From 00fbd219ddcc2819690d4fbef3a7415d7b3d7d59 Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 12:29:32 +0100 Subject: [PATCH 01/16] first test --- task_1_predictions.csv | 4439 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 4439 insertions(+) create mode 100644 task_1_predictions.csv diff --git a/task_1_predictions.csv b/task_1_predictions.csv new file mode 100644 index 0000000..2c67ced --- /dev/null +++ b/task_1_predictions.csv @@ -0,0 +1,4439 @@ +1.361751777225733484e+00 +2.426007441158454458e+00 +1.291170090926118119e+00 +1.210216682753884276e+00 +1.052880199365864078e+00 +2.207014431103764718e+00 +1.633570073142444068e+00 +1.307571724152536419e+00 +1.570688375242710766e+00 +9.458561888398009376e-01 +1.391877133698169011e+00 +1.271534718998873714e+00 +1.328816065909240285e+00 +1.635143936478131277e+00 +1.325127759669873839e+00 +1.106096140796814176e+00 +1.405795175996265911e+00 +1.040722037149298007e+00 +1.565313846425944400e+00 +1.981769890591819072e+00 +7.472836968504180666e-01 +1.535650405194638690e+00 +1.246298072888038178e+00 +1.472288611174753958e+00 +1.256883690153640654e+00 +1.224324943594590653e+00 +1.579301060363461628e+00 +1.615975119911086111e+00 +9.726566156802917140e-01 +5.840444663740829156e-01 +1.464479249752893342e+00 +9.860144224155531489e-01 +1.281630485999925018e+00 +1.632321055761306150e+00 +1.340158505872794947e+00 +1.610424247357813421e+00 +1.124048364344041762e+00 +1.110482362376000509e+00 +1.464838507831661252e+00 +8.865969847973137474e-01 +2.082351045352317964e+00 +1.295444006637088030e+00 +1.491107162327295343e+00 +1.129959517182949735e+00 +1.195193797931725088e+00 +1.386797001892363213e+00 +1.639156582473678458e+00 +1.203503404179805614e+00 +3.280411320976597711e+00 +9.977187013776859237e-01 +3.599397104131706882e-01 +1.207376400275040229e+00 +1.625618087691660607e+00 +1.432506449134434368e+00 +2.541690770867749638e+00 +1.033234235788742295e+00 +1.641996380829989555e+00 +1.979075875145660746e+00 +1.123590690125252367e+00 +1.855554675484597515e+00 +1.523973317254093907e+00 +1.591151451522873961e+00 +1.692555057143467767e+00 +1.346002821315032572e+00 +1.878509267820392514e+00 +1.239329165923604981e+00 +8.407511870071040505e-01 +1.382324991743706821e+00 +1.135451052563231311e+00 +2.028336818845314138e+00 +1.352080711942639235e+00 +1.091331281089171767e+00 +7.731650855479669238e-01 +1.442715287094783472e+00 +1.124724060832738459e+00 +3.040362093257893861e+00 +1.209753283961706449e+00 +9.458561888398009376e-01 +1.404397185073128718e+00 +9.827884062473655202e-01 +1.550889401090292941e+00 +2.318636506671632347e+00 +1.347202532693171140e+00 +7.999327906091896478e-01 +1.383045150866859085e+00 +1.652662137245442198e+00 +1.255603037130914812e+00 +8.977584947289094508e-01 +1.240049806437565350e+00 +6.647519066564111512e-01 +2.623023707983053843e+00 +1.246125844793106952e+00 +2.711224057705585722e+00 +1.263871012644479652e+00 +1.656669708648831341e+00 +1.039905138256288053e+00 +1.762315780083026695e+00 +1.268339585602577424e+00 +1.475407545385108987e+00 +1.111005576520534666e+00 +1.161421488999189622e+00 +1.492431093866931846e+00 +1.225758485111976270e+00 +1.887511698321314269e+00 +1.058593552477438804e+00 +1.669280116338265563e+00 +1.186049587131275729e+00 +1.347359560971460812e+00 +1.314720634316490111e+00 +1.173039967251708671e+00 +1.413361590495088915e+00 +1.063214222655607166e+00 +1.679837725591565967e+00 +1.128604155920359897e+00 +1.147709638581416725e+00 +1.540611622050860996e+00 +1.814040913571007829e+00 +1.471314996436300815e+00 +2.080293761439717670e+00 +1.082220229029680070e+00 +1.563862176318302266e+00 +1.441683981362342104e+00 +8.534241247470695235e-01 +1.265109263336191558e+00 +2.603121380012291652e+00 +1.279119171723297921e+00 +1.141753918517563138e+00 +1.028389760692053123e+00 +1.379626911874535011e+00 +2.209431585214761018e+00 +9.306585468818229234e-01 +1.748046829129683566e+00 +1.136557980893264430e+00 +1.417407134087535381e+00 +1.369247467429119292e+00 +9.373869243423116338e-01 +9.645560528336520889e-01 +5.860460583057099937e-01 +1.568552157420396664e+00 +1.970550665566664028e+00 +2.168699574518822004e+00 +2.157267251121641749e+00 +1.329961940908976237e+00 +1.456899454506239477e+00 +1.680767652609337359e+00 +1.169917825909232878e+00 +1.356387335483378864e+00 +1.340565806628191803e+00 +1.856043167974031016e+00 +1.381945692678983928e+00 +2.337797102820097894e+00 +9.781027149767168583e-01 +1.079762929440440722e+00 +1.431778674365819848e+00 +1.186693649200214695e+00 +8.929317320677661041e-01 +3.201954022737793615e+00 +4.963870547512660991e-01 +1.473721355741819172e+00 +1.714208877077249893e+00 +1.231457942736867928e+00 +1.494100818977703860e+00 +1.377694993246918465e+00 +1.119479058278783468e+00 +1.419373555724254610e+00 +1.335241982792920501e+00 +1.702678607280788903e+00 +1.418964654609147225e+00 +1.517689959593165661e+00 +1.817890603269396443e+00 +1.120544759792926115e+00 +1.361957024098419566e+00 +9.914088673912038185e-01 +1.250034438870327502e+00 +2.221808840857103728e+00 +1.173561778573220860e+00 +1.281645129293075724e+00 +1.338497384630779052e+00 +1.333721378778770283e+00 +1.045110637444323753e+00 +1.310501731286337179e+00 +1.176891807468468443e+00 +1.185800899294650490e+00 +1.343717249912977252e+00 +2.106527695878599005e+00 +1.872069121058996144e+00 +1.596174705410192018e+00 +1.670066605887597033e+00 +1.513894216044431973e+00 +1.554940965985772694e+00 +1.052880199365864078e+00 +1.044365760909068852e+00 +1.427106419188709063e+00 +1.515641781422992551e+00 +1.127011684727765362e+00 +9.722422176091447543e-01 +1.392398278943828505e+00 +1.062129423575980169e+00 +1.330060819458180221e+00 +1.674010620438339592e+00 +1.440379963155807852e+00 +1.074428697062555393e+00 +1.726939137657119705e+00 +1.180501850563417054e+00 +1.326951859376242604e+00 +1.145125190423308847e+00 +1.403182623285707642e+00 +9.897943875758273835e-01 +1.846016405016726925e+00 +1.361296357548072322e+00 +1.025992722282349501e+00 +2.009887807173789120e+00 +2.249240600897766118e+00 +9.528174978709439413e-01 +1.848370346801875730e+00 +1.482977746922955031e+00 +1.270918587737176475e+00 +1.910715107365835941e+00 +1.582321003049200092e+00 +1.519177508784003816e+00 +8.764537891734671682e-01 +1.514641759111254427e+00 +1.277321512660651193e+00 +1.578526481306546492e+00 +1.122724828972810895e+00 +2.459171833967090937e+00 +1.263852816964420311e+00 +1.023264828959449035e+00 +1.203220258000245124e+00 +1.599072501778212807e+00 +1.187665911457948420e+00 +1.346351300845502141e+00 +1.561496606311777890e+00 +1.680270550522331874e+00 +1.105156609423732839e+00 +1.467267422002725530e+00 +9.974966063340786615e-01 +1.857339629364652911e+00 +1.418512635130267485e+00 +8.985035448382254764e-01 +1.261824081051187596e+00 +1.507006087495509350e+00 +1.466627657833879939e+00 +1.521000766700717488e+00 +9.184949189198133856e-01 +1.077521173973795765e+00 +1.264711333702595475e+00 +8.964114586064649837e-01 +1.279264161335768479e+00 +1.108091362869661145e+00 +1.402066879614278783e+00 +1.061751879379487340e+00 +1.215560936159597372e+00 +1.424267938997799243e+00 +2.415743617928895137e+00 +1.305872327073813954e+00 +1.317298524235961388e+00 +1.382752573481521585e+00 +1.757273592606755530e+00 +1.554985560562990088e+00 +7.292388237267127815e-01 +1.790959005681154181e+00 +1.280598255951407083e+00 +1.297867861306159387e+00 +1.837355995288465937e+00 +1.223482377180582059e+00 +1.264055411867849976e+00 +1.284145500739402701e+00 +1.379675642033390215e+00 +1.727409887978643477e+00 +1.091307265764477341e+00 +1.405624420435489075e+00 +2.032461671816842230e+00 +8.966934671752161412e-01 +7.358475744231888216e-01 +1.041884064327264436e+00 +1.347884082796618310e+00 +1.227252136421794093e+00 +1.109578295510237567e+00 +1.827688027416813021e+00 +2.227624326013982081e+00 +1.078431320048572672e+00 +1.778451010553770306e+00 +1.508044889861468452e+00 +1.038723474728026508e+00 +1.430876416137854212e+00 +1.516216257707677428e+00 +1.211395874612446910e+00 +8.471013740264951020e-01 +1.319574985262864653e+00 +2.537294591377260211e+00 +1.273820077040573429e+00 +1.707995571347952435e+00 +2.009585077217544313e+00 +9.617543212008227149e-01 +1.943295762347189592e+00 +1.016924284379867149e+00 +1.239321811418421682e+00 +1.317075964918070996e+00 +1.188186235019718096e+00 +9.698026250508412494e-01 +1.449200618066702750e+00 +1.528832281957424044e+00 +1.432923400949605242e+00 +1.304207764873352327e+00 +1.288526335485487895e+00 +1.285777441017336375e+00 +2.202093421590979982e+00 +1.311549325765372087e+00 +1.130356767732651813e+00 +1.459517576120202831e+00 +1.539483510788950626e+00 +1.126688077032030888e+00 +1.655601076212877887e+00 +7.516959993649353633e-01 +1.939470462840083620e+00 +8.387603266330649898e-01 +1.851198857289581445e+00 +1.383045150866859085e+00 +1.283527193946157441e+00 +1.368009250551620370e+00 +9.772277872354261374e-01 +6.403567714328695093e-01 +2.609251575181150695e+00 +1.246298072888038178e+00 +6.647519066564111512e-01 +1.807069554468196060e+00 +1.392931958968569583e+00 +1.668828067321937780e+00 +1.514641759111254427e+00 +1.254728644080557398e+00 +1.276445563201443978e+00 +1.757151391525581863e+00 +1.272025615241765717e+00 +1.559127567771728451e+00 +1.275428900504320451e+00 +1.772783830855972242e+00 +2.495385483891097600e+00 +1.107340194198991767e+00 +1.775744832203660639e+00 +1.003930771708698710e+00 +1.650566171270824167e+00 +7.946630032839514524e-01 +1.205455812952492822e+00 +1.407338872914291716e+00 +2.711224057705585722e+00 +1.155750332855716156e+00 +1.382978966099769780e+00 +1.603590636286628346e+00 +1.741829911068419445e+00 +1.338186289059062783e+00 +1.122952110154617378e+00 +1.371410013756592994e+00 +2.227147042270503086e+00 +1.684129515501224583e+00 +1.281660494243260118e+00 +1.688449664785169224e+00 +1.153732460863208242e+00 +1.726519609538659905e+00 +9.215619656616685917e-01 +1.363965534896759202e+00 +2.315182635310077952e+00 +1.366372362011450070e+00 +1.019135222752256098e+00 +1.360403140891055962e+00 +1.515669415877326731e+00 +1.363976889317024543e+00 +2.031299461136689910e+00 +9.358462749379875545e-01 +1.390503527903502956e+00 +1.300100235971524354e+00 +1.295947941398520653e+00 +1.052880199365864078e+00 +1.290611759750293075e+00 +2.006906998967915357e+00 +1.334798857918933823e+00 +1.461415994559366105e+00 +1.261339123189769706e+00 +1.736397041596981827e+00 +1.350371527094546442e+00 +1.778687013403636774e+00 +1.854121080548527756e+00 +1.860394716584313324e+00 +1.362771820419494739e+00 +8.685250152759876885e-01 +6.551971643295035896e-01 +2.092677415487496084e+00 +7.596075027194335583e-01 +1.731926734703802317e+00 +1.301321066142502314e+00 +2.163080904127179682e+00 +2.152305396549644811e+00 +1.971078302581986019e+00 +7.026311372549325363e-01 +1.270048697839688323e+00 +1.518248497572242339e+00 +1.168604448146792540e+00 +1.260860521752668495e+00 +1.454063973077621030e+00 +1.548068682312994104e+00 +1.195718319756867931e+00 +1.213783958775036975e+00 +1.514641759111254427e+00 +1.868097666545295743e+00 +1.274498980032713336e+00 +1.302278869982030685e+00 +3.093890635086187224e+00 +8.946854987919559132e-01 +1.248701739013053036e+00 +8.302943179886611569e-01 +1.360294879041824556e+00 +2.037859692576443837e+00 +1.228150132580027920e+00 +1.632805935043987411e+00 +1.754859044859035322e+00 +1.027286861967080966e+00 +2.209431585214761018e+00 +1.035030046984409369e+00 +1.258452564031953491e+00 +1.040646770217012351e+00 +2.367421742341496049e+00 +2.699186927604035890e+00 +1.130356767732651813e+00 +1.830655097758878247e+00 +2.827153069935673280e+00 +1.393191930830282033e+00 +1.935890027957766879e+00 +1.866605011736247821e+00 +9.721469821238429843e-01 +1.533375123243449600e+00 +1.633440882516518755e+00 +1.290147810997415379e+00 +1.011863962510839432e+00 +1.263504933504791206e+00 +1.457578959453720735e+00 +1.662287995836528198e+00 +1.519046670247893305e+00 +1.229584277139551096e+00 +1.393455315824333240e+00 +1.918288397841437787e+00 +1.052408793881926430e+00 +1.374312579801777012e+00 +1.755109345785757613e+00 +1.556653588359357521e+00 +1.287013689542707118e+00 +8.922741365770177069e-01 +1.073012911778086220e+00 +1.264129797653370302e+00 +1.543701867563216146e+00 +6.607853442058333471e-01 +1.765544523115990749e+00 +2.673533818919071603e+00 +9.306585468818229234e-01 +1.043727209533249045e+00 +2.483517483806026327e+00 +1.120103264944708910e+00 +1.326950389014323939e+00 +2.192984046692675548e+00 +2.300926845373478358e+00 +1.003139453362365874e+00 +1.544074184130572736e+00 +1.545581107484010674e+00 +1.958621934584412916e+00 +1.247767564099083737e+00 +9.173409703785779801e-01 +1.187819543245322240e+00 +2.122738147329204850e+00 +1.565784498974437389e+00 +1.848370346801875730e+00 +9.687365541514895151e-01 +2.454019100693609623e+00 +2.420228499850295645e+00 +8.743921631185285204e-01 +1.136452665692750053e+00 +1.386797001892363213e+00 +1.529289801156848982e+00 +1.715326131983861080e+00 +1.571976502339918591e+00 +1.126030745908249697e+00 +1.436301138972808200e+00 +6.714253260562238479e-01 +1.261339123189769706e+00 +1.825735995666044387e+00 +1.638933005759407591e+00 +9.931199267414638765e-01 +9.315965792730092065e-01 +1.283160344648512474e+00 +1.754836650114003804e+00 +1.091780512111311774e+00 +1.461950207819323833e+00 +1.058593552477438804e+00 +1.566494146149647104e+00 +1.301036259748628465e+00 +1.712421791887674960e+00 +1.570658640773238135e+00 +1.287209558951699195e+00 +1.471088386283686988e+00 +1.829042339611406831e+00 +1.429346020373284398e+00 +1.233530604063731717e+00 +1.502509442215415714e+00 +1.246336326766507741e+00 +1.538140719671038603e+00 +1.565860698810123575e+00 +1.485857725653005668e+00 +1.384079370252927044e+00 +1.064528842965520194e+00 +1.246637598152799731e+00 +7.814287802274315631e-01 +1.553849972717599837e+00 +1.048180660844302503e+00 +1.146072307355856523e+00 +1.454581614837158199e+00 +1.002399800401762020e+00 +1.248572669428059445e+00 +1.386797001892363213e+00 +1.527488910176437509e+00 +1.403635260275510444e+00 +1.068957056828711005e+00 +1.230953013237703120e+00 +1.444184825423306284e+00 +2.634714518247578408e+00 +2.281173713693857241e+00 +1.168881307058582841e+00 +1.656233795296831568e+00 +5.840444663740829156e-01 +1.076580900744399383e+00 +9.010886885870271756e-01 +1.789798752302928175e+00 +1.415347469629156807e+00 +1.166623527188018539e+00 +1.595180823067797071e+00 +1.913168412343108082e+00 +1.137833046722293462e+00 +1.337285571010818463e+00 +9.050627571847443820e-01 +1.702156329738703899e+00 +1.155368209882931874e+00 +1.316201412682025396e+00 +1.925853425811281605e+00 +1.971322004178624798e+00 +1.834770581925969424e+00 +1.043305433958918282e+00 +1.263852816964420311e+00 +1.253587776722720593e+00 +1.243870260671199990e+00 +9.967925054439655819e-01 +9.029885294454744749e-01 +1.729641334095754823e+00 +1.323550145472878192e+00 +6.551971643295035896e-01 +1.156945092135946318e+00 +1.496779323784782623e+00 +1.635085657776394141e+00 +1.654942206384506065e+00 +2.484356959569885781e+00 +1.361166518861814057e+00 +1.170783168899187210e+00 +1.712715180568639584e+00 +1.403738935669021304e+00 +1.920807474831794481e+00 +1.246996170688384975e+00 +7.559905617216755580e-01 +1.648874033144039242e+00 +1.224995303068709296e+00 +1.115293457909934283e+00 +1.208055381631752079e+00 +1.480346289764703283e+00 +1.311275860109668345e+00 +2.153085556208975682e+00 +2.239860432031148374e+00 +1.074428697062555393e+00 +1.036771208944564204e+00 +1.306585763843371106e+00 +9.554683139744659659e-01 +8.223810175740394746e-01 +1.356224408453255759e+00 +1.810958339525868821e+00 +1.425590290044836950e+00 +1.584986169246159093e+00 +1.581634772689656465e+00 +1.666198326030763788e+00 +1.110775369273935498e+00 +1.224468055155728097e+00 +1.303513345236697818e+00 +9.384793336060620605e-01 +1.642434959966229346e+00 +1.631672842269384471e+00 +1.874504787895213909e+00 +5.908022995881133665e-01 +1.031363515615419946e+00 +1.071091140794585561e+00 +2.139742844146337308e+00 +1.338828767292985500e+00 +1.231101460328597019e+00 +1.048180660844302503e+00 +1.167143118525695744e+00 +2.490657034332858455e+00 +1.048086529235123132e+00 +1.248355735017188106e+00 +3.939750037683610095e+00 +1.397264620078766617e+00 +2.295484475872183516e+00 +1.316661025784128913e+00 +1.322530751802901694e+00 +1.264208383162227056e+00 +8.812674563381642789e-01 +1.658479297637130756e+00 +1.377254061797634543e+00 +1.000173359366875792e+00 +1.425658573378378868e+00 +2.313346378429757877e+00 +1.427471724215868321e+00 +1.221986389698966891e+00 +1.421620607342495513e+00 +8.611299204212813363e-01 +1.048119313137943154e+00 +1.740663928417982786e+00 +1.246712423781425327e+00 +1.346219392037905527e+00 +1.702519742346749521e+00 +1.500391251050716024e+00 +1.919230993368718163e+00 +2.390980386041535954e+00 +1.222799057700784564e+00 +1.330060819458180221e+00 +1.050072543762172739e+00 +1.401319504967610152e+00 +1.644508174613600771e+00 +1.994339542130702192e+00 +1.572377087322899047e+00 +9.238939290280189232e-01 +1.617482656507467809e+00 +1.519884312936498505e+00 +1.532312854088332843e+00 +8.785963638312351831e-01 +1.126605454517688010e+00 +1.214012481906435958e+00 +1.392686933387044412e+00 +1.773042260887853772e+00 +1.069627803548649725e+00 +1.048086529235123132e+00 +1.868885277550407231e+00 +1.229959529900339188e+00 +1.123245995519980722e+00 +1.227252136421794093e+00 +1.119909701593334805e+00 +2.416388907689815735e+00 +1.219686677317383783e+00 +1.845114622925814629e+00 +1.295505719767050090e+00 +1.231906601806135315e+00 +1.341623386449507960e+00 +6.504306873752336848e-01 +1.532156402954073293e+00 +1.960223001001270005e+00 +3.341041460688197073e+00 +1.516604437021885188e+00 +1.289635257185618666e+00 +1.017101696576523606e+00 +1.096642725632353654e+00 +1.353284855815294341e+00 +1.331132735293403480e+00 +1.444855047755412292e+00 +1.048086529235123132e+00 +1.595021526861190919e+00 +1.947952110042152851e+00 +1.390385617802162299e+00 +1.466499602330789465e+00 +1.756479885447498779e+00 +1.271640726028370416e+00 +1.435581595720010206e+00 +1.226681712856842354e+00 +2.001182490380331469e+00 +1.408292064683806633e+00 +1.193241346135625713e+00 +1.524962889116913356e+00 +1.048086529235123132e+00 +1.035089311681710367e+00 +1.179168714833680465e+00 +1.200018823911436661e+00 +1.649691686956566317e+00 +8.271025488890344501e-01 +8.223810175740394746e-01 +1.465208480068363128e+00 +1.318610315667481769e+00 +1.027738482355185834e+00 +1.140897297520940157e+00 +2.622130896606546635e+00 +1.023084020456362264e+00 +1.429905194577467009e+00 +1.255109448555773666e+00 +1.048180660844302503e+00 +2.634079570775115453e+00 +9.987289796899114780e-01 +1.751635758048611713e+00 +1.591442070141559029e+00 +1.297725729181419929e+00 +9.945139500657048659e-01 +1.179806554810237884e+00 +1.191128941843743183e+00 +6.749150372951938648e-01 +1.331132735293403480e+00 +9.458561888398009376e-01 +1.995422225237623248e+00 +2.518781114015474998e+00 +1.713455377263491952e+00 +6.641824411336038070e-01 +1.196487562821099582e+00 +1.408292064683806633e+00 +1.494815500679507192e+00 +1.377597704819925939e+00 +1.249285915787545109e+00 +1.407499021903221958e+00 +8.946999299022655450e-01 +1.438269185178137510e+00 +1.870467946031511675e+00 +1.819735335143715993e+00 +1.357630274261579562e+00 +1.783024199087152484e+00 +9.843352474182720524e-01 +1.129470312074277505e+00 +1.449272711015204607e+00 +1.297521520669410178e+00 +4.509254055421452190e-01 +1.011863962510839432e+00 +1.899050708551787814e+00 +1.680826178929107240e+00 +8.145271546463290768e-01 +8.663012084951819958e-01 +1.048180660844302503e+00 +1.396635984825449928e+00 +1.076479424639593674e+00 +1.561743799083976203e+00 +1.466627657833879939e+00 +1.296667612683640725e+00 +1.048086529235123132e+00 +1.209786355216775133e+00 +1.360403140891055962e+00 +7.532305723056821334e-01 +1.510544261361549845e+00 +1.375560485718056558e+00 +7.047795444310143154e-01 +1.559259905156861192e+00 +1.424518217693086397e+00 +1.169772149698569352e+00 +1.387007609572346478e+00 +8.965359572010920264e-01 +1.404051963149891336e+00 +1.497391771480947043e+00 +1.611655108881566267e+00 +1.751212952538819367e+00 +1.866275564526088449e+00 +1.877448615123759046e+00 +1.699438570617076483e+00 +1.059594028683936262e+00 +1.170532439622955501e+00 +1.048086529235123132e+00 +1.038654884037560011e+00 +8.841663524521752304e-01 +9.055777572381630280e-01 +2.487195168290158520e+00 +8.583658553747053332e-01 +1.161635908507688608e+00 +1.241017051436622332e+00 +9.907784464747831921e-01 +7.144266517192106036e-01 +2.007674419440433677e+00 +2.476582250746034664e+00 +1.863774015762239555e+00 +1.173408212097396763e+00 +9.918360716058438609e-01 +1.626558655702458500e+00 +1.591209997972010237e+00 +9.839777152921069803e-01 +1.334277856916217031e+00 +1.622801001447186975e+00 +1.639323713384928105e+00 +2.687995374084034772e+00 +1.589556366151545941e+00 +2.083558788645070603e+00 +1.666957448558133992e+00 +1.421041472244781279e+00 +7.077820965904789707e-01 +1.276984423715364914e+00 +1.436343938063434855e+00 +1.244946515000008969e+00 +2.132014818185761218e+00 +1.058593552477438804e+00 +1.286168956291894983e+00 +1.848370346801875730e+00 +2.031299461136689910e+00 +1.360252998423022719e+00 +1.658414286066639765e+00 +1.259450076020254938e+00 +8.555106267095302641e-01 +1.261824081051187596e+00 +2.013862683970313316e+00 +1.941671835859991813e+00 +1.975813169756089005e+00 +1.509564233682426426e+00 +1.213783958775036975e+00 +1.015996173826638094e+00 +1.410425671305384654e+00 +8.232316761087399293e-01 +1.919236705026081680e+00 +7.956216351758771399e-01 +1.499717444797824095e+00 +1.588451413035977700e+00 +1.504838662410248773e+00 +1.406425620883888783e+00 +1.912862736227147975e+00 +1.216275434007282996e+00 +1.328209754611635596e+00 +7.670432706770261566e-01 +1.545581107484010674e+00 +1.746814484172428017e+00 +2.190935587168460597e+00 +1.802171888601660221e+00 +1.235376572839898213e+00 +1.324397063019620902e+00 +9.570452032947729393e-01 +6.607853442058333471e-01 +1.114044269150216815e+00 +8.643965535052866578e-01 +9.862813837669724970e-01 +1.069898425474500980e+00 +1.749306476259921972e+00 +3.136040424318818687e+00 +1.327258875251886128e+00 +2.679821024587432543e+00 +2.254605189653128505e+00 +1.708866766894337808e+00 +1.350846974876193318e+00 +1.484085060844778425e+00 +1.062064558702086936e+00 +1.478457005798500479e+00 +1.994764047469337331e+00 +1.274743743324916467e+00 +9.129045106824981159e-01 +1.366546507485993045e+00 +1.281807725468040671e+00 +9.698026250508412494e-01 +1.354401184828411209e+00 +1.048180660844302503e+00 +1.523277595633814929e+00 +9.864288280447781609e-01 +1.503050621188326996e+00 +2.402019941938426495e+00 +1.036191067370052954e+00 +1.301036259748628465e+00 +9.367362922460971131e-01 +1.103813453309971715e+00 +1.290132396519817037e+00 +8.812674563381642789e-01 +2.119396397736866611e+00 +1.577481190603621020e+00 +1.844403595683572483e+00 +1.184613075623075495e+00 +2.077929839912507237e+00 +1.665615226111076375e+00 +2.382851652725399116e+00 +1.193949673391439870e+00 +1.483819082948345969e+00 +1.738545309017633933e+00 +1.248367308754596339e+00 +1.101194940542867373e+00 +1.665820488215935313e+00 +1.328821416360034924e+00 +1.797238087465780065e+00 +2.275226790540749278e+00 +1.042687261213876670e+00 +1.048086529235123132e+00 +1.085345068838656557e+00 +1.470741992495821382e+00 +1.184726209440216671e+00 +1.954636272248911233e+00 +1.727366277645358439e+00 +1.221626378106188016e+00 +1.364351877471595920e+00 +1.580155076877097331e+00 +1.427765541412556072e+00 +1.191892698569669395e+00 +2.652538287259627925e+00 +8.891007559082635403e-01 +8.985035448382254764e-01 +1.881745454383651150e+00 +1.249554528386467078e+00 +7.702224861307517267e-01 +1.937166848062805702e+00 +1.269769568753520206e+00 +1.197761476133831549e+00 +1.590462104439313684e+00 +1.516069238780878292e+00 +1.529269874120852357e+00 +5.604191732772100920e+00 +1.204200981445186835e+00 +8.407511870071040505e-01 +3.578487238884383803e+00 +9.134623355991400295e-01 +1.507950122501151125e+00 +2.549100714197654938e+00 +1.336339853348357254e+00 +1.470112824943852425e+00 +1.911012962877076671e+00 +1.917403614777393628e+00 +1.448197305562338277e+00 +1.470776863593499018e+00 +1.276431101793624290e+00 +9.287431510892490971e-01 +3.026914127466905136e+00 +1.104467361908320955e+00 +1.370522569989840456e+00 +1.228288153806578631e+00 +1.264128621659240892e+00 +1.110522052835227980e+00 +1.556653588359357521e+00 +1.944426198626491464e+00 +1.611655108881566267e+00 +1.133389139812490676e+00 +1.524677538230359231e+00 +1.261313856817227075e+00 +1.765642967922808282e+00 +1.316473002749603216e+00 +8.145271546463290768e-01 +1.470581715573914705e+00 +1.133567352222784264e+00 +9.948526341952604879e-01 +8.923931748623519233e-01 +1.549712479913137875e+00 +2.007504554013916476e+00 +1.156612850116756741e+00 +1.274877870647439071e+00 +1.637480309368009923e+00 +1.213450262005935310e+00 +1.170532439622955501e+00 +1.447922410117488790e+00 +3.479286399363655136e+00 +1.048086529235123132e+00 +1.482342799450392601e+00 +7.493704624710080253e-01 +9.177498998116565554e-01 +2.295883538150973457e+00 +1.471038405128558324e+00 +1.671776331292321283e+00 +1.546462722720540306e+00 +1.462188084294727686e+00 +1.585989304019272073e+00 +1.889933162468648842e+00 +1.480185120268132870e+00 +1.005111215439017602e+00 +1.091047796195879771e+00 +1.548068682312994104e+00 +1.315701756330062366e+00 +1.333692603193423309e+00 +1.237374518348443475e+00 +2.100856180183484412e+00 +1.534246659671405055e+00 +1.188338668362805439e+00 +1.251878629524147746e+00 +1.128342315039264410e+00 +1.871258479929049034e+00 +1.626333549036437676e+00 +1.488278692911729317e+00 +1.188026904941621664e+00 +1.271168838120986022e+00 +1.524711390396559230e+00 +2.833096418633440639e+00 +1.778546585930107282e+00 +1.169189497148040990e+00 +1.178639676325469399e+00 +6.647519066564111512e-01 +1.174755366636677456e+00 +1.222799057700784564e+00 +1.042500506467139765e+00 +1.183449906427205711e+00 +1.758561359811597891e+00 +1.446901228884627466e+00 +1.502716077737162648e+00 +1.087424629509705420e+00 +1.293591854079932935e+00 +1.679307662586565719e+00 +1.401409486286435691e+00 +5.674044241265806532e-01 +1.229457512367569949e+00 +1.682432500556237054e+00 +1.057649200950811164e+00 +3.253119758958717966e+00 +1.057923850674313382e+00 +1.017723816431863826e+00 +1.263852816964420311e+00 +1.080878944203188086e+00 +1.809510206905768914e+00 +2.041240507503885304e+00 +1.050762480296298929e+00 +1.085717853026429758e+00 +1.880385681380300822e+00 +9.157894063633001958e-01 +1.656567403512609671e+00 +1.157442536592950377e+00 +1.485152350449902015e+00 +1.871672777028457801e+00 +1.092988842373183278e+00 +1.859131659672843107e+00 +1.520827596017466421e+00 +1.502557177841668645e+00 +7.602445276024661913e-01 +1.197478555855611138e+00 +1.618090465271179168e+00 +1.193148841952401895e+00 +1.383045150866859085e+00 +1.350351584952341311e+00 +1.202000321661414795e+00 +1.234114160450284547e+00 +2.156755039920970507e+00 +1.740969561018201217e+00 +1.153001784213927738e+00 +1.274291160011117530e+00 +9.414105024177620296e-01 +1.604054309627918951e+00 +1.438277526873242174e+00 +1.611551784909510232e+00 +1.213783958775036975e+00 +1.925270349118084701e+00 +1.035089311681710367e+00 +1.973254842854174518e+00 +1.368941048846520125e+00 +1.581749571627139916e+00 +1.689369031708741975e+00 +1.669067804186932680e+00 +1.393191930830282033e+00 +1.633707613577639162e+00 +1.181975561860628465e+00 +1.027738482355185834e+00 +1.446440435135014635e+00 +1.277624642159595147e+00 +1.507506825740742240e+00 +1.539742501716241385e+00 +1.350291477973471821e+00 +2.014264869014040560e+00 +1.332224062481662585e+00 +2.208868140771693689e+00 +1.193136948290832056e+00 +1.109322547490583677e+00 +1.157325221178445052e+00 +1.152961363967129005e+00 +1.562075837549075086e+00 +1.320410242190365180e+00 +1.101065649236102839e+00 +1.483787774408085847e+00 +1.285777441017336375e+00 +1.264313014679300906e+00 +1.205698979069450560e+00 +8.113822322280089816e-01 +1.065155642664538327e+00 +6.607853442058333471e-01 +2.029333302511656445e+00 +1.699973992788552213e+00 +1.641996380829989555e+00 +2.732026195048510964e+00 +1.097858291279286025e+00 +1.314489131484512185e+00 +1.261780156752089876e+00 +1.375156379027823839e+00 +1.345388862484413028e+00 +7.509964055895921309e-01 +2.237751902849469676e+00 +1.415292077567409823e+00 +1.875103105917010904e+00 +2.168699574518822004e+00 +1.234302388431055109e+00 +1.138773843110216566e+00 +1.111556646521731917e+00 +1.602764749709435277e+00 +1.053495241350900224e+00 +6.106286544658210413e-01 +6.647519066564111512e-01 +2.380971300410344771e+00 +9.458561888398009376e-01 +1.268382601693161860e+00 +1.981637040407105976e+00 +1.049749156499912628e+00 +1.050975198101448571e+00 +1.047493035298823205e+00 +1.365718746270080164e+00 +1.331132735293403480e+00 +1.377734408253712850e+00 +8.841167495383943642e-01 +1.738397776652792714e+00 +1.721359084816701523e+00 +1.667091022672734901e+00 +1.521880262611325474e+00 +8.865969847973137474e-01 +1.175714610968397578e+00 +1.472212787673448098e+00 +1.332319305343731441e+00 +2.448505937158441892e+00 +1.049709920131995489e+00 +1.308988862921745655e+00 +1.349577056261537455e+00 +1.561906861372924338e+00 +1.930752133294309614e+00 +1.398836630595501118e+00 +2.007054169641979247e+00 +1.046889194141987778e+00 +1.459409208860837692e+00 +1.304513988094950339e+00 +1.043305433958918282e+00 +1.048086529235123132e+00 +1.498072811726062437e+00 +1.322232947295754801e+00 +2.158688043868960627e+00 +1.265512741425554477e+00 +1.405863302631956246e+00 +1.794153701953099533e+00 +1.257187642899177726e+00 +1.463929423420288423e+00 +1.209725186013769438e+00 +1.259989509015777776e+00 +9.085205692084553641e-01 +8.560922547814766581e-01 +9.853111979992249525e-01 +1.263862538854074069e+00 +1.452897717220893892e+00 +1.677602685737386690e+00 +9.990373015404171442e-01 +1.578526481306546492e+00 +2.122498811232135907e+00 +1.926266273401895601e+00 +1.519899058075461218e+00 +1.794554027530657514e+00 +1.448112557285896607e+00 +1.284250254326324336e+00 +9.699291228607008764e-01 +1.298886954426382578e+00 +3.337922448908772211e-01 +1.231457942736867928e+00 +1.312548501871147799e+00 +1.686602341587645437e+00 +1.612512217601679287e+00 +1.056805411694715646e+00 +1.236478369330104909e+00 +1.261354053045555812e+00 +2.154384062090398899e+00 +1.545557198591383186e+00 +1.352438859804285354e+00 +1.661030130920565728e+00 +1.325897945243379228e+00 +1.340410608508461054e+00 +1.248506088147034232e+00 +1.645792125365022285e+00 +1.658414286066639765e+00 +2.353057985740788283e+00 +1.161090593694924067e+00 +1.474682956952668489e+00 +1.864249808453650070e+00 +1.170532439622955501e+00 +2.066965121025120755e+00 +1.669658948370466911e+00 +1.213783958775036975e+00 +1.311039848544991671e+00 +1.970536864161956947e+00 +1.199256380985616044e+00 +1.363488049970256188e+00 +1.497201365102221349e+00 +1.238502792111493500e+00 +1.276276451589969607e+00 +1.782950967261551334e+00 +1.052880199365864078e+00 +1.263862538854074069e+00 +1.256277525071958889e+00 +1.304450808640365223e+00 +2.098078610965661728e+00 +1.433759078076918936e+00 +1.052880199365864078e+00 +7.535059715907803657e-01 +1.940831209055250639e+00 +1.257675586336134632e+00 +1.422522267870885093e+00 +1.198607169920484550e+00 +1.074428697062555393e+00 +2.667678066672476866e+00 +1.264055411867849976e+00 +1.026703874853395870e+00 +2.037285763110002978e+00 +1.178914558382419875e+00 +1.355991153676800121e+00 +1.653510035881836870e+00 +7.106994729992808235e-01 +2.377448790817063617e+00 +8.922741365770177069e-01 +1.416530481697347188e+00 +8.113822322280089816e-01 +1.448144174483827706e+00 +7.621949930559572817e-01 +2.414964468268584685e+00 +1.321555788125200470e+00 +2.050853660657328881e+00 +1.610850790032262392e+00 +1.166384292100234976e+00 +1.720688921849474973e+00 +1.828658872614571607e+00 +1.683458531591160767e+00 +1.393979484469941132e+00 +1.828564131000434800e+00 +1.702999771547547336e+00 +1.171313923135720136e+00 +1.016115595523136017e+00 +1.399792964251711735e+00 +1.117201062277115575e+00 +9.877459576236373717e-01 +1.247659639253740682e+00 +9.582843051378292509e-01 +1.695064376544268558e+00 +1.351473118082757052e+00 +1.091578223989310370e+00 +1.088223270396335263e+00 +1.289424392005346975e+00 +1.316739236529435253e+00 +1.732647385080333891e+00 +1.379748983149833075e+00 +1.426977017711939189e+00 +1.569050796974951201e+00 +1.108827797291062289e+00 +1.650342453124027831e+00 +1.529378960259927034e+00 +2.209431585214761018e+00 +9.990373015404171442e-01 +1.792473215013903332e+00 +1.190894636629141523e+00 +1.039799013012659756e+00 +1.655208574539865474e+00 +1.117178919841217866e+00 +1.299071314869721938e+00 +1.468494171252713532e+00 +2.004801704293887266e+00 +1.734912653868141641e+00 +1.471235112202920359e+00 +2.242234665953556583e+00 +1.028172263699407285e+00 +1.325846362685037860e+00 +1.133617637480372808e+00 +2.082186912441262194e+00 +1.011863962510839432e+00 +1.915922730063655877e+00 +1.544521486062924609e+00 +1.529082997897712959e+00 +1.410871688437720373e+00 +1.908930093940943706e+00 +1.198404687301526161e+00 +1.086027687774359762e+00 +1.329519540622988494e+00 +1.699091161731066890e+00 +1.356333547836985565e+00 +1.315821691059373855e+00 +1.431195623683864548e+00 +2.051485000552628168e+00 +4.141251158359851581e-01 +1.515786379298568409e+00 +1.377287574202166409e+00 +1.486720445692609305e+00 +1.048086529235123132e+00 +1.577722214508025855e+00 +1.264055411867849976e+00 +1.264989506486832616e+00 +1.041884064327264436e+00 +1.076278332322753828e+00 +7.431163040565064160e-01 +1.008988458116832021e+00 +1.640007759842379675e+00 +1.671360121738385551e+00 +5.860460583057099937e-01 +1.254949554175984305e+00 +1.217262856938723603e+00 +1.850856120875855160e+00 +1.981501747982756134e+00 +2.010978754201526275e+00 +1.262510114647365622e+00 +1.493800276457674547e+00 +1.442482688057070028e+00 +1.252516267435550112e+00 +1.554912347442793941e+00 +3.393505294640235537e+00 +1.221719190860651505e+00 +1.466469411353940488e+00 +5.609530731974317064e-01 +1.601245456257446742e+00 +8.088752861526591342e-01 +1.462871384339838210e+00 +9.891814929031291781e-01 +1.021902104656890575e+00 +4.427675825661707698e-01 +1.768476086249842982e+00 +1.866275564526088449e+00 +1.327521843334728668e+00 +1.159845089778342109e+00 +1.944362228702579243e+00 +9.795746422917864793e-01 +1.600062861627450594e+00 +2.184549931526678535e+00 +1.287449445731106534e+00 +2.093332658627416798e+00 +7.728023219073766326e-01 +1.768610222409060295e+00 +1.318708652383814739e+00 +1.218354257416276898e+00 +1.445726835632181739e+00 +9.117352395115924102e-01 +1.794249075492582390e+00 +1.335062938326557092e+00 +1.584414105786782212e+00 +1.278526469736274818e+00 +1.692552464304297954e+00 +1.332775624930260028e+00 +1.600068295254186479e+00 +1.304366114390570486e+00 +1.193949673391439870e+00 +1.971007993935848024e+00 +1.146081417327358354e+00 +1.252557140726060059e+00 +3.283575437670103625e+00 +1.018794679384991797e+00 +2.379945620143746332e+00 +1.908123523674456257e+00 +1.342286415743723982e+00 +1.451516570497758840e+00 +1.218492822593072678e+00 +1.248123007354847047e+00 +2.043773891581476043e+00 +1.181168505255611789e+00 +1.559758967492074877e+00 +2.039712771282870207e+00 +1.213180758676097870e+00 +1.429323721571021277e+00 +1.144729381241567090e+00 +9.525579360124287742e-01 +1.283302624136470893e+00 +2.290860542179176562e+00 +1.102194715728573859e+00 +1.267735821496896342e+00 +1.213377246482213678e+00 +1.396286901936310221e+00 +1.440195074616485993e+00 +1.465256560176164458e+00 +1.377362993170372585e+00 +1.494292669087159409e+00 +1.531410064265453563e+00 +1.374687303149294104e+00 +3.188107691479979522e+00 +1.559259905156861192e+00 +4.566163953978797929e-01 +1.161421488999189622e+00 +1.172230280790759194e+00 +1.005111215439017602e+00 +1.164918537222842998e+00 +1.548050076658269658e+00 +1.107340194198991767e+00 +2.966690788630539810e+00 +1.181564791379884349e+00 +1.281932883264073730e+00 +1.822264518629819641e+00 +2.600759098663799396e+00 +1.506071842721601106e+00 +1.199256380985616932e+00 +1.869390049125066344e+00 +2.007691924096449476e+00 +2.332251938560788940e+00 +1.023706769248411641e+00 +1.938573776666693504e+00 +1.288181649589989153e+00 +1.028137695843289290e+00 +2.282272974396948317e+00 +1.170532439622955501e+00 +1.396286901936310221e+00 +1.209617344521597859e+00 +1.857083929094518027e+00 +1.706492480085572083e+00 +1.617398569402471509e+00 +1.577078530492425523e+00 +1.107340194198991767e+00 +1.168046376090832394e+00 +1.474185420185267770e+00 +1.925722952110820341e+00 +1.394144278208216292e+00 +9.790700857046528149e-01 +1.597826945151012978e+00 +1.154112862959150387e+00 +1.197601664845336700e+00 +5.256413855391596224e-01 +1.345057342416061896e+00 +1.261824081051187596e+00 +2.132727867313963355e+00 +2.183059749605629207e+00 +1.007383590594547851e+00 +1.291418793470036519e+00 +1.201518969031015738e+00 +9.865577564525451759e-01 +6.607853442058333471e-01 +1.458475202575491014e+00 +1.634506883891094109e+00 +1.137372985979560047e+00 +1.213498317321633380e+00 +1.400398173941689972e+00 +1.333404576859307022e+00 +6.116004913615642469e-01 +9.781027149767168583e-01 +1.635967897802271809e+00 +4.460068535071966545e-01 +1.755729083899826071e+00 +1.736201416162660216e+00 +1.597115137151566611e+00 +1.622040418586960131e+00 +1.597761585804800655e+00 +3.809811217886580170e+00 +1.086669499582730847e+00 +1.048086529235123132e+00 +1.074428697062555393e+00 +1.444235778680757587e+00 +9.703967972404299314e-01 +1.304256554565736526e+00 +1.521000766700717488e+00 +1.222198681556945443e+00 +2.882587780141761868e+00 +1.184882413757809339e+00 +1.502980452938295519e+00 +1.244906169335349588e+00 +1.508317164332464211e+00 +1.361625961380287908e+00 +1.959820856915753362e+00 +1.243935450027040757e+00 +1.687160483510007580e+00 +1.264055411867849976e+00 +1.293538305421851442e+00 +1.266935733134259889e+00 +1.271692089498868805e+00 +1.261189133578680011e+00 +1.288098813569049428e+00 +1.074428697062555393e+00 +1.120135492507361663e+00 +1.293091808489395200e+00 +9.306585468818229234e-01 +1.062395642561223541e+00 +2.375567119383127590e+00 +1.085065244983165922e+00 +1.376134771669205170e+00 +1.323526653429996092e+00 +1.323526653429996092e+00 +1.298782414607703384e+00 +1.111207756258649759e+00 +1.629974211726381794e+00 +2.028971766317884562e+00 +1.261824081051187596e+00 +1.074428697062555393e+00 +8.724367116947333578e-01 +9.239907897589022534e-01 +1.254534871625356374e+00 +1.273177656028422255e+00 +1.133352679994563239e+00 +1.896891211968946056e+00 +1.340286313365431914e+00 +1.347314872136282204e+00 +1.286711607344658281e+00 +1.413015274764673146e+00 +1.294503392425729871e+00 +9.446963283930186472e-01 +3.337922448908763329e-01 +8.271025488890344501e-01 +1.301036259748628465e+00 +8.841227861693784496e-01 +1.429704877409157637e+00 +1.336641762796127342e+00 +1.053495241350899780e+00 +1.293185918464279105e+00 +1.297341170817391198e+00 +1.926987845925538068e+00 +1.032364103153702528e+00 +6.838538944680745413e-01 +2.751176922397441604e+00 +1.855903057452163996e+00 +1.916027767009101490e+00 +8.538173485773042914e-01 +1.227576374827150207e+00 +1.565313846425944400e+00 +1.406770549056279407e+00 +1.424537103568236596e+00 +1.206399586709699268e+00 +1.230249537818626893e+00 +1.254655519258148111e+00 +1.283281612231242930e+00 +1.622976654838078625e+00 +7.834906405874026980e-01 +2.874852695645375711e+00 +1.972258706047923749e+00 +1.848539395056737034e+00 +1.263852816964420311e+00 +2.272538797274852751e+00 +1.616760124124346110e+00 +1.747464958626641085e+00 +1.815938514466381770e+00 +2.081173404242871783e+00 +1.318067884007192214e+00 +2.168699574518822004e+00 +1.417610188568277252e+00 +8.565311443938311564e-01 +1.307281328008517818e+00 +1.170532439622955501e+00 +1.199692943656496480e+00 +1.846537074430031122e+00 +1.347730807738042769e+00 +1.403172631194675501e+00 +1.305597742831070773e+00 +1.468124591786955646e+00 +1.804879394681917049e+00 +1.709008916532300359e+00 +1.670948773076862182e+00 +1.951441881953332125e+00 +1.231457942736867928e+00 +2.416388907689815735e+00 +1.338183918357449986e+00 +1.574997258245490750e+00 +1.492431093866931846e+00 +1.034697215864813113e+00 +1.402367129877885032e+00 +2.136706748492747998e+00 +1.026517875662935619e+00 +2.029030757394359341e+00 +1.848539395056737034e+00 +1.467230432787080874e+00 +1.667799259646521204e+00 +1.498836347340626540e+00 +1.981637040407105976e+00 +1.611558267493835128e+00 +1.433584870938925393e+00 +1.010265174500665220e+00 +1.158526194796514641e+00 +1.044353016744042018e+00 +9.997651694889401197e-01 +1.568303769081570875e+00 +1.386797001892363213e+00 +2.804534361626657812e+00 +1.143228124392816847e+00 +1.285868895415018587e+00 +1.923799015248481847e+00 +1.550492027249368743e+00 +8.834002584992004525e-01 +1.463557438089710061e+00 +1.542660383859240758e+00 +1.141178032182509350e+00 +1.109322547490583677e+00 +1.603805456925451622e+00 +1.223372444841751783e+00 +1.325837406845100652e+00 +1.080289920279659199e+00 +1.546399653824173548e+00 +8.812674563381642789e-01 +1.785528674416749562e+00 +1.088601345073842763e+00 +1.634182891312808916e+00 +1.527037700400310172e+00 +1.013361773778823638e+00 +1.146106120277994078e+00 +2.286565829171455899e+00 +1.346196356662709537e+00 +1.346250650454389408e+00 +1.052880199365864078e+00 +1.339760509113813391e+00 +1.845059667434432615e+00 +2.192198172552296320e+00 +1.009797653257439087e+00 +1.848370346801875730e+00 +1.773194701592912370e+00 +1.548623803455988268e+00 +1.392760730288700621e+00 +1.271425752646718088e+00 +2.029030757394365114e+00 +1.273016105383042662e+00 +1.608345570065290886e+00 +1.223882092558780998e+00 +2.134927884582074942e+00 +3.071119031791368137e+00 +1.772629617537988977e+00 +2.212255216881334086e+00 +1.761691950930997841e+00 +1.563191953986164506e+00 +1.108363797214991564e+00 +1.052880199365864078e+00 +1.743754765616217117e+00 +1.283545758351773758e+00 +1.056781510007689606e+00 +2.115287955376759399e+00 +1.447877538675197640e+00 +9.909447655333903926e-01 +1.103607402085660993e+00 +5.924071470499864267e-01 +1.708383194410523664e+00 +1.372199971846542965e+00 +1.139072452273560243e+00 +1.405972742070405346e+00 +1.315498644154006413e+00 +1.350747223917084128e+00 +1.329937738684856985e+00 +1.230748295561656658e+00 +1.848370346801875730e+00 +1.440313792297664541e+00 +1.773336128954286828e+00 +1.512266120342438347e+00 +1.990415556288426702e+00 +2.204226677005510560e+00 +7.953224600610910855e-01 +1.320872792428834375e+00 +1.674690782095390018e+00 +1.383045150866859085e+00 +1.291335404965376465e+00 +2.048417107198725162e+00 +1.915261026962415070e+00 +1.040248444052630283e+00 +1.463594460742129177e+00 +1.037531279948104901e+00 +1.418753690117189326e+00 +1.244100699736015336e+00 +1.213783958775036975e+00 +1.318871835803076431e+00 +1.009066652718021873e+00 +2.262168955118922575e+00 +1.730493316279908989e+00 +1.310380603718813930e+00 +1.778926459592337750e+00 +1.857897733128671902e+00 +1.240712843450818115e+00 +8.065011031581869050e-01 +1.418328571658108661e+00 +1.342847129218969204e+00 +1.282209411576237246e+00 +1.722330074283078272e+00 +1.536183125975459696e+00 +1.171616393866462325e+00 +1.045900432251584133e+00 +1.373359124413465304e+00 +1.512288487747458277e+00 +1.292482675507119261e+00 +1.244649940555373702e+00 +1.364589713071771682e+00 +1.360413475162541408e+00 +1.404119134272103331e+00 +8.695486741920921414e-01 +1.318457745510101864e+00 +1.371410013756592994e+00 +1.199484152964861661e+00 +1.053655771399417906e+00 +1.671986778748326019e+00 +1.530136789261753005e+00 +1.445440994310316807e+00 +1.181092974219743352e+00 +1.261339123189769706e+00 +1.966029631728458904e+00 +1.129727806024524162e+00 +2.244765824241029772e+00 +1.529146179654157889e+00 +1.537072613028937385e+00 +1.378156723393634486e+00 +1.193609935010422340e+00 +1.100142727466647763e+00 +1.975030652811622600e+00 +7.385203283444390365e-01 +1.119479058278783468e+00 +1.835741880693626982e+00 +1.195718319756867931e+00 +2.209431585214761018e+00 +1.379850967374149029e+00 +1.180135945591099356e+00 +1.103497533977799261e+00 +1.306807679331426275e+00 +1.483965516562574916e+00 +1.974403995764725916e+00 +1.347116203299692394e+00 +1.795712913415454803e+00 +1.753922642730719739e+00 +1.511732346504912172e+00 +1.117849291484223517e+00 +1.477323895019143185e+00 +1.251639249514461483e+00 +1.262604392277946408e+00 +2.052573912589150673e+00 +1.024690331691066714e+00 +1.057903334354373781e+00 +9.818509919854235823e-01 +9.997791915818328157e-01 +2.314673713487208406e+00 +1.373942591582444583e+00 +2.953446645479875787e+00 +1.186537943438950915e+00 +1.386797001892363213e+00 +1.611749615874067398e+00 +1.193148841952401895e+00 +1.855002662674839486e+00 +1.449507686251038763e+00 +1.180421727234812090e+00 +2.226613492270276939e+00 +9.099703295093758415e-01 +1.775763972198629137e+00 +1.339647039484236135e+00 +1.034697215864813113e+00 +1.514778431279435011e+00 +3.086496563370723312e+00 +1.563191953986164506e+00 +1.197164809117543305e+00 +1.551339285067317331e+00 +1.536825798080671213e+00 +1.951982459649197921e+00 +2.233522403427303349e+00 +2.168641885667816016e+00 +1.523973317254093907e+00 +1.453414484382670624e+00 +1.954636272248911233e+00 +1.062064558702086936e+00 +1.052880199365864078e+00 +1.011863962510839432e+00 +1.204930521337583382e+00 +1.392482962025590520e+00 +2.093808735406565091e+00 +1.341659549986755184e+00 +1.214257121103047954e+00 +1.135735122431767552e+00 +1.620620260829106929e+00 +1.615592467675128763e+00 +1.240254982214345825e+00 +2.001033381405289635e+00 +1.466754805358777780e+00 +1.037112938814736429e+00 +8.470713083005737554e-01 +1.074428697062555393e+00 +1.510509224482592616e+00 +1.357649279878101023e+00 +2.107975560510386259e+00 +1.492434916572266124e+00 +2.119713984882249047e+00 +1.346899664571795663e+00 +1.323978679713811335e+00 +2.190935587168460597e+00 +1.365996515680671930e+00 +1.108827797291062289e+00 +1.339768803891160376e+00 +1.431462900780962499e+00 +1.283808974692216776e+00 +1.787198862233492669e+00 +1.238350005039595025e+00 +1.185661377568111075e+00 +1.211094341947576813e+00 +1.442726494950656635e+00 +1.329811424898986960e+00 +1.109400017657067083e+00 +2.300950790360319687e+00 +1.154094897933332087e+00 +1.824265534014960277e+00 +1.308178451105472817e+00 +1.213180758676097870e+00 +1.033860047606360411e+00 +1.197761163816168484e+00 +1.459908612856305243e+00 +1.464659044322034198e+00 +1.678811241206724425e+00 +9.966606862955454949e-01 +1.133497326226922564e+00 +2.018976156506766539e+00 +9.423176654415351683e-01 +1.213783958775036975e+00 +1.096642725632353654e+00 +1.415817788984004899e+00 +1.067008972425320890e+00 +1.725661022919590781e+00 +1.743744102499117377e+00 +6.242669787032470996e-01 +1.393169864504724798e+00 +1.075474849684936673e+00 +1.121645044408193126e+00 +1.515641781422992551e+00 +1.467851770355823593e+00 +1.373577355649730158e+00 +1.372236568697344117e+00 +1.605150246435503414e+00 +1.316867342046959877e+00 +9.660233473791781655e-01 +2.846926116144767427e+00 +1.472496668035850220e+00 +1.161054623585681123e+00 +1.292958371075273005e+00 +1.777612805756994208e+00 +6.745608670715896871e-01 +1.045491503592957727e+00 +1.368155492801238937e+00 +2.329961645056728425e+00 +2.272049536802713821e+00 +1.080347859604190441e+00 +2.056246399461084007e+00 +2.594109332962831971e+00 +1.873464206654354314e+00 +1.209617344521597859e+00 +8.914630014101684319e-01 +1.029555409754600470e+00 +1.173337326066202113e+00 +2.225149750176453001e+00 +1.896891211968946056e+00 +1.146983851003116284e+00 +2.163606407094939676e+00 +7.254545040512536680e-01 +1.858673005950404411e+00 +2.029299153426680213e+00 +1.470847555793277639e+00 +7.739354081842195754e-01 +1.632094127928756633e+00 +1.554940965985772694e+00 +1.283134229949430161e+00 +1.083175632528738275e+00 +1.186253361809877394e+00 +2.145556431122273455e+00 +9.287431510892490971e-01 +3.840419718160760776e-01 +1.516593760606053554e+00 +1.192072565291472541e+00 +1.424429255043692777e+00 +1.565784498974437389e+00 +1.781421285404304333e+00 +1.706475999661341891e+00 +1.142461727601590482e+00 +5.908022995881133665e-01 +1.024139972021329781e+00 +1.322674707684238227e+00 +1.243895940431767766e+00 +1.490738185910520652e+00 +1.124503696629381544e+00 +1.817295294269847261e+00 +1.308149147579307892e+00 +9.562481582843539440e-01 +2.882587780141761868e+00 +2.003692043165119507e+00 +1.257159653484066109e+00 +1.764179787804718735e+00 +1.112326940493336247e+00 +1.773194701592912370e+00 +1.932530841434479063e+00 +1.261339123189769706e+00 +7.593709415392296824e-01 +1.047502289707207490e+00 +1.441810880478737067e+00 +1.939257052228053890e+00 +1.271425752646719864e+00 +1.304445950028855439e+00 +1.267100060263274042e+00 +1.232625310092952731e+00 +2.568957114093633365e+00 +1.314250849174018132e+00 +1.562972565360111421e+00 +2.293908886590816820e+00 +1.343301249844763401e+00 +2.045964477548098959e+00 +1.174808968087730499e+00 +1.048086529235123132e+00 +1.124317134273396857e+00 +1.367268795859401642e+00 +1.634962148944597793e+00 +2.242243437881049406e+00 +1.396286901936310221e+00 +1.533274615047024447e+00 +1.288629837511344745e+00 +1.112705671611325275e+00 +1.136061961613421323e+00 +1.271051522969559588e+00 +1.530741967268432813e+00 +1.638837031049981574e+00 +1.158121207228302918e+00 +1.378065039942195424e+00 +1.066377727905411632e+00 +1.527037700400310172e+00 +1.450810511739215602e+00 +1.279262914737308465e+00 +1.844844470571214146e+00 +1.707995571347952435e+00 +1.215014933294890964e+00 +1.678144613960247611e+00 +1.348776921454585054e+00 +1.210108853676870710e+00 +1.048086529235123132e+00 +1.005915526472257904e+00 +1.603830193921424563e+00 +1.878509267820392514e+00 +5.281357572038617443e-01 +1.664479948567137990e+00 +8.677845881931198768e-01 +1.077521173973795765e+00 +1.537931323139507311e+00 +1.027487395133151127e+00 +1.279509293479224707e+00 +1.662855399647364951e+00 +1.566117877140360326e+00 +1.386797001892363213e+00 +1.316986905464588631e+00 +1.029225003955223317e+00 +1.057093217168302068e+00 +1.261811036316875967e+00 +1.183227922762776441e+00 +2.110332009222498417e+00 +1.047493035298823205e+00 +1.327838562846441528e+00 +1.954679854146372353e+00 +1.501921928420574481e+00 +1.573974438375520091e+00 +1.129299985000832729e+00 +1.135679831555091335e+00 +1.177948798830826815e+00 +1.371034319216607011e+00 +2.176133986316706626e+00 +1.477249892179347546e+00 +1.205821374609792551e+00 +1.566296404738344306e+00 +1.075121324810979218e+00 +1.807520848450120843e+00 +1.264055411867849976e+00 +8.840874334247038613e-01 +1.115122964987908416e+00 +7.810356566425024072e-01 +1.300100235971524354e+00 +1.276920188928312161e+00 +1.041884064327264436e+00 +1.327263856389231611e+00 +1.746434841924523695e+00 +1.794431265821634369e+00 +1.857971386491988897e+00 +1.317075964918070996e+00 +1.326735791489989325e+00 +2.128072028044008857e+00 +1.532708609872261318e+00 +1.328180215182369173e+00 +1.286342721535322253e+00 +1.212038174871633789e+00 +1.307626080445726036e+00 +1.141659473137159209e+00 +1.299668868620745599e+00 +2.007691924096451253e+00 +1.103359140055886645e+00 +1.386797001892363213e+00 +1.318254808727316707e+00 +1.293591854079932935e+00 +1.741368099558898042e+00 +1.231018166535476688e+00 +1.554940965985772694e+00 +1.342050906351573758e+00 +1.248847062716582412e+00 +1.457950390057751289e+00 +3.298973950043899261e+00 +1.048086529235123132e+00 +8.093016565222054259e-01 +3.187607233214949431e+00 +1.137372985979560047e+00 +1.923977365421857044e+00 +1.559246425875597586e+00 +1.109578295510237567e+00 +1.300155358958990703e+00 +1.566187853529182883e+00 +1.108827797291062289e+00 +9.446963283930186472e-01 +1.256883965299510963e+00 +1.384631389856009198e+00 +1.987160211500341722e+00 +9.772277872354261374e-01 +1.878708856606999600e+00 +1.413005537083759977e+00 +1.250905598459192358e+00 +3.337922448908772211e-01 +1.081646601168423816e+00 +1.311361633981645625e+00 +3.337718894999758046e+00 +9.414105024177620296e-01 +1.179263894769710497e+00 +8.271025488890344501e-01 +1.936281389967609456e+00 +6.647519066564111512e-01 +1.318782471420397950e+00 +9.870725881634264676e-01 +1.406306548980181370e+00 +1.098973652630698350e+00 +1.757593272037833554e+00 +2.003299841283002536e+00 +1.390288098793140970e+00 +1.429857861282165965e+00 +1.273328137656901227e+00 +1.773188302859280530e+00 +8.241148667974648179e-01 +1.535966335687239059e+00 +1.947952110042152851e+00 +1.813791672755779016e+00 +1.869722498208026940e+00 +2.000450419997462426e+00 +8.238049417934215635e-01 +1.843003875960685933e+00 +8.251552314755403739e-01 +1.856043167974031016e+00 +1.295829466147189635e+00 +1.622976654838078625e+00 +1.479258872055537744e+00 +1.245753923630726234e+00 +1.256667170341674300e+00 +1.180691578986731827e+00 +1.282878400449536826e+00 +1.105165395909232018e+00 +1.831129691708852869e+00 +1.271203352086017091e+00 +1.012358560942182351e+00 +1.834203110543819015e+00 +1.305495798832674303e+00 +8.113822322280089816e-01 +2.137718506130413587e+00 +2.067301792932258131e+00 +1.261824081051187596e+00 +7.347270058447384899e-01 +1.213783958775036975e+00 +1.712737939782736918e+00 +1.255949850526703049e+00 +1.579925303492429212e+00 +1.386797001892363213e+00 +2.331746689974272702e+00 +1.452595500016399921e+00 +1.645687410432523867e+00 +2.063044131826724747e+00 +1.399523667438217434e+00 +1.342110770560857702e+00 +1.576165898785811370e+00 +9.785250594227478116e-01 +2.474695581115056164e+00 +1.159318290362421955e+00 +1.148951968085873965e+00 +1.210108853676870710e+00 +2.484356959569885781e+00 +1.203613297579566144e+00 +1.302283300899862439e+00 +1.376679091092515961e+00 +1.582953096993962028e+00 +1.760289641243910630e+00 +1.465643245182282506e+00 +1.731926734703805870e+00 +1.481634460976720913e+00 +2.152060790383222066e+00 +2.141875462447881073e+00 +1.167851012657409093e+00 +1.347945815777989775e+00 +1.225758485111976270e+00 +1.356948039851116228e+00 +5.840444663740829156e-01 +1.419098706214988237e+00 +1.131311469866886910e+00 +2.656936853365525320e+00 +1.128532760290796411e+00 +1.267716747515033049e+00 +1.864515749793885124e+00 +1.304777704407970251e+00 +1.640975975171602652e+00 +1.395406231054249213e+00 +1.168821466635892037e+00 +1.779162714768157905e+00 +1.729190877602635457e+00 +1.773194701592912370e+00 +1.074428697062555393e+00 +1.858107936719218811e+00 +2.295477447354786094e+00 +3.337922448908772211e-01 +1.616683108987924333e+00 +1.474607528474181306e+00 +1.086669499582730847e+00 +1.316373382652282764e+00 +1.195718319756867931e+00 +1.733314891062218921e+00 +1.421088651702756556e+00 +1.555394803452988306e+00 +1.659491596150415749e+00 +8.989734093365364664e-01 +9.332664669518323519e-01 +1.610850790032262392e+00 +1.228288153806578631e+00 +4.149878601462875238e+00 +1.065756791741809817e+00 +1.280652433724602357e+00 +1.193436738096180116e+00 +1.764920226636951250e+00 +2.053158748247248422e+00 +1.772163075939485299e+00 +2.367421742341496049e+00 +1.178639676325469399e+00 +1.246892246140167693e+00 +1.096250159523349366e+00 +1.986225663025242172e+00 +2.184158814289508310e+00 +2.109353582301823238e+00 +1.082220229029680070e+00 +7.297156581006060128e-01 +1.246533484493019595e+00 +1.725141394320570676e+00 +1.131081729179495010e+00 +1.284250254326324336e+00 +1.192325089363436064e+00 +1.166335133899643939e+00 +1.563191953986164506e+00 +1.272114324254226103e+00 +9.700482108266049730e-01 +2.976261237868952580e+00 +1.273156468203293423e+00 +1.302731886329883348e+00 +1.557079300018761270e+00 +6.545105642730809636e-01 +2.175257258788164894e+00 +8.812674563381642789e-01 +1.240021006102322021e+00 +8.724782504426937813e-01 +1.246844393038340160e+00 +1.196616431204011954e+00 +2.774357897089926528e+00 +1.284250254326324336e+00 +9.990373015404171442e-01 +8.671475305015881041e-01 +1.459815834917193023e+00 +1.784884186442243115e+00 +1.017377021698429918e+00 +9.291846383771781293e-01 +8.644590899187779565e-01 +1.107168615588621563e+00 +3.337922448908772211e-01 +1.445213705986446273e+00 +9.675316867481812411e-01 +1.233409634329130533e+00 +1.128040510348460534e+00 +1.481470660082965018e+00 +1.516216257707677428e+00 +2.000746008038805090e+00 +1.363406767892076932e+00 +2.089067994763847746e+00 +1.116511543600093193e+00 +2.381897561675982544e+00 +1.022667230376778980e+00 +1.051539193027721142e+00 +3.337922448908772211e-01 +8.955637237052945787e-01 +1.268832657192692670e+00 +1.290611759750293075e+00 +2.994296334490314848e+00 +1.098434109107001788e+00 +1.497533323908403879e+00 +1.588797688996144153e+00 +1.585666575225246566e+00 +1.140337528815167811e+00 +1.648993607443702158e+00 +9.304594630755814721e-01 +1.026348182834347700e+00 +2.590704128966148545e+00 +1.493634372863819060e+00 +1.296686336043087584e+00 +1.415157062992219883e+00 +1.507622031164942422e+00 +8.804462732842947004e-01 +1.723246590034124504e+00 +1.751194028312041739e+00 +1.545518737548118748e+00 +1.133131196463573076e+00 +1.169673185958143291e+00 +2.768155263855168968e+00 +1.021009237527112479e+00 +1.603241137883064216e+00 +1.222301805596185176e+00 +2.396433488490510744e+00 +8.271025488890344501e-01 +1.301036259748628465e+00 +1.549275356427415984e+00 +1.203271342922439757e+00 +1.128604155920359897e+00 +1.401674911412911895e+00 +1.262995436307965402e+00 +1.607158424505376937e+00 +9.935184639562459896e-01 +1.492431093866931846e+00 +1.577000334965395156e+00 +1.500635754200908112e+00 +1.048086529235123132e+00 +1.069632013457280317e+00 +5.603129960472266191e-01 +1.385951647463169456e+00 +1.559314183207754612e+00 +2.236179758308566967e+00 +1.301036259748628465e+00 +1.463979108075521562e+00 +1.233190407026100166e+00 +1.633523387541333305e+00 +1.547729647925998542e+00 +6.647519066564111512e-01 +1.467758536089344146e+00 +8.929317320677661041e-01 +2.378286829792027657e+00 +9.692309135032337597e-01 +1.386797001892363213e+00 +1.519177185121340035e+00 +1.557542286534209230e+00 +8.759974774924039753e-01 +2.063378654165276327e+00 +1.714208877077249893e+00 +1.899078428555744491e+00 +1.696819291990703027e+00 +1.228288153806578631e+00 +1.340065586934075625e+00 +1.270086424986128115e+00 +1.386797001892363213e+00 +1.410518856315433833e+00 +8.271025488890344501e-01 +1.744473492247805346e+00 +9.871159363097301576e-01 +1.678985997528488872e+00 +1.514641759111254427e+00 +1.728365773413843787e+00 +1.567164668628309387e+00 +1.177563253596787041e+00 +1.499248534934562116e+00 +1.674173032165418018e+00 +1.138678475640383603e+00 +1.737098354007050593e+00 +1.266098578131399810e+00 +1.683688630533699992e+00 +1.340065586934075625e+00 +1.269469114057269366e+00 +1.109622372085377950e+00 +9.525428489875198412e-01 +1.727366277645358439e+00 +1.210220544620505656e+00 +1.442649980673013088e+00 +1.253754388402043896e+00 +2.699186927604035890e+00 +1.263054628071976770e+00 +1.089181790606985167e+00 +1.447060123068041770e+00 +2.928077839389017445e+00 +9.239907897589022534e-01 +1.107124766849475472e+00 +1.083188238074352494e+00 +2.151820145020850283e+00 +1.264502341549112341e+00 +1.011863962510839432e+00 +2.125364385145478874e+00 +1.337952703135916632e+00 +1.555375719308964122e+00 +8.763373187253251650e-01 +1.636625617270543787e+00 +6.498809791798930702e-01 +1.213834951236208548e+00 +1.507645703163419615e+00 +1.918287874184907427e+00 +1.365651315070580019e+00 +2.224301755259545210e+00 +1.209933759507413775e+00 +1.047493035298823205e+00 +1.721338031111037781e+00 +1.438993393554780065e+00 +2.138573637653775172e+00 +1.580421492232346292e+00 +9.390859754356872813e-01 +8.790682730885216456e-01 +1.251945814766264320e+00 +1.700323543758528899e+00 +1.375669785124760125e+00 +2.146291189307388603e+00 +1.324074753322461051e+00 +1.651814020544429606e+00 +1.444856420939806485e+00 +3.016821422930292762e+00 +2.568829661726856006e+00 +1.119153200661503700e+00 +1.153770064951807228e+00 +1.595484440581367513e+00 +1.604992537392452956e+00 +1.163239109407390615e+00 +1.660088548981913270e+00 +1.127888305862367213e+00 +1.342050906351573758e+00 +1.250337765421100311e+00 +2.077868783931485108e+00 +1.664361348822808173e+00 +2.166093684343910031e+00 +1.351992313108145716e+00 +1.445952039205762096e+00 +1.200474344884911115e+00 +4.566163953978797929e-01 +1.422353074826503194e+00 +1.983659236753542165e+00 +1.441188310675610262e+00 +1.360455465454573742e+00 +1.172192841648375339e+00 +1.087040494612377506e+00 +1.899050708551787814e+00 +1.354822143204993834e+00 +9.206406388275781838e-01 +1.299180019095872440e+00 +8.602200962526089789e-01 +1.041066374612876766e+00 +1.644771381088004025e+00 +1.450246932860758786e+00 +1.211022589975449648e+00 +1.561237967104835089e+00 +2.787380018601323339e+00 +9.032137248593309353e-01 +1.298729585612373505e+00 +1.217339758092439883e+00 +1.918900946947032393e+00 +1.687413062056504875e+00 +2.322775283024023363e+00 +1.895852582133584319e+00 +1.502430465227635459e+00 +1.537079996028914985e+00 +2.243656720166708141e+00 +1.227927604193846500e+00 +3.597142507085631102e+00 +1.825202189975659417e+00 +1.789274230477763794e+00 +1.011863962510839432e+00 +1.114735988125169275e+00 +1.026703874853395870e+00 +5.987605372950104421e-01 +2.034141536705361908e+00 +2.009578606476390306e+00 +1.394493808778852761e+00 +1.190450861522999837e+00 +2.335009349361225173e+00 +1.552069645733236358e+00 +1.259424856601882414e+00 +1.411709633037939282e+00 +1.011587704715805280e+00 +1.338186289059062783e+00 +1.261339123189769706e+00 +1.463021638502555621e+00 +1.048180660844302503e+00 +1.096518085983634538e+00 +2.591879332948207715e+00 +1.916718150671698373e+00 +1.778764094591308575e+00 +1.394804727954017665e+00 +1.954380418828545851e+00 +8.862313044482824642e-01 +1.643055189529615934e+00 +1.009743517855016037e+00 +1.708645503601074589e+00 +1.340023588619288164e+00 +1.210108853676870710e+00 +2.013862683970313316e+00 +2.097477483475823856e+00 +1.169762989719136836e+00 +7.097491834720849324e-01 +1.431953056535000934e+00 +1.290480141015635018e+00 +2.009736003151554762e+00 +1.451301759717569695e+00 +1.684470256979918590e+00 +1.563191953986164506e+00 +1.609963556325887835e+00 +1.407878441637878231e+00 +1.393191930830282033e+00 +1.133035604792258066e+00 +1.566494146149647104e+00 +1.048086529235123132e+00 +1.107237494340728601e+00 +1.191098310956465456e+00 +5.078019487958067568e-01 +1.833185515108869179e+00 +1.392398278943828505e+00 +1.237122434901262835e+00 +1.048086529235123132e+00 +1.101376606286586401e+00 +1.180947804952601876e+00 +1.518510245072781206e+00 +1.136782817757690189e+00 +8.407511870071040505e-01 +8.275813214680095564e-01 +1.263862538854074069e+00 +1.355941176117815727e+00 +1.294659149843307544e+00 +1.477710950174718096e+00 +1.893325685435438777e+00 +1.038410532225316096e+00 +2.052941249249687683e+00 +7.222943421627603389e-01 +1.226091455999726243e+00 +1.559246425875597586e+00 +1.093001496567252318e+00 +1.705306494817569574e+00 +1.518541427240243991e+00 +1.411359812767573274e+00 +1.055523785114225843e+00 +2.168699574518822004e+00 +9.321073320479296154e-01 +1.261905623947274346e+00 +2.487054782904478234e+00 +1.360413475162543184e+00 +1.960083482339166627e+00 +1.838695417407798516e+00 +1.878205173654835303e+00 +2.006269135099545409e+00 +1.807882738322547533e+00 +1.039905138256288053e+00 +1.410375759691706810e+00 +9.620445967121310504e-01 +1.884996765909296101e+00 +1.010755094939238319e+00 +1.210220544620505656e+00 +1.274743743324916467e+00 +1.988283571642018632e+00 +1.179263894769710497e+00 +1.121012353259205563e+00 +1.533274615047024447e+00 +1.524412207646202555e+00 +1.662430332946676526e+00 +1.356451751684168761e+00 +1.164427428702449419e+00 +1.023264828959449035e+00 +1.026703874853395870e+00 +1.577161001714437294e+00 +1.104506130754831172e+00 +6.199927907854986264e-01 +1.218656464873890455e+00 +1.964108100136389812e+00 +9.517423979672033907e-01 +1.346338700467514471e+00 +1.654193353505804653e+00 +1.053793344815617372e+00 +1.178661717921543728e+00 +8.386791324421815075e-01 +1.498371199029601586e+00 +1.497201365102221349e+00 +1.984370155972945193e+00 +1.434595223553643661e+00 +1.069301517901488863e+00 +2.107389410305593902e+00 +1.769648207778557802e+00 +1.213783958775036975e+00 +1.427765541412556072e+00 +9.239907897589022534e-01 +1.179973541944885795e+00 +1.312623271023882765e+00 +1.961517860497170362e+00 +2.386633638852464934e+00 +1.107237494340728601e+00 +8.662123950997033806e-01 +2.676331204429142741e+00 +1.501930686361446332e+00 +1.067224891886316529e+00 +1.293605754791075535e+00 +1.170532439622955501e+00 +1.208570301470770936e+00 +1.209010721398550148e+00 +1.940938677998476303e+00 +1.061048124286333882e+00 +1.704503782287671632e+00 +1.349174521709324726e+00 +2.138670516985117231e+00 +9.092139438161734866e-01 +1.815319917741358591e+00 +8.905160123431652419e-01 +1.629018933122758028e+00 +7.055664674798416414e-01 +1.101404787495311455e+00 +1.767835864527827594e+00 +2.962086464307103650e+00 +1.281932883264073730e+00 +1.193436738096180116e+00 +1.594544918390078170e+00 +1.802001696053973756e+00 +1.473064243944505192e+00 +2.074343188570296537e+00 +9.522213999453397193e-01 +1.555753253525318236e+00 +1.471314996436298594e+00 +1.278581048340883486e+00 +1.232175633880115528e+00 +1.474489965772829203e+00 +1.307626080445725592e+00 +1.699916234923314340e+00 +9.734057241851357123e-01 +1.608802598355443481e+00 +1.318467762254619924e+00 +1.413005537083759977e+00 +1.755275799874780773e+00 +7.516959993649353633e-01 +8.167919535052527991e-01 +1.264055411867849976e+00 +1.405519561007814389e+00 +2.962086464307103650e+00 +1.930253266191987560e+00 +1.233409634329130533e+00 +1.767835864527827594e+00 +2.107788619018806209e+00 +1.286642976676403594e+00 +7.744048039899591451e-01 +1.561292932696580760e+00 +1.490773714667249950e+00 +1.036191067370052954e+00 +1.211044126724009740e+00 +1.241017051436622332e+00 +7.519121794477274801e-01 +1.370429087388068901e+00 +1.813994656229371394e+00 +1.155750332855716156e+00 +2.591693977298370477e+00 +1.015320590280204271e+00 +1.443154798211321754e+00 +1.463854854592852694e+00 +1.520201373570394088e+00 +2.003299841283002536e+00 +2.454019100693609623e+00 +1.714786236230233740e+00 +1.405277785605719032e+00 +1.278958597604984426e+00 +2.368511288921516744e+00 +1.333612653946120385e+00 +1.108110380365585179e+00 +2.462431581724677354e+00 +1.734894425650484351e+00 +1.155939520554987165e+00 +1.466046793475345167e+00 +1.129575979451487688e+00 +1.522904092588636571e+00 +1.464659044322034198e+00 +1.430363334096892203e+00 +1.754932661314661857e+00 +1.437983783800715232e+00 +2.018919117651658990e+00 +1.336089320790702972e+00 +1.214524529893128646e+00 +1.071111484167259542e+00 +1.306440030572729061e+00 +1.263658388627165508e+00 +1.976599939175562870e+00 +1.471572995343351398e+00 +1.622599817631486419e+00 +1.270918587737176475e+00 +1.444240902374933633e+00 +1.652953390436083803e+00 +8.034557869430347665e-01 +7.753801534429158870e-01 +1.369291081954688183e+00 +1.294659149843307544e+00 +1.101194940542867373e+00 +1.656442514842964897e+00 +1.522015002447273391e+00 +1.622599817631486419e+00 +1.062848606832056397e+00 +1.993934934035613171e+00 +2.233678701166115665e+00 +1.336165934752240991e+00 +1.834203110543819015e+00 +1.596835144010372520e+00 +1.289854929666081063e+00 +1.500548402202098508e+00 +1.158527914405178105e+00 +1.288131451867874810e+00 +1.275261572077885042e+00 +1.283828022770568289e+00 +8.892705399680685963e-01 +1.334746184807200198e+00 +1.048086529235123132e+00 +1.457821567768841975e+00 +1.359825421532316891e+00 +1.947823142937644469e+00 +1.014438280297415229e+00 +7.516959993649353633e-01 +1.558375304490767110e+00 +1.413759907215123457e+00 +1.877998108401356836e+00 +2.358510916110600153e+00 +1.214257121103047954e+00 +1.327742645085949746e+00 +1.185778844189051107e+00 +2.110115980228061350e+00 +1.301255116058785744e+00 +1.289492981528502780e+00 +1.359916843040991807e+00 +1.581784231248801964e+00 +9.275372530255665549e-01 +1.444925255109535511e+00 +2.209431585214761018e+00 +9.287993907539952021e-01 +1.045110637444323753e+00 +1.216183380919992452e+00 +7.448737761991677253e-01 +6.457103419595907612e-01 +1.024139972021329781e+00 +1.089254075483895301e+00 +3.337922448908772211e-01 +1.360394296816777704e+00 +1.900456144200923791e+00 +1.850546082812694948e+00 +1.376657317785410894e+00 +1.146983851003116284e+00 +1.620415063148850532e+00 +1.264055411867849976e+00 +1.085537511587199244e+00 +2.635113432026705560e+00 +1.283828022770568289e+00 +1.234933749229417677e+00 +1.330428716675263301e+00 +1.261189133578680011e+00 +1.607310842855107280e+00 +1.192525197865965891e+00 +1.432973351348368007e+00 +1.083310758123974482e+00 +2.050194927535886613e+00 +1.355506711241676543e+00 +1.325127759669873839e+00 +1.948212422752376272e+00 +1.828230143362269411e+00 +1.309934556898132652e+00 +1.063354363373836486e+00 +3.296554701413123123e+00 +1.763294009139972474e+00 +1.282878400449536826e+00 +9.613001179580872302e-01 +1.194277206150588411e+00 +1.235398757059115171e+00 +1.141640255106498358e+00 +1.573056591100605583e+00 +1.745691600626179563e+00 +1.481596512316609715e+00 +1.471887314124627588e+00 +1.463381059694033093e+00 +1.450118399387667401e+00 +1.394493808778852761e+00 +2.017897664706406413e+00 +2.649596042315103261e+00 +1.598541703833744831e+00 +2.113046578906670803e+00 +2.607137311689405212e+00 +2.910447660069866771e+00 +1.595083365881343918e+00 +1.376272768790686385e+00 +1.366678125120218024e+00 +1.474682956952668489e+00 +1.556801520674406802e+00 +1.105180807614006833e+00 +1.864515749793885124e+00 +1.292384348177451736e+00 +1.945828481433681256e+00 +1.177381018571783455e+00 +1.795213210670592474e+00 +2.126232188301526715e+00 +2.039650430179694496e+00 +1.115878110013304614e+00 +1.639174997796574607e+00 +1.056958718324556790e+00 +1.048086529235123132e+00 +1.374703210939953735e+00 +1.396394074360707949e+00 +2.361431519286774527e+00 +1.428872301133512490e+00 +1.733758132755468306e+00 +9.533121028551402310e-01 +1.245247593810469011e+00 +8.872108370038710445e-01 +1.111005576520534666e+00 +1.545666895875478009e+00 +1.278397212137268646e+00 +2.304662502381271239e+00 +1.863987507456151160e+00 +1.659844687056419854e+00 +1.691190566677449603e+00 +9.078159795929209297e-01 +1.389961554453208015e+00 +1.630433487124257619e+00 +1.378039502854212062e+00 +1.108827797291062289e+00 +1.227252136421794093e+00 +1.339181896207881861e+00 +1.906722629823758508e+00 +1.011976866069949965e+00 +1.855280161383098703e+00 +1.772856677277457216e+00 +1.849705327018431822e+00 +1.741648432826744752e+00 +1.570134470209464173e+00 +1.209504657194456323e+00 +1.446517057409962392e+00 +1.962636800043648266e+00 +1.366601095020834489e+00 +9.750743076512314866e-01 +1.745099184348141153e+00 +1.254670680319494913e+00 +1.463288785847377316e+00 +1.385214912764081818e+00 +1.946240874779855412e+00 +1.294000558181539917e+00 +1.270898267604873899e+00 +1.449228213899039774e+00 +1.506092715438536178e+00 +1.181047488461740569e+00 +1.087877874997423167e+00 +1.514722279655425830e+00 +1.098706590353462076e+00 +1.403844666433546440e+00 +2.132023284088693682e+00 +1.540943375687599648e+00 +1.228963770869212491e+00 +1.362565234304824457e+00 +1.196616431204011954e+00 +1.842521375026608066e+00 +1.163110399298093123e+00 +1.642368176739042784e+00 +1.170030964204298973e+00 +1.490587983817465378e+00 +1.529632878296157017e+00 +1.213783958775036975e+00 +9.390859754356872813e-01 +1.136454224142848357e+00 +1.393191930830282033e+00 +1.532770042811847588e+00 +1.128342315039264410e+00 +1.080006499601779080e+00 +1.193436738096180116e+00 +2.412845152353220612e+00 +1.299180019095872440e+00 +2.374409627760065256e+00 +1.298825585037649333e+00 +9.392049952838061877e-01 +1.562706473355920833e+00 +1.903504583201945488e+00 +1.906308647687307678e+00 +2.030628674347284335e+00 +1.083188238074352494e+00 +1.598814122118498604e+00 +1.187816318014251138e+00 +1.682190171754067931e+00 +1.667385900366128437e+00 +1.370696427000696938e+00 +1.334746184807200198e+00 +1.661795769002706535e+00 +1.084238965329314297e+00 +1.598814122118503045e+00 +1.092917641165686238e+00 +3.118175642438980599e+00 +1.944073089992287340e+00 +1.252516267435550112e+00 +1.328155450955113892e+00 +1.478968608406331153e+00 +1.580461983513920421e+00 +1.015320590280204271e+00 +1.842430533231747436e+00 +3.337922448908772211e-01 +1.011863962510839432e+00 +2.699186927604035890e+00 +1.504853039101044843e+00 +1.280331774333204775e+00 +1.210089200572675106e+00 +1.161514048806804977e+00 +1.206855861917637274e+00 +1.020726139533116195e+00 +1.157730223861241248e+00 +1.500129833745410979e+00 +1.383309048126603491e+00 +1.503136593697357748e+00 +1.035089311681710367e+00 +1.364475826618874121e+00 +1.259741771133688903e+00 +1.496949248084913364e+00 +9.772277872354261374e-01 +1.343732999627658131e+00 +2.474810448002774610e+00 +1.217275166822673116e+00 +1.051758235689456367e+00 +1.396286901936310221e+00 +1.316351234289370176e+00 +6.314840621274312449e-01 +1.260797880803159465e+00 +7.063924713662830257e-01 +8.790199809981038559e-01 +1.803643849538993926e+00 +1.213783958775036975e+00 +2.318492218744564681e+00 +7.049966016198374597e-01 +1.471038405128558324e+00 +9.560611756925676552e-01 +1.759939215285668990e+00 +1.093623789845737715e+00 +1.437672612374608860e+00 +1.159874078828894595e+00 +9.752120378771688136e-01 +1.527947681736627317e+00 +1.243508126314980533e+00 +1.751411876035795068e+00 +1.010286386241423529e+00 +1.892921572123598351e+00 +2.370870460461553364e+00 +1.566494146149647104e+00 +1.109482993893978531e+00 +1.296453816245906721e+00 +1.350691240665321091e+00 +1.524192034967900344e+00 +8.157147306774288342e-01 +9.776196780192515368e-01 +1.821017703003719568e+00 +1.062848606832056397e+00 +1.560432570217997750e+00 +1.721083313736416098e+00 +1.865347397968121657e+00 +1.612397281449613029e+00 +1.259883173393547828e+00 +1.388224737458562119e+00 +1.395904097117375287e+00 +1.662430332946676526e+00 +9.726178171056329980e-01 +1.048086529235123132e+00 +1.222573138132908355e+00 +6.521232316702898490e-01 +1.618194324328545930e+00 +1.230043427708570336e+00 +1.738397776652790494e+00 +1.441810880478737067e+00 +2.588538966081062043e+00 +1.408292064683806633e+00 +1.347314872136282204e+00 +2.173705546809798328e+00 +1.285029675798026849e+00 +1.665214879781021118e+00 +2.618717236614234167e+00 +1.788566960690920471e+00 +1.169673185958143291e+00 +9.700482108266049730e-01 +1.862558748609322024e+00 +1.178353033656382109e+00 +1.991654032531065210e+00 +1.161054623585681123e+00 +7.632703699824067156e-01 +1.034310872387691482e+00 +1.175206080734604086e+00 +1.011019653589139367e+00 +1.079762929440440722e+00 +1.824933474107880871e+00 +1.201528388363272803e+00 +1.377385528535189696e+00 +1.581918842511645940e+00 +9.897270176521606455e-01 +1.844782174395988683e+00 +1.353792106988077393e+00 +1.984503245904920332e+00 +1.362537873992513138e+00 +1.138159427707438942e+00 +1.567177301834819625e+00 +1.812501765251955499e+00 +1.470148188163528102e+00 +1.776342860532709400e+00 +1.020726139533116195e+00 +1.328267266771022248e+00 +1.487777185484342901e+00 +1.406018616202053595e+00 +9.458700905625165856e-01 +2.863929866636678589e+00 +1.967783159944408000e+00 +1.346291832627541485e+00 +1.235704243410860048e+00 +1.910662615990072588e+00 +1.145665189146869878e+00 +1.458764250574947408e+00 +1.019860198029363119e+00 +1.636852773999274646e+00 +1.258117450730051878e+00 +1.160229122467206775e+00 +1.484768596322950218e+00 +1.217321674411575572e+00 +1.481433259136036629e+00 +1.616979839725412926e+00 +2.764406738720789569e+00 +1.680958316285298793e+00 +1.389378706575927769e+00 +1.163718908693205156e+00 +1.282641380556695854e+00 +1.737445976019390770e+00 +1.233084975472862110e+00 +1.338481450206099543e+00 +9.613001179580872302e-01 +6.469803696565264994e-01 +5.078019487958067568e-01 +1.214589155128634523e+00 +1.794393986056890933e+00 +1.332319305343731441e+00 +1.170532439622955501e+00 +6.205723400268492451e-01 +1.308410964655825515e+00 +1.324357899943842343e+00 +3.337922448908772211e-01 +1.326350233485223962e+00 +1.730931682066247923e+00 +1.249101906026968356e+00 +1.086669499582730847e+00 +1.479856012620041961e+00 +1.213218809913528595e+00 +1.385207905003822404e+00 +1.641097062615668234e+00 +2.539678882997108644e+00 +1.161054623585681123e+00 +1.111005576520534666e+00 +1.332224062481662585e+00 +1.422452248927380758e+00 +1.474682956952668489e+00 +1.561322724326931422e+00 +1.302319013842207607e+00 +1.956616164390124979e+00 +2.652542114296022824e+00 +1.479146825087810146e+00 +1.243895940431767766e+00 +1.381812012393213829e+00 +2.002592575925389529e+00 +1.361751777225733484e+00 +1.107237494340728601e+00 +1.469290355178822782e+00 +1.194810498538812160e+00 +1.413234685352118936e+00 +1.317934452635410203e+00 +1.614670003776575768e+00 +1.456382040916577303e+00 +1.518613083514067652e+00 +2.029624443483684093e+00 +4.141251158359851581e-01 +1.349353585461711358e+00 +1.234933749229417677e+00 +6.647519066564111512e-01 +1.248348073265909575e+00 +1.034697215864813113e+00 +1.722288141787399418e+00 +1.799537415752407554e+00 +1.214022906289254244e+00 +8.882913492864528138e-01 +1.187649847002699710e+00 +1.829935848448616786e+00 +8.354306634074092353e-01 +1.371034319216607011e+00 +8.667020976983533798e-01 +2.255080269367820023e+00 +1.155278720978068607e+00 +3.840419718160760776e-01 +1.582778133023857503e+00 +1.533108755095455189e+00 +1.358320057389953206e+00 +2.184158814289508310e+00 +1.224630122403555399e+00 +1.561743799083976203e+00 +2.796276919416970763e+00 +1.658557870614472129e+00 +1.027738482355185834e+00 +1.177563253596787041e+00 +9.726095367992197982e-01 +1.186167872737423634e+00 +1.383426207370509919e+00 +1.088341875073508991e+00 +1.741978335681177992e+00 +2.200304006234865550e+00 +1.162339276808285859e+00 +1.605150246435503414e+00 +1.347511524149965112e+00 +1.365996515680671930e+00 +1.065528987392913240e+00 +1.540802762471720655e+00 +1.211022589975449648e+00 +1.261824081051187596e+00 +1.163478548796817558e+00 +1.869927064765388502e+00 +1.099293762299860422e+00 +2.106078097486242307e+00 +1.298886954426382578e+00 +1.283273892904719826e+00 +1.979627724679488665e+00 +1.039399199579763344e+00 +1.237689464647943716e+00 +1.248737072733218323e+00 +1.207286650936496564e+00 +1.364053666055316860e+00 +2.972508769766797343e+00 +1.765545075936310937e+00 +1.327958681436477217e+00 +8.661383385445079464e-01 +1.422029095085312056e+00 +1.184931508740579176e+00 +1.169747728989794400e+00 +6.606768104081739423e-01 +1.118213809623161303e+00 +1.416566493150926531e+00 +1.413005537083759977e+00 +1.928309225966053697e+00 +1.949673759012953145e+00 +1.487825598223964985e+00 +1.545423028205429317e+00 +9.990373015404171442e-01 +6.607853442058333471e-01 +1.518739542338196191e+00 +1.699572870404904679e+00 +1.953205285865921459e+00 +2.412845152353220612e+00 +2.075375268099583614e+00 +2.378358960761795871e+00 +1.060939774253403245e+00 +1.296116581817664759e+00 +9.378969007004861469e-01 +1.969541566292204893e+00 +1.280528968427952163e+00 +1.286735407513656115e+00 +1.414722217703904272e+00 +1.516329027808950736e+00 +1.406843753434699362e+00 +1.282641380556695854e+00 +1.242779145639104854e+00 +1.953188746656584707e+00 +1.620643135063974061e+00 +1.411167409999533939e+00 +1.047493035298823205e+00 +2.318492218744564681e+00 +1.513916202757867646e+00 +1.501921928420574481e+00 +9.888506012512318089e-01 +6.647519066564111512e-01 +2.167566662603605643e+00 +1.745360892190741753e+00 +1.263862538854074069e+00 +7.406503142855251909e-01 +2.340820874552524522e+00 +1.942357431486254615e+00 +1.744015897338863974e+00 +1.951152750055268781e+00 +1.177799745372853035e+00 +1.565392465046951065e+00 +1.741987504272992426e+00 +1.761457732950342692e+00 +8.004935132141773879e-01 +1.084986295765846487e+00 +2.415743617928895137e+00 +1.338939364551204214e+00 +2.288196546547407895e+00 +1.848370346801875730e+00 +1.215004322794632774e+00 +3.017348868468075374e+00 +1.320729656196683921e+00 +9.785250594227478116e-01 +1.026703874853395870e+00 +9.351785458312364963e-01 +9.477034685189973384e-01 +1.500449583550063082e+00 +9.313502677923977124e-01 +1.678814441660789081e+00 +1.187194805555024990e+00 +9.239907897589022534e-01 +1.205402515981894407e+00 +1.290675425988513370e+00 +9.034870782765896946e-01 +1.718970560768216194e+00 +9.146765471575595274e-01 +1.767835864527827594e+00 +1.110775369273935498e+00 +9.721469821238410969e-01 +1.323449719314782502e+00 +1.048180660844302503e+00 +1.773998176203154031e+00 +1.582728515855919893e+00 +9.472244577489975503e-01 +1.463595269658782394e+00 +1.258744605091851598e+00 +3.840419718160760776e-01 +2.471130387942185980e+00 +1.573639493917901477e+00 +2.412845152353220612e+00 +1.572697718390566823e+00 +5.238595479570363755e-01 +1.349544321151159521e+00 +8.271025488890344501e-01 +1.351689640433077599e+00 +1.971249551938246469e+00 +1.241001340904963390e+00 +1.657891558101176388e+00 +1.516216257707677428e+00 +1.343601794604227129e+00 +1.167132647678485347e+00 +1.499541333953191335e+00 +1.386797001892363213e+00 +1.439917915126944559e+00 +1.179082861444478603e+00 +2.018280530204329626e+00 +8.972941076346586664e-01 +1.351741354257517624e+00 +1.344893929532153143e+00 +1.186253361809877394e+00 +1.631873450405640469e+00 +9.331990642933094549e-01 +2.020586501287993997e+00 +1.141973983681703775e+00 +1.454532913322788445e+00 +1.508898861428889626e+00 +1.624818192874043055e+00 +1.139645572117819361e+00 +1.478467651833242247e+00 +1.384073829561855984e+00 +1.775288367402197975e+00 +1.008676832275856583e+00 +1.809510206905768914e+00 +1.169673185958143291e+00 +1.055523785114225843e+00 +1.448834664988773335e+00 +1.235325299375348740e+00 +8.145271546463290768e-01 +1.559693721010203982e+00 +2.209299297763242631e+00 +9.707626522912757849e-01 +1.708016496836841647e+00 +1.241919812946216117e+00 +1.827189644430550208e+00 +1.326950389014323939e+00 +2.354116207229305147e+00 +1.218491356188351249e+00 +1.622976654838078625e+00 +1.297833731456462525e+00 +2.108880560210373734e+00 +1.396386777531097190e+00 +1.013929311837558966e+00 +2.087448058587850319e+00 +1.507321563592823654e+00 +7.764208367009189926e-01 +1.371943656546982915e+00 +1.245573864913572582e+00 +1.447009464815983693e+00 +1.960658674725906714e+00 +1.194631405544869907e+00 +1.597792816972258390e+00 +1.768157627928237607e+00 +9.090928337253815217e-01 +1.547775995616192501e+00 +1.591837352525196536e+00 +1.283155980295085596e+00 +3.341041460688197073e+00 +1.034599944324437359e+00 +8.804462732842947004e-01 +1.236943208003389971e+00 +1.084238965329314297e+00 +1.401340103123936087e+00 +1.866526398615727222e+00 +1.487825598223964985e+00 +1.231025497525189305e+00 +1.782606402828421421e+00 +3.642211757199520061e+00 +1.318636308671349067e+00 +1.326769032470877852e+00 +1.047043995807399153e+00 +1.520445016914359071e+00 +1.228645212892064853e+00 +1.732847923347600405e+00 +1.045360167718890398e+00 +1.452388485450825328e+00 +1.638933005759407591e+00 +1.300536994888015663e+00 +1.526756052814062237e+00 +8.838971549109371217e-01 +1.317075964918070996e+00 +2.006986694767809443e+00 +1.464586558912624792e+00 +1.603728868606655089e+00 +1.783859868276419958e+00 +1.632538478848230445e+00 +1.336891559690503106e+00 +2.292651418088595072e+00 +1.824475984736914524e+00 +1.526957801716080976e+00 +8.415729482715373910e-01 +1.291489482282175860e+00 +1.329558152709067187e+00 +1.234426174773464169e+00 +1.667207605439655405e+00 +1.297197010670608108e+00 +1.055523785114225843e+00 +6.647519066564111512e-01 +1.663329145881954130e+00 +1.240300772619951086e+00 +1.561571537603908988e+00 +1.397521519706548920e+00 +9.990373015404171442e-01 +1.502430465227635459e+00 +1.493730283418995830e+00 +6.709462870245009869e-01 +1.003440652051432069e+00 +1.650800845997188793e+00 +1.291798917575158967e+00 +1.758663242727864340e+00 +1.526957801716080976e+00 +9.874355891772242932e-01 +1.026703874853395870e+00 +2.104190022991361264e+00 +1.908767251513260987e+00 +1.465918010658662451e+00 +1.295092846909819073e+00 +1.512935647974968933e+00 +1.275400109321733977e+00 +9.726095367992180218e-01 +1.340286313365431914e+00 +2.194938150293753498e+00 +1.211255132276484847e+00 +3.255456748003716427e+00 +1.048086529235123132e+00 +5.840444663740829156e-01 +1.463021638502555621e+00 +1.577122576178042523e+00 +1.227950669435667219e+00 +2.022240118162485167e+00 +1.249149641511008157e+00 +1.425514362369290966e+00 +1.450287799722504989e+00 +1.382367387341064235e+00 +1.077806987488405754e+00 +1.598830603410319906e+00 +1.687503983697894450e+00 +1.189106810533263170e+00 +2.732026195048510964e+00 +1.467324333799786107e+00 +8.669117929473213469e-01 +1.379360246783164046e+00 +1.171049459048165042e+00 +2.301262309633339775e+00 +1.435099824645559741e+00 +1.063304586886750114e+00 +1.198519637920889780e+00 +1.771431865404105466e+00 +1.103607402085660993e+00 +1.616307586722684597e+00 +1.841841220534342849e+00 +1.167220428173015856e+00 +9.700482108266049730e-01 +1.273563864741036777e+00 +2.839983346025152233e+00 +1.490194635617935859e+00 +1.295459479712005813e+00 +8.673078184006127733e-01 +1.812523396893911620e+00 +6.602064573285326698e-01 +1.188650417452208119e+00 +1.554940965985772694e+00 +1.458038398376889644e+00 +1.411389972151025241e+00 +1.272570385636965673e+00 +1.524412207646202555e+00 +1.301036259748628465e+00 +1.205724174446413777e+00 +1.608760852501537109e+00 +1.432217604512995734e+00 +1.675246305773671285e+00 +1.195718319756867931e+00 +1.393138538818224470e+00 +3.347160787369535040e+00 +1.272359463949431779e+00 +9.333607349849041279e-01 +1.299571168366095097e+00 +1.244546483347472643e+00 +1.250341652922918767e+00 +1.213233979456130429e+00 +1.303605841301143320e+00 +1.341623386449507960e+00 +8.718468933815224364e-01 +2.503485801269871303e+00 +1.287570119154268111e+00 +2.036132230240798702e+00 +9.871159363097301576e-01 +1.756479885447498779e+00 +1.580003265635941734e+00 +1.100323308689026058e+00 +1.841068847834718802e+00 +1.804032855952730108e+00 +1.485140246408727105e+00 +1.131081729179495010e+00 +1.442778216401565894e+00 +1.444367626639246005e+00 +1.292319258626336120e+00 +2.244076895115019177e+00 +7.516959993649353633e-01 +9.005991456362992809e-01 +1.041613474623913627e+00 +1.397496816014120125e+00 +1.068676671097578357e+00 +2.149622023286342110e+00 +2.063240339300618231e+00 +1.506983401015672852e+00 +8.804462732842942563e-01 +1.160505688562254001e+00 +1.450460538816348954e+00 +1.353955242723876351e+00 +1.693668711103929470e+00 +7.381668583853624455e-01 +1.306096204573792274e+00 +1.634728764913525811e+00 +1.264185853094922818e+00 +1.018633558166153197e+00 +1.446067693454879954e+00 +1.048086529235123132e+00 +1.880143343902345832e+00 +1.260090053479089089e+00 +5.078019487958067568e-01 +9.843352474182733847e-01 +1.376272768790686385e+00 +1.310873077457795688e+00 +1.195145066313755500e+00 +1.213783958775036975e+00 +1.302731886329883348e+00 +1.773743647960274394e+00 +1.874048282477804639e+00 +1.245413888557589832e+00 +1.740204063974547077e+00 +1.338731020794671434e+00 +1.462090471419070781e+00 +1.060382927217697890e+00 +2.062166805954210425e+00 +1.699572870404904679e+00 +1.325127759669873839e+00 +1.454337912473289807e+00 +1.802171888601660221e+00 +1.150882339204202021e+00 +2.114977707828150422e+00 +1.469724677626109921e+00 +1.145331067187294272e+00 +3.656916960825375540e+00 +1.943745263304350379e+00 +1.357687435806948617e+00 +2.345672918408888918e+00 +1.184977826852710026e+00 +1.238732652087128905e+00 +1.201840049422492340e+00 +2.203224696982848396e+00 +1.478438242651324508e+00 +1.581393743345518743e+00 +1.727366277645358439e+00 +1.133416650702194106e+00 +1.410895812691458584e+00 +1.618854023985588642e+00 +1.489488530151796386e+00 +1.109622372085377950e+00 +1.445701107664415730e+00 +1.845920251299345338e+00 +1.220991899017081161e+00 +1.323978679713811335e+00 +1.454830731955748302e+00 +1.026947190205988125e+00 +1.851556654563156767e+00 +1.593769596627069296e+00 +1.359744558884933507e+00 +1.335314372930274107e+00 +1.373956846334045245e+00 +1.482977746922955031e+00 +9.554683139744659659e-01 +8.883400935754249828e-01 +1.658005509740276162e+00 +1.880621046688337294e+00 +1.338828767292985500e+00 +1.031125632874055897e+00 +1.044457556318914015e+00 +2.808277611681356145e+00 +2.638973750745540858e+00 +1.750175929613345671e+00 +2.209431585214761018e+00 +1.116037355622339966e+00 +1.775490992099219234e+00 +1.968903141839675630e+00 +8.271025488890344501e-01 +8.407511870071040505e-01 +1.336087582530255835e+00 +1.514641759111254427e+00 +9.154314164850414492e-01 +1.049709920131995489e+00 +1.443755835614244365e+00 +1.094969245966779248e+00 +1.409443080762570633e+00 +6.804706012347114807e-01 +1.407923999960251971e+00 +1.314872421766114075e+00 +1.576253701506567850e+00 +1.287656496483546409e+00 +9.938120437193502799e-01 +1.072576173061488891e+00 +1.992464199778040346e+00 +1.211365969555066036e+00 +6.647519066564111512e-01 +1.191555426057042677e+00 +1.785037696646402328e+00 +1.506016693995715805e+00 +1.435405950763251726e+00 +1.780668906237706350e+00 +1.241637250168501350e+00 +1.879402025075655125e+00 +1.203551537144370132e+00 +1.183946413415041032e+00 +1.048086529235123132e+00 +2.295883538150973457e+00 +1.235504970912295830e+00 +1.557381835872799547e+00 +1.677092546353423419e+00 +8.611299204212813363e-01 +1.558096553231954617e+00 +1.223905079309337562e+00 +2.470846980921928893e+00 +7.703017642822082012e-01 +8.021339862656021724e-01 +1.526773501474012695e+00 +1.778926459592336862e+00 +1.778764094591308575e+00 +7.413894803764539132e-01 +1.043001808118174667e+00 +1.589059042453228709e+00 +1.540798751787326060e+00 +1.322035661682724905e+00 +1.389416059624261290e+00 +5.840444663740829156e-01 +1.421750419739445492e+00 +1.204095857658696200e+00 +1.845032454336073879e+00 +1.157052643215540355e+00 +1.578643687258841632e+00 +1.864581510735598524e+00 +6.147617865323128372e-01 +1.103607402085660993e+00 +1.341290092299337822e+00 +1.034000674267013142e+00 +1.316201433990432657e+00 +1.932651019900068823e+00 +1.382264735699914260e+00 +1.493311262146717944e+00 +1.107842442960013107e+00 +1.177247662333514633e+00 +1.067991287422427549e+00 +1.288705439816356435e+00 +1.741965462827698152e+00 +1.461423167756181085e+00 +1.263914120577985356e+00 +1.576122441282397091e+00 +2.430413014557616158e+00 +7.381668583853624455e-01 +1.230748295561656658e+00 +1.280873505442669424e+00 +6.647519066564111512e-01 +1.369776589714084336e+00 +2.152852334239228504e+00 +1.103909057810879668e+00 +1.419951856236936427e+00 +1.874048282477804639e+00 +1.525652225332264633e+00 +1.270918587737176475e+00 +1.809417274859595581e+00 +1.117750595669176894e+00 +1.578526481306546492e+00 +1.037780808721784132e+00 +8.949451343587411234e-01 +1.934418089386255701e+00 +2.497454496626557940e+00 +1.477290617664516637e+00 +1.473224669159260536e+00 +1.482342799450392601e+00 +1.864712395031127290e+00 +1.300125445917432288e+00 +1.926327561376198316e+00 +1.834717277358500320e+00 +1.326613250647224129e+00 +6.622479908613394528e-01 +1.308737257263788756e+00 +1.362164524811062316e+00 +1.669965920079203858e+00 +1.360403140891055962e+00 +1.925380615442492838e+00 +9.721469821238429843e-01 +1.082310956207668262e+00 +1.658608846432732653e+00 +1.460538105529122666e+00 +1.994339542130702192e+00 +2.168188090938675927e+00 +1.501693817963775990e+00 +1.277321512660651193e+00 +1.422634275838631002e+00 +1.526957801716080976e+00 +1.563828047988117254e+00 +1.472052070868626661e+00 +1.209769345221206382e+00 +1.346148950633421437e+00 +1.389365452081170904e+00 +9.912653344595858673e-01 +1.047298766710222706e+00 +2.487498405923038725e+00 +1.242479045901711876e+00 +2.276918459132341699e+00 +1.794153701953099533e+00 +1.062948829572583520e+00 +1.965870301672317799e+00 +1.265657007271348888e+00 +1.301036259748628465e+00 +9.558702535406592427e-01 +1.231165257046256789e+00 +1.133007527425841765e+00 +1.024196742714593045e+00 +1.807069554468196060e+00 +1.968041444206734214e+00 +2.082616513213624287e+00 +1.492973234891258771e+00 +1.887676949188835662e+00 +1.926596699643933652e+00 +8.501347334926149246e-01 +2.336883827808757363e+00 +1.318403769167118877e+00 +1.835661596658773487e+00 +2.390563798974934429e+00 +1.903807111259099072e+00 +1.655261895546908280e+00 +1.499995279007141802e+00 +2.078336958952411884e+00 +2.893968537589596490e+00 +1.720760283645456745e+00 +2.186372675170494606e+00 +1.561743799083976203e+00 +1.205821374609792551e+00 +1.304671020993122044e+00 +1.637923525080679177e+00 +9.525428489875198412e-01 +1.521698023172991743e+00 +1.612290997837912743e+00 +1.145706420300225181e+00 +1.620686825271741682e+00 +1.740872561335127466e+00 +1.178895399303390823e+00 +1.086669499582730847e+00 +1.498652965798635828e+00 +1.628846352660057173e+00 +1.313348501273171376e+00 +1.218729648325355130e+00 +1.095084042941457225e+00 +1.089659998608517588e+00 +1.172201054415180854e+00 +8.314816365508750362e-01 +1.963837714836414783e+00 +2.513304539865530707e+00 +1.174013531730244697e+00 +2.120671342786114355e+00 +1.091967642881937151e+00 +1.076045670056273051e+00 +1.391187380570418020e+00 +1.482977746922955031e+00 +1.394104964632270960e+00 +8.714541389609037347e-01 +1.207670897622898920e+00 +2.048163378234554521e+00 +1.516517994063318442e+00 +1.278650127479258325e+00 +1.995692047621490772e+00 +1.832963943585506961e+00 +1.301036259748628465e+00 +1.344454373248899604e+00 +9.126380433138002735e-01 +1.325127759669873839e+00 +1.675932363368133338e+00 +1.855508839654895326e+00 +1.222572627431564474e+00 +1.637993307096505369e+00 +1.347757603239218227e+00 +1.132098863327344551e+00 +6.647519066564111512e-01 +2.185960267945320279e+00 +1.080452754698864037e+00 +2.921817356195041349e+00 +1.320996589266931531e+00 +1.412637524794157828e+00 +2.031787518562256700e+00 +2.027452198797348615e+00 +1.339647039484236135e+00 +1.121531713712706324e+00 +2.017814244224578779e+00 +1.594138508244445251e+00 +1.056727007275530150e+00 +2.372721621196329789e+00 +1.438753453781280944e+00 +6.234969893075471559e-01 +1.396137159643596526e+00 +1.539800302404708887e+00 +1.154968318278130290e+00 +1.371883627381384807e+00 +1.048086529235123132e+00 +1.307420222346931338e+00 +3.341041460688197073e+00 +1.308736598645072302e+00 +1.260888114451652831e+00 +3.337922448908772211e-01 +1.251945814766264320e+00 +1.621943241052424822e+00 +1.028196990915156706e+00 +1.801787079333536434e+00 +1.551724908017932281e+00 +1.097305760935436414e+00 +1.178839256322501416e+00 +1.383045150866859085e+00 +1.264055411867849976e+00 +9.772277872354261374e-01 +1.113204874784077258e+00 +1.414244740426250146e+00 +1.569194289654926466e+00 +1.109578295510237567e+00 +1.086143766298916624e+00 +1.578526481306546492e+00 +1.438497870554827029e+00 +1.769623937179807704e+00 +2.670595512633625379e+00 +1.481333120971635164e+00 +1.424772616974825601e+00 +9.285496909046309089e-01 +1.965297366566189696e+00 +1.428236189153048397e+00 +9.423176654415351683e-01 +1.683458531591160767e+00 +2.483681138384161269e+00 +1.532173047601215865e+00 +1.371140826201320273e+00 +9.974966063340786615e-01 +8.985035448382254764e-01 +1.684273611553511518e+00 +1.128532760290796411e+00 +1.552313896399270643e+00 +1.476660852983309402e+00 +1.030981343130732197e+00 +1.197862064170853724e+00 +8.079482441104854917e-01 +1.261339123189769706e+00 +1.424387688754368497e+00 +1.800406187823798243e+00 +1.346886252543290530e+00 +2.142990240905441546e+00 +1.253215709711374526e+00 +1.925075384269990808e+00 +2.351851737262312003e+00 +1.011863962510839432e+00 +1.332224062481662585e+00 +9.721469821238429843e-01 +1.370230280281796054e+00 +1.627090566979069619e+00 +1.444186198607659621e+00 +1.234933749229417677e+00 +1.731891796295450092e+00 +1.226460380749625934e+00 +1.867088627264974043e+00 +1.228280832250513210e+00 +1.240384526554820344e+00 +1.213783958775036975e+00 +1.339016251490176002e+00 +1.482552570595760510e+00 +8.968174359242423455e-01 +1.809230120331242642e+00 +9.414105024177620296e-01 +1.550074607030267781e+00 +1.557461043422744273e+00 +1.323526653429996092e+00 +2.059931195645737123e+00 +1.334268836649558754e+00 +1.316445499213197534e+00 +1.243895940431767766e+00 +1.047083284437502204e+00 +9.423176654415351683e-01 +1.627220459176971668e+00 +1.256883965299510963e+00 +2.493179209191393131e+00 +8.367898668514721638e-01 +2.595793547951781299e+00 +1.418293570421111260e+00 +1.819104820707981629e+00 +5.574483503968062914e-01 +1.506016693995715805e+00 +1.941409688247969667e+00 +1.403844666433546440e+00 +1.262497972026332294e+00 +2.215067146299415590e+00 +2.139447970831448664e+00 +1.449562754360542050e+00 +2.379468961908216773e+00 +1.084238965329314297e+00 +1.295787844267796807e+00 +8.583880834066311971e-01 +1.309876272078140058e+00 +1.298287684557371868e+00 +1.683458531591160767e+00 +1.130337421442885848e+00 +1.804879394681917049e+00 +1.962927646500935763e+00 +1.141178032182509350e+00 +1.799953291063182803e+00 +1.128110641169148831e+00 +1.976599939175562870e+00 +1.962263751322454119e+00 +1.417935706615066627e+00 +1.041066374612876766e+00 +2.600484051757316450e+00 +1.240588310919017001e+00 +1.047493035298823205e+00 +5.286004160762917126e-01 +1.521389803737285717e+00 +1.798661536886404511e+00 +1.327742645085949746e+00 +1.246479872355872764e+00 +1.996576044390835136e+00 +2.216438148494763283e+00 +1.345265397555786446e+00 +1.176446653687997612e+00 +9.948276938234861255e-01 +1.332319305343731441e+00 +1.268468373942646554e+00 +2.130167769686317047e+00 +2.006952998270692401e+00 +1.657852685118656799e+00 +1.107340194198991767e+00 +1.659733426805736656e+00 +1.098871494798611348e+00 +1.501921928420574481e+00 +1.389291181563752087e+00 +7.430480460667330256e-01 +1.265349765080304056e+00 +1.299186376848439295e+00 +2.048205298093203730e+00 +1.367318856380482117e+00 +1.848370346801875730e+00 +2.588922806420501210e+00 +1.304671020993122044e+00 +2.138034811588799045e+00 +1.498061993813077919e+00 +1.582623338901661070e+00 +1.640532668945591466e+00 +1.699235991912890320e+00 +1.230321887211425880e+00 +9.910028533776137349e-01 +1.775807151103861559e+00 +1.625217865545990792e+00 +1.213783958775036975e+00 +1.508820901872549802e+00 +1.048180660844302503e+00 +1.157039500928961129e+00 +3.180879139300447633e+00 +2.188401974129769112e+00 +1.350786418894001972e+00 +1.216275434007282996e+00 +9.698026250508412494e-01 +1.577961370533072838e+00 +4.119271772537535625e+00 +1.864260917078350177e+00 +1.609767051000312588e+00 +1.272178418062441363e+00 +8.812674563381642789e-01 +1.168793619990299515e+00 +1.047493035298823205e+00 +1.973268980910786619e+00 +9.173409703785779801e-01 +1.178556319485089432e+00 +1.263406855932720063e+00 +1.369294667092403550e+00 +1.672419060231960852e+00 +1.002540163917139182e+00 +1.203920667571563019e+00 +7.347270058447384899e-01 +2.960535598848140992e+00 +1.646931911435627338e+00 +1.069632013457280317e+00 +1.342413751144075018e+00 +1.393455315824333240e+00 +1.696318345947207540e+00 +1.533000427083504924e+00 +1.772783830855972242e+00 +1.376503550188072467e+00 +1.501115930033742440e+00 +1.069599821019527219e+00 +1.387499489867055846e+00 +1.896891211968946056e+00 +1.387806544052588409e+00 +1.180385081796129665e+00 +1.355769866478020003e+00 +1.533578433355130999e+00 +1.384009509664890558e+00 +1.773194701592912370e+00 +1.614183676803793821e+00 +1.356333547836985565e+00 +9.801530284481646538e-01 +2.000815078389117652e+00 +3.149917561202823180e+00 +2.201447915371306241e+00 +1.506092715438537954e+00 +1.335588859526324779e+00 +1.128336884045378907e+00 +1.449439489369890754e+00 +1.048180660844302503e+00 +1.600428087285160839e+00 +1.894193958707123260e+00 +1.545557198591383186e+00 +1.427751212549052129e+00 +1.600565193990553414e+00 +1.463929423420288423e+00 +1.223896799970266791e+00 +1.771513166686653928e+00 +1.819412587024389794e+00 +1.515901567206226597e+00 +1.192191487707729314e+00 +1.979627724679488665e+00 +3.214873591228546434e+00 +1.758581913169882549e+00 +1.177563253596787041e+00 +1.413572206130048858e+00 +9.091899308242817890e-01 +2.607461700147947425e+00 +1.261339123189769706e+00 +1.749862623171591025e+00 +1.259351333524526106e+00 +1.498072811726062437e+00 +1.401624425218663150e+00 +1.392980768262862545e+00 +1.068711395936282393e+00 +1.441779601165189995e+00 +2.786242388247622825e-01 +1.293185918464279105e+00 +1.918612921539263327e+00 +1.612859613453369256e+00 +9.868558973394059297e-01 +1.372238293573044610e+00 +1.371410013756592994e+00 +2.765683917771250666e+00 +1.502430465227635459e+00 +1.276251743572218489e+00 +1.966034488063269414e+00 +1.501921928420574481e+00 +1.472373479892862491e+00 +1.745306644574341703e+00 +1.241017051436622332e+00 +1.035089311681710367e+00 +1.518739542338196191e+00 +1.924792317929511221e+00 +1.244946515000008969e+00 +7.509964055895921309e-01 +9.351197935938064809e-01 +1.216855752518289258e+00 +1.243895940431767766e+00 +8.790199809981038559e-01 +1.330570944156736601e+00 +1.052880199365864078e+00 +1.529253622913196775e+00 +1.467662398403128288e+00 +1.926494807740498194e+00 +9.239907897589022534e-01 +7.856960246165944906e-01 +1.875623349984999910e+00 +1.349715988645369347e+00 +2.110569680230458101e+00 +1.108695974740959489e+00 +2.989824028747232632e+00 +1.227756989167772650e+00 +1.080289920279659199e+00 +2.802743876432971959e+00 +2.724760967751580498e+00 +1.096250159523349366e+00 +1.283155980295085596e+00 +1.391236483327202622e+00 +1.402073218680408129e+00 +1.490717099276448687e+00 +1.216275434007282996e+00 +1.866793954398846545e+00 +1.182690772822061698e+00 +1.213233979456130429e+00 +1.388096051774855288e+00 +1.794149455953908623e+00 +1.298299345057373211e+00 +1.718773093831239329e+00 +7.055664674798416414e-01 +8.066503250674306180e-01 +1.305034235895593975e+00 +5.078019487958067568e-01 +1.830257769641790988e+00 +1.324357899943842343e+00 +1.527924826432737859e+00 +5.078019487958067568e-01 +2.186129557741149032e+00 +1.257068095843728806e+00 +1.195383201571901921e+00 +1.443829354587252478e+00 +1.195718319756867931e+00 +1.376360191347701045e+00 +1.024139972021329781e+00 +8.407511870071040505e-01 +1.499541333953191335e+00 +1.376821596977827911e+00 +1.656388413831562323e+00 +1.931426121797486628e+00 +5.281357572038617443e-01 +7.810356566425024072e-01 +1.204686783138252393e+00 +1.352212742106210008e+00 +1.676013003164318338e+00 +9.757433643715607285e-01 +1.433716458670292404e+00 +1.577225426168132216e+00 +1.374812210810224089e+00 +1.384767738741733867e+00 +1.927140593477641772e+00 +1.763649210188503069e+00 +1.318636308671349067e+00 +1.117726063113346990e+00 +1.413327830426503340e+00 +1.482143532566621902e+00 +1.117837261619214040e+00 +2.414233987932741687e+00 +1.121788528193482071e+00 +1.187533321890593019e+00 +1.942931907770980127e+00 +1.440341555362648629e+00 +1.134550783941555396e+00 +1.308367555365937962e+00 +1.478545491156668001e+00 +1.014917022562211057e+00 +2.769051487344294848e+00 +1.295917725309515545e+00 +9.299943010562838897e-01 +1.294115960977905821e+00 +1.219240298771070652e+00 +1.451736839046159577e+00 +1.257022140880953653e+00 +1.506143973033934325e+00 +1.299180019095872440e+00 +1.237520562384462952e+00 +1.175527905356364089e+00 +1.937390424861391791e+00 +1.520928698665515499e+00 +1.076421749583371446e+00 +1.373532029658016462e+00 +1.757042039943692124e+00 +1.570412117839697030e+00 +1.125367956785084278e+00 +1.044670958469697375e+00 +8.985035448382254764e-01 +1.738959403514819702e+00 +1.369170409094390806e+00 +1.409987782816590540e+00 +1.307497152932118212e+00 +1.794983822089939007e+00 +1.421750419739445492e+00 +1.725824932408577261e+00 +1.285438038201504485e+00 +1.210769532484147426e+00 +1.738457373527312111e+00 +1.689240031080157411e+00 +1.616979839725412926e+00 +1.180428392960566786e+00 +6.240756370108377915e-01 +6.428169066394038289e-01 +8.439447839530225259e-01 +1.135554194615602697e+00 +1.190769891293806726e+00 +1.258106051424174865e+00 +1.185671275880824993e+00 +2.244014536359522083e+00 +1.894095894428512006e+00 +9.085036307771776620e-01 +1.514641759111254427e+00 +1.290498794860849507e+00 +2.624183416686441284e+00 +1.161514048806804977e+00 +1.216696463633917480e+00 +1.160365625161569936e+00 +1.693229180313396753e+00 +1.542930502671202797e+00 +7.312671086440117874e-01 +1.655848015497589643e+00 +1.361134859209207404e+00 +1.111005576520534666e+00 +1.522067765383989579e+00 +1.103813453309971715e+00 +1.583573022246113959e+00 +1.195718319756867931e+00 +1.470532915176512523e+00 +1.290488938905544058e+00 +1.471384159793930557e+00 +1.608657143537115974e+00 +1.311926774958831921e+00 +1.470349492844719164e+00 +2.232445860019236061e+00 +2.131353061756569023e+00 +1.202545907836330530e+00 +8.595234870046174480e-01 +1.972053818736869246e+00 +1.103813453309971715e+00 +1.192435024294404400e+00 +1.090278107942076247e+00 +1.368044424203211484e+00 +1.062300243105790187e+00 +1.909080474607396383e+00 +1.449889222074532746e+00 +1.371410013756592994e+00 +7.334334565989337751e-01 +1.526628868920324900e+00 +1.497911821163797619e+00 +1.719896265054216000e+00 +1.096284064061527452e+00 +1.048086529235123132e+00 +1.075158776473585931e+00 +1.610288726723739128e+00 +1.376452457468298585e+00 +1.326951859376242604e+00 +1.311383700619723536e+00 +8.034557869430347665e-01 +1.164080485218006888e+00 +1.543335030864762425e+00 +7.310696080954106613e-01 +1.096914242628971969e+00 +1.016800440625204471e+00 +1.437562067649188036e+00 +1.327429613631168070e+00 +1.224205027330499629e+00 +1.088071493636147080e+00 +1.239723597869104355e+00 +1.216292923512918733e+00 +5.449242450658273729e-01 +1.178635711793424967e+00 +1.135862639001871344e+00 +1.210477179545006887e+00 +1.434884938352938732e+00 +1.541668137815102035e+00 +1.330296039966768484e+00 +1.476401327348290105e+00 +1.549956722077542981e+00 +1.774374106552155661e+00 +1.291054872343243343e+00 +1.481006578807321672e+00 +1.027738482355185834e+00 +1.235729396646021216e+00 +2.448208710538581911e+00 +1.333888832287087212e+00 +1.526741141223871612e+00 +1.286170980823305277e+00 +1.513466597331309949e+00 +1.265064005112814582e+00 +1.870661112488348987e+00 +1.361121983538709834e+00 +1.048086529235123132e+00 +3.194737995048853918e+00 +1.074885663700567262e+00 +1.280261038503565318e+00 +1.299186376848439295e+00 +1.475493930793269071e+00 +1.577730396182726480e+00 +1.698448973849537635e+00 +1.314250849174018132e+00 +1.940127498862707300e+00 +1.605150246435503414e+00 +2.562238509608607107e+00 +1.577200524852391705e+00 +2.133941740521896779e+00 +1.276251743572218489e+00 +4.003421649536814009e+00 +1.700238988573423926e+00 +9.278159106482612994e-01 +1.540011142557214496e+00 +1.915261026962415070e+00 +1.127403110491520088e+00 +2.145272823564591036e+00 +1.229286797123008812e+00 +1.622070613088881785e+00 +1.172008926156020925e+00 +1.144166726609120444e+00 +1.453059482819289316e+00 +1.606981173507458172e+00 +1.207337868880446585e+00 +1.714913689943635688e+00 +1.666538912408705775e+00 +1.478485046702553207e+00 +9.817245043513377345e-01 +1.185778844189051107e+00 +1.526756052814062237e+00 +2.290728164201079053e+00 +1.615807803654483621e+00 +1.437206727616807678e+00 +7.560349712334594185e-01 +1.580003265635941734e+00 +1.705121345110409914e+00 +1.538593558723130972e+00 +1.273759620527769920e+00 +1.576122441282397091e+00 +2.101418480537691202e+00 +1.746351560340753117e+00 +1.179819413196983025e+00 +1.593295227375006284e+00 +1.564061794018878793e+00 +1.092840168069902029e+00 +9.236640454818421109e-01 +1.243009433274410158e+00 +1.372835269345489051e+00 +1.129432039939121779e+00 +1.155701131285835848e+00 +1.305432526655624814e+00 +2.352816204286061197e+00 +2.086202032419668839e+00 +2.046405829617664818e+00 +1.093623789845737715e+00 +1.192912216270999526e+00 +1.655141004929463033e+00 +1.035089311681710367e+00 +1.754881033551191738e+00 +1.611779400066869705e+00 +1.117690238466487074e+00 +1.048086529235123132e+00 +1.359771061123517422e+00 +1.048086529235123132e+00 +2.682447927835752033e+00 +2.168096035648455544e+00 +1.258728454037367106e+00 +1.556979707491933373e+00 +1.152966850465582560e+00 +1.217928565572057753e+00 +9.362794244001030330e-01 +9.248096490911907885e-01 +1.355775503376588587e+00 +9.218923276112194198e-01 +1.021769478576993961e+00 +2.448183286698632166e+00 +1.313813252543553523e+00 +1.594233596703159339e+00 +2.161888413547397469e+00 +9.454358932471950139e-01 +1.217014989791026736e+00 +1.498585123085941273e+00 +8.611299204212813363e-01 +1.743623682894787530e+00 +8.468210883548489276e-01 +2.014487446723005171e+00 +1.325833163308820506e+00 +1.341270661604698766e+00 +1.612958671026224478e+00 +2.059408205333445263e+00 +1.141178032182509350e+00 +1.511957122877297888e+00 +2.644936182076223830e+00 +1.576494649300412609e+00 +1.302198383557597650e+00 +1.051594502120451136e+00 +1.130356767732651813e+00 +1.278851923611640684e+00 +7.994303166477012557e-01 +1.913168412343108082e+00 +1.350786418894001972e+00 +1.270918587737176475e+00 +5.256413855391596224e-01 +1.364589713071773458e+00 +1.298594065043868540e+00 +1.900345468913989588e+00 +1.411666342170324828e+00 +3.282392550478468340e+00 +1.543318412458381417e+00 +2.112098492519141502e+00 +1.148740018731325696e+00 +1.786753932253021926e+00 +1.231457942736867928e+00 +1.896950706235828177e+00 +1.802677928758448234e+00 +1.321721738724166650e+00 +2.639772151975795289e+00 +1.149041426473239369e+00 +1.339207060440966934e+00 +1.063420344617568070e+00 +1.301321066142502314e+00 +4.760321061146784438e-01 +1.332830100574608156e+00 +1.214673102470338995e+00 +1.696047952083799659e+00 +1.232833783808499284e+00 +1.034697215864813113e+00 +1.785947234389344995e+00 +1.706114665699631550e+00 +1.451779978867651977e+00 +1.236584153876318481e+00 +2.188459587153613661e+00 +1.859609591083408064e+00 +1.339194994970736907e+00 +9.446008994835587425e-01 +1.876316623729000099e+00 +1.950035788527208158e+00 +1.506933956204284497e+00 +1.241849697299273192e+00 +2.037127394759459698e+00 +1.537468326219131542e+00 +1.674822001282090023e+00 +1.818102537407362052e+00 +1.396594433059151097e+00 +1.564695606490470903e+00 +8.094350945210655457e-01 +1.169077569590928789e+00 +1.994282181127019937e+00 +1.533699813807125611e+00 +1.567164668628309387e+00 +1.639197456475549819e+00 +1.608349376801493591e+00 +1.387562361437225444e+00 +2.113464316106740348e+00 +1.102780367940087602e+00 +1.211554415160677856e+00 +1.846949883376426405e+00 +8.966934671752161412e-01 +1.454854678747775854e+00 +1.599741270060999865e+00 +1.329071545937327015e+00 +2.374409627760065256e+00 +1.189280554079426233e+00 +1.682699585416992605e+00 +1.313473009070780684e+00 +1.279235578973288989e+00 +1.133133682477844184e+00 +1.410535829105969308e+00 +1.827688027416813021e+00 +4.841176462392506874e-01 +1.060163351040551927e+00 +1.863740766032536023e+00 +3.337456458687735328e+00 +1.505512885648742527e+00 +1.177890732954949726e+00 +1.287746729370170318e+00 +1.161054623585681123e+00 +1.005533912215107906e+00 +1.872617484785290554e+00 +1.203900198870612837e+00 +1.760564990941347441e+00 +1.146106120277994078e+00 +9.701932239378823208e-01 +1.517960448601044288e+00 +1.523718953714253921e+00 +1.011863962510839432e+00 +1.566494146149647104e+00 +1.188571565662124296e+00 +8.271025488890344501e-01 +5.334764231327786543e-01 +1.323319853111513345e+00 +1.446533622415490994e+00 +8.163996589656057346e-01 +1.461950207819323833e+00 +1.761305619828454017e+00 +1.083791171958113475e+00 +1.291492880099459395e+00 +1.159845089778342109e+00 +1.510544261361549845e+00 +1.966794472573464070e+00 +1.133007527425841987e+00 +1.748802277872230748e+00 +1.188315103188050115e+00 +2.048163378234554521e+00 +1.109578295510237567e+00 +1.383045150866859085e+00 +1.055141607262550574e+00 +1.459039425846588189e+00 +9.676084879478751288e-01 +1.304878220039730641e+00 +1.715874495710191683e+00 +8.831035579365874577e-01 +9.721469821238429843e-01 +1.052880199365864078e+00 +1.314006571405355039e+00 +1.152520149974384456e+00 +2.337180265369364740e+00 +1.411022255932441682e+00 +1.219480879981173604e+00 +2.077868783931485108e+00 +1.362664640260017990e+00 +1.266414940226905816e+00 +9.731170371963249188e-01 +1.506933956204284497e+00 +2.934088099208987277e+00 +1.640880830945518953e+00 +1.234650537207896193e+00 +7.633891929809647481e-01 +1.284987978692085919e+00 +1.422703013191173094e+00 +3.630622619968563392e+00 +8.915039460694205165e-01 +1.917348099542873996e+00 +1.413761394056832765e+00 +1.411056696432565039e+00 +1.554730259659359293e+00 +1.054277527100407896e+00 +1.514286003243730638e+00 +1.109578295510237567e+00 +5.840444663740829156e-01 +6.363096375184336129e-01 +1.814746374138239027e+00 +1.254350404592491142e+00 +1.454865811753067284e+00 +1.078441678429648221e+00 +8.471441330659508218e-01 +1.188338668362805439e+00 +1.331791606420579255e+00 +1.668494918566711727e+00 +2.719467119107252806e+00 +1.260192174746374016e+00 +2.069154749228629964e+00 +5.908022995881133665e-01 +1.819328470897643824e+00 +1.677284469683180346e+00 +1.490587983817465378e+00 +1.572860016904854552e+00 +8.841167495383943642e-01 +1.048086529235123132e+00 +2.180601464146252777e+00 +1.445440994310316807e+00 +1.092962994154812906e+00 +1.394493808778852761e+00 +1.041884064327264436e+00 +1.130060645844088940e+00 +1.349715988645369347e+00 +1.308270792435717977e+00 +1.623537335512467150e+00 +1.281277927165076047e+00 +1.139250545580061003e+00 +8.695486741920921414e-01 +2.326316613380474685e+00 +1.655704495152755751e+00 +2.086824809670127401e+00 +2.060081605106542924e+00 +1.170532439622955501e+00 +1.232723197455530828e+00 +8.347692847705505681e-01 +2.719467119107252806e+00 +1.288098813569049428e+00 +1.026703874853396314e+00 +1.497842668698895041e+00 +1.848370346801875730e+00 +1.107182919650767872e+00 +1.206033408805236906e+00 +1.443235691432110279e+00 +2.964190752293354603e+00 +1.573974438375520091e+00 +1.325391322428062901e+00 +2.142510409920438175e+00 +2.102850560273096470e+00 +1.327971922628343293e+00 +1.438109539040862250e+00 +1.080285170129779759e+00 +1.298233346771000329e+00 +1.320439604542813505e+00 +1.048086529235123132e+00 +1.033229782113683992e+00 +1.333211282457640312e+00 +1.292384348177451736e+00 +1.290531365107402406e+00 +1.052880199365864078e+00 +9.731170371963249188e-01 +1.445998068684372084e+00 +2.087611719449005587e+00 +1.577563434868317183e+00 +1.826703072464218147e+00 +1.243895940431767766e+00 +1.119902392330688778e+00 +1.299571168366095097e+00 +1.176095399944779851e+00 +1.551462298273699636e+00 +9.487131076362284032e-01 +2.194865186676679958e+00 +1.940061560948012076e+00 +1.026703874853395870e+00 +1.424240666336372030e+00 +1.093709164164041070e+00 +1.204879034767837975e+00 +1.048086529235123132e+00 +1.227082949839309212e+00 +1.733324489047961547e+00 +1.176688884693697812e+00 +1.430860413156999078e+00 +1.096629873230294816e+00 +1.133133682477844184e+00 +1.322931008340773484e+00 +1.547972339128657726e+00 +2.019990458043868564e+00 +1.326735791489989325e+00 +1.364328181523765782e+00 +1.347805873683174394e+00 +1.858673005950404411e+00 +1.883778159081259451e+00 +1.246892246140167693e+00 +1.703008205001212305e+00 +1.667010009781723090e+00 +9.178963475012356099e-01 +1.480394899187541524e+00 +1.484260744431393109e+00 +1.224860985958533766e+00 +1.366544622448027990e+00 +2.480464777440988478e+00 +1.686602341587645437e+00 +2.285633776185513888e+00 +1.828353202281486345e+00 +2.471457934379704735e+00 +1.113969828180954247e+00 +1.164427428702449419e+00 +9.093226912960671315e-01 +1.235122105562486361e+00 +1.108867031897300404e+00 +1.123875200490558335e+00 +1.301036259748628465e+00 +1.209811442993835362e+00 +1.072900890487949344e+00 +2.348185786198802028e+00 +1.986792662900881190e+00 +1.173357093577542365e+00 +1.415848136957195136e+00 +1.439784543857534072e+00 +1.254563270770778560e+00 +9.786597502765533863e-01 +2.409872342146492485e+00 +2.510433679239747917e+00 +1.459929431032909841e+00 +2.060973200933477134e+00 +1.188955555224396443e+00 +1.775780242529116704e+00 +1.282209411576237246e+00 +1.196163945729750822e+00 +1.452388485450825328e+00 +1.357649279878101023e+00 +1.448026892273871269e+00 +1.026703874853395870e+00 +1.108091362869661145e+00 +1.111005576520534666e+00 +1.574751847896245227e+00 +9.373138402015295245e-01 +1.577717857980349025e+00 +1.430287294379511520e+00 +1.571357416816267172e+00 +1.209753283961706449e+00 +1.053418563872427605e+00 +2.474433660292244319e+00 +1.109578295510237567e+00 +1.559314183207753279e+00 +1.561467320548674209e+00 +9.193498440302277919e-01 +2.194938150293753498e+00 +1.379606525502823589e+00 +1.264055411867849976e+00 +9.721469821238410969e-01 +1.231036576969509744e+00 +1.794153701953097757e+00 +9.707626522912757849e-01 +1.530570713392815030e+00 +2.973624789775807908e+00 +1.185325280445828966e+00 +9.239907897589022534e-01 +1.248509153094816915e+00 +1.492431093866931846e+00 +1.167205226204251156e+00 +1.468558209324405839e+00 +1.642450789473985484e+00 From fe7fa1beacc113ce3846f24e528d6381ca73bc06 Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 12:49:47 +0100 Subject: [PATCH 02/16] Update task_1_predictions.csv --- task_1_predictions.csv | 7802 +++++++++++++++++----------------------- 1 file changed, 3363 insertions(+), 4439 deletions(-) diff --git a/task_1_predictions.csv b/task_1_predictions.csv index 2c67ced..b07afec 100644 --- a/task_1_predictions.csv +++ b/task_1_predictions.csv @@ -1,4439 +1,3363 @@ -1.361751777225733484e+00 -2.426007441158454458e+00 -1.291170090926118119e+00 -1.210216682753884276e+00 -1.052880199365864078e+00 -2.207014431103764718e+00 -1.633570073142444068e+00 -1.307571724152536419e+00 -1.570688375242710766e+00 -9.458561888398009376e-01 -1.391877133698169011e+00 -1.271534718998873714e+00 -1.328816065909240285e+00 -1.635143936478131277e+00 -1.325127759669873839e+00 -1.106096140796814176e+00 -1.405795175996265911e+00 -1.040722037149298007e+00 -1.565313846425944400e+00 -1.981769890591819072e+00 -7.472836968504180666e-01 -1.535650405194638690e+00 -1.246298072888038178e+00 -1.472288611174753958e+00 -1.256883690153640654e+00 -1.224324943594590653e+00 -1.579301060363461628e+00 -1.615975119911086111e+00 -9.726566156802917140e-01 -5.840444663740829156e-01 -1.464479249752893342e+00 -9.860144224155531489e-01 -1.281630485999925018e+00 -1.632321055761306150e+00 -1.340158505872794947e+00 -1.610424247357813421e+00 -1.124048364344041762e+00 -1.110482362376000509e+00 -1.464838507831661252e+00 -8.865969847973137474e-01 -2.082351045352317964e+00 -1.295444006637088030e+00 -1.491107162327295343e+00 -1.129959517182949735e+00 -1.195193797931725088e+00 -1.386797001892363213e+00 -1.639156582473678458e+00 -1.203503404179805614e+00 -3.280411320976597711e+00 -9.977187013776859237e-01 -3.599397104131706882e-01 -1.207376400275040229e+00 -1.625618087691660607e+00 -1.432506449134434368e+00 -2.541690770867749638e+00 -1.033234235788742295e+00 -1.641996380829989555e+00 -1.979075875145660746e+00 -1.123590690125252367e+00 -1.855554675484597515e+00 -1.523973317254093907e+00 -1.591151451522873961e+00 -1.692555057143467767e+00 -1.346002821315032572e+00 -1.878509267820392514e+00 -1.239329165923604981e+00 -8.407511870071040505e-01 -1.382324991743706821e+00 -1.135451052563231311e+00 -2.028336818845314138e+00 -1.352080711942639235e+00 -1.091331281089171767e+00 -7.731650855479669238e-01 -1.442715287094783472e+00 -1.124724060832738459e+00 -3.040362093257893861e+00 -1.209753283961706449e+00 -9.458561888398009376e-01 -1.404397185073128718e+00 -9.827884062473655202e-01 -1.550889401090292941e+00 -2.318636506671632347e+00 -1.347202532693171140e+00 -7.999327906091896478e-01 -1.383045150866859085e+00 -1.652662137245442198e+00 -1.255603037130914812e+00 -8.977584947289094508e-01 -1.240049806437565350e+00 -6.647519066564111512e-01 -2.623023707983053843e+00 -1.246125844793106952e+00 -2.711224057705585722e+00 -1.263871012644479652e+00 -1.656669708648831341e+00 -1.039905138256288053e+00 -1.762315780083026695e+00 -1.268339585602577424e+00 -1.475407545385108987e+00 -1.111005576520534666e+00 -1.161421488999189622e+00 -1.492431093866931846e+00 -1.225758485111976270e+00 -1.887511698321314269e+00 -1.058593552477438804e+00 -1.669280116338265563e+00 -1.186049587131275729e+00 -1.347359560971460812e+00 -1.314720634316490111e+00 -1.173039967251708671e+00 -1.413361590495088915e+00 -1.063214222655607166e+00 -1.679837725591565967e+00 -1.128604155920359897e+00 -1.147709638581416725e+00 -1.540611622050860996e+00 -1.814040913571007829e+00 -1.471314996436300815e+00 -2.080293761439717670e+00 -1.082220229029680070e+00 -1.563862176318302266e+00 -1.441683981362342104e+00 -8.534241247470695235e-01 -1.265109263336191558e+00 -2.603121380012291652e+00 -1.279119171723297921e+00 -1.141753918517563138e+00 -1.028389760692053123e+00 -1.379626911874535011e+00 -2.209431585214761018e+00 -9.306585468818229234e-01 -1.748046829129683566e+00 -1.136557980893264430e+00 -1.417407134087535381e+00 -1.369247467429119292e+00 -9.373869243423116338e-01 -9.645560528336520889e-01 -5.860460583057099937e-01 -1.568552157420396664e+00 -1.970550665566664028e+00 -2.168699574518822004e+00 -2.157267251121641749e+00 -1.329961940908976237e+00 -1.456899454506239477e+00 -1.680767652609337359e+00 -1.169917825909232878e+00 -1.356387335483378864e+00 -1.340565806628191803e+00 -1.856043167974031016e+00 -1.381945692678983928e+00 -2.337797102820097894e+00 -9.781027149767168583e-01 -1.079762929440440722e+00 -1.431778674365819848e+00 -1.186693649200214695e+00 -8.929317320677661041e-01 -3.201954022737793615e+00 -4.963870547512660991e-01 -1.473721355741819172e+00 -1.714208877077249893e+00 -1.231457942736867928e+00 -1.494100818977703860e+00 -1.377694993246918465e+00 -1.119479058278783468e+00 -1.419373555724254610e+00 -1.335241982792920501e+00 -1.702678607280788903e+00 -1.418964654609147225e+00 -1.517689959593165661e+00 -1.817890603269396443e+00 -1.120544759792926115e+00 -1.361957024098419566e+00 -9.914088673912038185e-01 -1.250034438870327502e+00 -2.221808840857103728e+00 -1.173561778573220860e+00 -1.281645129293075724e+00 -1.338497384630779052e+00 -1.333721378778770283e+00 -1.045110637444323753e+00 -1.310501731286337179e+00 -1.176891807468468443e+00 -1.185800899294650490e+00 -1.343717249912977252e+00 -2.106527695878599005e+00 -1.872069121058996144e+00 -1.596174705410192018e+00 -1.670066605887597033e+00 -1.513894216044431973e+00 -1.554940965985772694e+00 -1.052880199365864078e+00 -1.044365760909068852e+00 -1.427106419188709063e+00 -1.515641781422992551e+00 -1.127011684727765362e+00 -9.722422176091447543e-01 -1.392398278943828505e+00 -1.062129423575980169e+00 -1.330060819458180221e+00 -1.674010620438339592e+00 -1.440379963155807852e+00 -1.074428697062555393e+00 -1.726939137657119705e+00 -1.180501850563417054e+00 -1.326951859376242604e+00 -1.145125190423308847e+00 -1.403182623285707642e+00 -9.897943875758273835e-01 -1.846016405016726925e+00 -1.361296357548072322e+00 -1.025992722282349501e+00 -2.009887807173789120e+00 -2.249240600897766118e+00 -9.528174978709439413e-01 -1.848370346801875730e+00 -1.482977746922955031e+00 -1.270918587737176475e+00 -1.910715107365835941e+00 -1.582321003049200092e+00 -1.519177508784003816e+00 -8.764537891734671682e-01 -1.514641759111254427e+00 -1.277321512660651193e+00 -1.578526481306546492e+00 -1.122724828972810895e+00 -2.459171833967090937e+00 -1.263852816964420311e+00 -1.023264828959449035e+00 -1.203220258000245124e+00 -1.599072501778212807e+00 -1.187665911457948420e+00 -1.346351300845502141e+00 -1.561496606311777890e+00 -1.680270550522331874e+00 -1.105156609423732839e+00 -1.467267422002725530e+00 -9.974966063340786615e-01 -1.857339629364652911e+00 -1.418512635130267485e+00 -8.985035448382254764e-01 -1.261824081051187596e+00 -1.507006087495509350e+00 -1.466627657833879939e+00 -1.521000766700717488e+00 -9.184949189198133856e-01 -1.077521173973795765e+00 -1.264711333702595475e+00 -8.964114586064649837e-01 -1.279264161335768479e+00 -1.108091362869661145e+00 -1.402066879614278783e+00 -1.061751879379487340e+00 -1.215560936159597372e+00 -1.424267938997799243e+00 -2.415743617928895137e+00 -1.305872327073813954e+00 -1.317298524235961388e+00 -1.382752573481521585e+00 -1.757273592606755530e+00 -1.554985560562990088e+00 -7.292388237267127815e-01 -1.790959005681154181e+00 -1.280598255951407083e+00 -1.297867861306159387e+00 -1.837355995288465937e+00 -1.223482377180582059e+00 -1.264055411867849976e+00 -1.284145500739402701e+00 -1.379675642033390215e+00 -1.727409887978643477e+00 -1.091307265764477341e+00 -1.405624420435489075e+00 -2.032461671816842230e+00 -8.966934671752161412e-01 -7.358475744231888216e-01 -1.041884064327264436e+00 -1.347884082796618310e+00 -1.227252136421794093e+00 -1.109578295510237567e+00 -1.827688027416813021e+00 -2.227624326013982081e+00 -1.078431320048572672e+00 -1.778451010553770306e+00 -1.508044889861468452e+00 -1.038723474728026508e+00 -1.430876416137854212e+00 -1.516216257707677428e+00 -1.211395874612446910e+00 -8.471013740264951020e-01 -1.319574985262864653e+00 -2.537294591377260211e+00 -1.273820077040573429e+00 -1.707995571347952435e+00 -2.009585077217544313e+00 -9.617543212008227149e-01 -1.943295762347189592e+00 -1.016924284379867149e+00 -1.239321811418421682e+00 -1.317075964918070996e+00 -1.188186235019718096e+00 -9.698026250508412494e-01 -1.449200618066702750e+00 -1.528832281957424044e+00 -1.432923400949605242e+00 -1.304207764873352327e+00 -1.288526335485487895e+00 -1.285777441017336375e+00 -2.202093421590979982e+00 -1.311549325765372087e+00 -1.130356767732651813e+00 -1.459517576120202831e+00 -1.539483510788950626e+00 -1.126688077032030888e+00 -1.655601076212877887e+00 -7.516959993649353633e-01 -1.939470462840083620e+00 -8.387603266330649898e-01 -1.851198857289581445e+00 -1.383045150866859085e+00 -1.283527193946157441e+00 -1.368009250551620370e+00 -9.772277872354261374e-01 -6.403567714328695093e-01 -2.609251575181150695e+00 -1.246298072888038178e+00 -6.647519066564111512e-01 -1.807069554468196060e+00 -1.392931958968569583e+00 -1.668828067321937780e+00 -1.514641759111254427e+00 -1.254728644080557398e+00 -1.276445563201443978e+00 -1.757151391525581863e+00 -1.272025615241765717e+00 -1.559127567771728451e+00 -1.275428900504320451e+00 -1.772783830855972242e+00 -2.495385483891097600e+00 -1.107340194198991767e+00 -1.775744832203660639e+00 -1.003930771708698710e+00 -1.650566171270824167e+00 -7.946630032839514524e-01 -1.205455812952492822e+00 -1.407338872914291716e+00 -2.711224057705585722e+00 -1.155750332855716156e+00 -1.382978966099769780e+00 -1.603590636286628346e+00 -1.741829911068419445e+00 -1.338186289059062783e+00 -1.122952110154617378e+00 -1.371410013756592994e+00 -2.227147042270503086e+00 -1.684129515501224583e+00 -1.281660494243260118e+00 -1.688449664785169224e+00 -1.153732460863208242e+00 -1.726519609538659905e+00 -9.215619656616685917e-01 -1.363965534896759202e+00 -2.315182635310077952e+00 -1.366372362011450070e+00 -1.019135222752256098e+00 -1.360403140891055962e+00 -1.515669415877326731e+00 -1.363976889317024543e+00 -2.031299461136689910e+00 -9.358462749379875545e-01 -1.390503527903502956e+00 -1.300100235971524354e+00 -1.295947941398520653e+00 -1.052880199365864078e+00 -1.290611759750293075e+00 -2.006906998967915357e+00 -1.334798857918933823e+00 -1.461415994559366105e+00 -1.261339123189769706e+00 -1.736397041596981827e+00 -1.350371527094546442e+00 -1.778687013403636774e+00 -1.854121080548527756e+00 -1.860394716584313324e+00 -1.362771820419494739e+00 -8.685250152759876885e-01 -6.551971643295035896e-01 -2.092677415487496084e+00 -7.596075027194335583e-01 -1.731926734703802317e+00 -1.301321066142502314e+00 -2.163080904127179682e+00 -2.152305396549644811e+00 -1.971078302581986019e+00 -7.026311372549325363e-01 -1.270048697839688323e+00 -1.518248497572242339e+00 -1.168604448146792540e+00 -1.260860521752668495e+00 -1.454063973077621030e+00 -1.548068682312994104e+00 -1.195718319756867931e+00 -1.213783958775036975e+00 -1.514641759111254427e+00 -1.868097666545295743e+00 -1.274498980032713336e+00 -1.302278869982030685e+00 -3.093890635086187224e+00 -8.946854987919559132e-01 -1.248701739013053036e+00 -8.302943179886611569e-01 -1.360294879041824556e+00 -2.037859692576443837e+00 -1.228150132580027920e+00 -1.632805935043987411e+00 -1.754859044859035322e+00 -1.027286861967080966e+00 -2.209431585214761018e+00 -1.035030046984409369e+00 -1.258452564031953491e+00 -1.040646770217012351e+00 -2.367421742341496049e+00 -2.699186927604035890e+00 -1.130356767732651813e+00 -1.830655097758878247e+00 -2.827153069935673280e+00 -1.393191930830282033e+00 -1.935890027957766879e+00 -1.866605011736247821e+00 -9.721469821238429843e-01 -1.533375123243449600e+00 -1.633440882516518755e+00 -1.290147810997415379e+00 -1.011863962510839432e+00 -1.263504933504791206e+00 -1.457578959453720735e+00 -1.662287995836528198e+00 -1.519046670247893305e+00 -1.229584277139551096e+00 -1.393455315824333240e+00 -1.918288397841437787e+00 -1.052408793881926430e+00 -1.374312579801777012e+00 -1.755109345785757613e+00 -1.556653588359357521e+00 -1.287013689542707118e+00 -8.922741365770177069e-01 -1.073012911778086220e+00 -1.264129797653370302e+00 -1.543701867563216146e+00 -6.607853442058333471e-01 -1.765544523115990749e+00 -2.673533818919071603e+00 -9.306585468818229234e-01 -1.043727209533249045e+00 -2.483517483806026327e+00 -1.120103264944708910e+00 -1.326950389014323939e+00 -2.192984046692675548e+00 -2.300926845373478358e+00 -1.003139453362365874e+00 -1.544074184130572736e+00 -1.545581107484010674e+00 -1.958621934584412916e+00 -1.247767564099083737e+00 -9.173409703785779801e-01 -1.187819543245322240e+00 -2.122738147329204850e+00 -1.565784498974437389e+00 -1.848370346801875730e+00 -9.687365541514895151e-01 -2.454019100693609623e+00 -2.420228499850295645e+00 -8.743921631185285204e-01 -1.136452665692750053e+00 -1.386797001892363213e+00 -1.529289801156848982e+00 -1.715326131983861080e+00 -1.571976502339918591e+00 -1.126030745908249697e+00 -1.436301138972808200e+00 -6.714253260562238479e-01 -1.261339123189769706e+00 -1.825735995666044387e+00 -1.638933005759407591e+00 -9.931199267414638765e-01 -9.315965792730092065e-01 -1.283160344648512474e+00 -1.754836650114003804e+00 -1.091780512111311774e+00 -1.461950207819323833e+00 -1.058593552477438804e+00 -1.566494146149647104e+00 -1.301036259748628465e+00 -1.712421791887674960e+00 -1.570658640773238135e+00 -1.287209558951699195e+00 -1.471088386283686988e+00 -1.829042339611406831e+00 -1.429346020373284398e+00 -1.233530604063731717e+00 -1.502509442215415714e+00 -1.246336326766507741e+00 -1.538140719671038603e+00 -1.565860698810123575e+00 -1.485857725653005668e+00 -1.384079370252927044e+00 -1.064528842965520194e+00 -1.246637598152799731e+00 -7.814287802274315631e-01 -1.553849972717599837e+00 -1.048180660844302503e+00 -1.146072307355856523e+00 -1.454581614837158199e+00 -1.002399800401762020e+00 -1.248572669428059445e+00 -1.386797001892363213e+00 -1.527488910176437509e+00 -1.403635260275510444e+00 -1.068957056828711005e+00 -1.230953013237703120e+00 -1.444184825423306284e+00 -2.634714518247578408e+00 -2.281173713693857241e+00 -1.168881307058582841e+00 -1.656233795296831568e+00 -5.840444663740829156e-01 -1.076580900744399383e+00 -9.010886885870271756e-01 -1.789798752302928175e+00 -1.415347469629156807e+00 -1.166623527188018539e+00 -1.595180823067797071e+00 -1.913168412343108082e+00 -1.137833046722293462e+00 -1.337285571010818463e+00 -9.050627571847443820e-01 -1.702156329738703899e+00 -1.155368209882931874e+00 -1.316201412682025396e+00 -1.925853425811281605e+00 -1.971322004178624798e+00 -1.834770581925969424e+00 -1.043305433958918282e+00 -1.263852816964420311e+00 -1.253587776722720593e+00 -1.243870260671199990e+00 -9.967925054439655819e-01 -9.029885294454744749e-01 -1.729641334095754823e+00 -1.323550145472878192e+00 -6.551971643295035896e-01 -1.156945092135946318e+00 -1.496779323784782623e+00 -1.635085657776394141e+00 -1.654942206384506065e+00 -2.484356959569885781e+00 -1.361166518861814057e+00 -1.170783168899187210e+00 -1.712715180568639584e+00 -1.403738935669021304e+00 -1.920807474831794481e+00 -1.246996170688384975e+00 -7.559905617216755580e-01 -1.648874033144039242e+00 -1.224995303068709296e+00 -1.115293457909934283e+00 -1.208055381631752079e+00 -1.480346289764703283e+00 -1.311275860109668345e+00 -2.153085556208975682e+00 -2.239860432031148374e+00 -1.074428697062555393e+00 -1.036771208944564204e+00 -1.306585763843371106e+00 -9.554683139744659659e-01 -8.223810175740394746e-01 -1.356224408453255759e+00 -1.810958339525868821e+00 -1.425590290044836950e+00 -1.584986169246159093e+00 -1.581634772689656465e+00 -1.666198326030763788e+00 -1.110775369273935498e+00 -1.224468055155728097e+00 -1.303513345236697818e+00 -9.384793336060620605e-01 -1.642434959966229346e+00 -1.631672842269384471e+00 -1.874504787895213909e+00 -5.908022995881133665e-01 -1.031363515615419946e+00 -1.071091140794585561e+00 -2.139742844146337308e+00 -1.338828767292985500e+00 -1.231101460328597019e+00 -1.048180660844302503e+00 -1.167143118525695744e+00 -2.490657034332858455e+00 -1.048086529235123132e+00 -1.248355735017188106e+00 -3.939750037683610095e+00 -1.397264620078766617e+00 -2.295484475872183516e+00 -1.316661025784128913e+00 -1.322530751802901694e+00 -1.264208383162227056e+00 -8.812674563381642789e-01 -1.658479297637130756e+00 -1.377254061797634543e+00 -1.000173359366875792e+00 -1.425658573378378868e+00 -2.313346378429757877e+00 -1.427471724215868321e+00 -1.221986389698966891e+00 -1.421620607342495513e+00 -8.611299204212813363e-01 -1.048119313137943154e+00 -1.740663928417982786e+00 -1.246712423781425327e+00 -1.346219392037905527e+00 -1.702519742346749521e+00 -1.500391251050716024e+00 -1.919230993368718163e+00 -2.390980386041535954e+00 -1.222799057700784564e+00 -1.330060819458180221e+00 -1.050072543762172739e+00 -1.401319504967610152e+00 -1.644508174613600771e+00 -1.994339542130702192e+00 -1.572377087322899047e+00 -9.238939290280189232e-01 -1.617482656507467809e+00 -1.519884312936498505e+00 -1.532312854088332843e+00 -8.785963638312351831e-01 -1.126605454517688010e+00 -1.214012481906435958e+00 -1.392686933387044412e+00 -1.773042260887853772e+00 -1.069627803548649725e+00 -1.048086529235123132e+00 -1.868885277550407231e+00 -1.229959529900339188e+00 -1.123245995519980722e+00 -1.227252136421794093e+00 -1.119909701593334805e+00 -2.416388907689815735e+00 -1.219686677317383783e+00 -1.845114622925814629e+00 -1.295505719767050090e+00 -1.231906601806135315e+00 -1.341623386449507960e+00 -6.504306873752336848e-01 -1.532156402954073293e+00 -1.960223001001270005e+00 -3.341041460688197073e+00 -1.516604437021885188e+00 -1.289635257185618666e+00 -1.017101696576523606e+00 -1.096642725632353654e+00 -1.353284855815294341e+00 -1.331132735293403480e+00 -1.444855047755412292e+00 -1.048086529235123132e+00 -1.595021526861190919e+00 -1.947952110042152851e+00 -1.390385617802162299e+00 -1.466499602330789465e+00 -1.756479885447498779e+00 -1.271640726028370416e+00 -1.435581595720010206e+00 -1.226681712856842354e+00 -2.001182490380331469e+00 -1.408292064683806633e+00 -1.193241346135625713e+00 -1.524962889116913356e+00 -1.048086529235123132e+00 -1.035089311681710367e+00 -1.179168714833680465e+00 -1.200018823911436661e+00 -1.649691686956566317e+00 -8.271025488890344501e-01 -8.223810175740394746e-01 -1.465208480068363128e+00 -1.318610315667481769e+00 -1.027738482355185834e+00 -1.140897297520940157e+00 -2.622130896606546635e+00 -1.023084020456362264e+00 -1.429905194577467009e+00 -1.255109448555773666e+00 -1.048180660844302503e+00 -2.634079570775115453e+00 -9.987289796899114780e-01 -1.751635758048611713e+00 -1.591442070141559029e+00 -1.297725729181419929e+00 -9.945139500657048659e-01 -1.179806554810237884e+00 -1.191128941843743183e+00 -6.749150372951938648e-01 -1.331132735293403480e+00 -9.458561888398009376e-01 -1.995422225237623248e+00 -2.518781114015474998e+00 -1.713455377263491952e+00 -6.641824411336038070e-01 -1.196487562821099582e+00 -1.408292064683806633e+00 -1.494815500679507192e+00 -1.377597704819925939e+00 -1.249285915787545109e+00 -1.407499021903221958e+00 -8.946999299022655450e-01 -1.438269185178137510e+00 -1.870467946031511675e+00 -1.819735335143715993e+00 -1.357630274261579562e+00 -1.783024199087152484e+00 -9.843352474182720524e-01 -1.129470312074277505e+00 -1.449272711015204607e+00 -1.297521520669410178e+00 -4.509254055421452190e-01 -1.011863962510839432e+00 -1.899050708551787814e+00 -1.680826178929107240e+00 -8.145271546463290768e-01 -8.663012084951819958e-01 -1.048180660844302503e+00 -1.396635984825449928e+00 -1.076479424639593674e+00 -1.561743799083976203e+00 -1.466627657833879939e+00 -1.296667612683640725e+00 -1.048086529235123132e+00 -1.209786355216775133e+00 -1.360403140891055962e+00 -7.532305723056821334e-01 -1.510544261361549845e+00 -1.375560485718056558e+00 -7.047795444310143154e-01 -1.559259905156861192e+00 -1.424518217693086397e+00 -1.169772149698569352e+00 -1.387007609572346478e+00 -8.965359572010920264e-01 -1.404051963149891336e+00 -1.497391771480947043e+00 -1.611655108881566267e+00 -1.751212952538819367e+00 -1.866275564526088449e+00 -1.877448615123759046e+00 -1.699438570617076483e+00 -1.059594028683936262e+00 -1.170532439622955501e+00 -1.048086529235123132e+00 -1.038654884037560011e+00 -8.841663524521752304e-01 -9.055777572381630280e-01 -2.487195168290158520e+00 -8.583658553747053332e-01 -1.161635908507688608e+00 -1.241017051436622332e+00 -9.907784464747831921e-01 -7.144266517192106036e-01 -2.007674419440433677e+00 -2.476582250746034664e+00 -1.863774015762239555e+00 -1.173408212097396763e+00 -9.918360716058438609e-01 -1.626558655702458500e+00 -1.591209997972010237e+00 -9.839777152921069803e-01 -1.334277856916217031e+00 -1.622801001447186975e+00 -1.639323713384928105e+00 -2.687995374084034772e+00 -1.589556366151545941e+00 -2.083558788645070603e+00 -1.666957448558133992e+00 -1.421041472244781279e+00 -7.077820965904789707e-01 -1.276984423715364914e+00 -1.436343938063434855e+00 -1.244946515000008969e+00 -2.132014818185761218e+00 -1.058593552477438804e+00 -1.286168956291894983e+00 -1.848370346801875730e+00 -2.031299461136689910e+00 -1.360252998423022719e+00 -1.658414286066639765e+00 -1.259450076020254938e+00 -8.555106267095302641e-01 -1.261824081051187596e+00 -2.013862683970313316e+00 -1.941671835859991813e+00 -1.975813169756089005e+00 -1.509564233682426426e+00 -1.213783958775036975e+00 -1.015996173826638094e+00 -1.410425671305384654e+00 -8.232316761087399293e-01 -1.919236705026081680e+00 -7.956216351758771399e-01 -1.499717444797824095e+00 -1.588451413035977700e+00 -1.504838662410248773e+00 -1.406425620883888783e+00 -1.912862736227147975e+00 -1.216275434007282996e+00 -1.328209754611635596e+00 -7.670432706770261566e-01 -1.545581107484010674e+00 -1.746814484172428017e+00 -2.190935587168460597e+00 -1.802171888601660221e+00 -1.235376572839898213e+00 -1.324397063019620902e+00 -9.570452032947729393e-01 -6.607853442058333471e-01 -1.114044269150216815e+00 -8.643965535052866578e-01 -9.862813837669724970e-01 -1.069898425474500980e+00 -1.749306476259921972e+00 -3.136040424318818687e+00 -1.327258875251886128e+00 -2.679821024587432543e+00 -2.254605189653128505e+00 -1.708866766894337808e+00 -1.350846974876193318e+00 -1.484085060844778425e+00 -1.062064558702086936e+00 -1.478457005798500479e+00 -1.994764047469337331e+00 -1.274743743324916467e+00 -9.129045106824981159e-01 -1.366546507485993045e+00 -1.281807725468040671e+00 -9.698026250508412494e-01 -1.354401184828411209e+00 -1.048180660844302503e+00 -1.523277595633814929e+00 -9.864288280447781609e-01 -1.503050621188326996e+00 -2.402019941938426495e+00 -1.036191067370052954e+00 -1.301036259748628465e+00 -9.367362922460971131e-01 -1.103813453309971715e+00 -1.290132396519817037e+00 -8.812674563381642789e-01 -2.119396397736866611e+00 -1.577481190603621020e+00 -1.844403595683572483e+00 -1.184613075623075495e+00 -2.077929839912507237e+00 -1.665615226111076375e+00 -2.382851652725399116e+00 -1.193949673391439870e+00 -1.483819082948345969e+00 -1.738545309017633933e+00 -1.248367308754596339e+00 -1.101194940542867373e+00 -1.665820488215935313e+00 -1.328821416360034924e+00 -1.797238087465780065e+00 -2.275226790540749278e+00 -1.042687261213876670e+00 -1.048086529235123132e+00 -1.085345068838656557e+00 -1.470741992495821382e+00 -1.184726209440216671e+00 -1.954636272248911233e+00 -1.727366277645358439e+00 -1.221626378106188016e+00 -1.364351877471595920e+00 -1.580155076877097331e+00 -1.427765541412556072e+00 -1.191892698569669395e+00 -2.652538287259627925e+00 -8.891007559082635403e-01 -8.985035448382254764e-01 -1.881745454383651150e+00 -1.249554528386467078e+00 -7.702224861307517267e-01 -1.937166848062805702e+00 -1.269769568753520206e+00 -1.197761476133831549e+00 -1.590462104439313684e+00 -1.516069238780878292e+00 -1.529269874120852357e+00 -5.604191732772100920e+00 -1.204200981445186835e+00 -8.407511870071040505e-01 -3.578487238884383803e+00 -9.134623355991400295e-01 -1.507950122501151125e+00 -2.549100714197654938e+00 -1.336339853348357254e+00 -1.470112824943852425e+00 -1.911012962877076671e+00 -1.917403614777393628e+00 -1.448197305562338277e+00 -1.470776863593499018e+00 -1.276431101793624290e+00 -9.287431510892490971e-01 -3.026914127466905136e+00 -1.104467361908320955e+00 -1.370522569989840456e+00 -1.228288153806578631e+00 -1.264128621659240892e+00 -1.110522052835227980e+00 -1.556653588359357521e+00 -1.944426198626491464e+00 -1.611655108881566267e+00 -1.133389139812490676e+00 -1.524677538230359231e+00 -1.261313856817227075e+00 -1.765642967922808282e+00 -1.316473002749603216e+00 -8.145271546463290768e-01 -1.470581715573914705e+00 -1.133567352222784264e+00 -9.948526341952604879e-01 -8.923931748623519233e-01 -1.549712479913137875e+00 -2.007504554013916476e+00 -1.156612850116756741e+00 -1.274877870647439071e+00 -1.637480309368009923e+00 -1.213450262005935310e+00 -1.170532439622955501e+00 -1.447922410117488790e+00 -3.479286399363655136e+00 -1.048086529235123132e+00 -1.482342799450392601e+00 -7.493704624710080253e-01 -9.177498998116565554e-01 -2.295883538150973457e+00 -1.471038405128558324e+00 -1.671776331292321283e+00 -1.546462722720540306e+00 -1.462188084294727686e+00 -1.585989304019272073e+00 -1.889933162468648842e+00 -1.480185120268132870e+00 -1.005111215439017602e+00 -1.091047796195879771e+00 -1.548068682312994104e+00 -1.315701756330062366e+00 -1.333692603193423309e+00 -1.237374518348443475e+00 -2.100856180183484412e+00 -1.534246659671405055e+00 -1.188338668362805439e+00 -1.251878629524147746e+00 -1.128342315039264410e+00 -1.871258479929049034e+00 -1.626333549036437676e+00 -1.488278692911729317e+00 -1.188026904941621664e+00 -1.271168838120986022e+00 -1.524711390396559230e+00 -2.833096418633440639e+00 -1.778546585930107282e+00 -1.169189497148040990e+00 -1.178639676325469399e+00 -6.647519066564111512e-01 -1.174755366636677456e+00 -1.222799057700784564e+00 -1.042500506467139765e+00 -1.183449906427205711e+00 -1.758561359811597891e+00 -1.446901228884627466e+00 -1.502716077737162648e+00 -1.087424629509705420e+00 -1.293591854079932935e+00 -1.679307662586565719e+00 -1.401409486286435691e+00 -5.674044241265806532e-01 -1.229457512367569949e+00 -1.682432500556237054e+00 -1.057649200950811164e+00 -3.253119758958717966e+00 -1.057923850674313382e+00 -1.017723816431863826e+00 -1.263852816964420311e+00 -1.080878944203188086e+00 -1.809510206905768914e+00 -2.041240507503885304e+00 -1.050762480296298929e+00 -1.085717853026429758e+00 -1.880385681380300822e+00 -9.157894063633001958e-01 -1.656567403512609671e+00 -1.157442536592950377e+00 -1.485152350449902015e+00 -1.871672777028457801e+00 -1.092988842373183278e+00 -1.859131659672843107e+00 -1.520827596017466421e+00 -1.502557177841668645e+00 -7.602445276024661913e-01 -1.197478555855611138e+00 -1.618090465271179168e+00 -1.193148841952401895e+00 -1.383045150866859085e+00 -1.350351584952341311e+00 -1.202000321661414795e+00 -1.234114160450284547e+00 -2.156755039920970507e+00 -1.740969561018201217e+00 -1.153001784213927738e+00 -1.274291160011117530e+00 -9.414105024177620296e-01 -1.604054309627918951e+00 -1.438277526873242174e+00 -1.611551784909510232e+00 -1.213783958775036975e+00 -1.925270349118084701e+00 -1.035089311681710367e+00 -1.973254842854174518e+00 -1.368941048846520125e+00 -1.581749571627139916e+00 -1.689369031708741975e+00 -1.669067804186932680e+00 -1.393191930830282033e+00 -1.633707613577639162e+00 -1.181975561860628465e+00 -1.027738482355185834e+00 -1.446440435135014635e+00 -1.277624642159595147e+00 -1.507506825740742240e+00 -1.539742501716241385e+00 -1.350291477973471821e+00 -2.014264869014040560e+00 -1.332224062481662585e+00 -2.208868140771693689e+00 -1.193136948290832056e+00 -1.109322547490583677e+00 -1.157325221178445052e+00 -1.152961363967129005e+00 -1.562075837549075086e+00 -1.320410242190365180e+00 -1.101065649236102839e+00 -1.483787774408085847e+00 -1.285777441017336375e+00 -1.264313014679300906e+00 -1.205698979069450560e+00 -8.113822322280089816e-01 -1.065155642664538327e+00 -6.607853442058333471e-01 -2.029333302511656445e+00 -1.699973992788552213e+00 -1.641996380829989555e+00 -2.732026195048510964e+00 -1.097858291279286025e+00 -1.314489131484512185e+00 -1.261780156752089876e+00 -1.375156379027823839e+00 -1.345388862484413028e+00 -7.509964055895921309e-01 -2.237751902849469676e+00 -1.415292077567409823e+00 -1.875103105917010904e+00 -2.168699574518822004e+00 -1.234302388431055109e+00 -1.138773843110216566e+00 -1.111556646521731917e+00 -1.602764749709435277e+00 -1.053495241350900224e+00 -6.106286544658210413e-01 -6.647519066564111512e-01 -2.380971300410344771e+00 -9.458561888398009376e-01 -1.268382601693161860e+00 -1.981637040407105976e+00 -1.049749156499912628e+00 -1.050975198101448571e+00 -1.047493035298823205e+00 -1.365718746270080164e+00 -1.331132735293403480e+00 -1.377734408253712850e+00 -8.841167495383943642e-01 -1.738397776652792714e+00 -1.721359084816701523e+00 -1.667091022672734901e+00 -1.521880262611325474e+00 -8.865969847973137474e-01 -1.175714610968397578e+00 -1.472212787673448098e+00 -1.332319305343731441e+00 -2.448505937158441892e+00 -1.049709920131995489e+00 -1.308988862921745655e+00 -1.349577056261537455e+00 -1.561906861372924338e+00 -1.930752133294309614e+00 -1.398836630595501118e+00 -2.007054169641979247e+00 -1.046889194141987778e+00 -1.459409208860837692e+00 -1.304513988094950339e+00 -1.043305433958918282e+00 -1.048086529235123132e+00 -1.498072811726062437e+00 -1.322232947295754801e+00 -2.158688043868960627e+00 -1.265512741425554477e+00 -1.405863302631956246e+00 -1.794153701953099533e+00 -1.257187642899177726e+00 -1.463929423420288423e+00 -1.209725186013769438e+00 -1.259989509015777776e+00 -9.085205692084553641e-01 -8.560922547814766581e-01 -9.853111979992249525e-01 -1.263862538854074069e+00 -1.452897717220893892e+00 -1.677602685737386690e+00 -9.990373015404171442e-01 -1.578526481306546492e+00 -2.122498811232135907e+00 -1.926266273401895601e+00 -1.519899058075461218e+00 -1.794554027530657514e+00 -1.448112557285896607e+00 -1.284250254326324336e+00 -9.699291228607008764e-01 -1.298886954426382578e+00 -3.337922448908772211e-01 -1.231457942736867928e+00 -1.312548501871147799e+00 -1.686602341587645437e+00 -1.612512217601679287e+00 -1.056805411694715646e+00 -1.236478369330104909e+00 -1.261354053045555812e+00 -2.154384062090398899e+00 -1.545557198591383186e+00 -1.352438859804285354e+00 -1.661030130920565728e+00 -1.325897945243379228e+00 -1.340410608508461054e+00 -1.248506088147034232e+00 -1.645792125365022285e+00 -1.658414286066639765e+00 -2.353057985740788283e+00 -1.161090593694924067e+00 -1.474682956952668489e+00 -1.864249808453650070e+00 -1.170532439622955501e+00 -2.066965121025120755e+00 -1.669658948370466911e+00 -1.213783958775036975e+00 -1.311039848544991671e+00 -1.970536864161956947e+00 -1.199256380985616044e+00 -1.363488049970256188e+00 -1.497201365102221349e+00 -1.238502792111493500e+00 -1.276276451589969607e+00 -1.782950967261551334e+00 -1.052880199365864078e+00 -1.263862538854074069e+00 -1.256277525071958889e+00 -1.304450808640365223e+00 -2.098078610965661728e+00 -1.433759078076918936e+00 -1.052880199365864078e+00 -7.535059715907803657e-01 -1.940831209055250639e+00 -1.257675586336134632e+00 -1.422522267870885093e+00 -1.198607169920484550e+00 -1.074428697062555393e+00 -2.667678066672476866e+00 -1.264055411867849976e+00 -1.026703874853395870e+00 -2.037285763110002978e+00 -1.178914558382419875e+00 -1.355991153676800121e+00 -1.653510035881836870e+00 -7.106994729992808235e-01 -2.377448790817063617e+00 -8.922741365770177069e-01 -1.416530481697347188e+00 -8.113822322280089816e-01 -1.448144174483827706e+00 -7.621949930559572817e-01 -2.414964468268584685e+00 -1.321555788125200470e+00 -2.050853660657328881e+00 -1.610850790032262392e+00 -1.166384292100234976e+00 -1.720688921849474973e+00 -1.828658872614571607e+00 -1.683458531591160767e+00 -1.393979484469941132e+00 -1.828564131000434800e+00 -1.702999771547547336e+00 -1.171313923135720136e+00 -1.016115595523136017e+00 -1.399792964251711735e+00 -1.117201062277115575e+00 -9.877459576236373717e-01 -1.247659639253740682e+00 -9.582843051378292509e-01 -1.695064376544268558e+00 -1.351473118082757052e+00 -1.091578223989310370e+00 -1.088223270396335263e+00 -1.289424392005346975e+00 -1.316739236529435253e+00 -1.732647385080333891e+00 -1.379748983149833075e+00 -1.426977017711939189e+00 -1.569050796974951201e+00 -1.108827797291062289e+00 -1.650342453124027831e+00 -1.529378960259927034e+00 -2.209431585214761018e+00 -9.990373015404171442e-01 -1.792473215013903332e+00 -1.190894636629141523e+00 -1.039799013012659756e+00 -1.655208574539865474e+00 -1.117178919841217866e+00 -1.299071314869721938e+00 -1.468494171252713532e+00 -2.004801704293887266e+00 -1.734912653868141641e+00 -1.471235112202920359e+00 -2.242234665953556583e+00 -1.028172263699407285e+00 -1.325846362685037860e+00 -1.133617637480372808e+00 -2.082186912441262194e+00 -1.011863962510839432e+00 -1.915922730063655877e+00 -1.544521486062924609e+00 -1.529082997897712959e+00 -1.410871688437720373e+00 -1.908930093940943706e+00 -1.198404687301526161e+00 -1.086027687774359762e+00 -1.329519540622988494e+00 -1.699091161731066890e+00 -1.356333547836985565e+00 -1.315821691059373855e+00 -1.431195623683864548e+00 -2.051485000552628168e+00 -4.141251158359851581e-01 -1.515786379298568409e+00 -1.377287574202166409e+00 -1.486720445692609305e+00 -1.048086529235123132e+00 -1.577722214508025855e+00 -1.264055411867849976e+00 -1.264989506486832616e+00 -1.041884064327264436e+00 -1.076278332322753828e+00 -7.431163040565064160e-01 -1.008988458116832021e+00 -1.640007759842379675e+00 -1.671360121738385551e+00 -5.860460583057099937e-01 -1.254949554175984305e+00 -1.217262856938723603e+00 -1.850856120875855160e+00 -1.981501747982756134e+00 -2.010978754201526275e+00 -1.262510114647365622e+00 -1.493800276457674547e+00 -1.442482688057070028e+00 -1.252516267435550112e+00 -1.554912347442793941e+00 -3.393505294640235537e+00 -1.221719190860651505e+00 -1.466469411353940488e+00 -5.609530731974317064e-01 -1.601245456257446742e+00 -8.088752861526591342e-01 -1.462871384339838210e+00 -9.891814929031291781e-01 -1.021902104656890575e+00 -4.427675825661707698e-01 -1.768476086249842982e+00 -1.866275564526088449e+00 -1.327521843334728668e+00 -1.159845089778342109e+00 -1.944362228702579243e+00 -9.795746422917864793e-01 -1.600062861627450594e+00 -2.184549931526678535e+00 -1.287449445731106534e+00 -2.093332658627416798e+00 -7.728023219073766326e-01 -1.768610222409060295e+00 -1.318708652383814739e+00 -1.218354257416276898e+00 -1.445726835632181739e+00 -9.117352395115924102e-01 -1.794249075492582390e+00 -1.335062938326557092e+00 -1.584414105786782212e+00 -1.278526469736274818e+00 -1.692552464304297954e+00 -1.332775624930260028e+00 -1.600068295254186479e+00 -1.304366114390570486e+00 -1.193949673391439870e+00 -1.971007993935848024e+00 -1.146081417327358354e+00 -1.252557140726060059e+00 -3.283575437670103625e+00 -1.018794679384991797e+00 -2.379945620143746332e+00 -1.908123523674456257e+00 -1.342286415743723982e+00 -1.451516570497758840e+00 -1.218492822593072678e+00 -1.248123007354847047e+00 -2.043773891581476043e+00 -1.181168505255611789e+00 -1.559758967492074877e+00 -2.039712771282870207e+00 -1.213180758676097870e+00 -1.429323721571021277e+00 -1.144729381241567090e+00 -9.525579360124287742e-01 -1.283302624136470893e+00 -2.290860542179176562e+00 -1.102194715728573859e+00 -1.267735821496896342e+00 -1.213377246482213678e+00 -1.396286901936310221e+00 -1.440195074616485993e+00 -1.465256560176164458e+00 -1.377362993170372585e+00 -1.494292669087159409e+00 -1.531410064265453563e+00 -1.374687303149294104e+00 -3.188107691479979522e+00 -1.559259905156861192e+00 -4.566163953978797929e-01 -1.161421488999189622e+00 -1.172230280790759194e+00 -1.005111215439017602e+00 -1.164918537222842998e+00 -1.548050076658269658e+00 -1.107340194198991767e+00 -2.966690788630539810e+00 -1.181564791379884349e+00 -1.281932883264073730e+00 -1.822264518629819641e+00 -2.600759098663799396e+00 -1.506071842721601106e+00 -1.199256380985616932e+00 -1.869390049125066344e+00 -2.007691924096449476e+00 -2.332251938560788940e+00 -1.023706769248411641e+00 -1.938573776666693504e+00 -1.288181649589989153e+00 -1.028137695843289290e+00 -2.282272974396948317e+00 -1.170532439622955501e+00 -1.396286901936310221e+00 -1.209617344521597859e+00 -1.857083929094518027e+00 -1.706492480085572083e+00 -1.617398569402471509e+00 -1.577078530492425523e+00 -1.107340194198991767e+00 -1.168046376090832394e+00 -1.474185420185267770e+00 -1.925722952110820341e+00 -1.394144278208216292e+00 -9.790700857046528149e-01 -1.597826945151012978e+00 -1.154112862959150387e+00 -1.197601664845336700e+00 -5.256413855391596224e-01 -1.345057342416061896e+00 -1.261824081051187596e+00 -2.132727867313963355e+00 -2.183059749605629207e+00 -1.007383590594547851e+00 -1.291418793470036519e+00 -1.201518969031015738e+00 -9.865577564525451759e-01 -6.607853442058333471e-01 -1.458475202575491014e+00 -1.634506883891094109e+00 -1.137372985979560047e+00 -1.213498317321633380e+00 -1.400398173941689972e+00 -1.333404576859307022e+00 -6.116004913615642469e-01 -9.781027149767168583e-01 -1.635967897802271809e+00 -4.460068535071966545e-01 -1.755729083899826071e+00 -1.736201416162660216e+00 -1.597115137151566611e+00 -1.622040418586960131e+00 -1.597761585804800655e+00 -3.809811217886580170e+00 -1.086669499582730847e+00 -1.048086529235123132e+00 -1.074428697062555393e+00 -1.444235778680757587e+00 -9.703967972404299314e-01 -1.304256554565736526e+00 -1.521000766700717488e+00 -1.222198681556945443e+00 -2.882587780141761868e+00 -1.184882413757809339e+00 -1.502980452938295519e+00 -1.244906169335349588e+00 -1.508317164332464211e+00 -1.361625961380287908e+00 -1.959820856915753362e+00 -1.243935450027040757e+00 -1.687160483510007580e+00 -1.264055411867849976e+00 -1.293538305421851442e+00 -1.266935733134259889e+00 -1.271692089498868805e+00 -1.261189133578680011e+00 -1.288098813569049428e+00 -1.074428697062555393e+00 -1.120135492507361663e+00 -1.293091808489395200e+00 -9.306585468818229234e-01 -1.062395642561223541e+00 -2.375567119383127590e+00 -1.085065244983165922e+00 -1.376134771669205170e+00 -1.323526653429996092e+00 -1.323526653429996092e+00 -1.298782414607703384e+00 -1.111207756258649759e+00 -1.629974211726381794e+00 -2.028971766317884562e+00 -1.261824081051187596e+00 -1.074428697062555393e+00 -8.724367116947333578e-01 -9.239907897589022534e-01 -1.254534871625356374e+00 -1.273177656028422255e+00 -1.133352679994563239e+00 -1.896891211968946056e+00 -1.340286313365431914e+00 -1.347314872136282204e+00 -1.286711607344658281e+00 -1.413015274764673146e+00 -1.294503392425729871e+00 -9.446963283930186472e-01 -3.337922448908763329e-01 -8.271025488890344501e-01 -1.301036259748628465e+00 -8.841227861693784496e-01 -1.429704877409157637e+00 -1.336641762796127342e+00 -1.053495241350899780e+00 -1.293185918464279105e+00 -1.297341170817391198e+00 -1.926987845925538068e+00 -1.032364103153702528e+00 -6.838538944680745413e-01 -2.751176922397441604e+00 -1.855903057452163996e+00 -1.916027767009101490e+00 -8.538173485773042914e-01 -1.227576374827150207e+00 -1.565313846425944400e+00 -1.406770549056279407e+00 -1.424537103568236596e+00 -1.206399586709699268e+00 -1.230249537818626893e+00 -1.254655519258148111e+00 -1.283281612231242930e+00 -1.622976654838078625e+00 -7.834906405874026980e-01 -2.874852695645375711e+00 -1.972258706047923749e+00 -1.848539395056737034e+00 -1.263852816964420311e+00 -2.272538797274852751e+00 -1.616760124124346110e+00 -1.747464958626641085e+00 -1.815938514466381770e+00 -2.081173404242871783e+00 -1.318067884007192214e+00 -2.168699574518822004e+00 -1.417610188568277252e+00 -8.565311443938311564e-01 -1.307281328008517818e+00 -1.170532439622955501e+00 -1.199692943656496480e+00 -1.846537074430031122e+00 -1.347730807738042769e+00 -1.403172631194675501e+00 -1.305597742831070773e+00 -1.468124591786955646e+00 -1.804879394681917049e+00 -1.709008916532300359e+00 -1.670948773076862182e+00 -1.951441881953332125e+00 -1.231457942736867928e+00 -2.416388907689815735e+00 -1.338183918357449986e+00 -1.574997258245490750e+00 -1.492431093866931846e+00 -1.034697215864813113e+00 -1.402367129877885032e+00 -2.136706748492747998e+00 -1.026517875662935619e+00 -2.029030757394359341e+00 -1.848539395056737034e+00 -1.467230432787080874e+00 -1.667799259646521204e+00 -1.498836347340626540e+00 -1.981637040407105976e+00 -1.611558267493835128e+00 -1.433584870938925393e+00 -1.010265174500665220e+00 -1.158526194796514641e+00 -1.044353016744042018e+00 -9.997651694889401197e-01 -1.568303769081570875e+00 -1.386797001892363213e+00 -2.804534361626657812e+00 -1.143228124392816847e+00 -1.285868895415018587e+00 -1.923799015248481847e+00 -1.550492027249368743e+00 -8.834002584992004525e-01 -1.463557438089710061e+00 -1.542660383859240758e+00 -1.141178032182509350e+00 -1.109322547490583677e+00 -1.603805456925451622e+00 -1.223372444841751783e+00 -1.325837406845100652e+00 -1.080289920279659199e+00 -1.546399653824173548e+00 -8.812674563381642789e-01 -1.785528674416749562e+00 -1.088601345073842763e+00 -1.634182891312808916e+00 -1.527037700400310172e+00 -1.013361773778823638e+00 -1.146106120277994078e+00 -2.286565829171455899e+00 -1.346196356662709537e+00 -1.346250650454389408e+00 -1.052880199365864078e+00 -1.339760509113813391e+00 -1.845059667434432615e+00 -2.192198172552296320e+00 -1.009797653257439087e+00 -1.848370346801875730e+00 -1.773194701592912370e+00 -1.548623803455988268e+00 -1.392760730288700621e+00 -1.271425752646718088e+00 -2.029030757394365114e+00 -1.273016105383042662e+00 -1.608345570065290886e+00 -1.223882092558780998e+00 -2.134927884582074942e+00 -3.071119031791368137e+00 -1.772629617537988977e+00 -2.212255216881334086e+00 -1.761691950930997841e+00 -1.563191953986164506e+00 -1.108363797214991564e+00 -1.052880199365864078e+00 -1.743754765616217117e+00 -1.283545758351773758e+00 -1.056781510007689606e+00 -2.115287955376759399e+00 -1.447877538675197640e+00 -9.909447655333903926e-01 -1.103607402085660993e+00 -5.924071470499864267e-01 -1.708383194410523664e+00 -1.372199971846542965e+00 -1.139072452273560243e+00 -1.405972742070405346e+00 -1.315498644154006413e+00 -1.350747223917084128e+00 -1.329937738684856985e+00 -1.230748295561656658e+00 -1.848370346801875730e+00 -1.440313792297664541e+00 -1.773336128954286828e+00 -1.512266120342438347e+00 -1.990415556288426702e+00 -2.204226677005510560e+00 -7.953224600610910855e-01 -1.320872792428834375e+00 -1.674690782095390018e+00 -1.383045150866859085e+00 -1.291335404965376465e+00 -2.048417107198725162e+00 -1.915261026962415070e+00 -1.040248444052630283e+00 -1.463594460742129177e+00 -1.037531279948104901e+00 -1.418753690117189326e+00 -1.244100699736015336e+00 -1.213783958775036975e+00 -1.318871835803076431e+00 -1.009066652718021873e+00 -2.262168955118922575e+00 -1.730493316279908989e+00 -1.310380603718813930e+00 -1.778926459592337750e+00 -1.857897733128671902e+00 -1.240712843450818115e+00 -8.065011031581869050e-01 -1.418328571658108661e+00 -1.342847129218969204e+00 -1.282209411576237246e+00 -1.722330074283078272e+00 -1.536183125975459696e+00 -1.171616393866462325e+00 -1.045900432251584133e+00 -1.373359124413465304e+00 -1.512288487747458277e+00 -1.292482675507119261e+00 -1.244649940555373702e+00 -1.364589713071771682e+00 -1.360413475162541408e+00 -1.404119134272103331e+00 -8.695486741920921414e-01 -1.318457745510101864e+00 -1.371410013756592994e+00 -1.199484152964861661e+00 -1.053655771399417906e+00 -1.671986778748326019e+00 -1.530136789261753005e+00 -1.445440994310316807e+00 -1.181092974219743352e+00 -1.261339123189769706e+00 -1.966029631728458904e+00 -1.129727806024524162e+00 -2.244765824241029772e+00 -1.529146179654157889e+00 -1.537072613028937385e+00 -1.378156723393634486e+00 -1.193609935010422340e+00 -1.100142727466647763e+00 -1.975030652811622600e+00 -7.385203283444390365e-01 -1.119479058278783468e+00 -1.835741880693626982e+00 -1.195718319756867931e+00 -2.209431585214761018e+00 -1.379850967374149029e+00 -1.180135945591099356e+00 -1.103497533977799261e+00 -1.306807679331426275e+00 -1.483965516562574916e+00 -1.974403995764725916e+00 -1.347116203299692394e+00 -1.795712913415454803e+00 -1.753922642730719739e+00 -1.511732346504912172e+00 -1.117849291484223517e+00 -1.477323895019143185e+00 -1.251639249514461483e+00 -1.262604392277946408e+00 -2.052573912589150673e+00 -1.024690331691066714e+00 -1.057903334354373781e+00 -9.818509919854235823e-01 -9.997791915818328157e-01 -2.314673713487208406e+00 -1.373942591582444583e+00 -2.953446645479875787e+00 -1.186537943438950915e+00 -1.386797001892363213e+00 -1.611749615874067398e+00 -1.193148841952401895e+00 -1.855002662674839486e+00 -1.449507686251038763e+00 -1.180421727234812090e+00 -2.226613492270276939e+00 -9.099703295093758415e-01 -1.775763972198629137e+00 -1.339647039484236135e+00 -1.034697215864813113e+00 -1.514778431279435011e+00 -3.086496563370723312e+00 -1.563191953986164506e+00 -1.197164809117543305e+00 -1.551339285067317331e+00 -1.536825798080671213e+00 -1.951982459649197921e+00 -2.233522403427303349e+00 -2.168641885667816016e+00 -1.523973317254093907e+00 -1.453414484382670624e+00 -1.954636272248911233e+00 -1.062064558702086936e+00 -1.052880199365864078e+00 -1.011863962510839432e+00 -1.204930521337583382e+00 -1.392482962025590520e+00 -2.093808735406565091e+00 -1.341659549986755184e+00 -1.214257121103047954e+00 -1.135735122431767552e+00 -1.620620260829106929e+00 -1.615592467675128763e+00 -1.240254982214345825e+00 -2.001033381405289635e+00 -1.466754805358777780e+00 -1.037112938814736429e+00 -8.470713083005737554e-01 -1.074428697062555393e+00 -1.510509224482592616e+00 -1.357649279878101023e+00 -2.107975560510386259e+00 -1.492434916572266124e+00 -2.119713984882249047e+00 -1.346899664571795663e+00 -1.323978679713811335e+00 -2.190935587168460597e+00 -1.365996515680671930e+00 -1.108827797291062289e+00 -1.339768803891160376e+00 -1.431462900780962499e+00 -1.283808974692216776e+00 -1.787198862233492669e+00 -1.238350005039595025e+00 -1.185661377568111075e+00 -1.211094341947576813e+00 -1.442726494950656635e+00 -1.329811424898986960e+00 -1.109400017657067083e+00 -2.300950790360319687e+00 -1.154094897933332087e+00 -1.824265534014960277e+00 -1.308178451105472817e+00 -1.213180758676097870e+00 -1.033860047606360411e+00 -1.197761163816168484e+00 -1.459908612856305243e+00 -1.464659044322034198e+00 -1.678811241206724425e+00 -9.966606862955454949e-01 -1.133497326226922564e+00 -2.018976156506766539e+00 -9.423176654415351683e-01 -1.213783958775036975e+00 -1.096642725632353654e+00 -1.415817788984004899e+00 -1.067008972425320890e+00 -1.725661022919590781e+00 -1.743744102499117377e+00 -6.242669787032470996e-01 -1.393169864504724798e+00 -1.075474849684936673e+00 -1.121645044408193126e+00 -1.515641781422992551e+00 -1.467851770355823593e+00 -1.373577355649730158e+00 -1.372236568697344117e+00 -1.605150246435503414e+00 -1.316867342046959877e+00 -9.660233473791781655e-01 -2.846926116144767427e+00 -1.472496668035850220e+00 -1.161054623585681123e+00 -1.292958371075273005e+00 -1.777612805756994208e+00 -6.745608670715896871e-01 -1.045491503592957727e+00 -1.368155492801238937e+00 -2.329961645056728425e+00 -2.272049536802713821e+00 -1.080347859604190441e+00 -2.056246399461084007e+00 -2.594109332962831971e+00 -1.873464206654354314e+00 -1.209617344521597859e+00 -8.914630014101684319e-01 -1.029555409754600470e+00 -1.173337326066202113e+00 -2.225149750176453001e+00 -1.896891211968946056e+00 -1.146983851003116284e+00 -2.163606407094939676e+00 -7.254545040512536680e-01 -1.858673005950404411e+00 -2.029299153426680213e+00 -1.470847555793277639e+00 -7.739354081842195754e-01 -1.632094127928756633e+00 -1.554940965985772694e+00 -1.283134229949430161e+00 -1.083175632528738275e+00 -1.186253361809877394e+00 -2.145556431122273455e+00 -9.287431510892490971e-01 -3.840419718160760776e-01 -1.516593760606053554e+00 -1.192072565291472541e+00 -1.424429255043692777e+00 -1.565784498974437389e+00 -1.781421285404304333e+00 -1.706475999661341891e+00 -1.142461727601590482e+00 -5.908022995881133665e-01 -1.024139972021329781e+00 -1.322674707684238227e+00 -1.243895940431767766e+00 -1.490738185910520652e+00 -1.124503696629381544e+00 -1.817295294269847261e+00 -1.308149147579307892e+00 -9.562481582843539440e-01 -2.882587780141761868e+00 -2.003692043165119507e+00 -1.257159653484066109e+00 -1.764179787804718735e+00 -1.112326940493336247e+00 -1.773194701592912370e+00 -1.932530841434479063e+00 -1.261339123189769706e+00 -7.593709415392296824e-01 -1.047502289707207490e+00 -1.441810880478737067e+00 -1.939257052228053890e+00 -1.271425752646719864e+00 -1.304445950028855439e+00 -1.267100060263274042e+00 -1.232625310092952731e+00 -2.568957114093633365e+00 -1.314250849174018132e+00 -1.562972565360111421e+00 -2.293908886590816820e+00 -1.343301249844763401e+00 -2.045964477548098959e+00 -1.174808968087730499e+00 -1.048086529235123132e+00 -1.124317134273396857e+00 -1.367268795859401642e+00 -1.634962148944597793e+00 -2.242243437881049406e+00 -1.396286901936310221e+00 -1.533274615047024447e+00 -1.288629837511344745e+00 -1.112705671611325275e+00 -1.136061961613421323e+00 -1.271051522969559588e+00 -1.530741967268432813e+00 -1.638837031049981574e+00 -1.158121207228302918e+00 -1.378065039942195424e+00 -1.066377727905411632e+00 -1.527037700400310172e+00 -1.450810511739215602e+00 -1.279262914737308465e+00 -1.844844470571214146e+00 -1.707995571347952435e+00 -1.215014933294890964e+00 -1.678144613960247611e+00 -1.348776921454585054e+00 -1.210108853676870710e+00 -1.048086529235123132e+00 -1.005915526472257904e+00 -1.603830193921424563e+00 -1.878509267820392514e+00 -5.281357572038617443e-01 -1.664479948567137990e+00 -8.677845881931198768e-01 -1.077521173973795765e+00 -1.537931323139507311e+00 -1.027487395133151127e+00 -1.279509293479224707e+00 -1.662855399647364951e+00 -1.566117877140360326e+00 -1.386797001892363213e+00 -1.316986905464588631e+00 -1.029225003955223317e+00 -1.057093217168302068e+00 -1.261811036316875967e+00 -1.183227922762776441e+00 -2.110332009222498417e+00 -1.047493035298823205e+00 -1.327838562846441528e+00 -1.954679854146372353e+00 -1.501921928420574481e+00 -1.573974438375520091e+00 -1.129299985000832729e+00 -1.135679831555091335e+00 -1.177948798830826815e+00 -1.371034319216607011e+00 -2.176133986316706626e+00 -1.477249892179347546e+00 -1.205821374609792551e+00 -1.566296404738344306e+00 -1.075121324810979218e+00 -1.807520848450120843e+00 -1.264055411867849976e+00 -8.840874334247038613e-01 -1.115122964987908416e+00 -7.810356566425024072e-01 -1.300100235971524354e+00 -1.276920188928312161e+00 -1.041884064327264436e+00 -1.327263856389231611e+00 -1.746434841924523695e+00 -1.794431265821634369e+00 -1.857971386491988897e+00 -1.317075964918070996e+00 -1.326735791489989325e+00 -2.128072028044008857e+00 -1.532708609872261318e+00 -1.328180215182369173e+00 -1.286342721535322253e+00 -1.212038174871633789e+00 -1.307626080445726036e+00 -1.141659473137159209e+00 -1.299668868620745599e+00 -2.007691924096451253e+00 -1.103359140055886645e+00 -1.386797001892363213e+00 -1.318254808727316707e+00 -1.293591854079932935e+00 -1.741368099558898042e+00 -1.231018166535476688e+00 -1.554940965985772694e+00 -1.342050906351573758e+00 -1.248847062716582412e+00 -1.457950390057751289e+00 -3.298973950043899261e+00 -1.048086529235123132e+00 -8.093016565222054259e-01 -3.187607233214949431e+00 -1.137372985979560047e+00 -1.923977365421857044e+00 -1.559246425875597586e+00 -1.109578295510237567e+00 -1.300155358958990703e+00 -1.566187853529182883e+00 -1.108827797291062289e+00 -9.446963283930186472e-01 -1.256883965299510963e+00 -1.384631389856009198e+00 -1.987160211500341722e+00 -9.772277872354261374e-01 -1.878708856606999600e+00 -1.413005537083759977e+00 -1.250905598459192358e+00 -3.337922448908772211e-01 -1.081646601168423816e+00 -1.311361633981645625e+00 -3.337718894999758046e+00 -9.414105024177620296e-01 -1.179263894769710497e+00 -8.271025488890344501e-01 -1.936281389967609456e+00 -6.647519066564111512e-01 -1.318782471420397950e+00 -9.870725881634264676e-01 -1.406306548980181370e+00 -1.098973652630698350e+00 -1.757593272037833554e+00 -2.003299841283002536e+00 -1.390288098793140970e+00 -1.429857861282165965e+00 -1.273328137656901227e+00 -1.773188302859280530e+00 -8.241148667974648179e-01 -1.535966335687239059e+00 -1.947952110042152851e+00 -1.813791672755779016e+00 -1.869722498208026940e+00 -2.000450419997462426e+00 -8.238049417934215635e-01 -1.843003875960685933e+00 -8.251552314755403739e-01 -1.856043167974031016e+00 -1.295829466147189635e+00 -1.622976654838078625e+00 -1.479258872055537744e+00 -1.245753923630726234e+00 -1.256667170341674300e+00 -1.180691578986731827e+00 -1.282878400449536826e+00 -1.105165395909232018e+00 -1.831129691708852869e+00 -1.271203352086017091e+00 -1.012358560942182351e+00 -1.834203110543819015e+00 -1.305495798832674303e+00 -8.113822322280089816e-01 -2.137718506130413587e+00 -2.067301792932258131e+00 -1.261824081051187596e+00 -7.347270058447384899e-01 -1.213783958775036975e+00 -1.712737939782736918e+00 -1.255949850526703049e+00 -1.579925303492429212e+00 -1.386797001892363213e+00 -2.331746689974272702e+00 -1.452595500016399921e+00 -1.645687410432523867e+00 -2.063044131826724747e+00 -1.399523667438217434e+00 -1.342110770560857702e+00 -1.576165898785811370e+00 -9.785250594227478116e-01 -2.474695581115056164e+00 -1.159318290362421955e+00 -1.148951968085873965e+00 -1.210108853676870710e+00 -2.484356959569885781e+00 -1.203613297579566144e+00 -1.302283300899862439e+00 -1.376679091092515961e+00 -1.582953096993962028e+00 -1.760289641243910630e+00 -1.465643245182282506e+00 -1.731926734703805870e+00 -1.481634460976720913e+00 -2.152060790383222066e+00 -2.141875462447881073e+00 -1.167851012657409093e+00 -1.347945815777989775e+00 -1.225758485111976270e+00 -1.356948039851116228e+00 -5.840444663740829156e-01 -1.419098706214988237e+00 -1.131311469866886910e+00 -2.656936853365525320e+00 -1.128532760290796411e+00 -1.267716747515033049e+00 -1.864515749793885124e+00 -1.304777704407970251e+00 -1.640975975171602652e+00 -1.395406231054249213e+00 -1.168821466635892037e+00 -1.779162714768157905e+00 -1.729190877602635457e+00 -1.773194701592912370e+00 -1.074428697062555393e+00 -1.858107936719218811e+00 -2.295477447354786094e+00 -3.337922448908772211e-01 -1.616683108987924333e+00 -1.474607528474181306e+00 -1.086669499582730847e+00 -1.316373382652282764e+00 -1.195718319756867931e+00 -1.733314891062218921e+00 -1.421088651702756556e+00 -1.555394803452988306e+00 -1.659491596150415749e+00 -8.989734093365364664e-01 -9.332664669518323519e-01 -1.610850790032262392e+00 -1.228288153806578631e+00 -4.149878601462875238e+00 -1.065756791741809817e+00 -1.280652433724602357e+00 -1.193436738096180116e+00 -1.764920226636951250e+00 -2.053158748247248422e+00 -1.772163075939485299e+00 -2.367421742341496049e+00 -1.178639676325469399e+00 -1.246892246140167693e+00 -1.096250159523349366e+00 -1.986225663025242172e+00 -2.184158814289508310e+00 -2.109353582301823238e+00 -1.082220229029680070e+00 -7.297156581006060128e-01 -1.246533484493019595e+00 -1.725141394320570676e+00 -1.131081729179495010e+00 -1.284250254326324336e+00 -1.192325089363436064e+00 -1.166335133899643939e+00 -1.563191953986164506e+00 -1.272114324254226103e+00 -9.700482108266049730e-01 -2.976261237868952580e+00 -1.273156468203293423e+00 -1.302731886329883348e+00 -1.557079300018761270e+00 -6.545105642730809636e-01 -2.175257258788164894e+00 -8.812674563381642789e-01 -1.240021006102322021e+00 -8.724782504426937813e-01 -1.246844393038340160e+00 -1.196616431204011954e+00 -2.774357897089926528e+00 -1.284250254326324336e+00 -9.990373015404171442e-01 -8.671475305015881041e-01 -1.459815834917193023e+00 -1.784884186442243115e+00 -1.017377021698429918e+00 -9.291846383771781293e-01 -8.644590899187779565e-01 -1.107168615588621563e+00 -3.337922448908772211e-01 -1.445213705986446273e+00 -9.675316867481812411e-01 -1.233409634329130533e+00 -1.128040510348460534e+00 -1.481470660082965018e+00 -1.516216257707677428e+00 -2.000746008038805090e+00 -1.363406767892076932e+00 -2.089067994763847746e+00 -1.116511543600093193e+00 -2.381897561675982544e+00 -1.022667230376778980e+00 -1.051539193027721142e+00 -3.337922448908772211e-01 -8.955637237052945787e-01 -1.268832657192692670e+00 -1.290611759750293075e+00 -2.994296334490314848e+00 -1.098434109107001788e+00 -1.497533323908403879e+00 -1.588797688996144153e+00 -1.585666575225246566e+00 -1.140337528815167811e+00 -1.648993607443702158e+00 -9.304594630755814721e-01 -1.026348182834347700e+00 -2.590704128966148545e+00 -1.493634372863819060e+00 -1.296686336043087584e+00 -1.415157062992219883e+00 -1.507622031164942422e+00 -8.804462732842947004e-01 -1.723246590034124504e+00 -1.751194028312041739e+00 -1.545518737548118748e+00 -1.133131196463573076e+00 -1.169673185958143291e+00 -2.768155263855168968e+00 -1.021009237527112479e+00 -1.603241137883064216e+00 -1.222301805596185176e+00 -2.396433488490510744e+00 -8.271025488890344501e-01 -1.301036259748628465e+00 -1.549275356427415984e+00 -1.203271342922439757e+00 -1.128604155920359897e+00 -1.401674911412911895e+00 -1.262995436307965402e+00 -1.607158424505376937e+00 -9.935184639562459896e-01 -1.492431093866931846e+00 -1.577000334965395156e+00 -1.500635754200908112e+00 -1.048086529235123132e+00 -1.069632013457280317e+00 -5.603129960472266191e-01 -1.385951647463169456e+00 -1.559314183207754612e+00 -2.236179758308566967e+00 -1.301036259748628465e+00 -1.463979108075521562e+00 -1.233190407026100166e+00 -1.633523387541333305e+00 -1.547729647925998542e+00 -6.647519066564111512e-01 -1.467758536089344146e+00 -8.929317320677661041e-01 -2.378286829792027657e+00 -9.692309135032337597e-01 -1.386797001892363213e+00 -1.519177185121340035e+00 -1.557542286534209230e+00 -8.759974774924039753e-01 -2.063378654165276327e+00 -1.714208877077249893e+00 -1.899078428555744491e+00 -1.696819291990703027e+00 -1.228288153806578631e+00 -1.340065586934075625e+00 -1.270086424986128115e+00 -1.386797001892363213e+00 -1.410518856315433833e+00 -8.271025488890344501e-01 -1.744473492247805346e+00 -9.871159363097301576e-01 -1.678985997528488872e+00 -1.514641759111254427e+00 -1.728365773413843787e+00 -1.567164668628309387e+00 -1.177563253596787041e+00 -1.499248534934562116e+00 -1.674173032165418018e+00 -1.138678475640383603e+00 -1.737098354007050593e+00 -1.266098578131399810e+00 -1.683688630533699992e+00 -1.340065586934075625e+00 -1.269469114057269366e+00 -1.109622372085377950e+00 -9.525428489875198412e-01 -1.727366277645358439e+00 -1.210220544620505656e+00 -1.442649980673013088e+00 -1.253754388402043896e+00 -2.699186927604035890e+00 -1.263054628071976770e+00 -1.089181790606985167e+00 -1.447060123068041770e+00 -2.928077839389017445e+00 -9.239907897589022534e-01 -1.107124766849475472e+00 -1.083188238074352494e+00 -2.151820145020850283e+00 -1.264502341549112341e+00 -1.011863962510839432e+00 -2.125364385145478874e+00 -1.337952703135916632e+00 -1.555375719308964122e+00 -8.763373187253251650e-01 -1.636625617270543787e+00 -6.498809791798930702e-01 -1.213834951236208548e+00 -1.507645703163419615e+00 -1.918287874184907427e+00 -1.365651315070580019e+00 -2.224301755259545210e+00 -1.209933759507413775e+00 -1.047493035298823205e+00 -1.721338031111037781e+00 -1.438993393554780065e+00 -2.138573637653775172e+00 -1.580421492232346292e+00 -9.390859754356872813e-01 -8.790682730885216456e-01 -1.251945814766264320e+00 -1.700323543758528899e+00 -1.375669785124760125e+00 -2.146291189307388603e+00 -1.324074753322461051e+00 -1.651814020544429606e+00 -1.444856420939806485e+00 -3.016821422930292762e+00 -2.568829661726856006e+00 -1.119153200661503700e+00 -1.153770064951807228e+00 -1.595484440581367513e+00 -1.604992537392452956e+00 -1.163239109407390615e+00 -1.660088548981913270e+00 -1.127888305862367213e+00 -1.342050906351573758e+00 -1.250337765421100311e+00 -2.077868783931485108e+00 -1.664361348822808173e+00 -2.166093684343910031e+00 -1.351992313108145716e+00 -1.445952039205762096e+00 -1.200474344884911115e+00 -4.566163953978797929e-01 -1.422353074826503194e+00 -1.983659236753542165e+00 -1.441188310675610262e+00 -1.360455465454573742e+00 -1.172192841648375339e+00 -1.087040494612377506e+00 -1.899050708551787814e+00 -1.354822143204993834e+00 -9.206406388275781838e-01 -1.299180019095872440e+00 -8.602200962526089789e-01 -1.041066374612876766e+00 -1.644771381088004025e+00 -1.450246932860758786e+00 -1.211022589975449648e+00 -1.561237967104835089e+00 -2.787380018601323339e+00 -9.032137248593309353e-01 -1.298729585612373505e+00 -1.217339758092439883e+00 -1.918900946947032393e+00 -1.687413062056504875e+00 -2.322775283024023363e+00 -1.895852582133584319e+00 -1.502430465227635459e+00 -1.537079996028914985e+00 -2.243656720166708141e+00 -1.227927604193846500e+00 -3.597142507085631102e+00 -1.825202189975659417e+00 -1.789274230477763794e+00 -1.011863962510839432e+00 -1.114735988125169275e+00 -1.026703874853395870e+00 -5.987605372950104421e-01 -2.034141536705361908e+00 -2.009578606476390306e+00 -1.394493808778852761e+00 -1.190450861522999837e+00 -2.335009349361225173e+00 -1.552069645733236358e+00 -1.259424856601882414e+00 -1.411709633037939282e+00 -1.011587704715805280e+00 -1.338186289059062783e+00 -1.261339123189769706e+00 -1.463021638502555621e+00 -1.048180660844302503e+00 -1.096518085983634538e+00 -2.591879332948207715e+00 -1.916718150671698373e+00 -1.778764094591308575e+00 -1.394804727954017665e+00 -1.954380418828545851e+00 -8.862313044482824642e-01 -1.643055189529615934e+00 -1.009743517855016037e+00 -1.708645503601074589e+00 -1.340023588619288164e+00 -1.210108853676870710e+00 -2.013862683970313316e+00 -2.097477483475823856e+00 -1.169762989719136836e+00 -7.097491834720849324e-01 -1.431953056535000934e+00 -1.290480141015635018e+00 -2.009736003151554762e+00 -1.451301759717569695e+00 -1.684470256979918590e+00 -1.563191953986164506e+00 -1.609963556325887835e+00 -1.407878441637878231e+00 -1.393191930830282033e+00 -1.133035604792258066e+00 -1.566494146149647104e+00 -1.048086529235123132e+00 -1.107237494340728601e+00 -1.191098310956465456e+00 -5.078019487958067568e-01 -1.833185515108869179e+00 -1.392398278943828505e+00 -1.237122434901262835e+00 -1.048086529235123132e+00 -1.101376606286586401e+00 -1.180947804952601876e+00 -1.518510245072781206e+00 -1.136782817757690189e+00 -8.407511870071040505e-01 -8.275813214680095564e-01 -1.263862538854074069e+00 -1.355941176117815727e+00 -1.294659149843307544e+00 -1.477710950174718096e+00 -1.893325685435438777e+00 -1.038410532225316096e+00 -2.052941249249687683e+00 -7.222943421627603389e-01 -1.226091455999726243e+00 -1.559246425875597586e+00 -1.093001496567252318e+00 -1.705306494817569574e+00 -1.518541427240243991e+00 -1.411359812767573274e+00 -1.055523785114225843e+00 -2.168699574518822004e+00 -9.321073320479296154e-01 -1.261905623947274346e+00 -2.487054782904478234e+00 -1.360413475162543184e+00 -1.960083482339166627e+00 -1.838695417407798516e+00 -1.878205173654835303e+00 -2.006269135099545409e+00 -1.807882738322547533e+00 -1.039905138256288053e+00 -1.410375759691706810e+00 -9.620445967121310504e-01 -1.884996765909296101e+00 -1.010755094939238319e+00 -1.210220544620505656e+00 -1.274743743324916467e+00 -1.988283571642018632e+00 -1.179263894769710497e+00 -1.121012353259205563e+00 -1.533274615047024447e+00 -1.524412207646202555e+00 -1.662430332946676526e+00 -1.356451751684168761e+00 -1.164427428702449419e+00 -1.023264828959449035e+00 -1.026703874853395870e+00 -1.577161001714437294e+00 -1.104506130754831172e+00 -6.199927907854986264e-01 -1.218656464873890455e+00 -1.964108100136389812e+00 -9.517423979672033907e-01 -1.346338700467514471e+00 -1.654193353505804653e+00 -1.053793344815617372e+00 -1.178661717921543728e+00 -8.386791324421815075e-01 -1.498371199029601586e+00 -1.497201365102221349e+00 -1.984370155972945193e+00 -1.434595223553643661e+00 -1.069301517901488863e+00 -2.107389410305593902e+00 -1.769648207778557802e+00 -1.213783958775036975e+00 -1.427765541412556072e+00 -9.239907897589022534e-01 -1.179973541944885795e+00 -1.312623271023882765e+00 -1.961517860497170362e+00 -2.386633638852464934e+00 -1.107237494340728601e+00 -8.662123950997033806e-01 -2.676331204429142741e+00 -1.501930686361446332e+00 -1.067224891886316529e+00 -1.293605754791075535e+00 -1.170532439622955501e+00 -1.208570301470770936e+00 -1.209010721398550148e+00 -1.940938677998476303e+00 -1.061048124286333882e+00 -1.704503782287671632e+00 -1.349174521709324726e+00 -2.138670516985117231e+00 -9.092139438161734866e-01 -1.815319917741358591e+00 -8.905160123431652419e-01 -1.629018933122758028e+00 -7.055664674798416414e-01 -1.101404787495311455e+00 -1.767835864527827594e+00 -2.962086464307103650e+00 -1.281932883264073730e+00 -1.193436738096180116e+00 -1.594544918390078170e+00 -1.802001696053973756e+00 -1.473064243944505192e+00 -2.074343188570296537e+00 -9.522213999453397193e-01 -1.555753253525318236e+00 -1.471314996436298594e+00 -1.278581048340883486e+00 -1.232175633880115528e+00 -1.474489965772829203e+00 -1.307626080445725592e+00 -1.699916234923314340e+00 -9.734057241851357123e-01 -1.608802598355443481e+00 -1.318467762254619924e+00 -1.413005537083759977e+00 -1.755275799874780773e+00 -7.516959993649353633e-01 -8.167919535052527991e-01 -1.264055411867849976e+00 -1.405519561007814389e+00 -2.962086464307103650e+00 -1.930253266191987560e+00 -1.233409634329130533e+00 -1.767835864527827594e+00 -2.107788619018806209e+00 -1.286642976676403594e+00 -7.744048039899591451e-01 -1.561292932696580760e+00 -1.490773714667249950e+00 -1.036191067370052954e+00 -1.211044126724009740e+00 -1.241017051436622332e+00 -7.519121794477274801e-01 -1.370429087388068901e+00 -1.813994656229371394e+00 -1.155750332855716156e+00 -2.591693977298370477e+00 -1.015320590280204271e+00 -1.443154798211321754e+00 -1.463854854592852694e+00 -1.520201373570394088e+00 -2.003299841283002536e+00 -2.454019100693609623e+00 -1.714786236230233740e+00 -1.405277785605719032e+00 -1.278958597604984426e+00 -2.368511288921516744e+00 -1.333612653946120385e+00 -1.108110380365585179e+00 -2.462431581724677354e+00 -1.734894425650484351e+00 -1.155939520554987165e+00 -1.466046793475345167e+00 -1.129575979451487688e+00 -1.522904092588636571e+00 -1.464659044322034198e+00 -1.430363334096892203e+00 -1.754932661314661857e+00 -1.437983783800715232e+00 -2.018919117651658990e+00 -1.336089320790702972e+00 -1.214524529893128646e+00 -1.071111484167259542e+00 -1.306440030572729061e+00 -1.263658388627165508e+00 -1.976599939175562870e+00 -1.471572995343351398e+00 -1.622599817631486419e+00 -1.270918587737176475e+00 -1.444240902374933633e+00 -1.652953390436083803e+00 -8.034557869430347665e-01 -7.753801534429158870e-01 -1.369291081954688183e+00 -1.294659149843307544e+00 -1.101194940542867373e+00 -1.656442514842964897e+00 -1.522015002447273391e+00 -1.622599817631486419e+00 -1.062848606832056397e+00 -1.993934934035613171e+00 -2.233678701166115665e+00 -1.336165934752240991e+00 -1.834203110543819015e+00 -1.596835144010372520e+00 -1.289854929666081063e+00 -1.500548402202098508e+00 -1.158527914405178105e+00 -1.288131451867874810e+00 -1.275261572077885042e+00 -1.283828022770568289e+00 -8.892705399680685963e-01 -1.334746184807200198e+00 -1.048086529235123132e+00 -1.457821567768841975e+00 -1.359825421532316891e+00 -1.947823142937644469e+00 -1.014438280297415229e+00 -7.516959993649353633e-01 -1.558375304490767110e+00 -1.413759907215123457e+00 -1.877998108401356836e+00 -2.358510916110600153e+00 -1.214257121103047954e+00 -1.327742645085949746e+00 -1.185778844189051107e+00 -2.110115980228061350e+00 -1.301255116058785744e+00 -1.289492981528502780e+00 -1.359916843040991807e+00 -1.581784231248801964e+00 -9.275372530255665549e-01 -1.444925255109535511e+00 -2.209431585214761018e+00 -9.287993907539952021e-01 -1.045110637444323753e+00 -1.216183380919992452e+00 -7.448737761991677253e-01 -6.457103419595907612e-01 -1.024139972021329781e+00 -1.089254075483895301e+00 -3.337922448908772211e-01 -1.360394296816777704e+00 -1.900456144200923791e+00 -1.850546082812694948e+00 -1.376657317785410894e+00 -1.146983851003116284e+00 -1.620415063148850532e+00 -1.264055411867849976e+00 -1.085537511587199244e+00 -2.635113432026705560e+00 -1.283828022770568289e+00 -1.234933749229417677e+00 -1.330428716675263301e+00 -1.261189133578680011e+00 -1.607310842855107280e+00 -1.192525197865965891e+00 -1.432973351348368007e+00 -1.083310758123974482e+00 -2.050194927535886613e+00 -1.355506711241676543e+00 -1.325127759669873839e+00 -1.948212422752376272e+00 -1.828230143362269411e+00 -1.309934556898132652e+00 -1.063354363373836486e+00 -3.296554701413123123e+00 -1.763294009139972474e+00 -1.282878400449536826e+00 -9.613001179580872302e-01 -1.194277206150588411e+00 -1.235398757059115171e+00 -1.141640255106498358e+00 -1.573056591100605583e+00 -1.745691600626179563e+00 -1.481596512316609715e+00 -1.471887314124627588e+00 -1.463381059694033093e+00 -1.450118399387667401e+00 -1.394493808778852761e+00 -2.017897664706406413e+00 -2.649596042315103261e+00 -1.598541703833744831e+00 -2.113046578906670803e+00 -2.607137311689405212e+00 -2.910447660069866771e+00 -1.595083365881343918e+00 -1.376272768790686385e+00 -1.366678125120218024e+00 -1.474682956952668489e+00 -1.556801520674406802e+00 -1.105180807614006833e+00 -1.864515749793885124e+00 -1.292384348177451736e+00 -1.945828481433681256e+00 -1.177381018571783455e+00 -1.795213210670592474e+00 -2.126232188301526715e+00 -2.039650430179694496e+00 -1.115878110013304614e+00 -1.639174997796574607e+00 -1.056958718324556790e+00 -1.048086529235123132e+00 -1.374703210939953735e+00 -1.396394074360707949e+00 -2.361431519286774527e+00 -1.428872301133512490e+00 -1.733758132755468306e+00 -9.533121028551402310e-01 -1.245247593810469011e+00 -8.872108370038710445e-01 -1.111005576520534666e+00 -1.545666895875478009e+00 -1.278397212137268646e+00 -2.304662502381271239e+00 -1.863987507456151160e+00 -1.659844687056419854e+00 -1.691190566677449603e+00 -9.078159795929209297e-01 -1.389961554453208015e+00 -1.630433487124257619e+00 -1.378039502854212062e+00 -1.108827797291062289e+00 -1.227252136421794093e+00 -1.339181896207881861e+00 -1.906722629823758508e+00 -1.011976866069949965e+00 -1.855280161383098703e+00 -1.772856677277457216e+00 -1.849705327018431822e+00 -1.741648432826744752e+00 -1.570134470209464173e+00 -1.209504657194456323e+00 -1.446517057409962392e+00 -1.962636800043648266e+00 -1.366601095020834489e+00 -9.750743076512314866e-01 -1.745099184348141153e+00 -1.254670680319494913e+00 -1.463288785847377316e+00 -1.385214912764081818e+00 -1.946240874779855412e+00 -1.294000558181539917e+00 -1.270898267604873899e+00 -1.449228213899039774e+00 -1.506092715438536178e+00 -1.181047488461740569e+00 -1.087877874997423167e+00 -1.514722279655425830e+00 -1.098706590353462076e+00 -1.403844666433546440e+00 -2.132023284088693682e+00 -1.540943375687599648e+00 -1.228963770869212491e+00 -1.362565234304824457e+00 -1.196616431204011954e+00 -1.842521375026608066e+00 -1.163110399298093123e+00 -1.642368176739042784e+00 -1.170030964204298973e+00 -1.490587983817465378e+00 -1.529632878296157017e+00 -1.213783958775036975e+00 -9.390859754356872813e-01 -1.136454224142848357e+00 -1.393191930830282033e+00 -1.532770042811847588e+00 -1.128342315039264410e+00 -1.080006499601779080e+00 -1.193436738096180116e+00 -2.412845152353220612e+00 -1.299180019095872440e+00 -2.374409627760065256e+00 -1.298825585037649333e+00 -9.392049952838061877e-01 -1.562706473355920833e+00 -1.903504583201945488e+00 -1.906308647687307678e+00 -2.030628674347284335e+00 -1.083188238074352494e+00 -1.598814122118498604e+00 -1.187816318014251138e+00 -1.682190171754067931e+00 -1.667385900366128437e+00 -1.370696427000696938e+00 -1.334746184807200198e+00 -1.661795769002706535e+00 -1.084238965329314297e+00 -1.598814122118503045e+00 -1.092917641165686238e+00 -3.118175642438980599e+00 -1.944073089992287340e+00 -1.252516267435550112e+00 -1.328155450955113892e+00 -1.478968608406331153e+00 -1.580461983513920421e+00 -1.015320590280204271e+00 -1.842430533231747436e+00 -3.337922448908772211e-01 -1.011863962510839432e+00 -2.699186927604035890e+00 -1.504853039101044843e+00 -1.280331774333204775e+00 -1.210089200572675106e+00 -1.161514048806804977e+00 -1.206855861917637274e+00 -1.020726139533116195e+00 -1.157730223861241248e+00 -1.500129833745410979e+00 -1.383309048126603491e+00 -1.503136593697357748e+00 -1.035089311681710367e+00 -1.364475826618874121e+00 -1.259741771133688903e+00 -1.496949248084913364e+00 -9.772277872354261374e-01 -1.343732999627658131e+00 -2.474810448002774610e+00 -1.217275166822673116e+00 -1.051758235689456367e+00 -1.396286901936310221e+00 -1.316351234289370176e+00 -6.314840621274312449e-01 -1.260797880803159465e+00 -7.063924713662830257e-01 -8.790199809981038559e-01 -1.803643849538993926e+00 -1.213783958775036975e+00 -2.318492218744564681e+00 -7.049966016198374597e-01 -1.471038405128558324e+00 -9.560611756925676552e-01 -1.759939215285668990e+00 -1.093623789845737715e+00 -1.437672612374608860e+00 -1.159874078828894595e+00 -9.752120378771688136e-01 -1.527947681736627317e+00 -1.243508126314980533e+00 -1.751411876035795068e+00 -1.010286386241423529e+00 -1.892921572123598351e+00 -2.370870460461553364e+00 -1.566494146149647104e+00 -1.109482993893978531e+00 -1.296453816245906721e+00 -1.350691240665321091e+00 -1.524192034967900344e+00 -8.157147306774288342e-01 -9.776196780192515368e-01 -1.821017703003719568e+00 -1.062848606832056397e+00 -1.560432570217997750e+00 -1.721083313736416098e+00 -1.865347397968121657e+00 -1.612397281449613029e+00 -1.259883173393547828e+00 -1.388224737458562119e+00 -1.395904097117375287e+00 -1.662430332946676526e+00 -9.726178171056329980e-01 -1.048086529235123132e+00 -1.222573138132908355e+00 -6.521232316702898490e-01 -1.618194324328545930e+00 -1.230043427708570336e+00 -1.738397776652790494e+00 -1.441810880478737067e+00 -2.588538966081062043e+00 -1.408292064683806633e+00 -1.347314872136282204e+00 -2.173705546809798328e+00 -1.285029675798026849e+00 -1.665214879781021118e+00 -2.618717236614234167e+00 -1.788566960690920471e+00 -1.169673185958143291e+00 -9.700482108266049730e-01 -1.862558748609322024e+00 -1.178353033656382109e+00 -1.991654032531065210e+00 -1.161054623585681123e+00 -7.632703699824067156e-01 -1.034310872387691482e+00 -1.175206080734604086e+00 -1.011019653589139367e+00 -1.079762929440440722e+00 -1.824933474107880871e+00 -1.201528388363272803e+00 -1.377385528535189696e+00 -1.581918842511645940e+00 -9.897270176521606455e-01 -1.844782174395988683e+00 -1.353792106988077393e+00 -1.984503245904920332e+00 -1.362537873992513138e+00 -1.138159427707438942e+00 -1.567177301834819625e+00 -1.812501765251955499e+00 -1.470148188163528102e+00 -1.776342860532709400e+00 -1.020726139533116195e+00 -1.328267266771022248e+00 -1.487777185484342901e+00 -1.406018616202053595e+00 -9.458700905625165856e-01 -2.863929866636678589e+00 -1.967783159944408000e+00 -1.346291832627541485e+00 -1.235704243410860048e+00 -1.910662615990072588e+00 -1.145665189146869878e+00 -1.458764250574947408e+00 -1.019860198029363119e+00 -1.636852773999274646e+00 -1.258117450730051878e+00 -1.160229122467206775e+00 -1.484768596322950218e+00 -1.217321674411575572e+00 -1.481433259136036629e+00 -1.616979839725412926e+00 -2.764406738720789569e+00 -1.680958316285298793e+00 -1.389378706575927769e+00 -1.163718908693205156e+00 -1.282641380556695854e+00 -1.737445976019390770e+00 -1.233084975472862110e+00 -1.338481450206099543e+00 -9.613001179580872302e-01 -6.469803696565264994e-01 -5.078019487958067568e-01 -1.214589155128634523e+00 -1.794393986056890933e+00 -1.332319305343731441e+00 -1.170532439622955501e+00 -6.205723400268492451e-01 -1.308410964655825515e+00 -1.324357899943842343e+00 -3.337922448908772211e-01 -1.326350233485223962e+00 -1.730931682066247923e+00 -1.249101906026968356e+00 -1.086669499582730847e+00 -1.479856012620041961e+00 -1.213218809913528595e+00 -1.385207905003822404e+00 -1.641097062615668234e+00 -2.539678882997108644e+00 -1.161054623585681123e+00 -1.111005576520534666e+00 -1.332224062481662585e+00 -1.422452248927380758e+00 -1.474682956952668489e+00 -1.561322724326931422e+00 -1.302319013842207607e+00 -1.956616164390124979e+00 -2.652542114296022824e+00 -1.479146825087810146e+00 -1.243895940431767766e+00 -1.381812012393213829e+00 -2.002592575925389529e+00 -1.361751777225733484e+00 -1.107237494340728601e+00 -1.469290355178822782e+00 -1.194810498538812160e+00 -1.413234685352118936e+00 -1.317934452635410203e+00 -1.614670003776575768e+00 -1.456382040916577303e+00 -1.518613083514067652e+00 -2.029624443483684093e+00 -4.141251158359851581e-01 -1.349353585461711358e+00 -1.234933749229417677e+00 -6.647519066564111512e-01 -1.248348073265909575e+00 -1.034697215864813113e+00 -1.722288141787399418e+00 -1.799537415752407554e+00 -1.214022906289254244e+00 -8.882913492864528138e-01 -1.187649847002699710e+00 -1.829935848448616786e+00 -8.354306634074092353e-01 -1.371034319216607011e+00 -8.667020976983533798e-01 -2.255080269367820023e+00 -1.155278720978068607e+00 -3.840419718160760776e-01 -1.582778133023857503e+00 -1.533108755095455189e+00 -1.358320057389953206e+00 -2.184158814289508310e+00 -1.224630122403555399e+00 -1.561743799083976203e+00 -2.796276919416970763e+00 -1.658557870614472129e+00 -1.027738482355185834e+00 -1.177563253596787041e+00 -9.726095367992197982e-01 -1.186167872737423634e+00 -1.383426207370509919e+00 -1.088341875073508991e+00 -1.741978335681177992e+00 -2.200304006234865550e+00 -1.162339276808285859e+00 -1.605150246435503414e+00 -1.347511524149965112e+00 -1.365996515680671930e+00 -1.065528987392913240e+00 -1.540802762471720655e+00 -1.211022589975449648e+00 -1.261824081051187596e+00 -1.163478548796817558e+00 -1.869927064765388502e+00 -1.099293762299860422e+00 -2.106078097486242307e+00 -1.298886954426382578e+00 -1.283273892904719826e+00 -1.979627724679488665e+00 -1.039399199579763344e+00 -1.237689464647943716e+00 -1.248737072733218323e+00 -1.207286650936496564e+00 -1.364053666055316860e+00 -2.972508769766797343e+00 -1.765545075936310937e+00 -1.327958681436477217e+00 -8.661383385445079464e-01 -1.422029095085312056e+00 -1.184931508740579176e+00 -1.169747728989794400e+00 -6.606768104081739423e-01 -1.118213809623161303e+00 -1.416566493150926531e+00 -1.413005537083759977e+00 -1.928309225966053697e+00 -1.949673759012953145e+00 -1.487825598223964985e+00 -1.545423028205429317e+00 -9.990373015404171442e-01 -6.607853442058333471e-01 -1.518739542338196191e+00 -1.699572870404904679e+00 -1.953205285865921459e+00 -2.412845152353220612e+00 -2.075375268099583614e+00 -2.378358960761795871e+00 -1.060939774253403245e+00 -1.296116581817664759e+00 -9.378969007004861469e-01 -1.969541566292204893e+00 -1.280528968427952163e+00 -1.286735407513656115e+00 -1.414722217703904272e+00 -1.516329027808950736e+00 -1.406843753434699362e+00 -1.282641380556695854e+00 -1.242779145639104854e+00 -1.953188746656584707e+00 -1.620643135063974061e+00 -1.411167409999533939e+00 -1.047493035298823205e+00 -2.318492218744564681e+00 -1.513916202757867646e+00 -1.501921928420574481e+00 -9.888506012512318089e-01 -6.647519066564111512e-01 -2.167566662603605643e+00 -1.745360892190741753e+00 -1.263862538854074069e+00 -7.406503142855251909e-01 -2.340820874552524522e+00 -1.942357431486254615e+00 -1.744015897338863974e+00 -1.951152750055268781e+00 -1.177799745372853035e+00 -1.565392465046951065e+00 -1.741987504272992426e+00 -1.761457732950342692e+00 -8.004935132141773879e-01 -1.084986295765846487e+00 -2.415743617928895137e+00 -1.338939364551204214e+00 -2.288196546547407895e+00 -1.848370346801875730e+00 -1.215004322794632774e+00 -3.017348868468075374e+00 -1.320729656196683921e+00 -9.785250594227478116e-01 -1.026703874853395870e+00 -9.351785458312364963e-01 -9.477034685189973384e-01 -1.500449583550063082e+00 -9.313502677923977124e-01 -1.678814441660789081e+00 -1.187194805555024990e+00 -9.239907897589022534e-01 -1.205402515981894407e+00 -1.290675425988513370e+00 -9.034870782765896946e-01 -1.718970560768216194e+00 -9.146765471575595274e-01 -1.767835864527827594e+00 -1.110775369273935498e+00 -9.721469821238410969e-01 -1.323449719314782502e+00 -1.048180660844302503e+00 -1.773998176203154031e+00 -1.582728515855919893e+00 -9.472244577489975503e-01 -1.463595269658782394e+00 -1.258744605091851598e+00 -3.840419718160760776e-01 -2.471130387942185980e+00 -1.573639493917901477e+00 -2.412845152353220612e+00 -1.572697718390566823e+00 -5.238595479570363755e-01 -1.349544321151159521e+00 -8.271025488890344501e-01 -1.351689640433077599e+00 -1.971249551938246469e+00 -1.241001340904963390e+00 -1.657891558101176388e+00 -1.516216257707677428e+00 -1.343601794604227129e+00 -1.167132647678485347e+00 -1.499541333953191335e+00 -1.386797001892363213e+00 -1.439917915126944559e+00 -1.179082861444478603e+00 -2.018280530204329626e+00 -8.972941076346586664e-01 -1.351741354257517624e+00 -1.344893929532153143e+00 -1.186253361809877394e+00 -1.631873450405640469e+00 -9.331990642933094549e-01 -2.020586501287993997e+00 -1.141973983681703775e+00 -1.454532913322788445e+00 -1.508898861428889626e+00 -1.624818192874043055e+00 -1.139645572117819361e+00 -1.478467651833242247e+00 -1.384073829561855984e+00 -1.775288367402197975e+00 -1.008676832275856583e+00 -1.809510206905768914e+00 -1.169673185958143291e+00 -1.055523785114225843e+00 -1.448834664988773335e+00 -1.235325299375348740e+00 -8.145271546463290768e-01 -1.559693721010203982e+00 -2.209299297763242631e+00 -9.707626522912757849e-01 -1.708016496836841647e+00 -1.241919812946216117e+00 -1.827189644430550208e+00 -1.326950389014323939e+00 -2.354116207229305147e+00 -1.218491356188351249e+00 -1.622976654838078625e+00 -1.297833731456462525e+00 -2.108880560210373734e+00 -1.396386777531097190e+00 -1.013929311837558966e+00 -2.087448058587850319e+00 -1.507321563592823654e+00 -7.764208367009189926e-01 -1.371943656546982915e+00 -1.245573864913572582e+00 -1.447009464815983693e+00 -1.960658674725906714e+00 -1.194631405544869907e+00 -1.597792816972258390e+00 -1.768157627928237607e+00 -9.090928337253815217e-01 -1.547775995616192501e+00 -1.591837352525196536e+00 -1.283155980295085596e+00 -3.341041460688197073e+00 -1.034599944324437359e+00 -8.804462732842947004e-01 -1.236943208003389971e+00 -1.084238965329314297e+00 -1.401340103123936087e+00 -1.866526398615727222e+00 -1.487825598223964985e+00 -1.231025497525189305e+00 -1.782606402828421421e+00 -3.642211757199520061e+00 -1.318636308671349067e+00 -1.326769032470877852e+00 -1.047043995807399153e+00 -1.520445016914359071e+00 -1.228645212892064853e+00 -1.732847923347600405e+00 -1.045360167718890398e+00 -1.452388485450825328e+00 -1.638933005759407591e+00 -1.300536994888015663e+00 -1.526756052814062237e+00 -8.838971549109371217e-01 -1.317075964918070996e+00 -2.006986694767809443e+00 -1.464586558912624792e+00 -1.603728868606655089e+00 -1.783859868276419958e+00 -1.632538478848230445e+00 -1.336891559690503106e+00 -2.292651418088595072e+00 -1.824475984736914524e+00 -1.526957801716080976e+00 -8.415729482715373910e-01 -1.291489482282175860e+00 -1.329558152709067187e+00 -1.234426174773464169e+00 -1.667207605439655405e+00 -1.297197010670608108e+00 -1.055523785114225843e+00 -6.647519066564111512e-01 -1.663329145881954130e+00 -1.240300772619951086e+00 -1.561571537603908988e+00 -1.397521519706548920e+00 -9.990373015404171442e-01 -1.502430465227635459e+00 -1.493730283418995830e+00 -6.709462870245009869e-01 -1.003440652051432069e+00 -1.650800845997188793e+00 -1.291798917575158967e+00 -1.758663242727864340e+00 -1.526957801716080976e+00 -9.874355891772242932e-01 -1.026703874853395870e+00 -2.104190022991361264e+00 -1.908767251513260987e+00 -1.465918010658662451e+00 -1.295092846909819073e+00 -1.512935647974968933e+00 -1.275400109321733977e+00 -9.726095367992180218e-01 -1.340286313365431914e+00 -2.194938150293753498e+00 -1.211255132276484847e+00 -3.255456748003716427e+00 -1.048086529235123132e+00 -5.840444663740829156e-01 -1.463021638502555621e+00 -1.577122576178042523e+00 -1.227950669435667219e+00 -2.022240118162485167e+00 -1.249149641511008157e+00 -1.425514362369290966e+00 -1.450287799722504989e+00 -1.382367387341064235e+00 -1.077806987488405754e+00 -1.598830603410319906e+00 -1.687503983697894450e+00 -1.189106810533263170e+00 -2.732026195048510964e+00 -1.467324333799786107e+00 -8.669117929473213469e-01 -1.379360246783164046e+00 -1.171049459048165042e+00 -2.301262309633339775e+00 -1.435099824645559741e+00 -1.063304586886750114e+00 -1.198519637920889780e+00 -1.771431865404105466e+00 -1.103607402085660993e+00 -1.616307586722684597e+00 -1.841841220534342849e+00 -1.167220428173015856e+00 -9.700482108266049730e-01 -1.273563864741036777e+00 -2.839983346025152233e+00 -1.490194635617935859e+00 -1.295459479712005813e+00 -8.673078184006127733e-01 -1.812523396893911620e+00 -6.602064573285326698e-01 -1.188650417452208119e+00 -1.554940965985772694e+00 -1.458038398376889644e+00 -1.411389972151025241e+00 -1.272570385636965673e+00 -1.524412207646202555e+00 -1.301036259748628465e+00 -1.205724174446413777e+00 -1.608760852501537109e+00 -1.432217604512995734e+00 -1.675246305773671285e+00 -1.195718319756867931e+00 -1.393138538818224470e+00 -3.347160787369535040e+00 -1.272359463949431779e+00 -9.333607349849041279e-01 -1.299571168366095097e+00 -1.244546483347472643e+00 -1.250341652922918767e+00 -1.213233979456130429e+00 -1.303605841301143320e+00 -1.341623386449507960e+00 -8.718468933815224364e-01 -2.503485801269871303e+00 -1.287570119154268111e+00 -2.036132230240798702e+00 -9.871159363097301576e-01 -1.756479885447498779e+00 -1.580003265635941734e+00 -1.100323308689026058e+00 -1.841068847834718802e+00 -1.804032855952730108e+00 -1.485140246408727105e+00 -1.131081729179495010e+00 -1.442778216401565894e+00 -1.444367626639246005e+00 -1.292319258626336120e+00 -2.244076895115019177e+00 -7.516959993649353633e-01 -9.005991456362992809e-01 -1.041613474623913627e+00 -1.397496816014120125e+00 -1.068676671097578357e+00 -2.149622023286342110e+00 -2.063240339300618231e+00 -1.506983401015672852e+00 -8.804462732842942563e-01 -1.160505688562254001e+00 -1.450460538816348954e+00 -1.353955242723876351e+00 -1.693668711103929470e+00 -7.381668583853624455e-01 -1.306096204573792274e+00 -1.634728764913525811e+00 -1.264185853094922818e+00 -1.018633558166153197e+00 -1.446067693454879954e+00 -1.048086529235123132e+00 -1.880143343902345832e+00 -1.260090053479089089e+00 -5.078019487958067568e-01 -9.843352474182733847e-01 -1.376272768790686385e+00 -1.310873077457795688e+00 -1.195145066313755500e+00 -1.213783958775036975e+00 -1.302731886329883348e+00 -1.773743647960274394e+00 -1.874048282477804639e+00 -1.245413888557589832e+00 -1.740204063974547077e+00 -1.338731020794671434e+00 -1.462090471419070781e+00 -1.060382927217697890e+00 -2.062166805954210425e+00 -1.699572870404904679e+00 -1.325127759669873839e+00 -1.454337912473289807e+00 -1.802171888601660221e+00 -1.150882339204202021e+00 -2.114977707828150422e+00 -1.469724677626109921e+00 -1.145331067187294272e+00 -3.656916960825375540e+00 -1.943745263304350379e+00 -1.357687435806948617e+00 -2.345672918408888918e+00 -1.184977826852710026e+00 -1.238732652087128905e+00 -1.201840049422492340e+00 -2.203224696982848396e+00 -1.478438242651324508e+00 -1.581393743345518743e+00 -1.727366277645358439e+00 -1.133416650702194106e+00 -1.410895812691458584e+00 -1.618854023985588642e+00 -1.489488530151796386e+00 -1.109622372085377950e+00 -1.445701107664415730e+00 -1.845920251299345338e+00 -1.220991899017081161e+00 -1.323978679713811335e+00 -1.454830731955748302e+00 -1.026947190205988125e+00 -1.851556654563156767e+00 -1.593769596627069296e+00 -1.359744558884933507e+00 -1.335314372930274107e+00 -1.373956846334045245e+00 -1.482977746922955031e+00 -9.554683139744659659e-01 -8.883400935754249828e-01 -1.658005509740276162e+00 -1.880621046688337294e+00 -1.338828767292985500e+00 -1.031125632874055897e+00 -1.044457556318914015e+00 -2.808277611681356145e+00 -2.638973750745540858e+00 -1.750175929613345671e+00 -2.209431585214761018e+00 -1.116037355622339966e+00 -1.775490992099219234e+00 -1.968903141839675630e+00 -8.271025488890344501e-01 -8.407511870071040505e-01 -1.336087582530255835e+00 -1.514641759111254427e+00 -9.154314164850414492e-01 -1.049709920131995489e+00 -1.443755835614244365e+00 -1.094969245966779248e+00 -1.409443080762570633e+00 -6.804706012347114807e-01 -1.407923999960251971e+00 -1.314872421766114075e+00 -1.576253701506567850e+00 -1.287656496483546409e+00 -9.938120437193502799e-01 -1.072576173061488891e+00 -1.992464199778040346e+00 -1.211365969555066036e+00 -6.647519066564111512e-01 -1.191555426057042677e+00 -1.785037696646402328e+00 -1.506016693995715805e+00 -1.435405950763251726e+00 -1.780668906237706350e+00 -1.241637250168501350e+00 -1.879402025075655125e+00 -1.203551537144370132e+00 -1.183946413415041032e+00 -1.048086529235123132e+00 -2.295883538150973457e+00 -1.235504970912295830e+00 -1.557381835872799547e+00 -1.677092546353423419e+00 -8.611299204212813363e-01 -1.558096553231954617e+00 -1.223905079309337562e+00 -2.470846980921928893e+00 -7.703017642822082012e-01 -8.021339862656021724e-01 -1.526773501474012695e+00 -1.778926459592336862e+00 -1.778764094591308575e+00 -7.413894803764539132e-01 -1.043001808118174667e+00 -1.589059042453228709e+00 -1.540798751787326060e+00 -1.322035661682724905e+00 -1.389416059624261290e+00 -5.840444663740829156e-01 -1.421750419739445492e+00 -1.204095857658696200e+00 -1.845032454336073879e+00 -1.157052643215540355e+00 -1.578643687258841632e+00 -1.864581510735598524e+00 -6.147617865323128372e-01 -1.103607402085660993e+00 -1.341290092299337822e+00 -1.034000674267013142e+00 -1.316201433990432657e+00 -1.932651019900068823e+00 -1.382264735699914260e+00 -1.493311262146717944e+00 -1.107842442960013107e+00 -1.177247662333514633e+00 -1.067991287422427549e+00 -1.288705439816356435e+00 -1.741965462827698152e+00 -1.461423167756181085e+00 -1.263914120577985356e+00 -1.576122441282397091e+00 -2.430413014557616158e+00 -7.381668583853624455e-01 -1.230748295561656658e+00 -1.280873505442669424e+00 -6.647519066564111512e-01 -1.369776589714084336e+00 -2.152852334239228504e+00 -1.103909057810879668e+00 -1.419951856236936427e+00 -1.874048282477804639e+00 -1.525652225332264633e+00 -1.270918587737176475e+00 -1.809417274859595581e+00 -1.117750595669176894e+00 -1.578526481306546492e+00 -1.037780808721784132e+00 -8.949451343587411234e-01 -1.934418089386255701e+00 -2.497454496626557940e+00 -1.477290617664516637e+00 -1.473224669159260536e+00 -1.482342799450392601e+00 -1.864712395031127290e+00 -1.300125445917432288e+00 -1.926327561376198316e+00 -1.834717277358500320e+00 -1.326613250647224129e+00 -6.622479908613394528e-01 -1.308737257263788756e+00 -1.362164524811062316e+00 -1.669965920079203858e+00 -1.360403140891055962e+00 -1.925380615442492838e+00 -9.721469821238429843e-01 -1.082310956207668262e+00 -1.658608846432732653e+00 -1.460538105529122666e+00 -1.994339542130702192e+00 -2.168188090938675927e+00 -1.501693817963775990e+00 -1.277321512660651193e+00 -1.422634275838631002e+00 -1.526957801716080976e+00 -1.563828047988117254e+00 -1.472052070868626661e+00 -1.209769345221206382e+00 -1.346148950633421437e+00 -1.389365452081170904e+00 -9.912653344595858673e-01 -1.047298766710222706e+00 -2.487498405923038725e+00 -1.242479045901711876e+00 -2.276918459132341699e+00 -1.794153701953099533e+00 -1.062948829572583520e+00 -1.965870301672317799e+00 -1.265657007271348888e+00 -1.301036259748628465e+00 -9.558702535406592427e-01 -1.231165257046256789e+00 -1.133007527425841765e+00 -1.024196742714593045e+00 -1.807069554468196060e+00 -1.968041444206734214e+00 -2.082616513213624287e+00 -1.492973234891258771e+00 -1.887676949188835662e+00 -1.926596699643933652e+00 -8.501347334926149246e-01 -2.336883827808757363e+00 -1.318403769167118877e+00 -1.835661596658773487e+00 -2.390563798974934429e+00 -1.903807111259099072e+00 -1.655261895546908280e+00 -1.499995279007141802e+00 -2.078336958952411884e+00 -2.893968537589596490e+00 -1.720760283645456745e+00 -2.186372675170494606e+00 -1.561743799083976203e+00 -1.205821374609792551e+00 -1.304671020993122044e+00 -1.637923525080679177e+00 -9.525428489875198412e-01 -1.521698023172991743e+00 -1.612290997837912743e+00 -1.145706420300225181e+00 -1.620686825271741682e+00 -1.740872561335127466e+00 -1.178895399303390823e+00 -1.086669499582730847e+00 -1.498652965798635828e+00 -1.628846352660057173e+00 -1.313348501273171376e+00 -1.218729648325355130e+00 -1.095084042941457225e+00 -1.089659998608517588e+00 -1.172201054415180854e+00 -8.314816365508750362e-01 -1.963837714836414783e+00 -2.513304539865530707e+00 -1.174013531730244697e+00 -2.120671342786114355e+00 -1.091967642881937151e+00 -1.076045670056273051e+00 -1.391187380570418020e+00 -1.482977746922955031e+00 -1.394104964632270960e+00 -8.714541389609037347e-01 -1.207670897622898920e+00 -2.048163378234554521e+00 -1.516517994063318442e+00 -1.278650127479258325e+00 -1.995692047621490772e+00 -1.832963943585506961e+00 -1.301036259748628465e+00 -1.344454373248899604e+00 -9.126380433138002735e-01 -1.325127759669873839e+00 -1.675932363368133338e+00 -1.855508839654895326e+00 -1.222572627431564474e+00 -1.637993307096505369e+00 -1.347757603239218227e+00 -1.132098863327344551e+00 -6.647519066564111512e-01 -2.185960267945320279e+00 -1.080452754698864037e+00 -2.921817356195041349e+00 -1.320996589266931531e+00 -1.412637524794157828e+00 -2.031787518562256700e+00 -2.027452198797348615e+00 -1.339647039484236135e+00 -1.121531713712706324e+00 -2.017814244224578779e+00 -1.594138508244445251e+00 -1.056727007275530150e+00 -2.372721621196329789e+00 -1.438753453781280944e+00 -6.234969893075471559e-01 -1.396137159643596526e+00 -1.539800302404708887e+00 -1.154968318278130290e+00 -1.371883627381384807e+00 -1.048086529235123132e+00 -1.307420222346931338e+00 -3.341041460688197073e+00 -1.308736598645072302e+00 -1.260888114451652831e+00 -3.337922448908772211e-01 -1.251945814766264320e+00 -1.621943241052424822e+00 -1.028196990915156706e+00 -1.801787079333536434e+00 -1.551724908017932281e+00 -1.097305760935436414e+00 -1.178839256322501416e+00 -1.383045150866859085e+00 -1.264055411867849976e+00 -9.772277872354261374e-01 -1.113204874784077258e+00 -1.414244740426250146e+00 -1.569194289654926466e+00 -1.109578295510237567e+00 -1.086143766298916624e+00 -1.578526481306546492e+00 -1.438497870554827029e+00 -1.769623937179807704e+00 -2.670595512633625379e+00 -1.481333120971635164e+00 -1.424772616974825601e+00 -9.285496909046309089e-01 -1.965297366566189696e+00 -1.428236189153048397e+00 -9.423176654415351683e-01 -1.683458531591160767e+00 -2.483681138384161269e+00 -1.532173047601215865e+00 -1.371140826201320273e+00 -9.974966063340786615e-01 -8.985035448382254764e-01 -1.684273611553511518e+00 -1.128532760290796411e+00 -1.552313896399270643e+00 -1.476660852983309402e+00 -1.030981343130732197e+00 -1.197862064170853724e+00 -8.079482441104854917e-01 -1.261339123189769706e+00 -1.424387688754368497e+00 -1.800406187823798243e+00 -1.346886252543290530e+00 -2.142990240905441546e+00 -1.253215709711374526e+00 -1.925075384269990808e+00 -2.351851737262312003e+00 -1.011863962510839432e+00 -1.332224062481662585e+00 -9.721469821238429843e-01 -1.370230280281796054e+00 -1.627090566979069619e+00 -1.444186198607659621e+00 -1.234933749229417677e+00 -1.731891796295450092e+00 -1.226460380749625934e+00 -1.867088627264974043e+00 -1.228280832250513210e+00 -1.240384526554820344e+00 -1.213783958775036975e+00 -1.339016251490176002e+00 -1.482552570595760510e+00 -8.968174359242423455e-01 -1.809230120331242642e+00 -9.414105024177620296e-01 -1.550074607030267781e+00 -1.557461043422744273e+00 -1.323526653429996092e+00 -2.059931195645737123e+00 -1.334268836649558754e+00 -1.316445499213197534e+00 -1.243895940431767766e+00 -1.047083284437502204e+00 -9.423176654415351683e-01 -1.627220459176971668e+00 -1.256883965299510963e+00 -2.493179209191393131e+00 -8.367898668514721638e-01 -2.595793547951781299e+00 -1.418293570421111260e+00 -1.819104820707981629e+00 -5.574483503968062914e-01 -1.506016693995715805e+00 -1.941409688247969667e+00 -1.403844666433546440e+00 -1.262497972026332294e+00 -2.215067146299415590e+00 -2.139447970831448664e+00 -1.449562754360542050e+00 -2.379468961908216773e+00 -1.084238965329314297e+00 -1.295787844267796807e+00 -8.583880834066311971e-01 -1.309876272078140058e+00 -1.298287684557371868e+00 -1.683458531591160767e+00 -1.130337421442885848e+00 -1.804879394681917049e+00 -1.962927646500935763e+00 -1.141178032182509350e+00 -1.799953291063182803e+00 -1.128110641169148831e+00 -1.976599939175562870e+00 -1.962263751322454119e+00 -1.417935706615066627e+00 -1.041066374612876766e+00 -2.600484051757316450e+00 -1.240588310919017001e+00 -1.047493035298823205e+00 -5.286004160762917126e-01 -1.521389803737285717e+00 -1.798661536886404511e+00 -1.327742645085949746e+00 -1.246479872355872764e+00 -1.996576044390835136e+00 -2.216438148494763283e+00 -1.345265397555786446e+00 -1.176446653687997612e+00 -9.948276938234861255e-01 -1.332319305343731441e+00 -1.268468373942646554e+00 -2.130167769686317047e+00 -2.006952998270692401e+00 -1.657852685118656799e+00 -1.107340194198991767e+00 -1.659733426805736656e+00 -1.098871494798611348e+00 -1.501921928420574481e+00 -1.389291181563752087e+00 -7.430480460667330256e-01 -1.265349765080304056e+00 -1.299186376848439295e+00 -2.048205298093203730e+00 -1.367318856380482117e+00 -1.848370346801875730e+00 -2.588922806420501210e+00 -1.304671020993122044e+00 -2.138034811588799045e+00 -1.498061993813077919e+00 -1.582623338901661070e+00 -1.640532668945591466e+00 -1.699235991912890320e+00 -1.230321887211425880e+00 -9.910028533776137349e-01 -1.775807151103861559e+00 -1.625217865545990792e+00 -1.213783958775036975e+00 -1.508820901872549802e+00 -1.048180660844302503e+00 -1.157039500928961129e+00 -3.180879139300447633e+00 -2.188401974129769112e+00 -1.350786418894001972e+00 -1.216275434007282996e+00 -9.698026250508412494e-01 -1.577961370533072838e+00 -4.119271772537535625e+00 -1.864260917078350177e+00 -1.609767051000312588e+00 -1.272178418062441363e+00 -8.812674563381642789e-01 -1.168793619990299515e+00 -1.047493035298823205e+00 -1.973268980910786619e+00 -9.173409703785779801e-01 -1.178556319485089432e+00 -1.263406855932720063e+00 -1.369294667092403550e+00 -1.672419060231960852e+00 -1.002540163917139182e+00 -1.203920667571563019e+00 -7.347270058447384899e-01 -2.960535598848140992e+00 -1.646931911435627338e+00 -1.069632013457280317e+00 -1.342413751144075018e+00 -1.393455315824333240e+00 -1.696318345947207540e+00 -1.533000427083504924e+00 -1.772783830855972242e+00 -1.376503550188072467e+00 -1.501115930033742440e+00 -1.069599821019527219e+00 -1.387499489867055846e+00 -1.896891211968946056e+00 -1.387806544052588409e+00 -1.180385081796129665e+00 -1.355769866478020003e+00 -1.533578433355130999e+00 -1.384009509664890558e+00 -1.773194701592912370e+00 -1.614183676803793821e+00 -1.356333547836985565e+00 -9.801530284481646538e-01 -2.000815078389117652e+00 -3.149917561202823180e+00 -2.201447915371306241e+00 -1.506092715438537954e+00 -1.335588859526324779e+00 -1.128336884045378907e+00 -1.449439489369890754e+00 -1.048180660844302503e+00 -1.600428087285160839e+00 -1.894193958707123260e+00 -1.545557198591383186e+00 -1.427751212549052129e+00 -1.600565193990553414e+00 -1.463929423420288423e+00 -1.223896799970266791e+00 -1.771513166686653928e+00 -1.819412587024389794e+00 -1.515901567206226597e+00 -1.192191487707729314e+00 -1.979627724679488665e+00 -3.214873591228546434e+00 -1.758581913169882549e+00 -1.177563253596787041e+00 -1.413572206130048858e+00 -9.091899308242817890e-01 -2.607461700147947425e+00 -1.261339123189769706e+00 -1.749862623171591025e+00 -1.259351333524526106e+00 -1.498072811726062437e+00 -1.401624425218663150e+00 -1.392980768262862545e+00 -1.068711395936282393e+00 -1.441779601165189995e+00 -2.786242388247622825e-01 -1.293185918464279105e+00 -1.918612921539263327e+00 -1.612859613453369256e+00 -9.868558973394059297e-01 -1.372238293573044610e+00 -1.371410013756592994e+00 -2.765683917771250666e+00 -1.502430465227635459e+00 -1.276251743572218489e+00 -1.966034488063269414e+00 -1.501921928420574481e+00 -1.472373479892862491e+00 -1.745306644574341703e+00 -1.241017051436622332e+00 -1.035089311681710367e+00 -1.518739542338196191e+00 -1.924792317929511221e+00 -1.244946515000008969e+00 -7.509964055895921309e-01 -9.351197935938064809e-01 -1.216855752518289258e+00 -1.243895940431767766e+00 -8.790199809981038559e-01 -1.330570944156736601e+00 -1.052880199365864078e+00 -1.529253622913196775e+00 -1.467662398403128288e+00 -1.926494807740498194e+00 -9.239907897589022534e-01 -7.856960246165944906e-01 -1.875623349984999910e+00 -1.349715988645369347e+00 -2.110569680230458101e+00 -1.108695974740959489e+00 -2.989824028747232632e+00 -1.227756989167772650e+00 -1.080289920279659199e+00 -2.802743876432971959e+00 -2.724760967751580498e+00 -1.096250159523349366e+00 -1.283155980295085596e+00 -1.391236483327202622e+00 -1.402073218680408129e+00 -1.490717099276448687e+00 -1.216275434007282996e+00 -1.866793954398846545e+00 -1.182690772822061698e+00 -1.213233979456130429e+00 -1.388096051774855288e+00 -1.794149455953908623e+00 -1.298299345057373211e+00 -1.718773093831239329e+00 -7.055664674798416414e-01 -8.066503250674306180e-01 -1.305034235895593975e+00 -5.078019487958067568e-01 -1.830257769641790988e+00 -1.324357899943842343e+00 -1.527924826432737859e+00 -5.078019487958067568e-01 -2.186129557741149032e+00 -1.257068095843728806e+00 -1.195383201571901921e+00 -1.443829354587252478e+00 -1.195718319756867931e+00 -1.376360191347701045e+00 -1.024139972021329781e+00 -8.407511870071040505e-01 -1.499541333953191335e+00 -1.376821596977827911e+00 -1.656388413831562323e+00 -1.931426121797486628e+00 -5.281357572038617443e-01 -7.810356566425024072e-01 -1.204686783138252393e+00 -1.352212742106210008e+00 -1.676013003164318338e+00 -9.757433643715607285e-01 -1.433716458670292404e+00 -1.577225426168132216e+00 -1.374812210810224089e+00 -1.384767738741733867e+00 -1.927140593477641772e+00 -1.763649210188503069e+00 -1.318636308671349067e+00 -1.117726063113346990e+00 -1.413327830426503340e+00 -1.482143532566621902e+00 -1.117837261619214040e+00 -2.414233987932741687e+00 -1.121788528193482071e+00 -1.187533321890593019e+00 -1.942931907770980127e+00 -1.440341555362648629e+00 -1.134550783941555396e+00 -1.308367555365937962e+00 -1.478545491156668001e+00 -1.014917022562211057e+00 -2.769051487344294848e+00 -1.295917725309515545e+00 -9.299943010562838897e-01 -1.294115960977905821e+00 -1.219240298771070652e+00 -1.451736839046159577e+00 -1.257022140880953653e+00 -1.506143973033934325e+00 -1.299180019095872440e+00 -1.237520562384462952e+00 -1.175527905356364089e+00 -1.937390424861391791e+00 -1.520928698665515499e+00 -1.076421749583371446e+00 -1.373532029658016462e+00 -1.757042039943692124e+00 -1.570412117839697030e+00 -1.125367956785084278e+00 -1.044670958469697375e+00 -8.985035448382254764e-01 -1.738959403514819702e+00 -1.369170409094390806e+00 -1.409987782816590540e+00 -1.307497152932118212e+00 -1.794983822089939007e+00 -1.421750419739445492e+00 -1.725824932408577261e+00 -1.285438038201504485e+00 -1.210769532484147426e+00 -1.738457373527312111e+00 -1.689240031080157411e+00 -1.616979839725412926e+00 -1.180428392960566786e+00 -6.240756370108377915e-01 -6.428169066394038289e-01 -8.439447839530225259e-01 -1.135554194615602697e+00 -1.190769891293806726e+00 -1.258106051424174865e+00 -1.185671275880824993e+00 -2.244014536359522083e+00 -1.894095894428512006e+00 -9.085036307771776620e-01 -1.514641759111254427e+00 -1.290498794860849507e+00 -2.624183416686441284e+00 -1.161514048806804977e+00 -1.216696463633917480e+00 -1.160365625161569936e+00 -1.693229180313396753e+00 -1.542930502671202797e+00 -7.312671086440117874e-01 -1.655848015497589643e+00 -1.361134859209207404e+00 -1.111005576520534666e+00 -1.522067765383989579e+00 -1.103813453309971715e+00 -1.583573022246113959e+00 -1.195718319756867931e+00 -1.470532915176512523e+00 -1.290488938905544058e+00 -1.471384159793930557e+00 -1.608657143537115974e+00 -1.311926774958831921e+00 -1.470349492844719164e+00 -2.232445860019236061e+00 -2.131353061756569023e+00 -1.202545907836330530e+00 -8.595234870046174480e-01 -1.972053818736869246e+00 -1.103813453309971715e+00 -1.192435024294404400e+00 -1.090278107942076247e+00 -1.368044424203211484e+00 -1.062300243105790187e+00 -1.909080474607396383e+00 -1.449889222074532746e+00 -1.371410013756592994e+00 -7.334334565989337751e-01 -1.526628868920324900e+00 -1.497911821163797619e+00 -1.719896265054216000e+00 -1.096284064061527452e+00 -1.048086529235123132e+00 -1.075158776473585931e+00 -1.610288726723739128e+00 -1.376452457468298585e+00 -1.326951859376242604e+00 -1.311383700619723536e+00 -8.034557869430347665e-01 -1.164080485218006888e+00 -1.543335030864762425e+00 -7.310696080954106613e-01 -1.096914242628971969e+00 -1.016800440625204471e+00 -1.437562067649188036e+00 -1.327429613631168070e+00 -1.224205027330499629e+00 -1.088071493636147080e+00 -1.239723597869104355e+00 -1.216292923512918733e+00 -5.449242450658273729e-01 -1.178635711793424967e+00 -1.135862639001871344e+00 -1.210477179545006887e+00 -1.434884938352938732e+00 -1.541668137815102035e+00 -1.330296039966768484e+00 -1.476401327348290105e+00 -1.549956722077542981e+00 -1.774374106552155661e+00 -1.291054872343243343e+00 -1.481006578807321672e+00 -1.027738482355185834e+00 -1.235729396646021216e+00 -2.448208710538581911e+00 -1.333888832287087212e+00 -1.526741141223871612e+00 -1.286170980823305277e+00 -1.513466597331309949e+00 -1.265064005112814582e+00 -1.870661112488348987e+00 -1.361121983538709834e+00 -1.048086529235123132e+00 -3.194737995048853918e+00 -1.074885663700567262e+00 -1.280261038503565318e+00 -1.299186376848439295e+00 -1.475493930793269071e+00 -1.577730396182726480e+00 -1.698448973849537635e+00 -1.314250849174018132e+00 -1.940127498862707300e+00 -1.605150246435503414e+00 -2.562238509608607107e+00 -1.577200524852391705e+00 -2.133941740521896779e+00 -1.276251743572218489e+00 -4.003421649536814009e+00 -1.700238988573423926e+00 -9.278159106482612994e-01 -1.540011142557214496e+00 -1.915261026962415070e+00 -1.127403110491520088e+00 -2.145272823564591036e+00 -1.229286797123008812e+00 -1.622070613088881785e+00 -1.172008926156020925e+00 -1.144166726609120444e+00 -1.453059482819289316e+00 -1.606981173507458172e+00 -1.207337868880446585e+00 -1.714913689943635688e+00 -1.666538912408705775e+00 -1.478485046702553207e+00 -9.817245043513377345e-01 -1.185778844189051107e+00 -1.526756052814062237e+00 -2.290728164201079053e+00 -1.615807803654483621e+00 -1.437206727616807678e+00 -7.560349712334594185e-01 -1.580003265635941734e+00 -1.705121345110409914e+00 -1.538593558723130972e+00 -1.273759620527769920e+00 -1.576122441282397091e+00 -2.101418480537691202e+00 -1.746351560340753117e+00 -1.179819413196983025e+00 -1.593295227375006284e+00 -1.564061794018878793e+00 -1.092840168069902029e+00 -9.236640454818421109e-01 -1.243009433274410158e+00 -1.372835269345489051e+00 -1.129432039939121779e+00 -1.155701131285835848e+00 -1.305432526655624814e+00 -2.352816204286061197e+00 -2.086202032419668839e+00 -2.046405829617664818e+00 -1.093623789845737715e+00 -1.192912216270999526e+00 -1.655141004929463033e+00 -1.035089311681710367e+00 -1.754881033551191738e+00 -1.611779400066869705e+00 -1.117690238466487074e+00 -1.048086529235123132e+00 -1.359771061123517422e+00 -1.048086529235123132e+00 -2.682447927835752033e+00 -2.168096035648455544e+00 -1.258728454037367106e+00 -1.556979707491933373e+00 -1.152966850465582560e+00 -1.217928565572057753e+00 -9.362794244001030330e-01 -9.248096490911907885e-01 -1.355775503376588587e+00 -9.218923276112194198e-01 -1.021769478576993961e+00 -2.448183286698632166e+00 -1.313813252543553523e+00 -1.594233596703159339e+00 -2.161888413547397469e+00 -9.454358932471950139e-01 -1.217014989791026736e+00 -1.498585123085941273e+00 -8.611299204212813363e-01 -1.743623682894787530e+00 -8.468210883548489276e-01 -2.014487446723005171e+00 -1.325833163308820506e+00 -1.341270661604698766e+00 -1.612958671026224478e+00 -2.059408205333445263e+00 -1.141178032182509350e+00 -1.511957122877297888e+00 -2.644936182076223830e+00 -1.576494649300412609e+00 -1.302198383557597650e+00 -1.051594502120451136e+00 -1.130356767732651813e+00 -1.278851923611640684e+00 -7.994303166477012557e-01 -1.913168412343108082e+00 -1.350786418894001972e+00 -1.270918587737176475e+00 -5.256413855391596224e-01 -1.364589713071773458e+00 -1.298594065043868540e+00 -1.900345468913989588e+00 -1.411666342170324828e+00 -3.282392550478468340e+00 -1.543318412458381417e+00 -2.112098492519141502e+00 -1.148740018731325696e+00 -1.786753932253021926e+00 -1.231457942736867928e+00 -1.896950706235828177e+00 -1.802677928758448234e+00 -1.321721738724166650e+00 -2.639772151975795289e+00 -1.149041426473239369e+00 -1.339207060440966934e+00 -1.063420344617568070e+00 -1.301321066142502314e+00 -4.760321061146784438e-01 -1.332830100574608156e+00 -1.214673102470338995e+00 -1.696047952083799659e+00 -1.232833783808499284e+00 -1.034697215864813113e+00 -1.785947234389344995e+00 -1.706114665699631550e+00 -1.451779978867651977e+00 -1.236584153876318481e+00 -2.188459587153613661e+00 -1.859609591083408064e+00 -1.339194994970736907e+00 -9.446008994835587425e-01 -1.876316623729000099e+00 -1.950035788527208158e+00 -1.506933956204284497e+00 -1.241849697299273192e+00 -2.037127394759459698e+00 -1.537468326219131542e+00 -1.674822001282090023e+00 -1.818102537407362052e+00 -1.396594433059151097e+00 -1.564695606490470903e+00 -8.094350945210655457e-01 -1.169077569590928789e+00 -1.994282181127019937e+00 -1.533699813807125611e+00 -1.567164668628309387e+00 -1.639197456475549819e+00 -1.608349376801493591e+00 -1.387562361437225444e+00 -2.113464316106740348e+00 -1.102780367940087602e+00 -1.211554415160677856e+00 -1.846949883376426405e+00 -8.966934671752161412e-01 -1.454854678747775854e+00 -1.599741270060999865e+00 -1.329071545937327015e+00 -2.374409627760065256e+00 -1.189280554079426233e+00 -1.682699585416992605e+00 -1.313473009070780684e+00 -1.279235578973288989e+00 -1.133133682477844184e+00 -1.410535829105969308e+00 -1.827688027416813021e+00 -4.841176462392506874e-01 -1.060163351040551927e+00 -1.863740766032536023e+00 -3.337456458687735328e+00 -1.505512885648742527e+00 -1.177890732954949726e+00 -1.287746729370170318e+00 -1.161054623585681123e+00 -1.005533912215107906e+00 -1.872617484785290554e+00 -1.203900198870612837e+00 -1.760564990941347441e+00 -1.146106120277994078e+00 -9.701932239378823208e-01 -1.517960448601044288e+00 -1.523718953714253921e+00 -1.011863962510839432e+00 -1.566494146149647104e+00 -1.188571565662124296e+00 -8.271025488890344501e-01 -5.334764231327786543e-01 -1.323319853111513345e+00 -1.446533622415490994e+00 -8.163996589656057346e-01 -1.461950207819323833e+00 -1.761305619828454017e+00 -1.083791171958113475e+00 -1.291492880099459395e+00 -1.159845089778342109e+00 -1.510544261361549845e+00 -1.966794472573464070e+00 -1.133007527425841987e+00 -1.748802277872230748e+00 -1.188315103188050115e+00 -2.048163378234554521e+00 -1.109578295510237567e+00 -1.383045150866859085e+00 -1.055141607262550574e+00 -1.459039425846588189e+00 -9.676084879478751288e-01 -1.304878220039730641e+00 -1.715874495710191683e+00 -8.831035579365874577e-01 -9.721469821238429843e-01 -1.052880199365864078e+00 -1.314006571405355039e+00 -1.152520149974384456e+00 -2.337180265369364740e+00 -1.411022255932441682e+00 -1.219480879981173604e+00 -2.077868783931485108e+00 -1.362664640260017990e+00 -1.266414940226905816e+00 -9.731170371963249188e-01 -1.506933956204284497e+00 -2.934088099208987277e+00 -1.640880830945518953e+00 -1.234650537207896193e+00 -7.633891929809647481e-01 -1.284987978692085919e+00 -1.422703013191173094e+00 -3.630622619968563392e+00 -8.915039460694205165e-01 -1.917348099542873996e+00 -1.413761394056832765e+00 -1.411056696432565039e+00 -1.554730259659359293e+00 -1.054277527100407896e+00 -1.514286003243730638e+00 -1.109578295510237567e+00 -5.840444663740829156e-01 -6.363096375184336129e-01 -1.814746374138239027e+00 -1.254350404592491142e+00 -1.454865811753067284e+00 -1.078441678429648221e+00 -8.471441330659508218e-01 -1.188338668362805439e+00 -1.331791606420579255e+00 -1.668494918566711727e+00 -2.719467119107252806e+00 -1.260192174746374016e+00 -2.069154749228629964e+00 -5.908022995881133665e-01 -1.819328470897643824e+00 -1.677284469683180346e+00 -1.490587983817465378e+00 -1.572860016904854552e+00 -8.841167495383943642e-01 -1.048086529235123132e+00 -2.180601464146252777e+00 -1.445440994310316807e+00 -1.092962994154812906e+00 -1.394493808778852761e+00 -1.041884064327264436e+00 -1.130060645844088940e+00 -1.349715988645369347e+00 -1.308270792435717977e+00 -1.623537335512467150e+00 -1.281277927165076047e+00 -1.139250545580061003e+00 -8.695486741920921414e-01 -2.326316613380474685e+00 -1.655704495152755751e+00 -2.086824809670127401e+00 -2.060081605106542924e+00 -1.170532439622955501e+00 -1.232723197455530828e+00 -8.347692847705505681e-01 -2.719467119107252806e+00 -1.288098813569049428e+00 -1.026703874853396314e+00 -1.497842668698895041e+00 -1.848370346801875730e+00 -1.107182919650767872e+00 -1.206033408805236906e+00 -1.443235691432110279e+00 -2.964190752293354603e+00 -1.573974438375520091e+00 -1.325391322428062901e+00 -2.142510409920438175e+00 -2.102850560273096470e+00 -1.327971922628343293e+00 -1.438109539040862250e+00 -1.080285170129779759e+00 -1.298233346771000329e+00 -1.320439604542813505e+00 -1.048086529235123132e+00 -1.033229782113683992e+00 -1.333211282457640312e+00 -1.292384348177451736e+00 -1.290531365107402406e+00 -1.052880199365864078e+00 -9.731170371963249188e-01 -1.445998068684372084e+00 -2.087611719449005587e+00 -1.577563434868317183e+00 -1.826703072464218147e+00 -1.243895940431767766e+00 -1.119902392330688778e+00 -1.299571168366095097e+00 -1.176095399944779851e+00 -1.551462298273699636e+00 -9.487131076362284032e-01 -2.194865186676679958e+00 -1.940061560948012076e+00 -1.026703874853395870e+00 -1.424240666336372030e+00 -1.093709164164041070e+00 -1.204879034767837975e+00 -1.048086529235123132e+00 -1.227082949839309212e+00 -1.733324489047961547e+00 -1.176688884693697812e+00 -1.430860413156999078e+00 -1.096629873230294816e+00 -1.133133682477844184e+00 -1.322931008340773484e+00 -1.547972339128657726e+00 -2.019990458043868564e+00 -1.326735791489989325e+00 -1.364328181523765782e+00 -1.347805873683174394e+00 -1.858673005950404411e+00 -1.883778159081259451e+00 -1.246892246140167693e+00 -1.703008205001212305e+00 -1.667010009781723090e+00 -9.178963475012356099e-01 -1.480394899187541524e+00 -1.484260744431393109e+00 -1.224860985958533766e+00 -1.366544622448027990e+00 -2.480464777440988478e+00 -1.686602341587645437e+00 -2.285633776185513888e+00 -1.828353202281486345e+00 -2.471457934379704735e+00 -1.113969828180954247e+00 -1.164427428702449419e+00 -9.093226912960671315e-01 -1.235122105562486361e+00 -1.108867031897300404e+00 -1.123875200490558335e+00 -1.301036259748628465e+00 -1.209811442993835362e+00 -1.072900890487949344e+00 -2.348185786198802028e+00 -1.986792662900881190e+00 -1.173357093577542365e+00 -1.415848136957195136e+00 -1.439784543857534072e+00 -1.254563270770778560e+00 -9.786597502765533863e-01 -2.409872342146492485e+00 -2.510433679239747917e+00 -1.459929431032909841e+00 -2.060973200933477134e+00 -1.188955555224396443e+00 -1.775780242529116704e+00 -1.282209411576237246e+00 -1.196163945729750822e+00 -1.452388485450825328e+00 -1.357649279878101023e+00 -1.448026892273871269e+00 -1.026703874853395870e+00 -1.108091362869661145e+00 -1.111005576520534666e+00 -1.574751847896245227e+00 -9.373138402015295245e-01 -1.577717857980349025e+00 -1.430287294379511520e+00 -1.571357416816267172e+00 -1.209753283961706449e+00 -1.053418563872427605e+00 -2.474433660292244319e+00 -1.109578295510237567e+00 -1.559314183207753279e+00 -1.561467320548674209e+00 -9.193498440302277919e-01 -2.194938150293753498e+00 -1.379606525502823589e+00 -1.264055411867849976e+00 -9.721469821238410969e-01 -1.231036576969509744e+00 -1.794153701953097757e+00 -9.707626522912757849e-01 -1.530570713392815030e+00 -2.973624789775807908e+00 -1.185325280445828966e+00 -9.239907897589022534e-01 -1.248509153094816915e+00 -1.492431093866931846e+00 -1.167205226204251156e+00 -1.468558209324405839e+00 -1.642450789473985484e+00 +1.431941845405088731e+00 +1.635771714287760581e+00 +1.654185679377904838e+00 +1.644586716968592599e+00 +1.387783404686419919e+00 +1.710030221582653720e+00 +1.970150678573805214e+00 +1.372014914437291733e+00 +1.275000783982084718e+00 +1.414080559638843271e+00 +1.262548694807930971e+00 +1.314120943923355878e+00 +1.642942363315151644e+00 +1.812352222127000978e+00 +2.945495158992662788e+00 +1.321196962384777684e+00 +1.785133234486564691e+00 +1.537061971882401679e+00 +1.279562898039882102e+00 +1.369523256539348033e+00 +1.518169822554151560e+00 +1.383492674377067022e+00 +1.277763211157489920e+00 +1.411812023332744914e+00 +1.338057402010364383e+00 +1.423312224792480318e+00 +2.973628539299903117e+00 +1.448164251529314273e+00 +1.239122706338647850e+00 +1.303009947107275579e+00 +1.542121402503892513e+00 +1.315542071223231302e+00 +2.121417027271650824e+00 +1.271899679448104781e+00 +1.293206297049094289e+00 +1.436681869647415510e+00 +1.448079458478807036e+00 +1.619651502513082431e+00 +1.479323512738896840e+00 +1.184280500653309476e+00 +1.734567620379593444e+00 +1.758499230172661409e+00 +1.604911992326485404e+00 +1.467222876072277193e+00 +1.266878709869205366e+00 +1.046763430895802482e+00 +1.175892818736712808e+00 +2.059155943903931973e+00 +1.299909566980390396e+00 +1.354660593880988806e+00 +1.285909446717026006e+00 +2.047137310021951873e+00 +1.419671969930481392e+00 +1.621021157982295291e+00 +1.716992340284390073e+00 +9.273368917297130087e-01 +1.338516796953792332e+00 +1.380137845828358856e+00 +1.505231986518756448e+00 +1.295367711751325368e+00 +1.337202822694617321e+00 +1.274626743088668412e+00 +1.233478483222190558e+00 +2.079896625824887657e+00 +1.914905910958136337e+00 +2.041363903107729527e+00 +1.485025908160487740e+00 +1.432337881885871411e+00 +1.356658413334479230e+00 +1.399862401266306566e+00 +1.272320129338228023e+00 +1.396465477828025215e+00 +3.242100044551872617e+00 +1.707395610971429889e+00 +1.274626743088668412e+00 +1.428630719312914188e+00 +1.397620185647191260e+00 +1.261603473289375055e+00 +1.187442444611005676e+00 +1.242803501585253212e+00 +1.724088339079799637e+00 +2.062623794775133579e+00 +1.675648779343221761e+00 +1.362588723809923907e+00 +1.498349608557524526e+00 +1.399651248871203624e+00 +1.355374033940364153e+00 +1.293630676641837729e+00 +1.487093953486933184e+00 +1.359992740833103841e+00 +1.917445810378208160e+00 +1.612130100465198668e+00 +1.661780158984066169e+00 +1.373620500330423377e+00 +1.798256149916248603e+00 +1.282714805998713459e+00 +1.624390726525207329e+00 +1.270385534387732607e+00 +1.441139635233253724e+00 +1.377836078444500068e+00 +1.421789961993048523e+00 +1.503629754842595423e+00 +1.358085753627617187e+00 +1.382947281679826279e+00 +1.249801112743536891e+00 +1.321327639981503488e+00 +1.612258633446121969e+00 +1.281594737248587634e+00 +1.447144641261870479e+00 +1.233478483222190558e+00 +1.352621757824685522e+00 +6.555291870613434435e-01 +1.377836078444500068e+00 +1.171147102630447412e+00 +1.326155616863443409e+00 +1.552683471520834857e+00 +1.278626147732628393e+00 +1.357606636067203443e+00 +1.416329537363786528e+00 +1.720529769439128609e+00 +1.744709183330153124e+00 +2.417510827543202456e+00 +1.676526357208822926e+00 +1.720529769439128609e+00 +1.243321845779338464e+00 +1.407143283733824468e+00 +2.111328195190276258e+00 +1.244458577182678605e+00 +1.935000467334256680e+00 +1.392895449324945911e+00 +2.085381977694878319e+00 +1.533316428203001625e+00 +1.463020774624198106e+00 +1.347102396683369951e+00 +1.006753921783890782e+00 +1.309423528639022560e+00 +1.543207492731271113e+00 +1.313428310347034333e+00 +1.336883029620136609e+00 +1.594584300897709639e+00 +1.290896315474180822e+00 +1.380417894434926573e+00 +1.313122554660809627e+00 +1.365066178155502907e+00 +1.369232643785129877e+00 +1.453547744301874278e+00 +1.407676325111687943e+00 +2.357470461047371124e+00 +2.578860747476833915e+00 +1.388769349071354853e+00 +2.436224384277405619e+00 +1.721566705348638093e+00 +1.504388361253688133e+00 +1.397535251089103481e+00 +1.154461821764535490e+00 +1.901492948938095839e+00 +1.334141383437124517e+00 +1.767837030285342115e+00 +1.584485624825652694e+00 +1.268600687874527733e+00 +1.370236758979554992e+00 +1.473748417971772362e+00 +1.549567943502252465e+00 +2.172368193129121217e+00 +1.392196633083474522e+00 +1.274494840514618588e+00 +1.329525960811928309e+00 +1.531359992749118382e+00 +1.312081443028266570e+00 +1.292852800356052212e+00 +1.686937013181408096e+00 +7.360211004241586918e-01 +1.485607609041039057e+00 +1.168452782669582080e+00 +1.233478483222190558e+00 +2.040215892620788729e+00 +1.561600655412366478e+00 +1.532028241227084475e+00 +1.508247322751530062e+00 +1.419391304534995735e+00 +1.455682140940801395e+00 +1.680846537567213472e+00 +1.395502731399582919e+00 +1.233478483222190558e+00 +1.483640623058015917e+00 +1.395455014957470707e+00 +1.445164191741336701e+00 +1.734846736467792416e+00 +1.377876966626335742e+00 +1.618947056479294044e+00 +1.390836091813985043e+00 +1.525610421833411223e+00 +1.231158438546360978e+00 +1.256009779778292978e+00 +1.121403968463580370e+00 +1.570445742202628114e+00 +1.335563392216911893e+00 +1.454840734642156796e+00 +1.397620185647191260e+00 +1.521262462589716646e+00 +1.551002722487855090e+00 +1.436396761859491500e+00 +1.250710088354906269e+00 +1.715771084904573085e+00 +1.485711374712996857e+00 +1.529185348950041989e+00 +1.335379902775405414e+00 +1.478892453228916493e+00 +1.565409723164357558e+00 +2.104671550394894286e+00 +1.517853709105119187e+00 +1.426182893333760138e+00 +1.259000137995675006e+00 +1.362445403534318533e+00 +1.117090116574940728e+00 +1.700124893958029126e+00 +1.343126048098932657e+00 +1.273832439185003551e+00 +1.262703462186107961e+00 +1.569530345529170479e+00 +1.438801617718131531e+00 +1.273504354299546115e+00 +1.432294570873405837e+00 +1.485143461578915192e+00 +1.411137265062587742e+00 +1.663539272125490021e+00 +1.421055764606109495e+00 +1.390479674701690760e+00 +1.355717930504279245e+00 +1.262808685686039656e+00 +1.569816339951954465e+00 +1.525948608514177129e+00 +1.297798492865257503e+00 +1.134135939743360799e+00 +1.608819511448191131e+00 +1.431022392278035182e+00 +1.551267115932860818e+00 +1.659013868538215863e+00 +1.399041198245527085e+00 +1.576783342042975100e+00 +1.604911992326485404e+00 +1.472685042222721785e+00 +1.202903299009207450e+00 +1.653567338228220329e+00 +1.336206318996014053e+00 +1.853478585826198843e+00 +1.361803141794270200e+00 +1.410503396026170808e+00 +1.228571992316431549e+00 +1.086205340166081834e+00 +1.367171012700102217e+00 +1.408396489818941166e+00 +1.332400016670064913e+00 +1.741429979398442018e+00 +1.375398221960062450e+00 +1.284697328172410113e+00 +1.158321815746724104e+00 +1.505358982777133203e+00 +2.012016684423652002e+00 +1.601815413678255418e+00 +1.998089233646761498e+00 +1.443177013434211897e+00 +1.413564104738864069e+00 +1.506320600465684612e+00 +1.412967505245513289e+00 +1.609418444391185865e+00 +1.085934202644248670e+00 +1.320924391152451527e+00 +1.185159830219609578e+00 +2.466884121916125938e+00 +1.419647963067725893e+00 +1.261188846375943751e+00 +1.438970875634247415e+00 +1.124141117127866130e+00 +1.307074127148873499e+00 +1.551267115932860818e+00 +1.886299678049690343e+00 +1.326038283327426015e+00 +1.408346261996705762e+00 +1.343601222499134940e+00 +1.498649981679846643e+00 +1.325986244270647818e+00 +1.509970247743246397e+00 +1.718350255313161545e+00 +1.262569205157709540e+00 +1.326145119470662381e+00 +1.451521395783261781e+00 +1.736065195998487631e+00 +1.463200907801099238e+00 +1.393083296490177370e+00 +1.388170061398355637e+00 +1.365834426950542024e+00 +1.321487152657208952e+00 +1.281542826034120397e+00 +1.383492674377067022e+00 +1.316306445428690575e+00 +1.310923097289901751e+00 +1.385269735173910499e+00 +1.262943356780420912e+00 +1.339610238316107038e+00 +1.882189680878092686e+00 +1.306897916293687789e+00 +1.319931840329539918e+00 +1.369232643785129877e+00 +1.297440612000617444e+00 +1.223504104911060875e+00 +1.286761287970027645e+00 +1.326038283327426015e+00 +2.945617800861978886e+00 +1.933996140566406563e+00 +1.466472426815202290e+00 +1.484931636659535314e+00 +1.239151747510972568e+00 +1.074033272912661818e+00 +1.736263705481148056e+00 +1.172087083525691797e+00 +1.320420614129746983e+00 +1.701175136396789966e+00 +1.120131382051222646e+00 +1.792510451371742475e+00 +1.368305507143519062e+00 +1.449817133381845924e+00 +1.660487937547167725e+00 +1.759624314420665137e+00 +1.200890752074317280e+00 +1.340946768346728657e+00 +1.368248157258395103e+00 +1.275827270023823790e+00 +1.767000661096608471e+00 +1.248330708951585599e+00 +1.393667617486944454e+00 +1.187442444611005676e+00 +1.900060133837996101e+00 +1.263684981098190940e+00 +1.328615021212240732e+00 +1.198711770391108766e+00 +1.720019597568592129e+00 +1.461612304817140995e+00 +1.445952987735753315e+00 +1.118421747963652457e+00 +1.677098900072484522e+00 +1.233478483222190558e+00 +1.962165045183890788e+00 +1.986672546794890692e+00 +1.336669194444566999e+00 +1.273759087566652681e+00 +1.249554530116971929e+00 +1.158039039505555978e+00 +1.281103240180382352e+00 +1.606793086959942718e+00 +1.163257992224336901e+00 +1.615600594004737545e+00 +1.695091233265135999e+00 +1.595439957674479992e+00 +1.577864268506325329e+00 +1.687561100543155002e+00 +1.537707338256494971e+00 +1.582579580017929644e+00 +1.375381387255774523e+00 +1.875819655402457986e+00 +1.433761069094162455e+00 +1.524504242425538836e+00 +1.539797873057788591e+00 +1.252472287540992824e+00 +1.873098008693739880e+00 +1.316206190201544501e+00 +1.725140237270211818e+00 +1.609683424291844300e+00 +1.320674278841359905e+00 +1.569646667377059046e+00 +1.381455787836153304e+00 +1.228039612482890508e+00 +1.375051804490301066e+00 +1.765313685454580339e+00 +1.304871917013933125e+00 +1.306886601341337606e+00 +1.232658153060250061e+00 +1.253197151845148127e+00 +1.972429247917212747e+00 +1.351163595999085532e+00 +1.332351126878186909e+00 +1.381168689887092071e+00 +1.449848166233850044e+00 +1.483581457214178112e+00 +2.820876155599084001e+00 +1.511327590588364744e+00 +1.767831460148092004e+00 +1.331557655824473274e+00 +1.376917716849498374e+00 +1.412458384470093975e+00 +1.534157909616439719e+00 +1.827539205516722332e+00 +1.418308556635404116e+00 +1.622005833087313720e+00 +1.595739460951630218e+00 +1.584609617579002538e+00 +1.967651909803080468e+00 +1.790166130577153680e+00 +1.374709775021723424e+00 +1.480502565463138298e+00 +9.885905890906679927e-01 +1.674726207118189647e+00 +1.473842349813262675e+00 +1.530562413285891710e+00 +1.462667661484127857e+00 +1.711820273379325297e+00 +1.903564797156603206e+00 +1.485174019874493823e+00 +1.095147200249779074e+00 +2.822598752618929119e+00 +1.516319938773652121e+00 +1.302081348473159483e+00 +1.323483553622544218e+00 +1.818431319545171121e+00 +1.286940694381525363e+00 +1.494265446692215837e+00 +1.333488333313159302e+00 +1.273885546981319727e+00 +1.360113389470197331e+00 +1.899022769000897615e+00 +1.283300682305190898e+00 +1.445994710426746321e+00 +1.127513537079968486e+00 +1.466178270069982359e+00 +1.355835582741789613e+00 +1.421215330326001780e+00 +1.520036093243837705e+00 +1.600045355165845340e+00 +1.351481426138862574e+00 +1.302143247990835917e+00 +1.455128659315480633e+00 +1.320558919996742908e+00 +1.720529769439128609e+00 +2.033802029441281078e+00 +1.408003035496432132e+00 +1.707862253438378497e+00 +1.538328309895927282e+00 +1.646232338034151921e+00 +1.632047593900485261e+00 +1.536190698034993529e+00 +1.328710564244487413e+00 +1.312081443028266570e+00 +1.023248240608121584e+00 +1.317002790172123294e+00 +1.517853709105119187e+00 +1.183491751732259178e+00 +1.441256364185333760e+00 +1.373894023446105228e+00 +1.257256458038111369e+00 +1.553175469692153143e+00 +1.326038283327426015e+00 +1.741465711115062875e+00 +1.319078190542871454e+00 +1.402057538484013710e+00 +1.651263347239770640e+00 +1.107833839228044681e+00 +1.162596392561750847e+00 +1.445508332589857670e+00 +1.477982564167736879e+00 +1.551157540757608810e+00 +1.350308644931043744e+00 +1.711568979495099674e+00 +1.439965330555203371e+00 +1.482986927570220548e+00 +1.377548922690966515e+00 +1.711568979495099674e+00 +1.299812125989484146e+00 +1.417664740147361657e+00 +1.521262462589716646e+00 +1.575349094384401960e+00 +1.202848201368138747e+00 +1.349912314904020860e+00 +1.328368379768454677e+00 +1.271048505203438594e+00 +1.431648873548245549e+00 +1.634244179146844278e+00 +1.232651007802655130e+00 +1.421479049493215019e+00 +1.111539520356594091e+00 +1.295642629429522907e+00 +1.859558621593490946e+00 +1.591791081104432681e+00 +1.205639286106689134e+00 +1.472714752307950237e+00 +1.736908858454075277e+00 +1.348163365129890101e+00 +1.434717119545806607e+00 +1.219736699010219194e+00 +1.356051121229761458e+00 +1.327022712262060145e+00 +1.255337560582219680e+00 +1.264726652192641909e+00 +1.738470463212503425e+00 +1.297205119861946532e+00 +7.360211004241586918e-01 +1.272606446093546229e+00 +1.406720751804074521e+00 +1.720529769439128609e+00 +1.404579456736592569e+00 +1.247697726886919600e+00 +1.752094473236660566e+00 +1.282181631399374577e+00 +1.223454370133760793e+00 +1.734214054563501417e+00 +1.520219134685875551e+00 +1.331132096516515873e+00 +1.677068979027803719e+00 +1.603018308105913725e+00 +1.577865486680210871e+00 +7.355702643988482059e-01 +1.423933988076670376e+00 +1.183994941683948143e+00 +1.833610579723216283e+00 +1.345034057362517244e+00 +1.424628962222227013e+00 +1.538328309895927282e+00 +3.507444414940171118e+00 +1.693699789381004406e+00 +1.863983946452088869e+00 +2.296686315857746852e+00 +1.604872902268714041e+00 +1.587822932901810757e+00 +1.289729733773478104e+00 +1.332154012369197726e+00 +1.290544695673458087e+00 +1.869491208979898511e+00 +2.609634459426812381e+00 +2.541822855601193698e+00 +3.155742303543827898e+00 +1.327812850280720935e+00 +1.258604700242054619e+00 +1.338726494678607271e+00 +1.228470071436219113e+00 +1.211974735854255414e+00 +1.265553829388584184e+00 +1.443880517533374652e+00 +1.269991174065988826e+00 +2.004576378056493358e+00 +1.306594887652354320e+00 +1.443880517533374652e+00 +1.087389202337674554e+00 +1.227696496269683912e+00 +1.414181527569978059e+00 +1.332638711049478397e+00 +1.514992344560270876e+00 +1.285253803648361615e+00 +1.340594778730289427e+00 +1.304870607797889104e+00 +1.579343870170266673e+00 +1.317700237236405947e+00 +1.371000638654074288e+00 +1.206630563183607618e+00 +1.333791221597057319e+00 +8.954143981739975944e-01 +1.675061736666780154e+00 +1.485907192294066981e+00 +1.455622451144926721e+00 +1.558363538654730984e+00 +1.756017842882489299e+00 +1.426625594619981729e+00 +1.893353413254983186e+00 +1.138143082625336033e+00 +1.233478483222190558e+00 +1.668401766454946200e+00 +1.277118950528061569e+00 +1.249564284052011365e+00 +1.893905151874902826e+00 +1.219736699010219194e+00 +1.292541077017573370e+00 +1.135369257238663554e+00 +1.388675535301200359e+00 +1.432482691228054383e+00 +2.742660406702265075e+00 +1.459969264362532160e+00 +1.224674233239566146e+00 +1.319353538833577977e+00 +2.323760493272513550e+00 +1.410503396026170808e+00 +1.670659090532621960e+00 +1.334992609552891007e+00 +1.309894105075202431e+00 +1.563846854039006917e+00 +1.756708600133520148e+00 +1.316473636799196045e+00 +1.633924333147363850e+00 +1.647901195688859843e+00 +1.823911626958380605e+00 +1.340105818857448616e+00 +1.335553682698169986e+00 +1.411539750197776000e+00 +1.233478483222190558e+00 +1.436569307473303914e+00 +1.425162664242549448e+00 +1.253729813444296681e+00 +1.477384776744107953e+00 +1.483386587892784325e+00 +1.634416853390001867e+00 +1.433567551595324119e+00 +1.379584712827466753e+00 +1.285746733888152749e+00 +1.443222610428821717e+00 +1.256432430282894641e+00 +1.548506471096314341e+00 +1.517263761381786091e+00 +1.054912403411366606e+00 +1.364403165139172147e+00 +1.333309701712174666e+00 +1.219731153245280586e+00 +1.412564034116901679e+00 +1.289787918506534625e+00 +1.312859163515484040e+00 +1.239242408035592158e+00 +1.886556430161335784e+00 +2.333307177556967371e+00 +1.381600041946989599e+00 +1.418407730263240740e+00 +1.778990568873186850e+00 +1.235578187952807827e+00 +1.179670387851308622e+00 +1.216839710588978551e+00 +1.371370538101762904e+00 +1.822180867134211235e+00 +1.572215829245527274e+00 +2.374569283651319918e+00 +1.173283658666627094e+00 +1.180408535815440585e+00 +2.643975157361832196e+00 +1.688992689726671159e+00 +1.502883423926149709e+00 +1.275170504659664639e+00 +1.235440928515685544e+00 +1.695373054382230738e+00 +1.141046669065063579e+00 +1.284974696313179177e+00 +1.607531315260287474e+00 +1.255149136830931988e+00 +1.429526290334995897e+00 +1.691957914194891055e+00 +1.233447790155623336e+00 +1.392682317084412036e+00 +1.426974438168940873e+00 +1.295245101440519520e+00 +1.690690924757564995e+00 +1.375182242005652311e+00 +8.126728531809577216e-01 +1.652591474885189538e+00 +1.227907763570547095e+00 +2.723526117171743088e+00 +1.334093318071900791e+00 +1.809143089161328488e+00 +1.233478483222190558e+00 +1.399734257831027895e+00 +1.360848463178010226e+00 +2.025466214198999193e+00 +1.394554380929811099e+00 +1.286315750779128075e+00 +1.510340575997953128e+00 +1.320125781352001537e+00 +1.654032049360637080e+00 +1.677279776521728216e+00 +1.340284110794711214e+00 +1.254301212481047978e+00 +1.483377605408148447e+00 +1.580333503743444279e+00 +2.019257528807777202e+00 +1.353884444718557178e+00 +1.367338452701781559e+00 +1.458117559138473629e+00 +1.359263587899526060e+00 +2.107074409534051007e+00 +1.179670387851308622e+00 +1.276659644550537598e+00 +1.599865899978287542e+00 +1.281301924622222144e+00 +1.269634900830541868e+00 +1.529374742909296980e+00 +1.388281438644693999e+00 +1.390826978290664151e+00 +1.290052984356742760e+00 +1.233478483222190558e+00 +1.172567192032378802e+00 +1.481385237351598549e+00 +2.164446214065715246e+00 +1.455493267345023822e+00 +1.418058260429391648e+00 +1.329417743145042241e+00 +1.263191943207631063e+00 +1.530562413285891710e+00 +1.392537726112822449e+00 +1.424897138649194428e+00 +1.470011609275645892e+00 +2.228309512634474743e+00 +1.455933827483598897e+00 +1.396217428662268167e+00 +1.441139635233253724e+00 +1.618107349147539509e+00 +1.336917015733058323e+00 +1.287861703183361017e+00 +1.481223868656616816e+00 +1.396829449192224182e+00 +1.359849857519652039e+00 +1.223504104911060875e+00 +1.326038283327426015e+00 +2.044341318321448497e+00 +2.330895685289272823e+00 +1.390090480098512771e+00 +1.086334268479739240e+00 +1.361692339809848384e+00 +1.810697704914434825e+00 +1.314103223091729333e+00 +1.347960577940306104e+00 +1.707294107877833200e+00 +1.155866766167520154e+00 +1.304871917013933125e+00 +1.314677272022452881e+00 +1.319032960108299735e+00 +3.106631726701610585e+00 +2.196891261005994966e+00 +1.332919087016295911e+00 +1.774507192863308713e+00 +1.361981955267516309e+00 +1.905470708195266871e+00 +1.350267066975413988e+00 +1.485682945181108883e+00 +1.326055436879286065e+00 +1.772079077555119841e+00 +1.252559156043430821e+00 +3.629308200548631458e+00 +1.433248981447164949e+00 +1.547662651743172635e+00 +1.386071414422601178e+00 +1.347590140661755420e+00 +1.507364726140090205e+00 +1.288760627655094693e+00 +1.419846612613936410e+00 +2.387989168737345569e+00 +2.196192993609221933e+00 +1.387212573357283762e+00 +1.534874246535918196e+00 +1.440878999367348978e+00 +1.493173487068734540e+00 +1.233478483222190558e+00 +1.349912314904020860e+00 +1.319656966598625525e+00 +3.239321240460482976e+00 +1.593172740980126845e+00 +1.360291099156121231e+00 +1.874408199647773721e+00 +1.757401822580504813e+00 +1.329349176680167943e+00 +1.238204439335607088e+00 +1.228385961612422861e+00 +1.262554872785472515e+00 +3.018115881256394406e+00 +1.290109326916965005e+00 +1.248929499579765290e+00 +1.166616504649476527e+00 +1.598704273734986137e+00 +1.331272655225277601e+00 +1.326214753670842406e+00 +1.704665377648598268e+00 +1.833884332974599074e+00 +1.387748171299227229e+00 +1.323015206911025254e+00 +2.384740952194885910e+00 +1.235869996070535715e+00 +1.505703543774617348e+00 +1.290248925770719035e+00 +1.451253221727643039e+00 +1.130316671574782106e+00 +1.110291653049696903e+00 +5.296645535676062222e-01 +1.512193020669170940e+00 +1.385945906056824439e+00 +1.575519466700581184e+00 +1.947515759356447163e+00 +1.293069664675031927e+00 +1.511255903972106518e+00 +1.248910925266755179e+00 +1.247068351575141953e+00 +1.367270427712671044e+00 +2.072285104129522715e+00 +1.514498648855957530e+00 +1.930205118108418105e+00 +1.154461821764535490e+00 +2.534638975195524058e+00 +1.301042953392244295e+00 +1.270114133304101056e+00 +1.253917007003406470e+00 +1.643316822222078644e+00 +1.426390202262321605e+00 +1.269084455077210682e+00 +1.735530401420419366e+00 +1.591344145296051948e+00 +1.608182591163453523e+00 +1.369329185031523011e+00 +1.363354797686837427e+00 +2.262734352705395136e+00 +1.054642856056846600e+00 +1.577415672521466306e+00 +1.410579869104622963e+00 +1.551429996523500110e+00 +1.406720751804074521e+00 +1.648525311595475884e+00 +1.604190710624711524e+00 +1.134111600368053363e+00 +1.499116149654602159e+00 +2.221693293368494082e+00 +2.351284371142921437e+00 +2.463816107549672285e+00 +1.235630833944135087e+00 +1.309993678248342119e+00 +1.457830838446748434e+00 +1.255308547916906603e+00 +1.806918798650503089e+00 +1.189936499890691390e+00 +1.458381963418067473e+00 +1.575935948127999531e+00 +1.127452920884829624e+00 +1.378139203444119554e+00 +1.744011286928251581e+00 +1.365225214080428628e+00 +1.639889115553939902e+00 +1.135526466340669005e+00 +1.561038277135250674e+00 +1.286322135673565015e+00 +1.332597600678930183e+00 +1.466807984467413561e+00 +1.370701196649742215e+00 +1.417113059094336824e+00 +1.285138644461355062e+00 +1.251370743385958439e+00 +1.339808218166804732e+00 +1.278532375655885511e+00 +1.233478483222190558e+00 +1.317142906986118245e+00 +1.441104210777226502e+00 +1.536260037946599155e+00 +1.371530471224545078e+00 +1.668889081497293203e+00 +1.331183858458042657e+00 +2.370063709116786654e+00 +1.918249205315242678e+00 +1.805041143150455385e+00 +1.845782656733826910e+00 +1.907243506832550839e+00 +1.289043964443881363e+00 +1.314087825035137547e+00 +1.705259016893555080e+00 +1.654539063803027954e+00 +1.477902653872604777e+00 +1.315121044612187262e+00 +1.323058623341871520e+00 +1.339832544598553277e+00 +1.381532809322976174e+00 +1.594839122331044301e+00 +1.346933849391628968e+00 +1.806720160976434952e+00 +1.526826551670350529e+00 +1.640477435780217430e+00 +1.274978478934398085e+00 +1.323799417375871368e+00 +1.198553035406223266e+00 +1.413904660297365279e+00 +1.493285889933328558e+00 +1.357876720265074555e+00 +1.399214598032112900e+00 +1.676660615605370053e+00 +1.856187134372108805e+00 +1.808018286859466084e+00 +1.976798850906904770e+00 +1.343697357671541193e+00 +1.340205690942014805e+00 +1.349697234072707808e+00 +1.669039590534704187e+00 +1.322741750331351884e+00 +1.901589060948258636e+00 +1.555679197779302747e+00 +1.317003958994204638e+00 +1.413693032575503272e+00 +1.654101524741918627e+00 +1.504267708110324842e+00 +2.075580968910704982e+00 +1.275986445788366064e+00 +1.628469812808847283e+00 +1.314085472790735842e+00 +1.680215297067868541e+00 +1.496592200596308819e+00 +1.353254633388448536e+00 +2.175503993862776486e+00 +1.363566062964304715e+00 +1.483423761554157672e+00 +1.331253609500034019e+00 +2.034719184060744812e+00 +1.389978092352146088e+00 +2.657145892047375391e+00 +1.441882934248842174e+00 +1.406290817735265319e+00 +1.255958103571420237e+00 +1.570469326925732156e+00 +1.190664337182999466e+00 +1.566371217771494129e+00 +1.473508497731159439e+00 +1.745903625278967031e+00 +1.293006513611939301e+00 +4.713814046904437838e+00 +1.299774758394129259e+00 +1.393316966667547563e+00 +1.366018552417104015e+00 +1.233478483222190558e+00 +1.398968763104863289e+00 +1.552693514806628095e+00 +1.318296403000399630e+00 +1.154461821764535490e+00 +1.100534883311417689e+00 +1.257684882316483677e+00 +1.201998730395919424e+00 +1.542121402503892513e+00 +1.391441755298772787e+00 +1.428630719312914188e+00 +2.186030856111260690e+00 +1.367569194263984489e+00 +1.201231303998171018e+00 +1.303660551130077838e+00 +1.530562413285891710e+00 +1.323060885855827262e+00 +1.506589725017201786e+00 +1.387415318671131104e+00 +1.655829992483042856e+00 +1.409712452486061585e+00 +1.179670387851308622e+00 +1.361548360771419164e+00 +1.484343920118354587e+00 +1.749398292513000053e+00 +1.314424775479484664e+00 +1.412311255980963853e+00 +1.386844730616693999e+00 +1.371004638096820383e+00 +1.751183451243264688e+00 +1.275232366116658911e+00 +1.227364275948549244e+00 +1.517453738831958221e+00 +3.887204153983792931e+00 +1.364708993275660198e+00 +1.312173123091489924e+00 +1.831558157595027492e+00 +1.492956917484624668e+00 +2.052136204477242654e+00 +1.457294107833891239e+00 +1.177692303926465733e+00 +1.354918934630592764e+00 +1.511255903972106518e+00 +2.562519771092478749e+00 +1.147812042452511783e+00 +1.272242130070118327e+00 +1.621976464136695162e+00 +1.701754928488251606e+00 +1.367659516493195282e+00 +1.439081115460582483e+00 +1.490715162582794573e+00 +1.203360723114392794e+00 +1.731981361746269599e+00 +2.026101916031837646e+00 +1.797912042928601739e+00 +1.460657828033115946e+00 +1.539202546852822984e+00 +3.344179982443714394e+00 +2.011363152285413847e+00 +1.359268828124515993e+00 +1.100043452194491733e+00 +1.563427384946656895e+00 +1.185299021799218533e+00 +1.366255772779713773e+00 +2.463816107549672285e+00 +1.290148386300903116e+00 +1.489470585294695226e+00 +1.673490765650481382e+00 +1.266039201428434069e+00 +1.272718658231106970e+00 +1.649044966834438464e+00 +1.127968094568148061e+00 +1.297698365132166742e+00 +1.456198662418631606e+00 +1.381168689887092071e+00 +1.061607212051561611e+00 +1.293101871547263526e+00 +1.517542756512808122e+00 +1.258051659186312454e+00 +1.289181814593976849e+00 +1.824151652031518855e+00 +8.126728531809577216e-01 +1.446951924321046246e+00 +1.395332231913387844e+00 +1.325095132032139578e+00 +1.624323053722941168e+00 +1.349838196148880121e+00 +3.496971090506320046e+00 +1.301013976106143222e+00 +1.233478483222190558e+00 +1.497131251893146997e+00 +1.310829618730385837e+00 +1.394570917581236635e+00 +1.943242271907438257e+00 +2.954046428217044884e+00 +1.286761287970027645e+00 +1.449056988444548555e+00 +1.465330932048611201e+00 +1.300334848715468006e+00 +1.933204283908738441e+00 +1.321160494980918143e+00 +1.450824014176446131e+00 +1.642368613873601113e+00 +1.429026658608371303e+00 +1.285405544766321295e+00 +1.331668431938367592e+00 +2.142294572236378869e+00 +1.261494866250407298e+00 +1.415442486987731119e+00 +1.309310388887027443e+00 +1.515652133069193441e+00 +1.251003422650691199e+00 +1.673159193443334747e+00 +1.584951868633720728e+00 +1.342745674990718729e+00 +1.741085522098534399e+00 +1.491595204383313833e+00 +1.321695979304904789e+00 +1.442171861263617405e+00 +1.407231168988604786e+00 +1.548506471096314341e+00 +1.400162128425265440e+00 +1.361378179177003878e+00 +1.313895163975787650e+00 +1.290632945335649095e+00 +1.320340176413866029e+00 +1.433911909024596421e+00 +2.063375517547993976e+00 +1.306906941377367959e+00 +1.416133243108261164e+00 +1.275057538389257505e+00 +1.894562750178670818e+00 +1.349912314904020860e+00 +1.521262462589716646e+00 +1.448033008462530802e+00 +1.400894444284787044e+00 +1.362211294733388200e+00 +1.311497862574876550e+00 +1.294245349081084573e+00 +1.262122759997934551e+00 +1.408400854244086231e+00 +1.382726374184841456e+00 +1.526383312833699213e+00 +2.172368193129121217e+00 +1.521941916775630954e+00 +1.453342719779981529e+00 +1.473459228762167283e+00 +1.464278903675758414e+00 +1.520716804505052533e+00 +1.437693011823882427e+00 +1.418906565729081803e+00 +1.813863339225058713e+00 +1.227907763570547095e+00 +1.790793519855323312e+00 +1.110384188493007018e+00 +1.381234498768494579e+00 +1.475712803632504011e+00 +1.843120346011275501e+00 +1.253729813444296681e+00 +1.354454613322472190e+00 +1.701702992496159528e+00 +1.503753676738918799e+00 +1.433192005203133723e+00 +1.348004281367501056e+00 +1.310716112657665189e+00 +1.665178671687646439e+00 +1.469044536064922024e+00 +1.368794604657054936e+00 +1.448348023277144625e+00 +1.937353014322693356e+00 +1.516244459777559062e+00 +1.080276587240487585e+00 +1.530464875033015204e+00 +1.260907203292520151e+00 +1.367247629889962734e+00 +1.391227251766963935e+00 +1.624724063005693386e+00 +1.544391738000195025e+00 +1.327787416995624525e+00 +1.384695948530470844e+00 +1.720529769439128609e+00 +1.567324042099703441e+00 +1.298596878470910987e+00 +1.391724035527862391e+00 +2.204932746929186393e+00 +1.338242218400505834e+00 +1.343422627283484827e+00 +1.312488763384016544e+00 +1.519317946524579188e+00 +1.331852103513884833e+00 +1.343205508143070714e+00 +1.426087845628161155e+00 +1.770357299050068445e+00 +1.280720773976780524e+00 +1.302534971211722459e+00 +1.269644437212495758e+00 +1.611203185521076220e+00 +1.711608544599438897e+00 +1.394892464677605304e+00 +1.296479336543575611e+00 +1.980852451100162837e+00 +1.331661503780163791e+00 +1.346735616479488584e+00 +1.759120543786982571e+00 +1.259666325098410811e+00 +1.331661503780163791e+00 +1.370659522251278961e+00 +1.998501123965519710e+00 +1.461407579054263328e+00 +2.283809424110882169e+00 +1.582605813832280051e+00 +1.352351786804883105e+00 +1.233478483222190558e+00 +1.331661503780163791e+00 +1.429035311723779955e+00 +1.563602940750698833e+00 +2.011183680043226563e+00 +1.423987102607440658e+00 +1.352742253762903690e+00 +1.518146391502597892e+00 +1.445575970846606717e+00 +1.447384409885329681e+00 +1.378299794989718885e+00 +1.271044698849656429e+00 +1.404037287787667232e+00 +1.166964237475938582e+00 +1.620815244038605440e+00 +1.383492674377067022e+00 +1.426837504228560372e+00 +1.309668493571753078e+00 +1.320905221454764966e+00 +1.263667786217620659e+00 +1.762689230518302619e+00 +1.273973600498830017e+00 +1.533291324225126262e+00 +2.889726303992946832e+00 +1.406943180326741372e+00 +1.337128643672508055e+00 +2.261848497646578249e+00 +1.373986404023947783e+00 +1.750178098451692810e+00 +1.285352213091333962e+00 +1.433538320237087937e+00 +1.208912836830178028e+00 +1.389832660621822535e+00 +1.507216433654006371e+00 +1.517415015301144088e+00 +1.257991776977915421e+00 +1.329417743145042241e+00 +1.304627218598062299e+00 +1.224855299511510731e+00 +1.263205084696528591e+00 +1.518957375536770016e+00 +2.679560601295017719e+00 +1.449202892013130795e+00 +1.228519896936331790e+00 +1.642147224860339927e+00 +1.542504631227328060e+00 +1.387870746350028828e+00 +1.475942542935480661e+00 +1.090483460177461339e+00 +1.409228934165001945e+00 +1.772485189393389504e+00 +2.288454146020201918e+00 +1.402290590862038888e+00 +1.583764255078806471e+00 +1.313094344111556788e+00 +1.398802671918703888e+00 +1.509760546891867339e+00 +1.354854000722809593e+00 +1.522391293651668809e+00 +1.504836388894050803e+00 +1.071117777189339204e+00 +1.718147251980953527e+00 +1.957203046675379809e+00 +1.407425177878245393e+00 +1.686493080751101381e+00 +1.670659090532621960e+00 +1.609746431783210419e+00 +1.609418444391185865e+00 +1.360936675241752436e+00 +1.833643527526664929e+00 +2.692167737383352577e+00 +1.264006616170609609e+00 +1.127452920884829624e+00 +1.437617745170642891e+00 +1.394015641544611217e+00 +1.291439370697426536e+00 +2.172231021301630260e+00 +1.313122554660809627e+00 +1.338938524085981907e+00 +1.323041144189132989e+00 +1.408201069976608988e+00 +1.286406228030663401e+00 +1.349967669610747212e+00 +2.034719184060744812e+00 +1.318176571878568737e+00 +1.310017382887709303e+00 +1.351525381686319083e+00 +1.665809912500150647e+00 +1.264605007146945015e+00 +1.764220243691384526e+00 +2.081229080930922404e+00 +1.590170683424108056e+00 +1.371068014579456706e+00 +1.256454839960146508e+00 +2.206417489831748568e+00 +1.410097796192900654e+00 +1.606702646023592918e+00 +3.933474033140350823e+00 +1.587781681379645704e+00 +1.315770898170806724e+00 +1.065005647371922937e+00 +1.305463945427269401e+00 +2.172231021301630260e+00 +1.698889435916821400e+00 +1.397620185647191260e+00 +1.239227960121853434e+00 +1.533578020967579780e+00 +1.381234498768494579e+00 +1.400986357756490053e+00 +3.287680210290400584e+00 +1.099289483156978608e+00 +1.158612706391277891e+00 +1.953700329178633899e+00 +1.312452121699460683e+00 +1.206252812090088833e+00 +1.098711034291263600e+00 +1.371836554417525278e+00 +1.500025882513552622e+00 +1.143216160398473402e+00 +1.365986476112493353e+00 +1.407425177878245393e+00 +1.336160217185279775e+00 +1.382070801565620011e+00 +1.772379343386939921e+00 +1.325014985675171841e+00 +1.472060325235288181e+00 +1.347587427839513463e+00 +1.820464560714508906e+00 +1.450242354389439381e+00 +1.336160217185279775e+00 +1.350972283120599249e+00 +1.312767026648172353e+00 +1.662434072423908171e+00 +1.276231569166960123e+00 +1.880805366099687292e+00 +1.845434660585239195e+00 +1.441856846894569166e+00 +1.321487152657208952e+00 +1.420735632076407073e+00 +1.574299257292163912e+00 +1.371620159364026481e+00 +2.027505633228394277e+00 +1.750648729695003514e+00 +1.805041143150455385e+00 +1.451842139019526190e+00 +1.278268577331606481e+00 +1.130265190453795920e+00 +1.407827393443375597e+00 +1.423720839565405516e+00 +1.638394116033370373e+00 +1.212531105682037591e+00 +1.638123938903412569e+00 +1.962922040508671806e+00 +1.404522386143919332e+00 +1.375296761594106520e+00 +1.337630578030258865e+00 +1.481921184900830024e+00 +1.756091267989586369e+00 +1.309008196788848055e+00 +1.354892122192072224e+00 +1.335960939368906031e+00 +1.463416259330675206e+00 +1.496320978648751687e+00 +1.331842631752041095e+00 +1.342864846275999779e+00 +1.373110238912420122e+00 +2.219127418344844838e+00 +1.259666325098410811e+00 +1.270249976290440674e+00 +1.654101524741918627e+00 +1.291842876900534343e+00 +1.264656262658783392e+00 +1.727557428449726151e+00 +1.331769071755944722e+00 +1.351449047807465664e+00 +1.562485522804006211e+00 +1.349272112192891671e+00 +1.751183451243264688e+00 +1.356565282900941583e+00 +1.286171924635795216e+00 +1.749337601783277574e+00 +1.198391151523799492e+00 +1.551924824029655037e+00 +1.361552046982539510e+00 +1.354771329291578175e+00 +1.544806496405140228e+00 +1.360516987428577851e+00 +1.303425359028798081e+00 +1.245714034942593251e+00 +1.944825537748854805e+00 +1.364066148134316814e+00 +1.367189227737081847e+00 +1.308566642838987937e+00 +1.619996700694178671e+00 +1.359039004579298604e+00 +1.180822221269398620e+00 +1.313894011736617573e+00 +1.108193464667626582e+00 +1.235105998218012813e+00 +1.547026143332428827e+00 +1.313391435003245178e+00 +1.621021157982295291e+00 +1.743206689867156323e+00 +1.188572682347309284e+00 +1.400132703492912967e+00 +1.447680531782921776e+00 +1.310912433438137459e+00 +1.491390175616159164e+00 +1.249204221281370986e+00 +2.945495158992662788e+00 +1.353009780615381130e+00 +2.421881751290374751e+00 +1.365367685096472883e+00 +1.598880262583377787e+00 +1.086205340166081834e+00 +1.302636929364687557e+00 +1.238166079003643283e+00 +1.342176945526146969e+00 +1.265086316100342723e+00 +1.185156238082085478e+00 +1.845136071582657245e+00 +1.355248123243921299e+00 +1.247059442673264629e+00 +2.356779833288712656e+00 +1.384761537051195646e+00 +1.413874519640632377e+00 +1.517853709105119187e+00 +1.118715439849568671e+00 +1.199609596927996291e+00 +1.847823049348997326e+00 +1.521421722777078323e+00 +1.784430761806551358e+00 +1.384398721331611126e+00 +1.666334315087366180e+00 +1.292708643306409222e+00 +1.701754928488251606e+00 +1.254188639491095492e+00 +1.413538295232453557e+00 +1.365375915607083712e+00 +1.471271243481658608e+00 +1.609418444391185865e+00 +1.423522564384855471e+00 +1.701754928488251606e+00 +1.899504474590522296e+00 +1.232658153060250061e+00 +1.791757598731560153e+00 +1.435012740858100377e+00 +2.348092230320896867e+00 +1.559381370201021966e+00 +1.235237722967997831e+00 +1.286194727928732684e+00 +1.472051697963752348e+00 +3.507444414940171118e+00 +1.359173822357461869e+00 +1.622595004356142567e+00 +2.267893280326773731e+00 +1.251638628643965356e+00 +1.565614189704215509e+00 +1.235436412022465680e+00 +1.261908906918786100e+00 +1.308167020379207734e+00 +1.220606971994784073e+00 +1.566371217771494129e+00 +1.647500080827513314e+00 +1.562878041177539146e+00 +1.890441686591467052e+00 +1.720529769439128609e+00 +1.315133151612762008e+00 +1.266244305033978446e+00 +1.336527102744365481e+00 +1.364659532934947572e+00 +1.357143519685215072e+00 +1.578193922835944063e+00 +1.272950239651436499e+00 +1.711568979495099674e+00 +1.747293799152503269e+00 +1.620773824915115346e+00 +2.039847129989434737e+00 +1.414327417940624443e+00 +1.317569176114893770e+00 +1.383153308384756697e+00 +1.734282645294504377e+00 +3.012767599707030453e+00 +1.228278226976534437e+00 +1.377937486826746216e+00 +1.394124721670603417e+00 +1.328615021212240732e+00 +1.434667025951358532e+00 +1.629918995399712633e+00 +1.527596444652845387e+00 +1.167893786571462034e+00 +2.245083419275357706e+00 +1.347587427839513463e+00 +1.284257164527406125e+00 +1.597498510725983367e+00 +1.239499861558913674e+00 +1.853515495429549409e+00 +1.219736699010219194e+00 +1.342769667645401066e+00 +1.232744628982627377e+00 +1.233478483222190558e+00 +1.574868416537156257e+00 +1.833284696599411845e+00 +1.501204883714939209e+00 +1.327590547194797965e+00 +8.126728531809577216e-01 +1.292155060079003492e+00 +1.870689744976910207e+00 +1.530562413285891710e+00 +1.238953947102963804e+00 +1.517542756512808122e+00 +1.542881123011178301e+00 +1.464167391825792697e+00 +1.413626500131602848e+00 +1.549955949164375513e+00 +1.509227617305604285e+00 +1.338376354067642771e+00 +1.409264653620656782e+00 +1.566371217771494129e+00 +1.745235173825185893e+00 +1.305035958364518800e+00 +1.284354112329077369e+00 +1.371905595520273469e+00 +1.444125628944298967e+00 +1.318371373677283964e+00 +1.402921161458339894e+00 +1.325345443470022255e+00 +1.344141473490104932e+00 +1.996966643205931424e+00 +1.532602141429934672e+00 +1.666301384368357619e+00 +1.330360542076253649e+00 +9.419345813496475817e-01 +1.640918214951778253e+00 +1.347860868638520504e+00 +1.221183500046918446e+00 +1.507400442029775745e+00 +1.291099630681316057e+00 +1.340484988899731444e+00 +1.678047645784940034e+00 +1.242898638574044590e+00 +1.697467116467537007e+00 +1.341588552928742795e+00 +2.115994031786877283e+00 +1.394200160461787519e+00 +1.248346859372825080e+00 +1.314298345672159529e+00 +1.547809898770552861e+00 +1.225649905141306562e+00 +1.816289271688949158e+00 +1.971732207280393334e+00 +1.342526775240954207e+00 +1.280568026451872621e+00 +1.349147332413105360e+00 +1.396350657346805635e+00 +1.566371217771494129e+00 +1.423272096255929098e+00 +1.331685919818593078e+00 +1.873444211296200201e+00 +2.501762528583246326e+00 +1.428824212035452401e+00 +1.374192298430849002e+00 +1.349144480951125047e+00 +1.387510089547314474e+00 +1.475285450855718050e+00 +1.332798076652002672e+00 +1.387754736826413371e+00 +1.239325871752162911e+00 +1.285234918551419359e+00 +1.827583763631233316e+00 +1.433761069094162455e+00 +1.427581669220157945e+00 +1.397923857091713407e+00 +2.591733730176494443e+00 +1.813877622347572327e+00 +1.357393796879075021e+00 +1.258978641384836505e+00 +1.819581397722545235e+00 +1.454839835499645684e+00 +1.280491073751785169e+00 +1.428542462560730586e+00 +1.452767339628709520e+00 +1.219736699010219194e+00 +1.266860948396132391e+00 +1.753814611723905736e+00 +2.032843177563286030e+00 +1.318224345229213945e+00 +2.787894186963401744e+00 +1.696190921384266304e+00 +1.283315248089835325e+00 +1.192181490527030707e+00 +2.344036490031567777e+00 +1.696604398062666386e+00 +1.355248123243921299e+00 +1.727885414232443795e+00 +2.599338977402159578e+00 +1.338516796953792332e+00 +1.303806966610111306e+00 +1.629068284493460084e+00 +2.012016684423652002e+00 +1.331661503780163791e+00 +1.680169415417568590e+00 +1.239889261423178679e+00 +1.836614523140654764e+00 +1.426730509890876242e+00 +1.467120402436285165e+00 +1.559271968094677829e+00 +1.362443275889565264e+00 +1.281618483468300651e+00 +1.636264529161384651e+00 +1.523950460150031327e+00 +1.584941410807229722e+00 +1.591426344557166805e+00 +1.549955949164375513e+00 +1.680298952176486393e+00 +1.347605669617699675e+00 +1.326720997314890349e+00 +1.258554110981336072e+00 +1.979797627214361144e+00 +1.477750850345075806e+00 +1.318642091198412247e+00 +1.408352992663017389e+00 +1.556090438928435793e+00 +1.233478483222190558e+00 +1.572970776853265473e+00 +1.298186920885570972e+00 +1.714278992813537572e+00 +1.270912390630181799e+00 +1.570736492109434446e+00 +1.242768242297641601e+00 +1.411290145174899369e+00 +1.293174306582693056e+00 +1.223191718795398453e+00 +1.246655469740989952e+00 +1.707505620683521297e+00 +1.419477624852616415e+00 +1.484510744559253137e+00 +1.368120751768130416e+00 +1.623495895106984221e+00 +1.669523181337806195e+00 +1.392218226281708437e+00 +1.406939434653127874e+00 +1.403955586502570796e+00 +1.989251710178383092e+00 +1.402201565986262555e+00 +1.376820870589184231e+00 +1.309793518893259012e+00 +1.448793792926078350e+00 +1.792712483594853801e+00 +2.567405881465404160e+00 +1.831558157595027492e+00 +1.547791754217660021e+00 +1.420510806129706260e+00 +1.344506351795453414e+00 +1.343250642366154768e+00 +1.440317960210870663e+00 +1.267597997335167648e+00 +1.959566955365008134e+00 +1.532175947554978324e+00 +9.419345813496475817e-01 +1.289212026757716734e+00 +1.701324854039033552e+00 +1.353106340616732295e+00 +1.479637523380015196e+00 +1.933122822457157941e+00 +1.274481495873656334e+00 +1.289206441192786379e+00 +1.233478483222190558e+00 +1.259715341453392368e+00 +1.271585789902532460e+00 +1.595739460951630218e+00 +1.503352221323553506e+00 +1.271825453522160920e+00 +1.271244248429706181e+00 +1.295128815249119159e+00 +1.652648222811619494e+00 +1.995373299826174396e+00 +1.597187126222042508e+00 +1.952405236734513272e+00 +1.894398507159931633e+00 +1.170070744007738472e+00 +1.377550495948566489e+00 +1.473888491188276140e+00 +1.127452920884829624e+00 +1.468418507170229814e+00 +1.353744942768730697e+00 +1.884516299096705261e+00 +1.305078711384997536e+00 +1.391509881686185723e+00 +1.261646157703920856e+00 +1.470370384212703163e+00 +2.241981435275023582e+00 +1.671823640827608592e+00 +1.113869846331300373e+00 +1.423493746584987063e+00 +1.728538928527864504e+00 +1.650324363416114437e+00 +1.577348448355656796e+00 +1.392171216374598952e+00 +2.275578414741550315e+00 +1.491296821546325146e+00 +1.274214981850066319e+00 +1.614429012132553076e+00 +1.668707253708487270e+00 +1.840404422714378985e+00 +1.533956416543227119e+00 +1.415471747114636081e+00 +2.093280023313868199e+00 +1.189659943546768739e+00 +1.209154853767182569e+00 +1.269794432045860955e+00 +2.085962715702199155e+00 +1.551353597981379284e+00 +1.208436697481365396e+00 +1.266557989149458940e+00 +1.406171260611995155e+00 +1.393434808133798830e+00 +1.554832869516664662e+00 +1.461950033922617020e+00 +1.596999571728399347e+00 +1.269311508817985601e+00 +1.459925434490513929e+00 +3.507444414940171118e+00 +1.327682572804363081e+00 +1.467515739964883270e+00 +1.652594239423458067e+00 +1.554866481158012403e+00 +1.033017248199625371e+00 +1.517853709105119187e+00 +2.040030476920567271e+00 +1.434374474255560417e+00 +2.446418925848841130e+00 +1.349697234072707808e+00 +1.437402020578064876e+00 +1.366197183191241171e+00 +1.207667927922515094e+00 +1.791452426384711138e+00 +1.381779507185655342e+00 +1.569156192776550940e+00 +1.267127281127324201e+00 +1.768313102002451398e+00 +1.233478483222190558e+00 +1.391627628808541850e+00 +1.388500330178296549e+00 +3.239321240460482976e+00 +1.753853019043998041e+00 +1.252129093830284257e+00 +1.582700585007895233e+00 +1.343586928315074092e+00 +1.434463375581131350e+00 +1.450750850784239709e+00 +1.253729813444296681e+00 +1.240946595737140834e+00 +1.395455014957470707e+00 +1.968910586981569510e+00 +1.408177773403342936e+00 +1.196457031672429228e+00 +1.369956416209616723e+00 +1.308191683755969947e+00 +1.594883892882376752e+00 +1.331661503780163791e+00 +1.362277869478717651e+00 +1.621021157982295291e+00 +1.458527366978415785e+00 +1.493285889933328558e+00 +1.298796907275535872e+00 +2.247983325413079658e+00 +1.589253038363921844e+00 +1.247284287934248503e+00 +1.671134106682815590e+00 +1.502450794167876857e+00 +2.032727490966763639e+00 +1.116434025879164071e+00 +1.329417743145042241e+00 +1.596131363057250008e+00 +1.392426416931876521e+00 +1.327973687950843029e+00 +1.170070744007738472e+00 +1.603517054524476571e+00 +1.684553955184567409e+00 +1.426658305829789919e+00 +1.472064811810497087e+00 +1.545381921065002606e+00 +1.437025428095174417e+00 +1.515208871571128046e+00 +1.776884408598638387e+00 +1.377864683948403224e+00 +1.419755979996475403e+00 +1.831349196419266079e+00 +1.380251774320965463e+00 +1.476534515165709438e+00 +1.441804840453513759e+00 +1.710030221582653720e+00 +1.392426416931876521e+00 +2.336985545345355852e+00 +1.309410904691701294e+00 +1.355858854846686556e+00 +1.645516901951572741e+00 +1.340945879259789697e+00 +1.258495694865472636e+00 +1.393706923420924504e+00 +2.831187223589765267e+00 +2.161667588587552480e+00 +1.339808218166804732e+00 +2.566559732681970463e+00 +1.508963027789764100e+00 +1.201683387039476969e+00 +1.514085244084474091e+00 +1.332688485875477280e+00 +1.619830130616771724e+00 +2.126626699831421607e+00 +1.396232790725035144e+00 +1.212531105682037591e+00 +1.366342853981646455e+00 +1.304554916897767924e+00 +1.461412279800982539e+00 +1.950577813346676681e+00 +1.488489497946104745e+00 +1.700124893958029126e+00 +1.292968714181639278e+00 +1.682524505597142950e+00 +1.349819808406974797e+00 +1.233478483222190558e+00 +1.618930498891068215e+00 +1.375257038945962407e+00 +1.486595959637981412e+00 +1.445210539343187328e+00 +1.720529769439128609e+00 +1.545482127537122885e+00 +1.347791184939017617e+00 +1.154461821764535490e+00 +1.764443548819046859e+00 +1.340447083843329334e+00 +1.430889589376947768e+00 +1.349830189208940823e+00 +1.559381370201021966e+00 +1.433996595606996660e+00 +1.301011480857351854e+00 +1.418856776994467106e+00 +1.328379137114021447e+00 +1.257944643120418426e+00 +1.263434282476834758e+00 +1.537129921663775045e+00 +1.400080655618269221e+00 +1.388541184821482366e+00 +1.297794285862585495e+00 +1.280976565364720932e+00 +1.308716557539494563e+00 +1.668668355886041121e+00 +1.219268621577523692e+00 +2.157206680733271043e+00 +1.262398923743243140e+00 +1.335058925256718210e+00 +1.369967665158898784e+00 +1.170084155583221541e+00 +1.610604964688343133e+00 +1.414113004506647009e+00 +1.529547717007940122e+00 +1.407679695265001918e+00 +1.301793728318606069e+00 +1.293732594494725330e+00 +1.442528924790066780e+00 +1.399453160168309784e+00 +1.331083393655884795e+00 +1.534059397858894114e+00 +1.147389702695429614e+00 +1.295897740865407100e+00 +1.628468796801031404e+00 +1.352351786804883105e+00 +1.710030221582653720e+00 +1.270074728030080591e+00 +1.336120680281526862e+00 +1.482435117551084591e+00 +1.266670644151023817e+00 +1.380453413502273241e+00 +1.434521873019633409e+00 +1.233478483222190558e+00 +1.303695865575479118e+00 +1.795933373974366809e+00 +1.361030824976386944e+00 +1.476230231136015814e+00 +1.158308679202501246e+00 +1.364653935354205982e+00 +1.535713438597420932e+00 +1.522807456845707064e+00 +1.393667617486944454e+00 +1.503091679068022213e+00 +1.518146391502597892e+00 +1.329372274037852408e+00 +1.569175367904043661e+00 +1.567549686506004347e+00 +1.212531105682037591e+00 +1.381992270170164794e+00 +1.378719357436527515e+00 +9.419345813496475817e-01 +1.377474168466006121e+00 +1.297954758775296202e+00 +1.263738666389850884e+00 +1.372686622963870562e+00 +1.774108799269663583e+00 +1.266325527806585027e+00 +1.311989096395869581e+00 +1.528605700128960576e+00 +1.400162128425265440e+00 +1.233478483222190558e+00 +1.910963640811522257e+00 +1.342588929796671993e+00 +1.273378223557357192e+00 +1.399316117838270701e+00 +1.582600076748608142e+00 +1.498972825812416865e+00 +1.622142403445465453e+00 +1.807497415047595091e+00 +1.792876320295450077e+00 +1.349961811763960906e+00 +2.297572927882961302e+00 +1.302778035722359729e+00 +1.538022320058731074e+00 +1.948378997920104494e+00 +1.690690924757564995e+00 +1.363614677157770849e+00 +1.678035156870923084e+00 +1.358729375486570357e+00 +1.361167870060719931e+00 +1.720529769439128609e+00 +2.247983325413079658e+00 +6.339477674091518189e-01 +1.579618310198805720e+00 +1.618558860272304445e+00 +1.276950103596602215e+00 +1.497551605253978346e+00 +1.412578105817640539e+00 +1.347354534869523501e+00 +1.201786741227129918e+00 +1.696561810141578031e+00 +1.932246736934614351e+00 +1.560374646855620107e+00 +1.603307638182944528e+00 +1.439652525639861347e+00 +1.184048503459394830e+00 +1.339110311996518865e+00 +1.915388440954637561e+00 +1.430682310078819075e+00 +1.435728679665541740e+00 +1.475889628110152563e+00 +1.439910991572832311e+00 +1.329945034649953728e+00 +1.274774904253651808e+00 +1.290790199704204610e+00 +2.088607779593500968e+00 +1.455257616872876136e+00 +1.356460971696331619e+00 +1.396465477828025215e+00 +1.304580522491583183e+00 +1.657464630041298292e+00 +1.553694375860786181e+00 +1.409473232672872056e+00 +1.394932363370789963e+00 +1.059994355648784303e+00 +1.421184916150508792e+00 +1.738065809623557723e+00 +1.661674111312820612e+00 +1.244555539823611223e+00 +1.300750929490375185e+00 +2.764031365518388128e+00 +1.392599322536071993e+00 +2.181964928246058477e+00 +1.449856913238426026e+00 +1.357328384371333740e+00 +1.304396690944500836e+00 +1.347476091968473400e+00 +1.573156377894659341e+00 +1.379927058126697581e+00 +1.406493517882855038e+00 +1.299154769649556895e+00 +1.339165428241396949e+00 +1.289325657468945119e+00 +1.410503396026170808e+00 +1.656003495034788386e+00 +1.350145519364405189e+00 +1.426083960476086876e+00 +1.232658153060250061e+00 +1.333828165777127817e+00 +2.196425895024337827e+00 +1.417433168105688646e+00 +1.531969035828744108e+00 +1.307074127148873499e+00 +1.420259878575119705e+00 +1.731551988712946688e+00 +1.233478483222190558e+00 +1.172087083525691797e+00 +1.306430865225352678e+00 +1.483705522798666188e+00 +2.187497792616914793e+00 +9.419345813496475817e-01 +1.470304684485757685e+00 +1.248683554422701958e+00 +1.556497585169466902e+00 +1.153027628682505634e+00 +1.340860266080910579e+00 +1.306929555277542399e+00 +1.391091212694294255e+00 +1.307334654662235307e+00 +1.215988957656326530e+00 +1.303777803267033741e+00 +1.130776668234009907e+00 +1.453212847939568730e+00 +1.519918746071573068e+00 +1.393742835997659357e+00 +1.931832857531784908e+00 +1.285109964589365106e+00 +1.334560263978288086e+00 +1.407678091435499823e+00 +1.350457626236694519e+00 +1.521554987834266237e+00 +1.433173880410280265e+00 +1.711568979495099674e+00 +1.470951953682080315e+00 +1.127452920884829624e+00 +1.397418677620913430e+00 +1.490376660958844024e+00 +1.508467222502678506e+00 +1.560572458021914688e+00 +1.600928328900295350e+00 +1.271300123600052290e+00 +1.569443025805722813e+00 +1.441882934248842174e+00 +1.308156234318818001e+00 +1.267597692196943404e+00 +1.455748515750331817e+00 +1.190234042297546369e+00 +1.302419180029484869e+00 +1.737742976999669287e+00 +1.901077554485115506e+00 +1.080276587240487585e+00 +1.276430544159617986e+00 +1.239554794519924119e+00 +1.270921344288712174e+00 +1.357141842504260509e+00 +1.355213765873607423e+00 +1.297167068478474405e+00 +1.722127672259317510e+00 +1.352041741616785586e+00 +1.325986244270647818e+00 +1.329763523868334962e+00 +1.401217291700109335e+00 +1.406527983771987067e+00 +1.657242575828516973e+00 +1.479886284221370918e+00 +1.632002380052731016e+00 +1.410503396026170808e+00 +1.239554794519924119e+00 +1.382781537561694085e+00 +1.277259647423907074e+00 +1.566371217771494129e+00 +1.846258889295495642e+00 +1.805041143150455385e+00 +1.219736699010219194e+00 +1.397846707380416165e+00 +1.347461134454902121e+00 +1.400049192293698619e+00 +2.002841507986382830e+00 +2.077556311631183927e+00 +1.440140851825152835e+00 +1.600928328900295350e+00 +1.907768826189055300e+00 +1.356535175383741132e+00 +1.058813356287188867e+00 +1.351981867539681970e+00 +1.224786104057554281e+00 +1.301245857911366599e+00 +1.419973150650980509e+00 +1.415111907163229876e+00 +1.275688514345701075e+00 +1.420069155501451741e+00 +2.300119442979968287e+00 +1.288476212340692095e+00 +1.782568981740007219e+00 +1.456775815981143696e+00 +1.280384969161271203e+00 +1.760481401713706484e+00 +1.333158518071829279e+00 +2.351284371142921437e+00 +1.341211254320400670e+00 +1.307978431840772116e+00 +1.259666325098410811e+00 +1.418397992636289962e+00 +1.429002057309973317e+00 +2.945495158992662788e+00 +1.478880182616332917e+00 +1.292140724273820540e+00 +1.410576504835878930e+00 +1.214731706425425717e+00 +1.721427766250016367e+00 +1.742132289155006175e+00 +2.050243814605502202e+00 +1.591344145296051948e+00 +1.331987353487170012e+00 +1.197970098008592554e+00 +1.164365619175626643e+00 +1.871607590675984145e+00 +1.710030221582653720e+00 +1.741465711115062875e+00 +1.218143729192798563e+00 +3.239321240460482976e+00 +1.293101871547263526e+00 +1.189659943546768739e+00 +1.774339018076023011e+00 +1.281898940655164187e+00 +1.337498932679698660e+00 +1.447680531782921776e+00 +1.260000645075029180e+00 +1.470951297112732092e+00 +1.973207113096362653e+00 +1.299436156203491510e+00 +1.720700950578120336e+00 +1.229352326134814044e+00 +1.381270896845314677e+00 +1.403955586502570796e+00 +1.328197187220205189e+00 +1.382440400936643110e+00 +2.204888714552219131e+00 +1.420196291651899756e+00 +8.786500492300390874e-01 +1.301861037775880359e+00 +1.339642309606305703e+00 +1.212851818633062795e+00 +1.441575292948126030e+00 +1.371450778301598783e+00 +1.434926552946959255e+00 +1.382197867871777675e+00 +1.859326426802883292e+00 +1.462668005461648546e+00 +1.592864179504940525e+00 +1.366108535889375197e+00 +1.464210749351066765e+00 +1.244657356382657953e+00 +1.345192890141293063e+00 +1.638120075844809120e+00 +1.611319948092689858e+00 +1.744539728947286594e+00 +1.350087116499693263e+00 +1.887429127618642788e+00 +1.483738516498644300e+00 +1.455258105257382750e+00 +1.401658393869800401e+00 +1.383686604458971736e+00 +1.347473698691030952e+00 +1.362637553467263452e+00 +1.392189774989827766e+00 +1.350602967099155949e+00 +1.751614829567912146e+00 +1.157884462344752619e+00 +1.423616028821657720e+00 +2.198508343006593702e+00 +1.274992415349410102e+00 +1.344211555639061695e+00 +1.304167771674634269e+00 +1.674536618161778012e+00 +1.327397482355355818e+00 +1.448011552052067996e+00 +1.413564104738864069e+00 +1.605953751375473804e+00 +1.456425718940658642e+00 +1.312797663996545294e+00 +1.322174383216571769e+00 +9.422228097777211042e-01 +1.411324466116406162e+00 +3.186002913384802682e+00 +1.850713098576290294e+00 +1.393862437670879029e+00 +1.376437389568778924e+00 +1.818431319545171121e+00 +1.382003882228199254e+00 +1.347984785682262210e+00 +1.532702241170563084e+00 +1.578042890852614510e+00 +1.428598784321124526e+00 +1.286490528570627623e+00 +1.282653907167061735e+00 +1.714103794271499615e+00 +1.553326983810549011e+00 +2.393035164808517301e+00 +1.274416499980583817e+00 +1.286354797598650013e+00 +1.789498149812070560e+00 +1.357926538505111358e+00 +1.524122162902784128e+00 +2.411857381384368004e+00 +1.246687524554454418e+00 +1.481392253973370599e+00 +1.424897203023226755e+00 +9.566833287764741067e-01 +1.367528980006129435e+00 +1.374706008532315060e+00 +9.610423776479046776e-01 +1.529896822951116064e+00 +1.349697234072707808e+00 +1.339796724871005429e+00 +1.302249502932069092e+00 +1.558990972122529461e+00 +1.815771445030086362e+00 +1.481981515761463530e+00 +2.247983325413079658e+00 +1.481199581194710069e+00 +1.157073114810430514e+00 +1.586594170279944205e+00 +1.277277273166969263e+00 +2.247474145396067158e+00 +1.340713884404477030e+00 +1.370292715030426489e+00 +1.233478483222190558e+00 +1.389114180728232117e+00 +1.501130475582112656e+00 +1.542559332444288778e+00 +1.494010719539971888e+00 +2.042611709596524161e+00 +1.233478483222190558e+00 +1.265976958314391609e+00 +1.603307638182944528e+00 +1.501156403806657380e+00 +1.289332858642223689e+00 +1.373689298915139467e+00 +1.349697234072707808e+00 +1.482476776988185252e+00 +1.427288406235553087e+00 +1.274626743088668412e+00 +1.396232790725035144e+00 +1.291124372330931802e+00 +1.526204855512866665e+00 +1.222655078330660228e+00 +1.333210806951966587e+00 +1.342285384592532660e+00 +1.294765069746400155e+00 +1.287448903873120276e+00 +2.046603036331020586e+00 +2.769794633752198809e+00 +1.404913575253944780e+00 +1.675426060304744391e+00 +1.407627723682316034e+00 +1.736263705481148056e+00 +1.444358736288646750e+00 +1.468407254470036616e+00 +1.344185668241467901e+00 +1.317700237236405947e+00 +1.980729192042568476e+00 +1.963510432268465333e+00 +1.373742266969251169e+00 +1.971993112507259838e+00 +1.467012020652236570e+00 +1.268350128377222275e+00 +1.068048680152552832e+00 +8.047826808623885775e-01 +1.372342564331650472e+00 +1.289715270516835322e+00 +2.948582512406132228e+00 +1.290036208478696933e+00 +1.414979865319543340e+00 +1.292882701601043349e+00 +1.349232206767891240e+00 +1.114186562427976090e+00 +1.385088261190434933e+00 +1.880194388404362371e+00 +8.954143981739975944e-01 +1.422764297400855638e+00 +1.614623771776738437e+00 +1.328240827915055933e+00 +1.394647863194383719e+00 +1.684519701131135028e+00 +1.302636050078626928e+00 +1.346090671271104933e+00 +4.495899883062965507e+00 +1.429017445190242874e+00 +1.445665966529853241e+00 +1.239947603670849219e+00 +1.856187134372108805e+00 +1.160752557862454015e+00 +1.232477849273006854e+00 +1.186403872679009153e+00 +1.313257854540849312e+00 +1.366197183191241171e+00 +1.127452920884829624e+00 +2.516647381598703603e+00 +1.403704935311975932e+00 +1.800544431271167589e+00 +1.468489639276255643e+00 +1.256997272023346657e+00 +1.725085114309435896e+00 +1.288376148575614000e+00 +2.082545874003757458e+00 +1.311026951492053616e+00 +1.435767769017349593e+00 +1.154461821764535490e+00 +1.490118449353440067e+00 +1.528651098362939331e+00 +1.520822540096007147e+00 +1.301062815191503574e+00 +1.472508837005563676e+00 +1.604085946727109357e+00 +1.371348852837830590e+00 +1.517542756512808122e+00 +1.202511936888064570e+00 +1.536612325542680235e+00 +1.235440928515685544e+00 +1.500492929012536170e+00 +1.352357139688318277e+00 +1.455339260605160945e+00 +1.548030739642064946e+00 +1.539270070854352968e+00 +1.724656900344714527e+00 +1.310243298269452294e+00 +1.313670294209032807e+00 +1.477035734490159458e+00 +1.432320021896755113e+00 +3.419191123242238728e+00 +2.364884061595220910e+00 +1.301447093203709215e+00 +1.292168323643223538e+00 +2.784033795674668355e+00 +1.171400147018639259e+00 +2.191717324923782684e+00 +1.810971684394026671e+00 +1.242803501585253212e+00 +1.280054483528888065e+00 +1.415354395015125721e+00 +1.442702840635044614e+00 +1.787214934397931998e+00 +1.340205690942014805e+00 +1.406515152214770747e+00 +1.304871917013933125e+00 +1.330601176176576805e+00 +1.566371217771494129e+00 +1.827670242489003671e+00 +1.366342853981646455e+00 +3.327825594967038114e+00 +1.324289530850750074e+00 +1.308137229125946988e+00 +1.497136431881492147e+00 +1.398040480198388114e+00 +1.357543275586030163e+00 +1.259219360453465608e+00 +1.432236564607016982e+00 +1.635655167012332711e+00 +1.380640730449915754e+00 +1.413564104738864069e+00 +1.616492048527488734e+00 +1.481083386398438728e+00 +1.402905014100781944e+00 +1.342517416111647766e+00 +1.382982307928320109e+00 +1.080276587240487585e+00 +1.299349115054505566e+00 +1.331987353487170012e+00 +1.244995736437564560e+00 +1.313333612879910461e+00 +1.747293799152503269e+00 +1.360297453840360715e+00 +1.413215848611440340e+00 +3.219400773792725268e+00 +1.256551980157584625e+00 +1.367376015169337267e+00 +1.350573951858571542e+00 +1.355248123243921299e+00 +1.687878313202931135e+00 +1.911562476882501471e+00 +1.314707352372563864e+00 +1.322228151079848812e+00 +1.683921971068913281e+00 +1.710555058352229763e+00 +1.370312009051262159e+00 +1.290036208478696933e+00 +1.629225180972452502e+00 +1.361797108690854463e+00 +1.355431481193436261e+00 +1.529327596632902520e+00 +1.456347647252383748e+00 +8.705463371754175173e-01 +1.448363506222976715e+00 +1.405831014525536604e+00 +1.312192919172476158e+00 +1.519958426694794529e+00 +1.383586410832517544e+00 +1.269894140031460950e+00 +1.406290817735265319e+00 +1.299879958266698665e+00 +1.604700863324695082e+00 +1.491043551767560649e+00 +1.731841025464191608e+00 +2.163692003424266375e+00 +1.397620185647191260e+00 +1.392426416931876521e+00 +1.513649534369681415e+00 +1.401446932314792893e+00 +1.552552533739506968e+00 +1.385917538118638381e+00 +1.479146197922124317e+00 +1.499748314349861333e+00 +1.335776037829738083e+00 +1.300239804391489340e+00 +1.694193084802370519e+00 +1.235768204668659997e+00 +1.343586928315074092e+00 +1.233485017385339999e+00 +1.367857122006541637e+00 +1.219137579143910965e+00 +1.586683228249304189e+00 +1.383943003692037266e+00 +1.441867912732018642e+00 +1.353297763982441282e+00 +1.631591289822532653e+00 +2.319789234328705874e+00 +1.214535915337029204e+00 +1.383492674377067022e+00 +1.662185636513515696e+00 +1.311120821527687053e+00 +1.201029819322711134e+00 +1.894988360845631936e+00 +1.242660787225418062e+00 +1.187442444611005676e+00 +1.308493810039151217e+00 +1.286720266221407893e+00 +1.570025275743032189e+00 +1.476345535668736053e+00 +1.272772599658994253e+00 +1.298382859911234810e+00 +1.515678329627710319e+00 +8.465296568397939758e-01 +1.307492748508298330e+00 +1.341148019550054249e+00 +1.598800614401113762e+00 +1.885852879581001895e+00 +1.490002694846128684e+00 +1.353439010917061536e+00 +1.314103223091729333e+00 +1.344415911871839286e+00 +1.212015357797503246e+00 +1.441740918984286690e+00 +1.413564104738864069e+00 +1.283094874495272153e+00 +1.799174023560425217e+00 +1.293370391184654800e+00 +1.565653054510788289e+00 +1.613208008479531941e+00 +2.090274470444456245e+00 +1.732377672141973468e+00 +1.292155060079003492e+00 +1.634364459316103302e+00 +2.307009117226188621e+00 +1.360100123331984712e+00 +1.485907192294066981e+00 +1.180937661617417866e+00 +1.502344621335317321e+00 +2.307942541286802651e+00 +3.507444414940171118e+00 +1.583934848068717871e+00 +1.382707301076951278e+00 +1.754674945312679091e+00 +8.465296568397939758e-01 +1.138788688872364618e+00 +1.488245993784021559e+00 +1.616167508528262742e+00 +1.900284911998772586e+00 +1.229903473141057413e+00 +1.491093140439657683e+00 +1.440079295055126218e+00 +1.406171248663569795e+00 +1.417721498669225255e+00 +1.233478483222190558e+00 +1.318350115721435234e+00 +1.233478483222190558e+00 +1.309206576615435491e+00 +1.273320239862449466e+00 +1.403187165131313252e+00 +1.535621830333406379e+00 +1.690063287611025755e+00 +1.273031429527509140e+00 +1.295174517357301269e+00 +1.721585335848592857e+00 +1.537061971882401679e+00 +1.220931839524796558e+00 +1.289893968556072856e+00 +1.180822221269398620e+00 +1.348326935272066152e+00 +1.504379790341321632e+00 +1.278503986296092299e+00 +1.273060289979479620e+00 +3.190112653916861163e+00 +1.375521195517362960e+00 +1.304871917013933125e+00 +2.012276741876446895e+00 +1.467083197306535247e+00 +1.254631887320786232e+00 +1.583079130088224762e+00 +1.465010926579960460e+00 +1.396397173962225846e+00 +1.553851984538481945e+00 +1.280181254242142685e+00 +1.271585789902532460e+00 +1.318199643369820206e+00 +1.413101329200047829e+00 +1.362703045655735412e+00 +1.523647603529340255e+00 +1.284412824814007870e+00 +1.920964782881921629e+00 +1.065144974832674452e+00 +1.573572231282739375e+00 +1.550118519311184606e+00 +1.679066053289521632e+00 +1.516032467983520426e+00 +1.135835098347975247e+00 +1.830095876933112597e+00 +1.254967105343222311e+00 +1.655412714793972118e+00 +1.233478483222190558e+00 +1.306175370439713213e+00 +1.267357148498055475e+00 +1.606654147735473215e+00 +2.973223959467822475e+00 +1.392383608224597058e+00 +1.267132557333131571e+00 +1.247841865213201507e+00 +1.376822915713384221e+00 +1.283640001586375590e+00 +1.600638823595629923e+00 +3.484514175967634131e+00 +1.239554794519924119e+00 +1.389358504106404268e+00 +1.407344997763981365e+00 +1.399150442761406987e+00 +1.319784802491962283e+00 +2.243283060562976328e+00 +1.476155705947486130e+00 +1.273927037462462275e+00 +2.104671550394894286e+00 +1.285930131428927536e+00 +1.650259382483458159e+00 +1.434502877280813715e+00 +1.274837522016372571e+00 +1.602334996213692353e+00 +1.535586584039332569e+00 +1.425159379439100649e+00 +1.230494927851814913e+00 +1.759442729428918106e+00 +1.302365825046159831e+00 +1.430669359925793804e+00 +1.503371276042374971e+00 +1.295199110142639887e+00 +1.530562413285891710e+00 +1.307207008001882942e+00 +1.510094766940540678e+00 +1.913252826905869286e+00 +1.355241427667636556e+00 +1.446607964105297794e+00 +1.771954425628412544e+00 +1.503102434280528588e+00 +1.302081348473159483e+00 +1.502839336813719395e+00 +1.426265523301013527e+00 +1.124821227524850364e+00 +2.666038217544404176e+00 +1.404238223430096300e+00 +1.329164233501346271e+00 +1.225995663776854760e+00 +1.329181869218390988e+00 +1.257798894844839754e+00 +1.507370645712531099e+00 +1.268287793479851100e+00 +1.220137664611124162e+00 +1.421407213491048038e+00 +2.664306349048906064e+00 +1.499880862896675326e+00 +1.375416353699642436e+00 +2.115994031786877283e+00 +1.205639286106689134e+00 +1.661775955324180432e+00 +1.298750244528577458e+00 +1.447670984771784131e+00 +1.259666325098410811e+00 +9.691851128466579812e-01 +1.268975806294126540e+00 +1.828577694312818913e+00 +1.481730129675550289e+00 +1.711568979495099674e+00 +1.794936448703268184e+00 +1.575935948127999531e+00 +1.241917435238864220e+00 +1.268833825346989741e+00 +1.488140114862627428e+00 +1.399218280519418212e+00 +1.127452920884829624e+00 +1.316735492293284571e+00 +1.327688714290764960e+00 +1.359219451059446193e+00 +1.441038634638542204e+00 +1.368353199673979947e+00 +1.538299938663205024e+00 +1.338516796953792332e+00 +1.314413255892022070e+00 +1.527535547077516709e+00 +1.429871273151127165e+00 +1.298461454228525769e+00 +1.170872344133189413e+00 +1.566371217771494129e+00 +1.496592200596308819e+00 +2.103193855076729069e+00 +1.363336125412741850e+00 +1.848036889675932049e+00 +1.294921360558431545e+00 +1.277231522782185102e+00 +1.562944027823118365e+00 +1.770515058736597203e+00 +1.789413088410005681e+00 +1.493198886842168616e+00 +1.592624590731799739e+00 +1.644205681664169028e+00 +1.484649287892516156e+00 +3.344033908323381876e+00 +1.227907763570547095e+00 +1.456004111300715609e+00 +1.507108510569386883e+00 +1.291099630681316057e+00 +1.158308679202501246e+00 +1.331183858458042657e+00 +1.761107113282127656e+00 +1.512192544231015567e+00 +1.731955896938442763e+00 +1.669166645013464567e+00 +1.307170354702574144e+00 +1.475472111569734901e+00 +1.200246268734124655e+00 +3.271907474828205320e+00 +1.233478483222190558e+00 +1.285129734974017612e+00 +1.503102434280528588e+00 +1.419755979996475403e+00 +4.809731635228284286e-01 +1.340794175708805547e+00 +1.465256907425055877e+00 +1.555428727336531480e+00 +1.982855046676428090e+00 +1.290943187830053684e+00 +1.239947603670849219e+00 +1.522962994652838020e+00 +1.497210270810434896e+00 +1.561697062883013576e+00 +1.307074127148873499e+00 +1.264549673443463584e+00 +1.346312445099761890e+00 +1.270522964279376055e+00 +1.296843314156423954e+00 +1.944825562696080423e+00 +2.515407863352116191e+00 +1.331661503780163791e+00 +1.510534398428187819e+00 +1.322174383216571769e+00 +1.289676270700442773e+00 +1.428838497009641273e+00 +1.441141143110913569e+00 +1.945941410636289115e+00 +2.520868600689500028e+00 +1.289252075263321862e+00 +1.244118736151427651e+00 +1.971513635978907608e+00 +1.503032076682491169e+00 +1.481847067669065376e+00 +1.323344791952499877e+00 +1.586072141467027352e+00 +1.635420316127092599e+00 +1.770690118959334924e+00 +1.535713438597420932e+00 +9.966177130872567735e-01 +1.229257615841570006e+00 +1.310496698198594601e+00 +2.308637324196750829e+00 +1.037205175781487299e+00 +1.325877740262995319e+00 +2.416058983823956563e+00 +1.247933437200837714e+00 +1.578198984015550810e+00 +1.329717495920970105e+00 +1.288830631308305996e+00 +1.416103731854673420e+00 +1.563491548447371482e+00 +1.483640623058015917e+00 +1.233478483222190558e+00 +1.347237588111515283e+00 +2.938790448784948772e+00 +1.307433988491892407e+00 +1.345520433255407156e+00 +1.185692471076138066e+00 +1.206633438994107577e+00 +1.419433359642378045e+00 +2.954046428217044884e+00 +1.428043890176788011e+00 +1.340107582012718401e+00 +1.472484899670186698e+00 +1.598975362426037439e+00 +1.434870886696413272e+00 +1.326030603310404343e+00 +1.301011480857351854e+00 +1.438367208588494206e+00 +1.334893205311746156e+00 +1.880418765539557890e+00 +1.332342816526244089e+00 +1.047370371688049362e+00 +1.278309540273808498e+00 +1.172087083525691797e+00 +1.429786038838976481e+00 +1.302356020283025106e+00 +1.354511114936203242e+00 +1.936805318429996925e+00 +1.015054943802350174e+00 +1.397740487281123434e+00 +1.392534922852533885e+00 +1.353524309907258250e+00 +1.579450957565444957e+00 +1.258401480997092259e+00 +1.417279918742843092e+00 +1.328830290371509903e+00 +1.589926831199125479e+00 +1.214514769873562772e+00 +1.468775521671354944e+00 +1.359004731396459498e+00 +1.858518095088167676e+00 +2.440270926735490953e+00 +1.240720259750220933e+00 +1.821792560053365095e+00 +1.235292104098830945e+00 +2.115496975959943349e+00 +1.823546185786364848e+00 +1.257224247430856812e+00 +1.542320857565175007e+00 +1.437799168103190972e+00 +1.873286017815542381e+00 +1.456638435004671495e+00 +1.358564818914011374e+00 +1.248910925266755179e+00 +8.179928547036354747e-01 +1.389703131299881544e+00 +1.392426416931876521e+00 +1.239554794519924119e+00 +1.338516796953792332e+00 +1.271008810605214645e+00 +1.304768536473831508e+00 +1.833293751961082574e+00 +1.381234498768494579e+00 +1.843343917591485415e+00 +1.086205340166081834e+00 +1.404620782886129016e+00 +1.331661503780163791e+00 +1.778146663486776857e+00 +1.379829436710167556e+00 +1.260208277223089590e+00 +2.603757310419982041e+00 +1.068782198072236733e+00 +1.240216836719075566e+00 +1.529788244172913814e+00 +1.372349501283670392e+00 +1.311647050860959673e+00 +1.608775310178718332e+00 +1.677639795172100046e+00 +1.619041728339140063e+00 +1.458572012715569022e+00 +1.540250684564310468e+00 +1.382982307928320109e+00 +1.611341351035503466e+00 +1.313141114412466948e+00 +1.495956348381421108e+00 +1.572522921678783048e+00 +1.345966827104729369e+00 +1.422573531895468868e+00 +1.929763080450401791e+00 +1.727873272272668848e+00 +1.477157077851484202e+00 +1.923790931031108764e+00 +1.400585597827465945e+00 +3.874850561200239962e+00 +1.301011480857351854e+00 +1.677893709738376815e+00 +2.729288367437998630e+00 +1.696790753287418907e+00 +1.446779755281389912e+00 +1.423312224792480318e+00 +1.528893692142360816e+00 +1.399948688244438966e+00 +1.369222789181445687e+00 +1.629158767262411711e+00 +1.353472765497664154e+00 +1.455258105257382750e+00 +1.423312224792480318e+00 +1.185961383101346467e+00 +1.602047844467364479e+00 +1.147693494882762399e+00 +1.111304717227276306e+00 +1.408341485194631426e+00 +1.296594576976556334e+00 +1.777880190905819280e+00 +1.465010926579960460e+00 +1.348502354974961737e+00 +1.562521843405721089e+00 +1.336534770593053922e+00 +1.594013954164869462e+00 +1.418288933912092986e+00 +1.190472076846380123e+00 +1.346971204502057429e+00 +1.246505404238891890e+00 +1.496068530664132368e+00 +1.762743891439881416e+00 +1.521134528260015717e+00 +1.632659188200656475e+00 +1.370129305144773380e+00 +1.238463931146194907e+00 +1.297735086384889769e+00 +1.255951060938479635e+00 +1.916298483413939602e+00 +1.604700863324695082e+00 +1.511849482149316914e+00 +1.407421563084260585e+00 +1.934778287186718071e+00 +1.392706122464946183e+00 +1.490013201313109104e+00 +1.650559707721173996e+00 +1.389668217476774714e+00 +1.186471489710374749e+00 +2.052119410139897404e+00 +1.666917533160240605e+00 +1.548438233664632957e+00 +1.480973930175548237e+00 +1.378868198029990166e+00 +1.290528757605990950e+00 +1.368047356017640270e+00 +1.192652378754800901e+00 +1.560643378868097564e+00 +1.518856177272462915e+00 +1.833884332974599074e+00 +1.961184731101003775e+00 +1.386971836757985077e+00 +1.379226311865621835e+00 +1.640319008482565177e+00 +1.200700420114250377e+00 +1.418320591181968737e+00 +1.437503546883070138e+00 +1.565953705596849765e+00 +1.572493348535223934e+00 +1.361076942695174541e+00 +1.253197151845148127e+00 +2.076216779639620036e+00 +1.429294450508693970e+00 +2.072285104129522715e+00 +1.331844210293064767e+00 +1.185930522257276909e+00 +1.517542756512808122e+00 +1.343259207358580509e+00 +3.186002913384802682e+00 +1.286380312621381528e+00 +1.913136678614635988e+00 +1.302000420687825288e+00 +1.428991954826226873e+00 +2.101501374972041258e+00 +1.382205371731675791e+00 +1.233478483222190558e+00 +1.321487152657208952e+00 +1.247284287934248503e+00 +1.242145354838954496e+00 +1.297519546473663965e+00 +1.319078190542871454e+00 +1.354446297090238227e+00 +1.235440928515685544e+00 +1.498576829883096373e+00 +1.278689066532581187e+00 +1.317020129205690226e+00 +1.245833511455148424e+00 +1.440574313540599061e+00 +1.248747049421821798e+00 +1.453540021099958723e+00 +1.625527642714583720e+00 +1.580913681392843939e+00 +1.449282921525863133e+00 +1.540144431485369836e+00 +1.360754454066591901e+00 +1.443611411292511360e+00 +1.284563981506658070e+00 +1.352563252058724519e+00 +1.331661503780163791e+00 +1.242904945079069456e+00 +1.598695876361739376e+00 +1.321487152657208952e+00 +2.431603028795016996e+00 +1.471327986690130318e+00 +1.469382632816044199e+00 +1.344835069494431101e+00 +1.250347844460716340e+00 +1.415084678360032822e+00 +2.954046428217044884e+00 +1.240349372372145709e+00 +1.710030221582653720e+00 +1.302636929364687557e+00 +1.134666342436457143e+00 +1.154461821764535490e+00 +1.595551647784492655e+00 +1.354998266495494263e+00 +1.359712950922030039e+00 +1.311226730436551913e+00 +1.446432568879508107e+00 +1.360459889234446607e+00 +1.463023751695067487e+00 +1.198243500149218654e+00 +1.313413536997809494e+00 +1.860915520332709017e+00 +1.369982414850928309e+00 +1.358884653971491385e+00 +1.255456546376281901e+00 +1.407036133036876357e+00 +1.585910971946688619e+00 +1.417601220446935484e+00 +1.328830290371509903e+00 +1.312996640907586166e+00 +1.405917630385624228e+00 +3.830727233150785338e+00 +1.403464275599960231e+00 +1.231460317782816061e+00 +1.447086559597543509e+00 +1.331661503780163791e+00 +1.633666243272071439e+00 +1.551009474562856427e+00 +1.783649846246605275e+00 +1.431753214173767219e+00 +1.349912314904020860e+00 +1.649687113483093936e+00 +1.375398221960062450e+00 +1.452385122646367988e+00 +1.239554794519924119e+00 +1.657595997909107499e+00 +1.228185512564782700e+00 +1.789050949953379543e+00 +1.520043505506291748e+00 +2.218285322208777277e+00 +1.698300212089891126e+00 +1.371222096070697560e+00 +2.298704992872538710e+00 +1.313751004391964905e+00 +1.233714134278304897e+00 +1.515902606702401956e+00 +1.721616464434500893e+00 +2.078010599087071419e+00 +1.376404830028874704e+00 +1.481119886064804270e+00 +1.332526372967600459e+00 +1.517286926002635372e+00 +1.440513690983255657e+00 +1.312180900740012479e+00 +1.471576275647299648e+00 +1.233602370425988415e+00 +1.757986134717621551e+00 +1.229626889103925924e+00 +1.662763633360593740e+00 +2.187525928250009688e+00 +1.478982814675963597e+00 +1.748535549858426297e+00 +1.127452920884829624e+00 +1.490343864987053069e+00 +1.383387884916315036e+00 +1.477666483323599733e+00 +1.500811685332781531e+00 +1.154950906172838021e+00 +1.466681755330400350e+00 +1.197532288811014922e+00 +1.679274884607330209e+00 +1.456229726608671893e+00 +1.345253525084572077e+00 +1.351159517275958288e+00 +1.288544308197243193e+00 +1.229821267163352161e+00 +1.588897781412328625e+00 +1.711386661898450123e+00 +1.717848257686033220e+00 +1.378198263799867984e+00 +2.799423398120344686e+00 +2.268634239121327667e+00 +1.689551577714454078e+00 +1.329148016580012248e+00 +1.587450389058502997e+00 +1.345929774283875391e+00 +1.242781652735911457e+00 +1.487099610141389361e+00 +1.607776524457225520e+00 +2.043351893319870882e+00 +1.411949521354157744e+00 +1.268377762416459165e+00 +3.025246425747372570e+00 +1.296064211035441227e+00 +1.173294530286454362e+00 +1.312081443028266570e+00 +1.344503123846762627e+00 +1.482435117551084591e+00 +1.314187963640050194e+00 +1.170070744007738472e+00 +1.262050343948119657e+00 +1.278184840298145053e+00 +1.886797079041635294e+00 +1.272781649673492499e+00 +1.447654024342417856e+00 +1.347795810893896107e+00 +1.545631461920127014e+00 +1.261209049143520611e+00 +1.292648594133242401e+00 +1.331661503780163791e+00 +1.750474092656168379e+00 +1.371620159364026481e+00 +1.776235844688170973e+00 +3.502387430621511921e+00 +1.396607618149862784e+00 +1.292352527856899025e+00 +1.426245304317858453e+00 +4.044857925255037401e+00 +1.759233519808421686e+00 +1.604628521756894521e+00 +1.545482127537122885e+00 +1.443557476020822739e+00 +1.358550442660906299e+00 +1.326603629136778872e+00 +1.897076674488874293e+00 +1.549966207533210349e+00 +1.273486083736509178e+00 +1.448834504304996829e+00 +1.227397842643791259e+00 +1.387190305412628888e+00 +1.805950209901129089e+00 +1.455903288488080483e+00 +1.856632410254897669e+00 +1.592378639153457565e+00 +1.711568979495099674e+00 +1.471214687406037447e+00 +1.501333968319005674e+00 +1.489385876334475389e+00 +1.229182137442688783e+00 +2.274986638391499838e+00 +1.494074186369955370e+00 +2.078237905102887861e+00 +1.630144405357556225e+00 +1.302234166746954358e+00 +1.407460858687265892e+00 +1.541507656767378887e+00 +1.319540594093519648e+00 +1.343586928315074092e+00 +1.323620190337079228e+00 +1.381496970090210219e+00 +1.277469384696401367e+00 +1.481385237351598549e+00 +1.406199404570040112e+00 +1.374198360018941578e+00 +1.555043117512416417e+00 +2.155490810539496316e+00 +1.325877740262995319e+00 +1.430305774154646770e+00 +1.400907956611425975e+00 +1.302782870478727650e+00 +1.389978092352146088e+00 +1.395472937369711675e+00 +1.506742488576904959e+00 +1.182074920068195034e+00 +1.865747841771461690e+00 +1.357699874822693831e+00 +1.364567086536269569e+00 +1.127452920884829624e+00 +1.365325159000950528e+00 +1.371499763315605858e+00 +1.370092879203465674e+00 +1.484926079302181012e+00 +1.658702231097396895e+00 +2.375845462441192879e+00 +1.335784389877442413e+00 +1.472546296529091414e+00 +1.418196967283095411e+00 +1.405696640532951847e+00 +1.323433642283290634e+00 +1.686171852626337619e+00 +1.417835217873127718e+00 +1.775637527569177143e+00 +1.566366878026560050e+00 +1.229751937024216701e+00 +1.494265446692215837e+00 +1.330164403896552772e+00 +1.472147564032411982e+00 +2.016366285575456274e+00 +1.356311057228766437e+00 +1.330057849862670283e+00 +1.127452920884829624e+00 +1.329684357083739998e+00 +1.309165435735385907e+00 +2.288904500961844057e+00 +1.228474376532545431e+00 +1.271300123600052290e+00 +1.243579708272962714e+00 +2.507266446722888897e+00 +1.222590806925773599e+00 +1.518757951237715842e+00 +1.492978816390962304e+00 +1.480916303496587316e+00 +1.254583433049608843e+00 +1.936805318429996925e+00 +1.250815268344279918e+00 +1.355677573182841655e+00 +2.158890796766375075e+00 +1.651648954237465494e+00 +1.570244156071931130e+00 +1.232658153060250061e+00 +1.352535271743475542e+00 +1.304113139436936519e+00 +1.231035031757813147e+00 +1.634249925751375843e+00 +1.420470364513712003e+00 +1.183390419512630798e+00 +8.465296568397939758e-01 +1.494997812056667152e+00 +1.376367977630283068e+00 +1.509234510106263638e+00 +1.293101871547263526e+00 +1.278401512830062536e+00 +1.393627439799849821e+00 +1.598893551054800577e+00 +1.322950886376517365e+00 +1.864475647207679110e+00 +1.340694405950518142e+00 +1.274899843088702633e+00 +1.766381529533619599e+00 +2.012016684423652002e+00 +3.902165320320154063e+00 +1.302636929364687557e+00 +1.369128889148660155e+00 +1.233478483222190558e+00 +1.487186311036438502e+00 +1.308509030917578198e+00 +1.433943048074504789e+00 +2.228962901170793653e+00 +1.384581270808752596e+00 +1.824707887964746034e+00 +1.131263992082752745e+00 +1.322507103023976560e+00 +1.341342880592980125e+00 +1.279147781452134369e+00 +1.670264613256964958e+00 +1.109017474406161607e+00 +1.372349501283670392e+00 +1.444358736288646750e+00 +2.169006062965323611e+00 +1.449132489215396280e+00 +1.946354722951409766e+00 +1.401107518822233278e+00 +1.461012163534614494e+00 +1.308983652245783613e+00 +3.018115881256394406e+00 +1.333348266357118561e+00 +1.548405742001381258e+00 +1.738065809623557723e+00 +1.435910240146944350e+00 +1.286201366196852769e+00 +1.258142176677618407e+00 +1.747562476241870000e+00 +1.926535874054219999e+00 +1.373836227160275536e+00 +1.455748515750331817e+00 +1.199991854877306752e+00 +1.418277875103500119e+00 +1.262732381769400503e+00 +1.456552597509903402e+00 +1.241173363654249018e+00 +1.642231548153505472e+00 +1.284384667830436921e+00 +1.263986489195439100e+00 +1.307103593150940046e+00 +1.120131382051222646e+00 +1.494180583105214399e+00 +1.244555539823611223e+00 +1.292666137942391380e+00 +2.115994031786877283e+00 +1.310623631486121488e+00 +1.402558054917194541e+00 +1.355767890964041156e+00 +1.329614502169363721e+00 +1.375040886865237288e+00 +2.307942541286802651e+00 +1.377281961768066054e+00 +1.480425035471156781e+00 +1.516433447545463942e+00 +1.380638625291702448e+00 +1.242267112274152652e+00 +1.317872575356541454e+00 +1.331661503780163791e+00 +1.334773830171588349e+00 +1.424999922244589268e+00 +1.282105784097366641e+00 +1.222796878415528310e+00 +1.353052841531418027e+00 +1.443880517533374652e+00 +1.646349443979697957e+00 +2.031215386958345359e+00 +1.269208938053548286e+00 +2.954046428217044884e+00 +1.187121964057837431e+00 +1.343030801940374941e+00 +1.470904283842354721e+00 +1.320086651290593771e+00 +1.395890819303430286e+00 +1.481300750303652825e+00 +1.564446352035545162e+00 +1.662716026818525705e+00 +1.301011480857351854e+00 +1.373872161197774444e+00 +1.559446607537195995e+00 +1.380737585419566482e+00 +1.404917825321005731e+00 +1.636111951635697448e+00 +1.357144786961055338e+00 +1.496592200596308819e+00 +1.215764576672666797e+00 +1.623460608096533919e+00 +1.283521413362095354e+00 +1.422310245383512806e+00 +1.524724944904969570e+00 +1.303180392383719965e+00 +1.268194523541958496e+00 +2.275469907021366200e+00 +1.295558040666838551e+00 +1.173377474253722630e+00 +1.107539482634160910e+00 +1.356474232672509883e+00 +1.508103962519659724e+00 +1.799174023560425217e+00 +2.596486027575999778e+00 +1.527177536872634134e+00 +1.163042487785969081e+00 +1.312081443028266570e+00 +1.693688097957294580e+00 +1.315057351582729073e+00 +2.046670123827165177e+00 +1.561325620720478202e+00 +1.711568979495099674e+00 +1.259654492756700161e+00 +3.173680150202816019e+00 +1.313433678784867276e+00 +1.527150713112237046e+00 +1.409787704421209709e+00 +1.338614981628469813e+00 +1.328979993001577986e+00 +1.600068847923957094e+00 +2.001070447241003247e+00 +1.397895906504623476e+00 +1.457809627157446553e+00 +2.288507667752704755e+00 +1.828226016534746368e+00 +1.609418444391185865e+00 +1.125447116662897429e+00 +1.295628998443817625e+00 +2.033086511632678395e+00 +1.312434156805563301e+00 +1.409393719784306720e+00 +1.385579759069011541e+00 +1.357953613383015012e+00 +1.623207471262056778e+00 +1.200700420114250377e+00 +1.445857655263905528e+00 +1.255851804896505053e+00 +1.301459154387114125e+00 +1.789606669596640387e+00 +1.349670109852371569e+00 +1.256593049771822512e+00 +1.452331166904523796e+00 +1.477739973976032628e+00 +1.256561247077309318e+00 +2.001231469350313485e+00 +1.287981825854664253e+00 +1.533956416543227119e+00 +1.529238151057951356e+00 +1.514105792230853620e+00 +1.450857389238225492e+00 +1.138143082625336033e+00 +1.331210728314001113e+00 +1.613526238966013215e+00 +1.446397443142360517e+00 +1.330849978480449947e+00 +2.211158094881926495e+00 +1.296493344460198927e+00 +1.615820339328297495e+00 +1.340205690942014805e+00 +1.331661503780163791e+00 +1.080802479511985270e+00 +1.609302619158776482e+00 +1.725292490674389390e+00 +1.517056170673459770e+00 +1.292332483345158156e+00 +1.558745879810126578e+00 +1.950234913171160933e+00 +1.436071584073149054e+00 +1.336815943678883123e+00 +1.464116919070125755e+00 +1.352854361002830963e+00 +1.080276587240487585e+00 +1.291947366116029672e+00 +1.258030154717514781e+00 +1.388884017823823980e+00 +1.322174383216571769e+00 +1.329101341307052930e+00 +1.566252192098815277e+00 +1.558836170751897843e+00 +1.383348359814128292e+00 +1.402202306565019763e+00 +1.154461821764535490e+00 +1.656172426647871010e+00 +1.785218487938442955e+00 +1.033017248199625371e+00 +1.233013730909901184e+00 +1.158321815746724104e+00 +1.357124170161594368e+00 +1.222630053212768741e+00 +1.485174019874493823e+00 +1.307334654662235307e+00 +1.338526330096073247e+00 +1.331661503780163791e+00 +1.476345535668736053e+00 +1.211669889083731189e+00 +1.367243910878197521e+00 +4.567428257703728955e-01 +1.356662115883491504e+00 +1.496804229033591671e+00 +1.184048503459394830e+00 +1.560886236299322327e+00 +1.614551938936470865e+00 +1.393469213402300788e+00 +1.409925780001966444e+00 +1.475010561808481668e+00 +1.190189814889743847e+00 +1.405072027843049298e+00 +2.235519023003326389e+00 +1.505685183445193198e+00 +1.626080191803148889e+00 +1.208967216167354586e+00 +1.481069024482637664e+00 +1.310070180761269798e+00 +1.387836392978902600e+00 +1.304364257411649630e+00 +1.541884973003754711e+00 +1.689853041997850580e+00 +1.449856913238426026e+00 +6.057267515910020883e-01 +1.297943902096546642e+00 +1.578203797932598018e+00 +1.486802693428777911e+00 +1.375398221960062450e+00 +1.623556314347583074e+00 +1.309179901952763458e+00 +1.292515344694525226e+00 +1.329684357083739998e+00 +1.380545523614982173e+00 +1.720280851696936120e+00 +1.354738080490695440e+00 +1.544601733748132144e+00 +1.936915101760532387e+00 +1.558363538654730984e+00 +1.289893968556072856e+00 +2.104671550394894286e+00 +1.573196017479198794e+00 +3.304307632872432343e+00 +1.487281127766360678e+00 +1.512486865475127340e+00 +1.046868170893241023e+00 +1.517853709105119187e+00 +1.295342282689091462e+00 +1.367808470131583132e+00 +1.413565930400852988e+00 +1.377008377726787858e+00 +1.290036208478696933e+00 +1.443477371367495099e+00 +1.336085025217720990e+00 +1.190592043595158689e+00 +1.351739334729471276e+00 +1.467136197384693475e+00 +1.153652202390196724e+00 +1.343463795703123465e+00 +1.684445770786462626e+00 +1.371223158715374701e+00 +1.211065527236695916e+00 +1.671756225030274656e+00 +1.363675709887905985e+00 +1.548177951587184964e+00 +1.494265446692215837e+00 +1.794123736232430710e+00 +1.288493258313135215e+00 +1.140952635197733267e+00 +1.247434627409330865e+00 +1.518864683747152000e+00 +1.564565745499344462e+00 +1.384173648355105035e+00 +1.652147285260521681e+00 +3.173680150202816019e+00 +1.357831141906628680e+00 +1.484179970743769950e+00 +1.548855670133707729e+00 +1.287151877941409506e+00 +1.322719711127476216e+00 +1.766885739037958647e+00 +1.319029073563185106e+00 +1.284568762538788711e+00 +1.668978205846182394e+00 +1.550104649930484024e+00 +1.522790779553609308e+00 +1.754594602570773265e+00 +1.245578590143145314e+00 +1.597184028638052311e+00 +1.191448862269189890e+00 +1.319337089775700633e+00 +1.483173870575063003e+00 +1.638593194229399419e+00 +1.714000470669952314e+00 +1.607310902928458241e+00 +1.386447660884768007e+00 +1.711568979495099674e+00 +1.592609785161946290e+00 +1.449468845982359921e+00 +1.232658153060250061e+00 +1.205130992112034116e+00 +1.807101016052216291e+00 +1.761641685449068406e+00 +1.460108946006545283e+00 +1.308546859977294696e+00 +1.855426590391876962e+00 +1.760948492041737312e+00 +1.418407730263240740e+00 +1.394517966381592533e+00 +1.326083584418618067e+00 +1.613173875878916919e+00 +1.411860281310289622e+00 +1.456229726608671893e+00 +1.298170847435823116e+00 +1.306091938947685049e+00 +1.491688054401442365e+00 +1.360548665504206722e+00 +2.809032723618791305e+00 +1.697201118101455242e+00 +1.114792528320412535e+00 +1.544802791583328228e+00 +2.034719184060744812e+00 From e711557e4ac025689bdc28fc11938a22abb31560 Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 13:04:59 +0100 Subject: [PATCH 03/16] Update task_1_predictions.csv --- task_1_predictions.csv | 6726 ++++++++++++++++++++-------------------- 1 file changed, 3363 insertions(+), 3363 deletions(-) diff --git a/task_1_predictions.csv b/task_1_predictions.csv index b07afec..e905481 100644 --- a/task_1_predictions.csv +++ b/task_1_predictions.csv @@ -1,3363 +1,3363 @@ -1.431941845405088731e+00 -1.635771714287760581e+00 -1.654185679377904838e+00 -1.644586716968592599e+00 -1.387783404686419919e+00 -1.710030221582653720e+00 -1.970150678573805214e+00 -1.372014914437291733e+00 -1.275000783982084718e+00 -1.414080559638843271e+00 -1.262548694807930971e+00 -1.314120943923355878e+00 -1.642942363315151644e+00 -1.812352222127000978e+00 -2.945495158992662788e+00 -1.321196962384777684e+00 -1.785133234486564691e+00 -1.537061971882401679e+00 -1.279562898039882102e+00 -1.369523256539348033e+00 -1.518169822554151560e+00 -1.383492674377067022e+00 -1.277763211157489920e+00 -1.411812023332744914e+00 -1.338057402010364383e+00 -1.423312224792480318e+00 -2.973628539299903117e+00 -1.448164251529314273e+00 -1.239122706338647850e+00 -1.303009947107275579e+00 -1.542121402503892513e+00 -1.315542071223231302e+00 -2.121417027271650824e+00 -1.271899679448104781e+00 -1.293206297049094289e+00 -1.436681869647415510e+00 -1.448079458478807036e+00 -1.619651502513082431e+00 -1.479323512738896840e+00 -1.184280500653309476e+00 -1.734567620379593444e+00 -1.758499230172661409e+00 -1.604911992326485404e+00 -1.467222876072277193e+00 -1.266878709869205366e+00 -1.046763430895802482e+00 -1.175892818736712808e+00 -2.059155943903931973e+00 -1.299909566980390396e+00 -1.354660593880988806e+00 -1.285909446717026006e+00 -2.047137310021951873e+00 -1.419671969930481392e+00 -1.621021157982295291e+00 -1.716992340284390073e+00 -9.273368917297130087e-01 -1.338516796953792332e+00 -1.380137845828358856e+00 -1.505231986518756448e+00 -1.295367711751325368e+00 -1.337202822694617321e+00 -1.274626743088668412e+00 -1.233478483222190558e+00 -2.079896625824887657e+00 -1.914905910958136337e+00 -2.041363903107729527e+00 -1.485025908160487740e+00 -1.432337881885871411e+00 -1.356658413334479230e+00 -1.399862401266306566e+00 -1.272320129338228023e+00 -1.396465477828025215e+00 -3.242100044551872617e+00 -1.707395610971429889e+00 -1.274626743088668412e+00 -1.428630719312914188e+00 -1.397620185647191260e+00 -1.261603473289375055e+00 -1.187442444611005676e+00 -1.242803501585253212e+00 -1.724088339079799637e+00 -2.062623794775133579e+00 -1.675648779343221761e+00 -1.362588723809923907e+00 -1.498349608557524526e+00 -1.399651248871203624e+00 -1.355374033940364153e+00 -1.293630676641837729e+00 -1.487093953486933184e+00 -1.359992740833103841e+00 -1.917445810378208160e+00 -1.612130100465198668e+00 -1.661780158984066169e+00 -1.373620500330423377e+00 -1.798256149916248603e+00 -1.282714805998713459e+00 -1.624390726525207329e+00 -1.270385534387732607e+00 -1.441139635233253724e+00 -1.377836078444500068e+00 -1.421789961993048523e+00 -1.503629754842595423e+00 -1.358085753627617187e+00 -1.382947281679826279e+00 -1.249801112743536891e+00 -1.321327639981503488e+00 -1.612258633446121969e+00 -1.281594737248587634e+00 -1.447144641261870479e+00 -1.233478483222190558e+00 -1.352621757824685522e+00 -6.555291870613434435e-01 -1.377836078444500068e+00 -1.171147102630447412e+00 -1.326155616863443409e+00 -1.552683471520834857e+00 -1.278626147732628393e+00 -1.357606636067203443e+00 -1.416329537363786528e+00 -1.720529769439128609e+00 -1.744709183330153124e+00 -2.417510827543202456e+00 -1.676526357208822926e+00 -1.720529769439128609e+00 -1.243321845779338464e+00 -1.407143283733824468e+00 -2.111328195190276258e+00 -1.244458577182678605e+00 -1.935000467334256680e+00 -1.392895449324945911e+00 -2.085381977694878319e+00 -1.533316428203001625e+00 -1.463020774624198106e+00 -1.347102396683369951e+00 -1.006753921783890782e+00 -1.309423528639022560e+00 -1.543207492731271113e+00 -1.313428310347034333e+00 -1.336883029620136609e+00 -1.594584300897709639e+00 -1.290896315474180822e+00 -1.380417894434926573e+00 -1.313122554660809627e+00 -1.365066178155502907e+00 -1.369232643785129877e+00 -1.453547744301874278e+00 -1.407676325111687943e+00 -2.357470461047371124e+00 -2.578860747476833915e+00 -1.388769349071354853e+00 -2.436224384277405619e+00 -1.721566705348638093e+00 -1.504388361253688133e+00 -1.397535251089103481e+00 -1.154461821764535490e+00 -1.901492948938095839e+00 -1.334141383437124517e+00 -1.767837030285342115e+00 -1.584485624825652694e+00 -1.268600687874527733e+00 -1.370236758979554992e+00 -1.473748417971772362e+00 -1.549567943502252465e+00 -2.172368193129121217e+00 -1.392196633083474522e+00 -1.274494840514618588e+00 -1.329525960811928309e+00 -1.531359992749118382e+00 -1.312081443028266570e+00 -1.292852800356052212e+00 -1.686937013181408096e+00 -7.360211004241586918e-01 -1.485607609041039057e+00 -1.168452782669582080e+00 -1.233478483222190558e+00 -2.040215892620788729e+00 -1.561600655412366478e+00 -1.532028241227084475e+00 -1.508247322751530062e+00 -1.419391304534995735e+00 -1.455682140940801395e+00 -1.680846537567213472e+00 -1.395502731399582919e+00 -1.233478483222190558e+00 -1.483640623058015917e+00 -1.395455014957470707e+00 -1.445164191741336701e+00 -1.734846736467792416e+00 -1.377876966626335742e+00 -1.618947056479294044e+00 -1.390836091813985043e+00 -1.525610421833411223e+00 -1.231158438546360978e+00 -1.256009779778292978e+00 -1.121403968463580370e+00 -1.570445742202628114e+00 -1.335563392216911893e+00 -1.454840734642156796e+00 -1.397620185647191260e+00 -1.521262462589716646e+00 -1.551002722487855090e+00 -1.436396761859491500e+00 -1.250710088354906269e+00 -1.715771084904573085e+00 -1.485711374712996857e+00 -1.529185348950041989e+00 -1.335379902775405414e+00 -1.478892453228916493e+00 -1.565409723164357558e+00 -2.104671550394894286e+00 -1.517853709105119187e+00 -1.426182893333760138e+00 -1.259000137995675006e+00 -1.362445403534318533e+00 -1.117090116574940728e+00 -1.700124893958029126e+00 -1.343126048098932657e+00 -1.273832439185003551e+00 -1.262703462186107961e+00 -1.569530345529170479e+00 -1.438801617718131531e+00 -1.273504354299546115e+00 -1.432294570873405837e+00 -1.485143461578915192e+00 -1.411137265062587742e+00 -1.663539272125490021e+00 -1.421055764606109495e+00 -1.390479674701690760e+00 -1.355717930504279245e+00 -1.262808685686039656e+00 -1.569816339951954465e+00 -1.525948608514177129e+00 -1.297798492865257503e+00 -1.134135939743360799e+00 -1.608819511448191131e+00 -1.431022392278035182e+00 -1.551267115932860818e+00 -1.659013868538215863e+00 -1.399041198245527085e+00 -1.576783342042975100e+00 -1.604911992326485404e+00 -1.472685042222721785e+00 -1.202903299009207450e+00 -1.653567338228220329e+00 -1.336206318996014053e+00 -1.853478585826198843e+00 -1.361803141794270200e+00 -1.410503396026170808e+00 -1.228571992316431549e+00 -1.086205340166081834e+00 -1.367171012700102217e+00 -1.408396489818941166e+00 -1.332400016670064913e+00 -1.741429979398442018e+00 -1.375398221960062450e+00 -1.284697328172410113e+00 -1.158321815746724104e+00 -1.505358982777133203e+00 -2.012016684423652002e+00 -1.601815413678255418e+00 -1.998089233646761498e+00 -1.443177013434211897e+00 -1.413564104738864069e+00 -1.506320600465684612e+00 -1.412967505245513289e+00 -1.609418444391185865e+00 -1.085934202644248670e+00 -1.320924391152451527e+00 -1.185159830219609578e+00 -2.466884121916125938e+00 -1.419647963067725893e+00 -1.261188846375943751e+00 -1.438970875634247415e+00 -1.124141117127866130e+00 -1.307074127148873499e+00 -1.551267115932860818e+00 -1.886299678049690343e+00 -1.326038283327426015e+00 -1.408346261996705762e+00 -1.343601222499134940e+00 -1.498649981679846643e+00 -1.325986244270647818e+00 -1.509970247743246397e+00 -1.718350255313161545e+00 -1.262569205157709540e+00 -1.326145119470662381e+00 -1.451521395783261781e+00 -1.736065195998487631e+00 -1.463200907801099238e+00 -1.393083296490177370e+00 -1.388170061398355637e+00 -1.365834426950542024e+00 -1.321487152657208952e+00 -1.281542826034120397e+00 -1.383492674377067022e+00 -1.316306445428690575e+00 -1.310923097289901751e+00 -1.385269735173910499e+00 -1.262943356780420912e+00 -1.339610238316107038e+00 -1.882189680878092686e+00 -1.306897916293687789e+00 -1.319931840329539918e+00 -1.369232643785129877e+00 -1.297440612000617444e+00 -1.223504104911060875e+00 -1.286761287970027645e+00 -1.326038283327426015e+00 -2.945617800861978886e+00 -1.933996140566406563e+00 -1.466472426815202290e+00 -1.484931636659535314e+00 -1.239151747510972568e+00 -1.074033272912661818e+00 -1.736263705481148056e+00 -1.172087083525691797e+00 -1.320420614129746983e+00 -1.701175136396789966e+00 -1.120131382051222646e+00 -1.792510451371742475e+00 -1.368305507143519062e+00 -1.449817133381845924e+00 -1.660487937547167725e+00 -1.759624314420665137e+00 -1.200890752074317280e+00 -1.340946768346728657e+00 -1.368248157258395103e+00 -1.275827270023823790e+00 -1.767000661096608471e+00 -1.248330708951585599e+00 -1.393667617486944454e+00 -1.187442444611005676e+00 -1.900060133837996101e+00 -1.263684981098190940e+00 -1.328615021212240732e+00 -1.198711770391108766e+00 -1.720019597568592129e+00 -1.461612304817140995e+00 -1.445952987735753315e+00 -1.118421747963652457e+00 -1.677098900072484522e+00 -1.233478483222190558e+00 -1.962165045183890788e+00 -1.986672546794890692e+00 -1.336669194444566999e+00 -1.273759087566652681e+00 -1.249554530116971929e+00 -1.158039039505555978e+00 -1.281103240180382352e+00 -1.606793086959942718e+00 -1.163257992224336901e+00 -1.615600594004737545e+00 -1.695091233265135999e+00 -1.595439957674479992e+00 -1.577864268506325329e+00 -1.687561100543155002e+00 -1.537707338256494971e+00 -1.582579580017929644e+00 -1.375381387255774523e+00 -1.875819655402457986e+00 -1.433761069094162455e+00 -1.524504242425538836e+00 -1.539797873057788591e+00 -1.252472287540992824e+00 -1.873098008693739880e+00 -1.316206190201544501e+00 -1.725140237270211818e+00 -1.609683424291844300e+00 -1.320674278841359905e+00 -1.569646667377059046e+00 -1.381455787836153304e+00 -1.228039612482890508e+00 -1.375051804490301066e+00 -1.765313685454580339e+00 -1.304871917013933125e+00 -1.306886601341337606e+00 -1.232658153060250061e+00 -1.253197151845148127e+00 -1.972429247917212747e+00 -1.351163595999085532e+00 -1.332351126878186909e+00 -1.381168689887092071e+00 -1.449848166233850044e+00 -1.483581457214178112e+00 -2.820876155599084001e+00 -1.511327590588364744e+00 -1.767831460148092004e+00 -1.331557655824473274e+00 -1.376917716849498374e+00 -1.412458384470093975e+00 -1.534157909616439719e+00 -1.827539205516722332e+00 -1.418308556635404116e+00 -1.622005833087313720e+00 -1.595739460951630218e+00 -1.584609617579002538e+00 -1.967651909803080468e+00 -1.790166130577153680e+00 -1.374709775021723424e+00 -1.480502565463138298e+00 -9.885905890906679927e-01 -1.674726207118189647e+00 -1.473842349813262675e+00 -1.530562413285891710e+00 -1.462667661484127857e+00 -1.711820273379325297e+00 -1.903564797156603206e+00 -1.485174019874493823e+00 -1.095147200249779074e+00 -2.822598752618929119e+00 -1.516319938773652121e+00 -1.302081348473159483e+00 -1.323483553622544218e+00 -1.818431319545171121e+00 -1.286940694381525363e+00 -1.494265446692215837e+00 -1.333488333313159302e+00 -1.273885546981319727e+00 -1.360113389470197331e+00 -1.899022769000897615e+00 -1.283300682305190898e+00 -1.445994710426746321e+00 -1.127513537079968486e+00 -1.466178270069982359e+00 -1.355835582741789613e+00 -1.421215330326001780e+00 -1.520036093243837705e+00 -1.600045355165845340e+00 -1.351481426138862574e+00 -1.302143247990835917e+00 -1.455128659315480633e+00 -1.320558919996742908e+00 -1.720529769439128609e+00 -2.033802029441281078e+00 -1.408003035496432132e+00 -1.707862253438378497e+00 -1.538328309895927282e+00 -1.646232338034151921e+00 -1.632047593900485261e+00 -1.536190698034993529e+00 -1.328710564244487413e+00 -1.312081443028266570e+00 -1.023248240608121584e+00 -1.317002790172123294e+00 -1.517853709105119187e+00 -1.183491751732259178e+00 -1.441256364185333760e+00 -1.373894023446105228e+00 -1.257256458038111369e+00 -1.553175469692153143e+00 -1.326038283327426015e+00 -1.741465711115062875e+00 -1.319078190542871454e+00 -1.402057538484013710e+00 -1.651263347239770640e+00 -1.107833839228044681e+00 -1.162596392561750847e+00 -1.445508332589857670e+00 -1.477982564167736879e+00 -1.551157540757608810e+00 -1.350308644931043744e+00 -1.711568979495099674e+00 -1.439965330555203371e+00 -1.482986927570220548e+00 -1.377548922690966515e+00 -1.711568979495099674e+00 -1.299812125989484146e+00 -1.417664740147361657e+00 -1.521262462589716646e+00 -1.575349094384401960e+00 -1.202848201368138747e+00 -1.349912314904020860e+00 -1.328368379768454677e+00 -1.271048505203438594e+00 -1.431648873548245549e+00 -1.634244179146844278e+00 -1.232651007802655130e+00 -1.421479049493215019e+00 -1.111539520356594091e+00 -1.295642629429522907e+00 -1.859558621593490946e+00 -1.591791081104432681e+00 -1.205639286106689134e+00 -1.472714752307950237e+00 -1.736908858454075277e+00 -1.348163365129890101e+00 -1.434717119545806607e+00 -1.219736699010219194e+00 -1.356051121229761458e+00 -1.327022712262060145e+00 -1.255337560582219680e+00 -1.264726652192641909e+00 -1.738470463212503425e+00 -1.297205119861946532e+00 -7.360211004241586918e-01 -1.272606446093546229e+00 -1.406720751804074521e+00 -1.720529769439128609e+00 -1.404579456736592569e+00 -1.247697726886919600e+00 -1.752094473236660566e+00 -1.282181631399374577e+00 -1.223454370133760793e+00 -1.734214054563501417e+00 -1.520219134685875551e+00 -1.331132096516515873e+00 -1.677068979027803719e+00 -1.603018308105913725e+00 -1.577865486680210871e+00 -7.355702643988482059e-01 -1.423933988076670376e+00 -1.183994941683948143e+00 -1.833610579723216283e+00 -1.345034057362517244e+00 -1.424628962222227013e+00 -1.538328309895927282e+00 -3.507444414940171118e+00 -1.693699789381004406e+00 -1.863983946452088869e+00 -2.296686315857746852e+00 -1.604872902268714041e+00 -1.587822932901810757e+00 -1.289729733773478104e+00 -1.332154012369197726e+00 -1.290544695673458087e+00 -1.869491208979898511e+00 -2.609634459426812381e+00 -2.541822855601193698e+00 -3.155742303543827898e+00 -1.327812850280720935e+00 -1.258604700242054619e+00 -1.338726494678607271e+00 -1.228470071436219113e+00 -1.211974735854255414e+00 -1.265553829388584184e+00 -1.443880517533374652e+00 -1.269991174065988826e+00 -2.004576378056493358e+00 -1.306594887652354320e+00 -1.443880517533374652e+00 -1.087389202337674554e+00 -1.227696496269683912e+00 -1.414181527569978059e+00 -1.332638711049478397e+00 -1.514992344560270876e+00 -1.285253803648361615e+00 -1.340594778730289427e+00 -1.304870607797889104e+00 -1.579343870170266673e+00 -1.317700237236405947e+00 -1.371000638654074288e+00 -1.206630563183607618e+00 -1.333791221597057319e+00 -8.954143981739975944e-01 -1.675061736666780154e+00 -1.485907192294066981e+00 -1.455622451144926721e+00 -1.558363538654730984e+00 -1.756017842882489299e+00 -1.426625594619981729e+00 -1.893353413254983186e+00 -1.138143082625336033e+00 -1.233478483222190558e+00 -1.668401766454946200e+00 -1.277118950528061569e+00 -1.249564284052011365e+00 -1.893905151874902826e+00 -1.219736699010219194e+00 -1.292541077017573370e+00 -1.135369257238663554e+00 -1.388675535301200359e+00 -1.432482691228054383e+00 -2.742660406702265075e+00 -1.459969264362532160e+00 -1.224674233239566146e+00 -1.319353538833577977e+00 -2.323760493272513550e+00 -1.410503396026170808e+00 -1.670659090532621960e+00 -1.334992609552891007e+00 -1.309894105075202431e+00 -1.563846854039006917e+00 -1.756708600133520148e+00 -1.316473636799196045e+00 -1.633924333147363850e+00 -1.647901195688859843e+00 -1.823911626958380605e+00 -1.340105818857448616e+00 -1.335553682698169986e+00 -1.411539750197776000e+00 -1.233478483222190558e+00 -1.436569307473303914e+00 -1.425162664242549448e+00 -1.253729813444296681e+00 -1.477384776744107953e+00 -1.483386587892784325e+00 -1.634416853390001867e+00 -1.433567551595324119e+00 -1.379584712827466753e+00 -1.285746733888152749e+00 -1.443222610428821717e+00 -1.256432430282894641e+00 -1.548506471096314341e+00 -1.517263761381786091e+00 -1.054912403411366606e+00 -1.364403165139172147e+00 -1.333309701712174666e+00 -1.219731153245280586e+00 -1.412564034116901679e+00 -1.289787918506534625e+00 -1.312859163515484040e+00 -1.239242408035592158e+00 -1.886556430161335784e+00 -2.333307177556967371e+00 -1.381600041946989599e+00 -1.418407730263240740e+00 -1.778990568873186850e+00 -1.235578187952807827e+00 -1.179670387851308622e+00 -1.216839710588978551e+00 -1.371370538101762904e+00 -1.822180867134211235e+00 -1.572215829245527274e+00 -2.374569283651319918e+00 -1.173283658666627094e+00 -1.180408535815440585e+00 -2.643975157361832196e+00 -1.688992689726671159e+00 -1.502883423926149709e+00 -1.275170504659664639e+00 -1.235440928515685544e+00 -1.695373054382230738e+00 -1.141046669065063579e+00 -1.284974696313179177e+00 -1.607531315260287474e+00 -1.255149136830931988e+00 -1.429526290334995897e+00 -1.691957914194891055e+00 -1.233447790155623336e+00 -1.392682317084412036e+00 -1.426974438168940873e+00 -1.295245101440519520e+00 -1.690690924757564995e+00 -1.375182242005652311e+00 -8.126728531809577216e-01 -1.652591474885189538e+00 -1.227907763570547095e+00 -2.723526117171743088e+00 -1.334093318071900791e+00 -1.809143089161328488e+00 -1.233478483222190558e+00 -1.399734257831027895e+00 -1.360848463178010226e+00 -2.025466214198999193e+00 -1.394554380929811099e+00 -1.286315750779128075e+00 -1.510340575997953128e+00 -1.320125781352001537e+00 -1.654032049360637080e+00 -1.677279776521728216e+00 -1.340284110794711214e+00 -1.254301212481047978e+00 -1.483377605408148447e+00 -1.580333503743444279e+00 -2.019257528807777202e+00 -1.353884444718557178e+00 -1.367338452701781559e+00 -1.458117559138473629e+00 -1.359263587899526060e+00 -2.107074409534051007e+00 -1.179670387851308622e+00 -1.276659644550537598e+00 -1.599865899978287542e+00 -1.281301924622222144e+00 -1.269634900830541868e+00 -1.529374742909296980e+00 -1.388281438644693999e+00 -1.390826978290664151e+00 -1.290052984356742760e+00 -1.233478483222190558e+00 -1.172567192032378802e+00 -1.481385237351598549e+00 -2.164446214065715246e+00 -1.455493267345023822e+00 -1.418058260429391648e+00 -1.329417743145042241e+00 -1.263191943207631063e+00 -1.530562413285891710e+00 -1.392537726112822449e+00 -1.424897138649194428e+00 -1.470011609275645892e+00 -2.228309512634474743e+00 -1.455933827483598897e+00 -1.396217428662268167e+00 -1.441139635233253724e+00 -1.618107349147539509e+00 -1.336917015733058323e+00 -1.287861703183361017e+00 -1.481223868656616816e+00 -1.396829449192224182e+00 -1.359849857519652039e+00 -1.223504104911060875e+00 -1.326038283327426015e+00 -2.044341318321448497e+00 -2.330895685289272823e+00 -1.390090480098512771e+00 -1.086334268479739240e+00 -1.361692339809848384e+00 -1.810697704914434825e+00 -1.314103223091729333e+00 -1.347960577940306104e+00 -1.707294107877833200e+00 -1.155866766167520154e+00 -1.304871917013933125e+00 -1.314677272022452881e+00 -1.319032960108299735e+00 -3.106631726701610585e+00 -2.196891261005994966e+00 -1.332919087016295911e+00 -1.774507192863308713e+00 -1.361981955267516309e+00 -1.905470708195266871e+00 -1.350267066975413988e+00 -1.485682945181108883e+00 -1.326055436879286065e+00 -1.772079077555119841e+00 -1.252559156043430821e+00 -3.629308200548631458e+00 -1.433248981447164949e+00 -1.547662651743172635e+00 -1.386071414422601178e+00 -1.347590140661755420e+00 -1.507364726140090205e+00 -1.288760627655094693e+00 -1.419846612613936410e+00 -2.387989168737345569e+00 -2.196192993609221933e+00 -1.387212573357283762e+00 -1.534874246535918196e+00 -1.440878999367348978e+00 -1.493173487068734540e+00 -1.233478483222190558e+00 -1.349912314904020860e+00 -1.319656966598625525e+00 -3.239321240460482976e+00 -1.593172740980126845e+00 -1.360291099156121231e+00 -1.874408199647773721e+00 -1.757401822580504813e+00 -1.329349176680167943e+00 -1.238204439335607088e+00 -1.228385961612422861e+00 -1.262554872785472515e+00 -3.018115881256394406e+00 -1.290109326916965005e+00 -1.248929499579765290e+00 -1.166616504649476527e+00 -1.598704273734986137e+00 -1.331272655225277601e+00 -1.326214753670842406e+00 -1.704665377648598268e+00 -1.833884332974599074e+00 -1.387748171299227229e+00 -1.323015206911025254e+00 -2.384740952194885910e+00 -1.235869996070535715e+00 -1.505703543774617348e+00 -1.290248925770719035e+00 -1.451253221727643039e+00 -1.130316671574782106e+00 -1.110291653049696903e+00 -5.296645535676062222e-01 -1.512193020669170940e+00 -1.385945906056824439e+00 -1.575519466700581184e+00 -1.947515759356447163e+00 -1.293069664675031927e+00 -1.511255903972106518e+00 -1.248910925266755179e+00 -1.247068351575141953e+00 -1.367270427712671044e+00 -2.072285104129522715e+00 -1.514498648855957530e+00 -1.930205118108418105e+00 -1.154461821764535490e+00 -2.534638975195524058e+00 -1.301042953392244295e+00 -1.270114133304101056e+00 -1.253917007003406470e+00 -1.643316822222078644e+00 -1.426390202262321605e+00 -1.269084455077210682e+00 -1.735530401420419366e+00 -1.591344145296051948e+00 -1.608182591163453523e+00 -1.369329185031523011e+00 -1.363354797686837427e+00 -2.262734352705395136e+00 -1.054642856056846600e+00 -1.577415672521466306e+00 -1.410579869104622963e+00 -1.551429996523500110e+00 -1.406720751804074521e+00 -1.648525311595475884e+00 -1.604190710624711524e+00 -1.134111600368053363e+00 -1.499116149654602159e+00 -2.221693293368494082e+00 -2.351284371142921437e+00 -2.463816107549672285e+00 -1.235630833944135087e+00 -1.309993678248342119e+00 -1.457830838446748434e+00 -1.255308547916906603e+00 -1.806918798650503089e+00 -1.189936499890691390e+00 -1.458381963418067473e+00 -1.575935948127999531e+00 -1.127452920884829624e+00 -1.378139203444119554e+00 -1.744011286928251581e+00 -1.365225214080428628e+00 -1.639889115553939902e+00 -1.135526466340669005e+00 -1.561038277135250674e+00 -1.286322135673565015e+00 -1.332597600678930183e+00 -1.466807984467413561e+00 -1.370701196649742215e+00 -1.417113059094336824e+00 -1.285138644461355062e+00 -1.251370743385958439e+00 -1.339808218166804732e+00 -1.278532375655885511e+00 -1.233478483222190558e+00 -1.317142906986118245e+00 -1.441104210777226502e+00 -1.536260037946599155e+00 -1.371530471224545078e+00 -1.668889081497293203e+00 -1.331183858458042657e+00 -2.370063709116786654e+00 -1.918249205315242678e+00 -1.805041143150455385e+00 -1.845782656733826910e+00 -1.907243506832550839e+00 -1.289043964443881363e+00 -1.314087825035137547e+00 -1.705259016893555080e+00 -1.654539063803027954e+00 -1.477902653872604777e+00 -1.315121044612187262e+00 -1.323058623341871520e+00 -1.339832544598553277e+00 -1.381532809322976174e+00 -1.594839122331044301e+00 -1.346933849391628968e+00 -1.806720160976434952e+00 -1.526826551670350529e+00 -1.640477435780217430e+00 -1.274978478934398085e+00 -1.323799417375871368e+00 -1.198553035406223266e+00 -1.413904660297365279e+00 -1.493285889933328558e+00 -1.357876720265074555e+00 -1.399214598032112900e+00 -1.676660615605370053e+00 -1.856187134372108805e+00 -1.808018286859466084e+00 -1.976798850906904770e+00 -1.343697357671541193e+00 -1.340205690942014805e+00 -1.349697234072707808e+00 -1.669039590534704187e+00 -1.322741750331351884e+00 -1.901589060948258636e+00 -1.555679197779302747e+00 -1.317003958994204638e+00 -1.413693032575503272e+00 -1.654101524741918627e+00 -1.504267708110324842e+00 -2.075580968910704982e+00 -1.275986445788366064e+00 -1.628469812808847283e+00 -1.314085472790735842e+00 -1.680215297067868541e+00 -1.496592200596308819e+00 -1.353254633388448536e+00 -2.175503993862776486e+00 -1.363566062964304715e+00 -1.483423761554157672e+00 -1.331253609500034019e+00 -2.034719184060744812e+00 -1.389978092352146088e+00 -2.657145892047375391e+00 -1.441882934248842174e+00 -1.406290817735265319e+00 -1.255958103571420237e+00 -1.570469326925732156e+00 -1.190664337182999466e+00 -1.566371217771494129e+00 -1.473508497731159439e+00 -1.745903625278967031e+00 -1.293006513611939301e+00 -4.713814046904437838e+00 -1.299774758394129259e+00 -1.393316966667547563e+00 -1.366018552417104015e+00 -1.233478483222190558e+00 -1.398968763104863289e+00 -1.552693514806628095e+00 -1.318296403000399630e+00 -1.154461821764535490e+00 -1.100534883311417689e+00 -1.257684882316483677e+00 -1.201998730395919424e+00 -1.542121402503892513e+00 -1.391441755298772787e+00 -1.428630719312914188e+00 -2.186030856111260690e+00 -1.367569194263984489e+00 -1.201231303998171018e+00 -1.303660551130077838e+00 -1.530562413285891710e+00 -1.323060885855827262e+00 -1.506589725017201786e+00 -1.387415318671131104e+00 -1.655829992483042856e+00 -1.409712452486061585e+00 -1.179670387851308622e+00 -1.361548360771419164e+00 -1.484343920118354587e+00 -1.749398292513000053e+00 -1.314424775479484664e+00 -1.412311255980963853e+00 -1.386844730616693999e+00 -1.371004638096820383e+00 -1.751183451243264688e+00 -1.275232366116658911e+00 -1.227364275948549244e+00 -1.517453738831958221e+00 -3.887204153983792931e+00 -1.364708993275660198e+00 -1.312173123091489924e+00 -1.831558157595027492e+00 -1.492956917484624668e+00 -2.052136204477242654e+00 -1.457294107833891239e+00 -1.177692303926465733e+00 -1.354918934630592764e+00 -1.511255903972106518e+00 -2.562519771092478749e+00 -1.147812042452511783e+00 -1.272242130070118327e+00 -1.621976464136695162e+00 -1.701754928488251606e+00 -1.367659516493195282e+00 -1.439081115460582483e+00 -1.490715162582794573e+00 -1.203360723114392794e+00 -1.731981361746269599e+00 -2.026101916031837646e+00 -1.797912042928601739e+00 -1.460657828033115946e+00 -1.539202546852822984e+00 -3.344179982443714394e+00 -2.011363152285413847e+00 -1.359268828124515993e+00 -1.100043452194491733e+00 -1.563427384946656895e+00 -1.185299021799218533e+00 -1.366255772779713773e+00 -2.463816107549672285e+00 -1.290148386300903116e+00 -1.489470585294695226e+00 -1.673490765650481382e+00 -1.266039201428434069e+00 -1.272718658231106970e+00 -1.649044966834438464e+00 -1.127968094568148061e+00 -1.297698365132166742e+00 -1.456198662418631606e+00 -1.381168689887092071e+00 -1.061607212051561611e+00 -1.293101871547263526e+00 -1.517542756512808122e+00 -1.258051659186312454e+00 -1.289181814593976849e+00 -1.824151652031518855e+00 -8.126728531809577216e-01 -1.446951924321046246e+00 -1.395332231913387844e+00 -1.325095132032139578e+00 -1.624323053722941168e+00 -1.349838196148880121e+00 -3.496971090506320046e+00 -1.301013976106143222e+00 -1.233478483222190558e+00 -1.497131251893146997e+00 -1.310829618730385837e+00 -1.394570917581236635e+00 -1.943242271907438257e+00 -2.954046428217044884e+00 -1.286761287970027645e+00 -1.449056988444548555e+00 -1.465330932048611201e+00 -1.300334848715468006e+00 -1.933204283908738441e+00 -1.321160494980918143e+00 -1.450824014176446131e+00 -1.642368613873601113e+00 -1.429026658608371303e+00 -1.285405544766321295e+00 -1.331668431938367592e+00 -2.142294572236378869e+00 -1.261494866250407298e+00 -1.415442486987731119e+00 -1.309310388887027443e+00 -1.515652133069193441e+00 -1.251003422650691199e+00 -1.673159193443334747e+00 -1.584951868633720728e+00 -1.342745674990718729e+00 -1.741085522098534399e+00 -1.491595204383313833e+00 -1.321695979304904789e+00 -1.442171861263617405e+00 -1.407231168988604786e+00 -1.548506471096314341e+00 -1.400162128425265440e+00 -1.361378179177003878e+00 -1.313895163975787650e+00 -1.290632945335649095e+00 -1.320340176413866029e+00 -1.433911909024596421e+00 -2.063375517547993976e+00 -1.306906941377367959e+00 -1.416133243108261164e+00 -1.275057538389257505e+00 -1.894562750178670818e+00 -1.349912314904020860e+00 -1.521262462589716646e+00 -1.448033008462530802e+00 -1.400894444284787044e+00 -1.362211294733388200e+00 -1.311497862574876550e+00 -1.294245349081084573e+00 -1.262122759997934551e+00 -1.408400854244086231e+00 -1.382726374184841456e+00 -1.526383312833699213e+00 -2.172368193129121217e+00 -1.521941916775630954e+00 -1.453342719779981529e+00 -1.473459228762167283e+00 -1.464278903675758414e+00 -1.520716804505052533e+00 -1.437693011823882427e+00 -1.418906565729081803e+00 -1.813863339225058713e+00 -1.227907763570547095e+00 -1.790793519855323312e+00 -1.110384188493007018e+00 -1.381234498768494579e+00 -1.475712803632504011e+00 -1.843120346011275501e+00 -1.253729813444296681e+00 -1.354454613322472190e+00 -1.701702992496159528e+00 -1.503753676738918799e+00 -1.433192005203133723e+00 -1.348004281367501056e+00 -1.310716112657665189e+00 -1.665178671687646439e+00 -1.469044536064922024e+00 -1.368794604657054936e+00 -1.448348023277144625e+00 -1.937353014322693356e+00 -1.516244459777559062e+00 -1.080276587240487585e+00 -1.530464875033015204e+00 -1.260907203292520151e+00 -1.367247629889962734e+00 -1.391227251766963935e+00 -1.624724063005693386e+00 -1.544391738000195025e+00 -1.327787416995624525e+00 -1.384695948530470844e+00 -1.720529769439128609e+00 -1.567324042099703441e+00 -1.298596878470910987e+00 -1.391724035527862391e+00 -2.204932746929186393e+00 -1.338242218400505834e+00 -1.343422627283484827e+00 -1.312488763384016544e+00 -1.519317946524579188e+00 -1.331852103513884833e+00 -1.343205508143070714e+00 -1.426087845628161155e+00 -1.770357299050068445e+00 -1.280720773976780524e+00 -1.302534971211722459e+00 -1.269644437212495758e+00 -1.611203185521076220e+00 -1.711608544599438897e+00 -1.394892464677605304e+00 -1.296479336543575611e+00 -1.980852451100162837e+00 -1.331661503780163791e+00 -1.346735616479488584e+00 -1.759120543786982571e+00 -1.259666325098410811e+00 -1.331661503780163791e+00 -1.370659522251278961e+00 -1.998501123965519710e+00 -1.461407579054263328e+00 -2.283809424110882169e+00 -1.582605813832280051e+00 -1.352351786804883105e+00 -1.233478483222190558e+00 -1.331661503780163791e+00 -1.429035311723779955e+00 -1.563602940750698833e+00 -2.011183680043226563e+00 -1.423987102607440658e+00 -1.352742253762903690e+00 -1.518146391502597892e+00 -1.445575970846606717e+00 -1.447384409885329681e+00 -1.378299794989718885e+00 -1.271044698849656429e+00 -1.404037287787667232e+00 -1.166964237475938582e+00 -1.620815244038605440e+00 -1.383492674377067022e+00 -1.426837504228560372e+00 -1.309668493571753078e+00 -1.320905221454764966e+00 -1.263667786217620659e+00 -1.762689230518302619e+00 -1.273973600498830017e+00 -1.533291324225126262e+00 -2.889726303992946832e+00 -1.406943180326741372e+00 -1.337128643672508055e+00 -2.261848497646578249e+00 -1.373986404023947783e+00 -1.750178098451692810e+00 -1.285352213091333962e+00 -1.433538320237087937e+00 -1.208912836830178028e+00 -1.389832660621822535e+00 -1.507216433654006371e+00 -1.517415015301144088e+00 -1.257991776977915421e+00 -1.329417743145042241e+00 -1.304627218598062299e+00 -1.224855299511510731e+00 -1.263205084696528591e+00 -1.518957375536770016e+00 -2.679560601295017719e+00 -1.449202892013130795e+00 -1.228519896936331790e+00 -1.642147224860339927e+00 -1.542504631227328060e+00 -1.387870746350028828e+00 -1.475942542935480661e+00 -1.090483460177461339e+00 -1.409228934165001945e+00 -1.772485189393389504e+00 -2.288454146020201918e+00 -1.402290590862038888e+00 -1.583764255078806471e+00 -1.313094344111556788e+00 -1.398802671918703888e+00 -1.509760546891867339e+00 -1.354854000722809593e+00 -1.522391293651668809e+00 -1.504836388894050803e+00 -1.071117777189339204e+00 -1.718147251980953527e+00 -1.957203046675379809e+00 -1.407425177878245393e+00 -1.686493080751101381e+00 -1.670659090532621960e+00 -1.609746431783210419e+00 -1.609418444391185865e+00 -1.360936675241752436e+00 -1.833643527526664929e+00 -2.692167737383352577e+00 -1.264006616170609609e+00 -1.127452920884829624e+00 -1.437617745170642891e+00 -1.394015641544611217e+00 -1.291439370697426536e+00 -2.172231021301630260e+00 -1.313122554660809627e+00 -1.338938524085981907e+00 -1.323041144189132989e+00 -1.408201069976608988e+00 -1.286406228030663401e+00 -1.349967669610747212e+00 -2.034719184060744812e+00 -1.318176571878568737e+00 -1.310017382887709303e+00 -1.351525381686319083e+00 -1.665809912500150647e+00 -1.264605007146945015e+00 -1.764220243691384526e+00 -2.081229080930922404e+00 -1.590170683424108056e+00 -1.371068014579456706e+00 -1.256454839960146508e+00 -2.206417489831748568e+00 -1.410097796192900654e+00 -1.606702646023592918e+00 -3.933474033140350823e+00 -1.587781681379645704e+00 -1.315770898170806724e+00 -1.065005647371922937e+00 -1.305463945427269401e+00 -2.172231021301630260e+00 -1.698889435916821400e+00 -1.397620185647191260e+00 -1.239227960121853434e+00 -1.533578020967579780e+00 -1.381234498768494579e+00 -1.400986357756490053e+00 -3.287680210290400584e+00 -1.099289483156978608e+00 -1.158612706391277891e+00 -1.953700329178633899e+00 -1.312452121699460683e+00 -1.206252812090088833e+00 -1.098711034291263600e+00 -1.371836554417525278e+00 -1.500025882513552622e+00 -1.143216160398473402e+00 -1.365986476112493353e+00 -1.407425177878245393e+00 -1.336160217185279775e+00 -1.382070801565620011e+00 -1.772379343386939921e+00 -1.325014985675171841e+00 -1.472060325235288181e+00 -1.347587427839513463e+00 -1.820464560714508906e+00 -1.450242354389439381e+00 -1.336160217185279775e+00 -1.350972283120599249e+00 -1.312767026648172353e+00 -1.662434072423908171e+00 -1.276231569166960123e+00 -1.880805366099687292e+00 -1.845434660585239195e+00 -1.441856846894569166e+00 -1.321487152657208952e+00 -1.420735632076407073e+00 -1.574299257292163912e+00 -1.371620159364026481e+00 -2.027505633228394277e+00 -1.750648729695003514e+00 -1.805041143150455385e+00 -1.451842139019526190e+00 -1.278268577331606481e+00 -1.130265190453795920e+00 -1.407827393443375597e+00 -1.423720839565405516e+00 -1.638394116033370373e+00 -1.212531105682037591e+00 -1.638123938903412569e+00 -1.962922040508671806e+00 -1.404522386143919332e+00 -1.375296761594106520e+00 -1.337630578030258865e+00 -1.481921184900830024e+00 -1.756091267989586369e+00 -1.309008196788848055e+00 -1.354892122192072224e+00 -1.335960939368906031e+00 -1.463416259330675206e+00 -1.496320978648751687e+00 -1.331842631752041095e+00 -1.342864846275999779e+00 -1.373110238912420122e+00 -2.219127418344844838e+00 -1.259666325098410811e+00 -1.270249976290440674e+00 -1.654101524741918627e+00 -1.291842876900534343e+00 -1.264656262658783392e+00 -1.727557428449726151e+00 -1.331769071755944722e+00 -1.351449047807465664e+00 -1.562485522804006211e+00 -1.349272112192891671e+00 -1.751183451243264688e+00 -1.356565282900941583e+00 -1.286171924635795216e+00 -1.749337601783277574e+00 -1.198391151523799492e+00 -1.551924824029655037e+00 -1.361552046982539510e+00 -1.354771329291578175e+00 -1.544806496405140228e+00 -1.360516987428577851e+00 -1.303425359028798081e+00 -1.245714034942593251e+00 -1.944825537748854805e+00 -1.364066148134316814e+00 -1.367189227737081847e+00 -1.308566642838987937e+00 -1.619996700694178671e+00 -1.359039004579298604e+00 -1.180822221269398620e+00 -1.313894011736617573e+00 -1.108193464667626582e+00 -1.235105998218012813e+00 -1.547026143332428827e+00 -1.313391435003245178e+00 -1.621021157982295291e+00 -1.743206689867156323e+00 -1.188572682347309284e+00 -1.400132703492912967e+00 -1.447680531782921776e+00 -1.310912433438137459e+00 -1.491390175616159164e+00 -1.249204221281370986e+00 -2.945495158992662788e+00 -1.353009780615381130e+00 -2.421881751290374751e+00 -1.365367685096472883e+00 -1.598880262583377787e+00 -1.086205340166081834e+00 -1.302636929364687557e+00 -1.238166079003643283e+00 -1.342176945526146969e+00 -1.265086316100342723e+00 -1.185156238082085478e+00 -1.845136071582657245e+00 -1.355248123243921299e+00 -1.247059442673264629e+00 -2.356779833288712656e+00 -1.384761537051195646e+00 -1.413874519640632377e+00 -1.517853709105119187e+00 -1.118715439849568671e+00 -1.199609596927996291e+00 -1.847823049348997326e+00 -1.521421722777078323e+00 -1.784430761806551358e+00 -1.384398721331611126e+00 -1.666334315087366180e+00 -1.292708643306409222e+00 -1.701754928488251606e+00 -1.254188639491095492e+00 -1.413538295232453557e+00 -1.365375915607083712e+00 -1.471271243481658608e+00 -1.609418444391185865e+00 -1.423522564384855471e+00 -1.701754928488251606e+00 -1.899504474590522296e+00 -1.232658153060250061e+00 -1.791757598731560153e+00 -1.435012740858100377e+00 -2.348092230320896867e+00 -1.559381370201021966e+00 -1.235237722967997831e+00 -1.286194727928732684e+00 -1.472051697963752348e+00 -3.507444414940171118e+00 -1.359173822357461869e+00 -1.622595004356142567e+00 -2.267893280326773731e+00 -1.251638628643965356e+00 -1.565614189704215509e+00 -1.235436412022465680e+00 -1.261908906918786100e+00 -1.308167020379207734e+00 -1.220606971994784073e+00 -1.566371217771494129e+00 -1.647500080827513314e+00 -1.562878041177539146e+00 -1.890441686591467052e+00 -1.720529769439128609e+00 -1.315133151612762008e+00 -1.266244305033978446e+00 -1.336527102744365481e+00 -1.364659532934947572e+00 -1.357143519685215072e+00 -1.578193922835944063e+00 -1.272950239651436499e+00 -1.711568979495099674e+00 -1.747293799152503269e+00 -1.620773824915115346e+00 -2.039847129989434737e+00 -1.414327417940624443e+00 -1.317569176114893770e+00 -1.383153308384756697e+00 -1.734282645294504377e+00 -3.012767599707030453e+00 -1.228278226976534437e+00 -1.377937486826746216e+00 -1.394124721670603417e+00 -1.328615021212240732e+00 -1.434667025951358532e+00 -1.629918995399712633e+00 -1.527596444652845387e+00 -1.167893786571462034e+00 -2.245083419275357706e+00 -1.347587427839513463e+00 -1.284257164527406125e+00 -1.597498510725983367e+00 -1.239499861558913674e+00 -1.853515495429549409e+00 -1.219736699010219194e+00 -1.342769667645401066e+00 -1.232744628982627377e+00 -1.233478483222190558e+00 -1.574868416537156257e+00 -1.833284696599411845e+00 -1.501204883714939209e+00 -1.327590547194797965e+00 -8.126728531809577216e-01 -1.292155060079003492e+00 -1.870689744976910207e+00 -1.530562413285891710e+00 -1.238953947102963804e+00 -1.517542756512808122e+00 -1.542881123011178301e+00 -1.464167391825792697e+00 -1.413626500131602848e+00 -1.549955949164375513e+00 -1.509227617305604285e+00 -1.338376354067642771e+00 -1.409264653620656782e+00 -1.566371217771494129e+00 -1.745235173825185893e+00 -1.305035958364518800e+00 -1.284354112329077369e+00 -1.371905595520273469e+00 -1.444125628944298967e+00 -1.318371373677283964e+00 -1.402921161458339894e+00 -1.325345443470022255e+00 -1.344141473490104932e+00 -1.996966643205931424e+00 -1.532602141429934672e+00 -1.666301384368357619e+00 -1.330360542076253649e+00 -9.419345813496475817e-01 -1.640918214951778253e+00 -1.347860868638520504e+00 -1.221183500046918446e+00 -1.507400442029775745e+00 -1.291099630681316057e+00 -1.340484988899731444e+00 -1.678047645784940034e+00 -1.242898638574044590e+00 -1.697467116467537007e+00 -1.341588552928742795e+00 -2.115994031786877283e+00 -1.394200160461787519e+00 -1.248346859372825080e+00 -1.314298345672159529e+00 -1.547809898770552861e+00 -1.225649905141306562e+00 -1.816289271688949158e+00 -1.971732207280393334e+00 -1.342526775240954207e+00 -1.280568026451872621e+00 -1.349147332413105360e+00 -1.396350657346805635e+00 -1.566371217771494129e+00 -1.423272096255929098e+00 -1.331685919818593078e+00 -1.873444211296200201e+00 -2.501762528583246326e+00 -1.428824212035452401e+00 -1.374192298430849002e+00 -1.349144480951125047e+00 -1.387510089547314474e+00 -1.475285450855718050e+00 -1.332798076652002672e+00 -1.387754736826413371e+00 -1.239325871752162911e+00 -1.285234918551419359e+00 -1.827583763631233316e+00 -1.433761069094162455e+00 -1.427581669220157945e+00 -1.397923857091713407e+00 -2.591733730176494443e+00 -1.813877622347572327e+00 -1.357393796879075021e+00 -1.258978641384836505e+00 -1.819581397722545235e+00 -1.454839835499645684e+00 -1.280491073751785169e+00 -1.428542462560730586e+00 -1.452767339628709520e+00 -1.219736699010219194e+00 -1.266860948396132391e+00 -1.753814611723905736e+00 -2.032843177563286030e+00 -1.318224345229213945e+00 -2.787894186963401744e+00 -1.696190921384266304e+00 -1.283315248089835325e+00 -1.192181490527030707e+00 -2.344036490031567777e+00 -1.696604398062666386e+00 -1.355248123243921299e+00 -1.727885414232443795e+00 -2.599338977402159578e+00 -1.338516796953792332e+00 -1.303806966610111306e+00 -1.629068284493460084e+00 -2.012016684423652002e+00 -1.331661503780163791e+00 -1.680169415417568590e+00 -1.239889261423178679e+00 -1.836614523140654764e+00 -1.426730509890876242e+00 -1.467120402436285165e+00 -1.559271968094677829e+00 -1.362443275889565264e+00 -1.281618483468300651e+00 -1.636264529161384651e+00 -1.523950460150031327e+00 -1.584941410807229722e+00 -1.591426344557166805e+00 -1.549955949164375513e+00 -1.680298952176486393e+00 -1.347605669617699675e+00 -1.326720997314890349e+00 -1.258554110981336072e+00 -1.979797627214361144e+00 -1.477750850345075806e+00 -1.318642091198412247e+00 -1.408352992663017389e+00 -1.556090438928435793e+00 -1.233478483222190558e+00 -1.572970776853265473e+00 -1.298186920885570972e+00 -1.714278992813537572e+00 -1.270912390630181799e+00 -1.570736492109434446e+00 -1.242768242297641601e+00 -1.411290145174899369e+00 -1.293174306582693056e+00 -1.223191718795398453e+00 -1.246655469740989952e+00 -1.707505620683521297e+00 -1.419477624852616415e+00 -1.484510744559253137e+00 -1.368120751768130416e+00 -1.623495895106984221e+00 -1.669523181337806195e+00 -1.392218226281708437e+00 -1.406939434653127874e+00 -1.403955586502570796e+00 -1.989251710178383092e+00 -1.402201565986262555e+00 -1.376820870589184231e+00 -1.309793518893259012e+00 -1.448793792926078350e+00 -1.792712483594853801e+00 -2.567405881465404160e+00 -1.831558157595027492e+00 -1.547791754217660021e+00 -1.420510806129706260e+00 -1.344506351795453414e+00 -1.343250642366154768e+00 -1.440317960210870663e+00 -1.267597997335167648e+00 -1.959566955365008134e+00 -1.532175947554978324e+00 -9.419345813496475817e-01 -1.289212026757716734e+00 -1.701324854039033552e+00 -1.353106340616732295e+00 -1.479637523380015196e+00 -1.933122822457157941e+00 -1.274481495873656334e+00 -1.289206441192786379e+00 -1.233478483222190558e+00 -1.259715341453392368e+00 -1.271585789902532460e+00 -1.595739460951630218e+00 -1.503352221323553506e+00 -1.271825453522160920e+00 -1.271244248429706181e+00 -1.295128815249119159e+00 -1.652648222811619494e+00 -1.995373299826174396e+00 -1.597187126222042508e+00 -1.952405236734513272e+00 -1.894398507159931633e+00 -1.170070744007738472e+00 -1.377550495948566489e+00 -1.473888491188276140e+00 -1.127452920884829624e+00 -1.468418507170229814e+00 -1.353744942768730697e+00 -1.884516299096705261e+00 -1.305078711384997536e+00 -1.391509881686185723e+00 -1.261646157703920856e+00 -1.470370384212703163e+00 -2.241981435275023582e+00 -1.671823640827608592e+00 -1.113869846331300373e+00 -1.423493746584987063e+00 -1.728538928527864504e+00 -1.650324363416114437e+00 -1.577348448355656796e+00 -1.392171216374598952e+00 -2.275578414741550315e+00 -1.491296821546325146e+00 -1.274214981850066319e+00 -1.614429012132553076e+00 -1.668707253708487270e+00 -1.840404422714378985e+00 -1.533956416543227119e+00 -1.415471747114636081e+00 -2.093280023313868199e+00 -1.189659943546768739e+00 -1.209154853767182569e+00 -1.269794432045860955e+00 -2.085962715702199155e+00 -1.551353597981379284e+00 -1.208436697481365396e+00 -1.266557989149458940e+00 -1.406171260611995155e+00 -1.393434808133798830e+00 -1.554832869516664662e+00 -1.461950033922617020e+00 -1.596999571728399347e+00 -1.269311508817985601e+00 -1.459925434490513929e+00 -3.507444414940171118e+00 -1.327682572804363081e+00 -1.467515739964883270e+00 -1.652594239423458067e+00 -1.554866481158012403e+00 -1.033017248199625371e+00 -1.517853709105119187e+00 -2.040030476920567271e+00 -1.434374474255560417e+00 -2.446418925848841130e+00 -1.349697234072707808e+00 -1.437402020578064876e+00 -1.366197183191241171e+00 -1.207667927922515094e+00 -1.791452426384711138e+00 -1.381779507185655342e+00 -1.569156192776550940e+00 -1.267127281127324201e+00 -1.768313102002451398e+00 -1.233478483222190558e+00 -1.391627628808541850e+00 -1.388500330178296549e+00 -3.239321240460482976e+00 -1.753853019043998041e+00 -1.252129093830284257e+00 -1.582700585007895233e+00 -1.343586928315074092e+00 -1.434463375581131350e+00 -1.450750850784239709e+00 -1.253729813444296681e+00 -1.240946595737140834e+00 -1.395455014957470707e+00 -1.968910586981569510e+00 -1.408177773403342936e+00 -1.196457031672429228e+00 -1.369956416209616723e+00 -1.308191683755969947e+00 -1.594883892882376752e+00 -1.331661503780163791e+00 -1.362277869478717651e+00 -1.621021157982295291e+00 -1.458527366978415785e+00 -1.493285889933328558e+00 -1.298796907275535872e+00 -2.247983325413079658e+00 -1.589253038363921844e+00 -1.247284287934248503e+00 -1.671134106682815590e+00 -1.502450794167876857e+00 -2.032727490966763639e+00 -1.116434025879164071e+00 -1.329417743145042241e+00 -1.596131363057250008e+00 -1.392426416931876521e+00 -1.327973687950843029e+00 -1.170070744007738472e+00 -1.603517054524476571e+00 -1.684553955184567409e+00 -1.426658305829789919e+00 -1.472064811810497087e+00 -1.545381921065002606e+00 -1.437025428095174417e+00 -1.515208871571128046e+00 -1.776884408598638387e+00 -1.377864683948403224e+00 -1.419755979996475403e+00 -1.831349196419266079e+00 -1.380251774320965463e+00 -1.476534515165709438e+00 -1.441804840453513759e+00 -1.710030221582653720e+00 -1.392426416931876521e+00 -2.336985545345355852e+00 -1.309410904691701294e+00 -1.355858854846686556e+00 -1.645516901951572741e+00 -1.340945879259789697e+00 -1.258495694865472636e+00 -1.393706923420924504e+00 -2.831187223589765267e+00 -2.161667588587552480e+00 -1.339808218166804732e+00 -2.566559732681970463e+00 -1.508963027789764100e+00 -1.201683387039476969e+00 -1.514085244084474091e+00 -1.332688485875477280e+00 -1.619830130616771724e+00 -2.126626699831421607e+00 -1.396232790725035144e+00 -1.212531105682037591e+00 -1.366342853981646455e+00 -1.304554916897767924e+00 -1.461412279800982539e+00 -1.950577813346676681e+00 -1.488489497946104745e+00 -1.700124893958029126e+00 -1.292968714181639278e+00 -1.682524505597142950e+00 -1.349819808406974797e+00 -1.233478483222190558e+00 -1.618930498891068215e+00 -1.375257038945962407e+00 -1.486595959637981412e+00 -1.445210539343187328e+00 -1.720529769439128609e+00 -1.545482127537122885e+00 -1.347791184939017617e+00 -1.154461821764535490e+00 -1.764443548819046859e+00 -1.340447083843329334e+00 -1.430889589376947768e+00 -1.349830189208940823e+00 -1.559381370201021966e+00 -1.433996595606996660e+00 -1.301011480857351854e+00 -1.418856776994467106e+00 -1.328379137114021447e+00 -1.257944643120418426e+00 -1.263434282476834758e+00 -1.537129921663775045e+00 -1.400080655618269221e+00 -1.388541184821482366e+00 -1.297794285862585495e+00 -1.280976565364720932e+00 -1.308716557539494563e+00 -1.668668355886041121e+00 -1.219268621577523692e+00 -2.157206680733271043e+00 -1.262398923743243140e+00 -1.335058925256718210e+00 -1.369967665158898784e+00 -1.170084155583221541e+00 -1.610604964688343133e+00 -1.414113004506647009e+00 -1.529547717007940122e+00 -1.407679695265001918e+00 -1.301793728318606069e+00 -1.293732594494725330e+00 -1.442528924790066780e+00 -1.399453160168309784e+00 -1.331083393655884795e+00 -1.534059397858894114e+00 -1.147389702695429614e+00 -1.295897740865407100e+00 -1.628468796801031404e+00 -1.352351786804883105e+00 -1.710030221582653720e+00 -1.270074728030080591e+00 -1.336120680281526862e+00 -1.482435117551084591e+00 -1.266670644151023817e+00 -1.380453413502273241e+00 -1.434521873019633409e+00 -1.233478483222190558e+00 -1.303695865575479118e+00 -1.795933373974366809e+00 -1.361030824976386944e+00 -1.476230231136015814e+00 -1.158308679202501246e+00 -1.364653935354205982e+00 -1.535713438597420932e+00 -1.522807456845707064e+00 -1.393667617486944454e+00 -1.503091679068022213e+00 -1.518146391502597892e+00 -1.329372274037852408e+00 -1.569175367904043661e+00 -1.567549686506004347e+00 -1.212531105682037591e+00 -1.381992270170164794e+00 -1.378719357436527515e+00 -9.419345813496475817e-01 -1.377474168466006121e+00 -1.297954758775296202e+00 -1.263738666389850884e+00 -1.372686622963870562e+00 -1.774108799269663583e+00 -1.266325527806585027e+00 -1.311989096395869581e+00 -1.528605700128960576e+00 -1.400162128425265440e+00 -1.233478483222190558e+00 -1.910963640811522257e+00 -1.342588929796671993e+00 -1.273378223557357192e+00 -1.399316117838270701e+00 -1.582600076748608142e+00 -1.498972825812416865e+00 -1.622142403445465453e+00 -1.807497415047595091e+00 -1.792876320295450077e+00 -1.349961811763960906e+00 -2.297572927882961302e+00 -1.302778035722359729e+00 -1.538022320058731074e+00 -1.948378997920104494e+00 -1.690690924757564995e+00 -1.363614677157770849e+00 -1.678035156870923084e+00 -1.358729375486570357e+00 -1.361167870060719931e+00 -1.720529769439128609e+00 -2.247983325413079658e+00 -6.339477674091518189e-01 -1.579618310198805720e+00 -1.618558860272304445e+00 -1.276950103596602215e+00 -1.497551605253978346e+00 -1.412578105817640539e+00 -1.347354534869523501e+00 -1.201786741227129918e+00 -1.696561810141578031e+00 -1.932246736934614351e+00 -1.560374646855620107e+00 -1.603307638182944528e+00 -1.439652525639861347e+00 -1.184048503459394830e+00 -1.339110311996518865e+00 -1.915388440954637561e+00 -1.430682310078819075e+00 -1.435728679665541740e+00 -1.475889628110152563e+00 -1.439910991572832311e+00 -1.329945034649953728e+00 -1.274774904253651808e+00 -1.290790199704204610e+00 -2.088607779593500968e+00 -1.455257616872876136e+00 -1.356460971696331619e+00 -1.396465477828025215e+00 -1.304580522491583183e+00 -1.657464630041298292e+00 -1.553694375860786181e+00 -1.409473232672872056e+00 -1.394932363370789963e+00 -1.059994355648784303e+00 -1.421184916150508792e+00 -1.738065809623557723e+00 -1.661674111312820612e+00 -1.244555539823611223e+00 -1.300750929490375185e+00 -2.764031365518388128e+00 -1.392599322536071993e+00 -2.181964928246058477e+00 -1.449856913238426026e+00 -1.357328384371333740e+00 -1.304396690944500836e+00 -1.347476091968473400e+00 -1.573156377894659341e+00 -1.379927058126697581e+00 -1.406493517882855038e+00 -1.299154769649556895e+00 -1.339165428241396949e+00 -1.289325657468945119e+00 -1.410503396026170808e+00 -1.656003495034788386e+00 -1.350145519364405189e+00 -1.426083960476086876e+00 -1.232658153060250061e+00 -1.333828165777127817e+00 -2.196425895024337827e+00 -1.417433168105688646e+00 -1.531969035828744108e+00 -1.307074127148873499e+00 -1.420259878575119705e+00 -1.731551988712946688e+00 -1.233478483222190558e+00 -1.172087083525691797e+00 -1.306430865225352678e+00 -1.483705522798666188e+00 -2.187497792616914793e+00 -9.419345813496475817e-01 -1.470304684485757685e+00 -1.248683554422701958e+00 -1.556497585169466902e+00 -1.153027628682505634e+00 -1.340860266080910579e+00 -1.306929555277542399e+00 -1.391091212694294255e+00 -1.307334654662235307e+00 -1.215988957656326530e+00 -1.303777803267033741e+00 -1.130776668234009907e+00 -1.453212847939568730e+00 -1.519918746071573068e+00 -1.393742835997659357e+00 -1.931832857531784908e+00 -1.285109964589365106e+00 -1.334560263978288086e+00 -1.407678091435499823e+00 -1.350457626236694519e+00 -1.521554987834266237e+00 -1.433173880410280265e+00 -1.711568979495099674e+00 -1.470951953682080315e+00 -1.127452920884829624e+00 -1.397418677620913430e+00 -1.490376660958844024e+00 -1.508467222502678506e+00 -1.560572458021914688e+00 -1.600928328900295350e+00 -1.271300123600052290e+00 -1.569443025805722813e+00 -1.441882934248842174e+00 -1.308156234318818001e+00 -1.267597692196943404e+00 -1.455748515750331817e+00 -1.190234042297546369e+00 -1.302419180029484869e+00 -1.737742976999669287e+00 -1.901077554485115506e+00 -1.080276587240487585e+00 -1.276430544159617986e+00 -1.239554794519924119e+00 -1.270921344288712174e+00 -1.357141842504260509e+00 -1.355213765873607423e+00 -1.297167068478474405e+00 -1.722127672259317510e+00 -1.352041741616785586e+00 -1.325986244270647818e+00 -1.329763523868334962e+00 -1.401217291700109335e+00 -1.406527983771987067e+00 -1.657242575828516973e+00 -1.479886284221370918e+00 -1.632002380052731016e+00 -1.410503396026170808e+00 -1.239554794519924119e+00 -1.382781537561694085e+00 -1.277259647423907074e+00 -1.566371217771494129e+00 -1.846258889295495642e+00 -1.805041143150455385e+00 -1.219736699010219194e+00 -1.397846707380416165e+00 -1.347461134454902121e+00 -1.400049192293698619e+00 -2.002841507986382830e+00 -2.077556311631183927e+00 -1.440140851825152835e+00 -1.600928328900295350e+00 -1.907768826189055300e+00 -1.356535175383741132e+00 -1.058813356287188867e+00 -1.351981867539681970e+00 -1.224786104057554281e+00 -1.301245857911366599e+00 -1.419973150650980509e+00 -1.415111907163229876e+00 -1.275688514345701075e+00 -1.420069155501451741e+00 -2.300119442979968287e+00 -1.288476212340692095e+00 -1.782568981740007219e+00 -1.456775815981143696e+00 -1.280384969161271203e+00 -1.760481401713706484e+00 -1.333158518071829279e+00 -2.351284371142921437e+00 -1.341211254320400670e+00 -1.307978431840772116e+00 -1.259666325098410811e+00 -1.418397992636289962e+00 -1.429002057309973317e+00 -2.945495158992662788e+00 -1.478880182616332917e+00 -1.292140724273820540e+00 -1.410576504835878930e+00 -1.214731706425425717e+00 -1.721427766250016367e+00 -1.742132289155006175e+00 -2.050243814605502202e+00 -1.591344145296051948e+00 -1.331987353487170012e+00 -1.197970098008592554e+00 -1.164365619175626643e+00 -1.871607590675984145e+00 -1.710030221582653720e+00 -1.741465711115062875e+00 -1.218143729192798563e+00 -3.239321240460482976e+00 -1.293101871547263526e+00 -1.189659943546768739e+00 -1.774339018076023011e+00 -1.281898940655164187e+00 -1.337498932679698660e+00 -1.447680531782921776e+00 -1.260000645075029180e+00 -1.470951297112732092e+00 -1.973207113096362653e+00 -1.299436156203491510e+00 -1.720700950578120336e+00 -1.229352326134814044e+00 -1.381270896845314677e+00 -1.403955586502570796e+00 -1.328197187220205189e+00 -1.382440400936643110e+00 -2.204888714552219131e+00 -1.420196291651899756e+00 -8.786500492300390874e-01 -1.301861037775880359e+00 -1.339642309606305703e+00 -1.212851818633062795e+00 -1.441575292948126030e+00 -1.371450778301598783e+00 -1.434926552946959255e+00 -1.382197867871777675e+00 -1.859326426802883292e+00 -1.462668005461648546e+00 -1.592864179504940525e+00 -1.366108535889375197e+00 -1.464210749351066765e+00 -1.244657356382657953e+00 -1.345192890141293063e+00 -1.638120075844809120e+00 -1.611319948092689858e+00 -1.744539728947286594e+00 -1.350087116499693263e+00 -1.887429127618642788e+00 -1.483738516498644300e+00 -1.455258105257382750e+00 -1.401658393869800401e+00 -1.383686604458971736e+00 -1.347473698691030952e+00 -1.362637553467263452e+00 -1.392189774989827766e+00 -1.350602967099155949e+00 -1.751614829567912146e+00 -1.157884462344752619e+00 -1.423616028821657720e+00 -2.198508343006593702e+00 -1.274992415349410102e+00 -1.344211555639061695e+00 -1.304167771674634269e+00 -1.674536618161778012e+00 -1.327397482355355818e+00 -1.448011552052067996e+00 -1.413564104738864069e+00 -1.605953751375473804e+00 -1.456425718940658642e+00 -1.312797663996545294e+00 -1.322174383216571769e+00 -9.422228097777211042e-01 -1.411324466116406162e+00 -3.186002913384802682e+00 -1.850713098576290294e+00 -1.393862437670879029e+00 -1.376437389568778924e+00 -1.818431319545171121e+00 -1.382003882228199254e+00 -1.347984785682262210e+00 -1.532702241170563084e+00 -1.578042890852614510e+00 -1.428598784321124526e+00 -1.286490528570627623e+00 -1.282653907167061735e+00 -1.714103794271499615e+00 -1.553326983810549011e+00 -2.393035164808517301e+00 -1.274416499980583817e+00 -1.286354797598650013e+00 -1.789498149812070560e+00 -1.357926538505111358e+00 -1.524122162902784128e+00 -2.411857381384368004e+00 -1.246687524554454418e+00 -1.481392253973370599e+00 -1.424897203023226755e+00 -9.566833287764741067e-01 -1.367528980006129435e+00 -1.374706008532315060e+00 -9.610423776479046776e-01 -1.529896822951116064e+00 -1.349697234072707808e+00 -1.339796724871005429e+00 -1.302249502932069092e+00 -1.558990972122529461e+00 -1.815771445030086362e+00 -1.481981515761463530e+00 -2.247983325413079658e+00 -1.481199581194710069e+00 -1.157073114810430514e+00 -1.586594170279944205e+00 -1.277277273166969263e+00 -2.247474145396067158e+00 -1.340713884404477030e+00 -1.370292715030426489e+00 -1.233478483222190558e+00 -1.389114180728232117e+00 -1.501130475582112656e+00 -1.542559332444288778e+00 -1.494010719539971888e+00 -2.042611709596524161e+00 -1.233478483222190558e+00 -1.265976958314391609e+00 -1.603307638182944528e+00 -1.501156403806657380e+00 -1.289332858642223689e+00 -1.373689298915139467e+00 -1.349697234072707808e+00 -1.482476776988185252e+00 -1.427288406235553087e+00 -1.274626743088668412e+00 -1.396232790725035144e+00 -1.291124372330931802e+00 -1.526204855512866665e+00 -1.222655078330660228e+00 -1.333210806951966587e+00 -1.342285384592532660e+00 -1.294765069746400155e+00 -1.287448903873120276e+00 -2.046603036331020586e+00 -2.769794633752198809e+00 -1.404913575253944780e+00 -1.675426060304744391e+00 -1.407627723682316034e+00 -1.736263705481148056e+00 -1.444358736288646750e+00 -1.468407254470036616e+00 -1.344185668241467901e+00 -1.317700237236405947e+00 -1.980729192042568476e+00 -1.963510432268465333e+00 -1.373742266969251169e+00 -1.971993112507259838e+00 -1.467012020652236570e+00 -1.268350128377222275e+00 -1.068048680152552832e+00 -8.047826808623885775e-01 -1.372342564331650472e+00 -1.289715270516835322e+00 -2.948582512406132228e+00 -1.290036208478696933e+00 -1.414979865319543340e+00 -1.292882701601043349e+00 -1.349232206767891240e+00 -1.114186562427976090e+00 -1.385088261190434933e+00 -1.880194388404362371e+00 -8.954143981739975944e-01 -1.422764297400855638e+00 -1.614623771776738437e+00 -1.328240827915055933e+00 -1.394647863194383719e+00 -1.684519701131135028e+00 -1.302636050078626928e+00 -1.346090671271104933e+00 -4.495899883062965507e+00 -1.429017445190242874e+00 -1.445665966529853241e+00 -1.239947603670849219e+00 -1.856187134372108805e+00 -1.160752557862454015e+00 -1.232477849273006854e+00 -1.186403872679009153e+00 -1.313257854540849312e+00 -1.366197183191241171e+00 -1.127452920884829624e+00 -2.516647381598703603e+00 -1.403704935311975932e+00 -1.800544431271167589e+00 -1.468489639276255643e+00 -1.256997272023346657e+00 -1.725085114309435896e+00 -1.288376148575614000e+00 -2.082545874003757458e+00 -1.311026951492053616e+00 -1.435767769017349593e+00 -1.154461821764535490e+00 -1.490118449353440067e+00 -1.528651098362939331e+00 -1.520822540096007147e+00 -1.301062815191503574e+00 -1.472508837005563676e+00 -1.604085946727109357e+00 -1.371348852837830590e+00 -1.517542756512808122e+00 -1.202511936888064570e+00 -1.536612325542680235e+00 -1.235440928515685544e+00 -1.500492929012536170e+00 -1.352357139688318277e+00 -1.455339260605160945e+00 -1.548030739642064946e+00 -1.539270070854352968e+00 -1.724656900344714527e+00 -1.310243298269452294e+00 -1.313670294209032807e+00 -1.477035734490159458e+00 -1.432320021896755113e+00 -3.419191123242238728e+00 -2.364884061595220910e+00 -1.301447093203709215e+00 -1.292168323643223538e+00 -2.784033795674668355e+00 -1.171400147018639259e+00 -2.191717324923782684e+00 -1.810971684394026671e+00 -1.242803501585253212e+00 -1.280054483528888065e+00 -1.415354395015125721e+00 -1.442702840635044614e+00 -1.787214934397931998e+00 -1.340205690942014805e+00 -1.406515152214770747e+00 -1.304871917013933125e+00 -1.330601176176576805e+00 -1.566371217771494129e+00 -1.827670242489003671e+00 -1.366342853981646455e+00 -3.327825594967038114e+00 -1.324289530850750074e+00 -1.308137229125946988e+00 -1.497136431881492147e+00 -1.398040480198388114e+00 -1.357543275586030163e+00 -1.259219360453465608e+00 -1.432236564607016982e+00 -1.635655167012332711e+00 -1.380640730449915754e+00 -1.413564104738864069e+00 -1.616492048527488734e+00 -1.481083386398438728e+00 -1.402905014100781944e+00 -1.342517416111647766e+00 -1.382982307928320109e+00 -1.080276587240487585e+00 -1.299349115054505566e+00 -1.331987353487170012e+00 -1.244995736437564560e+00 -1.313333612879910461e+00 -1.747293799152503269e+00 -1.360297453840360715e+00 -1.413215848611440340e+00 -3.219400773792725268e+00 -1.256551980157584625e+00 -1.367376015169337267e+00 -1.350573951858571542e+00 -1.355248123243921299e+00 -1.687878313202931135e+00 -1.911562476882501471e+00 -1.314707352372563864e+00 -1.322228151079848812e+00 -1.683921971068913281e+00 -1.710555058352229763e+00 -1.370312009051262159e+00 -1.290036208478696933e+00 -1.629225180972452502e+00 -1.361797108690854463e+00 -1.355431481193436261e+00 -1.529327596632902520e+00 -1.456347647252383748e+00 -8.705463371754175173e-01 -1.448363506222976715e+00 -1.405831014525536604e+00 -1.312192919172476158e+00 -1.519958426694794529e+00 -1.383586410832517544e+00 -1.269894140031460950e+00 -1.406290817735265319e+00 -1.299879958266698665e+00 -1.604700863324695082e+00 -1.491043551767560649e+00 -1.731841025464191608e+00 -2.163692003424266375e+00 -1.397620185647191260e+00 -1.392426416931876521e+00 -1.513649534369681415e+00 -1.401446932314792893e+00 -1.552552533739506968e+00 -1.385917538118638381e+00 -1.479146197922124317e+00 -1.499748314349861333e+00 -1.335776037829738083e+00 -1.300239804391489340e+00 -1.694193084802370519e+00 -1.235768204668659997e+00 -1.343586928315074092e+00 -1.233485017385339999e+00 -1.367857122006541637e+00 -1.219137579143910965e+00 -1.586683228249304189e+00 -1.383943003692037266e+00 -1.441867912732018642e+00 -1.353297763982441282e+00 -1.631591289822532653e+00 -2.319789234328705874e+00 -1.214535915337029204e+00 -1.383492674377067022e+00 -1.662185636513515696e+00 -1.311120821527687053e+00 -1.201029819322711134e+00 -1.894988360845631936e+00 -1.242660787225418062e+00 -1.187442444611005676e+00 -1.308493810039151217e+00 -1.286720266221407893e+00 -1.570025275743032189e+00 -1.476345535668736053e+00 -1.272772599658994253e+00 -1.298382859911234810e+00 -1.515678329627710319e+00 -8.465296568397939758e-01 -1.307492748508298330e+00 -1.341148019550054249e+00 -1.598800614401113762e+00 -1.885852879581001895e+00 -1.490002694846128684e+00 -1.353439010917061536e+00 -1.314103223091729333e+00 -1.344415911871839286e+00 -1.212015357797503246e+00 -1.441740918984286690e+00 -1.413564104738864069e+00 -1.283094874495272153e+00 -1.799174023560425217e+00 -1.293370391184654800e+00 -1.565653054510788289e+00 -1.613208008479531941e+00 -2.090274470444456245e+00 -1.732377672141973468e+00 -1.292155060079003492e+00 -1.634364459316103302e+00 -2.307009117226188621e+00 -1.360100123331984712e+00 -1.485907192294066981e+00 -1.180937661617417866e+00 -1.502344621335317321e+00 -2.307942541286802651e+00 -3.507444414940171118e+00 -1.583934848068717871e+00 -1.382707301076951278e+00 -1.754674945312679091e+00 -8.465296568397939758e-01 -1.138788688872364618e+00 -1.488245993784021559e+00 -1.616167508528262742e+00 -1.900284911998772586e+00 -1.229903473141057413e+00 -1.491093140439657683e+00 -1.440079295055126218e+00 -1.406171248663569795e+00 -1.417721498669225255e+00 -1.233478483222190558e+00 -1.318350115721435234e+00 -1.233478483222190558e+00 -1.309206576615435491e+00 -1.273320239862449466e+00 -1.403187165131313252e+00 -1.535621830333406379e+00 -1.690063287611025755e+00 -1.273031429527509140e+00 -1.295174517357301269e+00 -1.721585335848592857e+00 -1.537061971882401679e+00 -1.220931839524796558e+00 -1.289893968556072856e+00 -1.180822221269398620e+00 -1.348326935272066152e+00 -1.504379790341321632e+00 -1.278503986296092299e+00 -1.273060289979479620e+00 -3.190112653916861163e+00 -1.375521195517362960e+00 -1.304871917013933125e+00 -2.012276741876446895e+00 -1.467083197306535247e+00 -1.254631887320786232e+00 -1.583079130088224762e+00 -1.465010926579960460e+00 -1.396397173962225846e+00 -1.553851984538481945e+00 -1.280181254242142685e+00 -1.271585789902532460e+00 -1.318199643369820206e+00 -1.413101329200047829e+00 -1.362703045655735412e+00 -1.523647603529340255e+00 -1.284412824814007870e+00 -1.920964782881921629e+00 -1.065144974832674452e+00 -1.573572231282739375e+00 -1.550118519311184606e+00 -1.679066053289521632e+00 -1.516032467983520426e+00 -1.135835098347975247e+00 -1.830095876933112597e+00 -1.254967105343222311e+00 -1.655412714793972118e+00 -1.233478483222190558e+00 -1.306175370439713213e+00 -1.267357148498055475e+00 -1.606654147735473215e+00 -2.973223959467822475e+00 -1.392383608224597058e+00 -1.267132557333131571e+00 -1.247841865213201507e+00 -1.376822915713384221e+00 -1.283640001586375590e+00 -1.600638823595629923e+00 -3.484514175967634131e+00 -1.239554794519924119e+00 -1.389358504106404268e+00 -1.407344997763981365e+00 -1.399150442761406987e+00 -1.319784802491962283e+00 -2.243283060562976328e+00 -1.476155705947486130e+00 -1.273927037462462275e+00 -2.104671550394894286e+00 -1.285930131428927536e+00 -1.650259382483458159e+00 -1.434502877280813715e+00 -1.274837522016372571e+00 -1.602334996213692353e+00 -1.535586584039332569e+00 -1.425159379439100649e+00 -1.230494927851814913e+00 -1.759442729428918106e+00 -1.302365825046159831e+00 -1.430669359925793804e+00 -1.503371276042374971e+00 -1.295199110142639887e+00 -1.530562413285891710e+00 -1.307207008001882942e+00 -1.510094766940540678e+00 -1.913252826905869286e+00 -1.355241427667636556e+00 -1.446607964105297794e+00 -1.771954425628412544e+00 -1.503102434280528588e+00 -1.302081348473159483e+00 -1.502839336813719395e+00 -1.426265523301013527e+00 -1.124821227524850364e+00 -2.666038217544404176e+00 -1.404238223430096300e+00 -1.329164233501346271e+00 -1.225995663776854760e+00 -1.329181869218390988e+00 -1.257798894844839754e+00 -1.507370645712531099e+00 -1.268287793479851100e+00 -1.220137664611124162e+00 -1.421407213491048038e+00 -2.664306349048906064e+00 -1.499880862896675326e+00 -1.375416353699642436e+00 -2.115994031786877283e+00 -1.205639286106689134e+00 -1.661775955324180432e+00 -1.298750244528577458e+00 -1.447670984771784131e+00 -1.259666325098410811e+00 -9.691851128466579812e-01 -1.268975806294126540e+00 -1.828577694312818913e+00 -1.481730129675550289e+00 -1.711568979495099674e+00 -1.794936448703268184e+00 -1.575935948127999531e+00 -1.241917435238864220e+00 -1.268833825346989741e+00 -1.488140114862627428e+00 -1.399218280519418212e+00 -1.127452920884829624e+00 -1.316735492293284571e+00 -1.327688714290764960e+00 -1.359219451059446193e+00 -1.441038634638542204e+00 -1.368353199673979947e+00 -1.538299938663205024e+00 -1.338516796953792332e+00 -1.314413255892022070e+00 -1.527535547077516709e+00 -1.429871273151127165e+00 -1.298461454228525769e+00 -1.170872344133189413e+00 -1.566371217771494129e+00 -1.496592200596308819e+00 -2.103193855076729069e+00 -1.363336125412741850e+00 -1.848036889675932049e+00 -1.294921360558431545e+00 -1.277231522782185102e+00 -1.562944027823118365e+00 -1.770515058736597203e+00 -1.789413088410005681e+00 -1.493198886842168616e+00 -1.592624590731799739e+00 -1.644205681664169028e+00 -1.484649287892516156e+00 -3.344033908323381876e+00 -1.227907763570547095e+00 -1.456004111300715609e+00 -1.507108510569386883e+00 -1.291099630681316057e+00 -1.158308679202501246e+00 -1.331183858458042657e+00 -1.761107113282127656e+00 -1.512192544231015567e+00 -1.731955896938442763e+00 -1.669166645013464567e+00 -1.307170354702574144e+00 -1.475472111569734901e+00 -1.200246268734124655e+00 -3.271907474828205320e+00 -1.233478483222190558e+00 -1.285129734974017612e+00 -1.503102434280528588e+00 -1.419755979996475403e+00 -4.809731635228284286e-01 -1.340794175708805547e+00 -1.465256907425055877e+00 -1.555428727336531480e+00 -1.982855046676428090e+00 -1.290943187830053684e+00 -1.239947603670849219e+00 -1.522962994652838020e+00 -1.497210270810434896e+00 -1.561697062883013576e+00 -1.307074127148873499e+00 -1.264549673443463584e+00 -1.346312445099761890e+00 -1.270522964279376055e+00 -1.296843314156423954e+00 -1.944825562696080423e+00 -2.515407863352116191e+00 -1.331661503780163791e+00 -1.510534398428187819e+00 -1.322174383216571769e+00 -1.289676270700442773e+00 -1.428838497009641273e+00 -1.441141143110913569e+00 -1.945941410636289115e+00 -2.520868600689500028e+00 -1.289252075263321862e+00 -1.244118736151427651e+00 -1.971513635978907608e+00 -1.503032076682491169e+00 -1.481847067669065376e+00 -1.323344791952499877e+00 -1.586072141467027352e+00 -1.635420316127092599e+00 -1.770690118959334924e+00 -1.535713438597420932e+00 -9.966177130872567735e-01 -1.229257615841570006e+00 -1.310496698198594601e+00 -2.308637324196750829e+00 -1.037205175781487299e+00 -1.325877740262995319e+00 -2.416058983823956563e+00 -1.247933437200837714e+00 -1.578198984015550810e+00 -1.329717495920970105e+00 -1.288830631308305996e+00 -1.416103731854673420e+00 -1.563491548447371482e+00 -1.483640623058015917e+00 -1.233478483222190558e+00 -1.347237588111515283e+00 -2.938790448784948772e+00 -1.307433988491892407e+00 -1.345520433255407156e+00 -1.185692471076138066e+00 -1.206633438994107577e+00 -1.419433359642378045e+00 -2.954046428217044884e+00 -1.428043890176788011e+00 -1.340107582012718401e+00 -1.472484899670186698e+00 -1.598975362426037439e+00 -1.434870886696413272e+00 -1.326030603310404343e+00 -1.301011480857351854e+00 -1.438367208588494206e+00 -1.334893205311746156e+00 -1.880418765539557890e+00 -1.332342816526244089e+00 -1.047370371688049362e+00 -1.278309540273808498e+00 -1.172087083525691797e+00 -1.429786038838976481e+00 -1.302356020283025106e+00 -1.354511114936203242e+00 -1.936805318429996925e+00 -1.015054943802350174e+00 -1.397740487281123434e+00 -1.392534922852533885e+00 -1.353524309907258250e+00 -1.579450957565444957e+00 -1.258401480997092259e+00 -1.417279918742843092e+00 -1.328830290371509903e+00 -1.589926831199125479e+00 -1.214514769873562772e+00 -1.468775521671354944e+00 -1.359004731396459498e+00 -1.858518095088167676e+00 -2.440270926735490953e+00 -1.240720259750220933e+00 -1.821792560053365095e+00 -1.235292104098830945e+00 -2.115496975959943349e+00 -1.823546185786364848e+00 -1.257224247430856812e+00 -1.542320857565175007e+00 -1.437799168103190972e+00 -1.873286017815542381e+00 -1.456638435004671495e+00 -1.358564818914011374e+00 -1.248910925266755179e+00 -8.179928547036354747e-01 -1.389703131299881544e+00 -1.392426416931876521e+00 -1.239554794519924119e+00 -1.338516796953792332e+00 -1.271008810605214645e+00 -1.304768536473831508e+00 -1.833293751961082574e+00 -1.381234498768494579e+00 -1.843343917591485415e+00 -1.086205340166081834e+00 -1.404620782886129016e+00 -1.331661503780163791e+00 -1.778146663486776857e+00 -1.379829436710167556e+00 -1.260208277223089590e+00 -2.603757310419982041e+00 -1.068782198072236733e+00 -1.240216836719075566e+00 -1.529788244172913814e+00 -1.372349501283670392e+00 -1.311647050860959673e+00 -1.608775310178718332e+00 -1.677639795172100046e+00 -1.619041728339140063e+00 -1.458572012715569022e+00 -1.540250684564310468e+00 -1.382982307928320109e+00 -1.611341351035503466e+00 -1.313141114412466948e+00 -1.495956348381421108e+00 -1.572522921678783048e+00 -1.345966827104729369e+00 -1.422573531895468868e+00 -1.929763080450401791e+00 -1.727873272272668848e+00 -1.477157077851484202e+00 -1.923790931031108764e+00 -1.400585597827465945e+00 -3.874850561200239962e+00 -1.301011480857351854e+00 -1.677893709738376815e+00 -2.729288367437998630e+00 -1.696790753287418907e+00 -1.446779755281389912e+00 -1.423312224792480318e+00 -1.528893692142360816e+00 -1.399948688244438966e+00 -1.369222789181445687e+00 -1.629158767262411711e+00 -1.353472765497664154e+00 -1.455258105257382750e+00 -1.423312224792480318e+00 -1.185961383101346467e+00 -1.602047844467364479e+00 -1.147693494882762399e+00 -1.111304717227276306e+00 -1.408341485194631426e+00 -1.296594576976556334e+00 -1.777880190905819280e+00 -1.465010926579960460e+00 -1.348502354974961737e+00 -1.562521843405721089e+00 -1.336534770593053922e+00 -1.594013954164869462e+00 -1.418288933912092986e+00 -1.190472076846380123e+00 -1.346971204502057429e+00 -1.246505404238891890e+00 -1.496068530664132368e+00 -1.762743891439881416e+00 -1.521134528260015717e+00 -1.632659188200656475e+00 -1.370129305144773380e+00 -1.238463931146194907e+00 -1.297735086384889769e+00 -1.255951060938479635e+00 -1.916298483413939602e+00 -1.604700863324695082e+00 -1.511849482149316914e+00 -1.407421563084260585e+00 -1.934778287186718071e+00 -1.392706122464946183e+00 -1.490013201313109104e+00 -1.650559707721173996e+00 -1.389668217476774714e+00 -1.186471489710374749e+00 -2.052119410139897404e+00 -1.666917533160240605e+00 -1.548438233664632957e+00 -1.480973930175548237e+00 -1.378868198029990166e+00 -1.290528757605990950e+00 -1.368047356017640270e+00 -1.192652378754800901e+00 -1.560643378868097564e+00 -1.518856177272462915e+00 -1.833884332974599074e+00 -1.961184731101003775e+00 -1.386971836757985077e+00 -1.379226311865621835e+00 -1.640319008482565177e+00 -1.200700420114250377e+00 -1.418320591181968737e+00 -1.437503546883070138e+00 -1.565953705596849765e+00 -1.572493348535223934e+00 -1.361076942695174541e+00 -1.253197151845148127e+00 -2.076216779639620036e+00 -1.429294450508693970e+00 -2.072285104129522715e+00 -1.331844210293064767e+00 -1.185930522257276909e+00 -1.517542756512808122e+00 -1.343259207358580509e+00 -3.186002913384802682e+00 -1.286380312621381528e+00 -1.913136678614635988e+00 -1.302000420687825288e+00 -1.428991954826226873e+00 -2.101501374972041258e+00 -1.382205371731675791e+00 -1.233478483222190558e+00 -1.321487152657208952e+00 -1.247284287934248503e+00 -1.242145354838954496e+00 -1.297519546473663965e+00 -1.319078190542871454e+00 -1.354446297090238227e+00 -1.235440928515685544e+00 -1.498576829883096373e+00 -1.278689066532581187e+00 -1.317020129205690226e+00 -1.245833511455148424e+00 -1.440574313540599061e+00 -1.248747049421821798e+00 -1.453540021099958723e+00 -1.625527642714583720e+00 -1.580913681392843939e+00 -1.449282921525863133e+00 -1.540144431485369836e+00 -1.360754454066591901e+00 -1.443611411292511360e+00 -1.284563981506658070e+00 -1.352563252058724519e+00 -1.331661503780163791e+00 -1.242904945079069456e+00 -1.598695876361739376e+00 -1.321487152657208952e+00 -2.431603028795016996e+00 -1.471327986690130318e+00 -1.469382632816044199e+00 -1.344835069494431101e+00 -1.250347844460716340e+00 -1.415084678360032822e+00 -2.954046428217044884e+00 -1.240349372372145709e+00 -1.710030221582653720e+00 -1.302636929364687557e+00 -1.134666342436457143e+00 -1.154461821764535490e+00 -1.595551647784492655e+00 -1.354998266495494263e+00 -1.359712950922030039e+00 -1.311226730436551913e+00 -1.446432568879508107e+00 -1.360459889234446607e+00 -1.463023751695067487e+00 -1.198243500149218654e+00 -1.313413536997809494e+00 -1.860915520332709017e+00 -1.369982414850928309e+00 -1.358884653971491385e+00 -1.255456546376281901e+00 -1.407036133036876357e+00 -1.585910971946688619e+00 -1.417601220446935484e+00 -1.328830290371509903e+00 -1.312996640907586166e+00 -1.405917630385624228e+00 -3.830727233150785338e+00 -1.403464275599960231e+00 -1.231460317782816061e+00 -1.447086559597543509e+00 -1.331661503780163791e+00 -1.633666243272071439e+00 -1.551009474562856427e+00 -1.783649846246605275e+00 -1.431753214173767219e+00 -1.349912314904020860e+00 -1.649687113483093936e+00 -1.375398221960062450e+00 -1.452385122646367988e+00 -1.239554794519924119e+00 -1.657595997909107499e+00 -1.228185512564782700e+00 -1.789050949953379543e+00 -1.520043505506291748e+00 -2.218285322208777277e+00 -1.698300212089891126e+00 -1.371222096070697560e+00 -2.298704992872538710e+00 -1.313751004391964905e+00 -1.233714134278304897e+00 -1.515902606702401956e+00 -1.721616464434500893e+00 -2.078010599087071419e+00 -1.376404830028874704e+00 -1.481119886064804270e+00 -1.332526372967600459e+00 -1.517286926002635372e+00 -1.440513690983255657e+00 -1.312180900740012479e+00 -1.471576275647299648e+00 -1.233602370425988415e+00 -1.757986134717621551e+00 -1.229626889103925924e+00 -1.662763633360593740e+00 -2.187525928250009688e+00 -1.478982814675963597e+00 -1.748535549858426297e+00 -1.127452920884829624e+00 -1.490343864987053069e+00 -1.383387884916315036e+00 -1.477666483323599733e+00 -1.500811685332781531e+00 -1.154950906172838021e+00 -1.466681755330400350e+00 -1.197532288811014922e+00 -1.679274884607330209e+00 -1.456229726608671893e+00 -1.345253525084572077e+00 -1.351159517275958288e+00 -1.288544308197243193e+00 -1.229821267163352161e+00 -1.588897781412328625e+00 -1.711386661898450123e+00 -1.717848257686033220e+00 -1.378198263799867984e+00 -2.799423398120344686e+00 -2.268634239121327667e+00 -1.689551577714454078e+00 -1.329148016580012248e+00 -1.587450389058502997e+00 -1.345929774283875391e+00 -1.242781652735911457e+00 -1.487099610141389361e+00 -1.607776524457225520e+00 -2.043351893319870882e+00 -1.411949521354157744e+00 -1.268377762416459165e+00 -3.025246425747372570e+00 -1.296064211035441227e+00 -1.173294530286454362e+00 -1.312081443028266570e+00 -1.344503123846762627e+00 -1.482435117551084591e+00 -1.314187963640050194e+00 -1.170070744007738472e+00 -1.262050343948119657e+00 -1.278184840298145053e+00 -1.886797079041635294e+00 -1.272781649673492499e+00 -1.447654024342417856e+00 -1.347795810893896107e+00 -1.545631461920127014e+00 -1.261209049143520611e+00 -1.292648594133242401e+00 -1.331661503780163791e+00 -1.750474092656168379e+00 -1.371620159364026481e+00 -1.776235844688170973e+00 -3.502387430621511921e+00 -1.396607618149862784e+00 -1.292352527856899025e+00 -1.426245304317858453e+00 -4.044857925255037401e+00 -1.759233519808421686e+00 -1.604628521756894521e+00 -1.545482127537122885e+00 -1.443557476020822739e+00 -1.358550442660906299e+00 -1.326603629136778872e+00 -1.897076674488874293e+00 -1.549966207533210349e+00 -1.273486083736509178e+00 -1.448834504304996829e+00 -1.227397842643791259e+00 -1.387190305412628888e+00 -1.805950209901129089e+00 -1.455903288488080483e+00 -1.856632410254897669e+00 -1.592378639153457565e+00 -1.711568979495099674e+00 -1.471214687406037447e+00 -1.501333968319005674e+00 -1.489385876334475389e+00 -1.229182137442688783e+00 -2.274986638391499838e+00 -1.494074186369955370e+00 -2.078237905102887861e+00 -1.630144405357556225e+00 -1.302234166746954358e+00 -1.407460858687265892e+00 -1.541507656767378887e+00 -1.319540594093519648e+00 -1.343586928315074092e+00 -1.323620190337079228e+00 -1.381496970090210219e+00 -1.277469384696401367e+00 -1.481385237351598549e+00 -1.406199404570040112e+00 -1.374198360018941578e+00 -1.555043117512416417e+00 -2.155490810539496316e+00 -1.325877740262995319e+00 -1.430305774154646770e+00 -1.400907956611425975e+00 -1.302782870478727650e+00 -1.389978092352146088e+00 -1.395472937369711675e+00 -1.506742488576904959e+00 -1.182074920068195034e+00 -1.865747841771461690e+00 -1.357699874822693831e+00 -1.364567086536269569e+00 -1.127452920884829624e+00 -1.365325159000950528e+00 -1.371499763315605858e+00 -1.370092879203465674e+00 -1.484926079302181012e+00 -1.658702231097396895e+00 -2.375845462441192879e+00 -1.335784389877442413e+00 -1.472546296529091414e+00 -1.418196967283095411e+00 -1.405696640532951847e+00 -1.323433642283290634e+00 -1.686171852626337619e+00 -1.417835217873127718e+00 -1.775637527569177143e+00 -1.566366878026560050e+00 -1.229751937024216701e+00 -1.494265446692215837e+00 -1.330164403896552772e+00 -1.472147564032411982e+00 -2.016366285575456274e+00 -1.356311057228766437e+00 -1.330057849862670283e+00 -1.127452920884829624e+00 -1.329684357083739998e+00 -1.309165435735385907e+00 -2.288904500961844057e+00 -1.228474376532545431e+00 -1.271300123600052290e+00 -1.243579708272962714e+00 -2.507266446722888897e+00 -1.222590806925773599e+00 -1.518757951237715842e+00 -1.492978816390962304e+00 -1.480916303496587316e+00 -1.254583433049608843e+00 -1.936805318429996925e+00 -1.250815268344279918e+00 -1.355677573182841655e+00 -2.158890796766375075e+00 -1.651648954237465494e+00 -1.570244156071931130e+00 -1.232658153060250061e+00 -1.352535271743475542e+00 -1.304113139436936519e+00 -1.231035031757813147e+00 -1.634249925751375843e+00 -1.420470364513712003e+00 -1.183390419512630798e+00 -8.465296568397939758e-01 -1.494997812056667152e+00 -1.376367977630283068e+00 -1.509234510106263638e+00 -1.293101871547263526e+00 -1.278401512830062536e+00 -1.393627439799849821e+00 -1.598893551054800577e+00 -1.322950886376517365e+00 -1.864475647207679110e+00 -1.340694405950518142e+00 -1.274899843088702633e+00 -1.766381529533619599e+00 -2.012016684423652002e+00 -3.902165320320154063e+00 -1.302636929364687557e+00 -1.369128889148660155e+00 -1.233478483222190558e+00 -1.487186311036438502e+00 -1.308509030917578198e+00 -1.433943048074504789e+00 -2.228962901170793653e+00 -1.384581270808752596e+00 -1.824707887964746034e+00 -1.131263992082752745e+00 -1.322507103023976560e+00 -1.341342880592980125e+00 -1.279147781452134369e+00 -1.670264613256964958e+00 -1.109017474406161607e+00 -1.372349501283670392e+00 -1.444358736288646750e+00 -2.169006062965323611e+00 -1.449132489215396280e+00 -1.946354722951409766e+00 -1.401107518822233278e+00 -1.461012163534614494e+00 -1.308983652245783613e+00 -3.018115881256394406e+00 -1.333348266357118561e+00 -1.548405742001381258e+00 -1.738065809623557723e+00 -1.435910240146944350e+00 -1.286201366196852769e+00 -1.258142176677618407e+00 -1.747562476241870000e+00 -1.926535874054219999e+00 -1.373836227160275536e+00 -1.455748515750331817e+00 -1.199991854877306752e+00 -1.418277875103500119e+00 -1.262732381769400503e+00 -1.456552597509903402e+00 -1.241173363654249018e+00 -1.642231548153505472e+00 -1.284384667830436921e+00 -1.263986489195439100e+00 -1.307103593150940046e+00 -1.120131382051222646e+00 -1.494180583105214399e+00 -1.244555539823611223e+00 -1.292666137942391380e+00 -2.115994031786877283e+00 -1.310623631486121488e+00 -1.402558054917194541e+00 -1.355767890964041156e+00 -1.329614502169363721e+00 -1.375040886865237288e+00 -2.307942541286802651e+00 -1.377281961768066054e+00 -1.480425035471156781e+00 -1.516433447545463942e+00 -1.380638625291702448e+00 -1.242267112274152652e+00 -1.317872575356541454e+00 -1.331661503780163791e+00 -1.334773830171588349e+00 -1.424999922244589268e+00 -1.282105784097366641e+00 -1.222796878415528310e+00 -1.353052841531418027e+00 -1.443880517533374652e+00 -1.646349443979697957e+00 -2.031215386958345359e+00 -1.269208938053548286e+00 -2.954046428217044884e+00 -1.187121964057837431e+00 -1.343030801940374941e+00 -1.470904283842354721e+00 -1.320086651290593771e+00 -1.395890819303430286e+00 -1.481300750303652825e+00 -1.564446352035545162e+00 -1.662716026818525705e+00 -1.301011480857351854e+00 -1.373872161197774444e+00 -1.559446607537195995e+00 -1.380737585419566482e+00 -1.404917825321005731e+00 -1.636111951635697448e+00 -1.357144786961055338e+00 -1.496592200596308819e+00 -1.215764576672666797e+00 -1.623460608096533919e+00 -1.283521413362095354e+00 -1.422310245383512806e+00 -1.524724944904969570e+00 -1.303180392383719965e+00 -1.268194523541958496e+00 -2.275469907021366200e+00 -1.295558040666838551e+00 -1.173377474253722630e+00 -1.107539482634160910e+00 -1.356474232672509883e+00 -1.508103962519659724e+00 -1.799174023560425217e+00 -2.596486027575999778e+00 -1.527177536872634134e+00 -1.163042487785969081e+00 -1.312081443028266570e+00 -1.693688097957294580e+00 -1.315057351582729073e+00 -2.046670123827165177e+00 -1.561325620720478202e+00 -1.711568979495099674e+00 -1.259654492756700161e+00 -3.173680150202816019e+00 -1.313433678784867276e+00 -1.527150713112237046e+00 -1.409787704421209709e+00 -1.338614981628469813e+00 -1.328979993001577986e+00 -1.600068847923957094e+00 -2.001070447241003247e+00 -1.397895906504623476e+00 -1.457809627157446553e+00 -2.288507667752704755e+00 -1.828226016534746368e+00 -1.609418444391185865e+00 -1.125447116662897429e+00 -1.295628998443817625e+00 -2.033086511632678395e+00 -1.312434156805563301e+00 -1.409393719784306720e+00 -1.385579759069011541e+00 -1.357953613383015012e+00 -1.623207471262056778e+00 -1.200700420114250377e+00 -1.445857655263905528e+00 -1.255851804896505053e+00 -1.301459154387114125e+00 -1.789606669596640387e+00 -1.349670109852371569e+00 -1.256593049771822512e+00 -1.452331166904523796e+00 -1.477739973976032628e+00 -1.256561247077309318e+00 -2.001231469350313485e+00 -1.287981825854664253e+00 -1.533956416543227119e+00 -1.529238151057951356e+00 -1.514105792230853620e+00 -1.450857389238225492e+00 -1.138143082625336033e+00 -1.331210728314001113e+00 -1.613526238966013215e+00 -1.446397443142360517e+00 -1.330849978480449947e+00 -2.211158094881926495e+00 -1.296493344460198927e+00 -1.615820339328297495e+00 -1.340205690942014805e+00 -1.331661503780163791e+00 -1.080802479511985270e+00 -1.609302619158776482e+00 -1.725292490674389390e+00 -1.517056170673459770e+00 -1.292332483345158156e+00 -1.558745879810126578e+00 -1.950234913171160933e+00 -1.436071584073149054e+00 -1.336815943678883123e+00 -1.464116919070125755e+00 -1.352854361002830963e+00 -1.080276587240487585e+00 -1.291947366116029672e+00 -1.258030154717514781e+00 -1.388884017823823980e+00 -1.322174383216571769e+00 -1.329101341307052930e+00 -1.566252192098815277e+00 -1.558836170751897843e+00 -1.383348359814128292e+00 -1.402202306565019763e+00 -1.154461821764535490e+00 -1.656172426647871010e+00 -1.785218487938442955e+00 -1.033017248199625371e+00 -1.233013730909901184e+00 -1.158321815746724104e+00 -1.357124170161594368e+00 -1.222630053212768741e+00 -1.485174019874493823e+00 -1.307334654662235307e+00 -1.338526330096073247e+00 -1.331661503780163791e+00 -1.476345535668736053e+00 -1.211669889083731189e+00 -1.367243910878197521e+00 -4.567428257703728955e-01 -1.356662115883491504e+00 -1.496804229033591671e+00 -1.184048503459394830e+00 -1.560886236299322327e+00 -1.614551938936470865e+00 -1.393469213402300788e+00 -1.409925780001966444e+00 -1.475010561808481668e+00 -1.190189814889743847e+00 -1.405072027843049298e+00 -2.235519023003326389e+00 -1.505685183445193198e+00 -1.626080191803148889e+00 -1.208967216167354586e+00 -1.481069024482637664e+00 -1.310070180761269798e+00 -1.387836392978902600e+00 -1.304364257411649630e+00 -1.541884973003754711e+00 -1.689853041997850580e+00 -1.449856913238426026e+00 -6.057267515910020883e-01 -1.297943902096546642e+00 -1.578203797932598018e+00 -1.486802693428777911e+00 -1.375398221960062450e+00 -1.623556314347583074e+00 -1.309179901952763458e+00 -1.292515344694525226e+00 -1.329684357083739998e+00 -1.380545523614982173e+00 -1.720280851696936120e+00 -1.354738080490695440e+00 -1.544601733748132144e+00 -1.936915101760532387e+00 -1.558363538654730984e+00 -1.289893968556072856e+00 -2.104671550394894286e+00 -1.573196017479198794e+00 -3.304307632872432343e+00 -1.487281127766360678e+00 -1.512486865475127340e+00 -1.046868170893241023e+00 -1.517853709105119187e+00 -1.295342282689091462e+00 -1.367808470131583132e+00 -1.413565930400852988e+00 -1.377008377726787858e+00 -1.290036208478696933e+00 -1.443477371367495099e+00 -1.336085025217720990e+00 -1.190592043595158689e+00 -1.351739334729471276e+00 -1.467136197384693475e+00 -1.153652202390196724e+00 -1.343463795703123465e+00 -1.684445770786462626e+00 -1.371223158715374701e+00 -1.211065527236695916e+00 -1.671756225030274656e+00 -1.363675709887905985e+00 -1.548177951587184964e+00 -1.494265446692215837e+00 -1.794123736232430710e+00 -1.288493258313135215e+00 -1.140952635197733267e+00 -1.247434627409330865e+00 -1.518864683747152000e+00 -1.564565745499344462e+00 -1.384173648355105035e+00 -1.652147285260521681e+00 -3.173680150202816019e+00 -1.357831141906628680e+00 -1.484179970743769950e+00 -1.548855670133707729e+00 -1.287151877941409506e+00 -1.322719711127476216e+00 -1.766885739037958647e+00 -1.319029073563185106e+00 -1.284568762538788711e+00 -1.668978205846182394e+00 -1.550104649930484024e+00 -1.522790779553609308e+00 -1.754594602570773265e+00 -1.245578590143145314e+00 -1.597184028638052311e+00 -1.191448862269189890e+00 -1.319337089775700633e+00 -1.483173870575063003e+00 -1.638593194229399419e+00 -1.714000470669952314e+00 -1.607310902928458241e+00 -1.386447660884768007e+00 -1.711568979495099674e+00 -1.592609785161946290e+00 -1.449468845982359921e+00 -1.232658153060250061e+00 -1.205130992112034116e+00 -1.807101016052216291e+00 -1.761641685449068406e+00 -1.460108946006545283e+00 -1.308546859977294696e+00 -1.855426590391876962e+00 -1.760948492041737312e+00 -1.418407730263240740e+00 -1.394517966381592533e+00 -1.326083584418618067e+00 -1.613173875878916919e+00 -1.411860281310289622e+00 -1.456229726608671893e+00 -1.298170847435823116e+00 -1.306091938947685049e+00 -1.491688054401442365e+00 -1.360548665504206722e+00 -2.809032723618791305e+00 -1.697201118101455242e+00 -1.114792528320412535e+00 -1.544802791583328228e+00 -2.034719184060744812e+00 +1.518862872786303608e+00 +1.599129885275621055e+00 +1.762316102000633711e+00 +1.616261490088147346e+00 +1.340770625643137759e+00 +1.753963268907562156e+00 +1.859832895580344481e+00 +1.195215940961908085e+00 +1.267965465635403799e+00 +1.411172187137999634e+00 +1.224486112165795282e+00 +1.343372050252578553e+00 +1.544180008058706033e+00 +1.943543092507664216e+00 +2.823946574480508787e+00 +1.361937622107593171e+00 +1.612429591720440980e+00 +1.542387979464667769e+00 +1.284125043538997479e+00 +1.394389681792165936e+00 +1.465750168206008119e+00 +1.353924840207848312e+00 +1.209554361609451734e+00 +1.403963050041677763e+00 +1.310747999554368048e+00 +1.481874643105007605e+00 +2.727517826269803880e+00 +1.497448132172603641e+00 +1.266042094748858204e+00 +1.302477330734561178e+00 +1.661687601525188684e+00 +1.604927933072989976e+00 +2.017521700956832476e+00 +1.225799611112615484e+00 +1.407860605360084838e+00 +1.402289035349669089e+00 +1.426542183895694427e+00 +1.559306167309392865e+00 +1.330922353696648130e+00 +1.194751559590016665e+00 +1.886172605502876021e+00 +1.794064306052825186e+00 +1.547135635950620092e+00 +1.457112952849059395e+00 +1.274503518141814062e+00 +1.148620136990731622e+00 +1.195660901980346358e+00 +2.059536748849501109e+00 +1.379236686632263620e+00 +1.370435786087929486e+00 +1.320943294804627799e+00 +2.070615907345894069e+00 +1.364639532762019991e+00 +1.609615521814917294e+00 +1.609139396396719990e+00 +1.001702220236386109e+00 +1.378742421790307704e+00 +1.414271114847116984e+00 +1.647715854586921935e+00 +1.088329525724170965e+00 +1.244272209976274191e+00 +1.256782446895174488e+00 +1.590661677182981570e+00 +2.149178098079544075e+00 +2.037410588040518888e+00 +1.883612052298411665e+00 +1.489953683244092719e+00 +1.543091240704350886e+00 +1.324947134786992775e+00 +1.433272894059337110e+00 +1.251225072611841460e+00 +1.409532965609714639e+00 +3.285931640644230267e+00 +1.658618797711298054e+00 +1.256782446895174488e+00 +1.452364588141068280e+00 +1.433252694167043595e+00 +1.305841901175792463e+00 +1.400592205168125659e+00 +1.370204096276222527e+00 +1.891685962818927758e+00 +1.999260750031217615e+00 +1.571991140493289141e+00 +1.337667178920827871e+00 +1.639138098733572857e+00 +1.453120638667886100e+00 +1.324225590007006348e+00 +1.283317618357967316e+00 +1.482109463155713902e+00 +1.368825331943577472e+00 +2.012478068990859903e+00 +1.630164633930178741e+00 +1.686696454848543247e+00 +1.435081894022525839e+00 +1.655554535286189344e+00 +1.248156725800267708e+00 +1.694257109556277063e+00 +1.292687579358348993e+00 +1.666151651186131843e+00 +1.475031328489795124e+00 +1.221813911264087116e+00 +1.452511802673580155e+00 +1.283612412283693383e+00 +1.402081926996493699e+00 +1.314191036056187256e+00 +1.389301337159185801e+00 +1.628214986470138514e+00 +1.282446269422057084e+00 +1.496235989754138407e+00 +1.590661677182981570e+00 +1.390127391620869401e+00 +9.485419459456145841e-01 +1.475031328489795124e+00 +1.024278991063252153e+00 +1.329789083492867841e+00 +1.561639722319473789e+00 +1.271093731245958480e+00 +1.544667289388560683e+00 +1.322282300041526693e+00 +1.638007423113523098e+00 +1.692457699996342102e+00 +2.444549066811806615e+00 +1.704425400726857998e+00 +1.638007423113523098e+00 +1.211700998841015675e+00 +1.522731270432243988e+00 +1.973719331649680386e+00 +1.246984862127899385e+00 +1.772137668330018734e+00 +1.440843019723229812e+00 +1.982014303935099031e+00 +1.527301060666553578e+00 +1.519988766607961450e+00 +1.270519283444583092e+00 +1.025839018180832118e+00 +1.325030361509745180e+00 +1.516417112025110425e+00 +1.336028275129720111e+00 +1.235269940840188374e+00 +1.621658362332351944e+00 +1.300425402928633956e+00 +1.436533682251668331e+00 +1.279175030508805655e+00 +1.465141125340816863e+00 +1.327928438316340110e+00 +1.588704969665058142e+00 +1.419549979851151056e+00 +2.221748952181499703e+00 +2.240771338260438839e+00 +1.325506338028150655e+00 +2.070101105435780298e+00 +1.805893705100589663e+00 +1.525288034479405752e+00 +1.433881016958488575e+00 +1.225209636418478576e+00 +1.929229144598189283e+00 +1.410932248992227800e+00 +1.566624008263781009e+00 +1.584196737622752593e+00 +1.335829025992069097e+00 +1.419853785318735184e+00 +1.578175762957909622e+00 +1.499631925645544150e+00 +2.106594389701510472e+00 +1.376071150295467449e+00 +1.203577324986820907e+00 +1.296702614571991319e+00 +1.545977386212526561e+00 +1.340433109631173236e+00 +1.317586462764035238e+00 +1.903835744389375195e+00 +8.792369413462426397e-01 +1.567223017437924915e+00 +1.138012186960844829e+00 +1.590661677182981570e+00 +1.823543990388452718e+00 +1.520075147661924753e+00 +1.675186906968539891e+00 +1.526527077858066406e+00 +1.364715386917813023e+00 +1.522316416358373337e+00 +1.648869649065651366e+00 +1.429608208485708021e+00 +1.590661677182981570e+00 +1.479286070913957252e+00 +1.392845286542305772e+00 +1.477109276048369946e+00 +1.710274572104904411e+00 +1.350935795813122287e+00 +1.572494749539420145e+00 +1.397053701139405080e+00 +1.484225700173604778e+00 +1.306236654232663996e+00 +1.270203965523800216e+00 +1.465809087673010769e+00 +1.591032607417836697e+00 +1.263655767162569221e+00 +1.477328120381853793e+00 +1.433252694167043595e+00 +1.614087463627277286e+00 +1.579152289047520696e+00 +1.399961519012333566e+00 +1.189798551184587883e+00 +1.589343012977920022e+00 +1.695282264596948529e+00 +1.496969908764201662e+00 +1.323680826903649743e+00 +1.379476586321115805e+00 +1.639320022010247735e+00 +2.048042639593248282e+00 +1.525993596047467094e+00 +1.488412281097936773e+00 +1.300162960291072922e+00 +1.121149305132292717e+00 +1.259317434254159984e+00 +1.764523399128071768e+00 +1.135472195100107884e+00 +1.157724296437353306e+00 +1.240495546956358330e+00 +1.606431576745802392e+00 +1.495812928798673447e+00 +1.263375934015263269e+00 +1.691632926569383466e+00 +1.370652584579793443e+00 +1.553612931870028468e+00 +1.609609071092580113e+00 +1.548556666140367355e+00 +1.258885001918184088e+00 +1.425273012933104377e+00 +1.257584658844046910e+00 +1.584450813804523239e+00 +1.508252803117069440e+00 +1.207977277528553772e+00 +1.116607869733480696e+00 +1.622464271482145559e+00 +1.232887870873156766e+00 +1.843293450889812446e+00 +1.621242426680859827e+00 +1.389499059377821588e+00 +1.527570897366769653e+00 +1.547135635950620092e+00 +1.584625519851588837e+00 +1.186117124515195798e+00 +1.548853194770784869e+00 +1.393925841642618346e+00 +1.758928861745201466e+00 +1.377125743410255732e+00 +1.300833307220479851e+00 +1.221008990172625985e+00 +1.039634807038954278e+00 +1.367396009126200962e+00 +1.428520422940410706e+00 +1.342906511006779047e+00 +1.781465944778817478e+00 +1.516966440120470994e+00 +1.404921973304648519e+00 +1.243802053908933170e+00 +1.523134956834810483e+00 +2.106251988659499474e+00 +1.557405259497913530e+00 +1.998402527093035896e+00 +1.507726209886919966e+00 +1.478178759774051887e+00 +1.443126875711380874e+00 +1.372914293236274119e+00 +1.584027675817615721e+00 +1.138186803400047964e+00 +1.297237906197716839e+00 +1.169248958077040434e+00 +2.119981892776035437e+00 +1.356823680054476844e+00 +1.291506108897621408e+00 +1.432539165929590297e+00 +1.009587732396444171e+00 +1.388253083004637567e+00 +1.843293450889812446e+00 +1.758839585893587909e+00 +1.296194831531989777e+00 +1.415901062812344069e+00 +1.367436034399086120e+00 +1.557305226172372992e+00 +1.312780929791345308e+00 +1.479415797390831511e+00 +1.617407484750595037e+00 +1.282220039602107731e+00 +1.338502790442080981e+00 +1.644878183011768025e+00 +1.812073093975880012e+00 +1.544626261654868715e+00 +1.427555511434003943e+00 +1.373509504163868078e+00 +1.419349840752382352e+00 +1.289583952805333444e+00 +1.263193705233068176e+00 +1.353924840207848312e+00 +1.322053558582378940e+00 +1.364810005548928284e+00 +1.418789363893403710e+00 +1.218070322432881269e+00 +1.343357627107127028e+00 +1.998882983213325026e+00 +1.297098167678240266e+00 +1.426463079295509306e+00 +1.327928438316340110e+00 +1.260387251842302936e+00 +1.289186173474974773e+00 +1.314262424607986146e+00 +1.296194831531989777e+00 +2.725374295403975466e+00 +1.724728544418887566e+00 +1.492927697323115366e+00 +1.537811563117422953e+00 +1.061646435400871669e+00 +1.089336296281913974e+00 +1.730478928989195531e+00 +1.238764056597543073e+00 +1.317448932965975539e+00 +1.928168794650217510e+00 +1.229921941623291604e+00 +1.782532523022799298e+00 +1.319561449620049620e+00 +1.579806812078839773e+00 +1.659009959296958936e+00 +1.675809620810483347e+00 +1.283604527301073883e+00 +1.367814940655208034e+00 +1.382876312935272134e+00 +1.342268054235663755e+00 +1.601048675780703201e+00 +1.212055307945856475e+00 +1.326033523027024152e+00 +1.400592205168125659e+00 +1.845885675871960840e+00 +1.209939993684920667e+00 +1.416479403627769251e+00 +1.178353879702226381e+00 +1.702068860226778169e+00 +1.534086911766474604e+00 +1.444423326232741722e+00 +9.753871071810920057e-01 +1.766351188124146487e+00 +1.590661677182981570e+00 +1.746993032652863986e+00 +1.814377051006232922e+00 +1.333964718159308616e+00 +1.309560169606349245e+00 +1.470763865432171746e+00 +1.105570352472099671e+00 +1.210927335705776819e+00 +1.679091036646523261e+00 +1.093536181629970017e+00 +1.520485637381451260e+00 +1.565415919860771332e+00 +1.720218761816913799e+00 +1.614522162876724121e+00 +1.703199579061398516e+00 +1.496580410109188852e+00 +1.629714595419194723e+00 +1.362027909949961924e+00 +1.941704255194139472e+00 +1.283904745939371539e+00 +1.520446928317525703e+00 +1.645916379695478327e+00 +1.212878855325826288e+00 +1.904019344469197739e+00 +1.303968109791208585e+00 +1.713578679231628987e+00 +1.501360353107175971e+00 +1.317690599665202633e+00 +1.517775018459104119e+00 +1.372732785722108773e+00 +1.137386301599700333e+00 +1.340346086151746441e+00 +1.864612332804308270e+00 +1.308228718586117445e+00 +1.406066999307563847e+00 +1.236774063455767569e+00 +1.296969441721686156e+00 +2.001410112034758715e+00 +1.319209688603813824e+00 +1.284226479202906113e+00 +1.413488286819296613e+00 +1.487132728537102100e+00 +1.502237367113007371e+00 +2.530673598927101420e+00 +1.512697140046228128e+00 +1.608583040825621202e+00 +1.191007499523933477e+00 +1.335087895601343000e+00 +1.298763578069390690e+00 +1.601302443830147526e+00 +1.795095722509107983e+00 +1.474159315524024905e+00 +1.676589017914636770e+00 +1.605333638246301042e+00 +1.531138390624262380e+00 +1.762741131841573106e+00 +1.673917424194515169e+00 +1.303403653762988279e+00 +1.464861571854019440e+00 +9.569778330387381793e-01 +1.521110829229192385e+00 +1.587445046359192702e+00 +1.526412898746776658e+00 +1.496606439887919082e+00 +1.807361410767559740e+00 +1.922901612136790783e+00 +1.491982306100391842e+00 +1.168067911617427734e+00 +2.261416778768034597e+00 +1.557902693403241390e+00 +1.360419817023170719e+00 +1.272272383244081428e+00 +1.737740189815097258e+00 +1.241571374551477813e+00 +1.483643477954237566e+00 +1.341482218335164678e+00 +1.205294415900533878e+00 +1.314435407532498656e+00 +1.831672184768635470e+00 +1.250453224502879435e+00 +1.454536121809007820e+00 +1.144261201693518526e+00 +1.506621523120349027e+00 +1.384739204503329324e+00 +1.510882362910930254e+00 +1.610024383659731217e+00 +1.693982422559941803e+00 +1.328184161071755520e+00 +1.241787097016810559e+00 +1.440781380629699404e+00 +1.300014968487254619e+00 +1.638007423113523098e+00 +2.115082803481839413e+00 +1.395104221744029926e+00 +1.764469710326556751e+00 +1.505634442609206536e+00 +1.625849119660721653e+00 +1.666668462980556820e+00 +1.602095651774173346e+00 +1.295612063226529553e+00 +1.340433109631173236e+00 +9.194477049442866257e-01 +1.337168930733294570e+00 +1.525993596047467094e+00 +1.254057415176059731e+00 +1.386279015073144105e+00 +1.388642055044674306e+00 +1.356984830097909045e+00 +1.530920980138619658e+00 +1.296194831531989777e+00 +1.637262826355573075e+00 +1.364123768883554799e+00 +1.369743507915299086e+00 +1.715432571252737848e+00 +1.119143112626091119e+00 +1.151985954368277554e+00 +1.421771852651000589e+00 +1.379197536223589093e+00 +1.584659453922233618e+00 +1.265592533633074890e+00 +1.643317673066244211e+00 +1.460684433938054028e+00 +1.543227006192326112e+00 +1.263251288628940872e+00 +1.643317673066244211e+00 +1.311706369116554249e+00 +1.424154724953687223e+00 +1.614087463627277286e+00 +1.683995372865430884e+00 +1.450097600220008776e+00 +1.305059969545071752e+00 +1.354313845946524264e+00 +1.362706553418379096e+00 +1.551759311288033683e+00 +1.778986714572403871e+00 +1.250548452974207470e+00 +1.451298536913383952e+00 +1.380955039799840023e+00 +1.300744611650196614e+00 +1.821448326128745077e+00 +1.541012704640881470e+00 +1.220552122512443383e+00 +1.586614765138353755e+00 +1.784282198669069563e+00 +1.333744574771301483e+00 +1.433491701101879512e+00 +1.491255658296839037e+00 +1.380420470599308835e+00 +1.232343724156170550e+00 +1.207344430354152731e+00 +1.328723451026734947e+00 +1.702072793549882945e+00 +1.128625281211562692e+00 +8.792369413462426397e-01 +1.324001844275404460e+00 +1.533254584526241082e+00 +1.638007423113523098e+00 +1.345352080720098265e+00 +1.224965233755787031e+00 +1.846420952276792482e+00 +1.410745039429281755e+00 +1.214858547183761628e+00 +1.774946818840925200e+00 +1.735524989864713152e+00 +1.323385095756684615e+00 +1.600958285143073256e+00 +1.642925850525171816e+00 +1.518537931362423654e+00 +9.861673265985682058e-01 +1.385750841659240340e+00 +1.185879060182969180e+00 +1.675805355325941104e+00 +1.370217576838055784e+00 +1.431139668646068452e+00 +1.505634442609206536e+00 +4.073481461896758304e+00 +1.656325126654110580e+00 +1.726482498940291377e+00 +2.288414747508886293e+00 +1.601864492516773986e+00 +1.523438060909587444e+00 +1.290190381406832065e+00 +1.315597889593096204e+00 +9.968495272843596045e-01 +1.677864435580064484e+00 +2.650022360658047749e+00 +2.542425046322780435e+00 +2.785593333691969153e+00 +1.324311055837484430e+00 +1.303481992498575659e+00 +1.459005553688886403e+00 +1.228972321308352988e+00 +1.221546499397001773e+00 +1.127903124519479494e+00 +1.260858649231147988e+00 +1.209841795193219438e+00 +1.957176860621975711e+00 +1.350254173230379218e+00 +1.260858649231147988e+00 +1.398566378380193598e+00 +9.580456885766432951e-01 +1.481069315823215549e+00 +1.303620913273270787e+00 +1.516174546002442503e+00 +1.302093568869463258e+00 +1.363380581394501023e+00 +1.200533390791350463e+00 +1.613228179642560489e+00 +1.252343102196500579e+00 +1.418591270938848625e+00 +1.258926203891804319e+00 +1.292798375771802677e+00 +1.175293117637906226e+00 +1.726990966181517928e+00 +1.549224710758607459e+00 +1.537194716938680594e+00 +2.031796437289463242e+00 +1.629276586740517230e+00 +1.465596495413669098e+00 +1.900998465520163050e+00 +1.171240271138010769e+00 +1.590661677182981570e+00 +1.640710146200690556e+00 +1.220202685412528520e+00 +1.226562663516191476e+00 +1.916568499307522933e+00 +1.491255658296839037e+00 +1.336475131814703898e+00 +1.085381590953204078e+00 +1.418907619998165837e+00 +1.397010004180204490e+00 +2.751131325395622884e+00 +1.444356946716100154e+00 +1.124330178380097633e+00 +1.341791292040733330e+00 +2.335583061493860413e+00 +1.300833307220479851e+00 +1.625576155356966535e+00 +1.307095612899356274e+00 +1.262476243446539748e+00 +1.489300366473228054e+00 +1.623902091982445395e+00 +1.325149091223139397e+00 +1.680906061203102153e+00 +1.619709233537260262e+00 +1.960439592006981258e+00 +1.262835916952407267e+00 +1.265545130832502752e+00 +1.434412954219228320e+00 +1.590661677182981570e+00 +1.487631182775154048e+00 +1.441048913952752031e+00 +1.461776707481770021e+00 +1.422692353055519554e+00 +1.548297401249297156e+00 +1.815474663617137940e+00 +1.459886684273049351e+00 +1.392197265015324481e+00 +1.628336651922703604e+00 +1.411963429793304581e+00 +1.334235186280352981e+00 +1.580529802539817341e+00 +1.505411988463695394e+00 +1.127675242424772684e+00 +1.410526010871072211e+00 +1.605734290169468004e+00 +1.237338397709284221e+00 +1.415090235579721023e+00 +1.365780055477161747e+00 +1.282059400409123251e+00 +1.380815121588840233e+00 +1.749225835503403381e+00 +1.912631924787822291e+00 +1.358654711833266804e+00 +1.433149563923688641e+00 +1.763021769560098928e+00 +1.266311030735351784e+00 +1.466447627351270100e+00 +1.166657763119267610e+00 +1.454926647132513073e+00 +1.654736073323761270e+00 +1.596720327582999976e+00 +2.406269730471326529e+00 +1.292409497487248204e+00 +1.139202225779718747e+00 +2.394511789924950840e+00 +1.748132809318437619e+00 +1.543682211612258159e+00 +1.095345006340416205e+00 +1.278167924001149203e+00 +1.699705438389577328e+00 +1.172029655900099110e+00 +1.280543890106820459e+00 +1.522026857357366758e+00 +1.212174639930204023e+00 +1.435186449743234505e+00 +1.746892956834094290e+00 +1.211162484228150094e+00 +1.458521523468391257e+00 +1.496237974107291091e+00 +1.429442336797894342e+00 +1.820984369285323812e+00 +1.456999771902583785e+00 +9.074413899658884120e-01 +1.612666025412516912e+00 +1.311662112978587036e+00 +2.032529697838556082e+00 +1.297480631682625729e+00 +1.778075070168314120e+00 +1.590661677182981570e+00 +1.381193898543188192e+00 +1.338147633543190329e+00 +1.884883564290558144e+00 +1.369781870152660508e+00 +1.302950259870939931e+00 +1.651274449715706805e+00 +1.403291991877356981e+00 +1.728987888835336495e+00 +1.741651393642691170e+00 +1.358808338406871874e+00 +1.245373674548096332e+00 +1.595486916701919000e+00 +1.568995208767946625e+00 +2.002204783511875696e+00 +1.408988137956812992e+00 +1.313857643733380653e+00 +1.459125261839216314e+00 +1.309793252540767394e+00 +2.144588475707783992e+00 +1.466447627351270100e+00 +1.214085927140336807e+00 +1.527236948240351166e+00 +1.209048162750003819e+00 +1.252220589800172812e+00 +1.443825815515996869e+00 +1.431494974140103071e+00 +1.437004795663415768e+00 +1.257689239394896630e+00 +1.590661677182981570e+00 +1.230018651154858089e+00 +1.411724298789888810e+00 +2.212676479255956785e+00 +1.621837940735684436e+00 +1.419767918370605786e+00 +1.620189658244108877e+00 +1.299955735111378630e+00 +1.526412898746776658e+00 +1.354940523905451943e+00 +1.459216466695720360e+00 +1.439770908507228331e+00 +2.135225656794364824e+00 +1.511580304420146570e+00 +1.429121044144805008e+00 +1.666151651186131843e+00 +1.769564130896225551e+00 +1.201012930708708515e+00 +1.206023183810812194e+00 +1.519884139117845478e+00 +1.406651466497373493e+00 +1.425323351080933776e+00 +1.289186173474974773e+00 +1.296194831531989777e+00 +2.158324243348657134e+00 +2.325520432100621093e+00 +1.429957755719633461e+00 +1.238876293518424543e+00 +1.235284299834125354e+00 +1.936222701723211870e+00 +1.304153641086523319e+00 +1.376035390811690906e+00 +1.630484095212320295e+00 +1.459058589196714495e+00 +1.308228718586117445e+00 +1.233805197154025368e+00 +1.339749070914222795e+00 +3.105569181855591943e+00 +2.148828669156463089e+00 +1.484351891933871848e+00 +1.768883593474683824e+00 +1.356378587299003291e+00 +1.981841949645592349e+00 +1.361629077216226058e+00 +1.456078067191237668e+00 +1.391484202326781494e+00 +1.720482528827767643e+00 +1.229142713557705324e+00 +3.592535946734470631e+00 +1.357491897083993315e+00 +1.639356736965758232e+00 +1.418725556927849629e+00 +1.219642483151237355e+00 +1.524899185466146667e+00 +1.339912898909557004e+00 +1.691821851495836304e+00 +1.926429885754383786e+00 +2.193937629400501521e+00 +1.434512389769131868e+00 +1.516132202502675108e+00 +1.402685016737124313e+00 +1.479654406907421782e+00 +1.590661677182981570e+00 +1.305059969545071752e+00 +1.281308616661720245e+00 +3.371147861500705112e+00 +1.610515818397087795e+00 +1.363762126814227038e+00 +1.868651132219020461e+00 +1.836581293674666604e+00 +1.322198808395610881e+00 +1.187353235526068085e+00 +1.168715360646861434e+00 +1.290653261916049788e+00 +2.657397789927987031e+00 +1.308195807962820423e+00 +1.392911585170269806e+00 +1.157721947444014132e+00 +1.563549287152643963e+00 +1.309699010970924782e+00 +1.374487321108077253e+00 +1.780498201575019035e+00 +1.742789942659437541e+00 +1.387953874563513379e+00 +1.392881755366181640e+00 +2.101790004113552879e+00 +1.285728839915948107e+00 +1.428253403325337789e+00 +1.356322481455720208e+00 +1.460226394135446082e+00 +1.298018122131389784e+00 +1.040864104016849367e+00 +8.634418616470621588e-01 +1.516450551827863924e+00 +1.366770905334105501e+00 +1.504246270932614316e+00 +2.071529630361395036e+00 +1.347534147215802447e+00 +1.519262810150987963e+00 +1.295906052920308360e+00 +1.272353602721182364e+00 +1.343210424590504548e+00 +1.942758402989408051e+00 +1.500703524024407542e+00 +2.179608061863245183e+00 +1.225209636418478576e+00 +2.367566078173224398e+00 +1.245005921617321043e+00 +1.131263169013688064e+00 +1.208275899748609383e+00 +1.699639706926565630e+00 +1.380664001881857006e+00 +1.200166494414899088e+00 +1.897259029019124021e+00 +1.599052961692516206e+00 +1.679534894153698055e+00 +1.430591452441831279e+00 +1.291611710413451464e+00 +2.140483046159007863e+00 +1.018545959062726158e+00 +1.732346220654019442e+00 +1.442752969375090677e+00 +1.530303738588107310e+00 +1.533254584526241082e+00 +1.723977420671900740e+00 +1.712477126052587728e+00 +1.200465606865777524e+00 +1.538678564128436177e+00 +2.212332242225049761e+00 +2.377262736841992741e+00 +2.094309955644114929e+00 +1.262365757805570698e+00 +1.220152256079544584e+00 +1.463806208068472836e+00 +1.027681686784353454e+00 +1.881114273304692164e+00 +1.069046704205762977e+00 +1.479251346847459070e+00 +1.511057325631814940e+00 +1.463913205483961200e+00 +1.433968530653163098e+00 +1.760216509112127126e+00 +1.379714397479181454e+00 +1.646864779693656411e+00 +1.128664547397468576e+00 +1.548417825005325765e+00 +1.439532404895196294e+00 +1.332296504677359161e+00 +1.377451740478998987e+00 +1.445722039144157200e+00 +1.401984131673945422e+00 +1.122130260334611274e+00 +1.222966388838526930e+00 +1.329787545095437062e+00 +1.311905570780654395e+00 +1.590661677182981570e+00 +1.376535102765144236e+00 +1.429227872538283650e+00 +1.549661797142021680e+00 +1.279898386879556815e+00 +1.516045866663001895e+00 +1.329044801378755025e+00 +2.087813715466139808e+00 +2.018382086425216215e+00 +1.884124588089906016e+00 +1.940208168686679668e+00 +1.710209788962643529e+00 +1.285642708016135893e+00 +1.341978581308063578e+00 +1.678993494320001556e+00 +1.636259359087795850e+00 +1.560461013143585429e+00 +1.315226109663480747e+00 +1.307710295879841444e+00 +1.317903489506758508e+00 +1.416177242856786034e+00 +1.657120175708198806e+00 +1.306698076762219829e+00 +1.723529839265272035e+00 +1.566067186885121032e+00 +1.555029311926035440e+00 +1.141815483644940121e+00 +1.311034084817768841e+00 +1.103061885316470647e+00 +1.480576129895777360e+00 +1.516847994913356201e+00 +1.282557763485939972e+00 +1.455453724146996475e+00 +1.651426936588167749e+00 +1.721523333361912211e+00 +1.889878621927817415e+00 +2.104309067095960550e+00 +1.420790573922255939e+00 +1.556835060778716695e+00 +1.285336297274101369e+00 +1.724343320682350633e+00 +1.233902902392489676e+00 +1.865814634620508894e+00 +1.459637996466479182e+00 +1.247024474635013647e+00 +1.438098851784577858e+00 +1.630548867278216019e+00 +1.502314574996562069e+00 +2.162505895909458520e+00 +1.296031116503851610e+00 +1.536928787344171932e+00 +1.307716131284549110e+00 +1.594328945415459664e+00 +1.517192004275377260e+00 +1.537079585682766592e+00 +2.024123581843100261e+00 +1.539631001385212583e+00 +1.486224089080629085e+00 +1.384011542352195701e+00 +2.228115080370473677e+00 +1.483275343514300459e+00 +2.347392460123031821e+00 +1.463026466219763622e+00 +1.468121661719783422e+00 +1.197102468441764822e+00 +1.702287894201414575e+00 +1.250089632029210307e+00 +1.452385509254625173e+00 +1.543772073620719221e+00 +1.704636056410749223e+00 +1.205141500352884032e+00 +4.172790200980355912e+00 +1.340510901506781094e+00 +1.434554991575349714e+00 +1.329709531367061714e+00 +1.590661677182981570e+00 +1.437065505474345084e+00 +1.789176596132404429e+00 +1.377955767772164997e+00 +1.225209636418478576e+00 +1.235332526810020370e+00 +1.254531405133538335e+00 +1.306967208552154425e+00 +1.661687601525188684e+00 +1.286188808218444501e+00 +1.452364588141068280e+00 +2.047509787721097485e+00 +1.469139230620105430e+00 +1.370907787227797048e+00 +1.283184849586855414e+00 +1.526412898746776658e+00 +1.293874932325091320e+00 +1.500008837415442553e+00 +1.418429418020073829e+00 +1.736835788293812133e+00 +1.390262637610073737e+00 +1.466447627351270100e+00 +1.383445772577384325e+00 +1.502616934890677047e+00 +1.742964759420810195e+00 +1.351423819479192101e+00 +1.410822760678213994e+00 +1.456299661817417546e+00 +1.373848002855136086e+00 +1.838125212869027303e+00 +1.245151816346289575e+00 +1.006983059224999089e+00 +1.494312904963496225e+00 +3.826277929244476184e+00 +1.403621607072259803e+00 +1.412557098056351768e+00 +1.752872487152442593e+00 +1.497860258480076423e+00 +2.165032173251826286e+00 +1.517997023491251429e+00 +1.181688114252817501e+00 +1.292274665834092895e+00 +1.519262810150987963e+00 +2.435179790646466724e+00 +1.321458956736861090e+00 +1.187048651085096385e+00 +1.585803430420545057e+00 +1.740888734695322349e+00 +1.416544349350683296e+00 +1.438911548049200961e+00 +1.574329869296967388e+00 +1.182014638149820662e+00 +1.629191483107772509e+00 +1.937330675648314182e+00 +1.746158818148803471e+00 +1.568954258169712235e+00 +1.659715553451202918e+00 +3.075553780580956964e+00 +1.974484071189659851e+00 +1.273841617505952151e+00 +1.528104083434255855e+00 +1.654309313745110366e+00 +1.101126207070516783e+00 +1.389281365377073696e+00 +2.094309955644114929e+00 +1.186984715633759846e+00 +1.412629753102515373e+00 +1.687157701695419565e+00 +1.303634078174301436e+00 +1.195508514521043120e+00 +1.688860058521908680e+00 +1.105023923399553354e+00 +1.304838572668856056e+00 +1.492343158987908813e+00 +1.413488286819296613e+00 +1.195810583788298409e+00 +1.290805355004370769e+00 +1.541788416556207242e+00 +1.185568886057059013e+00 +1.297930051091956694e+00 +1.749618292750571902e+00 +9.074413899658884120e-01 +1.475210213292671879e+00 +1.509414379301723397e+00 +1.372288289636472314e+00 +1.667486986010647598e+00 +1.393518096864027056e+00 +3.200509101258671052e+00 +1.340216445220193453e+00 +1.590661677182981570e+00 +1.470821060327379470e+00 +1.410260049333349919e+00 +1.374898608727752158e+00 +2.010930364116816804e+00 +2.991753410423436677e+00 +1.314262424607986146e+00 +1.510377114170039503e+00 +1.590500773509907262e+00 +1.242781376862124310e+00 +1.898374701524185859e+00 +1.334383654799944585e+00 +1.410547037236395518e+00 +1.591786272549322145e+00 +1.407528832135098495e+00 +1.151430834461280472e+00 +1.261394705580402453e+00 +2.020770169596476151e+00 +1.290530605671130759e+00 +1.491149989709547485e+00 +1.383360600541208241e+00 +1.593036582767291653e+00 +1.291016648209990958e+00 +1.771540567067620753e+00 +1.574701437417772132e+00 +1.329207971056159066e+00 +1.629437422561680338e+00 +1.522744422578640178e+00 +1.291780301854206003e+00 +1.522439981722998770e+00 +1.283423676093082832e+00 +1.580529802539817341e+00 +1.420173517554294218e+00 +1.441499934293980267e+00 +1.148709425947602281e+00 +1.375450511493224504e+00 +1.405050712110724298e+00 +1.451847877502562945e+00 +2.005880458640457942e+00 +1.343095326150666402e+00 +1.445920021551438950e+00 +1.261142538029312865e+00 +1.508413881099294862e+00 +1.305059969545071752e+00 +1.614087463627277286e+00 +1.457393194140345960e+00 +1.306841620506017598e+00 +1.362533129859907710e+00 +1.302140256575740729e+00 +1.337771078813715375e+00 +1.286169326978174432e+00 +1.419746394049379745e+00 +1.363390570646945577e+00 +1.440129430720934245e+00 +2.106594389701510472e+00 +1.542595539041702990e+00 +1.491657602210470612e+00 +1.482485078656878841e+00 +1.475643732274460218e+00 +1.544273715483759357e+00 +1.404905216868935769e+00 +1.413533668164175028e+00 +1.750284051004168173e+00 +1.311662112978587036e+00 +1.952436104712884424e+00 +1.289793724008650333e+00 +1.384206391511582090e+00 +1.480259971681950226e+00 +1.753450807304907100e+00 +1.461776707481770021e+00 +1.375814184581872546e+00 +1.735770294456390861e+00 +1.480029897033078523e+00 +1.502646018785435134e+00 +1.360303027102479190e+00 +1.321209446924277664e+00 +1.765875112857912654e+00 +1.529635375591108737e+00 +1.302280682458501371e+00 +1.498891191356912067e+00 +2.055515900665244811e+00 +1.410203149484949181e+00 +1.074961725894472364e+00 +1.590676728865959344e+00 +1.236965743033528353e+00 +1.410861107376992329e+00 +1.479364153692302342e+00 +1.644207762505729864e+00 +1.545762653813052889e+00 +1.181696869292498064e+00 +1.451341858840631938e+00 +1.638007423113523098e+00 +1.560735954599752340e+00 +1.148722252671176669e+00 +1.438013930227511894e+00 +2.234045395455155791e+00 +1.493055896688728623e+00 +1.378320119310970204e+00 +1.238588078792369984e+00 +1.711461514108309823e+00 +1.342745240576182830e+00 +1.242986663111442347e+00 +1.492718993149064088e+00 +1.786581050207063592e+00 +1.309187551792111881e+00 +1.410351441991650967e+00 +1.283887713652103413e+00 +1.548883836849811901e+00 +1.648581502316603942e+00 +1.383526977124897916e+00 +1.300151658544251188e+00 +2.076463714313626419e+00 +1.329266133895950164e+00 +1.347571884073531567e+00 +1.830199203980274358e+00 +1.338532581225534868e+00 +1.329266133895950164e+00 +1.475058435137886814e+00 +2.041082216113685455e+00 +1.396052668907094452e+00 +2.046084818460820909e+00 +1.394221119306858103e+00 +1.324264304975060424e+00 +1.590661677182981570e+00 +1.329266133895950164e+00 +1.488843411891465296e+00 +1.697315479003388861e+00 +2.068897142717673887e+00 +1.291040424971887202e+00 +1.420094352513322722e+00 +1.526165947356140196e+00 +1.466410608859736842e+00 +1.489616422401059070e+00 +1.376720011232194452e+00 +1.145186430808070810e+00 +1.330217439355670050e+00 +1.322128765371457071e+00 +1.616767532656631756e+00 +1.353924840207848312e+00 +1.426725480388194800e+00 +1.406015292581185516e+00 +1.345766618450927377e+00 +1.267528782806632837e+00 +1.782340423389742634e+00 +1.289803465035812113e+00 +1.574519113508210832e+00 +2.524191146745886627e+00 +1.476121211575512016e+00 +1.451091577038232661e+00 +2.107489371213417062e+00 +1.279924187200830232e+00 +1.814164935458131067e+00 +1.304433415256088802e+00 +1.387853643799350056e+00 +1.068488242014135503e+00 +1.398196953585513214e+00 +1.487424460187471098e+00 +1.564135329316699075e+00 +1.409871878082515018e+00 +1.620189658244108877e+00 +1.212619458209339252e+00 +1.222768803890084133e+00 +1.131070452102209467e+00 +1.632834084478774317e+00 +2.391024306516505327e+00 +1.553000863736722970e+00 +1.234492289142920418e+00 +1.678865163726285692e+00 +1.729514844131977203e+00 +1.380319408180112450e+00 +1.495469850798214484e+00 +1.089476840298834848e+00 +1.503787260715198748e+00 +1.927926562962336332e+00 +1.787509155388085524e+00 +1.356423911498110035e+00 +1.611700475202791472e+00 +1.328565058940705201e+00 +1.410801436710868773e+00 +1.502271577769815902e+00 +1.529781568729100982e+00 +1.500717572630122953e+00 +1.438744116152345320e+00 +1.011533861150337277e+00 +1.660019935521435785e+00 +1.694801268597463384e+00 +1.295741897675154686e+00 +1.536690120192821807e+00 +1.625576155356966535e+00 +1.662446962378507642e+00 +1.584027675817615721e+00 +1.267920576764727025e+00 +1.773271621007467047e+00 +2.607061255226004626e+00 +1.323697228546008020e+00 +1.463913205483961200e+00 +1.451179387129578169e+00 +1.469164177593603071e+00 +1.260696632732482447e+00 +2.061295847510245860e+00 +1.279175030508805655e+00 +1.327187249511799116e+00 +1.392123116976528907e+00 +1.372778149825102156e+00 +1.366849320196020789e+00 +1.310075327026068770e+00 +2.228115080370473677e+00 +1.440612375280124979e+00 +1.350906079213270550e+00 +1.247545832057673776e+00 +1.736285950232311581e+00 +1.247536976020736654e+00 +1.824683738529272681e+00 +2.141193264032818622e+00 +1.489627345069804543e+00 +1.406939099136905735e+00 +1.351987725676777830e+00 +2.068358256017190477e+00 +1.425356048095398176e+00 +1.461063380858283578e+00 +4.534055133307758112e+00 +1.548104834770692051e+00 +1.334119499724081503e+00 +1.169637967255080735e+00 +1.270982513336023301e+00 +2.061295847510245860e+00 +1.583808418512173688e+00 +1.433252694167043595e+00 +1.146249330383353193e+00 +1.437000319539658122e+00 +1.384206391511582090e+00 +1.354323207386244343e+00 +2.743042907148182330e+00 +1.146741916689172136e+00 +1.043934638860382069e+00 +1.986859899813718799e+00 +1.345752277684593379e+00 +1.262801821341236419e+00 +1.227595566388157700e+00 +1.357034386591719821e+00 +1.490382176048366425e+00 +1.197989047680342756e+00 +1.403780162561065969e+00 +1.295741897675154686e+00 +1.376647758423965362e+00 +1.319684443967985565e+00 +1.715609211653615240e+00 +1.340072870242922765e+00 +1.481047675191624169e+00 +1.418267229243886707e+00 +1.704996551156766849e+00 +1.481964200517132291e+00 +1.376647758423965362e+00 +1.371498739687961432e+00 +1.335345033715319651e+00 +1.600330428341852240e+00 +1.235929370981665665e+00 +1.660395396280030189e+00 +1.653829654337321431e+00 +9.836315595085003416e-01 +1.289583952805333444e+00 +1.501909986806452268e+00 +1.538580056025662168e+00 +1.409708410803939937e+00 +2.044943805669737547e+00 +1.839991352308654404e+00 +1.884124588089906016e+00 +1.515659031640784526e+00 +1.252912322425840275e+00 +1.094551602407890734e+00 +1.275707054073981661e+00 +1.396190534953473783e+00 +1.561255800611879518e+00 +1.465457853774435382e+00 +1.655700952046569308e+00 +1.804620433137694713e+00 +1.427417859572384096e+00 +1.326073742077085171e+00 +1.367503139614707486e+00 +1.422102982796594306e+00 +1.782927790484859942e+00 +1.316571734007906391e+00 +1.386391473133877117e+00 +1.316768151420434796e+00 +1.619052967007010624e+00 +1.474045577933423390e+00 +1.342331179133416263e+00 +1.412608258228686298e+00 +1.460254498579969473e+00 +2.162304290249063232e+00 +1.338532581225534868e+00 +1.189435430909579372e+00 +1.630548867278216019e+00 +1.244121371882374039e+00 +1.386341251496386873e+00 +1.703850309687607645e+00 +1.293884653033914089e+00 +1.338474302028136220e+00 +1.643156763772749329e+00 +1.302511439790508874e+00 +1.838125212869027303e+00 +1.305077770090609990e+00 +1.256175653903305545e+00 +1.614047770032502438e+00 +1.340193786153743405e+00 +1.626552809569780988e+00 +1.432006635109163373e+00 +1.347436701031039741e+00 +1.465714658670285608e+00 +1.422935107147327516e+00 +1.221182831713923278e+00 +1.272200235387697553e+00 +1.859817749779709484e+00 +1.409137655325791050e+00 +1.380666597466359446e+00 +1.309410445172011439e+00 +1.555652041240550565e+00 +1.326168917301012051e+00 +1.223770441925015495e+00 +1.287457757304365513e+00 +1.116238807832261593e+00 +1.483439121132233307e+00 +1.584013404917624435e+00 +1.264262789392633479e+00 +1.609615521814917294e+00 +1.743313552364583296e+00 +1.226514002150088878e+00 +1.585420984871195316e+00 +1.449770003514557537e+00 +9.928365856670895440e-01 +1.417061725884246615e+00 +1.245176508870719623e+00 +2.823946574480508787e+00 +1.382297749106138562e+00 +2.410315439288815309e+00 +1.341741492443293549e+00 +1.693981575658477734e+00 +1.039634807038954278e+00 +1.370663837370487581e+00 +1.070984392056374856e+00 +1.347830907873328599e+00 +1.233124050163335150e+00 +1.251910703184636153e+00 +1.716354361919072646e+00 +1.408092816384030055e+00 +1.191286369935607548e+00 +2.071553519219589745e+00 +1.330012618768096511e+00 +1.391817652980012143e+00 +1.525993596047467094e+00 +1.128300051127476777e+00 +1.300181141525515560e+00 +1.952160489654427566e+00 +1.498460488538936097e+00 +1.793897747691829858e+00 +1.304652393963839030e+00 +1.757490370731098039e+00 +1.430731849462218763e+00 +1.740888734695322349e+00 +1.250579856891605113e+00 +1.393404694438094671e+00 +1.360102366463721735e+00 +1.482801484675118964e+00 +1.584027675817615721e+00 +1.468000416095420535e+00 +1.740888734695322349e+00 +1.885796049140482378e+00 +1.236774063455767569e+00 +1.933110939355535240e+00 +1.616317781534851949e+00 +2.479004668618367546e+00 +1.385853654696515225e+00 +1.234504233136317852e+00 +1.217167148026961909e+00 +1.492846511237951868e+00 +4.073481461896758304e+00 +1.373603227549111461e+00 +1.723930982631463493e+00 +2.335917939204564142e+00 +1.142983042570107965e+00 +1.561699037333971640e+00 +1.178092353223602062e+00 +1.243866499145778182e+00 +1.273094985365029297e+00 +1.114198651548299113e+00 +1.452385509254625173e+00 +1.785423870529120771e+00 +1.461961804387657216e+00 +1.743153931007085378e+00 +1.638007423113523098e+00 +1.258466789028049426e+00 +1.289551051443597940e+00 +1.298080996743513627e+00 +1.356927887519043363e+00 +1.276623653604767039e+00 +1.780463075709104448e+00 +1.187490621676567937e+00 +1.643317673066244211e+00 +1.874140293979162486e+00 +1.551219262248920039e+00 +1.907525309450580187e+00 +1.634806854512047547e+00 +1.353976391095536691e+00 +1.491163530165689588e+00 +1.685819344131573416e+00 +2.729005291524084775e+00 +1.251695707433908122e+00 +1.426131704070815465e+00 +1.401731945317068240e+00 +1.416479403627769251e+00 +1.502823323326064608e+00 +1.621848723114337254e+00 +1.650930582769585264e+00 +1.146555703768816104e+00 +2.218845869653075287e+00 +1.418267229243886707e+00 +1.396754113479257597e+00 +1.513399876145465672e+00 +1.141685274294549135e+00 +1.839728095941184138e+00 +1.491255658296839037e+00 +1.413612104864052199e+00 +1.226849984830360452e+00 +1.590661677182981570e+00 +1.612655534195755358e+00 +1.867561190091880041e+00 +1.429017829448432142e+00 +1.346842551548460110e+00 +9.074413899658884120e-01 +1.542306082484970586e+00 +1.856006165131796060e+00 +1.526412898746776658e+00 +1.356040940111659321e+00 +1.541788416556207242e+00 +1.555113057623851436e+00 +1.701898125710392229e+00 +1.360126435668576272e+00 +1.604848492947988703e+00 +1.495529485238456191e+00 +1.393904350595707609e+00 +1.408012641368778128e+00 +1.452385509254625173e+00 +1.703256603502607547e+00 +1.282741820337686578e+00 +1.299214110731433447e+00 +1.338866008107049588e+00 +1.344990475655628348e+00 +1.174923071467635083e+00 +1.419915946857590594e+00 +1.326688217670230596e+00 +1.338047038871327254e+00 +1.727291612940617949e+00 +1.475398245465611380e+00 +1.619642232345557487e+00 +1.331088413528035641e+00 +1.135783161324815715e+00 +1.657330162742173707e+00 +1.301412915716269048e+00 +1.152548509464875970e+00 +1.578088262690156673e+00 +1.329986358399674273e+00 +1.288971384567990874e+00 +1.653305286653068418e+00 +1.227064909035286533e+00 +1.596371617963317835e+00 +1.354236610254649920e+00 +2.083326299503677426e+00 +1.407172249613651172e+00 +1.267108108763034924e+00 +1.404281716126099200e+00 +1.433990616350315328e+00 +1.449242372617520758e+00 +1.872304703700198525e+00 +1.781109259810818912e+00 +1.377126446035384255e+00 +1.243089503631415127e+00 +1.324780188611455412e+00 +1.375318922279597844e+00 +1.452385509254625173e+00 +1.420708922643597605e+00 +1.340209732797909448e+00 +1.994976201665749960e+00 +2.318254721602762469e+00 +1.448222067254490542e+00 +1.282407895830776079e+00 +1.414225251650748305e+00 +1.362405188697550784e+00 +1.472187154615718363e+00 +1.326316029348867387e+00 +1.461419968419463533e+00 +1.218177747734805250e+00 +1.287385219629680888e+00 +1.720207160719396500e+00 +1.283904745939371539e+00 +1.358707193318940298e+00 +1.418913250998030229e+00 +2.334805663636516648e+00 +1.677085195198790180e+00 +1.344229529106223398e+00 +1.148431770825523612e+00 +1.823667531058033697e+00 +1.516083423972307775e+00 +1.323857943293651473e+00 +1.506300829123603746e+00 +1.432495842059243740e+00 +1.491255658296839037e+00 +1.211695910578494351e+00 +1.712304634467662012e+00 +2.059693562023102942e+00 +1.403034189696907852e+00 +2.763126859317810435e+00 +1.604871269862870875e+00 +1.262865620349119311e+00 +1.292702316609544155e+00 +2.329748741239396903e+00 +1.718291201964088355e+00 +1.408092816384030055e+00 +1.829045585397208740e+00 +2.553561970156501992e+00 +1.378742421790307704e+00 +1.160968211509351367e+00 +1.572978066058452473e+00 +2.106251988659499474e+00 +1.329266133895950164e+00 +1.856431563138772889e+00 +1.210065126580311734e+00 +1.965105829189416342e+00 +1.306081643069608722e+00 +1.532751151595000305e+00 +1.676511604396035082e+00 +1.227188391975146509e+00 +1.240210328315862087e+00 +1.901717922590174803e+00 +1.617430412969252718e+00 +1.577564481544022623e+00 +1.516231108378278014e+00 +1.604848492947988703e+00 +1.754527555625677859e+00 +1.288943277303295831e+00 +1.415406637368884057e+00 +1.153239403228571769e+00 +1.775917947393896634e+00 +1.472442002109362491e+00 +1.176030925736611721e+00 +1.376035550610755998e+00 +1.549713604146661261e+00 +1.590661677182981570e+00 +1.527167081783284974e+00 +1.302045275820673309e+00 +1.835665049238820457e+00 +1.387555067524821606e+00 +1.554858598778608103e+00 +1.228089152833022890e+00 +1.425107702945245025e+00 +1.332999574028573608e+00 +1.253630160609052524e+00 +1.274867015130556336e+00 +1.592246239385462836e+00 +1.427706471505595820e+00 +1.514418747371961693e+00 +1.329926300302686215e+00 +1.574302708548710017e+00 +1.598691906505164351e+00 +1.489282159307574238e+00 +1.464317159463123907e+00 +1.261391006986790186e+00 +1.996616870283661527e+00 +1.485225737888418385e+00 +1.519788623658039128e+00 +1.347736782502634734e+00 +1.419797908543554588e+00 +1.293962214136604727e+00 +2.299726105064214821e+00 +1.752872487152442593e+00 +1.486693156446629249e+00 +1.143468342707935514e+00 +1.359922985219280900e+00 +1.351402572164890792e+00 +1.459413636885067200e+00 +1.272762315556616564e+00 +1.678355896769062827e+00 +1.590217416174900311e+00 +1.135783161324815715e+00 +1.247663109852103602e+00 +1.855201109456601438e+00 +1.350602945950053924e+00 +1.442038469668988521e+00 +1.969412266100460052e+00 +1.235196170129226445e+00 +1.397590686802407500e+00 +1.590661677182981570e+00 +1.132849471694070020e+00 +1.568685945774160651e+00 +1.605333638246301042e+00 +1.539885734024127428e+00 +1.308605450535772263e+00 +1.329100689860433171e+00 +1.240738051857043445e+00 +1.651965699264335896e+00 +2.120182327723123983e+00 +1.669844394783153163e+00 +1.770282399832768139e+00 +1.995189239593236463e+00 +1.063898738042013070e+00 +1.465388761652030025e+00 +1.466570293894085442e+00 +1.463913205483961200e+00 +1.461262953498507988e+00 +1.152931699724717651e+00 +2.015702899580846363e+00 +1.373600381215209776e+00 +1.343113201277484015e+00 +1.270430448872211127e+00 +1.448884939330377097e+00 +2.246773710144934100e+00 +1.615371345902805622e+00 +1.109347698995084341e+00 +1.568343364148232055e+00 +1.722015276296813280e+00 +1.624024176478497727e+00 +1.548808528000179097e+00 +1.430125936712326240e+00 +2.238672625556394458e+00 +1.578291874826772245e+00 +1.154782199035389256e+00 +1.561235038262383412e+00 +1.701944849780097968e+00 +1.822615023233543408e+00 +1.794204676144350419e+00 +1.558522206108101882e+00 +2.037526607160239145e+00 +1.243780184449191362e+00 +1.313830801282274585e+00 +1.323898310189921101e+00 +1.786132846763144544e+00 +1.519037889876290404e+00 +1.058209266180274666e+00 +1.006239598977042071e+00 +1.304264536801042151e+00 +1.450170971113829532e+00 +1.543353519124851081e+00 +1.510760701756978852e+00 +1.683399329840848058e+00 +1.284181838558567712e+00 +1.377433073358818705e+00 +4.073481461896758304e+00 +1.432455788144888276e+00 +1.448561430439285092e+00 +1.775170136749359973e+00 +1.522611211172613110e+00 +1.106684136608418800e+00 +1.525993596047467094e+00 +1.937643692125846639e+00 +1.444506788296939792e+00 +2.328063816913738648e+00 +1.285336297274101369e+00 +1.413687929626524786e+00 +1.414360024797142623e+00 +1.201543403621229578e+00 +1.842587813549205311e+00 +1.402489108996794354e+00 +1.681262804318211845e+00 +1.296886067455834457e+00 +1.699340494508422061e+00 +1.590661677182981570e+00 +1.361889960664950161e+00 +1.393885836135238643e+00 +3.371147861500705112e+00 +1.712021822234986779e+00 +1.278091223600360982e+00 +1.585175295745933521e+00 +1.410755903753435403e+00 +1.427220421217948010e+00 +1.351155845980677395e+00 +1.461776707481770021e+00 +1.259109876662338090e+00 +1.392845286542305772e+00 +2.039292202659034547e+00 +1.468152115210064945e+00 +1.032138740579739311e+00 +1.527888170201310514e+00 +1.359572850370343700e+00 +1.677760556726287211e+00 +1.329266133895950164e+00 +1.471219578334308498e+00 +1.609615521814917294e+00 +1.468942559146055427e+00 +1.516847994913356201e+00 +1.201269580841271667e+00 +2.255876092888171147e+00 +1.460288699027953552e+00 +1.263233059901098132e+00 +1.690906425804946878e+00 +1.451871524112716472e+00 +2.147779114949242008e+00 +1.093611408645313698e+00 +1.620189658244108877e+00 +1.601794742234339042e+00 +1.467884745259552481e+00 +1.373791308801656452e+00 +1.063898738042013070e+00 +1.784768656057867497e+00 +1.710887231722123536e+00 +1.397527919006206876e+00 +1.511119393416358481e+00 +1.584482651451812218e+00 +1.457450251918990469e+00 +1.503914070032813521e+00 +1.758530805991361579e+00 +1.498583750605511522e+00 +1.490048520321922920e+00 +1.622345653794699416e+00 +1.982148143352498781e+00 +1.391787821718883267e+00 +1.407856493154608923e+00 +1.753963268907562156e+00 +1.467884745259552481e+00 +2.235487378514938506e+00 +1.273624498516978010e+00 +1.326637044536012500e+00 +1.662095208187980067e+00 +1.292921463853039077e+00 +1.266120015710704649e+00 +1.363181598077894296e+00 +2.530392116101059408e+00 +2.067430104617780984e+00 +1.329787545095437062e+00 +2.375832541374672147e+00 +1.478524578520224564e+00 +9.923922498435493456e-01 +1.569640084464922758e+00 +1.351971028748045756e+00 +1.749019058488224809e+00 +2.055903503453539116e+00 +1.409984036876590352e+00 +1.465457853774435382e+00 +1.281585077260256389e+00 +1.396896683449511345e+00 +1.477129164748749002e+00 +1.849567119141607874e+00 +1.568974473519047397e+00 +1.764523399128071768e+00 +1.258194781361783976e+00 +1.563174186619563422e+00 +1.436043775421781854e+00 +1.590661677182981570e+00 +1.497895550534994458e+00 +1.268199895674141819e+00 +1.354264560785220173e+00 +1.596728424252908507e+00 +1.638007423113523098e+00 +1.575969422619070137e+00 +1.333687278291090683e+00 +1.225209636418478576e+00 +1.631151144518043106e+00 +1.365177299938095556e+00 +1.480879359210462098e+00 +1.524245710653921559e+00 +1.385853654696515225e+00 +1.501118390281600101e+00 +1.422646764366354510e+00 +1.415352112290732434e+00 +1.328754539534864332e+00 +1.202620042397326339e+00 +1.161115282808144356e+00 +1.565552550533910958e+00 +1.408057150516304201e+00 +1.365664418565886162e+00 +1.305549516621547612e+00 +1.283655075018403480e+00 +1.318496884144842340e+00 +1.800561702325390367e+00 +1.336662698073769695e+00 +2.130545530671226651e+00 +1.246709142759375943e+00 +1.326263923056657523e+00 +1.365128703417155309e+00 +1.082931165321991740e+00 +1.677270468328589281e+00 +1.390876589489700610e+00 +1.666953970774385230e+00 +1.397205888540299590e+00 +1.305309193693640291e+00 +1.315601175744778972e+00 +1.588950627449980946e+00 +1.411844367314041726e+00 +1.363262615961332580e+00 +1.574739622151104079e+00 +1.121881686146455781e+00 +1.254670986914394382e+00 +1.574455261060780931e+00 +1.324264304975060424e+00 +1.753963268907562156e+00 +1.159594110454271076e+00 +1.291594003503024446e+00 +1.576431920784635343e+00 +1.291458530521012227e+00 +1.321027842188915224e+00 +1.452213092277628403e+00 +1.590661677182981570e+00 +1.345078241913660877e+00 +1.966830500648441005e+00 +1.249824735261654496e+00 +1.432242003469648806e+00 +1.152536628887723236e+00 +1.419806210939281943e+00 +1.570586054708220214e+00 +1.517937647553842639e+00 +1.326033523027024152e+00 +1.577879203933178820e+00 +1.526165947356140196e+00 +1.321612069664330980e+00 +1.677555009395233832e+00 +1.642301209515700355e+00 +1.465457853774435382e+00 +1.474626721230989368e+00 +1.512176564044346749e+00 +1.135783161324815715e+00 +1.332218976241809738e+00 +1.267222153687036501e+00 +1.205647367710082962e+00 +1.312085904234851608e+00 +1.730495002073028088e+00 +1.345539428255307479e+00 +1.282408449648294146e+00 +1.515748511253530495e+00 +1.420173517554294218e+00 +1.590661677182981570e+00 +1.756285111581528113e+00 +1.302174143968618525e+00 +1.372282474946010522e+00 +1.366848121926761195e+00 +1.511403805526734923e+00 +1.471667990540525217e+00 +1.646496976329469009e+00 +1.825545729556129260e+00 +1.773689535935849992e+00 +1.481102438381047381e+00 +1.982864354022848330e+00 +1.332872004428859780e+00 +1.476145517548714370e+00 +1.856713059728883453e+00 +1.820984369285323812e+00 +1.354515840681937311e+00 +1.678803349083701990e+00 +1.368498515749518418e+00 +1.427301929194100261e+00 +1.638007423113523098e+00 +2.255876092888171147e+00 +1.049631469444047394e+00 +1.626385566302133379e+00 +1.793947592591567775e+00 +1.329524878050249548e+00 +1.449279537300617759e+00 +1.366372098499531340e+00 +1.363602390460803893e+00 +1.181397603025733600e+00 +1.647669451209677893e+00 +1.770432329049506759e+00 +1.525418790048009843e+00 +1.695542410661467825e+00 +1.456718004052661053e+00 +1.095117918148644343e+00 +1.323293449537553679e+00 +1.837418685154848408e+00 +1.389845433679743891e+00 +1.423673511857252105e+00 +1.493292456965230164e+00 +1.426471031525280209e+00 +1.363028029318466006e+00 +1.119802729437195277e+00 +1.274945989383796219e+00 +2.150868632902847466e+00 +1.564163438832091968e+00 +1.343863720781854010e+00 +1.409532965609714639e+00 +1.340469927050384813e+00 +1.592565581816358211e+00 +1.593006981645634701e+00 +1.435957302063777918e+00 +1.367833910382375784e+00 +1.188433983546056449e+00 +1.305945106737521400e+00 +1.970119140606152452e+00 +1.551885826915682109e+00 +1.239877530486920287e+00 +1.144959409701230113e+00 +2.848992563219225449e+00 +1.393363767159924382e+00 +2.206041813054210543e+00 +1.536250178335750283e+00 +1.224322523783027750e+00 +1.276757353845588305e+00 +1.389398456404289828e+00 +1.621500494446675544e+00 +1.393977745512998689e+00 +1.550347020688520150e+00 +1.304928302316986199e+00 +1.364834193883764257e+00 +1.225630451366973794e+00 +1.300833307220479851e+00 +1.797197422039772396e+00 +1.381226887358225408e+00 +1.356530289788903776e+00 +1.236774063455767569e+00 +1.036045776528248030e+00 +2.208785295568137741e+00 +1.435324348243721237e+00 +1.509008888367606049e+00 +1.388253083004637567e+00 +1.460146206056005092e+00 +1.669938017837654165e+00 +1.590661677182981570e+00 +1.238764056597543073e+00 +1.209521596646045083e+00 +1.465386724067929691e+00 +2.152976360984443005e+00 +1.135783161324815715e+00 +1.393172686246945347e+00 +1.140850739954473836e+00 +1.495942484799739347e+00 +1.270678886524310380e+00 +1.255412132797880886e+00 +1.233890146446241953e+00 +1.378949555846419317e+00 +1.361198917636510908e+00 +1.218862190886242924e+00 +1.297238022950570890e+00 +1.202859454446141285e+00 +1.464481294681302614e+00 +1.444429395894634816e+00 +1.340838619929046294e+00 +1.988104241636901026e+00 +1.314495546569520723e+00 +1.565211616313732623e+00 +1.424291480474487503e+00 +1.332402189441727725e+00 +1.485312073952033129e+00 +1.482399862482407737e+00 +1.643317673066244211e+00 +1.386598480217128060e+00 +1.463913205483961200e+00 +1.320709845036336372e+00 +1.537128735650283184e+00 +1.655670392318470130e+00 +1.476674454668885916e+00 +1.557610719285875023e+00 +1.308095916948906368e+00 +1.696125995622544069e+00 +1.463026466219763622e+00 +1.362210560150107330e+00 +1.196823043975883571e+00 +1.389860574831196294e+00 +1.239932421532620621e+00 +1.333203936031859937e+00 +1.785513491022884258e+00 +2.066662360474076809e+00 +1.074961725894472364e+00 +1.200993685717745230e+00 +1.150112887646423054e+00 +1.226496782974946242e+00 +1.333094819785219043e+00 +1.240698905162880727e+00 +1.104640406146042864e+00 +1.820353889494650490e+00 +1.443881495495636713e+00 +1.312780929791345308e+00 +1.378406485881302768e+00 +1.625437064409184007e+00 +1.471192788319730660e+00 +1.880068614188012077e+00 +1.553428627028479614e+00 +1.716416339722294682e+00 +1.300833307220479851e+00 +1.150112887646423054e+00 +1.324823424798518445e+00 +1.256342462384568259e+00 +1.452385509254625173e+00 +1.926915229779454286e+00 +1.884124588089906016e+00 +1.491255658296839037e+00 +1.410335728297878788e+00 +1.295135397546340217e+00 +1.401406230353298143e+00 +1.877770852938160484e+00 +1.992805799901065988e+00 +1.415484127331255282e+00 +1.557610719285875023e+00 +2.071080840371860354e+00 +1.334920818133919829e+00 +9.943769856071196234e-01 +1.312447401134373415e+00 +1.271973538682729554e+00 +1.503721538919855494e+00 +1.463087118340566928e+00 +1.481089531014683214e+00 +1.353547584646199953e+00 +1.427337329609026817e+00 +2.125736913615478230e+00 +1.256080291106617786e+00 +1.658833784293140212e+00 +1.375391053070632807e+00 +1.249837850117471616e+00 +1.812808798533714238e+00 +1.311630605737158284e+00 +2.377262736841992741e+00 +1.401336240116056731e+00 +1.493487368411657190e+00 +1.338532581225534868e+00 +1.509776580913273492e+00 +1.428406272305724922e+00 +2.823946574480508787e+00 +1.579272536348996114e+00 +1.315516436102505127e+00 +1.459144921133868955e+00 +1.313299384339301268e+00 +1.632276612480778155e+00 +1.676125733047653554e+00 +2.071932054238452281e+00 +1.599052961692516206e+00 +1.397060374814784511e+00 +1.317473675134208877e+00 +1.198066042523694419e+00 +1.735682261701413820e+00 +1.753963268907562156e+00 +1.637262826355573075e+00 +1.371684610268067317e+00 +3.371147861500705112e+00 +1.290805355004370769e+00 +1.243780184449191362e+00 +1.834813155318160360e+00 +1.368601202483498591e+00 +1.455426540900765398e+00 +1.449770003514557537e+00 +1.192504476254742318e+00 +1.527378753441312575e+00 +1.748882424301565486e+00 +1.362728446788572523e+00 +1.766317298797017044e+00 +1.197037277764512186e+00 +1.309278619731640170e+00 +1.261391006986790186e+00 +1.308287724536187024e+00 +1.371662772214500947e+00 +1.864894641265041786e+00 +1.416380073131395578e+00 +1.344645332183572073e+00 +1.320830300796711709e+00 +1.403537225100434771e+00 +1.271432791937753048e+00 +1.466790780137511740e+00 +1.295052079263658840e+00 +1.495447154509435217e+00 +1.338488960948177153e+00 +1.833498256452422703e+00 +1.469282782004329491e+00 +1.688211221688684871e+00 +1.397502944906363842e+00 +1.395129907874979258e+00 +1.170198121704141059e+00 +1.297855798173418229e+00 +1.790459198681977782e+00 +1.613564056702932348e+00 +1.655920802251903634e+00 +1.333398191801103527e+00 +1.998862099455347652e+00 +1.486206629484239095e+00 +1.481778031119965089e+00 +1.374363958245488959e+00 +1.401336285455474062e+00 +1.379855359576536156e+00 +1.360222251072209509e+00 +1.334599447613864953e+00 +1.430357285203298634e+00 +1.801408910574336941e+00 +1.201696139423951593e+00 +1.448059945763800149e+00 +2.206715620488966412e+00 +1.382845486934454193e+00 +1.338665253497182572e+00 +1.364015696872824979e+00 +1.559473174541654128e+00 +1.333118896294978262e+00 +1.469475984797125490e+00 +1.478178759774051887e+00 +1.817509557281983712e+00 +1.425667881110441293e+00 +1.287461097698503032e+00 +1.336611362028384820e+00 +9.037695523899418326e-01 +1.517935184561590489e+00 +3.171882220165144872e+00 +1.976834051865443476e+00 +1.286098924940933363e+00 +1.480560530151718623e+00 +1.737740189815097258e+00 +1.359543485889069370e+00 +1.357496951170022337e+00 +1.562588790324641597e+00 +1.448244892263643058e+00 +1.331937554444651672e+00 +1.325660455568585361e+00 +1.399308837378384851e+00 +1.664815163155510147e+00 +1.528630716805924328e+00 +2.266112928207368427e+00 +1.238475139116300694e+00 +1.183356224519609423e+00 +1.822241623927392418e+00 +1.426223839574517704e+00 +1.522308561185094611e+00 +1.867844705931217320e+00 +1.265349259410945448e+00 +1.506200639576758871e+00 +1.385102064264395638e+00 +1.019052347802445357e+00 +1.382681667815881754e+00 +1.199255555655542871e+00 +1.082064879609780705e+00 +1.454704697220531973e+00 +1.285336297274101369e+00 +1.283251937305009971e+00 +1.263568433307552086e+00 +1.515918656209745974e+00 +1.932985485737760412e+00 +1.386892811467387299e+00 +2.255876092888171147e+00 +1.376780868183641315e+00 +1.151372624708707937e+00 +1.758169803651967733e+00 +1.246651983285893106e+00 +1.915475136709416715e+00 +1.374716293493214891e+00 +1.265731592833734931e+00 +1.590661677182981570e+00 +1.394518553139503680e+00 +1.470086876521388142e+00 +1.554806531489146826e+00 +1.530988020577045194e+00 +2.092905210609016464e+00 +1.590661677182981570e+00 +1.139962040511810715e+00 +1.695542410661467825e+00 +1.591343185676703076e+00 +1.374186463952425497e+00 +1.460941581540114997e+00 +1.285336297274101369e+00 +1.411323854249497689e+00 +1.508388289465314669e+00 +1.256782446895174488e+00 +1.409984036876590352e+00 +1.256792991427116313e+00 +1.635766523935141104e+00 +1.293344900742228409e+00 +1.258755619900545408e+00 +1.327074802045257851e+00 +1.241866362528574630e+00 +1.344201018757967159e+00 +2.051886714780480236e+00 +2.785686133361148453e+00 +1.457141166164813262e+00 +1.591413208917237920e+00 +1.457989036184774934e+00 +1.730478928989195531e+00 +1.461472471754277080e+00 +1.605521080376617782e+00 +1.322519822259990319e+00 +1.252343102196500579e+00 +1.997414577210962383e+00 +1.696720844045435328e+00 +1.388393755328044543e+00 +1.982410263829726960e+00 +1.640088106342130869e+00 +1.241873887989787040e+00 +9.160370842027170113e-01 +5.339961918677902375e-01 +1.360196348651483422e+00 +1.308292235962903005e+00 +2.986789432938920186e+00 +1.371823760587258079e+00 +1.467503520649798388e+00 +1.235190022188071834e+00 +1.297326143464062387e+00 +1.204030575714280182e+00 +1.404535409719605665e+00 +1.913134686940837881e+00 +1.175293117637906226e+00 +1.405402265210050405e+00 +1.586675021913255934e+00 +1.271390240182591169e+00 +1.348264957330313596e+00 +1.611800028860562506e+00 +1.270518617502941039e+00 +1.425799569547428147e+00 +4.051223935459082881e+00 +1.370437923827709570e+00 +1.440247122750560660e+00 +1.346793823237339316e+00 +1.721523333361912211e+00 +1.074257259728981673e+00 +1.096574380007599103e+00 +1.203420307481415819e+00 +1.316941089709263935e+00 +1.414360024797142623e+00 +1.463913205483961200e+00 +2.163754799430042119e+00 +1.318312552290561879e+00 +1.729426116158042426e+00 +1.539042136472698941e+00 +1.340293602280609786e+00 +1.553955418864886528e+00 +1.228264242124495365e+00 +1.840735479303668543e+00 +1.345090857801845674e+00 +1.464720889490133793e+00 +1.225209636418478576e+00 +1.329000746114206155e+00 +1.663763836595937740e+00 +1.500214977252429582e+00 +1.298624229983911249e+00 +1.502922315458454783e+00 +1.531484425123990301e+00 +1.392801001357005797e+00 +1.541788416556207242e+00 +1.161472307770221590e+00 +1.652501161196114898e+00 +1.278167924001149203e+00 +1.540099960317496075e+00 +1.371587332380181046e+00 +1.582781904190053046e+00 +1.469010315936249533e+00 +1.653479637097607258e+00 +1.849750387615520353e+00 +1.297263999700335679e+00 +1.463777393156648232e+00 +1.444175288734655282e+00 +1.432687398340215079e+00 +2.949297207943297305e+00 +2.137992942176928146e+00 +1.229047506165988901e+00 +1.298421171964146303e+00 +2.394976765745571168e+00 +1.574973864021004921e+00 +2.218904618358059189e+00 +1.636361600454633525e+00 +1.370204096276222527e+00 +1.289433936633090694e+00 +1.429339627065635554e+00 +1.445354632106035098e+00 +2.236545740951303429e+00 +1.556835060778716695e+00 +1.335344567511032920e+00 +1.308228718586117445e+00 +1.407567881723049918e+00 +1.452385509254625173e+00 +2.026209841766112962e+00 +1.281585077260256389e+00 +2.653811194538326035e+00 +1.253530246203766962e+00 +1.349913685957141896e+00 +1.584466905799541081e+00 +1.357264857247262313e+00 +1.428319077130570935e+00 +1.213508046703268173e+00 +1.428806161365377525e+00 +1.636317215581090556e+00 +1.512284047405107579e+00 +1.478178759774051887e+00 +1.808182969000489804e+00 +1.521675265459830007e+00 +1.346219751122040398e+00 +1.358474021722843261e+00 +1.390859779095567017e+00 +1.074961725894472364e+00 +1.440926927713302552e+00 +1.397060374814784511e+00 +1.294558877395296514e+00 +1.384895940838360318e+00 +1.874140293979162486e+00 +1.351373146437995887e+00 +1.560898620409492121e+00 +2.962082293691867818e+00 +1.262772606991664492e+00 +1.368546790696310689e+00 +1.308912031983046287e+00 +1.408092816384030055e+00 +1.706220457304483684e+00 +1.963454039297627629e+00 +1.210214169737984236e+00 +1.186762909197621285e+00 +1.885581188281999276e+00 +1.566903837772007480e+00 +1.380123765927045776e+00 +1.371823760587258079e+00 +1.628171332486110234e+00 +1.502724335372375597e+00 +1.326007793771279308e+00 +1.519282550778573215e+00 +1.557274973237453120e+00 +9.063469678533085938e-01 +1.565733536030254003e+00 +1.357936085715034435e+00 +1.282770090781758965e+00 +1.529275395619316802e+00 +1.352186328661493464e+00 +9.071973308951561954e-01 +1.468121661719783422e+00 +1.419882670542470748e+00 +1.646172291887340711e+00 +1.489688264115193173e+00 +1.650592538323144787e+00 +2.008578684246311585e+00 +1.433252694167043595e+00 +1.467884745259552481e+00 +1.423462551653694286e+00 +1.517622680106899935e+00 +1.434820959775408467e+00 +1.397951828002656383e+00 +1.528668881346142427e+00 +1.510628321203235647e+00 +1.400159673569091545e+00 +1.332021287961530298e+00 +1.634931549884407698e+00 +1.335741749935098310e+00 +1.410755903753435403e+00 +1.190918524374184218e+00 +1.395221445855072462e+00 +1.132291479502179898e+00 +1.619682778722391303e+00 +1.400218705285796394e+00 +1.468137266495402216e+00 +1.305826034409121927e+00 +1.596962558637077034e+00 +2.488577660539627701e+00 +1.114338825161464097e+00 +1.353924840207848312e+00 +1.650452467841178494e+00 +1.173607900010174898e+00 +1.205065121877389345e+00 +2.076564494686827800e+00 +1.145768300977164644e+00 +1.400592205168125659e+00 +1.556905981358517765e+00 +1.273290287199361215e+00 +1.561139817750134107e+00 +1.611462413772362989e+00 +1.088896971620646026e+00 +1.414232271573342636e+00 +1.516618705633117292e+00 +1.085521193251406169e+00 +1.288982211082421614e+00 +1.327719944095950844e+00 +1.624625944522698484e+00 +1.770983732944517275e+00 +1.489934031158453687e+00 +1.476795154861657577e+00 +1.304153641086523319e+00 +1.345326557330831951e+00 +1.169917827107951780e+00 +1.531504883957952812e+00 +1.478178759774051887e+00 +1.160021793777326948e+00 +1.705040529922067005e+00 +1.307091354555000473e+00 +1.627660563231340118e+00 +1.746989780610681331e+00 +1.900218900401628108e+00 +1.580170483798115866e+00 +1.542306082484970586e+00 +1.545829189756277255e+00 +2.259936040376833155e+00 +1.390285759246741915e+00 +1.549224710758607459e+00 +1.069490724384826175e+00 +1.579330927790269401e+00 +3.459739250024848722e+00 +4.073481461896758304e+00 +1.604117278621067566e+00 +1.337017287915934993e+00 +1.746973927253902881e+00 +1.085521193251406169e+00 +1.206503612075153997e+00 +1.461119456679338846e+00 +1.623350173648121508e+00 +1.863161662208419944e+00 +1.102912894781872488e+00 +1.541738360293777088e+00 +1.410646718972342395e+00 +1.408272632855339435e+00 +1.425956098081251566e+00 +1.590661677182981570e+00 +1.390012839382895660e+00 +1.590661677182981570e+00 +1.316666139325447071e+00 +1.109418895610033040e+00 +1.337779857131971673e+00 +1.632329223436257859e+00 +1.751793860958948068e+00 +1.122758317096879122e+00 +1.410875246832614893e+00 +1.639103364096097026e+00 +1.542387979464667769e+00 +1.335001620484358664e+00 +1.289695019769249162e+00 +1.223770441925015495e+00 +1.367458063485739839e+00 +1.526814904342814971e+00 +1.240348207033408867e+00 +1.318488303416438079e+00 +3.226287603371218893e+00 +1.355996352642098390e+00 +1.308228718586117445e+00 +1.854767266315759056e+00 +1.480734686765648345e+00 +1.226651814497897286e+00 +1.631408569665083297e+00 +1.443050308385508851e+00 +1.591377721138664825e+00 +1.503003123164405430e+00 +1.273767741209686610e+00 +1.568685945774160651e+00 +1.204609311177460729e+00 +1.333092964610904430e+00 +1.441381108418907875e+00 +1.510267240242223696e+00 +1.240494320449394339e+00 +1.994251438010771871e+00 +1.371117720015916586e+00 +1.510464808086393829e+00 +1.495261085679485458e+00 +1.700694503029486437e+00 +1.730814430857962494e+00 +1.167843850182727294e+00 +1.751419620129912591e+00 +1.313495533983521035e+00 +1.741841472559648718e+00 +1.590661677182981570e+00 +1.265562058741695362e+00 +1.168472317976351205e+00 +1.542088349794982660e+00 +3.124766175018090397e+00 +1.394215570284002892e+00 +1.014421734992249746e+00 +1.216086059505736117e+00 +1.440247026789460261e+00 +1.308418222267833997e+00 +1.565182194304413299e+00 +3.135186344529579561e+00 +1.150112887646423054e+00 +1.384485263807813116e+00 +1.402148985723745467e+00 +1.449458549376390071e+00 +1.364133460877511084e+00 +2.205655663319951110e+00 +1.630200171536298592e+00 +1.362413171972267634e+00 +2.048042639593248282e+00 +1.266572925771932034e+00 +1.620429203664324858e+00 +1.514966795728132531e+00 +1.262538137647249536e+00 +1.698806934234706745e+00 +1.524746052514244443e+00 +1.453480860549258846e+00 +1.134329388706911246e+00 +1.591955576897685631e+00 +1.327348921327327291e+00 +1.415030499958257693e+00 +1.521226693708872757e+00 +1.413299714601820689e+00 +1.526412898746776658e+00 +1.325174909530877798e+00 +1.581959673217844697e+00 +2.064940715674384197e+00 +1.332419247389522665e+00 +1.418821874921342596e+00 +1.862198832232640378e+00 +1.568552062609398279e+00 +1.360419817023170719e+00 +1.476506067519882004e+00 +1.398867512639375033e+00 +1.174532019144640227e+00 +2.223464289799095273e+00 +1.425579640132601522e+00 +1.384205676606550250e+00 +1.329199714272381705e+00 +1.327195244947864783e+00 +1.265559568588342954e+00 +1.545432902880583992e+00 +1.276173675017715059e+00 +1.099354064089177907e+00 +1.533185233092039024e+00 +2.577235389306974600e+00 +1.547170759331397916e+00 +1.405167765581423200e+00 +2.083326299503677426e+00 +1.220552122512443383e+00 +1.778036231157326119e+00 +1.296387756038365202e+00 +1.404668187083375708e+00 +1.338532581225534868e+00 +1.001643108588910813e+00 +1.258670923029791888e+00 +1.911639376908490062e+00 +1.501313154874828415e+00 +1.643317673066244211e+00 +1.689134003408956142e+00 +1.511057325631814940e+00 +1.556553077772250937e+00 +1.320425604033862221e+00 +1.559000554938134719e+00 +1.534339924015211354e+00 +1.463913205483961200e+00 +1.233717685147888599e+00 +1.396466369753364578e+00 +1.339953290857326174e+00 +1.516150984869017559e+00 +1.407504107419702111e+00 +1.415934083409713162e+00 +1.378742421790307704e+00 +1.363861035798194177e+00 +1.637481692871100458e+00 +1.432474798029700347e+00 +1.285918589474877693e+00 +1.193539947562994419e+00 +1.452385509254625173e+00 +1.517192004275377260e+00 +2.063938441510020816e+00 +1.240547249732698143e+00 +2.167423407985690442e+00 +1.251217361034275610e+00 +1.240820904952626424e+00 +1.549377546088461566e+00 +1.780112734767341109e+00 +1.816384950396846110e+00 +1.382850990266185187e+00 +1.823138149848215761e+00 +1.521599377214192028e+00 +1.441539539868541997e+00 +2.921639555983221115e+00 +1.311662112978587036e+00 +1.411900939251842013e+00 +1.763054522634434296e+00 +1.329986358399674273e+00 +1.152536628887723236e+00 +1.329044801378755025e+00 +1.576194147304100568e+00 +1.494831001617015431e+00 +1.689578922755922807e+00 +1.533771307535070072e+00 +1.318481273788720820e+00 +1.497674904095035453e+00 +1.280282720051202361e+00 +2.977648798221018467e+00 +1.590661677182981570e+00 +1.272733135708599361e+00 +1.568552062609398279e+00 +1.490048520321922920e+00 +8.493305688796091157e-01 +1.348811506211618161e+00 +1.493270386131505312e+00 +1.622592232251283795e+00 +2.066783408608050543e+00 +1.328010788939809173e+00 +1.346793823237339316e+00 +1.571147058448506550e+00 +1.416031131582208502e+00 +1.619558912566429587e+00 +1.388253083004637567e+00 +1.458645498410172880e+00 +1.388382344779830913e+00 +1.239470604107505869e+00 +1.333148245144645472e+00 +1.867183254246657320e+00 +1.804624316653081983e+00 +1.329266133895950164e+00 +1.548011160817039267e+00 +1.336611362028384820e+00 +1.408603165103993859e+00 +1.464559838347197829e+00 +1.561436343957106843e+00 +1.984281264603576123e+00 +2.061049607184201715e+00 +1.322587228799334547e+00 +1.197250092681397371e+00 +1.862639065387629023e+00 +1.565246882077724111e+00 +1.767016110267672024e+00 +1.306210082489430935e+00 +1.726264363151498227e+00 +1.549214669384353593e+00 +1.570800981612942238e+00 +1.570586054708220214e+00 +1.395089362023805180e+00 +1.049645897175324860e+00 +1.408216306519254779e+00 +1.763972494180227502e+00 +1.210040288100324934e+00 +1.386875308802855589e+00 +2.181327132944798297e+00 +1.340894885030857742e+00 +1.481572650777421174e+00 +1.325286098050100003e+00 +1.252454176239744754e+00 +1.423662446493218603e+00 +1.721095603077595459e+00 +1.479286070913957252e+00 +1.590661677182981570e+00 +1.423716432722688774e+00 +2.515290870771524911e+00 +1.106186515612804566e+00 +1.373881316302955291e+00 +1.138758559483698196e+00 +1.086086110958075279e+00 +1.388661655180881471e+00 +2.991753410423436677e+00 +1.580982932707871935e+00 +1.299336148700353188e+00 +1.470760893590817409e+00 +1.369919852327934340e+00 +1.401965323001175934e+00 +1.358698300370423606e+00 +1.422646764366354510e+00 +1.515929916091772078e+00 +1.309142254295869279e+00 +1.993471222302793056e+00 +1.375904670909328331e+00 +1.283363279999548912e+00 +1.241467778832468394e+00 +1.238764056597543073e+00 +1.644677521441851420e+00 +1.336234327051996518e+00 +1.389428583563967701e+00 +2.080801219952631342e+00 +1.182658250082894602e+00 +1.410159870520296455e+00 +1.381033129169786378e+00 +1.527106784112590265e+00 +1.519908771076396992e+00 +1.231007272383193740e+00 +1.435644646551797798e+00 +1.294916847943073712e+00 +1.464289463553905879e+00 +1.078853311746444943e+00 +1.473985631858319323e+00 +1.398267597967130849e+00 +1.863604140906350848e+00 +2.223031404006409417e+00 +1.323722642100733093e+00 +1.774252504271964348e+00 +1.131539569871794049e+00 +2.242857746704876920e+00 +1.779874542682398308e+00 +1.210555004439452187e+00 +1.648119723809141401e+00 +1.281989595951945615e+00 +1.940285519098414957e+00 +1.494281422614297750e+00 +1.346016535741455078e+00 +1.295906052920308360e+00 +1.094996318769314358e+00 +1.392131545009150706e+00 +1.467884745259552481e+00 +1.150112887646423054e+00 +1.378742421790307704e+00 +1.267928637132166525e+00 +1.294262958070766523e+00 +1.659001955859576549e+00 +1.384206391511582090e+00 +1.827700772357029324e+00 +1.039634807038954278e+00 +1.433369114384400955e+00 +1.329266133895950164e+00 +1.691275335643259936e+00 +1.396652979567027719e+00 +1.313695333610044758e+00 +2.627471348075061108e+00 +1.067341274201320633e+00 +1.040172752685912361e+00 +1.421815892953468108e+00 +1.520972319248723448e+00 +1.286388730836893091e+00 +1.659787437172513203e+00 +1.643440816049455355e+00 +1.678595670037473342e+00 +1.481442087299865928e+00 +1.499373102791852208e+00 +1.390859779095567017e+00 +1.598545830054618033e+00 +1.355236849794528853e+00 +1.447575073888717645e+00 +1.564544563896259621e+00 +1.342407822618828517e+00 +1.272240564834118182e+00 +1.729859004535982292e+00 +1.696743008854471935e+00 +1.503811366866562471e+00 +1.680520712285846541e+00 +1.454017201998214714e+00 +3.302309371903980217e+00 +1.422646764366354510e+00 +1.890210378581157480e+00 +2.738310662244947125e+00 +1.678765370667972823e+00 +1.477450805836908021e+00 +1.481874643105007605e+00 +1.350053859200537776e+00 +1.426071178160643660e+00 +1.420590532441692089e+00 +1.684931415789540754e+00 +1.380097404578439768e+00 +1.481778031119965089e+00 +1.481874643105007605e+00 +1.031901627516725650e+00 +1.664776189385188232e+00 +1.298379419125734735e+00 +1.048918823506642450e+00 +1.450886398375457409e+00 +1.248687542286575081e+00 +1.914486316021872581e+00 +1.443050308385508851e+00 +1.417259578578952572e+00 +1.545268307130233776e+00 +1.297289433591209518e+00 +1.473176033537403340e+00 +1.370237052428628699e+00 +1.161925239053390957e+00 +1.403420427602680043e+00 +1.304738773747667668e+00 +1.522692861162610711e+00 +1.634412338551459065e+00 +1.540998427241809354e+00 +1.741432023443132415e+00 +1.380869066986305960e+00 +1.146771526581612521e+00 +1.262006331418977778e+00 +1.188583008311639766e+00 +1.833364074035980895e+00 +1.646172291887340711e+00 +1.513278837115876962e+00 +1.408758735539296536e+00 +2.070676242405128598e+00 +1.424712671557615939e+00 +1.477048190689726814e+00 +1.586821399604072980e+00 +1.392221229005318195e+00 +1.077632510709100933e+00 +1.836478810309586818e+00 +1.597214096373864134e+00 +1.503248708117650656e+00 +1.470748538850453757e+00 +1.469711140912682401e+00 +1.314853321099835881e+00 +1.324275018488925149e+00 +1.162004324775798736e+00 +1.476997084975508967e+00 +1.586204829481247636e+00 +1.742789942659437541e+00 +2.084058432235706970e+00 +1.348876905446916741e+00 +1.398605737147591732e+00 +1.693420596447231530e+00 +1.380827051843350972e+00 +1.455178815862472996e+00 +1.484222797610469824e+00 +1.540872470156456009e+00 +1.460674704962116044e+00 +1.271511751577508953e+00 +1.296969441721686156e+00 +1.978521183590304711e+00 +1.472386734854364665e+00 +1.942758402989408051e+00 +1.338168166178422602e+00 +1.222900376675868594e+00 +1.541788416556207242e+00 +1.358025771085879407e+00 +3.171882220165144872e+00 +1.285464847459368176e+00 +1.967180427128927711e+00 +1.263934583931026756e+00 +1.497842866702189468e+00 +1.814070586369097349e+00 +1.418143722683463892e+00 +1.590661677182981570e+00 +1.289583952805333444e+00 +1.263233059901098132e+00 +1.184281588010391184e+00 +1.356122142227846661e+00 +1.364123768883554799e+00 +1.264766256557862789e+00 +1.278167924001149203e+00 +1.513705956100484862e+00 +1.261996615292942270e+00 +1.267963055777528103e+00 +1.176403742712291756e+00 +1.380203026755920881e+00 +1.230841853660936680e+00 +1.452159118027912532e+00 +1.607856454224900311e+00 +1.530478498396713460e+00 +1.465966762938585966e+00 +1.810343558871221337e+00 +1.244643371452730518e+00 +1.495921523279242660e+00 +1.284196028381684451e+00 +1.424878129220216394e+00 +1.329266133895950164e+00 +1.258942236053402386e+00 +1.628098850930235875e+00 +1.289583952805333444e+00 +2.378277446541599449e+00 +1.473371061128470494e+00 +1.479250134097565006e+00 +1.346297275558552275e+00 +1.235407380138634048e+00 +1.392506910387810937e+00 +2.991753410423436677e+00 +1.192147717500666282e+00 +1.753963268907562156e+00 +1.370663837370487581e+00 +1.127697406343598052e+00 +1.225209636418478576e+00 +1.689908378776681763e+00 +1.353098808563398370e+00 +1.414834726754576888e+00 +1.299091089206118044e+00 +1.490584878192502627e+00 +1.473617629857742584e+00 +1.532390507867569474e+00 +1.269852443808339171e+00 +1.339413234485128168e+00 +1.656238232659854592e+00 +1.285863140532059967e+00 +1.414087171608045868e+00 +1.236578404538572817e+00 +1.404453197940174203e+00 +1.696556418742986239e+00 +1.365030320336117819e+00 +1.294916847943073712e+00 +1.388063592043152106e+00 +1.393653297492042142e+00 +3.628042652600351747e+00 +1.378689067442099958e+00 +1.285985404193183301e+00 +1.510247364065401721e+00 +1.329266133895950164e+00 +1.531515104337615174e+00 +1.518941194308640830e+00 +1.724887116679307386e+00 +1.584450980559483302e+00 +1.305059969545071752e+00 +1.782082361962276096e+00 +1.516966440120470994e+00 +1.370545862499771061e+00 +1.150112887646423054e+00 +1.722365180647306371e+00 +1.213557046548157103e+00 +1.851102505650336294e+00 +1.523355430795261700e+00 +2.104761748308332070e+00 +1.757279085032417809e+00 +1.356909233772635837e+00 +2.071311386788386777e+00 +1.400974520040545013e+00 +1.122728008761230578e+00 +1.498059018628192796e+00 +1.680831593105816868e+00 +2.157219555068043082e+00 +1.536194191919338925e+00 +1.454298109037393427e+00 +1.361725483154441418e+00 +1.575218904933783470e+00 +1.389637806537033837e+00 +1.349562083583586647e+00 +1.512931881745082530e+00 +1.257386057876944019e+00 +1.671748915398576507e+00 +1.222610798682907118e+00 +1.663863808629116647e+00 +2.127273615323535427e+00 +1.542320783689129504e+00 +1.771225357387384625e+00 +1.463913205483961200e+00 +1.467059428388955977e+00 +1.292299123852458820e+00 +1.459807966688081216e+00 +1.532508807659290095e+00 +1.203819518382187148e+00 +1.438001662809944348e+00 +1.173819202187945887e+00 +1.658339281527835718e+00 +1.418766471618257530e+00 +1.299067881113588729e+00 +1.382847532605576912e+00 +1.222273935394440736e+00 +1.247228194850705796e+00 +1.435511343502417159e+00 +1.565752442938582512e+00 +1.733434495062096348e+00 +1.422481299730341542e+00 +2.662950219092057313e+00 +2.042557304210276037e+00 +1.735844892355098201e+00 +1.343919835596525392e+00 +1.634034715843046603e+00 +1.371309659013170590e+00 +1.193807736057945768e+00 +1.479250392117684942e+00 +1.427373336429675899e+00 +1.873363388825024511e+00 +1.437384024617028855e+00 +1.059540195994744582e+00 +2.817942413884339192e+00 +1.405574230109594147e+00 +1.172754084593067958e+00 +1.340433109631173236e+00 +1.146632271491821564e+00 +1.576431920784635343e+00 +1.303116262556901939e+00 +1.063898738042013070e+00 +1.271937472267955949e+00 +1.283158871510329035e+00 +1.782662640531221587e+00 +1.213219335483066263e+00 +1.453468482728034417e+00 +1.361093927579114737e+00 +1.561940619888102288e+00 +1.226642435985095370e+00 +1.353561918461209546e+00 +1.329266133895950164e+00 +1.763462439402639692e+00 +1.409708410803939937e+00 +1.618055985536251962e+00 +3.600755682291604476e+00 +1.350541813323809626e+00 +1.200166398406420365e+00 +1.406572095981013293e+00 +4.016115457983501891e+00 +1.796601132381357990e+00 +1.549808867212223440e+00 +1.575969422619070137e+00 +1.400693918250753178e+00 +1.470919366268206741e+00 +1.387452200401723124e+00 +1.836189897271973681e+00 +1.647545956437166170e+00 +1.210482102197134369e+00 +1.980547960254298134e+00 +1.253492888150726348e+00 +1.299840431576961386e+00 +1.809037300976810148e+00 +1.467579809174487826e+00 +1.909553092227640914e+00 +1.600974963618151614e+00 +1.643317673066244211e+00 +1.565543180862256412e+00 +1.557744014301503555e+00 +1.458067968657769997e+00 +1.228957240939170914e+00 +2.113206933705212620e+00 +1.467732723637255043e+00 +2.021829269927309269e+00 +1.705188937484374723e+00 +1.390777373977664988e+00 +1.549450540284948774e+00 +1.477443981943037610e+00 +1.355659997654556026e+00 +1.410755903753435403e+00 +1.400821696891648482e+00 +1.303897132949848992e+00 +1.331738775952775011e+00 +1.411724298789888810e+00 +1.489523864081745641e+00 +1.407754680603690689e+00 +1.597279455243956425e+00 +2.007136606902268916e+00 +1.386875308802855589e+00 +1.400131759128351749e+00 +1.474006158182696424e+00 +1.316837137011053427e+00 +1.483275343514300459e+00 +1.495672605608794115e+00 +1.535685734585364948e+00 +1.445203868769182165e+00 +1.777090315227666473e+00 +1.326375827040379818e+00 +1.274415138686626925e+00 +1.463913205483961200e+00 +1.393716142116181000e+00 +1.420673236296583486e+00 +1.419842684508159980e+00 +1.606052135261809344e+00 +1.559638071564069639e+00 +2.098433294356230494e+00 +1.312274996743375555e+00 +1.470196247592767014e+00 +1.419706520376431413e+00 +1.381107474571393823e+00 +1.323606705925578497e+00 +1.562599748425500534e+00 +1.405119162995020599e+00 +2.151889695527748003e+00 +1.486079263857315480e+00 +1.319883115224357972e+00 +1.483643477954237566e+00 +1.290886359787133841e+00 +1.466688036708673870e+00 +1.923790215034348883e+00 +1.323466046264827778e+00 +1.286895963121556186e+00 +1.463913205483961200e+00 +1.599544171663792591e+00 +1.150469625738823387e+00 +2.342786012820255337e+00 +1.282984216075891304e+00 +1.308095916948906368e+00 +1.115142008119694106e+00 +2.539041560444047274e+00 +1.225850659798076725e+00 +1.440494283533073849e+00 +1.454032380592549023e+00 +1.488038804500333878e+00 +1.436141423325325128e+00 +2.080801219952631342e+00 +1.267723663430535552e+00 +1.480886260826833833e+00 +2.188841483405796318e+00 +1.694375645902284289e+00 +1.493839069066611014e+00 +1.236774063455767569e+00 +1.345117836035071957e+00 +1.173495464173283320e+00 +1.099286942784670096e+00 +1.548730050288658511e+00 +1.409108518692167689e+00 +1.247507559032537072e+00 +1.085521193251406169e+00 +1.481401112823960142e+00 +1.368308380745133945e+00 +1.556468218173762574e+00 +1.290805355004370769e+00 +1.249016596075658736e+00 +1.385828003962846999e+00 +1.576040507260170642e+00 +1.361124988753460441e+00 +1.789538658258649217e+00 +1.213269565611039047e+00 +1.333983439751078581e+00 +1.717061363438578514e+00 +2.106251988659499474e+00 +3.945997734895187570e+00 +1.370663837370487581e+00 +1.357972338770622622e+00 +1.590661677182981570e+00 +1.460542687762709679e+00 +1.284535893386980598e+00 +1.706999241516964805e+00 +2.214432546493044551e+00 +1.344731888853540003e+00 +1.770402281179547010e+00 +1.178012477646249945e+00 +1.408254941448206843e+00 +1.327119833745880939e+00 +1.322111426034110471e+00 +1.808954202289009272e+00 +9.565289255925044642e-01 +1.520972319248723448e+00 +1.461472471754277080e+00 +2.282486918333394676e+00 +1.465991875754125262e+00 +1.985479369912339198e+00 +1.395831728406520922e+00 +1.547372808181939785e+00 +1.256134865279010970e+00 +2.657397789927987031e+00 +1.362173716587748551e+00 +1.544970755426827935e+00 +1.970119140606152452e+00 +1.446670741072713096e+00 +1.329469542639697188e+00 +1.120029440885290883e+00 +1.953992146678695363e+00 +1.883787106073749884e+00 +1.411172669992282191e+00 +1.389860574831196294e+00 +1.212623955519047003e+00 +1.434530928437157460e+00 +1.268020492730532078e+00 +1.412585982251158612e+00 +1.281862559387896727e+00 +1.505632753938844770e+00 +1.172271464276970265e+00 +1.286053081182064739e+00 +1.303325557574192217e+00 +1.229921941623291604e+00 +1.400341789237073975e+00 +1.239877530486920287e+00 +1.320315775088905630e+00 +2.083326299503677426e+00 +1.473889953909135908e+00 +1.398528272177651965e+00 +1.374380546910844547e+00 +1.297479365385137529e+00 +1.374506366168904981e+00 +3.459739250024848722e+00 +1.419438921873531267e+00 +1.469191828596206006e+00 +1.536407847957806938e+00 +1.421749145097070954e+00 +1.212577434573643531e+00 +1.334778635108442302e+00 +1.329266133895950164e+00 +1.352447600617857182e+00 +1.512392805474193747e+00 +1.427481591428776397e+00 +1.194948548934917865e+00 +1.333301157675009119e+00 +1.260858649231147988e+00 +1.667727554941954127e+00 +1.921838049288859374e+00 +1.212591193133133682e+00 +2.991753410423436677e+00 +1.133968741454873363e+00 +1.400787090757485975e+00 +1.464155223782952486e+00 +1.222648655184092936e+00 +1.338129848648324849e+00 +1.431127182523133534e+00 +1.632519893349929418e+00 +1.715688273457891322e+00 +1.422646764366354510e+00 +1.306051104907717253e+00 +1.484739648808841794e+00 +1.285332005398856614e+00 +1.445059822003264216e+00 +1.671326986460054176e+00 +1.337657747380474049e+00 +1.517192004275377260e+00 +1.335157278670129122e+00 +1.577129760055357321e+00 +1.286303098487124874e+00 +1.441076218197296033e+00 +1.426295110897589646e+00 +1.236905153995892848e+00 +1.280626815659075879e+00 +1.899246225276028488e+00 +1.371319614905575524e+00 +1.411438541062546292e+00 +1.158055587628359806e+00 +1.381454796977654276e+00 +1.486675637960987784e+00 +1.705040529922067005e+00 +2.579399808544594830e+00 +1.453980988080407988e+00 +1.316560196944850158e+00 +1.340433109631173236e+00 +1.657256950220390435e+00 +1.319086392976273281e+00 +2.179226215878354189e+00 +1.483434839951410567e+00 +1.643317673066244211e+00 +1.125743578448118676e+00 +3.112594786719787177e+00 +1.251437245254628960e+00 +1.667290807830085209e+00 +1.493676306671897214e+00 +1.407401562904984749e+00 +1.414089668856831850e+00 +1.514566024332750116e+00 +1.773693291874254729e+00 +1.420246681791158094e+00 +1.455185217610524218e+00 +2.260012907121480730e+00 +1.880154581425609761e+00 +1.584027675817615721e+00 +1.278863439837127025e+00 +1.034884350810810094e+00 +2.163926296542470595e+00 +1.237641989192850733e+00 +1.387575371114748490e+00 +1.381785433383399209e+00 +1.348541620604857272e+00 +1.633200464634285476e+00 +1.380827051843350972e+00 +1.522116493996177544e+00 +1.261406329194226572e+00 +1.609186965064774100e+00 +1.597059524421989396e+00 +1.338967481962784367e+00 +1.275106462083422265e+00 +1.527197696862752530e+00 +1.475154075363023010e+00 +1.287716793547379446e+00 +1.760632669993078769e+00 +1.266637043051999090e+00 +1.794204676144350419e+00 +1.511476430958893280e+00 +1.680292545230512635e+00 +1.481367207492714666e+00 +1.171240271138010769e+00 +1.330109450041085717e+00 +1.590016577530096065e+00 +1.487831557004601013e+00 +1.403205627926884524e+00 +2.203211183233898307e+00 +1.402490726853724112e+00 +1.563160368760031282e+00 +1.556835060778716695e+00 +1.329266133895950164e+00 +1.226888902358293620e+00 +1.573677916341063021e+00 +1.513353673393286858e+00 +1.503907653932791133e+00 +1.242023225359713656e+00 +1.661181652026676225e+00 +1.773535793959916118e+00 +1.446402924861326156e+00 +1.364524435837968674e+00 +1.497722622104673329e+00 +1.345560088743691374e+00 +1.074961725894472364e+00 +1.335279446616010057e+00 +1.112555255150864841e+00 +1.339490151845919463e+00 +1.336611362028384820e+00 +1.372655485180731549e+00 +1.506342652526065695e+00 +1.745776543007403703e+00 +1.505186858936130134e+00 +1.394153169709568818e+00 +1.225209636418478576e+00 +1.895827115847686928e+00 +1.832741101595585675e+00 +1.106684136608418800e+00 +1.163499910769101531e+00 +1.243802053908933170e+00 +1.305766174396230772e+00 +1.268469461533254794e+00 +1.491982306100391842e+00 +1.361198917636510908e+00 +1.343975512733592614e+00 +1.329266133895950164e+00 +1.611462413772362989e+00 +1.133354258620538957e+00 +1.354714848968201046e+00 +7.962342616908144599e-01 +1.357276426040332717e+00 +1.478806635869923225e+00 +1.095117918148644343e+00 +1.513591314387552789e+00 +1.878101476942454440e+00 +1.586717435914597019e+00 +1.457204795399066777e+00 +1.450110529925602743e+00 +1.344534611170910443e+00 +1.398851852836974441e+00 +2.204753353708388097e+00 +1.548158299858022113e+00 +1.447034100610120166e+00 +1.198255471357596358e+00 +1.575174725719783897e+00 +1.265098645396117494e+00 +1.390574667177959745e+00 +1.323409558870942027e+00 +1.577661096095806181e+00 +1.784615890972444330e+00 +1.536250178335750283e+00 +1.200940985505983161e+00 +1.204616577902416941e+00 +1.432427391912820314e+00 +1.498526189035876310e+00 +1.516966440120470994e+00 +1.570479249473514916e+00 +1.278597903625252385e+00 +1.311863281350859278e+00 +1.599544171663792591e+00 +1.392092092412123394e+00 +1.703866824514200795e+00 +1.404260361110059030e+00 +1.532800351709078024e+00 +1.905314395179622755e+00 +2.031796437289463242e+00 +1.289695019769249162e+00 +2.048042639593248282e+00 +1.484463081349132629e+00 +2.950732983531167530e+00 +1.478407374556654830e+00 +1.552744613620457459e+00 +1.105221934081931145e+00 +1.525993596047467094e+00 +1.300810661382115541e+00 +1.358978263122043506e+00 +1.382331535059794891e+00 +1.344182200014274020e+00 +1.371823760587258079e+00 +1.417905587872970719e+00 +1.328665352614108564e+00 +1.175281682958984053e+00 +1.366846678657383629e+00 +1.377007854677600562e+00 +1.161340781164581282e+00 +1.391522427629070080e+00 +1.570852185408808444e+00 +1.334650913572082320e+00 +1.188013543820688911e+00 +2.030659455857516615e+00 +1.321928369006391657e+00 +1.548529699948800298e+00 +1.483643477954237566e+00 +1.698256585275973007e+00 +9.983285297245516610e-01 +1.119471522213158377e+00 +1.244575503632124880e+00 +1.525059854247683422e+00 +1.589400580200518220e+00 +1.383495487695627135e+00 +1.772438410433263112e+00 +3.112594786719787177e+00 +1.422469827896670758e+00 +1.462473184269443172e+00 +1.551137529743316756e+00 +1.291930466268714994e+00 +1.316383097820711612e+00 +1.729463659894037830e+00 +1.322670398507012290e+00 +1.284815570039288479e+00 +1.696116057190161230e+00 +1.557348900724359941e+00 +1.455723832114485639e+00 +1.620401572848372718e+00 +1.273416232710264495e+00 +1.629033132630868685e+00 +1.152143983864580834e+00 +1.388089057571907814e+00 +1.482713802129775438e+00 +1.676070740975826645e+00 +1.764118943323170319e+00 +1.685528429006890150e+00 +1.372342578753930731e+00 +1.643317673066244211e+00 +1.694350925427965837e+00 +1.423945161787566027e+00 +1.236774063455767569e+00 +1.185038471936651572e+00 +1.877003373755133708e+00 +1.821580784480989257e+00 +1.527726267324621023e+00 +1.224368411469112683e+00 +1.854728583923067164e+00 +1.837846500416436601e+00 +1.433149563923688641e+00 +1.484299205391202081e+00 +1.359934686725814856e+00 +1.478551896576560942e+00 +1.329737284538221598e+00 +1.418766471618257530e+00 +1.251170677384714880e+00 +1.244868952947994156e+00 +1.537118994636753389e+00 +1.461425513386428232e+00 +2.594156558742672036e+00 +1.646783660637874958e+00 +1.243806329316773596e+00 +1.518410533852217359e+00 +2.228115080370473677e+00 From 37e9d1130c2ca31cd01dc422f9ed2b9a555fe8b3 Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 14:13:12 +0100 Subject: [PATCH 04/16] Update --- task_2_predictions.csv | 3363 ++++++++++ task_4_predictions.csv | 13449 +++++++++++++++++++++++++++++++++++++++ 2 files changed, 16812 insertions(+) create mode 100644 task_2_predictions.csv create mode 100644 task_4_predictions.csv diff --git a/task_2_predictions.csv b/task_2_predictions.csv new file mode 100644 index 0000000..9b23f61 --- /dev/null +++ b/task_2_predictions.csv @@ -0,0 +1,3363 @@ +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +0.