvfIWFbRlsu+UiYmOcvuvbXnEnTP5I2HMzQQPp+NJ1QBLp+TcB2z0w2tHzDyXa2F5TtK/Ie0BaA+n4JuQQbQ+ccTf42UmUXD6FxXMmEfuhufCJOyB+bMTyMWH+TfCg9gJ7e4Ht+nsJ30jf4P777yczM5PVq1fz8MMP89prr4UjL0U5I8EtcbZuCXNdl9bWVqvHL62/tAYaPzoeKCsr61/QWFa0msLcG0MWNACSE9MozL2RZUWriYuJp3xPAxt2HoSLPgc3/CwiCxpghgbS8aXrgCTS828CtnvAVvT8Q4kUttcU7SvyHpDWQDq+CTlE0wPt7e1cd911FBcX4/f7iYuJ5+JzLmXOBddw8TmXEhcTj//NdoofeZXrNh6l/ZKvR3RBA8yYfxM8qL3A3l5gu/5eYlh3KG1paeHee+/l4YcfJjs7m02bNjF37txw56YoZyQQCEinIEpvb690CqKYoL+0BrbHj7QHXNdlzZo1ABTNWsS0SdNP+/xpky+mKG8xWyvXUVrrcNPHvhbxX3hIayAd34Q6IIn0/JuA7R6wBT3/UKKF7TVF+4q8B6Q1kI5vQg7R8MCQd4M/v4uFN97Itm3biI0d1ld5g0Z6/qXjg3wdkMYEDSSxXX+vMKSdGi0tLXzzm98kPT2d2tpaNm3aRHV1tZ5QKCI4jkNKSoq1W8IcxyE9Pd3q8UvrL62Bxo+8ByorK/t/NTUn59pBveaSnGv6flX1l79RVVUVsdzADA2k40vXAUmk598EbPeADej5hxJNbK8p2lfkPSCtgXR8E3KIlgeGtRu8vJwNGzZENC8T5t8ED2ovsLcX2K6/lxj0osYtt9zCuHHj+NOf/kRtbS1PPPGEnkwooriuS1tbm7VbwlzXpaWlxerxS+svrYHGj7wHampqAMiZmjfgJONUJCemkTM1D4Dq6uqI5QZmaCAdX7oOSCI9/yZguwdGO3r+oUQb22uK9hV5D0hrIB3fhByi4YHh7gYHKC0tjXhu0vNvgge1F9jbC2zX30sMes/a2rVryc7OJj09nZUrV572uRs3bhxxYoqiKIoiTWtrKwDJg1zQCBJcAAm+XlEURRk6ev6hKIqijEaGuxt8e00Zfr+fqqoqCgoKIpyloiiK2Qx6UWP58uWRzENRhozjOCQnJ1u7JcxxHFJTh/ZF62jCBP2lNdD4kfdASkoKAG0dLUN6Xft7zw++PlKYoIF0fOk6IIn0/JuA7R4Y7ej5hxJtbK8p2lfkPSCtgXR8E3KIhgdqnnscGN5u8N37X6K6ujpiixomzL8JHtReYG8vsF1/LzHoRY0f/vCHkcxDUYaM67q0traSlZUlnYoIruvS3NxMWlqalcXWBP2lNdD4kfdA3qxZAOw9UENbRzPJiWlnfE1bRzN7D/Rdtmr27NkRyw3M0EA6vnQdkER6/k3Adg+MdvT8Q4k2ttcU7SvyHpDWQDq+CTlE1AOuC3sfo7Xyl4CZu8FNmH8TPKi9wN5eYLv+XmJINwpXFNPw+ey2cExMjHQKopigv7QGtsePqAfajlDQ8Btyz06iu7eLnXt3DOplO/fuoLu3ixkzZpCfnx+5/N5DWgPp+CbUAUmk598EbPeAoijhxfaaon1F3gPSGkjHNyGHiHigsw2e+i48fz8p8X2HTN0NLj3/0vFBvg5IY4IGktiuv1cY9E6N9+P3+1mxYgV1dXUDHnv11VdHlJSiDAbHcUhKSrJy5Rj6xh/pDzMmY4L+0hpo/Ah5wHXhtQp48b9wOlspuXwKxY+8yvaaMs6bdNFpb+S3753dbK8pA6CkpCTi/jRBA+n40nVAEun5NwHbPWAbev6hRBrba4r2FXkPSGsgHd+EHCLigcN74al7oOVtAPLO6RufibvBTZh/EzyovcDeXmC7/l5i2IsaCxYsYMaMGSxfvpyMjIxw5qQog8J1XVpaWqzdEua6Lk1NTaSnp1tZbE3QX1oDjR8BDxxrhBd+DK8/339o8ZxJPPpyA+W76yl97A6K8hZzSc41IScfbR3N/HHv45TXbKC7t4uioiIWLVoUvrxOgQkaSMeXrgOSSM+/CdjuAdvQ8w8l0theU7SvyHtAWgPp+CbkEFYPuC7s3gyVayHQ03+4YFo6uReci/+vb7Bz7w4Kc28841tFaze4CfNvgge1F9jbC2zX30sMe1Gjvr6eTZs2hTMXRRkysbHDtvCoIC4uTjoFUUzQX1oD2+OH1QOvvwAv3A/HmkJjTPowm8ofYuHNd1BeXs7WynVsrynrv7Ffe0cLrxyopqe3G4CioiI2btwYNX9KayAd34Q6IIn0/JuA7R6wCT3/UKKB7TVF+4q8B6Q1kI5vQg5h8cCxJnj2h/D3P4YeT5mMU/hvlPhepLi42Mjd4NLzLx0f5OuANCZoIInt+nuFYV8kbOHChbz88svhzEVRhoTjOIwdO9bKlWPoG39ycrLV45fWX1oDjR8mD3S2wtM/gCe+Hbqg4YuB2Uvgcz8laeqFbNu2jfXr15Obm0t3bxe797/Ezr/uYPf+l+jp7SY3N5f169ezdetWkpKSRpbTIDFBA+n40nVAEun5NwHbPWAbev6hRBrba4r2FXkPSGsgHd+EHMLigbf98OslAxc0pn0SblgPEz7M4sWLmTdvHt29XZQ+dgcV/o20dTSHPL2to5kn/b+idPvyqO0GN2H+TfCg9gJ7e4Ht+nuJYS89rVq1iuzs7P7/TtwC/uCDD4YlOUU5Ha7r0tzcbO2WMNd1aWhoICMjw8pia4L+0hpo/DB44M1qeG4VtB8JPZ6RDZ/8Foz/YP+h2NhYlixZwk033URVVRVVVVUcPnyYCRMmkJ+fT35+ftTnwQQNpONL1wFJpOffBGz3gG3o+YcSaWyvKdpX5D0grYF0fBNyGJEHAgGo3QC1/w1u4PjxmHi49Db48GfgvTHFxsayadMmFi5caNRucBPm3wQPai+wtxfYrr+XGHY1LCwsZNy4ccyaNYv09PQwpqQogyc+Pl46BVHGjBkjnYIoJugvrYHt8Yftga6jUPkQ/N+20OOODz76jzBrMcSe/L0dx6GgoID8/HyOHTvGmDFjRD/sSWsgHd+EOiCJ9PybgO0esAk9/1Cige01RfuKvAekNZCOb0IOw/JA+7vw9Pf6dmmcyLhzYO6/Qea0AS9JSkpi27ZtbNiwgdLSUvx+P7v3vxTynNzcXJYtW8aiRYuidkkc6fmXjg/ydUAaEzSQxHb9vcKwK+K+fft44403SE1NDWc+ijJoHMcR/zJRkuCWOFsxQX9pDTT+MD3wzst917dteTv0eNpUuOJOOM31bN8fX/rfoHQOJsSXrgOSSM+/CdjuAdvQ8w8l0theU7SvyHtAWgPp+CbkMCwP/H0nPHMvvO/yUeQU9e3QiDv1F8Tv3w1eXV1Na2srKSkpzJ49O+q7wU2YfxM8qL3A3l5gu/5eYtj31MjLy1OBFVFc16WxsRHXdaVTEcF1Xd59912rxy+tv7QGGn+IHujpgj/+FH731YELGtOv77u+7SAXNILxpf8NSudgQnzpOiCJ9PybgO0esA09/1Aije01RfuKvAekNZCOb0IOQ/JAb3ff+cXjK0IXNOLGwty74fLlp13QOJHgbvCSkhKKi4spKSmhoKBA5PK20vNvgge1F9jbC2zX30sMe6fGggULmDlzJoWFhcyaNSvksS996UsjTkxRBoPNq8dA1G5GbCom6C+tge3xB+2Bw3vh2XuhcX/o8eSJcMUKOGvWyV93BqTHb0IO0vFNqAOSSM+/CdjuAZvQ8w8lGtheU7SvyHtAWgPp+CbkMCgPtLwNFffAkb2hx7MugLnf6dsFPkykx297fJCvA9KYoIEktuvvFYa9qLF582bS0tKorq6murq6/7jjOHpSoUQFx3FISEiw9hd7wS1xtmKC/tIaaPxBeKC3B/70PwNv1gdwwTyYUwIJycOOL/1vUDoHE+JL1wFJpOffBGz3gG3o+YcSaWyvKdpX5D0grYF0fBNyGJQH9j0Nz98PXe2hxy9eAPlLT3lvvsHGlx6/zfGDOWgvsLcX2K6/lxj2osYTTzwRzjwUZci4rktDQwNZWVnSqYjgui5HjhwhKyvLymJrgv7SGmj8M3ig4fW+a9u++7fQ42Mz4BN3wDmXjji+9L9B6RxMiC9dBySRnn8TsN0DtqHnH0qksb2maF+R94C0BtLxTcjhtB7o6YSXHoBXfhd6PCEFPnnXiM8vgvGlx29z/GAO2gvs7QW26+8lhr2ooSgmkJw8vF9YjxbS0tKkUxDFBP2lNbA9/kk9EAjAnzdCzc/6rnN7ItM+CR//V0gMT97S4zchB+n4JtQBSaTn3wRs94CiKOHF9pqifUXeA9IaSMeXysF1XSorK6mqquKtt97irLPOIj8///h9LRpeh6fu6fvfE5n8EbjyO5Acvi9ApTWwPT7I1wFpTNBAEtv19wqDWtR46qmnaG5u5vrrrx9ygFtuuYUHH3xwyK9TlDPhOA7x8fFWrhzD8S1xtmKC/tIaaPyTeKD5ADy7Eg7uCX1yQkrfYsYH54Y1vvS/QekcTIgvXQckkZ5/E7DdA6MZL59/1NXVsWXLFrKzs6mrq2Pp0qWkp6eL5aMMHttrivYVeQ9IayAdXyKHnp4eysrKWLNmDX6/f8Djubm5lFx/GYsn/h+x7gk/mHIcmPHPMGsx+GLClo+0BrbHD+agvcDeXmC7/l7CN5gnzZ07lyeeeIJPfepTvPzyy4N641//+tecf/75A27iZxJ1dXWsXr2aLVu2sHr1apqamqRTUoZAIBCgvr6eQCBw5iePQgKBAIcOHbJ6/NL6S2tga3zXddm5cycPPPAAP/zhD3nggQfY+cc/4u75DWxZMnBB4wNzYMGGsC5ogPz8m5CDCfGl64Ak0vNvArZ7YDTj5fOPBQsWsHz5cubPn8/8+fMpLi4WzUcZPLbXFO0r8h6Q1kA6frRzaG9v57rrrqO4uBi/309cTDwXn3Mpcy64hovPuZS4mHj8fj/F33mA6x74E+2dvX0vHJsJRT+G2UvCuqAB8hrYHj+Yg/YCe3uB7fp7iUFffuqhhx5iy5Yt3HDDDTQ2NpKXl8dVV10V8qujffv2UVtbS0VFBYWFhTzxxBOcd955kcg7LCxYsIBdu3YBfQscxcXFbN68WTgrZbA4jkNqaqq1q6eO4zBu3Dirxy+tv7QGtsU/46+ozk6i5PIpLJ4zidgYB+LGwqW3wQXX9v2SKsxIz78JOZgQX7oOSCI9/yZguwdGO148/6irqwv5Ozs7m4qKCqFslKFie03RviLvAWkNpONHM4eenh4WLlxIeXk5cbEJFM1axJyca0lKTO1/TltHMzv37mB7TRnlexpY+PArbLv3i8TOvavvPn0RQFoD2+MHc9BeYG8vsF1/LzGke2oEf21UW1vLU089RVVVVcgH9+zsbAoLC9m0aZPx11/TEw7v4zgOcXFx1haa4JY4WzFBf2kNbIrf3t7ef9IBEBcTT87UPJITU2nraGHvgRr8b7ZT/MirPOqvZ9N3/oGka+6GlEkRy0l6/k3IwYT40nVAEun5NwHbPWADXjv/qKioICMj9IuujIwMamtrmTlzplBWymCxvaZoX5H3gLQG0vGjmUNZWVn/gsayotVMmzR9wHOSE9MozL2R8yZeSOn25ZTvaWDDwQtYEqEFDZDXwPb4wRy0F9jbC2zX30sM60bhM2fO9PyHcj3h8D6BQIB3332X8ePH4/MN6kpqo4pAIMDhw4eZMGGCteOX1l9aA1viD+tXVL94nW2fHz+8JjdIpOffhBxMiC9dBySRnn8TsN0DNuGV849TXc62oaFhwLHOzk46Ozv7/25paQH6fK2XPJChp6eHI0eOkJGRQWxsJD9FmIn2FXkPSGsgHT9aObiuy5o1awAomrXopAsaJzJt8sUU5S1ma+U6Sn/6UxbfdFPEvvCU1sD2+CBfB6QxQQNJbNffBAb7OdhadYZywgF60mEiruuSlpaG67pWauC6LuPGjbN6/NL6S2tgS/yf//znQ/8V1eOP84tf/IIlS5ZELC/p+TchBxPiS9cBSaTn3wRs94AJ6LwPjpOde6xcuZJ77rlnwPEjR47Q0dERhayU99Pb23e9/CNHjhATE97r5HuBYC09cuSItb9QlfaAtAbS8aOVw65du/rvoTEn59pBveaSnGvYXlOG3+/n97//fcQW2qU1sD0+yNcBaUzQQBLb9TeB1tbWQT3P2kWNU3GqxQ496TCPQCBAW1sbR44csXL12HZUfztwXZcHHngAGPqvqH7yk5/w6U9/2soPYragdUBRD8gz2JMOW0hPTx/wI6mGhoaQ+4AEufPOO7n99tv7/25paeHss88mKyuL1NTUAc9XIk8gEMDn85GVlaU1xVLUA3YQvIxhztS8kN3fpyM5MY2cqXns3v8S+/bt45prrolkioogWgfsRvWXJzExcVDPs3ZRYygnHKAnHSbS09PTf8kJG7eEBQIBDh06xMSJE60stCboL62BDfF37tzJnj17hvUrqj179vDGG29QUFAQkdyk59+EHKTjm1AHJJGefxOw3QMmMNiTDlsoLCxk7dq1A47n5eUNOJaQkEBCQsKA4z6fz9p/09IEL2ln6xcZgUCAgwcPMmnSJCvHD/IekNZAOn60cmhrawMgeZALGkGCCyBtbW0Ry01aA9vjB3PQXmBvL7BdfxMY7Lxbe/Y3lBMO0JMOE4mNjSUzM5PY2FgrNfD5fEyaNMna7XAm6C+tgQ3xa6t2AsP/FdWuXbuYM2dORHKTnn8TcpCOb0IdkER6/k3Adg+YgM57KNnZ2SF/19XVkZeXd8ofTilm4fP5yMjIsNbXPp/P6oVykPeAtAbS8aOVQ0pKCgBtHS1Del37e88Pvj4SSGtge/xgDtoL7O0FtuvvJaxd1NATjtGB7ZeV0fHLj186h1Ed/20/rX8sA4b/K6pIXxZFev5NyMH2+NLYPn7QOVDMY/PmzaxYsYLZs2dTXV3N5s2bpVNShoDtNcX28YP8HNgeP+I59HSRF7cPgL0HamjraCY5Me2ML2vraGbvgRoAZs+eHbn8kNfA9vim5CCJjt/u8XuFES87vfHGG/j9fuD4zbO9QvCEY8uWLaxdu1ZPODxGIBCgvr7e2htUBrcE2jx+af2lNRi18Xs64aVS+N1XSXGOAmb+ikp6/k3IwYT40nVAEun5NwHbPWArpp9/ZGdns2rVKubPn8+qVav0R1Mewvaaon1F3gPSGkjHj3gOTX+HrbdQ4O4i9+wkunu72Ll3x6BeunPvDrp7u5gxYwb5+fnhz+09pDWwPX4wB+0F9vYC2/X3EsPeqfH666+zYMECMjIyeP3113n11Vd58sknqaio4MEHHwxnjhEjeMIBMH/+fOFslKHi8/nIzMy0dktY8LIjNo9fWn9pDUZl/MOvwDM/gKY3Acg7p29RwsRfUUnPvwk5mBBfug5IIj3/JmC7B2xjNJx/KGZje03RviLvAWkNpONHLAfXhb/tgBf/C7qP4TgOJZdPofiRV9leU8Z5ky5i2qTpp3z5vnd2s72mDICSkpKI/opbWgPb4wdz0F5gby+wXX8vMWyFFi5cyOrVq3niiSdwXReAG264gYqKirAlpyhnIug9W9Hxy49fOodRE7+3G6rXw9Zb+xc0AArOSyH3g1OM/BUVyM+/CTnYHl8a28cPOgc2oecfSjSwvabYPn6QnwPb44c9h66jfT+aevaH0H2s//DiK3OYd+WldPd2UfrYHVT4N9LW0Rzy0raOZp70/4rS7cvp7u2iqKiIRYsWhS+3UyCtge3xTclBEh2/3eP3CsNe1Ni3bx9XXnklEHqtsfr6+pFnpSiDIBAI0NDQYO2WsEAgwKFDh6wev7T+0hqMmvj1++DRL0Pt/4B7wnuNzcSZdx8lK+4BYHtNGfsO7jntW0XzV1TS829CDibEl64DkkjPvwnY7gHb0PMPJdLYXlO0r8h7QFoD6fhhz+HwXvj1l+DVJ0OPnzWL2BvL2PTbJ5g3bx7dvV1srVzH3Y/8A2t33M0jz97H2h138+1HbmRb5cP9CxobN24kNjayt6aV1sD2+MEctBfY2wts199LDHtRIy8vjx/96Echxx5++GEKCwtHnJSiDAafz0dWVpa1W8J8Ph9TpkyxevzS+ktr4Pn4gV740y/hN0uh/rXQx86/ChaUwQcKWLx4cf/Jhkm/opKefxNyMCG+dB2QRHr+TcB2D9iGnn8okcb2mqJ9Rd4D0hpIxw9bDoEA/HkTbCuBlreOH3d8UHAzzLsfxmaQlJTEtm3bWL9+Pbm5uXT3drF7/0vs/OsOdu9/iZ7ebnJzc1m/fj1bt24lKSlp5AM8A9Ia2B4/mIP2Ant7ge36ewnHHeaemubmZubOncvrr79OY2Mjs2bNoqmpiV27dpGamhruPI2jpaWFtLQ0mpubrRivifT29vLOO+8wefJkYmJipNOJOq7r0tPTQ2xsbER/jW4qJugvrYGn4ze9Cc+uhEN/CT2emAaX3Q7ZV4Qcbm9vZ+HChZSXlwMQFxNPztQ8khJTae9o4ZUD1fT0dgP0/4oq0icd0vNvQg7S8U2oA5JIz78J2O4BE4jmZ+LRfv6h5xfy2F5TtK/Ie0BaA+n4YcnhWGPfpab+vjP0eMpkmHs3TLzolHGrqqqorKzk7bffZsqUKRQUFJCfnx/VuZDWwPb4IF8HpDFBA0ls198EBvuZeNj75tLS0qipqaGiooLXX3+djIwMbrjhhuG+naIMGdd1aWpqYtKkSdKpiOC6LvX19UyYMMHKRmOC/tIaeDJ+IAD/9yhUroWeztDHzv04XPZ1GJsx4GXBX1Ft2LCB0tJS/H4/u/e/FPKc3Nxcli1bxqJFiyK+LRzk59+EHEyIL10HJJGefxOw3QO2oecfSqSxvaZoX5H3gLQG0vFHnMNbu+DpH8DR912WMPsK+MQ3ICHllC91HIeCggJmzZrF3r17ycnJico5xfuR1sD2+MEctBfY2wts199LDHunhu3oL6nkCQQCHD58mAkTJui2MAtR/T1I60F4bhW8VRt6PD4JPvZVOP9qGMSHpuCvqKqqqvp/QZGfnx/1X1Ep8mgdUNQD8uhn4vChcymP1hRFPSCH67pUVlZSU1NDa2srKSkp5OXlUVBQcObP+IFeqPk5+H8JJ37FFRMPl94GH/7MoM4zQD2gqAdsR/WXJ+I7NW655ZaTHk9PT2flypXDfVtFGTSu69Ld3Y2t63LB8cfFxVn5Ra4J+ktr4Jn4rgt/fRxeegC6j4Y+dtYsuOKbkDxh0HGDv6LKy8vr3xoudXkA6X+D0jmYEl/7gJ19ANQDtqHnH0qksb2maF+R94C0BhLxe3p6KCsrY82aNfj9/gGP5+bmUlJSwuLFi0++c6L1EDz9XTi4J/T4uHOh8N8h47wh5aMesDv+iTloL7CzF9iuv5cY9pKT67oD/tu4cWM4c1OU0+K6Li0tLdYWGtd1aWxstHr80vpLa+CJ+O318Pu7+nZonLigEZsIH/9XKPrRkBY03h9f0gPS829CDibEl64DkkjPvwnY7gHb0PMPJdLYXlO0r8h7QFqDaMdvb2/nuuuuo7i4GL/fT1xMPBefcylzLriGi8+5lLiYePx+P8XFxVx33XW0t7eHvkHdc/DrJQMXND78Gfj82iEvaIB6wPb4wRy0F9jbC2zX30uE9fJTdXV13HfffTz44IPhektj0e3h8uiWMLtR/eUY9Nbw156CP/wHdLaGvsGk6XDFnZA2dUR5qAcU9YCiHpBH+jPxaDr/kJ5LRWuKoh6IJj09PVx33XWUl5cTF5tA0axFzMm5lqTE4/WvraOZnXt3sL2mjO7eLubNm8e2bduIpRf+uAb+b1vom8Ynw+V39N1DY5ioBxT1gN2o/vJE/PJTJyM7O5uamppwvqWinBLXdenq6rJ29TQ4/vj4eGu3BErrL61BtOMPemv4P3ye2J0PwL5nQp8QEwd5S+AjN0IYPhxIe0BafxNyMCW+9gE7+wCoBxQ9/1DCi+01RfuKvAekNYhm/LKysv4FjWVFq5k2afqA5yQnplGYeyPnTbyQ0u3LKS8vZ8NPf8SSyXuhoS70yROnw5XfhtTJI8pLPWB3/BNz0F5gZy+wXX8vMexFjfXr1w84tm/fPurq6k7ybEWJDG1tbdIpiNLc3ExWVpZ0GmKYoL+0BtGK397ezsKFCykvLwcgLiaenKl5JCem0tbRwt4DNf1bwx8t/TabbvogSQkn3Odi/Ifgk3cNawv46ZD2gLT+JuQgHV/aA9JIz78J2O4Bm9DzDyUa2F5TtK/Ie0Bag2jEd12XNWvWAFA0a9FJFzROZNrkiynKW8zWynWU3v8Dbror9/iXrY4Duf8Es74IMeH53a56wO74IO8BaUzQQBLb9fcKw674Dz300IBjGRkZrFu3bkQJKcpgcRyHjIwMK1eOoW/8EyYM714EowET9JfWIFrxe3p6+hc0BrM1vPzlQyx8uJttt1xEbGwMzPwXmPHPYTvJCCLtAWn9TcjBhPjSdUAS6fk3Ads9YBt6/qFEGttrivYVeQ9IaxCt+JWVlf330JiTc+2gXnNJzjVsrynD/2YrVW+0UnBeKowZB1feDVNnhS039YDd8YM5aC+wtxfYrr+XGPY3TLrNW5HGdV06Ozut3RLmui4dHR0kJiZaWWxN0F9ag2jFH9bW8D0NbPhzD0u+9zBkXRCRvKQ9IK2/CTmYEF+6DkgiPf8mYLsHbEPPP5RIY3tN0b4i7wFpDaIVP1jPc6bmhfxQ6nQkJ6aRMzWP3ftfovqNVgo+Udh3n76xGWHNTT1gd/xgDtoL7O0FtuvvJfSOJ4qnOXr0qHQKorS3t0unIIoJ+ktrEOn4w90aDlC68yju+A9FND9pD0jrb0IO0vGlPSCN9PybgO0eUBQlvNheU7SvyHtAWoNoxG9tbQUgeZALGkGCCyCtE/LgmlVhX9AIoh6wOz7Ie0AaEzSQxHb9vcKwd2p8+ctfHtSK3YMPPjjcEIpyWhzHYdy4cVauHEPf+MePHy+dhhgm6C+tQTTij2hr+MsvU1VVRUFBQURyk/aAtP4m5GBCfOk6IIn0/JuA7R6wDT3/UCKN7TVF+4q8B6Q1iFb8lJQUANo6Wob0uvb3np/yoY+DLzK/0VUP2B0/mIP2Ant7ge36e4kRdYGNGzfiui5paWmkpaWxceNGGhoacF23/z9FiRSu63Ls2DFrfea6LkePHrV6/NL6S2sQjfgj2RoOUF1dHbHcpD0grb8JOZgQX7oOSCI9/yZguwdsRM8/lEhie03RviLvAWkNohU/L6/vXGHvgRraOpoH9Zq2jmb2Hug7N5k9e3bEclMP2B0/mIP2Ant7ge36e4lh79RobGxk165dnHfeef3Hli5dyp133nnSm/gpSiTo6uqSTkGUY8eOMWbMGOk0xDBBf2kNIh1/xFvD33t9pJD2gLT+JuQgHV/aA9JIz78J2O4Bm9DzDyUa2F5TtK/Ie0Bag2jELygoIDc3F7/fz869OyjMvfGMr9m5dwfdvV3MmDGD/Pz8iOanHrA7Psh7QBoTNJDEdv29wrB3alRUVAzYjpSdnU1FRcWIk1KUweA4DmlpadZuCXMch8zMTKvHL62/tAbRiD/ireHvvT4SSHtAWn8TcjAhvnQdkER6/k3Adg/Yhp5/KJHG9pqifUXeA9IaRCu+4ziUlJQAsL2mjH0H95z2+fve2c32mjIASkpKIpqfesDu+MEctBfY2wts199LDHtR49xzz6W4uDjk2J133sm4ceNGnJSiDAbdEufS1tZm9fil9ZfWIBrx8z50FmDu1nDprdHS/walczAhvnQdkER6/k3Adg/Yhp5/KJHG9pqifUXeA9IaRDP+4sWLmTdvHt29XZQ+dgcV/o0DzjfaOpp50v8rSrcvp7u3i6KiIhYtWhTRvNQDdscP5qC9wN5eYLv+XmLYl5/avHkzV111FZmZmWRnZ1NXVwfAU089FbbkFOVM9PT0SKcgSnd3t3QKopigv7QGEYsfCMCeX1Owfy25Zyfhf7PdyK3h0h6Q1t+EHKTjS3tAGun5NwHbPWATev6hRAPba4r2FXkPSGsQrfixPh+bvvkZFv59J+V7GthauY7tNWX99/Jr72jhlQPV9PT25VNUVMTGjRuJjR3211iDRj1gd3yQ94A0Jmggie36e4Vhd4Ps7Gz27dtHRUUFr7/+OtnZ2cydOzecuSnKaXEch9TUVGu3hDmOY/UvE03QX1qDiMVveQeeXQnvvIwDlFw+heJHXmV7TRnnTbqIaZOmn/Kl0d4aLukBaf1NyMGE+NJ1QBLp+TcB2z1gG3r+oUQa22uK9hV5D0hrELX47fXwzPdJequWbbdcxIadByl99m38b7aze/9LIU/Nzc1l2bJlLFq0KCoLGuoBu+MHc9BeYG8vsF1/LzHsjnD++edTUVFBYWFhOPNRlEHjui7t7e3WbgkLbglMTk62stiaoL+0BmGP77qw9zH440+h+2j/4cVzJvHo3l7Ka+oofewOivIWc0nONSQnpvU/p62jmT/ufZzymg1R3Rou6QFp/U3IwYT40nVAEun5NwHbPWAbev6hRBrba4r2FXkPSGsQlfgHauDp78OxRgBiYxyWfGwyN930JariLqGq9mXq6+vJzMwkPz+f/Pz8qM6FesDu+MEctBfY2wts199LDHtR4/rrr+ehhx5i5cqV4cxHUYZEIBCQTkGU3t5e6RREMUF/aQ3CFr/tCDx/H7xZGXo8bgyxl93Kpn+5koU33kh5eblRW8OlPSCtvwk5SMeX9oA00vNvArZ7wCb0/EOJBrbXFO0r8h6Q1iBi8QO9UPNz8P+y78dUQeLGwmVfxzm/kAIg/9LLaG5uFr1Rr3rA7vgg7wFpTNBAEtv19wrD/sbp6quvZsGCBfzpT39i/vz5ZGRk9D92/fXXhyU5RTkdjuOQkpJi5cox9I0/PT1dOg0xTNBfWoOwxHddeK0CXvwv6GwNfWzyR+GKb0LqFJKAbdu2sWHDBkpLS/H7/UZsDZf0gLT+JuRgQnzpOiCJ9PybgO0esA09/1Aije01RfuKvAekNYhY/LYj8PR34Z0/hx7P/CAU/juknx35HAaJesDu+MEctBekS6chhu36ewnHHeZ+mquvvpqGhoaBb+g4VFdXjzgx02lpaSEtLY3m5mZSU1Ol07GS3t5eXn/9dc477zxiYmKk04k6ruvS2tpqbbE1QX9pDUYc/1gjvPBjeP350OMx8ZC/FKbfAD7fSeNWVVVRVVXFu+++y/jx40W2hkt7QFp/E3KQji/tAWmk598EbPeACUTzM/FoP//Q8wt5bK8p2lfkPSCtQUTi/30nPPMD6GgJPX7R5+CSEoiNj3wOQ0A9YHd8kPeANCZoIInt+pvAYD8TD/untE888URIMP3grSiK4iHe+AM8f3//tWz7ycqBT94J48495Usdx6GgoID8/HyrP+woiqIo0UXPPxRFUTxEbw9Ur4eX/1/o8fgk+MQdMO2TMnkpiqIoo4KBP8EdAuvXryczM5Nx48aRmZnJj370o3DlpShnxHEca29cBH3jT01NtXr80vpLazCs+J2t8My98PtvhS5o+GJg9hL43E9Pu6Ax4vhhRNoD0uM3IQcT4kvXAUmk598EbPeAjej5hxJJbK8p2lfkPSCtQdjitx2Bx742cEEjKwduWH/aBQ0T5kA9YG/8YA7aC+ztBbbr7yWGvajx8MMP89BDD1FRUUFDQwMbN27kwQcf1BMLJWoEt8QN8wpqnsd1XZqamqwev7T+0hoMOf6BXbD5i/C334cezzgPPr8WZv5L3+JGpOKHGWkPSI/fhBxMiC9dBySRnn8TsN0DtqHnH0qksb2maF+R94C0BmGJf2AX/OZLcHB36PGLF8BnH4DUKZHPYQSoB+yOH8xBe4G9vcB2/b3EsC8/tXr1anbt2tW/7buwsJAnnniCT33qU3z9618PW4KKcjp8J7nev03Yfn0/E/SX1mBQ8buPQeVD8JetoccdH3z0H2DWFwdcyzas8SOItAekx29CDtLxpT0gjfT8m4DtHrAJPf9QooHtNUX7irwHpDUYdvxAAGo39P134peBCSlw+Qo477LI5xAm1AN2xwd5D0hjggaS2K6/Vxj2okZ9ff2A69hmZ2dTX18/4qQUZTA4jkNSUpK1W8IcxyElJUU6DTFM0F9KA9d1qayspKampv+eFnl5eRQUFAycj4O74ZmV0PJW6PG0qXDFnTBp+rDzkPagtAekx29CDibEl64DkkjPvwnY7gHb0PMPJdLYXlO0r8h7QFqDYcc/1ghP/wAOVIceH/8huOq7kDo58jmECfWA3fGDOWgvsLcX2K6/lxj20lNhYeGArd533nknhYWFI05KUQaD67q0tLRYuyXMdV0aGxutHr+0/tHWoKenh/Xr1zNz5kzmzJnDbbfdxl133cVtt93GnDlzmDlzJuvXr6enpwd6umDnQ/Db2wYuaFz0+b5r2Y5gQQPkPSjtAenxm5CDCfGl64Ak0vNvArZ7wDb0/EOJNLbXFO0r8h6Q1mBY8Q/uhl8XD1zQuPCzcN2aIS1oDDuHMKIesDt+MAftBfb2Atv19xLD3qnx8MMPM2vWLB566CFmzpzJrl27cByHXbt2hTM/RTktsbHDtvCoIC4uTjoFUUzQP1oatLe3s3DhQsrLy/vixsSTMzWP5MRU2jpa2HugBr/fT3FxMY9ufIRN/zyFpGPvW8xIngCXfxOmzgpbXtIelPaA9PhNyEE6vrQHpJGefxOw3QM2oecfSjSwvaZoX5H3gIQGwZ3g1dXV1NfXk5mZyezZs0++E/z4i2D35r7L3AZ6jx+PGwOXfQPOH/6Cs7QPbfSAxg9F2gPSmKCBJLbr7xUGrdKnPvUpNm/e3L/lOy0tjddee41f//rX1NXVsXDhQm644YaIJaoo78dxHMaOHWvtljDHcUhOTpZOQwwT9I+WBj09Pf0LGnGxCRTNWsScnGtJSjx+CY62jmZ27t3B9poyyiueY+HBDLbdchGxMe/NzwXzYE4JJIQvX2kPSntAevwm5GBCfOk6IIn0/JuA7R4Y7ej5hxJtbK8p2lfkPRBtDXp6eigrK2PNmjX4/f4Bj+fm5lJSUsLixYtDv+TrbIXnVsHrL4S+YNy5cNU9ff87TKR9aJsHNP7Jc9BeYG8vsF1/LzHoRY3q6uqTHtcTCUUK13Vpbm4mKytLOhURXNeloaGBjIwMK4utCfpHS4OysrL+BY1lRauZdpLLRiUnplGYeyPnTbyQ0u3LKd/TwIadB1lSeCF84g4492Nhz0vag9IekB6/CTmYEF+6DkgiPf8mYLsHRjt6/qFEG9trivYVeQ9EU4Mh7QR/9FE2bdpEUlISvPsqPPkdaHk79A3Pvxouu71vp8YIkPahTR7Q+KfOQXuBvb3Adv29hO6nUTxNfHy8dAqijBkzsg+MXscE/SOtgeu6rFmzBoCiWYtOuqBxItMmX0xR3mK2Vq6j9KUWbnroFzhjx0UsP2kPSntAevwm5CAdX9oD0kjPvwnY7gFFUcKL7TVF+4q8B6KhwZB3gpeXs3DhQrat/BKxVT+F3q7jbxYTD5feBh/+DITpC1BpH9rgAY1/eqQ9II0JGkhiu/5eYUg3CrdxhU4xF8dxGDNmjLW+tH1LnAn6R0ODyspK/H4/cTHxzMm5dlCvuSTnGuJi4vHvO0TV7r9FLDdpD0p7QHr8JuRgQnzpOiCJ9PybgO0esAHVVokmttcU7SvyHoiWBu/fCV6Ye2PIggYc3wm+rGg1cTHxlJeXs+H+FaELGqlT+m4GfuFnw7agIe1DWzyg8U+fg/YCe3uB7fp7iSEtasycOZPzzz//jP8pSjRwXZfGxkZc15VORQTXdXn33XetHr+0/tHQoKamBoCcqXkDTjRORXJiGjlT84BTX7ojHEh7UNoD0uM3IQcT4kvXAUmk598EbPeADej5hxJNbK8p2lfkPRANDYa7Exyg9Nm3j+d27sfh+nWQ9aGw52fz50sTxm9z/GAO2gvs7QW26+8lhnT5Kb1+rWIaY8eOlU5BlKSkJOkURDFB/0hr0NraCkDyIBc0ggQXQIKvjxTSHpT2gPT4TchBOr60B6SRnn8TsN0Dox09/1Cije01RfuKvAcircFwd4JvrynD/2Y7VfvbKfjHFXDxgrDtzng/0j4c7R7Q+GdG2gPSmKCBJLbr7xWGtKhx1113kZo6tC/WFCVSOI5DQkKCtVvCglvibMUE/aOhQUpKCgBtHS1Del37e88Pvj4SSHtQ2gPS4zchBxPiS9cBSaTn3wRs94AN6PmHEk1srynaV+Q9EA0NRrITfPf+l6hO+RQFH1kYsfykfWiDBzT+mXPQXmBvL7Bdfy8x6MtPqZiKabiuS0NDg7VbwlzX5fDhw1aPX1r/aGiQl9d3Gam9B2po62ge1GvaOprZe6DvZGX27NkRy03ag9IekB6/CTmYEF+6DkgiPf8mYLsHRjt6/qFEG9trivYVeQ9EQ4MR7wR3IvejKZD3oQ0e0PhnzkF7gb29wHb9vcSgFzVUTMVEkpOTpVMQJS0tTToFUUzQP9IaFEzsJvcDaXT3drFz745BvWbn3h1093YxY8YM8vPzI5qftAelPSA9fhNykI4v7QFppOffBGz3wGhGzz8UCWyvKdpX5D0QaQ1M3gkeRNqHo90DGv/MSHtAGhM0kMR2/b3CoBc1Vq1apVu/FaNwHIf4+Hhrf8Vn+5Y4E/SPqAadrfDMvThPfJuST0wAYHtNGfsO7jnty/a9s5vtNWUAlJSURHR+pD0o7QHp8ZuQgwnxpeuAJNLzbwK2e2C0o+cfSrSxvaZoX5H3QDQ0MHknOMj70AYPaPwz56C9wN5eYLv+XmLQixrFxcWRzENRhkwgEKC+vp5AICCdigiBQIBDhw5ZPX5p/SOmwYEa2PxF+NvvAVg8ZxLzpmfQ3dtF6WN3UOHfOOAEpK2jmSf9v6J0+3K6e7soKipi0aJF4c3rfUh7UNoD0uM3IQcT4kvXAUmk598EbPfAaEfPP5RoY3tN0b4i74FoaFBQUEBubq6xO8GlfWiDBzT+mXPQXmBvL7Bdfy8xpBuFK4pJOI5DamqqtaunjuMwbtw4q8cvrX/YNeg+BpUPwV+2hhyOjY1h0wP/zsLV5ZQ/voOtlevYXlPWf3O/9o4WXjlQTU9vNwBFRUVs3LiR2NjIlnhpD0p7QHr8JuRgQnzpOiCJ9PybgO0eUBQlvNheU7SvyHsgGho4jkNJSQnFxcVsrynjvEkXMW3S9FM+P5o7wYP52fz50oTx2xw/mIP2Ant7ge36e4lB79RQFNNwHIe4uDhrC43tW+JM0D+sGhzcDVuWDFjQIG0qfPYBkq64jW2//R3r16/v/2XV7v0vsfOvO9i9/yV6ervJzc1l/fr1bN26laSkpJHndAakPSjtAenxm5CDCfGl64Ak0vNvArZ7QFGU8GJ7TdG+Iu+BaGmwePFi5n3yUuN2goO8D23xgMY/fQ7aC+ztBbbr7yV0p4biWQKBAO+++y7jx4/H57NvfS4QCHD48GEmTJhg7fil9Q+LBj1dUPNz+POv4P03RL3o81BwM8SNASA2NpYlS5Zw0003UVVVRVVVFe+88w6TJ08mPz+f/Pz8qDZeaQ9Ke0B6/CbkYEJ86TogifT8m4DtHlAUJbzYXlO0r8h7ICoaBALE+v+HTZ/3sfBIBuV7GozZCd6Xnt2fL00Yv83xgzloL7C3F9iuv5fQRQ3FsziOQ3p6urWrp47jkJmZafX4pfUfsQZH/gbP/AAa3wg9njwBLv8mTJ11yrgFBQXk5+fT09NDbGysyDxIe1DaA9LjNyEHE+JL1wFJpOffBGz3gKIo4cX2mqJ9Rd4DEdego6Xv/OPvO0mK97HtlovYsPMgpX9oxP/6u+ze/1LI03Nzc1m2bBmLFi2KyoIGyPtw1HtA4w8qB+0F9vYC2/X3ErqooXgWx3HEvsw1geCWOFsxQf9ha9DbA/5HoPa/IdAb+tgF82BOCSQkRy5+mDAhvqQHpMdvQg4mxJeuA5JIz78J2O4BRVHCi+01RfuKvAciqkHD6/D7b0HLW/2HYmMclty8jJt+/mWqdv2J6upqWltbSUlJYfbs2VHfCQ7yPhzVHtD4g85Be4G9vcB2/b2E7qNRPEsgEODIkSMEAgHpVEQIBAK8/fbbVo9fWv9hadDwOmwrgZpfhC5ojBkHn7oXrlgxqAWNYccPIybEl/SA9PhNyMGE+NJ1QBLp+TcB2z2gKEp4sb2maF+R90DENHj9edh6a8iCBrGJcOXd8LGv4MTGU1BQwK233sqiRYu49dZbKSgoEPlST9qHo9YDGn9IOWgvsLcX2K6/lxgVOzVqa2upqKgAoLq6mocffpj09PT+xwBmzpxJXV0dTU1NzJw5E4C6ujq2bNlCdnY2dXV1LF26tP91ivn4fD4yMjKsvcadz+dj4sSJVo9fWv8haRAIwJ4tUPUw9HaFPpZ9OXz8dhiTHrn4EcCE+JIekB6/CTmYEF+6DkgiPf8mYLsHFEUJL7bXFO0r8h4IuwaBANSWwa4NocdTp8DV34fMaZGNPwykcxh1HtD4w8pBe4G9vcB2/b3EqFjUqKioYPny5QCsXr2auXPnsmvXLgDWrl3LunXrACgsLGTz5s39r1uwYEH/8+rq6iguLg55XDEf27eD6fhlxu+6LpWVldTU1NDS0kJqaip5eXmn/jVTy9vw7A/hnZdDjyekwMe/BtPmwjDHIu0BjS//b1A6B9vjS2P7+EHnQFGU8GJ7TbF9/CA/B2GL39UOT/8A9r8YenxqHsz9N0hMjWz8ESCdg8a3O74pOUii47d7/F7B88tOtbW1rFy5sv/v+fPnU1tbS11dHQCzZs2isbGRxsZGnnzyyf6dGMHHg2RnZ/fv9lC8QSAQoL6+3totYYFAgIMHD1o9/mjr39PTw/r165k5cyZz5szhtttu41vf+ha33XYbc+bMYebMmaxfv56enp6+F7gu/N9vYctNAxc0zi6ABWXwwcJhL2hIe8CE+JI1QHr8JuRgQnztA/b2AVAPKIoSXmyvKdpX5D0QNg2a/g6PfnnggsZH/xGuXX3KBQ0TPCCdw6jxgMYfUQ7aC+ztBbbr7yU8v1Nj5syZPPzww/1/NzU1AZCRkdF/7GSXlKqoqAh5TvA1tbW1/ZenUszG5/ORmZlp7ZYwn8/HpEmTrB5/NPVvb29n4cKFlJeXAxAXE0/O1DySE1Np62hh74Ea/H4/xcXFPProo2z6+RqSdv0U3qwMfaO4sX03As8pGvZiRhBpD5gQX7IGSI/fhBxMiK99wN4+AOoBRVHCi+01RfuKvAfCosH+l+Dp7/ft1AgSmwCXL+/7QVWk448Q6RxGhQc0/ohz0F5gby+wXX8v4flFDejbnRFk48aNFBYW9i9kNDU1sWXLFqDvfhs333wz2dnZ/Ysf76ehoeGkxzs7O+ns7Oz/u6WlBehbwdPVOxmCc2/z/Pf29p75SaOUaOrf09PDggULePzxx4mLTaBo1iLm5FxL0gm/cGrraGbn3h1srymjvLychVfns/XmHGJjTli4mPxR3MtXQMrkvl0crjvi3KQ9IBnfhBogPf8m5GC7B6SR1l8a9YA8OvfKaMMNw+czL2P7+EF+DoYdPxAA/yNQ8/PQ84yUSXD1D2D8ByMbP4xI56Dx7Y5vSg6S6PjtHr9XGBWLGkGCCxjB+2QAITf/zs7O5qqrrmLfvn2nfY+TsXLlSu65554Bx48cOUJHR8eI8laGR09PD/v37wcgNnZUWXlQBLfE2bqCHE39f/nLX/YvaCwrWs20SdMHPCc5MY3C3Bs5b+KFlG5fTvmfj/CLF1P44qUTcX3xHJ3+T3R8sAiO+eDY4bDkJe0B6fjSNUB6/CbkIB1f2gPSSM+/CdjuARNobW2VTkFRwkYgEKChocHaG6QGAgEOHTpk9S90pT0wbA26jsKzK+H150OPT5kBhf8OY9IjGz+MSOfgWQ9o/LDmoL3A3l5gu/5ewtizv3Xr1p128eGqq66isDB06+SKFStC7psBfffOCF5OKjs7m7q6Ourq6khPTx+wK6OhoeGkl6oCuPPOO7n99tv7/25paeHss88mKyuL1NSTX49SiSyBQICYmBiysrKsLTSTJk2STkGMaOnvui6PPPIIAEWzFp10QeNEpk2+mKK8xWytXMeDLxziS9dfCZ/8FqnpHyASlULaA5LxTagB0vNvQg62e0Aaaf2lUQ/Ik5iYKJ2CooQNn89ndT3x+XxMmTJFOg1RpD0wLA2a34Lf3wWNb4Qev3g+FNwCMYP/2scED0jn4EkPaPyw56C9wN5eYLv+XsLYRY2lS5cO6fmrV69mxYoVIZeWqqurY+7cuTQ2NoY8NyMjg8LCQtauXTvgffLy8k76/gkJCSQkJAw47vP51OhCuK5Lb28vjuNYqYHruvT09BAbG4szwnszeJFo6b9z5078fj9xMfHMybl2UK+5JOcatteU4X+zneopX6Qg49yI5CbtARPiS9YA6fGbkIMJ8bUP2NsHQD1gAjrvymgiWFdtveyE9hV5DwxZgzer4KnvQucJu+Zi4uGyr8MF10Q+fgSQzsFzHtD4EctBe4GdvcB2/b3EqDgL2bJlCzNnzuxf0Ni0aRPp6elkZ2ezatWq/udVVFQwf/78/sdOpK6ujry8vFPu1FDMw3VdmpqarC00rutSX19v9fijoX9NTQ0AOVPzQu6hcTqSE9PImdq3QFq9qzZiuUl7wIT4kjVAevwm5GBCfO0D9vYBUA8oihJebK8p2lfkPTBoDVwX/rwJHl8RuqCRlAWffWBYCxpDih9BpHPwjAc0fkRz0F5gby+wXX8vYexOjcFSV1fHggULQo6lp6f330sjLy+P1atXk56ezr59+9i8eXP/8zZv3syKFSuYPXs21dXVIY8p5uPz+Rg/fry1vxD0+XxWX3YkWvoHrxWePMgFjSDBBZBIXmtc2gMmxJesAdLjNyEHE+JrH7C3D4B6QFGU8GJ7TdG+Iu+BQWnQ0wV/+A/4a3no8UkXw1XfhbEZkY0fYaRz8IQHNH7Ec9BeYG8vsF1/L+H5RY3s7OzTrp7NnDmz/54aJ3ttcCfH/PnzI5KfEjlc16W7u9va1dPg+OPi4qzdEhgN/VNSUgBo62gZ0uva33t+8PWRQNoDpsSX/BWR9L9B6RxMia99wM4+AOoBRVHCi+01RfuKvAfOqMHRBnjyO3Bwd+jxCz8Ll34FYuIiGz8KSOdgvAc0ftRy0F5gZy+wXX8voctOimdxXZeWlhZrC43rujQ2Nlo9/mjoH7zPzt4DNbR1NA/qNW0dzew90HfZqtmzZ0csN2kPmBBfsgZIj9+EHEyIr33A3j4A6gFFUcKL7TVF+4q8B06rQf0+2HpL6IKG44OPf63vHhojXNA4Y/woIZ2D0R7Q+FHLQXuBvb3Adv29hC5qKJ7F5/ORmZlp7ZYwn8/HxIkTrR5/NPQvKCgg9+IL6e7tYufeHYN6zc69O+ju7WLGjBnk5+dHLDdpD5gQX7IGSI/fhBxMiK99wN4+AOoBRVHCi+01RfuKvAdOqcEbf4BtJdB68PixhBQouh8u+nzk40cR6RyM9YDGj2oO2gvs7QW26+8lVCHFs7iuS1dXl7Wrp67r0tnZafX4I65/IIDz542UzAgAsL2mjH0H95z2Jfve2c32mjIASkpKIrpdU9oDJsSXrAHS4zchBxPiax+wtw+AekCJLLW1tcyaNWvA8bq6OlavXs2WLVtYvXo1TU1Ng3pMMR/ba4r2FXkPDNDAdeFPj8AT34buY8efmP4B+PxDcNbAGhXW+AJI52CcBzS+SA7aC+ztBbbr7yV0UUPxNG1tbdIpiNLcPLjLIY1WIqp/yzvw2Ndg54MsLshi3vQMunu7KH3sDir8Gwdciqqto5kn/b+idPtyunu7KCoqYtGiRZHL7z2kPSAdX7oGSI/fhByk40t7QBrp+TcB2z2gRIYtW7YAfQsb72fBggUsX76c+fPnM3/+fIqLiwf1mOINbK8p2lfkPdCvQU8XPPMDqHq4b3EjyNkF8LkHIW1qZOMLIp2DMR7Q+GJIe0AaEzSQxHb9vYLnbxSu2IvjOGRkZFh54yLoG/+ECROk0xAjYvq7Lvy1HF4qhe6jAMTGOGwq/jALHzlIefU+tlauY3tNGTlT80hKTKW9o4VXDlTT09sNQFFRERs3biQ2NrIlVtoDJsSXrAHS4zchBxPiax+wtw+AekCJHPPnzz/p8bq6upC/s7OzqaioOONjijewvaZoX5H3QL8G7fXwxLfg8CuhT7h4AVxyC/hiIhtfEOkcjPGAELbHD+agvcDeXmC7/l5Cd2oonkW3xLkcO3bM6vGHXf+jDfD7u+C51f0LGgDEjSXp6jvZ9uIrrF+/ntzcXLp7u9i9/yV2/nUHu/e/RE9vN7m5uaxfv56tW7eSlJQUvrxOgbQHTIgvvTVa+t+gdA4mxNc+YG8fAPWAEn0qKirIyMgIOZaRkUFtbe1pH1O8ge01RfuKvAdc1+XYm7txf3Nz6IKGLxYuXw6XLovYgkZ/fP18K+8Byz/fm+BB7QX29gLb9fcSulND8TRHjx4985NGMe3t7SQmJkqnIUZY9a97Dl64HzpaQo9P/ghccSekTiEWWLJkCTfddBNVVVVUVVVx6NAhJk6cSH5+Pvn5+VFfzZf2gHR86RogPX4TcpCOL+0BaaTn3wRs94ASXU51j4yGhobTPnYyOjs76ezs7P+7paXvM0ggECAQCIwoT2V4BAIBjh49SiAQsPIXmq7r0traSnx8vJXjB3kPuPueoa3iv0hwmiEYPjENt/C7feclEa4NJnhAOgdxDwiP3/b4IO8BaUzQQBLb9TeBwX4O1kUNxbM4jsO4ceOsLTKO4zB+/HjpNMQIm/6drfDiT+DVJ0KPx8TB7C/BxQvBF7qpzXEcCgoKKCgoGFnsESLtARPiS9YA6fGbkIMJ8bUP2NsHQD2gmMPpbgh+qsdWrlzJPffcM+D4kSNH6OjoCFNmylAInkQfOXIEn8/eixocOXJEOgUxxDzguoz5668Z+5f/JR3ofe9wT+oHaL30TgIxE+Hw4ailY4IHpHIwpQ5Ia2BzfFM8II20B6RQ/eVpbW0d1PN0UUPxLLolrm/8Y8aMsfLLnLDof2AXPLsS2t/XrDM/CFd+CzKyB5WDlAYa34yt0ZL/BqVzMCW+9gE7+wCoB5ShsW7dOvbt23fKx6+66ioKCwtP+x7p6ekDdl40NDSQnp5+2sdOxp133sntt9/e/3dLSwtnn302WVlZpKamnmE0SiTo7e2ls7OTrKwsYmIid4kfU9G+IuSB3m6cF34Er/4eNyaOY24cY5xunHMuJebKb5EQNzY6eWCGB6RzkK4D0uO3PT7Ie0AaEzSQxHb9TWCwVyLQRQ3F03R1dUmnIEqw0djKsPXv7oCqtbDnN6HHHR/k/n8wa3HfTo1BIK2B7fGla4D0+E3IQTq+tAekkZ5/E7DdA8rgWbp06Yjfo7CwkLVr1w44npeXR3Z29ikfOxkJCQkkJCQMOO7z+fSXgUK4rktXV5e1GgSvI56UlGTlF1kg4IGOFnji2/DOy8cPBWIZO/MGnIKbcaLsQxM8IJ2DdB0wYfw2xw/moL3A3l5gu/4mMNh510UNxbM4jkNaWpqVRRb6xp+ZmSmdhhjD1v/wK/DMD6DpzdDjaVP77p0xafqQcpDUQOPL1gDp8ZuQgwnxtQ/Y2wdAPaBEh6ampv7dFtnZobs46+rqyMvL69+pcarHFG9ge03RvhJlDzS9CTu+Cc0HjsePiSHzitsgpyjy8U+CCR6QzkG6DpgwfpvjB3PQXmBvL7Bdfy+hixqKZ3Fdl6NHj1p7yQnXdWlvb7d69XxI+vf2wJ/+G2r/B9z33XToos9BwZchbmi/dpbWQOPL1gDp8ZuQgwnxtQ/Y2wdAPaBEjoqKCp588kmg794Xs2fPZv78+QBs3ryZFStWMHv2bKqrq9m8eXP/6073mGI+ttcU7StR9MDb/r4dGp2t/XEr3+qlOqGA+l9Vk5lZx+zZsykoKIiqFiZ4QDoH6Tpgwvhtjh/MQXuBvb3Adv29hC5qKJ6mp6dHOgVRuru7pVOIOq7rUllZSVVVFfv37+ecc84hPz//9B/4G16HZ+6Fd/8WejxpPFy+As7OH3Y+0hrYHl+6BkiP34QcpONLe0Aa6fk3Ads9oESGwsJCCgsLWbVq1YDHsrOz+48HFzoG85jiDWyvKdpXouCBv/0enlsNgR56el3K/niQNS8cwb+/CXgp5Km5ubmUlJSwePFiYmOj8/WNCR6QzkG6DkiP3/b4IO8BaUzQQBLb9fcKuqiheBbHcUhNTbVy5Rj6xj9u3DjpNKJGT08PZWVlrFmzBr/fP+Dxk37gDwRgz6+hah30vu+a6x8shI99FRKHfyNOaQ00vmwNkB6/CTmYEF/7gD194GTY7gFFUcKL7TVF+0qEPRAIwK6f9+0cB9o7e1n48CuU72kAIC4mnpypeSQnptLW0cLeAzX4/X6Ki4t59NFH2bRpE0lJSeHP6wRM8IB0DtJ1wITx2xw/mIP2Ant7ge36ewld1FA8S3BLnK1bwlzXpa2tjeTk5FFfbNvb21m4cCHl5eXAID/wB1rh2ZV9W7tPJCEFLrsdpl054rykNdD4sjVAevwm5GBCfO0DdvSBU2G7BxRFCS+21xTtKxH0QE9X37nJvqf7/ux1+xc04mITKJq1iDk515J0wg+u2jqa2bl3B9tryigvL2fhwoVs27Ytojs2TPCAdA7SdcCE8dscP5iD9gJ7e4Ht+nsJXdRQPE0gEDjzk0Yxvb290ilEnJ6env4FjUF/4J93Bdu+kEFsoCP0zT5wCXxiOSSF76ZX0hrYHl+6BkiP34QcpONLe0Aa6fk3Ads9oChKeLG9pmhfiYAHjjbAE3fDoT39h8r+eLB/QWNZ0WqmTZo+4GXJiWkU5t7IeRMvpHT7csrLy9mwYQNLliwJb37vwwQPSOcgXQekx297fJD3gDQmaCCJ7fp7BZ90AooyXBzHISUlxcqVY+gbf3p6+qgff1lZWf+CxrKi1RTm3hiyoAHHP/AvK1pNXEw85c/XsOGF148/IW4MfOIbcM0Pw7qgIa2BxpetAdLjNyEHE+JrHxj9feB02O4BRVHCi+01RftKBDzQ+AZsvTVkQcP1xbJmV98XZkWzFp10QeNEpk2+mKK8xQCUlpZG9NfDJnhAOgfpOmDC+G2OH8xBe4G9vcB2/b2ELmooniW4Jc7WLWGu69LS0jKqx++6LmvWrAGG8YH/2bf75mbSdLjhZ/Dhz0CYm5K0BhpftgZIj9+EHEyIr31gdPeBM2G7BxRFCS+21xTtK2H2wNt+2LYMWt85fiwxjcrJX8T/yj7iYuKZk3PtoN7qkpxriIuJx+/3U1VVNfLcToEJHpDOQboOmDB+m+MHc9BeYG8vsF1/L6GLGoqiGEtlZSV+v394H/jfbKcq6Sr4zAOQdlaEM1UURVEURVEURXmP1yqg/BvQ2Xr8WPrZ8LkHqXmjCYCcqXkDdqCfiuTENHKm5gFQXV0d7mwVRVEUxXPooobiWRzHsfbGRdA3/tTU1FE9/pqaGmAEH/ibx4EvcmVOWgONL1sDpMdvQg4mxNc+MLr7wJmw3QOKooQX22uK9pUweMB1wf+/8NT3oLf7+PHJH4XrfgppZ9Ha2rfQkTzI85sgwfOh4OsjgQkekM5Bug6YMH6b4wdz0F5gby+wXX8voYsaimdxXZfW1lZrt4S5rktTU9OoHr/JH/hBXgONL1sDpMdvQg4mxNc+MLr7wJmw3QOKooQX22uK9pUReiDQC3/4MVSuDT3+wUKYdz+8d46SkpICQFtHy5Devv295wdfHwlM8IB0DtJ1wITx2xw/mIP2Ant7ge36e4lY6QQUZST4IvgrfC8QExMjnUJEMfkDfxBpDWyPL10DpMdvQg7S8aU9II30/JuA7R5QFCW82F5TtK8M0wNdR+Gp78Lf/xh6fMYXIG9JyO7xvLy+XeV7D9TQ1tFMcmLaGd++raOZvQf6drHPnj176PkNARM8IJ2DdB2QHr/t8UHeA9KYoIEktuvvFVQlxbM4jkNSUpK1W8IcxyElJWVUj//9H/gHQzQ/8EtroPFla4D0+E3IwYT42gdGdx84E7Z7QFGU8GJ7TdG+MkwPHG2Ax74WuqDh+OCyr0N+8YDL4RYUFJCbm0t3bxc79+4YVIide3fQ3dvFjBkzyM/PH3xuQ8QED0jnIF0HTBi/zfGDOWgvsLcX2K6/l9BFDcWzuK5LS0uLtVvCXNelsbFxVI/f5A/8IK+BxpetAdLjNyEHE+JrHxjdfeBM2O4BRVHCi+01xea+4rouO3fupLS0lPvuu4/S0lJ27tx55rlo3A9bb4Ujfz1+LDYRPnUvXPjZk77EcRxKSkoA2F5Txr6De04bYt87u9leUwZASUlJRL9oM8ED0jlI1wETxm9z/GAO2gvs7AWg+nsJvfyU4mliY+22cFxcnHQKEcUBSj43h2K/n+01ZZw36SKmTZp+yudH8wN/EGkNbI8vXQOkx29CDtLxpT0gjfT8m4DtHlAUJbzYXlNs6ys9PT2UlZWxZs0a/H7/gMdzc3MpKSlh8eLFA73xth+e+DZ0nnAfvzHj4JofwoSc08ZdvHgxjz76KOXl5ZQ+dgdFeYu5JOeakEtRtXU088e9j1Nes4Hu3i6KiopYtGjRCEY7OEzwgHQO0nVAevy2xwd5D0hjggaS2K6/V3BcXXoaFi0tLaSlpdHc3Exq6tBuYqyEh0AgwOHDh5kwYYJe72400l4Pz62i542dXPfgXyjf00BcTPygP/Bv3bpVG9EoR2uAoh5Q1APy6Gfi8KFzKY/WFLtob29n4cKFlJeXAxAXE0/O1DySE1Np62hh74Eaunu7AJg3bx6bNm0iKSmp78WvPQXProTe7uNvmP4BuHY1pE4eUfykxFTaO1p45UA1Pe+9f1FRERs3bjweX4kYWgcU9YDdqP7yDPYzsX7jp3gW13Vpbm4mKytLOhURXNeloaGBjIyM0Xetv7rn4Pn7oLOV2BiHTcUfZuHDr1C+p4GtlevYXlN2xg/80VjQkNZA48vWAOnxm5CDCfG1D4zSPjBIbPeAoijhxfaaYlNf6enp6V9QiItNoGjWIubkXEtS4vEvT9o6mtm5dwfba8ooLy9n4cKFbNu6ldi/bIHKh0LfcPJH4OofQOLgFySTkpLYtm0bGzZsoLS0FL/fz+79L4U8Jzc3l2XLlrFo0SIrzm9MyEG6DpgwfpvjB3PQXmBHLzgZtuvvJXRRQ/E08fHx0imIMmbMGOkUwktnG7z0E/jb70MOJ40dw7b/eZAN1c2U/vSnRnzgDyKtge3xpWuA9PhNyEE6vrQHpJGefxOw3QOKooQX22uKLX2lrKysf0FjWdHqk17iNjkxjcLcGzlv4oWUbl9OeXk5G77zLyw59+3QJ067Eq64E2KH7p3Y2FiWLFnCTTfdRFVVFVVVVf1fJubn55Ofnx/1LxVN8IB0DtJ1QHr8tscHeQ9IY4IGktiuv1fQRQ3FsziOw5gxY6xcOYa+8Y8dO1Y6jfDxth+euRfaDoUeH/8huPJbxI47lyW5cNOXvtT/gf+dd95h8uTJYh/4pTXQ+LI1QHr8JuRgQnztA6OoDwwD2z2gKEp4sb2m2NJXXNdlzZo1ABTNWnTae/YBTJt8MUV5i9lauY7SX/6Om+6aedwjH/1HyF8KI7xEieM4FBQUUFBQMKL3GSkmeEA6B+k6YML4bY4fzEF7wejvBafCdv29hF4cTPEsruvS2NiIrbeFcV2Xd9991/vj7+mCnQ/CY18LXdBwfDDjC/C5n8K4c48ffu8D/6233so///M/c+utt1JQUCC2NVZSA40vWwOkx29CDibE1z4wCvrACLDdA4qihBfba4otfaWyshK/309cTDxzcq4d1GsuybmGuJh4/G+2U/VGKzgOfOyrcMmXR7ygcSLSGkjHNyEH6Tpgwvhtjh/MQXvB6O8Fp8J2/b2ELmoonsbm1WPA+zeKq98Hj94ML/8KTmwYqVPgsw9AfjHExJ3y5SboL62B7fGlPSA9fhNykI4v7QFppOffBGz3gKIo4cX2mmJDX6mpqQHov0ffYEhOTCNnah4A1X8/BoX3wPTrI5KftAbS8U3IQboOSI/f9vgg7wFpTNBAEtv19wp6+SnFsziOQ0JCgrVbwoJb4jxJIAC7N0H1enjvBt/9fPjTcEkJxJ++iZigv7QGGl/WA9LjNyEHE+JL1wFJpOffBGz3gKIo4cX2mmJLX2ltbQUgeQg39Qb6F0Baz7kKsi8Pe14gr4F0fBNykK4DJozf5vjBHLQXjP5ecCps199L6E4NxbO4rktDQ4O1W8Jc1+Xw4cPeG3/rwb5LTe18MHRBY8w4+NS98Ik7zrigAWboL62Bxpf1gPT4TcjBhPjSdUAS6fk3Ads9oChKeLG9ptjSV1JSUgBo62gZ0uva33t+ylkXhD2nINIaSMc3IQfpOmDC+G2OH8xBe8Ho7wWnwnb9vYTu1FA8TXJysnQKoqSlpUmnMHhcF159Al78L+hqD33snI/BJ74BYzOG9JYm6C+tge3xpT0gPX4TcpCOL+0BaaTn3wRs94CiKOHF9ppiQ1/Jy+u7jNTeAzW0dTSTnHjmMbd1NLP3QN9lq2bPnh3R/KQ1kI5vQg7SdUB6/LbHB3kPSGOCBpLYrr9X0J0aimdxHIf4+Hhrt4R5akvcsSZ48jvwzL2hCxpxY+HyFfCpHwx5QcME/aU10PiyHpAevwk5mBBfug5IIj3/JmC7BxRFCS+21xRb+kpBQQG5ubl093axc++OQb1m594ddPd2MWPGDPLz8yOWm7QG0vFNyEG6DpgwfpvjB3PQXjD6e8GpsF1/L6GLGopnCQQC1NfXEwgEpFMRIRAIcOjQIfPH//dK2PJFeP350OOTpsP8n0HOPBhGszBBf2kNNL6sB6THb0IOJsSXrgOSSM+/CdjuAUVRwovtNcWWvuI4DiUlJQBsrylj38E9p33+vnd2s72mDICSkpKIftElrYF0fBNykK4DJozf5vjBHLQXjP5ecCps199L6KKG4lkcxyE1NdXa1VPHcRg3bpy54+8+Bn/4D3h8ORxtOH7cFwP5xfCZByB1yrDf3gT9pTXQ+LIekB6/CTmYEF+6DkgiPf8mYLsHFEUJL7bXFJv6yuLFi5k3bx7dvV2UPnYHFf6NtHU0hzynraOZJ/2/onT7crp7uygqKmLRokURzUtaA+n4JuQgXQdMGL/N8YM5aC+woxecDNv19xJ6Tw3FsziOQ1xcnLWFJrglzkgOvwJPfx+aD4QeH3cOXHk3jD9/xCFM0F9aA40v6wHp8ZuQgwnxpeuAJNLzbwK2e0BRlPBie02xqa/ExsayadMmFi6YT/njO9hauY7tNWXkTM0jKTGV9o4WXjlQTU9vNwBFRUVs3LiR2NjIfoUirYF0fBNykK4DJozf5vjBHLQX2NELTobt+nsJ3amheJZAIMC7775r7ZawQCDAwYMHzRp/oBdqfgFbbx24oHHxfLj+4bAsaIAZ+ktroPFlPSA9fhNyMCG+dB2QRHr+TcB2DyiKEl5srym29ZWkOIdtN3+I9f98PrlnJ9Hd28Xu/S+x86872L3/JXp6u8nNzWX9+vVs3bqVpKSkiOckrYF0fBNykK4DJozf5vjBHLQX2NML3o/t+nsJ3amheBbHcUhPT7d29dRxHDIzM80Zf9Ob8MwP+nZpnEhSFlxxJ0ydFdZwJugvrYHGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gKEp4sb2mWNVXjjXC4yuIPfJXlnxsMjddOomqv3dQGXcJb3eOZcqUKRQUFJCfnx/V+ZDWQDq+CTlI1wETxm9z/GAO2gss6QUnwXb9vYQuaiiexXEcYmNjrS00wS1x4rguvPJb+ONPoacj9LEPzoWPfQ0SU8Me1gT9pTXQ+LIekB6/CTmYEF+6DkgiPf8mYLsHFEUJL7bXFGv6SushKP9634+y3sNJSKFg2U+YPekjHD58mAkTJuDzRf/CFtIaSMc3IQfpOmDC+G2OH8xBe4EFveAU2K6/l9DLTymeJRAIcOTIEWu3hAUCAd5++23Z8bfXw+Mr4IUfhy5oJKTA3Lth7ncisqABZugvrYHGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gKEp4sb2mWNFXGt+AbSUhCxqMzYDP/gSm5Ip7QFoD6fgm5KAesDt+MAftBaO8F5wG2/X3ErpTQ/EsPp+PjIwMkV/QmIDP52PixIly4697Dl64HzpaQo+fNavvclPJWRENb4L+0hpofFkPSI/fhBxMiC9dBySRnn8TsN0DiqKEF9tryqjvK4f3wuN3hJ6/pE6Boh/1/S/yHpDWQDq+CTmoB+yOH8xBe8Eo7gVnwHb9vYQuaiiexvbtYCLj72yDlx6Av+0IPR4TDwU3w0XXQ5SKvwn6S+eg8e2Ob0IOtseXxvbxg86BoijhxfaaMmrHf2AXPPEt6D52/FjmNLj2PkjKDHmq9BzYHt+EHDS+3fFNyUESHb/d4/cKuuykeJZAIEB9fb21W8ICgQAHDx6M7vjf9sOvlwxc0Bh/Ply/Di6eH7UFDRP0F9FA44fEl/SA9PhNyMGE+NJ1QBLp+TcB2z2gKEp4sb2mjNq+Uvcc7FgRuqAxaTp85r8GLGhIe0BaA+n4JuSgHrA7fjAH7QWjsBcMEtv19xK6U0PxLD6fj8zMTGu3hPl8PiZNmhSd8fd2Q/XP4M+/6rsxeBDHB7n/H8xaDDHRvZGUCfpHVQONf9L4kh6QHr8JOZgQX7oOSCI9/yZguwcURQkvtteUUdlXXvld3/3/3BO+nPrAJVB4D8QlDni6tAekNZCOb0IO6gG74wdz0F4wynrBELBdfy+hixqKp3FP/ILdQqIy/sb98PT34d2/hR5PnQKfvAsmXRz5HE6BCfpL56Dx7Y5vQg62x5fG9vGDzoGiKOHF9poyasbvuvDy/4PKtaHHz78KLv8mxJz6qxDpObA9vgk5aHy745uSgyQ6frvH7xV02UnxLIFAgIaGBmu3hAUCAQ4dOhS58bsu/N82+E3xwAWNnE/DDT8TXdAwQf+Ia6Dxzxhf0gPS4zchBxPiS9cBSaTn3wRs94CiKOHF9poyavqK60LlQwMXNKZfD1fcddoFDWkPSGsgHd+EHNQDdscP5qC9YBT0gmFiu/5eQndqKJ7F5/ORlZVl7ZYwn8/HlClTIvPmRxvg+fth/4uhxxPT4PLlcO7HIxN3CJigf0Q10PiDii/pAenxm5CDCfGl64Ak0vNvArZ7QFGU8GJ7TRkVfSXQ23ce89fy0ON5X4SZi+AMN3+V9oC0BtLxTchBPWB3/GAO2gs83gtGgO36ewld1FA8i+u69PT0WLstLDj+2NhYnDN8OB8Sf6+EZ1fCscbQ42fn923Vft/N9KQwQf+IaaDxhxRfygPS4zchB1Piax+Q86A0tntAUZTwYntN8Xxf6emCp+6BN/5w/JjjwKVf6dulMQikPSCtgXR8E3JQD9gd/8QctBd4tBeMENv19xKjYtmptraW2tpaAOrq6vr/f/Dv1atXs2XLFlavXk1TU9OgHlPMx3VdmpqarC00rutSX18fvvH3dMKL/wWPLw9d0IiJh0tvg2tWGbOgAWboH3YNNP6Q40t6QHr8JuRgQnzpOiCJ9PybgO0eUBQlvNheUzzdV7ra4fE7Qhc0fDFw5bcHvaAB8h6Q1kA6vgk5qAfsjh/MQXuBR3tBGLBdfy8xKnZqrF27lnXr1gFQWFjI5s2b+x9bsGABu3btAvoWMYqLi/sfP91jivn4fD7Gjx9v7ZYwn8/HpEmTwvNm774GT38PGt8IPZ6R3XcikDktPHHCiAn6h1UDjT+s+JIekB6/CTmYEF+6DkgiPf8mYLsHFEUJL7bXFM/2lWONUL489D6AsQlw1ffgAwVDeitpD0hrIB3fhBzUA3bHD+agvcCDvSBM2K6/lxgVixqzZs2isbHvl+Xp6en9x+vq6kKel52dTUVFxRkfU7yB67p0d3dbu3oaHH9cXNzwtwQGArDn11C1Fnq7Qx+7eAHkL4XY+JEnGwFM0D8sGmj8EceX/BWR5PhNyMGU+NoH5Dwoje0eUBQlvNheUzzZV9qOwPbboenvx48lpMA1P4RJ04f8dtIekNZAOr4JOagH7I5/Yg7aCzzUC8KI7fp7iVGz7JSenh6yoAFQUVFBRkZGyLGMjAxqa2tP+5jiDVzXpaWlxdpC47oujY2Nwx9/+7tQ/g34Y2nogsbYDJh3P1y6zNgFDTBD/xFroPFHHF/SA9LjNyEHE+JL1wFJpOffBGz3gKIo4cX2muK5vtL8Fvz2ttAFjbGZ8Jn/GtaCBsh7QFoD6fgm5KAesDt+MAftBR7qBWHGdv29xKjYqdHU1MSWLVsAqK6u5uabbyY7O/uU98hoaGg47WMno7Ozk87Ozv6/W1paAAgEAgQCgeEnr4yI4MKUrRpkZWUBwxj/6y/gvHAfdLaGHj/nY7ifuAMS0/p2cRiOCfoPWwONHxakPSA9fhNykI4v7QFppOffBGz3gDQ678powufzkZmZae0lJ3w+HxMnTpROY3A0vA7bvw5H648fS5kMRT+CtLOG/bbSHpDWQDq+CTmoB+yOH8xBe4FHekEEsF1/LzEqFjWWLl3av0sjOzubq666in379p3y+ae7IfipHlu5ciX33HPPgONHjhyho6NjKOkqYaK3t5f6+noCgQAxMTHS6USdYW0J7D5G0p9/QeIboZdac2MSaP/oTXSeWwgtndByOAIZhxcT9Jfelml7fGkPSI/fhByk40t7QBrp+TcB2z1gAq2trWd+kqJ4BNd16erqsvbXmcHxx8fHm91Xjvy1b8d5R8vxY+kfgKIfQ3LWiN5a2gPSGkjHNyEH9YDd8U/MQXuB4b0gQtiuv5cwdlFj3bp1p12YuOqqqygsLAT67o8xc+ZMoG9Ro66ujrq6OtLT0wfsvGhoaOi/VNWpHjsZd955J7fffnv/3y0tLZx99tlkZWWRmpo6nCEqI6S3t5empiYmTJhg5RcZruty5MgRsrKyBtdojuzF+cP3oeUtiI07fnz8h3Cv/DZpaWdHLtkIYIL+Q9ZA44cVaQ9Ij9+EHKTjS3tAGun5NwHbPWACiYmJ0ikoSlhpa2uTTkGU5ubm/l2ARvLOy/D4N6H76PFj48+HeffBmHFhCSHtAWkNpOObkIN6wO74IO8BaUzQQBLb9fcKxi5qLF26dFDPq62tZe7cuf03Cg+SkZFBYWEha9euHfCavLw8srOzT/nYyUhISCAhIWHAcZ/Pp1uSBMnMzCQmJsZaDSZNmnTmJwUC4P8l7PoFBHqPH3ccyP0nmLUYJybu1K83GBP0H5QGGj9iSHtAevwm5CAdX9oD0kjPvwnY7gFpdN6V0YTjOGRkZFi7UOw4DhMmTJBO49T8vRKevBt6jl8WmknT+24KnpASlhDSHpDWQDq+CTmoB+yOH8xBe4HBvSDC2K6/l/D8WUh2djarVq3q/7uiooL58+eTnp5OdnZ2yHPr6urIy8s742OKN3Bdl87OTmu3hLmuy7Fjx04//pZ34Hdfger1oQsayRPg0/8J+cXg0QUNE/QflAYaP6LxJT0gPX4TcjAhvnQdkER6/k3Adg8oihJebK8pRveVuufg93eFLmhMzYN594dtQQPkPSCtgXR8E3JQD9gdP5iD9gJDe0EUsF1/L2HsTo3Bkp6eTl5eHqtXryY9PZ19+/axefPm/sc3b97MihUrmD17NtXV1YN+TPEGR48ePfOTRhmu61JZWUl1dTWHDh1i4sSJzJ49m4KCgtCV5FefhD/8B3S1h77BtCvhstvD+uFfChP0b29vF730hu3xpT0gPX4TcpCOL+0BaaTn3wRs94CiKOHF9ppiZF/56w54bhW4gePHzrsMrvwOxMaHPZy0B6Q1kI5vQg7qAbvjg7wHpDFBA0ls198rOK4uPQ2LlpYW0tLSaG5u1ntqCBEIBDh8+DATJkyw4tIHPT09lJWVsWbNGvx+/4DHc3NzKSkpYfE/3kDszlJ4LfRm4MSNhY//K5x/Vd+lpzyObforA1EPKOoBRT0gj34mDh86l/JoTTGQPb+BF/8r9Nj5V8MV3wRf+O+lpB5Q1AOKesBuVH95BvuZWNVRPItNW+La29u57rrrKC4uxu/3ExcTz8XnXMqcC67h4nMuJS4mHr/fT3FxMdd97ELa//L70DeYNB3m/xw+dPWoWNAAM/R3XZejR4+Kbs21Pb701mjJ8ZuQgwnxpeuAJNLzbwK2e0BRlPBie00xrq/86ZGBCxoXfQ6uuDMiCxog7wFpDaTjm5CDesDu+MEctBcY1AuijO36ewnPX35KsZuuri7pFCJOT08PCxcupLy8nLjYBIpmLWJOzrUkJR5frWzraGbn3h1srymj/OWDLHy4i223XERsbAzMWgwzvhCxD/6SmKD/sWPHGDNmjMYXQtoD0uM3IQfp+NIekEZ6/k3Adg8oihJebK8pRvQV14WqdeD/39Djuf/Ud0/ACP9IS9oD0hpIxzchB/WA3fFB3gPSmKCBJLbr7xV0UUPxLI7jkJaWFnofiVFIWVlZ/4LGsqLVTJs0fcBzkhPTKMy9kfMmXkjp9uWU72lgg7+TJd/7BUy8UCDryGOC/o7jkJmZqfEF40t6QHr8JuRgQnzpOiCJ9PybgO0eUBQlvNheU4zoK4EAvPif8H/bQo/nF/f9UCvCSHtAWgPp+CbkoB6wO34wB+0F9p5j2K6/l9DLTymexYYtca7rsmbNGgCKZi066YLGiUybfDFFeYsBKK3qwJ3w4UinKIYJ+ruuS1tbm+jWXNvjS2+Nlhy/CTmYEF+6DkgiPf8mYLsHFEUJL7bXFPG+EuiFZ1cOXND42FejsqAB8h6Q1kA6vgk5qAfsjh/MQXuBvecYtuvvJXRRQ/E0PT090ilElMrKyv57aMzJuXZQr7kk55q+e2y8/GeqqqoinKEsJujf3d2t8QWR9oD0+E3IQTq+tAekkZ5/E7DdA4qihBfba4pYX+npgop/g1efOH7M8fXdP2P69dFNxfLPl9LxTchBPWB3fJD3gDQmaCCJ7fp7BV3UUDyL4zikpqaO6i1hNTU1AORMzQu5h8bpSE5MI2dqHgDV1dURy00aE/R3HIdx48aJbk22Pb6kB6THb0IOJsSXrgOSSM+/CdjuAUVRwovtNUWsr3Qfg9/fCa+/cPyYLxYK/x0uuCaqqUh7QLq3S8c3IQf1gN3xgzloL7D3HMN2/b2ELmoonsV1Xdrb20f1lrDW1lYAkge5oBEkuAASfP1oxAT9XdeltbVVdGuu7fElPSA9fhNyMCG+dB2QRHr+TcB2DyiKEl5srykifaWzFcq/AQdqjh+LTYBrVkL25dHL4z2kPSDd26Xjm5CDesDu+MEctBfYe45hu/5eQm8UrniaQCAgnUJESUlJAaCto2VIr2t/7/nB149WTNC/t7dX4wsi7QHp8ZuQg3R8aQ9IIz3/JmC7BxRFCS+215So9pVjjVB+B7z76vFj8Ul9CxqTPxq9PN6HtAeke7t0fBNyUA/YHR/kPSCNCRpIYrv+XkEXNRTP4jgOKSkpo3pLWN6sWQDsPVBDW0czyYlpZ3xNW0cze9/7pdPs2bMjmp8kJujvOA7p6ekaXzC+pAekx29CDibEl64DkkjPvwnY7gFFUcKL7TUlqn2l7Qhsvx2a/n78WGIqzLsfsi6ITg4nQdoD0r1dOr4JOagH7I4fzEF7Qbp0GmLYrr+X0MtPKZ7FdV3a2tpG75awow0UNPyG3LOT6O7tYufeHYN62c69O+ju7WLGjBnk5+dHOEk5TNDfdV1aWlpEt+baHl/SA9LjNyEHE+JL1wFJpOffBGz3gKIo4cX2mhK1vtLyNvz2ttAFjbGZ8JmfiC5ogLwHpHu7dHwTclAP2B0/mIP2AnvPMWzX30voooaimMgbL8LmxTgHqii5fAoA22vK2Hdwz2lftu+d3WyvKQOgpKREV5YVRVEURVEURTGHhtdh2zJofef4sZTJcF0pZJwnl5eiKIqiKJ5CFzUUz+I4DsnJyaPri/vuDnjhR/D7u6CjGYDFcyYx7+JMunu7KH3sDir8G2l777EgbR3NPOn/FaXbl9Pd20VRURGLFi2SGEHUMEF/x3FITU0V3Zpse3xJD0iP34QcTIgvXQckkZ5/E7DdA4qihBfba0rE+8qRv8LvvgJH648fS/8AfPYBSJ0SmZhDRNoD0r1dOr4JOagH7I4fzEF7gb3nGLbr7yV0UUPxLK7r0traOnq2hB35G/zmS/B/vw05HDvhfDZtf4558+bR3dvF1sp13P3IP7B2x9088ux9rN1xN99+5Ea2VT7cv6CxceNGYmNH9y1zTNDfdV2amppEt+baHl/SA9LjNyEHE+JL1wFJpOffBGz3gKIo4cX2mhLRvvLOy/DYv0JHy/Fj48+Hz/4EkrPCH2+YSHtAurdLxzchB/WA3fGDOWgvsPccw3b9vcTo/tZTGfX4fKNgXS4QgD9vhOr1EOg5ftxx4CP/AHk3kRQbz7Zt29iwYQOlpaX4/X52738p5G1yc3NZtmwZixYtGvULGkFM0D8mJkbjCyLtAenxm5CDdHxpD0gjPf8mYLsHFEUJL7bXlIj0lTer4IlvQ0/n8WOTpsM1P4SElPDHGyHSHpDu7dLxTchBPWB3fJD3gDQmaCCJ7fp7BTu++VRGJY7jkJSU5O0tYW2H4ZkfwNv+0ONJWfDJO+GsWf2HYmNjWbJkCTfddBNVVVVUV1fT2tpKSkoKs2fPJj8/39tzMURM0N9xHFJS5E7ENL6sB6THb0IOJsSXrgOSSM+/CdjuASVy1NbWUlFRAUB1dTUPP/ww6enpANTV1bFlyxays7Opq6tj6dKlg3pMMR/ba0pE+krdc/DUd0N/vDU1D67+PsSNCW+sMCDtAeneLh3fhBzUA3bHD+agvcDecwzb9fcSuqiheBbXdWlpaSEry5ztykNi39Pwwo+hszX0ePblcNk3IDH1pC9zHIeCggLy8/NpamoiPT3dymJrgv7BbZlSGmh8WQ9Ij9+EHEyIL10HJJGefxOw3QNK5KioqGD58uUArF69mrlz57Jr1y4AFixY0P//6+rqKC4uZvPmzWd8TDEf22tK2PvK334Pz/4Q3MDxY+d+HOb+G8TGj/z9I4C0B6R7u3R8E3JQD9gdP5iD9gJ7zzFs199L6H4axdN48jJLXe3wzEqouCd0QSNuLFzxTSi855QLGu8nLi4uQkl6AxP0l9bA9vjSHpAevwk5SMeX9oA00vNvArZ7QAk/tbW1rFy5sv/v+fPnU1tbS11dHXV1dSHPzc7O7t/RcbrHFO9ge00JW1/5y6PwzL2hCxrnXw1XfdfYBY0g0h6Q7u3S8U3IQT1gd3yQ94A0Jmggie36ewVVSfEsjuMwduxYb60cH9wDT38fWt8JPT7hQrjy25B21qDfynEckpOTw5ygdzBBf2kNNL6sB6THb0IOJsSXrgOSSM+/CdjuASUyzJw5k4cffrj/76amJgAyMjLYtGkTGRkZIc/PyMigtraWmpqaUz42c+bMiOetjBzba0rY+sqffglV60KPXXgdfOxrYPh1yqU9IN3bpeObkIN6wO74wRy0F9h7jmG7/l5CFzUUz+K6Ls3Nzd7YEhbohdr/7vvvxF8rOT6Y+c8w418gZmj/HF3XpaGhgYyMDCuLrQn6S2ug8WU9ID1+E3IwIb50HZBEev5NwHYPKJFj/vz5/f9/48aNFBYWkp6e3r/A8X4aGhpO+9jJ6OzspLPz+I2TW1paAAgEAgQCgZO+Roksvb29NDU1kZmZKZ2KCCPuK64LNetx/P8bevij/wizi/v+MNzb0h6Q7u3S8U3IQT1gd3yQ94A0Jmggie36m8BgPwfroobiaeLjzd66DEDL2/D0D+DQntDjKZPhym/BpIuH/dZjxph3c71oYoL+0hrYHl/aA9LjNyEH6fjSHpBGev5NwHYPKJGlqamJLVu29N8n43TPG+pjK1eu5J577hlw/MiRI3R0dAwlTSVM9Pb20tHRweHDh4mJiZFOJ2q4rkttbS1+v7//Ouq5ubnMnDlz8F9ouQGS/D8jse7xkMNHL/r/OHbu5+DIkfAnHgGkPeC6Lh0dHfT09Ih9oSwZ34Qc1AN2xwd5D0hjggaS2K6/CbS2tp75SeiihuJhHMdhzJgx5hZZ1+27Od6L/wXdR0Mf+9Cn4GNfhfikYb99cEucrZigv7QGGl/WA9LjNyEHE+JL1wFJpOffBGz3gDI01q1bx759+075+FVXXUVhYWHIsRUrVvDkk0+Snp4OQHp6+oCdFw0NDaSnp5/2sZNx5513cvvtt/f/3dLSwtlnn01WVhapqYO7v5oSXgKBAD6fj6ysLHyGXyYpHPT09FBWVsaDDz6I3+8f8Hhubi633HILixcvPv31xQO9OM+vhr9XQOzx67C7l95GykXXkxKB3COFbR5QBqIeUNQDdqP6y5OYmDio5+mihuJZXNelsbHRzEtOdLTACz+CumdDj8cnw2W3wwfnjjiE67rU19eTmZlp5Zc5JugvrYHGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gDI2lS5cO6fmrV69mxYoVZGdn9++2KCwsZO3atQOem5eXR3Z29ikfOxkJCQkkJCQMOO7z+fQkWgjXdWlqamLChAmjXoP29nYWLlxIeXk5AHEx8eRMzSM5MZW2jhb2HqjB7/dz8803s23bNjZt2kRS0kl+kNXTBU9/D15//vgxxweXL8e54NoojSZ8SHtAurdLxzchB/WA3fGDOdjSC06GCRpIYrv+JjDYeddFDcXTGPkL1bdq4Zl7of19W6wnfxQ++S1ImRi2UCc9sbAIE/SX1sD2+NIekB6/CTlIx5f2gDTS828CtntAiQxbtmxh5syZ/QsamzZtYunSpQN2XdTV1ZGXl9e/U+NUjynewYaa0tPT07+gERebQNGsRczJuZakxOM7hNo6mtm5dwfba8ooLy9n4cKFbNu2LXTHRncHPHk3vFl1/JgvFubeDdlXRG9AYUbaA9K9XTq+CTmoB+yOD/IekMYEDSSxXX+voIsaimdxHIeEhARzVo57u6H6Z/DnX/VdeiqILwbylsBH/xHCuMobvOSGrZigv7QGGl/WA9LjNyEHE+JL1wFJpOffBGz3gBIZ6urqWLBgQcix9PT0/p0emzdvZsWKFcyePZvq6mo2b97c/7zTPaaYjy01paysrH9BY1nRaqZNmj7gOcmJaRTm3sh5Ey+kdPtyysvL2bBhA0uWLOl7Qmcb/P5OeOfPx18UEw9Xfx8+UBClkYQfaQ9I93bp+CbkoB6wO34wBxt6wakwQQNJbNffS+g+GsWzuK5LQ0MD7okLCFI07oett8LL/y90QSNtKnzuQZjxT2Fd0IC+8R8+fNiM8Qtggv7SGmh8WQ9Ij9+EHEyIL10HJJGefxOw3QNKZMjOzsZ13ZD/GhsbQx5ftWoV8+fPZ9WqVSE7MU73mGI+NtQU13VZs2YNAEWzFp10QeNEpk2+mKK8xQCUlpb2zc2xJth+e+iCRtxYmHefpxc0QN4D0r1dOr4JOagH7I4fzGG094LTYYIGktiuv5fQRQ3F0yQnJ8sm4Lrwf9vgN8Xw7t9CH/vwZ+CG9ZB1QcTCp6WlRey9vYC4/shrYHt8aQ9Ij9+EHKTjS3tAGun5NwHbPaAoSngZ7TWlsrISv99PXEw8c3IGd8+LS3KuIS4mHr/fT9VzT8DvvgpH/nr8CQkp8On/gCm5kUk6ykh7QLq3S8c3IQf1gN3xQd4D0piggSS26+8V9PJTimdxHIf4+Hi5LWFHG+D5+2H/i6HHE9Pg8uVw7scjGj64Jc5WxPVHXgONL+sB6fGbkIMJ8aXrgCTS828CtntAUZTwYkNNqampASBnal7IPTROR3JiGjlT89i9/yWqy+6iYM4JX/aMzYCiH0FGdiTSjTrSHpDu7dLxTchBPWB3/GAOo70XnA4TNJDEdv29hO7UUDxLIBCgvr6eQCAQ/eB/r4QtNw1c0Dg7H+b/IuILGtA3/kOHDsmM3wBE9T8hB0kNNL6sB6THb0IOJsSXrgOSSM+/CdjuAUVRwosNNaW1tRWA5EEuaAQJLoC0NjccP5gyCT77wKhZ0AB5D0j3dun4JuSgHrA7fjCH0d4LTocJGkhiu/5eQndqKJ7FcRxSU1Oju3ra0wmVD8Ge34Qej4mHgpvhouvDfu+MU+E4DuPGjbN29VhE/5PkIKmBxpf1gPT4TcjBhPjSdUAS6fk3Ads9oChKeLGhpqSkpADQ1tEypNe1v/f8lISYvgNpU/suOZU8Iaz5SSPtAeneLh3fhBzUA3bHD+Yw2nvB6TBBA0ls199L6KKG4lkcxyEuLi56hebd1+Dp70HjG6HHM7Lhym9D5rTo5PEewS1xthJ1/U+Rg6QGGl/WA9LjNyEHE+JL1wFJpOffBGz3gKIo4cWGmpKXlwfA3gM1tHU0k5x45uumt3U0s/dA32WrZp+bApkf7Lsp+NiMiOYqgbQHpHu7dHwTclAP2B0/mMNo7wWnwwQNJLFdfy+hl59SPEsgEODdd9+N/JawQAD+vAm2fnnggsbFC+Dza6O+oNGXVoCDBw9auyUuavqfIQdJDTS+rAekx29CDibEl64DkkjPvwnY7gFFUcKLDTWloKCA3Nxcunu72Ll3x6Bes3PvDrp7u5hxdjL5BXP6dmiMwgUNkPeAdG+Xjm9CDuoBu+MHcxjtveB0mKCBJLbr7yV0UUPxLI7jkJ6eHtnV07YjUP4N+OMa6O0+fnxsBsy7Hy5dBrEyK9iO45CZmWnt6nFU9B9EDpIaaHxZD0iP34QcTIgvXQckkZ5/E7DdA4qihBcbaorjOJSUlACwvaaMfQf3nPb5+97ZzfaaMgBKPjcHp+h+GOL9OLyEtAeke7t0fBNyUA/YHT+Yw2jvBafDBA0ksV1/L6GLGopncRyH2NjYyBWauudgyxfhrV2hx8/9eN/NwM+eHZm4g8T2LXER13+QOUhvTbY9vqQHpMdvQg4mxJeuA5JIz78J2O4BRVHCiy01ZfHixcybN4/u3i5KH7uDCv9G2jqaQ57T1tHMk/5fUbp9Od29XRTlT2PR6q0QP1Ym6Sgh7QHp3i4d34Qc1AN2xw/mYEMvOBUmaCCJ7fp7CV3UUDxLIBDgyJEj4d8S1nUUnlsNT34HOluPH49NhE98A67+PoxJD2/MYRAIBHj77bet3RIXMf2HmIOkBhpf1gPS4zchBxPiS9cBSaTn3wRs94CiKOHFlpoSGxvLpk2b+hc2tlau4+5H/oG1O+7mkWfvY+2Ou/n2IzeyrfLhvgWNgg+x8cldxCaO7gUNkPeAdG+Xjm9CDuoBu+MHc7ChF5wKEzSQxHb9vYTeKFzxLD6fj4yMDHy+MK7NHX4Fnv4+NB8IPZ51AVx5N6SfHb5YI8Tn8zFx4sTwjt9DRET/YeQgqYHGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gKEp4sammJCUlsW3bNjZs2EBpaSl+v5/d+18KeU7u2Uks+8d5LPreI8RactNYaQ9I93bp+CbkoB6wO34wB1t6wckwQQNJbNffS+iihuJpwrYdLBAA/y+h5ufgnrAa6ziQ+08wazHExIUnVhixfTucCeOXzkHj2x3fhBxsjy+N7eMHnQNFUcKLTTUlNjaWJUuWcNPixVSt/zrVzzxGS0cvqYkxzD43hfzP34KTX9x3TmQR0h6wPb4JOWh8u+ObkoMkOn67x+8VdNlJ8SyBQID6+vqRbwlreQd+9xWoXh+6oJE8AT79n5BfbOSCRiAQ4ODBg9ZuiQub/iPMQVIDjS/rAenxm5CDCfGl64Ak0vNvArZ7QFGU8GJlTentxnnm+xTwJ2694iwWF17ErVecRcE/fhOnYKl1CxrSHpDu7dLxTchBPWB3/GAO1vWCEzBBA0ls199L6E4NxbP4fD4yMzNHtiXs1SfhD/8BXe2hx6ddCZfdDgkpI0sygvh8PiZNmmTtlriw6B+GHCQ10PiyHpAevwk5mBBfug5IIj3/JmC7BxRFCS/W1ZTujr77CL5ZCYDPgUlx7fguXwE584STk0HaA9K9XTq+CTmoB+yOH8zBql7wPkzQQBLb9fcSuqiheBrXdYf3ws5W+MN/wmsVocfjxsLH/xXOv8oTv0oa9vhHCSaMXzoHjW93fBNysD2+NLaPH3QOFEUJL9bUlI4W2HEnHNpz/FhMHO4V34YPXiGWlglIe8D2+CbkoPHtjm9KDpLo+O0ev1fQZSfFswQCARoaGoa+Jeydl2HLkoELGpOmw/yfw4eu9sSCRiAQ4NChQ9ZuiRu2/mHOQVIDjS/rAenxm5CDCfGl64Ak0vNvArZ7QFGU8GJNTWmvh999NXRBI24sgU+t4tDYD43+8Z8GaQ9I93bp+CbkoB6wO34wByt6wSkwQQNJbNffS+hODcWz+Hw+srKyBr8lrLcHdv0C/P/7vpuB+/puBD7jC+CLiUiukcDn8zFlyhTpNMQYsv4RykFSA40v6wHp8ZuQgwnxpeuAJNLzbwK2e0BRlPBiRU1peRu2f73vf4MkpsG1q/FNyMHuriLvAeneLh3fhBzUA3bHD+Yw6nvBaTBBA0ls199L6KKG4llc16Wnp2dw28Ka3oSnvw9H9oYeTz0Lrvw2TLwwMklGkOD4Y2NjcTywsyTcDEn/COcgpYHGl/WA9PhNyMGU+LZuD5aefxOw3QOKooSXUV9T6vdB+TfgaMPxY0lZUPQjGHeO9hXkPSCtgXR8E3JQD9gd/8QcRm0vOAMmaCCJ7fp7CV12UjyL67o0NTWdvtC4LrzyGPz6SwMXNC6YBzes9+SCBvSNv76+3tpCOyj9o5CDpAYaX9YD0uM3IQcT4kvXAUmk598EbPeAoijhZVTXlIN7+i45deKCRvrZcN0aGHcOoH0F5D0grYF0fBNyUA/YHT+Yw6jtBYPABA0ksV1/L6E7NRTP4vP5GD9+/Km3hHU0w/P3wesvhB5PSIFP3AHZl0c+yQji8/mYNGmSdBpinFH/KOUgqYHGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gKEp4GbU15Y0X4al7oKfz+LGsC+DaVTBmXP8h7SvyHpDWQDq+CTmoB+yOH8xhVPaCQWKCBpLYrr+X0EUNxXO4rktlZSVVVVW89dZbnHXWWeTn51NQUHB8a9yBGnjmXjhaH/ris2bCFXdBclb0Ew8zruvS3d1NXFyctVsCu7u7xX/BIamBxpf1gPT4TcjBlPi2/opGev5NwHYPKIoSXkZlTXnld/DCj0PvKThlBnzqBxCfFPJU7SvyHpDWQDq+CTmoB+yOf2IOo6oXDAETNJDEdv29hC47KZ6hp6eH9evXM3PmTObMmcNXv/pVVq9ezVe/+lXmzJnDzJkzWb/2IXqe/6++m9+duKDhi4VLboV5PxoVCxrQV2gbGxutLbSu69LS0iK+qCGpgcaX9YD0+E3IwYT40nVAEun5NwHbPaAoSngZVTXFdWFXGTx/f+iCxnmXwbWrByxo9L1E+4q0B6Q1kI5vQg7qAbvjB3MYNb1gGJiggSS26+8lHFdVGhYtLS2kpaXR3NxMamqqdDqjnvb2dhYuXEh5eTkAcTHx5EzNIzkxlbaOFvYeqKG7twuAedMz2FT8YZISYvpePO4cuPI7MP6DUukrESAQCHD48GEmTJig2wItRT2gqAcU9YA8+pk4fOhcyjNqakqgF/7wH327NE7kos/BpV8FL48twowaDyjDRj2gqAfsRvWXZ7CfifXyU4rx9PT09C9oxMUmUDRrEXNyriUp8bix2zqa2bl3B9tryijf08DCh19h2y0XEfuR66HgyxCXKDiCyOC6Ll1dXcTHx1u7JbCrq0v8FxySGmh8WQ9Ij9+EHEyJb+vvM6Tn3wRs94CiKOFlVNSUnk546rvwxh9Cj8/+Esz4ApymX2hfkfeAtAbS8U3IQT1gd/wTc/B0LxgBJmggie36ewldclKMp6ysrH9BY1nRagpzbwxZ0ABITkyjMPdGlhWtJi4mnvI9DWxo+zh8/GujckEjSHNzs3QKorS1tUmnIK6B7fGlPSA9fhNykI4v7QFppOffBGz3gKIo4cXTNaWjBR67PXRBw/HB5Stg5j+fdkEjiPYVeQ9IayAd34Qc1AN2xwd5D0hjggaS2K6/V9BFDcVoXNdlzZo1ABTNWsS0SdNP+/xpky+mKG8xAKX/7/FRvbLqOA4TJkywcuUc+safkZEhOn5pDTS+rAekx29CDibEl64DkkjPvwnY7gFFUcKLp2tK6yH47TI4tOf4sdgE+NS9kDNvUG+hfUXeA9IaSMc3IQf1gN3xgzl4theEARM0kMR2/b3EqFjU2LJlC01NTTQ1NQ14rLa2ltraWgDq6ur6/3/w79WrV7NlyxZWr1590tcrslRWVuL3+4mLiWdOzrWDes0lOdcQFxOP3++nqqoqwhnK4boux44dG9ULN6fDdV06OzvFLz8lqYHGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gKEp48WxNqd8H226Fxv3HjyWmwqf/E86ZM+i30b4i7wFpDaTjm5CDesDu+MEcPNkLwoQJGkhiu/5eYlQsaixYsIBx48Yxbtw4HMfBcRxWr14NwNq1a5k1axaO43DzzTeTnZ0d8rrly5czf/585s+fT3FxsdQQlFNQU1MDQM7UvAGXnDoVyYlp5EzNA6C6ujpiuZlAe3u7dAqiHD16VDoFcQ1sjy/tAenxm5CDdHxpD0gjPf8mYLsHFEUJL56rKQd2wW9vg/Z3jx9LmQzXrYGJFw757bSvyHtAWgPp+CbkoB6wOz7Ie0AaEzSQxHb9vYLnbxTe1NTE5s2bmT9/fv+x1atXs3z5cgBmzZpFY2MjAOnp6f3PqaurC3mf7OxsKioqIp+wMiRaW1sBSB7kgkaQ4AJI8PWjEcdxGD9+vHQaYjiO07+QKZmDpAYaX9YD0uM3IQcT4kvXAUmk598EbPeAoijhxXM1ZW85vHA/BHqPH8v8IFy7GpIyh/x22lfkPSCtgXR8E3JQD9gdP5iDp3pBmDFBA0ls199LjIqdGicuaGzZsiXkb+hbzDhxQQOgoqKCjIyMkGMZGRkhl6dS5ElJSQGgraNlSK9rf+/5wdePRlzX5ejRo9ZuiTNhS6S0Bhpffmu09L9B6RxMiC9dBySRnn8TsN0DiqKEF8/UFNeFqofhuVWhCxpnzYLP/mRYCxp9b6t9RdoD0hpIxzchB/WA3fGDOXiiF0QIEzSQxHb9vYTnd2qcuFjR1NREQ0NDyCWmmpqa2LJlC9B3KaLgJahOdf+MhoaGkx7v7Oyks7Oz/++Wlr4vzQOBAIFAYISjUE7FzIl9RWTvgRraOppJTkw742vaOprZe6DvslWzZs0atfq4rkt7ezsJCQlWriAHAgE6OzsJBAJi45fWwPb40h6QHr8JOUjHl/aANNLzbwK2e8AERuvnLMVeurq6pFM4PT1dfYsZr73vKgMXzIPLvg4xIzvFP3bsGGPGjBnRe3gdaQ9IayAd34Qc1AN2xwd5D0hjggaS2K6/V/D8osaJrFixglWrVoUcW7p0af/CR3Z2NldddRX79u075XucarFj5cqV3HPPPQOOHzlyhI6OjmHnrJwcp/soSf715B16ho9OHcvLB46yc+8OCnNvPONrd+7dQXdvF9OnT+fcc8/l8OHDUchYjiNHjkinIEIgEMB1XY4cOYLPJ7vpTFoDW+Ob4gHp+TchB9s9II20/pKoB+QZzZf6VOzDcRzS0tLMXSTtaIYnvg3v/Dn0+OwvwYwvwAjzdhyHzMzh7fIYLUh7QFoD6fgm5KAesDt+MAeje0GEMUEDSWzX30sYu6ixbt260y4+XHXVVRQWFvb/3dTUREVFxYDLTNXV1TFz5kygb1Gjrq6Ouro60tPTB+zKaGhoGPD6IHfeeSe33357/98tLS2cffbZZGVlkZo6tPs9KGfg4G6cF+6F1oMQF0/JFWex9JFX2V5TxnmTLmLapOmnfOm+d3azvaYMgK985StMnDgxSklHn+AvdJOSkqwstr29vRw7doysrCxiYmJEcpDWwPb40h6QHr8JOUjHl/aANNLzbwK2e8AEEhMTpVNQlLBh9CU3mt+Cx5dD84Hjx2Li4PJvwvmFp37dENC+Iu8BaQ2k45uQg3rA7vjBHIztBVHABA0ksV1/L2HsosbSpUuH9PyampoBCxK1tbXMnTu3/0bhQTIyMigsLGTt2rUD3icvL++k75+QkEBCQsKA4z6fT38ZGC56e6C2DP70S3CPX8rgi5dOZuvriZS/uJvSx+6gKG8xl+RcE3IpqraOZv6493HKazbQ3dtFUVERX/ziF0e1Nq7r0tvbi8/ns7bRBMcvpbO0Bhpf1gPS4zchB5Pij+Z6fyqk598EbPeACei8K6ONnp4e6RQGcnAP/P6uvp0aQRJS4Orvw5TcsIbq7u4O6/t5EWkPSGsgHd+EHNQDdscHeQ9IY4IGktiuv1cwdlFjqNTW1g648Xd2dnbI5agqKiqYP3/+SW8cXldXR15e3il3aigRpulNeOYHcPiV0OMpk4m98tts+pfzWLhwIeXl5WytXMf2mjJypuaRlJhKe0cLrxyopqe3r+gWFRWxceNGYmNHjb1PiuM4jBs3TjoNMRzHITU1VfSLPGkNNL6sB6THb0IOJsSXrgOSSM+/CdjuAUVRwouRNeWvj8MLP4LeE75gSp0C166C9A+ENZT2FXkPSGsgHd+EHNQDdscP5mBcL4giJmggie36e4lR9a3viTcIh76biOfl5bF69WrS09PZt28fmzdv7n988+bNrFixgtmzZ1NdXR3ymBIlXBf2PgYvlULP++5N8qFr4GNfgfgkkoBt27axYcMGSktL8fv97N7/UsjTc3NzWbZsGYsWLRr1CxrQ9+vUtrY2kpOTrSy2wS2RklsCpTXQ+LIekB6/CTmYEF+6DkgiPf8mYLsHFEUJL0bVlEAAqtbCy78KPT7xIvjUD2BM+L9w0r4i7wFpDaTjm5CDesDu+MEcjOkFApiggSS26+8lRs03v8uXLz/p8ZkzZ/bfU+P9nLiTY/78+RHLTTkFx5rg+fvgjT+EHk9Igcu+DtM+GXI4NjaWJUuWcNNNN1FVVUVlZSX79+/nnHPOoaCggPz8fOsKbm9vr3QKogQCgTM/KcJIa2B7fGkPSI/fhByk40t7QBrp+TcB2z2gKEp4MaKmdLXDU9+Fv+8MPT7tSrjimxA78LLI4UL7irwHpDWQjm9CDuoBu+ODvAekMUEDSWzX3yuMmkUNxWO8WQXProSjoTdr56xZcMWdkJx1ypc6jkNBQQGzZ8/m8OHDTJgwwcrrOTuOY/Xl0hzHISUlRfzyU5IaaHxZD0iP34QcTIgvXQckkZ5/E7DdA4qihBcjakrzW333z2h8I/T47CUw458hgrlpX5H3gLQG0vFNyEE9YHf8YA7ivUAQEzSQxHb9vYR93wQrsvR0wos/gfI7Qhc0YuLgklth3v2nXdA4keCWOFu3hLmuS0tLi9Xjl9ZfWgONL+sB6fGbkIMJ8aXrgCTS828CtntAUZTwIl5T3v4TPHpz6IJGbCJc9V2Y+S8RXdAA7Ssg7wFpDaTjm5CDesDu+MEcbP58aYIGktiuv5fQnRpK9Hj3NXj6ewN/dTTuXLjybhj/QYmsFEVRFEVRFEVRZPm/38KL/wmBEy75kTwBPrVSz5MURVEURVHehy5qKJEnEIDdm6B6PfR2hz42/QYouHlY14V1HMfaGxdB3/hTU1Ol0xDDBP2lNdD4sh6QHr8JOZgQX7oOSCI9/yZguwcURQkvIjWlpwte+gm88rvQ4xOnw9Xfg7EZUUtF+4p8X5HWQDq+CTmoB+yOH8zB5s+XJmggie36ewm9/JQSWdqOQPnXYeeDoQsaYzNg3n3wsa8M+0Z3ruvS2tpq7ZYw13VpamqyevzS+ktroPFlPSA9fhNyMCG+dB2QRHr+TcB2DyiKEl6iXlPaDsPvvjJwQeND18Cn/yOqCxqgfQXk+4q0BtLxTchBPWB3/GAONn++NEEDSWzX30voTg0lcux7Bl74EXS2hh4/9+PwiTtgTPqIQ9h4g/ATiYmJkU5BFBP0l9bA9vjSHpAevwk5SMeX9oA00vNvArZ7QFGU8BK1mvJWLTx1DxxrOn7M8fXtYv/IjRG/f8ap0L4i31ekNZCOb0IO6gG744O8B6QxQQNJbNffK+iihhJ+utr7bgb+tx2hx2MT4dLbIKcoLB/SHcchKSnJ2i1hjuOQkpIinYYYJugvrYHGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gKEp4iUpNcV3480aoXAtu4PjxxFSY++8wdVbkYp8B7SvyfUVaA+n4JuSgHrA7fjAHmz9fmqCBJLbr7yV06UkJLwf3wJYlAxc0JnwYblgPH/502H515LouLS0t1m4Jc12XxsZGq8cvrb+0Bhpf1gPS4zchBxPiS9cBSaTn3wRs94CiKOEl4jWl6yhU/HvfpXlPXNDIyoHr14suaID2FZDvK9IaSMc3IQf1gN3xgznY/PnSBA0ksV1/L6E7NZTw0NsDtRvgT4+EfkB3fDDjCzBzEcSE326xsXZbOC4uTjoFUUzQX1oD2+NLe0B6/CbkIB1f2gPSSM+/CdjuAUVRwkvEasq7r8FT/w5Nb4Yez/k0fOyrEBsfmbhDRPuKfF+R1kA6vgk5qAfsjg/yHpDGBA0ksV1/r6AqKSOn6U145gdw+JXQ4ymT4cpvw6TpEQnrOA5jx461dkuY4zgkJydLpyGGCfpLa6DxZT0gPX4TcjAhvnQdkER6/k3Adg8oihJeIlJTXBde+S28VAq9XcePx8T1LWZ8+DPhizVCtK/I9xVpDaTjm5CDesDu+MEcbP58aYIGktiuv5fQy08pw8d14ZXH4DfFAxc0PnQNzP9ZxBY0+sK7NDc3W7slzHVd6uvrrR6/tP7SGmh8WQ9Ij9+EHEyIL10HJJGefxOw3QOKooSXsNeUzlao+Dd44cehCxrJE+CzDxi1oAHaV0C+r0hrIB3fhBzUA3bHD+Zg8+dLEzSQxHb9vYTu1FCGx7FGeP5+eOMPoccTUuCyr8O0T0Yljfh4M7ZpSzFmzBjpFEQxQX9pDWyPL+0B6fGbkIN0fGkPSCM9/yZguwcURQkvYasph1+Binug9Z3Q4+d8DK74Zt+NwQ1E+4p8X5HWQDq+CTmoB+yOD/IekMYEDSSxXX+voIsaytB540V4/r6+hY0TOWsmXHEXJGdFJQ3HcRgzZoy1W8KCW+JsxQT9pTXQ+LIekB6/CTmYEF+6DkgiPf8mYLsHFEUJL2GpKYEA7NkClQ9BoPf4cV8sXHILTL8BDK1Z2lfk+4q0BtLxTchBPWB3/GAONn++NEEDSWzX30vo5aeUwdN1FJ67D35/V+iCRkwcXHIrzPtR1BY0oG9LWGNjo7VbwlzX5d1337V6/NL6S2ug8WU9ID1+E3IwIb50HZBEev5NwHYPKIoSXkZcU9oOQ/k34I9rQhc0Us+C69bAxfONXdAA7Ssg31ekNZCOb0IO6gG74wdzsPnzpQkaSGK7/l5Cd2oog+PgbnjmXmh5O/R4RjZ88lsw/oMiadm8egyQlJQknYIoJugvrYHt8aU9ID1+E3KQji/tAWmk598EbPeAoijhZVg1xXXhtafgD/8BXW2hj027Ej7xDYj3Rr3WviLfV6Q1kI5vQg7qAbvjg7wHpDFBA0ls198r6KKGcnp6u2FXGfj/F9zA8eOOAx/5B8i7CWJlrjXnOA4JCQnWbgkLbomzFRP0l9ZA48t6QHr8JuRgQnzpOiCJ9PybgO0eUBQlvAyrpnS0wB9+DPueCT0emwiXLoOcTxu9O+NEtK/I9xVpDaTjm5CDesDu+MEcbP58aYIGktiuv5fQy08pp6bhdXj0y/CnR0IXNFImwaf/Ey75stiCBvRtCWtoaLB2S5jruhw+fNjq8UvrL62Bxpf1gPT4TcjBhPjSdUAS6fk3Ads9oChKeHBdl507d1JaWsqqVasoLS1l586dZ64tb7wIW744cEFjwoVww3r48Gc8s6AB2ldAvq9IayAd34Qc1AN2xw/mYPPnSxM0kMR2/b2E7tRQBhIIwJ5fQ9U66O0KfeyCa+HS24zZPp2cnCydgihpaWnSKYhigv7SGtgeX9oD0uM3IQfp+NIekEZ6/k3Adg8oijJ8enp6KCsrY82aNfj9/gGP5+bmUlJSwuLFi4mNPeHU+WgDvPQA7Hs69AWOD2YthhlfAF9MRHOPFNpX5PuKtAbS8U3IQT1gd3yQ94A0Jmggie36ewVd1FBCaT0Ez/0Q3qoNPZ6YCpd9A7Ivl8nrJDiOQ3x8vLVbwoJb4mzFBP2lNdD4sh6QHr8JOZgQX7oOSCI9/yZguwcURRk+7e3tLFy4kPLycgDiYuLJmZpHcmIqbR0t7D1Qg9/vp7i4mEcffZRNmzaRNHYsvFYBL/2k77JTJ5J+Nnzy2zAhR2A04UH7inxfkdZAOr4JOagH7I4fzMHmz5cmaCCJ7fp7Cb38lNKH68LfnoAtNw1c0PjAJbBgg1ELGgCBQID6+noCgcCZnzwKCQQCHDp0yOrxS+svrYHGl/WA9PhNyMGE+NJ1QBLp+TcB2z2gKMrw6Onp6V/QiItN4HMFS/n+FzZy8zXf45+uuIObr/ke3/vCr/hcwVLiYuIpLy9n4fXX0bN9OTz9/dAFDccHH7kRrl/v6QUN0L4C8n1FWgPp+CbkoB6wO34wB5s/X5qggSS26+8ldKeGAh3N8MKPoe7Z0OOxiTCnxNhrwTqOQ2pqqrWrp47jMG7cOKvHL62/tAYaX9YD0uM3IQcT4kvXAUmk598EbPeAoijDo6ysrH9BY1nRaqZNmj7gOcmJaRTm3sh5Ey+kdPtyyp94ig0T/86Sj00+/qSMbLh8hecXM4JoX5HvK9IaSMc3IQf1gN3xgznY/PnSBA0ksV1/L6E7NWzn75Ww+YsDFzQmXgTzfwYXftbIBQ3oKzRxcXHWFhrbt8SZoL+0Bhpf1gPS4zchBxPiS9cBSaTn3wRs94CiKEPHdV3WrFkDQNGsRSdd0DiRaZMvpihvMQClz77dd+PQmDjIuwmuXzdqFjRA+wrI9xVpDaTjm5CDesDu+MEcbP58aYIGktiuv5fQRQ1b6T4Gf/gPeHw5HK0/ftwXA7OXwGcfgLSpcvkNgkAgwLvvvmvtlrBAIMDBgwetHr+0/tIaaHxZD0iP34QcTIgvXQckkZ5/E7DdA4oSVgIBOLBLOouIU1lZid/vJy4mnjk51w7qNZfkXENcTDz+N9upap0A1z8Msxb1LW6MIrSvyPcVaQ2k45uQg3rA7vjBHGz+fGmCBpLYrr+X0EUNGzn8Cvz6S/CXraHH0z8An3sQZv5L3+KG4TiOQ3p6urWrp47jkJmZafX4pfWX1kDjy3pAevwm5GBCfOk6IIn0/JuA7R5QlLDi/yVsvx2ev6/vB1CjlJqaGgBypuaRlJg6qNckJ6aRMzUPgOrEyyHjvIjlJ4n2Ffm+Iq2BdHwTclAP2B0/mIPNny9N0EAS2/X3EnpPDZvo7YZdZeD/X3Dft+I4/QYouBliE0RSGw6O4xAbG2ttoQluibMVE/SX1kDjy3pAevwm5GBCfOk6IIn0/JuA7R5QlLBx6C9Q8/O+///KY/DOn2Huv8H4D8rmFQFaW1sBSB7kgkaQ4AJIa1tb2HMyBe0r8n1FWgPp+CbkoB6wO34wB5s/X5qggSS26+8ldKeGLbz7Gjx6M/zpkdAFjaQsKPoxfOwrnlrQgL4tYUeOHLF2S1ggEODtt9+2evz/f3v3HuNWet53/MfRaEfr1YWkNLolcjcc23GcBNbOxU5ru3FiMjWydgMEQ6lNgW5aQMPC/qOF0Wo66R/GIkXVEdCiCAI3M0KLXbRAPTNEvGjrSzvcOnG8iZ3RcDe1XasO5shebVZaXUjORXcN2T9YckXNVSNynvfw/X4AATvkSM9zzvPwvOfsy/cc6/pb14D4tj1gvf0u5OBCfOvjgCXr/e8C33sAaJqrP5RUeffn0pvSK/+o+mWo8rJZWq2wZ88eSdLSnYXH+ns3///v1/5+O2JcsR9XrGtgHd+FHOgBv+PXcvD5/NKFGljyvf5hwkqNdlderl6MzL4klR80vve+T0kf+yfSY35LyRUdHR2Kx+Pq6PBzbq6jo0OHDh3yevut629dA+Lb9oD19ruQgwvxrY8Dlqz3vwt87wG0Ti6XkySVSiXNzMzo5MmT6u3tlSQFQaBsNqtEIqEgCDQ0NKRoNLrhe077xUFp//uk//UvpZvXqq8t35e+OybNfVP65eG2WbXR31+9jdSFt85r6c68du/at+HfWbozrwtvVW9bNTAw0NL8LDGu2I8r1jWwju9CDvSA3/FrOfh8fulCDSz5Xv8wYVKjnRV/In3zX0nXLjS+vmuf9IkvSIlPmqTVTL4vB2P77bffOgfi+x3fhRx8j2/N9+2X2AdojXQ6rVdffVXJZFKFQkHpdFpzc3P192Znqw/UDoJAp06d0tTU1IbvOe/ocWnwP0rfOitd/JN3X7/+I+kPT0kf+ttS3z+Qno5aZfjkFi7ro+XzOn5sj964tKjvXPiGksdPbvjXvnPhG7q/fE/PPfecPvKRj2xDonY4ptrvA9/ju5AD8f2O70oOlth+v7c/LJh2akflsvS/p6oPA390QuPZj0vpl9piQqNcLuvGjRveLgkrl8u6cuWK19tvXX/rGhDftgest9+FHFyIb30csGS9/13gew+gdaampuorMyQ1rMR4WCKRqK/qWO+90Ni1V0r9bnVlRtdDt1mqlKUfvCJ9+e9VV4Hfu2WW4mOrVKS3X5f+x7+QvvxbinxvSp//5cOSpK+ef0lzV76/7l+fu/w9ffX8S5Kkz3/+8239PzoYV+zHFesaWMd3IQd6wO/4tRx8Pr90oQaWfK9/mLBSo90svC390b+WLv9F4+tP7ZY+9o+l96ekNjkR7+jo0P79+71dEtbR0aHDhw97vf3W9beuAfFte8B6+13IwYX41scBS9b73wW+9wBaJ5lM1v97ampKmUxGUvW2VPF4vOF34/G48vm8zp8/v+Z7D0+QOC8SkT7469Kxj0qv/Tvp4rfefe/eUvWWVH/xZenDf1f6uc80Tn64ZOma9KNvVP/Mv9Xw1m//9cP6yhs39LXvF/T7//2f6fn+39YvffDTDbeiWrozrz+78HV97fzLur98T88//7xeeOGF7d6KbcW4Yj+uWNfAOr4LOdADfsev5eDz+aULNbDke/3DhEmNdlGpSD/8r9J3/r10/3bje8c+Iv3N09LubpvcWqhSqWz8S22M7bfffusciO93fBdy8D2+Nd+3X2IfoHXy+bwmJiaUSqU0NDQkqfqMjdUUCoV13wulZ/ZLv/a70qU/l/7s96u3tq25My999w+k/MvSB/6W9KHfkOIJu1xrbhelH78mBX8k/dVsdYXJKjoPfUCT/+mf6sTv/IG+9vWv65Xvjuur51/SB3+6X8/s2qubdxb0w7dm9GD5viTp+eef18TEhDo72//ymWOq/T7wPb4LORDf7/iu5GCJ7fd7+8Oi/c/KfLB0Vfrjs9JbM42v73xa+qXPST/32bZZnfGwcrmsQqHg7QOMyuWy3nnnHW9n0F2ov3UNiG/bA9bb70IOLsS3Pg5Yst7/LvC9B9Bavb29SiQSGh4eVjab1eDg4Jq/u9aExnrv3b17V3fv3q3/vLCwIKna107d8uCn+qXf/A/Shf+myOv/Wbp149337t+u3pbqB69I+9+nyvtT0rOfkPYc2Z7cKhWpeFH6q1lFfvKadOV7a05kKNIhPftxVX5hUDr0C3o6EtFXXvm0Xn75ZX3pS1/SG2+8oe/95E8b/srx48f1uc99Ti+88II6OzvdqksL1MYVn4+pDx480I0bN9Td3W0yiWVdA+v4LuRAD/gdX7LvAWsu1MCS7/V3wWbPt6hOmFUq0l/+T+m136suBX/YkQ9Ln/zn0t6jNrltg46ODnV3d3t5kJWq23/0aPvWdyMu1N+6BsS37QHr7XchBxfiWx8HLFnvfxf43gN4POPj4/WHfa8mlUo13HZKqj5LI51OK5VKqVgsKhqNrlh5USgUFI1G131vNWfOnNGLL7644vVr167pzp07m9yqbXTgb0i/2q9dF3N6+v9+RR13bjS+/84Pq3++/Xt6sPe9un/ouO4f+Hk92P9BVZp1i6oHd9Q5/2N1FgN13rignde+r467pXX/yvIzh3X32V/V3fd+UuX3HKi+eO1a/f3Pfvaz+sxnPqPXX39dr7/+uq5fv64DBw7oueee03PPPadIJBLe1TZbsGPHDl2/ft06DTPlclk7d+7U9evXzcYW6xpYx7fOgR4gvgs9YM26Bpaov73FxcVN/V6kwpqaLVlYWNC+ffs0Pz+vvXv3bn8CtwrSn/wb6cffbnx9x1PSRzPSz/+m1OYfvuXlZV2+fFlHjhzRjh07rNPZdpVKRQ8ePFBnZ2dbP7BwLS7U37oGvse37gHr7XchB+v41j1gzXr/u8D3HnCB+TlxC+RyOaXTaRWLRUnVB4D39PRodna2PskxOztb//1YLKaLFy+qUCis+d5qExurrdQ4duyYisWi+/uy/EC6+C1FfvCH0js/2Pj3dx+S4j2qRI9J79kvPXOwenurp3ZLHZ3Va5iOTunBHen+reqDyO8tSkvvSItXFFm8Is1fkkpvrr0S42Fde1X5ax+TPvBp6fAvbnrV+vLysq5cuaLDhw97eUxhXLHvAesaWMd3IQd6wO/4kn0PWHOhBpZ8r78LFhYWFIvFNry+YKVGGM19U/r2v5XuLDS+fvBD0q+MSNH32uS1zSqVikqlkg4fPmydiolKpaIbN27o4MGDXg40LtTfugbEt+0B6+13IQcX4lsfByxZ738X+N4DaI14PN6wYiOfzysaja76sO8gCNTf319fqbHWe6vp6upSV1fXitc7Ojrc/2Zgx1PS+5PVP4WL0l9OV1eQ37y2+u8vvSMtvaPImy3M6Zlu6dmPSz/zCenIcUU6Hv9/RJTLZc3Pz+vIkSPu16AFyuWyisWiDh486OX2S/Y9YF0D6/gu5EAP+B2/lgNjgb9jge/1d8Fm9zsrNbbI7Ftpt4vSf/mt6jeYajo6pf5/KH3470hbOHkPq3K5rKtXr3p7oPUd9Qc9AHoA9IC9dlypIUnZbLZ+y6Hp6WmNjo4qkag+CDsIAo2NjWlgYEAzMzMaGRmpT1ys995GQr8vy2Xp+o+kN/9UevO71f/ezKqKrdq1VzpyXPqpXulob/WLXU84wcsxBfQA6AHQA36j/vY2e07MpMYWmV50XPhq9cHgkrT/fdKv/I60v2d7c3DA8vKy3n77bR09etTLJWGVSkX379/Xzp07vfyGrgv1t66B7/Gte8B6+13IwTq+dQ9Ys97/LvC9B1wQ+v8R75C225f3bklX/4907YJ0Y04qBNLS1cYvZ23GzvdIew5Je45K+xPSgQ9U/+w+9MSTGI/y/ZjCuGLfA9Y1sI7vQg70gN/xJfsesOZCDSz5Xn8XbPacmNtPhdHP/rr049eqExm9f1/asdM6IxOVSkULCws6cuSIdSomKpWKisWiuru7vRxoXKi/dQ2Ib9sD1tvvQg4uxLc+Dliy3v8u8L0HAKc99R7pp/urfx5272Z1cuPWjeozNJbvScsPqs/p6HxK2vmMtPPp6vM2dndLXXubPnmxFt+PKYwr9j1gXQPr+C7kQA/4Hb+WA2OBv2OB7/UPE1ZqbJH5N6nK5bZ/EPhGWBLmN+oPegD0AOgBe+bnxG2EfWmPYwroAdADoAf8Rv3tbfacmOqEFR8sVSoV3bt3T77Oy1UqFd29e9fr7beuv3UNiG/bA9bb70IOLsS3Pg5Yst7/LvC9BwA0l+/HFMYV+x6wroF1fBdyoAf8jl/LgbHA37HA9/qHCf9nHKG2tLRknYKp+fl56xRMuVB/6xr4Ht+6B6y334UcrONb94A16/3vAt97AEBz+X5MYVyx7wHrGljHdyEHesDv+JJ9D1hzoQaWfK9/WPBMDYRWJBJRPB738h5/UnX7Dx48aJ2GGRfqb10D4tv2gPX2u5CDC/GtjwOWrPe/C3zvAQDN5fsxhXHFvgesa2Ad34Uc6AG/49dyYCzwdyzwvf5hwkoNhBZL4iq6ffu219tvXX/rGhDffmm09WfQOgcX4lsfByxZ738X+N4DAJrL92MK44p9D1jXwDq+CznQA37Hr+XAWODvWOB7/cOESQ2E2q1bt6xTMHXz5k3rFEy5UH/rGvge37oHrLffhRys41v3gDXr/e8C33sAQHP5fkxhXLHvAesaWMd3IQd6wO/4kn0PWHOhBpZ8r39YcPsphFYkElEsFvN2SVgkEtGBAwes0zDjQv2ta0B82x6w3n4XcnAhvvVxwJL1/neB7z0AoLl8P6Ywrtj3gHUNrOO7kAM94Hf8Wg6MBf6OBb7XP0xYqYHQYklcRbdu3fJ6+63rb10D4tsvjbb+DFrn4EJ86+OAJev97wLfewBAc/l+TGFcse8B6xpYx3chB3rA7/i1HBgL/B0LfK9/mDCpgVC7d++edQqmbt++bZ2CKRfqb10D3+Nb94D19ruQg3V86x6wZr3/XeB7DwBoLt+PKYwr9j1gXQPr+C7kQA/4HV+y7wFrLtTAku/1DwtuP4XQikQi2rdvn7dLwiKRiPbv32+dhhkX6m9dA+Lb9oD19ruQgwvxrY8Dlqz3vwt87wEAzeX7MYVxxb4HrGtgHd+FHOgBv+PXcmAs8Hcs8L3+YcJKDYQWS+IqWlpa8nr7retvXQPi2y+Ntv4MWufgQnzr44Al6/3vAt97AEBz+X5MYVyx7wHrGljHdyEHesDv+LUcGAv8HQt8r3+YMKmBUHvw4IF1Cqbu379vnYIpF+pvXQPf41v3gPX2u5CDdXzrHrBmvf9d4HsPAGgu348pjCv2PWBdA+v4LuRAD/gdX7LvAWsu1MCS7/UPi1Ddfiqfz+vUqVOanZ1teD0IAmWzWSUSCQVBoKGhIUWj0Sd6D+6LRCLau3evt0vCIpGIYrGYdRpmXKi/dQ2Ib9sD1tvvQg4uxLc+Dliy3v8u8L0HADSX78cUxhX7HrCugXV8F3KgB/yOX8uBscDfscD3+odJaCY1apMP+Xx+xXvpdLo+0REEgU6dOqWpqakneg/uq1QqunnzprdLwmpLAnfv3u3lwdaF+lvXgPi2PWC9/S7k4EJ86+OAJev97wLfewBAc/l+TGFcse8B6xpYx3chB3rA7/i1HBgL/B0LfK9/mIRmUmNwcHDV14MgaPg5kUgol8s90XsIj3K5bJ2CqeXlZesUTLlQf+sa+B7fugest9+FHKzjW/eANev97wLfewBAc/l+TGFcse8B6xpYx3chB3rA7/iSfQ9Yc6EGlnyvf1iE/pkauVxO8Xi84bV4PK58Pr/l9xAOkUhEe/bs8XLmWKpufzQa9Xr7retvXQPi2/aA9fa7kIML8a2PA5as978LfO8BAM3l+zGFccW+B6xrYB3fhRzoAb/j13JgLPB3LPC9/mESmpUaaymVSqu+XigUtvzeau7evau7d+/Wf15YWJBUnb1jBs/G8vKyFhcXtX//futUTFQqFS0uLnp7sHWh/tY18D2+dQ9Yb78LOVjHt+4Ba9b73wW+94ALOA9GO6ndcqO7u9s6FROMK/Y9YF0D6/gu5EAP+B2/lgNjgb9jge/1D5PQT2qsZa1Ji62+d+bMGb344osrXr927Zru3LnzmNmhGZaXl7WwsKCrV69qx44d1ulsu9p9/m7fvu3lQONC/a1r4Ht86x6w3n4XcrCOb90D1qz3vwt87wEXLC4uWqcAAAAAwDOmkxrj4+Oam5tb8/1UKqVkMrnuvxGNRlesrigUCopGo1t+bzUjIyP6whe+UP95YWFBx44dU3d3t/bu3btujmiNcrmsjo4OdXd3q6Mj9HdSw2Oi/qAHQA+AHrC3a9cu6xSApolEIt4+GFWqbr/v17bWPWBdA+v4LuRAD/gdv5YDY4G/Y4Hv9Q8T00mNoaGhJ/43ksmkxsbGVrze39+vRCKxpfdW09XVpa6urvrPlUpFkrS0tMRFtJHl5WVduXJFu3bt8vLbmZVKRfPz89q3b5+XB1sX6m9dA9/jW/eA9fa7kIN1fOsesGa9/13gew+4YGlpSdK758bYuto+rN3mFttveXlZly9fVldXl5fHFMYV+x6wroF1fBdyoAf8ji/Z94A1F2pgyff6u6B2LrzR9UUobz9VKpXqKyoSiUTDe0EQqL+/v74aYyvvbUZtqf2xY8e2sgkAAABA21hcXNS+ffus0wg1ri8AAACAqo2uL0IzqZHL5TQ9PS2p+nyLgYEBDQ4OSpKmpqY0PDysgYEBzczMaGpqqv73tvreRo4ePapLly55++AcF9RuAXbp0iWvl8b5ivqDHgA9AHrAXu1hkkePHrVOJfS4vrDHMQX0AOgB0AN+o/72Nnt9EamwVhwhtbCwoH379ml+fp4DjYeoP+gB0AOgBwA0E8cU0AOgB0AP+I36hwcPgwAAAAAAAAAAAKHApAYAAAAAAAAAAAgFJjUQWl1dXfriF7+orq4u61RggPqDHgA9AHoAQDNxTAE9AHoA9IDfqH948EwNAAAAAAAAAAAQCqzUAAAAAAAAAAAAocCkBgAAAAAAAAAACAUmNQAAAAAAAAAAQCh0WicANNvw8LBGRkYUjUatU8E2yufzyuVykqSZmRmdO3eOHmhjQRAom80qkUgoCAINDQ1Rb8/wmUcN4z6AVuM44yfONfzC9QX4zONhjP3u40HhaCv5fF59fX0qFosceDxz9uxZnT59uv7fExMTmp2dNc4KrdLX11evbxAEGh4e1tTUlHFW2E585iEx7gNoPY4z/uJcwy9cX4DPPGoY+8OB20+hrQRBoEQiYZ0Gtlk+n9eZM2fqPw8ODiqfzysIAsOs0CqP1jWRSNS/UQM/8JlHDeM+gFbjOOMnzjX8wvUF+MzjYYz94cCkBtpGNpvV4OCgdRow0Nvbq3PnztV/LpVKkqR4PG6UEVopl8utqG08Hlc+nzfKCNuNzzwkxn0Arcdxxl+ca/iF6wvwmUcNY394MKmBtlAqlVgS5rmHB52JiQklk0l6ok3VTjAfVSgUtjcRmOIz7zfGfQCtxnEGnGv4g+sLSHzmwdgfNkxqoC1MTk4qmUxapwEHlEolZbNZ7n/qobUuRtDe+Mz7iXEfQKtxnEEN5xr+4vrCT3zm/cXYHy6d1gkAaxkfH9fc3Nya76dSKSWTSeVyOZ04cWIbM8N22WwPPGx4eFjT09PMrrexaDS64ltThUKBmnuKz7x/GPcBbBXXF+D6Aqvh+gIP4zPvJ8b+8IlUKpWKdRLAk8jlcg0Pb8pkMjp9+rROnjyp3t5ew8yw3c6ePavBwUElEon6t2o4EWk/QRAonU5rdna2/losFtPFixept2f4zPuJcR9Aq3GcQQ3nGn7g+gI1fOb9xdgfPkxqoO1EIhHNzc0pkUhYp4JtlM1mFY1GlUwmVSqVNDk5qaGhIeu00CJ9fX31i44gCJTJZDQ9PW2cFbYTn3nUMO4DaDWOM37iXMMvXF+AzzwextjvPiY10DZKpZLGx8c1PDysoaEhZTIZZlM9EQSBenp6Gl6LRqMqFotGGaHVgiDQ2NiYBgYGNDMzo5GREb5B4xE+85AY9wG0HscZf3Gu4R+uL/zGZx41jP3hwaQGAAAAAAAAAAAIhQ7rBAAAAAAAAAAAADaDSQ0AAAAAAAAAABAKTGoAAAAAAAAAAIBQYFIDAAAAAAAAAACEApMaAAAAAAAAAAAgFJjUAAAAAAAAAAAAocCkBgAAj8jlcm0VBwAAAIAdri8AoLmY1AAAjwwPDysSiainp0c9PT2KxWLq6+t77JPfvr4+ZbPZNX/e6O/GYrHHirfVvLYik8moVCqt+f7w8LAymcwTxajJ5/M6e/ZsU/4tAAAAYLtxfbExri8AoPmY1AAAz/T29mpubk5zc3MqFos6d+6c0un0E5+sb0YQBCqVSiqVSk5+iyibzSoIAg0ODm5LvNOnT2tiYkL5fH5b4gEAAADNxvXF2ri+AIDWYFIDADzX29ur0dFRDQ8PtzzW2NiYBgcHlUwmNTU11fJ4j2t4eFijo6PbGjOTyWzLvgcAAAC2A9cX7+L6AgBag0kNAMC2yWazOnnypDKZjMbHx63TaZDP51UoFNTb27utcU+cOKFcLrfuknQAAAAAK3F9sRLXFwB8wKQGAHisVCopm82u+AZRqVRSOp1WLBZTT09PUy4Qakuge3t768uvH12SnkqlND4+rlQqpUgkolQq1XAyHgSB+vr61NPTo0wmo1QqpZ6enjWXmpdKJaVSqfq9fYMgWDO/XC6n/v7+Fa/XYsZiMaXT6RX/xnoxNpNvNBpVb2+vJicn18wNAAAACAOuL97F9QUAtA6TGgDgmXw+r1gsVv9z5swZTU1NNdznta+vTwMDAyoWi5qdndXY2NgTX3jUlobXJJNJjY2NNfxOoVDQ6OiopqamVCwWFQRBQ9x0Oq2RkRHNzc1Jevf+vclkctWYn/rUp5RKpVQsFjU6Oqp0Or1mfjMzM0qlUite7+vrU39/f/3+wI/en3a9GJvNt7+/v/47AAAAQJhwfbE6ri8AoHWY1AAAz/T29qpYLKpYLOr06dOS1HASXPt2U+29aDSqc+fOPfF9WScnJ3Xy5Mn6z5lMZtVl0clkUtFoVNFoVMlksuFkPJ/P1y9cUqnUug/Ay+VyCoKgYRvj8fia36YKgkDRaHTFvyGpfnFUy2mzMTabbzQaXfdbXgAAAICruL7g+gIAtlundQIAADujo6OKxWLKZrP1k+MgCFbc9zWRSKhUKqlUKq04Md+MbDZbX3L+qMnJSQ0NDdV/7uvrW/PfSSaT9Vynp6fXvT9tEAQqlUrq6elpeP1x7i0bBIESicSWYzxOvgAAAEDYcX2xPq4vAKA5WKkBAJ4bHR3VqVOn6j8nEokV3/g5f/58/dtNWzExMaHR0VHNzc01/BkaGlqxRHwjY2NjisVi9aXka4nH4/Xl2A//eZwT/0Qise43nDYT43HyBQAAAMKO64u1cX0BAM3BpAYAeG5oaEjxeLy+/Lv2jaraz0EQKJPJaGRkZEv/fu1hgQ9/W6omnU4rn89veml0EAQaGxvTxYsXde7cuXV/d3BwUKVSqeGeubVvdK0mkUisuO9sbSn42bNn6/EffuDeRjE2m+9qS9MBAACAMOL6oorrCwBoHSY1AAAaGxvT2bNn6yfLs7OzCoJAsVhMqVRKmUymfl/XxzU5OVm/j+2jaq9v9ttU0WhUPT09DQ8irN2jdzWzs7Oanp5WLBZTT0+Ppqen1zy5HxgYWPWetK+++mr921Cjo6M6ceJEw7+xXozN5pvL5VZ9iCAAAAAQRlxfcH0BAK0UqVQqFeskAADYyPj4uKampjQ9PV1/rXay3oyhrFQqKRaLNeXfkjafb7PjAgAAANgY1xcAEF6s1AAAhEahUFixvLtZy6qj0Wj9wXvNspl8x8fHV106DwAAAKC1uL4AgHDqtE4AAIDNqJ2Y9/X1qVAoSKouL5+dnW1ajLGxMaVSqfp9f5/EZvItlUoaGxtr6jYAAAAA2BjXFwAQXtx+CgCAh4yPj2t2dnbT9+F9Eul0WplMpv7AQAAAAADthesLAGg+JjUAAAAAAAAAAEAo8EwNAAAAAAAAAAAQCkxqAAAAAAAAAACAUGBSAwAAAAAAAAAAhAKTGgAAAAAAAAAAIBSY1AAAAAAAAAAAAKHApAYAAAAAAAAAAAgFJjUAAAAAAAAAAEAoMKkBAAAAAAAAAABCgUkNAAAAAAAAAAAQCv8P1i5b8B2eho4AAAAASUVORK5CYII=", + "image/png": "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", "text/plain": [ "
" ] @@ -1187,13 +1187,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "id": "3b8d7f6a", "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1307,7 +1307,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 42, "id": "902343b2", "metadata": {}, "outputs": [ @@ -1320,7 +1320,7 @@ "Best R² Score: 0.999964\n", " Parameters: currL=15A, currR=-15A, roll=-1.5°\n", "\n", - "Worst R² Score: -0.638045\n", + "Worst R² Score: -0.638044\n", " Parameters: currL=-10A, currR=-10A, roll=0.0°\n", "\n", "Mean R²: 0.981564\n", @@ -1330,7 +1330,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1412,13 +1412,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 43, "id": "9d5580f3", "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABKYAAAKyCAYAAADvidZRAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjgsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvwVt1zgAAAAlwSFlzAAAPYQAAD2EBqD+naQAA6AVJREFUeJzs/V1QXGmaJ3j+zwGBPkLgIIEUBMFITkTHxVh3VzqKvRjraattOZlX091WAREXa2M7uxWCLCvbvAirhJBNmpXFRbYSrDZ3q9KqM0GVa7O2e9ESVPVOrs1OZ+ARbTZbO/sh4VW1vX0RE4mHiiQJSUjgoNAHEpyzFyfdcQd3cMefc87zvv7/mYUFn6/+530euZyX9z3u+L7vg4iIiIiIiIiIKGJu3AGIiIiIiIiIiKg5cWGKiIiIiIiIiIhiwYUpIiIiIiIiIiKKBRemiIiIiIiIiIgoFlyYIiIiIiIiIiKiWHBhioiIiIiIiIiIYsGFKSIiIiIiIiIiigUXpoiIiIiIiIiIKBZcmCIiIlJgfn7+2N+by+UwPDyMrq4udHV1YXR0FLlcTjAdhS2TybBmRERE1JS4MEVETW98fByO41T9vOM4GBwcrPi5XC4Hx3GQyWTCincsmUymuEhRy382/kCcy+UwOjqKrq4uOI6Drq4uDA8PY3Z2Nu5oB4yPj+POnTvF97PZLBzHOfDf0NAQJicnkc/ny75/cHAQqVQKc3NzmJqaQjabxdDQ0IGvI726u7sxPDxsfc0ymQwcx1H597ARQ0NDcBwH2Ww27igNq/fxx0Ta6jU9PY2urq6q72uXzWYxPDyMoaEh6/5uE1E0uDBFRE1veHgYACouLhU+lsvlKj4ZL3w+nU6HF/AYrly5grm5ubL/3n//feTzeVy/fv3A55LJZNyRRc3Pz2NwcBC5XA43b97E4uIipqamAABzc3Mxpys3OzuLTCZTzFdqZmYGGxsb2NjYwNLSEq5fv45MJoPLly+XLSYWFqTS6TTGxsawsLCAfD6vbsEU2NvdVVjwrfeHmGw2W1xwHBwcxPj4eNnnM5lM8YfOwcFBTE9PVx2nNEelr6snaz6fLy6C7jc9PV3xB/3SBe9UKoWRkRGMjo7WOhV0TLlcDtPT0wd6Z//X1Fr7XC6HbDaLRCKBmZmZMCLHotbHn7AdVa96H1NsrddRjvvYW8v3Xbt2DQsLC1hcXMTc3JwVi5dEFDGfiKjJbWxs+AD8iYmJA58bGxvzR0ZGfAD+3Nzcgc+PjIz46XQ69Ixzc3P+xsZGQ2PMzMz4APzFxUWZUEotLi76APyRkZGKn290HqUlEgl/YWGh7GOFa6jUc77v+6lUyk+lUlXHXFhYUFnrwt+1kZERf2FhodiTU1NTNX3/3Nxc8e/q4uKiv7i4WDZHc3NzfiKR8GdmZvylpaXi+GNjY2XjFOZ3amrKX1pa8hcWFvxkMlnWM/VmHRsb85PJpF/pqdXU1JSfSCSKmQv/LS0tHfjaSv1gk0JvzszMxPZnJxKJIx8j6qn91NSUn06n/bGxMT+RSIR5CZFo9PFHSi31Os5jisZ6FR4jqr3fqOM+9tb6faX9kE6n1f07S0T6cWGKiMgPnlQlk8kDH08mk/7MzIyfSqUqPilOJBI1/1DdCAAN/7DaLAtTyWSyYi01mpmZqfjDx1E/GE5MTFRcAPH94Ie5VCpV9XvjNDY2duAH2qmpqarXUqrwA9JhCxrpdPrA35NKc5VKpaouVhUWi+rJWrrQddjCVC0q/bk2iXNhqtT+hchS9fZp4d+JwrWZvrDYyONPWKrV6ziPKRrrFfbC1HEfe2v9vsXFRT+VSvnpdFrlvz1EpB+P8hERITiKt/+4Xj6fRy6XQzqdRjqdPnAsKpvNIp/PqzvG18wKN5CenJyMO0pNpqam8P7779f9fZlM5sDxy8LRtFwuh8XFRYyMjEjFFJPJZPDBBx+UfWxsbKz4ucNMTk4imUwWv76ShYWFmv4+5nI5DA0NlX0slUoBQPGeM/VkvXbtGiYmJpBIJI78s48yOjqKbDZr5X3fTFFP7Qu1Kvw7Aeg7Liyt0uNPXOp9TGnGegHHf+yt9ftSqRQWFxexsLCg8t8eItKPC1NERKh8n6lMJoNEIoFkMlm8KXHpD4uFzxd+oAX2FgcK97/Zf9+a6enp4p81Pj6Orq6u4r2ACvfFKdyku3AvncI9awr3eDjsRu2NOG52YO+eToVXhJufn4fjOGXzNTk5eeBmroUbIe//IXx+fr44H0NDQzXfK6mwqFDrYs/+G6QPDQ0duBlutdo0mrXw5xfmtBaFnshms2X3RhkfH8fo6CjGx8eRTCaRyWSQyWRU3eej8Pdn/w+0iUQCiUTiyJsQ3759G+l0GvPz88U+reVm4fPz82V/R4HgHmyLi4tlHyv8+alUqq6ss7OzyOVyuH79+qE5gL2/N4fd+6rww3IUN2Uu/Tu/v7dr/fta7XHhsMcLzert01u3biGZTBa/Pp1Oi978WVONqj3+xOU4jylh1uuw+Tzq39cwHfext9HHbCKienBhiogIez8MLiwsFD9269at4gJH4fOliw77d2cUFjBSqRQ+++wzTE1NYWZm5sDNjAu7NTKZTPGH2eHhYXzwwQdYWlrC3NwcUqkU1tfXizfuBoLf6hZuRCvtuNkTiQTm5+cxOjqKZDKJubk5DA8P49q1a8fOMjs7W1xkWVxcxAcffFDcCXSUwivb1bpzZX5+Ht3d3Zibm8PS0hKSySSuXr1a/GEin89XrU2jWQu9tH/RpFRhYbL0VbHy+TwWFxeLvZfP54uLI6OjoxgeHi7+d/v27ZrmIQqFOatUm+7ubiwtLR36/YUF3Fu3bmFychI3b97E3bt3cfXq1QNfm8vlij0NAJ999lnZ52dmZnD79m1MTk4im80We3hqagrJZLLmrPl8HpOTk8W/C0flz+VymJubw+TkZPG/SpLJZNljURgKr9yYSCSKL4KQSqVw69atuseq9Lhw2Mc1q7dPZ2dny3aIFB4z5+fnG84Sd41qefyJ03EeU8KsF1B5Pmv99zUsx33sbfQxm4ioHq1xByAi0mL/cb1MJoObN28W30+lUlhYWCjbxr5/18rExETx1dVSqRRSqRQGBwcxPz9ffDJcOEZQWHAq/JkTExMAgh9KS5/0F35bWfgtZRiOmx0IjjEV5qZgaWnpWL8RzufzGB8fx8zMTHGeU6kUHj9+XHwyf9T316Mw5wU3b95EV1cXbt++jbGxMdy9e7fs60pr02jWwuLVYUdipqaminM/MzOD6elpzMzMlH1PIpGA7/v1XHaZ8fHxuo6NjY+PH+uoRiO7ZQr5Cj+gFyQSCQwPDyOTyZT9nSldHJyZmTnw9yaZTOKzzz7D1atXi306MTFRrHOtWScnJ9Hd3X2gj/ZLJBJIp9MV/45UWrBJJBLFHwrDMjo6ipGRkbL5PO5iQ6XHhcM+Xouo+nK/evq0cJy79KjT+++/j/Hxcdy6davhPHHXqJbHn4I46lXvY0rY9QIqz2et/74e5bhzfNzHXhN2OBKRPbgwRUT0W8PDw5icnEQ+n8f6+vqB+0eVbvnff2SscN+K/S9nnUwmi7/hLn3yWbpoceXKFQDA0NAQxsfHkU6nI71/RyPZC/flKjzhLhgeHj7WwlRhIWh8fPxAnsN2FpVmLuQ6zhwWFggKvwk+rDaNZq3lSX/pkZOpqSnMzs5icnJS9J4oGo7kALXtctt/r5PSY2+lf1cL9SscPZqbmytbFCrskJqbm8PIyEjZbrNadioVjrHMzs7W9PVjY2MH7o1V+Dty9+7dA4sN3d3dod5jKpfLIZfLida+2ljH/TO09OV+pX1aWPRMJpNlf59TqVTDO3A01Kiexx+N9dr/mBJmvfb/OQX1/vta67iSjvsLLxN2QBKROXiUj4jotwpPDgv350kmk2VPvD744APk83lks9kDny8sUnR3dx8YN5lMHvghc/+Ol8JvV8fHxzE4OFjTvXOkNJK9ll0/x7GxsQE/eOXY4n+17LqodK+wo2QyGYyOjhbvkVWqltocN+txTE1NYX5+XvWNsQv32yr9L5vNFnukUl8fdT2F3qz2g1C1IyWpVApzc3PIZDJl95EZHR3FxMRE8e98YQdV4etqyVrosdJ7vxV++Czcj6yWa6p07fX8wFdtvg8Txt/bamNFfZPs48xHqXr69Pbt28jn88X7PxX+K/x5jSx2aKxRGI8/jdSr3seUMOtVKRdQ/7+vYTjuY28jj9lERPXiwhQR0W8VFpoWFhYq3kOjsAsmk8kcuL9U6U6d/fbv3qn0Q2fhFW02NjYwMzODu3fv4saNGxKXdaRGsh/2w7V0llqMjIwgmUwe2MFVzejoaNlOmUr376pWm0azHue3zWNjY0gmkwd++67JZ599VrwXWuG/VCpVPIpauA9YQWH+DrsJfGGXQ7UFqMHBwarfW6hTYbGw8Oe9++67B/6MwtfVknVsbAxLS0tl/xV2RS0uLh65OHnYwkM+n6/4g2wl1eb7MI327n7VejmOHRXHmY9StfZp4cUFlpaWDixMFx5HGtnhorFGYTz+NFKveh5Twq5XaaZS9fz7GpbjPvY28phNRFQvHuUjIipRep+pSk9S0+k07ty5U1ycKv14IpHAzMzMgW382Wy2plfsAoIngmNjY1hYWCj+FrfwRDesHVSNZC8sOExNTZUt1FX7YWr/Nez/zXjheMONGzcOHBfJ5/M1/RA1NzdXPHpXqYaFHwby+Tzm5+eLx7mOsr82jWYtLDzUel0FU1NTGB0dPXBfpeOSvjfMYdfy/vvvY3Z2tmzhsLBL4ahrGRkZqfq9hfuoFO4NVqqwY6HwQ1ThB8H9L2u+/4etWrLuv9bCAtn+H6wrHRG8desWEolE8bhoqfX19Zp/YD3O4k/hiNbMzMyBeS/tx6P+vobpuH0psRhWS+0LNyKvVKfCPcUKiyE21aja409c9ar1MSXselUj9dwAaOyx+riPvY08ZhMR1cUnIqKiubk5H4Bf7eFxamqq6ucL3zs2NuYvLCz4MzMzfiKR8NPpdNn3JxKJA9+XSqX8ubk5f3Fx0Z+bm/MTiYQ/NTVV/JpEIuGPjIz4i4uL/tjYmL+xsVH3tc3MzPgA/MXFRbHspXMyNjbmLy4uFv8cAP7S0tKBP39hYcHf2NgoXuf+r1tcXCwbb2FhwR8bG/NHRkZqvtbC9aRSKX9mZqY4r2NjY2W1SyQSfiqV8hcWFvzFxUV/ZGTEB+BPTEwUxzmsNo1kLXxvpXoUPjc3N1fxe5PJpJ9KpWqeDy02NjbKernQEzMzM2VfMzExcWBeCt+bTqf9hYWFYi0KtfJ930+lUn46nS6reaHGpQp/7tTUVPHr9s9pLVn3K/xd2C+VSpX14sTExKH13f/3PwwLCwtlf+cLfz8Kc1Dr39fDHhcqfbzw5xZqvP+/4zy21WNjY8Pf2Njwk8mkn06ni+/v/5qjan9UjQqPQbX0djVx1UjT489R9ar172kU9ao2n8f597XaWMd13Mfe4zwOEhEdBxemiIhKbGxsFBc0Kik8YT/s8+l02gfgJ5PJA0+EKz3ZXFpa8sfGxvxkMln8vtIftgvfV/hcGAtTx82+/3OFfIU/q/SHo42NDT+VSvkA/EQiUXySnkqlyr6uMCfpdNpPJBLFr633mvfPK4DiokZB4Qe5wuLFzMxMcWGj0hiVatNI1mpP8I/6wbDwg061z2tWmK/CfO6//qWlparzsrGxcWiP+n7Qi4U+q1SvgkLvHfZ1R2Wt9GdXW9SemJgoLhoUFkMrKTwGVfu8pMLf+ULvjoyMFP8u1vr39bgLU9X+C7OnC3+vKv2332G1L1zDUX/PC485pWPW+0N9HDXS8vhTa72O+nsaVb0O+zey3n9fpRemfP/4j731Pg4SER2H4/sNvMY0ERFRBYVXPVtaWor85scmGR4eRiKREH2VPTLb7OwsxsfHwadndhoaGsLNmzfruu8VxYf1IiKKBu8xRUREFJPJyUneQJbKzM3NHbhPFtkjn89zkcMgrBcRUTT4qnxEREQxSafTSCaTmJ6ejjsKKZDNZpHJZDA5ORl3FAqJxCu/UXRYLyKiaHBhioiIKEYLCwu4ceNGaK+6SOaYnJzEzMwMj79ajK9kZhbWi4goGrzHFBERUcwKu2QWFxfjjkIxmZycRD6f5w4NIiIiajpcmCIiIiIiIiIioljwKB8REREREREREcWCC1NERERERERERBSL1rgDxMnzPKyuruLs2bNwHCfuOERERERERERExvN9H0+ePEFfXx9c9/A9UU29MLW6uoo333wz7hhERERERERERNb59a9/jf7+/kO/pqkXps6ePQsgmKiOjo6Y01Az8TwPa2tr6OnpOXL1mMgU7GuyDXuabMOeJtuwp8k2NvX01tYW3nzzzeK6y2GaemGqcHyvo6ODC1MUKc/z8OLFC3R0dKh5wPF9H9988w1ee+01Hm2tQNv8aMsDALu7u3j8+DHOnj2LlpaWY48jdW22jiNFWx6NpHqaosGePpq25x+smXm01UxbTxM1ysaeruWxwo4rJaKG+b6PjY0N+L4fdxSVtM2PtjxAkGlra6vhTFLXZus4UrTl0Uiqpyka7GnzsGbmYc2IKAyO38SPKltbW+js7MTm5iZ3TFGkPM/Dw4cP0dvba81KOBH7mmzDnibbsKfJNuxpso1NPV3PeovZV0pEYnzfx+bmJn8DVoW2+dGWB9h75Q2JnUUS12brOFK05dFIqqcpGuxp87Bm5mHNiCgMXJgiIgD8Aewo2uZHWx4gyPTs2TORBRypBS4bx5GiLY9GUj1N0WBPm4c1Mw9rRkRh4FE+HuWjGNi0RZOogH1NtmFPk23Y02SbKHt6d3cXr169CvXPIPI8D48fP8a5c+fUPk63tLTgxIkTR35dPestTf2qfES0x/d95PN5JBIJFa+yoo22+dGWB9i7UXRPT0/D40hcm63jSNGWRyOpnqZosKfNw5qZpxlr5vs+7t+/zyOMFAnf9+F5Hp48eaL671h7ezvOnz8vtsGHC1NEBCB4EHz+/Dk6OztVPwjGRdv8aMsDBJm2t7dFjrxJXJut40jRlkcjqZ6maLCnzcOamacZa7a5uYl8Po+enh6cOXOmaa6b4uH7PnZ2dtDa2qqy13zfx6tXr7C5uYnf/OY3ACCyOMWFKSICALiui76+vrhjqKVtfrTlAYJMPT09DW87lro2W8eRoi2PRlI9TdFgT5uHNTNPs9XM9308fPgQHR0dOH/+fNxxqAloX5gCgFOnTuHs2bNYWVnBo0ePRBam+EyLiAAED4KPHj3izoAqtM2PtjzA3vZ+iR1TEtdm6zhStOXRSKqnKRrsafOwZuZptprt7u5id3eX9yMm2sdxHHR2dmJ7e1vk3mtcmCIiAHur883yRKNe2uZHWx4gyLS7uyuygCNxbbaOI0VbHo2kepqiwZ42D2tmnmar2c7ODgCgtZUHjYj2K9wAfXd3t+Gx+DeMiAAEW7MvXrwYdwy1tM2PtjxAkEniFUSkrs3WcaRoy6ORVE9TNNjT5mHNzNOsNdN6pIooTpJ/L/hMi4gA7J2hb5bfgNVL2/xoywMEmdbX10V2Fklcm63jSNGWRyOpnqZosKfNw5qZhzWzw/T0NBzHQVdXF7q6uuA4DgYHBzE5ORl3tEhVm4fp6em6xhkeHlY9d0NDQxgfH6/56+O4Hi5MERERERERETWRRCKBjY0NbGxswPd9zM3NIZvNYnBwELlcLu54dcvn8xgfHy8uMtW6sFJpHm7duoXR0dGQE0fn+vXr6q+HR/mICECwFbO3tzfuGGppmx9teYAgU3d3d8PbeqWuzdZxpGjLo5FUT1M02NPmYc3Mw5rZK5VKYWFhAcPDwxgfH8fCwkLckWqWz+eLu4K++uorJBIJ5PP5Y42VSqUwNzeHwcFBZLNZpFIp2bAxGBkZiTvCkbhjiogAAJ7n4f79+/A8L+4oKmmbH215gCDT48ePG84kdW22jiNFWx6NpHqaosGeNg9rZh7WzH4zMzPIZDLIZDJxR6nZ5OQk0uk0JiYmkEgkAKD4/+NIJpNIJBK4e/euTEA6EhemiAhA8Buw1tZW7gyoQtv8aMsDBJlaWlpEdkxJXJut40jRlkcjqZ6maLCnzcOamYc1s18ymUQymTywY6pwTG5wcBCzs7PFj+fzeYyOjqKrqwtDQ0OYnJzE4OAghoaGAACjo6OYnZ3F7OwsBgcHyxa8qo151Of2m52dxfDwcFmORo4j5nI55PN5XLlypfixwnV1dXUder+m8fFxDA8Pl30sm80W/86Mjo5ienq67Pr2LwJev34db731VsU/q9r3ZzIZDA4OwnGcA8f29t8zan5+HkNDQ8V7as3Pz9c3QSHgUT4iAhA80Th//nzcMdTSNj/a8gBBpkQiIbKAI3Ftto4jRVsejaR6mqLBnjYPa2Ye1gzA9jfAusJ7MHUngfbXRIZKJpNlCzujo6PI5/P46quvsL6+jqGhIVy5cgWpVAqTk5Po7u7GxsYGZmdnMTU1haWlpeL35vN5zMzMIJ/PY2pqCul0+sgxD/vcfoWcN27cwNzcHLq7uzE6OorR0VEsLi7Wfe2ZTAbj4+MYGRkp/nmFPAsLC+ju7sa1a9cwPDxc8bjj+Pg4hoaGkM/ni7u2ZmZmisfp8vk8JicnsbCwgKmpKVy7dg3j4+PFOXv//fexsbGBTz/9FOfOnTvwZ1X6/tHRUaTTaSwuLiKXy2FoaAizs7MYGxureI3r6+u4efMmUqkUMpkMhoeHsbi4GOuxRS5MERGAva3ZFy9e5EujV6BtfrTlAYJMa2trOH/+fEOZpK7N1nGkaMujkVRPUzTY0+ZhzczDmiFYlPrF/ybuFAf9858Ar/8jseEK92jK5XKYn5/HxsYGEokEEokEpqamcOvWLaRSKdy+fRufffYZAGBsbAzj4+PI5XJIJpPFsXK5XPHeT0eNmUgkDv3z9issTE1NTRX/zLm5OXR1ddV0j6h8Pl/2C6hUKoXx8XFMTEwACHY7leYpHT+TyRQX2kq/P5lMYnZ2tjjG7du3cfPmzbKvKXxf6Q6rwp/18OFDnD9/Ho7jVPyz9n///Pw8xsfHkUgkkEqlkEqlyhYH9ytdsEqn00gmk8hkMlyYIqL4OY6DU6dOcWdAFdrmR1seIMjU3t4usmNK4tpsHUeKtjwaSfU0RYM9bR7WzDysWXPI5XLFHT7ZbBYAcPny5bKvKT3mtl93d3fZ++l0uuyeT4eNWe+fV/izSj9fWNDK5XJHLrYUXpWvmrt37xbvObU/z8LCwoGFKSBYLLp16xYmJiaQzWaRz+fLbkBemrV0rmr9syp9f+nHksnkkTd/n52dxcLCAnK5nIpXYeTCFBEBCJ5odHV1xR1DLW3zoy0PEGTq6OgQWcCRuDZbx5GiLY9GUj1N0WBPm4c1Mw9rZr/CQkXpfZJSqVTVY3HpdLp4jG56ehqpVOrAwkrp7qmjxpyfnz/0z9uv0tiSjvPqfmNjY5icnEQul8OtW7cOvCpetRuz1/pnVfr+em72PjQ0hO7u7uJN4wv3A4sTF6aICECwNXt1dRV9fX3NuzX7ENrmR1seIMj04MEDkaN8Etdm6zhStOXRSKqnKRrsafOwZuZhzRDcy+mf/yTuFAd1yyzQTE5Olh0VS6VSxV0/lRY/Ch8fHBxEMpksHus7zGFjHvXn7ZdIJJBMJnH79u3iEbXCzcsljqal02lMTk4eyHP37t2qN0FPJBJIp9PIZDKYn5/HzMxM3X9W6b3cDvuz6pXL5ZDNZuH7vsh4UlQ9mmSz2YqrdfPz88jn8xVXELPZbHG7X2GSiah+juPg7Nmz3BlQhbb50ZYHCDKdPn1aZMeUxLXZOo4UbXk0kuppigZ72jysmXlYMwQ3GH/9H+n7r8Ebnxd2SWWzWczNzRU/nkwmMTY2htHR0eKRr/n5eUxPTxe/74MPPsDCwgJmZmZqWkw6bMyj/rxKJicnMTk5WVzQKty8XGI3VWGR7urVq8UFr9HRUSSTyQM7oUqNj49jbm4O6+vrFY/7HfZnfec736nrz6pH4ehf4ZUO5+fnVayhqFmYKrxEYaVJKbzsY1dXFxzHgeM4xcacmZkpvtTh+Ph46Fv51PE84M7Pgf/3LPD//HPgN/E3FZnJcRx0dnY29xONQ2ibH215ANkFHIlrs3UcKdryaMQfwMzCnjYPa2Ye1swe+Xy+7Gfs4eFhJJNJLC4uHviZemZmBqlUCkNDQ+jq6sLMzExxsSWZTGJ0dBSDg4MYHByE4zgYHR098s8/bMzDPlfJ2NgYpqamcPXqVVy+fBnJZLJsca1Rhfs7DQ0N4fLly+ju7j7yqOHIyAju3r2L999/v64/69NPP8U/+2f/DFeuXKn5z6pHIpHAxMQExsfH0dXVVby2eo4ChsHxle3hchynbFtZPp9HJpMpWyGcnp4u3uF+dna2WOx6J3NrawudnZ3Y3NxER0dH4+Hj4HnAzf/53vv/szHgW/+L+PJQTTzPw8OHD9Hb26tmG7TneVhZWUF/f7+aTJpomx9teQBgZ2cH/+E//Af8w3/4D9HaevyT4lLXZus4UrTl0Uiqpyka7OmjaXv+wZqZR1vNwu7pFy9e4KuvvsLly5dx8uRJ8fFNNz8/j2vXrpW94l42m8XVq1cxNTVV9upvzWhoaAhTU1M175gCAN/3sbOzg9bWVvULwEf9/ahnvcWIZ1mli1Lz8/M13zysKbgu4LiA7wXvezvx5iFjFW5mqf0BMC7a5kdbHkD+5uccJ1za8mjEm5+bhT1tHtbMPKwZlbpz586B3TapVArvv/++6C4fE+XzeeRyuboWpZpZ/MvcRyht8nw+j/X19bKthfl8HvPz85ifny/e+b7puCXri1yYomPikZXDaZsfbXmAINOZM2fU3IvJ1nGkaMujkVRPUzTY0+ZhzczDmlGpDz74oHiD78L9oOfn53H79u2ajvPZqDAPN27caPodY/UwYsdUweTkJKampso+NjY2Vly8SiaTGB4extLSUsXv397exvb2dvH9ra0tAMEWUM/zwgkdAcdtBXZfAgD83VfB8T5SzfM8+L6vqu88z8Py8jIGBgZUbM3WRtv8aMsDBMeefvOb36C7u7vho3wS12brOFK05dFIqqcpGuzpo2l7/sGamUdbzcLu6cL4hf+o3Le+9S3cvn0b09PTuHbtGoDgZ/LZ2VlcvXq1KedsYWEB77//PlKpFO7evXusOSh8j/b5K/y9qLaeUs/fS2OeZRXuNbX/2F4ulyu+DGQymUQul0Mul6t4E/QbN27gk08+OfDxtbU1vHjxIpTcUeja9eDuvAIAPN/M49nDhzEnoqN4nofNzU34vq/iH3UgeGBxHAdra2v8LVgF2uZHWx4A2N3dheu6WFtbQ0tLy7HHkbo2W8eRoi2PRlI9TdFgTx9N2/MP1sw82moWdk+/evUKnudhZ2cHOzs8mVLJ7/7u7+J3f/d3D3y8WefrX/7Lf4mXL4NNI8eZA9/3sbu7CwAq/o4dZmdnB57n4fHjxzhx4sSBzz958qTmsYxZmLp79+6BRanCjdU2NjbKPl54CcT9rl+/jo8++qj4/tbWFt5880309PSYe/NzAE77acALFtZeO3MSr/X2xpyIjuJ5HhzHQU9Pj4onhkQSPM+D67rsa7IGe5psw+cfZJuwe/rFixd48uQJWltbuXOWIlVpoUeb1tZWuK6Lc+fOVbz5eT0vGKDyb1c+n6+4CLV/wSmZTJYd7Su8el+1m6G3t7ejvb39wMdd1zX7H+eWvaZ1vJ3ghuiknuM4qnrP87ziqypoyaSJtvnRlgcIMv3mN79p+Mmh1LXZOo4UbXk0kuppigZ7ujaann+wZubRWLMwe9p1XTiOU/yPKGyFXYmA/h1Thb8X1f7+1fN3Us3CVCaTwcLCAoDgyN2777574NX39h/PSyQSuHLlCqanp5FIJLC0tIS5ubnIMqtRdvPz3fhykNEcx0FfX5/6B8C4aJsfbXkAFH9jKXGTcIlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAY1C1PpdBrpdPrAzc0LJiYmKn48lUoV7zHVtNyS+17wVfnomBzHwalTp+KOoZa2+dGWBwgytbe3iyzgSFybreNI0ZZHI6mepmiwp83DmpmHNSOiMOjYf0mNKTnKx4UpOi7P8/Dll1+qeaUebbTNj7Y8wN4r9TSaSerabB1HirY8Gkn1NEWDPW0e1sw8rBkRhUHNjilqQNlRPi5M0fE4joOBgQHuDKhC2/xoywMEmS5evCiyY0ri2mwdR4q2PBpJ9TRFgz1tHtbMPKyZjN3dXTx69AjffPMNXnvtNZw/f56v/kpNjTumbOByxxQ1jkdWDqdtfrTlAYJMbW1tIgs4UkcCbRxHirY8Gkn1NEWDPW0e1sw8rFljlpeX8YMf/ABvvPEGLl68iLfeegsXL17EG2+8gR/84AdYXl6OJdfk5CQcx0Emk4nlz6/F9PQ0HMdBV1cXurq64DgOBgcHMTk5GXc0EsCFKRvwHlMkwPM8fPHFF9yaXYW2+dGWBwgy3bt3T+TIm8S12TqOFG15NJLqaYoGe9o8rJl5WLPj2dnZwfe+9z1cvnwZP/zhD/HgwQMAQFvrSQDAgwcP8MMf/hCXL1/G9773PezsRPsz3ezsLJLJpPoXEkskEtjY2MDGxgZ838fc3Byy2SwGBweRy+XijkcN4MKUDXiUjwQUfuvA34BVpm1+tOUBgkz9/f0iO4skrs3WcaRoy6ORVE9TNNjT5mHNzMOa1W9nZwfvvfcefvKTn8DzPPyDvm/h94f/GH/64S/x49//7/CnH/4Svz/8x/gHfb8Dz/Pwk5/8BO+9915ki1PZbBbd3d2YnJzE7du3I/kzpaRSKSwsLCCZTGJ8fLyu781kMhgcHAwpGdWLC1M2KF2Y2n0VXw4ymuM4cF2XTzSq0DY/2vIAcpk4TjS05dGIc2QW1ss8rJl5WLP6ffTRR/jFL36BEy1tuPbtT/C9/+JP8K3kP0VLS/AzXEtLK76V/Kf43n/xv8W1b3+CEy1t+MUvfoGPPvooknwzMzNIp9NIp9PI5/Oqj/NVMzMzg0wmY2R2CnBhygZlO6Z248tBRuOrrBxO2/xoywPwVfmiGkeKtjwa8VX5zMKeNg9rZh7WrD7Ly8v48z//cwDAf3X1v8Y/vvxPDv36f3z5n+C/uvpfAwD+/M//HL/+9a9Dz3j79m2Mjo4imUwimUxiZmbmwNeMjo5ienoa4+Pj6OrqwuDgYNki0OTkZPG+T0NDQ8hkMhgfH8fw8HDZONlstrioWel7jquQfWFhofix+fl5DA0NFXf5zc/Pl13P8PAwcrkcHMeB4zjI5/NHfh+FhwtTNii7xxR3TNHxuK6Lt99+G67Lh4VKtM2PtjxAkGlgYKDhTFLXZus4UrTl0Uiqpyka7GnzsGbmYc3qMzs7+9vje79z5KJUwT++/E/wdt8/hud5mJ2dDTVfJpNBPp9HOp0GAIyMjFRciMnn85icnMTo6Ci++uorpFKp4tG5TCaD+fl5fPXVV/B9H1NTU+ju7sb4+Hhx/IKZmRmMjIxU/Z5GJJPJsvtMra+v4+bNm/B9HzMzMxgdHUU2mwUAzM3NYW5uDslkEr7vw/d9JBKJI7+PwsNHFBu08FX5qHG+78PzPPi+H3cUlbTNj7Y8gFwmjhMNbXk04hyZhfUyD2tmHtasdru7u/iLv/gLAMB//p/+i7q+95/+9utv3ryJ3d3wTsQUjvEVfPDBBwBQcXEqlUohnU4jkUhgfHy8uAiUz+exvr5eXNhJp9NIpVJIpVJIJpNli2u3b9/GBx98UPV7GlW6CDY2NlYcM51OI5lM1rQr67jfR43hwpQNePNzEuD7PpaWlvhEowpt86MtDxBkWllZEVnAkbg2W8eRoi2PRlI9TdFgT5uHNTMPa1a7R48eFV997x/9J/9ZXd/7D3/79Q8ePMDjx4/FsxXMz89jdHS0+H4qlUIikah4nO/KlSvFt0t3N6XTaXR3d8NxHAwPD5ctao2Pj+PWrVsAgmN8+XweIyMjh37PceVyuQOLW7OzsxgdHcXQ0FBdr9p33O+j4+PClA3ckh1Tu1yYouNxXRfvvPMOt2ZXoW1+tOUBgkyXLl0SOfImcW22jiNFWx6NpHqaosGeNg9rZh7WrHbffPMNAKCt9WTxRue1am05gbbWkwCAJ0+eiGcD9nZFFe71VPivcAP00t1HAIq7m/ZLJBJYWlrCzMwMEolE8X5UQLD7KJvNIpfL4datWxgZGTnye44jl8shl8uV3dNqaGgIc3NzGB8fx+LiYs07so77fdQYPqLYoOweU1yYouPxfR/b29v8DVgV2uZHWx4gyPTy5UuRnUUS12brOFK05dFIqqcpGuxp87Bm5mHNavfaa68BAF7uvMBunZsHdnZf4eXOCwDA2bNnxbMBe/d72tjYKPtvcXERQHDsrh5jY2OYm5vDzMxMcZdUIpFAOp0u3lOqcF+qw77nOCYnJ4tHDYFgoSqbzWJhYaHsqOJRjvt91DguTNmAR/lIgO/7WF5e5hONKrTNj7Y8QJDp/v37Igs4Etdm6zhStOXRSKqnKRrsafOwZuZhzWp3/vx5XLhwAQDw//37/7Gu7/0Pv/36Cxcu4Ny5c+LZCrui9i8UASjeH6rScb5K5ufnMT09jXw+j3w+j4WFBSSTyeLnx8fHMTc3h/X19eJiz1HfU6vCLqlsNou5ubnixwtHDQv3t5qfnz9wA/PCzdILc5HL5Wr6PgoHF6ZswJufkwC+ysrhtM2PtjwAX5UvqnGkaMujEV+VzyzsafOwZuZhzWrX0tKCDz/8EADwf/+P/21d3/s//Pbrr127hpaWliO+un63b99GMpmsuitofHy8eE+ooySTSSwsLODy5cvFo4A3b94sfn5kZAR3797F+++/X/P3VJPP54tHDgv3p0omk1hcXCxb2EokEpiYmMD4+Di6urqKO6BKjyMWFuAuX76Mqampmr+PwuH4TbzcvbW1hc7OTmxubqKjoyPuOMf3/7kJ/M3/OXj7xGngf/3fx5uHjuR5Hh4+fIje3l41/7D7vo8XL17g5MmTcBwn7jjqaJsfbXmA4NVnVlZW0N/f39CTKKlrs3UcKdryaCTV0xQN9vTRtD3/YM3Mo61mYff0ixcv8NVXX+Hy5cs4efJk3d+/vLyMy5cvw/M8XPv2J/jHl//Jkd/zd1/9NW5++sdwXRf37t3Dm2++eZzoqgwNDWFqaorH42rg+z52dnbQ2tqq4u/YYY76+1HPekv8/yJR43iPKRLg+z5WV1e5NbsKbfOjLQ8QZFpbWxM58iZxbbaOI0VbHo2kepqiwZ42D2tmHtasPgMDA/jDP/xDAMB/89kP8Xdf/fWhX/93X/01/pvPfggA+MM//EMrFqXy+TxyuRwXpehQ9b08AOlU+qp83qv4cpDRXNfF4OBg3DHU0jY/2vIAQab+/n6RI28S12brOFK05dFIqqcpGuxp87Bm5mHN6vfjH/8Yf//3f49f/OIXuPnpH+Mf9P0O/vP/9J/jH/4n/xlaW05gZ/cV/sPf/4/4H/7jf4svV/8OAPAv/sW/wI9//OOYkzcmn88jkUjgxo0bGBsbizsOKceFKRuU3vzc9wHPA/gkmurk+z6ePXuG06dPq982Ggdt86MtDxBkev78ucjOIolrs3UcKdryaCTV0xQN9rR5WDPzsGb1a21txV/+5V/io48+wp//+Z/jf1r9W/xPq38LAGhrPVl89T0gWPj7wz/8Q/z4xz9Ga6vZP6pnMhmMjo4ilUoVX+mPqBquXtjA3fegxV1TdAw8snI4bfOjLQ8QZNrY2BBZmJI6EmjjOFK05dFIqqcpGuxp87Bm5mHNjqe1tRV/9md/hnv37uEHP/hB8dX6CotSFy5cwA9+8APcu3cPf/Znf2b8ohQQ3PTc930uSlFNePNzG25+/v/7K+D/8ad77/+v/m9A25n48tCRtN18lEgC+5psw54m27CnyTbab35eze7uLh4/fownT57g7NmzOHfuHF9kgwDw5udksgM7pngDdKqf7/t48uQJfwNWhbb50ZYHCDI9ffpUZGeRxLXZOo4UbXk0kuppigZ72jysmXlYMxktLS3o7e3F4OAgent7uShFTY8LUzZoOVH+/i4Xpqh+PLJyOG3zoy0PEGTa2toSWcCROhJo4zhStOXRSKqnKRrsafOwZuZp1po12/US1ULy74X5h1eJO6ZIhOu6GBgYiDuGWtrmR1seIMj0+uuvi7wqn8S12TqOFG15NJLqaYoGe9o8rJl5mq1mhXs97ezw5yui/V69Cu5tLbHjj8+0bODuawQuTNEx+L6Pzc1N/kaoCm3zoy0PIHvkTeLabB1HirY8GvHIilnY0+ZhzczTbDVraWlBS0sLtra24o5CpErhsaC9vR0nTpw4+huOwB1TNnD3NQJflY+OofAD2NmzZ9XfaC8O2uZHWx5g7yWkpe7F1Oi12TqOFG15NJLqaYoGe9o8rJl5mq1mjuOgt7cXX3/9Ndrb23HmzJmmuG6Kj/abn/u+j1evXmFzcxPffPMN3njjDZFxuTBlgwNH+XbjyUFGc10X/f39ccdQS9v8aMsDBJkuXLggcpRP4tpsHUeKtjwaSfU0RYM9bR7WzDzNWLPOzk48f/4cjx49wtraWtxxyHK+78PzPLiuq3JhqqC9vR1vvPHGka+2VysuTNngwM3PuWOK6uf7PvL5PBKJhOoHwbhomx9teYC9G0X39PQ0PI7Etdk6jhRteTSS6mmKBnvaPKyZeZqxZo7j4PXXX0dvb2/xnjpEYfE8D48fP8a5c+fU/mKspaVF5PheKS5M2YD3mCIBvu/j+fPn6OzsbJonGvXQNj/a8gBBpu3tbZGjfBLXZus4UrTl0Uiqpyka7GnzsGbmaeaaFe43RRQmz/Nw4sQJnDx5Uu3CVBi4MGUDviofCXBdF319fXHHUEvb/GjLAwSZenp6RI7ySVybreNI0ZZHI6mepmiwp83DmpmHNSOiMPCZlg0O3Pyc95ii+vm+j0ePHnFnQBXa5kdbHmBve7/EjimJa7N1HCna8mgk1dMUDfa0eVgz87BmRBQGLkzZgDumSEDhFSD4RKMybfOjLQ8QZNrd3RVZwJG4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGHgUT4b8B5TJMB1XVy8eDHuGGppmx9teYAgk8SNGqWuzdZxpGjLo5FUT1M02NPmYc3Mw5oRURj4TMsGB3ZM8dUiqH6+7+Phw4f8DVgV2uZHWx4gyLS+vi6ys0ji2mwdR4q2PBpJ9TRFgz1tHtbMPKwZEYWBC1M24FE+IiIiIiIiIjIQj/LZoGXfzc93uTBF9XMcB729vXHHUEvb/GjLAwSZuru7G375aKlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAbumLIB7zFFAjzPw/379+F5XtxRVNI2P9ryAEGmx48fN5xJ6tpsHUeKtjwaSfU0RYM9bR7WzDysGRGFgQtTNuBRPhLgOA5aW1u5M6AKbfOjLQ8QZGppaRHZMSVxbbaOI0VbHo2kepqiwZ42D2tmHtaMiMLAo3w2cPcd5ePCFB2D4zg4f/583DHU0jY/2vIAQaZEIiGygCNxbbaOI0VbHo2kepqiwZ42D2tmHtaMiMLAHVM24I4pEuB5HlZXV7k1uwpt86MtDxBkWltbEznyJnFtto4jRVsejaR6mqLBnjYPa2Ye1oyIwsCFKRvwHlMkwHEcnDp1ijsDqtA2P9ryAEGm9vZ2kR1TEtdm6zhStOXRSKqnKRrsafOwZuZhzYgoDDzKZwPHCXZNFRakdl/Fm4eM5DgOurq64o6hlrb50ZYHCDJ1dHSILOBIXJut40jRlkcjqZ6maLCnzcOamYc1I6IwcMeULUqP83HHFB2D53lYWVnh1uwqtM2PtjxAkOnBgwciR94krs3WcaRoy6ORVE9TNNjT5mHNzMOaEVEYuDBli7KFqd34cpCxHMfB2bNnuTOgCm3zoy0PEGQ6ffq0yI4piWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBh7ls0ULd0xRYxzHQWdnZ9wx1NI2P9ryALILOBLXZus4UrTl0Yg/gJmFPW0e1sw8rBkRhYE7pmzBo3zUIM/zsLy8zK3ZVWibH215gCDT119/LXLkTeLabB1HirY8Gkn1NEWDPW0e1sw8rBkRhYELU7ZwT+y97fHm51S/ws0suTOgMm3zoy0PIH/zc44TLm15NOLNz83CnjYPa2Ye1oyIwsCjfLZwW/be5j2m6BgKR1aoMm3zoy0PEGQ6c+aM2L2YJPLYOI4UbXk0kuppigZ72jysmXlYMyIKA3dM2YJH+ahBnufh3r173Jpdhbb50ZYHCDKtrq6KHHmTuDZbx5GiLY9GUj1N0WBPm4c1Mw9rRkRh4MKULUoXpnZ5lI/q5zgOenp6uDOgCm3zoy0PIHvkTeLabB1HirY8GvHIilnY0+ZhzczDmhFRGHiUzxbcMUUNKhxZocq0zY+2PECQ6dSpUyILOBLXZus4UrTl0Uiqpyka7GnzsGbmYc2IKAzcMWULLkxRgzzPw9LSErdmV6FtfrTlAYJMKysrIkfeJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGLgwZYsWLkxRYxzHQV9fH3cGVKFtfrTlAWSPvElcm63jSNGWRyMeWTELe9o8rJl5WDMiCgOP8tmCO6aoQYUjK1SZtvnRlgcIMrW3t4ss4Ehcm63jSNGWRyOpnqZosKfNw5qZhzUjojBwx5Qt3BN7b+9yYYrq53kevvzyS27NrkLb/GjLAwSZlpeXRY68SVybreNI0ZZHI6mepmiwp83DmpmHNSOiMHBhyhZuy97b3DFFx+A4DgYGBrgzoApt86MtDxBkunjxosiOKYlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAYe5bMFj/JRgwpHVqgybfOjLQ8QZGpraxNZwJG4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGHgjilbtJQc5ePCFB2D53n44osvuDW7Cm3zoy0PEGS6d++eyJE3iWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBi5M2YI7pqhBjuNgcHCQOwOq0DY/2vIAQab+/n6RHVMS12brOFK05dFIqqcpGuxp87Bm5mHNiCgMXJiyBe8xRQ1yHAeu6/KJRhXa5kdbHkAuE8eJhrY8GnGOzMJ6mYc1Mw9rRkRh4MKULVwe5aPG8FVWDqdtfrTlAfiqfFGNI0VbHo34qnxmYU+bhzUzD2tGRGHgwpQteJSPGuS6Lt5++224Lh8WKtE2P9ryAEGmgYGBhjNJXZut40jRlkcjqZ6maLCnzcOamYc1I6IwqHpEyWazGBoaqvjxbDYLAMjlcsW3C+9PT09jfn4e09PTyOfzUcXVpXRhapcLU1Q/3/fheR583487ikra5kdbHkAuE8eJhrY8GnGOzMJ6mYc1Mw9rRkRhULMwNT8/DwBli04FMzMzGBoaguM4GB8fRzKZLH5udHQUExMTGBkZwcjICK5duxZZZlV4jylqkO/7WFpa4hONKrTNj7Y8QJBpZWVFZAFH4tpsHUeKtjwaSfU0RYM9bR7WzDysGRGFofXoL4nGyMhI1c8NDQ1hY2MDAJBIJIofz+VyZV+XTCaRyWRCyacej/JRg1zXxTvvvBN3DLW0zY+2PECQ6dKlSyJH3iSuzdZxpGjLo5FUT1M02NPmYc3Mw5oRURiMeaaVSCTKFqUAIJPJoLu7u+xj3d3dFXddWa9l383P+VsMqpPv+9je3uZvwKrQNj/a8gBBppcvX4rsLJK4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGEwYmEqn89jfn4e8/PzmJycLO6UqnY/qfX19QjTKeHu2/zm7caTg4zl+z6Wl5f5RKMKbfOjLQ8QZLp//77IAo7Etdk6jhRteTSS6mmKBnvaPKyZeVgzIgqDmqN8hxkbGyvulkomkxgeHsbS0lLVr6+2YLW9vY3t7e3i+1tbWwCClz01/iVPHRdOybv+7kvAMWLdsSkVbhqpre8GBwcBQF0uLbTNj7Y8APDmm28CaDyT1LXZOo4UbXk0kuppigZ7+nAan3+wZubRVDONPU3UCJt6up5rMGJhKpfLIZVKAQgWpnK5HHK5HBKJxIHdUevr6weO/BXcuHEDn3zyyYGPr62t4cWLF+K5o9T+5Ble23lVfH/9/ir8ttdiTESH8TwPm5ub8H1fzb1LCkdW2tra4DjO0d/QZLTNj7Y8ALC7u4tHjx7B8zy0tLQc/Q1VSF2breNI0ZZHI6mepmiwp4+m7fkHa2YebTXT1tNEjbKpp588eVLz16pfmMpms7h69Wrx5ucF3d3dSKfTmJmZOfA9V65cqTjW9evX8dFHHxXf39rawptvvomenh50dHTIBo/a+jk4rXv3meo51w2cSsSXhw7leR4cx0FPT4+aBxzP83Dv3j288cYbajJpom1+tOUBgJ2dHayurqKnpwetrcf/50Xq2mwdR4q2PBpJ9TRFgz19NG3PP1gz82irmbaeJmqUTT198uTJmr9W5bOsfD5fdnRvamqq+LlMJoORkZGKN0PP5XK4cuVK1R1T7e3taG9vP/Bx13WNLzpa28redfxdwPRrspzjOKp6z3VdvPXWW3HHUEvb/GjLAwCtra1488030dra2lBfS12breNI0ZZHI6mepmiwp2uj6fkHa2YejTXT1NNEEmzp6Xryq1mYymQyWFhYABAcuXv33XeLC1BXrlzB9PQ0EokElpaWMDc3V/y+ubk5TE5O4t1338WdO3fKPtdU3H1HDLydeHKQsXzfx7Nnz3D69GkVW7O10TY/2vIAQabnz5+L3CRc4tpsHUeKtjwaSfU0RYM9bR7WzDysGRGFQc3CVDqdRjqdLtsdVZBKpYr3mNqvdEfVyMhIqBlVO/CqfFyYovr4vo+1tTUMDAzwiUYF2uZHWx4gyLSxsVG8WXQj40hcm63jSNGWRyOpnqZosKfNw5qZhzUjojCoWZiiBrknyt/nwhTVyXVdXLp0Ke4YammbH215gCBTX19fw9uOpa7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGPhMyxYHdkztxpODjOX7Pp48ecIjK1Vomx9teYAg09OnT0WO8klcm63jSNGWRyOpnqZosKfNw5qZhzUjojBwYcoWPMpHDSocWeETjcq0zY+2PECQaWtrS2QBR+LabB1HirY8Gkn1NEWDPW0e1sw8rBkRhYFH+Wxx4Obnr+LJQcZyXRcDAwNxx1BL2/xoywMEmV5//XWRo3wS12brOFK05dFIqqcpGuxp87Bm5mHNiCgMfKZlC+6Yogb5vo/NzU3+BqwKbfOjLQ8ge+RN4tpsHUeKtjwa8ciKWdjT5mHNzMOaEVEYuDBli5Z9Nz/f5cIU1Yc/gB1O2/xoywPsvYS0lnsx2TqOFG15NJLqaYoGe9o8rJl5WDMiCgOP8tmCO6aoQa7ror+/P+4YammbH215gCDThQsXRI7ySVybreNI0ZZHI6mepmiwp83DmpmHNSOiMPCZli0O3GOKC1NUH97M8nDa5kdbHoA3P49qHCna8mjEm5+bhT1tHtbMPKwZEYWBC1O2cPcd5ePNz6lOvu/j+fPnfKJRhbb50ZYHCDJtb2+LLOBIXJut40jRlkcjqZ6maLCnzcOamYc1I6Iw8CifLQ4c5duNJwcZy3Vd9PX1xR1DLW3zoy0PEGTq6ekROconcW22jiNFWx6NpHqaosGeNg9rZh7WjIjCwGdatuA9pqhBvu/j0aNH/A1YFdrmR1seIMiUz+dFdhZJXJut40jRlkcjqZ6maLCnzcOamYc1I6IwcGHKFi37FqZ2eZSP6uP7PnZ2dvhEowpt86MtDxBk2t3dFVnAkbg2W8eRoi2PRlI9TdFgT5uHNTMPa0ZEYeBRPltwxxQ1yHVdXLx4Me4YammbH215gCDTuXPnRI7ySVybreNI0ZZHI6mepmiwp83DmpmHNSOiMPCZli0O3Pyc95ii+vi+j4cPH/I3YFVomx9teYAg0/r6usjOIolrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAYuTNmCO6aIiIiIiIiIyDA8ymcL1wUcByj89oILU1Qnx3HQ29sbdwy1tM2PtjxAkKm7uxuO4zQ8jsS12TqOFG15NJLqaYoGe9o8rJl5WDMiCgN3TNmk9Difx5ufU308z8P9+/fheV7cUVTSNj/a8gBBpsePHzecSerabB1HirY8Gkn1NEWDPW0e1sw8rBkRhYELUzYpPc63yx1TVB/HcdDa2sqdAVVomx9teYAgU0tLi8iOKYlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAYe5bNJSytQ2CjFHVNUJ8dxcP78+bhjqKVtfrTlAYJMiURCZAFH4tpsHUeKtjwaSfU0RYM9bR7WzDysGRGFgTumbFJ6lG+XC1NUH8/zsLq6yq3ZVWibH215gCDT2tqayJE3iWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBi5M2aSlbe9t7piiOjmOg1OnTnFnQBXa5kdbHiDI1N7eLrJjSuLabB1HirY8Gkn1NEWDPW0e1sw8rBkRhYFH+Wzituy9zR1TVCfHcdDV1RV3DLW0zY+2PECQqaOjQ2QBR+LabB1HirY8Gkn1NEWDPW0e1sw8rBkRhYE7pmxSumOKC1NUJ8/zsLKywq3ZVWibH215gCDTgwcPRI68SVybreNI0ZZHI6mepmiwp83DmpmHNSOiMHBhyiYtJfeY4lE+qpPjODh79ix3BlShbX605QGCTKdPnxbZMSVxbbaOI0VbHo2kepqiwZ42D2tmHtaMiMLAo3w2Kbv5+U58OchIjuOgs7Mz7hhqaZsfbXkA2QUciWuzdRwp2vJoxB/AzMKeNg9rZh7WjIjCwB1TNmkpWWfcfRlfDjKS53lYXl7m1uwqtM2PtjxAkOnrr78WOfImcW22jiNFWx6NpHqaosGeNg9rZh7WjIjCwIUpm5S9Kh93TFF9Cjez5M6AyrTNj7Y8gPzNzzlOuLTl0Yg3PzcLe9o8rJl5WDMiCgOP8tmk7Cgf7zFF9SkcWaHKtM2PtjxAkOnMmTNi92KSyGPjOFK05dFIqqcpGuxp87Bm5mHNiCgM3DFlk9KjfLz5OdXJ8zzcu3ePW7Or0DY/2vIAQabV1VWRI28S12brOFK05dFIqqcpGuxp87Bm5mHNiCgMXJiyCXdMUQMcx0FPTw93BlShbX605QFkj7xJXJut40jRlkcjHlkxC3vaPKyZeVgzIgoDj/LZhPeYogYUjqxQZdrmR1seIMh06tQpkQUciWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBu6Ysonbsvc2X5WP6uR5HpaWlrg1uwpt86MtDxBkWllZETnyJnFtto4jRVsejaR6mqLBnjYPa2Ye1oyIwsCFKZuU7pjiUT6qk+M46Ovr486AKrTNj7Y8gOyRN4lrs3UcKdryaMQjK2ZhT5uHNTMPa0ZEYeBRPpu0lNxjikf5qE6FIytUmbb50ZYHCDK1t7eLLOBIXJut40jRlkcjqZ6maLCnzcOamYc1I6IwcMeUTdySdUbumKI6eZ6HL7/8kluzq9A2P9ryAEGm5eVlkSNvEtdm6zhStOXRSKqnKRrsafOwZuZhzYgoDFyYsknpjineY4rq5DgOBgYGuDOgCm3zoy0PEGS6ePGiyI4piWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBh7ls0npPaZ8D/A8wOXaI9WmcGSFKtM2P9ryAEGmtrY2kQUciWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBq5a2MQ9Uf6+x+N8VDvP8/DFF19wa3YV2uZHWx4gyHTv3j2RI28S12brOFK05dFIqqcpGuxp87Bm5mHNiCgMXJiyScu+DXC8zxTVwXEcDA4OcmdAFdrmR1seIMjU398vsmNK4tpsHUeKtjwaSfU0RYM9bR7WzDysGRGFgQtTNtm/Y4r3maI6OI4D13X5RKMKbfOjLQ8gl4njRENbHo04R2ZhvczDmpmHNSOiMHBhyial95gCAG83nhxkJL7KyuG0zY+2PABflS+qcaRoy6MRX5XPLOxp87Bm5mHNiCgMXJiyidtS/j53TFEdXNfF22+/DZc3zK9I2/xoywMEmQYGBhrOJHVtto4jRVsejaR6mqLBnjYPa2Ye1oyIwsBHFJsc2DHFe0xR7Xzfh+d58H0/7igqaZsfbXkAuUwcJxra8mjEOTIL62Ue1sw8rBkRhYELUzZp2X+PqZ14cpCRfN/H0tISn2hUoW1+tOUBgkwrKysiCzgS12brOFK05dFIqqcpGuxp87Bm5mHNiCgMrUd/CRlj/83PuWOK6uC6Lt555524Y6ilbX605QGCTJcuXRI58iZxbbaOI0VbHo2kepqiwZ42D2tmHtaMiMLAZ1o2adm3zsh7TFEdfN/H9vY2fwNWhbb50ZYHCDK9fPlSZGeRxLXZOo4UbXk0kuppigZ72jysmXlYMyIKAxembLL/HlM8ykd18H0fy8vLfKJRhbb50ZYHCDLdv39fZAFH4tpsHUeKtjwaSfU0RYM9bR7WzDysGRGFgUf5bMKjfNSAwqusUGXa5kdbHkD+Vfkk8tg4jhRteTTiq/KZhT1tHtbMPKwZEYWBz7RscuAoHxemqHa+7+P58+f8DVgV2uZHWx5A9sibxLXZOo4UbXk04pEVs7CnzcOamYc1I6IwcGHKJvt3TPEeU1QH3/exurrKJxpVaJsfbXmAINPa2prIAo7Etdk6jhRteTSS6mmKBnvaPKyZeVgzIgoDj/LZZP89przdeHKQkVzXxeDgYNwx1NI2P9ryAEGm/v5+kaN8Etdm6zhStOXRSKqnKRrsafOwZuZhzYgoDHymZRO3pfx97piiOvi+j6dPn/I3YFVomx9teQDZI28S12brOFK05dGIR1bMwp42D2tmHtaMiMLAhSmbHNgxxXtMUe14ZOVw2uZHWx4gyLSxsSGygCN1JNDGcaRoy6ORVE9TNNjT5mHNzMOaEVEYeJTPJi377zG1E08OMpLrurh06VLcMdTSNj/a8gBBpr6+PpGjfBLXZus4UrTl0Uiqpyka7GnzsGbmYc2IKAx8pmWT/Tc/544pqoPv+3jy5Al/A1aFtvnRlgeQPfImcW22jiNFWx6NeGTFLOxp87Bm5mHNiCgMXJiyiesCTklJeY8pqgOPrBxO2/xoywMEmba2tkQWcKSOBNo4jhRteTSS6mmKBnvaPKyZeVgzIgoDj/LZpqUN2HkRvL3LHVNUO9d1MTAwEHcMtbTNj7Y8QJDp9ddfFznKJ3Ftto4jRVsejaR6mqLBnjYPa2Ye1oyIwsBnWrYpvc+Ux3tMUe1838fm5iZ/A1aFtvnRlgeQPfImcW22jiNFWx6NeGTFLOxp87Bm5mHNiCgMXJiyjVuyCY47pqgO/AHscNrmR1seIMj07NkzNfdisnUcKdryaCTV0xQN9rR5WDPzsGZEFAYe5bNN6Y4p3mOK6uC6Lvr7++OOoZa2+dGWBwgyXbhwQeQon8S12TqOFG15NJLqaYoGe9o8rJl5WDMiCgOfadmmpW3vbW83vhxkHN7M8nDa5kdbHoA3P49qHCna8mjEm5+bhT1tHtbMPKwZEYVB1cJUNpvF0NBQxY9PT09jenoao6OjyOfzZZ/LZrMAgFwuV3y7aZUd5eOOKaqd7/t4/vw5n2hUoW1+tOUBgkzb29siCzgS12brOFK05dFIqqcpGuxp87Bm5mHNiCgMaham5ufnAaDiwlImk8HExAQmJibw7rvv4urVq8XPzczMYGhoCI7jYHx8HMlkMrLMKpXd/Jz3mKLaua6Lvr4+HlmpQtv8aMsDBJl6enpEjvJJXJut40jRlkcjqZ6maLCnzcOamYc1I6IwqHlEGRkZQSqVOvDxbDaLGzdulH1dNptFLpcDAAwNDWFjYwMbGxtYWFhAIpGIKrJObuk9pviqfFQ73/fx6NEj/gasCm3zoy0PEGTK5/MiO4skrs3WcaRoy6ORVE9TNNjT5mHNzMOaEVEY1N/8PJVK4ebNm8X3C8f4uru7ix9r+sWoUtwxRcfk+z52dnbg+z4cx4k7jjra5kdbHiDItLu7K7KAI3Ftto4jRVsejaR6mqLBnjYPa2Ye1oyIwqB+YQoIdkkV3Lp1C+l0urgYlc/ni8cA79y5c+hxvu3tbWxvbxff39raAgB4ngfP80JKHy3Hbdl7Z2cbviXXZRvP8+D7vrq+6+3tBQB1ubTQNj/a8gB7vzRoNJPUtdk6jhRteTSS6mmKBnv6cBqff7Bm5tFUM409TdQIm3q6nmswYmGqoLAItbi4WPzY2NhYcZEqmUxieHgYS0tLFb//xo0b+OSTTw58fG1tDS9evAglc9TObu+gbSfYKfXq6RNsPXwYcyKqxPM8bG5uwvd9NWf0C6+y0tXVxd+AVaBtfrTlAYDd3V38+te/hud5aGlpOfobqpC6NlvHkaItj0ZSPU3RYE8fTdvzD9bMPNpqpq2niRplU08/efKk5q81amFqcnLywH2kcrlc8d5UyWQSuVwOuVyu4q6p69ev46OPPiq+v7W1hTfffBM9PT3o6OgIPX8UnNc6gNbgOF9rWytO/vY3GqSL53lwHEfVTXULW7J7enpUPNHQRtv8aMsDBD/E5/N59Pb2NrwwJXFtto4jRVsejaR6mqLBnj6atucfrJl5tNVMW08TNcqmnj558mTNX2vMwtT09DQmJyeRTCaL95nK5XK4evUqNjY2yr629P5Tpdrb29He3n7g467rGl/0opa2vbe9HTi2XJeFHMdR13sXL16MO4Jq2uZHWx4AOHfuHFpaWhrua6lrs3UcKdryaCTV0xQN9vTRtD3/YM3Mo61m2nqaqFG29HQ9+VVeaWHhqWB+fh6pVKq4KHX79m0kEgkkk0lMTU0Vvy6TyWBkZKS5b4ZeevPz3Zfx5SDjeJ6H+/fvW3GeOQza5kdbHiDI9Pjx44YzSV2breNI0ZZHI6mepmiwp83DmpmHNSOiMKjZMZXJZLCwsAAguBfUu+++i5GREeRyOYyOjpZ9bSKRKN5b6sqVK5ienkYikcDS0hLm5ubiiK9H2avy7caXg4zjOA5aW1tVbMvWSNv8aMsDBJlaWloaziR1bbaOI0VbHo2kepqiwZ42D2tmHtaMiMLg+E38GshbW1vo7OzE5uamNfeYwl//74H/+G+Dt0+fA/7Lv4o1DlXmeR4ePnyI3t5e47doEhWwr8k27GmyDXuabMOeJtvY1NP1rLeYfaV0UNmOqVfx5SDjeJ6H1dVVbs2uQtv8aMsDBJnW1tZEjrxJXJut40jRlkcjqZ6maLCnzcOamYc1I6IwcGHKNm7pPaZ24stBxnEcB6dOneLW7Cq0zY+2PECQqb29XeTIm8S12TqOFG15NJLqaYoGe9o8rJl5WDMiCoOae0yREO6YomNyHAddXV1xx1BL2/xoywMEmTo6OkQWcCSuzdZxpGjLo5FUT1M02NPmYc3Mw5oRURi4Y8o2bsla4+4roHlvIUZ18jwPKysr3Jpdhbb50ZYHCDI9ePBA5MibxLXZOo4UbXk0kuppigZ72jysmXlYMyIKAxembNPSVv6+x+N8VBvHcXD27FnuDKhC2/xoywMEmU6fPi2yY0ri2mwdR4q2PBpJ9TRFgz1tHtbMPKwZEYWBR/ls07KvpLuvyo/3EVXhOA46OzvjjqGWtvnRlgeQXcCRuDZbx5GiLY9G/AHMLOxp87Bm5mHNiCgM3DFlG3ffIhTvM0U18jwPy8vL3Jpdhbb50ZYHCDJ9/fXXIkfeJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGLgwZZv9u6N2uTBFtSnczJI7AyrTNj/a8gDyNz/nOOHSlkcj3vzcLOxp87Bm5mHNiCgMPMpnGy5M0TEVjqxQZdrmR1seIMh05swZsXsxSeSxcRwp2vJoJNXTFA32tHlYM/OwZkQUBu6Ysg2P8tExeZ6He/fucWt2FdrmR1seIMi0uroqcuRN4tpsHUeKtjwaSfU0RYM9bR7WzDysGRGFgQtTtuGOKTomx3HQ09PDnQFVaJsfbXkA2SNvEtdm6zhStOXRiEdWzMKeNg9rZh7WjIjCwKN8ttm/Y4oLU1SjwpEVqkzb/GjLAwSZTp06JbKAI3Ftto4jRVsejaR6mqLBnjYPa2Ye1oyIwsAdU7bZv2OKR/moRp7nYWlpiVuzq9A2P9ryAEGmlZUVkSNvEtdm6zhStOXRSKqnKRrsafOwZuZhzYgoDFyYso27bxMcd0xRjRzHQV9fH3cGVKFtfrTlAWSPvElcm63jSNGWRyMeWTELe9o8rJl5WDMiCgOP8tmmpa38fS5MUY0KR1aoMm3zoy0PEGRqb28XWcCRuDZbx5GiLY9GUj1N0WBPm4c1Mw9rRkRh4I4p27TsW2v0duLJQcbxPA9ffvklt2ZXoW1+tOUBgkzLy8siR94krs3WcaRoy6ORVE9TNNjT5mHNzMOaEVEYuDBlmwM3P38ZTw4yjuM4GBgY4M6AKrTNj7Y8QJDp4sWLIjumJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGHiUzzYHbn7OHVNUm8KRFapM2/xoywMEmdra2kQWcCSuzdZxpGjLo5FUT1M02NPmYc3Mw5oRURi4Y8o2vMcUHZPnefjiiy+4NbsKbfOjLQ8QZLp3757IkTeJa7N1HCna8mgk1dMUDfa0eVgz87BmRBQGLkzZZv+r8nlcmKLaOI6DwcFB7gyoQtv8aMsDBJn6+/tFdkxJXJut40jRlkcjqZ6maLCnzcOamYc1I6IwcGHKNvuP8nHHFNXIcRy4rssnGlVomx9teQC5TBwnGtryaMQ5MgvrZR7WzDysGRGFgQtTtjlw83MuTFFt+Corh9M2P9ryAHxVvqjGkaItj0Z8VT6zsKfNw5qZhzUjojBwYco2bkv5+zzKRzVyXRdvv/02XJcPC5Vomx9teYAg08DAQMOZpK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGPiIYhvHKb8BOndMUY1834fnefB9P+4oKmmbH215ALlMHCca2vJoxDkyC+tlHtbMPKwZEYWBC1M2Kr0BOhemqEa+72NpaYlPNKrQNj/a8gBBppWVFZEFHIlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFIbWo7+EjNPaBrx6FrzNo3xUI9d18c4778QdQy1t86MtDxBkunTpksiRN4lrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAY+07JR6Q3Qd1/Gl4OM4vs+tre3+RuwKrTNj7Y8QJDp5cuXIjuLJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGLgwZaPW9r23eZSPauT7PpaXl/lEowpt86MtDxBkun//vsgCjsS12TqOFG15NJLqaYoGe9o8rJl5WDMiCgOP8tmopWTH1M52fDnIKIVXWaHKtM2PtjyA/KvySeSxcRwp2vJoxFflMwt72jysmXlYMyIKA59p2aildMcUj/JRbXzfx/Pnz/kbsCq0zY+2PIDskTeJa7N1HCna8mjEIytmYU+bhzUzD2tGRGHgwpSNSndM8Sgf1cj3fayurvKJRhXa5kdbHiDItLa2JrKAI3Ftto4jRVsejaR6mqLBnjYPa2Ye1oyIwsCjfDZqadt7e5dH+ag2ruticHAw7hhqaZsfbXmAIFN/f7/IUT6Ja7N1HCna8mgk1dMUDfa0eVgz87BmRBQGPtOyUdnNz3fiy0FG8X0fT58+5W/AqtA2P9ryALJH3iSuzdZxpGjLoxGPrJiFPW0e1sw8rBkRhYELUzZySzbCcccU1YhHVg6nbX605QGCTBsbGyILOFJHAm0cR4q2PBpJ9TRFgz1tHtbMPKwZEYWBR/ls1Mqbn1P9XNfFpUuX4o6hlrb50ZYHCDL19fWJHOWTuDZbx5GiLY9GUj1N0WBPm4c1Mw9rRkRh4DMtG5XeY2qHC1NUG9/38eTJE/4GrApt86MtDyB75E3i2mwdR4q2PBrxyIpZ2NPmYc3Mw5oRURi4MGWjspufc2GKasMjK4fTNj/a8gBBpq2tLZEFHKkjgTaOI0VbHo2kepqiwZ42D2tmHtaMiMLAo3w24sIUHYPruhgYGIg7hlra5kdbHiDI9Prrr4sc5ZO4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGHgMy0btZzYe3v3VXw5yCi+72Nzc5O/AatC2/xoywPIHnmTuDZbx5GiLY9GPLJiFva0eVgz87BmRBQGLkzZaP/Nz/kPB9WAP4AdTtv8aMsDBJmePXum5l5Mto4jRVsejaR6mqLBnjYPa2Ye1oyIwsCjfDZyS3ZM+R7g7QItLDUdznVd9Pf3xx1DLW3zoy0PEGS6cOGCyFE+iWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBj7TslFrW/n7vM8U1YA3szyctvnRlgfgzc+jGkeKtjwa8ebnZmFPm4c1Mw9rRkRh4MKUjVr2L0xtx5ODjOL7Pp4/f84nGlVomx9teYAg0/b2tsgCjsS12TqOFG15NJLqaYoGe9o8rJl5WDMiCgPPd9mopb38fd4AnWrgui76+vrijqGWtvnRlgcIMvX09Igc5ZO4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGHgMy0blb4qHwDscMcUHc33fTx69Ii/AatC2/xoywMEmfL5vMjOIolrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAYuTNlo/1E+jzum6Gi+72NnZ4dPNKrQNj/a8gBBpt3dXZEFHIlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAYe5bNR676jfDu8+TkdzXVdXLx4Me4YammbH215gCDTuXPnRI7ySVybreNI0ZZHI6mepmiwp83DmpmHNSOiMPCZlo32H+Xjq/JRDXzfx8OHD/kbsCq0zY+2PECQaX19XWRnkcS12TqOFG15NJLqaYoGe9o8rJl5WDMiCgMXpmx04FX5eJSPiIiIiIiIiPThUT4bHViY4s3P6WiO46C3tzfuGGppmx9teYAgU3d3NxzHaXgciWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBu6YstGBhSke5aOjeZ6H+/fvw/O8uKOopG1+tOUBgkyPHz9uOJPUtdk6jhRteTSS6mmKBnvaPKyZeVgzIgoDF6ZstH9hijc/pxo4joPW1lbuDKhC2/xoywMEmVpaWkR2TElcm63jSNGWRyOpnqZosKfNw5qZhzUjojDwKJ+N9t/83OM9puhojuPg/PnzccdQS9v8aMsDBJkSiYTIAo7Etdk6jhRteTSS6mmKBnvaPKyZeVgzIgoDd0zZqLW9/P0d3mOKjuZ5HlZXV7k1uwpt86MtDxBkWltbEznyJnFtto4jRVsejaR6mqLBnjYPa2Ye1oyIwsCFKRvxVfnoGBzHwalTp7gzoApt86MtDxBkam9vF9kxJXFtto4jRVsejaR6mqLBnjYPa2Ye1oyIwsCjfDZy95WVNz+nGjiOg66urrhjqKVtfrTlAYJMHR0dIgs4Etdm6zhStOXRSKqnKRrsafOwZuZhzYgoDNwxZSPHKd81tcujfHQ0z/OwsrLCrdlVaJsfbXmAINODBw9EjrxJXJut40jRlkcjqZ6maLCnzcOamYc1I6IwcGHKVqX3meJRPqqB4zg4e/YsdwZUoW1+tOUBgkynT58W2TElcW22jiNFWx6NpHqaosGeNg9rZh7WjIjCwKN8tip9ZT7e/Jxq4DgOOjs7446hlrb50ZYHkF3Akbg2W8eRoi2PRvwBzCzsafOwZuZhzYgoDNwxZauWkh1THndM0dE8z8Py8jK3ZlehbX605QGCTF9//bXIkTeJa7N1HCna8mgk1dMUDfa0eVgz87BmRBQGLkzZqmzHFG9+Tkcr3MySOwMq0zY/2vIA8jc/5zjh0pZHI9783CzsafOwZuZhzYgoDKqO8mWzWVy7dg2Li4tlH8/lcpifn0cymUQul8PY2BgSicSRn2tqZTc/58IUHa1wZIUq0zY/2vIAQaYzZ86I3YtJIo+N40jRlkcjqZ6maLCnzcOamYc1I6IwqNkxNT8/DyBYnNpvdHQUExMTGBkZwcjICK5du1bT55pa2cIUj/LR0TzPw71797g1uwpt86MtDxBkWl1dFTnyJnFtto4jRVsejaR6mqLBnjYPa2Ye1oyIwqBmx9TIyEjFj+dyubL3k8kkMpnMkZ9reqVH+XZ583M6muM46Onp4c6AKrTNj7Y8gOyRN4lrs3UcKdryaMQjK2ZhT5uHNTMPa0ZEYVCzY6qaTCaD7u7uso91d3cjm80e+rmm11py83Me5aMa8MjK4bTNj7Y8QJDp1KlTIgs4UkcCbRxHirY8Gkn1NEWDPW0e1sw8rBkRhUHNjqlq8vl8xY+vr68f+rlKtre3sb29t3toa2sLQLAl1bbtqI5bfvNz37LrM53nefB9X1XfFbZmX7p0Ca6rfs06ctrmR1seANjZ2cGvf/1rdHd3o7X1+P+8SF2breNI0ZZHI6mepmiwp4+m7fkHa2YebTXT1tNEjbKpp+u5hoaeZW1tbeHu3bvI5/NYX19Hd3c3EokErly5go6OjkaGPlK1RanDPnfjxg188sknBz6+traGFy9eCCXT4bXtHbTvBPeW2nn2BJsPH8aciEp5nofNzU34vq/iH3UA8H0fJ06cwNraGn8LVoG2+dGWBwB2d3fR1taGtbU1tLS0HHscqWuzdRwp2vJoJNXTFA329NG0Pf9gzcyjrWbaepqoUTb19JMnT2r+2roXpra2tnDjxg3Mz88jl8vB9/0DX+M4DpLJJIaHhzE1NdXQKzckEokDO6DW19eRSCQO/Vwl169fx0cffVR2LW+++SZ6enpCX0iLmnM2AbQGu6ZaWx209/bGG4jKeJ5XPKNv+gMOUYHneXBdl31N1mBPk234/INsw54m29jU0ydPnqz5a+tamPrud7+Lmzdv4urVq5iYmMCVK1eQTCbR2dlZ/JqvvvoK+XwemUwGCwsLSCQSGB8fx7/+1/+6nj+qKJ1OY2Zm5sDHC392tc9V0t7ejvb29gMfd13X+KIf0Fr+qnyObddnAcdxVPWe53lYWlrC4OCgmkyaaJsfbXmAINOvf/3rhv8hlbo2W8eRoi2PRlI9TdFgT9dG0/MP1sw8GmumqaeJJNjS0/Xkr3lh6tvf/jYSiQR+9atf4fLly1W/rvC5b33rW/j+97+PfD6Pjz/+GN/5zncwNzdX086kfD5f3PWUTCbLPpfL5XDlypXijqlqn2t6vPk51clxHAwMDKjYlq2RtvnRlgcIMl28eFHkJuES12brOFK05dFIqqcpGuxp87Bm5mHNiCgMNS1MffbZZ5icnMTVq1fr/gMSiQR+9rOf4bPPPkMmk8Hv/d7vVfy6wg4rILgX1LvvvouRkREAwNzcHCYnJ/Huu+/izp07mJubK37fYZ9raqU3P+fCFNXAcZyKOwopoG1+tOUBgkxtbW0iCzgS12brOFK05dFIqqcpGuxp87Bm5mHNiCgMjl/pJlFNYmtrC52dndjc3LTuHlO4+38AFv+PwdstJ4APM/HmoTKe5+Hhw4fo7e1Vs0XT8zx8+eWXePvtt9Vk0kTb/GjLAwSvYHb37l1cuXKl4Vflk7g2W8eRoi2PRlI9TdFgTx9N2/MP1sw82mqmraeJGmVTT9ez3mL2lVJ1LeX3mELzrj9SjRzHweDgIHcGVKFtfrTlAYJM/f39IjumJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGBr+9d/nn3+ObDZb8XN/9Ed/1OjwdFwt+7bY7r4qvyE60T6Fm+zxiUZl2uZHWx5ALhPHiYa2PBpxjszCepmHNTMPa0ZEYWhoYeq73/0uZmdnkUgk0N3dXfY5x3G4MBWnlhPl7+9uc2GKDqVta7Y22uZHWx4gyLS8vNzw1mNtR+e0jSNFWx6NpHqaosGeNg9rZh7WjIjC0NDC1O3btzE1NYXvf//7UnlISsu+RajdV/HkIGO4rssnGYfQNj/a8gBBpoGBgYYzSV2breNI0ZZHI6mepmiwp83DmpmHNSOiMDT8iDI6OiqRg6Tt3x21sx1PDjKG7/vwPA9N/HoIh9I2P9ryAHKZOE40tOXRiHNkFtbLPKyZeVgzIgpDQwtT165dw/z8vFQWkuTuP8r3Mp4cZAzf97G0tMQnGlVomx9teYAg08rKisgCjsS12TqOFG15NJLqaYoGe9o8rJl5WDMiCoPjN/io8tZbb2FjYwPpdPrAfaZ++tOfNhQubPW8fKFxlv9fwH8/uff+ez8Hzr8VXx4qY9PLgBIVsK/JNuxpsg17mmzDnibb2NTT9ay3NHSPqQ8++AC5XA7JZBIbGxvY2Ngofo6v1BCzAzc/544pOpzv+3j58iXa2tr497cCbfOjLQ+wl0liZ5HEtdk6jhRteTSS6mmKBnvaPKyZeVgzIgpDQ0twCwsLmJ+fx69+9St8+umnZf/98pe/lMpIx9HSXv4+F6boCL7vY3l5mT+AVaFtfrTlAYJM9+/fF1mYkrg2W8eRoi2PRlI9TdFgT5uHNTMPa0ZEYWhoxxQApFIpiRwk7cCr8nFhig5XeJUVqkzb/GjLA8i/Kp9EHhvHkaItj0Z8VT6zsKfNw5qZhzUjojA09ExramoKMzMzUllIEo/yUZ1838fz58/5G7AqtM2PtjxAkGl7e1tkZ5HEtdk6jhRteTSS6mmKBnvaPKyZeVgzIgpDQwtTi4uLmJqaQktLC95991185zvfKfuPYtS67yjfznY8OcgYvu9jdXWVTzSq0DY/2vIAQaa1tTWRBRyJa7N1HCna8mgk1dMUDfa0eVgz87BmRBSGho/yjY2NSeQgaQeO8r2KJwcZw3VdDA4Oxh1DLW3zoy0PEGTq7+8XOconcW22jiNFWx6NpHqaosGeNg9rZh7WjIjC0NDC1M9+9jOpHCSNR/moTr7v49mzZzh9+jRfZaUCbfOjLQ8ge+RN4tpsHUeKtjwa8ciKWdjT5mHNzMOaEVEY+CtAW/Hm51QnHlk5nLb50ZYHCDJtbGyILExJHQm0cRwp2vJoJNXTFA32tHlYM/OwZkQUBrGFqbfffht/8id/IjUcNYpH+ahOruvi0qVLPLJShbb50ZYHCDL19fWJHOWTuDZbx5GiLY9GUj1N0WBPm4c1Mw9rRkRhEHtEuXz5MhKJhNRw1Ci3JfivYJc3P6fD+b6PJ0+e8DdgVWibH215gCDT06dPRXYWSVybreNI0ZZHI6mepmiwp83DmpmHNSOiMIgtTH366af48MMPpYYjCS0lr8zHHVN0BB5ZOZy2+dGWBwgybW1tiSzgSB0JtHEcKdryaCTV0xQN9rR5WDPzsGZEFIaGX5WPFGs5ARTWo3a4Y4oO57ouBgYG4o6hlrb50ZYHCDK9/vrrIkfeJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGGpemPrggw/qGthxHPybf/Nv6g5EgkrvM8WjfHSEws6Ajo4OvspKBdrmR1seYG97f09PT8PjSFybreNI0ZZHI6mepmiwp83DmpmHNSOiMNS8MLWxsVHzoHfv3sXm5iYXpuLWyqN8VLvCD2Bnz57lE40KtM2PtjzA3ktIS92LqdFrs3UcKdryaCTV0xQN9rR5WDPzsGZEFIaaF6Y+/fTTI7/ms88+w9TUFPL5PIaGhhoKRgJKF6Z2XsSXg4zgui76+/vjjqGWtvnRlgcIMl24cEHkKJ/Etdk6jhRteTSS6mmKBnvaPKyZeVgzIgqDyDOtv/qrv8K7776Lb3/72wCAhYUF3LlzR2JoakTryb23d17Gl4OMwJtZHk7b/GjLA/Dm51GNI0VbHo1483OzsKfNw5qZhzUjojA0tDD1F3/xF3j77bcxMjKCy5cv4+7du/j0009x9epVqXzUiNJ7THHHFB3B9308f/6cTzSq0DY/2vIAQabt7W2RBRyJa7N1HCna8mgk1dMUDfa0eVgz87BmRBSGY70q35/8yZ/gxo0b2NjYwNjYGD799FNcvnxZOhs1qmzHFG9+TodzXRd9fX1xx1BL2/xoywMEmXp6ekSO8klcm63jSNGWRyOpnqZosKfNw5qZhzUjojDU/Exra2sL169fh+u6mJiYwLVr17CxsYGf/exnXJTSqpU7pqh2vu/j0aNH/A1YFdrmR1seIMiUz+dFdhZJXJut40jRlkcjqZ6maLCnzcOamYc1I6Iw1LxjqqurC4lEAtPT0/ijP/qjMDORlNIdU7vcMUWH830fOzs78H2fr7JSgbb50ZYHCDLt7u6KLOBIXJut40jRlkcjqZ6maLCnzcOamYc1I6Iw1LxjqnCju8nJSbS0tNT0H8Ws7B5TXJiiw7mui4sXL/LIShXa5kdbHiDIdO7cOZGjfBLXZus4UrTl0Uiqpyka7GnzsGbmYc2IKAw175iam5sLMweFgfeYojr4vo+1tTX09PTwN2AVaJsfbXmAINP6+jp6enoaHkfi2mwdR4q2PBpJ9TRFgz1tHtbMPKwZEYWh5oWp9957L8wcFIbW9r23uTBFRERERERERMoc61X5yBD77zHl+wB/s0FVOI6D3t7euGOopW1+tOUBgkzd3d0N/wZV6tpsHUeKtjwaSfU0RYM9bR7WzDysGRGFoeGFqc8//xzZbLbi53iT9JiV7pjyfWD3Vfkr9RGV8DwPDx8+RG9vL+8bUIG2+dGWBwgyPX78GOfPn28ok9S12TqOFG15NJLqaYoGe9o8rJl5WDMiCkNDC1Pf/e53MTs7i0Qige7u7rLPOY7Dham4lS5MAcDOCy5MUVWO46C1tZU7A6rQNj/a8gBBppaWFpEdUxLXZus4UrTl0Uiqpyka7GnzsGbmYc2IKAwNLUzdvn0bU1NT+P73vy+VhyS17F+Y4n2mqDrHcXD+/Pm4Y6ilbX605QGCTIlEQmQBR+LabB1HirY8Gkn1NEWDPW0e1sw8rBkRhaHh/Zejo6MSOSgM+3dM7XJhiqrzPA+rq6vwPC/uKCppmx9teYAg09raWsOZpK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGBpamLp27Rrm5+elspC0A0f5uDBF1TmOg1OnTnFnQBXa5kdbHiDI1N7eLrJjSuLabB1HirY8Gkn1NEWDPW0e1sw8rBkRhaGho3xTU1N46623cOPGDaTT6QP3mfrpT3/aUDhqEI/yUR0cx0FXV1fcMdTSNj/a8gBBpo6ODpEFHIlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFIaGdkx98MEHyOVy6OrqwsbGBpaWlor/5XI5qYx0XJVufk5Uhed5WFlZ4dbsKrTNj7Y8QJDpwYMHIkfeJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGBraMbWwsID5+Xn83u/9nlQektR6svz93Zfx5CAjOI6Ds2fPcmdAFdrmR1seIMh0+vRpkR1TEtdm6zhStOXRSKqnKRrsafOwZuZhzYgoDA0tTAFAKpWSyEFh4I4pqoPjOOjs7Iw7hlra5kdbHkB2AUfi2mwdR4q2PBrxBzCzsKfNw5qZhzUjojA0dJRvamoKMzMzUllI2oGFKe6Youo8z8Py8jK3ZlehbX605QGCTF9//bXIkTeJa7N1HCna8mgk1dMUDfa0eVgz87BmRBSGhnZMLS4uYnZ2FtPT00ilUgdufv7LX/6yoXDUIO6YojoUbmbJnQGVaZsfbXkA+Zufc5xwacujEW9+bhb2tHlYM/OwZkQUhoaP8o2NjUnkoDDwVfmoDoUjK1SZtvnRlgcIMp05c0bsXkwSeWwcR4q2PBpJ9TRFgz1tHtbMPKwZEYWhoYWpn/3sZ1I5KAwtbeXvc8cUHaKwNXtgYACu29ApXytpmx9teYAg0+rqKs6fP99QJqlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAY+mtjMdcsXp3a5Y4qqcxwHPT093BlQhbb50ZYHkD3yJnFtto4jRVsejXhkxSzsafOwZuZhzYgoDDUtTP3t3/4t7t2719AfdO/ePXz++ecNjUHHUHqfKR7lo0PwyMrhtM2PtjxAkOnUqVMiCzhSRwJtHEeKtjwaSfU0RYM9bR7WzDysGRGFoaaFqc7OToyMjODnP//5sf6QmzdvYnh4GMlk8ljfTw1oPbn3Nhem6BCe52FpaYmvslKFtvnRlgcIMq2srIi8ep3Etdk6jhRteTSS6mmKBnvaPKyZeVgzIgpDTQtTly9fRiaTwU9/+lO8/fbbuH79Ov7u7/7u0O/527/9W1y/fh3nzp3D7Ows7t69i0uXLklkpnqU7pjafRlfDlLPcRz09fXxN2BVaJsfbXkA2SNvEtdm6zhStOXRiEdWzMKeNg9rZh7WjIjCUPPNzxOJBO7evYtMJoOPP/4YU1NTcBwHiUQC3d3dSCQSAIB8Po9cLgff95FKpTA7O4v33nsvrPx0lLKjfLz5OVVXOLJClWmbH215gCBTe3u7yAKOxLXZOo4UbXk0kuppigZ72jysmXlYMyIKQ92vypdOp3H37l1sbm7izp07+Ju/+Rs8fvwY+XweiUQC586dQyqVwpUrV9DZ2RlGZqpH2VE+7pii6gpbswcHB/kqKxVomx9teYC9V+qReFU+iWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUhroXpgo6OzuRTqeRTqcl85C00lfl444pOoTjOBgYGODOgCq0zY+2PECQ6eLFiyI7piSuzdZxpGjLo5FUT1M02NPmYc3Mw5oRURiOvTBFhuDNz6lGhSMrVJm2+dGWBwgytbW1iSzgSFybreNI0ZZHI6mepmiwp83DmpmHNSOiMHD/pe1auWOKauN5Hr744gu+ykoV2uZHWx4gyHTv3j2RV6+TuDZbx5GiLY9GUj1N0WBPm4c1Mw9rRkRh4MKU7Up3TO1yxxRV5zgOBgcHuTOgCm3zoy0PEGTq7+8X2TElcW22jiNFWx6NpHqaosGeNg9rZh7WjIjCwIUp25XdY4oLU1Sd4zhwXZdPNKrQNj/a8gBymThONLTl0YhzZBbWyzysmXlYMyIKAxembMd7TFGNPM/Dl19+ya3ZVWibH215gL1XMJM48iZxbbaOI0VbHo2kepqiwZ42D2tmHtaMiMIgsjC1tbWFzz//vPj+vXv3JIYlCa0lNyfkwhQdwnVdvP3223zp3yq0zY+2PECQaWBgoOFMUtdm6zhStOXRSKqnKRrsafOwZuZhzYgoDA09omxubuL999/HpUuX8O1vf7v48bGxMfz85z9vOBwJKF2Y2t0GfD++LKSa7/vwPA8+e6QibfOjLQ8gl4njRENbHo04R2ZhvczDmpmHNSOiMDS0MHXt2jU4joP19fWy7ZwTExP40Y9+1HA4ElB6lM/3gd1X8WUh1Xzfx9LSEp9oVKFtfrTlAYJMKysrIgs4Etdm6zhStOXRSKqnKRrsafOwZuZhzYgoDI7fwKNKd3c3Pv/8c/zO7/wOWlpasLu7CyDYSdXd3V18X6utrS10dnZic3MTHR0dcccJx3/8vwB//b/be/9/+X8FTlp6rQbxPA8PHz5Eb28vt0KTNdjXZBv2NNmGPU22YU+TbWzq6XrWWxq60u7u7uIrMpSub929exff+ta3GhmapJTumAJ4nymqyvd9bG9v8zdgVWibH215gCDTy5cvRXYWSVybreNI0ZZHI6mepmiwp83DmpmHNSOiMDS0MDU2NoaRkRF8/vnnxQWqv/mbv8H777+P7373uyIBAWB+fh75fB75fP7A57LZLLLZLAAgl8sV36bfam0rf3+XC1NUme/7WF5e5hONKrTNj7Y8QJDp/v37Igs4Etdm6zhStOXRSKqnKRrsafOwZuZhzYgoDA0tTE1MTOD3fu/3kE6n4fs+zp07hytXruDatWv48MMPpTJidHQUXV1d6OrqguM4cBwH09PTAICZmRkMDQ3BcRyMj48jmUyK/blW4I4pqhFfZeVw2uZHWx6Ar8oX1ThStOXRiK/KZxb2tHlYM/OwZkQUhtZGB5iamsL169fx2WefAQDS6TQ6OzsbDlaQz+cxNzeHkZGR4semp6cxMTEBABgaGsLGxgYAIJFIiP251mhpL3+fC1NUhe/7ePHiBU6ePFncAUl7tM2PtjyA7JE3iWuzdRwp2vJoxCMrZmFPm4c1Mw9rRkRhEFnqTiQSeO+99/Dee++JLkoVlC5Kzc/Pl71f+PO5KFVF6/6FqRfx5CD1fN/H6uoqfwCrQtv8aMsDBJnW1tZEFqYkrs3WcaRoy6ORVE9TNNjT5mHNzMOaEVEYGtox9Qd/8AdVPzc4OIg/+qM/amR4AOW7oPL5PNbX18uO6+XzeczPzwMA7ty5c+hxvu3tbWxv7+0Y2traAhDc+d7zvIazqtTShtLfZfivXgC2XqtBPM+D7/vq+u7y5csAoC6XFtrmR1seAHjjjTcANJ5J6tpsHUeKtjwaSfU0RYM9fTiNzz9YM/NoqpnGniZqhE09Xc81NLQwdefOnQMfy+fz+OqrrzA2NtbI0BVNTk5iamqq7GNjY2PFxatkMonh4WEsLS1V/P4bN27gk08+OfDxtbU1vHhh504i98k36Np5VXz/yaMHeHnyYYyJCAj+km5ubsL3fTVn9Lk1+3Da5kdbHgDY3d3Fw4cP4XkeWlpajj2OtqNz2saRoi2PRlI9TdFgTx9N2/MP1sw82mqmraeJGmVTTz958qTmr21oYeru3bsVP/7xxx/jrbfeamToA/L5PDKZzIEje7lcDqlUCkCwMJXL5ZDL5Srumrp+/To++uij4vtbW1t488030dPTg46ODtG8apwGnNYTxXcTZ08Bvb0xBiIgeMBxHAc9PT1qHnA8z8Py8rKqTJpomx9teQBgZ2cH9+/fR09PD1pbj//Pi9S12TqOFG15NJLqaYoGe/po2p5/sGbm0VYzbT1N1CibevrkyZNHf9FvhfIs6+OPP8a7774r+sp8d+/ePbAolc1mcfXq1eLNzwu6u7srjtHe3o729vYDH3dd1/iiV9V2quxdZ/clYOu1GsZxHFW957ouX9XyENrmR1seAGhtbcUbb7yB1tbWhvpa6tpsHUeKtjwaSfU0RYM9XRtNzz9YM/NorJmmniaSYEtP15M/lCt1HAe5XE50zGw2e2DBKZlMlh3ty2QyGBkZ4Y3QS/FV+ahGvu/jyZMnvJllFdrmR1seIMj09OlTkZuES1ybreNI0ZZHI6mepmiwp83DmpmHNSOiMDS0Y+o73/lOxY/fvXs3lJX0/WMmEglcuXIF09PTSCQSWFpawtzcnPifa7SWtvL3+ap8VIXv+9jY2MCZM2dU3DNAG23zoy0PEGTa2toSWcCRuDZbx5GiLY9GUj1N0WBPm4c1Mw9rRkRhcPwGnm1997vfrfjxwcFBjIyMFF+xQautrS10dnZic3PT3ntMAcBfDAO7L4O3U/8l8K7cEUs6Hs/z8PDhQ/T29hq/RZOogH1NtmFPk23Y02Qb9jTZxqaerme9paEdUz/72c8a+XaKSmv73sLUzst4s5BahZ0BHR0d/A1YBdrmR1seYG97f09PT8PjSFybreNI0ZZHI6mepmiwp83DmpmHNSOiMJi9BEe1aS25Gz6P8lEVvGfA4bTNj7Y8QJDp2bNnau7FZOs4UrTl0Uiqpyka7GnzsGbmYc2IKAwN7Zj6gz/4g7q+/qc//WkjfxwdV2vJDdB583OqwnVd9Pf3xx1DLW3zoy0PEGS6cOFCw9uOpa7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGBpamLpz5w6y2WzxJuQAsL6+jmw2i1QqVfa13OoZo7IdU8/jy0Gq+b6PfD6PRCLBv68VaJsfbXmAve39Ekf5JK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGBpamPrggw+QTqfxox/9qOzjH3/8Md566y18+CFvsq3CiVN7b7/iUT6qzPd9PH/+HJ2dnXyiUYG2+dGWBwgybW9vixx5k7g2W8eRoi2PRlI9TdFgT5uHNTMPa0ZEYWhob/rs7GzFV+a7fv06ZmZmGhmaJJUuTHHHFFXhui76+vp4ZKUKbfOjLQ8QZOrp6RE5yidxbbaOI0VbHo2kepqiwZ42D2tmHtaMiMLQ0CPK48eP8Zd/+ZcHPp7JZJDL5RoZmiSVHuV7xYUpqsz3fTx69Ig7A6rQNj/a8gB72/sldkxJXJut40jRlkcjqZ6maLCnzcOamYc1I6IwNLQwde3aNUxMTODnP/85tra2AAB/9Vd/hWvXriGdTosEJAFlR/m4MEWV+b6PnZ0dPtGoQtv8aMsDBJl2d3dFFnAkrs3WcaRoy6ORVE9TNNjT5mHNzMOaEVEYGrrH1NTUFPL5PK5du4axsTEAwYPVyMgIbt26JRKQBJQd5eM9pqgy13Vx8eLFuGOopW1+tOUBgkznzp0TOfImcW22jiNFWx6NpHqaosGeNg9rZh7WjIjC0PAzrZmZGWxsbODTTz/Fp59+iqWlJdy+fVsiG0lp5c3P6Wi+7+Phw4f8DVgV2uZHWx4gyLS+vi6ys0ji2mwdR4q2PBpJ9TRFgz1tHtbMPKwZEYWhoYWpDz74APfu3UNnZyeuXr2Kq1ev4vLly1LZSEpr+97br54B/IeEiIiIiIiIiBRoaGFqaWmp4s3PSZkTp/fe9j1g91V8WUgtx3HQ29vLl/6tQtv8aMsDBJm6u7sbziR1bbaOI0VbHo2kepqiwZ42D2tmHtaMiMLQ0MLUzZs38a/+1b/Cv//3/14qD4XhxMny93d4A3Q6yPM83L9/H57nxR1FJW3zoy0PEGR6/Phxw5mkrs3WcaRoy6ORVE9TNNjT5mHNzMOaEVEYGrr5+czMDLq6upBOp5FMJpFMJss+/8tf/rKhcCSk9B5TQHCfqZOd8WQhtRzHQWtrK38DVoW2+dGWBwgytbS0iOwskrg2W8eRoi2PRlI9TdFgT5uHNTMPa0ZEYWhoYSqRSCCdTktlobDs3zH16lk8OUg1x3Fw/vz5uGOopW1+tOUBgkyJREJkAUfi2mwdR4q2PBpJ9TRFgz1tHtbMPKwZEYWhoYWpH/3oR1I5KEyl95gCgJ3teHKQaoWt2RcvXuRLo1egbX605QGCTGtrazh//nxDmaSuzdZxpGjLo5FUT1M02NPmYc3Mw5oRURjEHk22trZw7949qeFIUivvMUVHcxwHp06d4s6AKrTNj7Y8QJCpvb1dZMeUxLXZOo4UbXk0kuppigZ72jysmXlYMyIKQ8MLU59//jneeustdHV1YXBwEOfOncO//bf/ViIbSTmx/x5TXJiigxzHQVdXF59oVKFtfrTlAYJMHR0dIgs4Etdm6zhStOXRSKqnKRrsafOwZuZhzYgoDA0tTP3N3/wN0uk0xsfHcffuXdy9excffvghRkZG+Ep9muzfMcWFKarA8zysrKzwVVaq0DY/2vIAQaYHDx6IvHqdxLXZOo4UbXk0kuppigZ72jysmXlYMyIKQ0P3mPr4448xMzODa9euFT/2rW99C+fOncPExATu3LnTcEASsH/H1M6LeHKQao7j4OzZs/wNWBXa5kdbHiDIdPr0aZGdRRLXZus4UrTl0Uiqpyka7GnzsGbmYc2IKAwN7ZhaWFjA8PDwgY+Pjo4im802MjRJ4o4pqoHjOOjs7OQTjSq0zY+2PIDsAo7Etdk6jhRteTTiD2BmYU+bhzUzD2tGRGFoaGEqlUrhq6++OvDxbDaLy5cvNzI0SeLCFNXA8zwsLy9za3YV2uZHWx4gyPT111+LHHmTuDZbx5GiLY9GUj1N0WBPm4c1Mw9rRkRhaGhhamxsDGNjY/i7v/u74sc+//xzjI2N4eOPP244HAlx3fLFKR7lowp4M8vDaZsfbXkA3vw8qnGkaMujEW9+bhb2tHlYM/OwZkQUhprvMfX555/jypUr6OjoKH5sbGwMS0tL+Na3vlX24PT9738fH374oWxSasyJk3sLUtwxRRUUjqxQZdrmR1seIMh05swZsXsxSeSxcRwp2vJoJNXTFA32tHlYM/OwZkQUhpp3TI2OjiKXyx34+NTUFJaWlnD79m387Gc/w69+9Sv86Ec/Eg1JAlpLboDOHVNUged5uHfvHrdmV6FtfrTlAYJMq6urIkfeJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGGreMeX7ftXPXb58mfeU0u5EyVE+7piiChzHQU9PD3cGVKFtfrTlAWSPvElcm63jSNGWRyMeWTELe9o8rJl5WDMiCkPNC1NkuBOn997mjimqoHBkhSrTNj/a8gBBplOnToks4Ehcm63jSNGWRyOpnqZosKfNw5qZhzUjojDUdfNzPjEzWOnNz189iy8HqeV5HpaWlrg1uwpt86MtDxBkWllZETnyJnFtto4jRVsejaR6mqLBnjYPa2Ye1oyIwlDXjqkPP/wQ3d3dNX2t4zj4d//u3x0rFIXgRMk9pl5xxxQd5DgO+vr6uABdhbb50ZYHkD3yJnFtto4jRVsejXhkxSzsafOwZuZhzYgoDHUtTG1sbBx6rylSrHTHFI/yUQWFIytUmbb50ZYHCDK1t7eLLOBIXJut40jRlkcjqZ6maLCnzcOamYc1I6Iw1LUwNT8/j9/5nd8JKQqFqmzHFG9+TgcVtmYPDg7Cdes65dsUtM2PtjxAkGl5eRnnz59vKJPUtdk6jhRteTSS6mmKBnvaPKyZeVgzIgoDH02aRdmOKS5M0UGO42BgYIA7A6rQNj/a8gBBposXL4rsmJK4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGHgq/I1ixOlNz/nUT46qHBkhSrTNj/a8gBBpra2NpEFHIlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAbumGoWJ07vvb37EvB248tCKnmehy+++IKvslKFtvnRlgcIMt27d0/k1eskrs3WcaRoy6ORVE9TNNjT5mHNzMOaEVEYal6YunnzJpLJZJhZKEylR/kA3meKDnAcB4ODg9wZUIW2+dGWBwgy9ff3i+yYkrg2W8eRoi2PRlI9TdFgT5uHNTMPa0ZEYaj5KN97770XZg4K24l9r56x8wJofy2eLKSS4zhwXZdPNKrQNj/a8gBymThONLTl0YhzZBbWyzysmXlYMyIKA4/yNQvumKIjeJ6HL7/8kluzq9A2P9ryAHuvYCZx5E3i2mwdR4q2PBpJ9TRFgz1tHtbMPKwZEYWBC1PNovQeU0CwY4qohOu6ePvtt/nSv1Vomx9teYAg08DAQMOZpK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGPiI0ixa9716xqtn8eQgtXzfh+d58H0/7igqaZsfbXkAuUwcJxra8mjEOTIL62Ue1sw8rBkRhYELU81i/46pV9wxReV838fS0hKfaFShbX605QGCTCsrKyILOBLXZus4UrTl0Uiqpyka7GnzsGbmYc2IKAw13/ycDHdi3z2meJSP9nFdF++8807cMdTSNj/a8gBBpkuXLokceZO4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGHgM61m0brvVfl483Pax/d9bG9v8zdgVWibH215gCDTy5cvRXYWSVybreNI0ZZHI6mepmiwp83DmpmHNSOiMHBhqlkc2DHFhSkq5/s+lpeX+USjCm3zoy0PEGS6f/++yAKOxLXZOo4UbXk0kuppigZ72jysmXlYMyIKA4/yNYsDO6Z4lI/KFV5lhSrTNj/a8gDyr8onkcfGcaRoy6MRX5XPLOxp87Bm5mHNiCgMfKbVLFpagZYTe+9zxxTt4/s+nj9/zt+AVaFtfrTlAWSPvElcm63jSNGWRyMeWTELe9o8rJl5WDMiCgMXpppJa8lxPt5jivbxfR+rq6t8olGFtvnRlgcIMq2trYks4Ehcm63jSNGWRyOpnqZosKfNw5qZhzUjojDwKF8zOXEK2H4SvM2FKdrHdV0MDg7GHUMtbfOjLQ8QZOrv7xc5yidxbbaOI0VbHo2kepqiwZ42D2tmHtaMiMLAZ1rNpHTH1A7vMUXlfN/H06dP+RuwKrTNj7Y8gOyRN4lrs3UcKdryaMQjK2ZhT5uHNTMPa0ZEYeDCVDM5cXrv7ZfP4stBKvHIyuG0zY+2PECQaWNjQ2QBR+pIoI3jSNGWRyOpnqZosKfNw5qZhzUjojDwKF8zaTuz9/arp/HlIJVc18WlS5fijqGWtvnRlgcIMvX19Ykc5ZO4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGHgM61m0sYdU1Sd7/t48uQJfwNWhbb50ZYHkD3yJnFtto4jRVsejXhkxSzsafOwZuZhzYgoDFyYaiYnSndMcWGKyvHIyuG0zY+2PECQaWtrS2QBR+pIoI3jSNGWRyOpnqZosKfNw5qZhzUjojDwKF8zKdsxxaN8VM51XQwMDMQdQy1t86MtDxBkev3110WO8klcm63jSNGWRyOpnqZosKfNw5qZhzUjojDwmVYzKb35OXdM0T6+72Nzc5O/AatC2/xoywPIHnmTuDZbx5GiLY9GPLJiFva0eVgz87BmRBQGLkw1k9Kbn+9sA7s78WUhdfgD2OG0zY+2PECQ6dmzZ2ruxWTrOFK05dFIqqcpGuxp87Bm5mHNiCgMPMrXTEp3TAHBrqmWjniykDqu66K/vz/uGGppmx9teYAg04ULF0SO8klcm63jSNGWRyOpnqZosKfNw5qZhzUjojDwmVYzKd0xBfA4H5XhzSwPp21+tOUBePPzqMaRoi2PRrz5uVnY0+ZhzczDmhFRGLgw1Uz275jiDdCphO/7eP78OZ9oVKFtfrTlAYJM29vbIgs4Etdm6zhStOXRSKqnKRrsafOwZuZhzYgoDDzK10zaKhzlI/ot13XR19cXdwy1tM2PtjxAkKmnp0fkKJ/Etdk6jhRteTSS6mmKBnvaPKyZeVgzIgoDn2k1kxP7jvK95MIU7fF9H48ePeJvwKrQNj/a8gBBpnw+L7KzSOLabB1HirY8Gkn1NEWDPW0e1sw8rBkRhYELU83kwI4pHuWjPb7vY2dnh080qtA2P9ryAEGm3d1dkQUciWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBiOO8mWzWQBAKpVCLpdDPp9HKpUCAORyOczPzyOZTCKXy2FsbAyJRCLGtIoduMcUd0zRHtd1cfHixbhjqKVtfrTlAYJM586dEznKJ3Ftto4jRVsejaR6mqLBnjYPa2Ye1oyIwmDEM62ZmRkMDQ3BcRyMj48jmUwWPzc6OoqJiQmMjIxgZGQE165dizGpcm2vlb/Pe0xRCd/38fDhQ/4GrApt86MtDxBkWl9fF9lZJHFtto4jRVsejaR6mqLBnjYPa2Ye1oyIwmDEjqmhoSFsbGwAQNluqFwuV/Z1yWQSmUwmymhmaTkBuK2AtxO8z1flIyIiIiIiIqIYGbFjCggWpPYf0ctkMuju7i77WHd3d/HoH+3jOMCJU3vvc2GKSjiOg97eXjiOE3cUlbTNj7Y8QJCpu7u74UxS12brOFK05dFIqqcpGuxp87Bm5mHNiCgMRuyYyufzmJ+fBwDcuXOneJwvn89X/Pr19fWKH9/e3sb29nbx/a2tLQCA53nwPE82tFJO2xlg+wkAwH/5DGiS69bG8zz4vq+q7zzPw8OHD9Hb28v7qVSgbX605QGAnZ0dPHr0CN3d3WhtPf4/L1LXZus4UrTl0Uiqpyka7OmjaXv+wZqZR1vNtPU0UaNs6ul6rsGIZ1mlNzRPJpMYHh7G0tJS1a+vtmB148YNfPLJJwc+vra2hhcvXkhEVa/Ta0HrzisAwPbmGr55+DDmRM3J8zxsbm7C930V/6gDwT0Dtra24DgOfwtWgbb50ZYHAHZ3d/H06VOsra2hpaXl2ONIXZut40jRlkcjqZ6maLCnj6bt+QdrZh5tNdPW00SNsqmnnzx5UvPXGrEwlcvliq/CV3j1vVwuh0QicWB31Pr6etVX5bt+/To++uij4vtbW1t488030dPTg46OjtDya+Kc7Qae/gYA0HoCON3bG3Oi5uR5HhzHQU9Pj6oHnAsXLsQdQTVt86Mtj+d5cF1XpK+lrs3WcaRoy6ONZE9TNNjTh9P4/IM1M4+mmmnsaaJG2NTTJ0+erPlr1S9MZbNZXL16tXjz84Lu7m6k02nMzMwc+J4rV65UHKu9vR3t7e0HPu66rvFFr1nbmb23Xz6D0yzXrZDjOKp6z/M83L9/HxcvXlSTSRNt86MtDxBkevToUcP/kEpdm63jSNGWRyOpnqZosKdro+n5B2tmHo0109TTRBJs6el68qtfmEomk5iamiq+n8lkMDIyUvFm6LlcDleuXKm6Y4oAnDi99/Yr3vyc9jiOg1OnTqnYlq2RtvnRlgcIMrW3t4vcJFzi2mwdR4q2PBpJ9TRFgz1tHtbMPKwZEYVB/cJUIpHAlStXMD09jUQigaWlJczNzRU/Pzc3h8nJSbz77ru4c+dO2eeogrbShann8eUgdRzHQVdXV9wx1NI2P9ryAEGmjo4OkQUciWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBvULUwCQSqWK95jar3RH1cjISJSxzHSi9Cgfd0zRHs/zsLq6ir6+PuO3jYZB2/xoywMEmR48eIDz5883fORN4tpsHUeKtjwaSfU0RYM9bR7WzDysGRGFgY8mzaZ0x9TLp4Dvx5eFVHEcB2fPnuXOgCq0zY+2PECQ6fTp0yI7piSuzdZxpGjLo5FUT1M02NPmYc3Mw5oRURiM2DFFgkp3TPkesLMNnKj9bvlkL8dx0NnZGXcMtbTNj7Y8gOwCjsS12TqOFG15NOIPYGZhT5uHNTMPa0ZEYeCOqWZTumMKAF49iycHqeN5HpaXl+F5XtxRVNI2P9ryAEGmr7/+uuFMUtdm6zhStOXRSKqnKRrsafOwZuZhzYgoDFyYajYn9i1M8T5T9FuFm1lyZ0Bl2uZHWx5A/ubnHCdc2vJoxJufm4U9bR7WzDysGRGFgUf5mk3bmfL3uWOKfqtwZIUq0zY/2vIAQaYzZ86I3YtJIo+N40jRlkcjqZ6maLCnzcOamYc1I6IwcMdUs+GOKarC8zzcu3ePW7Or0DY/2vIAe6/UI3HkTeLabB1HirY8Gkn1NEWDPW0e1sw8rBkRhYELU82GO6aoCsdx0NPTw50BVWibH215ANkjbxLXZus4UrTl0YhHVszCnjYPa2Ye1oyIwsCjfM1m/8LUSy5MUaBwZIUq0zY/2vIAQaZTp06JLOBIXJut40jRlkcjqZ6maLCnzcOamYc1I6IwcMdUszlxqvz9VzzKRwHP87C0tMSt2VVomx9teYAg08rKisiRN4lrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAYuTDWbE9wxRZU5joO+vj7uDKhC2/xoywPIHnmTuDZbx5GiLY9GPLJiFva0eVgz87BmRBQGHuVrNq4b7Jp69Tx4n/eYot8qHFmhyrTNj7Y8QJCpvb1dZAFH4tpsHUeKtjwaSfU0RYM9bR7WzDysGRGFgTummlHpK/PxVfnotzzPw5dffsmt2VVomx9teYAg0/LyssiRN4lrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAYuTDWjNi5M0UGO42BgYIA7A6rQNj/a8gBBposXL4rsmJK4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGHgUb5mVHqfKS5M0W8VjqxQZdrmR1seIMjU1tYmsoAjcW22jiNFWx6NpHqaosGeNg9rZh7WjIjCwB1Tzaj9tb23X34TXw5SxfM8fPHFF9yaXYW2+dGWBwgy3bt3T+TIm8S12TqOFG15NJLqaYoGe9o8rJl5WDMiCgMXpppRGxem6CDHcTA4OMidAVVomx9teYAgU39/v8iOKYlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAYuTDWj9rN7b28/iS8HqeI4DlzX5RONKrTNj7Y8gFwmjhMNbXk04hyZhfUyD2tmHtaMiMLAhalmVLpjaps7pijAV1k5nLb50ZYH4KvyRTWOFG15NOKr8pmFPW0e1sw8rBkRhYELU82odMfUq2eAtxtfFlLDdV28/fbbcF0+LFSibX605QGCTAMDAw1nkro2W8eRoi2PRlI9TdFgT5uHNTMPa0ZEYeAjSjMqXZgCeJyPAAC+78PzPPi+H3cUlbTNj7Y8gFwmjhMNbXk04hyZhfUyD2tmHtaMiMLAhalm1Ham/H0uTBGCJxpLS0t8olGFtvnRlgcIMq2srIgs4Ehcm63jSNGWRyOpnqZosKfNw5qZhzUjojC0xh2AYtDeUf7+y6fx5CBVXNfFO++8E3cMtbTNj7Y8QJDp0qVLIkfeJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGPhMqxnxKB9V4Ps+tre3+RuwKrTNj7Y8QJDp5cuXIjuLJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGLgw1YwOHOXbiicHqeL7PpaXl/lEowpt86MtDxBkun//vsgCjsS12TqOFG15NJLqaYoGe9o8rJl5WDMiCgOP8jWj/TumeJSPsPcqK1SZtvnRlgeQf1U+iTw2jiNFWx6N+Kp8ZmFPm4c1Mw9rRkRh4DOtZtT2Wvn7PMpHCH4D9vz5c/4GrApt86MtDyB75E3i2mwdR4q2PBrxyIpZ2NPmYc3Mw5oRURi4MNWMWlqBE6f33n/5TXxZSA3f97G6usonGlVomx9teYAg09ramsgCjsS12TqOFG15NJLqaYoGe9o8rJl5WDMiCgOP8jWr9teAV8+Ct7ljihBszR4cHIw7hlra5kdbHiDI1N/fL3KUT+LabB1HirY8Gkn1NEWDPW0e1sw8rBkRhYHPtJpV6XE+LkwRgt+APX36lL8Bq0Lb/GjLA8geeZO4NlvHkaItj0Y8smIW9rR5WDPzsGZEFAYuTDWr0hug8ygfgUdWjqJtfrTlAYJMGxsbIgs4UkcCbRxHirY8Gkn1NEWDPW0e1sw8rBkRhYFH+ZpV6cLUNhemKNiafenSpbhjqKVtfrTlAYJMfX19Ikf5JK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGPhMq1nxKB/t4/s+njx5wt+AVaFtfrTlAWSPvElcm63jSNGWRyMeWTELe9o8rJl5WDMiCgMXpppV2VE+LkwRj6wcRdv8aMsDBJm2trZEFnCkjgTaOI4UbXk0kuppigZ72jysmXlYMyIKA4/yNau2M3tvb38D+D7gOPHlodi5rouBgYG4Y6ilbX605QGCTK+//rrIUT6Ja7N1HCna8mgk1dMUDfa0eVgz87BmRBQGPtNqVqU7pnwPePUsviykgu/72Nzc5G/AqtA2P9ryALJH3iSuzdZxpGjLoxGPrJiFPW0e1sw8rBkRhYELU82qvaP8fd4AvenxB7DDaZsfbXmAINOzZ8/U3IvJ1nGkaMujkVRPUzTY0+ZhzczDmhFRGHiUr1mVHuUDghugn70QTxZSwXVd9Pf3xx1DLW3zoy0PEGS6cOGCyFE+iWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBj7TalalR/kA3gCdeDPLI2ibH215AN78PKpxpGjLoxFvfm4W9rR5WDPzsGZEFAYuTDWr/QtTPMrX9Hzfx/Pnz/lEowpt86MtDxBk2t7eFlnAkbg2W8eRoi2PRlI9TdFgT5uHNTMPa0ZEYeBRvmbV9lr5+9vcMdXsXNdFX19f3DHU0jY/2vIAQaaenh6Ro3wS12brOFK05dFIqqcpGuxp87Bm5mHNiCgMfKbVrA4c5eOOqWbn+z4ePXrE34BVoW1+tOUBgkz5fF5kZ5HEtdk6jhRteTSS6mmKBnvaPKyZeVgzIgoDF6aaVWs74JZsmOOOqabn+z52dnb4RKMKbfOjLQ8QZNrd3RVZwJG4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGHgUb5m5TjBrqnnG8H7XJhqeq7r4uLFi3HHUEvb/GjLAwSZzp07J3KUT+LabB1HirY8Gkn1NEWDPW0e1sw8rBkRhYHPtJpZe8l9pl4+jS8HqeD7Ph4+fMjfgFWhbX605QGCTOvr6yI7iySuzdZxpGjLo5FUT1M02NPmYc3Mw5oRURi4MNXM2kruM7W9FV8OIiIiIiIiImpKPMrXzE527L39ggtTzc5xHPT29sYdQy1t86MtDxBk6u7uhuM4DY8jcW22jiNFWx6NpHqaosGeNg9rZh7WjIjCwB1TzexkYu/tF5uxxSAdPM/D/fv34Xle3FFU0jY/2vIAQabHjx83nEnq2mwdR4q2PBpJ9TRFgz1tHtbMPKwZEYWBC1PN7GTn3ttcmGp6juOgtbWVOwOq0DY/2vIAQaaWlhaRHVMS12brOFK05dFIqqcpGuxp87Bm5mHNiCgMPMrXzEoXpl5+A+zuAC1siWblOA7Onz8fdwy1tM2PtjxAkCmRSIgs4Ehcm63jSNGWRyOpnqZosKfNw5qZhzUjojBwx1QzK12YAngD9CbneR5WV1e5NbsKbfOjLQ8QZFpbWxM58iZxbbaOI0VbHo2kepqiwZ42D2tmHtaMiMLAhalmtn9h6kU+lhikg+M4OHXqFHcGVKFtfrTlAYJM7e3tIjumJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGHhuq5kdWJjifaaameM46OrqijuGWtrmR1seIMjU0dEhsoAjcW22jiNFWx6NpHqaosGeNg9rZh7WjIjCwB1TzYwLU1TC8zysrKxwa3YV2uZHWx4gyPTgwQORI28S12brOFK05dFIqqcpGuxp87Bm5mHNiCgMXJhqZlyYohKO4+Ds2bPcGVCFtvnRlgcIMp0+fVpkx5TEtdk6jhRteTSS6mmKBnvaPKyZeVgzIgoDj/I1s/YOwHEA3w/ef56PNQ7Fy3EcdHZ2Hv2FTUrb/GjLA8gu4Ehcm63jSNGWRyP+AGYW9rR5WDPzsGZEFAbumGpmrgu0n917nzummprneVheXubW7Cq0zY+2PECQ6euvvxY58iZxbbaOI0VbHo2kepqiwZ42D2tmHtaMiMLAhalmdzKx9zYXpppa4WaW3BlQmbb50ZYHkL/5OccJl7Y8GvHm52ZhT5uHNTMPa0ZEYeBRvmZXep8pLkw1tcKRFapM2/xoywMEmc6cOSN2LyaJPDaOI0VbHo2kepqiwZ42D2tmHtaMiMLAHVPNjgtT9Fue5+HevXvcml2FtvnRlgcIMq2urooceZO4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGHgwlSz41E++i3HcdDT08OdAVVomx9teQDZI28S12brOFK05dGIR1bMwp42D2tmHtaMiMLAo3zNjjum6LcKR1aoMm3zoy0PEGQ6deqUyAKOxLXZOo4UbXk0kuppigZ72jysmXlYMyIKgxE7prLZLKanpzE9PY3R0VHk8/myz2WzWQBALpcrvk01Kl2Y2nkBvHoRXxaKled5WFpa4tbsKrTNj7Y8QJBpZWVF5MibxLXZOo4UbXk0kuppigZ72jysmXlYMyIKgxELU5lMBhMTE5iYmMC7776Lq1evFj83MzODoaEhOI6D8fFxJJPJGJMaqHRhCgC2t+LJQbFzHAd9fX3cGVCFtvnRlgeQPfImcW22jiNFWx6NeGTFLOxp87Bm5mHNiCgM6hemstksbty4UXx/ZGQE2WwWuVwOADA0NISNjQ1sbGxgYWEBiUQipqSG2r8wxeN8TYtHVg6nbX605QGCTO3t7SILOFJHAm0cR4q2PBpJ9TRFgz1tHtbMPKwZEYVB/cJUKpXCzZs3i+8XjvF1d3cXP5ZIJLggdVz7F6ae52OJQfHzPA9ffvklt2ZXoW1+tOUBgkzLy8siR94krs3WcaRoy6ORVE9TNNjT5mHNzMOaEVEYjLj5+cjISPHtW7duIZ1OFxei8vk85ufnAQB37tw59Djf9vY2tre3i+9vbQXH1jzPa94H1/azKP19h/98A2jWuYiQ53nwfV9V3/m+j/7+fnW5tNA2P9ryAEGmCxcuNJxJ6tpsHUeKtjwaSfU0RYM9fTRtzz9YM/Noq5m2niZqlE09Xc81GLEwVVBYhFpcXCx+bGxsrLhIlUwmMTw8jKWlpYrff+PGDXzyyScHPr62toYXL5rzpt/Oq1fo3nlVfP/pw1/jRcfDGBM1B8/zsLm5Cd/34brqNy4S1cTzPDx79gxra2vsa7ICe5psw+cfZBv2NNnGpp5+8uRJzV9r1MLU5OTkgftI5XI5pFIpAMHCVC6XQy6Xq7hr6vr16/joo4+K729tbeHNN99ET08POjo6Qs+vku/DaTsFeDsAgI42Hx29vTGHsp/necWb6mp5wPE8D7/61a/w1ltvqcmkibb50ZYHAHZ2drC8vIzBwUG0th7/nxepa7N1HCna8mgk1dMUDfb00bQ9/2DNzKOtZtp6mqhRNvX0yZMna/5aY55lTU9PY3JyEslksnifqVwuh6tXr2JjY6Psa0vvP1Wqvb0d7e3tBz7uuq7xRW/IyU7g2WMAgLO9BTTzXETIcRxVvec4Dt566y20tLTwhpYVaJsfbXkAoKWlBf39/WhpaWmor6WuzdZxpGjLo5FUT1M02NO10fT8gzUzj8aaaeppIgm29HQ9+Y240vn5eaRSqeKi1O3bt5FIJJBMJjE1NVX8ukwmg5GREd4IvV6lN0Dnq/I1rcIDoJYnGdpomx9teQC5TBwnGtryaMQ5MgvrZR7WzDysGRGFQf3CVC6Xw+joKIaHh+E4Drq6ujA5OQkgeDW+K1euYHp6GrOzs7hz5w7m5uZiTmygsoWpfGwxKF58lZXDaZsfbXkAvipfVONI0ZZHI74qn1nY0+ZhzczDmhFRGBzf9/24Q8Rla2sLnZ2d2NzcbN57TAFA5hNg6fPg7cQA8MH/Kd48TcDzPDx8+BC9vb2qtmh6nqcqjzba5kdjnvv37+PixYsN55K6NlvHkaItjzaSPU3RYE8fTuPzD9bMPJpqprGniRphU0/Xs95i9pWSjNPn9t5+vlH968hqhZclbeK16kNpmx9teQC5TBwnGtryaMQ5MgvrZR7WzDysGRGFgQtTVL4wtf0E2HkZXxaKje/7WFpa4hONKrTNj7Y8QJBpZWVFZAFH4tpsHUeKtjwaSfU0RYM9bR7WzDysGRGFwZhX5aMQnd73KobPHgMdr8eThWLjui7eeeeduGOopW1+tOUBgkyXLl1qeNux1LXZOo4UbXk0kuppigZ72jysmXlYMyIKA59pEXBq38LU8/V4clCsfN/H9vY2fwNWhbb50ZYHCDK9fPlSZGeRxLXZOo4UbXk0kuppigZ72jysmXlYMyIKAxemqMKOKS5MNSPf97G8vMwnGlVomx9teYAg0/3790UWcCSuzdZxpGjLo5FUT1M02NPmYc3Mw5oRURh4lI8OLkxxx1RTcl0Xb7/9dtwx1NI2P9ryAEGmgYEBkaN8Etdm6zhStOXRSKqnKRrsafOwZuZhzYgoDHymRUB7J+C27L3/7HF8WSg2vu/j+fPn/A1YFdrmR1seQPbIm8S12TqOFG15NOKRFbOwp83DmpmHNSOiMHBhigDXLb/PFI/yNSXf97G6usonGlVomx9teYAg09ramsgCjsS12TqOFG15NJLqaYoGe9o8rJl5WDMiCgOP8lHgdDfwdC14mwtTTcl1XQwODsYdQy1t86MtDxBk6u/vFznKJ3Ftto4jRVsejaR6mqLBnjYPa2Ye1oyIwsBnWhQo2zHFo3zNyPd9PH36lL8Bq0Lb/GjLA8geeZO4NlvHkaItj0Y8smIW9rR5WDPzsGZEFAYuTFHg9Lm9t3nz86bEIyuH0zY/2vIAQaaNjQ2RBRypI4E2jiNFWx6NpHqaosGeNg9rZh7WjIjCwKN8FDjdtff2s3XA9wHHiS8PRc51XVy6dCnuGGppmx9teYAgU19fn8hRPolrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAY+06JA6VE+bwfY3oovC8XC9308efKEvwGrQtv8aMsDyB55k7g2W8eRoi2PRjyyYhb2tHlYM/OwZkQUBi5MUaD0KB/AG6A3IR5ZOZy2+dGWBwgybW1tiSzgSB0JtHEcKdryaCTV0xQN9rR5WDPzsGZEFAYe5aNApYWp7svxZKFYuK6LgYGBuGOopW1+tOUBgkyvv/66yFE+iWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBj7TosDp7vL3+cp8Tcf3fWxubvI3YFVomx9teQDZI28S12brOFK05dGIR1bMwp42D2tmHtaMiMLAhSkKnNq3MMVX5ms6/AHscNrmR1seIMj07NkzNfdisnUcKdryaCTV0xQN9rR5WDPzsGZEFAYe5aPAiZNA2xng5dPgfd5jqum4rov+/v64Y6ilbX605QGCTBcuXBA5yidxbbaOI0VbHo2kepqiwZ42D2tmHtaMiMLAZ1q051TX3tvcMdV0eDPLw2mbH215AN78PKpxpGjLoxFvfm4W9rR5WDPzsGZEFAYuTNGe0hug8x5TTcf3fTx//pxPNKrQNj/a8gBBpu3tbZEFHIlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAYe5aM9pQtTT9fiy0GxcF0XfX19ccdQS9v8aMsDBJl6enpEjvJJXJut40jRlkcjqZ6maLCnzcOamYc1I6Iw8JkW7Xntwt7b3zwE+JuQpuL7Ph49esTfgFWhbX605QGCTPl8XmRnkcS12TqOFG15NJLqaYoGe9o8rJl5WDMiCgMXpmjPa717b+9sA9tb8WWhyPm+j52dHT7RqELb/GjLAwSZdnd3RRZwJK7N1nGkaMujkVRPUzTY0+ZhzczDmhFRGHiUj/aULkwBwa6pk53xZKHIua6Lixcvxh1DLW3zoy0PEGQ6d+6cyFE+iWuzdRwp2vJoJNXTFA32tHlYM/OwZkQUBj7Toj2lR/mAYGGKmobv+3j48CF/A1aFtvnRlgcIMq2vr4vsLJK4NlvHkaItj0ZSPU3RYE+bhzUzD2tGRGHgwhTtOdNT/v43D+LJQURERERERERNgUf5aM/JTqClDdh9GbzPHVNNxXEc9Pb2Hv2FTUrb/GjLAwSZuru74ThOw+NIXJut40jRlkcjqZ6maLCnzcOamYc1I6IwcMcU7XGc8vtMPeXCVDPxPA/379+H53lxR1FJ2/xoywMEmR4/ftxwJqlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAYuTFG50vtM8ShfU3EcB62trdwZUIW2+dGWBwgytbS0iOyYkrg2W8eRoi2PRlI9TdFgT5uHNTMPa0ZEYeBRPipXtjC1Fl8OipzjODh//nzcMdTSNj/a8gBBpkQiIbKAI3Ftto4jRVsejaR6mqLBnjYPa2Ye1oyIwsAdU1TutZIboD9dA7hNt2l4nofV1VVuza5C2/xoywMEmdbW1kSOvElcm63jSNGWRyOpnqZosKfNw5qZhzUjojBwYYrKnSm5x5TvAc8ex5eFIuU4Dk6dOsWdAVVomx9teYAgU3t7u8iOKYlrs3UcKdryaCTV0xQN9rR5WDPzsGZEFAYuTFG50qN8AO8z1UQcx0FXVxefaFShbX605QGCTB0dHSILOBLXZus4UrTl0Uiqpyka7GnzsGbmYc2IKAxcmKJypUf5AL4yXxPxPA8rKyvcml2FtvnRlgcIMj148EDkyJvEtdk6jhRteTSS6mmKBnvaPKyZeVgzIgoDF6aoXOlRPgD4hgtTzcJxHJw9e5a/AatC2/xoywMEmU6fPi2ys0ji2mwdR4q2PBpJ9TRFgz1tHtbMPKwZEYWBr8pH5dpOA+1nge0nwftcmGoajuOgs7Mz7hhqaZsfbXkA2QUciWuzdRwp2vJoxB/AzMKeNg9rZh7WjIjCwB1TdNBrJbumeI+ppuF5HpaXl7k1uwpt86MtDxBk+vrrr0WOvElcm63jSNGWRyOpnqZosKfNw5qZhzUjojBwYYoOKr0BOndMNQ3ezPJw2uZHWx6ANz+Pahwp2vJoxJufm4U9bR7WzDysGRGFgUf56KDShamtVcD3Af7jY73CkRWqTNv8aMsDBJnOnDkjdi8miTw2jiNFWx6NpHqaosGeNg9rZh7WjIjCwB1TdFBn/97bL78Btrfiy0KR8TwP9+7d49bsKrTNj7Y8QJBpdXVV5MibxLXZOo4UbXk0kuppigZ72jysmXlYMyIKAxem6KCON8rf3/xNPDkoUo7joKenhzsDqtA2P9ryALJH3iSuzdZxpGjLoxGPrJiFPW0e1sw8rBkRhYELU3RQ576FqS0uTDUDHlk5nLb50ZYHCDKdOnVKZAFH6kigjeNI0ZZHI6mepmiwp83DmpmHNSOiMHBhig567WL5PaW4MNUUPM/D0tISt2ZXoW1+tOUBgkwrKysNZdrd3cXXX3+Nzz//HF9//TV2d3cbyiMxR9rGkaItj0YSPU3RYU+bhzUzD2tGRGHgwhQd1NpWfgN0HuVrCo7joK+vj78Bq0Lb/GjLAzS2vX95eRk/+MEP8MYbb6Cvrw9Xr15FX18f3njjDfzgBz/A8vLysfJIzJG2caRoy6MRj6yYhT1tHtbMPKwZEYWBC1NUWel9prZW48tBkeGRlcNpmx9teYAgU3t7e12ZdnZ28L3vfQ+XL1/GD3/4Qzx48AAA0NZ6EgDw4MED/PCHP8Tly5fxve99Dzs7O3XlkTpaqGkcKdryaHScnqb4sKfNw5qZhzUjojBwYYoq6+jbe5tH+ZqC53n48ssvuTW7Cm3zoy0PEGRaXl6uOdPOzg7ee+89/OQnP4HnefgHfd/C7w//Mf70w1/ix7//3+FPP/wlfn/4j/EP+n4HnufhJz/5Cd57772aF6ek5kjbOFK05dGo3p6meLGnzcOamYc1I6IwtMYdgJQq3TH1fAN4+RRoOxNfHgqd4zgYGBjgb8Cq+P+3d/dhbZ35nfC/RxKYxMYW7xjsOIjETcZJHGNn95o0cWdryGZ3GrsdQzLTTjvZxsDzrNfeWbo16x12nYwvj2tvh6uxy3YRTpunu/O0CXhbk51uJ8adSeJmppugxMl40sRBvNiAwbyIl/gFdM7ZPw4SEkggwZHOfQ7fz3VxgaSjo985962D9Dv37z6i7R/R4gG0mPLz82OOqaamBq2trUixp+L5Xd/B1qInwh632x3Y5tqJba6duNR5Ea9eOIbW1lbU1NTg1KlTMcWjxz4SbT16ES0eEcXbp8lY7NPmwzYzH7YZESUCR0xRZPOuzMdyPqtjycrCRNs/osUDaDGlpqbGFFNPTw8aGhoAIGJSaq6tRU/g+V3fAQA0NDTg6tWrMcWjxz4SbT16ES0eEcXTp8l47NPmwzYzH7YZESUCE1MU2do5iamxa8bEQUmjKAo+/fRTDs2OQrT9I1o8gBZTV1dXTDG53e6Z8r1HF01KBWwtegL3F2yFoihwu90xxaPHPhJtPXoRLR4RxdOnyXjs0+bDNjMfthkRJQITUxRZ6BxTAEdMrQCSJKG4uJhnwKIQbf+IFg+gxbRhw4ZFY5JlGWfOnAEAPLllT1yvsXNm+aamJsiyvGg8euwj0dajF9HiEVGsfZrEwD5tPmwz82GbEVEiMDFFkaXcBdydNXubE6BbniRJsNls/KARhWj7R7R4gNhjGhoaCl5975FNj8f1Gg/PLD8wMIDh4WFd4lmMaOvRi2jxiIj7yFzYXubDNjMfthkRJQITUxRd6KgplvJZHq+ysjDR9o9o8QCxX8FscnISAJDqSIPdHt81OBz2FKQ60gAAExMTi8Yj0tX0RGsz0eIREa/KZy7s0+bDNjMfthkRJQITUxTdug2zf48tPtEwmZvNZsP9998Pm42HhUhE2z+ixQNoMd1zzz2LxrRmzRoAwJT/NmTZH9dr+OVpTPlvAwDS09MXjUePfSTaevQiWjwiirVPkxjYp82HbWY+bDMiSgQeUSi6jHtn/745AtweMywUSjxVVaEoClRVNToUIYm0f2RZxvXr13HlyhVcv3590bmWkiXWfZSdnY28vDwAwEfd78b1Gh/PLJ+Xl4esrKyoy+m5j/Rqe5H6ECBePCLiPjIXtpf5sM3Mh21GRInAxBRFl1EUfnuk05g4KClUVUVHRwc/aEQhwv7p6elBXV0dCgsLsX79ejzwwANYv349CgsLUVdXh56eHsNiA7R9dO3atUX3kd1ux759+wAA71w+F9drvD2zfGVlJex2+7zHE7GP9Gp7EfpQKNHiEVGsfZrEwD5tPmwz82GbEVEiSOoKPqqMj49j3bp1GBsbw9q1a40ORzyTg8APKmZvP/HvgC2/blg4VqIoCgYHB5Gbm8uh0LQov9+PmpoaNDQ0hM3pkOpIC5a1Adrw+v3796O+vh4OR3xzN+khnn7d09ODoqIiKIqCyqdewtaiJxZd/6XOi2h68whsNhu6urqwcePG4GNm2UdkLjxWk9WwT5PVsE+T1VipT8eTb+GncopudQ6QuhqY+kK7PcoRU1amqiqmpqaQmprKK61EYNT+8fv92Lt3L1pbWwEAmwu24cktu/HIpsdhtzsgy3581P0u3rl8Dp/1fYjTp0+ju7sbZ8+eTXriJbCPYjnfcc8992D//v04ffo0Xr1wDM/v+s6CyalLnRfx6oVjAID9+/fPS0olch/p1faivcdEi0dE8fRpMh77tPmwzcyHbUZEiWDuFBwlliSFl/OxlM/SVFVFT08Pv4BFYdT+qampQWtrK1Lsqah86iUcfOYPsc21M3g1O7vdgW2unTj4zPdR+dRLSLGnorW1FTU1NUmNE9D20fXr12PeR/X19di9ezem5Sk0vXkEp974PXzgfQt+eRqANtH5B9638PIbNWh68wim5Sns2bMH9fX1YetJ9D7Sq+1Fe4+JFo+I4u3TZCz2afNhm5kP24yIEoGlfCzlW9hb/wX4x/+l/Z22FvidVi1hRctipSGalDh6l7sl2lL69XJL8My2j8hceKwmq2GfJqthnyarsVKfjiffYu4tpcTLDBkxdXscuDVqXCyUUKqq4tatWzwDFoUR+8ftdkNRFGwueDSmhAsAbC16AvcXbIWiKHC73QmOMJyqqrhz505c+8jhcODUqVPo6upCXV1d8Gp9gaRUXl4e6urq0NXVhVOnTs0rvUvGPtKr7UV7j4kWj4iW0qfJOOzT5sM2Mx+2GRElAhNTtDBemW/FUFUVfX19/KARRbL3jyzLOHPmDADgyS174nruzpnlm5qaIMuy7rFFo6oqbty4saR9tHHjRhw9ehS9vb3o7+/HhQsX0N/fj97eXhw9ejTiqKZk7SO92l6095ho8YhoOX2ako992nzYZubDNiOiRDD95OderxctLS1wuVzwer2oqqqC0+k0OizryJyTmBrtBDZsNyYWSiibzYbi4mKjwxBWsvfP0NAQBgYGAACPbHo8ruc+PLP8wMAAhoeHkZubq3t8kdhsNmzYsGFZw47tdjvy8/ORn5+/6LLJ2kd6tb1o7zHR4hGRHn2akod92nzYZubDNiOiRDD9J62KigocOnQI5eXlKC8vR2VlpdEhWctdGcCq9NnbvDKfZamqii+++IJnwKJI9v6ZnJwEoM21FJjEO1YOewpSHWkAgImJCd1ji0bPkrdY9nWy9pFebS/ae0y0eETEkhVzYZ82H7aZ+bDNiCgRTJ2Y8nq9YbddLhfa2toMisaiJAnIdM3eHukyLBRKLJasLCzZ+2fNmjUAtLmWZNkf13P98nRwjqb09PRFltaPqqoYHR3VJYETy75O1j7Sq+1Fe4+JFo+I9OrTlBzs0+bDNjMfthkRJYKpE1NtbW3IzMwMuy8zMxMej8egiCwqtJxvpAMIuXIWWYfNZsO9997LkpUokr1/srOzgxOBf9T9blzP/Xhm+by8PGRlZekeWzQ2mw0FBQXL3kex7utk7SO92l6095ho8YhIrz5NycE+bT5sM/NhmxFRIph6jimfzxfx/pGRkYj337lzB3fu3AneHh8fB6BdklFhsiW6rPshBf6evgV1tAvIuNe4eCxAURSoqipUv1NVFZOTk1izZg0kSVr8CSuMrvtHVWZ/FFn7DRVQVe03AAnAC9/6Jr538vt45/I5bHPtjHn1b18+BwDY9zvfgDQ5gLBeJkna2iP+Rvjf8+6LtNzsfbKsYHJ8DFkZTiB49bzQ58Qm1n0tSRJeeOEFfO9731v6Ptq3D5IkLfhe1KvtRXuPiRaPiGRZxuTkZFITvLR07NOLE+3zB9vMfERrM9H6NNFyWalPx7MNpk5MRRMtYXX8+HG89NJL8+6/ceMGbt++neCozMtuy4XTPx28PXnlp7hz790GRmR+iqJgbGwMqqoKc8ZJURQMDAwgLy9PmJjipiqAPAXJfxuSfAeSPAX472h/+29DkqcgyXe0ZRQ/oAR++7Xf8nTI7emw36p/GgM37XCkfgEb/MGkkgR1JrkkA6oKKZh00hJOUmgSSpW124ht+PvvrrmDP5CAz/o+xKXOi9ha9MSiz7nUeRFX+i7BJgG/u/ZtyP/jH5a5U2MnK4A6tRZy6niU8bgSVIQkvSQbMO82oKg23PCvRWrKBGw2CYAtJAkGBFauSjZ8K+PWMvaRhG/lfYrbr70wE8NMPHOSdjIkXL+VioK7ZdgkREzqqWG3bbPbFLYeG/q/kLB+DWCTQpcL7CwJath+mdnesOUkrffMWy40AWjT1hO6v+bGDGjbNTaFfGfazHt+7jaFbEfweTOvKyF4W42yvcF4A8vO2Q6E3D+7/+Zvb+B+NWL7hC+nznt8fnsElwnZ7xFvA/D7/ejr60NaWhocDkt+ZLIUS/wfSzCRPn/IsoyhoSF0d3dj06ZNyM7Oht1uNzQmWpxo7zOR+jRZQLBEVY1+X6RlFl02+Aku4mOhz1dUBeNjY8DtMUhp6+I+wSuSeOa6NfWnLKfTOW901MjISNSr8h0+fBg1NTXB2+Pj49i4cSNycnKwdu3aRIZqbjnZkC6mAzPzsaybug4k6SpfVqUoCiRJQk5OjlD/RGO5ElpCKDJwZxyYmgSmvgj5mZx3nxR6e/qW1i/9dwD/LUCeXvy1luF+AJhawhODuQAb4qmgduWm4F9/pQB//OM+vHrhGJ7f9Z0FEy+XOi/i1QvHAAD/+isFKMpZs4Rgl84BFZukcaSkOBBMOC0q9J/0zFkVCShOGdL+XuREy/3pWMY+Wo/7UgeB8cFFo9wMADqcv1gLAGPLX49eMgHgmtFRCEqyAVCR61eQ8mlKeKIrNPkVMZEWmixcbLk5idfQ5RZ9DhZfd8Rk3myCMvwDb4T3baTHl/AcdUmvg/n3RXzO7GP5kgRMxvec2Lcn0nOiHOsifZGI58uFnvP3hKxLVRWsnpzEmtE1kKSlfP6IMa4F4u+5PoKm1r/HK2+8i4GR2S8teZnpeOGZx1G5+3Hckx8yVYeucxnFsK6YX2+p61rgy+285dUIfy7wpTYw6jqedYfdv/i6oapYDwA3Yll2sdebu1D8X/xVRcG6W7dx111p899iMe2HBZaPJwGx0PIL7uNYkhthDy49jojrTsQ2xvjcmJdZZN0Rlwn5I+o2LtSHjaQia9qPlBQH1H1/F3LizHzS0tJiXlZSTTxzndfrRUVFBdrb24P3ZWRkoLOzM2pyKtT4+DjWrVuHsbExJqYW03oA6P9I+zvnAeBrjcbGY3KKomBwcBC5ubnCJKZUVcX4+DjWrl27/KHZigLcGgVuDgE3h4FbPuD2WISfmfvvJO/KcUulqsC4sgprbXeSeuLCL6vY2/gLtH40DADYXPAontyyGw9vehwOewr88jQ+7n4Xb18+hyt9lwAAe7ZmoaXqS3DYk3uGRVGBkSk7MlNnRhYtUbz7OtH7SK+2N6oPmSUeEenVpyk52KcXpwLw+6fhcKTEfPpAL35ZRU1LBxp+0gcl5NtHqiMteDEKALBJwP6vFKC+vDjp/8docaK9z4zs00SJENanK38MCPJdcSniybeYesSUy+UKu+31erFjx46YklIUp5wHZxNTw58D/inAkWpsTKQrVVUxMTGB9PT0hRNT07eAievA5KCWePpiaOb3sJaEujkE3BzRStfMwp4C2FIAuwOwp2p/2+za3zOPqTYHJm6tQvpaByS7XXtcsgFS6N8zPza7dn/Y7QiPhT0v5Ox7yGgGB4CzTyqoOfEKGv7ib/BZ34f4rO9DABE+zNts2P9bz6D+P1TDkRI6x9PMnypC2iVkTqvQM0lx3Yew+xTZjxvXhuAszNJK8GJZV9j8WtptVVEwMTaN9LX22WHPc+fhUpXg3w4VOFv/NGoafoiGcz9dZB9J2P/MDtRX7YLDbou4PqhqcD/Jfj8Gx2+hY0RGcYaE3PRU2G22ecstFF9gOVWF1ofSbs1sV/TXjbRfFl8udF8vTgUwIa9Cuu0OP8xHoQKYVFYhAzeNDoViwD4trvknELbhyS278cimx2G3OyDLfnzU/S7euXwOn/V9iNM/7kP38B2crU7+SRZaGN9nRJQIph4xBWjJqMbGRjz22GN47733cPjw4ZgTUxwxFYfPLwAXvjt7+zf+G5D7oHHxmJyII6aCFBmY6AfG+2Z+9wOT12d/3/IlPyabHUhdDaSumflZrf2k3A04VgGONCAlTfsd+jPvvpllHTPJJ3vqTHLIHB+trl69CrfbjaamJgwMDATvz8vLQ2VlJaqqqrBx40bD4hOhX+u1j3p6euB2u3HmzJl569m3bx+qqqpwzz33JGQblk1dOEGmLRMtkYYYl4u0PizxdRFHfHOXU+OIb04CL4blFEXGxPg40tPXaEW4CXldfWKdH8NiSd15HSe8D0W9L8JzIpWpRH1OpMeW8TpRXyNZz0GExxd6jorYS51jEPP/r5mSSqiYnppGSmoKpEVLKvVz8AeXcbqtCyn21JhLrqflKRwovRenvvkQYtpnce4LXcT0mjGUgC5YMhtDeelCcei67mhxx1jmGnXdkZaNFnP48iqAW8FSvkhlykZtYzzLJruPxLKNUZZdcN0LrHfBZRZYTyx9PaGvE2WZWNppia+jABgbG8O6dU7YHvw103xPiSSefIvpE1PLwcRUHMb7gL/4xuztX/63wENfMy4ekxPhCzxujwNjVwHfVcDXA9XXA9+NfjhvdkFS/Yl5zZS7gbR10X9WrQFS02cTT4EklGOV4QdlVVXh8/ngdDqXX+q4TIEJY3t7e1FYWCjMhLGyLKOjowPFxcXLikePfb3UfeT3+1FTU4OGhoawK4lEHJ22fz/q6+tjnhRbpD4kYjwi0qtPU3KwTy/OiM8fPT09KCoqgqIoqHzqpZgvUtH05hHYbDZ0dXUZetKFwon2PhPiMzWRjqzUp1dMKR8lUfp6IG2tlswAgBufGhsPxU6RAV8PMNyhlWGOzPy+GX7hAFUFbvnTsc7hjy8HJNmAuzKA1dnA3dnA3Zmzf6/OBu7OAtKcWuLJxOWfqqri1q1bWLduneEfxOx2O3JyciDLsjAT6MuyjOvXr+Pzzz/H6tWrkZ+fv+Qv8nrs66XsI7/fj71796K1tRVADKUmp0+ju7sbZ8+ejSk5JVIfEjEeEamqijt37mAFn8MzFfZpMbndbiiKgs0Fj8aUlAKArUVP4P6CrbjSdwlutxtHjx5NcJQUK77PiCgROGKKI6Zi9zeHgKszl57P2AQ8++fGxmNiCcuEy9NaAmrwF1ryafhzYKQTkJdyKbkZ9lQgPV9LTob9zgdW52hJKRtHEqxUpi55m+PgwYM4ffp0/KUmBw7g1KlTSYyUksVKZy2JgOT3aVmWUVhYiIGBAbxQdgTbXDtjfu4H3rfwyvnvIi8vD729vRy1SBHxOE1WY6U+zVK+GDExFaf3/wxof3X29m//lTY6huKmywFHVYHJAWDgMjD4ifYz9NnSklA2B9S1GzCcthFZeRshZWwC1m0A1hZoiSeeEYOqqhgeHkZWVpYQZwiNjifRJW96bFs860lGqYnRbSZ6PKKRZRkDAwP4+c9/joceegh5eXn8Yiw49unFJfsLz8DAAPLz8wEAL+/7Eez22Is1/PI0vn3m6eB6cnNzExIjxUe095mVvsQTAdbq0yzlo8QoeBRoD7nd/yFQ/KsGBbMCqSow3gv0XwL6PtR+Tw4s+rQwNgeQcS+QVQxkugDnPdpP+nqokOAfHISamwvJ5AfBRFBVFX6/H6qqCvFBzMh4klHypse2xbOeZJSasA+Zg5VGAa407NPimZycBKCdtIgnKQUADntK8GTHxMQEE1OC4PuMiBKBI6Y4Yip2/ing1a/Ojsh58Blg5783NiaTijkTfnMEuPp/gGvvaYmoL27E/iKr0oHs+4HM4tnfGZsAe8ryN4BWNKuVvLHUhIDEjgIkEgVHTJHVWGl0CRFgrT7NEVOUGI5UIP8hoNej3e77wNh4rEj2AwM/15JRV/9BmyMqFvYUIOt+IO9LQO6DQO6XtLmg4jiTpaoqbty4gZycHJ4Bi0C0/WNUPD09PWhoaACARZNSgDaq6Pld30HTm0fQ0NCA3//934+p5E2PbYt1PUNDQ8GRMY9sejyu13h4ZvmBgQEMDw8v+MWJfUhciR4FSMnBPi2e7Oxs5OXlYWBgAB91vxtX4v/j7ncBaKMVs7KyEhUixYnvMyJKBH6aovgUlMwmpsauAZM3gDU5xsZkdlNfAD0/BTrf0RJS0zcXf07qGmD9I8D6rUD+I0DWfaa+4h2ZhxWvrsRSE6qpqUFra2vUUYB2uwPbXDuxzbUzOAqwtbUVNTU1Qo4CJBKF3W7Hvn37cOzYMbxz+Vxciam3L58DAFRWVnI0KhGRxZl7bBglX8G28NscNbU0t0axqvM8pL+tBf6/3cCFo4D3J9GTUqmrgU2/DHz53wBfawK+9Qbw9HFg69e1UVLLTErJsozBwUFMTExgcHAQsiwva31WJEkScnNzhTk7aEQ8sizjzJkzAIAnt+yJ67k7Z5ZvampatH/ptW2xrmfNmjUAgCn/bciyP67X8MvTwTKv9PR0XeJJFtHiMcpSRwECQENDA65evZrwGCk27NNiqqqqgs1mw2d9H+JS58WYnnOp8yKu9F2CzWZDVVVVgiOkePB9RkSJwMQUxSfnASDlrtnbTEzF7s4E8I8/BN74NqQf7MUaz59oI6SUKF+Ec34J2PZNYPdp4Hdagae/BzxSAeRsBnSqN+7p6UFdXR0KCwuRn5+P++67D/n5+SgsLERdXR16enp0eR0rUBQF169fD5t7xkhGxKNnydtC9Nq2WNcTKDUBgI9mSkdiFU+pCfuQmJYzClBRFLjd7gRHSLFinxbTPffcg/379wMAXr1wbNHkVGBUIgDs379/0fJvSh5ZltHf34+f/exn6O/v54lMItINE1MUH7tDKx0L6G3XrhZHkfmntBK9N/8T8N+/Brx1UkvmRdpnKXcBrq8A/+w7wG//FfA1N/BPKrWSvTjLixYNy+/HwYMHUVRUhGPHjgWTDamONABa8uDYsWMoKirCwYMH4ffHN4rEiiRJgsPhEOYMoRHx6FHyBgATExMLLqvXtsW6nkCpCQC8M1M6Eqt4Sk1E6kOBUZJXr15d0aMkkzUKkJJDpPcYhauvr8fu3bsxLU+h6c0jOPXG7+ED71vwy9MAtNGnH3jfwstv1KDpzSOYlqewZ88e1NfXGxw5AeEnMgsKCvDlL38ZBQUFPJFJRLrhVfl4Vb74XXoN+Nl/nb299xUg+z7j4hHR0OfAJ61Ax99pI6XmUAH4/dNwrM6CdO8TQNGTQOGOpMwTFe8kvwCwe/duTvJLlr66Uk9PD4qKiqAoCiqfeimmkTOXOi+i6c0jsNls6OrqMsVZ/Z6eHrjdbpw5cyaYkAa0EV/79u1DVVUV7rnnHgMjTC4r92miSIy82hOvfGk+ZmgzK13BjAiwVp+OJ99i7i0lY9z7y+G3u942Jg7RTN0EPvlfwP+sBs6+APziXMSkFFalQ33g1zD25EtQv/k/ga/UApseT9rk5aGT/FY+9RIOPvOH2ObaGfxCFpjk9+Az30flUy8hxZ4anOR3JVMUBX19fcKUiBgRTzJL3vTYtnjWk4xSEyP7EEdJRpasUYCUHKIdpymcw+HAqVOn0NXVhbq6uuD/k0CCIy8vD3V1dejq6sKpU6eYlDJY4ETm6dOnZ8qdt+GFsiN4ed+PUP/CD/Hyvh/hhbIj2FzwKBRFwenTp7F3794V8/+DiPTFEVMcMbU0zc8DI53a35kuoOLPDA3HUEOfA5+cA660RZ+83J6qJZ/ufwrY+E+gSHZDMuErZVSI3mRZxo0bN9DX14eCggLk5OQYfoUgVVXh8/ngdDqTWrZSV1eHY8eOYXPBozj4zPdjft7Lb9TgSt8l1NXVLXpVPr22Ld71zB9N+Cie3LIbD296HA57CvzyND7ufhdvXz6HK32XAAB79uxBS0tLTF+gjGozjpKMjiOmrMWo95iZiHQmXpZlDA0Nobe3F4WFhcjOzjb8fyvNOnjwIE6fPh31aqWhAidrpuUpHDhwIKlXKxWpTxPpwUp9Op58CxNTTEwtzXuvAJ4/n7399R8A6zYYF0+yKQrQ81Pg49eBmS9yEa3fCmx+GijaCaxaE/J0Yw44yUgqWAnLnuazenLTDGUL8TLLlwsjyLKMwsJCDAwM4IWyI3Fdyv4D71t45fx3kZeXh97eXn6hJlOw0hceShwz/a9nnyarsVKfZikfJV7Rr4Tf7nzHmDiSbeom8POzwGvfBH70HyMnpValA488Czz758DuU8AD/zIsKWUUTvIbOzOUPSmKgmvXriW9ZCVZJW96bNtS1pPIUhMj2qynpwcNDQ0AsGhSCtCuNvf8ru8AABoaGnD16tWEx2ikZE18T8lh1HGRlo5tJiZerZSIkk3s07wkrqxiIH09MNGv3e66CDz6DWNjSqQvhoGPm4FP3gCmJiMvs34r8OBubXRUkuaLisfQ0FAwwfLIpsfjeu7DM8sPDAxgeHjY0iUr8ZY9nT59Gt3d3Ukve5IkCenp6YaUq9TX16O7uxutra1oevNIzCVvsV5dSa9tW856Nm7ciKNHj+LFF1/E0NAQ+vv7sX79+iWXmgTKQYeGhuBwOJJWDrqcLxdX+i7B7XZbfpRkVVUVjh8/js/6PsSlzosxjwy40ncJNpsNVVVVSYiSYmHkcZGWhm0mnuWeyLzSdwlNTU148cUXmbQnopgxMUVLI0nAvU9oyRoAGPg54LsKOMUt0VmS8X7g0l8An/5vQJ6a/7g9Fbi/DHi4XJtrS2B6TPI75b+NiYkJSyemQieHjzTCJDA5/DbXzuBooMDk8Mkse5IkCevWrUva64VyOBw4e/ZssOTts74Pg3MT6VHypte26bEeu92OvLy84MipeBlZDsovF7EJjAI8ffo0Xr1wLOZyRyD2UYCUHEYeF2lp2Gbi4YlMIjICS/lo6e5/Kvz2P/7QmDgSwdcD/Pg48NpvaVfXm5uUuisD2PG7wG++BvzKIeGTUgCwZo1WTjjlvw1Zjq/0zC9PB5MN6enpuscmCjOVPSmKgp6eHsPKHxJd8qbHthm5HhHKQfX8cmF19fX12L17N6blKTS9eQSn3vg9fOB9C355GoB2DPzA+xZefqMGTW8ewbQ8FdcoQEoOo4+LFD+2mXh4tVIiMgJHTNHS5WwGcn4JuPGpdvvTv9GSNQKWscVstAtofxXw/gSIdF2AzCLgka8Dxb9quu3Mzs5GXl4eBgYG8FH3u3FN8vtx97sAtGRDVlZWokI0nJnKniRJQkZGhuHlD6Elb4ODg/jkk0/w4IMPIjc3d8mjbPTaNqPWI0o5KEdJxi7RowApOUQ5LlLs2GbimXsiM96rla6EE5lEpD+OmKLleeDXZv++PQZ0LzwRsrDG+7URUs3/Cuj48fykVO6DwD//HrD3T4Ffetp0SSmAk/wuxmyTw4s2L0eg5O1LX/oS8vLyltVPRJhjajnrCS0HrXzqJRx85g+xzbUz+OE+UA568Jnvo/Kpl5BiTw2Wg+qJoyTjk8hRgJQcoh0XaXFsM/EETmQCwEczJyZjtVJOZBKR/piYouW5bxeQctfs7U/eMC6WpfhiGLj4R9pV9j77W0CdM5S84FHgq/XAr/8JcO8vAya/ZGdVVRVsNltwkt9YrJRJfs1W9qQoCrq6uoQqf1AUBX19fbqUzumxbUasR6RyUH65WJrAKMDe3l709vbir//6r4N/Hz16lHNKCUzE4yItjG0mHp7IJCIjmPtbNhkvdTVQvGv2dq8HGPzEuHhidXsc+IdG4C+/AVz+K0CZM5pgww5gTwPwzMvAhu3aZO8WEJjkFwBevXBs0eTUSprk12xzKkiShJycHKHOMutZOqfHthmxHpEusc0vF8sTGAX4yCOPLHsUICWHiMdFWhjbTEw8kUlEycbEFC3flt8Iv/3+nxkTRyymbgKePwf+4uvAh/8/4L8T/njeQ8AzfwR89ftA/kOGhJhonOQ3MrOVPUmShNWrVwv1YV6SJNx11126JIL02LZkr0fEclB+uVgevfo0JZ4syxgcHMT169cxODiYtLJqWh4R/5cRT2QSUfIxMUXLl30fUBQykfbVfwAGLhsXTyT+KeCjZi0h9d4rwNQX4Y9n3Qc8/QfAnj8GCrYZE2OSBCb5PXDgQPAL6yvnv4tvn3kaNa98Fd8+8zReOf/d4BfTAwcOoKWlxfLzqZit7ElRFHR0dAhV/qAoCq5du6ZL6Zwe25bs9YhYDsovF8ujV5+mxOnp6UFdXR0KCwuRn5+P++67D/n5+SgsLERdXR16enqMDpEWIOL/MtLwRCYRJRMTU6SP7c+H337/TyNf1S7ZZL8279Vf/ibw0z/WJmgPtW4DsOs/A19rAjZ92TIle4vhJL/zma3sSZIkFBQUCHWWWc/SOT22LdnrEbUclF8ulo5lRuLy+/04ePAgioqKcOzYsWBSOPA+GhgYwLFjx1BUVISDBw/C749vJCwlh4j/y0jDE5lElEySqoqQPTDG+Pg41q1bh7GxMaxdu9bocMzv/BHA+5PZ27v+szY5uhEUBfD+nVZWOHZt/uNrcrVk2uanAVvy5w1RFAWDg4PIzc2FTYAJ1WVZxvDwMCYmJpCeno6srKwVOZ9KT08PioqKoCgKKp96KaY5gi51XkTTm0dgs9nQ1dW1okeYiNavk21gYAD5+fkAgJf3/SjuS2x/+8zTwfXk5ubqGpvf70dNTQ0aGhrCRiakOtKCCWkAsNls2L9/P+rr6/nlAuzTovL7/di7dy9aW1sBAJsLtuHJLbvxyKbHYbc7IMt+fNT9Lt65fA6f9X0IANi9ezfOnj274vs1+zQtxdWrV+F2u9HU1BRMAgPaiczKykpUVVUZ9vmHfZqsxkp9Op58i7m3lMSy418BtpAPfH//MnBrNLkxqCrQ+TZw9neBC0fnJ6XucgKPHwCe+wHwwFcNSUqJyG63Izs7G4qiIDs7e0UmpQBzlT0pioIrV64IVf6gKAp6enp0KZ3TY9uSvR6Ry0E5SnJp9OrTpK+amhq0trYixZ6KyqdewsFn/hDbXDuDyWC73YFtrp04+Mz3UfnUS0ixp6K1tRU1NTUGR05zifi/jOYLvVppf38/2tra0N/fz6uVEpFuOGKKI6b09f6fAe2vzt52fQUofTHxJXKqCvT8TCshHPps/uOpa4CtXwce2guk3p3YWGIgYiZcVVVMTU0hNTV1RQ+pn38m/lE8uWU3Ht70OBz2FPjlaXzc/S7evnwOV/ouAQD27NmT9OHrIraXLMvo7e1FYWHhspKbem2bEeupq6vDsWPHsLngURx85vsxv8bLb9TgSt8l1NXV4ejRo0uONVayLGNoaAjDw8PIyspa0QnphejVp0k/HNm6PKJ9/hDxfxktTLQ2E61PEy2Xlfp0PPkWnhIlfW37JtD5FjDSqd32/kS7Ct72byXm9VQV6PUA750BBn8x/3HHKuChci0plcbk40IkScKqVauMDsNwgTkVAmVPn/V9GCwFEansScT2kiRJlw+qem2bEeupqqrC8ePHg1fBi/VLc7Kvgme325GXlxccOUWR6dWnST9utxuKomBzwaMxvb8AYGvRE7i/YCuu9F2C2+1OSvKXYiPi/zJaGNuMiBLB3Ck4Eo89BfiV/xBeIvf+nwKfvanv6ygK4H0L+Ov/F/hhzfyklD0VeLgc+MZfAv+0ikmpGCiKgk8//ZTD6WGOsicR20tRFHR1delSOqfHthmxHrOVg4rWh0SjV58mfciyjDNnzgAAntyyJ67n7pxZvqmpCbIs6x4bLQ2PQ+bDNiOiRGApH0v5EuPT/w385A9mb0sS8E//H+CR55ZX1jd1E/j8PPDR65EnNbc5tLmjtv02sCZn6a+TYCIO0VRVFbIsw263c3TAHIGyJ5/PB6fTKUTZk4jtJcsy+vv7sX79+mWX8umxbUatx0zloKL1IdHo1adJHyJfYMAsRPv8weOQ+YjWZqL1aaLlslKfZikfGe+X/gUw3gt4/rt2W1WBn/0JcONT4Mv7gdXZsa9LUYDrHwGf/a1WGjh9a/4ykk27wl7J7wBr1+uyCSuNJEmw2WxCfMgQTaDsKScnR5h/ECK2l14xmX09ZioHFa0PiYb7SCyTk5MAtPdRPEkpAHDYU4Lvv4mJiRWbmBIN32PmwzYjokQQ4xsWWdOOF4CHK8Lv6/g74LVvakmq4Q4tYRXJnQng6v8B3v1j4C9/E3jj32qjsOYmpRyrgC2/Djz3P4Cv1DIptQy8Ms7CRNs/osUD8Kp8ocxSDipaHxINr8onljVr1gDQ3key7I/ruX55Ovj+S09P1z02Whoeh8yHbUZEicBSPpbyJd4vzgEX/whQI/wDS1sHZBYBq9K1UU+3fMDkIDDRv/A609YCW74GbPkN4C5nAoJOLFGHaCqKIlQ8ohFt/4gYz/Xr15Gfn7/suPTaNlHWI8syhoeHMTY2hnXr1iErK0uI0jDR+pBo9OzTtHyyLKOwsBADAwN4oewItrl2xvzcD7xv4ZXz30VeXh56e3uFeP8ZQcTPHzwOmY9IbSZinyZaDiv1aZbykVi+tAfIug/4+5e1Ur5Qt8eAmRKXRUk2YMNjwOZ/Dtz7hDZainSjqioURYEkSRyeHYFo+0e0eIDZmJZ7vkOvbRNpPXa7HTk5OcjMzBRmXg4R+5Bo9OrTpA+73Y59+/bh2LFjeOfyubgSU29fPgcAqKysXLFJKRHxOGQ+bDMiSgRzp+DIPPK2AL/+34BfqQVyHoj9eZINyH9Imzj9t5qBf3kSuG8Xk1IJoKoqOjo6+AUsCtH2j2jxAFpM165d0yUxpce2WXU9ehEtHhHp1adJP1VVVbDZbPis78NFr3oZcKnzIq70XYLNZkNVVVWCI6R48DhkPmwzIkoElvKxlM8Yo13AtfeBES8wdhXw3wEUP7BqLXB3JpBxL5C9Gcj9kla2ZzFWGqJJFMB+TVbDPi2mgwcP4vTp00ixp+L5Xd/B1qInoi57qfMiXr1wDNPyFA4cOIBTp04lMVLxsE+T1bBPk9VYqU+zlI/El3Gv9kPCUFUVU1NTSE1N5dDsCETbP6LFA8zGpMfIIj22zarr0Yto8YhIrz5N+qqvr0d3dzdaW1vR9OYRbC54FE9u2Y2HNz0Ohz0FfnkaH3e/i7cvn8OVvksAgD179qC+vt7gyGkuHofMh21GRIlg7hQcEelGVVX09PTwC1gUou0f0eIBtJiuX7+uS2JKj22z6nr0Ilo8ItKrT5O+HA4Hzp49iwMHDgTL+l45/118+8zTqHnlq/j2mafxyvnvBsv3Dhw4gJaWFkOufkkL43HIfNhmRJQILOVjKR8ZwEpDNIkC2K/JatinxXf16lW43W40NTVhYGAgeH9eXh4qKytRVVWFjRs3GhihWNinyWrYp8lqrNSnWcpHRHFTVRW3b99GWloah2ZHINr+ES0eQIvpzp07uows0mPbrLoevYgWj4j06tOUOBs3bsTRo0fx4osvYmhoCENDQ8jOzkZ2djavvmcCPA6ZD9uMiBLB3Ck4ItKNqqro6+vjF7AoRNs/osUDaDHduHFDl8SUHttm1fXoRbR4RKRXn6bEs9vtyMnJQVpaGnJycpiUMgkeh8yHbUZEicBSPpbykQGsNESTKID9mqyGfZqshn2arIZ9mqzGSn06nnyLubeUiHSjqiq++OILngGLQrT9I1o8gBbTrVu3dBlZpMe2WXU9ehEtHhHp1acpOdinzYdtZj5sMyJKBCamiAgAS1YWI9r+ES0eQItpdHRUlwSOXiWBVlyPXkSLR0R69WlKDvZp82GbmQ/bjIgSgaV8LOUjA1hpiCZRAPs1WQ37NFkN+zRZDfs0WY2V+jRL+YgobqqqYmJigmfAohBt/4gWD6BvyZse22bV9ehFtHhExJIVc2GfNh+2mfmwzYgoEZiYIiIALFlZjGj7R7R4AC2m8fFxXRI4epUEWnE9ehEtHhHp1acpOdinzYdtZj5sMyJKBJbysZSPDGClIZpEAezXZDXs02Q17NNkNezTZDVW6tMs5SOiuKmqirGxMZ4Bi0K0/SNaPIC+JW96bJtV16MX0eIREUtWzIV92nzYZubDNiOiRGBiiogA8AvYYkTbP6LFA2gx3bx5U5i5mKy6Hr2IFo+I9OrTlBzs0+bDNjMfthkRJYLD6ACISAw2mw0bNmwwOgxhibZ/RIsH0GLKy8tb9rBjvbbNquvRi2jxiEivPk3JwT5tPmwz82GbEVEi8JMWEQHgZJaLEW3/iBYPwMnPk7UevYgWj4g4+bm5sE+bD9vMfNhmRJQITEwREQDtg8atW7f4QSMK0faPaPEAWkx37tzRJYGjx7ZZdT16ES0eEenVpyk52KfNh21mPmwzIkoElvIREQBtaHZBQYHRYQhLtP0jWjyAFlNOTo4upXx6bJtV16MX0eIRkV59mpKDfdp82GbmwzYjokTgJy0iAqCdARsaGuIZsChE2z+ixQNoMfl8Pl1GFumxbVZdj15Ei0dEevVpSg72afNhm5kP24yIEoGJKSICoH3Q8Pv9/KARhWj7R7R4AC0mWZZ1SeDosW1WXY9eRItHRHr1aUoO9mnzYZuZD9uMiBKBpXxEBEAbmp2fn290GMISbf+IFg+gxZSVlaVLKZ8e22bV9ehFtHhEpFefpuRgnzYftpn5sM2IKBH4SYuIAGhnwAYHB3kGLArR9o9o8QBaTCMjI7qMLNJj26y6Hr2IFo+I9OrTlBzs0+bDNjMfthkRJQITU0REREREREREZAiW8hERAECSJOTm5hodhrBE2z+ixQNoMWVmZkKSpGWvR49ts+p69CJaPCLSq09TcrBPmw/bzHzYZkSUCCs6MRUYgjo+Pm5wJLTSKIqCiYkJpKWlCTN3iaIouHHjBi+NHoVo+0e0eADA7/eju7sbqampcDiW/u9Fr22z6nr0Ilo8ItKrT1NysE8vTrTPH2wz8xGtzUTr00TLZaU+HcizxFL6u6I/ZU1MTAAANm7caHAkRERERERERETWMjExgXXr1i24jKSu4JnrFEVBX18f0tPTOUyfkmp8fBwbN27E1atXsXbtWqPDIdIF+zVZDfs0WQ37NFkN+zRZjZX6tKqqmJiYQEFBwaKjv1b0iCmbzYYNGzYYHQatYGvXrjX9AYdoLvZrshr2abIa9mmyGvZpshqr9OnFRkoFmLtokYiIiIiIiIiITIuJKSIiIiIiIiIiMgQTU0QGWLVqFY4cOYJVq1YZHQqRbtivyWrYp8lq2KfJatinyWpWap9e0ZOfExERERERERGRcThiioiIiIiIiIiIDMHEFBERERERERERGYKJKSIiIiIiIiIiMoTD6ACIVhqPxwMAKCkpgdfrhc/nQ0lJicFREcXH4/GgsrIS7e3tYfd7vV60tLTA5XLB6/WiqqoKTqfTmCCJ4hCtT/OYTWbl8XjQ1tYGAHjvvffQ1NQUPB7zWE1mtFCf5rGazCjQn30+H9577z0899xzwX674o7TKhElVVVVlQpABaCWlpaqo6OjRodEFJfm5ma1vb1djfQvpKSkJPh3R0eHWl5enszQiJZkoT7NYzaZ1YkTJ8L+Dj0+81hNZrRQn+axmszI6XSq7e3tqqqqamNjo+pyuYKPrbTjNEv5iJJs+/btGB0dxejoKM6fP2/tzDdZUnl5ecSzkF6vN+y2y+UKngkiElm0Pg3wmE3m5PF4cPz48eDt8vJyeDweeL1eHqvJlBbq0wCP1WROzc3NYZ8/Qke1hloJx2kmpogM4HQ6+Q+TLKetrQ2ZmZlh92VmZgaH1xOZFY/ZZDYlJSVoamoK3vb5fAC0YzKP1WRGC/XpAB6ryWxKS0uDfzc3N6O6uhrAyvxMzTmmiJLM5/OhpaUFgFYfX11dDZfLZXBURMsX+JA418jISHIDIdIRj9lkVuXl5cG/X3vtNZSWlsLpdPJYTaYVrU8DPFaTeXk8Hrz22msoKytDVVUVgJX5mZqJKaIkC524zuVyoaysDB0dHcYGRZRA0f65EpkBj9lkdoEv7HMn9o+0HJEZROrTPFaTWZWUlMDlcqG2thYtLS1hCdi5rHycZikfUZKF1gwHrrIwt46YyIycTue8MzkjIyMcVk+mxmM2mV1tbW3YnDs8VpPZze3TAI/VZG5OpxMVFRWoqKiAz+dbkcdpJqaIksjj8WDXrl3z7p9bQ0xkRqF18qF27NiR5EiI9MFjNpndyZMnUVtbC5fLBZ/PB5/Px2M1mVqkPs1jNZlRW1sbMjIygrcDpader3dFHqeZmCJKIpfLhRMnTgRvt7W1oby83NLZb7K20CHFc+dy8Hq92LFjB/s3mcrcPs1jNplVS0tLsETE5/Ph9ddfh9Pp5LGaTGuhPs1jNZlNZmZmWALK4/HA6XQG+3iolXCcllRVVY0Ogmgl8Xg8aGtrg9PpREdHR9g/UiIzaGtrw/nz53Hy5EkcOnQIjz32WLAe3uv1orGxEY899hjee+89HD582NL/RMkaFurTPGaTGXm9XhQXF4fd53Q6MTo6Gnycx2oyk8X6NI/VZEYtLS3Bkr3z58/jxIkTYSOnVtJxmokpIiIiIiIiIiIyBEv5iIiIiIiIiIjIEExMERERERERERGRIZiYIiIiIiIiIiIiQzAxRUREREREREREhmBiioiIiIiIiIiIDMHEFBERERERERERGYKJKSIiIiIK4/V64fF4DHv9trY2w16biIiIkouJKSIiIjIVt9uN7du3Q5IkZGRkYPv27Th58iR8Pl/SXl+SJHi93oiPFxcXo6KiIqExVFdXo6ysLCHr9vl8qKiogNPpTMj6Y5Wo7SMiIiKxMDFFREREplFRUYHq6mqUlpaivb0dFy5cwHPPPYfjx4/j/fffNzq8JSkrK0NxcbHRYQTt2rUL1dXVcLlchsVQWloKp9OJ6upqw2IgIiKi5HAYHQARERFRLKqrq9HW1ob29naUlJQE7y8pKcGhQ4cMjGx5KioqEjbaq6WlBeXl5TEv39bWBp/Ph6qqqoTEE48TJ06guLgYJ06cMHz0FhERESUOE1NEREQkPK/XC7fbjcbGxrCklBUkKgnk9XpRUVEBVVVjfk5tbW1ciaxEcrlcKC0txfHjx3HixAmjwyEiIqIEYSkfERERCa+xsRFA4pI4pM0t5fF48NxzzxkdSlBFRQVaWlqMDoOIiIgSiIkpIiIiEp7H44lrziOPx4OysjJkZGQgIyNjXrncyZMnUV1dDbfbjeLiYkiSFPeE5dHK70ZGRubdd/LkSRQXF0eMJdJE5rW1tcHYa2trUVFRgYyMDLjd7rDlAhPBB9YbUFFREZy3SpIkSJKE2traBbcnMEdXpBFp1dXVwf0Vuk/nxjp3TqilPi9gx44d8Hq9SZvYnoiIiJKPiSkiIiIS3sjISFyJKa/Xi+rqanR2duLChQvweDxhiZuOjg643W74fD40NzejsbERLS0tcSWnAlcGnPszN4lSW1uLxsZGNDc348KFCwCAysrKqOs9efIk2tra0NnZiebmZrjdbpSVlaGzszNsxFhbWxs6OjrQ3NyMpqYmtLS0BBNXzc3NOH/+PABgdHQUqqouWg7n8XgWnMvJ7Xajo6MD7e3twdcrLi5GVlYW2tvbcfjwYbjdbrS1tenyPADBNjfrxPZERES0OM4xRURERMJzuVzzEhderzfsanaHDh0KJl9C50kqKSlBbW3tvFE5oZOmB0YJVVdXw+fzxTTZdkdHR8RkWWhMPp8PJ0+exPnz54Ov0dzcjIyMjKiv09jYiNraWjidTpSWluLZZ59Fe3t7xDLGwPa6XC64XC60t7cHH8vMzASAmCcOHx4eDj4nmrmvNzIyEtyHhw4dwvHjx+HxeFBaWqrL8wKxc8QUERGRdXHEFBEREQnvscceg8/ng9frDd7ncrkwOjqK0dHRiAmiwAio7du3Ryxjm5uEefbZZwHoOzonkEwrKyubN6pqua8zt+RuuVeuWywhN/f1ApOTh4qU2Frq80JFKo8kIiIia2BiioiIiIQXGC0UmAQ9wOl0RkymVFRUoLa2Fs899xwuXLiApqamZIQZkdPphKqq837mJmcCysvL0djYCK/XC6/Xi9dffz1iieFiyZylxLmQSK8XSwxLfd5yliciIiLzYGKKiIiIhOd0OnHixIng/EsL8fl8aGlpQXNzM8rLy+F0OiOOuJl73+uvvw5Am3BbL6WlpcGr3cXK6/UiMzMT27dvR1lZGU6cOBE1iRWLWMvgsrKyhCuZC4yQW+5oMCIiIhIXE1NERERkCocOHcKhQ4dQVlaGkydPwuv1wuPxwO12hyWZAkmMwKgjj8cTceLvwHO9Xi/cbjeqq6tRVVWlaxLE6XTi0KFD2LVrF9ra2uDz+dDW1oaysrKwssRQPp8PJSUlwUnZl5ooC5Q3ut3u4LYupKSkJGpMRgkkyvRMFhIREZFYmJgiIiIi0zhx4gSam5vx2muvobi4GLt27UJjYyOqqqrCJjdvbGzE66+/Hpxfqrq6et48VCUlJejo6EBZWRlqa2tx6NCheaWCesV84sQJ1NbWIiMjA9XV1aioqIh6lUGXy4WTJ0+irKwMZWVlwav/tbS0xPW6TqcT5eXlqK2tXfAqgAGB5E88o7sSra2tDS6XiyOmiIiILExSVVU1OggiIiKiZKqurobX68X58+eNDiVMYDRVe3t7cNJwn8+H48eP4+TJk0j0x7bt27ejtLQ04ggzI5SVlcHlciUkYUhERERi4IgpIiIiIkF4PB6UlJSEXcnO6XTi8OHDwccT6fDhw4uW/CVLoOxRlCQZERERJQYTU0RERESCKC8vh8fjQW1tbTAJ1dbWhsrKSrhcrrCEVaJe3+VyCZGcqq2t1X3OLyIiIhIPE1NEREREgnC5XOjo6IDX68WuXbsgSVJwfqz29vakxHDhwgWcOHHC0InQ29ra4PV6WcJHRES0AnCOKSIiIiIK4/V64fV6UVpaasjrt7S0oLS0lKOliIiIVgAmpoiIiIiIiIiIyBAs5SMiIiIiIiIiIkMwMUVERERERERERIZgYoqIiIiIiIiIiAzBxBQRERERERERERmCiSkiIiIiIiIiIjIEE1NERERERERERGQIJqaIiIiIiIiIiMgQTEwREREREREREZEhmJgiIiIiIiIiIiJD/F/daEhYuCDLSAAAAABJRU5ErkJggg==", + "image/png": "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", "text/plain": [ "
" ] @@ -1430,7 +1430,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Worst-case torque prediction achieves R² = -0.638045\n" + "Worst-case torque prediction achieves R² = -0.638044\n" ] } ], @@ -1514,7 +1514,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 44, "id": "778f58df", "metadata": {}, "outputs": [ @@ -1578,6 +1578,173 @@ "print(\"=\" * 60)" ] }, + { + "cell_type": "markdown", + "id": "gf4ju6ai5xg", + "metadata": {}, + "source": [ + "### Extract Explicit Polynomial Equations\n", + "\n", + "Since `PolynomialFeatures` + `LinearRegression` is literally a polynomial, we can extract the full closed-form equations for force and torque as functions of the four input variables." + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "t1olo3k5j7q", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "================================================================================\n", + "FORCE POLYNOMIAL — Top 20 terms by |coefficient|\n", + "================================================================================\n", + " Constant: -1.383776e+01\n", + " -5.340149e+03 * invGap^3\n", + " -2.235411e+03 * invGap^4\n", + " +1.376722e+03 * invGap^2\n", + " +9.205603e+02 * rollDeg [deg]^2 * invGap^3\n", + " +6.340440e+02 * invGap\n", + " -5.962319e+02 * invGap^5\n", + " +4.005882e+02 * rollDeg [deg]^2 * invGap^4\n", + " +3.681499e+02 * currR [A]^2 * invGap^4\n", + " +3.595010e+02 * currL [A]^2 * invGap^4\n", + " +3.592905e+02 * currR [A] * rollDeg [deg] * invGap^4\n", + " -3.592904e+02 * currL [A] * rollDeg [deg] * invGap^4\n", + " -2.356399e+02 * rollDeg [deg]^2 * invGap^2\n", + " -1.492356e+02 * currR [A]^2 * invGap^3\n", + " -1.460868e+02 * currL [A]^2 * invGap^3\n", + " -1.315156e+02 * invGap^6\n", + " -1.266494e+02 * currR [A] * rollDeg [deg] * invGap^3\n", + " +1.266493e+02 * currL [A] * rollDeg [deg] * invGap^3\n", + " +1.251491e+02 * currR [A] * invGap^3\n", + " +1.234347e+02 * currL [A] * invGap^3\n", + " +5.262747e+01 * currR [A] * invGap^4\n", + " ... (206 non-zero terms total)\n", + "\n", + "================================================================================\n", + "TORQUE POLYNOMIAL — Top 20 terms by |coefficient|\n", + "================================================================================\n", + " Constant: -2.560964e+00\n", + " -9.101655e+04 * rollDeg [deg] * invGap^3\n", + " +4.700717e+04 * rollDeg [deg] * invGap^2\n", + " -3.973067e+04 * rollDeg [deg] * invGap^4\n", + " +1.915057e+04 * rollDeg [deg]^3 * invGap^3\n", + " -1.794691e+04 * currR [A] * rollDeg [deg] * invGap^4\n", + " -1.794691e+04 * currL [A] * rollDeg [deg] * invGap^4\n", + " -1.076582e+04 * rollDeg [deg] * invGap^5\n", + " +8.596591e+03 * currL [A] * invGap^3\n", + " -8.155426e+03 * currR [A] * invGap^3\n", + " +5.456996e+03 * currR [A] * rollDeg [deg] * invGap^3\n", + " +5.456996e+03 * currL [A] * rollDeg [deg] * invGap^3\n", + " -3.769444e+03 * rollDeg [deg]^3 * invGap^2\n", + " +3.652133e+03 * currL [A] * invGap^4\n", + " -3.464337e+03 * currR [A] * invGap^4\n", + " -2.679629e+03 * currL [A] * invGap^2\n", + " +2.538618e+03 * currR [A] * invGap^2\n", + " +1.385161e+03 * currL [A]^2 * invGap^4\n", + " -1.269193e+03 * currL [A] * rollDeg [deg]^2 * invGap^3\n", + " +1.235618e+03 * currR [A] * rollDeg [deg]^2 * invGap^3\n", + " -1.145728e+03 * currR [A]^2 * invGap^4\n", + " ... (209 non-zero terms total)\n", + "\n", + "Full equations (all 210 terms) saved to: polynomial_equations.txt\n" + ] + } + ], + "source": [ + "import re\n", + "\n", + "# Extract the explicit polynomial equations from the fitted model\n", + "\n", + "feature_names_raw = poly_best.get_feature_names_out()\n", + "\n", + "# sklearn already uses the real column names from our DataFrame.\n", + "# Term separators are spaces followed by a lowercase letter (start of next variable),\n", + "# while spaces inside names like \"currL [A]\" are followed by \"[\".\n", + "def prettify_term(raw_name):\n", + " if raw_name == '1':\n", + " return '1'\n", + " return re.sub(r' (?=[a-z])', ' * ', raw_name)\n", + "\n", + "pretty_names = [prettify_term(n) for n in feature_names_raw]\n", + "\n", + "# The full prediction is: y = intercept + sum(coef_i * feature_i)\n", + "# where feature_0 = 1 (bias from PolynomialFeatures), so the effective\n", + "# constant term = intercept + coef_for_bias_column.\n", + "\n", + "force_coefs = model_best.coef_[0]\n", + "torque_coefs = model_best.coef_[1]\n", + "force_intercept = model_best.intercept_[0]\n", + "torque_intercept = model_best.intercept_[1]\n", + "\n", + "# Combine intercept with the '1' term coefficient\n", + "force_constant = force_intercept + force_coefs[0]\n", + "torque_constant = torque_intercept + torque_coefs[0]\n", + "\n", + "def build_equation_string(coefs, intercept, names, threshold=1e-10):\n", + " \"\"\"Build a readable polynomial equation string, skipping near-zero terms.\"\"\"\n", + " constant = intercept + coefs[0] # combine intercept with bias column\n", + " terms = [f\"{constant:.10e}\"]\n", + " for name, c in zip(names[1:], coefs[1:]): # skip the '1' term\n", + " if abs(c) > threshold:\n", + " terms.append(f\"({c:+.10e}) * {name}\")\n", + " return terms\n", + "\n", + "# --- Print top terms by magnitude for quick overview ---\n", + "print(\"=\" * 80)\n", + "print(\"FORCE POLYNOMIAL — Top 20 terms by |coefficient|\")\n", + "print(\"=\" * 80)\n", + "\n", + "# Pair names with coefficients (skip bias, fold into constant)\n", + "force_terms = [(pretty_names[i], force_coefs[i]) for i in range(1, len(pretty_names))]\n", + "force_terms_sorted = sorted(force_terms, key=lambda x: abs(x[1]), reverse=True)\n", + "\n", + "print(f\" Constant: {force_constant:.6e}\")\n", + "for name, c in force_terms_sorted[:20]:\n", + " print(f\" {c:+.6e} * {name}\")\n", + "print(f\" ... ({len([c for _, c in force_terms if abs(c) > 1e-10])} non-zero terms total)\")\n", + "\n", + "print()\n", + "print(\"=\" * 80)\n", + "print(\"TORQUE POLYNOMIAL — Top 20 terms by |coefficient|\")\n", + "print(\"=\" * 80)\n", + "\n", + "torque_terms = [(pretty_names[i], torque_coefs[i]) for i in range(1, len(pretty_names))]\n", + "torque_terms_sorted = sorted(torque_terms, key=lambda x: abs(x[1]), reverse=True)\n", + "\n", + "print(f\" Constant: {torque_constant:.6e}\")\n", + "for name, c in torque_terms_sorted[:20]:\n", + " print(f\" {c:+.6e} * {name}\")\n", + "print(f\" ... ({len([c for _, c in torque_terms if abs(c) > 1e-10])} non-zero terms total)\")\n", + "\n", + "# --- Save complete equations to text file ---\n", + "with open('polynomial_equations.txt', 'w') as f:\n", + " f.write(\"Magnetic Levitation Force & Torque — Explicit Polynomial Equations\\n\")\n", + " f.write(f\"Polynomial Degree: {best_degree}\\n\")\n", + " f.write(f\"Variables:\\n\")\n", + " f.write(f\" currL [A] = Left coil current\\n\")\n", + " f.write(f\" currR [A] = Right coil current\\n\")\n", + " f.write(f\" rollDeg [deg] = Roll angle\\n\")\n", + " f.write(f\" invGap = 1 / GapHeight [1/mm]\\n\")\n", + " f.write(f\"\\n{'='*80}\\n\")\n", + " f.write(f\"FORCE [N] = \\n\")\n", + " force_eq = build_equation_string(force_coefs, force_intercept, pretty_names)\n", + " for i, term in enumerate(force_eq):\n", + " prefix = \" \" if i == 0 else \" + \"\n", + " f.write(f\"{prefix}{term}\\n\")\n", + " f.write(f\"\\n{'='*80}\\n\")\n", + " f.write(f\"TORQUE [mN*m] = \\n\")\n", + " torque_eq = build_equation_string(torque_coefs, torque_intercept, pretty_names)\n", + " for i, term in enumerate(torque_eq):\n", + " prefix = \" \" if i == 0 else \" + \"\n", + " f.write(f\"{prefix}{term}\\n\")\n", + "\n", + "print(f\"\\nFull equations (all {len(pretty_names)} terms) saved to: polynomial_equations.txt\")" + ] + }, { "cell_type": "markdown", "id": "88208b13", @@ -1590,196 +1757,175 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 46, "id": "edb239e1", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "✓ Saved standalone predictor: maglev_predictor.py\n", - "\n", - "This module:\n", - " - Has NO scikit-learn dependency (only numpy)\n", - " - Can be imported directly into your simulator\n", - " - Includes both single and batch prediction methods\n", - " - Implements polynomial feature generation internally\n", - "\n", - "To use:\n", - "```python\n", - "from maglev_predictor import MaglevPredictor\n", - "predictor = MaglevPredictor()\n", - "force, torque = predictor.predict(currL=-15, currR=-15, roll=1.0, gap_height=10.0)\n", - "```\n" - ] - } - ], + "outputs": [], "source": [ - "# The following was generated by AI - see [12]\n", - "# Generate standalone predictor class\n", - "predictor_code = f'''\"\"\"\n", - "Magnetic Levitation Force and Torque Predictor\n", - "Generated from polynomial regression model (degree {best_degree})\n", + "# # The following was generated by AI - see [12]\n", + "# # Generate standalone predictor class\n", + "# predictor_code = f'''\"\"\"\n", + "# Magnetic Levitation Force and Torque Predictor\n", + "# Generated from polynomial regression model (degree {best_degree})\n", "\n", - "Performance:\n", - " - Force R²: {r2_score(y.iloc[:, 0].values, y_pred_full[:, 0]):.6f}\n", - " - Torque R²: {torque_r2_overall:.6f}\n", + "# Performance:\n", + "# - Force R²: {r2_score(y.iloc[:, 0].values, y_pred_full[:, 0]):.6f}\n", + "# - Torque R²: {torque_r2_overall:.6f}\n", "\n", - "Usage:\n", - " predictor = MaglevPredictor()\n", - " force, torque = predictor.predict(currL=-15, currR=-15, roll=1.0, gap_height=10.0)\n", - "\"\"\"\n", + "# Usage:\n", + "# predictor = MaglevPredictor()\n", + "# force, torque = predictor.predict(currL=-15, currR=-15, roll=1.0, gap_height=10.0)\n", + "# \"\"\"\n", "\n", - "import numpy as np\n", - "from itertools import combinations_with_replacement\n", + "# import numpy as np\n", + "# from itertools import combinations_with_replacement\n", "\n", - "class MaglevPredictor:\n", - " def __init__(self):\n", - " \"\"\"Initialize the magnetic levitation force/torque predictor.\"\"\"\n", - " self.degree = {best_degree}\n", - " self.n_features = 4 # currL, currR, roll, invGap\n", + "# class MaglevPredictor:\n", + "# def __init__(self):\n", + "# \"\"\"Initialize the magnetic levitation force/torque predictor.\"\"\"\n", + "# self.degree = {best_degree}\n", + "# self.n_features = 4 # currL, currR, roll, invGap\n", " \n", - " # Force model coefficients\n", - " self.force_intercept = {model_best.intercept_[0]}\n", - " self.force_coef = np.array({model_best.coef_[0].tolist()})\n", + "# # Force model coefficients\n", + "# self.force_intercept = {model_best.intercept_[0]}\n", + "# self.force_coef = np.array({model_best.coef_[0].tolist()})\n", " \n", - " # Torque model coefficients \n", - " self.torque_intercept = {model_best.intercept_[1]}\n", - " self.torque_coef = np.array({model_best.coef_[1].tolist()})\n", + "# # Torque model coefficients \n", + "# self.torque_intercept = {model_best.intercept_[1]}\n", + "# self.torque_coef = np.array({model_best.coef_[1].tolist()})\n", " \n", - " def _polynomial_features(self, X):\n", - " \"\"\"\n", - " Generate polynomial features up to specified degree.\n", - " Mimics sklearn's PolynomialFeatures with include_bias=True.\n", + "# def _polynomial_features(self, X):\n", + "# \"\"\"\n", + "# Generate polynomial features up to specified degree.\n", + "# Mimics sklearn's PolynomialFeatures with include_bias=True.\n", " \n", - " Args:\n", - " X: numpy array of shape (n_samples, 4) with [currL, currR, roll, invGap]\n", + "# Args:\n", + "# X: numpy array of shape (n_samples, 4) with [currL, currR, roll, invGap]\n", " \n", - " Returns:\n", - " Polynomial features array\n", - " \"\"\"\n", - " n_samples = X.shape[0]\n", + "# Returns:\n", + "# Polynomial features array\n", + "# \"\"\"\n", + "# n_samples = X.shape[0]\n", " \n", - " # Start with bias term (column of ones)\n", - " features = [np.ones(n_samples)]\n", + "# # Start with bias term (column of ones)\n", + "# features = [np.ones(n_samples)]\n", " \n", - " # Add original features\n", - " for i in range(self.n_features):\n", - " features.append(X[:, i])\n", + "# # Add original features\n", + "# for i in range(self.n_features):\n", + "# features.append(X[:, i])\n", " \n", - " # Add polynomial combinations\n", - " for deg in range(2, self.degree + 1):\n", - " for combo in combinations_with_replacement(range(self.n_features), deg):\n", - " term = np.ones(n_samples)\n", - " for idx in combo:\n", - " term *= X[:, idx]\n", - " features.append(term)\n", + "# # Add polynomial combinations\n", + "# for deg in range(2, self.degree + 1):\n", + "# for combo in combinations_with_replacement(range(self.n_features), deg):\n", + "# term = np.ones(n_samples)\n", + "# for idx in combo:\n", + "# term *= X[:, idx]\n", + "# features.append(term)\n", " \n", - " return np.column_stack(features)\n", + "# return np.column_stack(features)\n", " \n", - " def predict(self, currL, currR, roll, gap_height):\n", - " \"\"\"\n", - " Predict force and torque for given operating conditions.\n", + "# def predict(self, currL, currR, roll, gap_height):\n", + "# \"\"\"\n", + "# Predict force and torque for given operating conditions.\n", " \n", - " Args:\n", - " currL: Left coil current in Amps\n", - " currR: Right coil current in Amps\n", - " roll: Roll angle in degrees\n", - " gap_height: Gap height in mm\n", + "# Args:\n", + "# currL: Left coil current in Amps\n", + "# currR: Right coil current in Amps\n", + "# roll: Roll angle in degrees\n", + "# gap_height: Gap height in mm\n", " \n", - " Returns:\n", - " tuple: (force [N], torque [mN·m])\n", - " \"\"\"\n", - " # Compute inverse gap (critical transformation!)\n", - " invGap = 1.0 / gap_height\n", + "# Returns:\n", + "# tuple: (force [N], torque [mN·m])\n", + "# \"\"\"\n", + "# # Compute inverse gap (critical transformation!)\n", + "# invGap = 1.0 / gap_height\n", " \n", - " # Create input array\n", - " X = np.array([[currL, currR, roll, invGap]])\n", + "# # Create input array\n", + "# X = np.array([[currL, currR, roll, invGap]])\n", " \n", - " # Generate polynomial features\n", - " X_poly = self._polynomial_features(X)\n", + "# # Generate polynomial features\n", + "# X_poly = self._polynomial_features(X)\n", " \n", - " # Compute predictions\n", - " force = self.force_intercept + np.dot(X_poly, self.force_coef)[0]\n", - " torque = self.torque_intercept + np.dot(X_poly, self.torque_coef)[0]\n", + "# # Compute predictions\n", + "# force = self.force_intercept + np.dot(X_poly, self.force_coef)[0]\n", + "# torque = self.torque_intercept + np.dot(X_poly, self.torque_coef)[0]\n", " \n", - " return force, torque\n", + "# return force, torque\n", " \n", - " def predict_batch(self, currL_array, currR_array, roll_array, gap_height_array):\n", - " \"\"\"\n", - " Predict force and torque for multiple operating conditions.\n", + "# def predict_batch(self, currL_array, currR_array, roll_array, gap_height_array):\n", + "# \"\"\"\n", + "# Predict force and torque for multiple operating conditions.\n", " \n", - " Args:\n", - " currL_array: Array of left coil currents [A]\n", - " currR_array: Array of right coil currents [A]\n", - " roll_array: Array of roll angles [deg]\n", - " gap_height_array: Array of gap heights [mm]\n", + "# Args:\n", + "# currL_array: Array of left coil currents [A]\n", + "# currR_array: Array of right coil currents [A]\n", + "# roll_array: Array of roll angles [deg]\n", + "# gap_height_array: Array of gap heights [mm]\n", " \n", - " Returns:\n", - " tuple: (force_array [N], torque_array [mN·m])\n", - " \"\"\"\n", - " # Convert to numpy arrays\n", - " currL_array = np.asarray(currL_array)\n", - " currR_array = np.asarray(currR_array)\n", - " roll_array = np.asarray(roll_array)\n", - " gap_height_array = np.asarray(gap_height_array)\n", + "# Returns:\n", + "# tuple: (force_array [N], torque_array [mN·m])\n", + "# \"\"\"\n", + "# # Convert to numpy arrays\n", + "# currL_array = np.asarray(currL_array)\n", + "# currR_array = np.asarray(currR_array)\n", + "# roll_array = np.asarray(roll_array)\n", + "# gap_height_array = np.asarray(gap_height_array)\n", " \n", - " # Compute inverse gaps\n", - " invGap_array = 1.0 / gap_height_array\n", + "# # Compute inverse gaps\n", + "# invGap_array = 1.0 / gap_height_array\n", " \n", - " # Stack into feature matrix\n", - " X = np.column_stack([currL_array, currR_array, roll_array, invGap_array])\n", + "# # Stack into feature matrix\n", + "# X = np.column_stack([currL_array, currR_array, roll_array, invGap_array])\n", " \n", - " # Generate polynomial features\n", - " X_poly = self._polynomial_features(X)\n", + "# # Generate polynomial features\n", + "# X_poly = self._polynomial_features(X)\n", " \n", - " # Compute predictions\n", - " force_array = self.force_intercept + np.dot(X_poly, self.force_coef)\n", - " torque_array = self.torque_intercept + np.dot(X_poly, self.torque_coef)\n", + "# # Compute predictions\n", + "# force_array = self.force_intercept + np.dot(X_poly, self.force_coef)\n", + "# torque_array = self.torque_intercept + np.dot(X_poly, self.torque_coef)\n", " \n", - " return force_array, torque_array\n", + "# return force_array, torque_array\n", "\n", "\n", - "if __name__ == \"__main__\":\n", - " # Example usage\n", - " predictor = MaglevPredictor()\n", + "# if __name__ == \"__main__\":\n", + "# # Example usage\n", + "# predictor = MaglevPredictor()\n", " \n", - " # Single prediction\n", - " force, torque = predictor.predict(currL=-15, currR=-15, roll=1.0, gap_height=10.0)\n", - " print(f\"Single prediction:\")\n", - " print(f\" Force: {{force:.2f}} N\")\n", - " print(f\" Torque: {{torque:.2f}} mN·m\")\n", + "# # Single prediction\n", + "# force, torque = predictor.predict(currL=-15, currR=-15, roll=1.0, gap_height=10.0)\n", + "# print(f\"Single prediction:\")\n", + "# print(f\" Force: {{force:.2f}} N\")\n", + "# print(f\" Torque: {{torque:.2f}} mN·m\")\n", " \n", - " # Batch prediction\n", - " currL = np.array([-15, -15, -10])\n", - " currR = np.array([-15, -10, -10])\n", - " roll = np.array([0, 0.5, 1.0])\n", - " gap = np.array([10, 12, 15])\n", + "# # Batch prediction\n", + "# currL = np.array([-15, -15, -10])\n", + "# currR = np.array([-15, -10, -10])\n", + "# roll = np.array([0, 0.5, 1.0])\n", + "# gap = np.array([10, 12, 15])\n", " \n", - " forces, torques = predictor.predict_batch(currL, currR, roll, gap)\n", - " print(f\"\\\\nBatch prediction:\")\n", - " for i in range(len(forces)):\n", - " print(f\" Condition {{i+1}}: Force={{forces[i]:.2f}} N, Torque={{torques[i]:.2f}} mN·m\")\n", - "'''\n", + "# forces, torques = predictor.predict_batch(currL, currR, roll, gap)\n", + "# print(f\"\\\\nBatch prediction:\")\n", + "# for i in range(len(forces)):\n", + "# print(f\" Condition {{i+1}}: Force={{forces[i]:.2f}} N, Torque={{torques[i]:.2f}} mN·m\")\n", + "# '''\n", "\n", - "# Save to file\n", - "predictor_filename = 'maglev_predictor.py'\n", - "with open(predictor_filename, 'w') as f:\n", - " f.write(predictor_code)\n", + "# # Save to file\n", + "# predictor_filename = 'maglev_predictor.py'\n", + "# with open(predictor_filename, 'w') as f:\n", + "# f.write(predictor_code)\n", "\n", - "print(f\"✓ Saved standalone predictor: {predictor_filename}\")\n", - "print(f\"\\nThis module:\")\n", - "print(f\" - Has NO scikit-learn dependency (only numpy)\")\n", - "print(f\" - Can be imported directly into your simulator\")\n", - "print(f\" - Includes both single and batch prediction methods\")\n", - "print(f\" - Implements polynomial feature generation internally\")\n", - "print(f\"\\nTo use:\")\n", - "print(f\"```python\")\n", - "print(f\"from maglev_predictor import MaglevPredictor\")\n", - "print(f\"predictor = MaglevPredictor()\")\n", - "print(f\"force, torque = predictor.predict(currL=-15, currR=-15, roll=1.0, gap_height=10.0)\")\n", - "print(f\"```\")" + "# print(f\"✓ Saved standalone predictor: {predictor_filename}\")\n", + "# print(f\"\\nThis module:\")\n", + "# print(f\" - Has NO scikit-learn dependency (only numpy)\")\n", + "# print(f\" - Can be imported directly into your simulator\")\n", + "# print(f\" - Includes both single and batch prediction methods\")\n", + "# print(f\" - Implements polynomial feature generation internally\")\n", + "# print(f\"\\nTo use:\")\n", + "# print(f\"```python\")\n", + "# print(f\"from maglev_predictor import MaglevPredictor\")\n", + "# print(f\"predictor = MaglevPredictor()\")\n", + "# print(f\"force, torque = predictor.predict(currL=-15, currR=-15, roll=1.0, gap_height=10.0)\")\n", + "# print(f\"```\")" ] }, { @@ -1794,96 +1940,66 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "id": "4a1ddacd", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Validation: Comparing Standalone Predictor vs Original Model\n", - "================================================================================\n", - "\n", - "Test Case 1: currL=-15A, currR=-15A, roll=0.0°, gap=10.0mm\n", - " Force: Standalone= 103.3304 N | Original= 103.3304 N | Diff=2.84e-14\n", - " Torque: Standalone= -0.8561 mN·m | Original= -0.8561 mN·m | Diff=1.02e-12\n", - "\n", - "Test Case 2: currL=-15A, currR=-15A, roll=1.0°, gap=10.0mm\n", - " Force: Standalone= 104.0520 N | Original= 104.0520 N | Diff=2.84e-14\n", - " Torque: Standalone= 450.3916 mN·m | Original= 450.3916 mN·m | Diff=3.41e-13\n", - "\n", - "Test Case 3: currL=-15A, currR=-10A, roll=0.5°, gap=12.0mm\n", - " Force: Standalone= 75.0401 N | Original= 75.0401 N | Diff=5.68e-14\n", - " Torque: Standalone= 390.7023 mN·m | Original= 390.7023 mN·m | Diff=3.98e-13\n", - "\n", - "Test Case 4: currL=-10A, currR=-10A, roll=2.0°, gap=15.0mm\n", - " Force: Standalone= 50.4344 N | Original= 50.4344 N | Diff=1.42e-14\n", - " Torque: Standalone= 303.7400 mN·m | Original= 303.7400 mN·m | Diff=1.71e-13\n", - "\n", - "================================================================================\n", - "✓ All tests passed! Standalone predictor matches original model perfectly.\n", - "\n", - "The standalone predictor is ready for integration into your simulator!\n" - ] - } - ], + "outputs": [], "source": [ - "# The following was generated by AI - see [12]\n", - "# Import the standalone predictor (reload to get latest version)\n", - "import importlib\n", - "import maglev_predictor\n", - "importlib.reload(maglev_predictor)\n", - "from maglev_predictor import MaglevPredictor\n", + "# # The following was generated by AI - see [12]\n", + "# # Import the standalone predictor (reload to get latest version)\n", + "# import importlib\n", + "# import maglev_predictor\n", + "# importlib.reload(maglev_predictor)\n", + "# from maglev_predictor import MaglevPredictor\n", "\n", - "# Create predictor instance\n", - "standalone_predictor = MaglevPredictor()\n", + "# # Create predictor instance\n", + "# standalone_predictor = MaglevPredictor()\n", "\n", - "# Test cases\n", - "test_cases = [\n", - " {'currL': -15, 'currR': -15, 'roll': 0.0, 'gap': 10.0},\n", - " {'currL': -15, 'currR': -15, 'roll': 1.0, 'gap': 10.0},\n", - " {'currL': -15, 'currR': -10, 'roll': 0.5, 'gap': 12.0},\n", - " {'currL': -10, 'currR': -10, 'roll': 2.0, 'gap': 15.0},\n", - "]\n", + "# # Test cases\n", + "# test_cases = [\n", + "# {'currL': -15, 'currR': -15, 'roll': 0.0, 'gap': 10.0},\n", + "# {'currL': -15, 'currR': -15, 'roll': 1.0, 'gap': 10.0},\n", + "# {'currL': -15, 'currR': -10, 'roll': 0.5, 'gap': 12.0},\n", + "# {'currL': -10, 'currR': -10, 'roll': 2.0, 'gap': 15.0},\n", + "# ]\n", "\n", - "print(\"Validation: Comparing Standalone Predictor vs Original Model\")\n", - "print(\"=\" * 80)\n", + "# print(\"Validation: Comparing Standalone Predictor vs Original Model\")\n", + "# print(\"=\" * 80)\n", "\n", - "for i, case in enumerate(test_cases):\n", - " # Standalone predictor\n", - " force_standalone, torque_standalone = standalone_predictor.predict(\n", - " case['currL'], case['currR'], case['roll'], case['gap']\n", - " )\n", + "# for i, case in enumerate(test_cases):\n", + "# # Standalone predictor\n", + "# force_standalone, torque_standalone = standalone_predictor.predict(\n", + "# case['currL'], case['currR'], case['roll'], case['gap']\n", + "# )\n", " \n", - " # Original model\n", - " X_test = pd.DataFrame({\n", - " 'currL [A]': [case['currL']],\n", - " 'currR [A]': [case['currR']],\n", - " 'rollDeg [deg]': [case['roll']],\n", - " 'invGap': [1/case['gap']]\n", - " })\n", - " X_test_poly = poly_best.transform(X_test)\n", - " y_test_pred = model_best.predict(X_test_poly)\n", - " force_original = y_test_pred[0, 0]\n", - " torque_original = y_test_pred[0, 1]\n", + "# # Original model\n", + "# X_test = pd.DataFrame({\n", + "# 'currL [A]': [case['currL']],\n", + "# 'currR [A]': [case['currR']],\n", + "# 'rollDeg [deg]': [case['roll']],\n", + "# 'invGap': [1/case['gap']]\n", + "# })\n", + "# X_test_poly = poly_best.transform(X_test)\n", + "# y_test_pred = model_best.predict(X_test_poly)\n", + "# force_original = y_test_pred[0, 0]\n", + "# torque_original = y_test_pred[0, 1]\n", " \n", - " # Compare\n", - " force_diff = abs(force_standalone - force_original)\n", - " torque_diff = abs(torque_standalone - torque_original)\n", + "# # Compare\n", + "# force_diff = abs(force_standalone - force_original)\n", + "# torque_diff = abs(torque_standalone - torque_original)\n", " \n", - " print(f\"\\nTest Case {i+1}: currL={case['currL']}A, currR={case['currR']}A, \" + \n", - " f\"roll={case['roll']}°, gap={case['gap']}mm\")\n", - " print(f\" Force: Standalone={force_standalone:9.4f} N | Original={force_original:9.4f} N | Diff={force_diff:.2e}\")\n", - " print(f\" Torque: Standalone={torque_standalone:9.4f} mN·m | Original={torque_original:9.4f} mN·m | Diff={torque_diff:.2e}\")\n", + "# print(f\"\\nTest Case {i+1}: currL={case['currL']}A, currR={case['currR']}A, \" + \n", + "# f\"roll={case['roll']}°, gap={case['gap']}mm\")\n", + "# print(f\" Force: Standalone={force_standalone:9.4f} N | Original={force_original:9.4f} N | Diff={force_diff:.2e}\")\n", + "# print(f\" Torque: Standalone={torque_standalone:9.4f} mN·m | Original={torque_original:9.4f} mN·m | Diff={torque_diff:.2e}\")\n", " \n", - " # Verify match (should be essentially identical, accounting for floating point)\n", - " assert force_diff < 1e-8, f\"Force mismatch in test case {i+1}\"\n", - " assert torque_diff < 1e-8, f\"Torque mismatch in test case {i+1}\"\n", + "# # Verify match (should be essentially identical, accounting for floating point)\n", + "# assert force_diff < 1e-8, f\"Force mismatch in test case {i+1}\"\n", + "# assert torque_diff < 1e-8, f\"Torque mismatch in test case {i+1}\"\n", "\n", - "print(\"\\n\" + \"=\" * 80)\n", - "print(\"✓ All tests passed! Standalone predictor matches original model perfectly.\")\n", - "print(\"\\nThe standalone predictor is ready for integration into your simulator!\")" + "# print(\"\\n\" + \"=\" * 80)\n", + "# print(\"✓ All tests passed! Standalone predictor matches original model perfectly.\")\n", + "# print(\"\\nThe standalone predictor is ready for integration into your simulator!\")" ] }, { @@ -1898,7 +2014,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 48, "id": "5fd33470", "metadata": {}, "outputs": [ @@ -1994,104 +2110,78 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "id": "889df820", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Performance Comparison (1000 predictions)\n", - "============================================================\n", - "Sklearn Model (pickled): 2.48 ms\n", - "Standalone Predictor: 4.07 ms\n", - "\n", - "Speedup: 1.64x faster with sklearn model\n", - "\n", - "Result verification:\n", - " Max force difference: 2.27e-13 N\n", - " Max torque difference: 5.46e-12 mN·m\n", - " ✓ Results match!\n", - "\n", - "Per-prediction time:\n", - " Sklearn: 2.48 μs\n", - " Standalone: 4.07 μs\n", - "\n", - "============================================================\n", - "Recommendation:\n", - " Use sklearn model (maglev_model.pkl) - 1.6x faster!\n" - ] - } - ], + "outputs": [], "source": [ - "# The following was generated by AI - see [12]\n", - "import time\n", + "# # The following was generated by AI - see [12]\n", + "# import time\n", "\n", - "# Load the sklearn model\n", - "loaded_data = joblib.load('maglev_model.pkl')\n", - "loaded_poly = loaded_data['poly_features']\n", - "loaded_model = loaded_data['model']\n", + "# # Load the sklearn model\n", + "# loaded_data = joblib.load('maglev_model.pkl')\n", + "# loaded_poly = loaded_data['poly_features']\n", + "# loaded_model = loaded_data['model']\n", "\n", - "# Create test data (1000 predictions)\n", - "n_tests = 1000\n", - "test_currL = np.random.uniform(-15, 0, n_tests)\n", - "test_currR = np.random.uniform(-15, 0, n_tests)\n", - "test_roll = np.random.uniform(-5, 5, n_tests)\n", - "test_gap = np.random.uniform(6, 24, n_tests)\n", + "# # Create test data (1000 predictions)\n", + "# n_tests = 1000\n", + "# test_currL = np.random.uniform(-15, 0, n_tests)\n", + "# test_currR = np.random.uniform(-15, 0, n_tests)\n", + "# test_roll = np.random.uniform(-5, 5, n_tests)\n", + "# test_gap = np.random.uniform(6, 24, n_tests)\n", "\n", - "print(\"Performance Comparison (1000 predictions)\")\n", - "print(\"=\" * 60)\n", + "# print(\"Performance Comparison (1000 predictions)\")\n", + "# print(\"=\" * 60)\n", "\n", - "# Benchmark 1: Sklearn model (loaded from pickle)\n", - "start = time.perf_counter()\n", - "X_test = pd.DataFrame({\n", - " 'currL [A]': test_currL,\n", - " 'currR [A]': test_currR,\n", - " 'rollDeg [deg]': test_roll,\n", - " 'invGap': 1/test_gap\n", - "})\n", - "X_test_poly = loaded_poly.transform(X_test)\n", - "sklearn_results = loaded_model.predict(X_test_poly)\n", - "sklearn_time = time.perf_counter() - start\n", + "# # Benchmark 1: Sklearn model (loaded from pickle)\n", + "# start = time.perf_counter()\n", + "# X_test = pd.DataFrame({\n", + "# 'currL [A]': test_currL,\n", + "# 'currR [A]': test_currR,\n", + "# 'rollDeg [deg]': test_roll,\n", + "# 'invGap': 1/test_gap\n", + "# })\n", + "# X_test_poly = loaded_poly.transform(X_test)\n", + "# sklearn_results = loaded_model.predict(X_test_poly)\n", + "# sklearn_time = time.perf_counter() - start\n", "\n", - "print(f\"Sklearn Model (pickled): {sklearn_time*1000:.2f} ms\")\n", + "# print(f\"Sklearn Model (pickled): {sklearn_time*1000:.2f} ms\")\n", "\n", - "# Benchmark 2: Standalone predictor\n", - "start = time.perf_counter()\n", - "standalone_results = standalone_predictor.predict_batch(test_currL, test_currR, test_roll, test_gap)\n", - "standalone_time = time.perf_counter() - start\n", + "# # Benchmark 2: Standalone predictor\n", + "# start = time.perf_counter()\n", + "# standalone_results = standalone_predictor.predict_batch(test_currL, test_currR, test_roll, test_gap)\n", + "# standalone_time = time.perf_counter() - start\n", "\n", - "print(f\"Standalone Predictor: {standalone_time*1000:.2f} ms\")\n", + "# print(f\"Standalone Predictor: {standalone_time*1000:.2f} ms\")\n", "\n", - "# Speedup\n", - "speedup = standalone_time / sklearn_time\n", - "print(f\"\\nSpeedup: {speedup:.2f}x {'faster' if speedup > 1 else 'slower'} with sklearn model\")\n", + "# # Speedup\n", + "# speedup = standalone_time / sklearn_time\n", + "# print(f\"\\nSpeedup: {speedup:.2f}x {'faster' if speedup > 1 else 'slower'} with sklearn model\")\n", "\n", - "# Verify results match\n", - "force_diff = np.abs(sklearn_results[:, 0] - standalone_results[0]).max()\n", - "torque_diff = np.abs(sklearn_results[:, 1] - standalone_results[1]).max()\n", + "# # Verify results match\n", + "# force_diff = np.abs(sklearn_results[:, 0] - standalone_results[0]).max()\n", + "# torque_diff = np.abs(sklearn_results[:, 1] - standalone_results[1]).max()\n", "\n", - "print(f\"\\nResult verification:\")\n", - "print(f\" Max force difference: {force_diff:.2e} N\")\n", - "print(f\" Max torque difference: {torque_diff:.2e} mN·m\")\n", - "print(f\" ✓ Results match!\" if (force_diff < 1e-8 and torque_diff < 1e-8) else \" ✗ Results differ!\")\n", + "# print(f\"\\nResult verification:\")\n", + "# print(f\" Max force difference: {force_diff:.2e} N\")\n", + "# print(f\" Max torque difference: {torque_diff:.2e} mN·m\")\n", + "# print(f\" ✓ Results match!\" if (force_diff < 1e-8 and torque_diff < 1e-8) else \" ✗ Results differ!\")\n", "\n", - "# Per-prediction timing\n", - "print(f\"\\nPer-prediction time:\")\n", - "print(f\" Sklearn: {sklearn_time/n_tests*1e6:.2f} μs\")\n", - "print(f\" Standalone: {standalone_time/n_tests*1e6:.2f} μs\")\n", + "# # Per-prediction timing\n", + "# print(f\"\\nPer-prediction time:\")\n", + "# print(f\" Sklearn: {sklearn_time/n_tests*1e6:.2f} μs\")\n", + "# print(f\" Standalone: {standalone_time/n_tests*1e6:.2f} μs\")\n", "\n", - "print(f\"\\n{'='*60}\")\n", - "print(f\"Recommendation:\")\n", - "if speedup > 1.2:\n", - " print(f\" Use sklearn model (maglev_model.pkl) - {speedup:.1f}x faster!\")\n", - "elif speedup < 0.8:\n", - " print(f\" Use standalone predictor - {1/speedup:.1f}x faster!\")\n", - "else:\n", - " print(f\" Performance is similar - choose based on dependencies:\")\n", - " print(f\" • Sklearn model: Faster, requires sklearn+joblib\")\n", - " print(f\" • Standalone: No sklearn dependency, portable\")" + "# print(f\"\\n{'='*60}\")\n", + "# print(f\"Recommendation:\")\n", + "# if speedup > 1.2:\n", + "# print(f\" Use sklearn model (maglev_model.pkl) - {speedup:.1f}x faster!\")\n", + "# elif speedup < 0.8:\n", + "# print(f\" Use standalone predictor - {1/speedup:.1f}x faster!\")\n", + "# else:\n", + "# print(f\" Performance is similar - choose based on dependencies:\")\n", + "# print(f\" • Sklearn model: Faster, requires sklearn+joblib\")\n", + "# print(f\" • Standalone: No sklearn dependency, portable\")" ] }, { @@ -2106,7 +2196,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "id": "badbc379", "metadata": {}, "outputs": [ @@ -2123,7 +2213,7 @@ "Parameters: currL = 0 A, currR = 0 A, roll = 0°\n", "\n", "using scipy.optimize.fsolve:\n", - " Gap: 16.491741 mm → Force: 28.449000 N\n", + " Gap: 16.491742 mm → Force: 28.449000 N\n", "\n" ] } diff --git a/RL Testing/PWM_Circuit_Model.py b/RL Testing/PWM_Circuit_Model.py index 9d34344..cb84cea 100644 --- a/RL Testing/PWM_Circuit_Model.py +++ b/RL Testing/PWM_Circuit_Model.py @@ -2,46 +2,163 @@ import numpy as np import matplotlib.pyplot as plt from scipy.signal import TransferFunction, lsim -# ---- Parameters (edit these) ---- -R = 1.5 # ohms -L = 0.0025 # henries -V = 12.0 # volts +# ============================================================ +# Circuit Parameters +# ============================================================ +R = 1.5 # Resistance [Ω] +L = 0.0025 # Inductance [H] (2.5 mH) +V_SUPPLY = 12.0 # Supply rail [V] +tau = L / R # RL time constant ≈ 1.667 ms -# Time base -t_end = 0.2 -dt = 1e-4 -t = np.arange(0, t_end, dt) +# ============================================================ +# PWM Parameters +# ============================================================ +F_PWM = 16e3 # PWM frequency [Hz] +T_PWM = 1.0 / F_PWM # PWM period [s] (62.5 µs) -# ---- Define a duty command D(t) ---- -# Example: start at 0, step to 0.2 at 20 ms, then to 0.6 at 80 ms, then to 1.0 at 140 ms (DC full on) -D = np.zeros_like(t) -D[t >= 0.020] = 0.2 -D[t >= 0.080] = 0.6 -D[t >= 0.140] = 1.0 # "straight DC" case (100% duty) +# ============================================================ +# Simulation Window +# ============================================================ +T_END = 1e-3 # 1 ms → 16 full PWM cycles +DT = 1e-7 # 100 ns resolution (625 pts / PWM cycle) +t = np.arange(0, T_END + DT / 2, DT) -# Clamp just in case -D = np.clip(D, 0.0, 1.0) +# ============================================================ +# Duty-Cycle Command D(t) +# ============================================================ +# Ramp from 20 % → 80 % over the window so every PWM cycle +# has a visibly different pulse width. +def duty_command(t_val): + """Continuous duty-cycle setpoint (from a controller).""" + return np.clip(0.2 + 0.6 * (np.asarray(t_val) / T_END), 0.0, 1.0) -# ---- Transfer function I(s)/D(s) = V / (L s + R) ---- -# In scipy.signal.TransferFunction, numerator/denominator are polynomials in s -G = TransferFunction([V], [L, R]) +D_continuous = duty_command(t) -# Simulate i(t) response to input D(t) -tout, i, _ = lsim(G, U=D, T=t) +# ============================================================ +# MODEL 1 — Abstracted (Average-Voltage) Approximation +# ============================================================ +# Treats the coil voltage as the smooth signal D(t)·V. +# Transfer function: I(s)/D(s) = V / (Ls + R) +G = TransferFunction([V_SUPPLY], [L, R]) +_, i_avg, _ = lsim(G, U=D_continuous, T=t) -# ---- Print steady-state expectations ---- -# For constant duty D0, steady-state i_ss = (V/R)*D0 -print("Expected steady-state currents (V/R * D):") -for D0 in [0.0, 0.2, 0.6, 1.0]: - print(f" D={D0:.1f} -> i_ss ~ {(V/R)*D0:.3f} A") +# ============================================================ +# MODEL 2 — True PWM Waveform (exact analytical solution) +# ============================================================ +# Between every switching edge the RL circuit obeys: +# +# di/dt = (V_seg − R·i) / L (V_seg = V_SUPPLY or 0) +# +# Closed-form from initial condition i₀ at time t₀: +# +# i(t) = V_seg/R + (i₀ − V_seg/R) · exp(−R·(t − t₀) / L) +# +# We propagate i analytically from edge to edge — zero +# numerical-integration error. The only error source is +# IEEE-754 floating-point arithmetic (~1e-15 relative). +# --- Step 1: build segment table and propagate boundary currents --- +seg_t_start = [] # start time of each constant-V segment +seg_V = [] # voltage applied during segment +seg_i0 = [] # current at segment start -# ---- Plot ---- -plt.figure() -plt.plot(tout, D, label="Duty D(t)") -plt.plot(tout, i, label="Current i(t) [A]") -plt.xlabel("Time [s]") -plt.grid(True) -plt.legend() +i_boundary = 0.0 # coil starts de-energised + +cycle = 0 +while cycle * T_PWM < T_END: + t_cycle = cycle * T_PWM + D = float(duty_command(t_cycle)) + + # ---- ON phase (V_SUPPLY applied) ---- + t_on_start = t_cycle + t_on_end = min(t_cycle + D * T_PWM, T_END) + if t_on_end > t_on_start: + seg_t_start.append(t_on_start) + seg_V.append(V_SUPPLY) + seg_i0.append(i_boundary) + dt_on = t_on_end - t_on_start + i_boundary = (V_SUPPLY / R) + (i_boundary - V_SUPPLY / R) * np.exp(-R * dt_on / L) + + # ---- OFF phase (0 V applied, free-wheeling through diode) ---- + t_off_start = t_on_end + t_off_end = min((cycle + 1) * T_PWM, T_END) + if t_off_end > t_off_start: + seg_t_start.append(t_off_start) + seg_V.append(0.0) + seg_i0.append(i_boundary) + dt_off = t_off_end - t_off_start + i_boundary = i_boundary * np.exp(-R * dt_off / L) + + cycle += 1 + +seg_t_start = np.array(seg_t_start) +seg_V = np.array(seg_V) +seg_i0 = np.array(seg_i0) + +# --- Step 2: evaluate on the dense time array (vectorised) --- +idx = np.searchsorted(seg_t_start, t, side='right') - 1 +idx = np.clip(idx, 0, len(seg_t_start) - 1) + +dt_in_seg = t - seg_t_start[idx] +V_at_t = seg_V[idx] +i0_at_t = seg_i0[idx] + +i_pwm = (V_at_t / R) + (i0_at_t - V_at_t / R) * np.exp(-R * dt_in_seg / L) +v_pwm = V_at_t # switching waveform for plotting +v_avg = D_continuous * V_SUPPLY # average-model voltage + +# ============================================================ +# Console Output — sanity-check steady-state values +# ============================================================ +print(f"RL time constant τ = L/R = {tau*1e3:.3f} ms") +print(f"PWM period T = 1/f = {T_PWM*1e6:.1f} µs") +print(f"Sim resolution Δt = {DT*1e9:.0f} ns ({int(T_PWM/DT)} pts/cycle)") +print() +print("Expected steady-state currents i_ss = (V/R)·D :") +for d in [0.2, 0.4, 0.6, 0.8]: + print(f" D = {d:.1f} → i_ss = {V_SUPPLY / R * d:.3f} A") + +# ============================================================ +# Plotting — 4-panel comparison +# ============================================================ +t_us = t * 1e6 # time axis in µs + +fig, axes = plt.subplots(4, 1, figsize=(14, 10), sharex=True) +fig.suptitle("PWM RL-Circuit Model Comparison (16 kHz, 1 ms window)", + fontsize=13, fontweight='bold') + +# --- 1. Duty-cycle command --- +ax = axes[0] +ax.plot(t_us, D_continuous * 100, color='tab:purple', linewidth=1.2) +ax.set_ylabel("Duty Cycle [%]") +ax.set_ylim(0, 100) +ax.grid(True, alpha=0.3) + +# --- 2. Voltage waveforms --- +ax = axes[1] +ax.plot(t_us, v_pwm, color='tab:orange', linewidth=0.6, label="True PWM voltage") +ax.plot(t_us, v_avg, color='tab:blue', linewidth=1.4, label="Average voltage D·V", + linestyle='--') +ax.set_ylabel("Voltage [V]") +ax.set_ylim(-0.5, V_SUPPLY + 1) +ax.legend(loc='upper left', fontsize=9) +ax.grid(True, alpha=0.3) + +# --- 3. Current comparison --- +ax = axes[2] +ax.plot(t_us, i_pwm, color='tab:red', linewidth=0.7, label="True PWM current (exact)") +ax.plot(t_us, i_avg, color='tab:blue', linewidth=1.4, label="Averaged-model current", + linestyle='--') +ax.set_ylabel("Current [A]") +ax.legend(loc='upper left', fontsize=9) +ax.grid(True, alpha=0.3) + +# --- 4. Difference / ripple --- +ax = axes[3] +ax.plot(t_us, (i_pwm - i_avg) * 1e3, color='tab:green', linewidth=0.7) +ax.set_ylabel("Δi (PWM − avg) [mA]") +ax.set_xlabel("Time [µs]") +ax.grid(True, alpha=0.3) + +plt.tight_layout() plt.show() - diff --git a/RL Testing/maglev_model.pkl b/RL Testing/maglev_model.pkl index 6b54a21fc329b2534ac8ac09a34051266423d8d1..2820f145b0b8f348ad8c21df503103bfd368d8cb 100644 GIT binary patch delta 5117 zcmXYzc_0IB@lsAl#AkMvUUpUAwTaBnkN) z9hcwJ=!w#IO5f)!wKJNAYn_e7eqcNa;ag|- z-NI}{C*~8sHz6VoFF#8iq2K`MB^11(DNq(?s%(VoRAGmIN?fKVJM!JckW=#WE8+lG zma1711%N)k-1!=UEM?ZW$0_(*Ymo#!bHW%k&HqI;5eKhMeGOpHgA`b$!}T#>B-3

?{kdIBimTG!b~8uxJwG_{NvbFRezkgG_t zJIc8EZ(aYTC&LJJ`_2<4zpSxyhShEJJjvL2vPr;A6Gi-5L8U`;w*?`1zg%cTHX+ET zW_f#@0UFrS;?;Bz5VqKGYYi{*yI;jorpgst7m`()zgrO|(U-RodWe#DV)?HJ37GYj zj3^o*2+iWBq(ZeVp?vCSuOaLyYqop|BeRUmz1B&M^vejK0oY(AvP^*{VlG&i6V~8cnPl#iiOm=eI)!8q zo%HSTYpg$p9P;meP87zvXTHfaZe@i9Y9EhBWLe_>J@FmV(>qBP#zl4wsb4U2eBP5i zjRDyh*2R4V6v2f~H?MbLu;=iy@WGphuFsB%5VBLYCm>QpZSaHapI*a#x?i%kj9KE6yrfmkha zA7tigll*qSzMM>?wu#u21ayn`GLV#pKdKfbN1Se;cAD(cAC9R+=JoR)%^x5;mBuWm#98{)sRdbmSUSQOD93j+3g zI%FXoqo`7nRBF8|LD5Z%hwCVy@48VpCpT%-l%QK>|*g|4^t{fs8KJ0zu zJn=pNbQ+9(N#=tW=u8>A=N5%dzMBY0$~Ew$<)<e=$-G5xKG{VQ@%iMJkNSxCR4Hx9S`ecRt@Uv%yhDzV<<>63 zsmkPE9Tjz~pA0{WJ2MMD{ z|IZd+9;k>XG{nylMxo%nEafF-SqP}_m8>30l9L+tmEO+yn!yn(@p1?8LMovB<@m3K zv0!)7_VNZ#Xs5h*`MAajWJH%wi0(|q|Cqn&3wY3tmG`J@Q}L9B-OFsksEiEWq}ssk z{XZGpev?C&J&zV_mX-XXW1fdezMe@rntKNu`L|rK#bFUq=P3_MEVzw#4V+7Elqg2B zmB!zbaq*kaPmKh6L&bEOE0>pU|rx4j&NKp@W8G!l8it zj3aF+kiTbfa8Pmx`Q_VUm+c^fkC@eafBiKKvp;Fcch0-v031>JgNYHhjC%H^{SV@v zhZhMB5l=ytucO;j4|3EZC#5Hdd#xXAFb6Rxm}hQ|rC`8!&XdpL1`-fLVWjj8Vl*jQ zyJT602_zB(ay5ys9X(QjOuz+qX0)cH5kj9es|IB;1D!qTdn_A~pNk8;Ae#s8JDE@u zu=_oxJXFJ> zcSCYAu^TVulkr_cbXo@k(8CYPOWP0|c|+;%w-L-TVNt$-B{+-SRZ8f@h=b`R8RYX% zH)y#>JT~CM*d94WGTw7eay#)HclbYu@J70>W|yft_Y?Wf=L{6gu)bpj;)Y(;So!j{ zyn`Dg;O`MRR40r1>TQaZ?;!NRy+InCFaY37kD|+@;OpHd1TetWdzch7-SeC=pw~~t zMK9R|01VK_i@$42Vrr_|tseVXanrq)$MU6#KNfYZc?w#I$l+^J>ayknu+G6jD(Ac% ze0e1uEbA4*C`~TCqro|l&=3DJHbxf4xtJ3%lA;;2lbzhh_{NFCP+&bP(YfBN-vhWj zM08SSMs_0Vg!@K}y9!l+{?$bpQ?~qgr+_ylG29EfC&nGUZAH;Ds1i*_qUb`a5 zgcFgRABgz+#&ztcFrbnCZzLcN8LLtbP?Og@ z_!v?3nivTFwTK8QJd)mmi{N)>-}R=Z#y~;`=MRk|3)9tCIzKwvG)WW$23rFQ$ig?6 zjZEu{8>0`Hg@f-Cg>fVBen<}i`y~s>!tpBbNVv!%LL(A=BAUJtf?yjbPu^KA78>U?pe;r@M??a=_t6R;TO~B4BxV4tg!Mu;x875e&b0h z5|gywYT|!f(3Y?3NPEF%Jku}rPHI6jlsGzfVmLwpepD@X99v(BQ+|JD@rx?sGNcuk z$lQ**U5-+74qQ*$UyiCt)KrFOm7o_fw&?Va=_pI-fxF8UwjVAJ{ap<#E>ikgh z;%B>yzP%cxwcR}keJ(ZU(|0ZiO<$##T9U3tNgyh|%2f4hrLLTAX#6VARDXWJYwJQo ze@+P6KYVGAh6lxIzV@?6@2-+#ozeZDZq}&P<@Xlpx))H{qb&WQ%f{$i%@tO6RYwSI zGC~<=3&NU`_0ag|@{cGNbWvMiX=+z-68+DTgXc_z23owzLOYv?&_reQmR527l!FrL z#w1M%4cTMDlAWrEa-E^iVQ&Bc}wh#Ta%Kc&QM1%9i(cP=m)>jZNm=r>< zlm`Bmel3WatEkgqYXw^ z2Cvg}+0m?>i+nw0LfhfR77s#bX}_fzB&eECF~ zG5y~^_;i&y3x_ULKV5*Q1*)Df3je^MBORwV@129(ft{_?7c(%`RXftM^Cvvu_-?~5 z&F}Evf9CLw?>PL@dTE^2YBC0UhzpVz*XftXT8_dFTH^6|qhZ)mg=-2G4M2@mj_38? zes-WA_O4RcAoSVn=x4~jO1}E7(xNxIph(>cpEzCrCZpO8U9UJV30t(nydSTo>yLkg z1Ah-4m^oAj_5L2BF)th@G1;utS|~fb!mrykCDnp!VD&1SSWA;1`&Plphr7##SYTGEz|~OLxlykHa@Q`m>K5%JFh1VUius??zlS*wtJrAymRs? zY-B&nWNdY}n@aR!C|7xVl=JgL=-jjZQ;t;>Jm0;-tGzVVe1jE{k;~@)CK4J2thpt*y_tm>8>kpD~7^N!K2@Yv$F%zCq} zQ1UDHYf3B^ykzsfh-9kre75}*2c-N+QF-gX9;&S}AntMQ5V8(F$baOuCWi%HRGw>4)|GyV{9mRf9}oo^0B zY<*u?{0R+40wR)_jExD6xn4;}oQl>CdT#PY6qkbRirMTDoufG$F8~W9;!y^ZEJxg2 zs=_WHCky;rb8B>wJoW2L%1z62Jv4=gSm8_-XSxjX;Fr|cox9SIll~HHk8Zy0U@jf@b}ycJbXGeg PYKq^7CA2@vQ9$7T-y_`A delta 5117 zcmXYzc_0;S6vihiOOz-SN`x$-geWub5J~nT%2u)#**|5uH(3f|}`wA(Rr?D*4{I+<$&E=RNOpo^xiqVY|Y16=$&0o|p9dW~<%8wAy-a%b0gy+eA9A zx~=KJGE#t6$YLBCp!;|I@#aflUk`e?+%OUQDH%4(vGXwD^yeCCD3^pGC?iUGU?+K2 zJ=KRlI}w}wtiT83M8C?>LBG76+SYI5!w|%)D|JOD+NIiMSN(2+Ktx5~?DARz;|TqQOz#VYWTH#{c?OoBZm#mF z={%unbiXkDM>A1=pk(BAhz5yxl#OtV@e&B#XuHOWPR8?q?>=T?KZ&f8oikHAFA%kN zhdE$A_FG*uKzct)Lf!D1cG?cKs?l9XxLys|jO%RJDm#vTu|Bm*qPGMl*a_xXmZAt! zZyq^U2Wi!PGH?u~t500GZEOvVm30La)xvo3C+V(GM&B@w7<=<^bo!B~* zPTd;DqQ`nI%%@HhC-d2J=J@VFVVSu9%#}%@zb&A(#|8?Le=9j2pa?L?FbEuDfTsGn zbaj0U8HvyLTd@(_5-aglvc`)r?NKj(B(4lZdpc-P534%3pP0OsM&z7|y+nh803S6i zjyz-wx{W(gPsudcnbjNKkNZ)V>+`?P`?!&FUbBTO_w=IueabtV{qDfYAbpel*I_3} zv4_kR2Bh)OM?VGv#(4KJcwi$)Tq0{I6(@Oz!(pCXW2?j`>io>2-hC9wFjo=$GK22H z#%M=fB+gPB$VK*WDgiJSfLTR_V&s)F}{&Pr}Rd|hbdi!NCowA>RkAJV;YM1 zE8NI;;wQj98ZueeaRLg$Us(1F*KCiMzeymoKK}=b8UfMp25kapN9Zc0Z)WuQApABPkt!Uca2kC65f;u z;_79Siy|aP>df#A!^eoR^EKTCLuiQGWBaX(XkRAJs~6Gk#EUB;RkJJ-rFbw#uic247?f@+9fN zbp&BAJOoMhr8T^yHquE^XNm}zd#ZuFcc!P+ic%xaNSk$s@ms0k3*Q-t{<*To0!1P; zh($wJ>aW%c(1FcIm(G+{vm zc^$0}1?gOh2^Ca9(!Ie8GOkm1e?5u}p1NPZj+bfl(u_OIHwyjp02Z#iqxh^q5u0FK za4S9z-v$z7SIRe;-!9R3=w?C-r6f_>r5dYSCLQvM?Y1{!?cPZ<)4-r1$PK zs)R-mx<;ZM6|YOtsA3@gqUkDn%u6J{!Z{wsg=GqE_A!v~#BDS=hfRdGkiWsnClSyo zX!P0!ot~AoJiJ$f@E4X{b0+03W+Kq_siXECvBI>H)sf{tfRNQ!p;1&+zeh=IG=$hJ zZNC{B#jb1HHClx!lQOrX)1gtoG55T6K~)YQc5LkSHzcV^C0EI=MU!eRA|)P*0J{sE zG_eN9YLsSLdD4aBJm7G#H9e7e5WBH)6&mbeN9L~->xsG6LudtFU%&UfG?2GAEsV>^ zkW)Q7*9F~{A@f}6))ss^pg5arwSjdpv8~CkK)xV?DBp2AdF`16%voeGD*bUFd2QO} zev?Ewwo$k=lZwyP+UtJ_3j!5}G}Zz`#c@paP|=^}w{fKS&4h5Nw+W<1316chE4M1;ju({}*%OE`jK2e&1;0i)qoy zw`KKxCTPB$eH<@x%mKV-N}N#mwY&e#iQ1sAr61UHHycB8{_f@+lq2dt@QjGrHepJ2 zsxynZd}M^=xt>t*YT{kBl8pc2X0o-agIj?miY&J}ka4()>+J|#QjL-6hM6@><91lQz%oC#@49?-&>f^y1FgIvb=L3o+^T1t?8|G*}< z9)f(G>Xo4Uq=eAmFU98D9Dum>6<4up1EBb_q5ksT8B%wr?Ak>sTM{<%Sw3TwdI~C= zFTAHXLf3`gkR5H7H~fyk$$(okc8{od(jPjli-GKkSgR=Q02h8ur&Vvj5dP2BEUH#S z_e0-pd(*lJDCpRn!+ido+pogMhOS_7M?o3J|H_?^+zcmVc`h+F2>TdvX^Xl?KZbxf zHB%)^0=;8fXBtpT*pBoNyE!BP@6A?S{aog&*FSGp7kmtn(mymhG*E)opD%TRf-C36 zbp;6|djKdGnO4$C z$71aGwB@V?0i*uMj{Fl&pvW})-#_CgAd5ZM_`v0S01G<&9v!6$&jnEvp?ja8U1O&@ z0U2AyVBwF4uTY&2R7T-oaS%g9n>46SobGx?S_su)DuKV4otPO+S&mE40R7EG+7b73 z!t2RW;gT_PzVG6WMjo0-p(M{cnB#2e<@PDu4nb6G2X!4Qq&qo2JBNEYrn z+UYqJ9U$!{?PTWonY=EucJ6jFMnZ=Z*Ak;Brx}i^G1Rr<@tU~^nWg2#A%Vg3l_ozk zskpI{KlMhV@60V9gG8cN8r49~@mvXp4H+Ji_?+qr8-zE3p(3?Til#?Eg1G;7{)VI> zr=x#7q5`UiNHz?qbNz5(TP(HVM&!CT@caGd`yaN$#GJQ4>riMihE(XS;CuRuGN7ma z@h&B3$Hx?;_rGsorS=tHcjB zwc$45O6#`1Sn9X{H|}u0!8V1`#|{f=?M}hCo^_>Mo?5^P0vChUl3U60GzZq~Ecmw> zK|I8xlBvRT%FNFDjLcfT!GcH`Ti9bry9}z43{mk&GyEE}untwYuV_Q{pfMIV#H&jc zmJ*jWj@i0^(cq*st&0f_FbZ?J%PL%d(iq>cng`?|0#y8IEFI1qvGf#$|&8N zdFcj)3Y)eQ@Z5R(Zw54K)p$8r5dQyf_++Me&W>7OWsW=}OUL(vG1hmru9+J78cRLm z7R`Ci`6OvHSEnhtNkI>944W=gK5+IZ`Ivh_Tdrh+_qvjVi;vxom zu%U(=eRGycKu$KO)_&%xL2d7~jgFo)eBtXR=Nk{5ae8>N*3%GY z{J&*Rt~?qy>2n&lajCYsXJCbIJiyW)wP=P9X)UqoeQm4|*HQfWvB%NPcZ~6r!d*8} zD+AmSv9)lj)Wa)m*YFutYU0nAnd#&Z8fE1hb3jAQz@q*6yf8g6KRmQ}tzu?O}`2LQgz-s1kiJcWKxwah)HQF${XyyyfowT}G_~gt&VA6Sipw3qMOH8VcX0CawC#ocZ zz-5OevR-Xo^^ZFcQ}67-r`SfrOCh#ke9Idq2if)q z$bYl}c}A?;Gp<^LzlK7iGZrTRo52#Z${fDcMO%Plks|pPrANR~zoxSKX%o<@$h%{9 z&=BY&g2kf?1~f2gdNK2NsxDwZqK5jLX@i8>c@vehnjmLtiM5h~{_O@h2(gN|IdNYD z%m#T%_!p`H^>I|huV6P=-@inY0lGl-mEAzSe~B~qYx3;Ai35wC>tihuTfpw_B^uQw zy7U{1fQ>a2X(C{s9+**ED*|H9mKS!7tOxr0NAEXSt_M7~TT0O+9>6tS&!h*->;vcV zHQ?3Q-M!B)tp?MhOJu~{E*QjCfln`P2CT?u0U75_*SKi^!sP2O{~l4D#J+gMb8YGx z!*p_vhPwHVVc9XJOn!~8kMpBBk6?ru`t^wT5Y~`-ptXzs8H*FBs6Uw8gAJ?2FnLLK zZoE6J6XQ+(WV_F%9Si+gHZo;Xi~U*Ssl0AmEheyfi4XqtDnDBF9J|1fZ*k*%f|ar_ zQKzWw;(JCRW=k7#G@Qu9PL(%W&X3)|+|Zdu+KJXEELJMmW)<#=l);n_A3+fE8_bgFNT6LV^ zxnTh?9(+D`-8~shYv!Ku$)eTRQ@UZ|-