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 +1.000000000000000000e+00 diff --git a/task_4_predictions.csv b/task_4_predictions.csv new file mode 100644 index 0000000..f5d2cc3 --- /dev/null +++ b/task_4_predictions.csv @@ -0,0 +1,13449 @@ +1.017376512995839732e+01 +7.447104672868618991e+00 +1.613020300134660090e+01 +8.274593085701937412e+00 +1.305524466412421702e+01 +8.624391215428389046e+00 +4.743731407194857752e+00 +6.811144916583856457e+00 +1.443037293505024365e+01 +1.814233496070987428e+01 +1.440540697828377859e+01 +1.161929790341643809e+01 +1.623606245632514344e+01 +1.442176671203358751e+01 +1.118231612588583346e+01 +1.069741396439584946e+01 +1.577379253970298123e+01 +1.719630082359675782e+01 +4.152986541659217323e+00 +6.875879981214040981e+00 +1.317977246202225672e+01 +5.685434106135062393e+00 +1.096178219061354753e+01 +1.411884717102262243e+01 +6.955845986073939002e+00 +1.796371293483156251e+01 +1.340377803523581690e+01 +1.336231067741800871e+01 +1.196951403526287550e+01 +1.202288620367616545e+01 +5.309089420481882371e+00 +1.499469304344134457e+01 +6.172055704348991867e+00 +8.771185827216484654e+00 +8.618041134723171126e+00 +1.051316698350792933e+01 +1.714635880617835539e+01 +2.242314175484787597e+01 +2.251209536931165189e+01 +9.431639456084795370e+00 +1.942645583849730428e+01 +1.478452320052420532e+01 +2.720351075067178215e+01 +1.349142221051707224e+01 +1.099990125443889610e+01 +3.663284686611291363e+00 +8.922860384062232697e+00 +2.605588822166586738e+01 +1.425332991549808526e+01 +1.258564953547455900e+01 +7.653480451077257385e+00 +1.069948218411664698e+01 +1.567690909165229129e+01 +1.182748077769863926e+01 +8.480923141774027840e+00 +1.302184400106025919e+01 +1.813837084039901981e+01 +8.144723163294017354e+00 +-3.507875279871939256e-01 +8.070515880634602013e+00 +1.038186374642512533e+01 +1.393733402069308625e+01 +1.283641151416988180e+01 +2.998822240618110868e+00 +1.429342658942367450e+01 +8.792256271323068972e+00 +8.260766502327754779e+00 +1.592851051625076764e+01 +8.402416996826204354e+00 +1.585849819118229220e+01 +1.611285736482173547e+00 +8.476031113753165869e+00 +1.102854917185304373e+01 +1.175271187601235567e+01 +1.657486037926382494e+01 +1.070003201744867738e+01 +7.467620430604355874e+00 +7.873985925786769258e+00 +2.983322180533967583e+01 +9.620813834460733460e+00 +1.008400010779121203e+01 +1.115157476455603103e+01 +1.732437462989172161e+01 +1.334851630825573920e+01 +1.032033126956225999e+01 +5.666839075509855661e+00 +1.287829127813708396e+01 +8.103447368412147966e+00 +8.713216249279909675e+00 +1.434277542075192002e+01 +1.275616403519599373e+01 +7.962748890968626370e+00 +6.129930531876283339e+00 +1.736806752786104369e+01 +9.057488191712224079e+00 +3.346999779491270033e+00 +2.020820785517538809e+01 +2.301361360357530828e+01 +1.107722245543313022e+01 +6.740713433172331293e+00 +1.585146448338070968e+01 +1.258019609423858753e+01 +2.090816396362608032e+01 +1.370030621659435610e+01 +6.804441289911906665e+00 +1.089085412437007960e+01 +9.127309791372027803e+00 +9.971646751481046067e+00 +8.542068433585839671e+00 +1.010315318417657693e+01 +1.749516800367169367e+01 +9.552488116878762980e+00 +1.041735552274440124e+01 +8.391873694169404985e+00 +1.522380068403451503e+01 +1.529857597174809314e+01 +1.273746507456576182e+01 +1.631111290167358163e+01 +5.008736896290457707e+00 +1.399589638747416132e+01 +1.898957831258570650e+01 +1.602898757635162497e+01 +2.605588822166586738e+01 +1.200456949753763070e+01 +1.850560931204591952e+01 +1.397011429760870271e+01 +1.650813779987777252e+01 +2.261008801038215665e+00 +8.199091991015350800e+00 +9.012763393781767718e+00 +1.325289691844810136e+01 +4.975156330298119656e+00 +1.090118956932336403e+01 +4.081265012320827168e+00 +7.116692833927402262e+00 +7.840938450676816274e+00 +3.387161874638887582e+01 +1.433711643184707896e+01 +1.407964666088307126e+01 +1.207861154110013047e+01 +4.726141724347129980e+00 +1.614337011772524022e+01 +1.657763486717314549e+01 +6.775050963306867402e+00 +1.301407718551588744e+01 +6.526065361523166075e+00 +1.776501597530346999e+01 +9.410774738138940165e+00 +1.150848628450445688e+01 +1.564670839790642276e+01 +1.008555952898746000e+01 +2.672813131237820983e+01 +7.140883287122264278e+00 +4.478460281223433981e+00 +1.464073917723787588e+01 +3.615427683687428839e-01 +2.983762542808143792e+00 +1.454600929500594475e+01 +1.263289505030989801e+01 +2.743855196611727365e+01 +1.602296830821562423e+01 +1.710965707702582961e+01 +1.279992661917997054e+01 +9.919831663903025287e+00 +7.667737348267621655e+00 +2.605588822166586738e+01 +3.104644279516942618e+01 +8.209590487210789433e+00 +9.832874534891814733e+00 +3.387161874638887582e+01 +8.799136073374157263e+00 +6.937884208623813720e+00 +1.195313334258950988e+01 +1.619253520019587711e+01 +4.338314305370190027e+00 +1.160705983091941107e+01 +2.433168040966204160e+01 +7.388683905090971393e+00 +8.090929017365795062e+00 +2.564711729469408397e+00 +7.382293711328159702e+00 +1.157340012309086319e+01 +1.031163649607260879e+01 +3.364835283318427628e+00 +7.531513863621626115e+00 +1.741793953967889763e+01 +1.584694345228317047e+01 +1.516153937636715909e+01 +1.008142282004716606e+01 +1.135615517147333264e+01 +8.190542209372381421e+00 +3.249501110371947732e+01 +1.530919651005115156e+01 +2.190148538454953098e+01 +8.368480817309887243e+00 +7.987118800926737094e+00 +9.831670963323617229e+00 +1.477804914274003067e+01 +5.781830134374686736e+00 +2.416676043021193721e+01 +1.021943594576600844e+01 +8.783606394377400761e+00 +1.838821381680276090e+00 +5.419769256777016153e+00 +7.850310922729278218e+00 +8.076261877317264748e+00 +1.901025096271025916e+01 +1.855910472619061125e+01 +1.288146539007769320e+01 +1.259500941444476041e+01 +1.517865815556355358e+01 +1.252272279368901309e+01 +2.704301141715826873e+01 +7.352050512210581701e-01 +4.029218996503209382e+01 +7.586669246615784346e+00 +8.049789734383480777e+00 +1.661995706403980932e+01 +1.142879358114798549e+01 +1.266359442226280407e+01 +1.907125336078520661e+01 +4.544550437231279716e+00 +6.854818004095477590e+00 +1.221609424314584658e+01 +1.080551549647955767e+01 +8.490639194699397763e+00 +1.164496831600749260e+01 +1.051334792313734567e+01 +1.590735557275206702e+01 +2.453851231382978426e+01 +2.511553259226228363e+01 +1.245417715909142942e+01 +1.013780971108685947e+01 +1.070844604804689482e+01 +1.315207741467526148e+01 +1.727961944980228282e+01 +7.863679444094330506e+00 +1.316415902225371326e+01 +1.684245703592497989e+01 +1.943233171904778089e+01 +1.070003201744867738e+01 +2.551487715495923680e+01 +1.557835711092029385e+01 +7.432952991192209424e+00 +2.055562527781059146e+01 +1.375023888454256848e+01 +1.380225654879389197e+01 +8.398260903951197065e+00 +7.117918105599656542e+00 +2.373989656103144341e+01 +1.301407718551588744e+01 +1.075864211826592509e+01 +3.387161874638887582e+01 +1.324395615262960746e+01 +1.443221102412901757e+01 +1.142879358114798549e+01 +2.102997165856298523e+01 +3.387161874638887582e+01 +1.193569468583547177e+01 +2.705921819270116657e+00 +1.458434856138553926e+01 +1.110747029295433208e+01 +1.002858059309926375e+01 +1.304371612541713432e+01 +1.037990200418441589e+01 +9.324153894132763298e+00 +1.412614652491383538e+01 +5.393920182284446696e+00 +1.895637257276416676e+01 +2.242314175484787597e+01 +6.485414870391423392e+00 +7.465760586443664693e+00 +1.190066153641410551e+01 +1.522380068403451503e+01 +1.093957459256753850e+01 +4.095511668917481529e+00 +4.467908403325438371e+00 +1.869868905504362999e+01 +1.218476639941536632e+01 +1.633988565501535106e+01 +6.514482877809129491e+00 +1.729567362471057379e+01 +1.068551725188277146e+01 +7.133967254583694739e+00 +1.301407718551588744e+01 +1.451085626907871529e+01 +2.749881628060019523e+01 +1.059597459667655528e+01 +1.571997319859271158e+01 +1.690560223108678883e+01 +2.221374834799139819e+01 +1.906113937502503575e+01 +5.481201258904903284e+00 +6.677534460218339518e+00 +1.489824507217606708e+01 +1.435647732839714763e+01 +1.503983602340620962e+01 +1.611910215850991790e+01 +2.089960502503697626e+01 +1.100086878881440100e+01 +5.307662773474660867e+00 +3.017085831295523235e+01 +8.384118801094373907e+00 +8.787391570440874489e+00 +1.105377590678483557e+01 +2.276650481393649272e+01 +1.510651662664183448e+01 +1.635564615717046877e+01 +8.921094133758771250e+00 +7.241990419082981134e+00 +2.527132228070964004e+01 +1.616267712014877134e+01 +9.152991309737998904e+00 +1.425086475543625397e+01 +6.773508508967935882e+00 +1.711195033148717926e+01 +1.335553694091149168e+01 +1.723164401168629922e+01 +6.651334389859528073e+00 +1.840671546249761548e+01 +1.544989871187335950e+01 +1.259341342816608744e+01 +5.454207160012714439e+00 +1.251830773428271470e+01 +9.071197680132200958e+00 +6.442098645708213667e+00 +1.472481198369948174e+01 +6.370910811407256347e+00 +7.867481513486950462e+00 +2.428509281018239108e+01 +1.515148645562322827e+01 +1.522380068403451503e+01 +1.550352057824279939e+01 +1.786851375852290857e+01 +8.147082996623183249e+00 +6.414234665034840077e+00 +1.863229214748051277e+01 +1.059487319542219552e+01 +8.249540017079638687e+00 +9.154361811642189650e+00 +3.227252539954433530e+01 +1.577344411628205023e+01 +1.498438166489992796e+01 +1.006459990707735130e+01 +1.425647362989234068e+01 +2.773044648507004695e+01 +3.387161874638887582e+01 +1.458458932453895329e+01 +1.042039720571614225e+01 +7.055281377517346186e+00 +1.846047761629108663e+01 +8.779628538810158034e+00 +6.622430542446551271e+00 +1.147028589278976085e+01 +1.186244824953841714e+01 +1.469754858873528747e+00 +1.217638262148265937e+01 +1.134411018813531769e+01 +4.668145341212735389e+00 +6.530161622902241447e+00 +2.528825679416372907e+01 +9.984951337622291589e+00 +4.901702021480275562e+00 +1.358543236228517515e+01 +1.299091800039214206e+00 +5.221993652209945935e+00 +6.513447328576461359e+00 +1.114051650639940760e+01 +1.751492393349687404e+01 +1.217461105682887990e+01 +1.819379738421159232e+01 +7.994725929588042845e+00 +1.541471459830334823e+01 +1.551058803601580394e+01 +8.943898852998259486e+00 +7.390401072021305140e+00 +1.108866253033411908e+01 +2.081433052103996317e+01 +7.799570442610246346e+00 +8.629715455742072550e+00 +5.486073069836393756e+00 +3.387161874638887582e+01 +1.457564764071510410e+01 +7.584102829023706249e+00 +4.984665246579780273e+00 +1.310534986185294315e+01 +1.310480385167635120e+01 +1.472588792009018732e+01 +1.780432340172598060e+01 +7.539102176844693304e+00 +8.468908613357882587e+00 +7.291990731263197745e+00 +9.095704086653853437e+00 +1.528993876454873657e+01 +4.978264528836575664e+00 +1.402325553789634682e+01 +1.586339018156925817e+01 +2.105876403742048808e+01 +1.364307729446124995e+01 +1.024290223498246633e+01 +7.867481513486950462e+00 +9.492170345907823048e+00 +2.277900257517860894e+01 +1.693066024389366930e+01 +1.019675883958556994e+01 +9.181790208623809235e+00 +1.172280997590948459e+01 +3.470728223882503016e+00 +1.599449642860919596e+01 +1.060366975968652525e+01 +1.042830918958487985e+01 +1.135565239384948200e+01 +1.043390663863692680e+01 +1.348356222648016001e+01 +6.251188261271309443e+00 +8.773907064911639964e+00 +2.049950669219417421e+01 +1.304609143118072723e+01 +1.151539400419774495e+01 +1.282878481739336962e+01 +1.404493253478239012e+01 +4.062299014981789469e+00 +7.407651423261555124e+00 +1.109206385925671157e+01 +1.802301677563899318e+01 +1.525586728061162489e+01 +1.329518105511483839e+01 +1.729567362471057379e+01 +5.486073069836393756e+00 +4.585339992584906099e+00 +1.510059869559286483e+01 +2.236450052570636160e+01 +9.887879342900404822e+00 +1.486101539457300191e+01 +9.826940729235474237e+00 +1.653570696215548708e+01 +1.240204356718497536e+01 +1.168209027124579791e+01 +1.323817227553107045e+01 +4.942727823930582076e+00 +1.269626713815267749e+01 +1.388286867102259237e+01 +1.349652907364396981e+01 +4.460515212578897604e+00 +1.334260551983641108e+01 +3.641803880897604984e+01 +2.261499751250141799e+01 +2.983762542808143792e+00 +2.019932110455459906e+01 +2.030438794439309902e+01 +5.748995324197807122e+00 +9.411041427853348296e+00 +1.068586635719431399e+01 +1.241109406295797157e+01 +1.084501080789208061e+01 +2.186127972423263088e+01 +8.793201364890435912e+00 +1.009372978426142708e+01 +7.454729304650399513e+00 +8.746013895750976985e+00 +1.106128034133537597e+01 +1.881535369268434010e+00 +6.608764049705797561e+00 +1.891012582996434332e+01 +1.020766756054260327e+01 +1.327631796232135741e+01 +1.449210931479120745e+01 +1.190488607839506585e+01 +1.402491176093165848e+01 +1.772274131133264063e+01 +2.468147228818128269e+01 +8.748622051542156441e+00 +8.593521406086495062e+00 +9.507796024219331343e+00 +3.049887320084593512e+00 +8.866559859956694822e+00 +1.241506323367434561e+01 +2.019114172959515940e+01 +1.556491910955627134e+01 +3.387161874638887582e+01 +6.121006652240978951e+00 +4.631103482999940013e+00 +9.637087951223108462e+00 +1.692437517047613937e+01 +1.249253913636037794e+01 +1.464447024827725841e+01 +3.653853071264407504e+00 +1.273322346771043101e+01 +1.317924485126567902e+01 +1.244459695515202213e+01 +1.842860953772792243e+01 +9.760218532292768145e-01 +1.543801693568406108e+01 +1.337911505335441120e+00 +1.379621536707647067e+01 +1.234577744806523469e+01 +-8.651609714489154612e-01 +4.762954860525809409e+00 +1.690560223108678883e+01 +1.844513687495604870e+01 +3.562909039628394225e+00 +1.813861202921611948e+01 +1.596829473247427700e+01 +1.001287375591388695e+01 +5.321040712945276141e+00 +4.651515991267316963e+00 +1.545078723870483373e+01 +9.373101391470626709e+00 +6.521275250480925934e+00 +1.226199792522506016e+01 +1.075068808588640934e+01 +2.223798390038366790e+01 +9.510167191167823830e+00 +1.048430724200923692e+01 +9.868663482801878217e+00 +8.219239949267816314e+00 +2.181118630839605999e+01 +1.084121145025251565e+01 +1.107185070347944134e+01 +1.245743677941443650e+01 +5.366212459821099401e+00 +1.233587034757923107e+01 +1.716156887315202084e+01 +1.183035473507158031e+01 +1.618434911877606908e+01 +1.356220714570255836e+01 +1.261180693663123975e+01 +6.468795553202539850e+00 +9.653222449232899294e+00 +9.995518767469349086e+00 +1.042422892812899704e+01 +1.088859279820039205e+01 +3.885661223743710480e-01 +3.829455307405893905e+00 +6.725135536256232172e+00 +1.077950047198294214e+01 +1.677568620545528688e+01 +2.326460764747469057e+01 +8.190509171538096211e+00 +1.804498878396144335e+01 +6.690059851640697275e+00 +3.918739843162782677e+00 +2.190762713003790907e+01 +-5.749396723911388563e-01 +8.253629880553816633e+00 +1.479378834830858125e+01 +2.318046606135895615e+01 +6.744291971818270781e+00 +1.898540965027541461e+01 +5.679221904976799351e+00 +1.096440191172231948e+01 +1.002451396336995515e+01 +1.324598509074895958e+01 +1.552717792728329016e+01 +8.919004423641410995e+00 +1.076150784584187647e+01 +9.364298011176472869e+00 +1.792175625132516359e+01 +5.566959954694326029e+00 +1.598642393834140307e+01 +1.534338164816078631e+01 +1.095456873366327954e+01 +2.993946012615603536e+01 +1.649108995413604362e+01 +4.067719736663050867e+00 +9.744049186295555387e+00 +8.097716952299023774e+00 +1.479452862220449560e+01 +2.186281586878520500e+01 +9.646669745147164576e+00 +1.792954956566028102e+01 +1.304410933389877414e+01 +1.064659443077306378e+01 +1.817030267437660029e+01 +1.594902775154412211e+01 +1.049902678527874400e+01 +1.094174814230994741e+01 +5.502655005257722109e+00 +1.919977621210577468e+01 +1.349200465754924494e+01 +1.359090835576839140e+01 +2.743855196611727365e+01 +1.343110056208291780e+01 +1.100081143312814902e+01 +1.588506279142163180e+01 +1.074217666556452855e+01 +1.540337333358273497e+01 +1.265325558578769005e+01 +7.622312104674008992e+00 +2.772798591402938939e+00 +1.445410566911047567e+01 +2.994250441147164565e+01 +3.289501141717406085e+01 +5.379270799271040460e+00 +5.966305490055077598e+00 +3.687482100357300396e+00 +1.099365657478787739e+01 +1.197113660279019598e+01 +1.157570672088918684e+01 +1.420142509781632612e+01 +8.170645518735724977e+00 +1.750915743371444933e+01 +1.587598943512777794e+01 +7.278586504568778537e+00 +9.874273919552749135e+00 +6.264261958135946884e+00 +2.276424111226882019e+01 +1.388874979066144988e+01 +2.471583577942124066e+01 +6.947672348272746490e+00 +2.009188286941726176e+01 +1.182015238650220113e+01 +1.425960545354925557e+01 +1.224768329235187991e+01 +1.182215103179728999e+01 +8.854232707388504764e+00 +5.709313757454324900e+00 +1.648305012579507434e+01 +8.278999385531633948e+00 +6.638164907795683689e+00 +1.530941002096558634e+01 +2.338438534444850347e+01 +4.571486028092436982e+00 +1.532620276980397023e+01 +1.721969093652954541e+01 +2.077115885567067721e+01 +8.365172689621246604e+00 +1.378727242794283825e+01 +1.619602188545268007e+01 +7.213842627989706102e+00 +1.236247108052054955e+01 +1.430694229936260342e+01 +3.238750582698155256e+01 +1.849021895191735609e+01 +1.096824391217582217e+01 +1.555856603664906856e+01 +1.379122081115814069e+01 +1.868487434509671630e+01 +1.743168984715714487e+01 +5.555674270528044190e+00 +1.157849317333744921e+01 +1.722019019173640686e+01 +9.580648405374901699e+00 +1.307967478435692499e+01 +5.328859697515241578e+00 +6.045734720645427274e+00 +5.446935858126991548e+00 +1.141697728300772496e+01 +2.605588822166586738e+01 +3.578405563105633291e-01 +2.031017526945508678e+01 +1.310881115188188062e+01 +1.387637778981635961e+01 +1.138006874362558563e+01 +2.316241735153299430e+01 +1.063484934978997387e+01 +3.564158523129108858e+00 +1.328777318158391552e+01 +1.291747137146361979e+01 +7.125076118089239685e+00 +5.845341851743000916e+00 +2.925756384763388951e+00 +5.989632006529916453e+00 +5.361109341107422210e+00 +1.404932944077846457e+01 +3.721868962806595960e+00 +1.169344868951144178e+01 +6.844165252607524508e+00 +1.505501602117510629e+01 +7.100142529770010924e+00 +1.309272350915487948e+01 +1.203419406070429432e+01 +7.968531944850795412e+00 +1.488620857939424980e+01 +1.330731066849078559e+01 +2.675302751254918121e+00 +8.675804718589915865e+00 +8.107466048801725833e+00 +1.872518048403412649e+01 +2.531057070225386951e+00 +1.504189221658641884e+01 +1.912498092638536207e+01 +7.932787525132908968e+00 +5.207867576027823020e+00 +1.108691603975722728e+01 +1.132805084356380121e+01 +1.544580032533519898e+01 +9.510167191167823830e+00 +2.441936244786390375e+00 +8.696974432081987061e+00 +1.522380068403451503e+01 +1.335680205440556279e+01 +1.102178452297567901e+01 +6.632143854219890500e+00 +5.399588527801000737e+00 +1.667028596170155197e+01 +1.868002427466285553e+01 +1.677347302890710523e+01 +1.126793598906725435e+01 +1.456568873304286171e+01 +9.891905350164364563e+00 +8.065220856518934056e+00 +9.882822851843343415e+00 +6.974485828882606597e+00 +1.903988839994268290e+01 +2.114483152495675711e+01 +1.602853668748076643e+01 +2.075734532235370011e+01 +1.826816796007263122e+01 +1.076407746810406252e+01 +1.504307150833891171e+01 +1.161439571227548129e+01 +2.379910716531681203e+01 +6.246712543365575243e+00 +9.194675569998636888e+00 +7.843028626092660716e+00 +4.883936728965807106e+00 +8.313040452834655980e+00 +2.166745379301450214e+01 +6.722098372887316486e+00 +1.110138668666310480e+01 +2.707145027038640706e+01 +7.603050280231101965e+00 +7.128018096446623986e+00 +1.991455751839218635e+01 +1.863500551489318013e+01 +2.161100886725252224e+01 +2.504460476950106340e+01 +2.176042382365434946e+01 +1.031163649607260879e+01 +1.173993034473328123e+01 +6.879690774092452443e+00 +4.856426062509584085e+00 +3.387161874638887582e+01 +4.398047079858017128e+00 +9.476094438087912408e+00 +5.957881541805406300e+00 +3.387161874638887582e+01 +2.209913192562005690e+01 +1.306445813044017257e+01 +1.352938316250023831e+01 +6.582677321903901202e+00 +8.365326918375899368e+00 +6.981839897356309166e+00 +8.905852992984932825e+00 +1.716156887315202084e+01 +1.199929379449396549e+01 +1.184641319687283101e+01 +6.762926638725119233e+00 +1.795689994191400274e+01 +8.678420846590469750e+00 +1.378272659756591167e+01 +1.050222757446201172e+01 +1.179047655892540547e+01 +5.700917786313240754e+00 +1.176792247302175554e+01 +2.136464672487835514e+01 +1.046983022816917241e+01 +1.115663718197045284e+01 +5.810341848405485621e+00 +1.624624968042628836e+01 +1.062941930058354956e+01 +1.102330922223744381e+01 +1.185877176017608292e+01 +9.938135657060968242e+00 +6.891263542634192163e+00 +2.051022790626090853e+01 +1.459093509884155537e+01 +1.093395088093328127e+01 +6.525178082548322323e+00 +3.118957346834079658e+00 +1.687048700617549457e+01 +2.094669689024634351e+01 +1.425128188685293651e+01 +1.545531664910963343e+01 +1.409696026954496517e+01 +1.353042688131517934e+01 +2.283902430892219115e+01 +6.369651173415704193e+00 +7.940558425130603837e+00 +3.387161874638887582e+01 +9.605851833777492743e+00 +1.533215512119552670e+01 +9.423226155744771404e+00 +2.521622162580418092e+01 +1.203272331845207077e+01 +1.262806725800108154e+01 +1.385974923796565861e+01 +1.429342658942367450e+01 +1.136465406499280562e+01 +1.434767624751368942e+01 +1.610496212512633463e+01 +1.038121640052284533e+01 +6.690151276683096171e+00 +1.125655095079387991e+01 +5.000847836685125003e+00 +6.140421206592122871e+00 +9.949839057393390362e+00 +7.335570442679923531e+00 +5.669127826886565913e+00 +9.129733515096546626e+00 +1.190432858745390376e+01 +6.574746378706436190e+00 +1.438147565056871713e+01 +1.045700005161776858e+01 +8.292647692006681837e+00 +1.878665951893144381e+01 +4.049091372398933686e+00 +1.035203518940413403e+01 +1.296818995330451685e+01 +2.227477304421191207e+01 +5.486073069836393756e+00 +1.675310163942816644e+01 +1.667539470549991165e+01 +7.068551095034507625e+00 +8.936632379205576626e+00 +9.953116460224165962e+00 +1.573881447370473552e+01 +2.661257532598325781e+01 +1.371069152473680219e+01 +8.967110487520244533e+00 +1.205466065067611225e+01 +9.470759309847863960e+00 +1.283993771290400332e+01 +4.753834298833041316e+00 +7.853412715861878723e+00 +4.722602765510274025e+00 +1.381645348581236021e+01 +2.152055569020573955e+01 +4.867355093614818884e+00 +1.604740977633228738e+01 +5.992499628137764489e+00 +1.189395751710277693e+01 +9.643450920839498508e+00 +2.407254114708651116e+01 +9.636349228039847503e+00 +9.251833803681066115e+00 +1.035631815282445700e+01 +1.817345858015160331e+01 +2.488796725747408800e+01 +1.291747137146361979e+01 +2.540301107208875919e+00 +1.082318127900009586e+01 +3.387161874638887582e+01 +9.808956546202622917e+00 +1.079644344700794534e+01 +2.772798591402938939e+00 +1.530123441152417740e+01 +1.307398384972648842e+01 +2.953016499007667051e+01 +1.047744779329491394e+01 +1.227995613486562831e+01 +1.610509321407727157e+01 +1.887282523643872878e+01 +5.223596646640388030e+00 +1.228915246069755085e+01 +2.593931626650869759e+01 +1.640254829544306858e+01 +3.346458197279090996e+01 +1.026764996197881885e+01 +5.701864067379958101e+00 +8.602347082534421929e+00 +1.864651786486147955e+01 +4.829972979141516021e+00 +6.414234665034840077e+00 +-2.201865332413191823e+00 +8.997516485542192299e+00 +9.910804178680564291e+00 +1.439436196268626134e+01 +5.008736896290457707e+00 +3.998817969111584603e+00 +1.794485980521730539e+01 +6.463226337021893642e+00 +3.028921469329731053e+00 +4.211740615794305143e+00 +8.380502747181907353e+00 +1.937771086716098523e+01 +1.322418393308549867e+01 +1.096909389429424664e+01 +1.260397201816378754e+01 +1.075787716166666996e+01 +1.090930024392899611e+01 +1.185906820605507050e+01 +1.741015185686691780e+01 +1.257370676701850698e+01 +2.798963974760908968e+00 +2.090816396362608032e+01 +7.619794485571716791e+00 +7.609571652002045994e+00 +9.978278657380599270e+00 +7.698716693142998224e+00 +3.485405645610319425e+01 +5.925776582065552134e+00 +6.129674078949221894e+00 +1.713438960207068362e+01 +8.330343595165047077e+00 +1.893814497764161331e+01 +3.686207876015359375e+00 +1.626925675540627481e+01 +1.352859355770016236e+01 +1.384504682491730421e+01 +1.096308435834554018e+01 +3.881373790758239295e+00 +9.786408632328132740e+00 +1.035722395313729294e+01 +2.020820785517538809e+01 +1.503850817556396180e+01 +1.541229291847612615e+01 +1.900788984360703182e+01 +1.733324348363076695e+01 +3.207993735317168671e+01 +1.727700573840454012e+01 +7.031163047005719591e+00 +8.194091689199680673e+00 +1.168428970761047481e+01 +9.010325800758749892e+00 +1.092101907691898077e+01 +1.259818576541132984e+01 +8.527104373513765267e+00 +1.132506978565973554e+01 +8.678685046866604580e+00 +1.242160717427016436e+01 +1.104481223954405777e+01 +1.124688267310901324e+01 +1.041696232526602728e+01 +3.387161874638887582e+01 +2.264375513345511592e+01 +4.852719815899746436e+00 +1.015047493566180492e+01 +1.060235219165461729e+01 +1.448198117403853757e+01 +5.568273924981070877e+00 +1.388809788462393158e+01 +8.208946463384066305e+00 +1.055552506649401323e+01 +1.112058469702706986e+01 +2.549159279019875157e+00 +6.624768132564412326e+00 +1.201159391762062967e+01 +1.422997019674969010e+01 +2.570004039326848044e+01 +2.388055720635560419e+01 +9.587758555114874071e+00 +9.930259340504576926e+00 +2.164436745166112530e+01 +7.069588814026317891e+00 +2.615789322383392346e+00 +1.522380068403451503e+01 +5.701864067379958101e+00 +1.492832237067283074e+01 +1.172405825758497144e+01 +1.497770066252205368e+01 +8.530207811726612022e+00 +2.603541866131216409e+01 +1.594128409530151202e+01 +1.189530555128308720e+01 +1.405205470787561239e+01 +1.148348660787904407e+01 +9.822291622791965438e+00 +5.630397779634236599e+00 +1.803515674892931031e+01 +1.537977602590254378e+01 +8.707045499513583309e+00 +9.473787507626212800e+00 +1.081033916651298910e+01 +1.368596655020088804e+01 +9.391296923887381354e+00 +1.281260834363973800e+01 +1.589819831242093073e+01 +6.091199674869599789e+00 +1.011680271092406258e+01 +4.742811589590822052e+00 +-1.734709787277211035e-01 +1.140131134197406482e+01 +5.230835828676219990e+00 +5.999541642234603955e+00 +1.404822640166320014e+01 +8.365326918375899368e+00 +1.781712502233459361e+01 +1.521470900412576555e+01 +1.278662357304979480e+01 +5.718899889271554571e+00 +1.024716009639482195e+01 +1.276078963877515093e+01 +6.775050963306867402e+00 +1.031163649607260879e+01 +1.091248235368409780e+01 +9.759036788981205746e+00 +5.741274575165945748e+00 +9.654344904797298454e+00 +6.471058919096449813e+00 +9.126867361082489083e+00 +1.543346362597142729e+01 +8.792256271323068972e+00 +2.365757951345216270e+01 +3.650398946760816443e+00 +1.226107516937921105e+01 +2.151610659108290236e+01 +1.677663559461704779e+01 +8.433617811668540298e+00 +6.612522105230652869e+00 +2.261499751250141799e+01 +1.079073169795800879e+01 +9.101505886992782735e+00 +5.229700764592038809e+00 +1.021417768454112718e+01 +1.963489452428315474e+01 +9.684422854179189244e+00 +2.262440001659985001e+01 +1.070606274895506260e+01 +1.411988926088758944e+01 +1.327056487726585488e+01 +2.928515254526416811e+00 +1.735585214946333110e+01 +9.207583668694553580e+00 +1.200814148483763688e+01 +1.235300391546105914e+01 +1.250468223318235061e+01 +8.795364772863720759e+00 +6.514660636623034407e+00 +3.836929860614489485e+00 +6.156332550406787618e+00 +5.373023196513528887e+00 +9.891367824391792851e+00 +3.881373790758239295e+00 +1.027866220873919190e+01 +3.710016313570113766e+01 +6.129930531876283339e+00 +1.114197168357665646e+01 +9.825779285486987646e+00 +1.503468319141668985e+01 +1.643639873511868643e+01 +5.870092304904858338e+00 +4.876513226925567324e+00 +1.199161231097679092e+01 +2.742537359548549603e+01 +2.743855196611727365e+01 +1.819311429718209183e+01 +2.603541866131216409e+01 +5.336843970847766627e-01 +5.171996017406883084e+00 +2.144888256483385192e+01 +3.998817969111584603e+00 +1.207998729085387879e+01 +1.241036550511242353e+01 +1.016584777195494382e+01 +5.700917786313240754e+00 +1.507711633844286325e+01 +1.634647301566782573e+01 +8.049789734383480777e+00 +1.088249387401427271e+01 +6.412803270858702831e+00 +1.070003201744867738e+01 +9.556036899569988918e+00 +1.448198117403853757e+01 +1.392319326068349028e+01 +9.690729385927838280e+00 +3.036215984092081044e-01 +1.362343953105026628e+01 +8.131292583376449556e+00 +2.228908599905386723e+01 +1.949956262641210003e+01 +6.464955329789802363e+00 +5.583686117175389541e+00 +7.440562643782257624e+00 +1.416854490826688107e+01 +1.246361034210764274e+01 +7.477788854654818351e+00 +1.522380068403451503e+01 +1.522380068403451503e+01 +1.485506046583057582e+01 +1.522380068403451503e+01 +7.856272396050343332e-01 +6.985327526670189968e+00 +1.612413585149245421e+01 +1.195045780029228411e+01 +1.389690948428143713e+01 +7.024952297670111534e+00 +1.054481244589197786e+01 +3.387161874638887582e+01 +9.308163835445498080e+00 +8.346819795656116980e+00 +6.920350808553862976e+00 +6.421732661522582930e+00 +1.595292937801332300e+00 +-9.275659116346304245e-01 +1.325532151020127003e+01 +1.613646771624824794e+01 +1.344891168826323735e+01 +1.409296036357571325e+01 +6.813203166047316017e+00 +1.214747796889051301e+01 +9.329576880234910163e+00 +9.186419023727495414e+00 +1.433711643184707896e+01 +9.581136840329662618e+00 +1.641757290150724202e+01 +6.218810025424772903e+00 +1.050049810789462867e+01 +9.357825579329301036e+00 +9.060023623246522106e+00 +1.192372106266920184e+01 +1.182748077769863926e+01 +1.442891992454555350e+01 +1.870325270846285548e+01 +7.598597846182968851e+00 +6.552046824080321130e+00 +3.052959898334164279e+01 +1.120908335808512390e+01 +1.117099781098272615e+01 +1.459045585330558481e+01 +7.932135223612093000e+00 +2.605588822166586738e+01 +1.379203249876277937e+01 +1.622708895662724160e+01 +9.560204001595295153e+00 +1.720093512524063328e+01 +1.598082253159269328e+01 +8.961314984773736114e+00 +9.791977101308447118e+00 +2.006608804083880671e+01 +1.071074780023788264e+01 +1.437415327909896234e+01 +2.190438507652805811e+01 +1.530015226675732265e+01 +1.327640096553618321e+01 +1.835704545623511308e+01 +1.367085227659559621e+01 +1.010818693945034852e+01 +7.246270725273404878e+00 +1.372796503721281169e+01 +2.005141037514655977e+01 +1.114197168357665646e+01 +5.246099940607763301e+00 +1.291772107855605611e+01 +1.894431392697880767e+01 +4.836412203882431982e+00 +7.717769188219946841e+00 +1.139660306347175833e+01 +1.107309835087683325e+01 +5.864212643317273432e+00 +1.178237930870912464e+01 +1.115900258410223955e+01 +1.012204848596174145e+01 +4.097294465584099044e+00 +2.489636933833428145e+01 +8.444434603673812489e+00 +1.559807300843615963e+01 +2.533198148037669739e+00 +9.543903093704784624e+00 +1.252571032509885640e+01 +6.293977592081944294e+00 +1.056646658412795148e+01 +2.246703366847404482e+01 +9.819491313553115219e+00 +1.100482672292733355e+01 +1.978283763570176745e+01 +4.981995041122786461e+00 +9.215672353806354522e+00 +1.281827182488790129e+01 +1.035429211220260015e+01 +2.261499751250141799e+01 +1.689735861766371272e+01 +8.708980095813046773e+00 +1.713159354119692068e+01 +1.877620385749840182e+01 +1.324980086151001046e+01 +7.259853759562759024e+00 +8.142816479388628181e+00 +1.045276513889274383e+01 +6.538849943265688580e+00 +7.301430403766431709e+00 +1.043600702324313545e+01 +7.954180588156276599e+00 +1.222829543569335442e+01 +8.278999385531633948e+00 +1.464710240291708487e+01 +1.523422962217716758e+01 +1.302889078019477154e+01 +1.991482518698707338e+01 +3.881373790758239295e+00 +1.418254167666007959e+01 +2.196246920159838112e+01 +1.245550511548105987e+01 +1.714070044686634731e+01 +6.859796098962974042e+00 +1.651723822170940537e+01 +1.333866477793387162e+01 +1.444416900373654755e+01 +8.341813982242584302e+00 +9.646226855434022696e+00 +4.151441257099662607e+00 +3.723750535479553037e+00 +1.371069152473680219e+01 +1.027118560642065859e+01 +9.484089053299427974e+00 +1.258294461841489920e+01 +9.256024731266592198e+00 +1.286971554257247874e+01 +6.920350808553862976e+00 +9.740978954858675820e+00 +1.130904894244136472e+01 +4.947646859673085373e+00 +1.106694731224405359e+01 +1.283322859089457779e+01 +1.046983022816917241e+01 +2.928515254526416811e+00 +3.346458197279090996e+01 +1.259899552494195518e+01 +1.038326404499524358e+01 +9.133538954918023478e+00 +2.257948878938948667e+01 +1.768872502887998621e+01 +5.701864067379958101e+00 +1.182748077769863926e+01 +1.157061926549663156e+01 +3.402284113436792268e+00 +6.238434025981945297e+00 +1.370679742608508889e+01 +1.170417294769364958e+01 +5.701864067379958101e+00 +1.933871440888333382e+01 +4.453970623480302038e+00 +2.190762713003790907e+01 +1.372058222228695001e+01 +4.558881064625694535e+00 +9.859469749516321713e+00 +1.209301281472217227e+01 +6.255062287666731891e+00 +1.835563634804269384e+01 +1.070003201744867738e+01 +1.226935801318032304e+01 +7.445275349041480695e+00 +1.623803721321058902e+01 +1.550307274575830263e+01 +1.641800717903461759e+01 +1.386876998553213980e+01 +1.919977621210577468e+01 +1.310300788521256266e+01 +4.324683507126920290e+00 +1.231562329699991665e+01 +1.434743972455639494e+01 +6.746043066985166092e+00 +1.581252677067476498e+01 +4.732355898220461654e+00 +5.353909315870467367e+00 +1.182215103179728999e+01 +7.771244788468351317e+00 +1.155512747386389094e+01 +6.530851056529101584e+00 +8.574574632175270494e+00 +9.477237274948450363e+00 +1.325268136718169387e+01 +1.384654887908297383e+01 +2.419823233975634480e+00 +1.628649676115136913e+01 +1.316567760412544885e+01 +9.491079763435919858e+00 +1.456107997511517738e+01 +1.653124824797524184e+01 +1.744980688463057561e+01 +1.483124218285144025e+01 +1.339627293797163077e+01 +1.905248181723567313e+01 +1.142357002273966771e+01 +3.798987517557819160e+00 +1.866802446997367326e+01 +3.578195382102933308e-01 +9.344045283781767353e+00 +6.324620572904379401e+00 +1.285513191638325736e+01 +5.950414147472869786e+00 +1.438324736546928762e+01 +7.698363772662801807e+00 +1.419395466565157449e+01 +1.542166545313794757e+01 +6.102601840717056803e+00 +1.367559692610352329e+01 +1.988808227573561282e+01 +1.094830700631351306e+01 +3.991580912213976262e+00 +1.330864971634284188e+01 +1.780728774319950958e+01 +1.097342843455062678e+01 +7.012869168013097010e+00 +1.593190200461513939e+01 +3.168458703483196359e+00 +1.015889222808016257e+01 +1.057784355651142505e+01 +8.506501445976539344e+00 +1.893814497764161331e+01 +1.129045045689167637e+01 +1.417048104424259236e+01 +1.395122522091703843e+01 +5.688004652092843116e+00 +1.103471910765337327e+01 +3.945326009679916979e+00 +9.966244003242266558e+00 +1.308758162172011907e+01 +1.510978014926362789e+01 +6.542172748288550110e+00 +1.419112440080438375e+01 +1.803515674892931031e+01 +7.637322405803772085e+00 +3.387161874638887582e+01 +1.118255417529661599e+01 +1.602252662785789994e+01 +1.993801937461701357e+01 +1.266699901661127114e+00 +1.400988787876072195e+01 +2.155749555140951657e+01 +1.108691603975722728e+01 +5.555208028076677351e+00 +8.567777810187877208e+00 +5.781830134374686736e+00 +1.920989387966805850e+00 +1.105040537965003011e+01 +9.417719485669636015e+00 +4.109687670778789936e+01 +2.504460476950106340e+01 +1.621292629769507698e+01 +1.440017559021175941e+01 +2.219840524066611920e+00 +4.797496813607409649e+00 +1.834232092482751852e+01 +3.387161874638887582e+01 +7.431717699468890714e+00 +1.084156008653111769e+01 +1.314523653597979092e+01 +2.964880353752917586e+00 +1.847847112443885464e+01 +7.172877377285615808e+00 +5.966305490055077598e+00 +1.146862207287330193e+01 +9.934261187365109436e+00 +1.433467048767420238e+01 +2.063925470184845778e+01 +1.540287352631399642e+01 +1.543801693568406108e+01 +6.019282376116947830e+00 +8.610626919136493029e+00 +1.742435290715340557e+01 +1.615046341050636158e+01 +1.149003841809391702e+01 +5.277176035388620789e+00 +9.701858664889300599e+00 +5.836159919516987316e+00 +2.115387213155749180e+01 +8.544280249352866008e+00 +7.256655434727264264e+00 +1.142777042002467169e+01 +8.848913605982758668e+00 +1.416020786377168861e+01 +1.395130478895062254e+01 +1.663309443754707218e+01 +5.065310797997852887e+00 +1.333457758549198502e+01 +7.115104985542487270e+00 +1.361432041608287591e+01 +1.726827358487484787e+01 +3.381237823479750659e+00 +1.142879358114798549e+01 +1.659671679997595106e+01 +9.694354093962701313e+00 +1.151719576655011679e+01 +1.364667707987001677e+01 +1.088493723120291179e+01 +2.094850397199535053e+01 +1.438077848080111210e+01 +2.008338887225376368e+01 +1.067448600977755291e+01 +9.685109696194814433e+00 +1.143650690837067430e+01 +5.956714742075590152e+00 +1.735386023458950433e+01 +1.807244825386898412e+01 +1.172795000143979394e+01 +9.230459688037072397e+00 +1.317683024527438818e+01 +2.228908599905386723e+01 +9.744226456743732001e+00 +1.257844360127127459e+01 +1.269745807198731313e+01 +1.352424869169546184e+01 +1.210750433240465895e+01 +5.243868925440168027e+00 +9.394376706365477503e+00 +8.524516815880915033e+00 +2.302584865119384006e+01 +1.038487760798123816e+01 +1.521568459042308064e+01 +7.362856995012037942e+00 +1.239701197382002817e+01 +6.267911161640142836e+00 +2.702103990564481251e+01 +2.551210882512272349e+01 +3.057457970426527538e+01 +1.248166270803091038e+01 +2.303133546414242971e+01 +7.838772039996584340e+00 +8.272251666865614084e+00 +5.000037924080530161e+00 +8.054621496503671096e+00 +1.523084668476960246e+01 +1.348317288958958216e+01 +1.157407348863142715e+01 +2.973359427290915846e+00 +7.246270725273404878e+00 +3.798987517557819160e+00 +9.007051776617387873e+00 +7.831778315096158849e+00 +7.259628814270939756e+00 +3.088969693702736663e+00 +2.091436879319918773e+01 +9.760022506534824061e+00 +5.913225406050017341e+00 +1.132866874505610610e+01 +6.414234665034840077e+00 +1.142879358114798549e+01 +1.268443787535858291e+01 +1.266869151409929373e+01 +7.891511475355329708e+00 +7.136851741265857640e+00 +1.664090197106351354e+01 +1.565217086759764697e+01 +1.122308274025955654e+01 +1.138762968726605607e+01 +8.040604341482435302e+00 +4.105000081347284890e+00 +9.487386960496507982e+00 +1.234035942589569856e+01 +1.235915680585456755e+01 +9.022776647254715954e+00 +1.016664300829782519e+01 +1.062589978106467470e+01 +9.613589624709774739e+00 +9.559276258069971277e+00 +7.522771794895490416e+00 +1.854432501175006109e+01 +1.060510555671588406e+01 +1.120243434411894157e+01 +8.605972995966695294e+00 +1.106467431529110002e+01 +1.696444048000968507e+01 +2.743855196611727365e+01 +5.266437414049235599e+00 +1.274257827349794070e+01 +2.743855196611727365e+01 +3.888575513978366871e+00 +1.333454111342773274e+01 +1.735391432485886298e+01 +2.439703119334103576e+01 +7.635421687076387798e+00 +9.512892717596088232e+00 +1.479450141126969243e+01 +2.054393528933735524e+01 +6.817710439432559610e+00 +6.801472939852530430e+00 +5.728230368451349364e+00 +7.638628172273413952e+00 +8.069844267850811548e+00 +1.530941002096558634e+01 +7.888749729938638211e+00 +5.460722761871551256e+00 +1.722873894158810515e+01 +1.368038312969098058e+01 +1.076082146450285393e+01 +7.101162996436386265e+00 +1.544989871187335950e+01 +1.030353242441435668e+01 +1.328188083949677889e+01 +8.156743420290808899e+00 +1.881051969689528391e+01 +1.537977602590254378e+01 +1.420715364052473717e+01 +1.093610661779621296e+01 +6.547211594300904380e+00 +1.184514199867793138e+01 +8.889912434204333636e+00 +5.626363969268737719e+00 +1.072076823751088170e+01 +1.760789801168148472e+01 +1.523141624341329248e+01 +1.224738603243437751e+01 +3.707317291239291990e+00 +1.373118477843630103e+01 +1.090325212374747821e+01 +1.216612974665686409e+01 +6.839686540371801016e+00 +8.808230889221334792e+00 +6.192085411869669542e+00 +1.031772810605444590e+01 +3.723750535479553037e+00 +7.125144173526557267e+00 +2.605588822166586738e+01 +1.845633016771803625e+01 +1.106389544677638526e+01 +2.178561333732861272e+01 +6.821872124370031543e+00 +7.840070743108526585e+00 +1.464954131978423391e+01 +1.026429279291963326e+01 +9.915065264172994830e+00 +1.031163649607260879e+01 +2.098926571502144611e+01 +1.342480442061925316e+01 +4.364765006848287499e+00 +8.816794608745567530e+00 +4.540912933316249678e+00 +8.683025410465447180e+00 +5.781830134374686736e+00 +5.107728018784840174e+00 +2.696768732456077089e+01 +1.257578853214202752e+01 +6.189768304141352928e+00 +2.546670144834477867e+01 +7.117918105599656542e+00 +1.376029600489444249e+01 +2.035282187355382177e+01 +9.636984388628391685e+00 +1.814865574207678378e+01 +3.549401607420463733e+00 +3.387161874638887582e+01 +4.730521542864067897e-01 +2.430444588250739457e+01 +1.485630499868408094e+01 +2.523659701010407730e+01 +7.813650156917148593e+00 +1.446389707998228857e+01 +1.893937780579474861e+01 +6.784019914247053862e+00 +1.287810993744012933e+01 +1.001042497373940421e+01 +1.207990945336007371e+01 +6.015913557956892532e+00 +1.221609424314584658e+01 +1.458359450096912724e+01 +1.332976202285934164e+01 +9.222054047584691716e+00 +6.446704327091183018e+00 +3.406746474481647624e+01 +7.310877411973933704e+00 +8.887884639499887385e+00 +1.424458922640977221e+01 +8.548527551057858886e+00 +1.619029387850348201e+01 +9.718304462753124540e+00 +5.202259026834397559e+00 +6.614486920976673900e+00 +5.008736896290457707e+00 +1.166786269925140118e+01 +2.507058535124404841e+01 +1.352938316250023831e+01 +1.052067783283969504e+01 +9.760218532292768145e-01 +1.292075081314966667e+01 +8.515292407772534489e+00 +5.889037190742286043e+00 +6.738621352478460835e+00 +3.049887320084593512e+00 +1.237859153463928408e+01 +1.625496277735696538e+01 +5.552758123641780230e+00 +1.567901549300371755e+01 +8.902716118221732700e+00 +6.501288683097357080e+00 +1.369598909957750266e+01 +1.355712886217219193e+01 +1.524880671986308300e+01 +2.060119436980799890e+01 +1.037617394883922373e+01 +2.251357094513329571e+01 +8.254184448780037542e+00 +7.601757234856350465e+00 +5.604044249235400343e+00 +7.965381691512504858e+00 +1.085321917630133726e+01 +6.949223890766774048e+00 +1.420354328333748128e+01 +1.958754107356118368e+01 +1.265937737080041359e+01 +1.603412195103609861e+01 +5.384970810049942713e+00 +4.933266606297010526e+00 +5.008736896290457707e+00 +1.472588792009018732e+01 +1.217638262148265937e+01 +6.638750083405852820e+00 +1.050140363001268895e+01 +1.224615889191677809e+01 +9.688268105646585582e+00 +1.316360696129623875e+01 +5.122455033594249585e+00 +9.669642871826553687e+00 +1.013243445842239510e+01 +8.092263855856032251e+00 +5.367414304209013665e+00 +7.069444178220855690e+00 +1.515762792871692000e+01 +1.494984633682625486e+01 +1.004573752201410741e+01 +1.957083777974027328e+01 +1.060731525676247600e+01 +1.235474075126225557e+01 +8.274593085701937412e+00 +9.131174302634477158e+00 +1.216677291399642513e+01 +1.785717664207865596e+00 +1.667113706089503467e+01 +6.283482362237862162e+00 +9.962204371786327783e+00 +1.420715364052473717e+01 +1.837510421373478664e+01 +1.274592618664827626e+01 +8.555641609594161423e+00 +1.294559020176777153e+01 +7.267239917304451069e+00 +6.526045960594274220e+00 +8.503593736740313602e+00 +6.251188261271309443e+00 +9.186751038494520571e+00 +9.066447210571197957e+00 +6.926119599379980230e+00 +8.267117146667800398e+00 +3.561456857657699970e+01 +1.854766984267517671e+01 +7.460163329149580136e+00 +2.497861438018530578e+01 +9.954700316330701071e+00 +1.670422269072420818e+01 +9.794586115916175117e+00 +5.630397779634236599e+00 +7.867481513486950462e+00 +1.141731308842088310e+01 +9.722638346364121276e+00 +1.136318704201028140e+01 +2.213672827706807311e+01 +9.923354808728163334e+00 +3.104644279516942618e+01 +1.255397983403480566e+01 +1.046983022816917241e+01 +7.467268750900331042e+00 +2.373989656103144341e+01 +1.730877896374167335e+01 +1.203713071957275815e+01 +1.062589978106467470e+01 +1.222650630147906270e+01 +1.423784133947579278e+01 +8.946857128524811742e+00 +1.928991779121975014e+01 +1.304609143118072723e+01 +1.352424869169546184e+01 +1.740067507038159533e+01 +6.828575424708091646e+00 +2.031380773752975699e+01 +3.546064256415078830e+00 +7.584373921555766174e+00 +9.159248892254382213e+00 +1.168770346917459335e+01 +1.146057543400213774e+01 +1.669926748562905061e+01 +3.876031328324089031e+00 +1.295239324946564352e+01 +1.171224785107376931e+01 +1.557991384070585639e+01 +1.868487434509671630e+01 +1.492973511021068589e+01 +2.251357094513329571e+01 +1.564523131307642245e+01 +7.187671491110862121e+00 +1.176120405737275121e+01 +8.845963559947136901e+00 +1.393125118018950559e+01 +8.094127869485035376e+00 +1.468604642560814000e+01 +1.475218423120611533e+01 +1.333866477793387162e+01 +3.662260075250792113e+00 +1.884132390737501339e+01 +6.263467277193896621e+00 +1.104031057518457715e+01 +4.320534064278618303e+00 +8.306912898714514881e+00 +8.120490099072100065e+00 +6.198820712298825697e+00 +1.740546364399547485e+01 +1.366409574117085413e+01 +1.055945305920002397e+01 +7.340142698001884014e+00 +1.042122784798490898e+01 +1.320503083530358879e+01 +1.245523036032311381e+01 +3.498648019487347938e+00 +5.452464743889642307e+00 +1.849205135241449227e+01 +1.772931724250125285e+01 +1.677680451803298922e+01 +5.643397438066543259e+00 +1.112944464738333750e+01 +1.031163649607260879e+01 +1.321953557488018305e+01 +1.115071778395483193e+01 +8.599757747763149496e+00 +1.005181132899465979e+01 +1.000288902142986558e+01 +1.159612330484189613e+01 +1.502133545200945264e+01 +2.567825075305634641e+00 +1.589511391659223705e+01 +1.498902578606376323e+01 +1.267032879396103340e+01 +7.954614226261526255e+00 +1.071667997507478276e+01 +6.350324842917729029e+00 +1.977480253215919959e+01 +1.355282135254174136e+01 +1.005975056478027341e+01 +1.234534914889677282e+01 +1.439694314950102694e+01 +2.078147903608680735e+00 +1.244238936023216979e+01 +7.647166958512556789e+00 +1.040669110055827673e+01 +9.060023623246522106e+00 +2.211995969795435713e+01 +1.152958768615650342e+01 +1.991209640503205947e+01 +1.459542361440030334e+01 +8.125808020032110335e+00 +7.541323422394484055e+00 +1.046174296711139107e+01 +1.313521210404444162e+01 +1.271510016208942773e+01 +2.067106769265159016e+01 +1.638828424980341936e+01 +1.259141516880008282e+01 +8.345276030705761627e+00 +2.042115142671920580e+01 +2.040796202061616782e+01 +1.293511972042915659e+01 +7.078160511132153943e+00 +8.817225273156452658e+00 +6.459266671628455470e+00 +2.975646143080705031e+01 +8.686873119333327509e+00 +1.331593172896197075e+01 +1.116483989831307611e+01 +9.037916097040294972e+00 +1.158142106053745124e+01 +8.332986758459981047e+00 +1.177068938199022341e+01 +1.598968064943909440e+01 +2.103229334350466218e+01 +1.397147315915044885e+01 +1.903993940364024695e+01 +1.587598943512777794e+01 +9.709786063564564529e+00 +7.228056394541823693e+00 +4.938183699635075641e+00 +7.847223991622286121e+00 +1.605889427328195040e+01 +1.497770066252205368e+01 +1.938390518496889570e+01 +5.000037924080530161e+00 +1.893814497764161331e+01 +8.146629449129264344e+00 +5.547738680176735215e+00 +4.725203473493962747e+00 +1.425603232703788592e+01 +1.230313299776885572e+01 +2.302584865119384006e+01 +1.936246119768301810e+01 +1.037774510960112195e+01 +8.864925397420151398e+00 +1.152857504404251188e+01 +1.182116013824830247e+01 +2.190438507652805811e+01 +2.190438507652805811e+01 +1.988569242626553546e+01 +1.157981026191576746e+01 +1.541292381079499307e+01 +5.792467715730197142e+00 +8.596043969950102337e+00 +5.051294441876393648e+00 +1.091209445057079108e+01 +1.218892758573637991e+01 +5.475206234364023317e+00 +6.876715833621219076e+00 +1.078404879523206716e+01 +1.056359382905660027e+01 +1.122410428128293347e+01 +1.406970630016952839e+01 +7.172443215236398828e+00 +1.101646965908325626e+01 +6.218810025424772903e+00 +1.381303086741472441e+01 +8.460524980880009593e+00 +2.190762713003790907e+01 +1.442939596604541919e+01 +1.078642406356156869e+01 +8.018446954755390266e+00 +8.610108471420588216e+00 +8.230500024394061143e+00 +1.358257889981425137e+01 +3.875058802296990734e+00 +4.732355898220461654e+00 +2.031017526945508678e+01 +1.200122303311093219e+01 +9.476817100416425887e+00 +9.639697573851023549e+00 +7.823291125719762817e+00 +8.076261877317264748e+00 +9.614924842447479136e+00 +1.827980400545897055e+01 +1.985740954119862067e+01 +1.900788984360703182e+01 +1.491414925514835943e+01 +1.289269438274220647e+01 +1.833631998762716364e+01 +9.933704804786103182e+00 +1.578737232725906381e+01 +1.431345486566625880e+01 +8.392404073280417265e+00 +6.616815904209488508e+00 +1.992312810050229643e+01 +4.324683507126920290e+00 +9.465684180746066545e+00 +6.843629472574420447e+00 +1.657369794767963356e+01 +9.972836488918389364e+00 +9.427154066431043589e+00 +1.157407348863142715e+01 +1.462096844795954098e+01 +7.853798864254684986e+00 +1.312745208969839439e+01 +1.028648235292943980e+01 +1.276078963877515093e+01 +1.652542345128769341e+01 +1.005418837009044353e+01 +1.517182664838689732e+01 +6.403876773532616085e+00 +5.917568783847158898e+00 +3.387161874638887582e+01 +1.327056487726585488e+01 +1.330731066849078559e+01 +7.470628346036960465e+00 +1.407307838590165261e+01 +1.315127524133994541e+01 +1.461906287577663477e+01 +3.654407304660992395e+00 +1.761584199729455236e+01 +7.331415414622156845e+00 +1.352424869169546184e+01 +2.117233846035563261e+01 +7.268573579497640935e+00 +1.007805617127270637e+01 +1.929798254023214099e+01 +1.207950475289698034e+01 +9.098721152822577096e+00 +1.988808227573561282e+01 +1.762793637765643950e+01 +1.457995814583171068e+01 +5.701864067379958101e+00 +7.056261569507313425e+00 +2.023951079615623883e+01 +1.251830773428271470e+01 +1.244919955372076004e+01 +8.263252038826848889e+00 +2.004630552907559604e+01 +6.988318110216553691e+00 +1.158379367215592026e+01 +1.132899457955402056e+01 +1.199179478098895402e+01 +1.491601400538630173e+01 +1.092799930959070309e+01 +3.405735095653784583e+01 +6.961332676947719733e+00 +9.820241629195081146e+00 +8.687486514628730561e+00 +1.079716632387500397e+01 +5.231490385045560743e+00 +4.041848426788348547e+00 +1.091829660872259922e+01 +5.008736896290457707e+00 +1.070003201744867738e+01 +8.563926329589548914e+00 +1.374648158857129943e+01 +1.675791592688099740e+01 +1.078551847678048148e+01 +3.342913583541827904e+01 +1.133352142595622070e+01 +1.662112489352442424e+01 +1.004756246627647442e+01 +6.899374956075263299e+00 +6.596404599977702787e+00 +1.418468110240040403e+01 +1.189754590133762235e+01 +6.795461744058371778e+00 +3.387161874638887582e+01 +1.117028620643969816e+01 +8.241234281287532326e+00 +2.460225335355188747e+01 +1.085075581519548393e+01 +1.462076656329692526e+01 +7.492806076460936993e+00 +3.392068896858290827e+00 +4.052250197262253550e+00 +1.368596655020088804e+01 +1.059923266471821535e+01 +6.008535240188308535e+00 +1.225643143498680843e+01 +1.342361125816127299e+01 +2.877798869090783285e+01 +1.089934528674568526e+01 +1.214862004461966194e+01 +1.954040390940012628e+01 +1.654945654164738755e+01 +1.317924485126567902e+01 +1.102466390635586890e+01 +1.471340268377403504e+01 +1.112714239034252728e+01 +1.352424869169546184e+01 +2.498117286090901246e+01 +1.433711643184707896e+01 +1.051607425695334541e+01 +1.536472869918580386e+01 +1.541502216001961756e+01 +1.424929910705270686e+01 +1.595042255981084622e+01 +6.285232483173800233e+00 +4.957147538710117374e+00 +1.252737919025773294e+01 +1.470941438616948460e+01 +6.419595208690722643e+00 +1.173755112303562953e+01 +1.153685025135315811e+01 +9.056245406071255388e+00 +1.281268124780375217e+01 +9.707646353839379572e+00 +2.901619778683826212e+01 +9.463047615797421486e+00 +8.742632658635258736e+00 +7.795623752965866515e+00 +1.793999735569593668e+01 +2.405628039208195901e+00 +2.153908742733632664e+01 +3.448903386754267331e+00 +1.011494583157198690e+01 +1.535983750747247711e+01 +1.354167941860340818e+01 +1.023843805658796668e+01 +4.572034384753962399e+00 +2.239248839948815828e+01 +7.397577750315946332e+00 +8.260330356100766380e+00 +6.251188261271309443e+00 +1.411807542331246168e+01 +1.521452865345703742e+01 +1.040223871795878097e+01 +1.073477998065283145e+01 +7.579571297741310332e+00 +3.678080640973647064e+00 +9.155439190749817158e+00 +1.451424077577468097e+01 +1.114867775451227772e+01 +2.318046606135895615e+01 +1.579250975329937035e+01 +1.575119370196478030e+01 +7.965381691512504858e+00 +1.988808227573561282e+01 +4.011872345697256037e+00 +1.097450541280623781e+01 +1.288337803080480626e+01 +1.714160381744510175e+01 +1.960583333883177204e+01 +1.101898809929748779e+01 +1.322961862337220396e+01 +1.107706768630664840e+01 +6.024512553841503859e+00 +7.698220602198404094e+00 +6.384441319004437787e+00 +9.436087067801750550e+00 +1.123103545574868178e+01 +7.155608747739378828e+00 +5.435878446417603982e+00 +6.836404733467503547e+00 +6.027060096850746618e+00 +1.110635997118586715e+01 +1.057121837351721183e+01 +3.019968993623230347e+01 +9.236390192261197285e+00 +7.969421956523049744e+00 +1.273651486020885670e+01 +1.765161851304596041e+01 +1.125094448072178466e+01 +1.617409186946322563e+01 +1.863334733362943041e+01 +1.135410359982218154e+01 +1.997688453289788413e+01 +2.513568074196797397e+00 +1.263024732262843486e+01 +8.910661144084528473e+00 +4.498740278363456468e+00 +7.165659811175316918e+00 +1.648206183187431861e+01 +1.464954131978423391e+01 +8.646329616639732762e+00 +1.458148530195346382e+01 +1.119808134734800831e+01 +1.353448039881939735e+01 +1.778453997927796593e+01 +1.740966693083009886e+01 +6.560608414473023231e+00 +8.664900573771973313e+00 +7.159048298976856017e+00 +1.502070313580242100e+01 +1.044411046157665623e+01 +2.729542176117206509e+00 +5.253378773308412519e+00 +1.361432041608287591e+01 +9.900732273616881685e+00 +6.956842015646344635e+00 +1.064780628401305762e+01 +1.149591036405034572e+01 +1.147473757833994057e+01 +8.073050676030774753e+00 +1.826242282670314410e+01 +1.699971380305369451e+01 +1.766633468988742095e+01 +1.207990945336007371e+01 +1.072735907086375562e+01 +1.268587228805675693e+01 +1.110661829371412068e+01 +2.077478695124706576e+01 +9.547983705560170620e+00 +1.880187541926095207e+01 +1.863500551489318013e+01 +1.221834991661327763e+01 +1.276532714487163389e+01 +1.722637030675180370e+00 +8.525961104655991107e+00 +1.396038145038539824e+01 +1.848334828768997795e+01 +1.208551998459780918e+01 +1.003745062346499139e+01 +1.545073248015884815e+01 +6.375350891250363361e+00 +5.459566318642487204e+00 +1.437168643417491865e+01 +1.352145758979901302e+01 +1.138172385519004592e+01 +1.464954131978423391e+01 +1.271530380758059664e+01 +1.265150215093231623e+01 +8.274270994203902774e+00 +1.309677318506375343e+01 +5.838919987262144673e+00 +6.131394842407487999e+00 +1.202318739008572379e+01 +1.321464995451765390e+01 +5.625953514963370594e+00 +1.664837237583427054e+01 +3.881373790758239295e+00 +5.701864067379958101e+00 +2.871633020039115536e+01 +1.368249185882480390e+01 +1.969661424164459618e+01 +1.753369164697080862e+01 +9.552473801942866771e+00 +1.093416321325736362e+01 +2.798894428784227273e+01 +1.778453997927796593e+01 +1.993089847696126071e+00 +1.520961918589711104e+01 +7.053782154391853965e+00 +1.792403824641881727e+01 +1.075409832281310685e+01 +3.827131740423780570e+00 +1.203609068606645849e+01 +1.748805492995262512e+01 +3.387161874638887582e+01 +1.124651840329759978e+01 +8.691332714518935632e+00 +1.908512680331794797e+01 +1.893814497764161331e+01 +2.032238777853979173e+01 +1.148805081300861275e+01 +1.492985498184673077e+01 +7.803066382113954091e+00 +3.031388224300869183e+00 +1.168316589893848345e+01 +1.070003201744867738e+01 +1.279031156579641504e+01 +1.195221061271581675e+01 +1.131160091826171765e+01 +1.172680345361429488e+01 +1.522201094914680652e+01 +1.230830885945729847e+01 +6.300519743721551436e+00 +3.881373790758239295e+00 +1.273393447765280939e+01 +4.589286652855435023e+00 +7.751603267039428147e+00 +6.838914370816652877e+00 +1.039545128978078026e+01 +1.964327060695941896e+01 +1.084791370195864602e+01 +1.231853391618061266e+01 +1.619769824214949949e+01 +1.174425711172916920e+01 +8.650761010173980026e+00 +1.322061113296472001e+01 +1.792175625132516359e+01 +2.964880353752917586e+00 +1.475218423120611533e+01 +1.194731073327754700e+01 +3.369666359194484073e+01 +2.299069118468875672e+01 +1.368596655020088804e+01 +2.388055720635560419e+01 +7.509266062175655065e+00 +8.195979175163799368e+00 +3.346458197279090996e+01 +5.559534888458429691e+00 +1.363657905586025265e+01 +7.893343056627756482e+00 +2.743855196611727365e+01 +1.495035464175774109e+01 +8.887072178166306458e+00 +7.456389252523507594e+00 +1.685382970512782208e+01 +1.064532469775588197e+01 +1.576696908755326376e+01 +1.040874329372685736e+01 +1.896956186751052087e+01 +7.152816778290883803e+00 +1.335352332920862750e+01 +2.080596917770125742e+01 +1.118730665506221555e+01 +5.974415161029241972e+00 +6.037404712286729591e+00 +2.128621535474572113e+01 +9.912997932548407221e+00 +9.273939958253009763e+00 +1.246120249615543685e+01 +1.242733653020039242e+01 +8.218951233445238813e+00 +1.815608669654081098e+01 +8.626568505357056438e+00 +2.605588822166586738e+01 +1.618775107468020735e+01 +2.114583459649250585e+01 +2.388055720635560419e+01 +2.560581266827972513e+01 +6.746490598591122989e+00 +2.087104848919237554e+01 +1.330365621642437191e+01 +1.190085348062262938e+01 +1.300574777265299531e+01 +9.159084533039390408e+00 +9.992868762011852368e+00 +1.420665053122989718e+01 +1.271510016208942773e+01 +1.000523692159102040e+01 +2.134516710508992787e+01 +1.507550641967065985e+01 +9.401906553488686313e+00 +1.449743650355411262e+01 +1.307383066699621565e+01 +1.109990057760715843e+01 +2.340041820547074281e+01 +1.188902041104704210e+01 +1.171968668097406407e+01 +2.063378582037807973e+01 +1.269341867427139903e+01 +7.000340328836813342e+00 +1.339749012121801286e+01 +1.492832237067283074e+01 +1.274502826882201134e+01 +1.451442510775935091e+01 +4.938183699635075641e+00 +1.003929090828107462e+01 +4.478463304754114915e+00 +9.538159779285621198e+00 +1.041993599759423716e+01 +1.417275981674531238e+01 +1.018171361154300314e+01 +9.152958564784995588e+00 +1.819824614875521718e+01 +1.595504153867075559e+01 +6.414234665034840077e+00 +1.387584149531730304e+01 +5.438220182506228184e+00 +8.873844543866624690e+00 +6.024989121363518052e+00 +1.368596655020088804e+01 +2.743855196611727365e+01 +1.532576704665635248e+01 +2.314920086513218678e+01 +1.074315007318747917e+01 +9.043648146280403921e+00 +6.218810025424772903e+00 +6.251188261271309443e+00 +7.558173439292602325e+00 +1.973916602066540804e+01 +1.368596655020088804e+01 +2.039309040971085096e+01 +8.683025410465447180e+00 +1.438939582200268319e+01 +6.943265642666546000e+00 +6.931431284029613948e+00 +7.161190795753199723e+00 +7.863672952466657762e+00 +1.433711643184707896e+01 +2.227416988334509540e+01 +1.490915628926019565e+01 +3.805371101640233178e+00 +5.505592238123455218e+00 +1.978273921878938779e+01 +1.352986318412482092e+01 +1.281975941989132650e+01 +1.126395621769785294e+01 +8.489767641864503389e+00 +8.239777082492736326e+00 +1.560558972722061810e+01 +2.012047603171990318e+01 +7.685088051430000178e+00 +8.365326918375899368e+00 +9.517816525482160728e+00 +8.751395528525719669e+00 +1.469957314251719538e+01 +3.599685721554180873e+00 +1.638837605935026431e+01 +1.978283763570176745e+01 +8.260330356100766380e+00 +8.916195065256374619e+00 +1.945529696241311512e+01 +2.190720756699244021e+01 +1.032439806897635037e+01 +1.800286913346435824e+01 +9.377118255743496888e+00 +1.137501082432443411e+01 +1.227691548784628139e+01 +3.387161874638887582e+01 +1.670371654299935926e+01 +1.809993600078868781e+01 +1.032411047307381580e+01 +6.156332550406787618e+00 +8.204399984711017169e+00 +1.012348291404910583e+01 +1.473777505321096726e+01 +6.532994371952256074e+00 +1.714070044686634731e+01 +7.055619369920549389e+00 +1.438943900907618456e+01 +9.408962999439424379e+00 +1.926556517766132970e+01 +5.420316540839024810e+00 +1.522380068403451503e+01 +9.034359464324637656e+00 +9.812526224031884681e+00 +4.859545872178131276e+00 +7.786809955551291296e+00 +1.112648070771450648e+01 +1.528390144468517065e+01 +1.259818576541132984e+01 +1.204341223689044682e+01 +1.625976893992049099e+01 +6.815048274214483115e+00 +9.416789314804390187e+00 +4.360618374272107189e+00 +9.892182076595645412e+00 +1.207702805647804212e+01 +1.067686823896860915e+01 +1.305948151018492354e+01 +1.730877896374167335e+01 +7.649733060498761006e+00 +8.012634838234674817e+00 +1.491977503651473569e+01 +1.513091730412716629e+01 +1.727234516563883915e+01 +1.884061065803348356e+01 +3.766568030344556917e+01 +9.022606301230354120e+00 +1.777527705137805469e+01 +1.652624375728808559e+01 +1.243443080644709653e+01 +5.695962663327961195e+00 +5.853939774769997939e+00 +7.373003690507758279e+00 +8.824726229560170054e+00 +1.010288020190390057e+01 +3.717565686205801967e+00 +1.377665400703725140e+01 +1.140435380291893352e+01 +1.278559070797533082e+01 +6.371689332183777310e+00 +1.830091317777937832e+01 +2.774519951168663567e+01 +1.128772519732576995e+01 +8.675188612342694228e+00 +5.575180346885943550e+00 +1.098414069483813194e+01 +4.077552019190619603e+00 +1.354355259809314305e+01 +1.445977860771951384e+01 +1.188152109593363548e+01 +2.179900798759717873e+01 +7.486454139946374653e+00 +8.677163377784935960e+00 +8.855521591960922478e+00 +2.152055569020573955e+01 +5.247562881529248102e+00 +1.900884558212608511e+01 +9.745472479167858637e+00 +1.950216383068422488e+01 +1.310972408655004529e+01 +5.168228679628967370e+00 +1.903476237177481778e+01 +8.739004747828218456e+00 +1.082074021185660229e+01 +1.652542345128769341e+01 +1.099307920337963651e+01 +6.749460952829039684e+00 +6.510981633529183910e+00 +1.500796774097997854e+01 +1.001287375591388695e+01 +5.624957468213096945e+00 +8.173551301646156730e+00 +1.468947233219951443e+01 +1.257370676701850698e+01 +1.452062569020333171e+01 +1.249031889780118831e+01 +1.021112862963370560e+01 +6.010799867020679699e+00 +1.264889082660086217e+01 +6.531663527810181336e+00 +8.368935621212912679e+00 +4.663065669624657517e+00 +1.871291989958642432e+01 +1.216707630884828006e+01 +5.580865982948481019e+00 +1.057151824184889222e+01 +9.645246781215107035e+00 +6.735666422478288951e+00 +1.032941217674331824e+01 +1.267955844178820257e+01 +5.435878446417603982e+00 +2.190438507652805811e+01 +9.125212416593186049e+00 +1.102991528372587027e+01 +1.589511391659223705e+01 +5.794683754189051683e+00 +2.729114926884467707e+01 +6.850782022956721562e+00 +1.505776213799158825e+01 +1.666400302871728911e+01 +3.612718563533860561e+00 +9.977854127004988527e+00 +6.814475088630686628e+00 +1.545979561477136599e+01 +2.504460476950106340e+01 +2.312471460558002434e+01 +5.701864067379958101e+00 +1.002451396336995515e+01 +2.605588822166586738e+01 +1.676088408555342824e+01 +1.017464548624300846e+01 +1.174912004186778347e+01 +7.101884876729656071e+00 +2.023645990343896983e+01 +2.015515779484904613e+01 +5.386762648292346967e+00 +1.198733312552894859e+01 +6.315010308997344168e+00 +5.730972666380282021e+00 +1.446377029707267070e+01 +1.327056487726585488e+01 +3.387161874638887582e+01 +8.423310827866558270e+00 +1.445169576993198746e+01 +1.337171324530368111e+01 +2.849466672208961882e+00 +1.159372920529460771e+01 +6.692709595984325688e+00 +1.217117057225900112e+01 +8.555239437295782068e+00 +1.722800789742913707e+01 +1.359023577551120354e+01 +5.202604007608087500e+00 +7.116692833927402262e+00 +1.018433112318490430e+01 +1.222572243936701852e+01 +1.099249690296994686e+01 +1.764452589373452440e+01 +9.973793020888152228e+00 +6.370032199410445628e+00 +1.484766677995602890e+01 +7.953893176460425707e+00 +1.565025401934056504e+01 +8.699801116446337801e+00 +1.199368492678850373e+01 +6.918445338678509415e+00 +6.616461905131785670e+00 +1.061271078353502162e+01 +1.185182059159468793e+01 +1.560462370011403266e+01 +3.574690648026134454e+00 +4.701051546462849728e+00 +1.470739760436551080e+01 +7.133983974497610347e+00 +4.575272794820378408e+00 +9.038512865836395349e+00 +1.160429503385516625e+01 +3.671793646006136669e+00 +9.638678639268064785e+00 +1.066051697523707276e+01 +4.508075141172000144e+00 +1.982051825099844677e+01 +1.286348501351889695e+01 +1.117971891908513271e+01 +8.499886927151763416e+00 +1.129979408641207783e+01 +1.241767125599270116e+01 +4.912824959492922972e+00 +1.355040195252036028e+01 +1.129304585308578623e+01 +7.716838768109852253e+00 +1.812307127763560288e+01 +1.356427511861687663e+01 +1.195982129767645574e+01 +4.873366980038085217e+00 +6.344956603403346662e+00 +1.452877368315996875e+01 +9.416928332647501065e+00 +8.365326918375899368e+00 +3.184841539831209900e+01 +5.839262199081503013e+00 +9.459067370497024285e+00 +2.298326587025066203e+01 +1.275330553240247866e+01 +1.959572232443814244e+01 +1.060437011506498095e+01 +1.222970026787041320e+01 +3.598051788627373071e+00 +1.855262338206213713e+01 +1.648538709736442343e+01 +1.510930280245564461e+01 +1.193313240017143073e+01 +1.040160721035456959e+01 +1.275565541248143120e+01 +1.102854917185304373e+01 +1.310629931662789716e+01 +1.318480590351305182e+01 +1.264861562134677797e+01 +5.529548702529226034e+00 +1.070003201744867738e+01 +5.244184223380514709e+00 +2.090816396362608032e+01 +9.749945396780717033e+00 +3.387161874638887582e+01 +4.247986090495217582e+00 +3.810942474005059921e+00 +1.500118555716200319e+01 +1.272925304795647605e+01 +8.345773547966786055e+00 +6.218810025424772903e+00 +8.473749209927902371e+00 +6.987577544653163386e+00 +6.256098517332290498e+00 +5.309892579172554861e+00 +1.075709313195038419e+01 +5.501986644559067940e+00 +7.584943188275403259e+00 +1.490816519882609725e+01 +7.803066382113954091e+00 +8.386187679609264478e+00 +9.018134277782792196e+00 +9.486099943978459237e+00 +1.949855021919803733e+01 +5.939666750301199727e+00 +2.172732947110316104e+01 +1.193588973341300630e+01 +3.553810619733303611e+01 +1.062589978106467470e+01 +1.059520419564357496e+01 +6.553925715348000836e+00 +1.535761655613748644e+01 +1.608024331090183523e+01 +3.255441360706129217e+00 +8.453699697643585864e+00 +7.446674227718702355e+00 +3.387161874638887582e+01 +1.002602050913183973e+01 +1.047575959743009832e+01 +1.458265016150532745e+01 +1.067839509385133567e+01 +2.877798869090783285e+01 +1.386862859666372572e+01 +1.010880658886419781e+01 +6.012393946895571162e+00 +1.345023680980955305e+01 +1.890623389064080584e+01 +1.062102535807095194e+01 +8.640254395187767500e+00 +9.227867246427109649e+00 +1.948489005950619912e+01 +1.932970698181591729e+00 +2.159526726996722346e+01 +1.636225742581659404e+01 +9.529556415146615223e+00 +1.878350680900508962e+01 +8.270919855229820428e+00 +2.819440183710155168e+01 +1.817113768628139781e+01 +1.647348249424844369e+01 +2.605588822166586738e+01 +6.904247855240555509e+00 +9.480199098516550293e+00 +9.904182503303701424e+00 +1.533152062825935502e+01 +1.325527811114299936e+01 +4.770818839778456777e+00 +2.176042382365434946e+01 +1.261062072031072034e+01 +1.207086628276266538e+01 +4.287986318327355661e+00 +1.741723196791821238e+01 +5.126340211585855400e+00 +3.295076765196751012e+01 +1.903603832326669476e+01 +1.167072247208848523e+01 +1.036889839680998193e+01 +9.284949702714285991e+00 +8.235146171039417595e+00 +1.826242282670314410e+01 +1.455839088784158264e+01 +7.972577499160564685e+00 +1.472462242105098085e+01 +1.656402221573002009e+01 +9.738433392950256007e+00 +6.337216648284694998e+00 +5.297082930307695392e+00 +9.417490295411823809e+00 +1.854943921320271727e+01 +1.910155799465732684e+01 +1.637734602151296315e+01 +8.427334751675289226e+00 +6.258346608754308704e+00 +1.287727933492489285e+01 +1.527729843144868482e+01 +5.970995725244080177e+00 +1.103828712275969792e+01 +1.721121919551592327e+01 +2.582869563271370339e+01 +1.220868337672868620e+01 +2.026107740756299336e+01 +9.184363622077071909e+00 +2.190438507652805811e+01 +1.003744858984197208e+01 +1.905997731998681388e+01 +6.428591611342753254e+00 +6.218810025424772903e+00 +8.260352371135724070e+00 +1.662177636340682341e+01 +2.555663220162678329e+00 +1.237567665031866682e+01 +1.893814497764161331e+01 +1.663162636885070356e+01 +1.743168984715714487e+01 +3.416385321315118517e+00 +9.150848376050049637e+00 +1.363096495894804150e+01 +9.257752977064782840e+00 +8.441381377436414368e+00 +1.093787457231391613e+01 +1.167016954029816134e+01 +8.202311076682804014e+00 +5.915622729526688772e+00 +8.889448161718021879e+00 +2.412782450921703514e+01 +1.062102535807095194e+01 +1.149591036405034572e+01 +8.699009189023385602e+00 +1.142879358114798549e+01 +9.520875258877694591e+00 +1.591165387505786555e+01 +3.158160052675758322e+01 +8.888101530291777408e+00 +1.324455117787684344e+01 +1.086332036858919992e+01 +1.769556275046009830e+01 +3.464175696368442914e+00 +1.199929379449396549e+01 +9.463047615797421486e+00 +8.964315879266379739e+00 +6.817462779651194182e+00 +1.340538999035581469e+01 +1.499970633238618234e+01 +1.488250804726160936e+01 +5.302458287048779084e+00 +2.351429333557568668e+01 +6.420099164659632152e+00 +5.326227418966723803e+00 +1.133533377326288871e+01 +5.855292344039241925e+00 +9.316840357841030595e+00 +1.291747137146361979e+01 +1.196653294754609931e+01 +1.563294893990151024e+01 +1.659891514430013615e+01 +1.379380924945489539e+01 +9.997448118211593737e+00 +1.287602883347486227e+01 +6.646651587508074499e+00 +1.369837209782825482e+01 +1.552101896005942194e+01 +4.938183699635075641e+00 +9.441315775122063769e+00 +6.912269858439032078e+00 +2.256225973808088270e+01 +6.471238664260468454e+00 +7.448867047451074086e+00 +8.041551920112681273e+00 +1.863500551489318013e+01 +2.028080464725329080e+01 +1.384654887908297383e+01 +4.009564490522066649e+00 +6.414234665034840077e+00 +8.709660400921322321e+00 +5.135910515543812949e+00 +8.967039947797218247e+00 +1.452362234690700404e+01 +7.340929997681044483e+00 +1.060334668136496816e+01 +2.246020307654345061e+01 +5.870469948560156581e+00 +1.285123079851611294e+01 +1.067855142371003296e+01 +6.635173742212217007e+00 +9.859592582647039194e+00 +4.740983645957342674e+00 +1.134123896184051716e+01 +1.310701619288124675e+01 +9.287860285747342459e+00 +1.952985549900411399e+00 +1.131009903566203434e+01 +1.823454545861117992e+01 +1.053079832140871019e+01 +5.737301990369843452e+00 +6.798834257573673767e+00 +2.144097281301561964e+01 +5.486073069836393756e+00 +1.369928987493386785e+01 +1.248808136641319777e+01 +5.726262992304583577e+00 +2.211759152056146149e+00 +7.221407422542995391e+00 +1.709651564962958048e+01 +1.690560223108678883e+01 +1.504189221658641884e+01 +4.617863823312589489e+00 +7.867328384791065332e+00 +1.040277119293178032e+01 +9.733929937472240113e+00 +8.365326918375899368e+00 +1.545531664910963343e+01 +1.470015942857598645e+01 +8.923396387500915239e+00 +1.738024162004364825e+00 +7.566157852895329938e+00 +7.084504855382917299e+00 +1.882837129574598123e+01 +1.177906384783139515e+01 +8.545636753532818375e+00 +1.730877896374167335e+01 +1.314523653597979092e+01 +3.372217148110465246e+00 +8.686504654920810253e+00 +1.176899198172186800e+01 +2.242314175484787597e+01 +2.034474218511022059e+00 +2.584586607727190710e+01 +1.618783913671943253e+01 +5.705185873969966792e+00 +1.118579476113835369e+01 +1.327106403934183732e+01 +7.246270725273404878e+00 +8.531874438518485704e+00 +1.469114841853688347e+01 +2.548509190401252056e+01 +1.176792247302175554e+01 +-6.916851153046081890e-01 +1.769720987552037172e+01 +7.938099992932194482e+00 +2.721704266097522407e+01 +1.048458251943613107e+01 +1.362345224040994651e+01 +5.040911619643182462e+00 +1.170354618654660328e+01 +1.115959025915114466e+01 +1.435073119146632337e+01 +1.351270624919074237e+01 +1.252110257071785782e+01 +1.526968763189540823e+01 +1.755371889612879954e+01 +8.572384048619426267e+00 +8.446388440171645584e+00 +1.117572646717903240e+01 +1.494872361051548637e+01 +8.834052619038672560e+00 +1.312115027881783647e+01 +2.030634106581649689e+01 +2.090816396362608032e+01 +1.837749922968319538e+01 +-3.015393388159210986e+00 +9.453971180922238204e+00 +2.026028348502384802e+01 +8.047741352082326216e+00 +2.128075088837802298e+01 +1.690560223108678883e+01 +3.049887320084593512e+00 +2.546670144834477867e+01 +2.312471460558002434e+01 +8.734186377822325653e+00 +9.369554880524177065e+00 +1.304609143118072723e+01 +6.001887841749095287e+00 +6.281096889965411378e+00 +1.023016646670308205e+01 +1.722637030675180370e+00 +1.305437712782396886e+01 +1.539612209638971763e+01 +1.303360919137354301e+01 +1.527011540772274145e+01 +1.926911954325639442e+01 +1.090934974425026383e+01 +8.357468138296681559e+00 +7.043107103604285157e+00 +2.015515779484904613e+01 +1.112007236399836074e+01 +1.021336671168600674e+01 +7.887263095572436100e+00 +4.983607042574490720e+00 +9.775887281571968401e+00 +6.145274004310124383e+00 +3.668729706453262907e+00 +1.467157895545420843e+01 +1.540754960180922239e+01 +4.623876888310846311e+00 +1.492832237067283074e+01 +1.554114727802503637e+01 +1.592869264995033518e+01 +4.445080443024764350e+00 +2.605588822166586738e+01 +1.474676222340791298e+01 +9.587782126868987120e+00 +2.066056532665521672e+01 +1.437415327909896234e+01 +5.253378773308412519e+00 +1.285822324146192841e+01 +1.361432041608287591e+01 +2.784721121796565058e+00 +1.265374585139304031e+01 +2.051483347670077251e+01 +8.189594892893211409e+00 +7.963652590699055622e+00 +1.355430083888816739e+01 +5.122814837694861012e+00 +1.072396708937779408e+01 +8.430032660696994640e+00 +4.109687670778789936e+01 +5.701864067379958101e+00 +1.200246330804432660e+01 +1.172500939137799492e+01 +3.372945050072715389e+00 +9.002834865090960648e+00 +1.909305364488434975e+01 +2.982018781248123673e+01 +1.521240286518343510e+01 +5.136299220822394318e+00 +5.059132004783265302e+00 +5.928823043064028298e+00 +1.755358661328624237e+01 +9.279054710017447860e+00 +1.769788765395219343e+00 +1.014269511675639990e+01 +1.219907647644933490e+01 +1.042512897551115714e+01 +2.985411254561479666e+01 +1.405406896804682049e+01 +3.680352641603548136e+00 +2.282922433287691888e+01 +7.037128866236315616e+00 +1.543180494625377719e+01 +9.007708060772344538e+00 +1.340604144035167167e+01 +1.464073917723787588e+01 +1.860125318704891129e+01 +5.591886608776562184e+00 +6.638593127584528020e+00 +6.103042878369961954e+00 +6.623897472996574720e+00 +1.970136056639817923e+01 +1.438576552952554266e+01 +1.920989387966805850e+00 +1.429758383131688504e+01 +1.805941921456913235e+01 +1.555578522789747353e+01 +7.972597430150528908e+00 +1.410801059917734790e+01 +1.180630952288747437e+01 +9.760218532292768145e-01 +6.298186236340072242e+00 +1.026825696435258806e+01 +1.677941917008254791e+01 +3.387161874638887582e+01 +1.095089397731554470e+01 +1.481629344087725997e+01 +9.363485979679538218e+00 +7.721534234812821751e+00 +2.112584456301578939e+01 +1.156651244610064566e+01 +8.105543942787463152e+00 +1.500668413877070861e+01 +1.511089426355438547e+01 +9.159763803524882064e+00 +4.092182762858179501e+00 +1.477507763845351008e+01 +3.654407304660992395e+00 +1.643930470959787726e+01 +7.101162996436386265e+00 +8.097716952299023774e+00 +1.644856236262957339e+01 +1.585150423578230061e+01 +1.199197523128361809e+01 +7.221645541859885498e+00 +1.271510016208942773e+01 +1.707293198634292253e+01 +1.319735060619822775e+01 +9.422863325399561063e+00 +2.103220784504109986e+01 +1.276061861625963445e+01 +7.736462463129413436e+00 +1.007778568084398785e+01 +1.281635964709465725e+01 +9.745062076908467930e+00 +1.042122784798490898e+01 +9.168670037041167120e+00 +1.622708895662724160e+01 +1.065429730944381959e+01 +8.981849478170758516e+00 +8.782336476824511351e+00 +1.048601472705142612e+01 +9.600258738233250710e+00 +1.531769889878766833e+01 +9.873046745522003675e+00 +1.368880293788647862e+01 +6.482052447703239295e+00 +2.546670144834477867e+01 +1.860001309314770879e+01 +1.896557176196036210e+01 +1.025644859916599216e+01 +8.237794783344000393e+00 +1.120011007050879925e+01 +1.731675265468729208e+01 +9.939750169099809796e+00 +2.474852102438559598e+01 +1.655742561282242775e+01 +1.839877406938965976e+01 +1.503847224169156505e+01 +1.396665757139325592e+01 +1.214477500507865670e+01 +1.439875371011827099e+01 +1.135951462624893793e+01 +3.387161874638887582e+01 +2.119604703354954722e+01 +1.716156887315202084e+01 +9.628711313384727077e+00 +1.042233452848176967e+01 +1.464954131978423391e+01 +2.094999583809075716e+01 +1.067110230823001871e+01 +5.601826281836466137e+00 +1.577434457850016258e+01 +3.387161874638887582e+01 +1.906113937502503575e+01 +1.220740116456428836e+01 +1.134373154173553644e+01 +5.467143308795101575e+00 +1.783815475983763577e+01 +1.636900738087037155e+01 +2.308347736956359597e+01 +1.410636650675998283e+01 +1.574486317751390629e+01 +4.303900286302422273e-01 +1.237122936335258316e+01 +8.190686976425794796e+00 +7.931189680838997447e+00 +1.063426184242445061e+01 +1.562940116191265361e+01 +9.579575176712396001e+00 +1.968477548512910857e+01 +1.720480019916733738e+01 +1.425338065517306063e+01 +1.509331626588527797e+01 +2.305095192180708352e+01 +6.072540167521268017e+00 +2.097584922941808827e+01 +6.207957276504785682e+00 +1.318224110732705867e+01 +1.290318776370207843e+01 +3.207776830642450250e+01 +1.010184434682369670e+01 +2.433654428760003441e+01 +6.023949626332807838e+00 +6.525694149499031482e+00 +3.558863631536006267e+00 +6.479395845301525014e+00 +6.570260424334520621e+00 +9.777991655946337346e+00 +5.630397779634236599e+00 +2.033016417350977179e+01 +4.927358600880097583e+00 +1.211039567259069827e+01 +1.566734479585468875e+01 +1.215311055751672598e+01 +2.696768732456077089e+01 +1.753121761761785535e+01 +4.797192910964426460e+00 +1.785164761862812099e+01 +9.078410696411609138e+00 +1.101646965908325626e+01 +1.152371295729238909e+01 +7.564805949767233528e+00 +1.142879358114798549e+01 +1.477120195551492543e+01 +1.117897846200753520e+01 +1.296994720711624893e+01 +5.384970810049942713e+00 +6.468795553202539850e+00 +5.179948545966269080e+00 +1.200819136577844404e+01 +3.266866960455736546e+01 +1.419161532577395235e+01 +1.497770066252205368e+01 +1.522380068403451503e+01 +6.053723772672341852e+00 +9.427212491703130581e+00 +1.348671505715881835e+01 +5.353127740493121678e+00 +1.537522395430733013e+01 +1.388092686310453416e+01 +1.538584950475245705e+01 +1.134267654980705231e+01 +1.352152712984464245e+01 +1.474417308805804794e+01 +5.783569807276975894e+00 +3.235254811872280811e+00 +4.901674869147740310e+00 +8.398460333995586780e+00 +1.212062870497852884e+01 +1.174055001853714941e+01 +1.768225642354052241e+01 +3.387161874638887582e+01 +1.031163649607260879e+01 +7.530143266052405693e+00 +3.387161874638887582e+01 +1.883934646547808711e+01 +1.839429809688036244e+01 +6.156300367816669450e+00 +1.642297729535874851e+01 +1.254045075049694447e+01 +1.264861562134677797e+01 +2.619864105270123389e+01 +1.428558587328113560e+01 +1.208115065703422886e+01 +1.283993771290400332e+01 +1.074038489490369130e+01 +1.119072663947022761e+01 +1.204146761061223003e+01 +1.458755779025140953e+01 +1.345259373135694148e+01 +1.061365821668728415e+01 +1.365243136661933931e+01 +1.621110741084649476e+01 +1.475218423120611533e+01 +8.935684936470281059e+00 +1.429338375637253478e+01 +7.192620093837831519e+00 +1.067839008337990947e+01 +5.159179226493783688e+00 +1.070003201744867738e+01 +1.959527126579145317e+01 +6.787966365490731846e+00 +9.181761355419396864e+00 +1.846995936425466311e+01 +7.793288581256405223e+00 +8.569648244499830980e+00 +9.394943898099811008e+00 +1.142090194031152350e+01 +1.103430491142970027e+01 +1.536460150534854563e+01 +1.657727674924535677e+01 +1.660062762057386010e+01 +1.202318739008572379e+01 +4.095142273831427815e+00 +1.802301677563899318e+01 +2.139990456606194869e+01 +7.234913381781339581e+00 +2.858816658594662385e+00 +2.152055569020573955e+01 +1.574435318337235401e+01 +7.291907347017584584e+00 +2.042143595031828340e+01 +7.122938128582163131e+00 +1.019745592108937160e+01 +5.890276594371627539e+00 +7.174667415503748202e+00 +9.914995404759451958e+00 +1.880691510865936777e+01 +1.191513347420445257e+01 +1.872322514132989113e+01 +1.869538854625504598e+01 +1.034821926750554155e+01 +6.099247912197029109e+00 +8.936893299365280541e+00 +1.240632142633235446e+01 +1.687252954450275411e+01 +9.307117969197122420e+00 +1.662721747662634186e+01 +1.035347780833166098e+01 +7.017446817192151798e+00 +9.368413372046106247e+00 +9.822842865536770773e+00 +2.140217180423269383e+01 +1.250931507038610846e+01 +1.033298337531365974e+01 +1.686760108888903176e+01 +1.707949791115920846e+01 +1.569578905396011237e+01 +7.965381691512504858e+00 +1.433711643184707896e+01 +8.835284080875013046e+00 +1.329126672424604294e+01 +1.497770066252205368e+01 +6.217721548143401833e+00 +6.317061280084487862e+00 +1.214099580467180317e+01 +1.906113937502503575e+01 +1.109137076285421131e+01 +1.638960444641760716e+01 +7.942092791437460164e+00 +2.815238528126869255e+00 +1.312654131841368610e+01 +4.929610891784633964e+00 +1.129610796528848482e+01 +2.793170921549400987e+01 +7.330341211797133383e+00 +1.182116013824830247e+01 +9.077580745716616661e+00 +7.979302474633044540e+00 +1.097842675693287617e+01 +1.062929403625417990e+01 +1.351582172260394543e+01 +8.522118385644162686e+00 +6.872521637444592102e+00 +1.117411513335132156e+01 +1.302280595169391120e+01 +3.881373790758239295e+00 +8.770867982068793367e+00 +1.226496314502396956e+01 +6.414234665034840077e+00 +2.107346829655413956e+01 +9.345338078941765048e+00 +1.549722032581183839e+01 +5.630397779634236599e+00 +5.750752211567743188e+00 +1.462388734127196699e+01 +1.129545470600091051e+01 +8.666483345060214560e+00 +6.194204892046144550e+00 +9.735952037739679099e+00 +1.802301677563899318e+01 +2.556866894209643704e+01 +1.261934093199782581e+01 +1.496822439595152332e+01 +1.229430906254468425e+01 +1.240704456437616443e+01 +1.420715364052473717e+01 +7.140883287122264278e+00 +1.059456638442591725e+01 +1.738024162004364825e+00 +7.544870353212274949e+00 +1.317477381807459835e+01 +1.802301677563899318e+01 +9.321063558691164985e+00 +7.914961653027958732e+00 +1.328129158499805840e+01 +9.858254700551739802e+00 +1.533926286291365670e+01 +2.039625227068469826e+01 +2.012079513265582875e+01 +1.354958363549825151e+01 +8.601782941023827789e-01 +5.579857181025914770e+00 +1.225566950884957862e+01 +1.152036656514123081e+01 +1.137940757474513020e+01 +1.416940877826826295e+01 +8.061275231121868501e+00 +9.427212491703130581e+00 +5.630397779634236599e+00 +5.720868723115060561e+00 +1.685468246085980581e+01 +6.459266671628455470e+00 +8.458954646486219531e+00 +1.088474579348273608e+01 +1.320871676294621011e+01 +1.527382757607200858e+01 +7.533926941213934469e+00 +1.330731066849078559e+01 +1.568214523476015643e+01 +2.478959827132483440e+01 +1.233364687716751007e+01 +2.354421329650116945e+01 +5.505858884369601469e+00 +1.271032538863255468e+01 +7.450218524408711573e+00 +1.885480321277461258e+01 +8.679741549062782724e+00 +3.387161874638887582e+01 +8.317923666531797267e+00 +1.153964082361895294e+01 +9.714991408449833443e+00 +5.223596646640388030e+00 +7.196013320146164460e+00 +6.654725304619773851e+00 +4.418819191564566040e+00 +8.423815349199756497e+00 +1.105256086419463202e+01 +1.846777630668719894e+01 +4.831864385018690200e+00 +1.276430055543450237e+01 +2.454871119732317197e+00 +3.387161874638887582e+01 +1.612653708955315324e+01 +1.432427388167145921e+01 +1.067175402186890665e+01 +1.382609813694666911e+01 +1.011680271092406258e+01 +1.207990945336007371e+01 +1.352424869169546184e+01 +8.316306393132521180e+00 +2.497590247364868787e+01 +6.219868311369495473e+00 +7.242180209721382766e+00 +9.828829992402745575e+00 +9.889948686222609808e+00 +6.872584606347317049e+00 +1.354730630471063080e+01 +3.249501110371947732e+01 +1.362928717897032982e+01 +1.304609143118072723e+01 +8.795364772863720759e+00 +2.987452143347866240e+00 +1.381230399760323735e+01 +1.424247544144641608e+01 +4.308179257915725202e+00 +1.556754549271376220e+01 +1.229135916949188356e+01 +5.215452920375199142e+00 +1.585961681909058996e+01 +2.698938472204943650e+00 +1.015190015502885501e+01 +6.593862379951730190e+00 +8.210770722202823890e+00 +5.364747813087276995e+00 +1.369092561915876161e+01 +1.303359885025948017e+01 +1.011440182915495711e+01 +1.402452281803907397e+01 +6.551911250243236395e+00 +1.296302002962937649e+01 +2.144051968322743562e+01 +1.182748077769863926e+01 +9.229188142472821710e+00 +8.970504044869286986e+00 +1.008217502352852080e+01 +1.000278951831282370e+01 +6.225165978063131433e+00 +1.395028531410159189e+01 +8.031304962500641409e+00 +9.620468677005874270e+00 +9.463047615797421486e+00 +2.190438507652805811e+01 +1.238543740714560215e+01 +2.047395657637814281e+01 +1.224107471486846066e+01 +1.617674493776841871e+01 +6.308174746224437968e+00 +1.491572695003947047e+01 +1.039502592125573699e+01 +9.669889879084038853e+00 +1.462993238743895574e+01 +1.280406608263537294e+01 +4.335375657500222246e+00 +5.643690257115764553e+00 +1.181586518916131467e+01 +1.500580819422584966e+01 +1.350036021316100232e+01 +1.152036656514123081e+01 +3.387161874638887582e+01 +2.173997279798011562e+01 +1.265504345186704427e+01 +1.015318853253963027e+01 +8.988467137235375048e+00 +2.449516728130899423e+01 +9.104703329186904170e+00 +9.215672353806354522e+00 +1.327238397649369972e+01 +1.179776386901617968e+01 +1.577327594892345530e+01 +1.398791729636991477e+01 +3.133005345255739371e+00 +2.228908599905386723e+01 +1.993801937461701357e+01 +1.065262105603484599e+01 +2.365333590163986344e+01 +5.460828822225778367e+00 +6.305995597745635450e+00 +9.226918035790248496e+00 +1.199133022665503745e+01 +1.990347408947603469e+01 +5.046730764280070503e+00 +1.493675627189519162e+01 +6.158018182053851319e+00 +2.560225384134457727e+01 +2.031933988861374019e+01 +4.041848426788348547e+00 +1.908167122096422474e+01 +1.795442706097334451e+01 +2.742196231971604448e+00 +1.715565728283696956e+01 +9.604171202973958543e+00 +5.999239730111881386e+00 +2.328985860023833254e+01 +2.265245650500659735e+00 +8.258543210549390778e+00 +1.082912900902533693e+01 +5.766048822123210016e+00 +9.462837390141373817e+00 +1.912959887125686009e+01 +1.335877681821018825e+01 +1.237132969151618056e+01 +7.885982318867391427e+00 +1.211217778768148179e+01 +6.057202762290970099e+00 +9.771299725860032481e+00 +4.972927682819488382e+00 +9.826304025586750868e+00 +1.317477381807459835e+01 +9.010136002559463009e+00 +3.271793019075097675e+01 +9.579078271732882399e+00 +1.170053617027174653e+01 +6.367384109022140137e+00 +5.468824675771855937e+00 +1.433711643184707896e+01 +1.756919344446355069e+01 +1.171224785107376931e+01 +1.465167618638137981e+01 +1.306599525347031943e+01 +8.246249234934808214e+00 +1.926911954325639442e+01 +8.091760328151337944e+00 +4.661344970845576086e+00 +7.332598301750579139e+00 +1.708455389555918202e+01 +1.441053130635869195e+01 +1.265504584602140881e+01 +1.170020896014678158e+01 +6.097780309254588360e+00 +6.198820712298825697e+00 +1.238570227225716280e+01 +1.275035620884683851e+01 +1.926911954325639442e+01 +8.795364772863720759e+00 +9.850647540421931581e+00 +1.386117952818378285e+01 +1.163786868499893501e+01 +1.602406890058639988e+01 +1.410789178499136653e+01 +1.340140476952784354e+01 +1.138256575515600844e+01 +1.103527211560866306e+01 +1.156167346238329685e+01 +7.007217410564891225e+00 +8.696521327660391876e+00 +1.131470578021753681e+01 +1.083529870200199241e+01 +1.550544153656458946e+01 +7.834280892048582245e+00 +6.839774794057618124e+00 +1.035891442705458587e+01 +6.520009638769295179e+00 +4.233447351660103664e+00 +1.211108271275122661e+00 +1.664981106971507074e+01 +1.365828698963345289e+01 +1.757164995454864709e+01 +1.433711643184707896e+01 +1.222169893381547467e+01 +1.142683554409447311e+01 +2.063925470184845778e+01 +1.644627308828854950e+01 +2.090816396362608032e+01 +4.893617936123987988e+00 +1.958688529221424801e+01 +6.920339478751714068e+00 +1.011569531684260426e+01 +6.793713202911789040e+00 +7.337814946151084428e+00 +1.681719508629211646e+01 +2.546670144834477867e+01 +1.365190964596823164e+01 +1.354263633030866743e+01 +1.215820219451295259e+01 +2.069235541116096044e+01 +5.701864067379958101e+00 +1.722800789742913707e+01 +7.207717445132743705e+00 +6.552981697800547067e+00 +1.561838016210798230e+01 +1.236808864975616018e+01 +1.973205292651535103e+01 +4.979936651458160668e+00 +7.633518286046438561e+00 +9.507116178342414514e+00 +8.650672260327709751e+00 +2.114201158917146017e+01 +1.424204461978601444e+01 +8.312424134917407059e+00 +1.039502592125573699e+01 +1.070083878423540114e+01 +2.659258650742729913e+01 +1.054702773534384619e+01 +2.506532250097014014e+01 +1.078762118392789660e+01 +2.266693264163185972e+01 +2.289171168133930223e+01 +2.209712647248295525e+01 +4.433260179276402368e+00 +2.933588190177887611e+01 +1.060822688549237114e+01 +9.024643922480038327e+00 +1.460810876242689460e+01 +7.495154281420717268e+00 +1.420715364052473717e+01 +1.317975359902681021e+01 +2.633101151085908498e+01 +1.755191031973049576e+01 +2.753596942107742507e+01 +4.625215277870893260e+00 +2.038070581427253103e+01 +1.788568840326945519e+01 +1.468000432368251040e+01 +1.417275981674531238e+01 +1.358257889981425137e+01 +1.820253585212512348e+01 +2.636774409511212980e+01 +1.681687767203271733e+01 +2.606313760716902550e+01 +5.441671406338258521e+00 +1.217348446813217322e+01 +1.504567005344334518e+01 +1.139130626579944305e+01 +8.636686439208659749e+00 +9.617925398844619167e+00 +2.108192365866065643e+01 +1.016962680478253844e+01 +1.368596655020088804e+01 +1.031577026869636882e+01 +4.250339647367553653e+00 +1.298221865200557090e+01 +1.546646477918115181e+01 +1.393095069598088287e+01 +9.569478240924595980e+00 +1.057784355651142505e+01 +9.864218685024198408e+00 +1.926911954325639442e+01 +1.291309522687542710e+01 +3.387161874638887582e+01 +1.299818753267612692e+01 +1.719450248861514297e+01 +1.155493812092059613e+01 +1.403736668137719334e+01 +1.242878995133179387e+01 +1.108048231744936629e+01 +1.265403857670304433e+01 +3.231711352160942852e+00 +1.844289611525613282e+01 +9.288404819738516949e+00 +8.328075327390237703e+00 +4.416841400718226396e+00 +6.713355948487247815e+00 +1.184471096622185371e+01 +2.667083821513871555e+01 +8.047115982615650864e+00 +3.450644734678107284e+00 +1.256507098175008252e+01 +1.165946517702299445e+01 +1.675463838427526753e+01 +2.047045823035969647e+01 +1.988932662943439311e+01 +1.106619767871720228e+01 +8.052198978531365015e+00 +9.636984388628391685e+00 +1.732846234412282627e+01 +1.088493723120291179e+01 +1.440647789677680635e+01 +9.406281336142484406e+00 +1.060087526956338877e+01 +1.422164702956015958e+01 +9.010659963122407135e-01 +1.492832237067283074e+01 +1.105096657965944473e+01 +9.356187966457383709e+00 +1.142170687044145438e+01 +4.836412203882431982e+00 +8.667197453104051874e+00 +7.369396581768214105e+00 +1.157407348863142715e+01 +9.803484832822576323e+00 +1.207950475289698034e+01 +1.395616903406278198e-01 +2.570495576382293734e+01 +2.341539781592373970e+00 +8.152676785430912787e+00 +1.755718108213042683e+01 +7.337521990779265479e+00 +6.397453670484608779e+00 +1.726766070337663450e+01 +1.254160586479214601e+01 +5.410583152728904111e+00 +1.221144573546246193e+01 +3.387161874638887582e+01 +1.294753089889033504e+01 +7.809169835217858235e+00 +1.139083709058820659e+01 +1.616750885304148255e+01 +1.786049728990926155e+01 +8.465025049441550209e+00 +1.840837394197218657e+01 +7.722929046622169835e+00 +1.607273024528660699e+01 +7.918536069075216233e+00 +1.151652390749399046e+01 +1.487354548504869456e+01 +1.134771583492984348e+01 +1.196101106913788215e+01 +5.926743743714311563e+00 +5.203874978845178134e+00 +6.765166988348866539e+00 +1.633647520954909282e+00 +9.802605116845739985e+00 +7.643553679503654052e+00 +1.898530148987833854e+01 +1.207990945336007371e+01 +2.589387585276998038e+01 +1.304609143118072723e+01 +1.302522743580895792e+01 +7.617370984326214511e+00 +2.261499751250141799e+01 +7.958764273993807592e+00 +1.137009075042831796e+01 +1.126572033403566309e+01 +1.318620804769646782e+01 +1.690560223108678883e+01 +1.182116013824830247e+01 +1.019836785987529026e+01 +1.133928308352592751e+01 +1.516811381691184124e+01 +1.594468888302282039e+01 +1.347856288988474205e+01 +1.583733789504401557e+01 +7.074583684417476093e+00 +1.789611846329094647e+01 +2.310113988577309385e+01 +1.394795636715493004e+01 +5.254665192063043833e+00 +1.132381368523992649e+01 +2.230018218300415356e+00 +1.502378390149753784e+01 +1.504856386695536230e+01 +1.913244237496509470e+01 +8.078317093185830799e+00 +3.412397198172527624e+00 +1.264889082660086217e+01 +7.566534511968441734e+00 +1.189449836584006448e+01 +8.171725278881169174e+00 +1.522380068403451503e+01 +8.409763420590223859e+00 +1.265374585139304031e+01 +6.072065442948144209e+00 +1.048031060009951432e+01 +1.221531241707425863e+01 +2.463223265522871941e+01 +1.092917287012807037e+01 +9.861928880030887967e+00 +1.911575823137872021e+01 +1.880346911142389388e+01 +1.760609167942919839e+01 +8.806411275228981594e+00 +4.753834298833041316e+00 +1.174541269803579269e+01 +9.905886618167187407e+00 +1.132457139965140414e+01 +7.820635447933483420e+00 +1.978283763570176745e+01 +6.073380341300520513e+00 +1.610965441769531026e+01 +7.917628522899420318e+00 +1.326128136796725698e+01 +9.328501327224699935e+00 +1.328577342587597343e+01 +1.400409698279631243e+01 +1.627025354793649115e+01 +9.357330480314928423e+00 +1.425150553671328169e+01 +8.472178803710235684e+00 +1.954925950409345603e+01 +1.652721071086534721e+01 +1.180424072194024632e+01 +6.374126832715674595e+00 +1.465602658427982874e+01 +1.422052548338396605e+01 +1.000610129513009383e+01 +4.844123892551323252e+00 +7.066321743535169730e+00 +9.508993756467134517e+00 +2.592214582265579281e+01 +4.345394492345562298e+00 +7.984537544401803189e+00 +1.522380068403451503e+01 +5.703189062945668297e+00 +6.439045178915051793e+00 +1.550860720132155279e+01 +1.306764552933384493e+01 +1.487220630700960555e+01 +7.640503338511365428e+00 +1.096877398673221649e+01 +1.310880879291974566e+01 +8.321405155912032114e+00 +1.039062192079957470e+01 +1.563551485044843048e+01 +1.522602612906388231e+01 +1.128772369367347039e+01 +7.965381691512504858e+00 +2.718932812936142795e+01 +8.486188475792957320e+00 +1.204294760111523743e+01 +1.119148863775419045e+01 +9.260323432051976056e+00 +7.637322405803772085e+00 +1.648262153485521253e+01 +7.232988139177649600e+00 +8.503502425431307188e+00 +7.005048796626070384e+00 +1.776392337949964428e+01 +7.000696910517817173e+00 +1.214317989568071710e+01 +1.714895777475766181e+01 +1.011440182915495711e+01 +2.754467472938793549e+01 +5.744607713336435495e+00 +1.089735947017460660e+01 +1.624704911144434050e+01 +2.739579511439006865e+01 +1.302791975464367624e+01 +5.099583412960527085e+00 +1.704702452489013353e+01 +1.175418652253954122e+01 +1.014130738545576094e+01 +5.352092018171603627e+00 +6.251188261271309443e+00 +1.000134723563995465e+01 +6.414278263791899803e+00 +9.215672353806354522e+00 +8.321398073351673474e+00 +8.533135376373408576e+00 +1.148271749127508201e+01 +1.037085959079409747e+01 +6.374167229392071476e+00 +9.595274800137772786e+00 +1.020310980803273537e+01 +1.946534746085393408e+01 +1.527971768910551020e+01 +8.490639194699397763e+00 +8.712875757933815635e+00 +1.468538490117249751e+01 +6.076569129898985011e+00 +1.471638336853526141e+01 +2.058941282131603145e+01 +7.273357105565295910e+00 +1.587203025148275515e+01 +1.318699182126252367e+01 +9.804077623372876360e+00 +1.231774914901923523e+01 +7.971113404052772466e+00 +1.528973478233803007e+01 +1.149798368338370835e+01 +1.572681055317215737e+01 +1.131760128920603847e+01 +1.963386320910633742e+01 +2.540213427853436201e+01 +1.850083649149308940e+01 +1.166541409665558149e+01 +1.831356249173396122e+00 +2.230004508141976771e+01 +1.065920090870149295e+01 +1.216324309204006227e+01 +1.447917997115968092e+01 +1.485014746851831546e+01 +1.748883864342562333e+01 +8.413915551982924512e+00 +1.566938775225197844e+01 +1.399732416527716339e+01 +2.179900798759717873e+01 +9.701204493729733258e+00 +2.504460476950106340e+01 +1.361432041608287591e+01 +1.917720964082677426e+01 +1.024310326640178914e+01 +3.057457970426527538e+01 +1.355430083888816739e+01 +1.232612832686248794e+01 +3.617024166951381403e+00 +1.749856857909733776e+01 +5.783569807276975894e+00 +1.883255449490721389e+01 +1.978283763570176745e+01 +1.194920532101765787e+01 +1.565324034803036568e+01 +6.446908763844334089e+00 +5.379165511490029417e+00 +1.103120044341139305e-01 +8.315286557822361146e+00 +2.312471460558002434e+01 +1.770025079036420834e+01 +1.781116515320752569e+01 +2.103220784504109986e+01 +1.628568204806484232e+01 +3.671249936857947205e+00 +6.435614724378268647e+00 +2.370538234555708357e+01 +2.631240342865164905e+01 +2.540213427853436201e+01 +8.607756729246347049e+00 +6.924495762511185148e+00 +1.108779512257302713e+01 +1.333091833050428932e+01 +9.209640831479291023e+00 +1.565007333298902381e+01 +6.335927603411832365e+00 +6.368434064019908192e+00 +1.722780798407018210e+01 +1.032510841004173585e+01 +3.387161874638887582e+01 +2.743855196611727365e+01 +8.365326918375899368e+00 +3.387161874638887582e+01 +1.453980737488664943e+01 +2.270234269108418346e+01 +1.322073753095112636e+01 +1.304609143118072723e+01 +1.334310572732664468e+01 +1.578047762660628450e+01 +2.813560307965545348e+00 +2.270234269108418346e+01 +7.340921111530334997e+00 +2.190438507652805811e+01 +6.324686691379127979e+00 +1.302535260650110160e+01 +9.006457673618726290e+00 +2.066056532665521672e+01 +1.984897944314722906e+01 +1.352424869169546184e+01 +7.156166047150946952e+00 +1.463683446924947873e+01 +1.199133022665503745e+01 +1.028396114927799943e+01 +2.152055569020573955e+01 +3.600870067400066432e+01 +8.007337851285242891e+00 +9.361109897560226045e+00 +1.779807377040644667e+01 +9.137530048839359154e+00 +6.255286389011232018e+00 +1.514564064229884366e+01 +1.149963970438871286e+01 +1.778546112075601116e+01 +2.272015162335640071e+01 +1.395358752755268483e+01 +7.739937024404909494e+00 +1.067127982847985379e+01 +1.243726610118871179e+01 +1.836911157817162632e+01 +2.822865933409715922e+00 +1.504312294728813981e+01 +1.470882539455799076e+01 +1.706359685481892541e+01 +7.847924895053793648e+00 +8.864925397420151398e+00 +1.606360190077074890e+01 +1.883934646547808711e+01 +7.528953269379883295e+00 +5.874787032863196146e+00 +2.367134577793565597e+01 +1.259818576541132984e+01 +2.397616916528413356e+01 +1.362706374219308714e+01 +1.122040606812085173e+01 +1.978821455088862535e+01 +3.387161874638887582e+01 +8.502956201562625438e+00 +1.475382470519308242e+01 +6.395742161620617594e+00 +1.051554436391612057e+01 +7.344990469578917214e+00 +1.454939469486377845e+01 +1.704091322850432277e+01 +2.417429343004002362e+00 +1.278745461462661126e+01 +8.666343456832493075e+00 +7.692090907157748347e+00 +2.291955256562054899e+01 +6.966789865120006198e+00 +1.628530020120474830e+01 +8.426241617022512287e+00 +1.153558443921679100e+01 +1.802301677563899318e+01 +7.863679444094330506e+00 +4.251592556440684234e+00 +1.671703403849915048e+01 +8.171725278881169174e+00 +2.418890835768503678e+01 +5.174882465375162610e+00 +2.406542579050481834e+01 +1.119931839405134610e+01 +9.093652625734435446e+00 +1.010162251489090579e+01 +9.753317676770890898e+00 +4.301136356874664557e+00 +7.363804739716599101e+00 +1.818557058207026955e+01 +5.366212459821099401e+00 +1.398437613066893448e+01 +1.005752892701543999e+01 +1.210875580837826249e+01 +8.104042997049347719e+00 +1.563216008371058763e+01 +1.018511504523287670e+01 +6.218810025424772903e+00 +2.210925591498508425e+01 +9.333746563629631510e+00 +1.292961631702777936e+01 +1.157815817117281654e+01 +1.142879358114798549e+01 +9.469288717274608302e+00 +1.342136890406995064e+01 +7.054851021391812083e+00 +4.702713667640225026e+00 +8.786961799465899503e+00 +1.284019600648838377e+01 +7.801369775113215610e+00 +9.244614148817561272e+00 +5.732519536113940717e+00 +1.555833126163761904e+00 +1.622708895662724160e+01 +1.121983026145045415e+01 +6.414234665034840077e+00 +2.156320137689898786e+01 +2.242314175484787597e+01 +3.387161874638887582e+01 +7.698071386908111435e+00 +2.114439475834188897e+00 +9.100031764490694286e+00 +5.271424728800042203e+00 +1.130142839342219929e+01 +8.329906065627938005e+00 +8.891430891240759138e-02 +1.210189546221343448e+01 +1.330731066849078559e+01 +1.249486901681835604e+01 +1.155600455680948357e+01 +7.453487594124652560e+00 +7.257564205646545474e+00 +1.515362426736547263e+01 +9.653783558937817588e+00 +1.656991951679515296e+01 +3.907118082561481742e+00 +1.384449839122879666e+01 +8.447017584152447967e+00 +1.256751105249765033e+01 +2.519750137363131159e+01 +1.972792292388817259e+01 +1.186944377735868272e+01 +8.204639110620561837e+00 +2.400366596950988196e+00 +2.540989974774886662e+01 +1.732721151357824851e+01 +5.980135270837791950e+00 +1.420512029096659035e+01 +6.335927603411832365e+00 +1.084823080671881712e+01 +7.826927842431288695e+00 +2.849975189479737026e+01 +7.539065906998388300e+00 +1.081740146603442554e+01 +1.651450789213588166e+01 +7.319248413323180102e+00 +1.015180353627232535e+01 +6.938717571004957563e+00 +1.108253353380867168e+01 +7.165659811175316918e+00 +1.161409360023201032e+01 +1.098778255117278491e+01 +1.159320835268822236e+01 +2.635364066397553984e+01 +7.301430403766431709e+00 +5.438627982650757531e+00 +1.306461979567535536e+01 +1.246041540540029757e+01 +1.417900614846807628e+01 +3.840413750956003014e+00 +1.046010385643627671e+01 +5.743545452745287605e+00 +1.769275229850642006e+01 +4.410443410943443610e+00 +3.578195382102933308e-01 +1.582577837290303080e+01 +7.163476689454711277e+00 +1.265902258630794108e+01 +1.142453536090835087e+01 +4.814620340608314564e+00 +1.210849587573653707e+01 +1.093846119744607392e+01 +1.206624612113269279e+01 +7.674245233541427069e+00 +1.182748077769863926e+01 +1.408568745728037186e+01 +1.200444361211326338e+01 +1.208115065703422886e+01 +1.806949590037750397e+01 +9.230447664971137556e+00 +2.875626362504725364e+00 +5.939132663425084502e+00 +1.046689973293003106e+01 +2.003860800794109309e+01 +7.915644127343028913e+00 +1.953631437097398305e+01 +1.046665873501451927e+01 +1.478373559033977358e+01 +1.551507504593868703e+01 +2.047691331001010440e+01 +1.219981237158586396e+01 +1.662799819202220419e+01 +8.638201414134059064e+00 +1.066163205476053122e+01 +6.924495762511185148e+00 +1.464202427116234162e+01 +6.692646681777972617e+00 +1.344935324959820377e+01 +1.111923365909312622e+01 +1.727836554278322012e+01 +9.797306441120355203e+00 +7.428251134260378308e+00 +1.102875633290844348e+01 +6.773514618800177800e+00 +1.596829473247427700e+01 +4.411383314050397075e+00 +1.841479449821063952e+01 +1.077852723927742318e+01 +1.499736744242370889e+01 +1.562198096152665983e+01 +7.256824391679757014e+00 +1.307154032136985222e+01 +6.565533776667763277e+00 +4.251592556440684234e+00 +1.059597459667655528e+01 +1.712552030401596426e+01 +1.640820694327136664e+01 +1.330731066849078559e+01 +1.183507350038544814e+01 +8.464856295391214758e+00 +1.431510525370154596e+01 +6.370125925732722294e+00 +1.705658611084655263e+01 +2.012514671416793988e+01 +1.100932175100587074e+01 +7.999977027659440409e+00 +1.329518105511483839e+01 +1.333010112034402539e+01 +6.687832302345924518e+00 +1.206636176490374623e+01 +1.365231259204941239e+01 +1.084983027058841287e+01 +5.821632622352410635e+00 +1.483222662853890483e+01 +8.022622918088245569e+00 +1.516672780599539294e+01 +1.043994713098302896e+01 +1.080618399471249802e+01 +4.896703407514621631e+00 +2.848447568476689185e+01 +3.258257194599653417e+01 +2.443969213645175387e+00 +1.497770066252205368e+01 +6.751092601245773039e+00 +5.392634218272576163e-01 +1.020667742142340728e+01 +3.057457970426527538e+01 +1.193313240017143073e+01 +1.513522335638364780e+01 +3.387161874638887582e+01 +7.291990731263197745e+00 +1.051980503765391006e+01 +1.670422269072420818e+01 +1.199929379449396549e+01 +1.710990052329961486e+01 +8.176957517907197825e+00 +1.148754434877933761e+01 +4.564442909058826103e+00 +1.199929379449396549e+01 +9.647211839711275161e+00 +1.042653088167934072e+01 +9.329635616944329968e+00 +7.062603077957518849e+00 +2.261499751250141799e+01 +8.523628694836908437e+00 +1.074297917779217926e+01 +1.800505819326147616e+01 +1.785699946263237337e+01 +5.333159148111874970e+00 +1.681128609639210936e+01 +8.101327233196386146e+00 +1.034695777231468128e+01 +9.103421548468844549e+00 +9.673170724864874614e+00 +2.240898293869483382e+01 +2.424726503626999374e-01 +1.035735701801812070e+01 +1.057784355651142505e+01 +1.956123027225174837e+00 +5.809651645020494470e+00 +1.098830514084536958e+01 +1.804848379269087388e+01 +1.633694915740136366e+01 +9.095005617672995868e+00 +1.863500551489318013e+01 +1.506543131268500701e+01 +1.211565516579811685e+01 +6.845390402896541104e+00 +1.667093004540762990e+01 +2.181368104585142476e+01 +1.416749779976753132e+01 +1.031163649607260879e+01 +1.079073169795800879e+01 +7.326364715378829828e+00 +3.771714055642789276e+00 +9.510060175466136911e+00 +1.236738218462454597e+01 +1.222829543569335442e+01 +1.208619827087944998e+01 +2.261499751250141799e+01 +5.701864067379958101e+00 +1.433448087081274025e+00 +1.927816295391684775e+01 +9.553570917741566859e+00 +1.037777738277377182e+01 +5.394679266957638220e+00 +1.157406492284620469e+01 +1.643411693194668999e+01 +1.945946924676634637e+01 +1.666403594648460285e+01 +1.753369164697080862e+01 +1.459045585330558481e+01 +7.977789017405399363e+00 +1.314730340808414155e+01 +1.929164174410198029e+01 +1.585063058897571864e+01 +7.161504279645711790e+00 +7.767214821864328655e+00 +1.356987029932192002e+01 +5.448430217022476540e+00 +1.933871440888333382e+01 +1.184410636686460805e+01 +1.086723393715431030e+01 +1.656144558742425943e+00 +1.922397997400378244e+01 +3.273704951284358344e+01 +1.129494904706582759e+01 +1.460892421553141673e+01 +7.824423733574917605e+00 +5.247543741630408931e+00 +9.218820390412105326e+00 +1.079716632387500397e+01 +1.492832237067283074e+01 +6.378186674599909622e+00 +1.623737637236131093e+01 +1.214805661579022455e+01 +2.027523008811471072e+00 +1.582787585900216243e+01 +1.157407348863142715e+01 +4.369329349283660235e+00 +8.613265510697388549e+00 +1.015634239815000228e+01 +9.240088787791208347e+00 +1.222575498308447095e+01 +1.411275235478164802e+01 +1.589511391659223705e+01 +2.774415496640099832e+01 +5.207867576027823020e+00 +1.158062771550912373e+01 +9.760218532292768145e-01 +1.346941651817270724e+01 +9.358831250269602720e+00 +1.566495354251824779e+01 +2.592907828869040543e+01 +1.168428970761047481e+01 +7.866981151301246200e+00 +1.481111700349586613e+01 +1.092521432344926779e+01 +3.104644279516942618e+01 +5.500687582910501305e+00 +6.381133255025929429e+00 +1.032403537962295559e+01 +8.986638315212573502e+00 +1.327056487726585488e+01 +2.206348345783888476e+01 +4.426731390636703622e+00 +1.640018116196297626e+01 +1.253941247392232583e+01 +1.237239929878364819e+01 +1.971154762813750949e+01 +9.868380760181409528e+00 +2.982018781248123673e+01 +8.345115816033356282e+00 +1.138872897688183627e+01 +1.395810812973752491e+01 +1.352152712984464245e+01 +7.564805949767233528e+00 +7.004144088491287334e+00 +2.272015162335640071e+01 +8.879206979248152720e+00 +6.950216597240839178e+00 +1.060975014453744336e+01 +1.128359144510156398e+01 +1.238737322306555200e+01 +5.838305401985820708e+00 +6.344956603403346662e+00 +2.257887241761011410e+00 +7.117630043154207442e+00 +1.558841250311276383e+01 +9.215672353806354522e+00 +1.121685510444463318e+01 +6.953173007734989142e+00 +8.697380530792543141e+00 +1.706897604791207357e+01 +1.369389319095141389e+01 +6.881263464220751302e+00 +8.787816796277923004e+00 +8.303207807433039989e+00 +1.012857804962236230e+01 +2.560225384134457727e+01 +1.145622286818891666e+01 +1.301897640445177728e+01 +1.337934469451175801e+01 +2.176042382365434946e+01 +1.284623478518841466e+01 +1.298221865200557090e+01 +1.014417035185269356e+01 +6.710918981856664800e+00 +2.683257451940673377e+01 +2.115387213155749180e+01 +9.683471947103100774e+00 +1.600293710987185136e+01 +1.606917242015954628e+01 +1.046259931328907555e+01 +2.332047811890049616e+01 +1.620960711345711047e+01 +1.212016260549913227e+01 +2.958828535732956766e+01 +1.559276497621590352e+01 +2.373989656103144341e+01 +7.799598406811256268e+00 +1.905114651442578122e+01 +1.108647982339910243e+01 +3.387161874638887582e+01 +1.079095817052882467e+01 +2.190148538454953098e+01 +1.440497446524140912e+01 +9.772596604160071365e+00 +2.381206559611172224e+01 +1.102152101355206071e+01 +9.797778907407945326e+00 +6.429139732284014030e+00 +8.564582908530098848e+00 +9.836070982364105930e+00 +1.324543480691539798e+01 +6.432815132042705386e+00 +8.128970189727027673e+00 +1.078623222410016069e+01 +1.063710638335587078e+01 +1.310100818201878781e+01 +1.663162636885070356e+01 +9.950104266576417444e+00 +1.744444945370281630e+01 +9.106552278152776125e+00 +1.466234995104031213e+01 +9.799259386643726089e+00 +1.032129418669893539e+01 +1.517532241427207396e+01 +3.580246391582744536e+01 +1.000466990912542542e+01 +9.792547260891254268e+00 +2.543755696479338724e+01 +1.423858853456873419e+01 +1.707902513755497864e+01 +9.653408863133122964e+00 +1.666400302871728911e+01 +1.019750199701587690e+01 +9.698234681148363734e+00 +1.469744230464951329e+01 +8.824726229560170054e+00 +1.431131958524471770e+01 +1.123846279817691141e+01 +8.460524980880009593e+00 +1.293773393942416305e+01 +6.513329707046196404e+00 +5.332134257687712875e+00 +7.979145289824757015e+00 +1.268688541638844924e+01 +9.976008601873715520e+00 +1.172257416623862980e+01 +2.774519951168663567e+01 +1.378998682138822574e+01 +2.506735979600647113e+01 +8.460524980880009593e+00 +9.118905406987579454e+00 +1.301897640445177728e+01 +1.349095712343118691e+01 +1.563774380464633396e+01 +7.562563350580077781e+00 +1.284532747181654599e+01 +1.081873737975730876e+01 +1.653843908963351339e+01 +1.154086437863945491e+01 +5.188731529835266088e+00 +7.053477198478958599e+00 +2.781324571483590091e+01 +1.425313627903993563e+01 +2.608593529405236211e+01 +8.107088771486814949e+00 +1.514920312858610885e+01 +3.393954114916068932e+01 +1.465783591941548991e+01 +1.985385096501049418e+01 +1.566389993876019560e+01 +3.732611912118827036e+00 +6.254211116719488928e+00 +1.907503028702488734e+01 +1.802301677563899318e+01 +1.017464548624300846e+01 +6.696208942195241320e+00 +1.203587014276287448e+01 +1.270736439968524678e+01 +2.526789735850603336e+01 +1.187734423252351235e+01 +1.124012383663158232e+01 +1.497770066252205368e+01 +1.097427392048179229e+01 +3.502020656974870860e+00 +9.664776174344197557e+00 +6.687280663641331557e+00 +2.592907828869040543e+01 +3.791641711155079975e+00 +5.920040095107466982e+00 +6.947906035974710903e+00 +1.281135089428100571e+01 +1.468100740357267853e+01 +1.054129739005162492e+01 +1.330385581260451033e+01 +1.754532571186949497e+01 +5.154943936645921099e+00 +2.015515779484904613e+01 +5.122189988940561989e+00 +4.061858160814708185e+00 +1.192996549816677998e+01 +2.035564943967331430e+01 +2.546670144834477867e+01 +7.874967983858937259e+00 +6.225192636335464158e+00 +9.326149798205790376e+00 +1.804848379269087388e+01 +9.142424162574826596e+00 +1.368941169967970950e+01 +2.006334001411742918e+01 +1.692691748884207925e+01 +1.170894340640063547e+01 +1.812479753195255938e+01 +9.054797193577527992e+00 +6.414830286547783089e+00 +1.487354548504869456e+01 +1.488183734729848595e+01 +9.499464099321812682e+00 +1.194673607075854704e+01 +4.802843001110204568e+00 +1.141780518869529715e+01 +8.964337368643825243e+00 +7.291990731263197745e+00 +4.799645651602872931e+00 +9.876057644731716323e+00 +1.187021868914220590e+01 +6.924495762511185148e+00 +8.811876487168561312e+00 +1.084731559135988732e+01 +1.644080764645610770e+01 +1.175807883738852411e+01 +1.388113097413624075e+01 +6.704413367696119508e+00 +5.384550754225472247e+00 +9.479259606917025849e+00 +1.141780518869529715e+01 +1.734311539136325564e+01 +1.390255045267502965e+01 +1.420454561339241195e+01 +1.142879358114798549e+01 +1.644183478276002575e+01 +1.546370950309868419e+01 +9.023098515884910853e+00 +1.600293710987185136e+01 +2.307425993153711374e+01 +1.274367544988834311e+01 +1.563047413646289385e+01 +2.277147605311226641e+01 +1.039868346165438595e+01 +2.005019986005238763e+01 +7.583348521389098096e+00 +1.384654887908297383e+01 +1.780424875278684738e+01 +1.014840333208175593e+01 +1.946360171923956273e+00 +1.614814136154234347e+01 +1.164960184677099164e+01 +2.167260794327344797e+01 +1.287162601896655190e+01 +8.344062916234591398e+00 +1.358704408616483761e+01 +6.863810533989607165e+00 +9.615288617950668026e+00 +2.299069118468875672e+01 +1.190023070491206170e+01 +1.217429581384196524e+01 +9.887745474165740234e+00 +1.520182934186023260e+01 +1.509987419051938673e+01 +1.000888695568706055e+01 +1.132057706009601361e+01 +7.447042822101664683e+00 +9.820241629195081146e+00 +1.121898486557826402e+01 +5.475818509411737978e+00 +2.140217180423269383e+01 +6.344956603403346662e+00 +1.247535532043094975e+01 +1.557045591842290833e+01 +1.070003201744867738e+01 +1.262964849457142691e+01 +1.615079376819936385e+01 +1.150443062685019413e+01 +7.579571297741310332e+00 +4.324683507126920290e+00 +1.246928864874516307e+01 +1.248295572786334162e+01 +4.095420089699828736e+00 +1.000081574415587227e+01 +1.037742847662178747e+01 +1.295505364936907711e+01 +7.318179903255270347e+00 +1.632580793895765225e+01 +1.485975158131515172e+01 +1.055052796271958471e+01 +5.742146052687857605e+00 +1.314181824885208982e+01 +1.234328568295563855e+01 +1.171001690264399997e+01 +5.763986090712904797e+00 +8.363710952671553400e+00 +1.507087744267765572e+01 +1.187152253237027821e+01 +1.213730528988182300e+01 +4.815403512638027905e+00 +7.033519707641929131e+00 +1.651390963387643751e+01 +1.482591320203930252e+01 +9.720009199808970379e+00 +1.185944270281115109e+01 +1.182116013824830247e+01 +1.089723777779532554e+01 +1.295451909514636668e+01 +2.440218243046220437e+01 +1.615074096973370388e+01 +1.207990945336007371e+01 +1.402409844279773665e+01 +6.218810025424772903e+00 +1.652598998728701929e+01 +1.895812974491448699e+01 +1.346722712186705451e+01 +1.171418765866560818e+01 +1.312451670956885152e+01 +2.251357094513329571e+01 +5.440136093142626805e+00 +5.571583092830564965e+00 +1.390687761028183900e+01 +9.417899579341053595e+00 +4.365691508934872900e+00 +6.792830751516873988e+00 +3.707917573273377343e+00 +1.091831603493881175e+01 +9.380763170437177223e+00 +2.194005689343583754e+01 +1.098831685569459182e+01 +-1.306186867659135942e+00 +1.612156968158045345e+01 +8.274593085701937412e+00 +8.445618420518201219e+00 +8.603241714123740280e+00 +1.159150389091604438e+01 +1.345162952783886112e+01 +1.361644456883033172e+01 +1.681071771005338178e+01 +7.310936003943922401e+00 +1.301059912307160005e+01 +5.051517783227851055e+00 +4.230178030137615508e+00 +1.531220108581126738e+01 +5.435878446417603982e+00 +1.368596655020088804e+01 +9.215152342163406729e+00 +1.773737878753428276e+01 +1.728483389306902041e+01 +3.830326159752658555e+00 +1.416508156803139684e+01 +1.823665980721229118e+01 +2.524773326098538462e+01 +1.592967209758725744e+01 +2.036079187720712014e+01 +1.490912808430253733e+01 +9.248929679695947925e+00 +5.388120925630872193e+00 +1.448611892363514642e+01 +1.661610570486921290e+01 +1.773230669839796292e+01 +4.912334844863551098e+00 +1.347558413927374943e+01 +1.046935063641957697e+01 +1.349933816762820982e+01 +9.433486629414943536e+00 +1.829168649746047492e+01 +2.982018781248123673e+01 +7.979152538203749145e+00 +1.653879854752986489e+01 +8.071389692375021241e+00 +7.193643424548909593e+00 +1.830091317777937832e+01 +1.195146737038648155e+01 +9.355425519598966844e+00 +9.215672353806354522e+00 +9.818113659018564476e+00 +1.123422351038028921e+01 +1.565650369175821766e+01 +1.592928278874329351e+01 +7.423446114427818543e+00 +9.621399444448996974e+00 +1.616231742130915450e+01 +1.023897049522734903e+01 +1.843743562606653086e+01 +9.361935009926241946e+00 +1.867939924524146988e+01 +1.244956279226606455e+01 +5.475650424805508010e+00 +1.086678991618663304e+01 +8.297367415867199725e+00 +1.171156378137692400e+01 +1.274367544988834311e+01 +1.960436731256757525e+01 +1.881467743788849134e+01 +1.225515053257845466e+01 +1.050076237058250683e+01 +2.600109193404605890e+00 +1.433711643184707896e+01 +1.084465356081528853e+01 +1.289336212828970929e+01 +1.254143650785093200e+01 +1.101740937447434021e+01 +1.069384887816189433e+01 +6.814950057719968868e+00 +1.120625657416537990e+01 +1.105081854091072557e+01 +2.860043972313661698e+00 +8.496418283769287427e+00 +1.558446448579397270e+01 +1.142879358114798549e+01 +8.475455688126046994e+00 +1.664090197106351354e+01 +1.528652347558423230e+01 +1.341132487594686040e+01 +2.776884024035875598e+01 +9.965348639462320079e+00 +3.387161874638887582e+01 +1.904350960756806899e+01 +1.165643492461678932e+01 +5.894822925438305106e+00 +2.338263493925691705e+01 +6.336584760659036419e+00 +5.701864067379958101e+00 +1.197995480893528963e+01 +2.139990456606194869e+01 +1.462941346700516476e+01 +6.531663527810181336e+00 +1.706897604791207357e+01 +1.242274050674825503e+01 +1.548472706516977837e+01 +5.991567423260278247e+00 +1.948489005950619912e+01 +9.692250020156407686e+00 +1.098387028731049497e+01 +8.732274889557189113e+00 +2.488548826221158095e+01 +1.243834209192080209e+01 +2.312471460558002434e+01 +1.353797698334770416e+01 +1.537953533446275856e+01 +2.227693371482497753e+01 +2.311422712757222087e+01 +2.228431162427942525e+01 +1.418819927977561690e+01 +1.189759315833917697e+01 +8.077481281655536804e+00 +5.723434828245288486e+00 +1.012204848596174145e+01 +2.605588822166586738e+01 +6.949573216920697405e+00 +6.288035330646749799e+00 +1.657369794767963356e+01 +1.512090148691987679e+01 +1.295627246504355412e+01 +1.062102535807095194e+01 +6.727800997716045117e+00 +1.367783430919668319e+01 +6.901914376663341955e+00 +7.131997273743465371e+00 +1.625849330820828698e+01 +1.199929379449396549e+01 +9.191556819582118010e+00 +1.535595607181707578e+01 +5.425055094274185308e+00 +2.933588190177887611e+01 +1.353917702595893502e+01 +1.604053682125864100e+01 +4.782250179789642175e+00 +1.469687474846340081e+01 +1.443302760438490395e+01 +1.814926578142934943e+01 +7.380988354427067577e+00 +1.609423345426957042e+01 +1.536677828627549047e+01 +1.122482872427184475e+01 +8.053950907887781341e+00 +8.400598023026674355e+00 +8.472697724441317746e+00 +1.761384878151534394e+01 +5.625450300933536596e+00 +1.348483625372111305e+01 +7.935663853796867784e+00 +7.901889354044669744e+00 +4.243717369159668351e+00 +1.689767222753566500e+01 +1.227673644887822491e+01 +1.170568129203333285e+01 +8.998631826204828599e+00 +5.647539887605006470e+00 +7.943457878546652751e+00 +7.670981646079084726e+00 +1.305801992663805322e+01 +7.079160131251512666e+00 +4.554438196212103662e+00 +1.250738653284571456e+01 +1.092799930959070309e+01 +4.732355898220461654e+00 +1.522380068403451503e+01 +9.769466748577301018e+00 +1.657727674924535677e+01 +1.373336223999861261e+01 +1.568030104412872561e+01 +8.259102167082360779e+00 +1.714895777475766181e+01 +1.045732967547409942e+01 +8.308816792450855360e+00 +7.486444739509806823e+00 +2.292216134711496522e+01 +2.383698538900723918e+01 +3.687482100357300396e+00 +9.290512986795192774e+00 +2.877798869090783285e+01 +5.703661924602442923e+00 +7.373081066903878877e+00 +9.874091476840874293e+00 +9.353773724489968799e+00 +1.083260632925932043e+01 +9.535590570734740368e+00 +1.425229677009618001e+01 +1.151515368342141699e+01 +4.808618811042805419e+00 +1.519958939886929272e+01 +5.666839075509855661e+00 +1.956075146998809089e+01 +3.206823930589779081e+01 +1.930006504020289526e+01 +1.141746223566084950e+01 +9.309899186931758663e+00 +1.931741271036995045e+01 +1.956201523703036571e+01 +1.146295252170924073e+01 +2.029799789626567019e+01 +8.137162261025807197e+00 +1.079850182755023980e+00 +1.843950692456168383e+01 +1.279387805444136461e+01 +7.308369200092528217e+00 +2.654449600158224598e+01 +-3.604503239582328433e-01 +1.996229590168258028e+01 +6.920350808553862976e+00 +1.522380068403451503e+01 +1.080097817979287811e+01 +8.515530187027181341e+00 +9.749515748346780697e+00 +1.070269398273062222e+01 +7.360837430992674513e+00 +1.232655279452592367e+01 +2.261499751250141799e+01 +1.536677828627549047e+01 +1.007805617127270637e+01 +2.251357094513329571e+01 +1.254869589377439354e+01 +1.511266157480017114e+01 +1.299768756319383556e+01 +1.546918037419283110e+01 +1.320714742945763476e+01 +1.560330098608703508e+01 +2.718919149704284166e+00 +1.086204775852502280e+01 +1.595292937801332300e+00 +1.595720266580323710e+01 +7.213377817834654593e+00 +5.462097135657273839e+00 +5.057990414136114055e+00 +1.209304036269300298e+01 +7.535586045868370775e+00 +8.845963559947136901e+00 +1.715474757955816187e+01 +1.716430348878127177e+01 +1.252737919025773294e+01 +7.191809659962856927e+00 +1.299293102322918969e+01 +1.328668585046908390e+01 +6.548699253719490798e+00 +3.723750535479553037e+00 +1.684704372664091920e+01 +1.688576028368588311e+01 +3.388157914373354629e+01 +1.641401116391196524e+01 +7.932532415129301739e+00 +1.792240735577335897e+01 +2.478906593187335261e+01 +1.773537988224295248e+01 +1.232463975389001121e+01 +1.343521162434608129e+01 +6.649689665950461404e+00 +1.084796468977160089e+01 +9.547983705560170620e+00 +1.433711643184707896e+01 +5.470076533050331591e+00 +4.612057147571704263e+00 +1.330731066849078559e+01 +6.218051877088996093e+00 +1.148679702993393903e+01 +8.121634501514009230e+00 +1.684042113293946841e+01 +9.380763170437177223e+00 +1.311060819912013642e+01 +9.113442391221965977e+00 +1.326798919155827150e+01 +5.903589855635971162e+00 +1.052617252633348244e+01 +1.339322273162177623e+01 +1.125400089251553482e+01 +1.387606045942158062e+01 +1.730877896374167335e+01 +1.477972932571290698e+01 +6.725128624041971648e+00 +2.617206102929836220e+01 +5.701864067379958101e+00 +6.276888364065911219e+00 +7.014254673577482890e+00 +1.587598943512777794e+01 +1.158101838574327758e+01 +1.144574611873443359e+01 +6.308743734885652543e+00 +1.539942059969561683e+01 +2.363413750325453577e+01 +1.152371295729238909e+01 +7.815220467143660699e+00 +1.985220630686436039e+01 +9.619340745744651144e+00 +1.215689441072505872e+01 +-2.762152374050160120e+00 +1.333457758549198502e+01 +1.405861352991921365e+01 +4.611934375132662467e+00 +1.619607921861737054e+01 +2.793170921549400987e+01 +4.732355898220461654e+00 +1.061682348077441418e+01 +9.833470443806845651e+00 +1.785087860323051245e+01 +5.451145536331637231e+00 +1.243834613198917793e+01 +1.084937285046538591e+01 +1.662177636340682341e+01 +8.772001989316478898e+00 +3.112116705703982689e+00 +1.025022754138718994e+01 +8.601782941023827789e-01 +1.083940352117693351e+01 +8.476343620026128178e+00 +9.639643696112912608e+00 +5.042034512386315726e+00 +1.538497186814868201e+01 +1.256362635775212766e+01 +2.416661716857713316e+01 +1.522380068403451503e+01 +2.967308783448977749e+01 +1.459940118431872236e+01 +2.471902159256255516e+01 +9.640710161932034339e+00 +1.144781899124461688e+01 +2.507058535124404841e+01 +2.140059081576671929e+01 +1.153227838765877777e+01 +1.113360752797024134e+01 +1.996245103189768599e+01 +1.344519747901532014e+01 +5.701864067379958101e+00 +1.137613907096982757e+01 +2.000100196385271545e+01 +6.723031736933549496e+00 +1.664090197106351354e+01 +1.235330493499000681e+01 +8.483958295667676452e+00 +1.227767482006224498e+01 +1.368596655020088804e+01 +2.174443479563169035e+01 +1.165906467049978801e+01 +1.132086539854300611e+01 +1.444091560253185946e+01 +9.966330365943747438e+00 +1.345968382380671358e+01 +5.073587523437964819e+00 +4.946757084572965368e+00 +1.306605417583172368e+01 +2.504460476950106340e+01 +8.717848206260384814e+00 +1.066411314690097356e+01 +8.646329616639732762e+00 +1.174703486616546400e+01 +9.620826295479659507e+00 +2.031127339780985608e+01 +1.272658086717952131e+01 +9.934414002007613931e+00 +1.615980810299768677e+01 +1.556107357995095697e+01 +2.851470246927082997e+01 +1.211086019263559876e+01 +1.457980843815666105e+01 +5.739209497440597829e+00 +1.517002034304222491e+01 +8.179558347711207489e+00 +1.740109890619805810e+01 +6.249477523236876664e+00 +1.652576023630814461e+01 +2.149322897798144538e+01 +8.262918795108703307e+00 +4.609676070232126222e+00 +1.083906122759476887e+01 +1.257578853214202752e+01 +1.149392143963204660e+01 +6.614924018848014953e+00 +1.440634981920561586e+01 +9.760218532292768145e-01 +1.197677036451464971e+01 +8.054361795241845812e+00 +6.953725474774330451e+00 +1.136466741005492054e+01 +4.899117977807733837e+00 +1.079750585393263407e+01 +6.589321133954030074e+00 +4.842977781457008746e+00 +1.002451396336995515e+01 +1.046484712698529052e+01 +5.244671446002300286e+00 +1.092226602312483408e+01 +3.387161874638887582e+01 +1.095443571783114578e+01 +1.307395443867432050e+01 +4.052772057572830988e+00 +1.587305624223981226e+01 +2.207467303765270117e+01 +1.175202348416775067e+01 +1.203390326864150950e+01 +6.776804360644206326e+00 +1.689937740024677737e+01 +1.530721629451628019e+01 +2.255026564784635923e+01 +7.536380481935211151e+00 +8.027229962224183168e+00 +1.711011674016140205e+01 +1.986423799792734712e+01 +3.649264343628075835e+00 +1.432812523416598083e+01 +5.050818906354592741e+00 +1.047639252152595191e+01 +1.949520056009282598e+01 +1.284608774618662608e+01 +1.110957874374614107e+01 +1.773371971129009239e+01 +1.563990879236213516e+01 +1.079785768465347928e+01 +1.106510507271502775e+01 +1.860229843912679826e+01 +2.120450031175450079e+01 +1.057784355651142505e+01 +3.865068500274134067e+00 +2.936520496220978771e+00 +7.016860776322673132e+00 +9.569289218039187972e+00 +6.595584024946958834e+00 +2.331325524916795189e+01 +1.530778403101919594e+01 +9.416435187349634361e+00 +1.600352112603398780e+01 +2.743855196611727365e+01 +2.504460476950106340e+01 +1.181961133140784170e+01 +5.625450300933536596e+00 +1.778575169455922378e+01 +2.262723684375794164e+01 +8.824897783475137203e+00 +4.070044740155367435e+00 +1.033917216868749733e+01 +2.023645990343896983e+01 +6.422755108379789135e+00 +1.933871440888333382e+01 +1.219935181582837913e+01 +1.301746995516427319e+01 +1.147267855686088467e+01 +4.332686340489658505e+00 +6.535702273629269143e+00 +1.878905640802675237e+01 +1.664096097618850933e+01 +1.127326531336143489e+01 +1.763494667274768801e+01 +1.230781811964031647e+01 +2.844588039789798017e+00 +1.308921068369616592e+01 +8.569648244499830980e+00 +8.457182370395784687e+00 +2.504460476950106340e+01 +1.822354191482325803e+01 +1.206818307689340486e+01 +1.545993548396387496e+01 +1.750453900619534409e+01 +9.573087214431126313e+00 +8.647064684874422369e+00 +2.292792906047077395e+01 +8.547435374369399597e+00 +9.698979119944837635e+00 +1.375885141658437760e+01 +8.804098635741695489e+00 +5.939855632668724184e+00 +1.547067485634740081e+01 +1.748398437578048004e+01 +5.050818906354592741e+00 +9.350432395389205453e+00 +1.073414857465249383e+01 +1.145850671509826668e+01 +5.422684143082051378e+00 +1.070003201744867738e+01 +8.429342217379073077e+00 +1.104029506343356104e+01 +1.182748077769863926e+01 +1.017364227372470964e+01 +1.389939524371153823e+01 +1.108912104137782251e+01 +2.950373506100078203e+00 +1.483875278574480205e+01 +1.706897604791207357e+01 +1.119577842704320858e+01 +1.086604375070115225e+01 +1.414771079161627654e+01 +1.095503697397795406e+01 +1.216830289527698028e+01 +1.301407718551588744e+01 +4.244436910506834693e+00 +1.250738653284571456e+01 +8.290652052346217715e+00 +2.358068757984793251e+01 +1.265996240917239390e+01 +1.240343239698162847e+01 +8.867237506157991334e+00 +9.981949303566423737e+00 +1.878494130398576090e+01 +1.448921882172795961e+01 +1.964287442241644044e+01 +1.319273118651922516e+01 +1.182308487747840786e+01 +1.714633930170590759e+01 +1.372197177656312306e+01 +1.062102535807095194e+01 +1.143012871840755906e+01 +1.800956665768246978e+01 +1.285217131945277913e+01 +7.155796786820857847e+00 +1.618775107468020735e+01 +1.727234516563883915e+01 +9.913923185219630341e+00 +1.097742828076576416e+01 +2.234238397581049185e+01 +1.267018885896970914e+01 +8.001270800608068612e+00 +8.020351690736191586e+00 +9.872153768464798418e+00 +1.648369057133989202e+01 +3.553810619733303611e+01 +1.054848869413898171e+01 +1.373985420661875878e+01 +1.916721287292139664e+01 +1.563294893990151024e+01 +1.440177395406631433e+01 +1.414771012687560869e+01 +1.574435318337235401e+01 +1.412324068692058177e+01 +1.730877896374167335e+01 +1.517008156738114621e+01 +1.324648425122806827e+01 +1.368543337427253448e+01 +9.316726850760232992e+00 +9.283512003398044499e+00 +1.519280055219100234e+01 +7.376481906699979163e+00 +1.168014537457774793e+01 +1.747991399022056669e+01 +1.749876053303152901e+01 +1.297910436735583062e+01 +1.002019550253739055e+01 +8.564582908530098848e+00 +1.126584856038503801e+01 +1.644856236262957339e+01 +3.054880997905840445e+00 +3.449988718146481403e+01 +1.261011421177751402e+01 +8.266416980263301184e+00 +1.043118172206040128e+01 +1.695138552262999099e+01 +1.269946203637074689e+01 +1.643178090463568708e+01 +1.045741438606908957e+01 +1.086067233397054110e+01 +1.144452775843106451e+01 +1.622708895662724160e+01 +1.518618304440104794e+01 +4.537929514196889613e+00 +1.108120843051877102e+01 +1.939028285435651355e+01 +4.454137729987692751e+00 +1.289415893316665063e+01 +1.299209938627517147e+01 +5.882748640757668568e+00 +2.381630630503657642e+01 +1.206680568563984934e+01 +2.102766430966811129e+01 +1.209294281573008334e+01 +1.390706507889680665e+01 +3.892075772488539087e+00 +9.835102965778915518e+00 +7.518759596605718798e+00 +4.844248545158663433e+00 +5.453883884948069749e+00 +1.858396284478271809e+01 +1.841909399003844783e+01 +8.718286885437152023e+00 +1.148402334339358788e+01 +1.438307056759659019e+01 +1.227532261436267902e+01 +1.120656778974185386e+01 +1.616369867172608110e+01 +1.708893637694612266e+01 +7.437590386815159604e+00 +1.446333771129218349e+00 +2.261499751250141799e+01 +1.702805928559921256e+01 +1.552998238715346702e+00 +1.443027122608823731e+01 +1.151467065937066536e+01 +1.384810795321654098e+01 +1.270090834732322094e+01 +7.855382094794734371e+00 +7.835948098299368780e+00 +7.592796505264914231e+00 +1.027866220873919190e+01 +7.266038848567802688e+00 +9.501839896339049574e+00 +2.214889936539351822e+01 +8.279453847002514522e+00 +1.142879358114798549e+01 +8.000281422397335973e+00 +2.335901030588625815e+01 +1.159099951100641590e+01 +1.547454536152127957e+01 +1.844112010796341394e+01 +1.497770066252205368e+01 +6.192085411869669542e+00 +2.570234803129824286e+01 +8.084004166653130596e+00 +6.394802579474770710e+00 +1.420920486661833593e+01 +1.760214016507721624e+01 +2.328985860023833254e+01 +2.216887050666358050e+01 +8.561684526861299105e+00 +1.033798163260432545e+01 +8.456478481020539562e+00 +9.143507415774223546e+00 +3.430015938075413828e+00 +1.738024162004364825e+00 +1.690609031883256819e+01 +9.361416068804871315e+00 +1.705390431284978092e+01 +4.879769974281842337e+00 +9.085172276338198571e+00 +1.326049495526403632e+01 +2.772798591402938939e+00 +7.682554207235028798e+00 +6.126401531965058211e+00 +1.205579574899478246e+01 +6.920350808553862976e+00 +1.210716056980784572e+01 +9.390861764614783169e+00 +7.732605055407262284e+00 +1.073138262108432173e+01 +1.395513561840982675e+01 +8.391873694169404985e+00 +2.664764029359159281e+01 +1.006654683221825053e+01 +7.473296227456046381e+00 +1.179095905474649442e+01 +1.291196359313097730e+01 +1.418470419907428948e+01 +1.974928554199057373e+01 +1.599448754097211634e+01 +1.035848372820150587e+01 +1.388815561567474788e+01 +1.225991760715155010e+01 +8.446883235076171559e+00 +5.881618338483050934e+00 +9.207533355081551463e+00 +1.183120835465317100e+01 +5.486073069836393756e+00 +1.385913327795418581e+01 +1.070003201744867738e+01 +6.251188261271309443e+00 +1.553849876548173370e+01 +9.324448044260464030e+00 +9.103487536115082435e+00 +7.014841167162842339e+00 +5.234062327374005008e+00 +1.511635903206246212e+01 +1.956593668874894831e+01 +1.609408323108972638e+01 +6.057136643293787870e+00 +2.012079513265582875e+01 +1.558873424539582686e+01 +2.321653512359893057e+01 +1.743168984715714487e+01 +1.420715364052473717e+01 +1.355247299433999331e+01 +2.635331281988548824e+01 +2.068713902611099797e+01 +1.285217131945277913e+01 +7.589134323850956321e+00 +9.326334752358874880e+00 +9.100031764490694286e+00 +9.047762392990563285e+00 +6.131394842407487999e+00 +1.084465356081528853e+01 +1.492832237067283074e+01 +9.855672668443858697e+00 +1.797284600771958196e+01 +6.129036044970973762e+00 +1.665293354380044377e+01 +9.874273919552749135e+00 +9.923354808728163334e+00 +1.567100384523149614e+01 +1.232424637619955377e+01 +1.051381895710912318e+01 +1.591139458672414264e+01 +1.579142007681238624e+01 +1.453697204329064618e+01 +1.631936867257530821e+01 +3.346999779491270033e+00 +3.866670443758835063e-01 +-7.007920868477128806e-01 +7.943938914336442281e+00 +1.352152712984464245e+01 +1.349370735532373544e+01 +1.094174814230994741e+01 +1.631111290167358163e+01 +1.399357824717770882e+01 +4.029267885955491124e+00 +9.636047796499553897e+00 +1.153757815620733140e+01 +1.032411047307381580e+01 +1.800674382792394113e+01 +1.297451574204397673e+01 +8.350987930158922268e+00 +2.884825096627949392e+00 +2.190438507652805811e+01 +9.593626320928436257e+00 +2.276853922432607646e+00 +1.362361618527719997e+01 +8.383569026758308951e+00 +8.285001242877441996e+00 +7.554441134866166863e+00 +1.535434707007168242e+01 +9.768508894952688593e+00 +3.006879999488262456e+00 +3.403524325970711573e+01 +8.724402659998929721e+00 +1.333866477793387162e+01 +1.224001978195025231e+01 +1.046712559699504652e+01 +1.305437712782396886e+01 +1.412252995891996932e+01 +1.722217553965489856e+01 +1.261011421177751402e+01 +1.662428650537522401e+01 +1.717881260698845836e-01 +1.151592633359989293e+01 +8.249002578570738820e+00 +1.157211384909975038e+01 +4.436109871801093618e+00 +1.907969946189581378e+00 +5.413205586218822418e+00 +1.576203145026563845e+01 +1.589965959869682877e+01 +1.548373354384047218e+01 +1.384654887908297383e+01 +1.252525269126967089e+01 +9.538654426874714432e+00 +8.558946168633184470e+00 +9.943610569383579900e+00 +6.548039129270463832e+00 +4.979806540953404692e+00 +1.607471383314971547e+01 +1.200024458150284090e+01 +1.059395195321667416e+01 +1.461847512935332816e+01 +1.355931865453857199e+01 +1.001311467601523475e+01 +1.381545948714683902e+01 +1.551419158053673186e+01 +5.049708737034968919e+00 +1.263348739811165444e+01 +1.507087744267765572e+01 +6.542578946938007789e+00 +5.162298559997054781e+00 +4.034544571318207318e+00 +6.097802014395114156e+00 +1.487354548504869456e+01 +1.308436179404111499e+01 +1.214962882840026737e+01 +1.232155969952029295e+01 +9.853924815966507822e+00 +1.551058803601580394e+01 +2.146981332054772906e+01 +8.341475357573827409e+00 +1.032411047307381580e+01 +9.535257144112776473e+00 +1.207990945336007371e+01 +5.210351013299103329e+00 +7.488672857930197324e+00 +1.316748953739752892e+01 +7.867109465102231525e+00 +1.074684381655447396e+01 +1.106983535291526266e+01 +9.654243197442056612e+00 +8.792256271323068972e+00 +5.224484750029446900e+00 +1.516132277690411456e+01 +2.689071031478702878e+01 +1.037544267684214105e+01 +3.553810619733303611e+01 +6.676392058988923850e+00 +1.059577803492730652e+01 +1.468551871112941853e+01 +1.190623911850617844e+01 +8.566003154345182224e+00 +1.175634207548860388e+01 +5.281229739086640507e+00 +1.268443787535858291e+01 +1.008401059151589152e+01 +9.463047615797421486e+00 +1.438939582200268319e+01 +5.261186562625347563e+00 +8.235421852965757239e+00 +9.851207193247532246e+00 +9.623174033312423603e+00 +1.711321846812347758e+01 +1.362746485978755118e+01 +1.506824774799757449e+01 +2.019287031637816199e+00 +1.199903820611200445e+01 +6.195402395266867757e+00 +1.324314400031171601e+01 +3.128752202391183346e+00 +1.474656518644290770e+01 +1.041475000812836527e+01 +2.042115142671920580e+01 +1.068255599237438958e+01 +1.152371295729238909e+01 +1.166475722232752332e+01 +1.014840333208175593e+01 +6.156332550406787618e+00 +1.116051364937879953e+01 +1.108630747410722961e+01 +1.422860862378817615e+01 +1.574493297000756797e+01 +1.424969260726322773e+01 +1.695290924872550420e+01 +1.050347410451085750e+01 +1.054016603936265994e+01 +1.677602908943032389e+01 +1.409560794815170937e+01 +1.106948655832107420e+01 +2.783945449415513451e+01 +1.000480212839300975e+01 +1.113073278819520340e+01 +1.150691241130628839e+01 +1.390360901416171657e+01 +6.166396526652150101e+00 +4.789673458572167419e+00 +5.627050669246244752e+00 +3.578030801147036755e+00 +6.301657994128404994e+00 +9.549996594898587432e+00 +9.651591044815788223e+00 +5.584123166459505683e+00 +1.317924485126567902e+01 +1.716247675827337105e+01 +2.584586607727190710e+01 +1.481905453364774417e+01 +1.244073072457658213e+01 +6.463226337021893642e+00 +6.722802798516340772e+00 +1.377295512892946761e+01 +9.522931353713943281e+00 +6.170749866186966415e+00 +6.439181876788566683e+00 +8.833075438842939775e+00 +5.667729234548431805e+00 +4.328872295862268516e+00 +9.400863591036042521e+00 +8.198384312945577790e+00 +1.311434545242957483e+01 +6.023330583714212594e+00 +9.499275268930716720e+00 +1.467954986791205840e+01 +1.504012046883418918e+01 +1.609140494731362026e+01 +2.157939551961837310e+01 +1.650813779987777252e+01 +1.721851162814854774e+01 +8.956266002702264473e+00 +8.646830608003924112e+00 +8.391639831368564728e+00 +1.628412767869497202e+01 +1.291535518304844743e+01 +1.057784355651142505e+01 +1.432515166720457955e+01 +1.206786155474338784e+01 +1.891304608428936262e+01 +5.701864067379958101e+00 +7.041085889812634946e+00 +6.335927603411832365e+00 +3.723750535479553037e+00 +1.213493562185125541e+01 +1.656056909684937750e+01 +1.665507019611422379e+01 +2.994669649800766820e+01 +1.815364844298062508e+01 +1.099862545437494532e+01 +4.264547486171920809e+00 +2.388055720635560419e+01 +8.725192032126841468e+00 +1.257961178498779020e+01 +8.073451418506763844e+00 +1.434882839682487088e+01 +9.656592799404791094e+00 +4.503978671319359250e+00 +6.019282376116947830e+00 +1.545000128910919557e+01 +6.257921219462701856e+00 +7.507188103902805665e+00 +3.525518716165052524e+00 +1.884061065803348356e+01 +1.298970753009632517e+01 +9.907199184906417599e+00 +1.592501030402287654e+01 +8.863137321860435236e+00 +9.883482247218594807e+00 +1.293784572152884493e+01 +5.773612862346595875e+00 +1.424666758033355052e+01 +1.652024372636269334e+01 +2.012696096182047256e+01 +2.654374591950221429e+01 +1.462135951287375235e+01 +9.828259048471551296e+00 +9.280162628742360198e+00 +1.210216517905622879e+01 +9.292768531096527340e+00 +1.968752211658774343e+01 +1.612653708955315324e+01 +9.423359905908014866e+00 +1.307131319880663511e+01 +3.318964569097020956e+01 +1.304609143118072723e+01 +1.445839297903512488e+01 +8.755880569125025659e+00 +1.275227815428149825e+01 +1.111042686712956140e+01 +7.898907654354047736e+00 +1.692624074793197053e+01 +7.863784735782530788e-01 +1.461519773661171939e+01 +1.660640843478891782e+01 +1.195364975447763811e+01 +1.182823286488741132e+01 +1.031742644849182966e+01 +5.079127086691983095e+00 +1.208081699779492624e+01 +1.352938316250023831e+01 +1.894297841542314131e+01 +1.541292381079499307e+01 +1.260033858660216310e+01 +2.076464007809211409e+01 +1.224592666613779102e+01 +2.578214878705394142e+01 +1.016303235534081750e+01 +7.687018884355914849e+00 +1.845596007467845823e+01 +6.938189872915785372e+00 +1.522380068403451503e+01 +4.193116960485241407e-01 +1.987923823164226178e+01 +8.966396252423677993e+00 +1.114028824170419796e+01 +1.062589978106467470e+01 +8.789099536652457800e+00 +5.821141455941202025e+00 +4.230178030137615508e+00 +1.450624205934113320e+01 +9.105222964273636421e+00 +1.305730604506038617e+01 +6.794405405368735273e+00 +5.486073069836393756e+00 +1.497770066252205368e+01 +1.616175400847183141e+01 +1.200387044465573183e+01 +1.477026476843306568e+01 +3.346458197279090996e+01 +5.797721260218693828e+00 +1.104481916240770545e+01 +1.245474963882369934e+01 +1.447341388195361844e+01 +5.877897686812630695e+00 +1.244591339856108902e+01 +6.272547050839762051e+00 +1.433128133350948019e+01 +5.842130384650985775e+00 +1.846006693235162288e+01 +1.814400709895745933e+01 +1.297689104300729923e+01 +1.140104678454562759e+01 +9.347258643030230019e+00 +1.509089377023214240e+01 +3.017085831295523235e+01 +7.583981471022866572e+00 +1.598610743480631413e+01 +5.486073069836393756e+00 +1.782719723796316202e+01 +1.257528102974812612e+01 +3.862230316884051717e+00 +5.701864067379958101e+00 +1.023851258957141397e+01 +1.624040655863562677e+01 +7.331415414622156845e+00 +1.316124774460260483e+01 +1.770643384343884463e+01 +1.224777470333128804e+01 +3.942697932452745135e+00 +1.221429739332459974e+01 +1.652650781731964003e+01 +1.388809788462393158e+01 +1.554208842235239274e+01 +2.106060840955797175e+01 +2.209287026459497838e+01 +1.356287119375453187e+01 +1.956684792889890900e+01 +3.387161874638887582e+01 +1.333935658166743110e+01 +1.836511474913538677e+01 +1.306991229650304831e+01 +5.057679142398569638e+00 +1.537344695100826186e+01 +1.092210773134461022e+01 +8.028021394909799824e+00 +1.532979816720022370e+01 +1.522380068403451503e+01 +1.304310199102579304e+01 +4.948632911004324342e+00 +7.125651227578401858e+00 +3.125705140385217362e+01 +1.317982132235172799e+01 +1.085532862926540076e+01 +3.614612640863913384e+01 +3.687482100357300396e+00 +4.359420121304836471e+00 +8.869222396559138133e+00 +7.600099634229636081e+00 +1.232310598543659808e+01 +1.906113937502503575e+01 +8.277290439508007580e+00 +8.646329616639732762e+00 +6.757285997072642658e+00 +1.375792834110814056e+01 +7.576454453044590309e+00 +6.911870925341006000e+00 +6.502580941682140292e+00 +8.178746229068124762e+00 +3.648996571296592606e+00 +1.656520448720756633e+01 +7.756680257985905769e+00 +5.810873599257959654e+00 +1.420715364052473717e+01 +1.081400765291238031e+01 +5.845172560835322884e+00 +4.074046007111206791e+00 +8.812805021128582439e+00 +1.628511980939104831e+01 +1.320871676294621011e+01 +1.829778485030810486e+01 +7.390885411297858809e+00 +1.054225666880046219e+01 +1.696308492120645894e+01 +1.662274754565993362e+01 +1.178678496758558936e+01 +1.348483625372111305e+01 +1.207990945336007371e+01 +9.406928107288450747e+00 +7.265145619659818976e+00 +1.239108976693103159e+01 +8.212270728665288289e+00 +1.024544127624126588e+01 +1.621732724566182071e+01 +1.745819511552736003e+01 +1.009013187275012058e+01 +1.839445946945795640e+01 +1.589511391659223705e+01 +1.150298275710369467e+01 +2.696768732456077089e+01 +7.738412523176251057e+00 +1.446893132170656315e+01 +1.305641297119537114e+01 +1.230662534741962588e+01 +9.977954241446553851e+00 +1.477189882397826182e+01 +4.353097585362291966e+00 +1.081337638501966580e+01 +8.683025410465447180e+00 +5.422279619048595123e+00 +2.676451809089498113e+01 +5.712853565026350111e+00 +2.743855196611727365e+01 +7.200886111921974475e+00 +1.309272350915487948e+01 +6.253974585120545271e+00 +9.280162628742360198e+00 +9.414789367113769458e+00 +8.322693132842587715e+00 +1.643591732546336459e+01 +1.221743116408890728e+01 +1.017927377696491931e+01 +1.050971472181460342e+01 +1.122316665432423122e+01 +7.420648283623734187e+00 +1.288045192093954938e+01 +2.138049173625412891e+01 +1.314523653597979092e+01 +1.490686162593243580e+01 +1.469669091839884345e+01 +1.459880265301273994e+01 +8.135715324842195173e+00 +1.165948632079631864e+01 +1.070003201744867738e+01 +4.121603654325639354e+00 +1.552663377575545667e+01 +1.818154284762923112e+01 +9.361109897560226045e+00 +1.559373655283340554e+01 +7.787371085677662563e+00 +4.867732614756519638e+00 +7.646359348885667373e+00 +1.989814331372572553e+01 +1.126644534589433988e+01 +1.376640976787707871e+01 +3.346458197279090996e+01 +7.264148731391486535e+00 +1.066566528670368541e+01 +1.619769824214949949e+01 +8.845963559947136901e+00 +1.199427263691706003e+01 +1.504283739105832751e+01 +1.310881115188188062e+01 +1.624128042109020953e+00 +2.504460476950106340e+01 +1.260833431597647802e+01 +7.681942680109514754e+00 +1.243596139989179505e+01 +8.084004166653130596e+00 +8.631615561898172473e+00 +1.559700169896950683e+01 +2.506735979600647113e+01 +1.684257063751350358e+01 +5.447632884201439651e+00 +1.064896313197486677e+01 +1.145867882637308810e+01 +2.299069118468875672e+01 +2.252392583389037384e+01 +8.555641609594161423e+00 +1.169158974815242402e+01 +9.406556790208099983e+00 +9.011595718028559077e+00 +1.190815902223486944e+01 +8.104351526025425301e+00 +1.129035177234219134e+01 +1.932296208676032734e+01 +7.217996400419863789e+00 +7.581500389917323446e+00 +1.619550374074255217e+01 +8.939183018534535563e+00 +1.502378390149753784e+01 +1.352064838008904246e+01 +1.283641151416988180e+01 +2.103220784504109986e+01 +1.177965228177558288e+01 +1.345630659890956338e+01 +1.086204775852502280e+01 +1.746470277340131361e+01 +1.041447081707866573e+01 +3.524471621130899734e+00 +6.459491038259301376e+00 +1.391537792429880938e+01 +1.455907088182306097e+01 +1.609838672696351125e+01 +9.361798858171425763e+00 +1.723796525072312136e+01 +8.353472006394724758e+00 +6.016488420362094303e+00 +1.135436702941518661e+01 +2.037771202108505975e+01 +6.912133672700122133e+00 +1.666400302871728911e+01 +1.101807611891354099e+01 +4.609676070232126222e+00 +1.522757161829437678e+01 +1.288454989662331229e+01 +7.197259723320186708e+00 +1.749602543262881227e+01 +1.021769489709934930e+01 +1.574363016748876021e+01 +1.427403882989717943e+01 +9.002587163325316055e+00 +1.072744437330497647e+01 +1.421884577487880108e+01 +2.016700946721205412e+01 +1.111397998109893592e+01 +1.825128205317935226e+01 +2.869678184660358511e+01 +1.735120537403162189e+01 +1.639299189016158209e+01 +1.346941651817270724e+01 +1.981587345473637640e+01 +1.790750121399851480e+01 +1.356285399140126913e+01 +1.094815298272197879e+01 +1.472588792009018732e+01 +9.812728428306698447e+00 +5.312976750313040952e+00 +5.030356518751304407e+00 +5.496063169342562560e+00 +1.207990945336007371e+01 +1.001643547756928854e+01 +1.592067913563934667e+01 +2.128564783788495163e+01 +2.848869858791753984e+01 +1.582706290165248220e+01 +1.050891479959105368e+01 +1.026633652949658426e+01 +7.079013249830694576e+00 +9.906844949842096071e+00 +5.008736896290457707e+00 +9.147994781973693534e+00 +4.876400385362344991e+00 +8.561684526861299105e+00 +1.239452371786252627e+01 +1.239530011392983511e+01 +1.183459254338484357e+01 +1.183744231066702923e+01 +1.073138262108432173e+01 +1.342253380025317711e+01 +1.352424869169546184e+01 +1.192483794308294875e+01 +1.190989578544305516e+01 +2.242933478365941369e+01 +8.642083317264237508e+00 +1.780728774319950958e+01 +1.367136104684303177e+01 +1.868367162026362394e+01 +1.492832237067283074e+01 +6.414234665034840077e+00 +7.859558976836609645e+00 +1.733161420246922546e+01 +1.046345862822109041e+01 +6.146194980899451821e+00 +1.061859482382294573e+01 +6.617238264433964900e+00 +8.743783154630236254e+00 +1.367823062135840928e+01 +1.402922850831700430e+01 +1.017615225340296092e+01 +5.446935858126991548e+00 +1.449345801646900611e+01 +2.031017526945508678e+01 +1.040277119293178032e+01 +2.161896033643014903e+01 +1.519234127336929419e+01 +4.324754709580687972e+00 +1.837752017441036401e+01 +1.608071901677610072e+01 +1.213296767681279675e+01 +1.314523653597979092e+01 +1.726933981373130678e+01 +9.098721152822577096e+00 +1.093946992208972802e+01 +1.118150286235540136e+01 +5.069223890169155311e+00 +6.989233255141115819e+00 +2.718932812936142795e+01 +6.731237468577845107e+00 +1.400351141579766079e+01 +2.531057070225386951e+00 +9.679535608078609243e+00 +1.608841574259787421e+01 +2.018924281664631337e+01 +2.251357094513329571e+01 +2.002516407106169538e+01 +2.042326375636098135e+01 +7.087511891615008608e+00 +8.853571417069460381e+00 +4.740983645957342674e+00 +8.677435261793320365e+00 +1.433711643184707896e+01 +2.338438534444850347e+01 +8.961506255044966451e+00 +7.068259630567055751e+00 +1.520301860451728260e+01 +1.311477691346523500e+01 +1.418867650983962392e+01 +1.326625329324529901e+01 +1.034313838036337074e+01 +1.175284931993314785e+01 +1.543273224364999407e+01 +1.057784355651142505e+01 +5.908808861591992923e+00 +8.626756131622954626e+00 +8.973092845962170827e+00 +4.283755935392079550e+00 +1.524881735341325850e+01 +6.221626350246268089e+00 +6.914160748272678347e+00 +1.405647770703374988e+01 +1.067127927409069343e+01 +1.434550949660410879e+01 +1.239434475568994287e+01 +1.001729302894055706e+01 +1.336483210454746029e+01 +1.286759011736258174e+01 +1.622955916783624275e+01 +1.890055691795771509e+01 +2.098926571502144611e+01 +2.031017526945508678e+01 +5.349075683162908490e+00 +1.110747971249449506e+01 +1.307239104292131060e+01 +1.788959342167120781e+01 +4.725867257188077986e+00 +1.427489551030420500e+01 +1.230662534741962588e+01 +1.174009993063390311e+01 +8.855722832519035137e+00 +1.604768416666240682e+01 +1.867470113247361496e+01 +1.317314507187117556e+01 +1.442225451380038237e+01 +2.373989656103144341e+01 +9.535176732515097342e+00 +1.158835210243945824e+01 +1.354373925784837240e+01 +9.005447112454291414e+00 +1.723762900928684871e+01 +8.478090028449798865e+00 +1.117412915619351566e+01 +5.029891516515036187e+00 +1.006223935370775280e+01 +8.372671240493914979e+00 +1.541292381079499307e+01 +7.204774994777267239e+00 +9.010451363703893435e+00 +2.114105945919507690e+01 +8.331495660280538118e+00 +1.913174663896548111e+01 +1.126540891540892630e+01 +8.665242617726391927e+00 +6.806455952303451795e+00 +1.819754744303148186e+01 +1.638011760168578235e+01 +8.731043812494505119e+00 +1.113572979211542702e+01 +6.776644765605681187e+00 +7.718872610514139865e+00 +7.976249685783656673e+00 +1.908543030651263450e+01 +1.152371295729238909e+01 +3.387161874638887582e+01 +8.084324617688864123e+00 +3.892952399476456549e+00 +8.824880258794891574e+00 +1.792175625132516359e+01 +2.016977523656429128e+01 +1.464954131978423391e+01 +1.117301310987113538e+01 +7.824132675867801368e+00 +7.318544143949026193e+00 +1.755718108213042683e+01 +2.266693264163185972e+01 +1.222379717164976398e+01 +1.176309902397512985e+01 +1.278924995182889290e+01 +4.814879358827411693e+00 +1.177212678262964118e+01 +9.742933740106764162e+00 +1.804055812195028352e+01 +1.414771079161627654e+01 +9.086872850892575570e+00 +2.228908599905386723e+01 +1.072198312179698121e+01 +5.261186562625347563e+00 +3.371778067498539144e+00 +1.261111132021973447e+01 +3.017519696214641556e+00 +8.924848741722826162e+00 +1.101646965908325626e+01 +2.177691053757652639e+01 +-2.457205077527788717e+00 +1.014901059530521366e+01 +1.221797692622691045e+01 +1.313521210404444162e+01 +2.031017526945508678e+01 +1.451453762484283061e+01 +1.638144676808911981e+01 +4.698500445693923666e+00 +1.881977281117447376e+01 +1.510316613331985991e+01 +1.023807179874198425e+01 +1.284691993438229929e+01 +1.250997156513813025e+01 +1.207990945336007371e+01 +8.697380530792543141e+00 +1.195102480000323908e+01 +9.326334752358874880e+00 +8.238452484240184504e+00 +1.156631286238635425e+01 +1.742354761389165674e+01 +2.152055569020573955e+01 +6.951970352866084113e+00 +1.580484586147174753e+01 +1.464649702178022039e+01 +6.497640480810119357e+00 +1.316774376592098861e+01 +8.916028123174385200e+00 +1.383632757742014974e+01 +8.916685886090377267e+00 +1.192419022871663969e+01 +9.754805858937018570e+00 +1.786485096693506591e+01 +9.752279553133988088e+00 +3.918739843162782677e+00 +7.956462386682147780e+00 +1.031163649607260879e+01 +8.697380530792543141e+00 +1.543820604702507637e+01 +6.757941337968063067e+00 +9.165740068719358646e+00 +4.591317618131995459e+00 +1.522380068403451503e+01 +3.664182178404558954e+00 +1.376320720894960914e+01 +5.664586137128921450e+00 +2.829767738019228318e+00 +1.080836232801202357e+01 +1.668656970765371739e+01 +1.025291435066267809e+01 +2.639419256698946015e+01 +9.239128422223330972e+00 +1.495395781461476759e+01 +7.329344395910908361e+00 +7.903253235149094280e+00 +1.585028851624092283e+01 +1.019637499784344925e+01 +1.571254861073131792e+01 +1.369928987493386785e+01 +1.562479905869267327e+01 +4.678375935591219559e+00 +9.809543132618728123e+00 +1.168042827325457722e+01 +1.274582709720252183e+01 +6.394772796156416916e+00 +2.140945197915824849e+01 +1.978317927815395194e+01 +7.269905027960660959e+00 +1.039341198360379792e+01 +1.704203772205404732e+01 +1.019457035093144270e+01 +1.935095246060316754e+01 +6.920350808553862976e+00 +1.729567362471057379e+01 +1.179570022624767489e+01 +8.732105454720027637e+00 +7.363434182685125506e+00 +8.547450177603522548e+00 +7.813315423212827682e+00 +9.231487756733272931e+00 +7.949518947366058796e+00 +1.468717618056633967e+01 +1.259818576541132984e+01 +8.798093715861782016e+00 +1.662428650537522401e+01 +1.819013391519352751e+01 +4.018448368528666492e+00 +3.766568030344556917e+01 +1.240324402971205586e+01 +1.500193491284528591e+01 +1.168920154434191261e+01 +7.204685232409303808e+00 +1.363601947433619443e+01 +9.184300251469053933e+00 +1.634927557126397346e+01 +1.706897604791207357e+01 +6.070567005647745873e+00 +1.824259767272572219e+01 +1.374337542895774789e+01 +1.020725721906887884e+01 +1.204020458378988678e+01 +6.870358177584563464e+00 +1.142879358114798549e+01 +1.261012271727307166e+01 +1.209232570862540967e+01 +9.657952537908911950e+00 +1.940647914726484657e+01 +2.110037917392536144e+01 +1.106082656042362089e+01 +3.451318705346679394e+00 +2.009188286941726176e+01 +9.637866524200987328e+00 +3.516856521102766919e+00 +1.301407718551588744e+01 +3.206823930589779081e+01 +8.436004273764481809e+00 +1.264577838867207049e+01 +8.036330954456886388e+00 +5.868306618093285465e+00 +1.679507376460357193e+01 +1.620967077777929433e+01 +4.887886916224829292e+00 +1.695980577970352954e+01 +6.900209949074891824e+00 +1.486979199252054684e+01 +1.577327594892345530e+01 +2.269664113491316471e+01 +9.085235835644937197e+00 +2.877798869090783285e+01 +9.806020323553056528e+00 +1.460420487501257014e+01 +1.321800355309228792e+01 +1.159045570453160678e+01 +1.497995623987101510e+01 +1.780424875278684738e+01 +1.294209538373023349e+01 +1.012857804962236230e+01 +9.760218532292768145e-01 +1.016075464991027388e+01 +1.583792670149929904e+01 +1.288877118853461923e+01 +8.912536984875586654e+00 +1.268443787535858291e+01 +1.067897553848861492e+01 +1.326274244006613401e+01 +2.743855196611727365e+01 +1.642537907695569288e+01 +1.194605514313839478e+01 +4.713949589204474933e+00 +1.706897604791207357e+01 +1.157315492646264943e+01 +1.265155525839676898e+01 +7.843131761936533053e+00 +1.250383108229243589e+01 +1.734535764256681034e+01 +7.995442096175480629e+00 +1.473936425385454640e+01 +8.608085534984482479e+00 +1.145704329348491513e+01 +1.237176235476269426e+00 +1.171224785107376931e+01 +8.582773956056215070e+00 +7.178038440894425776e+00 +2.015912541784938128e+01 +8.348958809109120693e+00 +1.903993940364024695e+01 +1.170062634849567473e+01 +8.631786416999958078e+00 +1.142417331323873952e+01 +2.330917289541572757e+01 +3.387161874638887582e+01 +1.866802446997367326e+01 +1.084978442005184718e+01 +1.503798354028990047e+01 +3.133005345255739371e+00 +7.578512934725480932e+00 +2.560581266827972513e+01 +3.723750535479553037e+00 +1.882837129574598123e+01 +1.507550641967065985e+01 +1.266307442206468181e+01 +8.533743100878098176e+00 +1.261164916148732118e+01 +6.953725474774330451e+00 +1.625931441939866318e+01 +1.681388715449634219e+01 +1.272402185628297389e+01 +7.965381691512504858e+00 +2.925756384763388951e+00 +2.799220363525741107e+01 +1.153265292660945818e+01 +8.773907064911639964e+00 +8.044742324722321314e+00 +1.004934937654277860e+01 +6.819761915209056724e+00 +1.347522717327950659e+01 +6.229313644834391539e+00 +1.194786417467832962e+01 +1.070036833514805608e+01 +1.614501954917737692e+01 +1.563216008371058763e+01 +1.045366763627885121e+01 +1.027794082907733753e+01 +9.405495108922195868e+00 +1.030971505262753851e+01 +2.933588190177887611e+01 +6.267743206561391389e+00 +1.158940262640003027e+01 +6.251188261271309443e+00 +1.246745983027956584e+01 +1.353939337520864683e+01 +1.965358185217831988e+01 +1.734452632613587753e+01 +9.153368825050307578e+00 +8.061035337090274311e+00 +5.819361394708337798e+00 +1.233302989047948017e+01 +2.271830592185196451e+00 +1.057784355651142505e+01 +1.182237410397374333e+01 +1.334291977811430741e+01 +9.983008283794916338e+00 +7.048660221438524331e+00 +1.522380068403451503e+01 +1.499751436429428963e+01 +3.017085831295523235e+01 +8.991991977366609490e+00 +1.629680113276671705e+01 +1.504327683344476441e+01 +1.989973086482690690e+01 +5.735288675122504287e+00 +1.261011421177751402e+01 +1.675127212902107487e+01 +2.049576614267591879e+01 +6.958661767582455582e+00 +5.134797126933605682e+00 +5.742146052687857605e+00 +1.438307056759659019e+01 +1.304609143118072723e+01 +1.166607529335544768e+01 +1.022248393791080900e+01 +2.156578471559029708e+00 +1.213906719299956194e+01 +8.365326918375899368e+00 +7.086299510312073835e+00 +1.678941414839120227e+01 +2.468777273474512413e+01 +1.545680388261277471e+01 +8.170514835838574186e+00 +1.200748931920693963e+01 +1.651753502987337185e+01 +7.236077118649291151e+00 +1.564382832681894797e+01 +2.110218162867835190e+01 +1.545209285641377051e+01 +1.048533059387787603e+01 +1.272259044936237160e+01 +1.273177322682357726e+01 +8.483737960448095805e+00 +1.242736661091376504e+01 +1.513378748880691660e+01 +1.112654750114919011e+01 +9.459437036958846079e+00 +3.869691403814599084e+00 +2.757564746782992415e+01 +2.979919651045477735e+00 +8.272251666865614084e+00 +9.829028402158215272e+00 +1.185381971890551256e+01 +7.803066382113954091e+00 +1.618775107468020735e+01 +1.869113196875520089e+01 +9.574366288224950949e+00 +1.104126925383111768e+01 +1.207990945336007371e+01 +5.893003191866029056e+00 +4.725203473493962747e+00 +1.095625528685863515e+01 +1.157407348863142715e+01 +1.252925890707474821e+01 +6.603088134307782298e+00 +1.457663638201807998e+00 +6.727013999985587134e+00 +1.317477381807459835e+01 +1.852172852876175568e+01 +9.839113549198756914e+00 +1.130053344835862106e+01 +1.690560223108678883e+01 +3.346458197279090996e+01 +1.559931477686980372e+01 +1.498222914736807354e+01 +7.737030306450677131e+00 +9.535257144112776473e+00 +1.083819102099644738e+01 +1.075106948277553442e+01 +9.199626704442991354e+00 +1.130641367023865484e+01 +1.961775774391865923e+01 +1.563216008371058763e+01 +4.357987915369506027e+00 +8.981031134187745124e+00 +7.061007157265350997e+00 +1.163786868499893501e+01 +8.208946463384066305e+00 +1.071142989596530981e+01 +1.010743279494093372e+01 +9.972836488918389364e+00 +1.427133161568841047e+01 +1.241767125599270116e+01 +7.064759363835023009e+00 +1.004055211699022720e+01 +1.083573204469502116e+01 +1.354053471094040617e+01 +1.640511327496700744e+01 +2.108801922782936344e+01 +2.615789322383392346e+00 +8.398473342474702008e+00 +7.444521227243868111e+00 +1.655230910053019500e+01 +1.382801494597543979e+01 +1.457820312660089712e+01 +1.705493381383972462e+01 +3.881373790758239295e+00 +4.701566252543400992e+00 +9.991399283351924510e+00 +1.065561138612670788e+01 +6.709678768111487557e+00 +5.100814227306273096e+00 +7.516405163775004894e+00 +6.270220161390582803e+00 +6.734028139682735059e+00 +6.924269558959480264e+00 +5.941452116318586718e+00 +2.218558053876326142e+01 +1.181155399550826246e+01 +1.170132777268365487e+01 +8.705236001084301733e+00 +1.738024162004364825e+00 +1.462135951287375235e+01 +1.565132536469305080e+01 +1.011904611827510791e+01 +1.359467475832083494e+01 +7.991759164399340420e+00 +1.270435944736679801e+01 +2.093675179154244859e+01 +1.712083398243929366e+01 +9.569917570417459274e+00 +1.330731066849078559e+01 +1.191983712871862622e+01 +1.097855083507984375e+01 +1.320054191035545443e+01 +1.009151255455461182e+01 +6.551123930398958350e+00 +1.371380938967683960e+01 +1.838561997163449746e+01 +1.988502285182347862e+01 +8.080155819057750932e+00 +8.864925397420151398e+00 +1.364870349309128983e+01 +6.819067623383787691e+00 +5.653363867776050711e+00 +4.465317822318780827e+00 +2.058118911127564843e+01 +1.824266692913388965e+01 +2.689071031478702878e+01 +1.181379768818106868e+01 +2.799220363525741107e+01 +7.741789857968356614e+00 +1.711191874113025335e+01 +7.967428051848159498e+00 +1.167381080747485100e+01 +1.330731066849078559e+01 +7.900970381511513096e+00 +1.155070627651865323e+01 +1.212709586458444733e+01 +1.908543030651263450e+01 +1.050350086011714268e+01 +1.676600237539695115e+01 +1.080462989386421668e+01 +1.622708895662724160e+01 +1.132805084356380121e+01 +6.859328162928790107e+00 +9.635210327092892157e+00 +1.290937866977628801e+01 +8.781836461332105159e+00 +1.986423799792734712e+01 +7.730406423024504647e+00 +7.291990731263197745e+00 +-8.413318695484406362e-02 +1.626523560152183734e+01 +1.433902865154000494e+01 +8.041657560266713745e+00 +1.285193958094070865e+01 +9.292768531096527340e+00 +5.106699011658250242e+00 +1.093416321325736362e+01 +1.051209991552454426e+01 +1.171224785107376931e+01 +9.417899579341053595e+00 +7.720288236635511225e+00 +2.707337716574912179e+00 +9.827378903470204818e+00 +1.717906536310859167e+01 +1.194315345963991604e+01 +1.105866858516806417e+01 +2.506735979600647113e+01 +1.780432340172598060e+01 +1.105866858516806417e+01 +2.689071031478702878e+01 +1.906547141696489689e+01 +8.943908083782247331e+00 +2.982018781248123673e+01 +5.737301990369843452e+00 +8.610108471420588216e+00 +1.171649964595857796e+01 +2.107795722145036166e+01 +2.662169931118368993e+01 +1.048533059387787603e+01 +1.288813129746709762e+01 +1.420737915093302206e+01 +9.442710047211789970e+00 +6.304011733380278315e+00 +9.606066718059835807e+00 +3.387161874638887582e+01 +1.310748201019930548e+01 +1.673683153918756261e+01 +1.461807310874824850e+01 +1.642125630761078980e+01 +1.264583949147160524e+01 +6.181027212025412609e+00 +1.223589339778115459e+01 +1.535176381238339616e+01 +2.054973501449265427e+01 +1.452820761536023042e+01 +1.343110056208291780e+01 +2.262387361874097280e+01 +9.575173084070840446e+00 +9.664398061250963679e+00 +8.810532812284805004e+00 +3.387161874638887582e+01 +1.448921882172795961e+01 +1.255113153329058662e+01 +4.675339676908578213e+00 +1.403053943620460586e+01 +1.371944709345538627e+01 +3.582209927022435636e+01 +1.412940186496469153e+01 +7.518759596605718798e+00 +5.804349183420541181e+00 +1.503624641059582245e+01 +9.510167191167823830e+00 +1.327356344938534960e+01 +9.141507403673614363e+00 +2.523696800507478599e+01 +9.742933740106764162e+00 +2.031017526945508678e+01 +1.714070044686634731e+01 +1.928842527820565067e+01 +8.128962075203972404e+00 +1.595681596811144232e+01 +4.938183699635075641e+00 +1.291747137146361979e+01 +1.018752424490705266e+01 +5.749183758198228134e+00 +1.670894212493570308e+01 +9.716686649765236439e+00 +6.030764695952569809e+00 +7.265779235583195828e+00 +1.454140759794509563e+01 +4.413832083911415793e+00 +5.849981257025092418e+00 +1.080462989386421668e+01 +2.222737008229157141e+01 +1.394278443256457933e+01 +1.403632097676991464e+01 +1.986389731504030465e+01 +2.242314175484787597e+01 +1.122408919518468906e+01 +9.482367196491310324e+00 +1.770410517285488083e+01 +1.433711643184707896e+01 +2.545060632111484722e+01 +1.048928958223436325e+01 +1.272925304795647605e+01 +5.787287647483665864e+00 +8.192247319722824273e+00 +1.771371115459044177e+01 +1.382381803466715553e+01 +2.024381771427498222e+01 +9.691398822186371831e+00 +2.535006638012791313e+01 +2.523726748842705092e+01 +3.663284686611291363e+00 +9.404150408477946144e+00 +1.224273680789592333e+01 +1.418762220563263554e+01 +5.630397779634236599e+00 +6.221302768945321304e+00 +1.303359885025948017e+01 +1.530919651005115156e+01 +8.391873694169404985e+00 +1.255618925269935460e+01 +1.124934336070265317e+01 +1.345971977651953466e+01 +1.969154638567299287e+01 +1.651390963387643751e+01 +8.868426562275274705e+00 +1.589965959869682877e+01 +1.189109335682901758e+01 +1.690560223108678883e+01 +2.941739029198741662e+01 +1.119512487207876461e+01 +1.755718108213042683e+01 +1.267432951594122414e+01 +7.084546054024869477e+00 +1.983251589424529016e+01 +9.233321759858796440e+00 +5.179948545966269080e+00 +6.551123930398958350e+00 +9.380763170437177223e+00 +9.722079630947348505e+00 +1.179435040482377417e+01 +3.910313067795016195e+00 +1.730877896374167335e+01 +1.028415717474237567e+01 +1.949520056009282598e+01 +4.752713677001892734e+00 +2.908422312229689055e+01 +1.189552050939089156e+01 +1.516508735989192758e+01 +1.065143058861781356e+01 +8.700510933359851151e+00 +1.005448258150603635e+01 +8.601782941023827789e-01 +8.615007952442667261e+00 +1.048422627677607011e+01 +2.316751306709701907e+01 +1.949520056009282598e+01 +1.073995486805380040e+01 +7.044527269388950685e+00 +2.251357094513329571e+01 +1.940647914726484657e+01 +1.096824391217582217e+01 +1.544989871187335950e+01 +2.102854862951417658e+00 +2.689071031478702878e+01 +5.261186562625347563e+00 +8.770005096030857317e+00 +1.741399841034194651e+01 +1.647662614189133024e+01 +1.055098328727301293e+01 +1.001621502118902640e+01 +4.647205116250034962e+00 +1.362361618527719997e+01 +3.706239759400730804e+00 +6.505105004796519097e+00 +1.813861812727802203e+01 +1.522380068403451503e+01 +-2.852010906738101426e+00 +9.223060685675463333e+00 +5.920753501262353780e+00 +1.385453411545933022e+01 +1.045796388638126473e+01 +1.452831018952929298e+01 +3.342913583541827904e+01 +7.649104576913089204e+00 +1.102108023617226706e+01 +1.767854062392635228e+01 +9.563924399373746610e+00 +1.363598687337773185e+01 +1.504540896579922560e+01 +1.267477240906153213e+01 +1.218785461243267321e+01 +1.853073716446257890e+01 +1.004009945367799617e+01 +8.224435131112684871e+00 +1.493334347687498109e+01 +4.189365044654536518e+00 +1.406970630016952839e+01 +1.115392788468726337e+01 +1.193261195074553882e+01 +1.534801682161088365e+01 +2.546670144834477867e+01 +1.006943536574425480e+01 +1.544580032533519898e+01 +1.148008845755533969e+01 +9.748949298104065520e+00 +1.611285736482173547e+00 +1.378453006019593374e+01 +1.037849097936393150e+01 +1.384654887908297383e+01 +9.748288869446156468e+00 +2.032853216332780733e+01 +1.759707750149560468e+01 +1.530941002096558634e+01 +1.775955083855306782e+01 +6.480610201608421050e+00 +8.954267822896767370e+00 +2.189835713541059192e+01 +1.154006833378572594e+01 +7.027482045063734972e+00 +1.039868346165438595e+01 +8.607437955866032553e+00 +1.069372063383271154e+01 +6.903193108368043340e+00 +2.385732870921712845e+01 +8.780716372089628408e+00 +2.775129421250166217e+01 +2.605588822166586738e+01 +1.917931020641542261e+01 +6.521652080449712230e+00 +1.398578577448738258e+01 +2.030634106581649689e+01 +4.606890441992561591e+00 +1.018457271101264894e+01 +1.790614371045734288e+01 +1.158518605109300381e+01 +2.152055569020573955e+01 +1.382387867936866144e+01 +2.590033429096716588e+01 +6.938630516176758078e+00 +8.445506336853355833e+00 +4.495621927054841649e+00 +1.567690909165229129e+01 +7.866501106821544909e+00 +2.008165958421919584e+01 +3.387161874638887582e+01 +1.509089377023214240e+01 +1.721368112637308911e+01 +5.186932320628955040e+00 +8.639075152970619342e+00 +8.249540017079638687e+00 +1.534801682161088365e+01 +6.591039678313990180e+00 +9.112225047030420910e+00 +1.772931724250125285e+01 +1.313705415156775302e+01 +1.579289691103913640e+01 +1.854779895614061047e+01 +2.223561705793034093e+01 +7.094461365024955057e+00 +4.790503143147475384e+00 +1.069384887816189433e+01 +7.039166795344897309e+00 +9.918897533154833468e+00 +1.391010525173403778e+01 +1.343781352019959741e+01 +6.643823433839443737e+00 +1.524084773925795844e+01 +6.969126214644376205e+00 +5.483973385838240233e+00 +2.048739998714995636e+01 +1.419611188224565979e+01 +2.243497304541787685e+01 +8.080740199042878658e+00 +1.327757733920266503e+01 +6.451045594317832865e+00 +7.690423771197885117e+00 +1.484274935356954472e+01 +1.214747796889051301e+01 +2.108513796973487331e+01 +1.203749569559265353e+01 +1.603248597967807143e+01 +4.420040187319500546e+00 +8.379788932752305186e+00 +1.804848379269087388e+01 +1.616130469790454072e+01 +9.730084034571603979e+00 +5.315542754278951065e+00 +1.616105775864403427e+01 +6.251188261271309443e+00 +1.096311429311892027e+01 +9.154977515357231255e+00 +3.057457970426527538e+01 +9.776610791334363171e+00 +1.202636632414262863e+01 +1.584390821198738308e+01 +8.139213594250946926e+00 +1.622708895662724160e+01 +1.585150423578230061e+01 +1.602018841172484542e+01 +1.771371115459044177e+01 +7.965381691512504858e+00 +7.836293354771299846e+00 +9.346251249419353258e+00 +1.539865059207208731e+01 +2.153351199773072722e+01 +1.772734252289968992e+01 +1.459782839748601191e+01 +1.302193200182171040e+01 +2.548497930941519485e+01 +8.795364772863720759e+00 +2.114664314756764441e+01 +7.424110510727231826e+00 +1.740966693083009886e+01 +1.864382809249589457e+01 +1.851143842696988884e+01 +1.480734595688038269e+01 +1.131428827309991902e+01 +1.643174141556987422e+01 +1.107148312986301164e+01 +5.223596646640388030e+00 +5.257664113223881941e+00 +1.150808448235218862e+01 +1.693325027245043657e+01 +2.378647272819605973e+00 +5.701864067379958101e+00 +3.241734402700430451e+00 +8.164057410536472048e+00 +1.579259417720425063e+01 +7.833287158790852800e+00 +1.486759445090847009e+01 +1.516283722209784912e+01 +9.888896049716308312e+00 +2.155589897710278535e+01 +7.309008762839482642e+00 +2.134516710508992787e+01 +1.311547629177795216e+01 +3.387161874638887582e+01 +7.609197381307424735e+00 +6.764746949198965353e+00 +8.032760008868805812e+00 +5.825319103869276205e+00 +1.291747137146361979e+01 +9.004796721176035135e+00 +6.765369529683212590e+00 +1.540287352631399642e+01 +1.371069152473680219e+01 +3.346458197279090996e+01 +1.465783591941548991e+01 +1.360236597110693424e+01 +7.954614226261526255e+00 +2.743855196611727365e+01 +1.531280302080139677e+01 +7.008769748572390768e+00 +1.509109272099547638e+01 +2.743855196611727365e+01 +1.298798674067811021e+01 +3.897349375398221127e+00 +1.223339429955859714e+01 +1.259818576541132984e+01 +3.387161874638887582e+01 +8.448533875740068311e+00 +1.423884377542576374e+01 +1.703101856004830950e+01 +1.650012009877929131e+01 +8.928057369221491513e+00 +4.251592556440684234e+00 +1.510992084337009089e+01 +1.402861511936551153e+01 +1.230071530684682557e+00 +1.755371889612879954e+01 +1.542496676315370507e+01 +7.699600779957719965e+00 +3.387161874638887582e+01 +1.596291665808101357e+01 +2.772798591402938939e+00 +1.523005947737702570e+01 +7.081353255695688631e+00 +1.401592512419775005e+01 +5.543246050362157007e+00 +5.364187657384249519e+00 +9.215672353806354522e+00 +5.841544901755838737e+00 +1.492449108075770425e+01 +1.246232543132065018e+01 +9.337871082066314443e+00 +8.999940443858875483e+00 +7.208314999169743942e+00 +1.135817575130035095e+01 +1.564624364938129020e+01 +1.180097117415780872e+01 +1.142929163149031524e+01 +7.531513863621626115e+00 +8.539895396029919539e+00 +7.318864306436267952e+00 +3.881373790758239295e+00 +2.025968741285987562e+01 +1.827860681877578486e+01 +8.188177954087706212e+00 +2.000115379665280102e+01 +8.067350678519090934e+00 +2.851470246927082997e+01 +9.217354722254398780e+00 +9.692703189880631953e+00 +4.892557952374758656e+00 +2.471499560707840715e+00 +1.888325417554325725e+01 +1.452877368315996875e+01 +1.088664137550171063e+01 +1.459045585330558481e+01 +5.646645819155565960e+00 +1.565841014010972287e+01 +1.182748077769863926e+01 +3.387161874638887582e+01 +1.478087949630446474e+01 +5.997594130461649797e+00 +1.576004750730666615e+01 +9.812400409686617309e+00 +1.849157492121899793e+01 +1.339202160980961764e+01 +6.133829506021925226e+00 +8.861172619465691014e+00 +1.662126813519644486e+01 +1.067131296429219844e+01 +5.104461798023393726e+00 +1.401647997835897286e+01 +1.319450640982819323e+01 +1.539612209638971763e+01 +2.718919149704284166e+00 +8.667226905190247521e+00 +6.051139030225755278e+00 +1.668656970765371739e+01 +1.675310163942816644e+01 +1.128308864469023831e+01 +1.420715364052473717e+01 +3.190322432012735021e+00 +1.261011421177751402e+01 +1.513365088647169898e+01 +8.932227356504668592e+00 +7.405109766951468941e+00 +5.701864067379958101e+00 +3.595697626440525596e+00 +1.890792194866008913e+01 +1.917825560454748768e+01 +1.569135559796582413e+01 +2.884265636718463099e+01 +6.160442188403536079e+00 +1.426013231131479131e+01 +7.410618310115154372e+00 +1.359201961436588135e+01 +6.218810025424772903e+00 +1.642570284346111009e+01 +4.804149941713646399e+00 +1.022066844972664512e+01 +1.459569698645566405e+01 +4.465464336375191579e+00 +1.840871778196154196e+01 +6.362676276237408501e+00 +2.560225384134457727e+01 +1.448198117403853757e+01 +3.723750535479553037e+00 +4.994042608947395934e+00 +8.848459972657650496e+00 +1.348633026702704285e+01 +1.795363186079846685e+01 +6.338920347986288562e+00 +1.251016753315155938e+01 +1.112633372656864594e+01 +7.238440534334472432e+00 +8.244110114664763955e+00 +8.891561246983656019e+00 +1.227352760945919385e+01 +1.457335757433828860e+01 +1.656074319787899185e+01 +9.819288174586915829e+00 +7.384445629792395493e+00 +9.792370212069400282e+00 +8.734448513885041621e+00 +1.622708895662724160e+01 +9.392829036852688773e+00 +1.500796774097997854e+01 +1.344891168826323735e+01 +3.740092988173472577e+00 +1.346388684396212909e+01 +9.744897660954705998e+00 +7.242223234838050416e+00 +1.101036389930567339e+01 +1.430205013316259510e+01 +1.217203773920148535e+01 +1.433711643184707896e+01 +9.680122100920939943e+00 +2.673629161081247219e+01 +1.600293710987185136e+01 +1.446589268916527260e+01 +2.982018781248123673e+01 +1.343110056208291780e+01 +1.449866683696383518e+01 +1.563294893990151024e+01 +2.103377903695015050e+01 +7.161178754437401039e+00 +1.508449324268966052e+01 +7.647166958512556789e+00 +8.058780529545586546e+00 +9.434794660530087640e+00 +8.180704565855293708e+00 +1.421851938763558110e+01 +1.662325503326749754e+01 +2.141413779182647659e+01 +1.415535859465359181e+01 +3.376321284721285565e+00 +4.185474996528739666e-01 +8.126501837821493268e+00 +1.602706065877165997e+01 +1.585927245501471816e+01 +2.478906593187335261e+01 +5.996379992312952822e+00 +5.011927554507607852e+00 +9.225170604980760913e+00 +1.321867269217574403e+01 +1.585662354400700735e+01 +1.192168963496239087e+01 +1.212016260549913227e+01 +6.744684552733943406e+00 +8.777227970429962056e+00 +9.970140644770111749e+00 +1.841525042131262069e+01 +2.311663185047292757e+01 +9.798121021679847331e+00 +1.290351234424770155e+01 +1.219664485454713088e+01 +5.870598202517811615e+00 +1.770334566231323947e+01 +1.052342217434602389e+01 +1.897760691616296924e+01 +1.324277852638991249e+01 +4.986049368203907761e+00 +1.526948258363670163e+01 +5.052609015902618239e+00 +7.241030938920530957e+00 +1.142879358114798549e+01 +3.387161874638887582e+01 +7.454729304650399513e+00 +6.326561607157756839e+00 +5.999239730111881386e+00 +2.155102506089799874e+01 +9.495988447918961128e+00 +5.928356129175043066e+00 +1.053336155373428085e+01 +1.238882614664761661e+01 +6.459266671628455470e+00 +2.057507804292963272e+01 +8.749079928377781812e+00 +4.871921153307354757e+00 +6.700763048902402375e+00 +1.291679589916788018e+01 +1.470463710591940298e+01 +1.291946101025457949e+01 +9.390861764614783169e+00 +4.645925900953031373e+00 +1.475362324031034689e+01 +6.442698131006224571e+00 +1.804848379269087388e+01 +1.283440515427153628e+01 +1.074658527428512400e+01 +1.449974013025446595e+01 +1.497770066252205368e+01 +1.603110787665545445e+01 +1.179719468374240421e+01 +1.816887907156464621e+01 +1.118621632155348777e+01 +1.536632846606261182e+01 +1.111094406926201827e+01 +1.454344066552131665e+01 +6.157781232892162393e+00 +1.468420706845053303e+01 +5.524218619888458193e+00 +1.212879715563693139e+01 +2.152055569020573955e+01 +6.082513976975306491e+00 +9.967570453584954748e+00 +1.085611316848293484e+01 +1.406358908729150414e+01 +3.517160070311675213e+00 +1.976398936887561320e+01 +9.098188916027297068e+00 +1.506824774799757449e+01 +9.613118115009399389e+00 +1.417148194949832885e+01 +1.225721056343360260e+01 +1.926911954325639442e+01 +1.264719214190898811e+01 +1.196421440893320209e+01 +9.230791547024580268e+00 +2.855791108025975689e+00 +1.370980517046444902e+01 +1.108889750069721458e+01 +6.584977020374921608e+00 +1.566558516950232161e+01 +2.144107545832946471e+01 +1.183173405015759272e+01 +1.070003201744867738e+01 +8.491544641747708511e+00 +1.640254829544306858e+01 +1.638524468519219113e+01 +1.575940581916422900e+01 +1.506824774799757449e+01 +6.938641996035059378e+00 +1.684374741182485025e+01 +7.187092442344535925e+00 +1.304814644811300184e+01 +8.319370377838112063e+00 +1.147017610200485649e+01 +1.263699722628685151e+01 +4.672190451069127448e+00 +1.157407348863142715e+01 +1.333866477793387162e+01 +1.051790822860824903e+01 +9.606605394916755358e+00 +1.368596655020088804e+01 +2.118440947205573366e+01 +2.744799503291247333e+01 +1.328725221973188297e+01 +3.052204096738149985e+01 +3.387161874638887582e+01 +2.174219559640182808e+01 +1.973916602066540804e+01 +7.118909016454949779e+00 +7.543392159352748649e+00 +1.112435494756890364e+01 +5.382558868835729982e+00 +4.807421912320180013e+00 +2.686051850308247424e+01 +1.036633717357609896e+01 +1.712196204607008099e+01 +1.555497950455095690e+01 +8.577473834797075369e+00 +1.553345181237693851e+01 +9.158524818115452604e+00 +1.587304824135139825e+01 +2.018924281664631337e+01 +6.214460770577161952e+00 +3.387161874638887582e+01 +5.907862368021937982e+00 +1.550537709532663655e+01 +1.136606041231365793e+01 +1.600396997959066425e+01 +6.324686691379127979e+00 +9.159376162248875630e+00 +1.021798321463464276e+01 +1.925663405977223874e+01 +3.044904535928391454e+01 +1.195982129767645574e+01 +5.370338312355144694e+00 +1.804848379269087388e+01 +1.194764945514235421e+01 +1.352529556398802413e+01 +1.080074100899946643e+01 +9.604551546645751614e+00 +2.718919149704284166e+00 +1.859482967213851623e+01 +8.785759525176899842e+00 +1.356926210187774018e+01 +6.542911894580868193e+00 +1.449247139541618878e+01 +8.127147046967365895e+00 +1.983541707756955930e+01 +1.832542880290078813e+01 +1.362989475822891450e+01 +1.313171602106142188e+01 +8.630042074053861256e+00 +1.764247317516039004e+01 +1.801401984332652262e+01 +2.689071031478702878e+01 +1.562781067778689703e+01 +1.179047655892540547e+01 +1.382463216234761205e+01 +5.111514234349058938e+00 +1.173582664679094023e+01 +1.843967297754396384e+01 +1.668656970765371739e+01 +5.445499653706349363e+00 +1.145941514022364061e+01 +1.195783530812498441e+01 +1.079243589685712834e+01 +1.005836272335984916e+01 +1.097427392048179229e+01 +9.185698587356156963e+00 +8.009049142819080203e+00 +1.171224785107376931e+01 +2.015515779484904613e+01 +3.387161874638887582e+01 +8.701489335571466199e+00 +4.737931629190612171e+00 +1.181518984709188658e+01 +2.190762713003790907e+01 +1.371944709345538627e+01 +1.706897604791207357e+01 +1.279766710768186044e+01 +1.630084440801097401e+01 +1.341929937467239142e+01 +9.449475656140805313e+00 +9.685839750691940253e-01 +1.196365771190750138e+01 +2.094706832502544103e+01 +1.368006879566127054e+01 +1.522380068403451503e+01 +2.005515668663572626e+01 +1.768279361585059917e+01 +1.169544769426329367e+01 +1.497792217864986242e+01 +4.674353771990226392e+00 +8.274593085701937412e+00 +2.114520468614894355e+01 +7.664551424519004286e+00 +8.380164395385250486e+00 +1.006434291995711305e+01 +9.508700480395532395e+00 +1.734311539136325564e+01 +1.379633316882630822e+01 +1.414899085487859054e+01 +9.798728493222654379e+00 +8.706597207718544951e+00 +2.446438188443327988e+01 +5.440425871822995418e+00 +1.011950135045263721e+01 +1.543801693568406108e+01 +1.661400864425459645e+01 +9.497951904732104822e+00 +8.278999385531633948e+00 +1.254869589377439354e+01 +8.533445688375124405e+00 +2.449516728130899423e+01 +1.068783380171018393e+01 +5.788413945800556348e+00 +8.890499384034939112e+00 +1.635893451662794007e+01 +7.734042069010570231e+00 +1.850560931204591952e+01 +6.372450209528466303e-01 +1.243143888175615075e+01 +1.716156887315202084e+01 +5.346742992589696541e+00 +9.611905239801060929e+00 +1.321953557488018305e+01 +2.189054432540781647e+01 +1.468619854067343056e+01 +1.292925603700402348e+01 +6.970186051080474954e+00 +1.150960422550565454e+01 +1.519826402804517329e+01 +9.620710409694552823e+00 +1.332976202285934164e+01 +1.438147565056871713e+01 +1.032099647190452174e+01 +1.012755125992876515e+01 +5.419769256777016153e+00 +1.669779505334493308e+01 +8.575786538986093888e+00 +1.211097460731899389e+01 +1.335475695942888308e+01 +7.779516944091668051e+00 +1.181724097138021534e+01 +4.691925452533425300e+00 +1.134373154173553644e+01 +1.180180275741697926e+01 +1.122040606812085173e+01 +6.734480073802366462e+00 +5.446405155791353536e+00 +1.537917961831306002e+01 +1.559011511317879695e+01 +9.819179130410589096e+00 +1.551224889631940584e+01 +1.942128919505670126e+01 +1.468000432368251040e+01 +8.751207792462437851e+00 +9.252549963485577678e+00 +1.480625285587430540e+01 +1.314595695264071651e+01 +1.906113937502503575e+01 +1.035533338166617057e+01 +1.769582945766995863e+01 +1.464954131978423391e+01 +1.314855661038014034e+01 +1.268688541638844924e+01 +1.498435370647960951e+01 +1.031163649607260879e+01 +1.393858892160393737e+01 +4.095420089699828736e+00 +9.344045283781767353e+00 +1.513830653802595805e+01 +1.016586793063468974e+01 +1.105084833372823994e+01 +7.005550797220848835e+00 +6.674728219871170154e+00 +5.169559295755789208e+00 +1.397627412186832885e+01 +1.108647982339910243e+01 +2.351429333557568668e+01 +2.014702727896252554e+01 +8.040604341482435302e+00 +7.097860571564240217e+00 +7.998441113988093321e+00 +8.966396252423677993e+00 +1.146780026062285174e+01 +1.348298064079368430e+01 +8.293443300266517326e+00 +5.065739831415470462e+00 +1.278770237545850819e+01 +7.179652996953393540e+00 +8.077004947330706841e+00 +2.270234269108418346e+01 +4.873476234205583069e+00 +9.992300841401387856e+00 +3.387161874638887582e+01 +3.387161874638887582e+01 +9.773232971161235128e+00 +1.092729453691988795e+01 +1.321464995451765390e+01 +1.007805617127270637e+01 +9.641868980676633782e+00 +1.002423160643776612e+01 +1.464954131978423391e+01 +1.202318739008572379e+01 +6.236448628622426327e+00 +6.753565605232616065e+00 +9.938397011815126803e+00 +9.107792830554913621e+00 +9.480199098516550293e+00 +1.228294515885855276e+01 +1.128462555242668941e+01 +1.210379159696829277e+01 +1.177004870114262758e+01 +9.794545836309779929e+00 +1.777999208320275670e+01 +1.142879358114798549e+01 +2.119604703354954722e+01 +7.828952066714890634e+00 +1.265155525839676898e+01 +9.064941199384350057e+00 +1.002451396336995515e+01 +7.848969908714778398e+00 +2.564711729469408397e+00 +1.188247710025599702e+01 +1.392340746457853129e+01 +1.177518408286964302e+01 +1.795322964311134228e+01 +3.372217148110465246e+00 +1.998758791989658334e+01 +5.126638401874529904e+00 +2.877798869090783285e+01 +1.453388097192296868e+01 +1.195506808321800918e+01 +1.489913296744745708e+01 +6.414234665034840077e+00 +1.339202160980961764e+01 +1.183973459693844177e+01 +6.547598827418141809e+00 +5.149189319091419748e+00 +7.023038126772632950e+00 +9.902966459569157109e+00 +1.352178247635842467e+01 +9.996339501149691387e+00 +1.420715364052473717e+01 +4.731232798308980136e+00 +1.473357093683924290e+01 +2.546670144834477867e+01 +1.484510610731113900e+01 +1.272424441680111329e+01 +1.408409661844939365e+01 +4.915521020319502554e+00 +1.732010811462079403e+01 +1.666400302871728911e+01 +1.587749852426642860e+01 +8.693739498205488303e+00 +1.056507920128062494e+01 +1.104115994070653528e+01 +2.884825096627949392e+00 +1.227900163249334753e+01 +7.097236341531669268e+00 +1.340275320912247992e+01 +3.464175696368442914e+00 +1.043105970992351672e+01 +8.965289697077963638e+00 +6.642559041075713822e+00 +2.251357094513329571e+01 +1.147222744412951556e+01 +8.243816803440935814e+00 +1.191441378846751320e+01 +6.878173694997911980e+00 +9.389700856728012468e+00 +1.461550363978848566e+01 +1.637377143386466116e+01 +7.131663246310537829e+00 +7.542469968665855617e+00 +1.077477130944456007e+01 +1.186947891741736782e+01 +2.841610660414954737e+01 +5.510291234637037405e+00 +8.961506255044966451e+00 +2.134516710508992787e+01 +1.504959190799849011e+01 +1.326710107366444902e+01 +1.739751550440112737e+01 +1.393693194122131729e+01 +1.769974783065876522e+01 +9.107477411233332987e+00 +1.219250922176493646e+01 +8.103150049390123399e+00 +2.028218176942367279e+01 +7.653410576205388338e+00 +1.418685881800898585e+01 +9.461025867837747683e+00 +9.190936434120899889e+00 +4.461656954674992903e+00 +1.933177061825000465e+01 +1.728893486937153057e+00 +8.013463196921918552e+00 +1.060878791196246596e+01 +5.194125072897435302e+00 +1.255600851743209034e+01 +1.323953604556363928e+01 +1.279307982285213541e+01 +1.308711061355009520e+01 +8.036354908720682033e+00 +9.705576582879203329e+00 +1.402406924403963728e+01 +2.884244074746256103e+01 +5.075683946988732487e+00 +6.081352634513194744e+00 +1.605475968092488870e+01 +1.561155704874964556e+01 +8.446686728819642553e+00 +2.034190987023245611e+01 +5.779568875117220728e+00 +1.628412767869497202e+01 +-1.078041581148170280e-01 +8.745060468557255717e+00 +5.517102354017652033e+00 +1.140756215343046165e+00 +2.812584205999897335e+00 +1.202318739008572379e+01 +1.300543438644940863e+01 +6.415180019592128247e+00 +2.063925470184845778e+01 +9.433853174610575820e+00 +1.147695825459146590e+01 +1.130637854190834446e+01 +9.753603590506358501e+00 +1.371873830816916495e+01 +6.695270844515647468e+00 +1.804131666192756711e+01 +1.031163649607260879e+01 +7.895028559071334939e+00 +6.571848499308273972e+00 +4.691016674300172440e+00 +1.546749390360888299e+01 +1.698062796838452471e+01 +1.380468248788568530e+01 +1.140815978513232665e+01 +6.414234665034840077e+00 +1.194764945514235421e+01 +1.122355413808878666e+01 +1.708238621460338891e+01 +1.217448671954777240e+01 +1.801281560376916957e+01 +1.984754086947221197e+01 +1.408350925239065532e+01 +1.119561463810448743e+01 +1.248189360233983791e+01 +1.139614628279579733e+01 +9.653783558937817588e+00 +1.277437544422456028e+01 +3.881373790758239295e+00 +9.079893442984712237e+00 +9.694918689312743254e+00 +1.649763996487875772e+01 +1.108779512257302713e+01 +2.152055569020573955e+01 +1.863500551489318013e+01 +4.367397338638767224e+00 +7.900092091624685509e+00 +1.420715364052473717e+01 +1.713647241158827228e+01 +1.108201753826216418e+01 +6.254211116719488928e+00 +3.387161874638887582e+01 +1.297401347583630127e+01 +1.475840607050642461e+01 +4.522526341601420086e+00 +8.902105760117095201e+00 +2.230612692166657496e+01 +2.185832540992645079e+01 +1.745684004280384727e+01 +1.205567430385245586e+01 +3.079199698229061255e+00 +1.257370676701850698e+01 +5.096603518074616090e+00 +4.599372469058963020e+00 +1.393263931260159438e+01 +1.058565044650720210e+01 +1.151316425639753049e+01 +1.200828180081080632e+01 +8.188422273027057940e+00 +1.437566339643416313e+01 +8.272251666865614084e+00 +1.522380068403451503e+01 +1.533718798618846790e+01 +1.544989871187335950e+01 +9.310707181701900481e+00 +1.136540327622880397e+01 +9.346251249419353258e+00 +8.365326918375899368e+00 +5.008736896290457707e+00 +8.274593085701937412e+00 +8.306322110189270802e+00 +1.966338955580741299e+01 +2.062640030103540312e+01 +1.134771583492984348e+01 +6.542902509352273910e+00 +1.755736967947613891e+01 +1.013261918181343901e+01 +4.019023374757736633e+00 +9.542179905168779896e+00 +6.654272495234749840e+00 +1.456428970427072045e+01 +1.222829543569335442e+01 +9.066365339569301796e+00 +1.419161532577395235e+01 +2.180686730993379285e+01 +9.157292707390027431e+00 +1.565503434704567098e+01 +5.125831431234445290e+00 +2.321398660637041189e+01 +1.286946793694828273e+01 +1.303539702368028941e+01 +7.505535731502305907e+00 +1.757604128031562141e+01 +6.283633970058488671e+00 +1.382146750803376278e+01 +9.177447299720924434e+00 +9.156629871889691685e+00 +1.747467071519719184e+01 +1.427201964596450523e+01 +9.639697573851023549e+00 +7.074791547318099560e+00 +1.037745154706496464e+01 +7.722985124029946746e+00 +1.040263306836568802e+01 +7.115294892890247525e+00 +2.148105463452343145e+01 +1.121783769020903776e+01 +2.190438507652805811e+01 +1.548862944518538143e+01 +1.103707424803683068e+01 +2.132154194760749988e+01 +1.221429739332459974e+01 +1.340788943400811206e+01 +1.403350258954614560e+01 +1.155572132300865462e+01 +1.802301677563899318e+01 +1.716062532154158760e+01 +8.452647271040561350e+00 +1.018733752805185588e+01 +1.677202990062362176e+01 +7.486633299530780050e+00 +1.214178079669682120e+01 +1.050961228548410986e+01 +9.996989776095631441e+00 +1.745094194704445556e+01 +1.222278112873911482e+01 +7.896867130367652976e+00 +4.099960521798379887e+00 +1.136465178095880901e+01 +3.035344781855314977e+01 +1.175845500563806922e+01 +1.108458347710498515e+01 +1.986922671938867779e+01 +7.470602067408137259e+00 +1.222041879881236071e+01 +1.575094983851148811e+01 +1.801558002116436796e+01 +1.451442510775935091e+01 +1.029823952431250689e+01 +1.132869134463123828e+01 +1.152661842126542524e+01 +6.062787263098528001e+00 +2.185084814737726333e+01 +1.696402193225432598e+01 +1.669511908346771634e+01 +3.136922830546495788e-02 +1.497770066252205368e+01 +1.779488396543322892e+01 +1.141201262938102445e+01 +4.589286652855435023e+00 +2.706476038791724648e+01 +2.467521609743953093e+01 +1.594807044663129147e+01 +6.414234665034840077e+00 +9.734549603229822878e+00 +3.723750535479553037e+00 +1.468000432368251040e+01 +1.347962098472891057e+00 +1.196951403526287550e+01 +1.844082499071873826e+00 +1.033093977001304609e+01 +1.345947706707870850e+01 +3.387161874638887582e+01 +8.037692679595949130e+00 +2.388055720635560419e+01 +9.670191103089294415e+00 +1.057784355651142505e+01 +1.283624015953057551e+01 +1.262462781023893399e+01 +1.052026029687152686e+01 +1.643174141556987422e+01 +3.723750535479553037e+00 +4.641823732044670692e+00 +1.080717028736160046e+01 +1.758534923019658436e+01 +1.479436194281896633e+01 +6.192085411869669542e+00 +4.909821344854492509e+00 +1.835308710358712858e+01 +3.411531776096794033e+00 +7.371986756403586583e+00 +9.171984059527559907e+00 +2.804520554163492818e+01 +1.580247724181164415e+01 +6.427077911621736916e+00 +7.511063148594004701e+00 +1.522380068403451503e+01 +1.077343291488297439e+01 +1.926911954325639442e+01 +1.381398320016278092e+01 +7.710089308845226697e+00 +1.309968918402067573e+01 +9.602216905553078163e+00 +8.049741813830308956e+00 +5.701864067379958101e+00 +1.114197168357665646e+01 +9.679339738564351592e+00 +1.009020734996992985e+01 +7.516995736322897415e+00 +1.863500551489318013e+01 +1.331853088453394207e+01 +9.128806933967823056e+00 +3.387161874638887582e+01 +1.671291670968452081e+01 +4.307261336427444576e+00 +9.484089053299427974e+00 +1.820155395980400215e+01 +7.884910920006447554e+00 +1.801993608245270195e+01 +1.906460479483995130e+01 +9.204741738204745616e+00 +5.337493154150195096e+00 +1.185980135873437291e+01 +1.948746881237988759e+01 +2.757488901283331018e+01 +1.201140293442624341e+01 +1.559504074233771576e+01 +1.352843716220715464e+01 +8.329492047485288708e+00 +1.884100930369022819e+01 +1.458763195812603897e+01 +7.685873862740152163e+00 +7.065281309176242530e+00 +1.319167036149889327e+01 +2.371236546795165623e+01 +1.994376017862329320e+01 +1.129304585308578623e+01 +5.941553858350545170e+00 +7.666127735926707487e+00 +5.985456449407919877e+00 +9.156076541873702013e+00 +1.256829177426770627e+01 +1.041790555820158204e+01 +2.703636646002321697e+01 +1.266220890608114757e+01 +1.003562908010098909e+01 +9.949839057393390362e+00 +1.142879358114798549e+01 +2.015515779484904613e+01 +1.730877896374167335e+01 +9.757978185671021265e+00 +1.849711169586299775e+01 +4.972927682819488382e+00 +6.702743735853459839e+00 +1.057784355651142505e+01 +2.242334984459326108e+01 +1.131812038248055785e+01 +8.923775580033392885e+00 +1.342972314950129942e+01 +5.630397779634236599e+00 +5.058922881583299613e+00 +1.258176755771741995e+01 +1.103120511568245377e+01 +1.331021747991259474e+01 +8.720582521020574518e+00 +1.205042433329970208e+01 +2.588303054393725233e+01 +1.201327882719179740e+01 +1.492832237067283074e+01 +8.803842380402585377e+00 +6.710895846948552901e+00 +7.421320099160155337e+00 +9.509235938143199007e+00 +1.152646228016679686e+01 +1.274367544988834311e+01 +5.179419178907600951e+00 +9.724980597455825659e+00 +2.884825096627949392e+00 +8.484124169475165900e+00 +2.127468171017903842e+01 +2.820796912167369896e+01 +1.235359758839737765e+01 +5.907831858546899184e+00 +1.031319386677749605e+01 +1.442199398864416082e+01 +6.465712721907380001e+00 +1.189226926792373717e+01 +1.478506155345465345e+01 +1.015312536365547658e+01 +8.605972995966695294e+00 +2.705013558640240490e+01 +1.068686696068303377e+01 +9.405632734805422501e+00 +1.003802611302675984e+01 +1.716156887315202084e+01 +1.251901229397746818e+01 +8.978594644569085403e+00 +2.967308783448977749e+01 +7.436232742269183404e+00 +1.272163509862585329e+01 +5.211191015174335917e+00 +9.706335146002601277e+00 +1.804848379269087388e+01 +1.154180049268957475e+01 +1.170568129203333285e+01 +2.020820785517538809e+01 +1.064094437473083588e+01 +1.500193491284528591e+01 +1.349887537485062694e+01 +1.468078245577466134e+01 +5.260333327293139405e+00 +8.929730611194443668e+00 +1.091940134254741679e+01 +1.074807423383158778e+01 +1.682868779993393105e+01 +1.063552232479158022e+01 +1.330731066849078559e+01 +4.434130589644269094e+00 +1.962633867964822798e+01 +2.335414742214483397e+01 +1.730877896374167335e+01 +1.373128055761232247e+01 +1.402406924403963728e+01 +2.385340558210808126e+01 +1.604810682872656002e+01 +1.217448671954777240e+01 +1.900788984360703182e+01 +7.603925980220466840e+00 +6.332201463558050136e+00 +1.392061910826515714e+01 +9.316275768820844405e+00 +1.084183524968609902e+01 +1.306986534935096245e+01 +1.431131958524471770e+01 +1.173737269673175376e+01 +3.387161874638887582e+01 +1.666400302871728911e+01 +5.780363943961447148e+00 +2.546156144724631076e+01 +8.646329616639732762e+00 +1.530941002096558634e+01 +8.365326918375899368e+00 +9.048115859470598821e+00 +1.455593308469192948e+01 +9.184570725189075802e+00 +1.060929000182230197e+01 +1.433711643184707896e+01 +6.093017410846996995e+00 +1.330864971634284188e+01 +1.200975143233642939e+01 +1.594932191621916218e+01 +1.675310163942816644e+01 +1.521749851228859995e+01 +9.510167191167823830e+00 +1.393139063088689511e+01 +8.163306755795048275e+00 +1.157678858985921977e+01 +1.430124718420930208e+01 +1.387171480135229729e+01 +7.575052252092817184e+00 +8.273330612779233206e+00 +4.598886680050426889e+00 +1.492832237067283074e+01 +1.239016996782332569e+01 +1.065576404459399384e+01 +9.680676237275790186e+00 +1.054942350961761122e+01 +1.704702452489013353e+01 +8.734615010786754397e+00 +7.935659707732753532e+00 +1.027947925059048373e+01 +1.558183948119557272e+01 +-8.630027171720087154e-01 +1.700895084052675088e+01 +1.391093948995417406e+01 +6.539813903846493304e+00 +8.097716952299023774e+00 +1.374253411284786353e+01 +6.124360817533471391e+00 +9.432084019655079032e+00 +1.346479705747817945e+01 +1.300522551092278434e+01 +1.713977597590688617e+01 +1.526147802788938179e+01 +1.751076200489883661e+01 +1.194028530699389989e+01 +1.827124915063723165e+01 +1.447649263518636076e+01 +1.002178165781597841e+01 +1.716482367697001621e+01 +7.350656281357828448e+00 +1.546749390360888299e+01 +1.207854722800173874e+01 +1.269923521521995724e+01 +1.036029829873447738e+01 +1.727200004942093869e+01 +1.995183659597462622e+01 +3.654407304660992395e+00 +5.737301990369843452e+00 +1.668656970765371739e+01 +8.824880258794891574e+00 +1.646052186065072931e+01 +3.245169177536951111e+00 +1.357611186909824141e+01 +1.202583042667349389e+01 +5.374726302164177127e+00 +2.004899967696472629e+01 +1.031163649607260879e+01 +1.884804990338035680e+01 +1.007498372733881808e+01 +9.991399283351924510e+00 +9.059625824726538212e+00 +1.481629344087725997e+01 +1.689937740024677737e+01 +3.125705140385217362e+01 +9.173066110732676748e+00 +1.958595111721261617e+01 +1.199929379449396549e+01 +9.683480107270568737e+00 +4.109687670778789936e+01 +7.579571297741310332e+00 +3.049887320084593512e+00 +1.011904611827510791e+01 +2.488576345565608960e+01 +5.945613287617760534e+00 +3.217647746706404632e+00 +2.605588822166586738e+01 +1.241800056083809523e+01 +1.974928554199057373e+01 +8.539319327149442529e+00 +7.605139507544308231e+00 +7.413092168084375544e+00 +2.698938472204943650e+00 +6.839426600898221409e+00 +8.671080914856858612e+00 +7.328446048311874961e+00 +2.185631517900829124e+01 +9.145799648354554279e+00 +9.609091655938314602e+00 +1.700086661980482461e+01 +1.276078963877515093e+01 +1.850560931204591952e+01 +2.964880353752917586e+00 +1.108305405231716634e+01 +8.758432627877624554e+00 +1.462941346700516476e+01 +1.246173390871841491e+01 +2.388895013388065536e+00 +7.706265367310692227e+00 +4.687586306806409198e+00 +8.680928691044087486e+00 +4.365882163347791334e+00 +1.810180697071999134e+01 +1.142469851592035468e+01 +3.914752663221392481e+00 +1.007899457087640371e+01 +6.077535991249376934e+00 +1.811928893009277886e+01 +1.031890753788731274e+01 +2.560225384134457727e+01 +6.079996951876381672e+00 +1.916835442820520541e+01 +9.347384453928384573e+00 +1.006689004995550363e+00 +1.061277063408212484e+01 +5.345092839707760390e+00 +8.634860867030340614e+00 +5.664586137128921450e+00 +5.840941058152068877e+00 +1.841222943262785350e+01 +2.246703366847404482e+01 +2.300257740538826567e+01 +1.250468223318235061e+01 +9.518436664959324389e+00 +1.551396817075813317e+01 +9.964821085261988287e+00 +1.140888596831734958e+01 +5.732695477595356692e+00 +5.616677449240810915e+00 +9.915422109198757994e+00 +1.058690095019827027e+01 +9.600820009776739994e+00 +1.057784355651142505e+01 +1.866802446997367326e+01 +8.365326918375899368e+00 +1.133163850346076629e+01 +1.290183852767638939e+01 +9.304391266449897557e+00 +1.264810769726213380e+01 +6.492578837890818022e+00 +1.723342086935033990e+01 +1.265374585139304031e+01 +2.152915312399703396e+01 +1.434767624751368942e+01 +4.639401079966987140e+00 +1.589511391659223705e+01 +1.618775107468020735e+01 +1.011950135045263721e+01 +8.612674241249862916e+00 +6.049943043686653255e+00 +7.144257328660543749e+00 +1.549594525603366435e+01 +2.698938472204943650e+00 +1.143942242162687251e+01 +1.106869114832306877e+01 +5.098698182228190490e+00 +1.171129696153420241e+01 +9.171984059527559907e+00 +8.643844212520249926e+00 +1.540170831558322107e+01 +1.893814497764161331e+01 +1.618287877677464337e+01 +6.981284932190192194e+00 +8.708315706715765714e+00 +1.095831211939821515e+01 +9.778287970065051127e+00 +1.028334819063692862e+01 +7.817243540950173042e+00 +1.050965770463508875e+01 +1.011680271092406258e+01 +1.316567760412544885e+01 +1.197220796448233671e+01 +1.343249863525684873e+01 +1.688756409098189692e+01 +4.325822946338377051e+00 +4.687583684137777595e+00 +1.399858457158472902e+01 +1.311007890058560577e+01 +1.801666576008037168e+01 +2.174608489465491346e+01 +6.531702604270918755e+00 +9.995995733163070440e+00 +8.398616369513135282e+00 +1.504012046883418918e+01 +5.942610203774520983e+00 +8.676266077554359413e+00 +2.198709992207676578e+01 +5.462098803276717263e+00 +6.236277576244390275e+00 +6.516373685013562067e+00 +1.441400460579897924e+01 +1.224449022569510248e+01 +2.112521620298743130e+01 +1.792772644085202671e+01 +1.005134014560081823e+01 +9.518876592374311940e+00 +1.057784355651142505e+01 +1.180424072194024632e+01 +1.893814497764161331e+01 +7.174667415503748202e+00 +1.315684605089826675e+01 +3.206823930589779081e+01 +1.009859585112155855e+01 +7.205590039517986156e+00 +1.833631998762716364e+01 +1.217003789776400424e+01 +1.804848379269087388e+01 +1.075409832281310685e+01 +1.801092927247231046e+01 +1.706734339431585568e+01 +3.158084131080343582e+01 +9.544192780435352574e+00 +2.743855196611727365e+01 +7.820635447933483420e+00 +1.879440837306094636e+01 +7.581295346161866178e+00 +9.651682842109835292e+00 +2.420088994283180739e+01 +2.190762713003790907e+01 +1.357533291153957578e+01 +1.371399630243963941e+01 +5.820400785603240479e+00 +1.142706151199551812e+01 +1.377992979365821213e+01 +7.879221990066412218e+00 +8.779549086765598531e+00 +9.613589624709774739e+00 +2.983940513088282387e+01 +5.065834123938586231e+00 +1.235927856053544360e+01 +6.441173785558689246e+00 +1.292421642062056719e+01 +1.462941346700516476e+01 +1.431978076528395150e+00 +1.335909315474204107e+01 +3.998817969111584603e+00 +3.387161874638887582e+01 +1.815371301637871682e+01 +7.099507570512272991e+00 +1.453697204329064618e+01 +2.605588822166586738e+01 +4.125545027847465462e+00 +1.780695598414546055e+01 +1.464673216254688271e+01 +6.008746257185094919e+00 +1.449204548394398273e+01 +7.393144459031802285e+00 +4.842977781457008746e+00 +4.566427364587497095e+00 +6.387884264221042940e+00 +1.024462174487499055e+01 +7.257051605651184900e+00 +5.008736896290457707e+00 +9.396460319630918434e+00 +1.508775852006925788e+01 +8.983533558213032677e+00 +3.886993204087431764e+00 +1.388247905963434903e+01 +8.603266117659288170e+00 +1.350935279502577657e+01 +2.528825679416372907e+01 +9.419929986913487596e+00 +5.070727724273666581e+00 +6.053912743825264897e+00 +7.867328384791065332e+00 +1.276538414901584417e+01 +7.892796826108082087e+00 +1.197628849722615030e+01 +1.024611425273360510e+01 +1.086922888071647719e+01 +1.842493318418570425e+01 +6.064881435940421284e+00 +1.064474055875359682e+01 +2.397142355243674672e+01 +6.649038394638139948e+00 +1.000694953895698802e+01 +9.980804554657268568e+00 +1.595292937801332300e+00 +1.047480023130322024e+01 +1.253392731763253209e+01 +1.463783095222025565e+01 +1.535721446377138477e+01 +1.209422599405371557e+01 +1.400826032725127845e+01 +6.748593041286270022e+00 +5.129842780326001161e+00 +2.157140016999994714e+01 +1.395225014412281439e+01 +9.501839896339049574e+00 +1.267955844178820257e+01 +1.463288629265566954e+01 +9.497951904732104822e+00 +1.234063203157991495e+01 +1.330731066849078559e+01 +1.711906072347271390e+01 +1.714895777475766181e+01 +1.705653757195287312e+01 +1.152857504404251188e+01 +2.346020967575104521e+01 +4.600809100012938302e+00 +1.275209981502180767e+01 +1.260302262255439132e+01 +1.235775920473308531e+01 +3.346458197279090996e+01 +1.281813592495005594e+01 +2.190463694313129395e+01 +2.032102063645223211e+01 +1.067077794783237721e+01 +1.470613778497072133e+01 +1.136019306964520581e+01 +3.387161874638887582e+01 +1.738024162004364825e+00 +1.587598943512777794e+01 +1.220160629437489774e+01 +1.714895777475766181e+01 +8.654151888993069974e+00 +1.261011421177751402e+01 +1.296156134360690260e+01 +1.219726049724435768e+01 +2.223561705793034093e+01 +1.716156887315202084e+01 +8.142695191254517795e+00 +1.568273387205161384e+01 +7.677982299538754773e+00 +2.002204095979999465e+01 +1.108691341796244956e+01 +9.738433392950256007e+00 +2.455746478910485564e+01 +8.107088771486814949e+00 +1.147028589278976085e+01 +1.157407348863142715e+01 +1.530743421075554522e+01 +1.199929379449396549e+01 +1.261011421177751402e+01 +5.940719797118447332e+00 +1.208834253964148786e+01 +1.182116013824830247e+01 +2.127719114770570741e+00 +5.298119184887212896e+00 +1.683771371806595596e+01 +1.049334559882370854e+01 +9.732113297534567664e+00 +1.733258059041938282e+01 +1.205811713846070177e+01 +1.635919175865868169e+01 +2.296177491882986033e+00 +1.053942361018977181e+01 +1.968752211658774343e+01 +9.530595906232278480e+00 +9.599678533849839823e+00 +3.626175170049366159e+01 +1.141621363510576259e+01 +1.001305985956363998e+01 +3.387161874638887582e+01 +5.702013795139066588e+00 +8.657253640282164042e+00 +4.109687670778789936e+01 +4.114120120137130243e+00 +1.200302742726300664e+01 +6.251188261271309443e+00 +7.670430616946148916e+00 +1.192932630362280122e+01 +5.355354061891461015e+00 +2.468777273474512413e+01 +2.476107841849817248e+01 +2.870290218843035746e+01 +1.314523653597979092e+01 +9.860144174684990048e+00 +1.809993600078868781e+01 +1.472265935636643519e+01 +1.140644792907983174e+01 +1.062414032549234832e+01 +1.066163205476053122e+01 +1.543346362597142729e+01 +1.156711561532102905e+01 +1.445541284134080229e+01 +1.011733922613690595e+01 +8.995291903418532797e+00 +8.435085174007966202e+00 +5.960278832696772611e+00 +7.931577284997871402e+00 +8.172236566343030972e+00 +1.587418948362787319e+01 +1.703685497305905017e+01 +1.589511391659223705e+01 +1.645594113395573288e+01 +8.555940354469086628e+00 +7.454135287994702708e+00 +2.819833851926604495e+01 +1.304609143118072723e+01 +2.453851231382978426e+01 +3.184231648336336207e+00 +9.848046683762291309e+00 +5.825319103869276205e+00 +4.234455737840207235e+00 +1.142879358114798549e+01 +8.482029232296795840e+00 +1.522437508915366777e+01 +1.631910555016563080e+01 +3.121537252612242241e+00 +1.358494096403485685e+01 +1.191315300391165977e+01 +7.676358984967080801e+00 +8.967886081447744573e+00 +1.065032330153385942e+01 +6.315052270721821515e+00 +1.535246463284410368e+01 +6.192085411869669542e+00 +2.192334410162290226e+01 +9.551929801809308174e+00 +8.754240294111269804e+00 +1.561155704874964556e+01 +4.339204783697411472e+00 +9.146170688230498058e+00 +8.971573138126828439e+00 +7.022052491971280119e+00 +9.514744322891075967e+00 +1.439583306414682795e+01 +1.417112512788747836e+01 +1.813555659973948764e+01 +1.522380068403451503e+01 +1.716156887315202084e+01 +5.203986127306535536e+00 +1.325348562363434723e+01 +1.433558976510930449e+01 +1.599942695502835477e+01 +1.043224466896406000e+01 +1.707262414984819543e+01 +2.048691286703531489e+01 +2.246644920508735765e+01 +1.654444526955678896e+01 +8.994833493406190428e+00 +1.675310163942816644e+01 +1.335237473625058158e+01 +9.692123076314203445e+00 +7.224544619534029266e+00 +2.546670144834477867e+01 +2.179900798759717873e+01 +1.303833920725925566e+01 +6.612636696929612867e+00 +9.644562105409860919e+00 +1.716156887315202084e+01 +9.668631165798487359e+00 +2.608593529405236211e+01 +2.261499751250141799e+01 +1.368596655020088804e+01 +6.439904192820137041e+00 +1.177207020079929123e+01 +9.925917796151153993e+00 +2.523696800507478599e+01 +1.360798116340170338e+01 +5.338137717105311708e+00 +1.105790938693715475e+01 +1.195269879821890413e+01 +1.303901929545118321e+01 +9.831670963323617229e+00 +1.695703019187786253e+01 +3.191237412241706295e+01 +7.838822769318895212e+00 +8.646056351934191753e+00 +1.438939582200268319e+01 +3.297697422373310872e+00 +1.522380068403451503e+01 +4.669424215984193438e+00 +1.410749417117202142e+01 +1.771371115459044177e+01 +1.106869114832306877e+01 +1.037140038118309349e+01 +1.127224760314132368e+01 +7.407226293230735337e+00 +9.305813576441352097e+00 +9.927358646023122901e+00 +8.216236401983067594e+00 +7.208406321998850785e+00 +1.410613770471570660e+01 +1.304196934710125788e+01 +1.506824774799757449e+01 +6.653680870759842492e+00 +6.841117848060804363e+00 +1.304609143118072723e+01 +1.202318739008572379e+01 +2.419823233975634480e+00 +1.005692176569660035e+01 +6.384715491141989219e+00 +8.185636971292765907e+00 +8.951855734754545324e+00 +9.544978781473432150e+00 +5.630397779634236599e+00 +1.797376819278173343e+01 +8.274900334381172229e+00 +1.710496948775488590e+01 +6.391695666510912588e+00 +7.361666121170870269e+00 +1.095729294857653713e+01 +1.116574329723329129e+01 +1.425409168398805093e+01 +1.046983022816917241e+01 +1.434612568074788896e+01 +7.063807767907718471e+00 +8.704918801414294194e+00 +1.283259453611037770e+01 +4.777818265315957547e+00 +2.132112754347268435e+01 +7.489252691825484476e+00 +3.190038490329300203e+00 +5.105543195258590572e+00 +3.387161874638887582e+01 +1.010420496402852564e+01 +1.924597145707822676e+01 +1.042329385884804083e+01 +1.459675359260485550e+01 +5.529870975084079987e+00 +4.907585840698189372e+00 +1.205295101370676036e+01 +1.210875580837826249e+01 +8.895080609052669729e+00 +2.028921837203051837e+01 +1.517721315679376914e+01 +1.313705415156775302e+01 +8.745060468557255717e+00 +6.924495762511185148e+00 +7.161367039775797139e+00 +9.083144831426693599e+00 +5.570111879641146402e+00 +1.882837129574598123e+01 +1.007241455261782903e+01 +1.622708895662724160e+01 +1.251094122892847338e+01 +1.564953381387142883e+01 +2.584586607727190710e+01 +3.387161874638887582e+01 +1.962633867964822798e+01 +9.750206720947076633e+00 +2.522480869087800670e+01 +1.947219503182668632e+01 +1.199929379449396549e+01 +1.033313301119659400e+01 +9.653783558937817588e+00 +6.676025594255435180e+00 +1.171020141496400413e+01 +1.974928554199057373e+01 +1.507782597068000996e+01 +1.304609143118072723e+01 +6.495993372992799664e+00 +1.768225642354052241e+01 +8.840613087584756613e+00 +2.345840721784838934e+00 +1.027866220873919190e+01 +1.333488489170792946e+01 +1.464954131978423391e+01 +8.519486713547308909e+00 +4.469096555857134945e+00 +6.571839078527140998e+00 +8.528944456815452213e+00 +2.066056532665521672e+01 +1.450333009662303141e+01 +1.028415717474237567e+01 +1.225470909851885892e+01 +1.402768938890417871e+01 +8.049789734383480777e+00 +1.645919621015352163e+00 +1.061058182185229271e+01 +8.737782218471267015e+00 +9.324299002010761228e+00 +1.046983022816917241e+01 +1.110661829371412068e+01 +1.308462896686384624e+01 +3.128447715486824166e+01 +1.363096483543486670e+01 +1.426337144215418107e+01 +8.123421611701218126e+00 +4.604931860169628521e+00 +1.062486045759094111e+00 +7.909489808100929054e+00 +1.643613951257106010e+01 +1.086835015730238752e+01 +1.144132043747332261e+01 +1.122102594293266975e+01 +1.100044410413050855e+01 +5.865363428456547013e+00 +8.893144715079529306e+00 +1.915944601217491083e+01 +8.808079052976324874e+00 +1.395358752755268483e+01 +4.144947868995927820e+00 +4.433260179276402368e+00 +6.371689332183777310e+00 +5.630397779634236599e+00 +1.595292937801332300e+00 +1.094815298272197879e+01 +2.958311306972063903e+00 +1.237567665031866682e+01 +1.854766984267517671e+01 +2.059944152607766910e+01 +1.000079498166452652e+01 +1.168115531700775023e+01 +1.136200324862586797e+01 +6.039111026412086858e+00 +5.701864067379958101e+00 +1.881000056228008077e+01 +1.157195979915157125e+01 +9.771329388486279299e+00 +1.661233198329888694e+01 +2.308225452955157664e+01 +2.617312084116623794e+01 +1.670599121628713135e+01 +9.633225788394057076e+00 +9.469017808575898698e+00 +7.783360499520171061e+00 +1.031163649607260879e+01 +1.040943883169353512e+01 +6.239626206815302112e+00 +9.026646097977888417e+00 +1.690560223108678883e+01 +7.841309785070649241e-01 +4.460515212578897604e+00 +1.943784909445355424e+01 +2.228908599905386723e+01 +6.043657125401111330e+00 +1.352840594899593896e+01 +1.566498076081144575e+01 +2.228908599905386723e+01 +1.667424943058718156e+01 +1.210238439452614045e+01 +1.888050314012627950e+01 +1.525081506969199552e+01 +6.845757563293588532e+00 +1.289878546954898297e+01 +1.070003201744867738e+01 +1.242305841691479884e+01 +1.001902490765104403e+01 +1.276003910478439707e+01 +1.019758794105038646e+01 +5.008736896290457707e+00 +1.250102070065143778e+01 +1.263080452316941660e+01 +8.244779856621647696e+00 +1.315127524133994541e+01 +1.236873153980234008e+01 +9.142674732921818759e+00 +1.014039584320514109e+01 +1.499343859662344869e+01 +1.463683446924947873e+01 +3.116873192775049972e+01 +4.155717326236356257e+00 +9.518436664959324389e+00 +1.204755459402002771e+01 +8.564806451744658489e+00 +9.791977101308447118e+00 +1.291662961862272141e+01 +1.698521622587838920e+01 +7.142333446748907022e+00 +2.875040889546767175e+00 +7.301220466139980658e+00 +2.936520496220978771e+00 +9.083427282614238152e+00 +1.564837450472464297e+01 +1.345788202436384040e+01 +1.248027308647175460e+01 +9.971993101757760769e+00 +8.332966629388423030e+00 +1.302639269883501072e+01 +8.480938793078180993e+00 +1.186990307730994232e+01 +1.122604282921990659e+01 +3.085869181052061094e+00 +1.049556339967138285e+01 +9.463047615797421486e+00 +1.654072147300045970e+01 +1.553990268336951885e+01 +1.298982282570446500e+01 +2.104484071570742287e+01 +4.741210467590533995e+00 +6.069084630492497467e+00 +1.565771494153587184e+01 +1.585411934561578562e+01 +1.530941002096558634e+01 +1.087350913548439735e+01 +1.668656970765371739e+01 +1.018433112318490430e+01 +1.837058186751195876e+01 +1.958087871573204097e+01 +1.741384600188601439e+01 +6.378156626992279143e+00 +5.701864067379958101e+00 +9.816443793357080949e+00 +1.284881042801698925e+01 +6.076569129898985011e+00 +2.261499751250141799e+01 +1.014901059530521366e+01 +2.437548336982872854e+01 +1.420715364052473717e+01 +8.713216249279909675e+00 +8.314511826324917365e+00 +1.298221865200557090e+01 +1.643821186077646246e+01 +1.376029600489444249e+01 +4.200740714740973658e+00 +1.478280196620191589e+01 +2.050055905620627072e+01 +1.214674631319444131e+01 +8.253957779417390839e+00 +6.329864829948306237e+00 +8.445963736028332391e+00 +2.262388581881572236e+01 +4.549117543777285277e+00 +2.108959768050800676e+01 +1.099760955084235547e+01 +3.498882224052934475e+00 +1.058896670463398948e+01 +9.243637916456592052e+00 +1.256648960504149670e+01 +1.513301202491513209e+01 +8.687486514628730561e+00 +2.504460476950106340e+01 +1.907705458154397604e+01 +1.871291989958642432e+01 +1.329722229934968425e+01 +1.123229812540130013e+01 +2.376161033196368066e+01 +1.579250975329937035e+01 +2.081081548402833903e+01 +6.952471479857479153e+00 +5.563827297498363578e+00 +8.694529786668937277e+00 +2.373989656103144341e+01 +7.284157877539854553e+00 +4.605704107774784006e+00 +6.602043550753450063e+00 +2.352602811353486345e+01 +1.023941261124744528e+01 +1.016303235534081750e+01 +2.231229582195486216e+01 +6.218810025424772903e+00 +1.534338164816078631e+01 +1.219981237158586396e+01 +1.273983349181924041e+01 +6.251188261271309443e+00 +1.667028596170155197e+01 +5.331485653518399204e+00 +1.173693390767688527e+01 +6.646385848066799440e+00 +2.696768732456077089e+01 +7.803710261275227822e+00 +7.570089404729216653e+00 +3.578195382102933308e-01 +1.978283763570176745e+01 +1.077950047198294214e+01 +8.221262395032312043e+00 +6.218810025424772903e+00 +5.138545027827234435e+00 +7.681942680109514754e+00 +1.423597597181176866e+01 +1.851093628739708663e+01 +1.759548736216409281e+01 +1.906460479483995130e+01 +7.709137908695595343e+00 +6.751583211258534334e+00 +1.066655581963823352e+01 +2.317899236886908909e+01 +1.224273680789592333e+01 +1.376729304911748386e+01 +1.062670154964206404e+01 +8.473749209927902371e+00 +1.734233786272548627e+01 +1.400409698279631243e+01 +7.984828872455409510e+00 +1.303256388591363191e+01 +1.191077406230786551e+01 +1.484205133059495552e+01 +8.768084558058660605e+00 +1.658514692101202570e+01 +1.063164836656522994e+01 +2.270234269108418346e+01 +1.041442495967669402e+01 +2.190438507652805811e+01 +1.639810780932353396e+01 +1.103120511568245377e+01 +1.433711643184707896e+01 +1.432142672724799581e+01 +1.002506464523240481e+01 +9.324230416014344769e+00 +1.118755711542021913e+01 +6.301657994128404994e+00 +1.142879358114798549e+01 +3.405735095653784583e+01 +1.066991349078891460e+01 +1.138633000405728524e+01 +2.774519951168663567e+01 +7.003351488568270611e+00 +1.402421221465127132e+01 +1.929717492198206230e+01 +1.248758769678855174e+01 +1.307480829524719468e+01 +1.008136532575561262e+01 +3.387161874638887582e+01 +1.750542052996424047e+01 +5.914882688841899494e+00 +8.555228253159668839e+00 +7.907456522457493975e+00 +9.020195763813816825e+00 +1.592869264995033518e+01 +8.426739508933167144e+00 +1.316032250241177337e+01 +1.417275981674531238e+01 +9.347258643030230019e+00 +1.623559739081711939e+01 +1.294259017783204513e+01 +2.589094266574649339e+01 +1.513301202491513209e+01 +2.205109889630877262e+01 +5.146177463862770196e+00 +1.800956665768246978e+01 +6.329528030154847329e+00 +1.125944583324393022e+01 +2.176042382365434946e+01 +9.892182076595645412e+00 +3.387161874638887582e+01 +1.534801682161088365e+01 +1.239656111623456525e+01 +1.624160218786896337e+01 +7.125144173526557267e+00 +1.143897717947791648e+01 +1.426579688473462681e+01 +4.732355898220461654e+00 +6.212802650608821864e+00 +2.429380309252813674e+01 +1.224273680789592333e+01 +1.364918679430644488e+01 +1.777959665912126752e+01 +1.808605195437614555e+01 +1.171086540300768775e+01 +2.163154838225689502e+01 +5.606455290515711454e+00 +1.344891168826323735e+01 +2.534423846111108958e+01 +1.492433523366165105e+01 +1.069384887816189433e+01 +1.224615889191677809e+01 +1.718089849159275673e+01 +6.153835616681405440e+00 +9.625070739060632263e+00 +1.289992632285928664e+01 +1.459330262693303837e+01 +1.447297425763923684e+01 +3.387161874638887582e+01 +5.271259657479532734e+00 +1.099249690296994686e+01 +1.689657398867922211e+00 +8.792256271323068972e+00 +2.019932110455459906e+01 +1.148754038081442275e+01 +7.682600906422493381e+00 +1.514461640152593702e+01 +8.438252050489055023e+00 +8.182249717045181114e+00 +1.994150920990392706e+00 +1.437415327909896234e+01 +1.014901059530521366e+01 +1.561850567349124219e+01 +6.218810025424772903e+00 +1.603248597967807143e+01 +5.129687065302917404e+00 +9.211378982978729368e+00 +9.512607357375173933e+00 +1.088298868356683613e+01 +1.711906072347271390e+01 +1.043694445410977778e+01 +1.085436047479007016e+01 +1.494788023892651552e+01 +1.700311514252926770e+01 +2.194796084496132949e+01 +1.029728739937704063e+01 +1.073402607879667414e+01 +9.417899579341053595e+00 +9.615898318796510580e+00 +7.039551457738824070e+00 +7.331031019157478568e+00 +1.481390050936423108e+01 +1.672456905624183321e+01 +1.337174847546955903e+01 +1.390875146283022445e+01 +1.575993812060845300e+01 +1.348633026702704285e+01 +1.293417029032015364e+01 +1.850004390246778030e+01 +1.028846479960257909e+01 +1.364327828185319902e+01 +5.603204332088509432e+00 +1.384104785656687397e+01 +1.476528514450463092e+01 +6.069052764360776564e+00 +1.523471836269037283e+01 +1.016207624119287800e+01 +1.230007816890798722e+01 +1.130423461925117579e+01 +6.473557678220089429e+00 +5.471032601406747631e+00 +6.665046913921528926e+00 +9.785818437110393120e+00 +1.084465356081528853e+01 +6.093676287617142862e+00 +1.101805137426573822e+01 +9.189794833081506908e+00 +1.566367706866485321e+01 +9.390391939021910162e+00 +9.387974010750156140e+00 +1.609645599171680885e+01 +6.285851972286764067e+00 +1.666400302871728911e+01 +1.371069152473680219e+01 +2.526702909700247801e+00 +1.895095282333956277e+01 +1.126229386189683623e+01 +9.377118255743496888e+00 +1.088542764283572239e+01 +5.218892972762802174e+00 +1.391455651118353387e+01 +6.837813798194858350e+00 +9.316014787422901122e+00 +8.357257896454484580e+00 +2.657838067998699216e+01 +8.829224807722752644e+00 +1.330179193339732535e+01 +1.548368213980140240e+01 +1.218785461243267321e+01 +6.414234665034840077e+00 +8.198100895217436346e+00 +1.530941002096558634e+01 +5.049690579387188905e+00 +2.607809324213307889e+01 +9.186114834396505557e+00 +1.532197987036029474e+01 +5.031904736252258203e+00 +8.357468138296681559e+00 +2.877798869090783285e+01 +9.929303907067819068e+00 +1.855634376822057163e+01 +1.366074884351796470e+01 +1.069753222414735205e+01 +1.304609143118072723e+01 +1.522380068403451503e+01 +1.060437011506498095e+01 +2.058289749926639445e+01 +1.139327618213280857e+01 +1.501047152922036787e+01 +1.017758356506507766e+01 +1.025301259641963725e+01 +1.199306026850810269e+01 +1.487859240404495154e+01 +1.082783038282384780e+01 +3.552873433586546525e+01 +2.516480242020709568e+01 +7.495828850159909962e+00 +6.724080536964450516e+00 +1.475218423120611533e+01 +1.002157512615224277e+01 +1.356536756655118836e+01 +1.285217131945277913e+01 +1.052705207158552980e+01 +1.804848379269087388e+01 +8.887378727173498305e+00 +7.171562566990402843e+00 +5.694424802709818323e+00 +1.359339659709738157e+01 +7.977276617801152270e+00 +1.031163649607260879e+01 +1.081400765291238031e+01 +1.048452913308034340e+01 +1.828803500079676780e+01 +1.077962500938991752e+01 +1.365243136661933931e+01 +7.965381691512504858e+00 +1.144159277525743335e+01 +1.233016581504777776e+01 +1.304039796429080411e+01 +9.824275142410911599e+00 +7.681942680109514754e+00 +7.868250293600254963e+00 +1.755718108213042683e+01 +5.369951310464600169e+00 +1.158474666446727497e+01 +8.727535274946319532e+00 +5.701864067379958101e+00 +1.461651404640578278e+01 +1.604785349182031950e+01 +7.904983812028930856e+00 +1.182116013824830247e+01 +1.433711643184707896e+01 +1.053836450962906213e+01 +2.527271477213413675e+01 +5.093543351497800131e+00 +4.896262969706199897e+00 +1.697038140450723631e+01 +8.893402951097755249e+00 +7.579571297741310332e+00 +1.882837129574598123e+01 +9.333339631083163113e+00 +8.000615336531936350e+00 +5.814354534366430016e+00 +2.246995721117741596e+01 +1.004154120606294498e+01 +9.915123208161801927e+00 +1.030421105883519317e+01 +-5.749396723911388563e-01 +4.571011073644967837e+00 +1.082873779919836466e+01 +1.332476996655167056e+01 +1.391580074311151805e+01 +7.291829844799764260e+00 +2.653968502737302515e+01 +5.737301990369843452e+00 +1.814400709895745933e+01 +1.229697932000632932e+00 +1.024307829571522177e+01 +2.251357094513329571e+01 +1.320846882019890245e+01 +1.114825232088152518e+01 +7.286007671242671790e+00 +1.540948171110495934e+01 +1.125400089251553482e+01 +3.195043044795994547e+00 +1.103633055260208096e+01 +1.644856236262957339e+01 +9.202430608324903005e+00 +2.266693264163185972e+01 +1.002451396336995515e+01 +1.925301596996989417e+01 +5.332718757776973462e+00 +6.611279114287185621e+00 +8.365326918375899368e+00 +1.469887651721347765e+01 +1.520562224436002907e+01 +1.921547052282323875e+01 +1.131457445810734441e+01 +1.611793482482121931e+01 +1.027710559719352545e+01 +1.704203772205404732e+01 +1.858734962536385638e+01 +2.261499751250141799e+01 +3.206823930589779081e+01 +6.251188261271309443e+00 +9.060476846201098056e+00 +1.513268098347290902e+01 +2.449369106974231158e+01 +2.299069118468875672e+01 +1.443027122608823731e+01 +6.775050963306867402e+00 +7.532330957182338693e+00 +1.953805434919161144e+01 +2.140195208252161763e+01 +5.632469639356145308e+00 +1.216302632335478506e+01 +5.377540363656123645e+00 +1.184115235899734841e+01 +1.269752326874206005e+01 +8.095284675545897812e+00 +2.176042382365434946e+01 +1.388847517760841299e+01 +7.431717699468890714e+00 +7.671534845855703111e+00 +1.113845566439928803e+01 +1.854257880770910560e+01 +8.723748510616943008e+00 +3.057158388753983047e+01 +1.887243933068883450e+01 +1.354183073056884723e+01 +2.848193611159123861e+01 +1.091798310724692556e+01 +9.770987669299302070e+00 +1.166247894355018389e+01 +1.405190009286793895e+01 +2.140306093239908591e+01 +1.268031228346694661e+01 +1.060437011506498095e+01 +1.606859088477433772e+01 +1.083197114126426186e+01 +9.744226456743732001e+00 +1.466271080463604903e+01 +1.097427392048179229e+01 +1.864651786486147955e+01 +1.813861202921611948e+01 +5.714012643638554323e+00 +4.995997653161651897e+00 +1.630908329803692425e+01 +7.404346062745972290e+00 +2.066059894686989651e+01 +1.106694731224405359e+01 +7.542709728392068769e+00 +3.731414789177932789e+00 +9.918897533154833468e+00 +7.187596236069879296e+00 +1.826149629659386164e+01 +4.500288280273082364e+00 +7.743209197815261291e+00 +2.784721121796565058e+00 +5.074200828097062299e+00 +6.414234665034840077e+00 +1.522558136111214822e+01 +1.020088139853716314e+01 +8.171725278881169174e+00 +7.889081255824649475e+00 +1.055923291131146868e+01 +1.304609143118072723e+01 +8.207340324637428353e+00 +1.031163649607260879e+01 +9.107391148667630887e+00 +9.485015634452011568e+00 +1.117987786781563386e+01 +1.908512680331794797e+01 +1.179485415304345963e+01 +1.128762760112135766e+01 +1.428379122888046027e+01 +1.608816160349422830e+01 +1.339247154410297469e+01 +1.093092906071946402e+01 +6.173160717258099339e+00 +2.582869563271370339e+01 +1.320107440917794861e+01 +8.491016011108726502e+00 +8.600239576544936426e+00 +1.690021751496851721e+01 +1.352152712984464245e+01 +1.182308487747840786e+01 +1.743168984715714487e+01 +1.466703681435757289e+01 +1.473769046260254356e+01 +1.039502592125573699e+01 +1.104772772179499896e+01 +8.049789734383480777e+00 +1.327056487726585488e+01 +2.119316687169343538e+01 +1.053098938135534013e+01 +1.199929379449396549e+01 +1.248295572786334162e+01 +2.628823830879838397e+01 +1.459330262693303837e+01 +1.716156887315202084e+01 +9.451044507348456136e+00 +1.374300378915322085e+01 +6.598402885636801329e+00 +4.952818893774043829e+00 +6.011749577251350729e+00 +1.560624969844830900e+01 +6.137830700270981765e+00 +1.541292381079499307e+01 +2.698938472204943650e+00 +1.467939372426967282e+01 +1.119931839405134610e+01 +1.330731066849078559e+01 +1.132808765581613386e+01 +1.080979433007124157e+01 +9.143470267441813348e+00 +4.468401558460982415e+00 +1.321874017179744953e+01 +9.730538889142380299e+00 +6.265394735705868356e+00 +1.127516507193212192e+01 +4.002852365588282169e+00 +9.532048355880974100e+00 +1.755718108213042683e+01 +3.690219871722149492e+00 +1.136698123795945037e+01 +6.778331124301196553e+00 +9.845580100225618025e+00 +1.082636559048145841e+01 +1.207990945336007371e+01 +1.036158944319916486e+01 +5.368125839411419520e+00 +6.955463581049443178e+00 +9.133381547711621806e+00 +8.319370377838112063e+00 +6.597107070602433510e+00 +6.131887360786024033e+00 +1.092729453691988795e+01 +6.199106211059088878e+00 +1.985624769993002303e+01 +1.827980400545897055e+01 +8.987991418478827654e+00 +9.583969762466878706e+00 +8.338320945876276369e+00 +1.239617353948689527e+01 +1.055052796271958471e+01 +9.342750004064399150e+00 +1.429678510722924045e+01 +6.371689332183777310e+00 +6.778331124301196553e+00 +1.747694113642171487e+01 +1.592869264995033518e+01 +2.333121692637136846e+01 +6.266531409737694958e+00 +5.647452032282245682e+00 +1.247547273918102917e+01 +8.407832515954481778e+00 +1.002133502705649448e+01 +1.380036861243330293e+01 +1.352259054646000891e+01 +1.435124892928966744e+01 +1.507496564633549951e+01 +9.680089620774069203e+00 +1.000350987703501460e+01 +8.492743073676862764e+00 +1.292882552714578992e+01 +1.865396584698389404e+01 +8.633358585762550774e+00 +1.158743508664966271e+01 +1.738024162004364825e+00 +8.731532379875062588e+00 +1.453786488269835786e+01 +1.517933195754167741e+00 +1.135157235764917516e+01 +2.229913666664033656e+01 +1.255464461882451133e+01 +1.149486782037669741e+01 +2.196246920159838112e+01 +8.942489985255448914e+00 +9.696565416122282954e+00 +1.814503383194890773e+01 +4.938183699635075641e+00 +1.358771224888906204e+01 +9.892182076595645412e+00 +6.643823433839443737e+00 +7.792566534032829395e+00 +1.029133677128731961e+01 +1.537511015618211729e+01 +1.652081796371285805e+01 +4.135126411131267332e+00 +2.528793205603624017e+01 +1.262964849457142691e+01 +1.127385394385238726e+01 +1.897923766793981315e+01 +1.196499685209073505e+01 +1.913806290790405740e+01 +7.117918105599656542e+00 +6.530851056529101584e+00 +5.630397779634236599e+00 +6.823726751801572732e+00 +1.353858463357757103e+01 +1.749894450199920470e+01 +1.582787585900216243e+01 +9.701979887535799207e+00 +5.630727663706039721e+00 +3.125705140385217362e+01 +9.524686687794343243e+00 +1.234207994297275945e+01 +1.382846162894563236e+01 +8.473590552496332862e+00 +9.510771717741903331e+00 +1.845374962236908800e+01 +8.472749706728009755e+00 +1.305937905294544521e+01 +1.167928940163810125e+01 +7.861845778605413670e+00 +2.431876014729486712e+01 +1.173135531712347301e+01 +4.286802207729081715e+00 +1.036879160058974492e+01 +7.949265611625634165e+00 +3.346458197279090996e+01 +1.218168217245241181e+01 +1.011202262215238079e+01 +1.055493696823739924e+01 +8.941770319747888607e+00 +1.191896086590968196e+01 +6.427077911621736916e+00 +3.502020656974870860e+00 +4.636318420334205825e+00 +9.583969762466878706e+00 +1.497770066252205368e+01 +1.283271710660079634e+01 +1.225553871890251401e+01 +1.420339881143574701e+01 +8.641387382663111794e+00 +4.739642716880240414e+00 +1.435658581886377760e+01 +6.612522105230652869e+00 +1.043294182494715017e+01 +1.997242085019215097e+01 +1.738024162004364825e+00 +3.038619871415420448e+00 +1.012804434355969363e+01 +1.026345722134206540e+01 +1.414863741050369583e+01 +1.375693706876002409e+01 +2.982018781248123673e+01 +2.094421664477853540e+01 +3.101033581899741876e+00 +1.133259726200358841e+01 +4.774701770387750344e+00 +1.335338610856533137e+01 +1.060764739304337922e+01 +1.329113555098278709e+01 +2.695793308880067229e+01 +5.683654295258179445e+00 +3.960187712969101881e+00 +2.283840762637294119e+01 +8.527104373513765267e+00 +8.833123796426932017e+00 +1.145122362591970955e+01 +1.479210406591971605e+01 +5.151440214910152804e+00 +1.929351834947124189e+01 +1.750568493486620980e+01 +2.045584226381848225e+01 +6.948277143752022766e+00 +6.251188261271309443e+00 +6.661501488372024937e+00 +1.785358601037212622e+01 +6.935575727500221888e+00 +1.089623127856241069e+01 +1.140257815747352765e+01 +1.412940186496469153e+01 +1.265021663285737930e+01 +1.194737164819001407e+01 +9.074539623848679071e+00 +1.135301061018982693e+01 +9.254636081760040156e+00 +1.760704580934370256e+01 +1.556293351753805609e+01 +9.918897533154833468e+00 +4.457096431897269895e+00 +7.406956595088132644e+00 +2.831307556032655270e+00 +1.165348034560298629e+01 +1.277975517263868710e+01 +1.817345858015160331e+01 +1.114258580869251603e+01 +1.406257455495085651e+01 +9.515908203262554821e+00 +1.499736744242370889e+01 +9.576053196352077634e+00 +1.158413161605358255e+01 +1.135541759196834732e+01 +1.283388146562501220e+00 +1.326518320006371709e+01 +1.151173257426160035e+01 +1.854766984267517671e+01 +1.085756474550436224e+01 +1.709235031694684892e+01 +1.566934659674525676e+01 +2.174219559640182808e+01 +1.188806378604836311e+01 +1.416181109192447707e+01 +1.788325177563743296e+01 +8.098394408018862123e+00 +2.680595825382454223e+00 +9.598346596746168302e+00 +1.312832316565331325e+01 +1.158176707636972935e+01 +6.406320532744359753e+00 +5.486073069836393756e+00 +1.054227774222599123e+01 +5.440425871822995418e+00 +1.656126170093084227e+01 +5.889945837228140135e+00 +1.026887687834324936e+01 +9.419407521500630764e+00 +1.039427214097445074e+01 +1.296835886787945924e+01 +3.387161874638887582e+01 +1.062102535807095194e+01 +1.182323967385811159e+01 +4.871202305616762374e+00 +1.011378388353543301e+01 +6.062296879739676569e+00 +1.364026158447110504e+01 +1.132805084356380121e+01 +1.109296280858347927e+01 +6.320764754513660932e+00 +6.467375203384150950e+00 +1.116194303514201636e+01 +1.769582945766995863e+01 +5.502271666173413678e+00 +1.693010930478571652e+01 +7.076723901490680646e+00 +1.629286672586553664e+01 +1.071069103308451531e+01 +3.153253532984550134e+00 +6.198820712298825697e+00 +9.584173342424676889e+00 +3.925481024573684863e+00 +9.393869294397674707e+00 +8.961506255044966451e+00 +1.692534843912902431e+01 +1.248151893474486940e+01 +1.304609143118072723e+01 +1.887514697268878194e+01 +1.785893480893778928e+01 +3.653105977064157628e+00 +9.167937848251042965e+00 +1.135423242895194562e+01 +1.311434545242957483e+01 +7.655861873033671827e+00 +9.127861465472705049e+00 +1.457995814583171068e+01 +3.052204096738149985e+01 +8.111840862716462652e+00 +1.345023680980955305e+01 +1.510253038451355678e+01 +6.789275659595816137e+00 +1.062970324759882601e+01 +6.431546129709246884e+00 +8.809650848674820622e+00 +1.691121136648150980e+01 +1.235915680585456755e+01 +2.560225384134457727e+01 +8.360932589758007794e+00 +7.539663608275049000e+00 +7.916326704528287905e+00 +2.508006031570417349e+01 +5.734899712869136579e+00 +2.187950756118556228e+01 +1.031163649607260879e+01 +1.213165007744322565e+01 +1.817696095074293794e+01 +1.786049728990926155e+01 +6.251188261271309443e+00 +1.632614463471992394e+01 +5.647392839777339191e+00 +1.019036541533502316e+01 +9.698995955992160134e+00 +1.394920279138112562e+01 +1.032612811297131827e+01 +1.163800089129804860e+01 +1.530511946381385258e+01 +6.248185798980486538e+00 +7.307742633861309400e+00 +2.200205229342368796e+01 +1.570453999217593832e+01 +3.475025249334819932e+00 +8.269243182086569277e+00 +1.533932902443729063e+01 +3.057457970426527538e+01 +1.209814066075422545e+01 +2.190438507652805811e+01 +5.245296977660004245e+00 +1.055693997614301338e+01 +1.261197465244978844e+01 +1.667073337381231113e+01 +2.327360064920894445e+01 +6.709678768111487557e+00 +9.500407982402990115e+00 +2.112584456301578939e+01 +5.384970810049942713e+00 +1.768885179017652831e+01 +6.752780147486433293e+00 +3.974860866060581088e+00 +2.120713294311732966e+01 +3.387161874638887582e+01 +9.463047615797421486e+00 +1.512115866257470032e+01 +1.422417660680852691e+01 +1.761774474602488283e+01 +1.043110594349070652e+01 +6.386521502464674427e+00 +2.473595211794582838e+01 +2.008338887225376368e+01 +1.648116837865097750e+01 +1.179440762828738798e+01 +9.935976788859449016e+00 +8.480953891266835853e+00 +1.672099506671875702e+01 +1.433711643184707896e+01 +6.368144683338826439e+00 +1.648206183187431861e+01 +2.190438507652805811e+01 +3.280033697634934242e+00 +1.269687447233415867e+01 +7.159513232526478532e+00 +8.170392919182532410e+00 +1.638853451132017369e+01 +7.365933474662782032e+00 +2.877798869090783285e+01 +1.532718914793083798e+01 +1.452511151821902047e+01 +9.289709854262710564e+00 +7.999977027659440409e+00 +1.882837129574598123e+01 +8.676787522234974404e+00 +1.664090197106351354e+01 +8.740400589352191218e+00 +1.352424869169546184e+01 +3.387161874638887582e+01 +1.511964947885545030e+01 +1.468785109069573025e+01 +8.712264903738329735e+00 +2.605588822166586738e+01 +1.462304911926179329e+01 +1.472588792009018732e+01 +3.723750535479553037e+00 +1.268106805194639719e+01 +1.712083398243929366e+01 +8.345276030705761627e+00 +1.966276220425018550e+01 +3.387161874638887582e+01 +1.151173257426160035e+01 +2.230472695514667691e+01 +9.836972260391931400e+00 +1.359467475832083494e+01 +1.228856485823011724e+01 +1.706897604791207357e+01 +5.062307441782721185e+00 +1.049090981306294168e+01 +9.150842473134019883e+00 +1.493334347687498109e+01 +8.369342287745723752e+00 +4.238689184779957486e+00 +2.107509990962384450e+01 +8.687486514628730561e+00 +7.526975785094450089e+00 +1.001287375591388695e+01 +6.140936808184491724e+00 +1.620960711345711047e+01 +-2.786302497369348430e-01 +9.716434103904603603e+00 +7.017194285967036649e+00 +1.085321917630133726e+01 +1.522380068403451503e+01 +2.030307109039625857e+01 +7.915892611087372188e+00 +3.266866960455736546e+01 +1.747126808391551833e+01 +1.260966145820701456e+01 +4.095420089699828736e+00 +2.326267462438947575e+01 +1.458763195812603897e+01 +1.764452589373452440e+01 +3.605692467113854605e+00 +8.490841493653078942e+00 +1.729567362471057379e+01 +1.245324700096207948e+01 +4.581616249600841684e+00 +1.072028785107754345e+01 +4.669424215984193438e+00 +3.346458197279090996e+01 +4.850700857763314389e+00 +4.923436080222671762e+00 +1.719450248861514297e+01 +1.862432264598926679e+01 +8.274593085701937412e+00 +2.052195461102074603e+01 +1.276576230055519545e+01 +1.005502427335220261e+01 +4.570485322953629748e+00 +1.309198929161030378e+01 +2.169887120095835087e+01 +1.153439658159187786e+01 +1.360798116340170338e+01 +1.657369794767963356e+01 +5.942343130227364156e+00 +1.536843637847954369e+01 +9.653222449232899294e+00 +2.744241938375722611e+00 +9.164537526709125359e+00 +1.023109792241224625e+01 +2.148447360084308855e+01 +2.373283752285385617e+01 +5.057972088840969604e+00 +5.516882331774368708e+00 +2.043131751173288535e+01 +1.774002077841221592e+01 +1.714527578351004422e+01 +2.612066104852807769e+01 +1.065951026744379249e+01 +9.696282926906008015e+00 +8.498552212311409448e+00 +1.517102983105669978e+01 +1.339087983807323212e+01 +1.502722990553257887e+01 +3.723750535479553037e+00 +2.743855196611727365e+01 +1.740081474510182602e+01 +6.269075503551761130e+00 +1.850631658934378265e+01 +1.023052181487064161e+01 +9.956238327605845484e+00 +2.338263493925691705e+01 +3.387161874638887582e+01 +1.194858618998475208e+01 +1.115505809454380426e+01 +2.484558461289623210e-01 +1.557309547660142357e+01 +1.406740619910176804e+01 +1.251830773428271470e+01 +1.718788107710199142e+01 +5.964610613073588752e+00 +1.693302848667745764e+01 +7.779922914672994239e+00 +1.573648867571496623e+01 +5.547738680176735215e+00 +5.008736896290457707e+00 +3.665432839662017273e+00 +1.214802294988790266e+01 +1.049566326749807388e+01 +1.027820761471809874e+01 +1.014417035185269356e+01 +1.671171100817130650e+01 +1.301407718551588744e+01 +1.536677828627549047e+01 +5.236956114173423771e+00 +1.046089044667262158e+01 +5.711629922982552898e+00 +7.011193805103559384e+00 +7.698220602198404094e+00 +2.600536494974758739e+01 +7.590956142521434913e+00 +2.706476038791724648e+01 +9.379545373818359622e+00 +9.914004881704173044e+00 +1.182116013824830247e+01 +5.302609106646073656e+00 +2.272696899804162740e+01 +6.777409364223402122e+00 +1.387035507929408595e+01 +3.654407304660992395e+00 +1.252737919025773294e+01 +1.030353242441435668e+01 +1.429662246301694495e+01 +2.877798869090783285e+01 +2.522480869087800670e+01 +1.740142074598337274e+01 +1.304168771534743598e+01 +6.713355948487247815e+00 +1.309144730526702460e+01 +1.157810871668851860e+01 +1.687238205463089002e+01 +5.474330163765245061e+00 +1.041672930841738776e+01 +1.420715364052473717e+01 +1.712002901059285875e+01 +1.482894097370370901e+01 +2.275325234436188282e+01 +8.279063791444386311e+00 +5.341755048160010233e+00 +1.996390772622483212e+01 +6.857310497536545313e+00 +1.166484516707758701e+01 +1.001287375591388695e+01 +7.867481513486950462e+00 +1.110612302631624004e+01 +9.528741068185766494e+00 +9.954700316330701071e+00 +1.359204429416617188e+01 +7.873985925786769258e+00 +1.135425170251568261e+01 +1.142879358114798549e+01 +7.618932769069644451e+00 +5.476395841504057671e+00 +8.278999385531633948e+00 +1.142879358114798549e+01 +1.435493549395556556e+01 +9.649078996563218880e+00 +4.539711205177781039e+00 +9.346251249419353258e+00 +1.014417035185269356e+01 +1.075369411378594009e+01 +5.315106715337535093e+00 +8.273325180710330073e+00 +2.366989699928595314e+01 +1.230668526969067500e+01 +4.360618374272107189e+00 +2.338438534444850347e+01 +2.831370448442979182e+01 +1.561211498136795228e+01 +1.064297035066984165e+01 +1.764807934559817681e+01 +2.001902138073238291e+01 +1.842493318418570425e+01 +1.451442510775935091e+01 +2.528825679416372907e+01 +9.848043608192810439e+00 +7.511014208229738642e+00 +1.830043516980555296e+01 +1.462849728381978309e+01 +1.445223479687662405e+01 +7.867481513486950462e+00 +1.198098143966919338e+01 +1.640511327496700744e+01 +5.971012656706434996e+00 +5.356024412934289103e+00 +1.097634817327021040e+01 +1.330731066849078559e+01 +1.593702017683818895e+01 +8.576019093343930422e+00 +4.732355898220461654e+00 +1.371169485187182602e+01 +1.107073971445609573e+01 +1.539619642137451194e+01 +1.114431068255510127e+01 +1.414432457441613167e+01 +1.517766600809321176e+01 +1.009300721347749175e+01 +1.347522100755453778e+01 +2.500388748778793513e+01 +1.688583405629604783e+01 +9.736225591913935773e+00 +1.564703307837716295e+01 +1.015929799769889996e+01 +1.657225543845984816e+01 +1.656991951679515296e+01 +9.273012279137574865e+00 +1.257718172981061855e+01 +5.188731529835266088e+00 +1.031163649607260879e+01 +6.481776332543290664e+00 +1.230662534741962588e+01 +1.156157740771878650e+01 +2.696768732456077089e+01 +8.171725278881169174e+00 +7.542607424029085905e+00 +1.313556052442133648e+01 +9.633071192880450440e+00 +3.664182178404558954e+00 +2.201915603011428857e+01 +1.951733243590162203e+01 +1.001287375591388695e+01 +1.571370266606898269e+01 +8.319593912852141671e+00 +1.228527339825524223e+01 +8.279063791444386311e+00 +1.433711643184707896e+01 +2.287580944388649584e+01 +6.210894503129566147e+00 +8.178631139304656017e+00 +7.889992320609493959e+00 +1.817030267437660029e+01 +1.195707122308192538e+01 +8.566383293528403442e+00 +1.043165845945607373e+01 +3.380642808397492161e+01 +2.388055720635560419e+01 +7.918746870112784109e+00 +1.563294893990151024e+01 +2.242314175484787597e+01 +1.088691262227904133e+01 +1.497286688103014285e+01 +6.945460192125821663e+00 +8.710517382212344728e+00 +1.033919061232059278e+01 +1.196317496562549820e+01 +1.696668452417719664e+01 +1.462443581368313517e+01 +1.399490678646009201e+01 +3.662260075250792113e+00 +1.184232833728445655e+01 +1.711906072347271390e+01 +1.188033089171207735e+01 +9.737901815441091458e+00 +1.541076951551656293e+01 +1.510921652294068451e+01 +7.629572245265478614e+00 +1.301407718551588744e+01 +1.579258277038437086e+01 +1.063298696065150750e+01 +1.377746097912486789e+01 +9.744696080041777009e+00 +5.701864067379958101e+00 +5.457920161845521534e+00 +1.070003201744867738e+01 +7.089644984235647485e+00 +4.652238813550624741e+00 +5.250358981579168471e+00 +1.086293432328511699e+01 +1.381104478217474707e+01 +1.508330001110599028e+01 +1.630938600268034122e+01 +7.850310922729278218e+00 +2.459760818551056616e+01 +9.949565962867623625e+00 +9.728716424774546567e+00 +3.227252539954433530e+01 +2.007819510175443156e+01 +1.062751538023650255e+01 +1.423047160596711080e+01 +1.213906719299956194e+01 +1.593543329614399795e+01 +1.182748077769863926e+01 +1.629135039454777711e+01 +1.326501547728624075e+01 +2.375421728644809605e+01 +5.366212459821099401e+00 +1.121266450009552784e+01 +9.427212491703130581e+00 +6.404860989023589468e+00 +1.465982510992824928e+01 +1.050258523642320085e+01 +5.411542509654864830e+00 +9.671543202314751397e+00 +9.120726325487268582e+00 +5.572895741942787140e+00 +8.967662051296755976e+00 +1.096933822947408999e+01 +1.002178165781597841e+01 +1.853438044960493869e+01 +4.789673458572167419e+00 +1.105736832879894393e+01 +9.012050575670201624e+00 +1.195759038898412996e+01 +1.666400302871728911e+01 +1.170568129203333285e+01 +4.935525613074204898e+00 +1.076164310838004212e+01 +8.823326784059645433e+00 +1.047750605126488210e+01 +1.361181493965240463e+01 +1.194180168046455037e+01 +2.572518726783073362e+00 +2.659914433300475878e+01 +9.454494550248270457e+00 +1.066025468930921249e+01 +1.019836785987529026e+01 +1.956201523703036571e+01 +2.154616976691890784e+01 +9.379057756969928050e+00 +6.832733806465526527e+00 +1.131694810211301672e+01 +8.315685454960316747e+00 +5.597586593012650269e+00 +4.383340631496082551e+00 +2.199518555071992409e+01 +3.646482798206449161e+00 +1.688382920233991058e+01 +1.340724400003588812e+01 +2.429380309252813674e+01 +7.693502710107651410e+00 +8.852559416546270654e+00 +1.280120666952251440e+01 +1.113172777336252750e+01 +1.393941466574486299e+01 +8.137479746987011708e+00 +8.954611063041184593e+00 +1.842769483122145857e+01 +1.676029215773559145e+01 +5.617903029775348500e+00 +1.159794064988145124e+01 +2.618191293327593883e+01 +1.302802033778345958e+01 +7.887749623255757569e+00 +8.096948587110333051e+00 +1.912959887125686009e+01 +2.388055720635560419e+01 +1.301407718551588744e+01 +1.971478711033142872e+01 +5.990424610999696142e+00 +1.480910806236096278e+01 +4.432326271868163303e+00 +1.176308917127101950e+01 +1.548572296723668273e+01 +1.517420669605547801e+01 +1.717196762843343549e+01 +1.769621429431470006e+01 +1.900788984360703182e+01 +1.537029129612713518e+01 +2.143204630256434484e-02 +9.072436519413969336e+00 +1.504585330852653158e+01 +2.082686265594564645e+01 +1.635632288855268257e+01 +1.276538414901584417e+01 +1.827980400545897055e+01 +6.311636469213155465e+00 +1.743168984715714487e+01 +7.407126506837556690e+00 +9.632937642136639056e+00 +1.352178247635842467e+01 +9.949565962867623625e+00 +1.450032311428989829e+01 +9.240862348799907977e+00 +1.414315218370984439e+01 +1.279072234800140961e+01 +9.179756373379632350e+00 +2.024857788990377117e+01 +9.853032086811694512e+00 +1.953991189852993671e+01 +1.473191606330135528e+01 +1.051987751440442764e+01 +1.092002195514542962e+01 +1.125400089251553482e+01 +1.057784355651142505e+01 +1.480368999346232783e+01 +1.143440256988694159e+01 +6.976920468430151345e+00 +9.844267613477271084e+00 +1.420715364052473717e+01 +6.985327526670189968e+00 +1.599406442343503443e+01 +8.071389692375021241e+00 +9.155201528228332108e+00 +2.531057070225386951e+00 +9.970470059644028993e+00 +7.863791985736213519e+00 +7.395357643550042326e+00 +1.092890978008159664e+01 +4.940336507815246136e+00 +1.352424869169546184e+01 +1.552252016094769260e+01 +1.068776751908070821e+01 +1.230159351118676625e+01 +1.152371295729238909e+01 +1.081711195733113584e+01 +1.074463580140974273e+01 +1.448921882172795961e+01 +1.900576943507691396e+01 +9.495625530430615413e+00 +4.057461854706531312e+00 +1.553142852216032566e+01 +4.637190550337265904e+00 +1.706604652214224416e+01 +1.200897458128170570e+01 +6.982448530439924639e+00 +1.447341388195361844e+01 +1.061857231897282361e+01 +2.580173946226653925e+01 +1.445904175456733753e+01 +1.257489567481661652e+01 +4.548736931002906658e+00 +9.127670188620456315e+00 +6.599067713262670054e+00 +1.147869346265279944e+01 +9.277075668548505405e+00 +1.653879854752986489e+01 +1.308196120537151330e+01 +1.097343862118206914e+01 +1.187295269314800805e+01 +9.073803349825993791e+00 +1.974928554199057373e+01 +1.433711643184707896e+01 +3.714578619876917287e+00 +1.266699901661127114e+00 +7.484827864288106980e+00 +8.232629504416721034e+00 +1.437782716013376216e+01 +1.207418666009112940e+01 +1.614283633918435612e+01 +1.013201866467416323e+01 +2.546670144834477867e+01 +1.631939197764070570e+01 +1.607515457283113847e+01 +6.890799151332899442e+00 +1.552162539781591022e+01 +1.422310330426745395e+01 +1.879603283914170220e+01 +4.709351126077109484e+00 +1.283053081359715009e+01 +1.404000521150369707e+01 +9.831670963323617229e+00 +9.860144174684990048e+00 +1.445903532915055223e+01 +1.332454695500022979e+01 +8.578301601739582338e+00 +8.406858347093944417e+00 +8.527104373513765267e+00 +1.174629656011204304e+01 +1.930006504020289526e+01 +1.153984698279192855e+01 +1.466343320233086445e+01 +1.148178148663591003e+01 +5.486073069836393756e+00 +1.256979522315921827e+01 +5.899013388140929237e+00 +7.229180026511855317e+00 +3.049887320084593512e+00 +1.433711643184707896e+01 +2.388348023194225789e+00 +2.142223634479738337e+01 +1.362361618527719997e+01 +8.019741546654614694e+00 +7.938099992932194482e+00 +1.468000432368251040e+01 +1.153635508823424516e+01 +6.943265642666546000e+00 +1.040987915023042376e+01 +1.352424869169546184e+01 +1.891434061879829187e+01 +8.869222396559138133e+00 +1.098039472166657049e+01 +1.031163649607260879e+01 +1.198179708992594783e+01 +7.853200637163908482e+00 +6.414234665034840077e+00 +1.010702057777760388e+01 +6.532839083546448933e+00 +2.190762713003790907e+01 +8.187953005422230035e+00 +9.791977101308447118e+00 +1.278924995182889290e+01 +1.261011421177751402e+01 +2.601107168960729155e+01 +1.154814114051485774e+01 +4.765967756644187148e+00 +1.458458932453895329e+01 +1.587598943512777794e+01 +1.288954723185842965e+01 +1.511941271076008775e+01 +1.084731559135988732e+01 +2.210323611202753114e+00 +1.242382518811390923e+01 +5.070686491565425058e+00 +3.708946469298567195e+00 +1.978283763570176745e+01 +1.790063675834107926e+01 +7.400988493859415485e+00 +1.847388982436476113e+01 +7.401865187771690557e+00 +6.509061582266582491e+00 +1.414297218300833947e+01 +1.619769824214949949e+01 +9.502008025228320776e+00 +2.219604955838316585e+01 +7.033824676061414038e+00 +2.126018553300549740e+01 +3.348562829755977077e+00 +1.241800056083809523e+01 +5.814354534366430016e+00 +1.497449930632464543e+01 +5.341376207284071143e+00 +1.780424875278684738e+01 +6.953725474774330451e+00 +1.178911431317018810e+01 +9.685839750691940253e-01 +1.799527578073730183e+01 +1.587598943512777794e+01 +4.741210467590533995e+00 +1.080719065987914007e+01 +6.804014745814583875e+00 +4.753834298833041316e+00 +9.091941765409799814e+00 +3.010136685545755597e+01 +8.251955161681436834e+00 +1.252169509532288316e+01 +2.350167043286664637e+01 +7.876344332045746910e+00 +1.356662085667394990e+01 +1.157407348863142715e+01 +3.387161874638887582e+01 +1.890032770204145152e+01 +1.457943619202735874e+01 +1.210238439452614045e+01 +9.059519695365224834e+00 +4.283755935392079550e+00 +4.972927682819488382e+00 +1.252737919025773294e+01 +1.414876426039610635e+01 +5.239965271028538041e+00 +1.414763187064927763e+01 +5.657734829096767726e+00 +1.198940298747386635e+01 +1.495432240718670869e+01 +1.391927953226038994e+01 +3.052204096738149985e+01 +1.243834613198917793e+01 +1.336332231233154744e+01 +1.472588792009018732e+01 +1.013922558341700153e+01 +1.171224785107376931e+01 +8.242591688167451025e+00 +8.647200459188397303e+00 +1.635353633937408802e+01 +1.931741271036995045e+01 +1.470833304609533343e+01 +1.283734697660833035e+01 +1.585150423578230061e+01 +1.667539470549991165e+01 +1.152059761538535554e+01 +8.887884639499887385e+00 +1.565963960992422699e+01 +2.994250441147164565e+01 +2.189054432540781647e+01 +1.475613761774671673e+01 +1.225553871890251401e+01 +9.760218532292768145e-01 +1.383142850993172601e+01 +1.493752202736055779e+01 +1.021675824644322006e+01 +9.096761000811454778e+00 +1.429722976577529892e+01 +9.322407205981150469e+00 +1.157407348863142715e+01 +1.024390969910088245e+01 +1.378998682138822574e+01 +1.920989387966805850e+00 +1.362414267217428687e+01 +2.467658882228323591e+01 +2.243678530963077833e+01 +1.467542844972923888e+01 +5.771507234102415396e+00 +1.035176268588196535e+01 +1.796377783297113240e+01 +9.311350608935811124e+00 +2.255803108957610448e+01 +3.629641312330430480e+01 +2.190438507652805811e+01 +2.051025224557774607e+01 +7.565905127406821862e+00 +1.028290356088653823e+01 +6.209166786206438360e+00 +1.541325420727709172e+01 +2.019838800593865358e+01 +1.496105931857017879e+01 +1.903891235672186610e+01 +1.814695909119987505e+01 +7.393144459031802285e+00 +7.860187125475391667e+00 +1.762280776070242894e+01 +1.063854515338636020e+01 +7.200017288819438477e+00 +1.423723502621837156e+01 +9.695119310271422819e+00 +6.081352634513194744e+00 +6.137426410546737543e+00 +9.757129883570968332e+00 +5.781830134374686736e+00 +1.541176630087882415e+01 +1.804156786911590871e+01 +1.153742939032494519e+01 +1.062302307323950856e+01 +5.541211682739714206e+00 +1.461818182900553609e+01 +1.462941346700516476e+01 +1.597259702603200537e+01 +7.812189081875558827e+00 +8.878371253111851047e+00 +1.213799994059793619e+01 +1.792060381680096270e+01 +9.722638346364121276e+00 +5.667729234548431805e+00 +1.352152712984464245e+01 +1.202318739008572379e+01 +1.793412233945119283e+01 +1.492832237067283074e+01 +1.619946056641806820e+01 +1.217461105682887990e+01 +3.148742368750434650e+01 +1.628367865322459807e+01 +7.555043707422640864e+00 +4.968546864841854926e+00 +1.221067745551385997e+01 +1.984897944314722906e+01 +1.596812392183566942e+01 +1.395539797180569508e+01 +1.416880661555963172e+01 +1.492832237067283074e+01 +2.346405685611998138e+00 +2.182110535725350076e+01 +1.884061065803348356e+01 +1.664960325078074277e+01 +1.226251282690559208e+01 +1.893814497764161331e+01 +6.008399467606722055e+00 +2.466765810267831682e+01 +2.141076947054301627e+01 +1.829794412594198150e+01 +1.036589180423466416e+01 +-1.533439126847000011e+00 +1.382591390475654691e+01 +1.526096211303688222e+01 +1.333818394337654922e+01 +7.079013249830694576e+00 +8.683025410465447180e+00 +1.239750292848633251e+01 +2.210323611202753114e+00 +8.719179230407618775e+00 +1.985816161213836040e+01 +1.213165007744322565e+01 +9.292768531096527340e+00 +6.681368685315277389e+00 +1.007986778846505160e+01 +1.675310163942816644e+01 +1.453746110191163154e+01 +1.275227976764405469e+01 +7.765155060513819762e-01 +1.143268506447530797e+01 +3.696419704653337135e+00 +2.313002684283878807e+01 +1.142842554618380291e+01 +1.464954131978423391e+01 +2.605994834214996558e+01 +6.819478350327820237e+00 +1.894634896524253520e+01 +9.138445004622084866e+00 +1.208845713365883512e+01 +2.190438507652805811e+01 +8.516374928366673203e+00 +1.291747137146361979e+01 +2.587056868392437536e+00 +1.095588062222857673e+01 +5.347237808777748569e+00 +1.048763518297388941e+01 +1.281132147138410460e+01 +1.014617735526803699e+01 +1.300528754832862433e+01 +6.022232376046787294e+00 +9.326559965952540665e+00 +1.828968953256031682e+01 +2.056180316072943981e+01 +1.283388146562501220e+00 +1.107123157543441039e+01 +2.133592107773721125e+01 +7.580898635887493242e+00 +4.607337271282219149e+00 +3.993933588639379195e+00 +1.070003201744867738e+01 +1.323384793749914934e+01 +1.485506046583057582e+01 +1.196324290566569459e+01 +1.849452796255214082e+00 +1.261011421177751402e+01 +1.202757774669436230e+01 +1.705254961723852603e+01 +8.555239437295782068e+00 +8.541033033070576153e+00 +-5.749396723911388563e-01 +8.873559152094088631e+00 +4.748423240140724033e+00 +1.444416900373654755e+01 +8.992189543957579190e+00 +1.336488058545430135e+01 +2.210120236344084788e+01 +5.147649973937120649e+00 +1.131160091826171765e+01 +9.160652178177613791e+00 +2.171641815310958634e+01 +4.753834298833041316e+00 +1.497770066252205368e+01 +1.068497516890013799e+01 +1.561155704874964556e+01 +1.098628751645253487e+01 +6.494187573793425372e+00 +2.706476038791724648e+01 +5.695371530799448578e+00 +5.222728402411632942e+00 +8.707138191363014812e+00 +1.118145255371960900e+01 +1.684166641990775304e+01 +3.189534825934178741e+01 +1.973916602066540804e+01 +1.522380068403451503e+01 +8.050008454849830741e+00 +1.266644517095663502e+01 +1.202286913912656985e+01 +6.456862069522955494e+00 +2.676110575192333840e+01 +2.590033429096716588e+01 +5.695691569771042850e+00 +1.397327084147299558e+01 +5.158504254009997680e+00 +9.861928880030887967e+00 +9.916003475079946838e+00 +1.277186775695369647e+01 +1.475218423120611533e+01 +7.873985925786769258e+00 +1.713159354119692068e+01 +1.182748077769863926e+01 +7.140883287122264278e+00 +4.348157380851318976e+00 +1.591868725618940061e+01 +1.932023948556260962e+01 +7.718872610514139865e+00 +1.619645104583980810e+01 +1.553019080009566721e+01 +1.822950223887710308e+01 +1.118211926774473852e+01 +1.073220027224256512e+01 +1.035635123371505983e+01 +1.687720140391074608e+01 +4.669424215984193438e+00 +6.932342671000867540e+00 +6.098727288593806861e+00 +6.962702807364436808e+00 +5.202587785306718615e+00 +1.349109203222218412e+01 +7.679801884393825162e+00 +2.377551855153666338e+01 +5.486073069836393756e+00 +1.139568077252155831e+01 +1.126576515251139199e+01 +1.677283237655564108e+01 +1.905770567254320724e+01 +1.577695830542454303e+01 +1.088235510431543673e+01 +1.268244433204728239e+01 +3.227526096996783167e+00 +5.694008542508910864e+00 +9.685839750691940253e-01 +1.291196359313097730e+01 +8.673850810302354830e+00 +4.118326485364704581e+00 +3.104644279516942618e+01 +5.630397779634236599e+00 +9.380763170437177223e+00 +1.963634541155764168e+01 +1.934004501460724157e+01 +2.469252831886953459e+01 +2.439703119334103576e+01 +3.387161874638887582e+01 +1.969526662616669910e+01 +1.246600447383549692e+01 +2.564711729469408397e+00 +1.462294014159449773e+01 +1.469769842813862226e+01 +5.785411697769731632e+00 +1.404396353888422766e+01 +2.067001297238526547e+01 +1.919760386279855879e+01 +4.331798969115027376e+00 +1.330731066849078559e+01 +8.428490685818630368e+00 +2.072387801642622662e+01 +9.327235415761720105e+00 +1.079850182755023980e+00 +6.526651999695019413e+00 +1.020596743232643178e+01 +8.503651169036231749e+00 +9.528553319396635857e+00 +1.497770066252205368e+01 +6.692779247011088728e+00 +1.360127238051182985e+01 +1.395963834581606022e+01 +1.468000432368251040e+01 +1.262426865436869150e+01 +8.093662390052799083e+00 +1.079279113418435543e+01 +6.260617617448986039e+00 +1.545206578243490014e+01 +9.227867246427109649e+00 +7.520817047522896814e+00 +4.955819459721595877e+00 +1.331659178491251794e+01 +1.652578758960768823e+01 +5.701864067379958101e+00 +1.969553922219368758e+01 +9.060476846201098056e+00 +1.795998522585287560e+01 +3.654407304660992395e+00 +5.783569807276975894e+00 +7.517695752161870359e+00 +1.002451396336995515e+01 +1.039411972190157485e+01 +7.769167209347429548e+00 +6.672709648192423515e+00 +3.663284686611291363e+00 +1.048444437117773020e+01 +5.701864067379958101e+00 +1.464073917723787588e+01 +9.243941582685010872e+00 +1.714895777475766181e+01 +2.642479212204830219e+01 +1.396598937425264353e+01 +1.190331861274233916e+01 +9.181090734831272471e+00 +1.350943340856136388e+01 +1.330942767486004641e+01 +1.616338856917100486e+01 +1.850098342713845057e+01 +1.104071636359060449e+01 +5.566308758356868225e+00 +7.098618891871495862e+00 +1.506824774799757449e+01 +1.713907378479598265e+01 +1.356168551544730860e+01 +6.143621126915761010e+00 +1.304609143118072723e+01 +9.824149936113926174e+00 +1.145814668469222397e+01 +2.049950669219417421e+01 +7.294708373575204519e+00 +7.397328138125132568e+00 +1.156911161617445316e+01 +1.196122581070397928e+01 +1.522380068403451503e+01 +9.346251249419353258e+00 +1.346375458062163943e+01 +8.459584462347692124e+00 +3.289547965890164960e-01 +1.820378092369126932e+01 +1.513987271646577426e+01 +1.031163649607260879e+01 +6.225192636335464158e+00 +1.456616695294961517e+01 +6.040803821472209734e+00 +1.352431613021418855e+01 +1.620577473114590816e+01 +1.238365987925767797e+01 +1.142879358114798549e+01 +1.142657441917081940e+01 +1.262670779017837219e+01 +1.459045585330558481e+01 +1.329518105511483839e+01 +1.515719381234573859e+01 +1.867855186563643599e+01 +1.016767590845276459e+01 +1.617344670862225087e+01 +1.493116725083679341e+01 +1.925088902212718267e+01 +1.051607425695334541e+01 +1.066578978259116184e+01 +5.270341887465193054e+00 +4.961110565858476207e+00 +5.309406696225565270e+00 +2.126276231383708648e+01 +1.280596557586957829e+01 +8.332966629388423030e+00 +1.343801966583596652e+01 +1.143501186015195970e+01 +1.082636559048145841e+01 +4.867103003022165808e+00 +1.589511391659223705e+01 +9.240542075095433461e+00 +1.230673740580297704e+01 +1.558244402255809291e+01 +1.706897604791207357e+01 +1.024752370966599813e+01 +4.879438065618515452e+00 +6.340055841424103278e+00 +1.190063006538201762e+01 +1.295275527449039998e+01 +2.890005247825669699e+01 +6.030216009472169958e+00 +1.007910361518568720e+01 +6.251188261271309443e+00 +1.666400302871728911e+01 +6.098727288593806861e+00 +1.043190973575835301e+01 +1.239120641288174340e+01 +7.067915803440172340e+00 +5.467236559399012208e+00 +1.185816098727249823e+01 +9.851207193247532246e+00 +5.459475076104340019e+00 +1.519621265485685058e+01 +8.987992314382339032e+00 +1.580000158432770263e+01 +1.377634349982643869e+01 +1.102287099376745516e+01 +1.216395724309110449e+01 +5.703514407371798711e+00 +8.476506410993508212e+00 +1.237000486344008721e+01 +1.629684855069481841e+01 +1.186028294966006058e+01 +9.423312007686917013e+00 +1.060831658990790061e+01 +2.029822033808257231e+01 +2.355026473498968187e+01 +8.954414003666656185e+00 +1.287971612132193400e+01 +1.466445759758484257e+01 +2.367793824387709378e+01 +5.249428832771712905e+00 +6.770677870308503543e+00 +1.240607588660466831e+01 +2.152055569020573955e+01 +1.026258428428933200e+01 +1.272746664605868716e+01 +3.387161874638887582e+01 +1.248367084843553698e+01 +8.564532294663138146e+00 +1.836651857693240686e+01 +1.071049454604045081e+01 +1.527927806197045868e+01 +1.323301612188460297e+01 +1.004234697869547688e+01 +1.470064602486533545e+01 +1.220579183805598689e+01 +1.608983750783322364e+01 +1.063357043881237018e+01 +1.535810924151401480e+01 +8.985942521065453548e+00 +8.019524540783237399e+00 +1.208277634879121365e+01 +1.049137258071209544e+01 +1.001451875365394528e+01 +1.276109173784384154e+01 +1.613496127148303572e+01 +9.391452697142796069e+00 +4.247127053175603351e+00 +6.459266671628455470e+00 +9.523190544717891726e+00 +4.725203473493962747e+00 +6.394772796156416916e+00 +1.060437011506498095e+01 +1.025998803149637695e+01 +1.024716009639482195e+01 +1.101646965908325626e+01 +7.442397993494338948e+00 +1.187087338740428777e+01 +7.718872610514139865e+00 +8.274593085701937412e+00 +5.215452920375199142e+00 +2.176841812382306784e+01 +1.070651847005747470e+01 +7.244961064130293948e+00 +1.191085088761356303e+01 +8.791135957509695231e+00 +5.705847367494953915e+00 +1.512666101073453717e+01 +1.468866376412493935e+01 +1.939265538989928928e+01 +1.884902569041238962e+01 +8.531892250235301844e+00 +1.008066667702310326e+01 +1.007805617127270637e+01 +8.716835374652973201e+00 +1.813848618488880504e+01 +8.869222396559138133e+00 +2.615633325039411261e+00 +2.933588190177887611e+01 +1.759067973596846457e+01 +1.495488444620501411e+01 +1.218038533734545581e+01 +9.740048453990894473e+00 +1.121111194209272810e+01 +1.064224902852672017e+01 +9.111501395897533939e+00 +-2.201865332413191823e+00 +6.773514618800177800e+00 +1.134101909555491261e+01 +1.463657135352727323e+01 +7.920050523291934041e+00 +6.435076150503263648e+00 +1.476528514450463092e+01 +1.265227245266859768e+01 +3.637422144904448373e+00 +6.701607775718287030e+00 +6.309575441617852221e+00 +1.081877791971531622e+01 +2.189216268649478536e+01 +9.915546720670946002e+00 +1.031163649607260879e+01 +8.362287647942082458e+00 +9.521460156389395024e+00 +9.160333673618012540e+00 +8.424275953183880006e+00 +4.114120120137130243e+00 +7.276486292921461541e+00 +1.926911954325639442e+01 +1.995183659597462622e+01 +1.118488354770943261e+01 +1.248166270803091038e+01 +6.870771210842789856e+00 +1.304609143118072723e+01 +2.799220363525741107e+01 +1.781160387728863270e+01 +1.640851532987051087e+01 +1.263932422990909288e+01 +1.355607402907882886e+01 +3.387161874638887582e+01 +3.729641740328816013e+00 +1.223339313163741338e+01 +7.960103626539705601e+00 +9.257822709293620278e+00 +1.142879358114798549e+01 +1.634658336117416866e+01 +1.045797314154455648e+01 +1.252891743318414797e+01 +1.031101957932095559e+01 +2.009523458059467771e+01 +1.316243799741926068e+01 +1.347103664469393891e+01 +9.107546109286985825e+00 +2.190438507652805811e+01 +1.893814497764161331e+01 +1.058064837685593318e+01 +1.081337638501966580e+01 +1.324598509074895958e+01 +1.322996653200195283e+01 +7.401639414877223544e+00 +1.286441230618594034e+01 +8.956266002702264473e+00 +1.545000128910919557e+01 +7.557765773931336639e+00 +2.229033217470018258e+00 +1.388120430564005403e+01 +1.370415941503979695e+01 +1.003277605684320406e+01 +7.579571297741310332e+00 +6.433082511716420981e+00 +1.498348893600359588e+01 +7.628741513624731851e+00 +1.453697204329064618e+01 +6.801472939852530430e+00 +7.796028457770830755e+00 +4.554316632147717314e+00 +9.706739565220075860e+00 +1.419218335318566915e+01 +3.387161874638887582e+01 +1.208345015490105823e+01 +1.497770066252205368e+01 +9.565697272715908639e+00 +1.719400349199351297e+01 +1.742311758066529137e+01 +1.487354548504869456e+01 +4.816098989310589218e+00 +6.150388370534614069e+00 +1.187651740864484395e+01 +1.058795832887516042e+01 +1.523670958611364767e+01 +1.433711643184707896e+01 +6.985464420882692593e+00 +1.296988857693213504e+01 +1.170590255351238795e+01 +1.651753185264627177e+01 +1.471428400635053890e+01 +1.495432240718670869e+01 +1.053659395160094903e+01 +7.377622310539464934e+00 +1.539865059207208731e+01 +3.346458197279090996e+01 +1.351425053307779933e+01 +9.956938660967821875e+00 +1.029475146896395188e+01 +1.336809833580879570e+01 +1.147233883935356857e+01 +9.572309461287630938e+00 +1.187284866193014921e+01 +1.850560931204591952e+01 +2.967308783448977749e+01 +3.129953929759162179e+01 +2.458848983823129686e+01 +8.213001974517609938e+00 +1.940568658157314985e+01 +1.097951367744251172e+01 +1.531182778051214655e+01 +1.331121976563326825e+01 +1.002580293612687967e+01 +1.073301933428902544e+01 +1.020618420897061185e+01 +1.530933755987459222e+01 +1.251920207571016874e+01 +2.145715450569699101e+01 +3.096780499854389745e+00 +1.419439502254320473e+01 +1.111135753377965329e+01 +1.113378012062693756e+01 +1.152976869561230444e+01 +5.223596646640388030e+00 +1.173693390767688527e+01 +1.036262752911113694e+01 +1.009141228617153274e+01 +1.142879358114798549e+01 +1.045888335769289768e+01 +1.162931445983602430e+01 +7.189084457117189686e+00 +1.862350909138748989e+01 +2.338438534444850347e+01 +1.115247105921017123e+01 +6.546600168853984769e+00 +6.270995180138385194e+00 +1.040410405432373864e+01 +1.706897604791207357e+01 +2.107509990962384450e+01 +9.873736749415471081e+00 +3.058582611347020475e+00 +1.170793566996620427e+01 +5.862308939601078350e+00 +1.106895771779444715e+01 +3.998817969111584603e+00 +4.418776620101908748e+00 +9.380763170437177223e+00 +-7.139481674174561476e-01 +1.177545068706919551e+01 +1.545206578243490014e+01 +9.146191764204374408e+00 +3.387161874638887582e+01 +1.849472205324617846e+01 +1.420715364052473717e+01 +1.358257889981425137e+01 +1.353709869339026284e+01 +2.388055720635560419e+01 +8.158686406565806237e+00 +1.073477354638337999e+01 +9.350555356227843617e+00 +1.161971018796495514e+01 +3.512655801988003645e+00 +8.737779191553130431e+00 +7.361904367446726383e+00 +4.377014055117371072e+00 +5.483973385838240233e+00 +1.311078534421831421e+01 +1.612304609908053976e+01 +1.458794492720652158e+01 +1.665018483860023935e+01 +1.453399934395272908e+01 +5.982422365826892019e+00 +1.926911954325639442e+01 +1.086241592934659650e+01 +1.073928640389851807e+01 +1.566484517495857176e+01 +2.388055720635560419e+01 +8.405781103304292401e+00 +9.098924333388680452e+00 +1.333818962150277798e+01 +8.849650030823667635e+00 +1.254143650785093200e+01 +1.199883802498322893e+01 +1.237567665031866682e+01 +8.377896171803811853e+00 +2.149322897798144538e+01 +1.501312419178773894e+01 +1.306628524783198486e+01 +1.291747137146361979e+01 +2.783945449415513451e+01 +9.219802031328782732e+00 +1.309069696458314525e+01 +1.314354753558650657e+01 +6.004934124258689110e+00 +2.222621079810974720e+01 +1.199929379449396549e+01 +8.329730672628926413e+00 +1.237604884908536462e+01 +4.710795821234270875e+00 +8.109957544223931336e+00 +7.800450709066836907e+00 +3.437447183456121991e+00 +1.026773372737825696e+01 +1.362076010094331480e+01 +1.215155942337808881e+01 +1.287829127813708396e+01 +9.439845749032429012e+00 +2.397142355243674672e+01 +1.051719178348309924e+01 +1.334337065066210926e+01 +8.528096552341182246e+00 +2.743855196611727365e+01 +7.987089347739413370e+00 +2.001789451247479690e+01 +1.744223929266152595e+01 +9.387765698858387964e+00 +1.453697204329064618e+01 +1.443985735411250459e+01 +7.775082457245957812e+00 +6.484565087208437717e+00 +9.249817732619604271e+00 +1.287514296315211482e+01 +1.475218423120611533e+01 +1.849589044942392491e+01 +1.085861723049539762e+01 +5.538129223995923667e+00 +1.048356766408464580e+01 +6.335927603411832365e+00 +1.646052186065072931e+01 +9.760218532292768145e-01 +9.737829824248734667e+00 +1.108305405231716634e+01 +1.052920306440181264e+01 +1.069029423782947674e+01 +6.305188744541638357e+00 +1.450132463377039471e+01 +1.002451396336995515e+01 +1.023436150350896412e+01 +1.313067859443606267e+01 +6.579077246370715670e+00 +1.304609143118072723e+01 +3.982124001271728275e+00 +1.518132202899123229e+01 +5.464720038422427706e+00 +1.759817948451102154e+01 +1.113845866530931517e+01 +2.764003229756666258e+01 +1.366353113956554921e+01 +1.252517147459528246e+01 +5.861474129424038892e+00 +2.540301107208875919e+00 +8.639490611401726028e+00 +2.484350042617816712e+01 +1.029442426868408234e+01 +9.471532644477250074e+00 +1.063775415837129401e+01 +9.407520937884527257e+00 +1.284532747181654599e+01 +1.251616503393798041e+01 +1.589977274623782932e+01 +4.009564490522066649e+00 +1.602489541100173653e+01 +1.394920279138112562e+01 +8.798396926868804258e+00 +1.992868754229463946e+01 +8.188062176894248978e+00 +4.433260179276402368e+00 +9.603128191119751023e+00 +7.280245745926706036e+00 +2.108357260346444662e+00 +2.190438507652805811e+01 +9.414329742597658424e+00 +9.980365126619346938e+00 +2.123864722857314291e+01 +1.220282269829016286e+01 +1.134580379491623603e+01 +1.488499782357656898e+01 +1.193261195074553882e+01 +4.492981945897923879e+00 +1.048604848032667292e+01 +1.220729560515235335e+01 +1.295922806127296667e+01 +2.186855319691979105e+01 +6.432403651629215346e+00 +2.357264970195201670e+01 +8.948696537314233979e+00 +9.544806428207280646e+00 +2.012012607698139277e+01 +1.482826653200788769e+01 +8.526735619272869826e+00 +2.270234269108418346e+01 +1.492832237067283074e+01 +1.341319977805446229e+01 +5.800850823757031094e+00 +2.187431386091702734e+01 +1.008762578811834487e+01 +5.232978804133026074e+00 +1.940014123089869713e+01 +8.406957408416047883e+00 +9.583969762466878706e+00 +2.111112382998851444e+01 +1.345966866596629075e+01 +1.023851258957141397e+01 +5.740309608391129359e+00 +1.117212558350594520e+01 +6.862535590409734709e+00 +2.111517160532410742e+01 +1.363532209390702121e+01 +1.189439874264336083e+01 +4.045466867751244422e+00 +6.775382525445394322e+00 +1.167888220850541359e+01 +1.462471620891335533e+01 +6.472000202319264872e+00 +1.450316072603506257e+01 +9.143512186340629455e+00 +8.951379176901099299e+00 +1.549080987633804796e+01 +1.062382166515254767e+01 +1.142879358114798549e+01 +6.843629472574420447e+00 +7.354329184918071860e+00 +8.136922920284334282e+00 +1.804454682291874690e+01 +1.465648421426487857e+01 +1.181881915621228529e+01 +5.223596646640388030e+00 +1.003690431083330736e+01 +8.663304569735004179e+00 +1.369888552108889712e+01 +5.419769256777016153e+00 +1.755718108213042683e+01 +1.323384793749914934e+01 +1.760227956289115525e+01 +1.340834905523955456e+01 +1.723796525072312136e+01 +4.545098078349255388e+00 +8.704451321931259145e+00 +1.681833346207963586e+01 +9.231607148811107777e+00 +1.375637109324966900e+01 +7.400226709944490722e-02 +9.124396560624987274e+00 +1.007241455261782903e+01 +8.731421531691751170e+00 +9.747561068905312709e+00 +1.392657271769593308e+01 +6.905037153297499231e+00 +1.113788991085681346e+01 +1.563294893990151024e+01 +6.277317498276090646e+00 +1.742285763817923794e+01 +2.110737740426259279e+01 +1.654410820046437891e+01 +8.380164395385250486e+00 +9.434249601396487606e+00 +2.338438534444850347e+01 +1.324620877215609482e+01 +5.666839075509855661e+00 +5.903149234106308541e+00 +1.659199142810054184e+01 +6.669634519613055090e+00 +8.150931808937286860e+00 +1.100841398887197897e+01 +2.318046606135895615e+01 +1.341760821705143769e+01 +2.851333073468836687e+00 +9.183014925622984492e+00 +9.918991218825112810e+00 +1.093416321325736362e+01 +1.626234895270935965e+01 +6.154908494818656095e+00 +1.062904230359703206e+01 +8.847422541424151632e+00 +1.402255826068001454e+01 +1.261991533092628970e+01 +2.351344678714626468e+01 +4.726759664125509630e+00 +9.221430454848885461e+00 +2.525956780678123437e+01 +1.031163649607260879e+01 +1.081722526494641556e+01 +5.756993076322999059e+00 +1.106869114832306877e+01 +2.005496771717082538e+01 +9.389700856728012468e+00 +7.469438114222199943e+00 +2.395601916766078432e+01 +1.544580032533519898e+01 +1.441328044239892847e+01 +1.025112559923546485e+01 +3.730649227924828892e+00 +3.455273044589475262e+00 +1.655808358286530790e+01 +7.536073904762304210e+00 +1.166607529335544768e+01 +3.518890994106939729e+00 +1.659435005241617489e+01 +1.149461400815637546e+01 +6.008535240188308535e+00 +1.858734962536385638e+01 +9.796869749050685527e+00 +1.642016754993083794e+01 +6.261119529560687624e+00 +1.004872778467181149e+01 +1.109329060002606582e+01 +1.536556229952570618e+01 +1.222812007008117519e+01 +1.933871440888333382e+01 +1.105793099161606108e+01 +9.417899579341053595e+00 +1.354965995904461806e+01 +1.214305686556605224e+01 +6.218810025424772903e+00 +2.047904032120570150e+01 +8.418951936311117379e+00 +1.001287375591388695e+01 +6.465489641155244271e+00 +1.218693624289825550e+01 +1.250833722535608672e+01 +1.073518551880226823e+01 +8.673783075909241802e+00 +1.180941325760358040e+01 +7.512667414692046464e+00 +1.270302768777884239e+01 +1.240956193489986958e+01 +7.607344025619781291e+00 +1.007805617127270637e+01 +9.838745520963939839e+00 +1.040493080446650254e+01 +2.177102882203816137e+01 +9.457896583097522125e+00 +9.843979238100018847e+00 +2.146759526904929771e+01 +2.796784872815895540e+01 +1.396948217527638292e+01 +8.136623154384722056e+00 +6.368434064019908192e+00 +1.054821721020769587e+01 +8.420792170274523869e+00 +1.706016478330926134e+01 +1.958030978430201685e+00 +1.837219064400983370e+01 +5.126638401874529904e+00 +6.301657994128404994e+00 +2.261499751250141799e+01 +1.344461176312725570e+01 +2.460293426143499573e+01 +9.061871442798917542e+00 +1.010669100308109591e+01 +8.514561462847950679e+00 +9.620813834460733460e+00 +1.080636110846555198e+01 +1.157407348863142715e+01 +1.032502126619728244e+01 +1.114447136334726451e+01 +1.410523924362431103e+01 +1.163084617511810848e+01 +1.409072992416321313e+01 +4.476958814054029290e+00 +7.281147917707315287e+00 +2.749881628060019523e+01 +2.339676295128455763e+00 +1.814503383194890773e+01 +1.133449537773546467e+01 +1.346050277477912971e+01 +7.828758659677134801e+00 +1.515488131809090078e+01 +1.662392599521875525e+01 +9.738433392950256007e+00 +1.018604376893618735e+01 +3.687482100357300396e+00 +2.094999583809075716e+01 +1.569445090589573510e+01 +1.232094012096958124e+01 +1.261011421177751402e+01 +1.085809277539699735e+01 +1.079986741143800089e+01 +7.542607424029085905e+00 +7.148030220106363686e+00 +1.683242418520109140e+01 +5.248595987223154680e+00 +5.701864067379958101e+00 +5.182850754651056491e+00 +1.184877175562643004e+01 +1.327631796232135741e+01 +2.478906593187335261e+01 +1.404350232006528643e+01 +1.250840757601004327e+01 +3.346458197279090996e+01 +9.817750876127760762e+00 +1.185781294680828069e+01 +5.366212459821099401e+00 +1.383362264247247708e+01 +1.046983022816917241e+01 +9.106214281024222146e+00 +7.596129134335171784e+00 +5.207867576027823020e+00 +1.220470364005502972e+01 +9.668612762189283671e+00 +1.541449524969938523e+01 +2.605588822166586738e+01 +1.170020330908324979e+01 +1.156736111624833541e+01 +1.823066957488376261e+01 +9.035639086979116996e+00 +5.835458646621162870e+00 +9.052871474495134407e+00 +1.473113105923638955e+01 +1.347599586825691631e+01 +1.271510016208942773e+01 +6.537162268667614740e+00 +1.877764171380145797e+01 +9.469218522713276798e+00 +1.702856877777908551e+01 +6.815048274214483115e+00 +1.234753559893081842e+01 +8.128877353035690589e+00 +8.045315210294731401e+00 +6.624768132564412326e+00 +2.373989656103144341e+01 +7.506390245884020374e+00 +1.062102535807095194e+01 +2.151565590725040522e+01 +3.654407304660992395e+00 +1.527573488322811102e+01 +9.479259606917025849e+00 +9.640368377791773469e+00 +1.650054001801552772e+01 +8.365326918375899368e+00 +5.331029147234332299e+00 +5.657734829096767726e+00 +1.456568873304286171e+01 +5.196225767888108749e+00 +2.182405576032699912e+01 +6.128634209292926016e+00 +1.078434274019038241e+01 +1.533168980123161873e+01 +7.768212302330823604e+00 +6.304011733380278315e+00 +2.141026988047939028e+01 +1.507087744267765572e+01 +1.184196525704011549e+01 +1.383326826624255546e+01 +1.275748941961907690e+00 +1.620960711345711047e+01 +7.777963647536779490e+00 +1.070003201744867738e+01 +8.171725278881169174e+00 +2.983762542808143792e+00 +1.002451396336995515e+01 +1.157407348863142715e+01 +6.739753402743360766e+00 +1.454547836910323610e+01 +8.253629880553816633e+00 +3.648801423543460487e+00 +1.279925805239138015e+01 +7.647166958512556789e+00 +2.550690420776764711e+01 +1.447464713731648089e+01 +8.962438907181493164e+00 +1.730008673031341004e+01 +8.606677414659785086e+00 +6.668860924090992626e+00 +8.982805244236487852e+00 +9.189490310483265034e+00 +1.486082255710560673e+01 +9.818580237724987114e+00 +1.425086475543625397e+01 +8.917187212128254714e+00 +2.767204368765106892e+00 +1.793651363185699665e+01 +5.447727711358567149e+00 +1.256439865772159692e+01 +1.230593420122505677e+01 +1.336119672792204938e+01 +8.697380530792543141e+00 +2.025081993681030212e+01 +9.825114753414112556e+00 +4.373840430477173413e+00 +9.215672353806354522e+00 +7.747961626778064215e+00 +1.088746154623444795e+01 +4.359420121304836471e+00 +1.875633616165768558e+01 +1.161415180540643632e+01 +1.619253520019587711e+01 +5.760944592797059727e+00 +5.557023977797797443e+00 +5.527190658289214298e+00 +1.129230546575237781e+01 +1.463526877864362064e+01 +8.558037555701318411e+00 +4.611934375132662467e+00 +8.260330356100766380e+00 +5.532423418272983895e+00 +1.817483504227952551e+01 +6.534518086329313746e+00 +5.470853124855054261e+00 +1.131013023314484656e+01 +1.001292608120158434e+01 +8.873513229743920760e+00 +1.531280302080139677e+01 +1.361669943290502260e+01 +1.943233171904778089e+01 +2.584586607727190710e+01 +8.647417597720561844e+00 +1.215273024198390317e+01 +1.612047174489148915e+01 +1.144499051956928781e+01 +5.679663857792050408e+00 +1.286946793694828273e+01 +2.015515779484904613e+01 +1.453697204329064618e+01 +2.169887120095835087e+01 +1.666192297965167768e+01 +1.666400302871728911e+01 +9.444517022883928803e+00 +8.030235361020800156e+00 +5.930816045521766000e+00 +3.671584414558566323e+00 +1.475218423120611533e+01 +1.223947088663656757e+01 +1.004740990987056648e+01 +1.444065326154151307e+01 +6.315010308997344168e+00 +9.589861748517279239e+00 +2.159526726996722346e+01 +9.800851313455154923e+00 +1.277230580438303775e+01 +1.226251282690559208e+01 +8.441381377436414368e+00 +6.320957725553171258e+00 +7.269905027960660959e+00 +2.564711729469408397e+00 +1.556432012912328844e+01 +9.791137448180350589e+00 +2.308347736956359597e+01 +9.098803781461924700e+00 +1.804848379269087388e+01 +1.664090197106351354e+01 +1.172676815496349434e+01 +1.577131006805733193e+01 +9.346251249419353258e+00 +2.597155997580844655e+01 +1.112211463157601088e+01 +1.008136532575561262e+01 +8.365326918375899368e+00 +1.037086070260774306e+01 +5.280625697609082181e+00 +1.200748931920693963e+01 +9.890619981140048367e+00 +1.618775107468020735e+01 +1.215101019903063673e+01 +1.592869264995033518e+01 +1.560050248138131224e+01 +6.585452190342437007e+00 +1.147126446961246415e+01 +9.292768531096527340e+00 +1.558207622833582207e+01 +3.052204096738149985e+01 +2.174219559640182808e+01 +7.125144173526557267e+00 +1.323384793749914934e+01 +3.547463805792716585e+00 +1.311785891628260003e+01 +4.713949589204474933e+00 +1.055982368292389140e+01 +3.049887320084593512e+00 +2.256860123854625044e+01 +1.721935573929980023e+01 +1.336651199289393332e+01 +1.043694445410977778e+01 +1.006270245575221622e+01 +1.048892325531609515e+01 +8.091760328151337944e+00 +1.105508354958135442e+01 +8.601873923228041008e+00 +8.531454780653518810e+00 +8.868175457490664826e+00 +7.273833734140978891e+00 +4.109687670778789936e+01 +1.660809386561813028e+01 +3.828481551957523266e+00 +3.789237394503579992e+00 +4.985699152075767415e+00 +1.126090128634149323e+01 +1.824105705923125242e+01 +9.117934430010734559e+00 +4.669424215984193438e+00 +1.638105684321500632e+01 +1.205318448004751986e+01 +5.048450685572547059e+00 +9.516775007561165012e+00 +1.384326127580050070e+01 +9.954894326621840150e+00 +7.517695752161870359e+00 +1.786769044384111282e+01 +1.208167148708587035e+01 +1.896557176196036210e+01 +4.629230337161914122e+00 +2.049950669219417421e+01 +5.830994851209609919e+00 +9.462266073264331112e+00 +1.706897604791207357e+01 +1.177180825967238320e+01 +1.209381846901808899e+01 +1.497770066252205368e+01 +8.235205818625217944e+00 +1.267940659503254608e+01 +7.915513183937363806e+00 +9.480199098516550293e+00 +2.474364240010088167e+01 +1.256081350138457253e+01 +1.091440918021980622e+01 +7.959141707002643784e+00 +9.131174302634477158e+00 +3.346458197279090996e+01 +2.306652420804094561e+01 +1.372197177656312306e+01 +9.105222964273636421e+00 +7.259628814270939756e+00 +1.045416775149173816e+01 +1.784339765957577129e+01 +9.386310309255975426e+00 +1.256017859421429250e+01 +1.217014312307797752e+01 +1.148817701622897403e+01 +1.592851051625076764e+01 +1.465736310102469986e+01 +1.031163649607260879e+01 +1.097200983420854925e+01 +9.420961307749308844e+00 +8.262918795108703307e+00 +1.327323420814011001e+01 +1.369598909957750266e+01 +1.388815561567474788e+01 +1.317477381807459835e+01 +1.083070339849003005e+01 +1.581691396882467870e+01 +8.867270194984456566e+00 +9.329277841073320587e+00 +2.644249163133174818e+01 +1.793412233945119283e+01 +2.051546968665266490e+01 +1.062335659703198587e+01 +1.349189224911594920e+01 +8.897034717699170869e+00 +5.130486121226468299e+00 +1.219981237158586396e+01 +6.089553223280177008e+00 +6.305896062388910650e+00 +1.674903212754271919e+01 +1.258019609423858753e+01 +9.380169823700327925e+00 +9.371710754139058963e+00 +7.927432358631250509e+00 +1.464958169809821698e+01 +1.017003416723362363e+01 +1.168250349487585993e+01 +1.374089116552613632e+01 +4.198341983593351756e+00 +1.712973913396226067e+00 +1.394452896198707492e+01 +1.447398552923283432e+01 +8.268375012613532249e+00 +7.701017291003239507e+00 +1.588230804484506109e+01 +1.633991069664729423e+01 +1.689697500634132155e+01 +9.489718651234767322e+00 +7.226879561607233882e+00 +1.178149952030022973e+01 +4.725203473493962747e+00 +1.491094128271986108e+01 +1.186944377735868272e+01 +9.841586803882449885e+00 +1.037927004377974072e+01 +2.057351443533960378e+01 +1.235032892966631834e+01 +1.352648840639977834e+01 +7.837343382327233599e+00 +1.522380068403451503e+01 +7.612980115540509019e+00 +1.076856690888303092e+01 +1.150323047997430592e+01 +8.575434708165360576e+00 +1.481905453364774417e+01 +2.266693264163185972e+01 +1.209464756971875943e+01 +1.676029215773559145e+01 +1.083781302556522519e+01 +9.060476846201098056e+00 +9.155594240796219196e+00 +8.431130348768618887e+00 +1.230636637696547098e+01 +1.105124854058209394e+01 +1.279215894681195209e+01 +1.218785461243267321e+01 +1.323146746861843326e+01 +1.870945925330551063e+01 +1.416310162879233303e+01 +5.060428003628445026e+00 +1.513104312145249253e+01 +1.668753954340913026e+01 +1.287829127813708396e+01 +7.142319825937576638e+00 +8.249540017079638687e+00 +9.454136637337711591e+00 +1.238198761153007865e+01 +9.045238547860549261e+00 +1.404539166180312293e+01 +4.642458253170474336e+00 +1.117412915619351566e+01 +6.100198491377554433e+00 +1.330731066849078559e+01 +1.246878524872988692e+01 +1.129670137953461051e+01 +1.240343239698162847e+01 +9.434232409488302551e+00 +1.115663718197045284e+01 +1.516420572179804083e+01 +5.546334125152526440e+00 +1.800409964023478437e+01 +4.927001802111419693e+00 +7.713401182402066070e+00 +5.701864067379958101e+00 +1.177361868801754952e+01 +7.117439197051268707e+00 +9.763757699743550234e+00 +1.764452589373452440e+01 +2.099315186795041654e+01 +5.543935393026970360e+00 +8.668459229384239961e+00 +6.309942037615513755e+00 +1.656605983054275555e+01 +1.843455570902828811e+01 +1.434920431543848451e+01 +1.878098745271330472e+01 +1.712083398243929366e+01 +1.539806581233887073e+01 +1.247630668637165741e+01 +1.005560428740503198e+01 +6.414234665034840077e+00 +7.265779235583195828e+00 +1.304609143118072723e+01 +1.746470277340131361e+01 +1.422860862378817615e+01 +5.999814684983249435e+00 +9.874155679484374559e+00 +1.151848989625923991e+01 +1.318082841225792379e+01 +7.291990731263197745e+00 +1.411031340689190472e+01 +1.232858382852147372e+01 +1.454939469486377845e+01 +3.921492851645950850e+00 +8.859821724359377981e+00 +6.402576122511362655e+00 +8.171725278881169174e+00 +1.054058792679875012e+01 +5.277773738350873600e+00 +8.493817457930489923e+00 +1.858533069300887064e+01 +7.710031907644008697e+00 +2.274127644062330944e+01 +3.686207876015359375e+00 +4.136061364436812937e+00 +2.216381538368136717e+01 +7.395796099956598368e+00 +1.468453877605772107e+01 +9.665934887272001674e+00 +1.709392575875472176e+01 +2.931390552674135108e+01 +5.701864067379958101e+00 +1.520020826943255088e+01 +1.226420703842704540e+01 +1.283388146562501220e+00 +1.177101932966530740e+01 +7.891511475355329708e+00 +1.056091079837354130e+01 +1.542945512750991099e+01 +1.381980804598546797e+01 +4.430383594056593211e+00 +4.053148000653578720e+00 +1.198340091994747070e+01 +1.313480969179634883e+01 +2.246703366847404482e+01 +8.812326589603230786e+00 +2.119867922883406663e+01 +1.761327788085822021e+01 +8.365326918375899368e+00 +9.274473595669661563e+00 +3.280033697634934242e+00 +9.196157928681245153e+00 +1.793661901866741459e+00 +1.445091220750585137e+01 +1.237567665031866682e+01 +1.044999081896366988e+01 +1.514731084021825325e+01 +9.103389751428849763e+00 +1.652721071086534721e+01 +5.946075083319740884e+00 +9.834142955075932946e+00 +1.073298458299295532e+01 +1.296908990851174792e+01 +2.584298642524956335e+00 +3.368102910392224203e+00 +1.712083398243929366e+01 +1.963386320910633742e+01 +7.445357767797858628e+00 +1.315316134833234685e+01 +1.224598204140583846e+01 +5.783569807276975894e+00 +1.068727126603326383e+01 +1.196893523617092114e+01 +7.192675012010838032e+00 +2.536169488054838439e+00 +4.324683507126920290e+00 +1.291662961862272141e+01 +6.252092775277333203e+00 +6.881263464220751302e+00 +7.312776819288586694e+00 +1.138286570547901988e+01 +1.218272281366452603e+01 +8.825111970914221615e+00 +1.893814497764161331e+01 +1.069730514736328075e+01 +1.683144330646599940e+01 +1.034820821116846901e+01 +1.654983233165134493e+01 +1.285536091483646715e+01 +1.019637499784344925e+01 +1.166963338190817012e+01 +1.261439134718958144e+01 +1.250738653284571456e+01 +3.387161874638887582e+01 +1.818782655305578544e+01 +2.778427172544847679e+01 +8.113791843491100053e+00 +1.702584491944797662e+01 +9.177598743598167630e+00 +9.348869268320854076e+00 +1.275638703582076516e+01 +1.148008845755533969e+01 +1.029085987951685865e+01 +2.713509570555928008e+00 +8.578402302699814186e+00 +3.869586587223778906e+00 +2.231229582195486216e+01 +1.978283763570176745e+01 +2.605588822166586738e+01 +1.442225451380038237e+01 +8.122201448424306136e+00 +1.225991402495347415e+01 +7.947997692122442004e+00 +1.785856988069168949e+01 +1.536505548235643914e+01 +1.279918798886048137e+01 +1.530077190498469975e+01 +7.005048796626070384e+00 +1.643262576197295743e+01 +1.529682282134545801e+01 +1.845591437501362009e+01 +1.433292954177572653e+01 +3.560715393041107291e+00 +1.107069671485930940e+01 +5.630397779634236599e+00 +1.356804479121085194e+01 +1.214747529154898587e+01 +1.043694445410977778e+01 +1.096462875361693534e+01 +1.576696908755326376e+01 +4.935318916893862706e+00 +1.173704278723582206e+01 +1.036807936325797641e+01 +4.300661546472838381e+00 +5.371451487889999044e+00 +1.667539470549991165e+01 +8.773907064911639964e+00 +1.250738653284571456e+01 +1.409637509884207418e+01 +7.494586839839428194e+00 +8.011984148391718463e+00 +1.699157657884995842e+01 +1.899468126384692823e+01 +1.512958549580818612e+01 +1.843087059594867583e+01 +2.130127787753262680e+01 +7.352713547128473692e+00 +4.604931860169628521e+00 +1.342709819541971683e+01 +6.304402485569653436e+00 +1.097269144583580669e+01 +2.516813946536703384e+01 +2.105693003124176244e+01 +1.357611186909824141e+01 +6.887858561883192010e+00 +1.619253520019587711e+01 +1.653539188529414616e+01 +1.169520284603405003e+01 +1.255600851743209034e+01 +2.944177018596491280e+00 +1.021053751833831313e+01 +1.149500805922143343e+01 +1.482921400416135782e+01 +1.497770066252205368e+01 +9.506173071490024995e+00 +3.387161874638887582e+01 +1.530941002096558634e+01 +9.146075865530164606e+00 +1.415318233601024644e+01 +1.257106893934764003e+01 +2.546670144834477867e+01 +1.027923548343068205e+01 +1.105914768552834460e+01 +1.677930667261928477e+01 +9.280285294840922461e+00 +1.460873824040515956e+01 +1.109916194842095649e+01 +3.881373790758239295e+00 +1.920740047252617444e+01 +3.387161874638887582e+01 +1.036858905417695098e+01 +1.321889342877524598e+01 +3.057416306993641797e+01 +1.182116013824830247e+01 +1.335828355257841338e+01 +1.519868912673848627e+01 +1.238890349741760133e+01 +1.229689801344319733e+01 +1.384155513417002226e+01 +1.169630063198637515e+01 +1.163693880435610595e+01 +5.938128053420484775e+00 +7.401865187771690557e+00 +9.208276596032050065e+00 +1.502398066883968397e+01 +1.839733443279685332e+01 +8.439214181993691000e+00 +1.114197168357665646e+01 +7.566745233600784104e+00 +3.654407304660992395e+00 +1.434182434379916060e+01 +7.892756404432290651e+00 +1.426224378539434667e+01 +7.978050622151073412e+00 +2.700393916205736389e+01 +7.390094510109136650e+00 +1.100981626783077161e+01 +1.415495359811015419e+01 +5.216708236181503366e+00 +1.975403770396854952e+01 +-5.059821033574252169e-02 +1.198529594560152134e+01 +1.016796753543481202e+01 +2.578990822292031737e+01 +1.276078963877515093e+01 +1.479180794260481946e+01 +1.352424869169546184e+01 +1.176277334932444774e+01 +1.653793250012157046e+01 +8.405781103304292401e+00 +1.640398021981677346e+01 +7.873985925786769258e+00 +4.151496858368332710e+00 +8.724402659998929721e+00 +8.079036112419373694e+00 +1.029885177172998567e+01 +1.171936267784094809e+01 +8.753629255627075167e+00 +6.808807555434043479e+00 +1.121702185877218483e+01 +9.282029255071236662e+00 +1.263566128014819867e+01 +3.676656846797598632e+00 +1.109305945104007662e+01 +1.117332068036797921e+01 +1.011440182915495711e+01 +1.283100634060065204e+01 +1.749149387679368317e+01 +7.498570791290475768e+00 +1.301407718551588744e+01 +1.224273680789592333e+01 +1.758194151662323179e+01 +7.530150081068470058e+00 +1.063330996491755798e+01 +1.044448133964857561e+01 +6.256098517332290498e+00 +1.786404633975054423e+01 +1.267436637577888803e+01 +1.690560223108678883e+01 +5.474916100653842932e+00 +7.266630737945661167e+00 +1.046350751709361759e+01 +1.486456313410252505e+01 +6.736466095162612078e+00 +9.028861418855925081e+00 +7.692752973584489951e+00 +9.112420126413056209e+00 +9.051893818896360244e+00 +1.688124508641595867e+01 +8.841509153674351751e+00 +1.213730528988182300e+01 +1.362361618527719997e+01 +2.560225384134457727e+01 +1.530933755987459222e+01 +1.611641257410879291e+01 +1.244290787995942082e+01 +1.054016603936265994e+01 +8.469796522696711349e+00 +1.277582759222711672e+01 +1.114545006109247538e+01 +1.277112856949851505e+01 +2.506735979600647113e+01 +1.117707931586954828e+01 +1.066603437266302024e+01 +8.441144268716143984e+00 +1.063330996491755798e+01 +1.260758206110762103e+01 +9.289253836748159188e+00 +1.116494137037381051e+01 +1.028053028439609307e+01 +1.043403093331524190e+01 +8.282267105066935642e+00 +3.274573136794245443e+00 +2.495008639201891754e+01 +7.405109766951468941e+00 +1.735120537403162189e+01 +2.798301013866486642e+01 +4.185474996528739666e-01 +7.520293916684607893e+00 +1.747003482032793897e+01 +1.753073999930144566e+01 +1.408744360644134019e+01 +1.824519998801808640e+01 +1.330432653866887449e+01 +1.281823766826583721e+01 +1.480553989632859668e+01 +1.560588457155274966e+01 +2.327360064920894445e+01 +1.233461159032960097e+01 +1.007778568084398785e+01 +1.345166646656157639e+01 +1.366925526535156621e+01 +4.857779729642203392e+00 +1.711869477948880558e+00 +1.147453189113072369e+01 +8.784503043906767061e+00 +9.312705690380298051e+00 +1.458379067184522171e+01 +1.022775980111650540e+01 +6.953824920237011042e+00 +1.092774798732770591e+01 +1.292961631702777936e+01 +1.304609143118072723e+01 +9.005487758105857665e+00 +1.192419022871663969e+01 +2.167260794327344797e+01 +2.382236844002008525e+00 +1.516851913684811848e+01 +1.079709693242703850e+01 +3.723750535479553037e+00 +1.179272483629991086e+01 +1.346571667468344913e+01 +1.512467833192388866e+01 +2.944514975222631392e+00 +1.160722941112720719e+01 +3.387161874638887582e+01 +5.384970810049942713e+00 +6.251188261271309443e+00 +1.478975616878740595e+01 +2.190438507652805811e+01 +1.744388828241872602e+01 +1.119607551361754361e+01 +2.843699631886352108e+01 +1.579373291564903070e+01 +1.565622747149379279e+01 +7.456382107060065323e+00 +1.314523653597979092e+01 +8.471609484199490225e+00 +9.261416060189006316e+00 +1.031617838162438261e+01 +1.351778110399150989e+01 +1.342678411035130637e+01 +1.628412767869497202e+01 +1.942722759463319449e+01 +9.908742175502908367e+00 +9.258572607020951750e+00 +6.218810025424772903e+00 +1.430904139108540107e+01 +1.837315508274178910e+01 +1.534786691433833994e+01 +4.185474996528739666e-01 +8.179558347711207489e+00 +2.177102882203816137e+01 +3.479667383157973859e+00 +3.102914838620073112e+00 +1.024921404240323852e+01 +1.133124016200272877e+01 +1.342361125816127299e+01 +1.334036233184919240e+01 +6.734480073802366462e+00 +9.240949229419570088e+00 +1.109106173322096822e+01 +1.462135951287375235e+01 +5.301819522069294521e+00 +6.425532143578308819e+00 +5.538940382216523517e+00 +1.425086475543625397e+01 +1.495704032491033786e+01 +9.385181700819686057e+00 +1.106619767871720228e+01 +1.194741698862176804e+01 +1.146812663263496290e+01 +9.860144174684990048e+00 +3.779232947411031773e+00 +1.445300259488364247e+01 +4.062299014981789469e+00 +1.522189358085822164e+01 +6.782760834705200637e+00 +2.177437129363624990e+01 +1.283550609103527052e+01 +5.568783604766693429e+00 +3.925227574921208884e+00 +1.284363055325296443e+01 +2.152055569020573955e+01 +1.092521432344926779e+01 +1.540943225034314423e+01 +1.695138552262999099e+01 +1.044510098358837524e+01 +1.182116013824830247e+01 +9.581051423195745542e+00 +5.737923886086491621e+00 +1.062589978106467470e+01 +1.225721056343360260e+01 +1.918132135714648712e+01 +8.409039795627379021e+00 +5.790629392799786501e+00 +5.701864067379958101e+00 +1.290017499713563609e+01 +9.414771856994889276e+00 +1.157407348863142715e+01 +7.340909382159608754e+00 +6.290013986712978067e+00 +1.232389071734951358e+01 +2.190438507652805811e+01 +1.815371301637871682e+01 +1.109963442808768264e+01 +7.613995051541039061e+00 +6.341434427253247463e+00 +8.279063791444386311e+00 +8.919004423641410995e+00 +5.277254040728578843e+00 +1.797284600771958196e+01 +2.582869563271370339e+01 +1.790516501018937845e+01 +1.017929635493391061e+01 +9.268379085795004357e+00 +1.269626713815267749e+01 +1.739368526021358718e+01 +1.164054435883629424e+01 +6.890569566009915548e+00 +1.091176154602666770e+01 +1.032835804912794231e+01 +1.263610908443119740e+01 +2.042115142671920580e+01 +1.048393131943090850e+01 +2.892675040080534643e+01 +1.111869244383545663e+01 +1.026621174067199149e+01 +9.367086676473064699e+00 +7.231990254237487648e+00 +9.474284466422147943e+00 +6.645235535598899901e+00 +1.437349662460063371e+01 +5.008736896290457707e+00 +1.663162636885070356e+01 +8.391955099581281274e+00 +1.300805850763268268e+01 +1.766976805239859516e+01 +9.542891736961678362e+00 +9.495007172788533012e+00 +5.934494462793239222e+00 +9.823517254347549965e+00 +7.366282109339792328e-01 +1.046123215690433028e+01 +6.235493135557589994e+00 +8.854232707388504764e+00 +9.705850363150531734e+00 +1.039226190109312142e+01 +1.240956193489986958e+01 +1.197959290351079176e+01 +7.699435418823966870e+00 +1.387003652512943574e+01 +7.511342944136885080e+00 +1.978283763570176745e+01 +4.800231561172736860e+00 +1.455272860336899043e+01 +1.414205215523423931e+01 +5.924398218753609058e+00 +1.885854620888920863e+01 +2.504460476950106340e+01 +9.636296789828278975e+00 +1.956201523703036571e+01 +4.570964798655388961e+00 +7.112838269333693120e+00 +3.815280492394990119e+00 +1.054174018214055764e+01 +5.682543054582311015e+00 +1.911645888971540330e+01 +1.637958167943320120e+01 +9.292768531096527340e+00 +1.077581104740460205e+01 +2.277147605311226641e+01 +1.385822533431075954e+01 +1.057325088218131270e+01 +3.049332470483008706e+00 +1.290282204967776636e+01 +1.091203679064435050e+01 +1.002451396336995515e+01 +5.340178714828383022e+00 +1.199501649308467677e+01 +1.364550606493730811e+01 +1.592415331850520488e+01 +2.743855196611727365e+01 +1.170020950578766872e+01 +9.310118416890603044e+00 +3.240069046681610132e+01 +2.367277418328382055e+01 +1.505855429858064554e+01 +1.203982525993195907e+01 +1.017128217789425548e+01 +1.991363237924426244e+01 +2.152055569020573955e+01 +5.945867960519876760e+00 +1.490480985939660741e+01 +1.951031801888051120e+01 +2.161786217915960151e+00 +9.209458805078995169e+00 +1.158002117236526374e+01 +1.422860862378817615e+01 +1.298472944702078280e+01 +1.156797834874241460e+01 +1.494691859229824615e+01 +3.365681926412497660e+01 +9.149666361083447441e+00 +1.316769090879583359e+01 +8.216306196761834713e+00 +1.429678510722924045e+01 +1.401268956286448031e+01 +1.066566528670368541e+01 +3.406746474481647624e+01 +9.753637358349266151e+00 +3.104644279516942618e+01 +1.260239920375228451e+01 +1.215657383067677699e+01 +1.470471062824651654e+01 +5.701864067379958101e+00 +9.917255059616167046e+00 +3.104644279516942618e+01 +1.165392772050310555e+01 +2.385805967637320180e+01 +1.713196385000031796e+01 +5.171325917943505601e+00 +1.614537109131765646e+01 +7.008074032326859992e+00 +1.634898429130774389e+01 +1.068615593946238107e+01 +2.081596646111562166e+01 +1.463887670859196533e+01 +1.498376406314478970e+01 +2.388055720635560419e+01 +1.129997291611292098e+01 +1.250738653284571456e+01 +9.728545698048151280e+00 +4.457096431897269895e+00 +5.584123166459505683e+00 +1.354048859252797854e+01 +1.196237886131491734e+01 +1.036844838447657935e+01 +9.574610887804752224e+00 +1.538928330409957823e+01 +2.551210882512272349e+01 +1.924977045977010448e+01 +1.201279642459118691e+01 +9.372704894931047193e+00 +7.933494393994706684e+00 +6.251188261271309443e+00 +1.543801693568406108e+01 +8.420518296585896678e+00 +1.028696061502279235e+01 +1.853438044960493869e+01 +5.405518011823438940e+00 +1.664090197106351354e+01 +9.906349319430759692e+00 +1.729195907438162294e+01 +1.276498578508274306e+00 +1.995183659597462622e+01 +1.068179121475606053e+01 +5.701864067379958101e+00 +6.860465781089459369e+00 +1.674201911233922146e+01 +1.191407628861959722e+01 +1.688756409098189692e+01 +6.528426283663861796e+00 +2.010133415212096963e+01 +8.363175184258466288e+00 +1.683630977123041816e+01 +1.648117975817744707e+01 +4.434347077661655590e+00 +9.066491415689796440e+00 +9.066303348650848193e+00 +1.522380068403451503e+01 +1.049597306459521917e+01 +6.487089726140325752e+00 +9.372977834298055200e+00 +1.935359648309049874e+01 +1.105616267807671704e+01 +8.607147549146858978e+00 +6.552981697800547067e+00 +9.115720647231754015e+00 +1.179272483629991086e+01 +2.238548294694395224e+01 +1.882837129574598123e+01 +2.235879146783071292e+01 +1.770070606363233878e+01 +2.805729129157317914e+01 +2.933588190177887611e+01 +2.084486335680527702e+01 +1.338482235731338221e+01 +1.796971635842236026e+01 +1.850560931204591952e+01 +1.483698418238012096e+01 +5.934494462793239222e+00 +1.113101156237154044e+01 +1.754360140929185263e+01 +1.287711365210184056e+01 +1.852309356195395651e+01 +1.038705313643464478e+01 +1.031479232522480061e+01 +6.655705740108587065e+00 +1.215278478873898393e+01 +1.405509360798222929e+01 +4.052250197262253550e+00 +8.684824919215358818e+00 +9.447485792817559513e+00 +9.794400097117588189e+00 +1.504724388797076529e+01 +9.802829933650158978e+00 +2.546670144834477867e+01 +1.208060852705361299e+01 +1.663326118353472793e+01 +1.652476154954011633e+01 +8.753573536633354024e+00 +6.216650897048850766e+00 +9.387974010750156140e+00 +4.944778455717212751e+00 +6.774224124617219900e+00 +1.357237837958643922e+01 +8.986682457508038624e+00 +1.123843332899029690e+01 +1.193048049816044909e+01 +2.015515779484904613e+01 +1.162155291450744699e+01 +1.339202160980961764e+01 +1.043635992883601205e+01 +1.142879358114798549e+01 +1.219907259971174085e+01 +8.321308145050480221e+00 +1.060343804938212031e+01 +1.602353332414462272e+01 +1.306015735405919997e+01 +6.102601840717056803e+00 +1.676029215773559145e+01 +1.251830773428271470e+01 +1.189308340172135559e+01 +3.387161874638887582e+01 +6.957078437783536629e+00 +1.376231238615577013e+01 +1.320402379948292548e+01 +1.258580329005128817e+01 +2.547243623823692360e+01 +7.947997692122442004e+00 +1.420715364052473717e+01 +1.140888596831734958e+01 +8.970381826773490275e+00 +3.387161874638887582e+01 +1.618775107468020735e+01 +5.373023196513528887e+00 +1.418691948979855511e+01 +1.410801059917734790e+01 +1.141731308842088310e+01 +3.180942492420740564e+00 +1.644627308828854950e+01 +7.807249643427283559e+00 +9.797988469170178405e+00 +2.190438507652805811e+01 +1.463645707052370426e+01 +2.652630262279917872e+01 +1.066141337770702080e+01 +1.224273680789592333e+01 +2.533198148037669739e+00 +8.090974209054394350e+00 +1.448120187431428008e+01 +9.997794621849962482e+00 +1.246755590449159001e+01 +2.242314175484787597e+01 +5.805718589048069589e+00 +7.719793879356600996e+00 +1.001138151935526821e+01 +2.084486335680527702e+01 +1.088859279820039205e+01 +9.993956082252154260e+00 +1.167822174522834189e+01 +1.184352442785802850e+01 +1.067813607221958705e+01 +1.070003201744867738e+01 +1.533926286291365670e+01 +1.565324034803036568e+01 +2.203580464465095190e+01 +1.032668369692137844e+01 +9.681659958338201477e+00 +3.387161874638887582e+01 +5.315006637938282097e+00 +1.157191903956383783e+01 +2.518349098353176885e+01 +1.105272872204521661e+01 +1.386729213642942682e+01 +8.054621496503671096e+00 +1.249997422860674590e+01 +1.125400089251553482e+01 +8.239700598385908847e+00 +1.232310598543659808e+01 +1.044873284095865529e+01 +1.395592361538720638e+01 +2.471563748022333584e+01 +1.452178137070082187e+01 +1.100444168578803783e+01 +1.033189158014656073e+01 +5.238819752329334278e+00 +3.387161874638887582e+01 +2.152233502119977970e+01 +1.127530664825324891e+01 +5.737301990369843452e+00 +8.452293052645927673e+00 +2.367134577793565597e+01 +2.152055569020573955e+01 +1.764452589373452440e+01 +1.504189221658641884e+01 +1.693382645638121176e+01 +7.786809955551291296e+00 +1.530123441152417740e+01 +1.159794064988145124e+01 +1.334593691409462224e+01 +1.486719830404933873e+01 +5.858884851451620079e+00 +6.848249147326114894e+00 +1.974450217372988448e+01 +1.257099834268606742e+01 +1.293835369386731315e+01 +2.654352964920647651e+00 +1.137710988236680976e+01 +1.079092406700934248e+01 +1.474590420125291246e+01 +1.412940186496469153e+01 +1.219620974906051458e+01 +1.413348216224973442e+01 +1.228692532436143381e+01 +1.172502092760926473e+01 +1.239229155793827886e+01 +1.218601029367115984e+01 +1.002019550253739055e+01 +2.015515779484904613e+01 +7.481718324110588014e+00 +1.861635991447784022e+01 +1.050971472181460342e+01 +5.918470285105357220e+00 +4.682863992077002990e+00 +6.411397849410207073e+00 +9.895893642507488153e+00 +8.831541109295045544e+00 +1.173450189675700983e+01 +8.325578985344904481e+00 +1.039308885140870586e+01 +1.563294893990151024e+01 +8.365326918375899368e+00 +1.284406544165605624e+01 +1.002590710280979636e+01 +8.225948082659172655e+00 +4.169352531633876424e-01 +3.687482100357300396e+00 +1.513301202491513209e+01 +7.404346062745972290e+00 +1.388824945702671698e+01 +5.543246050362157007e+00 +1.786404633975054423e+01 +1.206925482413839745e+01 +1.605591336973128591e+01 +1.037734332532944848e+01 +1.151784338292186760e+01 +1.429342658942367450e+01 +7.818552492738987780e+00 +3.416422655911219408e+00 +6.880453085321718731e+00 +1.158634096832417981e+01 +6.001701945454072984e+00 +1.147049682479413946e+01 +1.251628809320840219e+01 +1.070003201744867738e+01 +7.030225871727452613e+00 +1.113378012062693756e+01 +1.031163649607260879e+01 +1.801092927247231046e+01 +1.437415327909896234e+01 +3.117770944002339206e+01 +1.626543676269578498e+01 +1.581252677067476498e+01 +6.068952183917758703e+00 +9.540408674044272175e+00 +2.062027353204173608e+01 +1.494416360359048213e+01 +1.049693079966910148e+01 +1.018433112318490430e+01 +1.241440566963918002e+01 +1.670675118246604995e+01 +2.718932812936142795e+01 +1.391373020567250762e+01 +9.373164350153587066e+00 +6.045160617976563344e+00 +9.820241629195081146e+00 +1.224145365120381257e+01 +2.380784894746626890e+01 +7.143453142704842662e+00 +2.106503014579594435e+01 +7.964536667796849656e+00 +1.013186557212416972e+01 +1.098742629347263744e+01 +5.485927142656350952e+00 +4.470997269143438757e+00 +3.387161874638887582e+01 +1.930064665886072817e+01 +6.752879210653702557e+00 +9.962204371786327783e+00 +1.327575748167490133e+01 +3.387161874638887582e+01 +4.286552916972681260e-01 +1.213104980652204290e+01 +1.163575619090940449e+01 +5.535340361319569524e+00 +1.042559418137808791e+01 +1.333341044137121401e+01 +1.406545576613297044e+01 +1.824509783842927391e+01 +1.589119714461975263e+01 +1.025136579802770598e+01 +7.766456138755970073e+00 +7.080758267022126518e+00 +1.617672147159552765e+01 +1.259341342816608744e+01 +1.784387589889549020e+01 +1.336076279682089307e+01 +2.030634106581649689e+01 +1.207449152704745643e+01 +1.110661829371412068e+01 +2.020820785517538809e+01 +1.001311467601523475e+01 +5.810873599257959654e+00 +1.047549529187918438e+01 +1.408260531567614748e+01 +5.882037579956005402e+00 +2.629968895965726006e+01 +1.130423461925117579e+01 +9.040713248719981721e+00 +6.018384692740056607e+00 +2.834929460410077695e+01 +7.456382107060065323e+00 +1.249970469803403716e+01 +1.593949585483393605e+01 +2.633304683345173203e+00 +1.766732855425406967e+01 +6.478208518220895940e+00 +1.251332456299969920e+01 +1.055052796271958471e+01 +1.432659058516681228e+01 +5.454207160012714439e+00 +9.486757164481588234e+00 +8.015257868242187556e+00 +6.272450455337917674e+00 +5.783569807276975894e+00 +1.087960299797792629e+01 +2.796784872815895540e+01 +2.349803824308885680e+01 +1.401647997835897286e+01 +1.237239929878364819e+01 +1.404382695807231585e+01 +2.049950669219417421e+01 +1.679150662923234449e-02 +1.070619587464955202e+01 +5.776236208231338765e+00 +7.947522216403427819e+00 +7.384702806174388456e+00 +1.232331515246602294e+01 +5.008736896290457707e+00 +3.387161874638887582e+01 +7.411617878173700547e+00 +6.051817821473036929e+00 +8.009618035685591053e+00 +1.449008821514775036e+01 +1.235150037502054943e+01 +1.181373619803954966e+01 +1.125746654918042111e+01 +9.728895570821990191e+00 +1.159372920529460771e+01 +1.313132301083082609e+01 +2.242314175484787597e+01 +4.611934375132662467e+00 +1.011440182915495711e+01 +1.019831260086780844e+01 +6.953725474774330451e+00 +1.171270495788240851e+01 +9.220482704517309003e+00 +9.473787507626212800e+00 +1.066679853125596367e+01 +1.206679904903049305e+01 +1.301683851944645198e+01 +1.190918622707280861e+01 +4.872644914884602940e+00 +2.546670144834477867e+01 +1.136738149985329471e+01 +1.292484215735541397e+01 +2.101418801478033060e+01 +6.342644438424628106e+00 +1.257718172981061855e+01 +1.018705767624337000e+01 +2.963511867648871601e+01 +2.009752965436081240e+01 +9.945964792464536686e+00 +7.142341613829813696e+00 +5.757972392859770139e+00 +1.179570022624767489e+01 +1.675310163942816644e+01 +1.667539470549991165e+01 +9.351245844336943946e-01 +4.209481857758760270e+00 +9.124425135010667987e+00 +1.597144611859687302e+01 +1.269247720944835578e+01 +4.083251097846257949e+00 +-4.582527852897868570e-01 +8.087671347727123816e+00 +1.049295020200915474e+01 +4.732355898220461654e+00 +1.022936728822840280e+01 +9.753668529273113563e+00 +9.463489958562519178e+00 +3.981496738058424967e+00 +1.166541409665558149e+01 +2.196693848073385880e+01 +2.020147687256287838e+01 +5.173625650964481792e+00 +1.232841878238774314e+01 +8.469756823572637927e+00 +1.556588724679259883e+01 +1.650710863989515076e+01 +1.425942946375532472e+01 +3.654407304660992395e+00 +6.863775017775111564e+00 +8.870368750238796451e+00 +1.591713293692774300e+01 +1.209232570862540967e+01 +1.142506837865373370e+01 +1.371004476916728265e+01 +1.189439874264336083e+01 +1.578899885163637862e+01 +1.625279313867959274e+01 +1.730416888022602961e+00 +8.676517158176054068e+00 +2.067305961317941865e+00 +3.387161874638887582e+01 +1.595801303664001125e+01 +1.540354943005463895e+01 +1.090885927042145909e+01 +8.421823060529646909e+00 +7.557010504305338827e+00 +6.037672561722857267e+00 +6.978266895769152711e+00 +1.716223926844890002e+01 +1.070003201744867738e+01 +1.371431455156582047e+01 +3.296712888782955986e+00 +1.752164775095208427e+01 +1.613850693157098704e+01 +1.260441791632428021e+01 +1.776756369077158126e+01 +1.266869151409929373e+01 +1.209232570862540967e+01 +1.073104005993128851e+01 +7.187351414829862506e+00 +8.278999385531633948e+00 +1.024981019590256892e+01 +2.190438507652805811e+01 +9.073803349825993791e+00 +8.171725278881169174e+00 +1.029431285224308112e+01 +1.233109699573658702e+01 +1.221519690344703690e+01 +7.590885045743874571e+00 +9.592582796395362266e+00 +6.491508258619944627e-01 +2.478906593187335261e+01 +5.008736896290457707e+00 +6.449189154617641861e+00 +1.370289599201804265e+01 +1.012966579112654131e+01 +7.552828186932515564e+00 +6.848430298131901850e+00 +9.367268811442102106e+00 +1.311562738903774061e+00 +1.523607912681737275e+01 +1.168021672682864676e+01 +1.534707540322943942e+01 +8.818353454423743187e+00 +7.564805949767233528e+00 +5.505036884458831992e+00 +1.502618592980144285e+01 +9.651649384693584466e+00 +1.317477381807459835e+01 +1.131760128920603847e+01 +1.222815131800201982e+01 +1.912136914221889583e+01 +2.523389783597441749e+01 +9.465160042711062260e+00 +1.367777192608784276e+00 +7.371979537915748892e+00 +1.457895345219489514e+01 +1.300524856416917885e+01 +1.716062532154158760e+01 +1.389858620982394655e+01 +1.316564898355029811e+01 +1.544989871187335950e+01 +8.496036011584067182e+00 +8.837752239263593879e+00 +6.173160717258099339e+00 +1.280765309895502924e+01 +2.222621079810974720e+01 +7.965381691512504858e+00 +1.112869896448030715e+01 +1.179485182597622384e+01 +9.233102213428850291e+00 +1.071446457026452492e+01 +9.314970225430926121e+00 +1.585495330036265216e+01 +1.625120827307007687e+01 +1.054748089531602773e+01 +1.067635131552344774e+01 +4.557933019755168402e+00 +1.179803875476147823e+01 +1.284437798912210837e+01 +7.017023257423460336e+00 +1.256887562474243225e+01 +1.896071022564503039e+01 +1.334162856736078595e+01 +4.151496858368332710e+00 +4.961631758495471445e+00 +7.872754161762216540e+00 +1.219069881675594047e+01 +1.114648508830642015e+01 +1.748658925936453556e+01 +3.299518804186519105e+00 +2.217943060654050669e+00 +1.133463683635189057e+01 +1.266699901661127114e+00 +2.773044648507004695e+01 +9.736303914778531521e+00 +1.019783427688301458e+01 +1.284610777640135382e+01 +8.196548133450818341e+00 +1.100108474807622372e+01 +2.744799503291247333e+01 +1.681452048363328799e+01 +9.234920034254258780e+00 +1.666400302871728911e+01 +1.194646777465358412e+01 +2.998918845611289896e+01 +2.317729802576536713e+01 +1.085271850509475655e+01 +5.348591068743857591e+00 +1.155283061548813350e+01 +6.213785057158318637e+00 +1.629796041130670403e+01 +1.550352057824279939e+01 +8.097831485988763234e+00 +6.578888710701235709e+00 +6.350206032637956355e+00 +3.723750535479553037e+00 +2.753811681451317384e+01 +1.142842554618380291e+01 +1.045951698538584651e+01 +9.598716443304084578e+00 +8.533958780798101884e+00 +8.696936749195884886e+00 +1.896557176196036210e+01 +1.270294734478862608e+01 +2.765021338560451625e+01 +1.657369794767963356e+01 +5.781937900996823032e+00 +1.261011421177751402e+01 +7.574678279153836513e+00 +1.052223701664240707e+01 +1.177325513096599252e+01 +6.600276298469594849e+00 +1.028973479117331635e+01 +1.391637843817063924e+01 +1.957083777974027328e+01 +1.300522551092278434e+01 +5.918495072753074737e+00 +7.181981279531797213e+00 +1.946360171923956273e+00 +1.678966645026963533e+01 +9.224945365133976338e+00 +2.624675592514753930e+01 +1.298099034045964117e+01 +8.705745854281659035e+00 +1.418412558197255180e+01 +5.345092839707760390e+00 +6.703941046617444499e+00 +8.909686242400240985e+00 +1.032401261229937006e+01 +4.185474996528739666e-01 +9.238935938034956052e+00 +1.291481613457584388e+01 +1.214693945505496231e+01 +3.387161874638887582e+01 +6.920866147872402507e+00 +1.770065210913945464e+01 +2.851470246927082997e+01 +1.972749459265676819e+01 +1.032927878628804308e+01 +8.196301542058591849e+00 +1.949433498349857530e+01 +1.433373037803266925e+01 +6.132156839568921214e+00 +9.266036710158971346e+00 +1.297971273111549806e+01 +1.478883307793793733e+01 +7.999355912042673822e+00 +2.220169282191758953e+01 +1.602622948383525170e+01 +6.551123930398958350e+00 +7.662946357148257448e+00 +2.008919030348063473e+01 +4.942758683410900744e+00 +1.346434633714572726e+01 +6.756675607525821192e+00 +3.958948950359982177e+00 +1.515229041818248845e+01 +1.749821673007554068e+01 +6.156332550406787618e+00 +9.838700641952655701e+00 +1.758843180990017174e+01 +1.406257153119068448e+01 +8.541033033070576153e+00 +8.540727979398496927e+00 +9.935523377609200679e+00 +2.342128414976174611e+01 +2.231756104936248164e+01 +1.846047761629108663e+01 +8.993182583359285331e+00 +1.111225155118791008e+01 +5.500950354354841920e+00 +8.120754833143720930e+00 +1.171224785107376931e+01 +9.054847178735784041e+00 +7.448957504608628710e+00 +5.207784154654234499e+00 +1.287615944852966265e+01 +3.653084132008558527e+00 +6.711718169626479380e+00 +7.020469612265216597e+00 +1.642399625686779530e+01 +5.701864067379958101e+00 +7.571877524130414372e+00 +1.476277063944094436e+01 +1.903993940364024695e+01 +2.377193360520219301e+01 +1.849440048946442516e+01 +5.746037712059475666e+00 +8.365326918375899368e+00 +2.750512336310518435e+01 +1.425474232116069118e+01 +1.414332926814165603e+01 +1.610259167044668516e+01 +2.242314175484787597e+01 +1.464727049856078622e+01 +4.305898932753478903e+00 +9.011102961312204229e+00 +5.072576504876934678e+00 +3.193519870881232237e+00 +6.144904875037184411e+00 +1.124037232542553966e+01 +1.360627943397767581e+01 +1.895637257276416676e+01 +1.475218423120611533e+01 +2.280988423194629888e+01 +1.070003201744867738e+01 +1.492832237067283074e+01 +8.700510933359851151e+00 +1.875633616165768558e+01 +2.049455356389951532e+01 +8.527817673749282790e+00 +6.131220366640931729e+00 +1.868250251529693173e+01 +1.114666317886444347e+01 +5.384970810049942713e+00 +6.736803963730949363e+00 +1.519621265485685058e+01 +2.255902739716108840e+01 +1.088859279820039205e+01 +1.958030978430201685e+00 +1.637935481649749647e+01 +1.800103137249601559e+01 +1.415918652118037357e+01 +1.227871927955436604e+01 +1.255029436315598446e+01 +2.426688542542954963e+01 +5.553366808897706619e+00 +7.680151302111681844e+00 +2.546670144834477867e+01 +1.169279214759377794e+01 +1.532742969172954872e+01 +7.044651514080221943e+00 +1.252070283430079201e+01 +4.949567724009654057e+00 +1.579655012342914233e+01 +2.480852484792421819e+00 +1.878350680900508962e+01 +1.928519707015109930e+01 +1.133449537773546467e+01 +1.249317447796056513e+01 +9.510167191167823830e+00 +2.718932812936142795e+01 +1.497321859602344318e+01 +9.632058925679586991e+00 +6.299363710909233305e+00 +1.255104907812410886e+01 +1.194096333915770458e+01 +1.219766042503619019e+01 +9.721300349159790244e+00 +2.190438507652805811e+01 +8.317096896037725173e+00 +9.949565962867623625e+00 +1.226331185208523777e+01 +2.462138498018033772e+01 +9.114016809333634228e+00 +9.233658873206593398e+00 +1.211302055342224548e+01 +1.316537271985178847e+01 +1.552420491823606596e+01 +6.028382901834206109e+00 +1.077809826521067293e+01 +1.295032634362395640e+01 +1.973544044855172785e+01 +1.104549131140583995e+01 +1.433711643184707896e+01 +1.522380068403451503e+01 +1.303385794005144760e+01 +1.123605902309688531e+01 +1.353892641531625429e+01 +1.963453617565494369e+01 +1.192419022871663969e+01 +6.417916825467287367e+00 +1.456347568213875832e+01 +3.650195184606403132e+00 +5.998070266793078531e+00 +3.052204096738149985e+01 +1.289992896090241459e+01 +1.425150553671328169e+01 +1.619769824214949949e+01 +1.469944615067865357e+01 +7.733248648901735578e+00 +5.498644065324441499e+00 +1.105790938693715475e+01 +1.198352756460602109e+01 +9.787030385455480541e+00 +1.246536109808836557e+01 +1.460362600780186426e+01 +1.109149295431157611e+01 +6.718834055646240699e+00 +1.052253329471450627e+01 +2.923061245546250575e+00 +7.482315132669313584e+00 +1.109716400499270605e+01 +1.811821202799607988e+01 +9.212091814511509824e+00 +4.581616249600841684e+00 +8.951742044201139947e+00 +1.070568772902559829e+01 +2.001821667217848244e+01 +7.878032622767307203e+00 +1.145246318348792158e+01 +6.920350808553862976e+00 +1.850560931204591952e+01 +9.834725047090572048e+00 +1.768225642354052241e+01 +5.990446428054980288e+00 +2.076163874226097050e+01 +1.400325545533966931e+01 +5.701864067379958101e+00 +8.570898701702304834e+00 +1.135867456457027913e+01 +1.080191526087550358e+01 +1.800325525494572787e+01 +1.530713891335688004e+01 +2.190438507652805811e+01 +1.830965761992904106e+01 +1.517636117212140334e+01 +1.927444372016104523e+01 +8.542189562872536612e+00 +8.232449983576714203e+00 +1.438970877134043747e+01 +1.313407540488302061e+01 +1.558729463836580464e+01 +4.006465163331213830e+00 +1.315600405149085361e+01 +6.344956603403346662e+00 +1.096878471608965810e+01 +1.461541410292043963e+01 +1.083981079291035599e+01 +1.714480425712338274e+01 +1.075081228399079691e+01 +1.113759939181220204e+01 +5.481346105437893357e+00 +8.281502934068001309e+00 +1.895637257276416676e+01 +1.342654637784838201e+01 +1.182116013824830247e+01 +1.793771395246619704e+01 +1.070003201744867738e+01 +1.131943911636054168e+01 +1.122534160444408258e+01 +1.179049763732925271e+01 +1.159950683917386982e+01 +1.378042463062253375e+01 +1.201857051618043215e+01 +1.054548794095991582e+01 +2.866955799324884424e+00 +1.414144844952561186e+01 +1.689185635763375615e+01 +2.551746746550155365e+01 +1.269247720944835578e+01 +3.502020656974870860e+00 +6.740569224783484970e+00 +1.620960711345711047e+01 +9.704183589895478690e+00 +3.085869181052061094e+00 +2.190438507652805811e+01 +1.102558816152706811e+01 +1.181432823438198909e+01 +1.666400302871728911e+01 +1.047959437507171288e+01 +1.291299286301273241e+01 +1.360244069621074914e+01 +7.867328280655954131e+00 +2.367166991895885531e+01 +1.171749729405659934e+01 +6.432670481626800552e+00 +1.283263069514320875e+01 +1.122102594293266975e+01 +8.365326918375899368e+00 +1.487354548504869456e+01 +2.190438507652805811e+01 +1.035574496367782160e+01 +9.011882353000842727e+00 +6.651334389859528073e+00 +1.190062044805240760e+01 +6.077239196166061674e+00 +1.222770718199183193e+01 +1.182116013824830247e+01 +1.624484535402899610e+01 +1.114904650022641874e+01 +8.235146171039417595e+00 +1.470985492467629285e+01 +2.266693264163185972e+01 +1.500663234776946808e+01 +6.218810025424772903e+00 +1.062589978106467470e+01 +1.080618399471249802e+01 +9.858189390548957931e+00 +6.250374399419570182e+00 +1.179595850410852620e+01 +7.932514757468581479e+00 +2.945322906087938009e+00 +1.157999912505567863e+01 +9.785060655500330995e+00 +1.611008988867099845e+01 +1.147604970670141711e+01 +9.147218158630224139e+00 +1.433711643184707896e+01 +8.330272482874789830e+00 +1.648169259470559211e+01 +1.748106261728891297e+01 +7.874073116900206060e+00 +1.018375771232889804e+01 +1.647180255708033769e+01 +5.168467756189855322e+00 +6.645235535598899901e+00 +9.665066043678564256e+00 +9.017374499711664271e+00 +1.906113937502503575e+01 +1.352177975194595660e+01 +8.697380530792543141e+00 +1.377634349982643869e+01 +1.301897640445177728e+01 +1.402208541460197466e+01 +1.129713831419168457e+01 +1.893814497764161331e+01 +9.559557498541096265e+00 +6.775050963306867402e+00 +6.394283057715966834e+00 +5.957305259246126639e+00 +7.563447606838039405e+00 +2.413869350126043400e+01 +7.272162005188022249e+00 +1.068050768615039203e+01 +1.068921243917036179e+01 +7.336611887656459885e+00 +9.091039441885385486e+00 +1.392212118446747127e+01 +4.814604790112682053e+00 +1.072161077367616144e+01 +2.194226411598310733e+01 +1.387061890448518398e+01 +1.558423264269201525e+01 +1.441210574539881861e+01 +1.433711643184707896e+01 +1.611191510076068312e+01 +1.563990879236213516e+01 +1.676029215773559145e+01 +1.599607975793676928e+01 +1.841578632414473304e+01 +1.696105529385310717e+01 +1.619324064168739596e+01 +8.397157102589147826e+00 +9.485823158868029736e+00 +2.605588822166586738e+01 +1.095669547646298270e+01 +1.451442510775935091e+01 +1.407613771837064576e+01 +1.172666610877514870e+01 +1.051548597707908073e+01 +2.747327533681172440e+01 +1.470064924512816162e+01 +1.179272483629991086e+01 +1.048270516495479399e+01 +9.606736451433988577e+00 +6.240388580710643396e+00 +4.770818839778456777e+00 +1.363532209390702121e+01 +5.239616113021270394e+00 +2.615633325039411261e+00 +1.462941346700516476e+01 +1.606013666734195056e+01 +9.695692829692987402e+00 +1.060623778338266732e+01 +8.427124798994384491e+00 +1.706897604791207357e+01 +1.731121787900329423e+01 +1.162682413506811940e+01 +9.916673996009535585e+00 +7.595399203285296608e+00 +6.820414142270593061e+00 +1.078849961433066085e+01 +2.054721198918240077e+01 +2.698938472204943650e+00 +1.830091317777937832e+01 +1.881720961709469009e+01 +5.085170860971643947e+00 +9.499865826727287299e+00 +1.617689931139067028e+01 +2.031017526945508678e+01 +1.032411047307381580e+01 +1.307675445303222261e+01 +1.315113946811837309e+01 +1.128202740828967876e+01 +1.842860953772792243e+01 +5.998070266793078531e+00 +3.485405645610319425e+01 +1.727807289075202846e+01 +9.211415943117813754e+00 +9.007708060772344538e+00 +1.156062189461864875e+01 +1.237182333864301143e+01 +2.190762713003790907e+01 +8.219239949267816314e+00 +1.086204775852502280e+01 +1.485659692085914685e+01 +1.159252205852180850e+01 +1.082035354300319341e+01 +1.698859315045187657e+01 +1.018370064435190159e+01 +4.763693306683649098e+00 +1.506873550041093779e+01 +1.007805617127270637e+01 +6.361531949336963976e+00 +1.498376406314478970e+01 +8.472749706728009755e+00 +1.330328078922048007e+01 +1.352938316250023831e+01 +7.027965604158339374e+00 +8.598597975259508530e+00 +5.701864067379958101e+00 +1.850560931204591952e+01 +5.587190591142118024e+00 +1.602193636888902972e+01 +6.834363362234412875e+00 +1.164795334361123480e+01 +2.015515779484904613e+01 +3.000485185194023074e+00 +4.205387500924253175e+00 +1.195506808321800918e+01 +3.387161874638887582e+01 +3.387161874638887582e+01 +1.137446184822134398e+01 +2.031017526945508678e+01 +2.152055569020573955e+01 +1.338064629589732135e+01 +7.968531944850795412e+00 +1.523919839961931189e+01 +1.297196464895260704e+01 +1.140142064111320508e+01 +9.808738644373065085e+00 +1.179272483629991086e+01 +6.405121040292684143e+00 +1.035807546679988889e+01 +5.192329432812329060e+00 +5.126638401874529904e+00 +1.592869264995033518e+01 +1.175271187601235567e+01 +1.177004870114262758e+01 +8.198217694029708014e+00 +1.143329230809787589e+01 +8.040604341482435302e+00 +9.648094982141756759e+00 +1.664226888642704694e+01 +1.602489541100173653e+01 +1.466430945639739036e+01 +1.323622004347407710e+01 +1.275915765021649406e+01 +9.595492838347794873e+00 +5.627644284945773734e+00 +1.754003549125243921e+01 +1.139056125168849576e+01 +1.107706768630664840e+01 +2.264375513345511592e+01 +7.128934193597402214e+00 +1.871291989958642432e+01 +1.487695552956240874e+01 +5.322699211112521311e+00 +5.628792303220023996e+00 +1.245120683656006122e+01 +1.069741396439584946e+01 +2.152055569020573955e+01 +1.618775107468020735e+01 +1.312149035431143318e+01 +5.491636065245472764e+00 +1.541449524969938523e+01 +9.544934825976312709e+00 +8.819433454658337723e+00 +1.369598909957750266e+01 +8.490639194699397763e+00 +8.455250016334275642e+00 +1.264515089184941132e+01 +1.777570632765342395e+01 +3.687482100357300396e+00 +8.984175570705644986e+00 +1.192580469289620737e+01 +1.177817250506573998e+01 +6.422755108379789135e+00 +1.512452466424859665e+01 +1.361432041608287591e+01 +2.008338887225376368e+01 +1.283093081995539819e+01 +2.521005640298059802e+01 +1.390396600408914196e+01 +5.701864067379958101e+00 +1.714070044686634731e+01 +9.970140644770111749e+00 +1.023851258957141397e+01 +1.850560931204591952e+01 +2.251357094513329571e+01 +1.019457035093144270e+01 +8.416316263087708194e+00 +3.877590344153219348e+00 +8.748695114392489813e+00 +1.131584020333436058e+01 +1.527524035251492762e+01 +1.239016996782332569e+01 +1.005418837009044353e+01 +1.172905160328585339e+01 +7.329843681074919459e+00 +1.207866252094322590e+01 +1.336483210454746029e+01 +1.376372077333815014e+01 +1.585150423578230061e+01 +5.220678067398324629e+00 +1.271870131320339681e+01 +6.875086601333407543e+00 +1.037622257549971039e+01 +3.772109282619780402e+00 +1.073048745538802962e+01 +1.504913240096560401e+01 +1.714979452958971251e+01 +1.840238857564791886e+01 +1.690561441402184073e+01 +8.126461506047803596e+00 +1.522380068403451503e+01 +1.251245396313545655e+01 +1.420874634020724159e+01 +1.755718108213042683e+01 +1.268152094312428346e+01 +7.407626193958009253e+00 +1.684678253260700842e+01 +1.314198096938437743e+01 +1.465712112342887963e+01 +2.000939529407945372e+01 +1.827980400545897055e+01 +1.333866477793387162e+01 +1.831263108687797114e+01 +3.662260075250792113e+00 +9.750206720947076633e+00 +1.611249585780163329e+01 +7.754045984612218945e+00 +1.002451396336995515e+01 +1.100304505376742270e+01 +1.491521656863413625e+01 +1.845844226142349953e+01 +3.041665128948594088e+01 +1.597501459827134340e+01 +1.298511954775322863e+01 +1.012529190095541765e+01 +1.132805084356380121e+01 +7.872276858235252917e+00 +1.199683778921462363e+01 +1.262964849457142691e+01 +9.910012583409383069e+00 +2.387741224319914579e+01 +1.530743421075554522e+01 +1.051172043604526607e+01 +1.197197073006465473e+01 +7.962238040471689260e+00 +1.084284009049510189e+01 +1.472383849325235872e+01 +6.388081419335648548e+00 +8.385409699277971640e+00 +8.939992915794832129e+00 +1.586345907914656550e+01 +1.135420549628901199e+01 +1.181795459670914283e+01 +8.495032570997025800e+00 +7.711366212575100576e+00 +6.644035219063610498e+00 +1.705213164905498502e+01 +3.387161874638887582e+01 +1.392790976410994119e+01 +1.170417294769364958e+01 +9.655756870017029314e+00 +6.172055704348991867e+00 +6.324584700793820957e+00 +3.439584593843406424e+00 +1.216283853712640450e+01 +1.498979170864284072e+01 +2.016914827136125155e+01 +7.437124974314286874e+00 +1.057784355651142505e+01 +1.240343239698162847e+01 +1.360826705480737076e+01 +1.163285605350908725e+01 +1.606224333733945286e+01 +2.743855196611727365e+01 +8.211576064112009021e+00 +3.387161874638887582e+01 +2.944514975222631392e+00 +1.057594798316050344e+01 +1.210218817612059183e+01 +6.479395845301525014e+00 +1.771371115459044177e+01 +8.780716372089628408e+00 +2.190438507652805811e+01 +6.714984019404326432e+00 +-1.734709787277211035e-01 +2.851470246927082997e+01 +8.281631820766591545e+00 +7.774915500025102233e+00 +7.445275349041480695e+00 +1.497770066252205368e+01 +5.195750078145493944e+00 +8.527818101911108783e+00 +1.759707750149560468e+01 +1.362181632927334363e+01 +1.069675266859668739e+01 +1.611962315674550439e+01 +1.259818576541132984e+01 +2.656226526637134100e+01 +9.589861748517279239e+00 +1.022636137167206982e+01 +6.490529570989764352e+00 +2.982018781248123673e+01 +1.459045585330558481e+01 +1.555017868713575524e+01 +1.046484712698529052e+01 +1.225431848877771301e+01 +2.251357094513329571e+01 +2.414923341430338155e+00 +8.873288313706765962e+00 +1.382530649473780215e+01 +1.385676266776522425e+01 +5.853487368189064455e+00 +6.821843348748075186e+00 +9.949565962867623625e+00 +5.926768211728983715e+00 +1.464519757619940776e+01 +4.602708176415688968e+00 +2.194577516010623697e+01 +1.016283843005642495e+01 +5.345092839707760390e+00 +1.322459445497854347e+01 +7.841309785070649241e-01 +7.258910422866748036e+00 +7.093099958385991499e+00 +2.841438863233243239e+01 +5.368439437803175451e+00 +1.120656778974185386e+01 +1.441498878017027607e+01 +1.028239324568455970e+01 +1.793651363185699665e+01 +6.218810025424772903e+00 +4.566253568172029986e+00 +1.084121145025251565e+01 +1.644604881369200200e+01 +7.052920090648271412e+00 +9.518436664959324389e+00 +1.117586615146372253e+01 +9.907160444688287271e+00 +1.248435697033092140e+01 +1.600842734942284551e+01 +8.646329616639732762e+00 +1.545000128910919557e+01 +7.745184827950055251e+00 +7.287513316472399083e+00 +1.507087744267765572e+01 +3.049887320084593512e+00 +8.722735389903235159e+00 +7.827781391385244092e+00 +8.645458731511553196e+00 +1.906113937502503575e+01 +4.583529846322903722e+00 +5.119941852585597530e+00 +8.272251666865614084e+00 +2.388055720635560419e+01 +1.359341882024196480e+01 +8.171725278881169174e+00 +1.269354408830700720e+01 +2.102927452396120600e+01 +9.948524172459883630e+00 +1.362865224156038835e+01 +9.126617575598828580e+00 +1.088493723120291179e+01 +4.271283765629959817e+00 +8.717932138864341596e+00 +1.224478303993073780e+01 +8.910139964030221904e+00 +6.646651587508074499e+00 +1.250002588829799777e+01 +1.126347319728914442e+01 +8.313475670153209762e+00 +1.207990945336007371e+01 +1.339202160980961764e+01 +1.226005552293621292e+01 +1.443087838036807113e+01 +1.179272483629991086e+01 +2.042115142671920580e+01 +5.966305490055077598e+00 +1.418826236674985353e+01 +1.378272659756591167e+01 +6.819738888540300081e+00 +2.011840797241086420e+01 +1.613320874542502281e+01 +1.043384982274604056e+01 +1.262392646025872978e+01 +1.816347870868507641e+01 +8.977823689960871434e+00 +6.218810025424772903e+00 +3.387161874638887582e+01 +9.352880145078088958e+00 +6.414234665034840077e+00 +1.310167978162373004e+01 +1.965248621369239856e+01 +7.681479141798817523e+00 +8.171725278881169174e+00 +1.382801494597543979e+01 +1.017528381011541683e+01 +1.709430874070547191e+01 +3.881373790758239295e+00 +3.387161874638887582e+01 +6.690059851640697275e+00 +5.934494462793239222e+00 +2.179623118058518116e+01 +5.757241657510121513e+00 +1.947970799712318524e+01 +7.909783671562436780e+00 +1.109769963712921026e+01 +1.094174814230994741e+01 +1.349070901604186190e+01 +9.070555385052131214e+00 +1.683986327669350658e+01 +1.844607272102497575e+01 +1.075864211826592509e+01 +1.325149728669653371e+01 +9.457896583097522125e+00 +3.273704951284358344e+01 +1.312868151044692411e+01 +1.443917113827951937e+01 +7.108033924484175259e+00 +1.537951169224540138e+01 +2.533198148037669739e+00 +1.231517314585724421e+01 +1.438307056759659019e+01 +8.133923324115670539e-01 +5.821981790966063386e+00 +6.269202781769351418e+00 +1.022337492187490682e+01 +7.344944797341966591e+00 +6.223357353710042617e+00 +1.147797546255171142e+01 +1.880835930277133627e+01 +8.086605945814241636e+00 +1.420715364052473717e+01 +2.507692329663585440e+01 +6.304658942549707490e+00 +1.452975272783741900e+01 +1.217243197406575916e+01 +1.194087908200765469e+01 +1.352938316250023831e+01 +1.380460618964637831e+01 +1.558431543372975625e+01 +7.191482104305592316e+00 +1.330731066849078559e+01 +3.374983181994650749e+00 +1.230746945296144190e+01 +1.055052796271958471e+01 +1.826991460905557574e+01 +1.660976810443061424e+01 +2.982018781248123673e+01 +7.033747105485929296e+00 +1.261350642480670103e+01 +2.032085695073430998e+01 +1.316457562666343506e+01 +1.073356948327736404e+01 +1.492832237067283074e+01 +1.019637499784344925e+01 +1.011440182915495711e+01 +9.050719360398673530e+00 +6.612097785363445723e+00 +1.291747137146361979e+01 +1.216444770774559458e+01 +1.866802446997367326e+01 +1.706897604791207357e+01 +1.691939949467948168e+01 +1.291747137146361979e+01 +3.241092852348486986e+00 +9.787280724469525239e+00 +1.858861680442655029e+01 +2.037771202108505975e+01 +1.001287375591388695e+01 +1.564986414418767424e+01 +7.047177254279091585e+00 +1.168637420970728158e+01 +4.441448933279303901e+00 +1.211788195630826692e+01 +9.045998510818947125e+00 +1.093007592271830219e+01 +6.256098517332290498e+00 +9.634025908703378605e+00 +8.768460694385282750e+00 +9.093138975674591507e+00 +3.346458197279090996e+01 +4.375501424613972290e+00 +2.483208239688887886e+01 +9.875943476371872976e+00 +1.435328368226250007e+01 +1.920989387966805850e+00 +1.300271120841932770e+01 +9.478036728525225385e+00 +6.866860326214208499e+00 +1.057324092162862428e+01 +1.189226926792373717e+01 +5.539033544887203675e+00 +1.109258958160160091e+01 +1.133947624114466635e+01 +3.523765453543333592e+00 +6.600590491806840987e+00 +2.305241509880325168e+01 +1.102928278931719319e+01 +1.103471910765337327e+01 +4.270854428141770143e+01 +1.221429739332459974e+01 +6.882493532867343333e+00 +8.419515919475841770e+00 +7.535467502542118723e+00 +1.219632664752099060e+01 +1.666428278992137280e+01 +2.155770687570084476e+01 +6.687597045376662663e+00 +1.293417029032015364e+01 +1.755340862633384802e+01 +1.433711643184707896e+01 +9.738433392950256007e+00 +9.923236917397716184e+00 +1.743168984715714487e+01 +1.062405665519118259e+01 +9.740606203682915520e+00 +1.089742299192985797e+01 +2.737720013400581820e+01 +1.201323019141675275e+01 +1.628367865322459807e+01 +1.827860681877578486e+01 +4.609057353479883545e+00 +2.407498074625095796e+00 +5.777452772928725722e+00 +7.429671738147774818e+00 +7.321566593228965303e+00 +2.743855196611727365e+01 +7.425875514688200951e+00 +1.453434207898922637e+01 +1.826475017404725065e+01 +1.451442510775935091e+01 +2.190438507652805811e+01 +4.155427840230231595e+00 +1.628596884943259226e+01 +2.009188286941726176e+01 +1.663321332203808822e+01 +1.454715889184988953e+00 +8.213100690911588231e+00 +1.645235680155079194e+01 +2.953016499007667051e+01 +4.940336507815246136e+00 +1.266869151409929373e+01 +7.679178019897094032e+00 +1.713965036869302594e+01 +1.868713106994205475e+01 +1.175318122854517355e+01 +9.540754700110383624e+00 +8.872718879281165982e+00 +6.441181066598744565e+00 +1.916721287292139664e+01 +1.837659088167958998e+01 +8.407645631485479498e+00 +1.373789562865172798e+01 +2.190438507652805811e+01 +3.085869181052061094e+00 +7.221645541859885498e+00 +1.278386197308945782e+01 +9.755793412187856006e+00 +1.630938600268034122e+01 +1.934026154679943943e+01 +9.538501745492609984e+00 +1.451442510775935091e+01 +1.669511908346771634e+01 +1.396514204127832670e+01 +7.409716924196729337e+00 +2.282338436326071474e+01 +1.148941646967539043e+01 +1.244073072457658213e+01 +9.568882403370452039e+00 +8.694212796111713715e+00 +1.101646965908325626e+01 +1.018511504523287670e+01 +1.151592633359989293e+01 +2.261499751250141799e+01 +1.031163649607260879e+01 +1.928519707015109930e+01 +1.723575190747250474e+01 +2.049950669219417421e+01 +1.562111305203680445e+01 +1.431867709786315856e+01 +8.202390825742696734e+00 +7.953032710900956204e+00 +9.414067801315965767e+00 +1.407240261784703250e+01 +6.251188261271309443e+00 +1.026120791096842311e+01 +1.097390762125253616e+01 +1.078880173020991151e+01 +5.545276966557011633e+00 +1.135817575130035095e+01 +1.600327068695972343e+01 +7.303330078543126547e+00 +5.748021614715582928e+00 +7.862386937055404701e+00 +2.154616976691890784e+01 +9.468180258908716951e+00 +8.462676556993230292e+00 +4.656265801044625618e+00 +9.524461155644843302e+00 +6.076569129898985011e+00 +9.640710161932034339e+00 +1.547972428639999976e+01 +2.008284783626120884e+01 +6.977381926481101004e+00 +2.244474961105285615e+01 +1.102082123397352120e+01 +1.729567362471057379e+01 +1.589511391659223705e+01 +6.222555654824347471e+00 +7.332742850983223093e+00 +7.296973183218014469e+00 +2.312471460558002434e+01 +1.201437456444743646e+01 +1.397553759150174812e+01 +4.135324740215864381e+00 +1.730877896374167335e+01 +1.920190237318449533e+01 +1.316032250241177337e+01 +1.368596655020088804e+01 +7.079560677752581910e+00 +1.423766769550459799e+01 +1.571360112358192396e+01 +1.742009102713196000e+01 +8.092263855856032251e+00 +7.267773203180951214e+00 +8.720229992360970073e+00 +1.117209625749298141e+01 +2.229964640050943103e+01 +6.071328262059708436e+00 +6.414234665034840077e+00 +1.855780578186760010e+01 +1.193098003270156937e+01 +9.171984059527559907e+00 +9.408320438901910165e+00 +5.718644508500219104e+00 +1.123376013558876707e+01 +9.868663482801878217e+00 +9.085172276338198571e+00 +5.486073069836393756e+00 +1.964555792577991156e+01 +1.729567362471057379e+01 +4.565423472600443233e+00 +1.745198690174690626e+01 +1.314463759296693013e+01 +1.719971429818058084e+01 +8.592928283390364186e+00 +1.062102535807095194e+01 +3.409509091056818875e+00 +1.157407348863142715e+01 +1.148986325497824623e+01 +1.301407718551588744e+01 +1.620851471566986390e+01 +2.159402506636850205e+01 +5.223790604452972275e+00 +7.679032784994248573e+00 +3.387161874638887582e+01 +1.910086240320799789e+01 +1.888828074221009956e+01 +1.189226926792373717e+01 +1.605087310357720298e+01 +1.310881115188188062e+01 +1.125445214041158692e+01 +1.968752211658774343e+01 +1.618851636033220132e+01 +1.945566572415384599e+01 +5.162298559997054781e+00 +4.324683507126920290e+00 +1.344979300972852343e+01 +1.146445802637117595e+01 +3.650195184606403132e+00 +1.583419609787246429e+01 +1.690560223108678883e+01 +1.810894318303381567e+01 +1.206668324480264687e+01 +7.863679444094330506e+00 +1.227526118435365277e+01 +3.208226265919734033e+00 +1.288146539007769320e+01 +7.370011648041995045e+00 +9.154136558220756115e+00 +4.810885376811043557e+00 +7.366019996365864131e+00 +2.560225384134457727e+01 +6.478208518220895940e+00 +1.017141689866078025e+01 +7.598949306934869696e+00 +9.454570613335775420e+00 +1.373068411100896924e+01 +1.269626713815267749e+01 +1.412840783248228149e+01 +1.032655936976711075e+01 +4.320534064278618303e+00 +5.978402440926103623e+00 +1.228152477015427735e+01 +1.320838576968178302e+01 +2.140306093239908591e+01 +1.540799465087256692e+01 +9.279379720922207753e+00 +7.030225871727452613e+00 +1.096138032652935124e+01 +1.402439399692363509e+01 +5.435878446417603982e+00 +8.208398772040965241e+00 +1.079891015033689428e+01 +1.347558413927374943e+01 +2.429576723904860103e+01 +1.968429406614021104e+01 +1.091368484790618254e+01 +2.084486335680527702e+01 +1.142879358114798549e+01 +1.780877600251903914e+01 +1.191535152408016529e+01 +9.736239150945493748e+00 +6.780572163351664017e+00 +5.093046442271401020e+00 +1.252317670773315683e+01 +1.667142382931686484e+01 +7.771494257659824711e+00 +1.195856098446139981e+01 +6.721930749731043875e+00 +1.616134054760580341e+01 +1.086564937778101125e+01 +1.925301596996989417e+01 +1.377885882168773435e+01 +1.549841393179528382e+01 +1.986483805156917981e+01 +6.372218741734229752e+00 +1.246764227705190820e+01 +1.348483625372111305e+01 +7.528103289490914563e+00 +8.207012025380421960e+00 +1.690560223108678883e+01 +8.097716952299023774e+00 +2.082757420021391681e+01 +1.178856109260723883e+01 +1.190367839958692286e+01 +9.871415927056403916e+00 +1.566350764166006115e+01 +1.642016754993083794e+01 +1.878265799291698102e+01 +2.533198148037669739e+00 +7.459302702738469293e+00 +1.191535152408016529e+01 +1.257622539214048629e+01 +1.146703904902506110e+01 +8.196701721185647216e+00 +4.664252672784172660e+00 +7.755931065953504344e+00 +9.337722840153276138e+00 +1.440870042717193655e+01 +1.926016121024818517e+01 +1.285538999693919493e+01 +1.417275981674531238e+01 +8.671762868495292764e+00 +9.499510863344454492e+00 +1.535761655613748644e+01 +1.938840037150303885e+01 +6.620441823243382373e+00 +9.122598901581213227e+00 +1.479115229437397261e+01 +1.368596655020088804e+01 +1.182748077769863926e+01 +1.050258523642320085e+01 +1.904350960756806899e+01 +1.428582976945763505e+01 +1.582141546213773609e+01 +1.108914331612091075e+01 +1.500796758116462115e+01 +1.285384832120848841e+01 +1.008848211406700557e+01 +8.984402513598041651e+00 +9.993052565550513577e+00 +1.231268104813098319e+01 +6.549541765615373379e+00 +8.700946925844078805e+00 +1.200897458128170570e+01 +1.572689059777809462e+01 +7.872082741893962066e+00 +1.136760861891069396e+01 +8.778542126904540055e+00 +1.035635123371505983e+01 +8.264385542721271349e+00 +1.038428061198773378e+01 +7.859924945512446470e+00 +1.443203969917946949e+01 +1.214099580467180317e+01 +2.050971267566322354e+01 +6.684920081747222298e+00 +1.198777289904018062e+01 +1.287845574566794937e+01 +9.297911543417200164e+00 +5.324767127477173290e+00 +9.140067004744693691e+00 +1.142842554618380291e+01 +5.419467710021990570e+00 +2.090267302892131340e+01 +8.934548208602791419e+00 +1.600382549289888345e+01 +1.204683641770927238e+01 +1.334744918195997343e+01 +5.486073069836393756e+00 +1.166544922644112603e+01 +1.445169576993198746e+01 +9.580418808343992509e+00 +1.134184053721351404e+01 +1.086192711102953012e+01 +1.925283376936549473e+01 +1.331046337296152160e+01 +7.477788854654818351e+00 +8.438884950339328839e+00 +1.416394645371401850e+01 +6.298445508637158241e+00 +1.383772945039136459e+01 +7.464511842119350149e+00 +1.102104853237777604e+01 +5.261186562625347563e+00 +8.017057062288898805e+00 +8.198000984496928822e+00 +1.236895253401124251e+01 +1.088193905697822572e+01 +1.312654131841368610e+01 +1.513091730412716629e+01 +2.006325343847649378e+01 +6.664100223042353832e+00 +6.869169640070978744e+00 +1.377274861846983356e+01 +8.142624385113407470e+00 +4.109687670778789936e+01 +9.827448181989979048e+00 +6.939700048745265804e+00 +1.004054852326963498e+01 +1.114537100101536282e+01 +7.264005147601551471e+00 +1.855118010777870552e+01 +7.357322292284592891e+00 +1.234142628586700141e+01 +1.490132352059617915e+01 +1.849745873819090036e+01 +1.341955904524326115e+01 +8.420017381374961474e+00 +6.008535240188308535e+00 +8.155757605304799540e+00 +5.486073069836393756e+00 +2.716742275562154418e+00 +1.918044297231261908e+01 +9.381850305085862374e+00 +1.307131319880663511e+01 +8.273557087490701178e+00 +3.387161874638887582e+01 +1.057611371223319452e+01 +1.389101175985788927e+01 +1.706897604791207357e+01 +9.672332307061068946e+00 +2.190762713003790907e+01 +1.420087190667950949e+01 +9.740048453990894473e+00 +1.563293213585004082e+01 +8.580663018153202870e+00 +1.595290910259390671e+01 +7.803261184516614435e+00 +1.235007129038822882e+01 +1.542488642634057783e+01 +9.656749121272639513e+00 +1.900071039525128924e+01 +1.208369494157305724e+01 +6.564158835661558555e+00 +6.315010308997344168e+00 +1.420920486661833593e+01 +1.128192646124787757e+01 +1.472159080337411297e+01 +1.017741814832716329e+01 +1.474732700291102105e+01 +9.959724874087157787e+00 +1.764452589373452440e+01 +7.999977027659440409e+00 +1.287829127813708396e+01 +1.257074790853666002e+01 +9.384154497278245799e+00 +1.367559692610352329e+01 +1.112562936727287877e+01 +1.499449849663302814e+01 +1.352424869169546184e+01 +8.691465053254816553e+00 +3.387161874638887582e+01 +1.733258059041938282e+01 +1.438680602110645168e+01 +5.890946188798835692e+00 +7.159361458061141548e+00 +6.909648108490074492e+00 +1.321464995451765390e+01 +3.160070930929133226e+01 +9.569828166572406758e+00 +6.782760834705200637e+00 +2.851470246927082997e+01 +1.690560223108678883e+01 +1.433711643184707896e+01 +9.530558604066854400e+00 +1.361356529366585733e+01 +8.344062916234591398e+00 +8.685277917400512138e+00 +2.409741313852066469e+01 +1.727278643159203853e+01 +2.178412135893267987e+00 +2.177022614213095153e+01 +1.893814497764161331e+01 +1.144892561360866523e+01 +1.004234697869547688e+01 +5.239954677242479875e+00 +1.215098781991783028e+01 +1.978283763570176745e+01 +3.227252539954433530e+01 +1.373909854405300734e+01 +1.943672337198049149e+01 +1.243920624990805379e+01 +1.601777016373713991e+01 +1.011680271092406258e+01 +1.222861061487431300e+01 +1.395539797180569508e+01 +4.292742662941691378e+00 +5.760974088699967410e+00 +2.031017526945508678e+01 +1.157407348863142715e+01 +1.813865981769134805e+01 +3.884371428305811946e+00 +2.679963122248727814e+01 +1.506069509371522486e+01 +1.162567182467775240e+01 +1.527729843144868482e+01 +1.646483023287977687e+01 +1.641619727906287096e+01 +1.447954410629884592e+01 +1.269801632507781619e+01 +8.329180339585334991e+00 +3.387161874638887582e+01 +2.528825679416372907e+01 +1.677955998224594225e+01 +1.537279517279155527e+01 +7.784680206725141716e+00 +1.124517228574723049e+01 +1.225596433031391541e+01 +1.257370676701850698e+01 +1.021262757685306610e+01 +3.184841539831209900e+01 +1.330731066849078559e+01 +1.012789353932130609e+01 +1.652150275303188209e+01 +1.867082364209407785e+01 +9.483310967136915792e+00 +1.229515277868226519e+01 +3.835700874000401939e+00 +8.211576064112009021e+00 +1.553289026829649799e+01 +2.821487565849852786e+01 +1.282175541237572247e+01 +1.326070168791939352e+01 +6.319413925237682861e+00 +1.157407348863142715e+01 +1.067635131552344774e+01 +6.251188261271309443e+00 +3.624042445178844218e+00 +1.461646125478114300e+01 +8.274593085701937412e+00 +7.165659811175316918e+00 +1.057784355651142505e+01 +1.812479753195255938e+01 +6.072631585583579295e+00 +1.249068932229531015e+01 +1.144968096136351221e+01 +1.388368524614514854e+01 +8.785117026426561893e+00 +2.051206513577700719e+01 +6.414234665034840077e+00 +6.306906463537274021e+00 +7.783541461585585353e+00 +1.442459179790022006e+01 +1.074036106451906392e+01 +8.365326918375899368e+00 +1.490436187520010947e+01 +3.609669269275300962e+00 +6.098258556282104337e+00 +6.127722520014302177e+00 +1.425603232703788592e+01 +2.773044648507004695e+01 +1.878350680900508962e+01 +1.219620974906051458e+01 +1.008098428213854447e+01 +6.924495762511185148e+00 +1.356285399140126913e+01 +6.937233293182771376e+00 +1.659969395661519798e+01 +5.383895257309802673e+00 +1.752863649920429623e+01 +6.365194836973742554e+00 +1.434882839682487088e+01 +1.522380068403451503e+01 +1.088094002067934696e+01 +1.076453984227943295e+01 +8.274593085701937412e+00 +7.477352245102366624e+00 +1.522749661418851019e+01 +1.558646925996451671e+01 +1.433711643184707896e+01 +1.311027217144680890e+01 +1.217001603894485129e+01 +1.404539166180312293e+01 +7.018891123834848145e+00 +1.057318674634657896e+01 +1.214842596351194004e+01 +1.420715364052473717e+01 +1.229929881923904134e+01 +2.158741006900449122e+01 +2.212899058640427086e+01 +1.097197989316001099e+01 +8.274593085701937412e+00 +7.136613814849098958e+00 +1.709055823533523721e+01 +1.585150423578230061e+01 +6.427077911621736916e+00 +1.882837129574598123e+01 +1.854766984267517671e+01 +1.225814063565916001e+01 +5.008736896290457707e+00 +1.130047011109297728e+01 +5.370442602439268853e+00 +1.678115543527215436e+01 +1.191921906788604701e+01 +1.866423361497214728e+01 +1.220329111439232861e+01 +2.642551586194642255e+00 +1.447582867201488455e+01 +1.148644140583064654e+01 +2.488576345565608960e+01 +1.373320336579570267e+01 +1.460625539119280347e+01 +5.486073069836393756e+00 +5.096479373140496705e+00 +1.065682044213335189e+01 +1.504913240096560401e+01 +1.178683735641287456e+01 +1.200122303311093219e+01 +1.438349569798016603e+01 +1.831263108687797114e+01 +1.574453485324919200e+01 +8.072646035542504706e+00 +2.012047603171990318e+01 +1.066991349078891460e+01 +1.371851300777572646e+01 +2.389841689711346362e+00 +1.786896730493668883e+01 +1.180438856346987109e+01 +1.926911954325639442e+01 +6.694914505214725864e+00 +9.084994418145456052e+00 +1.056793213045050095e+01 +6.893811506889392149e+00 +3.982124001271728275e+00 +1.704880736838521216e+01 +1.443028964792287638e+01 +5.403249069255551262e+00 +6.402505372706514208e+00 +1.792772644085202671e+01 +1.489791814788063107e+01 +1.167477695123807280e+01 +2.739459633752616696e+00 +1.704586521485911987e+01 +6.937397869484016155e+00 +1.804848379269087388e+01 +2.351344678714626468e+01 +3.307889970047497741e+00 +1.112007236399836074e+01 +1.032670875251491793e+01 +1.253222675039100409e+01 +1.438662175120708753e+01 +1.257106893934764003e+01 +9.504962167727150302e+00 +1.119665027900641974e+01 +1.304609143118072723e+01 +1.360654623739438307e+01 +1.027477842712474398e+01 +1.345630659890956338e+01 +6.851342836075204445e+00 +1.147184254377053492e+01 +1.049737526985347813e+01 +5.486073069836393756e+00 +1.218987798353477103e+01 +4.963226878237080086e+00 +1.422860862378817615e+01 +1.455021261282659850e+01 +1.345133645406579603e+01 +9.962628828885570442e+00 +2.287838086624920209e+01 +2.014702727896252554e+01 +5.701864067379958101e+00 +9.939750169099809796e+00 +1.137829582024779995e+01 +1.201327882719179740e+01 +7.541323422394484055e+00 +7.954180588156276599e+00 +2.084486335680527702e+01 +1.045888335769289768e+01 +9.011595718028559077e+00 +2.201915603011428857e+01 +1.225566950884957862e+01 +3.654407304660992395e+00 +1.545012900861880212e+01 +3.346458197279090996e+01 +1.854779895614061047e+01 +5.232742415147257020e+00 +1.684237317454243055e+01 +2.718919149704284166e+00 +6.456509284718165986e+00 +9.002452208488406882e+00 +1.114931426848671947e+01 +1.101646965908325626e+01 +2.190438507652805811e+01 +1.229929881923904134e+01 +1.053098938135534013e+01 +2.222551026968002930e+01 +1.579388230760356748e+01 +8.898113982074164596e+00 +1.560570700417083856e+01 +1.531280302080139677e+01 +1.333827388012905146e+01 +1.747567436859480949e+01 +3.743573835218597878e+00 +1.661610570486921290e+01 +1.611172908789447433e+01 +8.245380126926775688e+00 +1.284759004208198974e+01 +1.398306239026375408e+01 +1.283641151416988180e+01 +9.075313773008446105e+00 +1.146579089288377418e+01 +1.918978580127250666e+01 +7.965381691512504858e+00 +5.384970810049942713e+00 +9.554125305592805262e+00 +1.340779434420052496e+01 +1.934155695982926204e+01 +1.457804978595548562e+01 +6.654980038310569057e+00 +1.690729763391532003e+01 +1.251830773428271470e+01 +1.138704008162989112e+01 +8.692059529747822921e+00 +9.361436127880978120e+00 +1.239215671552986464e+01 +4.101464740305218015e+00 +9.549427968781927234e+00 +1.125400089251553482e+01 +1.376764774547211800e+01 +1.136946751177721637e+01 +1.113853808880112695e+01 +9.116231329259335325e+00 +9.328341197246359684e+00 +8.040406272666800191e+00 +8.391873694169404985e+00 +1.529860625380706551e+01 +8.168403669341245177e+00 +2.054903703173771135e+01 +1.857710054917315290e+01 +1.850560931204591952e+01 +6.924491770373506938e+00 +1.246456391719753753e+01 +5.841292373884400035e+00 +1.251354804280769883e+01 +3.467770103703585960e+00 +8.744394452405501283e+00 +1.433695669190643684e+01 +6.095029512323151266e+00 +1.615665836624643248e+01 +1.590463214225158595e+01 +1.160923718668307458e+01 +1.178273379485204941e+01 +1.956201523703036571e+01 +1.645594113395573288e+01 +5.483973385838240233e+00 +8.216949172986701910e+00 +1.895778456642636911e+01 +1.952009848451632479e+01 +2.042115142671920580e+01 +1.002897007934092244e+01 +1.770410709674514749e+01 +9.443486025787478866e+00 +3.104644279516942618e+01 +1.775886109451840866e+01 +1.697061730389967238e+01 +1.180643245048449330e+01 +1.116033421679905757e+01 +3.346999779491270033e+00 +9.329779710435573747e+00 +2.360247962450391412e+01 +5.836272878399427100e+00 +5.398180661872629571e+00 +3.485405645610319425e+01 +1.330731066849078559e+01 +1.262435739471190743e+01 +1.486101539457300191e+01 +1.366810637041038490e+01 +1.168886245054031292e+01 +5.167281929797184148e+00 +8.385745427089958071e+00 +2.047904032120570150e+01 +9.507906386166695256e+00 +8.612189237329971547e+00 +2.404003747904633315e+01 +5.105638270641165377e+00 +2.997245339370614658e+01 +1.724727100145641145e+01 +1.484491310675734610e+01 +2.145832660345510590e+01 +4.740503519929973208e+00 +2.023533278162587123e+01 +1.129915590000561565e+01 +6.854818004095477590e+00 +2.908802859284755016e+00 +1.687755393362306222e+01 +-1.734709787277211035e-01 +3.686678201313270620e+00 +9.930992966545588274e+00 +1.169317468021718298e+01 +6.512044986706882810e+00 +1.620301692475189270e+01 +6.175943454191880733e+00 +1.010284951080981841e+01 +7.196013320146164460e+00 +9.241865312683657407e+00 +1.363225797788653892e+01 +5.820193088517640945e+00 +1.335680205440556279e+01 +1.811240402458568610e+01 +1.522944253641419721e+01 +7.542709728392068769e+00 +9.256145689698001888e+00 +1.038362350443554760e+01 +7.913331191994871006e+00 +5.711629922982552898e+00 +7.822860387433905771e+00 +1.420715364052473717e+01 +4.334768212583114178e+00 +1.358771224888906204e+01 +1.600822640498006422e+01 +1.270435944736679801e+01 +1.666400302871728911e+01 +9.839390075325610496e+00 +8.768639709195454657e+00 +1.068917974081351474e+01 +4.162534855014257573e+00 +1.369928987493386785e+01 +7.805306185808561281e+00 +8.986682457508038624e+00 +8.049789734383480777e+00 +1.124962756753208737e+01 +1.421917601446391188e+01 +1.358681698841043328e+01 +1.786049728990926155e+01 +4.743552754285857986e+00 +6.863203701720678396e+00 +1.424746081521655583e+01 +5.345709417680694742e+00 +7.377830829222318698e+00 +6.246637039783905720e+00 +1.738024162004364825e+00 +1.116770375546425953e+01 +3.920938816896935464e+00 +1.774886216848329923e+01 +1.157407348863142715e+01 +8.697380530792543141e+00 +9.270066559729073674e+00 +8.152572835479432456e+00 +-7.920571101454072505e-01 +5.399051626131452508e+00 +1.323121369516213974e+01 +4.365882163347791334e+00 +2.914279279408077628e+00 +1.450118061208854670e+01 +1.716501885485972423e+01 +1.055693997614301338e+01 +1.479856971158011447e+01 +2.170087285494869889e+01 +1.544356671680696991e+01 +1.103706661631859731e+01 +5.065834123938586231e+00 +8.935765817654157672e+00 +1.219400489504218399e+01 +1.817629998687905868e+01 +6.194419427374143083e+00 +1.288721132692306526e+01 +2.152055569020573955e+01 +1.310062411234052604e+01 +1.969553922219368758e+01 +7.521341741793918345e+00 +9.590073382997928775e+00 +7.490224862489512248e+00 +1.246361034210764274e+01 +1.060905413674620945e+01 +1.544989871187335950e+01 +9.087962703179030655e+00 +1.070003201744867738e+01 +3.420967130266618028e+00 +3.553810619733303611e+01 +4.679752112336501568e+00 +1.986423799792734712e+01 +1.022354133211132421e+01 +1.199929379449396549e+01 +1.647821282017375211e+01 +2.096053276806311771e+01 +5.057679142398569638e+00 +6.799926209753849093e+00 +2.264375513345511592e+01 +1.926911954325639442e+01 +1.224273680789592333e+01 +8.767471313620376350e+00 +1.462410985569891864e+01 +6.393227899739343911e+00 +7.046119330500928868e+00 +2.270234269108418346e+01 +3.022521529123707751e+00 +5.083031573182651641e+00 +1.632614463471992394e+01 +3.273424413054779336e+01 +1.075197185196540772e+01 +5.740198687080280138e+00 +1.235915680585456755e+01 +1.385913316205081003e+01 +1.102206327153017185e+01 +1.893814497764161331e+01 +9.374274238716481022e+00 +1.534338164816078631e+01 +1.040137126788366118e+01 +2.016305596132454525e+01 +8.219239949267816314e+00 +4.980677731345608095e+00 +1.261011421177751402e+01 +1.251556408436799472e+01 +1.571723526046142183e+01 +8.365326918375899368e+00 +1.654705275272962695e+01 +1.601179654287132337e+01 +1.043607755658392477e+01 +1.333866477793387162e+01 +6.099680061838668621e+00 +1.039693060346779419e+01 +1.636905651930236161e+01 +1.070003201744867738e+01 +1.832728059158655753e+01 +1.546254664896365227e+01 +1.045832564213793603e+01 +9.143512186340629455e+00 +1.800286913346435824e+01 +6.283633970058488671e+00 +5.990446428054980288e+00 +5.506890170599689327e+00 +2.698938472204943650e+00 +2.393261643128990102e+01 +6.329821682746256784e+00 +1.662032282019906404e+01 +1.275915765021649406e+01 +1.200184566747316239e+01 From ca3e1eca0f040c63ae62d44b64945e4201e1a855 Mon Sep 17 00:00:00 2001 From: Gino Cassella Date: Wed, 24 Mar 2021 13:34:41 +0000 Subject: [PATCH 05/16] Update Task 4 preds --- task_4_predictions.csv | 16624 ++++++++------------------------------- 1 file changed, 3269 insertions(+), 13355 deletions(-) diff --git a/task_4_predictions.csv b/task_4_predictions.csv index f5d2cc3..2923ee8 100644 --- a/task_4_predictions.csv +++ b/task_4_predictions.csv @@ -1,13449 +1,3363 @@ -1.017376512995839732e+01 -7.447104672868618991e+00 -1.613020300134660090e+01 -8.274593085701937412e+00 -1.305524466412421702e+01 -8.624391215428389046e+00 -4.743731407194857752e+00 -6.811144916583856457e+00 -1.443037293505024365e+01 -1.814233496070987428e+01 -1.440540697828377859e+01 -1.161929790341643809e+01 -1.623606245632514344e+01 -1.442176671203358751e+01 -1.118231612588583346e+01 -1.069741396439584946e+01 -1.577379253970298123e+01 -1.719630082359675782e+01 -4.152986541659217323e+00 -6.875879981214040981e+00 -1.317977246202225672e+01 -5.685434106135062393e+00 -1.096178219061354753e+01 -1.411884717102262243e+01 -6.955845986073939002e+00 -1.796371293483156251e+01 -1.340377803523581690e+01 -1.336231067741800871e+01 -1.196951403526287550e+01 -1.202288620367616545e+01 -5.309089420481882371e+00 -1.499469304344134457e+01 -6.172055704348991867e+00 -8.771185827216484654e+00 -8.618041134723171126e+00 -1.051316698350792933e+01 -1.714635880617835539e+01 -2.242314175484787597e+01 -2.251209536931165189e+01 -9.431639456084795370e+00 -1.942645583849730428e+01 -1.478452320052420532e+01 -2.720351075067178215e+01 -1.349142221051707224e+01 -1.099990125443889610e+01 -3.663284686611291363e+00 -8.922860384062232697e+00 -2.605588822166586738e+01 -1.425332991549808526e+01 -1.258564953547455900e+01 -7.653480451077257385e+00 -1.069948218411664698e+01 -1.567690909165229129e+01 -1.182748077769863926e+01 -8.480923141774027840e+00 -1.302184400106025919e+01 -1.813837084039901981e+01 -8.144723163294017354e+00 --3.507875279871939256e-01 -8.070515880634602013e+00 -1.038186374642512533e+01 -1.393733402069308625e+01 -1.283641151416988180e+01 -2.998822240618110868e+00 -1.429342658942367450e+01 -8.792256271323068972e+00 -8.260766502327754779e+00 -1.592851051625076764e+01 -8.402416996826204354e+00 -1.585849819118229220e+01 -1.611285736482173547e+00 -8.476031113753165869e+00 -1.102854917185304373e+01 -1.175271187601235567e+01 -1.657486037926382494e+01 -1.070003201744867738e+01 -7.467620430604355874e+00 -7.873985925786769258e+00 -2.983322180533967583e+01 -9.620813834460733460e+00 -1.008400010779121203e+01 -1.115157476455603103e+01 -1.732437462989172161e+01 -1.334851630825573920e+01 -1.032033126956225999e+01 -5.666839075509855661e+00 -1.287829127813708396e+01 -8.103447368412147966e+00 -8.713216249279909675e+00 -1.434277542075192002e+01 -1.275616403519599373e+01 -7.962748890968626370e+00 -6.129930531876283339e+00 -1.736806752786104369e+01 -9.057488191712224079e+00 -3.346999779491270033e+00 -2.020820785517538809e+01 -2.301361360357530828e+01 -1.107722245543313022e+01 -6.740713433172331293e+00 -1.585146448338070968e+01 -1.258019609423858753e+01 -2.090816396362608032e+01 -1.370030621659435610e+01 -6.804441289911906665e+00 -1.089085412437007960e+01 -9.127309791372027803e+00 -9.971646751481046067e+00 -8.542068433585839671e+00 -1.010315318417657693e+01 -1.749516800367169367e+01 -9.552488116878762980e+00 -1.041735552274440124e+01 -8.391873694169404985e+00 -1.522380068403451503e+01 -1.529857597174809314e+01 -1.273746507456576182e+01 -1.631111290167358163e+01 -5.008736896290457707e+00 -1.399589638747416132e+01 -1.898957831258570650e+01 -1.602898757635162497e+01 -2.605588822166586738e+01 -1.200456949753763070e+01 -1.850560931204591952e+01 -1.397011429760870271e+01 -1.650813779987777252e+01 -2.261008801038215665e+00 -8.199091991015350800e+00 -9.012763393781767718e+00 -1.325289691844810136e+01 -4.975156330298119656e+00 -1.090118956932336403e+01 -4.081265012320827168e+00 -7.116692833927402262e+00 -7.840938450676816274e+00 -3.387161874638887582e+01 -1.433711643184707896e+01 -1.407964666088307126e+01 -1.207861154110013047e+01 -4.726141724347129980e+00 -1.614337011772524022e+01 -1.657763486717314549e+01 -6.775050963306867402e+00 -1.301407718551588744e+01 -6.526065361523166075e+00 -1.776501597530346999e+01 -9.410774738138940165e+00 -1.150848628450445688e+01 -1.564670839790642276e+01 -1.008555952898746000e+01 -2.672813131237820983e+01 -7.140883287122264278e+00 -4.478460281223433981e+00 -1.464073917723787588e+01 -3.615427683687428839e-01 -2.983762542808143792e+00 -1.454600929500594475e+01 -1.263289505030989801e+01 -2.743855196611727365e+01 -1.602296830821562423e+01 -1.710965707702582961e+01 -1.279992661917997054e+01 -9.919831663903025287e+00 -7.667737348267621655e+00 -2.605588822166586738e+01 -3.104644279516942618e+01 -8.209590487210789433e+00 -9.832874534891814733e+00 -3.387161874638887582e+01 -8.799136073374157263e+00 -6.937884208623813720e+00 -1.195313334258950988e+01 -1.619253520019587711e+01 -4.338314305370190027e+00 -1.160705983091941107e+01 -2.433168040966204160e+01 -7.388683905090971393e+00 -8.090929017365795062e+00 -2.564711729469408397e+00 -7.382293711328159702e+00 -1.157340012309086319e+01 -1.031163649607260879e+01 -3.364835283318427628e+00 -7.531513863621626115e+00 -1.741793953967889763e+01 -1.584694345228317047e+01 -1.516153937636715909e+01 -1.008142282004716606e+01 -1.135615517147333264e+01 -8.190542209372381421e+00 -3.249501110371947732e+01 -1.530919651005115156e+01 -2.190148538454953098e+01 -8.368480817309887243e+00 -7.987118800926737094e+00 -9.831670963323617229e+00 -1.477804914274003067e+01 -5.781830134374686736e+00 -2.416676043021193721e+01 -1.021943594576600844e+01 -8.783606394377400761e+00 -1.838821381680276090e+00 -5.419769256777016153e+00 -7.850310922729278218e+00 -8.076261877317264748e+00 -1.901025096271025916e+01 -1.855910472619061125e+01 -1.288146539007769320e+01 -1.259500941444476041e+01 -1.517865815556355358e+01 -1.252272279368901309e+01 -2.704301141715826873e+01 -7.352050512210581701e-01 -4.029218996503209382e+01 -7.586669246615784346e+00 -8.049789734383480777e+00 -1.661995706403980932e+01 -1.142879358114798549e+01 -1.266359442226280407e+01 -1.907125336078520661e+01 -4.544550437231279716e+00 -6.854818004095477590e+00 -1.221609424314584658e+01 -1.080551549647955767e+01 -8.490639194699397763e+00 -1.164496831600749260e+01 -1.051334792313734567e+01 -1.590735557275206702e+01 -2.453851231382978426e+01 -2.511553259226228363e+01 -1.245417715909142942e+01 -1.013780971108685947e+01 -1.070844604804689482e+01 -1.315207741467526148e+01 -1.727961944980228282e+01 -7.863679444094330506e+00 -1.316415902225371326e+01 -1.684245703592497989e+01 -1.943233171904778089e+01 -1.070003201744867738e+01 -2.551487715495923680e+01 -1.557835711092029385e+01 -7.432952991192209424e+00 -2.055562527781059146e+01 -1.375023888454256848e+01 -1.380225654879389197e+01 -8.398260903951197065e+00 -7.117918105599656542e+00 -2.373989656103144341e+01 -1.301407718551588744e+01 -1.075864211826592509e+01 -3.387161874638887582e+01 -1.324395615262960746e+01 -1.443221102412901757e+01 -1.142879358114798549e+01 -2.102997165856298523e+01 -3.387161874638887582e+01 -1.193569468583547177e+01 -2.705921819270116657e+00 -1.458434856138553926e+01 -1.110747029295433208e+01 -1.002858059309926375e+01 -1.304371612541713432e+01 -1.037990200418441589e+01 -9.324153894132763298e+00 -1.412614652491383538e+01 -5.393920182284446696e+00 -1.895637257276416676e+01 -2.242314175484787597e+01 -6.485414870391423392e+00 -7.465760586443664693e+00 -1.190066153641410551e+01 -1.522380068403451503e+01 -1.093957459256753850e+01 -4.095511668917481529e+00 -4.467908403325438371e+00 -1.869868905504362999e+01 -1.218476639941536632e+01 -1.633988565501535106e+01 -6.514482877809129491e+00 -1.729567362471057379e+01 -1.068551725188277146e+01 -7.133967254583694739e+00 -1.301407718551588744e+01 -1.451085626907871529e+01 -2.749881628060019523e+01 -1.059597459667655528e+01 -1.571997319859271158e+01 -1.690560223108678883e+01 -2.221374834799139819e+01 -1.906113937502503575e+01 -5.481201258904903284e+00 -6.677534460218339518e+00 -1.489824507217606708e+01 -1.435647732839714763e+01 -1.503983602340620962e+01 -1.611910215850991790e+01 -2.089960502503697626e+01 -1.100086878881440100e+01 -5.307662773474660867e+00 -3.017085831295523235e+01 -8.384118801094373907e+00 -8.787391570440874489e+00 -1.105377590678483557e+01 -2.276650481393649272e+01 -1.510651662664183448e+01 -1.635564615717046877e+01 -8.921094133758771250e+00 -7.241990419082981134e+00 -2.527132228070964004e+01 -1.616267712014877134e+01 -9.152991309737998904e+00 -1.425086475543625397e+01 -6.773508508967935882e+00 -1.711195033148717926e+01 -1.335553694091149168e+01 -1.723164401168629922e+01 -6.651334389859528073e+00 -1.840671546249761548e+01 -1.544989871187335950e+01 -1.259341342816608744e+01 -5.454207160012714439e+00 -1.251830773428271470e+01 -9.071197680132200958e+00 -6.442098645708213667e+00 -1.472481198369948174e+01 -6.370910811407256347e+00 -7.867481513486950462e+00 -2.428509281018239108e+01 -1.515148645562322827e+01 -1.522380068403451503e+01 -1.550352057824279939e+01 -1.786851375852290857e+01 -8.147082996623183249e+00 -6.414234665034840077e+00 -1.863229214748051277e+01 -1.059487319542219552e+01 -8.249540017079638687e+00 -9.154361811642189650e+00 -3.227252539954433530e+01 -1.577344411628205023e+01 -1.498438166489992796e+01 -1.006459990707735130e+01 -1.425647362989234068e+01 -2.773044648507004695e+01 -3.387161874638887582e+01 -1.458458932453895329e+01 -1.042039720571614225e+01 -7.055281377517346186e+00 -1.846047761629108663e+01 -8.779628538810158034e+00 -6.622430542446551271e+00 -1.147028589278976085e+01 -1.186244824953841714e+01 -1.469754858873528747e+00 -1.217638262148265937e+01 -1.134411018813531769e+01 -4.668145341212735389e+00 -6.530161622902241447e+00 -2.528825679416372907e+01 -9.984951337622291589e+00 -4.901702021480275562e+00 -1.358543236228517515e+01 -1.299091800039214206e+00 -5.221993652209945935e+00 -6.513447328576461359e+00 -1.114051650639940760e+01 -1.751492393349687404e+01 -1.217461105682887990e+01 -1.819379738421159232e+01 -7.994725929588042845e+00 -1.541471459830334823e+01 -1.551058803601580394e+01 -8.943898852998259486e+00 -7.390401072021305140e+00 -1.108866253033411908e+01 -2.081433052103996317e+01 -7.799570442610246346e+00 -8.629715455742072550e+00 -5.486073069836393756e+00 -3.387161874638887582e+01 -1.457564764071510410e+01 -7.584102829023706249e+00 -4.984665246579780273e+00 -1.310534986185294315e+01 -1.310480385167635120e+01 -1.472588792009018732e+01 -1.780432340172598060e+01 -7.539102176844693304e+00 -8.468908613357882587e+00 -7.291990731263197745e+00 -9.095704086653853437e+00 -1.528993876454873657e+01 -4.978264528836575664e+00 -1.402325553789634682e+01 -1.586339018156925817e+01 -2.105876403742048808e+01 -1.364307729446124995e+01 -1.024290223498246633e+01 -7.867481513486950462e+00 -9.492170345907823048e+00 -2.277900257517860894e+01 -1.693066024389366930e+01 -1.019675883958556994e+01 -9.181790208623809235e+00 -1.172280997590948459e+01 -3.470728223882503016e+00 -1.599449642860919596e+01 -1.060366975968652525e+01 -1.042830918958487985e+01 -1.135565239384948200e+01 -1.043390663863692680e+01 -1.348356222648016001e+01 -6.251188261271309443e+00 -8.773907064911639964e+00 -2.049950669219417421e+01 -1.304609143118072723e+01 -1.151539400419774495e+01 -1.282878481739336962e+01 -1.404493253478239012e+01 -4.062299014981789469e+00 -7.407651423261555124e+00 -1.109206385925671157e+01 -1.802301677563899318e+01 -1.525586728061162489e+01 -1.329518105511483839e+01 -1.729567362471057379e+01 -5.486073069836393756e+00 -4.585339992584906099e+00 -1.510059869559286483e+01 -2.236450052570636160e+01 -9.887879342900404822e+00 -1.486101539457300191e+01 -9.826940729235474237e+00 -1.653570696215548708e+01 -1.240204356718497536e+01 -1.168209027124579791e+01 -1.323817227553107045e+01 -4.942727823930582076e+00 -1.269626713815267749e+01 -1.388286867102259237e+01 -1.349652907364396981e+01 -4.460515212578897604e+00 -1.334260551983641108e+01 -3.641803880897604984e+01 -2.261499751250141799e+01 -2.983762542808143792e+00 -2.019932110455459906e+01 -2.030438794439309902e+01 -5.748995324197807122e+00 -9.411041427853348296e+00 -1.068586635719431399e+01 -1.241109406295797157e+01 -1.084501080789208061e+01 -2.186127972423263088e+01 -8.793201364890435912e+00 -1.009372978426142708e+01 -7.454729304650399513e+00 -8.746013895750976985e+00 -1.106128034133537597e+01 -1.881535369268434010e+00 -6.608764049705797561e+00 -1.891012582996434332e+01 -1.020766756054260327e+01 -1.327631796232135741e+01 -1.449210931479120745e+01 -1.190488607839506585e+01 -1.402491176093165848e+01 -1.772274131133264063e+01 -2.468147228818128269e+01 -8.748622051542156441e+00 -8.593521406086495062e+00 -9.507796024219331343e+00 -3.049887320084593512e+00 -8.866559859956694822e+00 -1.241506323367434561e+01 -2.019114172959515940e+01 -1.556491910955627134e+01 -3.387161874638887582e+01 -6.121006652240978951e+00 -4.631103482999940013e+00 -9.637087951223108462e+00 -1.692437517047613937e+01 -1.249253913636037794e+01 -1.464447024827725841e+01 -3.653853071264407504e+00 -1.273322346771043101e+01 -1.317924485126567902e+01 -1.244459695515202213e+01 -1.842860953772792243e+01 -9.760218532292768145e-01 -1.543801693568406108e+01 -1.337911505335441120e+00 -1.379621536707647067e+01 -1.234577744806523469e+01 --8.651609714489154612e-01 -4.762954860525809409e+00 -1.690560223108678883e+01 -1.844513687495604870e+01 -3.562909039628394225e+00 -1.813861202921611948e+01 -1.596829473247427700e+01 -1.001287375591388695e+01 -5.321040712945276141e+00 -4.651515991267316963e+00 -1.545078723870483373e+01 -9.373101391470626709e+00 -6.521275250480925934e+00 -1.226199792522506016e+01 -1.075068808588640934e+01 -2.223798390038366790e+01 -9.510167191167823830e+00 -1.048430724200923692e+01 -9.868663482801878217e+00 -8.219239949267816314e+00 -2.181118630839605999e+01 -1.084121145025251565e+01 -1.107185070347944134e+01 -1.245743677941443650e+01 -5.366212459821099401e+00 -1.233587034757923107e+01 -1.716156887315202084e+01 -1.183035473507158031e+01 -1.618434911877606908e+01 -1.356220714570255836e+01 -1.261180693663123975e+01 -6.468795553202539850e+00 -9.653222449232899294e+00 -9.995518767469349086e+00 -1.042422892812899704e+01 -1.088859279820039205e+01 -3.885661223743710480e-01 -3.829455307405893905e+00 -6.725135536256232172e+00 -1.077950047198294214e+01 -1.677568620545528688e+01 -2.326460764747469057e+01 -8.190509171538096211e+00 -1.804498878396144335e+01 -6.690059851640697275e+00 -3.918739843162782677e+00 -2.190762713003790907e+01 --5.749396723911388563e-01 -8.253629880553816633e+00 -1.479378834830858125e+01 -2.318046606135895615e+01 -6.744291971818270781e+00 -1.898540965027541461e+01 -5.679221904976799351e+00 -1.096440191172231948e+01 -1.002451396336995515e+01 -1.324598509074895958e+01 -1.552717792728329016e+01 -8.919004423641410995e+00 -1.076150784584187647e+01 -9.364298011176472869e+00 -1.792175625132516359e+01 -5.566959954694326029e+00 -1.598642393834140307e+01 -1.534338164816078631e+01 -1.095456873366327954e+01 -2.993946012615603536e+01 -1.649108995413604362e+01 -4.067719736663050867e+00 -9.744049186295555387e+00 -8.097716952299023774e+00 -1.479452862220449560e+01 -2.186281586878520500e+01 -9.646669745147164576e+00 -1.792954956566028102e+01 -1.304410933389877414e+01 -1.064659443077306378e+01 -1.817030267437660029e+01 -1.594902775154412211e+01 -1.049902678527874400e+01 -1.094174814230994741e+01 -5.502655005257722109e+00 -1.919977621210577468e+01 -1.349200465754924494e+01 -1.359090835576839140e+01 -2.743855196611727365e+01 -1.343110056208291780e+01 -1.100081143312814902e+01 -1.588506279142163180e+01 -1.074217666556452855e+01 -1.540337333358273497e+01 -1.265325558578769005e+01 -7.622312104674008992e+00 -2.772798591402938939e+00 -1.445410566911047567e+01 -2.994250441147164565e+01 -3.289501141717406085e+01 -5.379270799271040460e+00 -5.966305490055077598e+00 -3.687482100357300396e+00 -1.099365657478787739e+01 -1.197113660279019598e+01 -1.157570672088918684e+01 -1.420142509781632612e+01 -8.170645518735724977e+00 -1.750915743371444933e+01 -1.587598943512777794e+01 -7.278586504568778537e+00 -9.874273919552749135e+00 -6.264261958135946884e+00 -2.276424111226882019e+01 -1.388874979066144988e+01 -2.471583577942124066e+01 -6.947672348272746490e+00 -2.009188286941726176e+01 -1.182015238650220113e+01 -1.425960545354925557e+01 -1.224768329235187991e+01 -1.182215103179728999e+01 -8.854232707388504764e+00 -5.709313757454324900e+00 -1.648305012579507434e+01 -8.278999385531633948e+00 -6.638164907795683689e+00 -1.530941002096558634e+01 -2.338438534444850347e+01 -4.571486028092436982e+00 -1.532620276980397023e+01 -1.721969093652954541e+01 -2.077115885567067721e+01 -8.365172689621246604e+00 -1.378727242794283825e+01 -1.619602188545268007e+01 -7.213842627989706102e+00 -1.236247108052054955e+01 -1.430694229936260342e+01 -3.238750582698155256e+01 -1.849021895191735609e+01 -1.096824391217582217e+01 -1.555856603664906856e+01 -1.379122081115814069e+01 -1.868487434509671630e+01 -1.743168984715714487e+01 -5.555674270528044190e+00 -1.157849317333744921e+01 -1.722019019173640686e+01 -9.580648405374901699e+00 -1.307967478435692499e+01 -5.328859697515241578e+00 -6.045734720645427274e+00 -5.446935858126991548e+00 -1.141697728300772496e+01 -2.605588822166586738e+01 -3.578405563105633291e-01 -2.031017526945508678e+01 -1.310881115188188062e+01 -1.387637778981635961e+01 -1.138006874362558563e+01 -2.316241735153299430e+01 -1.063484934978997387e+01 -3.564158523129108858e+00 -1.328777318158391552e+01 -1.291747137146361979e+01 -7.125076118089239685e+00 -5.845341851743000916e+00 -2.925756384763388951e+00 -5.989632006529916453e+00 -5.361109341107422210e+00 -1.404932944077846457e+01 -3.721868962806595960e+00 -1.169344868951144178e+01 -6.844165252607524508e+00 -1.505501602117510629e+01 -7.100142529770010924e+00 -1.309272350915487948e+01 -1.203419406070429432e+01 -7.968531944850795412e+00 -1.488620857939424980e+01 -1.330731066849078559e+01 -2.675302751254918121e+00 -8.675804718589915865e+00 -8.107466048801725833e+00 -1.872518048403412649e+01 -2.531057070225386951e+00 -1.504189221658641884e+01 -1.912498092638536207e+01 -7.932787525132908968e+00 -5.207867576027823020e+00 -1.108691603975722728e+01 -1.132805084356380121e+01 -1.544580032533519898e+01 -9.510167191167823830e+00 -2.441936244786390375e+00 -8.696974432081987061e+00 -1.522380068403451503e+01 -1.335680205440556279e+01 -1.102178452297567901e+01 -6.632143854219890500e+00 -5.399588527801000737e+00 -1.667028596170155197e+01 -1.868002427466285553e+01 -1.677347302890710523e+01 -1.126793598906725435e+01 -1.456568873304286171e+01 -9.891905350164364563e+00 -8.065220856518934056e+00 -9.882822851843343415e+00 -6.974485828882606597e+00 -1.903988839994268290e+01 -2.114483152495675711e+01 -1.602853668748076643e+01 -2.075734532235370011e+01 -1.826816796007263122e+01 -1.076407746810406252e+01 -1.504307150833891171e+01 -1.161439571227548129e+01 -2.379910716531681203e+01 -6.246712543365575243e+00 -9.194675569998636888e+00 -7.843028626092660716e+00 -4.883936728965807106e+00 -8.313040452834655980e+00 -2.166745379301450214e+01 -6.722098372887316486e+00 -1.110138668666310480e+01 -2.707145027038640706e+01 -7.603050280231101965e+00 -7.128018096446623986e+00 -1.991455751839218635e+01 -1.863500551489318013e+01 -2.161100886725252224e+01 -2.504460476950106340e+01 -2.176042382365434946e+01 -1.031163649607260879e+01 -1.173993034473328123e+01 -6.879690774092452443e+00 -4.856426062509584085e+00 -3.387161874638887582e+01 -4.398047079858017128e+00 -9.476094438087912408e+00 -5.957881541805406300e+00 -3.387161874638887582e+01 -2.209913192562005690e+01 -1.306445813044017257e+01 -1.352938316250023831e+01 -6.582677321903901202e+00 -8.365326918375899368e+00 -6.981839897356309166e+00 -8.905852992984932825e+00 -1.716156887315202084e+01 -1.199929379449396549e+01 -1.184641319687283101e+01 -6.762926638725119233e+00 -1.795689994191400274e+01 -8.678420846590469750e+00 -1.378272659756591167e+01 -1.050222757446201172e+01 -1.179047655892540547e+01 -5.700917786313240754e+00 -1.176792247302175554e+01 -2.136464672487835514e+01 -1.046983022816917241e+01 -1.115663718197045284e+01 -5.810341848405485621e+00 -1.624624968042628836e+01 -1.062941930058354956e+01 -1.102330922223744381e+01 -1.185877176017608292e+01 -9.938135657060968242e+00 -6.891263542634192163e+00 -2.051022790626090853e+01 -1.459093509884155537e+01 -1.093395088093328127e+01 -6.525178082548322323e+00 -3.118957346834079658e+00 -1.687048700617549457e+01 -2.094669689024634351e+01 -1.425128188685293651e+01 -1.545531664910963343e+01 -1.409696026954496517e+01 -1.353042688131517934e+01 -2.283902430892219115e+01 -6.369651173415704193e+00 -7.940558425130603837e+00 -3.387161874638887582e+01 -9.605851833777492743e+00 -1.533215512119552670e+01 -9.423226155744771404e+00 -2.521622162580418092e+01 -1.203272331845207077e+01 -1.262806725800108154e+01 -1.385974923796565861e+01 -1.429342658942367450e+01 -1.136465406499280562e+01 -1.434767624751368942e+01 -1.610496212512633463e+01 -1.038121640052284533e+01 -6.690151276683096171e+00 -1.125655095079387991e+01 -5.000847836685125003e+00 -6.140421206592122871e+00 -9.949839057393390362e+00 -7.335570442679923531e+00 -5.669127826886565913e+00 -9.129733515096546626e+00 -1.190432858745390376e+01 -6.574746378706436190e+00 -1.438147565056871713e+01 -1.045700005161776858e+01 -8.292647692006681837e+00 -1.878665951893144381e+01 -4.049091372398933686e+00 -1.035203518940413403e+01 -1.296818995330451685e+01 -2.227477304421191207e+01 -5.486073069836393756e+00 -1.675310163942816644e+01 -1.667539470549991165e+01 -7.068551095034507625e+00 -8.936632379205576626e+00 -9.953116460224165962e+00 -1.573881447370473552e+01 -2.661257532598325781e+01 -1.371069152473680219e+01 -8.967110487520244533e+00 -1.205466065067611225e+01 -9.470759309847863960e+00 -1.283993771290400332e+01 -4.753834298833041316e+00 -7.853412715861878723e+00 -4.722602765510274025e+00 -1.381645348581236021e+01 -2.152055569020573955e+01 -4.867355093614818884e+00 -1.604740977633228738e+01 -5.992499628137764489e+00 -1.189395751710277693e+01 -9.643450920839498508e+00 -2.407254114708651116e+01 -9.636349228039847503e+00 -9.251833803681066115e+00 -1.035631815282445700e+01 -1.817345858015160331e+01 -2.488796725747408800e+01 -1.291747137146361979e+01 -2.540301107208875919e+00 -1.082318127900009586e+01 -3.387161874638887582e+01 -9.808956546202622917e+00 -1.079644344700794534e+01 -2.772798591402938939e+00 -1.530123441152417740e+01 -1.307398384972648842e+01 -2.953016499007667051e+01 -1.047744779329491394e+01 -1.227995613486562831e+01 -1.610509321407727157e+01 -1.887282523643872878e+01 -5.223596646640388030e+00 -1.228915246069755085e+01 -2.593931626650869759e+01 -1.640254829544306858e+01 -3.346458197279090996e+01 -1.026764996197881885e+01 -5.701864067379958101e+00 -8.602347082534421929e+00 -1.864651786486147955e+01 -4.829972979141516021e+00 -6.414234665034840077e+00 --2.201865332413191823e+00 -8.997516485542192299e+00 -9.910804178680564291e+00 -1.439436196268626134e+01 -5.008736896290457707e+00 -3.998817969111584603e+00 -1.794485980521730539e+01 -6.463226337021893642e+00 -3.028921469329731053e+00 -4.211740615794305143e+00 -8.380502747181907353e+00 -1.937771086716098523e+01 -1.322418393308549867e+01 -1.096909389429424664e+01 -1.260397201816378754e+01 -1.075787716166666996e+01 -1.090930024392899611e+01 -1.185906820605507050e+01 -1.741015185686691780e+01 -1.257370676701850698e+01 -2.798963974760908968e+00 -2.090816396362608032e+01 -7.619794485571716791e+00 -7.609571652002045994e+00 -9.978278657380599270e+00 -7.698716693142998224e+00 -3.485405645610319425e+01 -5.925776582065552134e+00 -6.129674078949221894e+00 -1.713438960207068362e+01 -8.330343595165047077e+00 -1.893814497764161331e+01 -3.686207876015359375e+00 -1.626925675540627481e+01 -1.352859355770016236e+01 -1.384504682491730421e+01 -1.096308435834554018e+01 -3.881373790758239295e+00 -9.786408632328132740e+00 -1.035722395313729294e+01 -2.020820785517538809e+01 -1.503850817556396180e+01 -1.541229291847612615e+01 -1.900788984360703182e+01 -1.733324348363076695e+01 -3.207993735317168671e+01 -1.727700573840454012e+01 -7.031163047005719591e+00 -8.194091689199680673e+00 -1.168428970761047481e+01 -9.010325800758749892e+00 -1.092101907691898077e+01 -1.259818576541132984e+01 -8.527104373513765267e+00 -1.132506978565973554e+01 -8.678685046866604580e+00 -1.242160717427016436e+01 -1.104481223954405777e+01 -1.124688267310901324e+01 -1.041696232526602728e+01 -3.387161874638887582e+01 -2.264375513345511592e+01 -4.852719815899746436e+00 -1.015047493566180492e+01 -1.060235219165461729e+01 -1.448198117403853757e+01 -5.568273924981070877e+00 -1.388809788462393158e+01 -8.208946463384066305e+00 -1.055552506649401323e+01 -1.112058469702706986e+01 -2.549159279019875157e+00 -6.624768132564412326e+00 -1.201159391762062967e+01 -1.422997019674969010e+01 -2.570004039326848044e+01 -2.388055720635560419e+01 -9.587758555114874071e+00 -9.930259340504576926e+00 -2.164436745166112530e+01 -7.069588814026317891e+00 -2.615789322383392346e+00 -1.522380068403451503e+01 -5.701864067379958101e+00 -1.492832237067283074e+01 -1.172405825758497144e+01 -1.497770066252205368e+01 -8.530207811726612022e+00 -2.603541866131216409e+01 -1.594128409530151202e+01 -1.189530555128308720e+01 -1.405205470787561239e+01 -1.148348660787904407e+01 -9.822291622791965438e+00 -5.630397779634236599e+00 -1.803515674892931031e+01 -1.537977602590254378e+01 -8.707045499513583309e+00 -9.473787507626212800e+00 -1.081033916651298910e+01 -1.368596655020088804e+01 -9.391296923887381354e+00 -1.281260834363973800e+01 -1.589819831242093073e+01 -6.091199674869599789e+00 -1.011680271092406258e+01 -4.742811589590822052e+00 --1.734709787277211035e-01 -1.140131134197406482e+01 -5.230835828676219990e+00 -5.999541642234603955e+00 -1.404822640166320014e+01 -8.365326918375899368e+00 -1.781712502233459361e+01 -1.521470900412576555e+01 -1.278662357304979480e+01 -5.718899889271554571e+00 -1.024716009639482195e+01 -1.276078963877515093e+01 -6.775050963306867402e+00 -1.031163649607260879e+01 -1.091248235368409780e+01 -9.759036788981205746e+00 -5.741274575165945748e+00 -9.654344904797298454e+00 -6.471058919096449813e+00 -9.126867361082489083e+00 -1.543346362597142729e+01 -8.792256271323068972e+00 -2.365757951345216270e+01 -3.650398946760816443e+00 -1.226107516937921105e+01 -2.151610659108290236e+01 -1.677663559461704779e+01 -8.433617811668540298e+00 -6.612522105230652869e+00 -2.261499751250141799e+01 -1.079073169795800879e+01 -9.101505886992782735e+00 -5.229700764592038809e+00 -1.021417768454112718e+01 -1.963489452428315474e+01 -9.684422854179189244e+00 -2.262440001659985001e+01 -1.070606274895506260e+01 -1.411988926088758944e+01 -1.327056487726585488e+01 -2.928515254526416811e+00 -1.735585214946333110e+01 -9.207583668694553580e+00 -1.200814148483763688e+01 -1.235300391546105914e+01 -1.250468223318235061e+01 -8.795364772863720759e+00 -6.514660636623034407e+00 -3.836929860614489485e+00 -6.156332550406787618e+00 -5.373023196513528887e+00 -9.891367824391792851e+00 -3.881373790758239295e+00 -1.027866220873919190e+01 -3.710016313570113766e+01 -6.129930531876283339e+00 -1.114197168357665646e+01 -9.825779285486987646e+00 -1.503468319141668985e+01 -1.643639873511868643e+01 -5.870092304904858338e+00 -4.876513226925567324e+00 -1.199161231097679092e+01 -2.742537359548549603e+01 -2.743855196611727365e+01 -1.819311429718209183e+01 -2.603541866131216409e+01 -5.336843970847766627e-01 -5.171996017406883084e+00 -2.144888256483385192e+01 -3.998817969111584603e+00 -1.207998729085387879e+01 -1.241036550511242353e+01 -1.016584777195494382e+01 -5.700917786313240754e+00 -1.507711633844286325e+01 -1.634647301566782573e+01 -8.049789734383480777e+00 -1.088249387401427271e+01 -6.412803270858702831e+00 -1.070003201744867738e+01 -9.556036899569988918e+00 -1.448198117403853757e+01 -1.392319326068349028e+01 -9.690729385927838280e+00 -3.036215984092081044e-01 -1.362343953105026628e+01 -8.131292583376449556e+00 -2.228908599905386723e+01 -1.949956262641210003e+01 -6.464955329789802363e+00 -5.583686117175389541e+00 -7.440562643782257624e+00 -1.416854490826688107e+01 -1.246361034210764274e+01 -7.477788854654818351e+00 -1.522380068403451503e+01 -1.522380068403451503e+01 -1.485506046583057582e+01 -1.522380068403451503e+01 -7.856272396050343332e-01 -6.985327526670189968e+00 -1.612413585149245421e+01 -1.195045780029228411e+01 -1.389690948428143713e+01 -7.024952297670111534e+00 -1.054481244589197786e+01 -3.387161874638887582e+01 -9.308163835445498080e+00 -8.346819795656116980e+00 -6.920350808553862976e+00 -6.421732661522582930e+00 -1.595292937801332300e+00 --9.275659116346304245e-01 -1.325532151020127003e+01 -1.613646771624824794e+01 -1.344891168826323735e+01 -1.409296036357571325e+01 -6.813203166047316017e+00 -1.214747796889051301e+01 -9.329576880234910163e+00 -9.186419023727495414e+00 -1.433711643184707896e+01 -9.581136840329662618e+00 -1.641757290150724202e+01 -6.218810025424772903e+00 -1.050049810789462867e+01 -9.357825579329301036e+00 -9.060023623246522106e+00 -1.192372106266920184e+01 -1.182748077769863926e+01 -1.442891992454555350e+01 -1.870325270846285548e+01 -7.598597846182968851e+00 -6.552046824080321130e+00 -3.052959898334164279e+01 -1.120908335808512390e+01 -1.117099781098272615e+01 -1.459045585330558481e+01 -7.932135223612093000e+00 -2.605588822166586738e+01 -1.379203249876277937e+01 -1.622708895662724160e+01 -9.560204001595295153e+00 -1.720093512524063328e+01 -1.598082253159269328e+01 -8.961314984773736114e+00 -9.791977101308447118e+00 -2.006608804083880671e+01 -1.071074780023788264e+01 -1.437415327909896234e+01 -2.190438507652805811e+01 -1.530015226675732265e+01 -1.327640096553618321e+01 -1.835704545623511308e+01 -1.367085227659559621e+01 -1.010818693945034852e+01 -7.246270725273404878e+00 -1.372796503721281169e+01 -2.005141037514655977e+01 -1.114197168357665646e+01 -5.246099940607763301e+00 -1.291772107855605611e+01 -1.894431392697880767e+01 -4.836412203882431982e+00 -7.717769188219946841e+00 -1.139660306347175833e+01 -1.107309835087683325e+01 -5.864212643317273432e+00 -1.178237930870912464e+01 -1.115900258410223955e+01 -1.012204848596174145e+01 -4.097294465584099044e+00 -2.489636933833428145e+01 -8.444434603673812489e+00 -1.559807300843615963e+01 -2.533198148037669739e+00 -9.543903093704784624e+00 -1.252571032509885640e+01 -6.293977592081944294e+00 -1.056646658412795148e+01 -2.246703366847404482e+01 -9.819491313553115219e+00 -1.100482672292733355e+01 -1.978283763570176745e+01 -4.981995041122786461e+00 -9.215672353806354522e+00 -1.281827182488790129e+01 -1.035429211220260015e+01 -2.261499751250141799e+01 -1.689735861766371272e+01 -8.708980095813046773e+00 -1.713159354119692068e+01 -1.877620385749840182e+01 -1.324980086151001046e+01 -7.259853759562759024e+00 -8.142816479388628181e+00 -1.045276513889274383e+01 -6.538849943265688580e+00 -7.301430403766431709e+00 -1.043600702324313545e+01 -7.954180588156276599e+00 -1.222829543569335442e+01 -8.278999385531633948e+00 -1.464710240291708487e+01 -1.523422962217716758e+01 -1.302889078019477154e+01 -1.991482518698707338e+01 -3.881373790758239295e+00 -1.418254167666007959e+01 -2.196246920159838112e+01 -1.245550511548105987e+01 -1.714070044686634731e+01 -6.859796098962974042e+00 -1.651723822170940537e+01 -1.333866477793387162e+01 -1.444416900373654755e+01 -8.341813982242584302e+00 -9.646226855434022696e+00 -4.151441257099662607e+00 -3.723750535479553037e+00 -1.371069152473680219e+01 -1.027118560642065859e+01 -9.484089053299427974e+00 -1.258294461841489920e+01 -9.256024731266592198e+00 -1.286971554257247874e+01 -6.920350808553862976e+00 -9.740978954858675820e+00 -1.130904894244136472e+01 -4.947646859673085373e+00 -1.106694731224405359e+01 -1.283322859089457779e+01 -1.046983022816917241e+01 -2.928515254526416811e+00 -3.346458197279090996e+01 -1.259899552494195518e+01 -1.038326404499524358e+01 -9.133538954918023478e+00 -2.257948878938948667e+01 -1.768872502887998621e+01 -5.701864067379958101e+00 -1.182748077769863926e+01 -1.157061926549663156e+01 -3.402284113436792268e+00 -6.238434025981945297e+00 -1.370679742608508889e+01 -1.170417294769364958e+01 -5.701864067379958101e+00 -1.933871440888333382e+01 -4.453970623480302038e+00 -2.190762713003790907e+01 -1.372058222228695001e+01 -4.558881064625694535e+00 -9.859469749516321713e+00 -1.209301281472217227e+01 -6.255062287666731891e+00 -1.835563634804269384e+01 -1.070003201744867738e+01 -1.226935801318032304e+01 -7.445275349041480695e+00 -1.623803721321058902e+01 -1.550307274575830263e+01 -1.641800717903461759e+01 -1.386876998553213980e+01 -1.919977621210577468e+01 -1.310300788521256266e+01 -4.324683507126920290e+00 -1.231562329699991665e+01 -1.434743972455639494e+01 -6.746043066985166092e+00 -1.581252677067476498e+01 -4.732355898220461654e+00 -5.353909315870467367e+00 -1.182215103179728999e+01 -7.771244788468351317e+00 -1.155512747386389094e+01 -6.530851056529101584e+00 -8.574574632175270494e+00 -9.477237274948450363e+00 -1.325268136718169387e+01 -1.384654887908297383e+01 -2.419823233975634480e+00 -1.628649676115136913e+01 -1.316567760412544885e+01 -9.491079763435919858e+00 -1.456107997511517738e+01 -1.653124824797524184e+01 -1.744980688463057561e+01 -1.483124218285144025e+01 -1.339627293797163077e+01 -1.905248181723567313e+01 -1.142357002273966771e+01 -3.798987517557819160e+00 -1.866802446997367326e+01 -3.578195382102933308e-01 -9.344045283781767353e+00 -6.324620572904379401e+00 -1.285513191638325736e+01 -5.950414147472869786e+00 -1.438324736546928762e+01 -7.698363772662801807e+00 -1.419395466565157449e+01 -1.542166545313794757e+01 -6.102601840717056803e+00 -1.367559692610352329e+01 -1.988808227573561282e+01 -1.094830700631351306e+01 -3.991580912213976262e+00 -1.330864971634284188e+01 -1.780728774319950958e+01 -1.097342843455062678e+01 -7.012869168013097010e+00 -1.593190200461513939e+01 -3.168458703483196359e+00 -1.015889222808016257e+01 -1.057784355651142505e+01 -8.506501445976539344e+00 -1.893814497764161331e+01 -1.129045045689167637e+01 -1.417048104424259236e+01 -1.395122522091703843e+01 -5.688004652092843116e+00 -1.103471910765337327e+01 -3.945326009679916979e+00 -9.966244003242266558e+00 -1.308758162172011907e+01 -1.510978014926362789e+01 -6.542172748288550110e+00 -1.419112440080438375e+01 -1.803515674892931031e+01 -7.637322405803772085e+00 -3.387161874638887582e+01 -1.118255417529661599e+01 -1.602252662785789994e+01 -1.993801937461701357e+01 -1.266699901661127114e+00 -1.400988787876072195e+01 -2.155749555140951657e+01 -1.108691603975722728e+01 -5.555208028076677351e+00 -8.567777810187877208e+00 -5.781830134374686736e+00 -1.920989387966805850e+00 -1.105040537965003011e+01 -9.417719485669636015e+00 -4.109687670778789936e+01 -2.504460476950106340e+01 -1.621292629769507698e+01 -1.440017559021175941e+01 -2.219840524066611920e+00 -4.797496813607409649e+00 -1.834232092482751852e+01 -3.387161874638887582e+01 -7.431717699468890714e+00 -1.084156008653111769e+01 -1.314523653597979092e+01 -2.964880353752917586e+00 -1.847847112443885464e+01 -7.172877377285615808e+00 -5.966305490055077598e+00 -1.146862207287330193e+01 -9.934261187365109436e+00 -1.433467048767420238e+01 -2.063925470184845778e+01 -1.540287352631399642e+01 -1.543801693568406108e+01 -6.019282376116947830e+00 -8.610626919136493029e+00 -1.742435290715340557e+01 -1.615046341050636158e+01 -1.149003841809391702e+01 -5.277176035388620789e+00 -9.701858664889300599e+00 -5.836159919516987316e+00 -2.115387213155749180e+01 -8.544280249352866008e+00 -7.256655434727264264e+00 -1.142777042002467169e+01 -8.848913605982758668e+00 -1.416020786377168861e+01 -1.395130478895062254e+01 -1.663309443754707218e+01 -5.065310797997852887e+00 -1.333457758549198502e+01 -7.115104985542487270e+00 -1.361432041608287591e+01 -1.726827358487484787e+01 -3.381237823479750659e+00 -1.142879358114798549e+01 -1.659671679997595106e+01 -9.694354093962701313e+00 -1.151719576655011679e+01 -1.364667707987001677e+01 -1.088493723120291179e+01 -2.094850397199535053e+01 -1.438077848080111210e+01 -2.008338887225376368e+01 -1.067448600977755291e+01 -9.685109696194814433e+00 -1.143650690837067430e+01 -5.956714742075590152e+00 -1.735386023458950433e+01 -1.807244825386898412e+01 -1.172795000143979394e+01 -9.230459688037072397e+00 -1.317683024527438818e+01 -2.228908599905386723e+01 -9.744226456743732001e+00 -1.257844360127127459e+01 -1.269745807198731313e+01 -1.352424869169546184e+01 -1.210750433240465895e+01 -5.243868925440168027e+00 -9.394376706365477503e+00 -8.524516815880915033e+00 -2.302584865119384006e+01 -1.038487760798123816e+01 -1.521568459042308064e+01 -7.362856995012037942e+00 -1.239701197382002817e+01 -6.267911161640142836e+00 -2.702103990564481251e+01 -2.551210882512272349e+01 -3.057457970426527538e+01 -1.248166270803091038e+01 -2.303133546414242971e+01 -7.838772039996584340e+00 -8.272251666865614084e+00 -5.000037924080530161e+00 -8.054621496503671096e+00 -1.523084668476960246e+01 -1.348317288958958216e+01 -1.157407348863142715e+01 -2.973359427290915846e+00 -7.246270725273404878e+00 -3.798987517557819160e+00 -9.007051776617387873e+00 -7.831778315096158849e+00 -7.259628814270939756e+00 -3.088969693702736663e+00 -2.091436879319918773e+01 -9.760022506534824061e+00 -5.913225406050017341e+00 -1.132866874505610610e+01 -6.414234665034840077e+00 -1.142879358114798549e+01 -1.268443787535858291e+01 -1.266869151409929373e+01 -7.891511475355329708e+00 -7.136851741265857640e+00 -1.664090197106351354e+01 -1.565217086759764697e+01 -1.122308274025955654e+01 -1.138762968726605607e+01 -8.040604341482435302e+00 -4.105000081347284890e+00 -9.487386960496507982e+00 -1.234035942589569856e+01 -1.235915680585456755e+01 -9.022776647254715954e+00 -1.016664300829782519e+01 -1.062589978106467470e+01 -9.613589624709774739e+00 -9.559276258069971277e+00 -7.522771794895490416e+00 -1.854432501175006109e+01 -1.060510555671588406e+01 -1.120243434411894157e+01 -8.605972995966695294e+00 -1.106467431529110002e+01 -1.696444048000968507e+01 -2.743855196611727365e+01 -5.266437414049235599e+00 -1.274257827349794070e+01 -2.743855196611727365e+01 -3.888575513978366871e+00 -1.333454111342773274e+01 -1.735391432485886298e+01 -2.439703119334103576e+01 -7.635421687076387798e+00 -9.512892717596088232e+00 -1.479450141126969243e+01 -2.054393528933735524e+01 -6.817710439432559610e+00 -6.801472939852530430e+00 -5.728230368451349364e+00 -7.638628172273413952e+00 -8.069844267850811548e+00 -1.530941002096558634e+01 -7.888749729938638211e+00 -5.460722761871551256e+00 -1.722873894158810515e+01 -1.368038312969098058e+01 -1.076082146450285393e+01 -7.101162996436386265e+00 -1.544989871187335950e+01 -1.030353242441435668e+01 -1.328188083949677889e+01 -8.156743420290808899e+00 -1.881051969689528391e+01 -1.537977602590254378e+01 -1.420715364052473717e+01 -1.093610661779621296e+01 -6.547211594300904380e+00 -1.184514199867793138e+01 -8.889912434204333636e+00 -5.626363969268737719e+00 -1.072076823751088170e+01 -1.760789801168148472e+01 -1.523141624341329248e+01 -1.224738603243437751e+01 -3.707317291239291990e+00 -1.373118477843630103e+01 -1.090325212374747821e+01 -1.216612974665686409e+01 -6.839686540371801016e+00 -8.808230889221334792e+00 -6.192085411869669542e+00 -1.031772810605444590e+01 -3.723750535479553037e+00 -7.125144173526557267e+00 -2.605588822166586738e+01 -1.845633016771803625e+01 -1.106389544677638526e+01 -2.178561333732861272e+01 -6.821872124370031543e+00 -7.840070743108526585e+00 -1.464954131978423391e+01 -1.026429279291963326e+01 -9.915065264172994830e+00 -1.031163649607260879e+01 -2.098926571502144611e+01 -1.342480442061925316e+01 -4.364765006848287499e+00 -8.816794608745567530e+00 -4.540912933316249678e+00 -8.683025410465447180e+00 -5.781830134374686736e+00 -5.107728018784840174e+00 -2.696768732456077089e+01 -1.257578853214202752e+01 -6.189768304141352928e+00 -2.546670144834477867e+01 -7.117918105599656542e+00 -1.376029600489444249e+01 -2.035282187355382177e+01 -9.636984388628391685e+00 -1.814865574207678378e+01 -3.549401607420463733e+00 -3.387161874638887582e+01 -4.730521542864067897e-01 -2.430444588250739457e+01 -1.485630499868408094e+01 -2.523659701010407730e+01 -7.813650156917148593e+00 -1.446389707998228857e+01 -1.893937780579474861e+01 -6.784019914247053862e+00 -1.287810993744012933e+01 -1.001042497373940421e+01 -1.207990945336007371e+01 -6.015913557956892532e+00 -1.221609424314584658e+01 -1.458359450096912724e+01 -1.332976202285934164e+01 -9.222054047584691716e+00 -6.446704327091183018e+00 -3.406746474481647624e+01 -7.310877411973933704e+00 -8.887884639499887385e+00 -1.424458922640977221e+01 -8.548527551057858886e+00 -1.619029387850348201e+01 -9.718304462753124540e+00 -5.202259026834397559e+00 -6.614486920976673900e+00 -5.008736896290457707e+00 -1.166786269925140118e+01 -2.507058535124404841e+01 -1.352938316250023831e+01 -1.052067783283969504e+01 -9.760218532292768145e-01 -1.292075081314966667e+01 -8.515292407772534489e+00 -5.889037190742286043e+00 -6.738621352478460835e+00 -3.049887320084593512e+00 -1.237859153463928408e+01 -1.625496277735696538e+01 -5.552758123641780230e+00 -1.567901549300371755e+01 -8.902716118221732700e+00 -6.501288683097357080e+00 -1.369598909957750266e+01 -1.355712886217219193e+01 -1.524880671986308300e+01 -2.060119436980799890e+01 -1.037617394883922373e+01 -2.251357094513329571e+01 -8.254184448780037542e+00 -7.601757234856350465e+00 -5.604044249235400343e+00 -7.965381691512504858e+00 -1.085321917630133726e+01 -6.949223890766774048e+00 -1.420354328333748128e+01 -1.958754107356118368e+01 -1.265937737080041359e+01 -1.603412195103609861e+01 -5.384970810049942713e+00 -4.933266606297010526e+00 -5.008736896290457707e+00 -1.472588792009018732e+01 -1.217638262148265937e+01 -6.638750083405852820e+00 -1.050140363001268895e+01 -1.224615889191677809e+01 -9.688268105646585582e+00 -1.316360696129623875e+01 -5.122455033594249585e+00 -9.669642871826553687e+00 -1.013243445842239510e+01 -8.092263855856032251e+00 -5.367414304209013665e+00 -7.069444178220855690e+00 -1.515762792871692000e+01 -1.494984633682625486e+01 -1.004573752201410741e+01 -1.957083777974027328e+01 -1.060731525676247600e+01 -1.235474075126225557e+01 -8.274593085701937412e+00 -9.131174302634477158e+00 -1.216677291399642513e+01 -1.785717664207865596e+00 -1.667113706089503467e+01 -6.283482362237862162e+00 -9.962204371786327783e+00 -1.420715364052473717e+01 -1.837510421373478664e+01 -1.274592618664827626e+01 -8.555641609594161423e+00 -1.294559020176777153e+01 -7.267239917304451069e+00 -6.526045960594274220e+00 -8.503593736740313602e+00 -6.251188261271309443e+00 -9.186751038494520571e+00 -9.066447210571197957e+00 -6.926119599379980230e+00 -8.267117146667800398e+00 -3.561456857657699970e+01 -1.854766984267517671e+01 -7.460163329149580136e+00 -2.497861438018530578e+01 -9.954700316330701071e+00 -1.670422269072420818e+01 -9.794586115916175117e+00 -5.630397779634236599e+00 -7.867481513486950462e+00 -1.141731308842088310e+01 -9.722638346364121276e+00 -1.136318704201028140e+01 -2.213672827706807311e+01 -9.923354808728163334e+00 -3.104644279516942618e+01 -1.255397983403480566e+01 -1.046983022816917241e+01 -7.467268750900331042e+00 -2.373989656103144341e+01 -1.730877896374167335e+01 -1.203713071957275815e+01 -1.062589978106467470e+01 -1.222650630147906270e+01 -1.423784133947579278e+01 -8.946857128524811742e+00 -1.928991779121975014e+01 -1.304609143118072723e+01 -1.352424869169546184e+01 -1.740067507038159533e+01 -6.828575424708091646e+00 -2.031380773752975699e+01 -3.546064256415078830e+00 -7.584373921555766174e+00 -9.159248892254382213e+00 -1.168770346917459335e+01 -1.146057543400213774e+01 -1.669926748562905061e+01 -3.876031328324089031e+00 -1.295239324946564352e+01 -1.171224785107376931e+01 -1.557991384070585639e+01 -1.868487434509671630e+01 -1.492973511021068589e+01 -2.251357094513329571e+01 -1.564523131307642245e+01 -7.187671491110862121e+00 -1.176120405737275121e+01 -8.845963559947136901e+00 -1.393125118018950559e+01 -8.094127869485035376e+00 -1.468604642560814000e+01 -1.475218423120611533e+01 -1.333866477793387162e+01 -3.662260075250792113e+00 -1.884132390737501339e+01 -6.263467277193896621e+00 -1.104031057518457715e+01 -4.320534064278618303e+00 -8.306912898714514881e+00 -8.120490099072100065e+00 -6.198820712298825697e+00 -1.740546364399547485e+01 -1.366409574117085413e+01 -1.055945305920002397e+01 -7.340142698001884014e+00 -1.042122784798490898e+01 -1.320503083530358879e+01 -1.245523036032311381e+01 -3.498648019487347938e+00 -5.452464743889642307e+00 -1.849205135241449227e+01 -1.772931724250125285e+01 -1.677680451803298922e+01 -5.643397438066543259e+00 -1.112944464738333750e+01 -1.031163649607260879e+01 -1.321953557488018305e+01 -1.115071778395483193e+01 -8.599757747763149496e+00 -1.005181132899465979e+01 -1.000288902142986558e+01 -1.159612330484189613e+01 -1.502133545200945264e+01 -2.567825075305634641e+00 -1.589511391659223705e+01 -1.498902578606376323e+01 -1.267032879396103340e+01 -7.954614226261526255e+00 -1.071667997507478276e+01 -6.350324842917729029e+00 -1.977480253215919959e+01 -1.355282135254174136e+01 -1.005975056478027341e+01 -1.234534914889677282e+01 -1.439694314950102694e+01 -2.078147903608680735e+00 -1.244238936023216979e+01 -7.647166958512556789e+00 -1.040669110055827673e+01 -9.060023623246522106e+00 -2.211995969795435713e+01 -1.152958768615650342e+01 -1.991209640503205947e+01 -1.459542361440030334e+01 -8.125808020032110335e+00 -7.541323422394484055e+00 -1.046174296711139107e+01 -1.313521210404444162e+01 -1.271510016208942773e+01 -2.067106769265159016e+01 -1.638828424980341936e+01 -1.259141516880008282e+01 -8.345276030705761627e+00 -2.042115142671920580e+01 -2.040796202061616782e+01 -1.293511972042915659e+01 -7.078160511132153943e+00 -8.817225273156452658e+00 -6.459266671628455470e+00 -2.975646143080705031e+01 -8.686873119333327509e+00 -1.331593172896197075e+01 -1.116483989831307611e+01 -9.037916097040294972e+00 -1.158142106053745124e+01 -8.332986758459981047e+00 -1.177068938199022341e+01 -1.598968064943909440e+01 -2.103229334350466218e+01 -1.397147315915044885e+01 -1.903993940364024695e+01 -1.587598943512777794e+01 -9.709786063564564529e+00 -7.228056394541823693e+00 -4.938183699635075641e+00 -7.847223991622286121e+00 -1.605889427328195040e+01 -1.497770066252205368e+01 -1.938390518496889570e+01 -5.000037924080530161e+00 -1.893814497764161331e+01 -8.146629449129264344e+00 -5.547738680176735215e+00 -4.725203473493962747e+00 -1.425603232703788592e+01 -1.230313299776885572e+01 -2.302584865119384006e+01 -1.936246119768301810e+01 -1.037774510960112195e+01 -8.864925397420151398e+00 -1.152857504404251188e+01 -1.182116013824830247e+01 -2.190438507652805811e+01 -2.190438507652805811e+01 -1.988569242626553546e+01 -1.157981026191576746e+01 -1.541292381079499307e+01 -5.792467715730197142e+00 -8.596043969950102337e+00 -5.051294441876393648e+00 -1.091209445057079108e+01 -1.218892758573637991e+01 -5.475206234364023317e+00 -6.876715833621219076e+00 -1.078404879523206716e+01 -1.056359382905660027e+01 -1.122410428128293347e+01 -1.406970630016952839e+01 -7.172443215236398828e+00 -1.101646965908325626e+01 -6.218810025424772903e+00 -1.381303086741472441e+01 -8.460524980880009593e+00 -2.190762713003790907e+01 -1.442939596604541919e+01 -1.078642406356156869e+01 -8.018446954755390266e+00 -8.610108471420588216e+00 -8.230500024394061143e+00 -1.358257889981425137e+01 -3.875058802296990734e+00 -4.732355898220461654e+00 -2.031017526945508678e+01 -1.200122303311093219e+01 -9.476817100416425887e+00 -9.639697573851023549e+00 -7.823291125719762817e+00 -8.076261877317264748e+00 -9.614924842447479136e+00 -1.827980400545897055e+01 -1.985740954119862067e+01 -1.900788984360703182e+01 -1.491414925514835943e+01 -1.289269438274220647e+01 -1.833631998762716364e+01 -9.933704804786103182e+00 -1.578737232725906381e+01 -1.431345486566625880e+01 -8.392404073280417265e+00 -6.616815904209488508e+00 -1.992312810050229643e+01 -4.324683507126920290e+00 -9.465684180746066545e+00 -6.843629472574420447e+00 -1.657369794767963356e+01 -9.972836488918389364e+00 -9.427154066431043589e+00 -1.157407348863142715e+01 -1.462096844795954098e+01 -7.853798864254684986e+00 -1.312745208969839439e+01 -1.028648235292943980e+01 -1.276078963877515093e+01 -1.652542345128769341e+01 -1.005418837009044353e+01 -1.517182664838689732e+01 -6.403876773532616085e+00 -5.917568783847158898e+00 -3.387161874638887582e+01 -1.327056487726585488e+01 -1.330731066849078559e+01 -7.470628346036960465e+00 -1.407307838590165261e+01 -1.315127524133994541e+01 -1.461906287577663477e+01 -3.654407304660992395e+00 -1.761584199729455236e+01 -7.331415414622156845e+00 -1.352424869169546184e+01 -2.117233846035563261e+01 -7.268573579497640935e+00 -1.007805617127270637e+01 -1.929798254023214099e+01 -1.207950475289698034e+01 -9.098721152822577096e+00 -1.988808227573561282e+01 -1.762793637765643950e+01 -1.457995814583171068e+01 -5.701864067379958101e+00 -7.056261569507313425e+00 -2.023951079615623883e+01 -1.251830773428271470e+01 -1.244919955372076004e+01 -8.263252038826848889e+00 -2.004630552907559604e+01 -6.988318110216553691e+00 -1.158379367215592026e+01 -1.132899457955402056e+01 -1.199179478098895402e+01 -1.491601400538630173e+01 -1.092799930959070309e+01 -3.405735095653784583e+01 -6.961332676947719733e+00 -9.820241629195081146e+00 -8.687486514628730561e+00 -1.079716632387500397e+01 -5.231490385045560743e+00 -4.041848426788348547e+00 -1.091829660872259922e+01 -5.008736896290457707e+00 -1.070003201744867738e+01 -8.563926329589548914e+00 -1.374648158857129943e+01 -1.675791592688099740e+01 -1.078551847678048148e+01 -3.342913583541827904e+01 -1.133352142595622070e+01 -1.662112489352442424e+01 -1.004756246627647442e+01 -6.899374956075263299e+00 -6.596404599977702787e+00 -1.418468110240040403e+01 -1.189754590133762235e+01 -6.795461744058371778e+00 -3.387161874638887582e+01 -1.117028620643969816e+01 -8.241234281287532326e+00 -2.460225335355188747e+01 -1.085075581519548393e+01 -1.462076656329692526e+01 -7.492806076460936993e+00 -3.392068896858290827e+00 -4.052250197262253550e+00 -1.368596655020088804e+01 -1.059923266471821535e+01 -6.008535240188308535e+00 -1.225643143498680843e+01 -1.342361125816127299e+01 -2.877798869090783285e+01 -1.089934528674568526e+01 -1.214862004461966194e+01 -1.954040390940012628e+01 -1.654945654164738755e+01 -1.317924485126567902e+01 -1.102466390635586890e+01 -1.471340268377403504e+01 -1.112714239034252728e+01 -1.352424869169546184e+01 -2.498117286090901246e+01 -1.433711643184707896e+01 -1.051607425695334541e+01 -1.536472869918580386e+01 -1.541502216001961756e+01 -1.424929910705270686e+01 -1.595042255981084622e+01 -6.285232483173800233e+00 -4.957147538710117374e+00 -1.252737919025773294e+01 -1.470941438616948460e+01 -6.419595208690722643e+00 -1.173755112303562953e+01 -1.153685025135315811e+01 -9.056245406071255388e+00 -1.281268124780375217e+01 -9.707646353839379572e+00 -2.901619778683826212e+01 -9.463047615797421486e+00 -8.742632658635258736e+00 -7.795623752965866515e+00 -1.793999735569593668e+01 -2.405628039208195901e+00 -2.153908742733632664e+01 -3.448903386754267331e+00 -1.011494583157198690e+01 -1.535983750747247711e+01 -1.354167941860340818e+01 -1.023843805658796668e+01 -4.572034384753962399e+00 -2.239248839948815828e+01 -7.397577750315946332e+00 -8.260330356100766380e+00 -6.251188261271309443e+00 -1.411807542331246168e+01 -1.521452865345703742e+01 -1.040223871795878097e+01 -1.073477998065283145e+01 -7.579571297741310332e+00 -3.678080640973647064e+00 -9.155439190749817158e+00 -1.451424077577468097e+01 -1.114867775451227772e+01 -2.318046606135895615e+01 -1.579250975329937035e+01 -1.575119370196478030e+01 -7.965381691512504858e+00 -1.988808227573561282e+01 -4.011872345697256037e+00 -1.097450541280623781e+01 -1.288337803080480626e+01 -1.714160381744510175e+01 -1.960583333883177204e+01 -1.101898809929748779e+01 -1.322961862337220396e+01 -1.107706768630664840e+01 -6.024512553841503859e+00 -7.698220602198404094e+00 -6.384441319004437787e+00 -9.436087067801750550e+00 -1.123103545574868178e+01 -7.155608747739378828e+00 -5.435878446417603982e+00 -6.836404733467503547e+00 -6.027060096850746618e+00 -1.110635997118586715e+01 -1.057121837351721183e+01 -3.019968993623230347e+01 -9.236390192261197285e+00 -7.969421956523049744e+00 -1.273651486020885670e+01 -1.765161851304596041e+01 -1.125094448072178466e+01 -1.617409186946322563e+01 -1.863334733362943041e+01 -1.135410359982218154e+01 -1.997688453289788413e+01 -2.513568074196797397e+00 -1.263024732262843486e+01 -8.910661144084528473e+00 -4.498740278363456468e+00 -7.165659811175316918e+00 -1.648206183187431861e+01 -1.464954131978423391e+01 -8.646329616639732762e+00 -1.458148530195346382e+01 -1.119808134734800831e+01 -1.353448039881939735e+01 -1.778453997927796593e+01 -1.740966693083009886e+01 -6.560608414473023231e+00 -8.664900573771973313e+00 -7.159048298976856017e+00 -1.502070313580242100e+01 -1.044411046157665623e+01 -2.729542176117206509e+00 -5.253378773308412519e+00 -1.361432041608287591e+01 -9.900732273616881685e+00 -6.956842015646344635e+00 -1.064780628401305762e+01 -1.149591036405034572e+01 -1.147473757833994057e+01 -8.073050676030774753e+00 -1.826242282670314410e+01 -1.699971380305369451e+01 -1.766633468988742095e+01 -1.207990945336007371e+01 -1.072735907086375562e+01 -1.268587228805675693e+01 -1.110661829371412068e+01 -2.077478695124706576e+01 -9.547983705560170620e+00 -1.880187541926095207e+01 -1.863500551489318013e+01 -1.221834991661327763e+01 -1.276532714487163389e+01 -1.722637030675180370e+00 -8.525961104655991107e+00 -1.396038145038539824e+01 -1.848334828768997795e+01 -1.208551998459780918e+01 -1.003745062346499139e+01 -1.545073248015884815e+01 -6.375350891250363361e+00 -5.459566318642487204e+00 -1.437168643417491865e+01 -1.352145758979901302e+01 -1.138172385519004592e+01 -1.464954131978423391e+01 -1.271530380758059664e+01 -1.265150215093231623e+01 -8.274270994203902774e+00 -1.309677318506375343e+01 -5.838919987262144673e+00 -6.131394842407487999e+00 -1.202318739008572379e+01 -1.321464995451765390e+01 -5.625953514963370594e+00 -1.664837237583427054e+01 -3.881373790758239295e+00 -5.701864067379958101e+00 -2.871633020039115536e+01 -1.368249185882480390e+01 -1.969661424164459618e+01 -1.753369164697080862e+01 -9.552473801942866771e+00 -1.093416321325736362e+01 -2.798894428784227273e+01 -1.778453997927796593e+01 -1.993089847696126071e+00 -1.520961918589711104e+01 -7.053782154391853965e+00 -1.792403824641881727e+01 -1.075409832281310685e+01 -3.827131740423780570e+00 -1.203609068606645849e+01 -1.748805492995262512e+01 -3.387161874638887582e+01 -1.124651840329759978e+01 -8.691332714518935632e+00 -1.908512680331794797e+01 -1.893814497764161331e+01 -2.032238777853979173e+01 -1.148805081300861275e+01 -1.492985498184673077e+01 -7.803066382113954091e+00 -3.031388224300869183e+00 -1.168316589893848345e+01 -1.070003201744867738e+01 -1.279031156579641504e+01 -1.195221061271581675e+01 -1.131160091826171765e+01 -1.172680345361429488e+01 -1.522201094914680652e+01 -1.230830885945729847e+01 -6.300519743721551436e+00 -3.881373790758239295e+00 -1.273393447765280939e+01 -4.589286652855435023e+00 -7.751603267039428147e+00 -6.838914370816652877e+00 -1.039545128978078026e+01 -1.964327060695941896e+01 -1.084791370195864602e+01 -1.231853391618061266e+01 -1.619769824214949949e+01 -1.174425711172916920e+01 -8.650761010173980026e+00 -1.322061113296472001e+01 -1.792175625132516359e+01 -2.964880353752917586e+00 -1.475218423120611533e+01 -1.194731073327754700e+01 -3.369666359194484073e+01 -2.299069118468875672e+01 -1.368596655020088804e+01 -2.388055720635560419e+01 -7.509266062175655065e+00 -8.195979175163799368e+00 -3.346458197279090996e+01 -5.559534888458429691e+00 -1.363657905586025265e+01 -7.893343056627756482e+00 -2.743855196611727365e+01 -1.495035464175774109e+01 -8.887072178166306458e+00 -7.456389252523507594e+00 -1.685382970512782208e+01 -1.064532469775588197e+01 -1.576696908755326376e+01 -1.040874329372685736e+01 -1.896956186751052087e+01 -7.152816778290883803e+00 -1.335352332920862750e+01 -2.080596917770125742e+01 -1.118730665506221555e+01 -5.974415161029241972e+00 -6.037404712286729591e+00 -2.128621535474572113e+01 -9.912997932548407221e+00 -9.273939958253009763e+00 -1.246120249615543685e+01 -1.242733653020039242e+01 -8.218951233445238813e+00 -1.815608669654081098e+01 -8.626568505357056438e+00 -2.605588822166586738e+01 -1.618775107468020735e+01 -2.114583459649250585e+01 -2.388055720635560419e+01 -2.560581266827972513e+01 -6.746490598591122989e+00 -2.087104848919237554e+01 -1.330365621642437191e+01 -1.190085348062262938e+01 -1.300574777265299531e+01 -9.159084533039390408e+00 -9.992868762011852368e+00 -1.420665053122989718e+01 -1.271510016208942773e+01 -1.000523692159102040e+01 -2.134516710508992787e+01 -1.507550641967065985e+01 -9.401906553488686313e+00 -1.449743650355411262e+01 -1.307383066699621565e+01 -1.109990057760715843e+01 -2.340041820547074281e+01 -1.188902041104704210e+01 -1.171968668097406407e+01 -2.063378582037807973e+01 -1.269341867427139903e+01 -7.000340328836813342e+00 -1.339749012121801286e+01 -1.492832237067283074e+01 -1.274502826882201134e+01 -1.451442510775935091e+01 -4.938183699635075641e+00 -1.003929090828107462e+01 -4.478463304754114915e+00 -9.538159779285621198e+00 -1.041993599759423716e+01 -1.417275981674531238e+01 -1.018171361154300314e+01 -9.152958564784995588e+00 -1.819824614875521718e+01 -1.595504153867075559e+01 -6.414234665034840077e+00 -1.387584149531730304e+01 -5.438220182506228184e+00 -8.873844543866624690e+00 -6.024989121363518052e+00 -1.368596655020088804e+01 -2.743855196611727365e+01 -1.532576704665635248e+01 -2.314920086513218678e+01 -1.074315007318747917e+01 -9.043648146280403921e+00 -6.218810025424772903e+00 -6.251188261271309443e+00 -7.558173439292602325e+00 -1.973916602066540804e+01 -1.368596655020088804e+01 -2.039309040971085096e+01 -8.683025410465447180e+00 -1.438939582200268319e+01 -6.943265642666546000e+00 -6.931431284029613948e+00 -7.161190795753199723e+00 -7.863672952466657762e+00 -1.433711643184707896e+01 -2.227416988334509540e+01 -1.490915628926019565e+01 -3.805371101640233178e+00 -5.505592238123455218e+00 -1.978273921878938779e+01 -1.352986318412482092e+01 -1.281975941989132650e+01 -1.126395621769785294e+01 -8.489767641864503389e+00 -8.239777082492736326e+00 -1.560558972722061810e+01 -2.012047603171990318e+01 -7.685088051430000178e+00 -8.365326918375899368e+00 -9.517816525482160728e+00 -8.751395528525719669e+00 -1.469957314251719538e+01 -3.599685721554180873e+00 -1.638837605935026431e+01 -1.978283763570176745e+01 -8.260330356100766380e+00 -8.916195065256374619e+00 -1.945529696241311512e+01 -2.190720756699244021e+01 -1.032439806897635037e+01 -1.800286913346435824e+01 -9.377118255743496888e+00 -1.137501082432443411e+01 -1.227691548784628139e+01 -3.387161874638887582e+01 -1.670371654299935926e+01 -1.809993600078868781e+01 -1.032411047307381580e+01 -6.156332550406787618e+00 -8.204399984711017169e+00 -1.012348291404910583e+01 -1.473777505321096726e+01 -6.532994371952256074e+00 -1.714070044686634731e+01 -7.055619369920549389e+00 -1.438943900907618456e+01 -9.408962999439424379e+00 -1.926556517766132970e+01 -5.420316540839024810e+00 -1.522380068403451503e+01 -9.034359464324637656e+00 -9.812526224031884681e+00 -4.859545872178131276e+00 -7.786809955551291296e+00 -1.112648070771450648e+01 -1.528390144468517065e+01 -1.259818576541132984e+01 -1.204341223689044682e+01 -1.625976893992049099e+01 -6.815048274214483115e+00 -9.416789314804390187e+00 -4.360618374272107189e+00 -9.892182076595645412e+00 -1.207702805647804212e+01 -1.067686823896860915e+01 -1.305948151018492354e+01 -1.730877896374167335e+01 -7.649733060498761006e+00 -8.012634838234674817e+00 -1.491977503651473569e+01 -1.513091730412716629e+01 -1.727234516563883915e+01 -1.884061065803348356e+01 -3.766568030344556917e+01 -9.022606301230354120e+00 -1.777527705137805469e+01 -1.652624375728808559e+01 -1.243443080644709653e+01 -5.695962663327961195e+00 -5.853939774769997939e+00 -7.373003690507758279e+00 -8.824726229560170054e+00 -1.010288020190390057e+01 -3.717565686205801967e+00 -1.377665400703725140e+01 -1.140435380291893352e+01 -1.278559070797533082e+01 -6.371689332183777310e+00 -1.830091317777937832e+01 -2.774519951168663567e+01 -1.128772519732576995e+01 -8.675188612342694228e+00 -5.575180346885943550e+00 -1.098414069483813194e+01 -4.077552019190619603e+00 -1.354355259809314305e+01 -1.445977860771951384e+01 -1.188152109593363548e+01 -2.179900798759717873e+01 -7.486454139946374653e+00 -8.677163377784935960e+00 -8.855521591960922478e+00 -2.152055569020573955e+01 -5.247562881529248102e+00 -1.900884558212608511e+01 -9.745472479167858637e+00 -1.950216383068422488e+01 -1.310972408655004529e+01 -5.168228679628967370e+00 -1.903476237177481778e+01 -8.739004747828218456e+00 -1.082074021185660229e+01 -1.652542345128769341e+01 -1.099307920337963651e+01 -6.749460952829039684e+00 -6.510981633529183910e+00 -1.500796774097997854e+01 -1.001287375591388695e+01 -5.624957468213096945e+00 -8.173551301646156730e+00 -1.468947233219951443e+01 -1.257370676701850698e+01 -1.452062569020333171e+01 -1.249031889780118831e+01 -1.021112862963370560e+01 -6.010799867020679699e+00 -1.264889082660086217e+01 -6.531663527810181336e+00 -8.368935621212912679e+00 -4.663065669624657517e+00 -1.871291989958642432e+01 -1.216707630884828006e+01 -5.580865982948481019e+00 -1.057151824184889222e+01 -9.645246781215107035e+00 -6.735666422478288951e+00 -1.032941217674331824e+01 -1.267955844178820257e+01 -5.435878446417603982e+00 -2.190438507652805811e+01 -9.125212416593186049e+00 -1.102991528372587027e+01 -1.589511391659223705e+01 -5.794683754189051683e+00 -2.729114926884467707e+01 -6.850782022956721562e+00 -1.505776213799158825e+01 -1.666400302871728911e+01 -3.612718563533860561e+00 -9.977854127004988527e+00 -6.814475088630686628e+00 -1.545979561477136599e+01 -2.504460476950106340e+01 -2.312471460558002434e+01 -5.701864067379958101e+00 -1.002451396336995515e+01 -2.605588822166586738e+01 -1.676088408555342824e+01 -1.017464548624300846e+01 -1.174912004186778347e+01 -7.101884876729656071e+00 -2.023645990343896983e+01 -2.015515779484904613e+01 -5.386762648292346967e+00 -1.198733312552894859e+01 -6.315010308997344168e+00 -5.730972666380282021e+00 -1.446377029707267070e+01 -1.327056487726585488e+01 -3.387161874638887582e+01 -8.423310827866558270e+00 -1.445169576993198746e+01 -1.337171324530368111e+01 -2.849466672208961882e+00 -1.159372920529460771e+01 -6.692709595984325688e+00 -1.217117057225900112e+01 -8.555239437295782068e+00 -1.722800789742913707e+01 -1.359023577551120354e+01 -5.202604007608087500e+00 -7.116692833927402262e+00 -1.018433112318490430e+01 -1.222572243936701852e+01 -1.099249690296994686e+01 -1.764452589373452440e+01 -9.973793020888152228e+00 -6.370032199410445628e+00 -1.484766677995602890e+01 -7.953893176460425707e+00 -1.565025401934056504e+01 -8.699801116446337801e+00 -1.199368492678850373e+01 -6.918445338678509415e+00 -6.616461905131785670e+00 -1.061271078353502162e+01 -1.185182059159468793e+01 -1.560462370011403266e+01 -3.574690648026134454e+00 -4.701051546462849728e+00 -1.470739760436551080e+01 -7.133983974497610347e+00 -4.575272794820378408e+00 -9.038512865836395349e+00 -1.160429503385516625e+01 -3.671793646006136669e+00 -9.638678639268064785e+00 -1.066051697523707276e+01 -4.508075141172000144e+00 -1.982051825099844677e+01 -1.286348501351889695e+01 -1.117971891908513271e+01 -8.499886927151763416e+00 -1.129979408641207783e+01 -1.241767125599270116e+01 -4.912824959492922972e+00 -1.355040195252036028e+01 -1.129304585308578623e+01 -7.716838768109852253e+00 -1.812307127763560288e+01 -1.356427511861687663e+01 -1.195982129767645574e+01 -4.873366980038085217e+00 -6.344956603403346662e+00 -1.452877368315996875e+01 -9.416928332647501065e+00 -8.365326918375899368e+00 -3.184841539831209900e+01 -5.839262199081503013e+00 -9.459067370497024285e+00 -2.298326587025066203e+01 -1.275330553240247866e+01 -1.959572232443814244e+01 -1.060437011506498095e+01 -1.222970026787041320e+01 -3.598051788627373071e+00 -1.855262338206213713e+01 -1.648538709736442343e+01 -1.510930280245564461e+01 -1.193313240017143073e+01 -1.040160721035456959e+01 -1.275565541248143120e+01 -1.102854917185304373e+01 -1.310629931662789716e+01 -1.318480590351305182e+01 -1.264861562134677797e+01 -5.529548702529226034e+00 -1.070003201744867738e+01 -5.244184223380514709e+00 -2.090816396362608032e+01 -9.749945396780717033e+00 -3.387161874638887582e+01 -4.247986090495217582e+00 -3.810942474005059921e+00 -1.500118555716200319e+01 -1.272925304795647605e+01 -8.345773547966786055e+00 -6.218810025424772903e+00 -8.473749209927902371e+00 -6.987577544653163386e+00 -6.256098517332290498e+00 -5.309892579172554861e+00 -1.075709313195038419e+01 -5.501986644559067940e+00 -7.584943188275403259e+00 -1.490816519882609725e+01 -7.803066382113954091e+00 -8.386187679609264478e+00 -9.018134277782792196e+00 -9.486099943978459237e+00 -1.949855021919803733e+01 -5.939666750301199727e+00 -2.172732947110316104e+01 -1.193588973341300630e+01 -3.553810619733303611e+01 -1.062589978106467470e+01 -1.059520419564357496e+01 -6.553925715348000836e+00 -1.535761655613748644e+01 -1.608024331090183523e+01 -3.255441360706129217e+00 -8.453699697643585864e+00 -7.446674227718702355e+00 -3.387161874638887582e+01 -1.002602050913183973e+01 -1.047575959743009832e+01 -1.458265016150532745e+01 -1.067839509385133567e+01 -2.877798869090783285e+01 -1.386862859666372572e+01 -1.010880658886419781e+01 -6.012393946895571162e+00 -1.345023680980955305e+01 -1.890623389064080584e+01 -1.062102535807095194e+01 -8.640254395187767500e+00 -9.227867246427109649e+00 -1.948489005950619912e+01 -1.932970698181591729e+00 -2.159526726996722346e+01 -1.636225742581659404e+01 -9.529556415146615223e+00 -1.878350680900508962e+01 -8.270919855229820428e+00 -2.819440183710155168e+01 -1.817113768628139781e+01 -1.647348249424844369e+01 -2.605588822166586738e+01 -6.904247855240555509e+00 -9.480199098516550293e+00 -9.904182503303701424e+00 -1.533152062825935502e+01 -1.325527811114299936e+01 -4.770818839778456777e+00 -2.176042382365434946e+01 -1.261062072031072034e+01 -1.207086628276266538e+01 -4.287986318327355661e+00 -1.741723196791821238e+01 -5.126340211585855400e+00 -3.295076765196751012e+01 -1.903603832326669476e+01 -1.167072247208848523e+01 -1.036889839680998193e+01 -9.284949702714285991e+00 -8.235146171039417595e+00 -1.826242282670314410e+01 -1.455839088784158264e+01 -7.972577499160564685e+00 -1.472462242105098085e+01 -1.656402221573002009e+01 -9.738433392950256007e+00 -6.337216648284694998e+00 -5.297082930307695392e+00 -9.417490295411823809e+00 -1.854943921320271727e+01 -1.910155799465732684e+01 -1.637734602151296315e+01 -8.427334751675289226e+00 -6.258346608754308704e+00 -1.287727933492489285e+01 -1.527729843144868482e+01 -5.970995725244080177e+00 -1.103828712275969792e+01 -1.721121919551592327e+01 -2.582869563271370339e+01 -1.220868337672868620e+01 -2.026107740756299336e+01 -9.184363622077071909e+00 -2.190438507652805811e+01 -1.003744858984197208e+01 -1.905997731998681388e+01 -6.428591611342753254e+00 -6.218810025424772903e+00 -8.260352371135724070e+00 -1.662177636340682341e+01 -2.555663220162678329e+00 -1.237567665031866682e+01 -1.893814497764161331e+01 -1.663162636885070356e+01 -1.743168984715714487e+01 -3.416385321315118517e+00 -9.150848376050049637e+00 -1.363096495894804150e+01 -9.257752977064782840e+00 -8.441381377436414368e+00 -1.093787457231391613e+01 -1.167016954029816134e+01 -8.202311076682804014e+00 -5.915622729526688772e+00 -8.889448161718021879e+00 -2.412782450921703514e+01 -1.062102535807095194e+01 -1.149591036405034572e+01 -8.699009189023385602e+00 -1.142879358114798549e+01 -9.520875258877694591e+00 -1.591165387505786555e+01 -3.158160052675758322e+01 -8.888101530291777408e+00 -1.324455117787684344e+01 -1.086332036858919992e+01 -1.769556275046009830e+01 -3.464175696368442914e+00 -1.199929379449396549e+01 -9.463047615797421486e+00 -8.964315879266379739e+00 -6.817462779651194182e+00 -1.340538999035581469e+01 -1.499970633238618234e+01 -1.488250804726160936e+01 -5.302458287048779084e+00 -2.351429333557568668e+01 -6.420099164659632152e+00 -5.326227418966723803e+00 -1.133533377326288871e+01 -5.855292344039241925e+00 -9.316840357841030595e+00 -1.291747137146361979e+01 -1.196653294754609931e+01 -1.563294893990151024e+01 -1.659891514430013615e+01 -1.379380924945489539e+01 -9.997448118211593737e+00 -1.287602883347486227e+01 -6.646651587508074499e+00 -1.369837209782825482e+01 -1.552101896005942194e+01 -4.938183699635075641e+00 -9.441315775122063769e+00 -6.912269858439032078e+00 -2.256225973808088270e+01 -6.471238664260468454e+00 -7.448867047451074086e+00 -8.041551920112681273e+00 -1.863500551489318013e+01 -2.028080464725329080e+01 -1.384654887908297383e+01 -4.009564490522066649e+00 -6.414234665034840077e+00 -8.709660400921322321e+00 -5.135910515543812949e+00 -8.967039947797218247e+00 -1.452362234690700404e+01 -7.340929997681044483e+00 -1.060334668136496816e+01 -2.246020307654345061e+01 -5.870469948560156581e+00 -1.285123079851611294e+01 -1.067855142371003296e+01 -6.635173742212217007e+00 -9.859592582647039194e+00 -4.740983645957342674e+00 -1.134123896184051716e+01 -1.310701619288124675e+01 -9.287860285747342459e+00 -1.952985549900411399e+00 -1.131009903566203434e+01 -1.823454545861117992e+01 -1.053079832140871019e+01 -5.737301990369843452e+00 -6.798834257573673767e+00 -2.144097281301561964e+01 -5.486073069836393756e+00 -1.369928987493386785e+01 -1.248808136641319777e+01 -5.726262992304583577e+00 -2.211759152056146149e+00 -7.221407422542995391e+00 -1.709651564962958048e+01 -1.690560223108678883e+01 -1.504189221658641884e+01 -4.617863823312589489e+00 -7.867328384791065332e+00 -1.040277119293178032e+01 -9.733929937472240113e+00 -8.365326918375899368e+00 -1.545531664910963343e+01 -1.470015942857598645e+01 -8.923396387500915239e+00 -1.738024162004364825e+00 -7.566157852895329938e+00 -7.084504855382917299e+00 -1.882837129574598123e+01 -1.177906384783139515e+01 -8.545636753532818375e+00 -1.730877896374167335e+01 -1.314523653597979092e+01 -3.372217148110465246e+00 -8.686504654920810253e+00 -1.176899198172186800e+01 -2.242314175484787597e+01 -2.034474218511022059e+00 -2.584586607727190710e+01 -1.618783913671943253e+01 -5.705185873969966792e+00 -1.118579476113835369e+01 -1.327106403934183732e+01 -7.246270725273404878e+00 -8.531874438518485704e+00 -1.469114841853688347e+01 -2.548509190401252056e+01 -1.176792247302175554e+01 --6.916851153046081890e-01 -1.769720987552037172e+01 -7.938099992932194482e+00 -2.721704266097522407e+01 -1.048458251943613107e+01 -1.362345224040994651e+01 -5.040911619643182462e+00 -1.170354618654660328e+01 -1.115959025915114466e+01 -1.435073119146632337e+01 -1.351270624919074237e+01 -1.252110257071785782e+01 -1.526968763189540823e+01 -1.755371889612879954e+01 -8.572384048619426267e+00 -8.446388440171645584e+00 -1.117572646717903240e+01 -1.494872361051548637e+01 -8.834052619038672560e+00 -1.312115027881783647e+01 -2.030634106581649689e+01 -2.090816396362608032e+01 -1.837749922968319538e+01 --3.015393388159210986e+00 -9.453971180922238204e+00 -2.026028348502384802e+01 -8.047741352082326216e+00 -2.128075088837802298e+01 -1.690560223108678883e+01 -3.049887320084593512e+00 -2.546670144834477867e+01 -2.312471460558002434e+01 -8.734186377822325653e+00 -9.369554880524177065e+00 -1.304609143118072723e+01 -6.001887841749095287e+00 -6.281096889965411378e+00 -1.023016646670308205e+01 -1.722637030675180370e+00 -1.305437712782396886e+01 -1.539612209638971763e+01 -1.303360919137354301e+01 -1.527011540772274145e+01 -1.926911954325639442e+01 -1.090934974425026383e+01 -8.357468138296681559e+00 -7.043107103604285157e+00 -2.015515779484904613e+01 -1.112007236399836074e+01 -1.021336671168600674e+01 -7.887263095572436100e+00 -4.983607042574490720e+00 -9.775887281571968401e+00 -6.145274004310124383e+00 -3.668729706453262907e+00 -1.467157895545420843e+01 -1.540754960180922239e+01 -4.623876888310846311e+00 -1.492832237067283074e+01 -1.554114727802503637e+01 -1.592869264995033518e+01 -4.445080443024764350e+00 -2.605588822166586738e+01 -1.474676222340791298e+01 -9.587782126868987120e+00 -2.066056532665521672e+01 -1.437415327909896234e+01 -5.253378773308412519e+00 -1.285822324146192841e+01 -1.361432041608287591e+01 -2.784721121796565058e+00 -1.265374585139304031e+01 -2.051483347670077251e+01 -8.189594892893211409e+00 -7.963652590699055622e+00 -1.355430083888816739e+01 -5.122814837694861012e+00 -1.072396708937779408e+01 -8.430032660696994640e+00 -4.109687670778789936e+01 -5.701864067379958101e+00 -1.200246330804432660e+01 -1.172500939137799492e+01 -3.372945050072715389e+00 -9.002834865090960648e+00 -1.909305364488434975e+01 -2.982018781248123673e+01 -1.521240286518343510e+01 -5.136299220822394318e+00 -5.059132004783265302e+00 -5.928823043064028298e+00 -1.755358661328624237e+01 -9.279054710017447860e+00 -1.769788765395219343e+00 -1.014269511675639990e+01 -1.219907647644933490e+01 -1.042512897551115714e+01 -2.985411254561479666e+01 -1.405406896804682049e+01 -3.680352641603548136e+00 -2.282922433287691888e+01 -7.037128866236315616e+00 -1.543180494625377719e+01 -9.007708060772344538e+00 -1.340604144035167167e+01 -1.464073917723787588e+01 -1.860125318704891129e+01 -5.591886608776562184e+00 -6.638593127584528020e+00 -6.103042878369961954e+00 -6.623897472996574720e+00 -1.970136056639817923e+01 -1.438576552952554266e+01 -1.920989387966805850e+00 -1.429758383131688504e+01 -1.805941921456913235e+01 -1.555578522789747353e+01 -7.972597430150528908e+00 -1.410801059917734790e+01 -1.180630952288747437e+01 -9.760218532292768145e-01 -6.298186236340072242e+00 -1.026825696435258806e+01 -1.677941917008254791e+01 -3.387161874638887582e+01 -1.095089397731554470e+01 -1.481629344087725997e+01 -9.363485979679538218e+00 -7.721534234812821751e+00 -2.112584456301578939e+01 -1.156651244610064566e+01 -8.105543942787463152e+00 -1.500668413877070861e+01 -1.511089426355438547e+01 -9.159763803524882064e+00 -4.092182762858179501e+00 -1.477507763845351008e+01 -3.654407304660992395e+00 -1.643930470959787726e+01 -7.101162996436386265e+00 -8.097716952299023774e+00 -1.644856236262957339e+01 -1.585150423578230061e+01 -1.199197523128361809e+01 -7.221645541859885498e+00 -1.271510016208942773e+01 -1.707293198634292253e+01 -1.319735060619822775e+01 -9.422863325399561063e+00 -2.103220784504109986e+01 -1.276061861625963445e+01 -7.736462463129413436e+00 -1.007778568084398785e+01 -1.281635964709465725e+01 -9.745062076908467930e+00 -1.042122784798490898e+01 -9.168670037041167120e+00 -1.622708895662724160e+01 -1.065429730944381959e+01 -8.981849478170758516e+00 -8.782336476824511351e+00 -1.048601472705142612e+01 -9.600258738233250710e+00 -1.531769889878766833e+01 -9.873046745522003675e+00 -1.368880293788647862e+01 -6.482052447703239295e+00 -2.546670144834477867e+01 -1.860001309314770879e+01 -1.896557176196036210e+01 -1.025644859916599216e+01 -8.237794783344000393e+00 -1.120011007050879925e+01 -1.731675265468729208e+01 -9.939750169099809796e+00 -2.474852102438559598e+01 -1.655742561282242775e+01 -1.839877406938965976e+01 -1.503847224169156505e+01 -1.396665757139325592e+01 -1.214477500507865670e+01 -1.439875371011827099e+01 -1.135951462624893793e+01 -3.387161874638887582e+01 -2.119604703354954722e+01 -1.716156887315202084e+01 -9.628711313384727077e+00 -1.042233452848176967e+01 -1.464954131978423391e+01 -2.094999583809075716e+01 -1.067110230823001871e+01 -5.601826281836466137e+00 -1.577434457850016258e+01 -3.387161874638887582e+01 -1.906113937502503575e+01 -1.220740116456428836e+01 -1.134373154173553644e+01 -5.467143308795101575e+00 -1.783815475983763577e+01 -1.636900738087037155e+01 -2.308347736956359597e+01 -1.410636650675998283e+01 -1.574486317751390629e+01 -4.303900286302422273e-01 -1.237122936335258316e+01 -8.190686976425794796e+00 -7.931189680838997447e+00 -1.063426184242445061e+01 -1.562940116191265361e+01 -9.579575176712396001e+00 -1.968477548512910857e+01 -1.720480019916733738e+01 -1.425338065517306063e+01 -1.509331626588527797e+01 -2.305095192180708352e+01 -6.072540167521268017e+00 -2.097584922941808827e+01 -6.207957276504785682e+00 -1.318224110732705867e+01 -1.290318776370207843e+01 -3.207776830642450250e+01 -1.010184434682369670e+01 -2.433654428760003441e+01 -6.023949626332807838e+00 -6.525694149499031482e+00 -3.558863631536006267e+00 -6.479395845301525014e+00 -6.570260424334520621e+00 -9.777991655946337346e+00 -5.630397779634236599e+00 -2.033016417350977179e+01 -4.927358600880097583e+00 -1.211039567259069827e+01 -1.566734479585468875e+01 -1.215311055751672598e+01 -2.696768732456077089e+01 -1.753121761761785535e+01 -4.797192910964426460e+00 -1.785164761862812099e+01 -9.078410696411609138e+00 -1.101646965908325626e+01 -1.152371295729238909e+01 -7.564805949767233528e+00 -1.142879358114798549e+01 -1.477120195551492543e+01 -1.117897846200753520e+01 -1.296994720711624893e+01 -5.384970810049942713e+00 -6.468795553202539850e+00 -5.179948545966269080e+00 -1.200819136577844404e+01 -3.266866960455736546e+01 -1.419161532577395235e+01 -1.497770066252205368e+01 -1.522380068403451503e+01 -6.053723772672341852e+00 -9.427212491703130581e+00 -1.348671505715881835e+01 -5.353127740493121678e+00 -1.537522395430733013e+01 -1.388092686310453416e+01 -1.538584950475245705e+01 -1.134267654980705231e+01 -1.352152712984464245e+01 -1.474417308805804794e+01 -5.783569807276975894e+00 -3.235254811872280811e+00 -4.901674869147740310e+00 -8.398460333995586780e+00 -1.212062870497852884e+01 -1.174055001853714941e+01 -1.768225642354052241e+01 -3.387161874638887582e+01 -1.031163649607260879e+01 -7.530143266052405693e+00 -3.387161874638887582e+01 -1.883934646547808711e+01 -1.839429809688036244e+01 -6.156300367816669450e+00 -1.642297729535874851e+01 -1.254045075049694447e+01 -1.264861562134677797e+01 -2.619864105270123389e+01 -1.428558587328113560e+01 -1.208115065703422886e+01 -1.283993771290400332e+01 -1.074038489490369130e+01 -1.119072663947022761e+01 -1.204146761061223003e+01 -1.458755779025140953e+01 -1.345259373135694148e+01 -1.061365821668728415e+01 -1.365243136661933931e+01 -1.621110741084649476e+01 -1.475218423120611533e+01 -8.935684936470281059e+00 -1.429338375637253478e+01 -7.192620093837831519e+00 -1.067839008337990947e+01 -5.159179226493783688e+00 -1.070003201744867738e+01 -1.959527126579145317e+01 -6.787966365490731846e+00 -9.181761355419396864e+00 -1.846995936425466311e+01 -7.793288581256405223e+00 -8.569648244499830980e+00 -9.394943898099811008e+00 -1.142090194031152350e+01 -1.103430491142970027e+01 -1.536460150534854563e+01 -1.657727674924535677e+01 -1.660062762057386010e+01 -1.202318739008572379e+01 -4.095142273831427815e+00 -1.802301677563899318e+01 -2.139990456606194869e+01 -7.234913381781339581e+00 -2.858816658594662385e+00 -2.152055569020573955e+01 -1.574435318337235401e+01 -7.291907347017584584e+00 -2.042143595031828340e+01 -7.122938128582163131e+00 -1.019745592108937160e+01 -5.890276594371627539e+00 -7.174667415503748202e+00 -9.914995404759451958e+00 -1.880691510865936777e+01 -1.191513347420445257e+01 -1.872322514132989113e+01 -1.869538854625504598e+01 -1.034821926750554155e+01 -6.099247912197029109e+00 -8.936893299365280541e+00 -1.240632142633235446e+01 -1.687252954450275411e+01 -9.307117969197122420e+00 -1.662721747662634186e+01 -1.035347780833166098e+01 -7.017446817192151798e+00 -9.368413372046106247e+00 -9.822842865536770773e+00 -2.140217180423269383e+01 -1.250931507038610846e+01 -1.033298337531365974e+01 -1.686760108888903176e+01 -1.707949791115920846e+01 -1.569578905396011237e+01 -7.965381691512504858e+00 -1.433711643184707896e+01 -8.835284080875013046e+00 -1.329126672424604294e+01 -1.497770066252205368e+01 -6.217721548143401833e+00 -6.317061280084487862e+00 -1.214099580467180317e+01 -1.906113937502503575e+01 -1.109137076285421131e+01 -1.638960444641760716e+01 -7.942092791437460164e+00 -2.815238528126869255e+00 -1.312654131841368610e+01 -4.929610891784633964e+00 -1.129610796528848482e+01 -2.793170921549400987e+01 -7.330341211797133383e+00 -1.182116013824830247e+01 -9.077580745716616661e+00 -7.979302474633044540e+00 -1.097842675693287617e+01 -1.062929403625417990e+01 -1.351582172260394543e+01 -8.522118385644162686e+00 -6.872521637444592102e+00 -1.117411513335132156e+01 -1.302280595169391120e+01 -3.881373790758239295e+00 -8.770867982068793367e+00 -1.226496314502396956e+01 -6.414234665034840077e+00 -2.107346829655413956e+01 -9.345338078941765048e+00 -1.549722032581183839e+01 -5.630397779634236599e+00 -5.750752211567743188e+00 -1.462388734127196699e+01 -1.129545470600091051e+01 -8.666483345060214560e+00 -6.194204892046144550e+00 -9.735952037739679099e+00 -1.802301677563899318e+01 -2.556866894209643704e+01 -1.261934093199782581e+01 -1.496822439595152332e+01 -1.229430906254468425e+01 -1.240704456437616443e+01 -1.420715364052473717e+01 -7.140883287122264278e+00 -1.059456638442591725e+01 -1.738024162004364825e+00 -7.544870353212274949e+00 -1.317477381807459835e+01 -1.802301677563899318e+01 -9.321063558691164985e+00 -7.914961653027958732e+00 -1.328129158499805840e+01 -9.858254700551739802e+00 -1.533926286291365670e+01 -2.039625227068469826e+01 -2.012079513265582875e+01 -1.354958363549825151e+01 -8.601782941023827789e-01 -5.579857181025914770e+00 -1.225566950884957862e+01 -1.152036656514123081e+01 -1.137940757474513020e+01 -1.416940877826826295e+01 -8.061275231121868501e+00 -9.427212491703130581e+00 -5.630397779634236599e+00 -5.720868723115060561e+00 -1.685468246085980581e+01 -6.459266671628455470e+00 -8.458954646486219531e+00 -1.088474579348273608e+01 -1.320871676294621011e+01 -1.527382757607200858e+01 -7.533926941213934469e+00 -1.330731066849078559e+01 -1.568214523476015643e+01 -2.478959827132483440e+01 -1.233364687716751007e+01 -2.354421329650116945e+01 -5.505858884369601469e+00 -1.271032538863255468e+01 -7.450218524408711573e+00 -1.885480321277461258e+01 -8.679741549062782724e+00 -3.387161874638887582e+01 -8.317923666531797267e+00 -1.153964082361895294e+01 -9.714991408449833443e+00 -5.223596646640388030e+00 -7.196013320146164460e+00 -6.654725304619773851e+00 -4.418819191564566040e+00 -8.423815349199756497e+00 -1.105256086419463202e+01 -1.846777630668719894e+01 -4.831864385018690200e+00 -1.276430055543450237e+01 -2.454871119732317197e+00 -3.387161874638887582e+01 -1.612653708955315324e+01 -1.432427388167145921e+01 -1.067175402186890665e+01 -1.382609813694666911e+01 -1.011680271092406258e+01 -1.207990945336007371e+01 -1.352424869169546184e+01 -8.316306393132521180e+00 -2.497590247364868787e+01 -6.219868311369495473e+00 -7.242180209721382766e+00 -9.828829992402745575e+00 -9.889948686222609808e+00 -6.872584606347317049e+00 -1.354730630471063080e+01 -3.249501110371947732e+01 -1.362928717897032982e+01 -1.304609143118072723e+01 -8.795364772863720759e+00 -2.987452143347866240e+00 -1.381230399760323735e+01 -1.424247544144641608e+01 -4.308179257915725202e+00 -1.556754549271376220e+01 -1.229135916949188356e+01 -5.215452920375199142e+00 -1.585961681909058996e+01 -2.698938472204943650e+00 -1.015190015502885501e+01 -6.593862379951730190e+00 -8.210770722202823890e+00 -5.364747813087276995e+00 -1.369092561915876161e+01 -1.303359885025948017e+01 -1.011440182915495711e+01 -1.402452281803907397e+01 -6.551911250243236395e+00 -1.296302002962937649e+01 -2.144051968322743562e+01 -1.182748077769863926e+01 -9.229188142472821710e+00 -8.970504044869286986e+00 -1.008217502352852080e+01 -1.000278951831282370e+01 -6.225165978063131433e+00 -1.395028531410159189e+01 -8.031304962500641409e+00 -9.620468677005874270e+00 -9.463047615797421486e+00 -2.190438507652805811e+01 -1.238543740714560215e+01 -2.047395657637814281e+01 -1.224107471486846066e+01 -1.617674493776841871e+01 -6.308174746224437968e+00 -1.491572695003947047e+01 -1.039502592125573699e+01 -9.669889879084038853e+00 -1.462993238743895574e+01 -1.280406608263537294e+01 -4.335375657500222246e+00 -5.643690257115764553e+00 -1.181586518916131467e+01 -1.500580819422584966e+01 -1.350036021316100232e+01 -1.152036656514123081e+01 -3.387161874638887582e+01 -2.173997279798011562e+01 -1.265504345186704427e+01 -1.015318853253963027e+01 -8.988467137235375048e+00 -2.449516728130899423e+01 -9.104703329186904170e+00 -9.215672353806354522e+00 -1.327238397649369972e+01 -1.179776386901617968e+01 -1.577327594892345530e+01 -1.398791729636991477e+01 -3.133005345255739371e+00 -2.228908599905386723e+01 -1.993801937461701357e+01 -1.065262105603484599e+01 -2.365333590163986344e+01 -5.460828822225778367e+00 -6.305995597745635450e+00 -9.226918035790248496e+00 -1.199133022665503745e+01 -1.990347408947603469e+01 -5.046730764280070503e+00 -1.493675627189519162e+01 -6.158018182053851319e+00 -2.560225384134457727e+01 -2.031933988861374019e+01 -4.041848426788348547e+00 -1.908167122096422474e+01 -1.795442706097334451e+01 -2.742196231971604448e+00 -1.715565728283696956e+01 -9.604171202973958543e+00 -5.999239730111881386e+00 -2.328985860023833254e+01 -2.265245650500659735e+00 -8.258543210549390778e+00 -1.082912900902533693e+01 -5.766048822123210016e+00 -9.462837390141373817e+00 -1.912959887125686009e+01 -1.335877681821018825e+01 -1.237132969151618056e+01 -7.885982318867391427e+00 -1.211217778768148179e+01 -6.057202762290970099e+00 -9.771299725860032481e+00 -4.972927682819488382e+00 -9.826304025586750868e+00 -1.317477381807459835e+01 -9.010136002559463009e+00 -3.271793019075097675e+01 -9.579078271732882399e+00 -1.170053617027174653e+01 -6.367384109022140137e+00 -5.468824675771855937e+00 -1.433711643184707896e+01 -1.756919344446355069e+01 -1.171224785107376931e+01 -1.465167618638137981e+01 -1.306599525347031943e+01 -8.246249234934808214e+00 -1.926911954325639442e+01 -8.091760328151337944e+00 -4.661344970845576086e+00 -7.332598301750579139e+00 -1.708455389555918202e+01 -1.441053130635869195e+01 -1.265504584602140881e+01 -1.170020896014678158e+01 -6.097780309254588360e+00 -6.198820712298825697e+00 -1.238570227225716280e+01 -1.275035620884683851e+01 -1.926911954325639442e+01 -8.795364772863720759e+00 -9.850647540421931581e+00 -1.386117952818378285e+01 -1.163786868499893501e+01 -1.602406890058639988e+01 -1.410789178499136653e+01 -1.340140476952784354e+01 -1.138256575515600844e+01 -1.103527211560866306e+01 -1.156167346238329685e+01 -7.007217410564891225e+00 -8.696521327660391876e+00 -1.131470578021753681e+01 -1.083529870200199241e+01 -1.550544153656458946e+01 -7.834280892048582245e+00 -6.839774794057618124e+00 -1.035891442705458587e+01 -6.520009638769295179e+00 -4.233447351660103664e+00 -1.211108271275122661e+00 -1.664981106971507074e+01 -1.365828698963345289e+01 -1.757164995454864709e+01 -1.433711643184707896e+01 -1.222169893381547467e+01 -1.142683554409447311e+01 -2.063925470184845778e+01 -1.644627308828854950e+01 -2.090816396362608032e+01 -4.893617936123987988e+00 -1.958688529221424801e+01 -6.920339478751714068e+00 -1.011569531684260426e+01 -6.793713202911789040e+00 -7.337814946151084428e+00 -1.681719508629211646e+01 -2.546670144834477867e+01 -1.365190964596823164e+01 -1.354263633030866743e+01 -1.215820219451295259e+01 -2.069235541116096044e+01 -5.701864067379958101e+00 -1.722800789742913707e+01 -7.207717445132743705e+00 -6.552981697800547067e+00 -1.561838016210798230e+01 -1.236808864975616018e+01 -1.973205292651535103e+01 -4.979936651458160668e+00 -7.633518286046438561e+00 -9.507116178342414514e+00 -8.650672260327709751e+00 -2.114201158917146017e+01 -1.424204461978601444e+01 -8.312424134917407059e+00 -1.039502592125573699e+01 -1.070083878423540114e+01 -2.659258650742729913e+01 -1.054702773534384619e+01 -2.506532250097014014e+01 -1.078762118392789660e+01 -2.266693264163185972e+01 -2.289171168133930223e+01 -2.209712647248295525e+01 -4.433260179276402368e+00 -2.933588190177887611e+01 -1.060822688549237114e+01 -9.024643922480038327e+00 -1.460810876242689460e+01 -7.495154281420717268e+00 -1.420715364052473717e+01 -1.317975359902681021e+01 -2.633101151085908498e+01 -1.755191031973049576e+01 -2.753596942107742507e+01 -4.625215277870893260e+00 -2.038070581427253103e+01 -1.788568840326945519e+01 -1.468000432368251040e+01 -1.417275981674531238e+01 -1.358257889981425137e+01 -1.820253585212512348e+01 -2.636774409511212980e+01 -1.681687767203271733e+01 -2.606313760716902550e+01 -5.441671406338258521e+00 -1.217348446813217322e+01 -1.504567005344334518e+01 -1.139130626579944305e+01 -8.636686439208659749e+00 -9.617925398844619167e+00 -2.108192365866065643e+01 -1.016962680478253844e+01 -1.368596655020088804e+01 -1.031577026869636882e+01 -4.250339647367553653e+00 -1.298221865200557090e+01 -1.546646477918115181e+01 -1.393095069598088287e+01 -9.569478240924595980e+00 -1.057784355651142505e+01 -9.864218685024198408e+00 -1.926911954325639442e+01 -1.291309522687542710e+01 -3.387161874638887582e+01 -1.299818753267612692e+01 -1.719450248861514297e+01 -1.155493812092059613e+01 -1.403736668137719334e+01 -1.242878995133179387e+01 -1.108048231744936629e+01 -1.265403857670304433e+01 -3.231711352160942852e+00 -1.844289611525613282e+01 -9.288404819738516949e+00 -8.328075327390237703e+00 -4.416841400718226396e+00 -6.713355948487247815e+00 -1.184471096622185371e+01 -2.667083821513871555e+01 -8.047115982615650864e+00 -3.450644734678107284e+00 -1.256507098175008252e+01 -1.165946517702299445e+01 -1.675463838427526753e+01 -2.047045823035969647e+01 -1.988932662943439311e+01 -1.106619767871720228e+01 -8.052198978531365015e+00 -9.636984388628391685e+00 -1.732846234412282627e+01 -1.088493723120291179e+01 -1.440647789677680635e+01 -9.406281336142484406e+00 -1.060087526956338877e+01 -1.422164702956015958e+01 -9.010659963122407135e-01 -1.492832237067283074e+01 -1.105096657965944473e+01 -9.356187966457383709e+00 -1.142170687044145438e+01 -4.836412203882431982e+00 -8.667197453104051874e+00 -7.369396581768214105e+00 -1.157407348863142715e+01 -9.803484832822576323e+00 -1.207950475289698034e+01 -1.395616903406278198e-01 -2.570495576382293734e+01 -2.341539781592373970e+00 -8.152676785430912787e+00 -1.755718108213042683e+01 -7.337521990779265479e+00 -6.397453670484608779e+00 -1.726766070337663450e+01 -1.254160586479214601e+01 -5.410583152728904111e+00 -1.221144573546246193e+01 -3.387161874638887582e+01 -1.294753089889033504e+01 -7.809169835217858235e+00 -1.139083709058820659e+01 -1.616750885304148255e+01 -1.786049728990926155e+01 -8.465025049441550209e+00 -1.840837394197218657e+01 -7.722929046622169835e+00 -1.607273024528660699e+01 -7.918536069075216233e+00 -1.151652390749399046e+01 -1.487354548504869456e+01 -1.134771583492984348e+01 -1.196101106913788215e+01 -5.926743743714311563e+00 -5.203874978845178134e+00 -6.765166988348866539e+00 -1.633647520954909282e+00 -9.802605116845739985e+00 -7.643553679503654052e+00 -1.898530148987833854e+01 -1.207990945336007371e+01 -2.589387585276998038e+01 -1.304609143118072723e+01 -1.302522743580895792e+01 -7.617370984326214511e+00 -2.261499751250141799e+01 -7.958764273993807592e+00 -1.137009075042831796e+01 -1.126572033403566309e+01 -1.318620804769646782e+01 -1.690560223108678883e+01 -1.182116013824830247e+01 -1.019836785987529026e+01 -1.133928308352592751e+01 -1.516811381691184124e+01 -1.594468888302282039e+01 -1.347856288988474205e+01 -1.583733789504401557e+01 -7.074583684417476093e+00 -1.789611846329094647e+01 -2.310113988577309385e+01 -1.394795636715493004e+01 -5.254665192063043833e+00 -1.132381368523992649e+01 -2.230018218300415356e+00 -1.502378390149753784e+01 -1.504856386695536230e+01 -1.913244237496509470e+01 -8.078317093185830799e+00 -3.412397198172527624e+00 -1.264889082660086217e+01 -7.566534511968441734e+00 -1.189449836584006448e+01 -8.171725278881169174e+00 -1.522380068403451503e+01 -8.409763420590223859e+00 -1.265374585139304031e+01 -6.072065442948144209e+00 -1.048031060009951432e+01 -1.221531241707425863e+01 -2.463223265522871941e+01 -1.092917287012807037e+01 -9.861928880030887967e+00 -1.911575823137872021e+01 -1.880346911142389388e+01 -1.760609167942919839e+01 -8.806411275228981594e+00 -4.753834298833041316e+00 -1.174541269803579269e+01 -9.905886618167187407e+00 -1.132457139965140414e+01 -7.820635447933483420e+00 -1.978283763570176745e+01 -6.073380341300520513e+00 -1.610965441769531026e+01 -7.917628522899420318e+00 -1.326128136796725698e+01 -9.328501327224699935e+00 -1.328577342587597343e+01 -1.400409698279631243e+01 -1.627025354793649115e+01 -9.357330480314928423e+00 -1.425150553671328169e+01 -8.472178803710235684e+00 -1.954925950409345603e+01 -1.652721071086534721e+01 -1.180424072194024632e+01 -6.374126832715674595e+00 -1.465602658427982874e+01 -1.422052548338396605e+01 -1.000610129513009383e+01 -4.844123892551323252e+00 -7.066321743535169730e+00 -9.508993756467134517e+00 -2.592214582265579281e+01 -4.345394492345562298e+00 -7.984537544401803189e+00 -1.522380068403451503e+01 -5.703189062945668297e+00 -6.439045178915051793e+00 -1.550860720132155279e+01 -1.306764552933384493e+01 -1.487220630700960555e+01 -7.640503338511365428e+00 -1.096877398673221649e+01 -1.310880879291974566e+01 -8.321405155912032114e+00 -1.039062192079957470e+01 -1.563551485044843048e+01 -1.522602612906388231e+01 -1.128772369367347039e+01 -7.965381691512504858e+00 -2.718932812936142795e+01 -8.486188475792957320e+00 -1.204294760111523743e+01 -1.119148863775419045e+01 -9.260323432051976056e+00 -7.637322405803772085e+00 -1.648262153485521253e+01 -7.232988139177649600e+00 -8.503502425431307188e+00 -7.005048796626070384e+00 -1.776392337949964428e+01 -7.000696910517817173e+00 -1.214317989568071710e+01 -1.714895777475766181e+01 -1.011440182915495711e+01 -2.754467472938793549e+01 -5.744607713336435495e+00 -1.089735947017460660e+01 -1.624704911144434050e+01 -2.739579511439006865e+01 -1.302791975464367624e+01 -5.099583412960527085e+00 -1.704702452489013353e+01 -1.175418652253954122e+01 -1.014130738545576094e+01 -5.352092018171603627e+00 -6.251188261271309443e+00 -1.000134723563995465e+01 -6.414278263791899803e+00 -9.215672353806354522e+00 -8.321398073351673474e+00 -8.533135376373408576e+00 -1.148271749127508201e+01 -1.037085959079409747e+01 -6.374167229392071476e+00 -9.595274800137772786e+00 -1.020310980803273537e+01 -1.946534746085393408e+01 -1.527971768910551020e+01 -8.490639194699397763e+00 -8.712875757933815635e+00 -1.468538490117249751e+01 -6.076569129898985011e+00 -1.471638336853526141e+01 -2.058941282131603145e+01 -7.273357105565295910e+00 -1.587203025148275515e+01 -1.318699182126252367e+01 -9.804077623372876360e+00 -1.231774914901923523e+01 -7.971113404052772466e+00 -1.528973478233803007e+01 -1.149798368338370835e+01 -1.572681055317215737e+01 -1.131760128920603847e+01 -1.963386320910633742e+01 -2.540213427853436201e+01 -1.850083649149308940e+01 -1.166541409665558149e+01 -1.831356249173396122e+00 -2.230004508141976771e+01 -1.065920090870149295e+01 -1.216324309204006227e+01 -1.447917997115968092e+01 -1.485014746851831546e+01 -1.748883864342562333e+01 -8.413915551982924512e+00 -1.566938775225197844e+01 -1.399732416527716339e+01 -2.179900798759717873e+01 -9.701204493729733258e+00 -2.504460476950106340e+01 -1.361432041608287591e+01 -1.917720964082677426e+01 -1.024310326640178914e+01 -3.057457970426527538e+01 -1.355430083888816739e+01 -1.232612832686248794e+01 -3.617024166951381403e+00 -1.749856857909733776e+01 -5.783569807276975894e+00 -1.883255449490721389e+01 -1.978283763570176745e+01 -1.194920532101765787e+01 -1.565324034803036568e+01 -6.446908763844334089e+00 -5.379165511490029417e+00 -1.103120044341139305e-01 -8.315286557822361146e+00 -2.312471460558002434e+01 -1.770025079036420834e+01 -1.781116515320752569e+01 -2.103220784504109986e+01 -1.628568204806484232e+01 -3.671249936857947205e+00 -6.435614724378268647e+00 -2.370538234555708357e+01 -2.631240342865164905e+01 -2.540213427853436201e+01 -8.607756729246347049e+00 -6.924495762511185148e+00 -1.108779512257302713e+01 -1.333091833050428932e+01 -9.209640831479291023e+00 -1.565007333298902381e+01 -6.335927603411832365e+00 -6.368434064019908192e+00 -1.722780798407018210e+01 -1.032510841004173585e+01 -3.387161874638887582e+01 -2.743855196611727365e+01 -8.365326918375899368e+00 -3.387161874638887582e+01 -1.453980737488664943e+01 -2.270234269108418346e+01 -1.322073753095112636e+01 -1.304609143118072723e+01 -1.334310572732664468e+01 -1.578047762660628450e+01 -2.813560307965545348e+00 -2.270234269108418346e+01 -7.340921111530334997e+00 -2.190438507652805811e+01 -6.324686691379127979e+00 -1.302535260650110160e+01 -9.006457673618726290e+00 -2.066056532665521672e+01 -1.984897944314722906e+01 -1.352424869169546184e+01 -7.156166047150946952e+00 -1.463683446924947873e+01 -1.199133022665503745e+01 -1.028396114927799943e+01 -2.152055569020573955e+01 -3.600870067400066432e+01 -8.007337851285242891e+00 -9.361109897560226045e+00 -1.779807377040644667e+01 -9.137530048839359154e+00 -6.255286389011232018e+00 -1.514564064229884366e+01 -1.149963970438871286e+01 -1.778546112075601116e+01 -2.272015162335640071e+01 -1.395358752755268483e+01 -7.739937024404909494e+00 -1.067127982847985379e+01 -1.243726610118871179e+01 -1.836911157817162632e+01 -2.822865933409715922e+00 -1.504312294728813981e+01 -1.470882539455799076e+01 -1.706359685481892541e+01 -7.847924895053793648e+00 -8.864925397420151398e+00 -1.606360190077074890e+01 -1.883934646547808711e+01 -7.528953269379883295e+00 -5.874787032863196146e+00 -2.367134577793565597e+01 -1.259818576541132984e+01 -2.397616916528413356e+01 -1.362706374219308714e+01 -1.122040606812085173e+01 -1.978821455088862535e+01 -3.387161874638887582e+01 -8.502956201562625438e+00 -1.475382470519308242e+01 -6.395742161620617594e+00 -1.051554436391612057e+01 -7.344990469578917214e+00 -1.454939469486377845e+01 -1.704091322850432277e+01 -2.417429343004002362e+00 -1.278745461462661126e+01 -8.666343456832493075e+00 -7.692090907157748347e+00 -2.291955256562054899e+01 -6.966789865120006198e+00 -1.628530020120474830e+01 -8.426241617022512287e+00 -1.153558443921679100e+01 -1.802301677563899318e+01 -7.863679444094330506e+00 -4.251592556440684234e+00 -1.671703403849915048e+01 -8.171725278881169174e+00 -2.418890835768503678e+01 -5.174882465375162610e+00 -2.406542579050481834e+01 -1.119931839405134610e+01 -9.093652625734435446e+00 -1.010162251489090579e+01 -9.753317676770890898e+00 -4.301136356874664557e+00 -7.363804739716599101e+00 -1.818557058207026955e+01 -5.366212459821099401e+00 -1.398437613066893448e+01 -1.005752892701543999e+01 -1.210875580837826249e+01 -8.104042997049347719e+00 -1.563216008371058763e+01 -1.018511504523287670e+01 -6.218810025424772903e+00 -2.210925591498508425e+01 -9.333746563629631510e+00 -1.292961631702777936e+01 -1.157815817117281654e+01 -1.142879358114798549e+01 -9.469288717274608302e+00 -1.342136890406995064e+01 -7.054851021391812083e+00 -4.702713667640225026e+00 -8.786961799465899503e+00 -1.284019600648838377e+01 -7.801369775113215610e+00 -9.244614148817561272e+00 -5.732519536113940717e+00 -1.555833126163761904e+00 -1.622708895662724160e+01 -1.121983026145045415e+01 -6.414234665034840077e+00 -2.156320137689898786e+01 -2.242314175484787597e+01 -3.387161874638887582e+01 -7.698071386908111435e+00 -2.114439475834188897e+00 -9.100031764490694286e+00 -5.271424728800042203e+00 -1.130142839342219929e+01 -8.329906065627938005e+00 -8.891430891240759138e-02 -1.210189546221343448e+01 -1.330731066849078559e+01 -1.249486901681835604e+01 -1.155600455680948357e+01 -7.453487594124652560e+00 -7.257564205646545474e+00 -1.515362426736547263e+01 -9.653783558937817588e+00 -1.656991951679515296e+01 -3.907118082561481742e+00 -1.384449839122879666e+01 -8.447017584152447967e+00 -1.256751105249765033e+01 -2.519750137363131159e+01 -1.972792292388817259e+01 -1.186944377735868272e+01 -8.204639110620561837e+00 -2.400366596950988196e+00 -2.540989974774886662e+01 -1.732721151357824851e+01 -5.980135270837791950e+00 -1.420512029096659035e+01 -6.335927603411832365e+00 -1.084823080671881712e+01 -7.826927842431288695e+00 -2.849975189479737026e+01 -7.539065906998388300e+00 -1.081740146603442554e+01 -1.651450789213588166e+01 -7.319248413323180102e+00 -1.015180353627232535e+01 -6.938717571004957563e+00 -1.108253353380867168e+01 -7.165659811175316918e+00 -1.161409360023201032e+01 -1.098778255117278491e+01 -1.159320835268822236e+01 -2.635364066397553984e+01 -7.301430403766431709e+00 -5.438627982650757531e+00 -1.306461979567535536e+01 -1.246041540540029757e+01 -1.417900614846807628e+01 -3.840413750956003014e+00 -1.046010385643627671e+01 -5.743545452745287605e+00 -1.769275229850642006e+01 -4.410443410943443610e+00 -3.578195382102933308e-01 -1.582577837290303080e+01 -7.163476689454711277e+00 -1.265902258630794108e+01 -1.142453536090835087e+01 -4.814620340608314564e+00 -1.210849587573653707e+01 -1.093846119744607392e+01 -1.206624612113269279e+01 -7.674245233541427069e+00 -1.182748077769863926e+01 -1.408568745728037186e+01 -1.200444361211326338e+01 -1.208115065703422886e+01 -1.806949590037750397e+01 -9.230447664971137556e+00 -2.875626362504725364e+00 -5.939132663425084502e+00 -1.046689973293003106e+01 -2.003860800794109309e+01 -7.915644127343028913e+00 -1.953631437097398305e+01 -1.046665873501451927e+01 -1.478373559033977358e+01 -1.551507504593868703e+01 -2.047691331001010440e+01 -1.219981237158586396e+01 -1.662799819202220419e+01 -8.638201414134059064e+00 -1.066163205476053122e+01 -6.924495762511185148e+00 -1.464202427116234162e+01 -6.692646681777972617e+00 -1.344935324959820377e+01 -1.111923365909312622e+01 -1.727836554278322012e+01 -9.797306441120355203e+00 -7.428251134260378308e+00 -1.102875633290844348e+01 -6.773514618800177800e+00 -1.596829473247427700e+01 -4.411383314050397075e+00 -1.841479449821063952e+01 -1.077852723927742318e+01 -1.499736744242370889e+01 -1.562198096152665983e+01 -7.256824391679757014e+00 -1.307154032136985222e+01 -6.565533776667763277e+00 -4.251592556440684234e+00 -1.059597459667655528e+01 -1.712552030401596426e+01 -1.640820694327136664e+01 -1.330731066849078559e+01 -1.183507350038544814e+01 -8.464856295391214758e+00 -1.431510525370154596e+01 -6.370125925732722294e+00 -1.705658611084655263e+01 -2.012514671416793988e+01 -1.100932175100587074e+01 -7.999977027659440409e+00 -1.329518105511483839e+01 -1.333010112034402539e+01 -6.687832302345924518e+00 -1.206636176490374623e+01 -1.365231259204941239e+01 -1.084983027058841287e+01 -5.821632622352410635e+00 -1.483222662853890483e+01 -8.022622918088245569e+00 -1.516672780599539294e+01 -1.043994713098302896e+01 -1.080618399471249802e+01 -4.896703407514621631e+00 -2.848447568476689185e+01 -3.258257194599653417e+01 -2.443969213645175387e+00 -1.497770066252205368e+01 -6.751092601245773039e+00 -5.392634218272576163e-01 -1.020667742142340728e+01 -3.057457970426527538e+01 -1.193313240017143073e+01 -1.513522335638364780e+01 -3.387161874638887582e+01 -7.291990731263197745e+00 -1.051980503765391006e+01 -1.670422269072420818e+01 -1.199929379449396549e+01 -1.710990052329961486e+01 -8.176957517907197825e+00 -1.148754434877933761e+01 -4.564442909058826103e+00 -1.199929379449396549e+01 -9.647211839711275161e+00 -1.042653088167934072e+01 -9.329635616944329968e+00 -7.062603077957518849e+00 -2.261499751250141799e+01 -8.523628694836908437e+00 -1.074297917779217926e+01 -1.800505819326147616e+01 -1.785699946263237337e+01 -5.333159148111874970e+00 -1.681128609639210936e+01 -8.101327233196386146e+00 -1.034695777231468128e+01 -9.103421548468844549e+00 -9.673170724864874614e+00 -2.240898293869483382e+01 -2.424726503626999374e-01 -1.035735701801812070e+01 -1.057784355651142505e+01 -1.956123027225174837e+00 -5.809651645020494470e+00 -1.098830514084536958e+01 -1.804848379269087388e+01 -1.633694915740136366e+01 -9.095005617672995868e+00 -1.863500551489318013e+01 -1.506543131268500701e+01 -1.211565516579811685e+01 -6.845390402896541104e+00 -1.667093004540762990e+01 -2.181368104585142476e+01 -1.416749779976753132e+01 -1.031163649607260879e+01 -1.079073169795800879e+01 -7.326364715378829828e+00 -3.771714055642789276e+00 -9.510060175466136911e+00 -1.236738218462454597e+01 -1.222829543569335442e+01 -1.208619827087944998e+01 -2.261499751250141799e+01 -5.701864067379958101e+00 -1.433448087081274025e+00 -1.927816295391684775e+01 -9.553570917741566859e+00 -1.037777738277377182e+01 -5.394679266957638220e+00 -1.157406492284620469e+01 -1.643411693194668999e+01 -1.945946924676634637e+01 -1.666403594648460285e+01 -1.753369164697080862e+01 -1.459045585330558481e+01 -7.977789017405399363e+00 -1.314730340808414155e+01 -1.929164174410198029e+01 -1.585063058897571864e+01 -7.161504279645711790e+00 -7.767214821864328655e+00 -1.356987029932192002e+01 -5.448430217022476540e+00 -1.933871440888333382e+01 -1.184410636686460805e+01 -1.086723393715431030e+01 -1.656144558742425943e+00 -1.922397997400378244e+01 -3.273704951284358344e+01 -1.129494904706582759e+01 -1.460892421553141673e+01 -7.824423733574917605e+00 -5.247543741630408931e+00 -9.218820390412105326e+00 -1.079716632387500397e+01 -1.492832237067283074e+01 -6.378186674599909622e+00 -1.623737637236131093e+01 -1.214805661579022455e+01 -2.027523008811471072e+00 -1.582787585900216243e+01 -1.157407348863142715e+01 -4.369329349283660235e+00 -8.613265510697388549e+00 -1.015634239815000228e+01 -9.240088787791208347e+00 -1.222575498308447095e+01 -1.411275235478164802e+01 -1.589511391659223705e+01 -2.774415496640099832e+01 -5.207867576027823020e+00 -1.158062771550912373e+01 -9.760218532292768145e-01 -1.346941651817270724e+01 -9.358831250269602720e+00 -1.566495354251824779e+01 -2.592907828869040543e+01 -1.168428970761047481e+01 -7.866981151301246200e+00 -1.481111700349586613e+01 -1.092521432344926779e+01 -3.104644279516942618e+01 -5.500687582910501305e+00 -6.381133255025929429e+00 -1.032403537962295559e+01 -8.986638315212573502e+00 -1.327056487726585488e+01 -2.206348345783888476e+01 -4.426731390636703622e+00 -1.640018116196297626e+01 -1.253941247392232583e+01 -1.237239929878364819e+01 -1.971154762813750949e+01 -9.868380760181409528e+00 -2.982018781248123673e+01 -8.345115816033356282e+00 -1.138872897688183627e+01 -1.395810812973752491e+01 -1.352152712984464245e+01 -7.564805949767233528e+00 -7.004144088491287334e+00 -2.272015162335640071e+01 -8.879206979248152720e+00 -6.950216597240839178e+00 -1.060975014453744336e+01 -1.128359144510156398e+01 -1.238737322306555200e+01 -5.838305401985820708e+00 -6.344956603403346662e+00 -2.257887241761011410e+00 -7.117630043154207442e+00 -1.558841250311276383e+01 -9.215672353806354522e+00 -1.121685510444463318e+01 -6.953173007734989142e+00 -8.697380530792543141e+00 -1.706897604791207357e+01 -1.369389319095141389e+01 -6.881263464220751302e+00 -8.787816796277923004e+00 -8.303207807433039989e+00 -1.012857804962236230e+01 -2.560225384134457727e+01 -1.145622286818891666e+01 -1.301897640445177728e+01 -1.337934469451175801e+01 -2.176042382365434946e+01 -1.284623478518841466e+01 -1.298221865200557090e+01 -1.014417035185269356e+01 -6.710918981856664800e+00 -2.683257451940673377e+01 -2.115387213155749180e+01 -9.683471947103100774e+00 -1.600293710987185136e+01 -1.606917242015954628e+01 -1.046259931328907555e+01 -2.332047811890049616e+01 -1.620960711345711047e+01 -1.212016260549913227e+01 -2.958828535732956766e+01 -1.559276497621590352e+01 -2.373989656103144341e+01 -7.799598406811256268e+00 -1.905114651442578122e+01 -1.108647982339910243e+01 -3.387161874638887582e+01 -1.079095817052882467e+01 -2.190148538454953098e+01 -1.440497446524140912e+01 -9.772596604160071365e+00 -2.381206559611172224e+01 -1.102152101355206071e+01 -9.797778907407945326e+00 -6.429139732284014030e+00 -8.564582908530098848e+00 -9.836070982364105930e+00 -1.324543480691539798e+01 -6.432815132042705386e+00 -8.128970189727027673e+00 -1.078623222410016069e+01 -1.063710638335587078e+01 -1.310100818201878781e+01 -1.663162636885070356e+01 -9.950104266576417444e+00 -1.744444945370281630e+01 -9.106552278152776125e+00 -1.466234995104031213e+01 -9.799259386643726089e+00 -1.032129418669893539e+01 -1.517532241427207396e+01 -3.580246391582744536e+01 -1.000466990912542542e+01 -9.792547260891254268e+00 -2.543755696479338724e+01 -1.423858853456873419e+01 -1.707902513755497864e+01 -9.653408863133122964e+00 -1.666400302871728911e+01 -1.019750199701587690e+01 -9.698234681148363734e+00 -1.469744230464951329e+01 -8.824726229560170054e+00 -1.431131958524471770e+01 -1.123846279817691141e+01 -8.460524980880009593e+00 -1.293773393942416305e+01 -6.513329707046196404e+00 -5.332134257687712875e+00 -7.979145289824757015e+00 -1.268688541638844924e+01 -9.976008601873715520e+00 -1.172257416623862980e+01 -2.774519951168663567e+01 -1.378998682138822574e+01 -2.506735979600647113e+01 -8.460524980880009593e+00 -9.118905406987579454e+00 -1.301897640445177728e+01 -1.349095712343118691e+01 -1.563774380464633396e+01 -7.562563350580077781e+00 -1.284532747181654599e+01 -1.081873737975730876e+01 -1.653843908963351339e+01 -1.154086437863945491e+01 -5.188731529835266088e+00 -7.053477198478958599e+00 -2.781324571483590091e+01 -1.425313627903993563e+01 -2.608593529405236211e+01 -8.107088771486814949e+00 -1.514920312858610885e+01 -3.393954114916068932e+01 -1.465783591941548991e+01 -1.985385096501049418e+01 -1.566389993876019560e+01 -3.732611912118827036e+00 -6.254211116719488928e+00 -1.907503028702488734e+01 -1.802301677563899318e+01 -1.017464548624300846e+01 -6.696208942195241320e+00 -1.203587014276287448e+01 -1.270736439968524678e+01 -2.526789735850603336e+01 -1.187734423252351235e+01 -1.124012383663158232e+01 -1.497770066252205368e+01 -1.097427392048179229e+01 -3.502020656974870860e+00 -9.664776174344197557e+00 -6.687280663641331557e+00 -2.592907828869040543e+01 -3.791641711155079975e+00 -5.920040095107466982e+00 -6.947906035974710903e+00 -1.281135089428100571e+01 -1.468100740357267853e+01 -1.054129739005162492e+01 -1.330385581260451033e+01 -1.754532571186949497e+01 -5.154943936645921099e+00 -2.015515779484904613e+01 -5.122189988940561989e+00 -4.061858160814708185e+00 -1.192996549816677998e+01 -2.035564943967331430e+01 -2.546670144834477867e+01 -7.874967983858937259e+00 -6.225192636335464158e+00 -9.326149798205790376e+00 -1.804848379269087388e+01 -9.142424162574826596e+00 -1.368941169967970950e+01 -2.006334001411742918e+01 -1.692691748884207925e+01 -1.170894340640063547e+01 -1.812479753195255938e+01 -9.054797193577527992e+00 -6.414830286547783089e+00 -1.487354548504869456e+01 -1.488183734729848595e+01 -9.499464099321812682e+00 -1.194673607075854704e+01 -4.802843001110204568e+00 -1.141780518869529715e+01 -8.964337368643825243e+00 -7.291990731263197745e+00 -4.799645651602872931e+00 -9.876057644731716323e+00 -1.187021868914220590e+01 -6.924495762511185148e+00 -8.811876487168561312e+00 -1.084731559135988732e+01 -1.644080764645610770e+01 -1.175807883738852411e+01 -1.388113097413624075e+01 -6.704413367696119508e+00 -5.384550754225472247e+00 -9.479259606917025849e+00 -1.141780518869529715e+01 -1.734311539136325564e+01 -1.390255045267502965e+01 -1.420454561339241195e+01 -1.142879358114798549e+01 -1.644183478276002575e+01 -1.546370950309868419e+01 -9.023098515884910853e+00 -1.600293710987185136e+01 -2.307425993153711374e+01 -1.274367544988834311e+01 -1.563047413646289385e+01 -2.277147605311226641e+01 -1.039868346165438595e+01 -2.005019986005238763e+01 -7.583348521389098096e+00 -1.384654887908297383e+01 -1.780424875278684738e+01 -1.014840333208175593e+01 -1.946360171923956273e+00 -1.614814136154234347e+01 -1.164960184677099164e+01 -2.167260794327344797e+01 -1.287162601896655190e+01 -8.344062916234591398e+00 -1.358704408616483761e+01 -6.863810533989607165e+00 -9.615288617950668026e+00 -2.299069118468875672e+01 -1.190023070491206170e+01 -1.217429581384196524e+01 -9.887745474165740234e+00 -1.520182934186023260e+01 -1.509987419051938673e+01 -1.000888695568706055e+01 -1.132057706009601361e+01 -7.447042822101664683e+00 -9.820241629195081146e+00 -1.121898486557826402e+01 -5.475818509411737978e+00 -2.140217180423269383e+01 -6.344956603403346662e+00 -1.247535532043094975e+01 -1.557045591842290833e+01 -1.070003201744867738e+01 -1.262964849457142691e+01 -1.615079376819936385e+01 -1.150443062685019413e+01 -7.579571297741310332e+00 -4.324683507126920290e+00 -1.246928864874516307e+01 -1.248295572786334162e+01 -4.095420089699828736e+00 -1.000081574415587227e+01 -1.037742847662178747e+01 -1.295505364936907711e+01 -7.318179903255270347e+00 -1.632580793895765225e+01 -1.485975158131515172e+01 -1.055052796271958471e+01 -5.742146052687857605e+00 -1.314181824885208982e+01 -1.234328568295563855e+01 -1.171001690264399997e+01 -5.763986090712904797e+00 -8.363710952671553400e+00 -1.507087744267765572e+01 -1.187152253237027821e+01 -1.213730528988182300e+01 -4.815403512638027905e+00 -7.033519707641929131e+00 -1.651390963387643751e+01 -1.482591320203930252e+01 -9.720009199808970379e+00 -1.185944270281115109e+01 -1.182116013824830247e+01 -1.089723777779532554e+01 -1.295451909514636668e+01 -2.440218243046220437e+01 -1.615074096973370388e+01 -1.207990945336007371e+01 -1.402409844279773665e+01 -6.218810025424772903e+00 -1.652598998728701929e+01 -1.895812974491448699e+01 -1.346722712186705451e+01 -1.171418765866560818e+01 -1.312451670956885152e+01 -2.251357094513329571e+01 -5.440136093142626805e+00 -5.571583092830564965e+00 -1.390687761028183900e+01 -9.417899579341053595e+00 -4.365691508934872900e+00 -6.792830751516873988e+00 -3.707917573273377343e+00 -1.091831603493881175e+01 -9.380763170437177223e+00 -2.194005689343583754e+01 -1.098831685569459182e+01 --1.306186867659135942e+00 -1.612156968158045345e+01 -8.274593085701937412e+00 -8.445618420518201219e+00 -8.603241714123740280e+00 -1.159150389091604438e+01 -1.345162952783886112e+01 -1.361644456883033172e+01 -1.681071771005338178e+01 -7.310936003943922401e+00 -1.301059912307160005e+01 -5.051517783227851055e+00 -4.230178030137615508e+00 -1.531220108581126738e+01 -5.435878446417603982e+00 -1.368596655020088804e+01 -9.215152342163406729e+00 -1.773737878753428276e+01 -1.728483389306902041e+01 -3.830326159752658555e+00 -1.416508156803139684e+01 -1.823665980721229118e+01 -2.524773326098538462e+01 -1.592967209758725744e+01 -2.036079187720712014e+01 -1.490912808430253733e+01 -9.248929679695947925e+00 -5.388120925630872193e+00 -1.448611892363514642e+01 -1.661610570486921290e+01 -1.773230669839796292e+01 -4.912334844863551098e+00 -1.347558413927374943e+01 -1.046935063641957697e+01 -1.349933816762820982e+01 -9.433486629414943536e+00 -1.829168649746047492e+01 -2.982018781248123673e+01 -7.979152538203749145e+00 -1.653879854752986489e+01 -8.071389692375021241e+00 -7.193643424548909593e+00 -1.830091317777937832e+01 -1.195146737038648155e+01 -9.355425519598966844e+00 -9.215672353806354522e+00 -9.818113659018564476e+00 -1.123422351038028921e+01 -1.565650369175821766e+01 -1.592928278874329351e+01 -7.423446114427818543e+00 -9.621399444448996974e+00 -1.616231742130915450e+01 -1.023897049522734903e+01 -1.843743562606653086e+01 -9.361935009926241946e+00 -1.867939924524146988e+01 -1.244956279226606455e+01 -5.475650424805508010e+00 -1.086678991618663304e+01 -8.297367415867199725e+00 -1.171156378137692400e+01 -1.274367544988834311e+01 -1.960436731256757525e+01 -1.881467743788849134e+01 -1.225515053257845466e+01 -1.050076237058250683e+01 -2.600109193404605890e+00 -1.433711643184707896e+01 -1.084465356081528853e+01 -1.289336212828970929e+01 -1.254143650785093200e+01 -1.101740937447434021e+01 -1.069384887816189433e+01 -6.814950057719968868e+00 -1.120625657416537990e+01 -1.105081854091072557e+01 -2.860043972313661698e+00 -8.496418283769287427e+00 -1.558446448579397270e+01 -1.142879358114798549e+01 -8.475455688126046994e+00 -1.664090197106351354e+01 -1.528652347558423230e+01 -1.341132487594686040e+01 -2.776884024035875598e+01 -9.965348639462320079e+00 -3.387161874638887582e+01 -1.904350960756806899e+01 -1.165643492461678932e+01 -5.894822925438305106e+00 -2.338263493925691705e+01 -6.336584760659036419e+00 -5.701864067379958101e+00 -1.197995480893528963e+01 -2.139990456606194869e+01 -1.462941346700516476e+01 -6.531663527810181336e+00 -1.706897604791207357e+01 -1.242274050674825503e+01 -1.548472706516977837e+01 -5.991567423260278247e+00 -1.948489005950619912e+01 -9.692250020156407686e+00 -1.098387028731049497e+01 -8.732274889557189113e+00 -2.488548826221158095e+01 -1.243834209192080209e+01 -2.312471460558002434e+01 -1.353797698334770416e+01 -1.537953533446275856e+01 -2.227693371482497753e+01 -2.311422712757222087e+01 -2.228431162427942525e+01 -1.418819927977561690e+01 -1.189759315833917697e+01 -8.077481281655536804e+00 -5.723434828245288486e+00 -1.012204848596174145e+01 -2.605588822166586738e+01 -6.949573216920697405e+00 -6.288035330646749799e+00 -1.657369794767963356e+01 -1.512090148691987679e+01 -1.295627246504355412e+01 -1.062102535807095194e+01 -6.727800997716045117e+00 -1.367783430919668319e+01 -6.901914376663341955e+00 -7.131997273743465371e+00 -1.625849330820828698e+01 -1.199929379449396549e+01 -9.191556819582118010e+00 -1.535595607181707578e+01 -5.425055094274185308e+00 -2.933588190177887611e+01 -1.353917702595893502e+01 -1.604053682125864100e+01 -4.782250179789642175e+00 -1.469687474846340081e+01 -1.443302760438490395e+01 -1.814926578142934943e+01 -7.380988354427067577e+00 -1.609423345426957042e+01 -1.536677828627549047e+01 -1.122482872427184475e+01 -8.053950907887781341e+00 -8.400598023026674355e+00 -8.472697724441317746e+00 -1.761384878151534394e+01 -5.625450300933536596e+00 -1.348483625372111305e+01 -7.935663853796867784e+00 -7.901889354044669744e+00 -4.243717369159668351e+00 -1.689767222753566500e+01 -1.227673644887822491e+01 -1.170568129203333285e+01 -8.998631826204828599e+00 -5.647539887605006470e+00 -7.943457878546652751e+00 -7.670981646079084726e+00 -1.305801992663805322e+01 -7.079160131251512666e+00 -4.554438196212103662e+00 -1.250738653284571456e+01 -1.092799930959070309e+01 -4.732355898220461654e+00 -1.522380068403451503e+01 -9.769466748577301018e+00 -1.657727674924535677e+01 -1.373336223999861261e+01 -1.568030104412872561e+01 -8.259102167082360779e+00 -1.714895777475766181e+01 -1.045732967547409942e+01 -8.308816792450855360e+00 -7.486444739509806823e+00 -2.292216134711496522e+01 -2.383698538900723918e+01 -3.687482100357300396e+00 -9.290512986795192774e+00 -2.877798869090783285e+01 -5.703661924602442923e+00 -7.373081066903878877e+00 -9.874091476840874293e+00 -9.353773724489968799e+00 -1.083260632925932043e+01 -9.535590570734740368e+00 -1.425229677009618001e+01 -1.151515368342141699e+01 -4.808618811042805419e+00 -1.519958939886929272e+01 -5.666839075509855661e+00 -1.956075146998809089e+01 -3.206823930589779081e+01 -1.930006504020289526e+01 -1.141746223566084950e+01 -9.309899186931758663e+00 -1.931741271036995045e+01 -1.956201523703036571e+01 -1.146295252170924073e+01 -2.029799789626567019e+01 -8.137162261025807197e+00 -1.079850182755023980e+00 -1.843950692456168383e+01 -1.279387805444136461e+01 -7.308369200092528217e+00 -2.654449600158224598e+01 --3.604503239582328433e-01 -1.996229590168258028e+01 -6.920350808553862976e+00 -1.522380068403451503e+01 -1.080097817979287811e+01 -8.515530187027181341e+00 -9.749515748346780697e+00 -1.070269398273062222e+01 -7.360837430992674513e+00 -1.232655279452592367e+01 -2.261499751250141799e+01 -1.536677828627549047e+01 -1.007805617127270637e+01 -2.251357094513329571e+01 -1.254869589377439354e+01 -1.511266157480017114e+01 -1.299768756319383556e+01 -1.546918037419283110e+01 -1.320714742945763476e+01 -1.560330098608703508e+01 -2.718919149704284166e+00 -1.086204775852502280e+01 -1.595292937801332300e+00 -1.595720266580323710e+01 -7.213377817834654593e+00 -5.462097135657273839e+00 -5.057990414136114055e+00 -1.209304036269300298e+01 -7.535586045868370775e+00 -8.845963559947136901e+00 -1.715474757955816187e+01 -1.716430348878127177e+01 -1.252737919025773294e+01 -7.191809659962856927e+00 -1.299293102322918969e+01 -1.328668585046908390e+01 -6.548699253719490798e+00 -3.723750535479553037e+00 -1.684704372664091920e+01 -1.688576028368588311e+01 -3.388157914373354629e+01 -1.641401116391196524e+01 -7.932532415129301739e+00 -1.792240735577335897e+01 -2.478906593187335261e+01 -1.773537988224295248e+01 -1.232463975389001121e+01 -1.343521162434608129e+01 -6.649689665950461404e+00 -1.084796468977160089e+01 -9.547983705560170620e+00 -1.433711643184707896e+01 -5.470076533050331591e+00 -4.612057147571704263e+00 -1.330731066849078559e+01 -6.218051877088996093e+00 -1.148679702993393903e+01 -8.121634501514009230e+00 -1.684042113293946841e+01 -9.380763170437177223e+00 -1.311060819912013642e+01 -9.113442391221965977e+00 -1.326798919155827150e+01 -5.903589855635971162e+00 -1.052617252633348244e+01 -1.339322273162177623e+01 -1.125400089251553482e+01 -1.387606045942158062e+01 -1.730877896374167335e+01 -1.477972932571290698e+01 -6.725128624041971648e+00 -2.617206102929836220e+01 -5.701864067379958101e+00 -6.276888364065911219e+00 -7.014254673577482890e+00 -1.587598943512777794e+01 -1.158101838574327758e+01 -1.144574611873443359e+01 -6.308743734885652543e+00 -1.539942059969561683e+01 -2.363413750325453577e+01 -1.152371295729238909e+01 -7.815220467143660699e+00 -1.985220630686436039e+01 -9.619340745744651144e+00 -1.215689441072505872e+01 --2.762152374050160120e+00 -1.333457758549198502e+01 -1.405861352991921365e+01 -4.611934375132662467e+00 -1.619607921861737054e+01 -2.793170921549400987e+01 -4.732355898220461654e+00 -1.061682348077441418e+01 -9.833470443806845651e+00 -1.785087860323051245e+01 -5.451145536331637231e+00 -1.243834613198917793e+01 -1.084937285046538591e+01 -1.662177636340682341e+01 -8.772001989316478898e+00 -3.112116705703982689e+00 -1.025022754138718994e+01 -8.601782941023827789e-01 -1.083940352117693351e+01 -8.476343620026128178e+00 -9.639643696112912608e+00 -5.042034512386315726e+00 -1.538497186814868201e+01 -1.256362635775212766e+01 -2.416661716857713316e+01 -1.522380068403451503e+01 -2.967308783448977749e+01 -1.459940118431872236e+01 -2.471902159256255516e+01 -9.640710161932034339e+00 -1.144781899124461688e+01 -2.507058535124404841e+01 -2.140059081576671929e+01 -1.153227838765877777e+01 -1.113360752797024134e+01 -1.996245103189768599e+01 -1.344519747901532014e+01 -5.701864067379958101e+00 -1.137613907096982757e+01 -2.000100196385271545e+01 -6.723031736933549496e+00 -1.664090197106351354e+01 -1.235330493499000681e+01 -8.483958295667676452e+00 -1.227767482006224498e+01 -1.368596655020088804e+01 -2.174443479563169035e+01 -1.165906467049978801e+01 -1.132086539854300611e+01 -1.444091560253185946e+01 -9.966330365943747438e+00 -1.345968382380671358e+01 -5.073587523437964819e+00 -4.946757084572965368e+00 -1.306605417583172368e+01 -2.504460476950106340e+01 -8.717848206260384814e+00 -1.066411314690097356e+01 -8.646329616639732762e+00 -1.174703486616546400e+01 -9.620826295479659507e+00 -2.031127339780985608e+01 -1.272658086717952131e+01 -9.934414002007613931e+00 -1.615980810299768677e+01 -1.556107357995095697e+01 -2.851470246927082997e+01 -1.211086019263559876e+01 -1.457980843815666105e+01 -5.739209497440597829e+00 -1.517002034304222491e+01 -8.179558347711207489e+00 -1.740109890619805810e+01 -6.249477523236876664e+00 -1.652576023630814461e+01 -2.149322897798144538e+01 -8.262918795108703307e+00 -4.609676070232126222e+00 -1.083906122759476887e+01 -1.257578853214202752e+01 -1.149392143963204660e+01 -6.614924018848014953e+00 -1.440634981920561586e+01 -9.760218532292768145e-01 -1.197677036451464971e+01 -8.054361795241845812e+00 -6.953725474774330451e+00 -1.136466741005492054e+01 -4.899117977807733837e+00 -1.079750585393263407e+01 -6.589321133954030074e+00 -4.842977781457008746e+00 -1.002451396336995515e+01 -1.046484712698529052e+01 -5.244671446002300286e+00 -1.092226602312483408e+01 -3.387161874638887582e+01 -1.095443571783114578e+01 -1.307395443867432050e+01 -4.052772057572830988e+00 -1.587305624223981226e+01 -2.207467303765270117e+01 -1.175202348416775067e+01 -1.203390326864150950e+01 -6.776804360644206326e+00 -1.689937740024677737e+01 -1.530721629451628019e+01 -2.255026564784635923e+01 -7.536380481935211151e+00 -8.027229962224183168e+00 -1.711011674016140205e+01 -1.986423799792734712e+01 -3.649264343628075835e+00 -1.432812523416598083e+01 -5.050818906354592741e+00 -1.047639252152595191e+01 -1.949520056009282598e+01 -1.284608774618662608e+01 -1.110957874374614107e+01 -1.773371971129009239e+01 -1.563990879236213516e+01 -1.079785768465347928e+01 -1.106510507271502775e+01 -1.860229843912679826e+01 -2.120450031175450079e+01 -1.057784355651142505e+01 -3.865068500274134067e+00 -2.936520496220978771e+00 -7.016860776322673132e+00 -9.569289218039187972e+00 -6.595584024946958834e+00 -2.331325524916795189e+01 -1.530778403101919594e+01 -9.416435187349634361e+00 -1.600352112603398780e+01 -2.743855196611727365e+01 -2.504460476950106340e+01 -1.181961133140784170e+01 -5.625450300933536596e+00 -1.778575169455922378e+01 -2.262723684375794164e+01 -8.824897783475137203e+00 -4.070044740155367435e+00 -1.033917216868749733e+01 -2.023645990343896983e+01 -6.422755108379789135e+00 -1.933871440888333382e+01 -1.219935181582837913e+01 -1.301746995516427319e+01 -1.147267855686088467e+01 -4.332686340489658505e+00 -6.535702273629269143e+00 -1.878905640802675237e+01 -1.664096097618850933e+01 -1.127326531336143489e+01 -1.763494667274768801e+01 -1.230781811964031647e+01 -2.844588039789798017e+00 -1.308921068369616592e+01 -8.569648244499830980e+00 -8.457182370395784687e+00 -2.504460476950106340e+01 -1.822354191482325803e+01 -1.206818307689340486e+01 -1.545993548396387496e+01 -1.750453900619534409e+01 -9.573087214431126313e+00 -8.647064684874422369e+00 -2.292792906047077395e+01 -8.547435374369399597e+00 -9.698979119944837635e+00 -1.375885141658437760e+01 -8.804098635741695489e+00 -5.939855632668724184e+00 -1.547067485634740081e+01 -1.748398437578048004e+01 -5.050818906354592741e+00 -9.350432395389205453e+00 -1.073414857465249383e+01 -1.145850671509826668e+01 -5.422684143082051378e+00 -1.070003201744867738e+01 -8.429342217379073077e+00 -1.104029506343356104e+01 -1.182748077769863926e+01 -1.017364227372470964e+01 -1.389939524371153823e+01 -1.108912104137782251e+01 -2.950373506100078203e+00 -1.483875278574480205e+01 -1.706897604791207357e+01 -1.119577842704320858e+01 -1.086604375070115225e+01 -1.414771079161627654e+01 -1.095503697397795406e+01 -1.216830289527698028e+01 -1.301407718551588744e+01 -4.244436910506834693e+00 -1.250738653284571456e+01 -8.290652052346217715e+00 -2.358068757984793251e+01 -1.265996240917239390e+01 -1.240343239698162847e+01 -8.867237506157991334e+00 -9.981949303566423737e+00 -1.878494130398576090e+01 -1.448921882172795961e+01 -1.964287442241644044e+01 -1.319273118651922516e+01 -1.182308487747840786e+01 -1.714633930170590759e+01 -1.372197177656312306e+01 -1.062102535807095194e+01 -1.143012871840755906e+01 -1.800956665768246978e+01 -1.285217131945277913e+01 -7.155796786820857847e+00 -1.618775107468020735e+01 -1.727234516563883915e+01 -9.913923185219630341e+00 -1.097742828076576416e+01 -2.234238397581049185e+01 -1.267018885896970914e+01 -8.001270800608068612e+00 -8.020351690736191586e+00 -9.872153768464798418e+00 -1.648369057133989202e+01 -3.553810619733303611e+01 -1.054848869413898171e+01 -1.373985420661875878e+01 -1.916721287292139664e+01 -1.563294893990151024e+01 -1.440177395406631433e+01 -1.414771012687560869e+01 -1.574435318337235401e+01 -1.412324068692058177e+01 -1.730877896374167335e+01 -1.517008156738114621e+01 -1.324648425122806827e+01 -1.368543337427253448e+01 -9.316726850760232992e+00 -9.283512003398044499e+00 -1.519280055219100234e+01 -7.376481906699979163e+00 -1.168014537457774793e+01 -1.747991399022056669e+01 -1.749876053303152901e+01 -1.297910436735583062e+01 -1.002019550253739055e+01 -8.564582908530098848e+00 -1.126584856038503801e+01 -1.644856236262957339e+01 -3.054880997905840445e+00 -3.449988718146481403e+01 -1.261011421177751402e+01 -8.266416980263301184e+00 -1.043118172206040128e+01 -1.695138552262999099e+01 -1.269946203637074689e+01 -1.643178090463568708e+01 -1.045741438606908957e+01 -1.086067233397054110e+01 -1.144452775843106451e+01 -1.622708895662724160e+01 -1.518618304440104794e+01 -4.537929514196889613e+00 -1.108120843051877102e+01 -1.939028285435651355e+01 -4.454137729987692751e+00 -1.289415893316665063e+01 -1.299209938627517147e+01 -5.882748640757668568e+00 -2.381630630503657642e+01 -1.206680568563984934e+01 -2.102766430966811129e+01 -1.209294281573008334e+01 -1.390706507889680665e+01 -3.892075772488539087e+00 -9.835102965778915518e+00 -7.518759596605718798e+00 -4.844248545158663433e+00 -5.453883884948069749e+00 -1.858396284478271809e+01 -1.841909399003844783e+01 -8.718286885437152023e+00 -1.148402334339358788e+01 -1.438307056759659019e+01 -1.227532261436267902e+01 -1.120656778974185386e+01 -1.616369867172608110e+01 -1.708893637694612266e+01 -7.437590386815159604e+00 -1.446333771129218349e+00 -2.261499751250141799e+01 -1.702805928559921256e+01 -1.552998238715346702e+00 -1.443027122608823731e+01 -1.151467065937066536e+01 -1.384810795321654098e+01 -1.270090834732322094e+01 -7.855382094794734371e+00 -7.835948098299368780e+00 -7.592796505264914231e+00 -1.027866220873919190e+01 -7.266038848567802688e+00 -9.501839896339049574e+00 -2.214889936539351822e+01 -8.279453847002514522e+00 -1.142879358114798549e+01 -8.000281422397335973e+00 -2.335901030588625815e+01 -1.159099951100641590e+01 -1.547454536152127957e+01 -1.844112010796341394e+01 -1.497770066252205368e+01 -6.192085411869669542e+00 -2.570234803129824286e+01 -8.084004166653130596e+00 -6.394802579474770710e+00 -1.420920486661833593e+01 -1.760214016507721624e+01 -2.328985860023833254e+01 -2.216887050666358050e+01 -8.561684526861299105e+00 -1.033798163260432545e+01 -8.456478481020539562e+00 -9.143507415774223546e+00 -3.430015938075413828e+00 -1.738024162004364825e+00 -1.690609031883256819e+01 -9.361416068804871315e+00 -1.705390431284978092e+01 -4.879769974281842337e+00 -9.085172276338198571e+00 -1.326049495526403632e+01 -2.772798591402938939e+00 -7.682554207235028798e+00 -6.126401531965058211e+00 -1.205579574899478246e+01 -6.920350808553862976e+00 -1.210716056980784572e+01 -9.390861764614783169e+00 -7.732605055407262284e+00 -1.073138262108432173e+01 -1.395513561840982675e+01 -8.391873694169404985e+00 -2.664764029359159281e+01 -1.006654683221825053e+01 -7.473296227456046381e+00 -1.179095905474649442e+01 -1.291196359313097730e+01 -1.418470419907428948e+01 -1.974928554199057373e+01 -1.599448754097211634e+01 -1.035848372820150587e+01 -1.388815561567474788e+01 -1.225991760715155010e+01 -8.446883235076171559e+00 -5.881618338483050934e+00 -9.207533355081551463e+00 -1.183120835465317100e+01 -5.486073069836393756e+00 -1.385913327795418581e+01 -1.070003201744867738e+01 -6.251188261271309443e+00 -1.553849876548173370e+01 -9.324448044260464030e+00 -9.103487536115082435e+00 -7.014841167162842339e+00 -5.234062327374005008e+00 -1.511635903206246212e+01 -1.956593668874894831e+01 -1.609408323108972638e+01 -6.057136643293787870e+00 -2.012079513265582875e+01 -1.558873424539582686e+01 -2.321653512359893057e+01 -1.743168984715714487e+01 -1.420715364052473717e+01 -1.355247299433999331e+01 -2.635331281988548824e+01 -2.068713902611099797e+01 -1.285217131945277913e+01 -7.589134323850956321e+00 -9.326334752358874880e+00 -9.100031764490694286e+00 -9.047762392990563285e+00 -6.131394842407487999e+00 -1.084465356081528853e+01 -1.492832237067283074e+01 -9.855672668443858697e+00 -1.797284600771958196e+01 -6.129036044970973762e+00 -1.665293354380044377e+01 -9.874273919552749135e+00 -9.923354808728163334e+00 -1.567100384523149614e+01 -1.232424637619955377e+01 -1.051381895710912318e+01 -1.591139458672414264e+01 -1.579142007681238624e+01 -1.453697204329064618e+01 -1.631936867257530821e+01 -3.346999779491270033e+00 -3.866670443758835063e-01 --7.007920868477128806e-01 -7.943938914336442281e+00 -1.352152712984464245e+01 -1.349370735532373544e+01 -1.094174814230994741e+01 -1.631111290167358163e+01 -1.399357824717770882e+01 -4.029267885955491124e+00 -9.636047796499553897e+00 -1.153757815620733140e+01 -1.032411047307381580e+01 -1.800674382792394113e+01 -1.297451574204397673e+01 -8.350987930158922268e+00 -2.884825096627949392e+00 -2.190438507652805811e+01 -9.593626320928436257e+00 -2.276853922432607646e+00 -1.362361618527719997e+01 -8.383569026758308951e+00 -8.285001242877441996e+00 -7.554441134866166863e+00 -1.535434707007168242e+01 -9.768508894952688593e+00 -3.006879999488262456e+00 -3.403524325970711573e+01 -8.724402659998929721e+00 -1.333866477793387162e+01 -1.224001978195025231e+01 -1.046712559699504652e+01 -1.305437712782396886e+01 -1.412252995891996932e+01 -1.722217553965489856e+01 -1.261011421177751402e+01 -1.662428650537522401e+01 -1.717881260698845836e-01 -1.151592633359989293e+01 -8.249002578570738820e+00 -1.157211384909975038e+01 -4.436109871801093618e+00 -1.907969946189581378e+00 -5.413205586218822418e+00 -1.576203145026563845e+01 -1.589965959869682877e+01 -1.548373354384047218e+01 -1.384654887908297383e+01 -1.252525269126967089e+01 -9.538654426874714432e+00 -8.558946168633184470e+00 -9.943610569383579900e+00 -6.548039129270463832e+00 -4.979806540953404692e+00 -1.607471383314971547e+01 -1.200024458150284090e+01 -1.059395195321667416e+01 -1.461847512935332816e+01 -1.355931865453857199e+01 -1.001311467601523475e+01 -1.381545948714683902e+01 -1.551419158053673186e+01 -5.049708737034968919e+00 -1.263348739811165444e+01 -1.507087744267765572e+01 -6.542578946938007789e+00 -5.162298559997054781e+00 -4.034544571318207318e+00 -6.097802014395114156e+00 -1.487354548504869456e+01 -1.308436179404111499e+01 -1.214962882840026737e+01 -1.232155969952029295e+01 -9.853924815966507822e+00 -1.551058803601580394e+01 -2.146981332054772906e+01 -8.341475357573827409e+00 -1.032411047307381580e+01 -9.535257144112776473e+00 -1.207990945336007371e+01 -5.210351013299103329e+00 -7.488672857930197324e+00 -1.316748953739752892e+01 -7.867109465102231525e+00 -1.074684381655447396e+01 -1.106983535291526266e+01 -9.654243197442056612e+00 -8.792256271323068972e+00 -5.224484750029446900e+00 -1.516132277690411456e+01 -2.689071031478702878e+01 -1.037544267684214105e+01 -3.553810619733303611e+01 -6.676392058988923850e+00 -1.059577803492730652e+01 -1.468551871112941853e+01 -1.190623911850617844e+01 -8.566003154345182224e+00 -1.175634207548860388e+01 -5.281229739086640507e+00 -1.268443787535858291e+01 -1.008401059151589152e+01 -9.463047615797421486e+00 -1.438939582200268319e+01 -5.261186562625347563e+00 -8.235421852965757239e+00 -9.851207193247532246e+00 -9.623174033312423603e+00 -1.711321846812347758e+01 -1.362746485978755118e+01 -1.506824774799757449e+01 -2.019287031637816199e+00 -1.199903820611200445e+01 -6.195402395266867757e+00 -1.324314400031171601e+01 -3.128752202391183346e+00 -1.474656518644290770e+01 -1.041475000812836527e+01 -2.042115142671920580e+01 -1.068255599237438958e+01 -1.152371295729238909e+01 -1.166475722232752332e+01 -1.014840333208175593e+01 -6.156332550406787618e+00 -1.116051364937879953e+01 -1.108630747410722961e+01 -1.422860862378817615e+01 -1.574493297000756797e+01 -1.424969260726322773e+01 -1.695290924872550420e+01 -1.050347410451085750e+01 -1.054016603936265994e+01 -1.677602908943032389e+01 -1.409560794815170937e+01 -1.106948655832107420e+01 -2.783945449415513451e+01 -1.000480212839300975e+01 -1.113073278819520340e+01 -1.150691241130628839e+01 -1.390360901416171657e+01 -6.166396526652150101e+00 -4.789673458572167419e+00 -5.627050669246244752e+00 -3.578030801147036755e+00 -6.301657994128404994e+00 -9.549996594898587432e+00 -9.651591044815788223e+00 -5.584123166459505683e+00 -1.317924485126567902e+01 -1.716247675827337105e+01 -2.584586607727190710e+01 -1.481905453364774417e+01 -1.244073072457658213e+01 -6.463226337021893642e+00 -6.722802798516340772e+00 -1.377295512892946761e+01 -9.522931353713943281e+00 -6.170749866186966415e+00 -6.439181876788566683e+00 -8.833075438842939775e+00 -5.667729234548431805e+00 -4.328872295862268516e+00 -9.400863591036042521e+00 -8.198384312945577790e+00 -1.311434545242957483e+01 -6.023330583714212594e+00 -9.499275268930716720e+00 -1.467954986791205840e+01 -1.504012046883418918e+01 -1.609140494731362026e+01 -2.157939551961837310e+01 -1.650813779987777252e+01 -1.721851162814854774e+01 -8.956266002702264473e+00 -8.646830608003924112e+00 -8.391639831368564728e+00 -1.628412767869497202e+01 -1.291535518304844743e+01 -1.057784355651142505e+01 -1.432515166720457955e+01 -1.206786155474338784e+01 -1.891304608428936262e+01 -5.701864067379958101e+00 -7.041085889812634946e+00 -6.335927603411832365e+00 -3.723750535479553037e+00 -1.213493562185125541e+01 -1.656056909684937750e+01 -1.665507019611422379e+01 -2.994669649800766820e+01 -1.815364844298062508e+01 -1.099862545437494532e+01 -4.264547486171920809e+00 -2.388055720635560419e+01 -8.725192032126841468e+00 -1.257961178498779020e+01 -8.073451418506763844e+00 -1.434882839682487088e+01 -9.656592799404791094e+00 -4.503978671319359250e+00 -6.019282376116947830e+00 -1.545000128910919557e+01 -6.257921219462701856e+00 -7.507188103902805665e+00 -3.525518716165052524e+00 -1.884061065803348356e+01 -1.298970753009632517e+01 -9.907199184906417599e+00 -1.592501030402287654e+01 -8.863137321860435236e+00 -9.883482247218594807e+00 -1.293784572152884493e+01 -5.773612862346595875e+00 -1.424666758033355052e+01 -1.652024372636269334e+01 -2.012696096182047256e+01 -2.654374591950221429e+01 -1.462135951287375235e+01 -9.828259048471551296e+00 -9.280162628742360198e+00 -1.210216517905622879e+01 -9.292768531096527340e+00 -1.968752211658774343e+01 -1.612653708955315324e+01 -9.423359905908014866e+00 -1.307131319880663511e+01 -3.318964569097020956e+01 -1.304609143118072723e+01 -1.445839297903512488e+01 -8.755880569125025659e+00 -1.275227815428149825e+01 -1.111042686712956140e+01 -7.898907654354047736e+00 -1.692624074793197053e+01 -7.863784735782530788e-01 -1.461519773661171939e+01 -1.660640843478891782e+01 -1.195364975447763811e+01 -1.182823286488741132e+01 -1.031742644849182966e+01 -5.079127086691983095e+00 -1.208081699779492624e+01 -1.352938316250023831e+01 -1.894297841542314131e+01 -1.541292381079499307e+01 -1.260033858660216310e+01 -2.076464007809211409e+01 -1.224592666613779102e+01 -2.578214878705394142e+01 -1.016303235534081750e+01 -7.687018884355914849e+00 -1.845596007467845823e+01 -6.938189872915785372e+00 -1.522380068403451503e+01 -4.193116960485241407e-01 -1.987923823164226178e+01 -8.966396252423677993e+00 -1.114028824170419796e+01 -1.062589978106467470e+01 -8.789099536652457800e+00 -5.821141455941202025e+00 -4.230178030137615508e+00 -1.450624205934113320e+01 -9.105222964273636421e+00 -1.305730604506038617e+01 -6.794405405368735273e+00 -5.486073069836393756e+00 -1.497770066252205368e+01 -1.616175400847183141e+01 -1.200387044465573183e+01 -1.477026476843306568e+01 -3.346458197279090996e+01 -5.797721260218693828e+00 -1.104481916240770545e+01 -1.245474963882369934e+01 -1.447341388195361844e+01 -5.877897686812630695e+00 -1.244591339856108902e+01 -6.272547050839762051e+00 -1.433128133350948019e+01 -5.842130384650985775e+00 -1.846006693235162288e+01 -1.814400709895745933e+01 -1.297689104300729923e+01 -1.140104678454562759e+01 -9.347258643030230019e+00 -1.509089377023214240e+01 -3.017085831295523235e+01 -7.583981471022866572e+00 -1.598610743480631413e+01 -5.486073069836393756e+00 -1.782719723796316202e+01 -1.257528102974812612e+01 -3.862230316884051717e+00 -5.701864067379958101e+00 -1.023851258957141397e+01 -1.624040655863562677e+01 -7.331415414622156845e+00 -1.316124774460260483e+01 -1.770643384343884463e+01 -1.224777470333128804e+01 -3.942697932452745135e+00 -1.221429739332459974e+01 -1.652650781731964003e+01 -1.388809788462393158e+01 -1.554208842235239274e+01 -2.106060840955797175e+01 -2.209287026459497838e+01 -1.356287119375453187e+01 -1.956684792889890900e+01 -3.387161874638887582e+01 -1.333935658166743110e+01 -1.836511474913538677e+01 -1.306991229650304831e+01 -5.057679142398569638e+00 -1.537344695100826186e+01 -1.092210773134461022e+01 -8.028021394909799824e+00 -1.532979816720022370e+01 -1.522380068403451503e+01 -1.304310199102579304e+01 -4.948632911004324342e+00 -7.125651227578401858e+00 -3.125705140385217362e+01 -1.317982132235172799e+01 -1.085532862926540076e+01 -3.614612640863913384e+01 -3.687482100357300396e+00 -4.359420121304836471e+00 -8.869222396559138133e+00 -7.600099634229636081e+00 -1.232310598543659808e+01 -1.906113937502503575e+01 -8.277290439508007580e+00 -8.646329616639732762e+00 -6.757285997072642658e+00 -1.375792834110814056e+01 -7.576454453044590309e+00 -6.911870925341006000e+00 -6.502580941682140292e+00 -8.178746229068124762e+00 -3.648996571296592606e+00 -1.656520448720756633e+01 -7.756680257985905769e+00 -5.810873599257959654e+00 -1.420715364052473717e+01 -1.081400765291238031e+01 -5.845172560835322884e+00 -4.074046007111206791e+00 -8.812805021128582439e+00 -1.628511980939104831e+01 -1.320871676294621011e+01 -1.829778485030810486e+01 -7.390885411297858809e+00 -1.054225666880046219e+01 -1.696308492120645894e+01 -1.662274754565993362e+01 -1.178678496758558936e+01 -1.348483625372111305e+01 -1.207990945336007371e+01 -9.406928107288450747e+00 -7.265145619659818976e+00 -1.239108976693103159e+01 -8.212270728665288289e+00 -1.024544127624126588e+01 -1.621732724566182071e+01 -1.745819511552736003e+01 -1.009013187275012058e+01 -1.839445946945795640e+01 -1.589511391659223705e+01 -1.150298275710369467e+01 -2.696768732456077089e+01 -7.738412523176251057e+00 -1.446893132170656315e+01 -1.305641297119537114e+01 -1.230662534741962588e+01 -9.977954241446553851e+00 -1.477189882397826182e+01 -4.353097585362291966e+00 -1.081337638501966580e+01 -8.683025410465447180e+00 -5.422279619048595123e+00 -2.676451809089498113e+01 -5.712853565026350111e+00 -2.743855196611727365e+01 -7.200886111921974475e+00 -1.309272350915487948e+01 -6.253974585120545271e+00 -9.280162628742360198e+00 -9.414789367113769458e+00 -8.322693132842587715e+00 -1.643591732546336459e+01 -1.221743116408890728e+01 -1.017927377696491931e+01 -1.050971472181460342e+01 -1.122316665432423122e+01 -7.420648283623734187e+00 -1.288045192093954938e+01 -2.138049173625412891e+01 -1.314523653597979092e+01 -1.490686162593243580e+01 -1.469669091839884345e+01 -1.459880265301273994e+01 -8.135715324842195173e+00 -1.165948632079631864e+01 -1.070003201744867738e+01 -4.121603654325639354e+00 -1.552663377575545667e+01 -1.818154284762923112e+01 -9.361109897560226045e+00 -1.559373655283340554e+01 -7.787371085677662563e+00 -4.867732614756519638e+00 -7.646359348885667373e+00 -1.989814331372572553e+01 -1.126644534589433988e+01 -1.376640976787707871e+01 -3.346458197279090996e+01 -7.264148731391486535e+00 -1.066566528670368541e+01 -1.619769824214949949e+01 -8.845963559947136901e+00 -1.199427263691706003e+01 -1.504283739105832751e+01 -1.310881115188188062e+01 -1.624128042109020953e+00 -2.504460476950106340e+01 -1.260833431597647802e+01 -7.681942680109514754e+00 -1.243596139989179505e+01 -8.084004166653130596e+00 -8.631615561898172473e+00 -1.559700169896950683e+01 -2.506735979600647113e+01 -1.684257063751350358e+01 -5.447632884201439651e+00 -1.064896313197486677e+01 -1.145867882637308810e+01 -2.299069118468875672e+01 -2.252392583389037384e+01 -8.555641609594161423e+00 -1.169158974815242402e+01 -9.406556790208099983e+00 -9.011595718028559077e+00 -1.190815902223486944e+01 -8.104351526025425301e+00 -1.129035177234219134e+01 -1.932296208676032734e+01 -7.217996400419863789e+00 -7.581500389917323446e+00 -1.619550374074255217e+01 -8.939183018534535563e+00 -1.502378390149753784e+01 -1.352064838008904246e+01 -1.283641151416988180e+01 -2.103220784504109986e+01 -1.177965228177558288e+01 -1.345630659890956338e+01 -1.086204775852502280e+01 -1.746470277340131361e+01 -1.041447081707866573e+01 -3.524471621130899734e+00 -6.459491038259301376e+00 -1.391537792429880938e+01 -1.455907088182306097e+01 -1.609838672696351125e+01 -9.361798858171425763e+00 -1.723796525072312136e+01 -8.353472006394724758e+00 -6.016488420362094303e+00 -1.135436702941518661e+01 -2.037771202108505975e+01 -6.912133672700122133e+00 -1.666400302871728911e+01 -1.101807611891354099e+01 -4.609676070232126222e+00 -1.522757161829437678e+01 -1.288454989662331229e+01 -7.197259723320186708e+00 -1.749602543262881227e+01 -1.021769489709934930e+01 -1.574363016748876021e+01 -1.427403882989717943e+01 -9.002587163325316055e+00 -1.072744437330497647e+01 -1.421884577487880108e+01 -2.016700946721205412e+01 -1.111397998109893592e+01 -1.825128205317935226e+01 -2.869678184660358511e+01 -1.735120537403162189e+01 -1.639299189016158209e+01 -1.346941651817270724e+01 -1.981587345473637640e+01 -1.790750121399851480e+01 -1.356285399140126913e+01 -1.094815298272197879e+01 -1.472588792009018732e+01 -9.812728428306698447e+00 -5.312976750313040952e+00 -5.030356518751304407e+00 -5.496063169342562560e+00 -1.207990945336007371e+01 -1.001643547756928854e+01 -1.592067913563934667e+01 -2.128564783788495163e+01 -2.848869858791753984e+01 -1.582706290165248220e+01 -1.050891479959105368e+01 -1.026633652949658426e+01 -7.079013249830694576e+00 -9.906844949842096071e+00 -5.008736896290457707e+00 -9.147994781973693534e+00 -4.876400385362344991e+00 -8.561684526861299105e+00 -1.239452371786252627e+01 -1.239530011392983511e+01 -1.183459254338484357e+01 -1.183744231066702923e+01 -1.073138262108432173e+01 -1.342253380025317711e+01 -1.352424869169546184e+01 -1.192483794308294875e+01 -1.190989578544305516e+01 -2.242933478365941369e+01 -8.642083317264237508e+00 -1.780728774319950958e+01 -1.367136104684303177e+01 -1.868367162026362394e+01 -1.492832237067283074e+01 -6.414234665034840077e+00 -7.859558976836609645e+00 -1.733161420246922546e+01 -1.046345862822109041e+01 -6.146194980899451821e+00 -1.061859482382294573e+01 -6.617238264433964900e+00 -8.743783154630236254e+00 -1.367823062135840928e+01 -1.402922850831700430e+01 -1.017615225340296092e+01 -5.446935858126991548e+00 -1.449345801646900611e+01 -2.031017526945508678e+01 -1.040277119293178032e+01 -2.161896033643014903e+01 -1.519234127336929419e+01 -4.324754709580687972e+00 -1.837752017441036401e+01 -1.608071901677610072e+01 -1.213296767681279675e+01 -1.314523653597979092e+01 -1.726933981373130678e+01 -9.098721152822577096e+00 -1.093946992208972802e+01 -1.118150286235540136e+01 -5.069223890169155311e+00 -6.989233255141115819e+00 -2.718932812936142795e+01 -6.731237468577845107e+00 -1.400351141579766079e+01 -2.531057070225386951e+00 -9.679535608078609243e+00 -1.608841574259787421e+01 -2.018924281664631337e+01 -2.251357094513329571e+01 -2.002516407106169538e+01 -2.042326375636098135e+01 -7.087511891615008608e+00 -8.853571417069460381e+00 -4.740983645957342674e+00 -8.677435261793320365e+00 -1.433711643184707896e+01 -2.338438534444850347e+01 -8.961506255044966451e+00 -7.068259630567055751e+00 -1.520301860451728260e+01 -1.311477691346523500e+01 -1.418867650983962392e+01 -1.326625329324529901e+01 -1.034313838036337074e+01 -1.175284931993314785e+01 -1.543273224364999407e+01 -1.057784355651142505e+01 -5.908808861591992923e+00 -8.626756131622954626e+00 -8.973092845962170827e+00 -4.283755935392079550e+00 -1.524881735341325850e+01 -6.221626350246268089e+00 -6.914160748272678347e+00 -1.405647770703374988e+01 -1.067127927409069343e+01 -1.434550949660410879e+01 -1.239434475568994287e+01 -1.001729302894055706e+01 -1.336483210454746029e+01 -1.286759011736258174e+01 -1.622955916783624275e+01 -1.890055691795771509e+01 -2.098926571502144611e+01 -2.031017526945508678e+01 -5.349075683162908490e+00 -1.110747971249449506e+01 -1.307239104292131060e+01 -1.788959342167120781e+01 -4.725867257188077986e+00 -1.427489551030420500e+01 -1.230662534741962588e+01 -1.174009993063390311e+01 -8.855722832519035137e+00 -1.604768416666240682e+01 -1.867470113247361496e+01 -1.317314507187117556e+01 -1.442225451380038237e+01 -2.373989656103144341e+01 -9.535176732515097342e+00 -1.158835210243945824e+01 -1.354373925784837240e+01 -9.005447112454291414e+00 -1.723762900928684871e+01 -8.478090028449798865e+00 -1.117412915619351566e+01 -5.029891516515036187e+00 -1.006223935370775280e+01 -8.372671240493914979e+00 -1.541292381079499307e+01 -7.204774994777267239e+00 -9.010451363703893435e+00 -2.114105945919507690e+01 -8.331495660280538118e+00 -1.913174663896548111e+01 -1.126540891540892630e+01 -8.665242617726391927e+00 -6.806455952303451795e+00 -1.819754744303148186e+01 -1.638011760168578235e+01 -8.731043812494505119e+00 -1.113572979211542702e+01 -6.776644765605681187e+00 -7.718872610514139865e+00 -7.976249685783656673e+00 -1.908543030651263450e+01 -1.152371295729238909e+01 -3.387161874638887582e+01 -8.084324617688864123e+00 -3.892952399476456549e+00 -8.824880258794891574e+00 -1.792175625132516359e+01 -2.016977523656429128e+01 -1.464954131978423391e+01 -1.117301310987113538e+01 -7.824132675867801368e+00 -7.318544143949026193e+00 -1.755718108213042683e+01 -2.266693264163185972e+01 -1.222379717164976398e+01 -1.176309902397512985e+01 -1.278924995182889290e+01 -4.814879358827411693e+00 -1.177212678262964118e+01 -9.742933740106764162e+00 -1.804055812195028352e+01 -1.414771079161627654e+01 -9.086872850892575570e+00 -2.228908599905386723e+01 -1.072198312179698121e+01 -5.261186562625347563e+00 -3.371778067498539144e+00 -1.261111132021973447e+01 -3.017519696214641556e+00 -8.924848741722826162e+00 -1.101646965908325626e+01 -2.177691053757652639e+01 --2.457205077527788717e+00 -1.014901059530521366e+01 -1.221797692622691045e+01 -1.313521210404444162e+01 -2.031017526945508678e+01 -1.451453762484283061e+01 -1.638144676808911981e+01 -4.698500445693923666e+00 -1.881977281117447376e+01 -1.510316613331985991e+01 -1.023807179874198425e+01 -1.284691993438229929e+01 -1.250997156513813025e+01 -1.207990945336007371e+01 -8.697380530792543141e+00 -1.195102480000323908e+01 -9.326334752358874880e+00 -8.238452484240184504e+00 -1.156631286238635425e+01 -1.742354761389165674e+01 -2.152055569020573955e+01 -6.951970352866084113e+00 -1.580484586147174753e+01 -1.464649702178022039e+01 -6.497640480810119357e+00 -1.316774376592098861e+01 -8.916028123174385200e+00 -1.383632757742014974e+01 -8.916685886090377267e+00 -1.192419022871663969e+01 -9.754805858937018570e+00 -1.786485096693506591e+01 -9.752279553133988088e+00 -3.918739843162782677e+00 -7.956462386682147780e+00 -1.031163649607260879e+01 -8.697380530792543141e+00 -1.543820604702507637e+01 -6.757941337968063067e+00 -9.165740068719358646e+00 -4.591317618131995459e+00 -1.522380068403451503e+01 -3.664182178404558954e+00 -1.376320720894960914e+01 -5.664586137128921450e+00 -2.829767738019228318e+00 -1.080836232801202357e+01 -1.668656970765371739e+01 -1.025291435066267809e+01 -2.639419256698946015e+01 -9.239128422223330972e+00 -1.495395781461476759e+01 -7.329344395910908361e+00 -7.903253235149094280e+00 -1.585028851624092283e+01 -1.019637499784344925e+01 -1.571254861073131792e+01 -1.369928987493386785e+01 -1.562479905869267327e+01 -4.678375935591219559e+00 -9.809543132618728123e+00 -1.168042827325457722e+01 -1.274582709720252183e+01 -6.394772796156416916e+00 -2.140945197915824849e+01 -1.978317927815395194e+01 -7.269905027960660959e+00 -1.039341198360379792e+01 -1.704203772205404732e+01 -1.019457035093144270e+01 -1.935095246060316754e+01 -6.920350808553862976e+00 -1.729567362471057379e+01 -1.179570022624767489e+01 -8.732105454720027637e+00 -7.363434182685125506e+00 -8.547450177603522548e+00 -7.813315423212827682e+00 -9.231487756733272931e+00 -7.949518947366058796e+00 -1.468717618056633967e+01 -1.259818576541132984e+01 -8.798093715861782016e+00 -1.662428650537522401e+01 -1.819013391519352751e+01 -4.018448368528666492e+00 -3.766568030344556917e+01 -1.240324402971205586e+01 -1.500193491284528591e+01 -1.168920154434191261e+01 -7.204685232409303808e+00 -1.363601947433619443e+01 -9.184300251469053933e+00 -1.634927557126397346e+01 -1.706897604791207357e+01 -6.070567005647745873e+00 -1.824259767272572219e+01 -1.374337542895774789e+01 -1.020725721906887884e+01 -1.204020458378988678e+01 -6.870358177584563464e+00 -1.142879358114798549e+01 -1.261012271727307166e+01 -1.209232570862540967e+01 -9.657952537908911950e+00 -1.940647914726484657e+01 -2.110037917392536144e+01 -1.106082656042362089e+01 -3.451318705346679394e+00 -2.009188286941726176e+01 -9.637866524200987328e+00 -3.516856521102766919e+00 -1.301407718551588744e+01 -3.206823930589779081e+01 -8.436004273764481809e+00 -1.264577838867207049e+01 -8.036330954456886388e+00 -5.868306618093285465e+00 -1.679507376460357193e+01 -1.620967077777929433e+01 -4.887886916224829292e+00 -1.695980577970352954e+01 -6.900209949074891824e+00 -1.486979199252054684e+01 -1.577327594892345530e+01 -2.269664113491316471e+01 -9.085235835644937197e+00 -2.877798869090783285e+01 -9.806020323553056528e+00 -1.460420487501257014e+01 -1.321800355309228792e+01 -1.159045570453160678e+01 -1.497995623987101510e+01 -1.780424875278684738e+01 -1.294209538373023349e+01 -1.012857804962236230e+01 -9.760218532292768145e-01 -1.016075464991027388e+01 -1.583792670149929904e+01 -1.288877118853461923e+01 -8.912536984875586654e+00 -1.268443787535858291e+01 -1.067897553848861492e+01 -1.326274244006613401e+01 -2.743855196611727365e+01 -1.642537907695569288e+01 -1.194605514313839478e+01 -4.713949589204474933e+00 -1.706897604791207357e+01 -1.157315492646264943e+01 -1.265155525839676898e+01 -7.843131761936533053e+00 -1.250383108229243589e+01 -1.734535764256681034e+01 -7.995442096175480629e+00 -1.473936425385454640e+01 -8.608085534984482479e+00 -1.145704329348491513e+01 -1.237176235476269426e+00 -1.171224785107376931e+01 -8.582773956056215070e+00 -7.178038440894425776e+00 -2.015912541784938128e+01 -8.348958809109120693e+00 -1.903993940364024695e+01 -1.170062634849567473e+01 -8.631786416999958078e+00 -1.142417331323873952e+01 -2.330917289541572757e+01 -3.387161874638887582e+01 -1.866802446997367326e+01 -1.084978442005184718e+01 -1.503798354028990047e+01 -3.133005345255739371e+00 -7.578512934725480932e+00 -2.560581266827972513e+01 -3.723750535479553037e+00 -1.882837129574598123e+01 -1.507550641967065985e+01 -1.266307442206468181e+01 -8.533743100878098176e+00 -1.261164916148732118e+01 -6.953725474774330451e+00 -1.625931441939866318e+01 -1.681388715449634219e+01 -1.272402185628297389e+01 -7.965381691512504858e+00 -2.925756384763388951e+00 -2.799220363525741107e+01 -1.153265292660945818e+01 -8.773907064911639964e+00 -8.044742324722321314e+00 -1.004934937654277860e+01 -6.819761915209056724e+00 -1.347522717327950659e+01 -6.229313644834391539e+00 -1.194786417467832962e+01 -1.070036833514805608e+01 -1.614501954917737692e+01 -1.563216008371058763e+01 -1.045366763627885121e+01 -1.027794082907733753e+01 -9.405495108922195868e+00 -1.030971505262753851e+01 -2.933588190177887611e+01 -6.267743206561391389e+00 -1.158940262640003027e+01 -6.251188261271309443e+00 -1.246745983027956584e+01 -1.353939337520864683e+01 -1.965358185217831988e+01 -1.734452632613587753e+01 -9.153368825050307578e+00 -8.061035337090274311e+00 -5.819361394708337798e+00 -1.233302989047948017e+01 -2.271830592185196451e+00 -1.057784355651142505e+01 -1.182237410397374333e+01 -1.334291977811430741e+01 -9.983008283794916338e+00 -7.048660221438524331e+00 -1.522380068403451503e+01 -1.499751436429428963e+01 -3.017085831295523235e+01 -8.991991977366609490e+00 -1.629680113276671705e+01 -1.504327683344476441e+01 -1.989973086482690690e+01 -5.735288675122504287e+00 -1.261011421177751402e+01 -1.675127212902107487e+01 -2.049576614267591879e+01 -6.958661767582455582e+00 -5.134797126933605682e+00 -5.742146052687857605e+00 -1.438307056759659019e+01 -1.304609143118072723e+01 -1.166607529335544768e+01 -1.022248393791080900e+01 -2.156578471559029708e+00 -1.213906719299956194e+01 -8.365326918375899368e+00 -7.086299510312073835e+00 -1.678941414839120227e+01 -2.468777273474512413e+01 -1.545680388261277471e+01 -8.170514835838574186e+00 -1.200748931920693963e+01 -1.651753502987337185e+01 -7.236077118649291151e+00 -1.564382832681894797e+01 -2.110218162867835190e+01 -1.545209285641377051e+01 -1.048533059387787603e+01 -1.272259044936237160e+01 -1.273177322682357726e+01 -8.483737960448095805e+00 -1.242736661091376504e+01 -1.513378748880691660e+01 -1.112654750114919011e+01 -9.459437036958846079e+00 -3.869691403814599084e+00 -2.757564746782992415e+01 -2.979919651045477735e+00 -8.272251666865614084e+00 -9.829028402158215272e+00 -1.185381971890551256e+01 -7.803066382113954091e+00 -1.618775107468020735e+01 -1.869113196875520089e+01 -9.574366288224950949e+00 -1.104126925383111768e+01 -1.207990945336007371e+01 -5.893003191866029056e+00 -4.725203473493962747e+00 -1.095625528685863515e+01 -1.157407348863142715e+01 -1.252925890707474821e+01 -6.603088134307782298e+00 -1.457663638201807998e+00 -6.727013999985587134e+00 -1.317477381807459835e+01 -1.852172852876175568e+01 -9.839113549198756914e+00 -1.130053344835862106e+01 -1.690560223108678883e+01 -3.346458197279090996e+01 -1.559931477686980372e+01 -1.498222914736807354e+01 -7.737030306450677131e+00 -9.535257144112776473e+00 -1.083819102099644738e+01 -1.075106948277553442e+01 -9.199626704442991354e+00 -1.130641367023865484e+01 -1.961775774391865923e+01 -1.563216008371058763e+01 -4.357987915369506027e+00 -8.981031134187745124e+00 -7.061007157265350997e+00 -1.163786868499893501e+01 -8.208946463384066305e+00 -1.071142989596530981e+01 -1.010743279494093372e+01 -9.972836488918389364e+00 -1.427133161568841047e+01 -1.241767125599270116e+01 -7.064759363835023009e+00 -1.004055211699022720e+01 -1.083573204469502116e+01 -1.354053471094040617e+01 -1.640511327496700744e+01 -2.108801922782936344e+01 -2.615789322383392346e+00 -8.398473342474702008e+00 -7.444521227243868111e+00 -1.655230910053019500e+01 -1.382801494597543979e+01 -1.457820312660089712e+01 -1.705493381383972462e+01 -3.881373790758239295e+00 -4.701566252543400992e+00 -9.991399283351924510e+00 -1.065561138612670788e+01 -6.709678768111487557e+00 -5.100814227306273096e+00 -7.516405163775004894e+00 -6.270220161390582803e+00 -6.734028139682735059e+00 -6.924269558959480264e+00 -5.941452116318586718e+00 -2.218558053876326142e+01 -1.181155399550826246e+01 -1.170132777268365487e+01 -8.705236001084301733e+00 -1.738024162004364825e+00 -1.462135951287375235e+01 -1.565132536469305080e+01 -1.011904611827510791e+01 -1.359467475832083494e+01 -7.991759164399340420e+00 -1.270435944736679801e+01 -2.093675179154244859e+01 -1.712083398243929366e+01 -9.569917570417459274e+00 -1.330731066849078559e+01 -1.191983712871862622e+01 -1.097855083507984375e+01 -1.320054191035545443e+01 -1.009151255455461182e+01 -6.551123930398958350e+00 -1.371380938967683960e+01 -1.838561997163449746e+01 -1.988502285182347862e+01 -8.080155819057750932e+00 -8.864925397420151398e+00 -1.364870349309128983e+01 -6.819067623383787691e+00 -5.653363867776050711e+00 -4.465317822318780827e+00 -2.058118911127564843e+01 -1.824266692913388965e+01 -2.689071031478702878e+01 -1.181379768818106868e+01 -2.799220363525741107e+01 -7.741789857968356614e+00 -1.711191874113025335e+01 -7.967428051848159498e+00 -1.167381080747485100e+01 -1.330731066849078559e+01 -7.900970381511513096e+00 -1.155070627651865323e+01 -1.212709586458444733e+01 -1.908543030651263450e+01 -1.050350086011714268e+01 -1.676600237539695115e+01 -1.080462989386421668e+01 -1.622708895662724160e+01 -1.132805084356380121e+01 -6.859328162928790107e+00 -9.635210327092892157e+00 -1.290937866977628801e+01 -8.781836461332105159e+00 -1.986423799792734712e+01 -7.730406423024504647e+00 -7.291990731263197745e+00 --8.413318695484406362e-02 -1.626523560152183734e+01 -1.433902865154000494e+01 -8.041657560266713745e+00 -1.285193958094070865e+01 -9.292768531096527340e+00 -5.106699011658250242e+00 -1.093416321325736362e+01 -1.051209991552454426e+01 -1.171224785107376931e+01 -9.417899579341053595e+00 -7.720288236635511225e+00 -2.707337716574912179e+00 -9.827378903470204818e+00 -1.717906536310859167e+01 -1.194315345963991604e+01 -1.105866858516806417e+01 -2.506735979600647113e+01 -1.780432340172598060e+01 -1.105866858516806417e+01 -2.689071031478702878e+01 -1.906547141696489689e+01 -8.943908083782247331e+00 -2.982018781248123673e+01 -5.737301990369843452e+00 -8.610108471420588216e+00 -1.171649964595857796e+01 -2.107795722145036166e+01 -2.662169931118368993e+01 -1.048533059387787603e+01 -1.288813129746709762e+01 -1.420737915093302206e+01 -9.442710047211789970e+00 -6.304011733380278315e+00 -9.606066718059835807e+00 -3.387161874638887582e+01 -1.310748201019930548e+01 -1.673683153918756261e+01 -1.461807310874824850e+01 -1.642125630761078980e+01 -1.264583949147160524e+01 -6.181027212025412609e+00 -1.223589339778115459e+01 -1.535176381238339616e+01 -2.054973501449265427e+01 -1.452820761536023042e+01 -1.343110056208291780e+01 -2.262387361874097280e+01 -9.575173084070840446e+00 -9.664398061250963679e+00 -8.810532812284805004e+00 -3.387161874638887582e+01 -1.448921882172795961e+01 -1.255113153329058662e+01 -4.675339676908578213e+00 -1.403053943620460586e+01 -1.371944709345538627e+01 -3.582209927022435636e+01 -1.412940186496469153e+01 -7.518759596605718798e+00 -5.804349183420541181e+00 -1.503624641059582245e+01 -9.510167191167823830e+00 -1.327356344938534960e+01 -9.141507403673614363e+00 -2.523696800507478599e+01 -9.742933740106764162e+00 -2.031017526945508678e+01 -1.714070044686634731e+01 -1.928842527820565067e+01 -8.128962075203972404e+00 -1.595681596811144232e+01 -4.938183699635075641e+00 -1.291747137146361979e+01 -1.018752424490705266e+01 -5.749183758198228134e+00 -1.670894212493570308e+01 -9.716686649765236439e+00 -6.030764695952569809e+00 -7.265779235583195828e+00 -1.454140759794509563e+01 -4.413832083911415793e+00 -5.849981257025092418e+00 -1.080462989386421668e+01 -2.222737008229157141e+01 -1.394278443256457933e+01 -1.403632097676991464e+01 -1.986389731504030465e+01 -2.242314175484787597e+01 -1.122408919518468906e+01 -9.482367196491310324e+00 -1.770410517285488083e+01 -1.433711643184707896e+01 -2.545060632111484722e+01 -1.048928958223436325e+01 -1.272925304795647605e+01 -5.787287647483665864e+00 -8.192247319722824273e+00 -1.771371115459044177e+01 -1.382381803466715553e+01 -2.024381771427498222e+01 -9.691398822186371831e+00 -2.535006638012791313e+01 -2.523726748842705092e+01 -3.663284686611291363e+00 -9.404150408477946144e+00 -1.224273680789592333e+01 -1.418762220563263554e+01 -5.630397779634236599e+00 -6.221302768945321304e+00 -1.303359885025948017e+01 -1.530919651005115156e+01 -8.391873694169404985e+00 -1.255618925269935460e+01 -1.124934336070265317e+01 -1.345971977651953466e+01 -1.969154638567299287e+01 -1.651390963387643751e+01 -8.868426562275274705e+00 -1.589965959869682877e+01 -1.189109335682901758e+01 -1.690560223108678883e+01 -2.941739029198741662e+01 -1.119512487207876461e+01 -1.755718108213042683e+01 -1.267432951594122414e+01 -7.084546054024869477e+00 -1.983251589424529016e+01 -9.233321759858796440e+00 -5.179948545966269080e+00 -6.551123930398958350e+00 -9.380763170437177223e+00 -9.722079630947348505e+00 -1.179435040482377417e+01 -3.910313067795016195e+00 -1.730877896374167335e+01 -1.028415717474237567e+01 -1.949520056009282598e+01 -4.752713677001892734e+00 -2.908422312229689055e+01 -1.189552050939089156e+01 -1.516508735989192758e+01 -1.065143058861781356e+01 -8.700510933359851151e+00 -1.005448258150603635e+01 -8.601782941023827789e-01 -8.615007952442667261e+00 -1.048422627677607011e+01 -2.316751306709701907e+01 -1.949520056009282598e+01 -1.073995486805380040e+01 -7.044527269388950685e+00 -2.251357094513329571e+01 -1.940647914726484657e+01 -1.096824391217582217e+01 -1.544989871187335950e+01 -2.102854862951417658e+00 -2.689071031478702878e+01 -5.261186562625347563e+00 -8.770005096030857317e+00 -1.741399841034194651e+01 -1.647662614189133024e+01 -1.055098328727301293e+01 -1.001621502118902640e+01 -4.647205116250034962e+00 -1.362361618527719997e+01 -3.706239759400730804e+00 -6.505105004796519097e+00 -1.813861812727802203e+01 -1.522380068403451503e+01 --2.852010906738101426e+00 -9.223060685675463333e+00 -5.920753501262353780e+00 -1.385453411545933022e+01 -1.045796388638126473e+01 -1.452831018952929298e+01 -3.342913583541827904e+01 -7.649104576913089204e+00 -1.102108023617226706e+01 -1.767854062392635228e+01 -9.563924399373746610e+00 -1.363598687337773185e+01 -1.504540896579922560e+01 -1.267477240906153213e+01 -1.218785461243267321e+01 -1.853073716446257890e+01 -1.004009945367799617e+01 -8.224435131112684871e+00 -1.493334347687498109e+01 -4.189365044654536518e+00 -1.406970630016952839e+01 -1.115392788468726337e+01 -1.193261195074553882e+01 -1.534801682161088365e+01 -2.546670144834477867e+01 -1.006943536574425480e+01 -1.544580032533519898e+01 -1.148008845755533969e+01 -9.748949298104065520e+00 -1.611285736482173547e+00 -1.378453006019593374e+01 -1.037849097936393150e+01 -1.384654887908297383e+01 -9.748288869446156468e+00 -2.032853216332780733e+01 -1.759707750149560468e+01 -1.530941002096558634e+01 -1.775955083855306782e+01 -6.480610201608421050e+00 -8.954267822896767370e+00 -2.189835713541059192e+01 -1.154006833378572594e+01 -7.027482045063734972e+00 -1.039868346165438595e+01 -8.607437955866032553e+00 -1.069372063383271154e+01 -6.903193108368043340e+00 -2.385732870921712845e+01 -8.780716372089628408e+00 -2.775129421250166217e+01 -2.605588822166586738e+01 -1.917931020641542261e+01 -6.521652080449712230e+00 -1.398578577448738258e+01 -2.030634106581649689e+01 -4.606890441992561591e+00 -1.018457271101264894e+01 -1.790614371045734288e+01 -1.158518605109300381e+01 -2.152055569020573955e+01 -1.382387867936866144e+01 -2.590033429096716588e+01 -6.938630516176758078e+00 -8.445506336853355833e+00 -4.495621927054841649e+00 -1.567690909165229129e+01 -7.866501106821544909e+00 -2.008165958421919584e+01 -3.387161874638887582e+01 -1.509089377023214240e+01 -1.721368112637308911e+01 -5.186932320628955040e+00 -8.639075152970619342e+00 -8.249540017079638687e+00 -1.534801682161088365e+01 -6.591039678313990180e+00 -9.112225047030420910e+00 -1.772931724250125285e+01 -1.313705415156775302e+01 -1.579289691103913640e+01 -1.854779895614061047e+01 -2.223561705793034093e+01 -7.094461365024955057e+00 -4.790503143147475384e+00 -1.069384887816189433e+01 -7.039166795344897309e+00 -9.918897533154833468e+00 -1.391010525173403778e+01 -1.343781352019959741e+01 -6.643823433839443737e+00 -1.524084773925795844e+01 -6.969126214644376205e+00 -5.483973385838240233e+00 -2.048739998714995636e+01 -1.419611188224565979e+01 -2.243497304541787685e+01 -8.080740199042878658e+00 -1.327757733920266503e+01 -6.451045594317832865e+00 -7.690423771197885117e+00 -1.484274935356954472e+01 -1.214747796889051301e+01 -2.108513796973487331e+01 -1.203749569559265353e+01 -1.603248597967807143e+01 -4.420040187319500546e+00 -8.379788932752305186e+00 -1.804848379269087388e+01 -1.616130469790454072e+01 -9.730084034571603979e+00 -5.315542754278951065e+00 -1.616105775864403427e+01 -6.251188261271309443e+00 -1.096311429311892027e+01 -9.154977515357231255e+00 -3.057457970426527538e+01 -9.776610791334363171e+00 -1.202636632414262863e+01 -1.584390821198738308e+01 -8.139213594250946926e+00 -1.622708895662724160e+01 -1.585150423578230061e+01 -1.602018841172484542e+01 -1.771371115459044177e+01 -7.965381691512504858e+00 -7.836293354771299846e+00 -9.346251249419353258e+00 -1.539865059207208731e+01 -2.153351199773072722e+01 -1.772734252289968992e+01 -1.459782839748601191e+01 -1.302193200182171040e+01 -2.548497930941519485e+01 -8.795364772863720759e+00 -2.114664314756764441e+01 -7.424110510727231826e+00 -1.740966693083009886e+01 -1.864382809249589457e+01 -1.851143842696988884e+01 -1.480734595688038269e+01 -1.131428827309991902e+01 -1.643174141556987422e+01 -1.107148312986301164e+01 -5.223596646640388030e+00 -5.257664113223881941e+00 -1.150808448235218862e+01 -1.693325027245043657e+01 -2.378647272819605973e+00 -5.701864067379958101e+00 -3.241734402700430451e+00 -8.164057410536472048e+00 -1.579259417720425063e+01 -7.833287158790852800e+00 -1.486759445090847009e+01 -1.516283722209784912e+01 -9.888896049716308312e+00 -2.155589897710278535e+01 -7.309008762839482642e+00 -2.134516710508992787e+01 -1.311547629177795216e+01 -3.387161874638887582e+01 -7.609197381307424735e+00 -6.764746949198965353e+00 -8.032760008868805812e+00 -5.825319103869276205e+00 -1.291747137146361979e+01 -9.004796721176035135e+00 -6.765369529683212590e+00 -1.540287352631399642e+01 -1.371069152473680219e+01 -3.346458197279090996e+01 -1.465783591941548991e+01 -1.360236597110693424e+01 -7.954614226261526255e+00 -2.743855196611727365e+01 -1.531280302080139677e+01 -7.008769748572390768e+00 -1.509109272099547638e+01 -2.743855196611727365e+01 -1.298798674067811021e+01 -3.897349375398221127e+00 -1.223339429955859714e+01 -1.259818576541132984e+01 -3.387161874638887582e+01 -8.448533875740068311e+00 -1.423884377542576374e+01 -1.703101856004830950e+01 -1.650012009877929131e+01 -8.928057369221491513e+00 -4.251592556440684234e+00 -1.510992084337009089e+01 -1.402861511936551153e+01 -1.230071530684682557e+00 -1.755371889612879954e+01 -1.542496676315370507e+01 -7.699600779957719965e+00 -3.387161874638887582e+01 -1.596291665808101357e+01 -2.772798591402938939e+00 -1.523005947737702570e+01 -7.081353255695688631e+00 -1.401592512419775005e+01 -5.543246050362157007e+00 -5.364187657384249519e+00 -9.215672353806354522e+00 -5.841544901755838737e+00 -1.492449108075770425e+01 -1.246232543132065018e+01 -9.337871082066314443e+00 -8.999940443858875483e+00 -7.208314999169743942e+00 -1.135817575130035095e+01 -1.564624364938129020e+01 -1.180097117415780872e+01 -1.142929163149031524e+01 -7.531513863621626115e+00 -8.539895396029919539e+00 -7.318864306436267952e+00 -3.881373790758239295e+00 -2.025968741285987562e+01 -1.827860681877578486e+01 -8.188177954087706212e+00 -2.000115379665280102e+01 -8.067350678519090934e+00 -2.851470246927082997e+01 -9.217354722254398780e+00 -9.692703189880631953e+00 -4.892557952374758656e+00 -2.471499560707840715e+00 -1.888325417554325725e+01 -1.452877368315996875e+01 -1.088664137550171063e+01 -1.459045585330558481e+01 -5.646645819155565960e+00 -1.565841014010972287e+01 -1.182748077769863926e+01 -3.387161874638887582e+01 -1.478087949630446474e+01 -5.997594130461649797e+00 -1.576004750730666615e+01 -9.812400409686617309e+00 -1.849157492121899793e+01 -1.339202160980961764e+01 -6.133829506021925226e+00 -8.861172619465691014e+00 -1.662126813519644486e+01 -1.067131296429219844e+01 -5.104461798023393726e+00 -1.401647997835897286e+01 -1.319450640982819323e+01 -1.539612209638971763e+01 -2.718919149704284166e+00 -8.667226905190247521e+00 -6.051139030225755278e+00 -1.668656970765371739e+01 -1.675310163942816644e+01 -1.128308864469023831e+01 -1.420715364052473717e+01 -3.190322432012735021e+00 -1.261011421177751402e+01 -1.513365088647169898e+01 -8.932227356504668592e+00 -7.405109766951468941e+00 -5.701864067379958101e+00 -3.595697626440525596e+00 -1.890792194866008913e+01 -1.917825560454748768e+01 -1.569135559796582413e+01 -2.884265636718463099e+01 -6.160442188403536079e+00 -1.426013231131479131e+01 -7.410618310115154372e+00 -1.359201961436588135e+01 -6.218810025424772903e+00 -1.642570284346111009e+01 -4.804149941713646399e+00 -1.022066844972664512e+01 -1.459569698645566405e+01 -4.465464336375191579e+00 -1.840871778196154196e+01 -6.362676276237408501e+00 -2.560225384134457727e+01 -1.448198117403853757e+01 -3.723750535479553037e+00 -4.994042608947395934e+00 -8.848459972657650496e+00 -1.348633026702704285e+01 -1.795363186079846685e+01 -6.338920347986288562e+00 -1.251016753315155938e+01 -1.112633372656864594e+01 -7.238440534334472432e+00 -8.244110114664763955e+00 -8.891561246983656019e+00 -1.227352760945919385e+01 -1.457335757433828860e+01 -1.656074319787899185e+01 -9.819288174586915829e+00 -7.384445629792395493e+00 -9.792370212069400282e+00 -8.734448513885041621e+00 -1.622708895662724160e+01 -9.392829036852688773e+00 -1.500796774097997854e+01 -1.344891168826323735e+01 -3.740092988173472577e+00 -1.346388684396212909e+01 -9.744897660954705998e+00 -7.242223234838050416e+00 -1.101036389930567339e+01 -1.430205013316259510e+01 -1.217203773920148535e+01 -1.433711643184707896e+01 -9.680122100920939943e+00 -2.673629161081247219e+01 -1.600293710987185136e+01 -1.446589268916527260e+01 -2.982018781248123673e+01 -1.343110056208291780e+01 -1.449866683696383518e+01 -1.563294893990151024e+01 -2.103377903695015050e+01 -7.161178754437401039e+00 -1.508449324268966052e+01 -7.647166958512556789e+00 -8.058780529545586546e+00 -9.434794660530087640e+00 -8.180704565855293708e+00 -1.421851938763558110e+01 -1.662325503326749754e+01 -2.141413779182647659e+01 -1.415535859465359181e+01 -3.376321284721285565e+00 -4.185474996528739666e-01 -8.126501837821493268e+00 -1.602706065877165997e+01 -1.585927245501471816e+01 -2.478906593187335261e+01 -5.996379992312952822e+00 -5.011927554507607852e+00 -9.225170604980760913e+00 -1.321867269217574403e+01 -1.585662354400700735e+01 -1.192168963496239087e+01 -1.212016260549913227e+01 -6.744684552733943406e+00 -8.777227970429962056e+00 -9.970140644770111749e+00 -1.841525042131262069e+01 -2.311663185047292757e+01 -9.798121021679847331e+00 -1.290351234424770155e+01 -1.219664485454713088e+01 -5.870598202517811615e+00 -1.770334566231323947e+01 -1.052342217434602389e+01 -1.897760691616296924e+01 -1.324277852638991249e+01 -4.986049368203907761e+00 -1.526948258363670163e+01 -5.052609015902618239e+00 -7.241030938920530957e+00 -1.142879358114798549e+01 -3.387161874638887582e+01 -7.454729304650399513e+00 -6.326561607157756839e+00 -5.999239730111881386e+00 -2.155102506089799874e+01 -9.495988447918961128e+00 -5.928356129175043066e+00 -1.053336155373428085e+01 -1.238882614664761661e+01 -6.459266671628455470e+00 -2.057507804292963272e+01 -8.749079928377781812e+00 -4.871921153307354757e+00 -6.700763048902402375e+00 -1.291679589916788018e+01 -1.470463710591940298e+01 -1.291946101025457949e+01 -9.390861764614783169e+00 -4.645925900953031373e+00 -1.475362324031034689e+01 -6.442698131006224571e+00 -1.804848379269087388e+01 -1.283440515427153628e+01 -1.074658527428512400e+01 -1.449974013025446595e+01 -1.497770066252205368e+01 -1.603110787665545445e+01 -1.179719468374240421e+01 -1.816887907156464621e+01 -1.118621632155348777e+01 -1.536632846606261182e+01 -1.111094406926201827e+01 -1.454344066552131665e+01 -6.157781232892162393e+00 -1.468420706845053303e+01 -5.524218619888458193e+00 -1.212879715563693139e+01 -2.152055569020573955e+01 -6.082513976975306491e+00 -9.967570453584954748e+00 -1.085611316848293484e+01 -1.406358908729150414e+01 -3.517160070311675213e+00 -1.976398936887561320e+01 -9.098188916027297068e+00 -1.506824774799757449e+01 -9.613118115009399389e+00 -1.417148194949832885e+01 -1.225721056343360260e+01 -1.926911954325639442e+01 -1.264719214190898811e+01 -1.196421440893320209e+01 -9.230791547024580268e+00 -2.855791108025975689e+00 -1.370980517046444902e+01 -1.108889750069721458e+01 -6.584977020374921608e+00 -1.566558516950232161e+01 -2.144107545832946471e+01 -1.183173405015759272e+01 -1.070003201744867738e+01 -8.491544641747708511e+00 -1.640254829544306858e+01 -1.638524468519219113e+01 -1.575940581916422900e+01 -1.506824774799757449e+01 -6.938641996035059378e+00 -1.684374741182485025e+01 -7.187092442344535925e+00 -1.304814644811300184e+01 -8.319370377838112063e+00 -1.147017610200485649e+01 -1.263699722628685151e+01 -4.672190451069127448e+00 -1.157407348863142715e+01 -1.333866477793387162e+01 -1.051790822860824903e+01 -9.606605394916755358e+00 -1.368596655020088804e+01 -2.118440947205573366e+01 -2.744799503291247333e+01 -1.328725221973188297e+01 -3.052204096738149985e+01 -3.387161874638887582e+01 -2.174219559640182808e+01 -1.973916602066540804e+01 -7.118909016454949779e+00 -7.543392159352748649e+00 -1.112435494756890364e+01 -5.382558868835729982e+00 -4.807421912320180013e+00 -2.686051850308247424e+01 -1.036633717357609896e+01 -1.712196204607008099e+01 -1.555497950455095690e+01 -8.577473834797075369e+00 -1.553345181237693851e+01 -9.158524818115452604e+00 -1.587304824135139825e+01 -2.018924281664631337e+01 -6.214460770577161952e+00 -3.387161874638887582e+01 -5.907862368021937982e+00 -1.550537709532663655e+01 -1.136606041231365793e+01 -1.600396997959066425e+01 -6.324686691379127979e+00 -9.159376162248875630e+00 -1.021798321463464276e+01 -1.925663405977223874e+01 -3.044904535928391454e+01 -1.195982129767645574e+01 -5.370338312355144694e+00 -1.804848379269087388e+01 -1.194764945514235421e+01 -1.352529556398802413e+01 -1.080074100899946643e+01 -9.604551546645751614e+00 -2.718919149704284166e+00 -1.859482967213851623e+01 -8.785759525176899842e+00 -1.356926210187774018e+01 -6.542911894580868193e+00 -1.449247139541618878e+01 -8.127147046967365895e+00 -1.983541707756955930e+01 -1.832542880290078813e+01 -1.362989475822891450e+01 -1.313171602106142188e+01 -8.630042074053861256e+00 -1.764247317516039004e+01 -1.801401984332652262e+01 -2.689071031478702878e+01 -1.562781067778689703e+01 -1.179047655892540547e+01 -1.382463216234761205e+01 -5.111514234349058938e+00 -1.173582664679094023e+01 -1.843967297754396384e+01 -1.668656970765371739e+01 -5.445499653706349363e+00 -1.145941514022364061e+01 -1.195783530812498441e+01 -1.079243589685712834e+01 -1.005836272335984916e+01 -1.097427392048179229e+01 -9.185698587356156963e+00 -8.009049142819080203e+00 -1.171224785107376931e+01 -2.015515779484904613e+01 -3.387161874638887582e+01 -8.701489335571466199e+00 -4.737931629190612171e+00 -1.181518984709188658e+01 -2.190762713003790907e+01 -1.371944709345538627e+01 -1.706897604791207357e+01 -1.279766710768186044e+01 -1.630084440801097401e+01 -1.341929937467239142e+01 -9.449475656140805313e+00 -9.685839750691940253e-01 -1.196365771190750138e+01 -2.094706832502544103e+01 -1.368006879566127054e+01 -1.522380068403451503e+01 -2.005515668663572626e+01 -1.768279361585059917e+01 -1.169544769426329367e+01 -1.497792217864986242e+01 -4.674353771990226392e+00 -8.274593085701937412e+00 -2.114520468614894355e+01 -7.664551424519004286e+00 -8.380164395385250486e+00 -1.006434291995711305e+01 -9.508700480395532395e+00 -1.734311539136325564e+01 -1.379633316882630822e+01 -1.414899085487859054e+01 -9.798728493222654379e+00 -8.706597207718544951e+00 -2.446438188443327988e+01 -5.440425871822995418e+00 -1.011950135045263721e+01 -1.543801693568406108e+01 -1.661400864425459645e+01 -9.497951904732104822e+00 -8.278999385531633948e+00 -1.254869589377439354e+01 -8.533445688375124405e+00 -2.449516728130899423e+01 -1.068783380171018393e+01 -5.788413945800556348e+00 -8.890499384034939112e+00 -1.635893451662794007e+01 -7.734042069010570231e+00 -1.850560931204591952e+01 -6.372450209528466303e-01 -1.243143888175615075e+01 -1.716156887315202084e+01 -5.346742992589696541e+00 -9.611905239801060929e+00 -1.321953557488018305e+01 -2.189054432540781647e+01 -1.468619854067343056e+01 -1.292925603700402348e+01 -6.970186051080474954e+00 -1.150960422550565454e+01 -1.519826402804517329e+01 -9.620710409694552823e+00 -1.332976202285934164e+01 -1.438147565056871713e+01 -1.032099647190452174e+01 -1.012755125992876515e+01 -5.419769256777016153e+00 -1.669779505334493308e+01 -8.575786538986093888e+00 -1.211097460731899389e+01 -1.335475695942888308e+01 -7.779516944091668051e+00 -1.181724097138021534e+01 -4.691925452533425300e+00 -1.134373154173553644e+01 -1.180180275741697926e+01 -1.122040606812085173e+01 -6.734480073802366462e+00 -5.446405155791353536e+00 -1.537917961831306002e+01 -1.559011511317879695e+01 -9.819179130410589096e+00 -1.551224889631940584e+01 -1.942128919505670126e+01 -1.468000432368251040e+01 -8.751207792462437851e+00 -9.252549963485577678e+00 -1.480625285587430540e+01 -1.314595695264071651e+01 -1.906113937502503575e+01 -1.035533338166617057e+01 -1.769582945766995863e+01 -1.464954131978423391e+01 -1.314855661038014034e+01 -1.268688541638844924e+01 -1.498435370647960951e+01 -1.031163649607260879e+01 -1.393858892160393737e+01 -4.095420089699828736e+00 -9.344045283781767353e+00 -1.513830653802595805e+01 -1.016586793063468974e+01 -1.105084833372823994e+01 -7.005550797220848835e+00 -6.674728219871170154e+00 -5.169559295755789208e+00 -1.397627412186832885e+01 -1.108647982339910243e+01 -2.351429333557568668e+01 -2.014702727896252554e+01 -8.040604341482435302e+00 -7.097860571564240217e+00 -7.998441113988093321e+00 -8.966396252423677993e+00 -1.146780026062285174e+01 -1.348298064079368430e+01 -8.293443300266517326e+00 -5.065739831415470462e+00 -1.278770237545850819e+01 -7.179652996953393540e+00 -8.077004947330706841e+00 -2.270234269108418346e+01 -4.873476234205583069e+00 -9.992300841401387856e+00 -3.387161874638887582e+01 -3.387161874638887582e+01 -9.773232971161235128e+00 -1.092729453691988795e+01 -1.321464995451765390e+01 -1.007805617127270637e+01 -9.641868980676633782e+00 -1.002423160643776612e+01 -1.464954131978423391e+01 -1.202318739008572379e+01 -6.236448628622426327e+00 -6.753565605232616065e+00 -9.938397011815126803e+00 -9.107792830554913621e+00 -9.480199098516550293e+00 -1.228294515885855276e+01 -1.128462555242668941e+01 -1.210379159696829277e+01 -1.177004870114262758e+01 -9.794545836309779929e+00 -1.777999208320275670e+01 -1.142879358114798549e+01 -2.119604703354954722e+01 -7.828952066714890634e+00 -1.265155525839676898e+01 -9.064941199384350057e+00 -1.002451396336995515e+01 -7.848969908714778398e+00 -2.564711729469408397e+00 -1.188247710025599702e+01 -1.392340746457853129e+01 -1.177518408286964302e+01 -1.795322964311134228e+01 -3.372217148110465246e+00 -1.998758791989658334e+01 -5.126638401874529904e+00 -2.877798869090783285e+01 -1.453388097192296868e+01 -1.195506808321800918e+01 -1.489913296744745708e+01 -6.414234665034840077e+00 -1.339202160980961764e+01 -1.183973459693844177e+01 -6.547598827418141809e+00 -5.149189319091419748e+00 -7.023038126772632950e+00 -9.902966459569157109e+00 -1.352178247635842467e+01 -9.996339501149691387e+00 -1.420715364052473717e+01 -4.731232798308980136e+00 -1.473357093683924290e+01 -2.546670144834477867e+01 -1.484510610731113900e+01 -1.272424441680111329e+01 -1.408409661844939365e+01 -4.915521020319502554e+00 -1.732010811462079403e+01 -1.666400302871728911e+01 -1.587749852426642860e+01 -8.693739498205488303e+00 -1.056507920128062494e+01 -1.104115994070653528e+01 -2.884825096627949392e+00 -1.227900163249334753e+01 -7.097236341531669268e+00 -1.340275320912247992e+01 -3.464175696368442914e+00 -1.043105970992351672e+01 -8.965289697077963638e+00 -6.642559041075713822e+00 -2.251357094513329571e+01 -1.147222744412951556e+01 -8.243816803440935814e+00 -1.191441378846751320e+01 -6.878173694997911980e+00 -9.389700856728012468e+00 -1.461550363978848566e+01 -1.637377143386466116e+01 -7.131663246310537829e+00 -7.542469968665855617e+00 -1.077477130944456007e+01 -1.186947891741736782e+01 -2.841610660414954737e+01 -5.510291234637037405e+00 -8.961506255044966451e+00 -2.134516710508992787e+01 -1.504959190799849011e+01 -1.326710107366444902e+01 -1.739751550440112737e+01 -1.393693194122131729e+01 -1.769974783065876522e+01 -9.107477411233332987e+00 -1.219250922176493646e+01 -8.103150049390123399e+00 -2.028218176942367279e+01 -7.653410576205388338e+00 -1.418685881800898585e+01 -9.461025867837747683e+00 -9.190936434120899889e+00 -4.461656954674992903e+00 -1.933177061825000465e+01 -1.728893486937153057e+00 -8.013463196921918552e+00 -1.060878791196246596e+01 -5.194125072897435302e+00 -1.255600851743209034e+01 -1.323953604556363928e+01 -1.279307982285213541e+01 -1.308711061355009520e+01 -8.036354908720682033e+00 -9.705576582879203329e+00 -1.402406924403963728e+01 -2.884244074746256103e+01 -5.075683946988732487e+00 -6.081352634513194744e+00 -1.605475968092488870e+01 -1.561155704874964556e+01 -8.446686728819642553e+00 -2.034190987023245611e+01 -5.779568875117220728e+00 -1.628412767869497202e+01 --1.078041581148170280e-01 -8.745060468557255717e+00 -5.517102354017652033e+00 -1.140756215343046165e+00 -2.812584205999897335e+00 -1.202318739008572379e+01 -1.300543438644940863e+01 -6.415180019592128247e+00 -2.063925470184845778e+01 -9.433853174610575820e+00 -1.147695825459146590e+01 -1.130637854190834446e+01 -9.753603590506358501e+00 -1.371873830816916495e+01 -6.695270844515647468e+00 -1.804131666192756711e+01 -1.031163649607260879e+01 -7.895028559071334939e+00 -6.571848499308273972e+00 -4.691016674300172440e+00 -1.546749390360888299e+01 -1.698062796838452471e+01 -1.380468248788568530e+01 -1.140815978513232665e+01 -6.414234665034840077e+00 -1.194764945514235421e+01 -1.122355413808878666e+01 -1.708238621460338891e+01 -1.217448671954777240e+01 -1.801281560376916957e+01 -1.984754086947221197e+01 -1.408350925239065532e+01 -1.119561463810448743e+01 -1.248189360233983791e+01 -1.139614628279579733e+01 -9.653783558937817588e+00 -1.277437544422456028e+01 -3.881373790758239295e+00 -9.079893442984712237e+00 -9.694918689312743254e+00 -1.649763996487875772e+01 -1.108779512257302713e+01 -2.152055569020573955e+01 -1.863500551489318013e+01 -4.367397338638767224e+00 -7.900092091624685509e+00 -1.420715364052473717e+01 -1.713647241158827228e+01 -1.108201753826216418e+01 -6.254211116719488928e+00 -3.387161874638887582e+01 -1.297401347583630127e+01 -1.475840607050642461e+01 -4.522526341601420086e+00 -8.902105760117095201e+00 -2.230612692166657496e+01 -2.185832540992645079e+01 -1.745684004280384727e+01 -1.205567430385245586e+01 -3.079199698229061255e+00 -1.257370676701850698e+01 -5.096603518074616090e+00 -4.599372469058963020e+00 -1.393263931260159438e+01 -1.058565044650720210e+01 -1.151316425639753049e+01 -1.200828180081080632e+01 -8.188422273027057940e+00 -1.437566339643416313e+01 -8.272251666865614084e+00 -1.522380068403451503e+01 -1.533718798618846790e+01 -1.544989871187335950e+01 -9.310707181701900481e+00 -1.136540327622880397e+01 -9.346251249419353258e+00 -8.365326918375899368e+00 -5.008736896290457707e+00 -8.274593085701937412e+00 -8.306322110189270802e+00 -1.966338955580741299e+01 -2.062640030103540312e+01 -1.134771583492984348e+01 -6.542902509352273910e+00 -1.755736967947613891e+01 -1.013261918181343901e+01 -4.019023374757736633e+00 -9.542179905168779896e+00 -6.654272495234749840e+00 -1.456428970427072045e+01 -1.222829543569335442e+01 -9.066365339569301796e+00 -1.419161532577395235e+01 -2.180686730993379285e+01 -9.157292707390027431e+00 -1.565503434704567098e+01 -5.125831431234445290e+00 -2.321398660637041189e+01 -1.286946793694828273e+01 -1.303539702368028941e+01 -7.505535731502305907e+00 -1.757604128031562141e+01 -6.283633970058488671e+00 -1.382146750803376278e+01 -9.177447299720924434e+00 -9.156629871889691685e+00 -1.747467071519719184e+01 -1.427201964596450523e+01 -9.639697573851023549e+00 -7.074791547318099560e+00 -1.037745154706496464e+01 -7.722985124029946746e+00 -1.040263306836568802e+01 -7.115294892890247525e+00 -2.148105463452343145e+01 -1.121783769020903776e+01 -2.190438507652805811e+01 -1.548862944518538143e+01 -1.103707424803683068e+01 -2.132154194760749988e+01 -1.221429739332459974e+01 -1.340788943400811206e+01 -1.403350258954614560e+01 -1.155572132300865462e+01 -1.802301677563899318e+01 -1.716062532154158760e+01 -8.452647271040561350e+00 -1.018733752805185588e+01 -1.677202990062362176e+01 -7.486633299530780050e+00 -1.214178079669682120e+01 -1.050961228548410986e+01 -9.996989776095631441e+00 -1.745094194704445556e+01 -1.222278112873911482e+01 -7.896867130367652976e+00 -4.099960521798379887e+00 -1.136465178095880901e+01 -3.035344781855314977e+01 -1.175845500563806922e+01 -1.108458347710498515e+01 -1.986922671938867779e+01 -7.470602067408137259e+00 -1.222041879881236071e+01 -1.575094983851148811e+01 -1.801558002116436796e+01 -1.451442510775935091e+01 -1.029823952431250689e+01 -1.132869134463123828e+01 -1.152661842126542524e+01 -6.062787263098528001e+00 -2.185084814737726333e+01 -1.696402193225432598e+01 -1.669511908346771634e+01 -3.136922830546495788e-02 -1.497770066252205368e+01 -1.779488396543322892e+01 -1.141201262938102445e+01 -4.589286652855435023e+00 -2.706476038791724648e+01 -2.467521609743953093e+01 -1.594807044663129147e+01 -6.414234665034840077e+00 -9.734549603229822878e+00 -3.723750535479553037e+00 -1.468000432368251040e+01 -1.347962098472891057e+00 -1.196951403526287550e+01 -1.844082499071873826e+00 -1.033093977001304609e+01 -1.345947706707870850e+01 -3.387161874638887582e+01 -8.037692679595949130e+00 -2.388055720635560419e+01 -9.670191103089294415e+00 -1.057784355651142505e+01 -1.283624015953057551e+01 -1.262462781023893399e+01 -1.052026029687152686e+01 -1.643174141556987422e+01 -3.723750535479553037e+00 -4.641823732044670692e+00 -1.080717028736160046e+01 -1.758534923019658436e+01 -1.479436194281896633e+01 -6.192085411869669542e+00 -4.909821344854492509e+00 -1.835308710358712858e+01 -3.411531776096794033e+00 -7.371986756403586583e+00 -9.171984059527559907e+00 -2.804520554163492818e+01 -1.580247724181164415e+01 -6.427077911621736916e+00 -7.511063148594004701e+00 -1.522380068403451503e+01 -1.077343291488297439e+01 -1.926911954325639442e+01 -1.381398320016278092e+01 -7.710089308845226697e+00 -1.309968918402067573e+01 -9.602216905553078163e+00 -8.049741813830308956e+00 -5.701864067379958101e+00 -1.114197168357665646e+01 -9.679339738564351592e+00 -1.009020734996992985e+01 -7.516995736322897415e+00 -1.863500551489318013e+01 -1.331853088453394207e+01 -9.128806933967823056e+00 -3.387161874638887582e+01 -1.671291670968452081e+01 -4.307261336427444576e+00 -9.484089053299427974e+00 -1.820155395980400215e+01 -7.884910920006447554e+00 -1.801993608245270195e+01 -1.906460479483995130e+01 -9.204741738204745616e+00 -5.337493154150195096e+00 -1.185980135873437291e+01 -1.948746881237988759e+01 -2.757488901283331018e+01 -1.201140293442624341e+01 -1.559504074233771576e+01 -1.352843716220715464e+01 -8.329492047485288708e+00 -1.884100930369022819e+01 -1.458763195812603897e+01 -7.685873862740152163e+00 -7.065281309176242530e+00 -1.319167036149889327e+01 -2.371236546795165623e+01 -1.994376017862329320e+01 -1.129304585308578623e+01 -5.941553858350545170e+00 -7.666127735926707487e+00 -5.985456449407919877e+00 -9.156076541873702013e+00 -1.256829177426770627e+01 -1.041790555820158204e+01 -2.703636646002321697e+01 -1.266220890608114757e+01 -1.003562908010098909e+01 -9.949839057393390362e+00 -1.142879358114798549e+01 -2.015515779484904613e+01 -1.730877896374167335e+01 -9.757978185671021265e+00 -1.849711169586299775e+01 -4.972927682819488382e+00 -6.702743735853459839e+00 -1.057784355651142505e+01 -2.242334984459326108e+01 -1.131812038248055785e+01 -8.923775580033392885e+00 -1.342972314950129942e+01 -5.630397779634236599e+00 -5.058922881583299613e+00 -1.258176755771741995e+01 -1.103120511568245377e+01 -1.331021747991259474e+01 -8.720582521020574518e+00 -1.205042433329970208e+01 -2.588303054393725233e+01 -1.201327882719179740e+01 -1.492832237067283074e+01 -8.803842380402585377e+00 -6.710895846948552901e+00 -7.421320099160155337e+00 -9.509235938143199007e+00 -1.152646228016679686e+01 -1.274367544988834311e+01 -5.179419178907600951e+00 -9.724980597455825659e+00 -2.884825096627949392e+00 -8.484124169475165900e+00 -2.127468171017903842e+01 -2.820796912167369896e+01 -1.235359758839737765e+01 -5.907831858546899184e+00 -1.031319386677749605e+01 -1.442199398864416082e+01 -6.465712721907380001e+00 -1.189226926792373717e+01 -1.478506155345465345e+01 -1.015312536365547658e+01 -8.605972995966695294e+00 -2.705013558640240490e+01 -1.068686696068303377e+01 -9.405632734805422501e+00 -1.003802611302675984e+01 -1.716156887315202084e+01 -1.251901229397746818e+01 -8.978594644569085403e+00 -2.967308783448977749e+01 -7.436232742269183404e+00 -1.272163509862585329e+01 -5.211191015174335917e+00 -9.706335146002601277e+00 -1.804848379269087388e+01 -1.154180049268957475e+01 -1.170568129203333285e+01 -2.020820785517538809e+01 -1.064094437473083588e+01 -1.500193491284528591e+01 -1.349887537485062694e+01 -1.468078245577466134e+01 -5.260333327293139405e+00 -8.929730611194443668e+00 -1.091940134254741679e+01 -1.074807423383158778e+01 -1.682868779993393105e+01 -1.063552232479158022e+01 -1.330731066849078559e+01 -4.434130589644269094e+00 -1.962633867964822798e+01 -2.335414742214483397e+01 -1.730877896374167335e+01 -1.373128055761232247e+01 -1.402406924403963728e+01 -2.385340558210808126e+01 -1.604810682872656002e+01 -1.217448671954777240e+01 -1.900788984360703182e+01 -7.603925980220466840e+00 -6.332201463558050136e+00 -1.392061910826515714e+01 -9.316275768820844405e+00 -1.084183524968609902e+01 -1.306986534935096245e+01 -1.431131958524471770e+01 -1.173737269673175376e+01 -3.387161874638887582e+01 -1.666400302871728911e+01 -5.780363943961447148e+00 -2.546156144724631076e+01 -8.646329616639732762e+00 -1.530941002096558634e+01 -8.365326918375899368e+00 -9.048115859470598821e+00 -1.455593308469192948e+01 -9.184570725189075802e+00 -1.060929000182230197e+01 -1.433711643184707896e+01 -6.093017410846996995e+00 -1.330864971634284188e+01 -1.200975143233642939e+01 -1.594932191621916218e+01 -1.675310163942816644e+01 -1.521749851228859995e+01 -9.510167191167823830e+00 -1.393139063088689511e+01 -8.163306755795048275e+00 -1.157678858985921977e+01 -1.430124718420930208e+01 -1.387171480135229729e+01 -7.575052252092817184e+00 -8.273330612779233206e+00 -4.598886680050426889e+00 -1.492832237067283074e+01 -1.239016996782332569e+01 -1.065576404459399384e+01 -9.680676237275790186e+00 -1.054942350961761122e+01 -1.704702452489013353e+01 -8.734615010786754397e+00 -7.935659707732753532e+00 -1.027947925059048373e+01 -1.558183948119557272e+01 --8.630027171720087154e-01 -1.700895084052675088e+01 -1.391093948995417406e+01 -6.539813903846493304e+00 -8.097716952299023774e+00 -1.374253411284786353e+01 -6.124360817533471391e+00 -9.432084019655079032e+00 -1.346479705747817945e+01 -1.300522551092278434e+01 -1.713977597590688617e+01 -1.526147802788938179e+01 -1.751076200489883661e+01 -1.194028530699389989e+01 -1.827124915063723165e+01 -1.447649263518636076e+01 -1.002178165781597841e+01 -1.716482367697001621e+01 -7.350656281357828448e+00 -1.546749390360888299e+01 -1.207854722800173874e+01 -1.269923521521995724e+01 -1.036029829873447738e+01 -1.727200004942093869e+01 -1.995183659597462622e+01 -3.654407304660992395e+00 -5.737301990369843452e+00 -1.668656970765371739e+01 -8.824880258794891574e+00 -1.646052186065072931e+01 -3.245169177536951111e+00 -1.357611186909824141e+01 -1.202583042667349389e+01 -5.374726302164177127e+00 -2.004899967696472629e+01 -1.031163649607260879e+01 -1.884804990338035680e+01 -1.007498372733881808e+01 -9.991399283351924510e+00 -9.059625824726538212e+00 -1.481629344087725997e+01 -1.689937740024677737e+01 -3.125705140385217362e+01 -9.173066110732676748e+00 -1.958595111721261617e+01 -1.199929379449396549e+01 -9.683480107270568737e+00 -4.109687670778789936e+01 -7.579571297741310332e+00 -3.049887320084593512e+00 -1.011904611827510791e+01 -2.488576345565608960e+01 -5.945613287617760534e+00 -3.217647746706404632e+00 -2.605588822166586738e+01 -1.241800056083809523e+01 -1.974928554199057373e+01 -8.539319327149442529e+00 -7.605139507544308231e+00 -7.413092168084375544e+00 -2.698938472204943650e+00 -6.839426600898221409e+00 -8.671080914856858612e+00 -7.328446048311874961e+00 -2.185631517900829124e+01 -9.145799648354554279e+00 -9.609091655938314602e+00 -1.700086661980482461e+01 -1.276078963877515093e+01 -1.850560931204591952e+01 -2.964880353752917586e+00 -1.108305405231716634e+01 -8.758432627877624554e+00 -1.462941346700516476e+01 -1.246173390871841491e+01 -2.388895013388065536e+00 -7.706265367310692227e+00 -4.687586306806409198e+00 -8.680928691044087486e+00 -4.365882163347791334e+00 -1.810180697071999134e+01 -1.142469851592035468e+01 -3.914752663221392481e+00 -1.007899457087640371e+01 -6.077535991249376934e+00 -1.811928893009277886e+01 -1.031890753788731274e+01 -2.560225384134457727e+01 -6.079996951876381672e+00 -1.916835442820520541e+01 -9.347384453928384573e+00 -1.006689004995550363e+00 -1.061277063408212484e+01 -5.345092839707760390e+00 -8.634860867030340614e+00 -5.664586137128921450e+00 -5.840941058152068877e+00 -1.841222943262785350e+01 -2.246703366847404482e+01 -2.300257740538826567e+01 -1.250468223318235061e+01 -9.518436664959324389e+00 -1.551396817075813317e+01 -9.964821085261988287e+00 -1.140888596831734958e+01 -5.732695477595356692e+00 -5.616677449240810915e+00 -9.915422109198757994e+00 -1.058690095019827027e+01 -9.600820009776739994e+00 -1.057784355651142505e+01 -1.866802446997367326e+01 -8.365326918375899368e+00 -1.133163850346076629e+01 -1.290183852767638939e+01 -9.304391266449897557e+00 -1.264810769726213380e+01 -6.492578837890818022e+00 -1.723342086935033990e+01 -1.265374585139304031e+01 -2.152915312399703396e+01 -1.434767624751368942e+01 -4.639401079966987140e+00 -1.589511391659223705e+01 -1.618775107468020735e+01 -1.011950135045263721e+01 -8.612674241249862916e+00 -6.049943043686653255e+00 -7.144257328660543749e+00 -1.549594525603366435e+01 -2.698938472204943650e+00 -1.143942242162687251e+01 -1.106869114832306877e+01 -5.098698182228190490e+00 -1.171129696153420241e+01 -9.171984059527559907e+00 -8.643844212520249926e+00 -1.540170831558322107e+01 -1.893814497764161331e+01 -1.618287877677464337e+01 -6.981284932190192194e+00 -8.708315706715765714e+00 -1.095831211939821515e+01 -9.778287970065051127e+00 -1.028334819063692862e+01 -7.817243540950173042e+00 -1.050965770463508875e+01 -1.011680271092406258e+01 -1.316567760412544885e+01 -1.197220796448233671e+01 -1.343249863525684873e+01 -1.688756409098189692e+01 -4.325822946338377051e+00 -4.687583684137777595e+00 -1.399858457158472902e+01 -1.311007890058560577e+01 -1.801666576008037168e+01 -2.174608489465491346e+01 -6.531702604270918755e+00 -9.995995733163070440e+00 -8.398616369513135282e+00 -1.504012046883418918e+01 -5.942610203774520983e+00 -8.676266077554359413e+00 -2.198709992207676578e+01 -5.462098803276717263e+00 -6.236277576244390275e+00 -6.516373685013562067e+00 -1.441400460579897924e+01 -1.224449022569510248e+01 -2.112521620298743130e+01 -1.792772644085202671e+01 -1.005134014560081823e+01 -9.518876592374311940e+00 -1.057784355651142505e+01 -1.180424072194024632e+01 -1.893814497764161331e+01 -7.174667415503748202e+00 -1.315684605089826675e+01 -3.206823930589779081e+01 -1.009859585112155855e+01 -7.205590039517986156e+00 -1.833631998762716364e+01 -1.217003789776400424e+01 -1.804848379269087388e+01 -1.075409832281310685e+01 -1.801092927247231046e+01 -1.706734339431585568e+01 -3.158084131080343582e+01 -9.544192780435352574e+00 +1.544989871187335950e+01 +1.494042127501893447e+01 +1.101221588239106097e+01 +6.808651052106057477e+00 +6.899727413691650213e+00 +1.863500551489318013e+01 +7.854899296825848865e+00 +3.810139475746240123e+00 +7.895479470256503873e+00 +1.476678781954817055e+01 +1.496515927079609298e+01 +5.559346910706395306e+00 +7.544466994828667339e+00 +9.269708956369925090e+00 +3.502020656974870860e+00 +1.733258059041938282e+01 +1.073701439700184324e+01 +1.743168984715714487e+01 +9.082563505930579595e+00 +1.543125498034459042e+01 +7.698220602198404094e+00 +5.737301990369843452e+00 +6.650482326101226249e+00 +1.046078250482656813e+01 +1.131270113352982776e+01 +1.031163649607260879e+01 +1.057543945098169047e+01 +1.676060495573618425e+01 +5.301819522069294521e+00 +7.165659811175316918e+00 +7.204774994777267239e+00 +2.441850224862321284e+01 +8.178746229068124762e+00 +1.135467079734735307e+01 +1.546432586572828427e+01 +1.263235431591176905e+01 +1.285200561128175423e+01 +1.543811060872499752e+00 +1.000995053143685709e+01 +9.402602257330869406e+00 +8.331012812113741006e+00 +9.602408372748769239e+00 +1.808144868596960464e+01 +1.054548794095991582e+01 +8.299749048147646135e+00 +5.903251603054101793e+00 +7.881755639399699476e+00 +1.179554881616681428e+01 +1.532979816720022370e+01 +1.714070044686634731e+01 +6.000407571156088693e+00 +4.433988325892741500e+00 +9.477302327372200352e+00 +1.369598909957750266e+01 +1.066236730152493806e+01 +1.090335661528371247e+01 +2.152055569020573955e+01 +1.813725114104799729e+01 +4.576321667259620085e+00 +3.597427102715712977e+00 +1.476834970380544121e+01 +6.920350808553862976e+00 +3.387161874638887582e+01 +4.535992735898318529e+00 +7.329039989781236386e+00 +8.013940204055714389e+00 +9.415536330436736989e+00 +1.394483773539542426e+01 +5.477528819932601323e+00 +2.506735979600647113e+01 +8.576466668567533702e+00 +1.714895777475766181e+01 +3.274731883242893105e+00 +1.241638032755716381e+01 +6.920350808553862976e+00 +1.261011421177751402e+01 +1.497770066252205368e+01 +1.978559677696171093e+01 2.743855196611727365e+01 +2.877798869090783285e+01 +1.235607717072879552e+01 +1.233304079026217437e+01 +1.278863322263288183e+01 +1.400475985660452238e+01 +1.668484953875787369e+01 +1.442354278487476904e+01 +1.341930360830814095e+01 +9.712593407040841953e+00 +1.127436598956603575e+01 +4.151729483702411017e+00 +1.235915680585456755e+01 +1.472588792009018732e+01 +1.640511327496700744e+01 +1.261150617627744452e+01 +7.509282145463458846e+00 +5.620873630466491022e+00 +2.838734339247562843e+01 +8.563114432800588816e+00 +2.963511867648871601e+01 +1.547172828828968250e+01 +9.316726850760232992e+00 +1.190872348923404900e+01 +1.160544296897451488e+01 +1.502481418219704778e+01 +1.506686417875349093e+01 +1.093382931808525882e+01 +1.611793482482121931e+01 +1.250640936829402960e+01 +1.147301288190018909e+01 +3.387161874638887582e+01 +1.328271119249109233e+01 +4.503203495200352791e+00 +1.547172828828968250e+01 +3.017186111921731140e+00 +1.846440344483075080e+01 +1.494638344230321536e+01 +9.722091532058399821e+00 +1.475400537623768571e+01 7.820635447933483420e+00 -1.879440837306094636e+01 -7.581295346161866178e+00 -9.651682842109835292e+00 -2.420088994283180739e+01 -2.190762713003790907e+01 -1.357533291153957578e+01 -1.371399630243963941e+01 -5.820400785603240479e+00 -1.142706151199551812e+01 -1.377992979365821213e+01 -7.879221990066412218e+00 -8.779549086765598531e+00 -9.613589624709774739e+00 -2.983940513088282387e+01 -5.065834123938586231e+00 -1.235927856053544360e+01 -6.441173785558689246e+00 -1.292421642062056719e+01 -1.462941346700516476e+01 -1.431978076528395150e+00 -1.335909315474204107e+01 -3.998817969111584603e+00 +1.530941002096558634e+01 +1.025171710485520293e+01 +3.711821121744662832e+00 +1.595270866115441777e+01 +1.530941002096558634e+01 +4.620786858277369902e+00 +2.890417366685359468e+01 +1.861147490619576672e+01 +5.369951310464600169e+00 +9.792827671116825172e+00 +1.563990879236213516e+01 +1.466169291534076535e+01 +1.464954131978423391e+01 +1.785893480893778928e+01 +1.026365820928990047e+01 +4.897921778369862977e+00 +1.069493602962180034e+01 +1.064731342075387488e+01 +1.344301964027093277e+01 +7.840015031479524055e+00 +1.415978958605784044e+01 +8.078018153196779849e+00 +1.217805373887219389e+01 +7.702850716588343971e+00 +1.521959361745771844e+01 +1.463683446924947873e+01 +1.608479786923687982e+01 +1.186076354948360745e+01 +5.503230708246107383e+00 +1.917720964082677426e+01 +7.810264398418681253e+00 +9.804991728550518815e+00 +7.762708742086687153e+00 +1.748398437578048004e+01 +9.989120554391803353e+00 +5.701864067379958101e+00 +1.317743122945209677e+01 +1.504312294728813981e+01 +8.378894053215631743e+00 +2.001194212240052650e+01 +1.545768091053990645e+01 +1.769849858791744168e+01 +1.920477275605605882e+01 +9.330576660812297973e+00 +6.938641996035059378e+00 +1.209271537427640908e+01 +6.229776195683200513e+00 +7.717333245456586610e+00 +5.918495072753074737e+00 +1.057784355651142505e+01 +8.050008454849830741e+00 +5.633026859248289497e+00 +5.384970810049942713e+00 +1.796129989401475768e+01 +4.340161370555293274e+00 3.387161874638887582e+01 -1.815371301637871682e+01 -7.099507570512272991e+00 -1.453697204329064618e+01 -2.605588822166586738e+01 -4.125545027847465462e+00 -1.780695598414546055e+01 -1.464673216254688271e+01 -6.008746257185094919e+00 -1.449204548394398273e+01 -7.393144459031802285e+00 -4.842977781457008746e+00 -4.566427364587497095e+00 -6.387884264221042940e+00 -1.024462174487499055e+01 -7.257051605651184900e+00 -5.008736896290457707e+00 -9.396460319630918434e+00 -1.508775852006925788e+01 -8.983533558213032677e+00 -3.886993204087431764e+00 -1.388247905963434903e+01 -8.603266117659288170e+00 -1.350935279502577657e+01 -2.528825679416372907e+01 -9.419929986913487596e+00 -5.070727724273666581e+00 -6.053912743825264897e+00 -7.867328384791065332e+00 -1.276538414901584417e+01 -7.892796826108082087e+00 -1.197628849722615030e+01 -1.024611425273360510e+01 -1.086922888071647719e+01 -1.842493318418570425e+01 -6.064881435940421284e+00 -1.064474055875359682e+01 -2.397142355243674672e+01 -6.649038394638139948e+00 -1.000694953895698802e+01 -9.980804554657268568e+00 -1.595292937801332300e+00 -1.047480023130322024e+01 -1.253392731763253209e+01 -1.463783095222025565e+01 -1.535721446377138477e+01 -1.209422599405371557e+01 -1.400826032725127845e+01 -6.748593041286270022e+00 -5.129842780326001161e+00 -2.157140016999994714e+01 -1.395225014412281439e+01 -9.501839896339049574e+00 -1.267955844178820257e+01 -1.463288629265566954e+01 -9.497951904732104822e+00 -1.234063203157991495e+01 -1.330731066849078559e+01 -1.711906072347271390e+01 -1.714895777475766181e+01 -1.705653757195287312e+01 -1.152857504404251188e+01 -2.346020967575104521e+01 -4.600809100012938302e+00 -1.275209981502180767e+01 -1.260302262255439132e+01 -1.235775920473308531e+01 -3.346458197279090996e+01 -1.281813592495005594e+01 -2.190463694313129395e+01 -2.032102063645223211e+01 -1.067077794783237721e+01 -1.470613778497072133e+01 -1.136019306964520581e+01 +1.081722526494641556e+01 +1.704702452489013353e+01 +7.552828186932515564e+00 +9.078950536195222298e+00 +1.855687938970370965e+01 +1.329410983719702699e+01 +1.687048700617549457e+01 +2.254675907987517292e+01 3.387161874638887582e+01 -1.738024162004364825e+00 -1.587598943512777794e+01 -1.220160629437489774e+01 -1.714895777475766181e+01 -8.654151888993069974e+00 -1.261011421177751402e+01 -1.296156134360690260e+01 -1.219726049724435768e+01 -2.223561705793034093e+01 -1.716156887315202084e+01 -8.142695191254517795e+00 -1.568273387205161384e+01 -7.677982299538754773e+00 -2.002204095979999465e+01 -1.108691341796244956e+01 -9.738433392950256007e+00 -2.455746478910485564e+01 -8.107088771486814949e+00 -1.147028589278976085e+01 +1.563216008371058763e+01 +8.441381377436414368e+00 +1.352648840639977834e+01 +2.117739815576095452e+01 +1.459330262693303837e+01 +1.018760418043251548e+01 +1.279072234800140961e+01 +1.186234158386537274e+01 +1.258047699695956112e+01 +8.806087287842458977e+00 +9.434794660530087640e+00 +9.170039024866369459e+00 +1.291566402433501537e+01 +1.651328468936731042e+01 +1.497770066252205368e+01 +2.251357094513329571e+01 +7.206120815711045680e+00 +1.285306135754255763e+01 +4.388952101314856691e+00 +8.903898805723258647e+00 +2.098936706368982641e+01 +1.803050059133303762e+01 +6.355227393035264072e+00 +6.262653701867535005e+00 +8.631974687238596289e+00 +1.237567665031866682e+01 +1.002451396336995515e+01 +1.868713106994205475e+01 +6.358622997067328697e+00 +2.005219559081763236e+01 +2.186102536699017662e+01 +7.771244788468351317e+00 +2.851333073468836687e+00 +1.077962500938991752e+01 +7.576168334160499285e+00 +4.551220307322651593e+00 +1.311545136605376172e+01 +1.001287375591388695e+01 +4.114120120137130243e+00 +8.958648025496657397e+00 +1.210750433240465895e+01 +7.563149037735655611e+00 +2.401543550043037101e+01 +8.461410588008078548e+00 +1.071786015562457806e+01 +1.239452371786252627e+01 +9.829102283371454973e+00 +1.322609168810173230e+01 +6.551123930398958350e+00 +3.049887320084593512e+00 +1.969553922219368758e+01 +4.991425842878172148e+00 +1.882837129574598123e+01 +1.173900168431305246e+01 +9.997021715675359133e+00 +1.628511980939104831e+01 +1.808144868596960464e+01 +2.683257451940673377e+01 +3.645530586577109489e+00 +7.977174049485014962e+00 +1.556091522212048517e+01 +1.383120014442434353e+01 +1.130950602355790124e+01 +8.249540017079638687e+00 +5.929165228105247820e+00 +4.324683507126920290e+00 +5.159488714338493764e+00 +2.009430982337356397e+01 +1.476582882917173833e+01 +1.103707424803683068e+01 +2.388055720635560419e+01 +1.237509915008411099e+01 1.157407348863142715e+01 -1.530743421075554522e+01 -1.199929379449396549e+01 -1.261011421177751402e+01 -5.940719797118447332e+00 -1.208834253964148786e+01 +2.111793027787663846e+01 +1.101646965908325626e+01 +6.610711152233093912e+00 +1.260092379381377725e+01 +1.711207427890462895e+01 +1.622708895662724160e+01 +7.123181632928506701e+00 +1.307828726872531888e+01 +1.706897604791207357e+01 +1.041778163185895778e+01 +9.639643696112912608e+00 +5.607200764494621126e+00 +1.411479300479962262e+01 +7.690162736338976401e+00 +1.084249669510992931e+01 +9.800489635919703346e+00 +3.642448955105237474e+00 +1.690560223108678883e+01 +1.882837129574598123e+01 +1.020736057329104085e+01 1.182116013824830247e+01 -2.127719114770570741e+00 -5.298119184887212896e+00 -1.683771371806595596e+01 -1.049334559882370854e+01 -9.732113297534567664e+00 -1.733258059041938282e+01 -1.205811713846070177e+01 -1.635919175865868169e+01 -2.296177491882986033e+00 -1.053942361018977181e+01 -1.968752211658774343e+01 -9.530595906232278480e+00 -9.599678533849839823e+00 -3.626175170049366159e+01 -1.141621363510576259e+01 -1.001305985956363998e+01 -3.387161874638887582e+01 -5.702013795139066588e+00 -8.657253640282164042e+00 -4.109687670778789936e+01 -4.114120120137130243e+00 -1.200302742726300664e+01 -6.251188261271309443e+00 -7.670430616946148916e+00 -1.192932630362280122e+01 -5.355354061891461015e+00 -2.468777273474512413e+01 -2.476107841849817248e+01 -2.870290218843035746e+01 -1.314523653597979092e+01 +1.665224603089752975e+01 +7.418680886182443146e+00 +1.412344060313154159e+01 +1.207866252094322590e+01 +2.004090415788402879e+01 +6.469209452846811814e+00 +1.061058210711769334e+01 +6.523538978326442361e+00 +7.371986756403586583e+00 +1.759197082766166886e+01 +7.194795474649566813e+00 +1.958719097534485343e+01 +1.428818602535511673e+01 +1.863106922591305192e+01 +2.031017526945508678e+01 +5.511360840781122761e+00 +5.737301990369843452e+00 +5.422436136055296174e+00 +1.797307081088675318e+01 +1.182881234330415055e+01 +4.557239520752389694e+00 +1.444936350472707431e+01 +3.094457820611296484e+00 +6.387884264221042940e+00 +1.574876547773976654e+01 +1.463683446924947873e+01 +1.062589978106467470e+01 +1.310657372707268564e+01 +1.224273680789592333e+01 +1.182116013824830247e+01 +9.304469136251867667e+00 +1.370783764020427498e+01 +1.012768236455710280e+01 +1.313521210404444162e+01 +5.050123188059700396e+00 +1.748805492995262512e+01 +2.060365985215079832e+01 +1.893814497764161331e+01 +1.238565579324558996e+01 +1.036912758360860209e+01 +5.781830134374686736e+00 +2.073498170222899262e+01 +1.057740695813521370e+01 +7.004329620123954214e+00 +2.167260794327344797e+01 +1.329957356284616310e+01 +8.192693663906723600e+00 +1.048077000291284833e+01 +1.180371739493919847e+01 +1.693066024389366930e+01 +9.253764940100225544e+00 +4.726791229666048366e+00 9.860144174684990048e+00 -1.809993600078868781e+01 -1.472265935636643519e+01 -1.140644792907983174e+01 -1.062414032549234832e+01 -1.066163205476053122e+01 -1.543346362597142729e+01 -1.156711561532102905e+01 -1.445541284134080229e+01 -1.011733922613690595e+01 -8.995291903418532797e+00 -8.435085174007966202e+00 -5.960278832696772611e+00 -7.931577284997871402e+00 -8.172236566343030972e+00 -1.587418948362787319e+01 -1.703685497305905017e+01 -1.589511391659223705e+01 -1.645594113395573288e+01 -8.555940354469086628e+00 -7.454135287994702708e+00 -2.819833851926604495e+01 -1.304609143118072723e+01 -2.453851231382978426e+01 -3.184231648336336207e+00 -9.848046683762291309e+00 -5.825319103869276205e+00 -4.234455737840207235e+00 -1.142879358114798549e+01 -8.482029232296795840e+00 -1.522437508915366777e+01 -1.631910555016563080e+01 -3.121537252612242241e+00 -1.358494096403485685e+01 -1.191315300391165977e+01 -7.676358984967080801e+00 -8.967886081447744573e+00 -1.065032330153385942e+01 -6.315052270721821515e+00 +2.743855196611727365e+01 +7.575182297979935697e+00 +7.992794843536003668e+00 +1.333866477793387162e+01 +4.108025591615358962e+00 +1.003075548971692399e+01 +1.362706374219308714e+01 +7.815140630969040103e+00 +4.167549678529695711e+00 +1.068960977802700540e+01 +3.387161874638887582e+01 +1.250062466768297043e+01 +4.209699004928395993e+00 +1.197015973865471494e+01 +9.245417702589165287e+00 +1.004996438368229406e+01 +8.686240113215944803e+00 +1.523498180159722892e+01 +9.941557406113702200e+00 +4.294720496035210999e+00 +8.170392919182532410e+00 +1.240956193489986958e+01 +2.248975653407109121e+01 +1.046123215690433028e+01 +7.033701047128516848e+00 +1.288642641570820047e+01 +2.034942446887932022e+01 +5.378445309538534502e+00 +1.302463372150369025e+01 +1.354167941860340818e+01 +1.238246559005553138e+01 +2.468777273474512413e+01 +5.411542509654864830e+00 +8.154634914574089066e+00 +9.892755307563305678e+00 +1.649648388782551933e+01 +7.985639115660063680e+00 +1.361879450573091788e+01 +8.076261877317264748e+00 +9.931782714330751105e+00 +7.541323422394484055e+00 +1.604746169513670395e+01 +2.198884336328356426e+01 +1.250738653284571456e+01 +1.731587316653852326e+01 +9.949565962867623625e+00 +2.090816396362608032e+01 +2.069820277667555786e+01 +1.433787616448684332e+01 +1.526342897490660278e+01 +1.148805081300861275e+01 +1.762393610619922413e+01 +1.042038428890268165e+01 +4.631186166794108772e+00 +8.207017269295732831e+00 +1.242813929609813783e+01 +5.439561038533824444e+00 +9.678388313900555318e+00 +9.314970225430926121e+00 +2.616176233792506878e+01 +2.884825096627949392e+00 +2.072990493080848751e+01 +2.371839847209963636e+01 +2.140524048517841038e+01 +5.793000395406110670e+00 +1.312832316565331325e+01 +9.924846625084299490e+00 +1.170894340640063547e+01 +9.451015316086596840e+00 +4.682958987800276418e+00 +3.735617879963982091e+00 +2.266693264163185972e+01 +1.492832237067283074e+01 +7.880446226752866323e+00 +2.706476038791724648e+01 1.535246463284410368e+01 -6.192085411869669542e+00 -2.192334410162290226e+01 -9.551929801809308174e+00 -8.754240294111269804e+00 -1.561155704874964556e+01 -4.339204783697411472e+00 -9.146170688230498058e+00 -8.971573138126828439e+00 -7.022052491971280119e+00 -9.514744322891075967e+00 -1.439583306414682795e+01 -1.417112512788747836e+01 -1.813555659973948764e+01 -1.522380068403451503e+01 -1.716156887315202084e+01 -5.203986127306535536e+00 -1.325348562363434723e+01 -1.433558976510930449e+01 -1.599942695502835477e+01 -1.043224466896406000e+01 -1.707262414984819543e+01 -2.048691286703531489e+01 -2.246644920508735765e+01 -1.654444526955678896e+01 -8.994833493406190428e+00 -1.675310163942816644e+01 -1.335237473625058158e+01 -9.692123076314203445e+00 -7.224544619534029266e+00 -2.546670144834477867e+01 -2.179900798759717873e+01 -1.303833920725925566e+01 -6.612636696929612867e+00 -9.644562105409860919e+00 -1.716156887315202084e+01 -9.668631165798487359e+00 -2.608593529405236211e+01 -2.261499751250141799e+01 -1.368596655020088804e+01 -6.439904192820137041e+00 -1.177207020079929123e+01 -9.925917796151153993e+00 -2.523696800507478599e+01 -1.360798116340170338e+01 -5.338137717105311708e+00 -1.105790938693715475e+01 -1.195269879821890413e+01 -1.303901929545118321e+01 -9.831670963323617229e+00 -1.695703019187786253e+01 -3.191237412241706295e+01 -7.838822769318895212e+00 -8.646056351934191753e+00 -1.438939582200268319e+01 -3.297697422373310872e+00 -1.522380068403451503e+01 -4.669424215984193438e+00 -1.410749417117202142e+01 -1.771371115459044177e+01 +9.085172276338198571e+00 +1.303794945698777497e+01 +1.047396800413838491e+01 +2.584248151077875377e+01 +1.425086475543625397e+01 +8.386187679609264478e+00 +1.957083777974027328e+01 +1.191535152408016529e+01 +1.525586728061162489e+01 +7.653549809071023446e+00 +6.828529511786541661e+00 +7.160419226811939097e+00 +1.717495353015502246e+01 +1.452362234690700404e+01 +1.289221018817616482e+01 +8.645079275634685700e+00 +1.109065851516130863e+01 +1.930511663815740064e+01 +1.633991069664729423e+01 +2.968962457945004019e+01 +1.866059699648675974e+01 +1.272779108084982624e+01 +1.246302234815188115e+01 +9.152600780497152755e+00 +1.294372150752495543e+01 +1.530941002096558634e+01 +1.133268863435115748e+01 +1.673174984423408773e+01 +1.099858947199810189e+01 +1.545000128910919557e+01 +1.006927290157317145e+01 +4.963810190313353132e+00 +1.759071541568945918e+01 +7.440482292447128998e+00 +1.057784355651142505e+01 +2.813560307965545348e+00 +9.510167191167823830e+00 +1.002451396336995515e+01 1.106869114832306877e+01 -1.037140038118309349e+01 -1.127224760314132368e+01 -7.407226293230735337e+00 -9.305813576441352097e+00 -9.927358646023122901e+00 -8.216236401983067594e+00 -7.208406321998850785e+00 -1.410613770471570660e+01 -1.304196934710125788e+01 -1.506824774799757449e+01 -6.653680870759842492e+00 -6.841117848060804363e+00 -1.304609143118072723e+01 -1.202318739008572379e+01 -2.419823233975634480e+00 -1.005692176569660035e+01 -6.384715491141989219e+00 -8.185636971292765907e+00 -8.951855734754545324e+00 -9.544978781473432150e+00 -5.630397779634236599e+00 -1.797376819278173343e+01 -8.274900334381172229e+00 -1.710496948775488590e+01 -6.391695666510912588e+00 -7.361666121170870269e+00 -1.095729294857653713e+01 -1.116574329723329129e+01 -1.425409168398805093e+01 -1.046983022816917241e+01 -1.434612568074788896e+01 -7.063807767907718471e+00 -8.704918801414294194e+00 -1.283259453611037770e+01 -4.777818265315957547e+00 -2.132112754347268435e+01 -7.489252691825484476e+00 -3.190038490329300203e+00 -5.105543195258590572e+00 -3.387161874638887582e+01 -1.010420496402852564e+01 -1.924597145707822676e+01 -1.042329385884804083e+01 -1.459675359260485550e+01 -5.529870975084079987e+00 -4.907585840698189372e+00 -1.205295101370676036e+01 -1.210875580837826249e+01 -8.895080609052669729e+00 -2.028921837203051837e+01 -1.517721315679376914e+01 -1.313705415156775302e+01 -8.745060468557255717e+00 -6.924495762511185148e+00 -7.161367039775797139e+00 -9.083144831426693599e+00 -5.570111879641146402e+00 -1.882837129574598123e+01 -1.007241455261782903e+01 -1.622708895662724160e+01 -1.251094122892847338e+01 -1.564953381387142883e+01 -2.584586607727190710e+01 -3.387161874638887582e+01 -1.962633867964822798e+01 -9.750206720947076633e+00 -2.522480869087800670e+01 -1.947219503182668632e+01 -1.199929379449396549e+01 -1.033313301119659400e+01 -9.653783558937817588e+00 -6.676025594255435180e+00 -1.171020141496400413e+01 -1.974928554199057373e+01 -1.507782597068000996e+01 -1.304609143118072723e+01 -6.495993372992799664e+00 -1.768225642354052241e+01 -8.840613087584756613e+00 -2.345840721784838934e+00 -1.027866220873919190e+01 -1.333488489170792946e+01 -1.464954131978423391e+01 -8.519486713547308909e+00 -4.469096555857134945e+00 -6.571839078527140998e+00 -8.528944456815452213e+00 -2.066056532665521672e+01 -1.450333009662303141e+01 -1.028415717474237567e+01 -1.225470909851885892e+01 -1.402768938890417871e+01 -8.049789734383480777e+00 -1.645919621015352163e+00 -1.061058182185229271e+01 -8.737782218471267015e+00 -9.324299002010761228e+00 -1.046983022816917241e+01 -1.110661829371412068e+01 -1.308462896686384624e+01 -3.128447715486824166e+01 -1.363096483543486670e+01 -1.426337144215418107e+01 -8.123421611701218126e+00 -4.604931860169628521e+00 -1.062486045759094111e+00 -7.909489808100929054e+00 -1.643613951257106010e+01 -1.086835015730238752e+01 -1.144132043747332261e+01 -1.122102594293266975e+01 -1.100044410413050855e+01 -5.865363428456547013e+00 -8.893144715079529306e+00 -1.915944601217491083e+01 -8.808079052976324874e+00 -1.395358752755268483e+01 -4.144947868995927820e+00 -4.433260179276402368e+00 -6.371689332183777310e+00 -5.630397779634236599e+00 -1.595292937801332300e+00 -1.094815298272197879e+01 -2.958311306972063903e+00 -1.237567665031866682e+01 -1.854766984267517671e+01 -2.059944152607766910e+01 -1.000079498166452652e+01 -1.168115531700775023e+01 -1.136200324862586797e+01 -6.039111026412086858e+00 -5.701864067379958101e+00 -1.881000056228008077e+01 -1.157195979915157125e+01 -9.771329388486279299e+00 -1.661233198329888694e+01 -2.308225452955157664e+01 -2.617312084116623794e+01 -1.670599121628713135e+01 -9.633225788394057076e+00 -9.469017808575898698e+00 -7.783360499520171061e+00 -1.031163649607260879e+01 -1.040943883169353512e+01 -6.239626206815302112e+00 -9.026646097977888417e+00 -1.690560223108678883e+01 -7.841309785070649241e-01 -4.460515212578897604e+00 -1.943784909445355424e+01 -2.228908599905386723e+01 -6.043657125401111330e+00 -1.352840594899593896e+01 -1.566498076081144575e+01 -2.228908599905386723e+01 -1.667424943058718156e+01 -1.210238439452614045e+01 -1.888050314012627950e+01 -1.525081506969199552e+01 -6.845757563293588532e+00 -1.289878546954898297e+01 +1.731629899997575706e+01 +9.343624826930252425e+00 +1.304903689727186133e+01 +1.696441464537146260e+01 +1.182116013824830247e+01 +8.694212796111713715e+00 +9.175781899900343319e+00 +5.925483936146989095e+00 +4.675415230043995507e+00 +5.468824675771855937e+00 +1.162535138390364864e+01 +7.671306731285426395e+00 +7.874967983858937259e+00 +2.467837928069458542e+01 +8.977800845364029669e+00 1.070003201744867738e+01 -1.242305841691479884e+01 -1.001902490765104403e+01 -1.276003910478439707e+01 -1.019758794105038646e+01 -5.008736896290457707e+00 -1.250102070065143778e+01 -1.263080452316941660e+01 -8.244779856621647696e+00 -1.315127524133994541e+01 -1.236873153980234008e+01 -9.142674732921818759e+00 -1.014039584320514109e+01 -1.499343859662344869e+01 -1.463683446924947873e+01 -3.116873192775049972e+01 -4.155717326236356257e+00 -9.518436664959324389e+00 -1.204755459402002771e+01 -8.564806451744658489e+00 -9.791977101308447118e+00 -1.291662961862272141e+01 -1.698521622587838920e+01 -7.142333446748907022e+00 -2.875040889546767175e+00 -7.301220466139980658e+00 -2.936520496220978771e+00 -9.083427282614238152e+00 -1.564837450472464297e+01 -1.345788202436384040e+01 -1.248027308647175460e+01 -9.971993101757760769e+00 -8.332966629388423030e+00 -1.302639269883501072e+01 -8.480938793078180993e+00 -1.186990307730994232e+01 -1.122604282921990659e+01 -3.085869181052061094e+00 -1.049556339967138285e+01 -9.463047615797421486e+00 -1.654072147300045970e+01 -1.553990268336951885e+01 -1.298982282570446500e+01 -2.104484071570742287e+01 -4.741210467590533995e+00 -6.069084630492497467e+00 -1.565771494153587184e+01 -1.585411934561578562e+01 +1.662376835180833723e+01 +2.498117286090901246e+01 +1.023413248712417101e+01 +1.070003201744867738e+01 +8.535979774621154093e+00 +1.176596661736986960e+01 +2.251357094513329571e+01 +9.105195007534675256e+00 +1.705799711942826491e+01 +1.016409576853898500e+01 +1.727075872483361252e+01 +1.196101106913788215e+01 +1.352938316250023831e+01 +2.137177475342443245e+01 +1.224757532064445797e+01 +1.649737334097768837e+01 +5.268501903870316028e+00 +1.206617349344696777e+01 +2.012063875929668200e+01 +1.543801693568406108e+01 +9.887080288730302868e+00 +2.094421664477853540e+01 +1.152772042812098618e+01 +9.154634894057991801e+00 +1.480421856037352768e+01 +1.095588062222857673e+01 +1.312789450868649510e+01 +9.764200847210020129e+00 +9.897199042203524755e+00 +1.229344297715644529e+01 +1.712552030401596426e+01 +7.863608960087788091e+00 +5.384970810049942713e+00 +1.453317286629365412e+01 +1.866802446997367326e+01 1.530941002096558634e+01 -1.087350913548439735e+01 +1.151501981741790814e+01 +5.406304042649381358e+00 +2.238548294694395224e+01 +7.864893332254197844e+00 +5.368506656634593810e+00 +1.878132159693083736e+01 +5.904439347821892170e+00 +1.709055823533523721e+01 +1.435142507569064207e+01 +1.222514299078100919e+01 +8.493598960692693822e+00 +1.018511504523287670e+01 +1.881498867027278266e+01 +8.298117872496732161e+00 +1.092853173993624694e+01 +1.152810512669405796e+01 +1.385140875985514697e+01 +1.545000128910919557e+01 +9.760218532292768145e-01 +1.900277101473926677e+01 +2.534031500370389267e+00 +4.943276579172149354e+00 +1.740966693083009886e+01 +8.307663044057520096e+00 +1.096440191172231948e+01 +1.307205144747494785e+01 +2.713509570555928008e+00 +9.497802915752444619e+00 +1.025235541728564215e+01 +1.537066891198372787e+01 +1.516928880001259472e+00 +1.610352851671368057e+01 +1.538583090371422202e+01 +1.075652720244518434e+01 +8.561166053174190438e+00 +5.742146052687857605e+00 +6.322976816368793607e+00 +1.946360171923956273e+00 +1.166009915483238046e+01 +1.422519250477023434e+01 +6.348165451569329321e+00 +1.946360171923956273e+00 +6.323234427314019968e+00 +1.133957973530819174e+00 +1.124462950861904176e+01 +1.209289784670616541e+01 +2.069404330713352635e+01 +6.839426600898221409e+00 +1.855058794462198080e+01 +9.106984682435040668e+00 +2.202198689787654473e+01 +1.978283763570176745e+01 +1.667539470549991165e+01 +6.942785205944943527e+00 +1.220301586840402308e+01 +1.716156887315202084e+01 +1.674257629253064295e+01 +1.826242282670314410e+01 +1.410727492589514043e+01 +3.881373790758239295e+00 +1.031632128951710570e+01 +1.192809183081803326e+01 +2.080551664012840263e+01 +4.972927682819488382e+00 +3.387161874638887582e+01 +1.447774074402076394e+01 +9.515310138104808857e+00 +9.861928880030887967e+00 +2.393261643128990102e+01 +1.095588062222857673e+01 +1.527729843144868482e+01 +3.036853404492191544e+00 +1.066959324855599789e+01 +1.046983022816917241e+01 +3.687482100357300396e+00 +1.183145404754316132e+01 +6.815167550011153708e+00 +9.422635499324798047e+00 +2.102959741150002060e+00 +8.249540017079638687e+00 +1.160923718668307458e+01 +1.129321487514951627e+01 +1.513971450200504876e+01 +1.460875303334847786e+01 +1.230662534741962588e+01 +9.866851619232264170e+00 +1.294044376021537346e+01 +5.539141160518738616e+00 +6.794967279853466380e+00 +6.994884497229051590e+00 +1.065920090870149295e+01 +1.663889613117370914e+01 +3.387161874638887582e+01 +1.894431392697880767e+01 +8.097063569319033149e+00 1.668656970765371739e+01 -1.018433112318490430e+01 -1.837058186751195876e+01 -1.958087871573204097e+01 -1.741384600188601439e+01 -6.378156626992279143e+00 -5.701864067379958101e+00 -9.816443793357080949e+00 -1.284881042801698925e+01 -6.076569129898985011e+00 -2.261499751250141799e+01 -1.014901059530521366e+01 -2.437548336982872854e+01 -1.420715364052473717e+01 -8.713216249279909675e+00 -8.314511826324917365e+00 -1.298221865200557090e+01 -1.643821186077646246e+01 -1.376029600489444249e+01 -4.200740714740973658e+00 -1.478280196620191589e+01 -2.050055905620627072e+01 -1.214674631319444131e+01 -8.253957779417390839e+00 -6.329864829948306237e+00 -8.445963736028332391e+00 -2.262388581881572236e+01 -4.549117543777285277e+00 -2.108959768050800676e+01 -1.099760955084235547e+01 -3.498882224052934475e+00 -1.058896670463398948e+01 -9.243637916456592052e+00 -1.256648960504149670e+01 -1.513301202491513209e+01 -8.687486514628730561e+00 -2.504460476950106340e+01 -1.907705458154397604e+01 +9.668688538009988065e+00 +1.675883081947037567e+01 +3.300951412049550981e+01 +1.304153563235800561e+01 +1.076253991506732177e+01 +1.896067962420821118e+01 +1.349678571090213097e+01 +6.502580941682140292e+00 +2.560225384134457727e+01 +8.838421388032173809e+00 +1.006424551324850825e+01 +1.585101832358733986e+01 1.871291989958642432e+01 -1.329722229934968425e+01 -1.123229812540130013e+01 -2.376161033196368066e+01 -1.579250975329937035e+01 -2.081081548402833903e+01 -6.952471479857479153e+00 -5.563827297498363578e+00 -8.694529786668937277e+00 -2.373989656103144341e+01 -7.284157877539854553e+00 -4.605704107774784006e+00 -6.602043550753450063e+00 -2.352602811353486345e+01 -1.023941261124744528e+01 -1.016303235534081750e+01 -2.231229582195486216e+01 -6.218810025424772903e+00 -1.534338164816078631e+01 -1.219981237158586396e+01 -1.273983349181924041e+01 -6.251188261271309443e+00 -1.667028596170155197e+01 -5.331485653518399204e+00 -1.173693390767688527e+01 -6.646385848066799440e+00 +6.747745482276840789e+00 +1.217967286311463226e+01 +1.197114087000898053e+01 +1.095095866918175886e+01 +6.432308431176807062e+00 +1.169010607619317454e+01 +4.909729926824240920e+00 +1.043601768567351940e+01 +1.413454971764997481e+01 +8.867237506157991334e+00 +1.670740622295421929e+01 +1.060437011506498095e+01 +5.047440064841254070e+00 +1.133668517118653085e+01 +1.106838398114616950e+01 +2.218105732437587108e+01 +1.311460273972241453e+01 +4.753834298833041316e+00 +5.127470263654132054e+00 +9.394316384228943662e+00 +2.180336847388274180e+01 +1.097401950566994344e+01 +1.249106615950471166e+01 +5.008736896290457707e+00 +1.786049728990926155e+01 +4.725203473493962747e+00 +1.528050060642060259e+01 +1.699395926948160707e+01 +7.304063105225438335e+00 +1.976693923046234147e+01 +6.503629382006067772e+00 +7.854452156134996699e+00 +1.513231464678121085e+01 +2.617312084116623794e+01 +1.285217131945277913e+01 2.696768732456077089e+01 -7.803710261275227822e+00 -7.570089404729216653e+00 -3.578195382102933308e-01 -1.978283763570176745e+01 -1.077950047198294214e+01 -8.221262395032312043e+00 -6.218810025424772903e+00 -5.138545027827234435e+00 -7.681942680109514754e+00 -1.423597597181176866e+01 -1.851093628739708663e+01 -1.759548736216409281e+01 -1.906460479483995130e+01 -7.709137908695595343e+00 -6.751583211258534334e+00 -1.066655581963823352e+01 -2.317899236886908909e+01 -1.224273680789592333e+01 -1.376729304911748386e+01 -1.062670154964206404e+01 -8.473749209927902371e+00 -1.734233786272548627e+01 -1.400409698279631243e+01 -7.984828872455409510e+00 -1.303256388591363191e+01 -1.191077406230786551e+01 -1.484205133059495552e+01 -8.768084558058660605e+00 -1.658514692101202570e+01 -1.063164836656522994e+01 -2.270234269108418346e+01 -1.041442495967669402e+01 -2.190438507652805811e+01 -1.639810780932353396e+01 -1.103120511568245377e+01 -1.433711643184707896e+01 -1.432142672724799581e+01 -1.002506464523240481e+01 -9.324230416014344769e+00 -1.118755711542021913e+01 -6.301657994128404994e+00 -1.142879358114798549e+01 -3.405735095653784583e+01 -1.066991349078891460e+01 -1.138633000405728524e+01 -2.774519951168663567e+01 -7.003351488568270611e+00 -1.402421221465127132e+01 -1.929717492198206230e+01 -1.248758769678855174e+01 -1.307480829524719468e+01 -1.008136532575561262e+01 -3.387161874638887582e+01 -1.750542052996424047e+01 -5.914882688841899494e+00 -8.555228253159668839e+00 -7.907456522457493975e+00 -9.020195763813816825e+00 -1.592869264995033518e+01 -8.426739508933167144e+00 -1.316032250241177337e+01 -1.417275981674531238e+01 -9.347258643030230019e+00 -1.623559739081711939e+01 -1.294259017783204513e+01 -2.589094266574649339e+01 -1.513301202491513209e+01 -2.205109889630877262e+01 -5.146177463862770196e+00 -1.800956665768246978e+01 -6.329528030154847329e+00 -1.125944583324393022e+01 -2.176042382365434946e+01 -9.892182076595645412e+00 -3.387161874638887582e+01 -1.534801682161088365e+01 -1.239656111623456525e+01 -1.624160218786896337e+01 -7.125144173526557267e+00 -1.143897717947791648e+01 -1.426579688473462681e+01 +1.009969857267280702e+01 4.732355898220461654e+00 -6.212802650608821864e+00 -2.429380309252813674e+01 -1.224273680789592333e+01 -1.364918679430644488e+01 -1.777959665912126752e+01 -1.808605195437614555e+01 -1.171086540300768775e+01 -2.163154838225689502e+01 -5.606455290515711454e+00 -1.344891168826323735e+01 -2.534423846111108958e+01 -1.492433523366165105e+01 -1.069384887816189433e+01 -1.224615889191677809e+01 -1.718089849159275673e+01 -6.153835616681405440e+00 -9.625070739060632263e+00 -1.289992632285928664e+01 -1.459330262693303837e+01 -1.447297425763923684e+01 -3.387161874638887582e+01 -5.271259657479532734e+00 -1.099249690296994686e+01 -1.689657398867922211e+00 -8.792256271323068972e+00 -2.019932110455459906e+01 -1.148754038081442275e+01 -7.682600906422493381e+00 -1.514461640152593702e+01 -8.438252050489055023e+00 -8.182249717045181114e+00 -1.994150920990392706e+00 -1.437415327909896234e+01 -1.014901059530521366e+01 -1.561850567349124219e+01 -6.218810025424772903e+00 -1.603248597967807143e+01 -5.129687065302917404e+00 -9.211378982978729368e+00 -9.512607357375173933e+00 -1.088298868356683613e+01 -1.711906072347271390e+01 -1.043694445410977778e+01 -1.085436047479007016e+01 -1.494788023892651552e+01 -1.700311514252926770e+01 -2.194796084496132949e+01 -1.029728739937704063e+01 -1.073402607879667414e+01 -9.417899579341053595e+00 -9.615898318796510580e+00 -7.039551457738824070e+00 -7.331031019157478568e+00 -1.481390050936423108e+01 -1.672456905624183321e+01 -1.337174847546955903e+01 -1.390875146283022445e+01 -1.575993812060845300e+01 -1.348633026702704285e+01 -1.293417029032015364e+01 -1.850004390246778030e+01 -1.028846479960257909e+01 -1.364327828185319902e+01 -5.603204332088509432e+00 -1.384104785656687397e+01 -1.476528514450463092e+01 -6.069052764360776564e+00 -1.523471836269037283e+01 -1.016207624119287800e+01 -1.230007816890798722e+01 -1.130423461925117579e+01 -6.473557678220089429e+00 -5.471032601406747631e+00 -6.665046913921528926e+00 -9.785818437110393120e+00 -1.084465356081528853e+01 -6.093676287617142862e+00 -1.101805137426573822e+01 -9.189794833081506908e+00 -1.566367706866485321e+01 -9.390391939021910162e+00 -9.387974010750156140e+00 -1.609645599171680885e+01 -6.285851972286764067e+00 -1.666400302871728911e+01 -1.371069152473680219e+01 -2.526702909700247801e+00 -1.895095282333956277e+01 -1.126229386189683623e+01 -9.377118255743496888e+00 -1.088542764283572239e+01 -5.218892972762802174e+00 -1.391455651118353387e+01 -6.837813798194858350e+00 -9.316014787422901122e+00 -8.357257896454484580e+00 -2.657838067998699216e+01 -8.829224807722752644e+00 -1.330179193339732535e+01 -1.548368213980140240e+01 -1.218785461243267321e+01 -6.414234665034840077e+00 -8.198100895217436346e+00 -1.530941002096558634e+01 -5.049690579387188905e+00 -2.607809324213307889e+01 -9.186114834396505557e+00 -1.532197987036029474e+01 -5.031904736252258203e+00 -8.357468138296681559e+00 -2.877798869090783285e+01 -9.929303907067819068e+00 -1.855634376822057163e+01 -1.366074884351796470e+01 -1.069753222414735205e+01 +1.554208842235239274e+01 1.304609143118072723e+01 -1.522380068403451503e+01 -1.060437011506498095e+01 -2.058289749926639445e+01 -1.139327618213280857e+01 -1.501047152922036787e+01 -1.017758356506507766e+01 -1.025301259641963725e+01 -1.199306026850810269e+01 -1.487859240404495154e+01 -1.082783038282384780e+01 -3.552873433586546525e+01 -2.516480242020709568e+01 -7.495828850159909962e+00 -6.724080536964450516e+00 -1.475218423120611533e+01 -1.002157512615224277e+01 -1.356536756655118836e+01 -1.285217131945277913e+01 -1.052705207158552980e+01 -1.804848379269087388e+01 -8.887378727173498305e+00 -7.171562566990402843e+00 -5.694424802709818323e+00 -1.359339659709738157e+01 -7.977276617801152270e+00 -1.031163649607260879e+01 -1.081400765291238031e+01 -1.048452913308034340e+01 -1.828803500079676780e+01 -1.077962500938991752e+01 -1.365243136661933931e+01 -7.965381691512504858e+00 -1.144159277525743335e+01 -1.233016581504777776e+01 -1.304039796429080411e+01 -9.824275142410911599e+00 -7.681942680109514754e+00 -7.868250293600254963e+00 -1.755718108213042683e+01 -5.369951310464600169e+00 -1.158474666446727497e+01 -8.727535274946319532e+00 -5.701864067379958101e+00 -1.461651404640578278e+01 -1.604785349182031950e+01 -7.904983812028930856e+00 -1.182116013824830247e+01 -1.433711643184707896e+01 -1.053836450962906213e+01 -2.527271477213413675e+01 -5.093543351497800131e+00 -4.896262969706199897e+00 -1.697038140450723631e+01 -8.893402951097755249e+00 -7.579571297741310332e+00 -1.882837129574598123e+01 -9.333339631083163113e+00 -8.000615336531936350e+00 -5.814354534366430016e+00 -2.246995721117741596e+01 -1.004154120606294498e+01 -9.915123208161801927e+00 -1.030421105883519317e+01 --5.749396723911388563e-01 -4.571011073644967837e+00 -1.082873779919836466e+01 -1.332476996655167056e+01 -1.391580074311151805e+01 -7.291829844799764260e+00 -2.653968502737302515e+01 -5.737301990369843452e+00 -1.814400709895745933e+01 -1.229697932000632932e+00 -1.024307829571522177e+01 -2.251357094513329571e+01 -1.320846882019890245e+01 -1.114825232088152518e+01 -7.286007671242671790e+00 -1.540948171110495934e+01 -1.125400089251553482e+01 -3.195043044795994547e+00 -1.103633055260208096e+01 -1.644856236262957339e+01 -9.202430608324903005e+00 -2.266693264163185972e+01 -1.002451396336995515e+01 -1.925301596996989417e+01 -5.332718757776973462e+00 -6.611279114287185621e+00 -8.365326918375899368e+00 -1.469887651721347765e+01 -1.520562224436002907e+01 -1.921547052282323875e+01 -1.131457445810734441e+01 -1.611793482482121931e+01 -1.027710559719352545e+01 -1.704203772205404732e+01 -1.858734962536385638e+01 -2.261499751250141799e+01 -3.206823930589779081e+01 -6.251188261271309443e+00 -9.060476846201098056e+00 -1.513268098347290902e+01 -2.449369106974231158e+01 -2.299069118468875672e+01 -1.443027122608823731e+01 -6.775050963306867402e+00 -7.532330957182338693e+00 -1.953805434919161144e+01 -2.140195208252161763e+01 -5.632469639356145308e+00 -1.216302632335478506e+01 -5.377540363656123645e+00 -1.184115235899734841e+01 -1.269752326874206005e+01 -8.095284675545897812e+00 -2.176042382365434946e+01 -1.388847517760841299e+01 -7.431717699468890714e+00 -7.671534845855703111e+00 -1.113845566439928803e+01 -1.854257880770910560e+01 -8.723748510616943008e+00 -3.057158388753983047e+01 -1.887243933068883450e+01 -1.354183073056884723e+01 -2.848193611159123861e+01 -1.091798310724692556e+01 -9.770987669299302070e+00 -1.166247894355018389e+01 -1.405190009286793895e+01 -2.140306093239908591e+01 -1.268031228346694661e+01 +7.977544340907947173e+00 +1.543720872306106173e+01 +7.372409539773215670e+00 +3.387161874638887582e+01 +1.322745698318507834e+01 +1.388839601747450558e+01 +1.593331497995586687e+01 +1.363467714204843162e+01 +1.007805617127270637e+01 +1.000569610620514993e+01 +5.851045580319862438e+00 +1.551154793047223279e+01 +1.929298107349222846e+01 +9.717520288644436732e+00 +7.425875514688200951e+00 +1.416572339813671988e+01 +1.759873792313898377e+01 +1.310881115188188062e+01 +1.538484111379082719e+01 +3.999759436897264209e+00 +1.334556662177649855e+01 +6.722152623487460232e+00 +1.205406792143844541e+01 1.060437011506498095e+01 -1.606859088477433772e+01 -1.083197114126426186e+01 -9.744226456743732001e+00 -1.466271080463604903e+01 -1.097427392048179229e+01 -1.864651786486147955e+01 -1.813861202921611948e+01 -5.714012643638554323e+00 -4.995997653161651897e+00 -1.630908329803692425e+01 -7.404346062745972290e+00 -2.066059894686989651e+01 -1.106694731224405359e+01 -7.542709728392068769e+00 -3.731414789177932789e+00 -9.918897533154833468e+00 -7.187596236069879296e+00 -1.826149629659386164e+01 -4.500288280273082364e+00 -7.743209197815261291e+00 -2.784721121796565058e+00 -5.074200828097062299e+00 -6.414234665034840077e+00 -1.522558136111214822e+01 -1.020088139853716314e+01 -8.171725278881169174e+00 -7.889081255824649475e+00 -1.055923291131146868e+01 -1.304609143118072723e+01 -8.207340324637428353e+00 -1.031163649607260879e+01 -9.107391148667630887e+00 -9.485015634452011568e+00 -1.117987786781563386e+01 -1.908512680331794797e+01 -1.179485415304345963e+01 -1.128762760112135766e+01 -1.428379122888046027e+01 -1.608816160349422830e+01 -1.339247154410297469e+01 -1.093092906071946402e+01 -6.173160717258099339e+00 +1.233518427690829355e+01 +1.394123809172681661e+01 +1.056767482381631851e+01 +9.534573768188607801e+00 +6.428094007185833902e+00 +1.437793878292025340e+01 +1.500386655946542191e+01 +2.754338626163288950e+00 +3.387161874638887582e+01 +1.368401531727288045e+01 +9.367830867479980839e+00 +8.373318790756215435e+00 +2.742537359548549603e+01 +9.980907351276940176e+00 2.582869563271370339e+01 -1.320107440917794861e+01 -8.491016011108726502e+00 -8.600239576544936426e+00 -1.690021751496851721e+01 -1.352152712984464245e+01 -1.182308487747840786e+01 -1.743168984715714487e+01 -1.466703681435757289e+01 -1.473769046260254356e+01 -1.039502592125573699e+01 -1.104772772179499896e+01 -8.049789734383480777e+00 -1.327056487726585488e+01 -2.119316687169343538e+01 +1.192724052434596160e+01 +1.492832237067283074e+01 +9.479259606917025849e+00 +1.228419936751222963e+01 +7.081710558284413537e+00 +6.729271204287783803e+00 +1.660640843478891782e+01 +1.798306335518637411e+01 +2.963511867648871601e+01 +1.166759036901714808e+01 +1.926686666130805747e+00 +9.717660639716342530e+00 +7.599171788994411258e+00 +1.712369831347287175e+01 +1.780432340172598060e+01 +1.310657372707268564e+01 +1.182116013824830247e+01 +1.084421796200726362e+01 +1.179222895339286481e+01 +1.334919570346539786e+01 +1.473777505321096726e+01 +5.720697833541464661e+00 +8.236103802776085558e+00 +1.128772519732576995e+01 +8.654551706191881522e+00 +1.186472452951770151e+01 +1.580729211086016051e+01 +1.250738653284571456e+01 +8.654226895061256641e+00 +8.188290626294289609e+00 +1.360798116340170338e+01 +5.798964715267125314e+00 +1.048356766408464580e+01 +1.966276220425018550e+01 +1.693813194743060535e+01 +8.047842548706739763e+00 +9.011166914966111108e+00 1.053098938135534013e+01 -1.199929379449396549e+01 -1.248295572786334162e+01 -2.628823830879838397e+01 -1.459330262693303837e+01 -1.716156887315202084e+01 -9.451044507348456136e+00 -1.374300378915322085e+01 -6.598402885636801329e+00 -4.952818893774043829e+00 -6.011749577251350729e+00 -1.560624969844830900e+01 -6.137830700270981765e+00 -1.541292381079499307e+01 -2.698938472204943650e+00 -1.467939372426967282e+01 -1.119931839405134610e+01 -1.330731066849078559e+01 -1.132808765581613386e+01 -1.080979433007124157e+01 -9.143470267441813348e+00 -4.468401558460982415e+00 -1.321874017179744953e+01 -9.730538889142380299e+00 -6.265394735705868356e+00 -1.127516507193212192e+01 -4.002852365588282169e+00 -9.532048355880974100e+00 -1.755718108213042683e+01 -3.690219871722149492e+00 -1.136698123795945037e+01 -6.778331124301196553e+00 -9.845580100225618025e+00 +5.555208028076677351e+00 +1.434625639119414586e+01 +9.060023623246522106e+00 +9.868663482801878217e+00 +1.129304585308578623e+01 +1.510447985145161454e+01 +1.707262414984819543e+01 +7.003497318839009722e+00 +1.648538709736442343e+01 +1.317924485126567902e+01 +2.302584865119384006e+01 +1.543907864235663396e+01 +1.271859826164261165e+01 +9.171984059527559907e+00 +8.463486384578388311e+00 +1.061703379977782902e+01 +1.399858457158472902e+01 +3.387161874638887582e+01 +1.016409576853898500e+01 +1.384231027100675249e+01 +4.052250197262253550e+00 +1.703624618837251603e+01 +1.355357879041036995e+01 +9.636984388628391685e+00 +1.149219210762024090e+01 +6.872622997575277282e+00 +5.147039927622699906e+00 +7.722929046622169835e+00 +1.218526986022104097e+01 +1.345166646656157639e+01 +8.368422768800257927e+00 +1.575716773723128483e+01 +8.839680333499032372e+00 +8.856856395543829308e+00 +8.748766150274875031e+00 +9.105222964273636421e+00 +6.432815132042705386e+00 +1.946695549313574247e+01 +1.866088009096090161e+01 +6.872521637444592102e+00 +6.284757891886172843e+00 +7.935603950165074139e+00 +1.281334622875210982e+01 +1.568282798186955063e+01 +1.680588918098187889e+01 +1.031890753788731274e+01 +1.469944615067865357e+01 +3.662260075250792113e+00 +1.803880166277190256e+01 +1.340609580021394720e+01 +1.453708733704534950e+01 +5.069100508452024201e+00 +1.005981833085269272e+01 +1.361432041608287591e+01 +8.274593085701937412e+00 +5.584103534156113824e+00 +1.285193096843968874e+01 +1.437415327909896234e+01 1.082636559048145841e+01 -1.207990945336007371e+01 -1.036158944319916486e+01 -5.368125839411419520e+00 -6.955463581049443178e+00 -9.133381547711621806e+00 -8.319370377838112063e+00 -6.597107070602433510e+00 -6.131887360786024033e+00 -1.092729453691988795e+01 -6.199106211059088878e+00 -1.985624769993002303e+01 -1.827980400545897055e+01 -8.987991418478827654e+00 -9.583969762466878706e+00 -8.338320945876276369e+00 -1.239617353948689527e+01 -1.055052796271958471e+01 -9.342750004064399150e+00 -1.429678510722924045e+01 -6.371689332183777310e+00 -6.778331124301196553e+00 -1.747694113642171487e+01 -1.592869264995033518e+01 -2.333121692637136846e+01 -6.266531409737694958e+00 -5.647452032282245682e+00 -1.247547273918102917e+01 -8.407832515954481778e+00 -1.002133502705649448e+01 -1.380036861243330293e+01 -1.352259054646000891e+01 -1.435124892928966744e+01 -1.507496564633549951e+01 -9.680089620774069203e+00 -1.000350987703501460e+01 -8.492743073676862764e+00 -1.292882552714578992e+01 -1.865396584698389404e+01 -8.633358585762550774e+00 -1.158743508664966271e+01 -1.738024162004364825e+00 -8.731532379875062588e+00 -1.453786488269835786e+01 -1.517933195754167741e+00 -1.135157235764917516e+01 -2.229913666664033656e+01 -1.255464461882451133e+01 -1.149486782037669741e+01 -2.196246920159838112e+01 -8.942489985255448914e+00 -9.696565416122282954e+00 -1.814503383194890773e+01 -4.938183699635075641e+00 -1.358771224888906204e+01 -9.892182076595645412e+00 -6.643823433839443737e+00 -7.792566534032829395e+00 -1.029133677128731961e+01 -1.537511015618211729e+01 -1.652081796371285805e+01 -4.135126411131267332e+00 -2.528793205603624017e+01 -1.262964849457142691e+01 -1.127385394385238726e+01 -1.897923766793981315e+01 -1.196499685209073505e+01 -1.913806290790405740e+01 -7.117918105599656542e+00 -6.530851056529101584e+00 -5.630397779634236599e+00 -6.823726751801572732e+00 -1.353858463357757103e+01 -1.749894450199920470e+01 -1.582787585900216243e+01 -9.701979887535799207e+00 -5.630727663706039721e+00 -3.125705140385217362e+01 -9.524686687794343243e+00 -1.234207994297275945e+01 -1.382846162894563236e+01 -8.473590552496332862e+00 -9.510771717741903331e+00 -1.845374962236908800e+01 -8.472749706728009755e+00 -1.305937905294544521e+01 -1.167928940163810125e+01 -7.861845778605413670e+00 -2.431876014729486712e+01 -1.173135531712347301e+01 -4.286802207729081715e+00 -1.036879160058974492e+01 -7.949265611625634165e+00 +1.627998799750241687e+01 +5.701864067379958101e+00 +5.934349278600777211e+00 +1.209049319574012316e+01 +1.363957250752370953e+01 +8.099308619802883413e+00 +4.724002493539231295e+00 +9.615721188458152824e+00 +5.918500267551223715e+00 +3.436092264898860549e+00 +1.614814136154234347e+01 +1.960766400241728036e+01 +1.846010630645082529e+01 +8.927183753013522960e+00 +8.270512771111768302e+00 +4.006305400917696602e+00 +1.266196802340441252e+01 +1.461594637938219421e+01 +6.412214518103183991e+00 +1.866802446997367326e+01 +1.928324591251518427e+01 +1.633049051669229357e+01 +1.539157942159543779e+01 +1.820155395980400215e+01 +8.241234281287532326e+00 +2.228908599905386723e+01 +7.324063340965849989e+00 +5.302458287048779084e+00 +7.681942680109514754e+00 +9.271015766342813436e+00 +3.934660849654378012e+00 +4.376254745909861299e+00 +8.434434329851683287e-01 +1.596100130333616107e+01 +7.853798864254684986e+00 +2.190438507652805811e+01 +2.028023426586177891e+01 +6.787426149784991480e+00 +8.563618737486365262e+00 +1.328804958804674641e+01 +6.048340214921864799e+00 +1.053900373562002812e+01 +2.799220363525741107e+01 +1.096426976932710318e+01 +1.263023617043833724e+01 +9.572652664544094137e+00 +1.633437852798660117e+01 +2.435733173765925130e+00 +3.453796448157646637e+00 +8.910139964030221904e+00 +1.263610908443119740e+01 +3.387161874638887582e+01 +9.015370729172801134e+00 +1.462380062706998274e+01 +1.000200141958434585e+01 +5.603985223725430842e+00 +7.504452477367628660e+00 +1.354965995904461806e+01 +7.377147604843550255e+00 +6.163884773992677424e+00 +2.584586607727190710e+01 +1.441258617934884967e+01 +7.291907347017584584e+00 +1.434057731204863728e+01 +6.882941175143102441e+00 +1.348174818342670278e+01 +9.813045593060195415e+00 +1.715589415554870811e+01 +1.285193958094070865e+01 +1.008771042423167330e+01 +7.270807986873577988e+00 +9.960592192036870074e+00 +1.609927593982092731e+01 +2.149398279808657719e+01 +1.374298698640635052e+01 +1.431187116422405836e+01 +1.336859047284288238e+01 +5.783257571085940185e+00 +9.648154111441400005e+00 +7.780678085000687361e+00 +1.500024623511576749e+01 +2.013323728185190475e+01 +1.120044979668058716e+01 +1.512627699673470261e+01 +2.400492196118652544e+01 +4.185474996528739666e-01 +1.157102617120423815e+01 +8.464729561204165975e+00 +9.711799401342474880e+00 3.346458197279090996e+01 -1.218168217245241181e+01 -1.011202262215238079e+01 -1.055493696823739924e+01 -8.941770319747888607e+00 -1.191896086590968196e+01 -6.427077911621736916e+00 -3.502020656974870860e+00 -4.636318420334205825e+00 -9.583969762466878706e+00 -1.497770066252205368e+01 -1.283271710660079634e+01 -1.225553871890251401e+01 -1.420339881143574701e+01 -8.641387382663111794e+00 -4.739642716880240414e+00 -1.435658581886377760e+01 -6.612522105230652869e+00 -1.043294182494715017e+01 -1.997242085019215097e+01 -1.738024162004364825e+00 -3.038619871415420448e+00 -1.012804434355969363e+01 -1.026345722134206540e+01 -1.414863741050369583e+01 -1.375693706876002409e+01 -2.982018781248123673e+01 -2.094421664477853540e+01 -3.101033581899741876e+00 -1.133259726200358841e+01 -4.774701770387750344e+00 -1.335338610856533137e+01 -1.060764739304337922e+01 -1.329113555098278709e+01 -2.695793308880067229e+01 -5.683654295258179445e+00 -3.960187712969101881e+00 -2.283840762637294119e+01 -8.527104373513765267e+00 -8.833123796426932017e+00 -1.145122362591970955e+01 -1.479210406591971605e+01 -5.151440214910152804e+00 -1.929351834947124189e+01 -1.750568493486620980e+01 -2.045584226381848225e+01 -6.948277143752022766e+00 -6.251188261271309443e+00 -6.661501488372024937e+00 -1.785358601037212622e+01 -6.935575727500221888e+00 -1.089623127856241069e+01 -1.140257815747352765e+01 -1.412940186496469153e+01 -1.265021663285737930e+01 -1.194737164819001407e+01 -9.074539623848679071e+00 -1.135301061018982693e+01 -9.254636081760040156e+00 -1.760704580934370256e+01 -1.556293351753805609e+01 -9.918897533154833468e+00 -4.457096431897269895e+00 -7.406956595088132644e+00 -2.831307556032655270e+00 -1.165348034560298629e+01 -1.277975517263868710e+01 -1.817345858015160331e+01 -1.114258580869251603e+01 -1.406257455495085651e+01 -9.515908203262554821e+00 -1.499736744242370889e+01 -9.576053196352077634e+00 -1.158413161605358255e+01 -1.135541759196834732e+01 -1.283388146562501220e+00 -1.326518320006371709e+01 -1.151173257426160035e+01 -1.854766984267517671e+01 -1.085756474550436224e+01 -1.709235031694684892e+01 -1.566934659674525676e+01 -2.174219559640182808e+01 -1.188806378604836311e+01 -1.416181109192447707e+01 -1.788325177563743296e+01 -8.098394408018862123e+00 -2.680595825382454223e+00 -9.598346596746168302e+00 -1.312832316565331325e+01 -1.158176707636972935e+01 -6.406320532744359753e+00 +1.433711643184707896e+01 +1.238082673693767788e+01 +5.933119782602915393e+00 +1.809102842754676033e+01 +1.212174072651336587e+01 +5.400824739450854395e+00 +1.595694013178335524e+01 +9.443486025787478866e+00 +6.054658980816597591e+00 +9.572354593158763691e+00 +7.653036431646171422e+00 +1.298208601448335742e+01 +1.005836272335984916e+01 +1.813123653930624357e+01 +2.118440947205573366e+01 +1.051851369100782563e+01 +1.108044741100701458e+01 +3.547430421537509915e+01 +1.160548643698895432e+01 +1.336784661533762630e+01 +2.564711729469408397e+00 +1.860549909655026113e+01 +6.360375718824329283e+00 +1.368596655020088804e+01 +1.884061065803348356e+01 +7.159568980686913164e+00 +2.709387994875795869e+01 +3.909465658215765416e+00 5.486073069836393756e+00 -1.054227774222599123e+01 -5.440425871822995418e+00 -1.656126170093084227e+01 -5.889945837228140135e+00 -1.026887687834324936e+01 -9.419407521500630764e+00 -1.039427214097445074e+01 -1.296835886787945924e+01 -3.387161874638887582e+01 +1.835032802860051504e+01 +2.673232789693992117e+01 +9.394904642809393636e+00 +9.799054341825716108e+00 +1.377702860471721635e+01 +6.302167631131069925e+00 +5.840671501679608468e+00 +3.387161874638887582e+01 +1.099906894740371399e+01 +1.593876959938536686e+01 +1.258580329005128817e+01 +5.701864067379958101e+00 +8.211576064112009021e+00 +6.513898326548442697e+00 +1.806476517583222119e+01 +7.204774994777267239e+00 +9.232403854597649229e+00 +1.261011421177751402e+01 +9.887879342900404822e+00 +2.144913020070976017e+01 +7.751208227574778675e+00 +1.874369573574324477e+01 +1.492832237067283074e+01 +8.543339186828930565e+00 +1.841802645546181338e+01 +1.321953557488018305e+01 +1.890043659921106212e+01 +1.638269091330990079e+01 +1.060437011506498095e+01 +1.691219659934982644e+01 +8.011186768043003781e+00 +2.028062734171700754e+01 +1.274870546173119124e+01 +1.083250831852392082e+01 +1.417624700169888285e+01 +1.316492061208549558e+01 1.062102535807095194e+01 -1.182323967385811159e+01 -4.871202305616762374e+00 -1.011378388353543301e+01 -6.062296879739676569e+00 -1.364026158447110504e+01 +9.785872018781432757e+00 +1.599855768543733348e+00 +1.535353317420798192e+01 +1.156525444330891617e+01 +1.842860953772792243e+01 +1.660365555290985640e+01 +1.254143650785093200e+01 +1.027568185571165316e+01 +1.364243572753140654e+01 +6.749988803860659914e+00 +1.084465356081528853e+01 +1.374756260246134332e+01 +1.361432041608287591e+01 +6.375668111343337330e+00 +1.574060174447049576e+01 +7.835830359883075857e+00 +1.749856857909733776e+01 +1.121161728970569982e+01 +1.023897049522734903e+01 +1.376863888718601459e+01 +1.360550354347593327e+01 +6.764406910999625211e+00 +6.378186674599909622e+00 +9.248671299658582257e+00 +1.785407542094745281e+00 +6.854818004095477590e+00 +1.807546007453885295e+01 +6.597961818171697246e+00 +7.700069826325361078e+00 +1.259761280106852155e+01 +8.657253640282164042e+00 +1.719538921673672860e+01 +1.100038291206440988e+01 +7.446674227718702355e+00 +7.324063340965849989e+00 +8.791135957509695231e+00 +1.509331128251560017e+01 +1.354212352232750050e+01 +1.492842788711500646e+01 +4.916071214466768424e+00 +3.772109282619780402e+00 +4.590902013825711947e+00 +1.715606181961928201e+01 +1.218476639941536632e+01 +1.148805081300861275e+01 +1.830257814239807601e+01 1.132805084356380121e+01 -1.109296280858347927e+01 -6.320764754513660932e+00 -6.467375203384150950e+00 -1.116194303514201636e+01 -1.769582945766995863e+01 -5.502271666173413678e+00 -1.693010930478571652e+01 -7.076723901490680646e+00 -1.629286672586553664e+01 -1.071069103308451531e+01 -3.153253532984550134e+00 -6.198820712298825697e+00 -9.584173342424676889e+00 -3.925481024573684863e+00 -9.393869294397674707e+00 -8.961506255044966451e+00 -1.692534843912902431e+01 -1.248151893474486940e+01 -1.304609143118072723e+01 -1.887514697268878194e+01 -1.785893480893778928e+01 -3.653105977064157628e+00 -9.167937848251042965e+00 -1.135423242895194562e+01 -1.311434545242957483e+01 -7.655861873033671827e+00 -9.127861465472705049e+00 -1.457995814583171068e+01 -3.052204096738149985e+01 -8.111840862716462652e+00 -1.345023680980955305e+01 -1.510253038451355678e+01 -6.789275659595816137e+00 -1.062970324759882601e+01 -6.431546129709246884e+00 -8.809650848674820622e+00 -1.691121136648150980e+01 -1.235915680585456755e+01 +2.015515779484904613e+01 +6.181371362268251346e+00 +1.336017475644564456e+01 +6.594288152878036158e+00 +4.732355898220461654e+00 +1.166247894355018389e+01 +4.831996764681306900e+00 +1.054572087050324569e+01 +1.711961618700557608e+01 +9.315317466634525090e+00 +8.405235378615600439e+00 +1.399847586977951153e+01 +3.387161874638887582e+01 +9.976898049179709460e+00 +1.350728651299542094e+01 +9.289515389250922794e+00 +8.407645631485479498e+00 +3.654407304660992395e+00 +1.224273680789592333e+01 +1.777307329705436700e+01 +2.269617892152659522e+01 +5.826145993554291636e+00 +1.504913240096560401e+01 +1.304371612541713432e+01 +1.172405825758497144e+01 +3.826762293464923914e+00 +1.994633704694102505e+01 +3.405559359101118844e+00 +8.650744943212885119e+00 +9.159158458683592130e+00 +1.243834613198917793e+01 +1.065178094810346465e+01 +9.189430740507702922e+00 +1.524829686673700735e+01 +5.822973606394938884e+00 +2.617440650785177070e+01 +1.458362542632531245e+01 +1.202278591036569821e+01 +1.223453153627502843e+01 +1.622121803039593146e+01 +1.289932334235908229e+01 +1.438307056759659019e+01 +9.885013275964425361e+00 2.560225384134457727e+01 -8.360932589758007794e+00 -7.539663608275049000e+00 -7.916326704528287905e+00 -2.508006031570417349e+01 -5.734899712869136579e+00 -2.187950756118556228e+01 -1.031163649607260879e+01 -1.213165007744322565e+01 -1.817696095074293794e+01 -1.786049728990926155e+01 -6.251188261271309443e+00 -1.632614463471992394e+01 -5.647392839777339191e+00 -1.019036541533502316e+01 -9.698995955992160134e+00 -1.394920279138112562e+01 -1.032612811297131827e+01 -1.163800089129804860e+01 -1.530511946381385258e+01 -6.248185798980486538e+00 -7.307742633861309400e+00 -2.200205229342368796e+01 -1.570453999217593832e+01 -3.475025249334819932e+00 -8.269243182086569277e+00 -1.533932902443729063e+01 -3.057457970426527538e+01 -1.209814066075422545e+01 -2.190438507652805811e+01 -5.245296977660004245e+00 -1.055693997614301338e+01 -1.261197465244978844e+01 -1.667073337381231113e+01 -2.327360064920894445e+01 -6.709678768111487557e+00 -9.500407982402990115e+00 -2.112584456301578939e+01 -5.384970810049942713e+00 -1.768885179017652831e+01 -6.752780147486433293e+00 -3.974860866060581088e+00 -2.120713294311732966e+01 -3.387161874638887582e+01 9.463047615797421486e+00 -1.512115866257470032e+01 -1.422417660680852691e+01 -1.761774474602488283e+01 -1.043110594349070652e+01 -6.386521502464674427e+00 -2.473595211794582838e+01 -2.008338887225376368e+01 -1.648116837865097750e+01 -1.179440762828738798e+01 -9.935976788859449016e+00 -8.480953891266835853e+00 -1.672099506671875702e+01 -1.433711643184707896e+01 -6.368144683338826439e+00 -1.648206183187431861e+01 -2.190438507652805811e+01 -3.280033697634934242e+00 -1.269687447233415867e+01 -7.159513232526478532e+00 -8.170392919182532410e+00 -1.638853451132017369e+01 -7.365933474662782032e+00 -2.877798869090783285e+01 -1.532718914793083798e+01 -1.452511151821902047e+01 -9.289709854262710564e+00 -7.999977027659440409e+00 -1.882837129574598123e+01 -8.676787522234974404e+00 -1.664090197106351354e+01 -8.740400589352191218e+00 -1.352424869169546184e+01 -3.387161874638887582e+01 -1.511964947885545030e+01 -1.468785109069573025e+01 -8.712264903738329735e+00 -2.605588822166586738e+01 -1.462304911926179329e+01 -1.472588792009018732e+01 -3.723750535479553037e+00 -1.268106805194639719e+01 -1.712083398243929366e+01 -8.345276030705761627e+00 -1.966276220425018550e+01 +8.900798598135850170e+00 +3.384492712825618810e+00 +8.964315879266379739e+00 +2.191075626322849246e+01 +1.051636261105204539e+01 +1.302839828578311199e+01 +1.488104458528316343e+01 +1.912340024253309423e+01 +1.166936697218216068e+01 +7.593333928630684682e+00 +1.016409576853898500e+01 +2.251357094513329571e+01 +6.170837163193425567e+00 +6.205875718693306453e+00 +1.717060043801699010e+01 +1.056151212966629771e+01 +8.360932589758007794e+00 +6.522580064807897315e+00 +1.005878336532980200e+01 +8.870368750238796451e+00 +9.816883521609199192e+00 +6.938641996035059378e+00 +1.797705295012231375e+01 +1.938390518496889570e+01 +7.590960488863643718e+00 +1.112677157561029162e+01 +2.009222693308458929e+01 +7.307625456383775031e+00 +5.890101202959698412e+00 +8.396203281394647888e+00 +1.304609143118072723e+01 +4.896323404250580325e+00 +1.696402193225432598e+01 +1.592869264995033518e+01 +7.015245914277812744e+00 +1.122147608283640352e+01 +1.668656970765371739e+01 +2.768419256645827886e+01 +1.243377927389245485e+01 +7.797559338018714925e+00 +1.904485562658508968e+01 +1.048713343450130253e+01 +8.398268077123887565e+00 +2.155408269270071742e+01 +1.835563634804269384e+01 +1.081728030983120448e+01 +1.849870507546361864e+01 +4.453612303377511239e+00 +8.958603649302915528e+00 +5.630397779634236599e+00 +1.328124500413558451e+01 +1.002133502705649448e+01 +8.928559581008045143e+00 +1.444227982363806007e+01 +1.874615952190366386e+01 +1.826318388336073895e+01 +1.238198804185905999e+01 +1.279453421551167480e+01 +1.530941002096558634e+01 +1.316124774460260483e+01 +1.035574496367782160e+01 +1.939061336141099900e+01 +9.838744399653990058e+00 +3.043211162874234788e+01 +1.478185379821778156e+01 +6.769166347120872729e+00 +6.107965230371220855e+00 +1.202508431399481026e+01 +3.927943104858641732e+00 +9.473601491791569629e+00 +3.963250814039859904e+01 +2.145055860539167725e+01 +1.377746097912486789e+01 +9.926114683799667660e+00 +1.238262854242489652e+01 +2.546667905439157664e+01 +1.713438960207068362e+01 +1.521493418444393342e+01 +7.738914093560055107e+00 +1.522380068403451503e+01 +1.380385959235162829e+01 +8.793368318783251425e+00 +6.414234665034840077e+00 +1.522380068403451503e+01 +1.527602378159788543e+01 +8.244716671760315307e+00 +1.248151893474486940e+01 +1.122764871484326932e+01 +7.830930200440164413e+00 +1.064842536405824092e+01 3.387161874638887582e+01 -1.151173257426160035e+01 -2.230472695514667691e+01 -9.836972260391931400e+00 -1.359467475832083494e+01 -1.228856485823011724e+01 +1.522380068403451503e+01 +1.432659058516681228e+01 +5.468016010008213357e+00 +1.447661470499569702e+01 +9.780029184975589374e+00 +1.755340862633384802e+01 +7.753811452409351546e+00 +1.154439140994237789e+01 +1.822153276200000960e+01 +1.057404274912623521e+01 +5.626363969268737719e+00 +8.556895446430189622e+00 +1.240186172332313674e+01 +1.614311726542976544e+01 +5.737301990369843452e+00 +1.044967750444705246e+01 +6.928488318826495629e+00 +1.111054665208277470e+01 +1.196653294754609931e+01 +2.035162456831395161e+01 +1.187498277054162088e+01 +5.625030719437191351e+00 +5.585560640060919013e+00 +1.684433021786799145e+01 +7.240881362657205500e+00 +2.027014403362733219e+01 +8.674609125914898300e+00 +2.005515668663572626e+01 +1.392334659401835495e+01 +1.114431068255510127e+01 +4.484509702261931352e+00 +1.568118560344579748e+01 +8.107088771486814949e+00 +1.991655385577337256e+01 +6.815048274214483115e+00 +2.582869563271370339e+01 +6.740713433172331293e+00 +7.050635279123625310e+00 +9.240607520083386817e+00 +1.590735557275206702e+01 +7.131405602308703351e+00 +1.063512629328536718e+01 +8.183302143097819226e+00 +1.869395322547781291e+01 +3.971344321924236453e+01 +1.802304481416045689e+01 +2.501140168890898963e+01 +3.221123566044056474e+00 +1.961728549692310253e+01 +5.337062936740792907e+00 +5.797148518247951188e+00 +1.472875410544041586e+01 +1.997168317902145418e+01 +8.739488132611640481e+00 +6.329864829948306237e+00 +1.545830483282810519e+01 +1.922834744071211333e+01 +7.734117448753622170e+00 +6.722864113334793501e+00 +2.923580459469775406e+00 +2.370538234555708357e+01 +7.904923563607951564e+00 +4.349950672960432030e+00 +8.258543210549390778e+00 +1.160923718668307458e+01 +2.128369572135777332e+01 1.706897604791207357e+01 -5.062307441782721185e+00 -1.049090981306294168e+01 -9.150842473134019883e+00 -1.493334347687498109e+01 -8.369342287745723752e+00 -4.238689184779957486e+00 +1.175202348416775067e+01 +1.222829543569335442e+01 +1.143776329705043793e+01 +1.222650630147906270e+01 +2.190438507652805811e+01 +1.307131319880663511e+01 +1.664837237583427054e+01 +1.094165850890836111e+01 +2.772798591402938939e+00 +7.702850716588343971e+00 +1.587598943512777794e+01 +1.294650079836712564e+01 +1.104786355621281757e+01 +1.800325525494572787e+01 +9.347991413162787921e+00 +2.564711729469408397e+00 2.107509990962384450e+01 -8.687486514628730561e+00 -7.526975785094450089e+00 -1.001287375591388695e+01 -6.140936808184491724e+00 -1.620960711345711047e+01 --2.786302497369348430e-01 -9.716434103904603603e+00 -7.017194285967036649e+00 -1.085321917630133726e+01 -1.522380068403451503e+01 -2.030307109039625857e+01 -7.915892611087372188e+00 -3.266866960455736546e+01 -1.747126808391551833e+01 -1.260966145820701456e+01 -4.095420089699828736e+00 -2.326267462438947575e+01 -1.458763195812603897e+01 -1.764452589373452440e+01 -3.605692467113854605e+00 -8.490841493653078942e+00 -1.729567362471057379e+01 -1.245324700096207948e+01 -4.581616249600841684e+00 -1.072028785107754345e+01 -4.669424215984193438e+00 -3.346458197279090996e+01 -4.850700857763314389e+00 -4.923436080222671762e+00 -1.719450248861514297e+01 -1.862432264598926679e+01 -8.274593085701937412e+00 -2.052195461102074603e+01 -1.276576230055519545e+01 -1.005502427335220261e+01 -4.570485322953629748e+00 -1.309198929161030378e+01 -2.169887120095835087e+01 -1.153439658159187786e+01 -1.360798116340170338e+01 -1.657369794767963356e+01 -5.942343130227364156e+00 -1.536843637847954369e+01 -9.653222449232899294e+00 -2.744241938375722611e+00 -9.164537526709125359e+00 -1.023109792241224625e+01 -2.148447360084308855e+01 -2.373283752285385617e+01 -5.057972088840969604e+00 -5.516882331774368708e+00 -2.043131751173288535e+01 -1.774002077841221592e+01 -1.714527578351004422e+01 -2.612066104852807769e+01 -1.065951026744379249e+01 -9.696282926906008015e+00 -8.498552212311409448e+00 -1.517102983105669978e+01 -1.339087983807323212e+01 -1.502722990553257887e+01 -3.723750535479553037e+00 -2.743855196611727365e+01 -1.740081474510182602e+01 -6.269075503551761130e+00 -1.850631658934378265e+01 -1.023052181487064161e+01 -9.956238327605845484e+00 -2.338263493925691705e+01 -3.387161874638887582e+01 -1.194858618998475208e+01 -1.115505809454380426e+01 -2.484558461289623210e-01 -1.557309547660142357e+01 -1.406740619910176804e+01 -1.251830773428271470e+01 -1.718788107710199142e+01 -5.964610613073588752e+00 -1.693302848667745764e+01 -7.779922914672994239e+00 -1.573648867571496623e+01 -5.547738680176735215e+00 -5.008736896290457707e+00 -3.665432839662017273e+00 -1.214802294988790266e+01 -1.049566326749807388e+01 -1.027820761471809874e+01 -1.014417035185269356e+01 -1.671171100817130650e+01 -1.301407718551588744e+01 -1.536677828627549047e+01 -5.236956114173423771e+00 -1.046089044667262158e+01 -5.711629922982552898e+00 -7.011193805103559384e+00 -7.698220602198404094e+00 -2.600536494974758739e+01 -7.590956142521434913e+00 -2.706476038791724648e+01 -9.379545373818359622e+00 -9.914004881704173044e+00 -1.182116013824830247e+01 -5.302609106646073656e+00 -2.272696899804162740e+01 -6.777409364223402122e+00 -1.387035507929408595e+01 -3.654407304660992395e+00 -1.252737919025773294e+01 -1.030353242441435668e+01 -1.429662246301694495e+01 -2.877798869090783285e+01 -2.522480869087800670e+01 -1.740142074598337274e+01 -1.304168771534743598e+01 -6.713355948487247815e+00 -1.309144730526702460e+01 -1.157810871668851860e+01 -1.687238205463089002e+01 -5.474330163765245061e+00 -1.041672930841738776e+01 -1.420715364052473717e+01 -1.712002901059285875e+01 -1.482894097370370901e+01 -2.275325234436188282e+01 -8.279063791444386311e+00 -5.341755048160010233e+00 -1.996390772622483212e+01 -6.857310497536545313e+00 -1.166484516707758701e+01 -1.001287375591388695e+01 -7.867481513486950462e+00 -1.110612302631624004e+01 -9.528741068185766494e+00 -9.954700316330701071e+00 -1.359204429416617188e+01 -7.873985925786769258e+00 -1.135425170251568261e+01 -1.142879358114798549e+01 -7.618932769069644451e+00 -5.476395841504057671e+00 -8.278999385531633948e+00 +3.814289448832113294e+00 +8.541493899505397280e+00 +1.534229675740209586e+01 +8.638889410111602274e+00 +1.576841725146948647e+01 +5.072635346870811190e+00 +7.546478100284630841e+00 +1.623116856317449219e+01 +1.263773177863745900e+01 +1.034117330256785294e+01 +1.403451410691764067e+01 +1.093736157868944758e+01 +4.230178030137615508e+00 +8.085661178446429176e+00 +2.040796202061616782e+01 +6.315010308997344168e+00 +9.202142708381458647e+00 +2.772798591402938939e+00 +7.613927850709075074e+00 +1.497770066252205368e+01 +2.612151948962278425e+00 +7.626670765283733999e+00 +1.592869264995033518e+01 +1.210378846576907108e+01 +1.125318215452485049e+01 +7.640777286778742905e+00 +-2.982151310022089774e-01 +5.371914699912892388e+00 +1.322774305676769302e+01 +1.219907647644933490e+01 +6.185076247957695728e+00 +1.374492913664580840e+01 +1.263289505030989801e+01 +1.102617111950630147e+01 +1.591473298467872155e+01 +4.349950672960432030e+00 +9.508356457753123436e+00 +8.739878924116467829e+00 +2.102854862951417658e+00 +1.676625103647522508e+01 +9.267911820131033096e+00 +1.612653708955315324e+01 +9.583978836638152643e+00 +1.931211948179914373e+01 +9.508356457753123436e+00 +8.054297261271827324e+00 +1.273119106762878516e+01 +7.968175868580928523e+00 +6.589674478138888958e+00 +3.671066855464644618e+00 +1.289811151284763469e+01 +1.413007787046396402e+00 +2.031017526945508678e+01 +1.657328404739907057e+01 +1.077312354049450960e+01 +8.836840194825597905e+00 +6.513447328576461359e+00 +1.114051650639940760e+01 +2.584586607727190710e+01 +1.110845414612161619e+01 +6.033743612813367463e+00 +7.305945939834330716e+00 +1.020335019894307038e+01 +1.249674031011869602e+01 +1.410978287857147961e+01 +3.052204096738149985e+01 +1.400632397435087739e+01 +1.245268268280368318e+01 +1.227995613486562831e+01 +1.685796379807364076e+01 +1.002182334368784211e+01 +1.245021718104811725e+01 +1.485732361650013900e+01 +1.309060771462451100e+01 +9.569872621904494281e+00 +9.511743988112456805e+00 +7.008074032326859992e+00 +6.583882444262513900e+00 +9.331032068398414481e+00 +1.597567826305098038e+01 +1.925394610948373497e+01 +3.865662581480023618e+00 +6.414234665034840077e+00 +1.259341342816608744e+01 +9.443486025787478866e+00 +9.753603590506358501e+00 +1.230709832475938015e+01 +6.039244454615555924e+00 +5.391711192079085890e+00 +1.008192207996754064e+01 +2.009063996707436672e+01 +1.290193124751939990e+01 +1.062102535807095194e+01 +1.174912004186778347e+01 +1.072742317010727220e+01 +1.007094309892261208e+01 +1.288792342054500750e+01 +2.179765770840582206e+01 +2.048407285535083133e+01 +1.754595935146252828e+01 +7.773381395052382459e+00 +2.003967532330688073e+01 +7.001176846796141717e+00 +5.888531825299352818e+00 +3.273704951284358344e+01 +9.114422661220984878e+00 +1.328199739308601579e+01 +8.212100570487791629e+00 +1.160722941112720719e+01 +9.166667332855041650e+00 +1.433902865154000494e+01 +2.312772824460971322e+01 +2.741774499909723772e+00 +3.125705140385217362e+01 +2.554009887066455065e+01 +1.095188874187152805e+01 +1.369598909957750266e+01 +1.253058906492015012e+01 +1.274910344595345180e+01 +9.422863325399561063e+00 +6.073380341300520513e+00 +1.530807615555787038e+00 +1.097910365234817220e+01 +7.749050332988005607e+00 +3.502020656974870860e+00 +1.226462751546843322e+01 +1.814657961424549626e+01 +9.723663593328140564e+00 +1.721467835538662428e+01 +4.324683507126920290e+00 1.142879358114798549e+01 -1.435493549395556556e+01 -9.649078996563218880e+00 -4.539711205177781039e+00 -9.346251249419353258e+00 -1.014417035185269356e+01 -1.075369411378594009e+01 -5.315106715337535093e+00 -8.273325180710330073e+00 -2.366989699928595314e+01 -1.230668526969067500e+01 -4.360618374272107189e+00 -2.338438534444850347e+01 -2.831370448442979182e+01 -1.561211498136795228e+01 -1.064297035066984165e+01 -1.764807934559817681e+01 -2.001902138073238291e+01 -1.842493318418570425e+01 -1.451442510775935091e+01 -2.528825679416372907e+01 -9.848043608192810439e+00 -7.511014208229738642e+00 -1.830043516980555296e+01 -1.462849728381978309e+01 -1.445223479687662405e+01 -7.867481513486950462e+00 -1.198098143966919338e+01 -1.640511327496700744e+01 -5.971012656706434996e+00 -5.356024412934289103e+00 -1.097634817327021040e+01 -1.330731066849078559e+01 -1.593702017683818895e+01 -8.576019093343930422e+00 -4.732355898220461654e+00 -1.371169485187182602e+01 -1.107073971445609573e+01 -1.539619642137451194e+01 -1.114431068255510127e+01 -1.414432457441613167e+01 -1.517766600809321176e+01 -1.009300721347749175e+01 -1.347522100755453778e+01 -2.500388748778793513e+01 -1.688583405629604783e+01 -9.736225591913935773e+00 -1.564703307837716295e+01 -1.015929799769889996e+01 -1.657225543845984816e+01 -1.656991951679515296e+01 -9.273012279137574865e+00 -1.257718172981061855e+01 -5.188731529835266088e+00 -1.031163649607260879e+01 -6.481776332543290664e+00 -1.230662534741962588e+01 -1.156157740771878650e+01 -2.696768732456077089e+01 -8.171725278881169174e+00 -7.542607424029085905e+00 -1.313556052442133648e+01 -9.633071192880450440e+00 -3.664182178404558954e+00 -2.201915603011428857e+01 -1.951733243590162203e+01 -1.001287375591388695e+01 -1.571370266606898269e+01 -8.319593912852141671e+00 -1.228527339825524223e+01 -8.279063791444386311e+00 -1.433711643184707896e+01 -2.287580944388649584e+01 -6.210894503129566147e+00 -8.178631139304656017e+00 -7.889992320609493959e+00 -1.817030267437660029e+01 -1.195707122308192538e+01 -8.566383293528403442e+00 -1.043165845945607373e+01 -3.380642808397492161e+01 -2.388055720635560419e+01 -7.918746870112784109e+00 -1.563294893990151024e+01 -2.242314175484787597e+01 -1.088691262227904133e+01 -1.497286688103014285e+01 -6.945460192125821663e+00 -8.710517382212344728e+00 -1.033919061232059278e+01 -1.196317496562549820e+01 -1.696668452417719664e+01 -1.462443581368313517e+01 -1.399490678646009201e+01 -3.662260075250792113e+00 -1.184232833728445655e+01 -1.711906072347271390e+01 -1.188033089171207735e+01 -9.737901815441091458e+00 -1.541076951551656293e+01 -1.510921652294068451e+01 -7.629572245265478614e+00 -1.301407718551588744e+01 -1.579258277038437086e+01 -1.063298696065150750e+01 -1.377746097912486789e+01 -9.744696080041777009e+00 -5.701864067379958101e+00 -5.457920161845521534e+00 -1.070003201744867738e+01 -7.089644984235647485e+00 -4.652238813550624741e+00 -5.250358981579168471e+00 -1.086293432328511699e+01 -1.381104478217474707e+01 -1.508330001110599028e+01 -1.630938600268034122e+01 -7.850310922729278218e+00 -2.459760818551056616e+01 -9.949565962867623625e+00 -9.728716424774546567e+00 -3.227252539954433530e+01 -2.007819510175443156e+01 -1.062751538023650255e+01 -1.423047160596711080e+01 -1.213906719299956194e+01 -1.593543329614399795e+01 -1.182748077769863926e+01 -1.629135039454777711e+01 -1.326501547728624075e+01 -2.375421728644809605e+01 -5.366212459821099401e+00 -1.121266450009552784e+01 -9.427212491703130581e+00 -6.404860989023589468e+00 -1.465982510992824928e+01 -1.050258523642320085e+01 -5.411542509654864830e+00 -9.671543202314751397e+00 -9.120726325487268582e+00 -5.572895741942787140e+00 -8.967662051296755976e+00 -1.096933822947408999e+01 -1.002178165781597841e+01 -1.853438044960493869e+01 -4.789673458572167419e+00 -1.105736832879894393e+01 -9.012050575670201624e+00 -1.195759038898412996e+01 -1.666400302871728911e+01 -1.170568129203333285e+01 -4.935525613074204898e+00 -1.076164310838004212e+01 -8.823326784059645433e+00 -1.047750605126488210e+01 -1.361181493965240463e+01 -1.194180168046455037e+01 -2.572518726783073362e+00 -2.659914433300475878e+01 -9.454494550248270457e+00 -1.066025468930921249e+01 -1.019836785987529026e+01 -1.956201523703036571e+01 -2.154616976691890784e+01 -9.379057756969928050e+00 -6.832733806465526527e+00 -1.131694810211301672e+01 -8.315685454960316747e+00 -5.597586593012650269e+00 -4.383340631496082551e+00 -2.199518555071992409e+01 -3.646482798206449161e+00 -1.688382920233991058e+01 -1.340724400003588812e+01 -2.429380309252813674e+01 -7.693502710107651410e+00 -8.852559416546270654e+00 -1.280120666952251440e+01 -1.113172777336252750e+01 -1.393941466574486299e+01 -8.137479746987011708e+00 -8.954611063041184593e+00 -1.842769483122145857e+01 -1.676029215773559145e+01 -5.617903029775348500e+00 -1.159794064988145124e+01 -2.618191293327593883e+01 -1.302802033778345958e+01 -7.887749623255757569e+00 -8.096948587110333051e+00 -1.912959887125686009e+01 -2.388055720635560419e+01 -1.301407718551588744e+01 -1.971478711033142872e+01 -5.990424610999696142e+00 -1.480910806236096278e+01 -4.432326271868163303e+00 -1.176308917127101950e+01 -1.548572296723668273e+01 -1.517420669605547801e+01 -1.717196762843343549e+01 -1.769621429431470006e+01 -1.900788984360703182e+01 -1.537029129612713518e+01 -2.143204630256434484e-02 -9.072436519413969336e+00 -1.504585330852653158e+01 -2.082686265594564645e+01 -1.635632288855268257e+01 -1.276538414901584417e+01 -1.827980400545897055e+01 -6.311636469213155465e+00 -1.743168984715714487e+01 -7.407126506837556690e+00 -9.632937642136639056e+00 -1.352178247635842467e+01 +5.660832332218888041e+00 +7.700188831533409939e+00 +7.843437849470745959e+00 +8.195979175163799368e+00 +1.270035655164079458e+01 +1.854766984267517671e+01 +6.986214162972146369e+00 +5.174053042255565060e+00 +7.362823057444472852e+00 +9.641618543096996063e+00 +1.002451396336995515e+01 +9.674049155615392692e+00 +2.079056958728887139e+01 +7.592428580420616413e+00 +1.007504521101772355e+01 +8.025407208179657914e+00 +6.949573216920697405e+00 +2.135938280667136269e+01 +8.311845629012196923e+00 +1.121161728970569982e+01 +1.121313458515784589e+01 +1.063592412907678408e+01 +1.480360819501738945e+01 +7.641793910635598763e+00 +1.706897604791207357e+01 +4.879769974281842337e+00 +1.121161728970569982e+01 +1.228830284561203712e+01 9.949565962867623625e+00 -1.450032311428989829e+01 -9.240862348799907977e+00 -1.414315218370984439e+01 -1.279072234800140961e+01 -9.179756373379632350e+00 -2.024857788990377117e+01 -9.853032086811694512e+00 -1.953991189852993671e+01 -1.473191606330135528e+01 -1.051987751440442764e+01 -1.092002195514542962e+01 -1.125400089251553482e+01 -1.057784355651142505e+01 -1.480368999346232783e+01 -1.143440256988694159e+01 -6.976920468430151345e+00 -9.844267613477271084e+00 -1.420715364052473717e+01 -6.985327526670189968e+00 -1.599406442343503443e+01 -8.071389692375021241e+00 -9.155201528228332108e+00 -2.531057070225386951e+00 -9.970470059644028993e+00 -7.863791985736213519e+00 -7.395357643550042326e+00 -1.092890978008159664e+01 -4.940336507815246136e+00 -1.352424869169546184e+01 -1.552252016094769260e+01 -1.068776751908070821e+01 -1.230159351118676625e+01 -1.152371295729238909e+01 -1.081711195733113584e+01 -1.074463580140974273e+01 -1.448921882172795961e+01 -1.900576943507691396e+01 -9.495625530430615413e+00 -4.057461854706531312e+00 -1.553142852216032566e+01 -4.637190550337265904e+00 -1.706604652214224416e+01 -1.200897458128170570e+01 -6.982448530439924639e+00 -1.447341388195361844e+01 -1.061857231897282361e+01 -2.580173946226653925e+01 -1.445904175456733753e+01 -1.257489567481661652e+01 -4.548736931002906658e+00 -9.127670188620456315e+00 -6.599067713262670054e+00 -1.147869346265279944e+01 -9.277075668548505405e+00 -1.653879854752986489e+01 -1.308196120537151330e+01 -1.097343862118206914e+01 -1.187295269314800805e+01 -9.073803349825993791e+00 -1.974928554199057373e+01 -1.433711643184707896e+01 -3.714578619876917287e+00 -1.266699901661127114e+00 -7.484827864288106980e+00 -8.232629504416721034e+00 -1.437782716013376216e+01 -1.207418666009112940e+01 -1.614283633918435612e+01 -1.013201866467416323e+01 +4.470206542070712885e+00 2.546670144834477867e+01 -1.631939197764070570e+01 -1.607515457283113847e+01 -6.890799151332899442e+00 -1.552162539781591022e+01 -1.422310330426745395e+01 -1.879603283914170220e+01 -4.709351126077109484e+00 -1.283053081359715009e+01 -1.404000521150369707e+01 -9.831670963323617229e+00 -9.860144174684990048e+00 -1.445903532915055223e+01 -1.332454695500022979e+01 -8.578301601739582338e+00 -8.406858347093944417e+00 -8.527104373513765267e+00 -1.174629656011204304e+01 -1.930006504020289526e+01 -1.153984698279192855e+01 -1.466343320233086445e+01 -1.148178148663591003e+01 +1.473057649421649273e+01 +1.182748077769863926e+01 +1.562318991368793775e+01 +6.827035753086320824e+00 +9.972202885856191301e+00 +9.760218532292768145e-01 +1.634638680762992635e+01 +2.420524673537549631e+01 +3.391263040393909023e+00 +7.892534929620467210e+00 +1.520020826943255088e+01 +2.901597956298530789e+00 +8.117440034485184697e+00 +8.976729615986371869e+00 +3.109614231060149336e+00 5.486073069836393756e+00 -1.256979522315921827e+01 -5.899013388140929237e+00 -7.229180026511855317e+00 -3.049887320084593512e+00 -1.433711643184707896e+01 -2.388348023194225789e+00 -2.142223634479738337e+01 -1.362361618527719997e+01 -8.019741546654614694e+00 -7.938099992932194482e+00 -1.468000432368251040e+01 -1.153635508823424516e+01 -6.943265642666546000e+00 -1.040987915023042376e+01 -1.352424869169546184e+01 -1.891434061879829187e+01 -8.869222396559138133e+00 -1.098039472166657049e+01 -1.031163649607260879e+01 -1.198179708992594783e+01 -7.853200637163908482e+00 -6.414234665034840077e+00 -1.010702057777760388e+01 -6.532839083546448933e+00 -2.190762713003790907e+01 -8.187953005422230035e+00 -9.791977101308447118e+00 -1.278924995182889290e+01 -1.261011421177751402e+01 -2.601107168960729155e+01 -1.154814114051485774e+01 -4.765967756644187148e+00 -1.458458932453895329e+01 -1.587598943512777794e+01 -1.288954723185842965e+01 -1.511941271076008775e+01 -1.084731559135988732e+01 -2.210323611202753114e+00 -1.242382518811390923e+01 -5.070686491565425058e+00 -3.708946469298567195e+00 -1.978283763570176745e+01 -1.790063675834107926e+01 -7.400988493859415485e+00 -1.847388982436476113e+01 -7.401865187771690557e+00 -6.509061582266582491e+00 -1.414297218300833947e+01 -1.619769824214949949e+01 -9.502008025228320776e+00 -2.219604955838316585e+01 -7.033824676061414038e+00 -2.126018553300549740e+01 -3.348562829755977077e+00 -1.241800056083809523e+01 -5.814354534366430016e+00 -1.497449930632464543e+01 -5.341376207284071143e+00 -1.780424875278684738e+01 -6.953725474774330451e+00 -1.178911431317018810e+01 -9.685839750691940253e-01 -1.799527578073730183e+01 -1.587598943512777794e+01 -4.741210467590533995e+00 -1.080719065987914007e+01 -6.804014745814583875e+00 -4.753834298833041316e+00 -9.091941765409799814e+00 -3.010136685545755597e+01 -8.251955161681436834e+00 -1.252169509532288316e+01 -2.350167043286664637e+01 -7.876344332045746910e+00 -1.356662085667394990e+01 -1.157407348863142715e+01 +2.825401326027858318e+00 +7.716504237849491687e+00 +2.599320324054923503e+01 +1.530941002096558634e+01 +5.794600807373640805e+00 +8.001531638586854456e+00 +8.886586785782981224e+00 +1.597452242859864668e+01 +8.786752051400767982e+00 +2.063319111095445635e+01 +1.168677765640556743e+01 +1.070003201744867738e+01 +2.982018781248123673e+01 +1.578136751684426997e+01 +5.738501412887359265e+00 +1.903988839994268290e+01 +6.393747069476958700e+00 +1.727961944980228282e+01 +1.637734602151296315e+01 +5.858422669801839788e+00 +1.011680271092406258e+01 +1.870297350781905266e+01 +9.195869701534050478e+00 +1.333866477793387162e+01 +2.051418675975332917e+01 +1.125455685007776196e+01 +1.907125336078520661e+01 +7.508469906009892725e+00 +1.134771583492984348e+01 +1.612653708955315324e+01 +1.854459537158597016e+01 +7.815345222916832313e+00 +5.288638663303871112e+00 +7.065565995232205410e+00 +1.095588062222857673e+01 +8.429529464617857570e+00 +5.864212643317273432e+00 3.387161874638887582e+01 -1.890032770204145152e+01 -1.457943619202735874e+01 -1.210238439452614045e+01 -9.059519695365224834e+00 -4.283755935392079550e+00 -4.972927682819488382e+00 -1.252737919025773294e+01 -1.414876426039610635e+01 -5.239965271028538041e+00 -1.414763187064927763e+01 -5.657734829096767726e+00 -1.198940298747386635e+01 -1.495432240718670869e+01 -1.391927953226038994e+01 -3.052204096738149985e+01 -1.243834613198917793e+01 -1.336332231233154744e+01 -1.472588792009018732e+01 -1.013922558341700153e+01 -1.171224785107376931e+01 -8.242591688167451025e+00 -8.647200459188397303e+00 -1.635353633937408802e+01 -1.931741271036995045e+01 -1.470833304609533343e+01 -1.283734697660833035e+01 -1.585150423578230061e+01 -1.667539470549991165e+01 -1.152059761538535554e+01 -8.887884639499887385e+00 -1.565963960992422699e+01 -2.994250441147164565e+01 -2.189054432540781647e+01 -1.475613761774671673e+01 -1.225553871890251401e+01 -9.760218532292768145e-01 -1.383142850993172601e+01 -1.493752202736055779e+01 -1.021675824644322006e+01 -9.096761000811454778e+00 -1.429722976577529892e+01 -9.322407205981150469e+00 -1.157407348863142715e+01 -1.024390969910088245e+01 -1.378998682138822574e+01 -1.920989387966805850e+00 -1.362414267217428687e+01 -2.467658882228323591e+01 -2.243678530963077833e+01 -1.467542844972923888e+01 -5.771507234102415396e+00 -1.035176268588196535e+01 -1.796377783297113240e+01 -9.311350608935811124e+00 -2.255803108957610448e+01 -3.629641312330430480e+01 -2.190438507652805811e+01 -2.051025224557774607e+01 -7.565905127406821862e+00 -1.028290356088653823e+01 -6.209166786206438360e+00 -1.541325420727709172e+01 -2.019838800593865358e+01 -1.496105931857017879e+01 -1.903891235672186610e+01 -1.814695909119987505e+01 -7.393144459031802285e+00 -7.860187125475391667e+00 -1.762280776070242894e+01 -1.063854515338636020e+01 -7.200017288819438477e+00 -1.423723502621837156e+01 -9.695119310271422819e+00 -6.081352634513194744e+00 -6.137426410546737543e+00 -9.757129883570968332e+00 -5.781830134374686736e+00 -1.541176630087882415e+01 -1.804156786911590871e+01 -1.153742939032494519e+01 -1.062302307323950856e+01 -5.541211682739714206e+00 -1.461818182900553609e+01 -1.462941346700516476e+01 -1.597259702603200537e+01 -7.812189081875558827e+00 -8.878371253111851047e+00 -1.213799994059793619e+01 -1.792060381680096270e+01 -9.722638346364121276e+00 -5.667729234548431805e+00 -1.352152712984464245e+01 -1.202318739008572379e+01 -1.793412233945119283e+01 -1.492832237067283074e+01 -1.619946056641806820e+01 -1.217461105682887990e+01 -3.148742368750434650e+01 -1.628367865322459807e+01 -7.555043707422640864e+00 -4.968546864841854926e+00 -1.221067745551385997e+01 -1.984897944314722906e+01 -1.596812392183566942e+01 -1.395539797180569508e+01 -1.416880661555963172e+01 +1.780771264256387099e+01 +8.496258242994443322e+00 +4.487470267268975022e+00 +1.045119871937980349e+01 +4.732355898220461654e+00 +1.780728774319950958e+01 +1.114002356675139538e+01 1.492832237067283074e+01 -2.346405685611998138e+00 -2.182110535725350076e+01 -1.884061065803348356e+01 -1.664960325078074277e+01 -1.226251282690559208e+01 -1.893814497764161331e+01 -6.008399467606722055e+00 -2.466765810267831682e+01 -2.141076947054301627e+01 -1.829794412594198150e+01 -1.036589180423466416e+01 --1.533439126847000011e+00 -1.382591390475654691e+01 -1.526096211303688222e+01 -1.333818394337654922e+01 -7.079013249830694576e+00 -8.683025410465447180e+00 -1.239750292848633251e+01 -2.210323611202753114e+00 -8.719179230407618775e+00 -1.985816161213836040e+01 -1.213165007744322565e+01 -9.292768531096527340e+00 -6.681368685315277389e+00 -1.007986778846505160e+01 -1.675310163942816644e+01 -1.453746110191163154e+01 -1.275227976764405469e+01 -7.765155060513819762e-01 -1.143268506447530797e+01 -3.696419704653337135e+00 -2.313002684283878807e+01 -1.142842554618380291e+01 -1.464954131978423391e+01 -2.605994834214996558e+01 -6.819478350327820237e+00 -1.894634896524253520e+01 -9.138445004622084866e+00 -1.208845713365883512e+01 -2.190438507652805811e+01 -8.516374928366673203e+00 -1.291747137146361979e+01 -2.587056868392437536e+00 +1.150298275710369467e+01 +2.015515779484904613e+01 +1.497380995260570558e+01 +2.317298941279861424e+01 +7.755931065953504344e+00 +1.462941346700516476e+01 +7.466724495176791265e+00 +1.154538501602512213e+01 +1.176792247302175554e+01 +5.486073069836393756e+00 +1.309722926326705306e+01 +6.733876413635556446e+00 +1.244103466769959709e+01 +1.288146539007769320e+01 +1.177346033418206162e+01 +1.025521218779907429e+01 +4.299226910559411863e+00 +9.706739565220075860e+00 +1.754875197902119055e+01 +1.325997271111589271e+01 +1.170160365560803939e+01 +1.063329256991070793e+01 +1.530123441152417740e+01 +6.251188261271309443e+00 +1.189395562397426431e+01 +8.354086295441632615e+00 +1.064202049193656308e+01 +6.562354990277640354e+00 +1.754689329191353409e+01 +6.977931333654325385e+00 +2.023238550562827243e+01 +5.570123405952557505e+00 +1.585411934561578562e+01 +9.877857324167422348e+00 +5.966305490055077598e+00 +9.466984872303044085e+00 +8.859170437045477797e+00 +1.619886733045161975e+01 +8.702597549363161988e+00 +1.616933339413446902e+01 +5.472486707701875730e+00 +1.252953148974042108e+01 +1.711906072347271390e+01 +1.248621586980620179e+01 +9.107388360108529923e+00 +1.314187775392869639e+01 +5.486073069836393756e+00 +1.456568873304286171e+01 +9.442831463176318607e+00 +6.060088086560085685e+00 +9.970140644770111749e+00 +1.651390963387643751e+01 +5.511997524073152022e+00 +1.586214724789651598e+01 +1.246318186002109485e+01 +1.380764831297454975e+01 +1.318918063990507505e+01 +1.392212118446747127e+01 +9.165045272665125253e+00 +1.315107921094504206e+01 +1.113831532691422410e+01 +1.354167941860340818e+01 +6.914115775005726050e+00 +1.802301677563899318e+01 +1.035603935382331997e+01 +4.095511668917481529e+00 +1.183571861297862426e+01 +7.686346745942827852e+00 +6.460349388140400606e+00 +8.782190062997457858e+00 +5.248595987223154680e+00 +8.777852960593634180e+00 +4.581640453190757967e+00 1.095588062222857673e+01 -5.347237808777748569e+00 -1.048763518297388941e+01 -1.281132147138410460e+01 -1.014617735526803699e+01 -1.300528754832862433e+01 -6.022232376046787294e+00 -9.326559965952540665e+00 -1.828968953256031682e+01 -2.056180316072943981e+01 -1.283388146562501220e+00 -1.107123157543441039e+01 -2.133592107773721125e+01 -7.580898635887493242e+00 -4.607337271282219149e+00 -3.993933588639379195e+00 -1.070003201744867738e+01 -1.323384793749914934e+01 -1.485506046583057582e+01 -1.196324290566569459e+01 -1.849452796255214082e+00 -1.261011421177751402e+01 -1.202757774669436230e+01 -1.705254961723852603e+01 -8.555239437295782068e+00 -8.541033033070576153e+00 --5.749396723911388563e-01 -8.873559152094088631e+00 -4.748423240140724033e+00 -1.444416900373654755e+01 -8.992189543957579190e+00 -1.336488058545430135e+01 -2.210120236344084788e+01 -5.147649973937120649e+00 -1.131160091826171765e+01 -9.160652178177613791e+00 -2.171641815310958634e+01 -4.753834298833041316e+00 -1.497770066252205368e+01 -1.068497516890013799e+01 -1.561155704874964556e+01 -1.098628751645253487e+01 -6.494187573793425372e+00 -2.706476038791724648e+01 -5.695371530799448578e+00 -5.222728402411632942e+00 -8.707138191363014812e+00 -1.118145255371960900e+01 -1.684166641990775304e+01 -3.189534825934178741e+01 -1.973916602066540804e+01 +1.023249468832692344e+01 +1.714624394059472934e+01 +1.219057657113269499e+01 +1.563294893990151024e+01 +8.224266483911733872e+00 +1.052456474846817969e+01 +9.965269203223968475e+00 +1.147081744859097796e+01 +1.640410678732898475e+01 +1.600927630681171365e+01 +1.854766984267517671e+01 +1.385283910547495623e+01 +1.210216517905622879e+01 +2.152055569020573955e+01 +3.857057541766153008e+00 +7.185863033548670842e+00 +1.101646965908325626e+01 1.522380068403451503e+01 -8.050008454849830741e+00 -1.266644517095663502e+01 -1.202286913912656985e+01 -6.456862069522955494e+00 -2.676110575192333840e+01 -2.590033429096716588e+01 -5.695691569771042850e+00 -1.397327084147299558e+01 -5.158504254009997680e+00 -9.861928880030887967e+00 -9.916003475079946838e+00 -1.277186775695369647e+01 -1.475218423120611533e+01 -7.873985925786769258e+00 -1.713159354119692068e+01 -1.182748077769863926e+01 -7.140883287122264278e+00 -4.348157380851318976e+00 -1.591868725618940061e+01 -1.932023948556260962e+01 -7.718872610514139865e+00 -1.619645104583980810e+01 -1.553019080009566721e+01 -1.822950223887710308e+01 -1.118211926774473852e+01 -1.073220027224256512e+01 -1.035635123371505983e+01 -1.687720140391074608e+01 -4.669424215984193438e+00 -6.932342671000867540e+00 -6.098727288593806861e+00 -6.962702807364436808e+00 -5.202587785306718615e+00 -1.349109203222218412e+01 -7.679801884393825162e+00 -2.377551855153666338e+01 -5.486073069836393756e+00 -1.139568077252155831e+01 -1.126576515251139199e+01 -1.677283237655564108e+01 -1.905770567254320724e+01 -1.577695830542454303e+01 -1.088235510431543673e+01 -1.268244433204728239e+01 -3.227526096996783167e+00 -5.694008542508910864e+00 -9.685839750691940253e-01 -1.291196359313097730e+01 -8.673850810302354830e+00 -4.118326485364704581e+00 +4.576345495205288216e+00 +1.154405725011085337e+01 +7.687615967749124479e+00 +9.677991706175120612e+00 +2.548905499635205274e+01 +1.081285175175545987e+01 +1.274474117673051410e+01 +7.567169576422060118e+00 +7.408107749422740085e+00 +2.073565082539917626e+01 +1.947849737578803797e+01 +9.214399476516064169e+00 +1.462941346700516476e+01 +1.076495515643834722e+01 +1.164159760176943337e+00 +1.141997801097357979e+01 +4.258718342853129002e+00 +1.080475414714729254e+01 +7.739798911721877062e+00 +1.270829314705953550e+01 +1.275337898763841338e+01 +1.208399572228954355e+01 +3.387161874638887582e+01 +1.237259054711465467e+01 +8.038623607190459097e+00 +9.918417582064449789e+00 3.104644279516942618e+01 -5.630397779634236599e+00 -9.380763170437177223e+00 -1.963634541155764168e+01 -1.934004501460724157e+01 -2.469252831886953459e+01 -2.439703119334103576e+01 -3.387161874638887582e+01 -1.969526662616669910e+01 -1.246600447383549692e+01 -2.564711729469408397e+00 -1.462294014159449773e+01 -1.469769842813862226e+01 -5.785411697769731632e+00 -1.404396353888422766e+01 -2.067001297238526547e+01 -1.919760386279855879e+01 -4.331798969115027376e+00 -1.330731066849078559e+01 -8.428490685818630368e+00 -2.072387801642622662e+01 -9.327235415761720105e+00 -1.079850182755023980e+00 -6.526651999695019413e+00 -1.020596743232643178e+01 -8.503651169036231749e+00 -9.528553319396635857e+00 -1.497770066252205368e+01 -6.692779247011088728e+00 -1.360127238051182985e+01 -1.395963834581606022e+01 -1.468000432368251040e+01 -1.262426865436869150e+01 -8.093662390052799083e+00 -1.079279113418435543e+01 -6.260617617448986039e+00 -1.545206578243490014e+01 -9.227867246427109649e+00 -7.520817047522896814e+00 -4.955819459721595877e+00 -1.331659178491251794e+01 +8.473858610402160707e+00 +6.703763824109302050e+00 +1.327476926981942995e+01 +1.046562431471541288e+01 +2.023139246139835734e+01 +1.697061730389967238e+01 +5.224295719397758830e+00 +1.310156033516807383e+01 +1.200423797957206773e+01 +1.299894351102639689e+01 +1.648206183187431861e+01 +9.606605394916755358e+00 +1.895129443254494106e+01 1.652578758960768823e+01 -5.701864067379958101e+00 -1.969553922219368758e+01 -9.060476846201098056e+00 -1.795998522585287560e+01 -3.654407304660992395e+00 -5.783569807276975894e+00 -7.517695752161870359e+00 -1.002451396336995515e+01 -1.039411972190157485e+01 -7.769167209347429548e+00 -6.672709648192423515e+00 -3.663284686611291363e+00 -1.048444437117773020e+01 -5.701864067379958101e+00 -1.464073917723787588e+01 -9.243941582685010872e+00 -1.714895777475766181e+01 -2.642479212204830219e+01 -1.396598937425264353e+01 -1.190331861274233916e+01 -9.181090734831272471e+00 -1.350943340856136388e+01 -1.330942767486004641e+01 -1.616338856917100486e+01 -1.850098342713845057e+01 -1.104071636359060449e+01 -5.566308758356868225e+00 -7.098618891871495862e+00 -1.506824774799757449e+01 -1.713907378479598265e+01 -1.356168551544730860e+01 -6.143621126915761010e+00 -1.304609143118072723e+01 -9.824149936113926174e+00 -1.145814668469222397e+01 -2.049950669219417421e+01 -7.294708373575204519e+00 -7.397328138125132568e+00 -1.156911161617445316e+01 -1.196122581070397928e+01 -1.522380068403451503e+01 -9.346251249419353258e+00 -1.346375458062163943e+01 -8.459584462347692124e+00 -3.289547965890164960e-01 -1.820378092369126932e+01 -1.513987271646577426e+01 -1.031163649607260879e+01 -6.225192636335464158e+00 -1.456616695294961517e+01 -6.040803821472209734e+00 -1.352431613021418855e+01 -1.620577473114590816e+01 -1.238365987925767797e+01 -1.142879358114798549e+01 -1.142657441917081940e+01 -1.262670779017837219e+01 -1.459045585330558481e+01 -1.329518105511483839e+01 -1.515719381234573859e+01 -1.867855186563643599e+01 -1.016767590845276459e+01 -1.617344670862225087e+01 -1.493116725083679341e+01 -1.925088902212718267e+01 -1.051607425695334541e+01 -1.066578978259116184e+01 -5.270341887465193054e+00 -4.961110565858476207e+00 -5.309406696225565270e+00 -2.126276231383708648e+01 -1.280596557586957829e+01 -8.332966629388423030e+00 -1.343801966583596652e+01 -1.143501186015195970e+01 -1.082636559048145841e+01 -4.867103003022165808e+00 -1.589511391659223705e+01 -9.240542075095433461e+00 -1.230673740580297704e+01 -1.558244402255809291e+01 -1.706897604791207357e+01 -1.024752370966599813e+01 -4.879438065618515452e+00 -6.340055841424103278e+00 -1.190063006538201762e+01 -1.295275527449039998e+01 -2.890005247825669699e+01 -6.030216009472169958e+00 -1.007910361518568720e+01 +1.210318558512892650e+01 +1.340940369818272870e+01 +2.040553121586843588e+01 +2.116817999531909322e+01 +1.209948391159512937e+01 +1.330941503718270269e+01 +9.360294224489464909e+00 +1.345220300401943803e+01 +1.254143650785093200e+01 +1.490362734770290842e+01 +8.817555537040846048e+00 +1.196499685209073505e+01 +8.032760008868805812e+00 +1.085551854650982762e+01 +1.570891590614989752e+01 +8.855016238630511793e+00 +1.708435253558990041e+01 6.251188261271309443e+00 -1.666400302871728911e+01 -6.098727288593806861e+00 -1.043190973575835301e+01 -1.239120641288174340e+01 -7.067915803440172340e+00 -5.467236559399012208e+00 -1.185816098727249823e+01 -9.851207193247532246e+00 -5.459475076104340019e+00 -1.519621265485685058e+01 -8.987992314382339032e+00 -1.580000158432770263e+01 -1.377634349982643869e+01 -1.102287099376745516e+01 -1.216395724309110449e+01 -5.703514407371798711e+00 -8.476506410993508212e+00 -1.237000486344008721e+01 -1.629684855069481841e+01 -1.186028294966006058e+01 -9.423312007686917013e+00 -1.060831658990790061e+01 -2.029822033808257231e+01 -2.355026473498968187e+01 -8.954414003666656185e+00 -1.287971612132193400e+01 -1.466445759758484257e+01 -2.367793824387709378e+01 -5.249428832771712905e+00 -6.770677870308503543e+00 -1.240607588660466831e+01 -2.152055569020573955e+01 -1.026258428428933200e+01 -1.272746664605868716e+01 -3.387161874638887582e+01 -1.248367084843553698e+01 -8.564532294663138146e+00 -1.836651857693240686e+01 -1.071049454604045081e+01 -1.527927806197045868e+01 -1.323301612188460297e+01 -1.004234697869547688e+01 -1.470064602486533545e+01 -1.220579183805598689e+01 -1.608983750783322364e+01 -1.063357043881237018e+01 -1.535810924151401480e+01 -8.985942521065453548e+00 -8.019524540783237399e+00 -1.208277634879121365e+01 -1.049137258071209544e+01 -1.001451875365394528e+01 -1.276109173784384154e+01 -1.613496127148303572e+01 -9.391452697142796069e+00 -4.247127053175603351e+00 -6.459266671628455470e+00 -9.523190544717891726e+00 -4.725203473493962747e+00 -6.394772796156416916e+00 -1.060437011506498095e+01 -1.025998803149637695e+01 -1.024716009639482195e+01 -1.101646965908325626e+01 -7.442397993494338948e+00 -1.187087338740428777e+01 -7.718872610514139865e+00 -8.274593085701937412e+00 -5.215452920375199142e+00 -2.176841812382306784e+01 -1.070651847005747470e+01 -7.244961064130293948e+00 -1.191085088761356303e+01 -8.791135957509695231e+00 -5.705847367494953915e+00 -1.512666101073453717e+01 -1.468866376412493935e+01 -1.939265538989928928e+01 -1.884902569041238962e+01 -8.531892250235301844e+00 -1.008066667702310326e+01 -1.007805617127270637e+01 -8.716835374652973201e+00 -1.813848618488880504e+01 -8.869222396559138133e+00 -2.615633325039411261e+00 -2.933588190177887611e+01 -1.759067973596846457e+01 -1.495488444620501411e+01 -1.218038533734545581e+01 -9.740048453990894473e+00 -1.121111194209272810e+01 -1.064224902852672017e+01 -9.111501395897533939e+00 --2.201865332413191823e+00 -6.773514618800177800e+00 -1.134101909555491261e+01 -1.463657135352727323e+01 -7.920050523291934041e+00 -6.435076150503263648e+00 -1.476528514450463092e+01 -1.265227245266859768e+01 -3.637422144904448373e+00 -6.701607775718287030e+00 -6.309575441617852221e+00 -1.081877791971531622e+01 -2.189216268649478536e+01 -9.915546720670946002e+00 -1.031163649607260879e+01 -8.362287647942082458e+00 -9.521460156389395024e+00 -9.160333673618012540e+00 -8.424275953183880006e+00 -4.114120120137130243e+00 -7.276486292921461541e+00 -1.926911954325639442e+01 -1.995183659597462622e+01 -1.118488354770943261e+01 -1.248166270803091038e+01 -6.870771210842789856e+00 -1.304609143118072723e+01 -2.799220363525741107e+01 -1.781160387728863270e+01 -1.640851532987051087e+01 -1.263932422990909288e+01 -1.355607402907882886e+01 +8.559118560221222083e+00 +1.529635190970410008e+01 +8.506091657972348230e+00 +7.147184762903037836e+00 +1.603836186481146342e+01 +1.467157895545420843e+01 +2.779436507065820194e+01 3.387161874638887582e+01 -3.729641740328816013e+00 -1.223339313163741338e+01 -7.960103626539705601e+00 -9.257822709293620278e+00 -1.142879358114798549e+01 -1.634658336117416866e+01 -1.045797314154455648e+01 -1.252891743318414797e+01 -1.031101957932095559e+01 -2.009523458059467771e+01 -1.316243799741926068e+01 -1.347103664469393891e+01 -9.107546109286985825e+00 +8.970608167604751770e+00 +2.373989656103144341e+01 +2.140524048517841038e+01 +1.570874765391477013e+01 +5.796024571861636332e+00 +1.632433331332326532e+01 +6.655091749251681676e+00 +2.011253422840761118e+01 +1.267178621294443985e+01 +1.138297513171526987e+01 +1.094174814230994741e+01 +8.993182583359285331e+00 +3.723750535479553037e+00 +7.524513490079513645e+00 +6.091010525661630481e+00 2.190438507652805811e+01 -1.893814497764161331e+01 -1.058064837685593318e+01 -1.081337638501966580e+01 -1.324598509074895958e+01 -1.322996653200195283e+01 -7.401639414877223544e+00 -1.286441230618594034e+01 -8.956266002702264473e+00 -1.545000128910919557e+01 -7.557765773931336639e+00 -2.229033217470018258e+00 -1.388120430564005403e+01 -1.370415941503979695e+01 -1.003277605684320406e+01 -7.579571297741310332e+00 -6.433082511716420981e+00 -1.498348893600359588e+01 -7.628741513624731851e+00 -1.453697204329064618e+01 -6.801472939852530430e+00 -7.796028457770830755e+00 -4.554316632147717314e+00 -9.706739565220075860e+00 -1.419218335318566915e+01 -3.387161874638887582e+01 -1.208345015490105823e+01 -1.497770066252205368e+01 -9.565697272715908639e+00 -1.719400349199351297e+01 -1.742311758066529137e+01 -1.487354548504869456e+01 -4.816098989310589218e+00 -6.150388370534614069e+00 -1.187651740864484395e+01 -1.058795832887516042e+01 -1.523670958611364767e+01 -1.433711643184707896e+01 -6.985464420882692593e+00 -1.296988857693213504e+01 -1.170590255351238795e+01 -1.651753185264627177e+01 -1.471428400635053890e+01 -1.495432240718670869e+01 -1.053659395160094903e+01 -7.377622310539464934e+00 -1.539865059207208731e+01 -3.346458197279090996e+01 -1.351425053307779933e+01 -9.956938660967821875e+00 -1.029475146896395188e+01 -1.336809833580879570e+01 -1.147233883935356857e+01 -9.572309461287630938e+00 -1.187284866193014921e+01 -1.850560931204591952e+01 -2.967308783448977749e+01 -3.129953929759162179e+01 -2.458848983823129686e+01 -8.213001974517609938e+00 -1.940568658157314985e+01 -1.097951367744251172e+01 -1.531182778051214655e+01 -1.331121976563326825e+01 -1.002580293612687967e+01 -1.073301933428902544e+01 -1.020618420897061185e+01 -1.530933755987459222e+01 -1.251920207571016874e+01 -2.145715450569699101e+01 -3.096780499854389745e+00 -1.419439502254320473e+01 -1.111135753377965329e+01 -1.113378012062693756e+01 -1.152976869561230444e+01 +1.329448189479401776e+01 5.223596646640388030e+00 -1.173693390767688527e+01 -1.036262752911113694e+01 -1.009141228617153274e+01 -1.142879358114798549e+01 -1.045888335769289768e+01 -1.162931445983602430e+01 -7.189084457117189686e+00 -1.862350909138748989e+01 -2.338438534444850347e+01 -1.115247105921017123e+01 -6.546600168853984769e+00 -6.270995180138385194e+00 -1.040410405432373864e+01 -1.706897604791207357e+01 -2.107509990962384450e+01 -9.873736749415471081e+00 -3.058582611347020475e+00 -1.170793566996620427e+01 -5.862308939601078350e+00 -1.106895771779444715e+01 -3.998817969111584603e+00 -4.418776620101908748e+00 -9.380763170437177223e+00 --7.139481674174561476e-01 -1.177545068706919551e+01 -1.545206578243490014e+01 -9.146191764204374408e+00 -3.387161874638887582e+01 -1.849472205324617846e+01 -1.420715364052473717e+01 -1.358257889981425137e+01 -1.353709869339026284e+01 -2.388055720635560419e+01 -8.158686406565806237e+00 -1.073477354638337999e+01 -9.350555356227843617e+00 -1.161971018796495514e+01 -3.512655801988003645e+00 -8.737779191553130431e+00 -7.361904367446726383e+00 -4.377014055117371072e+00 -5.483973385838240233e+00 -1.311078534421831421e+01 -1.612304609908053976e+01 -1.458794492720652158e+01 -1.665018483860023935e+01 -1.453399934395272908e+01 -5.982422365826892019e+00 -1.926911954325639442e+01 -1.086241592934659650e+01 -1.073928640389851807e+01 -1.566484517495857176e+01 -2.388055720635560419e+01 -8.405781103304292401e+00 -9.098924333388680452e+00 -1.333818962150277798e+01 -8.849650030823667635e+00 -1.254143650785093200e+01 -1.199883802498322893e+01 -1.237567665031866682e+01 -8.377896171803811853e+00 -2.149322897798144538e+01 -1.501312419178773894e+01 -1.306628524783198486e+01 -1.291747137146361979e+01 -2.783945449415513451e+01 -9.219802031328782732e+00 -1.309069696458314525e+01 -1.314354753558650657e+01 -6.004934124258689110e+00 -2.222621079810974720e+01 -1.199929379449396549e+01 -8.329730672628926413e+00 -1.237604884908536462e+01 -4.710795821234270875e+00 -8.109957544223931336e+00 -7.800450709066836907e+00 -3.437447183456121991e+00 -1.026773372737825696e+01 -1.362076010094331480e+01 -1.215155942337808881e+01 -1.287829127813708396e+01 -9.439845749032429012e+00 -2.397142355243674672e+01 -1.051719178348309924e+01 -1.334337065066210926e+01 -8.528096552341182246e+00 -2.743855196611727365e+01 -7.987089347739413370e+00 -2.001789451247479690e+01 -1.744223929266152595e+01 -9.387765698858387964e+00 -1.453697204329064618e+01 -1.443985735411250459e+01 -7.775082457245957812e+00 -6.484565087208437717e+00 -9.249817732619604271e+00 -1.287514296315211482e+01 -1.475218423120611533e+01 -1.849589044942392491e+01 -1.085861723049539762e+01 -5.538129223995923667e+00 -1.048356766408464580e+01 -6.335927603411832365e+00 -1.646052186065072931e+01 +7.806007438871205295e+00 +7.470850110906980035e+00 +1.120672004927473608e+01 +8.712875757933815635e+00 +1.302024938503635099e+01 +1.598789732736985059e+01 +6.551373856840612575e+00 +4.557144179157873509e+00 +1.884317606417326374e+01 +1.644183478276002575e+01 +1.417275981674531238e+01 +1.186944377735868272e+01 +9.019949616160843675e+00 +3.798987517557819160e+00 +2.921663482949365687e+01 +1.065953496821889246e+01 +3.079199698229061255e+00 +1.812802200814503806e+01 +6.217463480035675616e+00 +2.933588190177887611e+01 +1.158279370640499906e+01 +1.358771224888906204e+01 +4.611934375132662467e+00 +1.669511908346771634e+01 +1.001866163771522622e+01 +1.642570284346111009e+01 +1.019836785987529026e+01 +6.020694229196607239e+00 +4.940342501456910895e+00 +8.360092698586910842e+00 +1.496889380602169695e+01 +1.217530938850890720e+01 +1.685494693591058990e+01 +2.192589510479803039e+01 +1.707205592976718833e+01 +6.709678768111487557e+00 9.760218532292768145e-01 -9.737829824248734667e+00 -1.108305405231716634e+01 -1.052920306440181264e+01 -1.069029423782947674e+01 -6.305188744541638357e+00 -1.450132463377039471e+01 +1.307610054048730319e+01 +1.152036656514123081e+01 +2.528825679416372907e+01 +8.788036892924822041e+00 +9.292768531096527340e+00 1.002451396336995515e+01 -1.023436150350896412e+01 -1.313067859443606267e+01 -6.579077246370715670e+00 -1.304609143118072723e+01 -3.982124001271728275e+00 -1.518132202899123229e+01 -5.464720038422427706e+00 -1.759817948451102154e+01 -1.113845866530931517e+01 -2.764003229756666258e+01 -1.366353113956554921e+01 -1.252517147459528246e+01 -5.861474129424038892e+00 -2.540301107208875919e+00 -8.639490611401726028e+00 -2.484350042617816712e+01 -1.029442426868408234e+01 -9.471532644477250074e+00 -1.063775415837129401e+01 -9.407520937884527257e+00 -1.284532747181654599e+01 -1.251616503393798041e+01 -1.589977274623782932e+01 -4.009564490522066649e+00 -1.602489541100173653e+01 -1.394920279138112562e+01 -8.798396926868804258e+00 -1.992868754229463946e+01 -8.188062176894248978e+00 -4.433260179276402368e+00 -9.603128191119751023e+00 -7.280245745926706036e+00 -2.108357260346444662e+00 -2.190438507652805811e+01 -9.414329742597658424e+00 -9.980365126619346938e+00 -2.123864722857314291e+01 -1.220282269829016286e+01 -1.134580379491623603e+01 -1.488499782357656898e+01 -1.193261195074553882e+01 -4.492981945897923879e+00 -1.048604848032667292e+01 -1.220729560515235335e+01 -1.295922806127296667e+01 -2.186855319691979105e+01 -6.432403651629215346e+00 -2.357264970195201670e+01 -8.948696537314233979e+00 -9.544806428207280646e+00 -2.012012607698139277e+01 -1.482826653200788769e+01 -8.526735619272869826e+00 -2.270234269108418346e+01 -1.492832237067283074e+01 -1.341319977805446229e+01 -5.800850823757031094e+00 -2.187431386091702734e+01 -1.008762578811834487e+01 -5.232978804133026074e+00 -1.940014123089869713e+01 -8.406957408416047883e+00 -9.583969762466878706e+00 -2.111112382998851444e+01 -1.345966866596629075e+01 -1.023851258957141397e+01 -5.740309608391129359e+00 -1.117212558350594520e+01 -6.862535590409734709e+00 -2.111517160532410742e+01 -1.363532209390702121e+01 -1.189439874264336083e+01 -4.045466867751244422e+00 -6.775382525445394322e+00 -1.167888220850541359e+01 -1.462471620891335533e+01 +1.008683087579044013e+01 +9.633117323276209731e+00 +7.427428345334334381e+00 +1.433711643184707896e+01 6.472000202319264872e+00 -1.450316072603506257e+01 -9.143512186340629455e+00 -8.951379176901099299e+00 -1.549080987633804796e+01 -1.062382166515254767e+01 -1.142879358114798549e+01 -6.843629472574420447e+00 -7.354329184918071860e+00 -8.136922920284334282e+00 -1.804454682291874690e+01 -1.465648421426487857e+01 -1.181881915621228529e+01 -5.223596646640388030e+00 -1.003690431083330736e+01 -8.663304569735004179e+00 -1.369888552108889712e+01 -5.419769256777016153e+00 -1.755718108213042683e+01 -1.323384793749914934e+01 -1.760227956289115525e+01 -1.340834905523955456e+01 -1.723796525072312136e+01 -4.545098078349255388e+00 -8.704451321931259145e+00 -1.681833346207963586e+01 -9.231607148811107777e+00 -1.375637109324966900e+01 -7.400226709944490722e-02 -9.124396560624987274e+00 -1.007241455261782903e+01 -8.731421531691751170e+00 -9.747561068905312709e+00 -1.392657271769593308e+01 -6.905037153297499231e+00 -1.113788991085681346e+01 -1.563294893990151024e+01 -6.277317498276090646e+00 -1.742285763817923794e+01 -2.110737740426259279e+01 -1.654410820046437891e+01 -8.380164395385250486e+00 -9.434249601396487606e+00 -2.338438534444850347e+01 -1.324620877215609482e+01 -5.666839075509855661e+00 -5.903149234106308541e+00 -1.659199142810054184e+01 -6.669634519613055090e+00 -8.150931808937286860e+00 -1.100841398887197897e+01 -2.318046606135895615e+01 -1.341760821705143769e+01 -2.851333073468836687e+00 -9.183014925622984492e+00 -9.918991218825112810e+00 -1.093416321325736362e+01 -1.626234895270935965e+01 -6.154908494818656095e+00 -1.062904230359703206e+01 -8.847422541424151632e+00 -1.402255826068001454e+01 -1.261991533092628970e+01 -2.351344678714626468e+01 -4.726759664125509630e+00 -9.221430454848885461e+00 -2.525956780678123437e+01 -1.031163649607260879e+01 -1.081722526494641556e+01 -5.756993076322999059e+00 -1.106869114832306877e+01 -2.005496771717082538e+01 -9.389700856728012468e+00 -7.469438114222199943e+00 -2.395601916766078432e+01 -1.544580032533519898e+01 -1.441328044239892847e+01 -1.025112559923546485e+01 -3.730649227924828892e+00 -3.455273044589475262e+00 -1.655808358286530790e+01 -7.536073904762304210e+00 -1.166607529335544768e+01 -3.518890994106939729e+00 -1.659435005241617489e+01 -1.149461400815637546e+01 -6.008535240188308535e+00 -1.858734962536385638e+01 -9.796869749050685527e+00 -1.642016754993083794e+01 -6.261119529560687624e+00 -1.004872778467181149e+01 -1.109329060002606582e+01 -1.536556229952570618e+01 -1.222812007008117519e+01 -1.933871440888333382e+01 -1.105793099161606108e+01 -9.417899579341053595e+00 -1.354965995904461806e+01 -1.214305686556605224e+01 +9.380763170437177223e+00 +1.054337659372001212e+01 +3.690219871722149492e+00 +1.599588056782961587e+01 +2.161896033643014903e+01 +7.363434182685125506e+00 +1.019898684857078308e+01 +3.387161874638887582e+01 +5.534187542169973995e+00 +1.265374585139304031e+01 +4.052250197262253550e+00 +2.261499751250141799e+01 +1.604104731324876809e+01 +1.444651631584990525e+01 +1.200122303311093219e+01 +9.037582649003084612e+00 +1.245550511548105987e+01 +1.668656970765371739e+01 +6.848636877392891620e+00 +8.441381377436414368e+00 +7.799598406811256268e+00 +2.080943890825892595e+01 +3.580503559334616170e+00 +1.987923823164226178e+01 +1.432812523416598083e+01 +1.494066351892256250e+01 +1.522380068403451503e+01 +1.686107986721845009e+01 +1.369598909957750266e+01 +1.738024162004364825e+00 +2.013323728185190475e+01 +3.767533047224247866e+00 6.218810025424772903e+00 -2.047904032120570150e+01 -8.418951936311117379e+00 -1.001287375591388695e+01 -6.465489641155244271e+00 -1.218693624289825550e+01 -1.250833722535608672e+01 -1.073518551880226823e+01 -8.673783075909241802e+00 -1.180941325760358040e+01 -7.512667414692046464e+00 -1.270302768777884239e+01 -1.240956193489986958e+01 -7.607344025619781291e+00 -1.007805617127270637e+01 -9.838745520963939839e+00 +8.582271120186746316e+00 +1.314523653597979092e+01 +1.006377625648609353e+01 +1.178395072961767198e+01 +1.422328611431667866e+01 +4.547743678462978778e+00 +2.582869563271370339e+01 +1.184103624389680931e+01 +1.729567362471057379e+01 +1.348483625372111305e+01 +3.723750535479553037e+00 +3.075783189644522508e+01 +1.681452048363328799e+01 +1.157981026191576746e+01 +1.529570804785048210e+01 +1.432592495229836516e+01 +1.201334397265497955e+01 +8.226344559827907688e+00 +1.448033858830848430e+01 +1.933140734735295041e+01 +1.730877896374167335e+01 +1.219992703745981544e+01 +-3.719204903070860269e+00 +1.009014760222956397e+01 +1.279802949351575592e+01 +1.863500551489318013e+01 +1.729567362471057379e+01 +7.997588346606150367e+00 +9.452547057357179483e+00 +9.875527599995365335e+00 +7.068259630567055751e+00 +1.245719039210932522e+01 +1.459569698645566405e+01 +1.650663009256579983e+01 +6.628551101795551403e+00 +1.179415449580146458e+01 +8.910139964030221904e+00 +1.314462327965240007e+01 +9.357825579329301036e+00 +1.016564497476477413e+01 +1.377026130914246949e+01 +1.221007168697630618e+01 +2.276633942273633693e+01 +1.125729474328694835e+01 +1.719450248861514297e+01 +3.052204096738149985e+01 +8.635466941848704892e+00 +2.415137740108495734e+01 +1.361397986176064023e+01 +1.456648694045071579e+01 +8.379164487354515245e+00 +7.771244788468351317e+00 1.040493080446650254e+01 -2.177102882203816137e+01 -9.457896583097522125e+00 -9.843979238100018847e+00 -2.146759526904929771e+01 -2.796784872815895540e+01 -1.396948217527638292e+01 -8.136623154384722056e+00 -6.368434064019908192e+00 -1.054821721020769587e+01 -8.420792170274523869e+00 -1.706016478330926134e+01 -1.958030978430201685e+00 -1.837219064400983370e+01 -5.126638401874529904e+00 -6.301657994128404994e+00 -2.261499751250141799e+01 -1.344461176312725570e+01 -2.460293426143499573e+01 -9.061871442798917542e+00 -1.010669100308109591e+01 -8.514561462847950679e+00 -9.620813834460733460e+00 -1.080636110846555198e+01 -1.157407348863142715e+01 -1.032502126619728244e+01 -1.114447136334726451e+01 -1.410523924362431103e+01 -1.163084617511810848e+01 -1.409072992416321313e+01 -4.476958814054029290e+00 -7.281147917707315287e+00 -2.749881628060019523e+01 -2.339676295128455763e+00 -1.814503383194890773e+01 -1.133449537773546467e+01 -1.346050277477912971e+01 -7.828758659677134801e+00 -1.515488131809090078e+01 -1.662392599521875525e+01 -9.738433392950256007e+00 -1.018604376893618735e+01 -3.687482100357300396e+00 -2.094999583809075716e+01 -1.569445090589573510e+01 -1.232094012096958124e+01 -1.261011421177751402e+01 -1.085809277539699735e+01 -1.079986741143800089e+01 -7.542607424029085905e+00 -7.148030220106363686e+00 -1.683242418520109140e+01 -5.248595987223154680e+00 +6.446908763844334089e+00 +1.849508959870661329e+01 +3.387161874638887582e+01 +1.109669203033043061e+01 +1.152190629869407701e+01 +1.006802476781624023e+01 +2.172186085212020146e+01 +1.530941002096558634e+01 +1.419475181583121071e+01 +1.324919173490691549e+01 5.701864067379958101e+00 -5.182850754651056491e+00 -1.184877175562643004e+01 -1.327631796232135741e+01 -2.478906593187335261e+01 -1.404350232006528643e+01 -1.250840757601004327e+01 -3.346458197279090996e+01 -9.817750876127760762e+00 -1.185781294680828069e+01 -5.366212459821099401e+00 -1.383362264247247708e+01 -1.046983022816917241e+01 -9.106214281024222146e+00 -7.596129134335171784e+00 -5.207867576027823020e+00 -1.220470364005502972e+01 -9.668612762189283671e+00 -1.541449524969938523e+01 -2.605588822166586738e+01 -1.170020330908324979e+01 -1.156736111624833541e+01 -1.823066957488376261e+01 -9.035639086979116996e+00 -5.835458646621162870e+00 -9.052871474495134407e+00 -1.473113105923638955e+01 -1.347599586825691631e+01 -1.271510016208942773e+01 -6.537162268667614740e+00 -1.877764171380145797e+01 -9.469218522713276798e+00 -1.702856877777908551e+01 -6.815048274214483115e+00 -1.234753559893081842e+01 -8.128877353035690589e+00 -8.045315210294731401e+00 -6.624768132564412326e+00 -2.373989656103144341e+01 -7.506390245884020374e+00 -1.062102535807095194e+01 -2.151565590725040522e+01 -3.654407304660992395e+00 -1.527573488322811102e+01 -9.479259606917025849e+00 -9.640368377791773469e+00 -1.650054001801552772e+01 -8.365326918375899368e+00 -5.331029147234332299e+00 -5.657734829096767726e+00 -1.456568873304286171e+01 -5.196225767888108749e+00 -2.182405576032699912e+01 -6.128634209292926016e+00 -1.078434274019038241e+01 -1.533168980123161873e+01 -7.768212302330823604e+00 -6.304011733380278315e+00 -2.141026988047939028e+01 -1.507087744267765572e+01 -1.184196525704011549e+01 -1.383326826624255546e+01 -1.275748941961907690e+00 -1.620960711345711047e+01 -7.777963647536779490e+00 -1.070003201744867738e+01 -8.171725278881169174e+00 -2.983762542808143792e+00 -1.002451396336995515e+01 -1.157407348863142715e+01 -6.739753402743360766e+00 -1.454547836910323610e+01 -8.253629880553816633e+00 -3.648801423543460487e+00 -1.279925805239138015e+01 -7.647166958512556789e+00 -2.550690420776764711e+01 -1.447464713731648089e+01 -8.962438907181493164e+00 -1.730008673031341004e+01 -8.606677414659785086e+00 -6.668860924090992626e+00 -8.982805244236487852e+00 -9.189490310483265034e+00 -1.486082255710560673e+01 -9.818580237724987114e+00 -1.425086475543625397e+01 -8.917187212128254714e+00 -2.767204368765106892e+00 -1.793651363185699665e+01 -5.447727711358567149e+00 -1.256439865772159692e+01 -1.230593420122505677e+01 -1.336119672792204938e+01 -8.697380530792543141e+00 -2.025081993681030212e+01 -9.825114753414112556e+00 -4.373840430477173413e+00 -9.215672353806354522e+00 -7.747961626778064215e+00 -1.088746154623444795e+01 -4.359420121304836471e+00 -1.875633616165768558e+01 -1.161415180540643632e+01 -1.619253520019587711e+01 -5.760944592797059727e+00 -5.557023977797797443e+00 -5.527190658289214298e+00 -1.129230546575237781e+01 -1.463526877864362064e+01 -8.558037555701318411e+00 -4.611934375132662467e+00 -8.260330356100766380e+00 -5.532423418272983895e+00 -1.817483504227952551e+01 -6.534518086329313746e+00 -5.470853124855054261e+00 -1.131013023314484656e+01 -1.001292608120158434e+01 -8.873513229743920760e+00 +5.192329432812329060e+00 +1.104914815136493189e+01 +1.399738853584715059e+01 +3.406746474481647624e+01 +1.182748077769863926e+01 +1.873186960190766115e+01 +1.330731066849078559e+01 +8.016706291065773371e+00 +9.115281645536455812e+00 +6.616815904209488508e+00 +1.200733060668048324e+01 +1.619580272017550726e+01 +1.991854392194831291e+01 +1.455272860336899043e+01 +9.540125219549082658e+00 +9.257233213474279410e+00 +1.004002940350461870e+01 +1.208886762309201401e+01 +1.507362823463422785e+01 +8.232653373022401411e+00 +6.920252794534988539e+00 +1.160376897710190747e+01 +1.052548149212219641e+01 +8.852194438892965422e+00 +2.059944152607766910e+01 +1.224768329235187991e+01 +5.979035941786122521e+00 +1.225520520173348871e+01 +8.085790476106680558e+00 +1.567432206403941564e+01 +1.563224658052590144e+01 +1.000150337360747699e+01 +1.933910574799656956e+01 +1.038512816570285224e+01 +6.038976139899276063e+00 +6.795230413275376691e+00 +9.879250756681784651e+00 +1.064842536405824092e+01 +1.863500551489318013e+01 +5.142633857583348345e+00 +6.858268772560435877e+00 +2.242314175484787597e+01 +9.069952070036819691e+00 +1.228938121246373782e+01 +1.386118075652719028e+01 +3.387161874638887582e+01 +1.198467835253545388e+01 +8.653425816124439507e+00 +9.196226061726449075e+00 +7.095756549490587872e+00 +7.157511048249375563e+00 +1.683986327669350658e+01 +2.032238777853979173e+01 +1.067143887853811179e+01 +9.860144174684990048e+00 +2.083159836186267455e+01 +7.753811452409351546e+00 +6.670948290212692200e+00 +3.458694649343813410e+01 +1.450855289480810484e+01 +3.052204096738149985e+01 +6.574538846901958777e+00 +1.323293828674766814e+01 +6.251188261271309443e+00 +9.950104266576417444e+00 +6.806545533431275885e+00 +8.235146171039417595e+00 +5.730536573972528913e+00 +8.406885499390725158e+00 +5.762983718405664035e+00 +1.327757733920266503e+01 +1.327097062549840700e+01 +9.463047615797421486e+00 +3.387161874638887582e+01 +1.063670221763638324e+01 +1.564382832681894797e+01 +1.520066373879249966e+01 +8.607166928275660212e+00 +1.272377206455718124e+01 +9.965113629806481299e+00 +1.678291106936030985e+01 +2.858248394160455064e+01 +2.173997279798011562e+01 +1.520098433867701715e+01 +9.228926199591043655e+00 +1.062382166515254767e+01 +1.360722964508052257e+01 +2.004861940881471583e+01 +2.696768732456077089e+01 +1.212412998959041488e+01 +1.014511677234688136e+01 +1.179272483629991086e+01 +1.847388982436476113e+01 +1.530941002096558634e+01 +6.218810025424772903e+00 +1.567690909165229129e+01 +2.087932227912727967e+01 +1.456607650183624969e+01 1.531280302080139677e+01 -1.361669943290502260e+01 -1.943233171904778089e+01 -2.584586607727190710e+01 -8.647417597720561844e+00 -1.215273024198390317e+01 -1.612047174489148915e+01 -1.144499051956928781e+01 -5.679663857792050408e+00 -1.286946793694828273e+01 -2.015515779484904613e+01 +1.010091807961890709e+01 +8.406858347093944417e+00 +6.255996936943148512e+00 +6.156332550406787618e+00 +7.625481126235612805e+00 +1.093416321325736362e+01 +1.146295252170924073e+01 +2.689019010895282236e+01 +1.807244825386898412e+01 +1.086204775852502280e+01 +9.306960117537343535e+00 +6.192085411869669542e+00 +1.116680634472560030e+01 +8.864925397420151398e+00 +1.570806291278520916e+01 +9.951434286106390914e+00 +1.251830773428271470e+01 +7.498739163527588403e+00 +1.159043484185937700e+01 +9.535347827244805785e+00 +1.860343226832996777e+01 +1.102771110844740576e+01 +1.714895777475766181e+01 +1.338779217477429029e+01 +1.582840271393565956e+01 +1.462533145611180885e+01 +4.997437612701844500e+00 +1.470341974651658745e+01 +7.269905027960660959e+00 +5.890859007395746971e+00 +2.276853922432607646e+00 +5.469957421920142338e+00 +6.076459711727622448e+00 +7.119801963958181545e+00 +7.765155060513819762e-01 +1.467758303193427594e+01 +3.245169177536951111e+00 +2.246703366847404482e+01 +8.258331274406444322e+00 +1.752468815879240083e+01 +1.377302349966406325e+01 +1.186751709675114341e+01 +9.011882353000842727e+00 +1.342451925224737863e+01 +9.406339825780364094e+00 +1.013203753487255199e+01 +8.716309998915207302e+00 +8.249540017079638687e+00 +1.328178160215723835e+01 +1.427967790043425111e+01 +1.139060961133419880e+01 +9.949565962867623625e+00 +5.449852935588722858e+00 +1.021215718522675786e+01 +1.056217653730094241e+01 +1.792772644085202671e+01 +1.690560223108678883e+01 +9.297251239600100803e+00 +1.527623264658136293e+01 +3.387161874638887582e+01 +1.893814497764161331e+01 +7.150329640908850592e+00 +1.574435318337235401e+01 +5.247308362590771935e+00 +6.251188261271309443e+00 +7.566534511968441734e+00 +9.127402107119138464e+00 +7.177818705173265812e+00 +9.128504370542259494e+00 +1.106557711905387009e+01 +1.260624630820676373e+01 +3.340284198013040395e+01 1.453697204329064618e+01 -2.169887120095835087e+01 -1.666192297965167768e+01 +1.050032803635629364e+01 +9.100031764490694286e+00 +1.003795344236306164e+01 +1.174232020696544510e+01 +1.090292646203073446e+01 +9.622171271651097868e+00 +1.720270348857961551e+01 +6.613280892436833369e+00 +2.185244506764938421e+01 +2.115387213155749180e+01 +8.111840862716462652e+00 +1.113099863926335331e+01 +1.868002427466285553e+01 +1.070003201744867738e+01 +1.107449963961245487e+01 +2.190438507652805811e+01 +1.064737242474717505e+01 +9.277866717652358375e+00 +1.603953800421692222e+01 +3.260492597679785831e+00 +6.757941337968063067e+00 +1.301407718551588744e+01 +3.485405645610319425e+01 +1.368596655020088804e+01 1.666400302871728911e+01 -9.444517022883928803e+00 -8.030235361020800156e+00 -5.930816045521766000e+00 -3.671584414558566323e+00 -1.475218423120611533e+01 -1.223947088663656757e+01 +9.853384569972419627e+00 +1.209814066075422545e+01 +7.946677819423200617e+00 +1.579095525635611352e+01 +1.104619624808441358e+01 +1.008357038887386636e+01 +5.630397779634236599e+00 +1.426139809518402046e+01 +4.669424215984193438e+00 +5.916604970565288113e+00 +1.379564543770526086e+01 +1.140513731030793565e+01 +4.095420089699828736e+00 +9.600258738233250710e+00 +7.312891866368417482e+00 +1.207866252094322590e+01 +1.423317583450224788e+01 +1.043600702324313545e+01 +1.478063282448223958e+01 +3.092574452665142815e+01 +1.371721715661168162e+01 +2.249680387182205266e+01 +8.249540017079638687e+00 +4.669424215984193438e+00 +6.096438048903195295e+00 +7.765069969407804251e+00 +5.486073069836393756e+00 +4.690016681768696571e+00 +2.584586607727190710e+01 +1.095588062222857673e+01 +1.114931426848671947e+01 +8.482757118231930349e+00 +1.016657410726939759e+01 +2.775015471903819275e+01 +8.033520713946174396e+00 +2.119688613065549987e+01 +6.757941337968063067e+00 +3.811654274504135742e+00 +1.044940798760787004e+01 +1.110326366538936327e+01 +1.046584970542349424e+01 +1.230298077068387386e+01 +1.209302113561166436e+01 +1.323470284401041397e+01 +1.959180890621195203e+01 +8.249559874465433040e+00 +1.280724758213094105e+01 +1.119902255789162382e+01 +4.153897568388018158e+00 +1.101582654848267850e+01 +9.547983705560170620e+00 +9.025607331093354446e+00 +2.219604955838316585e+01 +7.244764066911713485e+00 +2.228908599905386723e+01 +8.606374816233781644e+00 +9.995122490889414735e+00 +6.414234665034840077e+00 +1.462346627012883005e+01 +8.775181357254922432e+00 +3.502020656974870860e+00 +1.800011344651306899e+01 +1.310062411234052604e+01 +1.166786269925140118e+01 +6.371667678642353394e+00 +1.457995814583171068e+01 +1.012832469981673000e+01 +8.991726446465122535e+00 +1.614814136154234347e+01 +5.934494462793239222e+00 +8.697380530792543141e+00 +5.366212459821099401e+00 +4.996184320476260154e+00 +1.863500551489318013e+01 +8.694212796111713715e+00 +5.950801631743161124e+00 +4.052250197262253550e+00 +1.132805084356380121e+01 +4.611934375132662467e+00 +1.084361076529688717e+01 +1.331306954673627274e+01 +1.915706914031717645e+01 +6.073380341300520513e+00 +1.006626381421301630e+01 +1.219010000557896944e+01 +7.766210660416859923e+00 +1.405456616495366973e+01 +1.027331136625731745e+01 +9.346251249419353258e+00 +1.401563688900115778e+01 +1.210318558512892650e+01 +9.682772461671859787e+00 +1.112369902821156131e+01 +6.213044177120806921e+00 +1.823824656784098863e+01 +9.066329211560159251e+00 +1.361467509233357021e+01 +1.406661672585475742e+01 +1.870836666591657149e+00 +7.092131006893609424e+00 +1.509038017516418506e+01 +1.450880015752437657e+01 +1.130745537109474697e+01 +1.269626713815267749e+01 +1.424816884695489705e+01 +9.095254244190044801e+00 +1.220041278550223751e+01 +1.065054938093162207e+01 +4.276989979522682006e+00 +1.887243933068883450e+01 +6.718591316375324141e-01 1.004740990987056648e+01 -1.444065326154151307e+01 -6.315010308997344168e+00 -9.589861748517279239e+00 -2.159526726996722346e+01 -9.800851313455154923e+00 -1.277230580438303775e+01 -1.226251282690559208e+01 -8.441381377436414368e+00 -6.320957725553171258e+00 -7.269905027960660959e+00 -2.564711729469408397e+00 -1.556432012912328844e+01 -9.791137448180350589e+00 -2.308347736956359597e+01 -9.098803781461924700e+00 +6.660459868790198357e+00 +1.376873909794313988e+01 +9.628778390461334880e+00 +1.276049537023394009e+01 +1.666192297965167768e+01 +1.126032012931082704e+01 +7.392463333456845476e+00 +1.121809755626468075e+01 +1.026388001579012155e+01 +1.173873366673224439e+01 +1.556006605215931415e+01 +1.117228551051071861e+01 +1.194605514313839478e+01 +9.707560411884529117e+00 +6.394772796156416916e+00 +2.284686720751726341e+01 +1.329190834289408940e+01 +1.675962717267198343e+01 +1.210523869986413104e+01 +4.557880443168372153e+00 +9.171510646991919202e+00 +1.622708895662724160e+01 1.804848379269087388e+01 -1.664090197106351354e+01 -1.172676815496349434e+01 -1.577131006805733193e+01 -9.346251249419353258e+00 -2.597155997580844655e+01 -1.112211463157601088e+01 -1.008136532575561262e+01 -8.365326918375899368e+00 -1.037086070260774306e+01 -5.280625697609082181e+00 -1.200748931920693963e+01 -9.890619981140048367e+00 -1.618775107468020735e+01 -1.215101019903063673e+01 -1.592869264995033518e+01 -1.560050248138131224e+01 -6.585452190342437007e+00 -1.147126446961246415e+01 -9.292768531096527340e+00 -1.558207622833582207e+01 -3.052204096738149985e+01 -2.174219559640182808e+01 -7.125144173526557267e+00 -1.323384793749914934e+01 -3.547463805792716585e+00 -1.311785891628260003e+01 -4.713949589204474933e+00 -1.055982368292389140e+01 -3.049887320084593512e+00 -2.256860123854625044e+01 -1.721935573929980023e+01 -1.336651199289393332e+01 -1.043694445410977778e+01 -1.006270245575221622e+01 -1.048892325531609515e+01 -8.091760328151337944e+00 -1.105508354958135442e+01 -8.601873923228041008e+00 -8.531454780653518810e+00 -8.868175457490664826e+00 -7.273833734140978891e+00 -4.109687670778789936e+01 -1.660809386561813028e+01 -3.828481551957523266e+00 -3.789237394503579992e+00 -4.985699152075767415e+00 -1.126090128634149323e+01 -1.824105705923125242e+01 -9.117934430010734559e+00 -4.669424215984193438e+00 -1.638105684321500632e+01 -1.205318448004751986e+01 -5.048450685572547059e+00 -9.516775007561165012e+00 -1.384326127580050070e+01 -9.954894326621840150e+00 -7.517695752161870359e+00 -1.786769044384111282e+01 -1.208167148708587035e+01 -1.896557176196036210e+01 -4.629230337161914122e+00 -2.049950669219417421e+01 -5.830994851209609919e+00 -9.462266073264331112e+00 -1.706897604791207357e+01 -1.177180825967238320e+01 -1.209381846901808899e+01 -1.497770066252205368e+01 -8.235205818625217944e+00 -1.267940659503254608e+01 -7.915513183937363806e+00 -9.480199098516550293e+00 -2.474364240010088167e+01 -1.256081350138457253e+01 -1.091440918021980622e+01 -7.959141707002643784e+00 -9.131174302634477158e+00 -3.346458197279090996e+01 -2.306652420804094561e+01 -1.372197177656312306e+01 -9.105222964273636421e+00 -7.259628814270939756e+00 -1.045416775149173816e+01 -1.784339765957577129e+01 -9.386310309255975426e+00 -1.256017859421429250e+01 -1.217014312307797752e+01 -1.148817701622897403e+01 -1.592851051625076764e+01 -1.465736310102469986e+01 -1.031163649607260879e+01 +1.604810682872656002e+01 +1.371833908665887236e+01 +1.850560931204591952e+01 +3.523276571133294510e+00 +1.499365710364482140e+01 +2.301596063951464544e+00 +5.864262859973834452e+00 +1.033247649257073419e+01 +1.102963730973924328e+01 +1.957083777974027328e+01 +3.546064256415078830e+00 +9.700972735661395063e+00 +1.461446851755648879e+01 +6.532438364094588223e+00 +9.022617611874252930e+00 +1.491788909476142067e+01 +1.576176007257100764e+01 +1.497002941322973868e+01 +1.573464761894251751e+01 +7.340649695260793806e+00 +1.235379239828596099e+01 +1.255307496513965759e+01 +2.519750137363131159e+01 +1.796114454887029410e+01 +7.872858893436827543e+00 +8.432695358211240944e+00 +5.248138347652329116e+00 +1.622079230572852282e+01 +1.113172777336252750e+01 +4.359420121304836471e+00 +8.049789734383480777e+00 +7.829289143439126519e+00 +3.346999779491270033e+00 +7.597150591116943019e+00 +1.433711643184707896e+01 +9.089306996475954747e+00 +5.764205188873262387e+00 +1.397312772223622801e+01 +1.012580347777375778e+01 +7.618760894923823912e+00 +6.218810025424772903e+00 1.097200983420854925e+01 -9.420961307749308844e+00 -8.262918795108703307e+00 -1.327323420814011001e+01 -1.369598909957750266e+01 -1.388815561567474788e+01 -1.317477381807459835e+01 -1.083070339849003005e+01 -1.581691396882467870e+01 -8.867270194984456566e+00 -9.329277841073320587e+00 -2.644249163133174818e+01 -1.793412233945119283e+01 -2.051546968665266490e+01 -1.062335659703198587e+01 -1.349189224911594920e+01 -8.897034717699170869e+00 -5.130486121226468299e+00 -1.219981237158586396e+01 -6.089553223280177008e+00 -6.305896062388910650e+00 -1.674903212754271919e+01 -1.258019609423858753e+01 -9.380169823700327925e+00 -9.371710754139058963e+00 -7.927432358631250509e+00 -1.464958169809821698e+01 -1.017003416723362363e+01 -1.168250349487585993e+01 -1.374089116552613632e+01 -4.198341983593351756e+00 -1.712973913396226067e+00 -1.394452896198707492e+01 -1.447398552923283432e+01 -8.268375012613532249e+00 -7.701017291003239507e+00 -1.588230804484506109e+01 -1.633991069664729423e+01 -1.689697500634132155e+01 -9.489718651234767322e+00 -7.226879561607233882e+00 -1.178149952030022973e+01 -4.725203473493962747e+00 -1.491094128271986108e+01 -1.186944377735868272e+01 -9.841586803882449885e+00 -1.037927004377974072e+01 -2.057351443533960378e+01 -1.235032892966631834e+01 -1.352648840639977834e+01 -7.837343382327233599e+00 -1.522380068403451503e+01 -7.612980115540509019e+00 -1.076856690888303092e+01 -1.150323047997430592e+01 -8.575434708165360576e+00 -1.481905453364774417e+01 -2.266693264163185972e+01 -1.209464756971875943e+01 -1.676029215773559145e+01 -1.083781302556522519e+01 -9.060476846201098056e+00 -9.155594240796219196e+00 -8.431130348768618887e+00 -1.230636637696547098e+01 -1.105124854058209394e+01 -1.279215894681195209e+01 -1.218785461243267321e+01 -1.323146746861843326e+01 -1.870945925330551063e+01 -1.416310162879233303e+01 -5.060428003628445026e+00 -1.513104312145249253e+01 -1.668753954340913026e+01 -1.287829127813708396e+01 -7.142319825937576638e+00 -8.249540017079638687e+00 -9.454136637337711591e+00 -1.238198761153007865e+01 -9.045238547860549261e+00 -1.404539166180312293e+01 -4.642458253170474336e+00 -1.117412915619351566e+01 -6.100198491377554433e+00 -1.330731066849078559e+01 -1.246878524872988692e+01 -1.129670137953461051e+01 -1.240343239698162847e+01 -9.434232409488302551e+00 -1.115663718197045284e+01 -1.516420572179804083e+01 -5.546334125152526440e+00 -1.800409964023478437e+01 -4.927001802111419693e+00 -7.713401182402066070e+00 -5.701864067379958101e+00 -1.177361868801754952e+01 -7.117439197051268707e+00 -9.763757699743550234e+00 -1.764452589373452440e+01 -2.099315186795041654e+01 -5.543935393026970360e+00 -8.668459229384239961e+00 -6.309942037615513755e+00 -1.656605983054275555e+01 -1.843455570902828811e+01 -1.434920431543848451e+01 -1.878098745271330472e+01 -1.712083398243929366e+01 -1.539806581233887073e+01 -1.247630668637165741e+01 -1.005560428740503198e+01 -6.414234665034840077e+00 -7.265779235583195828e+00 -1.304609143118072723e+01 -1.746470277340131361e+01 -1.422860862378817615e+01 -5.999814684983249435e+00 -9.874155679484374559e+00 -1.151848989625923991e+01 -1.318082841225792379e+01 -7.291990731263197745e+00 -1.411031340689190472e+01 -1.232858382852147372e+01 -1.454939469486377845e+01 -3.921492851645950850e+00 -8.859821724359377981e+00 -6.402576122511362655e+00 -8.171725278881169174e+00 -1.054058792679875012e+01 -5.277773738350873600e+00 -8.493817457930489923e+00 -1.858533069300887064e+01 -7.710031907644008697e+00 -2.274127644062330944e+01 -3.686207876015359375e+00 -4.136061364436812937e+00 -2.216381538368136717e+01 -7.395796099956598368e+00 -1.468453877605772107e+01 -9.665934887272001674e+00 -1.709392575875472176e+01 -2.931390552674135108e+01 -5.701864067379958101e+00 -1.520020826943255088e+01 -1.226420703842704540e+01 -1.283388146562501220e+00 -1.177101932966530740e+01 -7.891511475355329708e+00 -1.056091079837354130e+01 -1.542945512750991099e+01 -1.381980804598546797e+01 -4.430383594056593211e+00 -4.053148000653578720e+00 -1.198340091994747070e+01 -1.313480969179634883e+01 -2.246703366847404482e+01 -8.812326589603230786e+00 -2.119867922883406663e+01 -1.761327788085822021e+01 -8.365326918375899368e+00 -9.274473595669661563e+00 -3.280033697634934242e+00 -9.196157928681245153e+00 -1.793661901866741459e+00 -1.445091220750585137e+01 -1.237567665031866682e+01 -1.044999081896366988e+01 -1.514731084021825325e+01 -9.103389751428849763e+00 -1.652721071086534721e+01 -5.946075083319740884e+00 -9.834142955075932946e+00 -1.073298458299295532e+01 -1.296908990851174792e+01 -2.584298642524956335e+00 -3.368102910392224203e+00 -1.712083398243929366e+01 -1.963386320910633742e+01 -7.445357767797858628e+00 -1.315316134833234685e+01 -1.224598204140583846e+01 -5.783569807276975894e+00 -1.068727126603326383e+01 -1.196893523617092114e+01 -7.192675012010838032e+00 -2.536169488054838439e+00 -4.324683507126920290e+00 -1.291662961862272141e+01 -6.252092775277333203e+00 -6.881263464220751302e+00 -7.312776819288586694e+00 -1.138286570547901988e+01 -1.218272281366452603e+01 -8.825111970914221615e+00 -1.893814497764161331e+01 -1.069730514736328075e+01 -1.683144330646599940e+01 -1.034820821116846901e+01 -1.654983233165134493e+01 -1.285536091483646715e+01 -1.019637499784344925e+01 -1.166963338190817012e+01 -1.261439134718958144e+01 -1.250738653284571456e+01 +5.672995802476307858e+00 +3.506032351840190131e+00 +3.631425873250023528e+00 +1.487940887286809755e+01 +1.540005585256166398e+01 +1.259134316109772556e+01 +3.387161874638887582e+01 +1.776230220397263793e+01 +1.402922850831700430e+01 +1.749639190123586729e+01 +1.301529139421074888e+01 +9.266949862653902414e+00 3.387161874638887582e+01 -1.818782655305578544e+01 -2.778427172544847679e+01 -8.113791843491100053e+00 -1.702584491944797662e+01 -9.177598743598167630e+00 -9.348869268320854076e+00 -1.275638703582076516e+01 -1.148008845755533969e+01 -1.029085987951685865e+01 -2.713509570555928008e+00 -8.578402302699814186e+00 -3.869586587223778906e+00 -2.231229582195486216e+01 +4.873366980038085217e+00 +2.689019010895282236e+01 +1.486630424377997883e+01 +8.993614205003240158e+00 +1.712284973722529458e+01 +1.433711643184707896e+01 +1.079363194093112099e+01 +2.891027580473452474e+01 +6.920350808553862976e+00 +1.719450248861514297e+01 +1.037167985917844248e+01 +2.456369748559768595e+01 +1.274408438172220315e+01 +5.959892757625212312e+00 +1.594251846982581355e+01 +1.144525052208150839e+01 +1.759413917772214120e+01 +6.433082511716420981e+00 +2.879314239732480019e+00 +1.788639113107655021e+01 +6.777948047274279020e+00 +1.398054475558734566e+01 +2.060365985215079832e+01 +1.384654887908297383e+01 +6.297337048659606751e+00 +5.230835828676219990e+00 1.978283763570176745e+01 -2.605588822166586738e+01 -1.442225451380038237e+01 -8.122201448424306136e+00 -1.225991402495347415e+01 -7.947997692122442004e+00 -1.785856988069168949e+01 -1.536505548235643914e+01 -1.279918798886048137e+01 -1.530077190498469975e+01 -7.005048796626070384e+00 -1.643262576197295743e+01 -1.529682282134545801e+01 -1.845591437501362009e+01 -1.433292954177572653e+01 -3.560715393041107291e+00 -1.107069671485930940e+01 -5.630397779634236599e+00 -1.356804479121085194e+01 -1.214747529154898587e+01 -1.043694445410977778e+01 -1.096462875361693534e+01 -1.576696908755326376e+01 -4.935318916893862706e+00 -1.173704278723582206e+01 -1.036807936325797641e+01 -4.300661546472838381e+00 -5.371451487889999044e+00 -1.667539470549991165e+01 -8.773907064911639964e+00 -1.250738653284571456e+01 -1.409637509884207418e+01 -7.494586839839428194e+00 -8.011984148391718463e+00 -1.699157657884995842e+01 -1.899468126384692823e+01 -1.512958549580818612e+01 -1.843087059594867583e+01 -2.130127787753262680e+01 -7.352713547128473692e+00 -4.604931860169628521e+00 -1.342709819541971683e+01 -6.304402485569653436e+00 -1.097269144583580669e+01 -2.516813946536703384e+01 -2.105693003124176244e+01 -1.357611186909824141e+01 -6.887858561883192010e+00 -1.619253520019587711e+01 -1.653539188529414616e+01 -1.169520284603405003e+01 -1.255600851743209034e+01 -2.944177018596491280e+00 -1.021053751833831313e+01 -1.149500805922143343e+01 -1.482921400416135782e+01 -1.497770066252205368e+01 -9.506173071490024995e+00 -3.387161874638887582e+01 -1.530941002096558634e+01 -9.146075865530164606e+00 -1.415318233601024644e+01 -1.257106893934764003e+01 -2.546670144834477867e+01 -1.027923548343068205e+01 -1.105914768552834460e+01 -1.677930667261928477e+01 -9.280285294840922461e+00 -1.460873824040515956e+01 -1.109916194842095649e+01 -3.881373790758239295e+00 -1.920740047252617444e+01 -3.387161874638887582e+01 -1.036858905417695098e+01 -1.321889342877524598e+01 -3.057416306993641797e+01 -1.182116013824830247e+01 -1.335828355257841338e+01 -1.519868912673848627e+01 -1.238890349741760133e+01 -1.229689801344319733e+01 -1.384155513417002226e+01 -1.169630063198637515e+01 -1.163693880435610595e+01 -5.938128053420484775e+00 -7.401865187771690557e+00 -9.208276596032050065e+00 -1.502398066883968397e+01 -1.839733443279685332e+01 -8.439214181993691000e+00 -1.114197168357665646e+01 -7.566745233600784104e+00 -3.654407304660992395e+00 -1.434182434379916060e+01 -7.892756404432290651e+00 -1.426224378539434667e+01 -7.978050622151073412e+00 -2.700393916205736389e+01 -7.390094510109136650e+00 -1.100981626783077161e+01 -1.415495359811015419e+01 -5.216708236181503366e+00 -1.975403770396854952e+01 --5.059821033574252169e-02 -1.198529594560152134e+01 -1.016796753543481202e+01 -2.578990822292031737e+01 -1.276078963877515093e+01 -1.479180794260481946e+01 -1.352424869169546184e+01 -1.176277334932444774e+01 -1.653793250012157046e+01 -8.405781103304292401e+00 -1.640398021981677346e+01 -7.873985925786769258e+00 -4.151496858368332710e+00 -8.724402659998929721e+00 -8.079036112419373694e+00 -1.029885177172998567e+01 -1.171936267784094809e+01 -8.753629255627075167e+00 -6.808807555434043479e+00 -1.121702185877218483e+01 -9.282029255071236662e+00 -1.263566128014819867e+01 -3.676656846797598632e+00 -1.109305945104007662e+01 -1.117332068036797921e+01 -1.011440182915495711e+01 -1.283100634060065204e+01 -1.749149387679368317e+01 -7.498570791290475768e+00 -1.301407718551588744e+01 -1.224273680789592333e+01 -1.758194151662323179e+01 -7.530150081068470058e+00 -1.063330996491755798e+01 -1.044448133964857561e+01 -6.256098517332290498e+00 -1.786404633975054423e+01 -1.267436637577888803e+01 -1.690560223108678883e+01 -5.474916100653842932e+00 -7.266630737945661167e+00 -1.046350751709361759e+01 -1.486456313410252505e+01 -6.736466095162612078e+00 -9.028861418855925081e+00 -7.692752973584489951e+00 -9.112420126413056209e+00 -9.051893818896360244e+00 -1.688124508641595867e+01 -8.841509153674351751e+00 -1.213730528988182300e+01 -1.362361618527719997e+01 -2.560225384134457727e+01 -1.530933755987459222e+01 -1.611641257410879291e+01 -1.244290787995942082e+01 -1.054016603936265994e+01 -8.469796522696711349e+00 -1.277582759222711672e+01 -1.114545006109247538e+01 -1.277112856949851505e+01 -2.506735979600647113e+01 -1.117707931586954828e+01 -1.066603437266302024e+01 -8.441144268716143984e+00 -1.063330996491755798e+01 -1.260758206110762103e+01 -9.289253836748159188e+00 -1.116494137037381051e+01 -1.028053028439609307e+01 -1.043403093331524190e+01 -8.282267105066935642e+00 -3.274573136794245443e+00 -2.495008639201891754e+01 -7.405109766951468941e+00 -1.735120537403162189e+01 -2.798301013866486642e+01 +3.811613147722525241e+00 +9.119827747476563218e+00 +7.997204923747943894e+00 +3.813400341668355509e+00 +5.276947023408695259e+00 +1.081486457487287112e+01 +2.423805705074812522e+00 +-2.208497768413814981e+02 +1.029316578836484553e+01 +6.969054213100065454e+00 +1.507087744267765572e+01 +8.365326918375899368e+00 +1.555254969168183266e+01 +6.095831686967812857e+00 +8.165155044383638483e+00 +9.941257095907957364e+00 +1.390883916861639591e+01 +1.151312335640901097e+01 +1.716156887315202084e+01 +1.271877154405845545e+01 +1.456429008089517652e+01 +7.140883287122264278e+00 +6.862783118360511025e+00 +6.654625821861955615e+00 +7.089570393705685092e+00 +4.713837525337538636e+00 +1.514564064229884366e+01 +9.503616510981643728e+00 +7.796712975901883169e+00 +6.595584024946958834e+00 4.185474996528739666e-01 -7.520293916684607893e+00 -1.747003482032793897e+01 -1.753073999930144566e+01 -1.408744360644134019e+01 -1.824519998801808640e+01 -1.330432653866887449e+01 -1.281823766826583721e+01 -1.480553989632859668e+01 -1.560588457155274966e+01 -2.327360064920894445e+01 -1.233461159032960097e+01 -1.007778568084398785e+01 -1.345166646656157639e+01 -1.366925526535156621e+01 -4.857779729642203392e+00 -1.711869477948880558e+00 -1.147453189113072369e+01 -8.784503043906767061e+00 -9.312705690380298051e+00 -1.458379067184522171e+01 -1.022775980111650540e+01 -6.953824920237011042e+00 -1.092774798732770591e+01 -1.292961631702777936e+01 -1.304609143118072723e+01 -9.005487758105857665e+00 -1.192419022871663969e+01 -2.167260794327344797e+01 -2.382236844002008525e+00 -1.516851913684811848e+01 -1.079709693242703850e+01 -3.723750535479553037e+00 -1.179272483629991086e+01 -1.346571667468344913e+01 -1.512467833192388866e+01 -2.944514975222631392e+00 -1.160722941112720719e+01 -3.387161874638887582e+01 -5.384970810049942713e+00 -6.251188261271309443e+00 -1.478975616878740595e+01 +5.788442663146312839e+00 +4.550513279167233804e+00 +1.211756937901112963e+01 +1.260915193521898914e+01 +9.380763170437177223e+00 2.190438507652805811e+01 -1.744388828241872602e+01 -1.119607551361754361e+01 -2.843699631886352108e+01 -1.579373291564903070e+01 -1.565622747149379279e+01 -7.456382107060065323e+00 -1.314523653597979092e+01 -8.471609484199490225e+00 -9.261416060189006316e+00 -1.031617838162438261e+01 -1.351778110399150989e+01 -1.342678411035130637e+01 -1.628412767869497202e+01 -1.942722759463319449e+01 -9.908742175502908367e+00 -9.258572607020951750e+00 -6.218810025424772903e+00 -1.430904139108540107e+01 -1.837315508274178910e+01 -1.534786691433833994e+01 -4.185474996528739666e-01 -8.179558347711207489e+00 -2.177102882203816137e+01 -3.479667383157973859e+00 -3.102914838620073112e+00 -1.024921404240323852e+01 -1.133124016200272877e+01 -1.342361125816127299e+01 -1.334036233184919240e+01 -6.734480073802366462e+00 -9.240949229419570088e+00 -1.109106173322096822e+01 -1.462135951287375235e+01 -5.301819522069294521e+00 -6.425532143578308819e+00 -5.538940382216523517e+00 -1.425086475543625397e+01 -1.495704032491033786e+01 -9.385181700819686057e+00 -1.106619767871720228e+01 -1.194741698862176804e+01 -1.146812663263496290e+01 -9.860144174684990048e+00 -3.779232947411031773e+00 -1.445300259488364247e+01 -4.062299014981789469e+00 -1.522189358085822164e+01 -6.782760834705200637e+00 -2.177437129363624990e+01 -1.283550609103527052e+01 -5.568783604766693429e+00 -3.925227574921208884e+00 -1.284363055325296443e+01 -2.152055569020573955e+01 -1.092521432344926779e+01 -1.540943225034314423e+01 -1.695138552262999099e+01 -1.044510098358837524e+01 -1.182116013824830247e+01 -9.581051423195745542e+00 -5.737923886086491621e+00 -1.062589978106467470e+01 -1.225721056343360260e+01 -1.918132135714648712e+01 -8.409039795627379021e+00 -5.790629392799786501e+00 +4.908875530280823796e+00 +1.032411047307381580e+01 +1.686827703367023901e+01 +6.100426980590583526e+00 +1.989814331372572553e+01 +7.978093595060457233e+00 +6.821843348748075186e+00 +1.043310264336874127e+00 +1.427452779194817367e+01 +9.482662572694977143e+00 5.701864067379958101e+00 -1.290017499713563609e+01 -9.414771856994889276e+00 -1.157407348863142715e+01 -7.340909382159608754e+00 -6.290013986712978067e+00 -1.232389071734951358e+01 -2.190438507652805811e+01 -1.815371301637871682e+01 -1.109963442808768264e+01 -7.613995051541039061e+00 -6.341434427253247463e+00 -8.279063791444386311e+00 -8.919004423641410995e+00 -5.277254040728578843e+00 -1.797284600771958196e+01 -2.582869563271370339e+01 -1.790516501018937845e+01 -1.017929635493391061e+01 -9.268379085795004357e+00 -1.269626713815267749e+01 -1.739368526021358718e+01 -1.164054435883629424e+01 -6.890569566009915548e+00 -1.091176154602666770e+01 -1.032835804912794231e+01 -1.263610908443119740e+01 -2.042115142671920580e+01 -1.048393131943090850e+01 -2.892675040080534643e+01 -1.111869244383545663e+01 -1.026621174067199149e+01 -9.367086676473064699e+00 -7.231990254237487648e+00 -9.474284466422147943e+00 -6.645235535598899901e+00 -1.437349662460063371e+01 -5.008736896290457707e+00 -1.663162636885070356e+01 -8.391955099581281274e+00 -1.300805850763268268e+01 -1.766976805239859516e+01 -9.542891736961678362e+00 -9.495007172788533012e+00 -5.934494462793239222e+00 -9.823517254347549965e+00 -7.366282109339792328e-01 -1.046123215690433028e+01 -6.235493135557589994e+00 -8.854232707388504764e+00 -9.705850363150531734e+00 -1.039226190109312142e+01 -1.240956193489986958e+01 -1.197959290351079176e+01 -7.699435418823966870e+00 -1.387003652512943574e+01 -7.511342944136885080e+00 -1.978283763570176745e+01 -4.800231561172736860e+00 -1.455272860336899043e+01 -1.414205215523423931e+01 +6.319149233872821014e+00 +2.689071031478702878e+01 +1.156647457637171783e+01 +1.366475189075620733e+01 +2.126642041742317701e+01 +1.309083826795823313e+01 +1.486943090112367827e+01 +2.015515779484904613e+01 5.924398218753609058e+00 -1.885854620888920863e+01 -2.504460476950106340e+01 -9.636296789828278975e+00 -1.956201523703036571e+01 -4.570964798655388961e+00 -7.112838269333693120e+00 -3.815280492394990119e+00 -1.054174018214055764e+01 -5.682543054582311015e+00 -1.911645888971540330e+01 -1.637958167943320120e+01 -9.292768531096527340e+00 -1.077581104740460205e+01 -2.277147605311226641e+01 -1.385822533431075954e+01 -1.057325088218131270e+01 -3.049332470483008706e+00 -1.290282204967776636e+01 -1.091203679064435050e+01 -1.002451396336995515e+01 -5.340178714828383022e+00 -1.199501649308467677e+01 -1.364550606493730811e+01 -1.592415331850520488e+01 -2.743855196611727365e+01 -1.170020950578766872e+01 -9.310118416890603044e+00 -3.240069046681610132e+01 -2.367277418328382055e+01 -1.505855429858064554e+01 -1.203982525993195907e+01 -1.017128217789425548e+01 -1.991363237924426244e+01 -2.152055569020573955e+01 -5.945867960519876760e+00 -1.490480985939660741e+01 -1.951031801888051120e+01 -2.161786217915960151e+00 -9.209458805078995169e+00 -1.158002117236526374e+01 -1.422860862378817615e+01 -1.298472944702078280e+01 -1.156797834874241460e+01 -1.494691859229824615e+01 -3.365681926412497660e+01 -9.149666361083447441e+00 -1.316769090879583359e+01 -8.216306196761834713e+00 -1.429678510722924045e+01 -1.401268956286448031e+01 -1.066566528670368541e+01 -3.406746474481647624e+01 -9.753637358349266151e+00 -3.104644279516942618e+01 -1.260239920375228451e+01 -1.215657383067677699e+01 -1.470471062824651654e+01 -5.701864067379958101e+00 -9.917255059616167046e+00 -3.104644279516942618e+01 -1.165392772050310555e+01 -2.385805967637320180e+01 -1.713196385000031796e+01 -5.171325917943505601e+00 -1.614537109131765646e+01 -7.008074032326859992e+00 -1.634898429130774389e+01 -1.068615593946238107e+01 -2.081596646111562166e+01 -1.463887670859196533e+01 -1.498376406314478970e+01 -2.388055720635560419e+01 -1.129997291611292098e+01 +2.153351199773072722e+01 +5.008736896290457707e+00 +1.488762014025587632e+01 +1.554911384201075464e+01 +2.834490983423731336e+01 +1.418014895555563726e+01 +8.891560854265136982e+00 +1.133969831638486880e+01 +1.228152477015427735e+01 +9.155415796994432753e+00 +1.011728531975063561e+01 +1.422149649046887987e+01 +1.506572535619791608e+01 +9.064443008342834673e+00 +6.884746801330265953e+00 +1.125385331916777432e+01 +6.407529398287245215e+00 +2.478906593187335261e+01 +9.160758366785742624e+00 +6.008183024765301639e+00 +2.877798869090783285e+01 +1.023851258957141397e+01 +5.312950132206680109e+00 +2.310531417052260394e+00 +2.615633325039411261e+00 +3.346458197279090996e+01 +8.364348152277443660e+00 1.250738653284571456e+01 -9.728545698048151280e+00 -4.457096431897269895e+00 -5.584123166459505683e+00 -1.354048859252797854e+01 -1.196237886131491734e+01 -1.036844838447657935e+01 -9.574610887804752224e+00 -1.538928330409957823e+01 -2.551210882512272349e+01 -1.924977045977010448e+01 -1.201279642459118691e+01 -9.372704894931047193e+00 -7.933494393994706684e+00 -6.251188261271309443e+00 -1.543801693568406108e+01 -8.420518296585896678e+00 -1.028696061502279235e+01 -1.853438044960493869e+01 -5.405518011823438940e+00 -1.664090197106351354e+01 -9.906349319430759692e+00 -1.729195907438162294e+01 -1.276498578508274306e+00 -1.995183659597462622e+01 -1.068179121475606053e+01 -5.701864067379958101e+00 -6.860465781089459369e+00 -1.674201911233922146e+01 -1.191407628861959722e+01 -1.688756409098189692e+01 -6.528426283663861796e+00 -2.010133415212096963e+01 -8.363175184258466288e+00 -1.683630977123041816e+01 -1.648117975817744707e+01 -4.434347077661655590e+00 -9.066491415689796440e+00 -9.066303348650848193e+00 -1.522380068403451503e+01 -1.049597306459521917e+01 -6.487089726140325752e+00 -9.372977834298055200e+00 -1.935359648309049874e+01 -1.105616267807671704e+01 -8.607147549146858978e+00 -6.552981697800547067e+00 -9.115720647231754015e+00 -1.179272483629991086e+01 -2.238548294694395224e+01 -1.882837129574598123e+01 -2.235879146783071292e+01 -1.770070606363233878e+01 -2.805729129157317914e+01 -2.933588190177887611e+01 -2.084486335680527702e+01 -1.338482235731338221e+01 -1.796971635842236026e+01 -1.850560931204591952e+01 -1.483698418238012096e+01 +1.619749555954192033e+01 +5.486073069836393756e+00 +1.064812088571041215e+01 +8.635466941848704892e+00 +8.529034738718173969e+00 +7.725002133977000085e+00 +1.358272920434478692e+01 +1.612410251035615261e+01 +1.155917897864318888e+01 +1.436988955095189624e+01 +1.235680398491659560e+01 +1.717838474040920005e+01 +1.525019992271641911e+01 +1.301897640445177728e+01 +1.622708895662724160e+01 +1.335408011865379763e+01 +1.549513403206509565e+01 +5.914882688841899494e+00 +7.726569457136193364e+00 +1.458763195812603897e+01 +5.630397779634236599e+00 +2.718285296970871912e+01 5.934494462793239222e+00 -1.113101156237154044e+01 -1.754360140929185263e+01 -1.287711365210184056e+01 -1.852309356195395651e+01 -1.038705313643464478e+01 -1.031479232522480061e+01 -6.655705740108587065e+00 -1.215278478873898393e+01 -1.405509360798222929e+01 -4.052250197262253550e+00 -8.684824919215358818e+00 -9.447485792817559513e+00 -9.794400097117588189e+00 -1.504724388797076529e+01 -9.802829933650158978e+00 -2.546670144834477867e+01 -1.208060852705361299e+01 -1.663326118353472793e+01 -1.652476154954011633e+01 -8.753573536633354024e+00 -6.216650897048850766e+00 -9.387974010750156140e+00 -4.944778455717212751e+00 -6.774224124617219900e+00 -1.357237837958643922e+01 -8.986682457508038624e+00 -1.123843332899029690e+01 -1.193048049816044909e+01 -2.015515779484904613e+01 -1.162155291450744699e+01 -1.339202160980961764e+01 -1.043635992883601205e+01 -1.142879358114798549e+01 -1.219907259971174085e+01 -8.321308145050480221e+00 -1.060343804938212031e+01 -1.602353332414462272e+01 -1.306015735405919997e+01 -6.102601840717056803e+00 -1.676029215773559145e+01 -1.251830773428271470e+01 -1.189308340172135559e+01 -3.387161874638887582e+01 -6.957078437783536629e+00 -1.376231238615577013e+01 -1.320402379948292548e+01 -1.258580329005128817e+01 -2.547243623823692360e+01 -7.947997692122442004e+00 -1.420715364052473717e+01 -1.140888596831734958e+01 -8.970381826773490275e+00 -3.387161874638887582e+01 -1.618775107468020735e+01 -5.373023196513528887e+00 -1.418691948979855511e+01 -1.410801059917734790e+01 -1.141731308842088310e+01 -3.180942492420740564e+00 -1.644627308828854950e+01 -7.807249643427283559e+00 -9.797988469170178405e+00 -2.190438507652805811e+01 -1.463645707052370426e+01 -2.652630262279917872e+01 -1.066141337770702080e+01 -1.224273680789592333e+01 -2.533198148037669739e+00 -8.090974209054394350e+00 -1.448120187431428008e+01 -9.997794621849962482e+00 -1.246755590449159001e+01 -2.242314175484787597e+01 -5.805718589048069589e+00 -7.719793879356600996e+00 -1.001138151935526821e+01 -2.084486335680527702e+01 -1.088859279820039205e+01 -9.993956082252154260e+00 -1.167822174522834189e+01 -1.184352442785802850e+01 -1.067813607221958705e+01 -1.070003201744867738e+01 -1.533926286291365670e+01 -1.565324034803036568e+01 -2.203580464465095190e+01 -1.032668369692137844e+01 -9.681659958338201477e+00 -3.387161874638887582e+01 -5.315006637938282097e+00 -1.157191903956383783e+01 -2.518349098353176885e+01 -1.105272872204521661e+01 -1.386729213642942682e+01 -8.054621496503671096e+00 -1.249997422860674590e+01 -1.125400089251553482e+01 -8.239700598385908847e+00 -1.232310598543659808e+01 -1.044873284095865529e+01 -1.395592361538720638e+01 -2.471563748022333584e+01 -1.452178137070082187e+01 -1.100444168578803783e+01 -1.033189158014656073e+01 -5.238819752329334278e+00 -3.387161874638887582e+01 -2.152233502119977970e+01 -1.127530664825324891e+01 +2.332790264257911872e+01 +1.158566144533183717e+01 +2.982018781248123673e+01 +7.171365731669936849e+00 +1.856587467983830209e+01 +3.380152546141388825e+00 +1.532810751768802504e+01 +8.851098050408168660e+00 +1.731138894780606563e+01 +1.854766984267517671e+01 +1.877026299682651711e+01 +9.632022866269238648e+00 +4.267290998786819500e+00 +1.160393876741125041e+01 +3.117462126423646396e+01 +1.299912821211374592e+01 +1.361130906244122230e+01 +8.365326918375899368e+00 +1.136505246288983528e+01 +4.476448873926415217e+00 +7.802849321774743885e+00 +1.011950135045263721e+01 +2.344275248421797642e+01 +4.205387500924253175e+00 +9.200486157329109460e+00 +9.759914782727790339e+00 +6.552433398292123456e+00 +2.024102056092937119e+01 +1.201247038266163258e+01 +-2.414132851425321746e+00 +1.884061065803348356e+01 +1.132973740924690276e+01 +1.726937521363646511e+01 +1.668461697584905323e+01 +6.938189872915785372e+00 +1.174703486616546400e+01 +1.497770066252205368e+01 +1.729567362471057379e+01 +5.825881476945937720e+00 +2.378109105816817248e+01 +9.928985006383882705e+00 +1.258245839949185552e+01 +9.523640433689109841e+00 +1.733666652008658104e+01 +3.106031834520399570e+01 +1.175722990752666419e+01 +1.248312898994612397e-01 +9.192788710224448323e+00 +1.200122303311093219e+01 +1.248937586106406172e+01 +1.374948843734495085e+01 +4.903715794029992026e+00 +1.775820044533223552e+01 +1.386494200953896438e+01 +1.758013106442143680e+01 +1.259589816025786035e+01 +1.154977243674316867e+01 +1.421313179342092781e+01 +7.199756442653594490e+00 5.737301990369843452e+00 -8.452293052645927673e+00 -2.367134577793565597e+01 -2.152055569020573955e+01 -1.764452589373452440e+01 +1.345836884795029675e+01 +7.781024753058915167e+00 +1.326661855850103677e+01 +1.937700255705769337e+01 +9.920400543849197561e+00 +2.743855196611727365e+01 +1.523494842590375242e+01 +1.212101770057223860e+01 +8.043760538626386847e+00 +1.287173912439425294e+01 +3.199783466286405087e+00 +1.416763588093471071e+01 +1.601712817571322489e+01 +6.344956603403346662e+00 +1.167666848285591641e+01 +1.136200324862586797e+01 +1.302184400106025919e+01 +1.328921897422314657e+01 +1.310813332688546495e+01 1.504189221658641884e+01 -1.693382645638121176e+01 -7.786809955551291296e+00 -1.530123441152417740e+01 -1.159794064988145124e+01 -1.334593691409462224e+01 -1.486719830404933873e+01 -5.858884851451620079e+00 -6.848249147326114894e+00 -1.974450217372988448e+01 -1.257099834268606742e+01 -1.293835369386731315e+01 -2.654352964920647651e+00 -1.137710988236680976e+01 -1.079092406700934248e+01 -1.474590420125291246e+01 -1.412940186496469153e+01 -1.219620974906051458e+01 -1.413348216224973442e+01 -1.228692532436143381e+01 -1.172502092760926473e+01 -1.239229155793827886e+01 -1.218601029367115984e+01 -1.002019550253739055e+01 -2.015515779484904613e+01 -7.481718324110588014e+00 -1.861635991447784022e+01 -1.050971472181460342e+01 -5.918470285105357220e+00 -4.682863992077002990e+00 -6.411397849410207073e+00 -9.895893642507488153e+00 -8.831541109295045544e+00 -1.173450189675700983e+01 -8.325578985344904481e+00 -1.039308885140870586e+01 -1.563294893990151024e+01 -8.365326918375899368e+00 -1.284406544165605624e+01 -1.002590710280979636e+01 -8.225948082659172655e+00 -4.169352531633876424e-01 -3.687482100357300396e+00 -1.513301202491513209e+01 -7.404346062745972290e+00 -1.388824945702671698e+01 -5.543246050362157007e+00 -1.786404633975054423e+01 -1.206925482413839745e+01 -1.605591336973128591e+01 -1.037734332532944848e+01 -1.151784338292186760e+01 -1.429342658942367450e+01 -7.818552492738987780e+00 -3.416422655911219408e+00 -6.880453085321718731e+00 -1.158634096832417981e+01 -6.001701945454072984e+00 -1.147049682479413946e+01 -1.251628809320840219e+01 -1.070003201744867738e+01 -7.030225871727452613e+00 -1.113378012062693756e+01 -1.031163649607260879e+01 -1.801092927247231046e+01 -1.437415327909896234e+01 -3.117770944002339206e+01 -1.626543676269578498e+01 -1.581252677067476498e+01 -6.068952183917758703e+00 -9.540408674044272175e+00 -2.062027353204173608e+01 -1.494416360359048213e+01 -1.049693079966910148e+01 -1.018433112318490430e+01 -1.241440566963918002e+01 -1.670675118246604995e+01 -2.718932812936142795e+01 -1.391373020567250762e+01 -9.373164350153587066e+00 -6.045160617976563344e+00 -9.820241629195081146e+00 -1.224145365120381257e+01 -2.380784894746626890e+01 -7.143453142704842662e+00 -2.106503014579594435e+01 -7.964536667796849656e+00 -1.013186557212416972e+01 -1.098742629347263744e+01 -5.485927142656350952e+00 -4.470997269143438757e+00 -3.387161874638887582e+01 -1.930064665886072817e+01 -6.752879210653702557e+00 -9.962204371786327783e+00 -1.327575748167490133e+01 -3.387161874638887582e+01 -4.286552916972681260e-01 -1.213104980652204290e+01 -1.163575619090940449e+01 -5.535340361319569524e+00 -1.042559418137808791e+01 -1.333341044137121401e+01 -1.406545576613297044e+01 -1.824509783842927391e+01 -1.589119714461975263e+01 -1.025136579802770598e+01 -7.766456138755970073e+00 -7.080758267022126518e+00 -1.617672147159552765e+01 -1.259341342816608744e+01 -1.784387589889549020e+01 -1.336076279682089307e+01 -2.030634106581649689e+01 -1.207449152704745643e+01 -1.110661829371412068e+01 -2.020820785517538809e+01 -1.001311467601523475e+01 -5.810873599257959654e+00 -1.047549529187918438e+01 -1.408260531567614748e+01 -5.882037579956005402e+00 -2.629968895965726006e+01 -1.130423461925117579e+01 -9.040713248719981721e+00 -6.018384692740056607e+00 -2.834929460410077695e+01 -7.456382107060065323e+00 -1.249970469803403716e+01 -1.593949585483393605e+01 -2.633304683345173203e+00 -1.766732855425406967e+01 -6.478208518220895940e+00 -1.251332456299969920e+01 -1.055052796271958471e+01 -1.432659058516681228e+01 -5.454207160012714439e+00 -9.486757164481588234e+00 -8.015257868242187556e+00 -6.272450455337917674e+00 -5.783569807276975894e+00 -1.087960299797792629e+01 -2.796784872815895540e+01 -2.349803824308885680e+01 -1.401647997835897286e+01 -1.237239929878364819e+01 -1.404382695807231585e+01 -2.049950669219417421e+01 -1.679150662923234449e-02 -1.070619587464955202e+01 -5.776236208231338765e+00 -7.947522216403427819e+00 -7.384702806174388456e+00 -1.232331515246602294e+01 -5.008736896290457707e+00 -3.387161874638887582e+01 -7.411617878173700547e+00 -6.051817821473036929e+00 -8.009618035685591053e+00 -1.449008821514775036e+01 -1.235150037502054943e+01 -1.181373619803954966e+01 -1.125746654918042111e+01 -9.728895570821990191e+00 -1.159372920529460771e+01 -1.313132301083082609e+01 -2.242314175484787597e+01 -4.611934375132662467e+00 -1.011440182915495711e+01 -1.019831260086780844e+01 -6.953725474774330451e+00 -1.171270495788240851e+01 -9.220482704517309003e+00 -9.473787507626212800e+00 -1.066679853125596367e+01 -1.206679904903049305e+01 -1.301683851944645198e+01 -1.190918622707280861e+01 -4.872644914884602940e+00 -2.546670144834477867e+01 -1.136738149985329471e+01 +1.128772519732576995e+01 +9.376554470604716585e+00 +9.347489741781217276e+00 +1.883206754326003818e+01 +1.622708895662724160e+01 +7.560176343385464293e+00 +6.592858570313282485e+00 +1.133181583410124915e+01 +1.418758871270614463e+01 +6.677399012855516958e+00 +8.713940913417644651e+00 +1.064786310704651839e+01 +1.780728774319950958e+01 +8.794882161147327793e+00 +4.225362749609075763e+00 +7.211918676308911813e+00 +1.826242282670314410e+01 +1.153635508823424516e+01 1.292484215735541397e+01 -2.101418801478033060e+01 -6.342644438424628106e+00 -1.257718172981061855e+01 -1.018705767624337000e+01 -2.963511867648871601e+01 -2.009752965436081240e+01 -9.945964792464536686e+00 -7.142341613829813696e+00 -5.757972392859770139e+00 -1.179570022624767489e+01 -1.675310163942816644e+01 -1.667539470549991165e+01 -9.351245844336943946e-01 -4.209481857758760270e+00 -9.124425135010667987e+00 -1.597144611859687302e+01 -1.269247720944835578e+01 -4.083251097846257949e+00 --4.582527852897868570e-01 -8.087671347727123816e+00 -1.049295020200915474e+01 -4.732355898220461654e+00 -1.022936728822840280e+01 -9.753668529273113563e+00 -9.463489958562519178e+00 -3.981496738058424967e+00 -1.166541409665558149e+01 -2.196693848073385880e+01 -2.020147687256287838e+01 -5.173625650964481792e+00 -1.232841878238774314e+01 -8.469756823572637927e+00 -1.556588724679259883e+01 -1.650710863989515076e+01 -1.425942946375532472e+01 -3.654407304660992395e+00 -6.863775017775111564e+00 -8.870368750238796451e+00 -1.591713293692774300e+01 -1.209232570862540967e+01 -1.142506837865373370e+01 -1.371004476916728265e+01 -1.189439874264336083e+01 -1.578899885163637862e+01 -1.625279313867959274e+01 -1.730416888022602961e+00 -8.676517158176054068e+00 -2.067305961317941865e+00 -3.387161874638887582e+01 -1.595801303664001125e+01 -1.540354943005463895e+01 -1.090885927042145909e+01 -8.421823060529646909e+00 -7.557010504305338827e+00 -6.037672561722857267e+00 -6.978266895769152711e+00 -1.716223926844890002e+01 -1.070003201744867738e+01 -1.371431455156582047e+01 -3.296712888782955986e+00 -1.752164775095208427e+01 -1.613850693157098704e+01 -1.260441791632428021e+01 -1.776756369077158126e+01 -1.266869151409929373e+01 -1.209232570862540967e+01 -1.073104005993128851e+01 -7.187351414829862506e+00 -8.278999385531633948e+00 -1.024981019590256892e+01 -2.190438507652805811e+01 -9.073803349825993791e+00 -8.171725278881169174e+00 -1.029431285224308112e+01 -1.233109699573658702e+01 -1.221519690344703690e+01 -7.590885045743874571e+00 -9.592582796395362266e+00 -6.491508258619944627e-01 -2.478906593187335261e+01 -5.008736896290457707e+00 -6.449189154617641861e+00 -1.370289599201804265e+01 -1.012966579112654131e+01 -7.552828186932515564e+00 -6.848430298131901850e+00 -9.367268811442102106e+00 -1.311562738903774061e+00 -1.523607912681737275e+01 -1.168021672682864676e+01 -1.534707540322943942e+01 -8.818353454423743187e+00 -7.564805949767233528e+00 -5.505036884458831992e+00 -1.502618592980144285e+01 -9.651649384693584466e+00 -1.317477381807459835e+01 -1.131760128920603847e+01 -1.222815131800201982e+01 -1.912136914221889583e+01 -2.523389783597441749e+01 -9.465160042711062260e+00 -1.367777192608784276e+00 -7.371979537915748892e+00 -1.457895345219489514e+01 -1.300524856416917885e+01 -1.716062532154158760e+01 -1.389858620982394655e+01 -1.316564898355029811e+01 -1.544989871187335950e+01 -8.496036011584067182e+00 -8.837752239263593879e+00 -6.173160717258099339e+00 -1.280765309895502924e+01 -2.222621079810974720e+01 -7.965381691512504858e+00 -1.112869896448030715e+01 -1.179485182597622384e+01 -9.233102213428850291e+00 -1.071446457026452492e+01 -9.314970225430926121e+00 -1.585495330036265216e+01 -1.625120827307007687e+01 -1.054748089531602773e+01 -1.067635131552344774e+01 -4.557933019755168402e+00 -1.179803875476147823e+01 -1.284437798912210837e+01 -7.017023257423460336e+00 -1.256887562474243225e+01 -1.896071022564503039e+01 -1.334162856736078595e+01 -4.151496858368332710e+00 -4.961631758495471445e+00 -7.872754161762216540e+00 -1.219069881675594047e+01 -1.114648508830642015e+01 -1.748658925936453556e+01 -3.299518804186519105e+00 -2.217943060654050669e+00 -1.133463683635189057e+01 -1.266699901661127114e+00 -2.773044648507004695e+01 -9.736303914778531521e+00 -1.019783427688301458e+01 -1.284610777640135382e+01 -8.196548133450818341e+00 -1.100108474807622372e+01 -2.744799503291247333e+01 -1.681452048363328799e+01 -9.234920034254258780e+00 -1.666400302871728911e+01 -1.194646777465358412e+01 -2.998918845611289896e+01 -2.317729802576536713e+01 -1.085271850509475655e+01 -5.348591068743857591e+00 -1.155283061548813350e+01 -6.213785057158318637e+00 -1.629796041130670403e+01 -1.550352057824279939e+01 -8.097831485988763234e+00 -6.578888710701235709e+00 -6.350206032637956355e+00 -3.723750535479553037e+00 -2.753811681451317384e+01 -1.142842554618380291e+01 -1.045951698538584651e+01 -9.598716443304084578e+00 -8.533958780798101884e+00 -8.696936749195884886e+00 -1.896557176196036210e+01 -1.270294734478862608e+01 -2.765021338560451625e+01 -1.657369794767963356e+01 -5.781937900996823032e+00 -1.261011421177751402e+01 -7.574678279153836513e+00 -1.052223701664240707e+01 -1.177325513096599252e+01 -6.600276298469594849e+00 -1.028973479117331635e+01 -1.391637843817063924e+01 -1.957083777974027328e+01 -1.300522551092278434e+01 -5.918495072753074737e+00 -7.181981279531797213e+00 -1.946360171923956273e+00 -1.678966645026963533e+01 -9.224945365133976338e+00 -2.624675592514753930e+01 -1.298099034045964117e+01 -8.705745854281659035e+00 -1.418412558197255180e+01 -5.345092839707760390e+00 -6.703941046617444499e+00 -8.909686242400240985e+00 -1.032401261229937006e+01 -4.185474996528739666e-01 -9.238935938034956052e+00 -1.291481613457584388e+01 -1.214693945505496231e+01 +7.069444178220855690e+00 +9.760218532292768145e-01 +7.290411357802796033e+00 +8.305304295789312619e+00 +7.373484391259552240e+00 +6.344956603403346662e+00 +4.183513959547155991e+00 +1.404948238163019880e+01 +7.381316114275421114e+00 +8.283484201960092719e+00 +7.351152772643771982e+00 +1.900788984360703182e+01 +1.729730887534297779e+01 +1.142593367196126053e+01 +1.908512680331794797e+01 3.387161874638887582e+01 -6.920866147872402507e+00 -1.770065210913945464e+01 -2.851470246927082997e+01 -1.972749459265676819e+01 -1.032927878628804308e+01 -8.196301542058591849e+00 -1.949433498349857530e+01 -1.433373037803266925e+01 -6.132156839568921214e+00 -9.266036710158971346e+00 -1.297971273111549806e+01 -1.478883307793793733e+01 -7.999355912042673822e+00 -2.220169282191758953e+01 -1.602622948383525170e+01 -6.551123930398958350e+00 -7.662946357148257448e+00 -2.008919030348063473e+01 -4.942758683410900744e+00 -1.346434633714572726e+01 -6.756675607525821192e+00 -3.958948950359982177e+00 -1.515229041818248845e+01 -1.749821673007554068e+01 -6.156332550406787618e+00 -9.838700641952655701e+00 -1.758843180990017174e+01 -1.406257153119068448e+01 -8.541033033070576153e+00 -8.540727979398496927e+00 -9.935523377609200679e+00 -2.342128414976174611e+01 -2.231756104936248164e+01 -1.846047761629108663e+01 -8.993182583359285331e+00 -1.111225155118791008e+01 -5.500950354354841920e+00 -8.120754833143720930e+00 +1.353602785267557351e+01 +3.387161874638887582e+01 +1.344167125996112588e+01 +5.576941193145117381e+00 +9.379273825943272413e+00 +1.129230546575237781e+01 +8.005662815417892375e+00 +6.301700310955055784e+00 +1.230106551200472609e+01 +1.417145668645493117e+01 +1.743168984715714487e+01 +1.476270723464085677e+01 +1.207990945336007371e+01 +1.433902865154000494e+01 +1.125400089251553482e+01 +1.684967015729985462e+01 +1.123210742043228549e+01 +1.061856683671632595e+01 +9.289709854262710564e+00 +1.462234693737171654e+01 +1.250738653284571456e+01 +-4.244545157993471207e-01 +1.241450688519115886e+01 +7.126439542171695507e+00 +2.450415743754359710e+01 +1.140142064111320508e+01 +3.925059351259832852e+00 +1.168616789765535202e+01 +1.953631437097398305e+01 +2.373989656103144341e+01 +9.292270238305761154e+00 +8.899993934791183392e+00 +1.824728189670193501e+01 +1.378196158579895325e+01 +1.070279522740548828e+01 +6.111873194109776364e+00 +2.173655385615084867e+01 +4.824887106986167851e+00 +1.063697668873697921e+01 +2.043440184483338840e+01 +1.642899593493028476e+01 +7.718872610514139865e+00 +2.590918253920430914e+01 +5.999239730111881386e+00 +1.132487425002315717e+01 +3.387161874638887582e+01 +7.981777427405788217e+00 +6.081944279868849890e+00 1.171224785107376931e+01 -9.054847178735784041e+00 -7.448957504608628710e+00 -5.207784154654234499e+00 -1.287615944852966265e+01 -3.653084132008558527e+00 -6.711718169626479380e+00 -7.020469612265216597e+00 -1.642399625686779530e+01 -5.701864067379958101e+00 -7.571877524130414372e+00 -1.476277063944094436e+01 -1.903993940364024695e+01 -2.377193360520219301e+01 -1.849440048946442516e+01 -5.746037712059475666e+00 -8.365326918375899368e+00 -2.750512336310518435e+01 -1.425474232116069118e+01 -1.414332926814165603e+01 -1.610259167044668516e+01 -2.242314175484787597e+01 -1.464727049856078622e+01 -4.305898932753478903e+00 -9.011102961312204229e+00 -5.072576504876934678e+00 -3.193519870881232237e+00 -6.144904875037184411e+00 -1.124037232542553966e+01 -1.360627943397767581e+01 -1.895637257276416676e+01 -1.475218423120611533e+01 -2.280988423194629888e+01 -1.070003201744867738e+01 +6.337408891771787012e+00 +1.140240954975733700e+01 +2.501861831348918486e+00 +1.019726860721453932e+01 +2.059084415639004817e+01 +9.661329947541489105e+00 +7.093642514520780651e+00 +7.867481513486950462e+00 +4.669424215984193438e+00 +8.813386802854594748e+00 +1.800375993489448945e+01 +2.169988824208800793e+00 +9.473268317549027984e+00 +1.511714431905342337e+01 +1.249563815570868996e+01 +1.253438752196309736e+01 +1.237567665031866682e+01 +1.183350246087789515e+01 +1.354492265312475752e+01 +2.731036339495182119e+01 +9.737829824248734667e+00 +9.600250886633816094e+00 +1.027794082907733753e+01 +1.094269075262494084e+01 +2.417429343004002362e+00 +4.838102295972760203e+00 +1.146695367473176930e+01 +9.060403784738980448e+00 +1.514398891250883139e+01 +1.116361023103640093e+01 1.492832237067283074e+01 -8.700510933359851151e+00 -1.875633616165768558e+01 -2.049455356389951532e+01 -8.527817673749282790e+00 -6.131220366640931729e+00 -1.868250251529693173e+01 -1.114666317886444347e+01 -5.384970810049942713e+00 -6.736803963730949363e+00 -1.519621265485685058e+01 -2.255902739716108840e+01 -1.088859279820039205e+01 -1.958030978430201685e+00 -1.637935481649749647e+01 -1.800103137249601559e+01 -1.415918652118037357e+01 -1.227871927955436604e+01 -1.255029436315598446e+01 -2.426688542542954963e+01 -5.553366808897706619e+00 -7.680151302111681844e+00 -2.546670144834477867e+01 -1.169279214759377794e+01 -1.532742969172954872e+01 -7.044651514080221943e+00 -1.252070283430079201e+01 -4.949567724009654057e+00 -1.579655012342914233e+01 -2.480852484792421819e+00 -1.878350680900508962e+01 -1.928519707015109930e+01 -1.133449537773546467e+01 -1.249317447796056513e+01 -9.510167191167823830e+00 -2.718932812936142795e+01 -1.497321859602344318e+01 -9.632058925679586991e+00 -6.299363710909233305e+00 -1.255104907812410886e+01 -1.194096333915770458e+01 -1.219766042503619019e+01 -9.721300349159790244e+00 +1.225147235848874061e+01 +1.705955165981896471e+01 +5.238819752329334278e+00 +1.324552630672822318e+01 +1.328380946716954725e+01 +2.614868106032804462e+01 +1.535761655613748644e+01 +1.425086475543625397e+01 +7.028236555440344091e+00 +1.039234211937794328e+01 +1.063142299461918583e+01 +1.199968868341110806e+01 +9.997461030269832349e+00 +1.956790666657303746e+01 +1.206680568563984934e+01 +1.263348739811165444e+01 +1.333376919532788918e+01 +1.387035507929408595e+01 +9.203489060531211408e+00 +1.077934321758725389e+01 +4.527569502141233215e+00 +4.623615687904077731e+00 +1.721371148968941611e+01 +1.251661336828637161e+01 +5.966305490055077598e+00 +9.887080288730302868e+00 +1.303340621589306636e+01 +7.227360840587465418e+00 +9.004536553135963572e+00 +6.414234665034840077e+00 +5.223252662838902438e+00 +1.239016996782332569e+01 +5.544874090485507168e+00 +1.318821453118300724e+01 +1.070003201744867738e+01 +9.903186264780600823e+00 +7.853798864254684986e+00 +1.840121590945312846e+01 +6.022309332367782986e+00 +1.406657491021381645e+01 +2.263867541694347096e+01 2.190438507652805811e+01 -8.317096896037725173e+00 -9.949565962867623625e+00 -1.226331185208523777e+01 -2.462138498018033772e+01 -9.114016809333634228e+00 -9.233658873206593398e+00 -1.211302055342224548e+01 -1.316537271985178847e+01 -1.552420491823606596e+01 -6.028382901834206109e+00 -1.077809826521067293e+01 -1.295032634362395640e+01 -1.973544044855172785e+01 -1.104549131140583995e+01 -1.433711643184707896e+01 +1.330663666559503611e+01 +7.948361847759940702e+00 +5.116691800909961785e+00 +2.230612692166657496e+01 +9.809763683222797681e+00 +1.182608104594004317e+01 +2.152055569020573955e+01 +1.055813447527010851e+01 +3.006607551799035605e+01 +2.118690365909637308e+01 +9.127861465472705049e+00 +6.994560742530296693e+00 +5.486073069836393756e+00 +2.118440947205573366e+01 +1.673446093721489092e+01 +5.705847367494953915e+00 +1.131602341411230839e+00 +1.415535859465359181e+01 +1.105303681752960188e+01 +1.712642272570961666e+01 +1.438939582200268319e+01 +1.079716632387500397e+01 +8.997918055866577447e+00 +8.742632658635258736e+00 +1.377177705856735201e+01 +6.698120494288602345e+00 +7.098013540562327250e+00 +1.304609143118072723e+01 +5.954196608022598980e+00 +2.463310742669455067e+01 +1.754689329191353409e+01 +7.157511048249375563e+00 +1.354965995904461806e+01 +4.983975949901576996e+00 +1.299154644508189449e+01 +8.037339597545425818e+00 +8.381508101232739705e+00 +8.707570945510084925e+00 +1.422088023513209976e+01 +5.728790029277959661e+00 +8.645293087574344781e+00 +3.387161874638887582e+01 +1.022054374363122520e+01 +1.535761655613748644e+01 +1.730877896374167335e+01 +6.670190661501301577e+00 +1.014917838275574979e+01 +1.615664043000009542e+01 +2.659248428493027916e+01 +9.087291651331568687e+00 +1.116931267332644495e+01 +6.595584024946958834e+00 +1.654705275272962695e+01 +1.201089424616557721e+01 +2.112521620298743130e+01 +1.690560223108678883e+01 +1.643639873511868643e+01 +1.391465990719613899e+01 +9.130063860424542099e+00 +1.230549853734702026e+01 +2.771960666490682001e+01 +1.059886906490550018e+01 1.522380068403451503e+01 -1.303385794005144760e+01 -1.123605902309688531e+01 -1.353892641531625429e+01 -1.963453617565494369e+01 -1.192419022871663969e+01 -6.417916825467287367e+00 -1.456347568213875832e+01 -3.650195184606403132e+00 -5.998070266793078531e+00 -3.052204096738149985e+01 -1.289992896090241459e+01 -1.425150553671328169e+01 -1.619769824214949949e+01 -1.469944615067865357e+01 -7.733248648901735578e+00 -5.498644065324441499e+00 -1.105790938693715475e+01 -1.198352756460602109e+01 -9.787030385455480541e+00 -1.246536109808836557e+01 -1.460362600780186426e+01 -1.109149295431157611e+01 -6.718834055646240699e+00 -1.052253329471450627e+01 -2.923061245546250575e+00 -7.482315132669313584e+00 -1.109716400499270605e+01 -1.811821202799607988e+01 -9.212091814511509824e+00 -4.581616249600841684e+00 -8.951742044201139947e+00 -1.070568772902559829e+01 -2.001821667217848244e+01 -7.878032622767307203e+00 -1.145246318348792158e+01 -6.920350808553862976e+00 +1.463964097458524805e+01 1.850560931204591952e+01 -9.834725047090572048e+00 -1.768225642354052241e+01 -5.990446428054980288e+00 -2.076163874226097050e+01 -1.400325545533966931e+01 -5.701864067379958101e+00 -8.570898701702304834e+00 -1.135867456457027913e+01 -1.080191526087550358e+01 -1.800325525494572787e+01 -1.530713891335688004e+01 -2.190438507652805811e+01 -1.830965761992904106e+01 -1.517636117212140334e+01 -1.927444372016104523e+01 -8.542189562872536612e+00 -8.232449983576714203e+00 -1.438970877134043747e+01 -1.313407540488302061e+01 -1.558729463836580464e+01 -4.006465163331213830e+00 -1.315600405149085361e+01 -6.344956603403346662e+00 -1.096878471608965810e+01 -1.461541410292043963e+01 -1.083981079291035599e+01 -1.714480425712338274e+01 -1.075081228399079691e+01 -1.113759939181220204e+01 -5.481346105437893357e+00 -8.281502934068001309e+00 -1.895637257276416676e+01 -1.342654637784838201e+01 -1.182116013824830247e+01 -1.793771395246619704e+01 -1.070003201744867738e+01 -1.131943911636054168e+01 -1.122534160444408258e+01 -1.179049763732925271e+01 -1.159950683917386982e+01 -1.378042463062253375e+01 -1.201857051618043215e+01 -1.054548794095991582e+01 -2.866955799324884424e+00 -1.414144844952561186e+01 -1.689185635763375615e+01 -2.551746746550155365e+01 -1.269247720944835578e+01 -3.502020656974870860e+00 -6.740569224783484970e+00 -1.620960711345711047e+01 -9.704183589895478690e+00 -3.085869181052061094e+00 -2.190438507652805811e+01 -1.102558816152706811e+01 -1.181432823438198909e+01 -1.666400302871728911e+01 -1.047959437507171288e+01 -1.291299286301273241e+01 -1.360244069621074914e+01 -7.867328280655954131e+00 -2.367166991895885531e+01 -1.171749729405659934e+01 -6.432670481626800552e+00 -1.283263069514320875e+01 -1.122102594293266975e+01 -8.365326918375899368e+00 -1.487354548504869456e+01 -2.190438507652805811e+01 -1.035574496367782160e+01 -9.011882353000842727e+00 -6.651334389859528073e+00 -1.190062044805240760e+01 -6.077239196166061674e+00 -1.222770718199183193e+01 -1.182116013824830247e+01 -1.624484535402899610e+01 -1.114904650022641874e+01 -8.235146171039417595e+00 -1.470985492467629285e+01 -2.266693264163185972e+01 -1.500663234776946808e+01 -6.218810025424772903e+00 -1.062589978106467470e+01 -1.080618399471249802e+01 -9.858189390548957931e+00 -6.250374399419570182e+00 -1.179595850410852620e+01 -7.932514757468581479e+00 -2.945322906087938009e+00 -1.157999912505567863e+01 -9.785060655500330995e+00 -1.611008988867099845e+01 -1.147604970670141711e+01 -9.147218158630224139e+00 -1.433711643184707896e+01 -8.330272482874789830e+00 -1.648169259470559211e+01 -1.748106261728891297e+01 -7.874073116900206060e+00 -1.018375771232889804e+01 -1.647180255708033769e+01 -5.168467756189855322e+00 -6.645235535598899901e+00 -9.665066043678564256e+00 -9.017374499711664271e+00 -1.906113937502503575e+01 -1.352177975194595660e+01 -8.697380530792543141e+00 -1.377634349982643869e+01 -1.301897640445177728e+01 -1.402208541460197466e+01 -1.129713831419168457e+01 +1.472159080337411297e+01 +1.622431876707079823e+01 +2.234238397581049185e+01 +1.085593607250869752e+01 +9.313609051488427326e+00 +1.183030430310004988e+01 +1.353603169863023936e+01 +1.198055257104415716e+01 +2.125676194435813215e+01 +3.553810619733303611e+01 +1.357888160406358224e+01 +3.405735095653784583e+01 +7.039082156803843304e+00 +5.864694715417954285e+00 +2.032238777853979173e+01 +3.843211881431862764e+00 +6.547598827418141809e+00 +1.230161892153931547e+01 +1.040173643414458127e+01 +1.293773393942416305e+01 +1.664090197106351354e+01 +2.759173907921152136e+00 +1.183507350038544814e+01 +1.284217030610530230e+01 +1.530919651005115156e+01 +7.473353652355726240e+00 +6.425508729067985314e+00 +1.057530682824891244e+01 +1.563216008371058763e+01 +3.387161874638887582e+01 +1.756725905779011043e+01 +1.586427045674449232e+01 +2.366836769799377294e+00 +1.588506279142163180e+01 +9.918897533154833468e+00 +1.648289705619087897e+01 +1.063788667024709866e+01 +3.654407304660992395e+00 +1.882471199670415274e+01 +1.052063499495294252e+01 +1.927385577556887597e+01 +6.222570918633067549e+00 +8.858092954622193815e+00 +8.793201364890435912e+00 +1.330731066849078559e+01 +1.828789195922466604e+01 +9.015862020957385425e+00 +3.819823192359407926e+00 +1.170568129203333285e+01 +8.834805254670243357e+00 +5.383198714963270959e+00 1.893814497764161331e+01 -9.559557498541096265e+00 -6.775050963306867402e+00 -6.394283057715966834e+00 -5.957305259246126639e+00 -7.563447606838039405e+00 -2.413869350126043400e+01 -7.272162005188022249e+00 -1.068050768615039203e+01 -1.068921243917036179e+01 -7.336611887656459885e+00 -9.091039441885385486e+00 -1.392212118446747127e+01 -4.814604790112682053e+00 -1.072161077367616144e+01 -2.194226411598310733e+01 -1.387061890448518398e+01 -1.558423264269201525e+01 -1.441210574539881861e+01 -1.433711643184707896e+01 -1.611191510076068312e+01 -1.563990879236213516e+01 -1.676029215773559145e+01 -1.599607975793676928e+01 -1.841578632414473304e+01 -1.696105529385310717e+01 -1.619324064168739596e+01 -8.397157102589147826e+00 -9.485823158868029736e+00 -2.605588822166586738e+01 -1.095669547646298270e+01 -1.451442510775935091e+01 -1.407613771837064576e+01 -1.172666610877514870e+01 -1.051548597707908073e+01 -2.747327533681172440e+01 -1.470064924512816162e+01 -1.179272483629991086e+01 -1.048270516495479399e+01 -9.606736451433988577e+00 -6.240388580710643396e+00 -4.770818839778456777e+00 -1.363532209390702121e+01 -5.239616113021270394e+00 -2.615633325039411261e+00 -1.462941346700516476e+01 -1.606013666734195056e+01 -9.695692829692987402e+00 -1.060623778338266732e+01 -8.427124798994384491e+00 -1.706897604791207357e+01 -1.731121787900329423e+01 -1.162682413506811940e+01 -9.916673996009535585e+00 -7.595399203285296608e+00 -6.820414142270593061e+00 -1.078849961433066085e+01 -2.054721198918240077e+01 -2.698938472204943650e+00 -1.830091317777937832e+01 -1.881720961709469009e+01 -5.085170860971643947e+00 -9.499865826727287299e+00 -1.617689931139067028e+01 -2.031017526945508678e+01 -1.032411047307381580e+01 -1.307675445303222261e+01 -1.315113946811837309e+01 -1.128202740828967876e+01 -1.842860953772792243e+01 -5.998070266793078531e+00 -3.485405645610319425e+01 -1.727807289075202846e+01 -9.211415943117813754e+00 -9.007708060772344538e+00 -1.156062189461864875e+01 -1.237182333864301143e+01 -2.190762713003790907e+01 -8.219239949267816314e+00 -1.086204775852502280e+01 -1.485659692085914685e+01 -1.159252205852180850e+01 -1.082035354300319341e+01 -1.698859315045187657e+01 -1.018370064435190159e+01 -4.763693306683649098e+00 -1.506873550041093779e+01 -1.007805617127270637e+01 -6.361531949336963976e+00 -1.498376406314478970e+01 -8.472749706728009755e+00 -1.330328078922048007e+01 -1.352938316250023831e+01 -7.027965604158339374e+00 -8.598597975259508530e+00 -5.701864067379958101e+00 -1.850560931204591952e+01 -5.587190591142118024e+00 -1.602193636888902972e+01 -6.834363362234412875e+00 -1.164795334361123480e+01 +7.478893826402213563e+00 +1.275470029321557774e+01 +2.025081993681030212e+01 +1.126475100119144201e+01 +6.338920347986288562e+00 +1.042039720571614225e+01 +1.313215940320802133e+01 +1.119091100753435342e+01 +1.854452100992062924e+01 +6.485763172540714550e+00 +1.069911141319070680e+01 +1.322675690273420912e+01 +1.239048490211052922e+01 +4.433260179276402368e+00 +1.023248295518726536e+01 +9.107746466902383986e+00 +2.365757951345216270e+01 +7.178458761884172645e+00 +1.374755261308037291e+01 +1.359467475832083494e+01 +8.512207903685848009e+00 +1.305290982590057070e+01 +2.249300696494474039e+01 +7.448421042973336625e+00 +3.292892107430961346e+01 +7.017576614138249624e+00 +1.308235200927998676e+01 +1.004502264218928076e+01 +9.512771456010014504e+00 +8.274593085701937412e+00 +8.389461329693304492e+00 +1.478123436198703189e+01 +1.729567362471057379e+01 +4.669424215984193438e+00 +2.152055569020573955e+01 +1.254720095703446248e+01 +1.621268606747919705e+01 +1.221677409579787366e+01 +1.592869264995033518e+01 +2.430091957207672237e+01 +4.324683507126920290e+00 +1.146103795580030749e+01 +1.522380068403451503e+01 +1.296133328633457893e+01 +1.172852386462625418e+01 +1.061274688581659120e+01 +2.875040889546767175e+00 +5.496063169342562560e+00 +1.071204844687500213e+01 +1.016303235534081750e+01 +1.490686162593243580e+01 +7.115543677684016188e+00 +1.327383729261482870e+01 +6.995991521927493295e+00 +1.958728483925735020e+01 +1.351581153212994479e+01 +1.174886784421697428e+01 +1.458763195812603897e+01 +1.531256689012641914e+01 +8.766236321553847688e+00 +1.102424368551572798e+01 +1.368543337427253448e+01 +7.321241976406966501e+00 +1.093689008039561372e+01 +1.181393764429604687e+01 +1.472552498494573570e+01 +1.309951767558806068e+01 +5.320773845268902846e+00 +1.304961825790090302e+01 +6.708377569667391072e+00 +1.330731066849078559e+01 +7.277663576614031626e+00 +2.353515959167353344e+00 +1.585612529565291595e+01 +2.326460764747469057e+01 +1.031163649607260879e+01 +2.947575915838342553e+00 +1.659239214230821347e+01 +1.546756144531440214e+01 +1.978420459841849777e+01 +1.575630495358576866e+01 +1.666192297965167768e+01 +1.031163649607260879e+01 +2.084035003445961820e+00 +1.833723505781689767e+01 +4.809552084526188764e+00 +4.086566193224342669e+00 +1.480625285587430540e+01 +5.459353466936505583e+00 +7.183491832375082708e+00 +1.140142064111320508e+01 +9.383121384816433874e+00 +1.392342545998717185e+01 +1.478199856302219928e+01 +1.643637155853673448e+01 +8.969105578443361537e+00 +8.260330356100766380e+00 +7.878032622767307203e+00 +1.203283330205582047e+01 +1.425332991549808526e+01 +1.628376071133268965e+01 +2.044685158984263751e+01 +9.747713661760244008e+00 +1.802731175840851563e+01 +1.352424869169546184e+01 +1.234434207326305000e+01 +6.113308261109011710e+00 +2.226523104351318239e+01 +1.726937521363646511e+01 +1.725777804516177127e+01 +1.774359225119097516e+01 +1.358905503964604122e+01 +6.522949662266043447e+00 +1.012903558525090375e+01 +1.383473049953575185e+01 +1.153639006778111309e+01 +8.408824133605307338e+00 +7.636743533089642710e+00 +1.191239932456124961e+01 +9.479873551785601649e+00 +1.220277420639359889e+01 +1.182728597958698913e+01 +9.853402229789224975e+00 +1.420087190667950949e+01 +8.272251666865614084e+00 +1.478927675843875988e+01 +1.739838337763761444e+01 +1.946695549313574247e+01 +3.528316518549203806e+00 +8.849650030823667635e+00 +1.704203772205404732e+01 +5.800287224551723853e+00 +2.603541866131216409e+01 +1.523060449343768141e+01 +1.315793507185566114e+01 +1.243733881309647415e+01 +1.193313240017143073e+01 +7.625635555370294583e+00 +2.090816396362608032e+01 +1.563188370994838294e+01 +1.538839799263031693e+01 +1.437415327909896234e+01 +1.087202970078035946e+01 +6.121950809249838699e+00 2.015515779484904613e+01 -3.000485185194023074e+00 -4.205387500924253175e+00 -1.195506808321800918e+01 -3.387161874638887582e+01 +9.061871442798917542e+00 +2.301596063951464544e+00 +1.392980201687657882e+01 +3.018564231574131895e+00 +1.210211796979193366e+01 +1.748106261728891297e+01 +7.934189841727160797e+00 +1.004798065822743069e+01 3.387161874638887582e+01 -1.137446184822134398e+01 2.031017526945508678e+01 -2.152055569020573955e+01 -1.338064629589732135e+01 -7.968531944850795412e+00 -1.523919839961931189e+01 -1.297196464895260704e+01 -1.140142064111320508e+01 -9.808738644373065085e+00 -1.179272483629991086e+01 -6.405121040292684143e+00 -1.035807546679988889e+01 -5.192329432812329060e+00 -5.126638401874529904e+00 -1.592869264995033518e+01 -1.175271187601235567e+01 -1.177004870114262758e+01 -8.198217694029708014e+00 -1.143329230809787589e+01 -8.040604341482435302e+00 -9.648094982141756759e+00 -1.664226888642704694e+01 -1.602489541100173653e+01 -1.466430945639739036e+01 -1.323622004347407710e+01 -1.275915765021649406e+01 -9.595492838347794873e+00 -5.627644284945773734e+00 -1.754003549125243921e+01 -1.139056125168849576e+01 -1.107706768630664840e+01 -2.264375513345511592e+01 -7.128934193597402214e+00 -1.871291989958642432e+01 -1.487695552956240874e+01 -5.322699211112521311e+00 -5.628792303220023996e+00 -1.245120683656006122e+01 -1.069741396439584946e+01 -2.152055569020573955e+01 -1.618775107468020735e+01 -1.312149035431143318e+01 -5.491636065245472764e+00 -1.541449524969938523e+01 -9.544934825976312709e+00 -8.819433454658337723e+00 -1.369598909957750266e+01 -8.490639194699397763e+00 -8.455250016334275642e+00 -1.264515089184941132e+01 -1.777570632765342395e+01 -3.687482100357300396e+00 -8.984175570705644986e+00 -1.192580469289620737e+01 -1.177817250506573998e+01 -6.422755108379789135e+00 -1.512452466424859665e+01 -1.361432041608287591e+01 -2.008338887225376368e+01 -1.283093081995539819e+01 -2.521005640298059802e+01 -1.390396600408914196e+01 +1.314523653597979092e+01 +1.432553069357921061e+01 +9.379812850869328145e+00 +9.175781899900343319e+00 +7.726505839029442768e+00 +5.008736896290457707e+00 +1.225013840882108695e+01 +1.090930024392899611e+01 +1.162232240312877707e+01 +9.447485792817559513e+00 +6.117926409342587135e+00 +1.129479220820603302e+01 +1.136015690195324623e+01 +1.089602210880721600e+01 +5.984901558163656432e+00 +1.679383112898717911e+01 +3.372217148110465246e+00 +8.218985386528729009e+00 +1.387305517543192934e+01 +1.189759315833917697e+01 +1.296935528657373027e+01 +1.522380068403451503e+01 +1.104630447458548304e+01 +3.057457970426527538e+01 +2.031017526945508678e+01 +1.825869708270907665e+01 +1.248760223384138612e+01 +4.645793634573649911e+00 +1.461897972096618048e+01 +8.083846608994164740e+00 +1.428988438704162434e+01 +3.654407304660992395e+00 +9.614924842447479136e+00 +1.863500551489318013e+01 +1.142879358114798549e+01 +3.509946156748156909e+00 5.701864067379958101e+00 -1.714070044686634731e+01 -9.970140644770111749e+00 -1.023851258957141397e+01 -1.850560931204591952e+01 -2.251357094513329571e+01 -1.019457035093144270e+01 -8.416316263087708194e+00 -3.877590344153219348e+00 -8.748695114392489813e+00 -1.131584020333436058e+01 -1.527524035251492762e+01 -1.239016996782332569e+01 -1.005418837009044353e+01 -1.172905160328585339e+01 -7.329843681074919459e+00 -1.207866252094322590e+01 -1.336483210454746029e+01 -1.376372077333815014e+01 -1.585150423578230061e+01 -5.220678067398324629e+00 -1.271870131320339681e+01 -6.875086601333407543e+00 -1.037622257549971039e+01 -3.772109282619780402e+00 -1.073048745538802962e+01 -1.504913240096560401e+01 -1.714979452958971251e+01 -1.840238857564791886e+01 -1.690561441402184073e+01 -8.126461506047803596e+00 +1.569943694266248713e+01 +9.425206882791258067e+00 +1.497603210047370226e+01 +1.193965314376592346e+01 +1.619769824214949949e+01 +2.749881628060019523e+01 +6.266758214455151688e+00 +1.251582596034019446e+01 +1.199832973920047152e+01 +6.438664091100335440e+00 +8.295352035238110489e+00 +1.649108995413604362e+01 +8.112292861038596925e+00 +1.421811986710815745e+01 +2.412511978633801846e+01 +9.853134135998914189e+00 +1.322675690273420912e+01 +1.492990260548982917e+01 +9.538275764614425611e+00 +1.111169678004858952e+01 +1.406732577471045431e+01 +1.040199004035410724e+01 +9.732695422349834757e+00 1.522380068403451503e+01 -1.251245396313545655e+01 +1.590420606343222687e+01 +7.870696279204437928e+00 +2.024644089428524296e+01 +2.308033273378080708e+01 +1.016409576853898500e+01 +1.057456831404940090e+01 +2.388055720635560419e+01 +6.529630814715929432e+00 +4.669424215984193438e+00 +2.373018621374211534e+01 +8.127441222945947175e+00 +9.456565348311457342e+00 +1.653617078724307987e+01 +1.227574472084771173e+01 +1.213444464965026270e+01 +7.080433644534778637e+00 +8.143473741435798274e+00 +1.837749922968319538e+01 +8.478428335489738288e+00 +1.206818307689340486e+01 +1.696444048000968507e+01 +9.275005619115688660e+00 +2.055111469526764267e+01 +7.086299510312073835e+00 +7.738318964606449413e+00 +2.045652129045747358e+01 +9.008641269273311991e-01 +1.714703492044105815e+01 +2.017084377320439614e+01 +4.701051546462849728e+00 +1.893040519968208457e+01 +6.893154402772154299e+00 +1.628578350265144081e+01 +1.800989178202449637e+01 +1.344891168826323735e+01 +5.228055035377394688e+00 +2.190438507652805811e+01 +1.427411314756537308e+01 +1.046834396893589769e+01 +1.536677828627549047e+01 +1.691019415709862983e+01 +1.527524035251492762e+01 +1.245944624471803763e+01 +1.308889964482162327e+01 +1.066943221632327266e+01 +9.960807878442906826e+00 +9.284470796710479590e+00 +1.510484071357953439e+01 +1.027923548343068205e+01 +1.804044564427245234e+01 +1.079750585393263407e+01 +1.965812945396427835e+01 +2.001264026346507308e+01 +1.777122298710909831e+01 +7.655256216818557391e+00 +1.009983036059601602e+01 +6.956227906989582266e+00 +8.941257272787652255e+00 1.420874634020724159e+01 -1.755718108213042683e+01 -1.268152094312428346e+01 -7.407626193958009253e+00 -1.684678253260700842e+01 -1.314198096938437743e+01 -1.465712112342887963e+01 -2.000939529407945372e+01 -1.827980400545897055e+01 -1.333866477793387162e+01 -1.831263108687797114e+01 -3.662260075250792113e+00 -9.750206720947076633e+00 -1.611249585780163329e+01 -7.754045984612218945e+00 -1.002451396336995515e+01 -1.100304505376742270e+01 -1.491521656863413625e+01 -1.845844226142349953e+01 -3.041665128948594088e+01 -1.597501459827134340e+01 -1.298511954775322863e+01 -1.012529190095541765e+01 -1.132805084356380121e+01 -7.872276858235252917e+00 -1.199683778921462363e+01 -1.262964849457142691e+01 -9.910012583409383069e+00 -2.387741224319914579e+01 -1.530743421075554522e+01 -1.051172043604526607e+01 -1.197197073006465473e+01 -7.962238040471689260e+00 -1.084284009049510189e+01 -1.472383849325235872e+01 -6.388081419335648548e+00 -8.385409699277971640e+00 -8.939992915794832129e+00 -1.586345907914656550e+01 -1.135420549628901199e+01 -1.181795459670914283e+01 -8.495032570997025800e+00 -7.711366212575100576e+00 -6.644035219063610498e+00 -1.705213164905498502e+01 -3.387161874638887582e+01 -1.392790976410994119e+01 -1.170417294769364958e+01 -9.655756870017029314e+00 -6.172055704348991867e+00 -6.324584700793820957e+00 -3.439584593843406424e+00 -1.216283853712640450e+01 -1.498979170864284072e+01 -2.016914827136125155e+01 -7.437124974314286874e+00 +9.897395131132370238e+00 +5.202569968703329550e+00 +1.279834797154094872e+01 +7.968453075887623527e+00 +1.270757207715196557e+01 +1.575094983851148811e+01 +5.265258214841054496e+00 +5.989632006529916453e+00 +1.825143528082084288e+01 +5.588424677232680438e+00 1.057784355651142505e+01 -1.240343239698162847e+01 -1.360826705480737076e+01 -1.163285605350908725e+01 -1.606224333733945286e+01 -2.743855196611727365e+01 -8.211576064112009021e+00 -3.387161874638887582e+01 -2.944514975222631392e+00 -1.057594798316050344e+01 -1.210218817612059183e+01 -6.479395845301525014e+00 -1.771371115459044177e+01 -8.780716372089628408e+00 +6.683159318539281912e+00 +2.242314175484787597e+01 +1.265616291339964050e+01 +3.723750535479553037e+00 +5.554950818654148748e+00 +8.349507561354499785e+00 +1.406740619910176804e+01 +8.784724586313586769e+00 +1.079213357414367636e+01 +1.190091605418382414e+01 +2.008946517340579874e+01 +8.306322110189270802e+00 +1.562851378586432816e+01 +1.522380068403451503e+01 +1.385131617571236973e+01 +8.836840194825597905e+00 +1.192168963496239087e+01 +4.725867257188077986e+00 +1.270100133072111248e+01 +6.964854390934007711e+00 +2.021671191336267270e+01 +7.662613368892252197e+00 +2.522480869087800670e+01 +8.683025410465447180e+00 +1.419475181583121071e+01 +5.735036869479202437e+00 +1.668468660005549964e+01 +1.738442083825886186e+01 +1.933871440888333382e+01 +2.288905008900279370e+01 +5.848382442671820058e+00 +1.185339566524116606e+01 +7.112964668017497161e+00 +1.150783659646684498e+01 +1.179570022624767489e+01 +1.387171480135229729e+01 +1.009369037705357641e+01 +2.312471460558002434e+01 +1.070003201744867738e+01 +1.683144330646599940e+01 +1.095773752624459974e+01 +1.352243178471690044e+01 +5.975851283051824225e+00 +1.984317214338072688e+01 +1.054744316702445417e+01 +1.426636398082125368e+01 +1.799168400617753605e+01 +1.763551076122668348e+01 +1.898309327694414606e+01 +9.849150165377025701e+00 +9.583850600988270685e+00 +1.200122303311093219e+01 +1.465783591941548991e+01 +7.642294301647993393e+00 +1.034834149295987515e+01 +9.367830867479980839e+00 +1.000308301178249337e+01 +1.243658291715838971e+01 +1.958484133175183217e+01 +1.164613475508619445e+01 +1.664090197106351354e+01 +1.075889750488659047e+01 +1.710487492370370433e+01 +8.176245040094372030e+00 +1.860549909655026113e+01 +1.160954843462043584e+01 +1.702504838375777751e+01 +1.149193089137226309e+01 +1.184534450370691161e+01 +6.797112738074758909e+00 +1.507191027197114863e+01 +2.190438507652805811e+01 +1.465918075532619014e+01 +9.660681503605218268e+00 +1.821612973128470969e+01 +1.973664100470044502e+01 +1.064808121088047699e+01 +9.972836488918389364e+00 +1.206925482413839745e+01 +1.562767440375804995e+01 +1.259228600074126803e+01 +1.634445563256227274e+01 +1.732010811462079403e+01 +1.252163781749530358e+01 +1.294008010520278162e+01 +7.229180026511855317e+00 +1.395963834581606022e+01 +1.199929379449396549e+01 +1.525586728061162489e+01 +1.707272824044528647e+01 +1.089376338287075896e+01 +9.573451170552857548e+00 +1.195506326594812663e+01 +6.040160763426243307e+00 2.190438507652805811e+01 -6.714984019404326432e+00 --1.734709787277211035e-01 -2.851470246927082997e+01 -8.281631820766591545e+00 -7.774915500025102233e+00 -7.445275349041480695e+00 -1.497770066252205368e+01 -5.195750078145493944e+00 -8.527818101911108783e+00 -1.759707750149560468e+01 -1.362181632927334363e+01 -1.069675266859668739e+01 -1.611962315674550439e+01 -1.259818576541132984e+01 -2.656226526637134100e+01 -9.589861748517279239e+00 -1.022636137167206982e+01 -6.490529570989764352e+00 -2.982018781248123673e+01 -1.459045585330558481e+01 -1.555017868713575524e+01 -1.046484712698529052e+01 -1.225431848877771301e+01 -2.251357094513329571e+01 -2.414923341430338155e+00 -8.873288313706765962e+00 -1.382530649473780215e+01 -1.385676266776522425e+01 -5.853487368189064455e+00 -6.821843348748075186e+00 +2.605588822166586738e+01 +4.064952848287560982e+00 +2.586272370837718881e+00 +8.054621496503671096e+00 +1.301407718551588744e+01 +1.303359885025948017e+01 +7.724146775370911655e+00 +7.909016787157014505e+00 +1.328447199972087844e+01 +7.070787461345233282e+00 +1.682624228682644230e+01 +1.141746866392172421e+01 +1.126475100119144201e+01 +7.095112378920745755e+00 +1.035304572455960681e+01 +9.843720506083883492e+00 +9.098721152822577096e+00 +1.390540426697292276e+01 9.949565962867623625e+00 -5.926768211728983715e+00 -1.464519757619940776e+01 -4.602708176415688968e+00 -2.194577516010623697e+01 -1.016283843005642495e+01 -5.345092839707760390e+00 -1.322459445497854347e+01 -7.841309785070649241e-01 -7.258910422866748036e+00 -7.093099958385991499e+00 -2.841438863233243239e+01 -5.368439437803175451e+00 -1.120656778974185386e+01 -1.441498878017027607e+01 -1.028239324568455970e+01 -1.793651363185699665e+01 -6.218810025424772903e+00 -4.566253568172029986e+00 -1.084121145025251565e+01 -1.644604881369200200e+01 -7.052920090648271412e+00 -9.518436664959324389e+00 -1.117586615146372253e+01 -9.907160444688287271e+00 -1.248435697033092140e+01 -1.600842734942284551e+01 -8.646329616639732762e+00 -1.545000128910919557e+01 -7.745184827950055251e+00 -7.287513316472399083e+00 -1.507087744267765572e+01 -3.049887320084593512e+00 -8.722735389903235159e+00 -7.827781391385244092e+00 -8.645458731511553196e+00 -1.906113937502503575e+01 -4.583529846322903722e+00 -5.119941852585597530e+00 -8.272251666865614084e+00 -2.388055720635560419e+01 -1.359341882024196480e+01 -8.171725278881169174e+00 -1.269354408830700720e+01 -2.102927452396120600e+01 -9.948524172459883630e+00 -1.362865224156038835e+01 -9.126617575598828580e+00 -1.088493723120291179e+01 -4.271283765629959817e+00 -8.717932138864341596e+00 -1.224478303993073780e+01 -8.910139964030221904e+00 -6.646651587508074499e+00 -1.250002588829799777e+01 -1.126347319728914442e+01 -8.313475670153209762e+00 -1.207990945336007371e+01 -1.339202160980961764e+01 -1.226005552293621292e+01 -1.443087838036807113e+01 -1.179272483629991086e+01 -2.042115142671920580e+01 -5.966305490055077598e+00 -1.418826236674985353e+01 -1.378272659756591167e+01 -6.819738888540300081e+00 -2.011840797241086420e+01 -1.613320874542502281e+01 -1.043384982274604056e+01 -1.262392646025872978e+01 -1.816347870868507641e+01 -8.977823689960871434e+00 -6.218810025424772903e+00 -3.387161874638887582e+01 -9.352880145078088958e+00 -6.414234665034840077e+00 -1.310167978162373004e+01 -1.965248621369239856e+01 -7.681479141798817523e+00 -8.171725278881169174e+00 -1.382801494597543979e+01 -1.017528381011541683e+01 -1.709430874070547191e+01 -3.881373790758239295e+00 +1.533842294064339740e+01 +9.295597158774270952e+00 +6.388996970787147234e+00 +1.026633652949658426e+01 +7.718263371164823639e+00 +8.106699254359128304e+00 +6.344956603403346662e+00 +1.159365865455865219e+01 +1.508844312542298383e+01 +2.142194429832505875e+01 +1.132805084356380121e+01 +6.945460192125821663e+00 +1.652666310340218558e+01 +1.098954417768770497e+01 +1.208010894638161403e+01 +1.621547573611682935e+01 +8.515292407772534489e+00 +2.358068757984793251e+01 +1.186598443819271154e+01 +1.101646965908325626e+01 +9.878195630281524586e+00 +1.142879358114798549e+01 +1.803323947848654996e+01 3.387161874638887582e+01 -6.690059851640697275e+00 -5.934494462793239222e+00 -2.179623118058518116e+01 -5.757241657510121513e+00 -1.947970799712318524e+01 -7.909783671562436780e+00 -1.109769963712921026e+01 -1.094174814230994741e+01 -1.349070901604186190e+01 -9.070555385052131214e+00 -1.683986327669350658e+01 -1.844607272102497575e+01 -1.075864211826592509e+01 -1.325149728669653371e+01 -9.457896583097522125e+00 -3.273704951284358344e+01 -1.312868151044692411e+01 -1.443917113827951937e+01 -7.108033924484175259e+00 -1.537951169224540138e+01 -2.533198148037669739e+00 -1.231517314585724421e+01 -1.438307056759659019e+01 -8.133923324115670539e-01 -5.821981790966063386e+00 -6.269202781769351418e+00 -1.022337492187490682e+01 -7.344944797341966591e+00 -6.223357353710042617e+00 -1.147797546255171142e+01 -1.880835930277133627e+01 -8.086605945814241636e+00 +1.160846593735203669e+01 +1.293084914239423711e+01 +1.963386320910633742e+01 +1.125513612252757412e+01 +1.158531246011494886e+01 +1.047224935646443100e+01 +4.561332272167788915e+00 +1.510992084337009089e+01 +6.350206032637956355e+00 +1.206679904903049305e+01 +2.174605440998770689e+01 +-2.770325281298369191e-01 +1.490686162593243580e+01 +1.384654887908297383e+01 +7.900828621335875823e-01 +1.138925985161431242e+01 +4.519671156379800436e+00 +7.373804645596194973e+00 +1.099363004323173243e+01 +8.596265159876026019e+00 +1.345166646656157639e+01 +1.167590929055637616e+01 +1.263932422990909288e+01 +2.276853922432607646e+00 +1.194663384682071694e+01 +1.416959098473711265e+01 +8.099240731460383813e+00 +1.396496592832860983e+01 +1.233932935356862970e+01 +1.090006388953804617e+01 +1.209814066075422545e+01 +8.849588602477140853e+00 +9.221599423983164456e+00 +1.258590134083169687e+01 +8.912437476150941507e+00 +7.727731302776405187e+00 +1.276764492471966150e+01 +4.545454007438962662e+00 +5.542455725143128120e+00 +1.564689741938821044e+01 +5.781830134374686736e+00 +9.767216908296560973e+00 +6.076459711727622448e+00 +6.294693452384322541e+00 +5.966305490055077598e+00 +2.042778674802899275e+01 +1.116591647650324148e+01 +6.080435892787292573e+00 +1.133928308352592751e+01 +2.035934284478157963e+01 +7.069444178220855690e+00 +1.675310163942816644e+01 +1.177004870114262758e+01 +1.911616097683420890e+01 +1.451914177588089672e+01 +7.738014987804902489e+00 +1.635301282703952097e+01 +1.522380068403451503e+01 +6.953725474774330451e+00 +1.321750734564183460e+01 1.420715364052473717e+01 -2.507692329663585440e+01 -6.304658942549707490e+00 -1.452975272783741900e+01 -1.217243197406575916e+01 -1.194087908200765469e+01 -1.352938316250023831e+01 -1.380460618964637831e+01 -1.558431543372975625e+01 -7.191482104305592316e+00 +8.881842283812204641e+00 +1.258631213595957377e+01 +1.946360171923956273e+00 +2.039388552521161557e+01 +1.197670768715242673e+01 +6.556843131069456376e+00 +3.654407304660992395e+00 +6.938250131291439970e+00 +1.055435021085287417e+01 +7.783018317997502322e+00 +7.632525782024629279e+00 +8.467708011627991027e+00 +6.371689332183777310e+00 +9.727595913172962128e+00 +2.783945449415513451e+01 1.330731066849078559e+01 -3.374983181994650749e+00 -1.230746945296144190e+01 -1.055052796271958471e+01 -1.826991460905557574e+01 -1.660976810443061424e+01 -2.982018781248123673e+01 -7.033747105485929296e+00 -1.261350642480670103e+01 -2.032085695073430998e+01 -1.316457562666343506e+01 -1.073356948327736404e+01 -1.492832237067283074e+01 -1.019637499784344925e+01 -1.011440182915495711e+01 -9.050719360398673530e+00 -6.612097785363445723e+00 -1.291747137146361979e+01 -1.216444770774559458e+01 -1.866802446997367326e+01 +8.871511772445359156e+00 +8.651440332647510445e+00 +8.326603702353196468e+00 +1.448198117403853757e+01 +1.199179478098895402e+01 +8.606678562138142752e+00 +2.118440947205573366e+01 +1.522201094914680652e+01 +1.177998496863902744e+01 +6.840570981290809982e+00 +1.129273659020205400e+01 +1.108069738629912138e+01 +9.211041794366181534e+00 +8.605576717975438328e+00 +2.884344247777491432e+00 +1.027222732579225806e+01 +1.074171761613042975e+01 +6.113741321238094883e+00 +8.868175457490664826e+00 +7.966673141124005042e+00 +6.592858570313282485e+00 +3.028326354608324777e+00 +1.280711889333234410e+01 +1.176908407613287011e+01 +1.057784355651142505e+01 +2.073648989801502296e+01 +7.125076118089239685e+00 +1.254537844377620104e+01 +1.008860132597206416e+01 +1.070003201744867738e+01 +8.439087033793612136e+00 +1.335106268428519627e+01 +5.406922089179801105e+00 +7.557540443847514666e+00 +1.430514018515583530e+01 +7.821795037439798648e+00 +1.792338886426210820e+01 +1.173408819431151073e+01 +1.136941923006834543e+01 +1.045335524887033785e+01 +1.367222814688268784e+01 +1.474112812049278887e+01 +1.025087131431082810e+01 1.706897604791207357e+01 -1.691939949467948168e+01 -1.291747137146361979e+01 -3.241092852348486986e+00 -9.787280724469525239e+00 -1.858861680442655029e+01 -2.037771202108505975e+01 -1.001287375591388695e+01 -1.564986414418767424e+01 -7.047177254279091585e+00 -1.168637420970728158e+01 -4.441448933279303901e+00 -1.211788195630826692e+01 -9.045998510818947125e+00 -1.093007592271830219e+01 -6.256098517332290498e+00 -9.634025908703378605e+00 -8.768460694385282750e+00 -9.093138975674591507e+00 +1.430528267645419760e+01 +5.767981665577011086e+00 +2.148702652354165821e+01 +1.073534223040149982e+01 +6.804601652026519787e+00 +8.252750588816255117e+00 +1.042646369010594753e+01 +1.982698040636206827e+01 +2.603541866131216409e+01 +2.466544400935259773e+01 +1.559564709412390471e+01 +2.181396526289007909e+01 +7.609924165417680797e+00 +1.566938775225197844e+01 +7.791418998530986073e+00 +1.968477548512910857e+01 +1.817113768628139781e+01 +9.971381470426052829e+00 +1.317490066484432987e+01 +1.076346937295933515e+01 +2.933588190177887611e+01 +1.164467637852456505e+01 +1.337922360689853463e+01 +2.142993869752490355e+01 +4.972927682819488382e+00 +1.350571625348855775e+01 +1.754670666005320356e+01 +2.313909611307781233e+01 +1.522205320258886729e+01 +1.259818576541132984e+01 +5.541955908085640203e+00 +1.274081530383647021e+01 3.346458197279090996e+01 -4.375501424613972290e+00 -2.483208239688887886e+01 -9.875943476371872976e+00 -1.435328368226250007e+01 -1.920989387966805850e+00 -1.300271120841932770e+01 -9.478036728525225385e+00 -6.866860326214208499e+00 -1.057324092162862428e+01 -1.189226926792373717e+01 -5.539033544887203675e+00 -1.109258958160160091e+01 -1.133947624114466635e+01 -3.523765453543333592e+00 -6.600590491806840987e+00 -2.305241509880325168e+01 -1.102928278931719319e+01 -1.103471910765337327e+01 -4.270854428141770143e+01 -1.221429739332459974e+01 -6.882493532867343333e+00 -8.419515919475841770e+00 -7.535467502542118723e+00 -1.219632664752099060e+01 -1.666428278992137280e+01 -2.155770687570084476e+01 -6.687597045376662663e+00 -1.293417029032015364e+01 -1.755340862633384802e+01 -1.433711643184707896e+01 -9.738433392950256007e+00 -9.923236917397716184e+00 -1.743168984715714487e+01 -1.062405665519118259e+01 -9.740606203682915520e+00 -1.089742299192985797e+01 -2.737720013400581820e+01 -1.201323019141675275e+01 -1.628367865322459807e+01 -1.827860681877578486e+01 -4.609057353479883545e+00 -2.407498074625095796e+00 -5.777452772928725722e+00 -7.429671738147774818e+00 -7.321566593228965303e+00 -2.743855196611727365e+01 -7.425875514688200951e+00 -1.453434207898922637e+01 -1.826475017404725065e+01 -1.451442510775935091e+01 -2.190438507652805811e+01 -4.155427840230231595e+00 -1.628596884943259226e+01 -2.009188286941726176e+01 -1.663321332203808822e+01 -1.454715889184988953e+00 -8.213100690911588231e+00 -1.645235680155079194e+01 -2.953016499007667051e+01 -4.940336507815246136e+00 -1.266869151409929373e+01 -7.679178019897094032e+00 -1.713965036869302594e+01 -1.868713106994205475e+01 -1.175318122854517355e+01 -9.540754700110383624e+00 -8.872718879281165982e+00 -6.441181066598744565e+00 -1.916721287292139664e+01 -1.837659088167958998e+01 -8.407645631485479498e+00 -1.373789562865172798e+01 -2.190438507652805811e+01 -3.085869181052061094e+00 -7.221645541859885498e+00 -1.278386197308945782e+01 -9.755793412187856006e+00 -1.630938600268034122e+01 -1.934026154679943943e+01 -9.538501745492609984e+00 -1.451442510775935091e+01 -1.669511908346771634e+01 -1.396514204127832670e+01 -7.409716924196729337e+00 -2.282338436326071474e+01 -1.148941646967539043e+01 -1.244073072457658213e+01 -9.568882403370452039e+00 -8.694212796111713715e+00 -1.101646965908325626e+01 -1.018511504523287670e+01 -1.151592633359989293e+01 -2.261499751250141799e+01 -1.031163649607260879e+01 -1.928519707015109930e+01 -1.723575190747250474e+01 -2.049950669219417421e+01 -1.562111305203680445e+01 -1.431867709786315856e+01 -8.202390825742696734e+00 -7.953032710900956204e+00 -9.414067801315965767e+00 -1.407240261784703250e+01 -6.251188261271309443e+00 -1.026120791096842311e+01 -1.097390762125253616e+01 -1.078880173020991151e+01 -5.545276966557011633e+00 -1.135817575130035095e+01 -1.600327068695972343e+01 -7.303330078543126547e+00 -5.748021614715582928e+00 -7.862386937055404701e+00 -2.154616976691890784e+01 -9.468180258908716951e+00 -8.462676556993230292e+00 -4.656265801044625618e+00 -9.524461155644843302e+00 -6.076569129898985011e+00 -9.640710161932034339e+00 -1.547972428639999976e+01 -2.008284783626120884e+01 -6.977381926481101004e+00 -2.244474961105285615e+01 -1.102082123397352120e+01 -1.729567362471057379e+01 -1.589511391659223705e+01 -6.222555654824347471e+00 +1.522380068403451503e+01 +8.180214836772378817e+00 +1.596329348508328394e+01 +6.682529444751310166e+00 +1.493309293310051089e+01 +5.052222184810361227e+00 +1.080239616545465253e+01 +1.765161851304596041e+01 +1.567095250562253739e+01 +1.254772922403164159e+01 +1.950216070628604825e+01 +1.181238837225443206e+01 +5.630397779634236599e+00 +1.679062833453950532e+01 +2.925756384763388951e+00 +1.043251948477715985e+01 +1.850560931204591952e+01 +1.290960218239740698e+01 +8.220401362274202484e+00 +1.661816780032269492e+01 +1.981188122709274069e+01 +8.766292407541229181e+00 +5.701864067379958101e+00 +5.365493022364660192e+00 +8.758938882410973292e+00 +9.292768531096527340e+00 7.332742850983223093e+00 -7.296973183218014469e+00 -2.312471460558002434e+01 -1.201437456444743646e+01 -1.397553759150174812e+01 -4.135324740215864381e+00 -1.730877896374167335e+01 -1.920190237318449533e+01 -1.316032250241177337e+01 -1.368596655020088804e+01 -7.079560677752581910e+00 -1.423766769550459799e+01 -1.571360112358192396e+01 -1.742009102713196000e+01 -8.092263855856032251e+00 -7.267773203180951214e+00 -8.720229992360970073e+00 -1.117209625749298141e+01 -2.229964640050943103e+01 -6.071328262059708436e+00 -6.414234665034840077e+00 -1.855780578186760010e+01 -1.193098003270156937e+01 -9.171984059527559907e+00 -9.408320438901910165e+00 -5.718644508500219104e+00 -1.123376013558876707e+01 -9.868663482801878217e+00 -9.085172276338198571e+00 -5.486073069836393756e+00 -1.964555792577991156e+01 -1.729567362471057379e+01 -4.565423472600443233e+00 -1.745198690174690626e+01 -1.314463759296693013e+01 -1.719971429818058084e+01 -8.592928283390364186e+00 -1.062102535807095194e+01 -3.409509091056818875e+00 -1.157407348863142715e+01 -1.148986325497824623e+01 -1.301407718551588744e+01 -1.620851471566986390e+01 -2.159402506636850205e+01 -5.223790604452972275e+00 -7.679032784994248573e+00 -3.387161874638887582e+01 -1.910086240320799789e+01 -1.888828074221009956e+01 -1.189226926792373717e+01 -1.605087310357720298e+01 -1.310881115188188062e+01 -1.125445214041158692e+01 -1.968752211658774343e+01 -1.618851636033220132e+01 -1.945566572415384599e+01 -5.162298559997054781e+00 -4.324683507126920290e+00 -1.344979300972852343e+01 -1.146445802637117595e+01 -3.650195184606403132e+00 -1.583419609787246429e+01 -1.690560223108678883e+01 -1.810894318303381567e+01 -1.206668324480264687e+01 -7.863679444094330506e+00 -1.227526118435365277e+01 -3.208226265919734033e+00 -1.288146539007769320e+01 -7.370011648041995045e+00 -9.154136558220756115e+00 -4.810885376811043557e+00 -7.366019996365864131e+00 -2.560225384134457727e+01 -6.478208518220895940e+00 -1.017141689866078025e+01 -7.598949306934869696e+00 -9.454570613335775420e+00 -1.373068411100896924e+01 -1.269626713815267749e+01 -1.412840783248228149e+01 -1.032655936976711075e+01 -4.320534064278618303e+00 -5.978402440926103623e+00 -1.228152477015427735e+01 -1.320838576968178302e+01 -2.140306093239908591e+01 -1.540799465087256692e+01 -9.279379720922207753e+00 -7.030225871727452613e+00 -1.096138032652935124e+01 -1.402439399692363509e+01 -5.435878446417603982e+00 -8.208398772040965241e+00 -1.079891015033689428e+01 -1.347558413927374943e+01 -2.429576723904860103e+01 -1.968429406614021104e+01 -1.091368484790618254e+01 -2.084486335680527702e+01 -1.142879358114798549e+01 -1.780877600251903914e+01 -1.191535152408016529e+01 -9.736239150945493748e+00 -6.780572163351664017e+00 -5.093046442271401020e+00 -1.252317670773315683e+01 -1.667142382931686484e+01 -7.771494257659824711e+00 -1.195856098446139981e+01 -6.721930749731043875e+00 -1.616134054760580341e+01 -1.086564937778101125e+01 -1.925301596996989417e+01 -1.377885882168773435e+01 -1.549841393179528382e+01 -1.986483805156917981e+01 -6.372218741734229752e+00 -1.246764227705190820e+01 -1.348483625372111305e+01 -7.528103289490914563e+00 -8.207012025380421960e+00 -1.690560223108678883e+01 -8.097716952299023774e+00 -2.082757420021391681e+01 -1.178856109260723883e+01 -1.190367839958692286e+01 -9.871415927056403916e+00 -1.566350764166006115e+01 -1.642016754993083794e+01 -1.878265799291698102e+01 -2.533198148037669739e+00 -7.459302702738469293e+00 -1.191535152408016529e+01 -1.257622539214048629e+01 -1.146703904902506110e+01 -8.196701721185647216e+00 -4.664252672784172660e+00 -7.755931065953504344e+00 -9.337722840153276138e+00 -1.440870042717193655e+01 -1.926016121024818517e+01 -1.285538999693919493e+01 -1.417275981674531238e+01 -8.671762868495292764e+00 -9.499510863344454492e+00 -1.535761655613748644e+01 -1.938840037150303885e+01 -6.620441823243382373e+00 -9.122598901581213227e+00 -1.479115229437397261e+01 -1.368596655020088804e+01 -1.182748077769863926e+01 -1.050258523642320085e+01 -1.904350960756806899e+01 -1.428582976945763505e+01 -1.582141546213773609e+01 -1.108914331612091075e+01 -1.500796758116462115e+01 -1.285384832120848841e+01 -1.008848211406700557e+01 -8.984402513598041651e+00 -9.993052565550513577e+00 -1.231268104813098319e+01 -6.549541765615373379e+00 -8.700946925844078805e+00 -1.200897458128170570e+01 -1.572689059777809462e+01 -7.872082741893962066e+00 -1.136760861891069396e+01 -8.778542126904540055e+00 -1.035635123371505983e+01 -8.264385542721271349e+00 -1.038428061198773378e+01 -7.859924945512446470e+00 -1.443203969917946949e+01 -1.214099580467180317e+01 -2.050971267566322354e+01 -6.684920081747222298e+00 -1.198777289904018062e+01 -1.287845574566794937e+01 -9.297911543417200164e+00 -5.324767127477173290e+00 -9.140067004744693691e+00 -1.142842554618380291e+01 -5.419467710021990570e+00 -2.090267302892131340e+01 -8.934548208602791419e+00 -1.600382549289888345e+01 -1.204683641770927238e+01 -1.334744918195997343e+01 -5.486073069836393756e+00 -1.166544922644112603e+01 -1.445169576993198746e+01 -9.580418808343992509e+00 -1.134184053721351404e+01 -1.086192711102953012e+01 -1.925283376936549473e+01 -1.331046337296152160e+01 -7.477788854654818351e+00 -8.438884950339328839e+00 -1.416394645371401850e+01 -6.298445508637158241e+00 -1.383772945039136459e+01 -7.464511842119350149e+00 -1.102104853237777604e+01 -5.261186562625347563e+00 -8.017057062288898805e+00 -8.198000984496928822e+00 -1.236895253401124251e+01 -1.088193905697822572e+01 -1.312654131841368610e+01 -1.513091730412716629e+01 -2.006325343847649378e+01 -6.664100223042353832e+00 -6.869169640070978744e+00 -1.377274861846983356e+01 -8.142624385113407470e+00 -4.109687670778789936e+01 -9.827448181989979048e+00 -6.939700048745265804e+00 -1.004054852326963498e+01 -1.114537100101536282e+01 -7.264005147601551471e+00 -1.855118010777870552e+01 -7.357322292284592891e+00 -1.234142628586700141e+01 -1.490132352059617915e+01 -1.849745873819090036e+01 -1.341955904524326115e+01 -8.420017381374961474e+00 -6.008535240188308535e+00 -8.155757605304799540e+00 -5.486073069836393756e+00 -2.716742275562154418e+00 -1.918044297231261908e+01 -9.381850305085862374e+00 -1.307131319880663511e+01 -8.273557087490701178e+00 -3.387161874638887582e+01 -1.057611371223319452e+01 -1.389101175985788927e+01 -1.706897604791207357e+01 -9.672332307061068946e+00 -2.190762713003790907e+01 -1.420087190667950949e+01 -9.740048453990894473e+00 -1.563293213585004082e+01 -8.580663018153202870e+00 -1.595290910259390671e+01 -7.803261184516614435e+00 -1.235007129038822882e+01 -1.542488642634057783e+01 -9.656749121272639513e+00 -1.900071039525128924e+01 -1.208369494157305724e+01 -6.564158835661558555e+00 -6.315010308997344168e+00 -1.420920486661833593e+01 -1.128192646124787757e+01 -1.472159080337411297e+01 -1.017741814832716329e+01 -1.474732700291102105e+01 -9.959724874087157787e+00 -1.764452589373452440e+01 -7.999977027659440409e+00 -1.287829127813708396e+01 -1.257074790853666002e+01 -9.384154497278245799e+00 -1.367559692610352329e+01 -1.112562936727287877e+01 -1.499449849663302814e+01 -1.352424869169546184e+01 -8.691465053254816553e+00 -3.387161874638887582e+01 -1.733258059041938282e+01 -1.438680602110645168e+01 -5.890946188798835692e+00 -7.159361458061141548e+00 -6.909648108490074492e+00 -1.321464995451765390e+01 -3.160070930929133226e+01 -9.569828166572406758e+00 -6.782760834705200637e+00 -2.851470246927082997e+01 -1.690560223108678883e+01 -1.433711643184707896e+01 -9.530558604066854400e+00 -1.361356529366585733e+01 -8.344062916234591398e+00 -8.685277917400512138e+00 -2.409741313852066469e+01 -1.727278643159203853e+01 -2.178412135893267987e+00 -2.177022614213095153e+01 -1.893814497764161331e+01 -1.144892561360866523e+01 -1.004234697869547688e+01 -5.239954677242479875e+00 -1.215098781991783028e+01 -1.978283763570176745e+01 -3.227252539954433530e+01 -1.373909854405300734e+01 -1.943672337198049149e+01 -1.243920624990805379e+01 -1.601777016373713991e+01 -1.011680271092406258e+01 -1.222861061487431300e+01 -1.395539797180569508e+01 -4.292742662941691378e+00 -5.760974088699967410e+00 -2.031017526945508678e+01 -1.157407348863142715e+01 -1.813865981769134805e+01 -3.884371428305811946e+00 -2.679963122248727814e+01 -1.506069509371522486e+01 -1.162567182467775240e+01 -1.527729843144868482e+01 -1.646483023287977687e+01 -1.641619727906287096e+01 -1.447954410629884592e+01 -1.269801632507781619e+01 -8.329180339585334991e+00 -3.387161874638887582e+01 -2.528825679416372907e+01 -1.677955998224594225e+01 -1.537279517279155527e+01 -7.784680206725141716e+00 -1.124517228574723049e+01 -1.225596433031391541e+01 -1.257370676701850698e+01 -1.021262757685306610e+01 -3.184841539831209900e+01 -1.330731066849078559e+01 -1.012789353932130609e+01 -1.652150275303188209e+01 -1.867082364209407785e+01 -9.483310967136915792e+00 -1.229515277868226519e+01 -3.835700874000401939e+00 -8.211576064112009021e+00 -1.553289026829649799e+01 -2.821487565849852786e+01 -1.282175541237572247e+01 -1.326070168791939352e+01 -6.319413925237682861e+00 1.157407348863142715e+01 -1.067635131552344774e+01 -6.251188261271309443e+00 -3.624042445178844218e+00 -1.461646125478114300e+01 -8.274593085701937412e+00 -7.165659811175316918e+00 -1.057784355651142505e+01 -1.812479753195255938e+01 -6.072631585583579295e+00 -1.249068932229531015e+01 -1.144968096136351221e+01 -1.388368524614514854e+01 -8.785117026426561893e+00 -2.051206513577700719e+01 -6.414234665034840077e+00 -6.306906463537274021e+00 -7.783541461585585353e+00 -1.442459179790022006e+01 -1.074036106451906392e+01 -8.365326918375899368e+00 -1.490436187520010947e+01 -3.609669269275300962e+00 -6.098258556282104337e+00 -6.127722520014302177e+00 -1.425603232703788592e+01 -2.773044648507004695e+01 -1.878350680900508962e+01 -1.219620974906051458e+01 -1.008098428213854447e+01 -6.924495762511185148e+00 -1.356285399140126913e+01 -6.937233293182771376e+00 -1.659969395661519798e+01 -5.383895257309802673e+00 -1.752863649920429623e+01 -6.365194836973742554e+00 -1.434882839682487088e+01 +1.409572737289701649e+01 +1.663643211213631901e+01 +9.085172276338198571e+00 +1.453697204329064618e+01 +1.517680661608198989e+01 1.522380068403451503e+01 -1.088094002067934696e+01 -1.076453984227943295e+01 -8.274593085701937412e+00 -7.477352245102366624e+00 -1.522749661418851019e+01 -1.558646925996451671e+01 -1.433711643184707896e+01 -1.311027217144680890e+01 -1.217001603894485129e+01 -1.404539166180312293e+01 -7.018891123834848145e+00 -1.057318674634657896e+01 -1.214842596351194004e+01 -1.420715364052473717e+01 -1.229929881923904134e+01 -2.158741006900449122e+01 -2.212899058640427086e+01 -1.097197989316001099e+01 -8.274593085701937412e+00 -7.136613814849098958e+00 -1.709055823533523721e+01 -1.585150423578230061e+01 -6.427077911621736916e+00 -1.882837129574598123e+01 -1.854766984267517671e+01 -1.225814063565916001e+01 -5.008736896290457707e+00 -1.130047011109297728e+01 -5.370442602439268853e+00 -1.678115543527215436e+01 -1.191921906788604701e+01 -1.866423361497214728e+01 -1.220329111439232861e+01 -2.642551586194642255e+00 -1.447582867201488455e+01 -1.148644140583064654e+01 -2.488576345565608960e+01 -1.373320336579570267e+01 -1.460625539119280347e+01 -5.486073069836393756e+00 -5.096479373140496705e+00 -1.065682044213335189e+01 -1.504913240096560401e+01 -1.178683735641287456e+01 -1.200122303311093219e+01 -1.438349569798016603e+01 -1.831263108687797114e+01 -1.574453485324919200e+01 -8.072646035542504706e+00 -2.012047603171990318e+01 -1.066991349078891460e+01 -1.371851300777572646e+01 -2.389841689711346362e+00 -1.786896730493668883e+01 -1.180438856346987109e+01 -1.926911954325639442e+01 -6.694914505214725864e+00 -9.084994418145456052e+00 -1.056793213045050095e+01 -6.893811506889392149e+00 -3.982124001271728275e+00 -1.704880736838521216e+01 -1.443028964792287638e+01 +1.287173912439425294e+01 +6.749460952829039684e+00 +1.160234250806770717e+01 +7.253168923003016744e+00 +1.644739830977927397e+01 +1.506846206781378328e+01 +1.086204775852502280e+01 +1.230243409096007667e+01 +2.661625151372845721e+00 +5.584830966698135057e+00 +1.424232348300805029e+01 +1.089024323881405110e+01 +1.567518105350994517e+01 +1.181370648617198071e+01 +1.409537664478274621e+01 +1.817030267437660029e+01 +1.292961631702777936e+01 +3.585363056051122044e+00 +1.566348277576891235e+01 +1.045790863553300198e+01 +1.126025288593640994e+01 +1.196951403526287550e+01 +1.553990268336951885e+01 +1.985220630686436039e+01 +2.246703366847404482e+01 +8.321308145050480221e+00 5.403249069255551262e+00 -6.402505372706514208e+00 -1.792772644085202671e+01 -1.489791814788063107e+01 -1.167477695123807280e+01 -2.739459633752616696e+00 -1.704586521485911987e+01 -6.937397869484016155e+00 -1.804848379269087388e+01 -2.351344678714626468e+01 -3.307889970047497741e+00 -1.112007236399836074e+01 -1.032670875251491793e+01 -1.253222675039100409e+01 -1.438662175120708753e+01 -1.257106893934764003e+01 -9.504962167727150302e+00 -1.119665027900641974e+01 -1.304609143118072723e+01 -1.360654623739438307e+01 -1.027477842712474398e+01 -1.345630659890956338e+01 -6.851342836075204445e+00 -1.147184254377053492e+01 -1.049737526985347813e+01 -5.486073069836393756e+00 -1.218987798353477103e+01 -4.963226878237080086e+00 -1.422860862378817615e+01 -1.455021261282659850e+01 -1.345133645406579603e+01 -9.962628828885570442e+00 -2.287838086624920209e+01 -2.014702727896252554e+01 -5.701864067379958101e+00 -9.939750169099809796e+00 -1.137829582024779995e+01 -1.201327882719179740e+01 -7.541323422394484055e+00 -7.954180588156276599e+00 -2.084486335680527702e+01 -1.045888335769289768e+01 -9.011595718028559077e+00 -2.201915603011428857e+01 -1.225566950884957862e+01 -3.654407304660992395e+00 -1.545012900861880212e+01 -3.346458197279090996e+01 -1.854779895614061047e+01 -5.232742415147257020e+00 -1.684237317454243055e+01 -2.718919149704284166e+00 -6.456509284718165986e+00 -9.002452208488406882e+00 -1.114931426848671947e+01 -1.101646965908325626e+01 -2.190438507652805811e+01 -1.229929881923904134e+01 -1.053098938135534013e+01 -2.222551026968002930e+01 -1.579388230760356748e+01 -8.898113982074164596e+00 -1.560570700417083856e+01 -1.531280302080139677e+01 -1.333827388012905146e+01 -1.747567436859480949e+01 -3.743573835218597878e+00 -1.661610570486921290e+01 -1.611172908789447433e+01 -8.245380126926775688e+00 -1.284759004208198974e+01 -1.398306239026375408e+01 -1.283641151416988180e+01 -9.075313773008446105e+00 -1.146579089288377418e+01 -1.918978580127250666e+01 -7.965381691512504858e+00 -5.384970810049942713e+00 -9.554125305592805262e+00 -1.340779434420052496e+01 -1.934155695982926204e+01 -1.457804978595548562e+01 -6.654980038310569057e+00 -1.690729763391532003e+01 -1.251830773428271470e+01 -1.138704008162989112e+01 -8.692059529747822921e+00 -9.361436127880978120e+00 -1.239215671552986464e+01 -4.101464740305218015e+00 -9.549427968781927234e+00 -1.125400089251553482e+01 -1.376764774547211800e+01 -1.136946751177721637e+01 -1.113853808880112695e+01 -9.116231329259335325e+00 -9.328341197246359684e+00 -8.040406272666800191e+00 -8.391873694169404985e+00 -1.529860625380706551e+01 -8.168403669341245177e+00 -2.054903703173771135e+01 -1.857710054917315290e+01 -1.850560931204591952e+01 -6.924491770373506938e+00 -1.246456391719753753e+01 -5.841292373884400035e+00 -1.251354804280769883e+01 -3.467770103703585960e+00 -8.744394452405501283e+00 -1.433695669190643684e+01 -6.095029512323151266e+00 -1.615665836624643248e+01 -1.590463214225158595e+01 -1.160923718668307458e+01 -1.178273379485204941e+01 -1.956201523703036571e+01 +7.987118800926737094e+00 +1.561860526868936461e+01 +2.388055720635560419e+01 +1.461138040835061247e+01 +6.966189699983502237e+00 +8.667023437838736299e+00 +2.605588822166586738e+01 +1.557835711092029385e+01 +1.738749991269065731e+01 +1.628778922512699978e+01 +1.255610653611074667e+01 +5.821236481259575157e+00 +3.881373790758239295e+00 +1.207990945336007371e+01 +1.237567665031866682e+01 +1.195435016235701653e+01 +4.101434774531099947e+00 1.645594113395573288e+01 -5.483973385838240233e+00 -8.216949172986701910e+00 -1.895778456642636911e+01 -1.952009848451632479e+01 -2.042115142671920580e+01 -1.002897007934092244e+01 -1.770410709674514749e+01 -9.443486025787478866e+00 -3.104644279516942618e+01 -1.775886109451840866e+01 -1.697061730389967238e+01 -1.180643245048449330e+01 -1.116033421679905757e+01 -3.346999779491270033e+00 -9.329779710435573747e+00 -2.360247962450391412e+01 -5.836272878399427100e+00 -5.398180661872629571e+00 -3.485405645610319425e+01 -1.330731066849078559e+01 -1.262435739471190743e+01 -1.486101539457300191e+01 -1.366810637041038490e+01 -1.168886245054031292e+01 -5.167281929797184148e+00 -8.385745427089958071e+00 -2.047904032120570150e+01 -9.507906386166695256e+00 -8.612189237329971547e+00 -2.404003747904633315e+01 -5.105638270641165377e+00 -2.997245339370614658e+01 -1.724727100145641145e+01 -1.484491310675734610e+01 -2.145832660345510590e+01 -4.740503519929973208e+00 -2.023533278162587123e+01 -1.129915590000561565e+01 -6.854818004095477590e+00 -2.908802859284755016e+00 -1.687755393362306222e+01 --1.734709787277211035e-01 -3.686678201313270620e+00 -9.930992966545588274e+00 -1.169317468021718298e+01 -6.512044986706882810e+00 -1.620301692475189270e+01 -6.175943454191880733e+00 -1.010284951080981841e+01 -7.196013320146164460e+00 -9.241865312683657407e+00 -1.363225797788653892e+01 -5.820193088517640945e+00 -1.335680205440556279e+01 -1.811240402458568610e+01 -1.522944253641419721e+01 -7.542709728392068769e+00 -9.256145689698001888e+00 -1.038362350443554760e+01 -7.913331191994871006e+00 -5.711629922982552898e+00 -7.822860387433905771e+00 -1.420715364052473717e+01 -4.334768212583114178e+00 -1.358771224888906204e+01 -1.600822640498006422e+01 -1.270435944736679801e+01 -1.666400302871728911e+01 -9.839390075325610496e+00 -8.768639709195454657e+00 -1.068917974081351474e+01 -4.162534855014257573e+00 -1.369928987493386785e+01 -7.805306185808561281e+00 -8.986682457508038624e+00 -8.049789734383480777e+00 -1.124962756753208737e+01 -1.421917601446391188e+01 -1.358681698841043328e+01 -1.786049728990926155e+01 -4.743552754285857986e+00 -6.863203701720678396e+00 -1.424746081521655583e+01 -5.345709417680694742e+00 -7.377830829222318698e+00 -6.246637039783905720e+00 -1.738024162004364825e+00 -1.116770375546425953e+01 -3.920938816896935464e+00 -1.774886216848329923e+01 -1.157407348863142715e+01 -8.697380530792543141e+00 -9.270066559729073674e+00 -8.152572835479432456e+00 --7.920571101454072505e-01 -5.399051626131452508e+00 -1.323121369516213974e+01 -4.365882163347791334e+00 -2.914279279408077628e+00 -1.450118061208854670e+01 -1.716501885485972423e+01 -1.055693997614301338e+01 -1.479856971158011447e+01 -2.170087285494869889e+01 -1.544356671680696991e+01 -1.103706661631859731e+01 -5.065834123938586231e+00 -8.935765817654157672e+00 -1.219400489504218399e+01 -1.817629998687905868e+01 -6.194419427374143083e+00 -1.288721132692306526e+01 -2.152055569020573955e+01 -1.310062411234052604e+01 -1.969553922219368758e+01 -7.521341741793918345e+00 -9.590073382997928775e+00 -7.490224862489512248e+00 -1.246361034210764274e+01 -1.060905413674620945e+01 -1.544989871187335950e+01 -9.087962703179030655e+00 -1.070003201744867738e+01 -3.420967130266618028e+00 -3.553810619733303611e+01 -4.679752112336501568e+00 -1.986423799792734712e+01 -1.022354133211132421e+01 -1.199929379449396549e+01 -1.647821282017375211e+01 -2.096053276806311771e+01 -5.057679142398569638e+00 -6.799926209753849093e+00 -2.264375513345511592e+01 -1.926911954325639442e+01 -1.224273680789592333e+01 -8.767471313620376350e+00 -1.462410985569891864e+01 -6.393227899739343911e+00 -7.046119330500928868e+00 -2.270234269108418346e+01 -3.022521529123707751e+00 -5.083031573182651641e+00 -1.632614463471992394e+01 -3.273424413054779336e+01 -1.075197185196540772e+01 -5.740198687080280138e+00 -1.235915680585456755e+01 -1.385913316205081003e+01 -1.102206327153017185e+01 -1.893814497764161331e+01 -9.374274238716481022e+00 -1.534338164816078631e+01 -1.040137126788366118e+01 -2.016305596132454525e+01 -8.219239949267816314e+00 -4.980677731345608095e+00 -1.261011421177751402e+01 -1.251556408436799472e+01 -1.571723526046142183e+01 +1.589222750957686969e+01 +5.257327175941796327e+00 +1.002451396336995515e+01 +8.792256271323068972e+00 +9.844764982079325932e+00 +1.308554301092516425e+01 +8.392945893501646992e+00 8.365326918375899368e+00 -1.654705275272962695e+01 -1.601179654287132337e+01 -1.043607755658392477e+01 -1.333866477793387162e+01 -6.099680061838668621e+00 -1.039693060346779419e+01 -1.636905651930236161e+01 +1.434767624751368942e+01 +1.455465848344717017e+01 +1.052225219722039640e+01 +3.875438224881264659e+00 +7.967428051848159498e+00 +1.129137067071533806e+01 +8.269079818603742638e+00 +7.746770400305976523e+00 +9.906844949842096071e+00 +6.681592691618035929e+00 +5.261186562625347563e+00 +8.493735720589924654e+00 +2.272695814429818029e+01 +1.525586728061162489e+01 +1.085487734784369707e+01 +3.348992139494157527e+00 +1.225794598235655997e+01 +7.385938873300020191e+00 +1.755718108213042683e+01 +1.587219262833221478e+01 +8.422076106162762699e+00 +1.424627853995167470e+01 +1.335106268428519627e+01 +1.204282511132336708e+01 +9.559780299126884984e+00 +1.761811455972133444e+01 +1.446890951615080212e+01 +1.294510364858716400e+01 +7.535521291503329167e+00 +1.031127258465618013e+01 +1.175267950453179822e+01 +1.632863933233126374e+01 +1.560857011598898225e+01 +1.194932066182130370e+01 +6.497188332778407016e+00 +6.775616958356067698e+00 +2.560581266827972513e+01 +7.937937039413611728e+00 +1.850134792048118015e+01 +1.793771395246619704e+01 +1.252071685467808493e+01 +1.096824391217582217e+01 +1.679727283489407341e+01 +2.050187326088338580e+01 1.070003201744867738e+01 -1.832728059158655753e+01 -1.546254664896365227e+01 -1.045832564213793603e+01 -9.143512186340629455e+00 -1.800286913346435824e+01 -6.283633970058488671e+00 -5.990446428054980288e+00 -5.506890170599689327e+00 -2.698938472204943650e+00 -2.393261643128990102e+01 -6.329821682746256784e+00 -1.662032282019906404e+01 -1.275915765021649406e+01 -1.200184566747316239e+01 +2.773044648507004695e+01 +1.048458251943613107e+01 +9.949565962867623625e+00 +7.620014683067694250e+00 +2.867388734598152666e+01 +2.367077445492967058e+01 +1.646338205671003152e+01 +9.270751459087136936e+00 +1.127521527689891911e+01 +1.061702168593296847e+01 +1.413454971764997481e+01 +1.895962980020694033e+01 +1.127566566185544161e+01 +7.663589368398675106e+00 +6.561935174969420359e+00 +9.960807878442906826e+00 +1.287155692733041690e+01 +1.028099875378318018e+01 +2.629968895965726006e+01 +1.281557786416186673e+01 +1.891905091456776233e+01 +9.420231697165149853e+00 +1.132827187096758337e+01 +5.060696611795620470e+00 +2.564711729469408397e+00 From 0a66eeb94310d332c66298c7b9c1541e183b5b6f Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 14:39:34 +0100 Subject: [PATCH 06/16] Update task_4_predictions.csv --- task_4_predictions.csv | 16624 ++++++++------------------------------- 1 file changed, 3269 insertions(+), 13355 deletions(-) diff --git a/task_4_predictions.csv b/task_4_predictions.csv index f5d2cc3..2923ee8 100644 --- a/task_4_predictions.csv +++ b/task_4_predictions.csv @@ -1,13449 +1,3363 @@ -1.017376512995839732e+01 -7.447104672868618991e+00 -1.613020300134660090e+01 -8.274593085701937412e+00 -1.305524466412421702e+01 -8.624391215428389046e+00 -4.743731407194857752e+00 -6.811144916583856457e+00 -1.443037293505024365e+01 -1.814233496070987428e+01 -1.440540697828377859e+01 -1.161929790341643809e+01 -1.623606245632514344e+01 -1.442176671203358751e+01 -1.118231612588583346e+01 -1.069741396439584946e+01 -1.577379253970298123e+01 -1.719630082359675782e+01 -4.152986541659217323e+00 -6.875879981214040981e+00 -1.317977246202225672e+01 -5.685434106135062393e+00 -1.096178219061354753e+01 -1.411884717102262243e+01 -6.955845986073939002e+00 -1.796371293483156251e+01 -1.340377803523581690e+01 -1.336231067741800871e+01 -1.196951403526287550e+01 -1.202288620367616545e+01 -5.309089420481882371e+00 -1.499469304344134457e+01 -6.172055704348991867e+00 -8.771185827216484654e+00 -8.618041134723171126e+00 -1.051316698350792933e+01 -1.714635880617835539e+01 -2.242314175484787597e+01 -2.251209536931165189e+01 -9.431639456084795370e+00 -1.942645583849730428e+01 -1.478452320052420532e+01 -2.720351075067178215e+01 -1.349142221051707224e+01 -1.099990125443889610e+01 -3.663284686611291363e+00 -8.922860384062232697e+00 -2.605588822166586738e+01 -1.425332991549808526e+01 -1.258564953547455900e+01 -7.653480451077257385e+00 -1.069948218411664698e+01 -1.567690909165229129e+01 -1.182748077769863926e+01 -8.480923141774027840e+00 -1.302184400106025919e+01 -1.813837084039901981e+01 -8.144723163294017354e+00 --3.507875279871939256e-01 -8.070515880634602013e+00 -1.038186374642512533e+01 -1.393733402069308625e+01 -1.283641151416988180e+01 -2.998822240618110868e+00 -1.429342658942367450e+01 -8.792256271323068972e+00 -8.260766502327754779e+00 -1.592851051625076764e+01 -8.402416996826204354e+00 -1.585849819118229220e+01 -1.611285736482173547e+00 -8.476031113753165869e+00 -1.102854917185304373e+01 -1.175271187601235567e+01 -1.657486037926382494e+01 -1.070003201744867738e+01 -7.467620430604355874e+00 -7.873985925786769258e+00 -2.983322180533967583e+01 -9.620813834460733460e+00 -1.008400010779121203e+01 -1.115157476455603103e+01 -1.732437462989172161e+01 -1.334851630825573920e+01 -1.032033126956225999e+01 -5.666839075509855661e+00 -1.287829127813708396e+01 -8.103447368412147966e+00 -8.713216249279909675e+00 -1.434277542075192002e+01 -1.275616403519599373e+01 -7.962748890968626370e+00 -6.129930531876283339e+00 -1.736806752786104369e+01 -9.057488191712224079e+00 -3.346999779491270033e+00 -2.020820785517538809e+01 -2.301361360357530828e+01 -1.107722245543313022e+01 -6.740713433172331293e+00 -1.585146448338070968e+01 -1.258019609423858753e+01 -2.090816396362608032e+01 -1.370030621659435610e+01 -6.804441289911906665e+00 -1.089085412437007960e+01 -9.127309791372027803e+00 -9.971646751481046067e+00 -8.542068433585839671e+00 -1.010315318417657693e+01 -1.749516800367169367e+01 -9.552488116878762980e+00 -1.041735552274440124e+01 -8.391873694169404985e+00 -1.522380068403451503e+01 -1.529857597174809314e+01 -1.273746507456576182e+01 -1.631111290167358163e+01 -5.008736896290457707e+00 -1.399589638747416132e+01 -1.898957831258570650e+01 -1.602898757635162497e+01 -2.605588822166586738e+01 -1.200456949753763070e+01 -1.850560931204591952e+01 -1.397011429760870271e+01 -1.650813779987777252e+01 -2.261008801038215665e+00 -8.199091991015350800e+00 -9.012763393781767718e+00 -1.325289691844810136e+01 -4.975156330298119656e+00 -1.090118956932336403e+01 -4.081265012320827168e+00 -7.116692833927402262e+00 -7.840938450676816274e+00 -3.387161874638887582e+01 -1.433711643184707896e+01 -1.407964666088307126e+01 -1.207861154110013047e+01 -4.726141724347129980e+00 -1.614337011772524022e+01 -1.657763486717314549e+01 -6.775050963306867402e+00 -1.301407718551588744e+01 -6.526065361523166075e+00 -1.776501597530346999e+01 -9.410774738138940165e+00 -1.150848628450445688e+01 -1.564670839790642276e+01 -1.008555952898746000e+01 -2.672813131237820983e+01 -7.140883287122264278e+00 -4.478460281223433981e+00 -1.464073917723787588e+01 -3.615427683687428839e-01 -2.983762542808143792e+00 -1.454600929500594475e+01 -1.263289505030989801e+01 -2.743855196611727365e+01 -1.602296830821562423e+01 -1.710965707702582961e+01 -1.279992661917997054e+01 -9.919831663903025287e+00 -7.667737348267621655e+00 -2.605588822166586738e+01 -3.104644279516942618e+01 -8.209590487210789433e+00 -9.832874534891814733e+00 -3.387161874638887582e+01 -8.799136073374157263e+00 -6.937884208623813720e+00 -1.195313334258950988e+01 -1.619253520019587711e+01 -4.338314305370190027e+00 -1.160705983091941107e+01 -2.433168040966204160e+01 -7.388683905090971393e+00 -8.090929017365795062e+00 -2.564711729469408397e+00 -7.382293711328159702e+00 -1.157340012309086319e+01 -1.031163649607260879e+01 -3.364835283318427628e+00 -7.531513863621626115e+00 -1.741793953967889763e+01 -1.584694345228317047e+01 -1.516153937636715909e+01 -1.008142282004716606e+01 -1.135615517147333264e+01 -8.190542209372381421e+00 -3.249501110371947732e+01 -1.530919651005115156e+01 -2.190148538454953098e+01 -8.368480817309887243e+00 -7.987118800926737094e+00 -9.831670963323617229e+00 -1.477804914274003067e+01 -5.781830134374686736e+00 -2.416676043021193721e+01 -1.021943594576600844e+01 -8.783606394377400761e+00 -1.838821381680276090e+00 -5.419769256777016153e+00 -7.850310922729278218e+00 -8.076261877317264748e+00 -1.901025096271025916e+01 -1.855910472619061125e+01 -1.288146539007769320e+01 -1.259500941444476041e+01 -1.517865815556355358e+01 -1.252272279368901309e+01 -2.704301141715826873e+01 -7.352050512210581701e-01 -4.029218996503209382e+01 -7.586669246615784346e+00 -8.049789734383480777e+00 -1.661995706403980932e+01 -1.142879358114798549e+01 -1.266359442226280407e+01 -1.907125336078520661e+01 -4.544550437231279716e+00 -6.854818004095477590e+00 -1.221609424314584658e+01 -1.080551549647955767e+01 -8.490639194699397763e+00 -1.164496831600749260e+01 -1.051334792313734567e+01 -1.590735557275206702e+01 -2.453851231382978426e+01 -2.511553259226228363e+01 -1.245417715909142942e+01 -1.013780971108685947e+01 -1.070844604804689482e+01 -1.315207741467526148e+01 -1.727961944980228282e+01 -7.863679444094330506e+00 -1.316415902225371326e+01 -1.684245703592497989e+01 -1.943233171904778089e+01 -1.070003201744867738e+01 -2.551487715495923680e+01 -1.557835711092029385e+01 -7.432952991192209424e+00 -2.055562527781059146e+01 -1.375023888454256848e+01 -1.380225654879389197e+01 -8.398260903951197065e+00 -7.117918105599656542e+00 -2.373989656103144341e+01 -1.301407718551588744e+01 -1.075864211826592509e+01 -3.387161874638887582e+01 -1.324395615262960746e+01 -1.443221102412901757e+01 -1.142879358114798549e+01 -2.102997165856298523e+01 -3.387161874638887582e+01 -1.193569468583547177e+01 -2.705921819270116657e+00 -1.458434856138553926e+01 -1.110747029295433208e+01 -1.002858059309926375e+01 -1.304371612541713432e+01 -1.037990200418441589e+01 -9.324153894132763298e+00 -1.412614652491383538e+01 -5.393920182284446696e+00 -1.895637257276416676e+01 -2.242314175484787597e+01 -6.485414870391423392e+00 -7.465760586443664693e+00 -1.190066153641410551e+01 -1.522380068403451503e+01 -1.093957459256753850e+01 -4.095511668917481529e+00 -4.467908403325438371e+00 -1.869868905504362999e+01 -1.218476639941536632e+01 -1.633988565501535106e+01 -6.514482877809129491e+00 -1.729567362471057379e+01 -1.068551725188277146e+01 -7.133967254583694739e+00 -1.301407718551588744e+01 -1.451085626907871529e+01 -2.749881628060019523e+01 -1.059597459667655528e+01 -1.571997319859271158e+01 -1.690560223108678883e+01 -2.221374834799139819e+01 -1.906113937502503575e+01 -5.481201258904903284e+00 -6.677534460218339518e+00 -1.489824507217606708e+01 -1.435647732839714763e+01 -1.503983602340620962e+01 -1.611910215850991790e+01 -2.089960502503697626e+01 -1.100086878881440100e+01 -5.307662773474660867e+00 -3.017085831295523235e+01 -8.384118801094373907e+00 -8.787391570440874489e+00 -1.105377590678483557e+01 -2.276650481393649272e+01 -1.510651662664183448e+01 -1.635564615717046877e+01 -8.921094133758771250e+00 -7.241990419082981134e+00 -2.527132228070964004e+01 -1.616267712014877134e+01 -9.152991309737998904e+00 -1.425086475543625397e+01 -6.773508508967935882e+00 -1.711195033148717926e+01 -1.335553694091149168e+01 -1.723164401168629922e+01 -6.651334389859528073e+00 -1.840671546249761548e+01 -1.544989871187335950e+01 -1.259341342816608744e+01 -5.454207160012714439e+00 -1.251830773428271470e+01 -9.071197680132200958e+00 -6.442098645708213667e+00 -1.472481198369948174e+01 -6.370910811407256347e+00 -7.867481513486950462e+00 -2.428509281018239108e+01 -1.515148645562322827e+01 -1.522380068403451503e+01 -1.550352057824279939e+01 -1.786851375852290857e+01 -8.147082996623183249e+00 -6.414234665034840077e+00 -1.863229214748051277e+01 -1.059487319542219552e+01 -8.249540017079638687e+00 -9.154361811642189650e+00 -3.227252539954433530e+01 -1.577344411628205023e+01 -1.498438166489992796e+01 -1.006459990707735130e+01 -1.425647362989234068e+01 -2.773044648507004695e+01 -3.387161874638887582e+01 -1.458458932453895329e+01 -1.042039720571614225e+01 -7.055281377517346186e+00 -1.846047761629108663e+01 -8.779628538810158034e+00 -6.622430542446551271e+00 -1.147028589278976085e+01 -1.186244824953841714e+01 -1.469754858873528747e+00 -1.217638262148265937e+01 -1.134411018813531769e+01 -4.668145341212735389e+00 -6.530161622902241447e+00 -2.528825679416372907e+01 -9.984951337622291589e+00 -4.901702021480275562e+00 -1.358543236228517515e+01 -1.299091800039214206e+00 -5.221993652209945935e+00 -6.513447328576461359e+00 -1.114051650639940760e+01 -1.751492393349687404e+01 -1.217461105682887990e+01 -1.819379738421159232e+01 -7.994725929588042845e+00 -1.541471459830334823e+01 -1.551058803601580394e+01 -8.943898852998259486e+00 -7.390401072021305140e+00 -1.108866253033411908e+01 -2.081433052103996317e+01 -7.799570442610246346e+00 -8.629715455742072550e+00 -5.486073069836393756e+00 -3.387161874638887582e+01 -1.457564764071510410e+01 -7.584102829023706249e+00 -4.984665246579780273e+00 -1.310534986185294315e+01 -1.310480385167635120e+01 -1.472588792009018732e+01 -1.780432340172598060e+01 -7.539102176844693304e+00 -8.468908613357882587e+00 -7.291990731263197745e+00 -9.095704086653853437e+00 -1.528993876454873657e+01 -4.978264528836575664e+00 -1.402325553789634682e+01 -1.586339018156925817e+01 -2.105876403742048808e+01 -1.364307729446124995e+01 -1.024290223498246633e+01 -7.867481513486950462e+00 -9.492170345907823048e+00 -2.277900257517860894e+01 -1.693066024389366930e+01 -1.019675883958556994e+01 -9.181790208623809235e+00 -1.172280997590948459e+01 -3.470728223882503016e+00 -1.599449642860919596e+01 -1.060366975968652525e+01 -1.042830918958487985e+01 -1.135565239384948200e+01 -1.043390663863692680e+01 -1.348356222648016001e+01 -6.251188261271309443e+00 -8.773907064911639964e+00 -2.049950669219417421e+01 -1.304609143118072723e+01 -1.151539400419774495e+01 -1.282878481739336962e+01 -1.404493253478239012e+01 -4.062299014981789469e+00 -7.407651423261555124e+00 -1.109206385925671157e+01 -1.802301677563899318e+01 -1.525586728061162489e+01 -1.329518105511483839e+01 -1.729567362471057379e+01 -5.486073069836393756e+00 -4.585339992584906099e+00 -1.510059869559286483e+01 -2.236450052570636160e+01 -9.887879342900404822e+00 -1.486101539457300191e+01 -9.826940729235474237e+00 -1.653570696215548708e+01 -1.240204356718497536e+01 -1.168209027124579791e+01 -1.323817227553107045e+01 -4.942727823930582076e+00 -1.269626713815267749e+01 -1.388286867102259237e+01 -1.349652907364396981e+01 -4.460515212578897604e+00 -1.334260551983641108e+01 -3.641803880897604984e+01 -2.261499751250141799e+01 -2.983762542808143792e+00 -2.019932110455459906e+01 -2.030438794439309902e+01 -5.748995324197807122e+00 -9.411041427853348296e+00 -1.068586635719431399e+01 -1.241109406295797157e+01 -1.084501080789208061e+01 -2.186127972423263088e+01 -8.793201364890435912e+00 -1.009372978426142708e+01 -7.454729304650399513e+00 -8.746013895750976985e+00 -1.106128034133537597e+01 -1.881535369268434010e+00 -6.608764049705797561e+00 -1.891012582996434332e+01 -1.020766756054260327e+01 -1.327631796232135741e+01 -1.449210931479120745e+01 -1.190488607839506585e+01 -1.402491176093165848e+01 -1.772274131133264063e+01 -2.468147228818128269e+01 -8.748622051542156441e+00 -8.593521406086495062e+00 -9.507796024219331343e+00 -3.049887320084593512e+00 -8.866559859956694822e+00 -1.241506323367434561e+01 -2.019114172959515940e+01 -1.556491910955627134e+01 -3.387161874638887582e+01 -6.121006652240978951e+00 -4.631103482999940013e+00 -9.637087951223108462e+00 -1.692437517047613937e+01 -1.249253913636037794e+01 -1.464447024827725841e+01 -3.653853071264407504e+00 -1.273322346771043101e+01 -1.317924485126567902e+01 -1.244459695515202213e+01 -1.842860953772792243e+01 -9.760218532292768145e-01 -1.543801693568406108e+01 -1.337911505335441120e+00 -1.379621536707647067e+01 -1.234577744806523469e+01 --8.651609714489154612e-01 -4.762954860525809409e+00 -1.690560223108678883e+01 -1.844513687495604870e+01 -3.562909039628394225e+00 -1.813861202921611948e+01 -1.596829473247427700e+01 -1.001287375591388695e+01 -5.321040712945276141e+00 -4.651515991267316963e+00 -1.545078723870483373e+01 -9.373101391470626709e+00 -6.521275250480925934e+00 -1.226199792522506016e+01 -1.075068808588640934e+01 -2.223798390038366790e+01 -9.510167191167823830e+00 -1.048430724200923692e+01 -9.868663482801878217e+00 -8.219239949267816314e+00 -2.181118630839605999e+01 -1.084121145025251565e+01 -1.107185070347944134e+01 -1.245743677941443650e+01 -5.366212459821099401e+00 -1.233587034757923107e+01 -1.716156887315202084e+01 -1.183035473507158031e+01 -1.618434911877606908e+01 -1.356220714570255836e+01 -1.261180693663123975e+01 -6.468795553202539850e+00 -9.653222449232899294e+00 -9.995518767469349086e+00 -1.042422892812899704e+01 -1.088859279820039205e+01 -3.885661223743710480e-01 -3.829455307405893905e+00 -6.725135536256232172e+00 -1.077950047198294214e+01 -1.677568620545528688e+01 -2.326460764747469057e+01 -8.190509171538096211e+00 -1.804498878396144335e+01 -6.690059851640697275e+00 -3.918739843162782677e+00 -2.190762713003790907e+01 --5.749396723911388563e-01 -8.253629880553816633e+00 -1.479378834830858125e+01 -2.318046606135895615e+01 -6.744291971818270781e+00 -1.898540965027541461e+01 -5.679221904976799351e+00 -1.096440191172231948e+01 -1.002451396336995515e+01 -1.324598509074895958e+01 -1.552717792728329016e+01 -8.919004423641410995e+00 -1.076150784584187647e+01 -9.364298011176472869e+00 -1.792175625132516359e+01 -5.566959954694326029e+00 -1.598642393834140307e+01 -1.534338164816078631e+01 -1.095456873366327954e+01 -2.993946012615603536e+01 -1.649108995413604362e+01 -4.067719736663050867e+00 -9.744049186295555387e+00 -8.097716952299023774e+00 -1.479452862220449560e+01 -2.186281586878520500e+01 -9.646669745147164576e+00 -1.792954956566028102e+01 -1.304410933389877414e+01 -1.064659443077306378e+01 -1.817030267437660029e+01 -1.594902775154412211e+01 -1.049902678527874400e+01 -1.094174814230994741e+01 -5.502655005257722109e+00 -1.919977621210577468e+01 -1.349200465754924494e+01 -1.359090835576839140e+01 -2.743855196611727365e+01 -1.343110056208291780e+01 -1.100081143312814902e+01 -1.588506279142163180e+01 -1.074217666556452855e+01 -1.540337333358273497e+01 -1.265325558578769005e+01 -7.622312104674008992e+00 -2.772798591402938939e+00 -1.445410566911047567e+01 -2.994250441147164565e+01 -3.289501141717406085e+01 -5.379270799271040460e+00 -5.966305490055077598e+00 -3.687482100357300396e+00 -1.099365657478787739e+01 -1.197113660279019598e+01 -1.157570672088918684e+01 -1.420142509781632612e+01 -8.170645518735724977e+00 -1.750915743371444933e+01 -1.587598943512777794e+01 -7.278586504568778537e+00 -9.874273919552749135e+00 -6.264261958135946884e+00 -2.276424111226882019e+01 -1.388874979066144988e+01 -2.471583577942124066e+01 -6.947672348272746490e+00 -2.009188286941726176e+01 -1.182015238650220113e+01 -1.425960545354925557e+01 -1.224768329235187991e+01 -1.182215103179728999e+01 -8.854232707388504764e+00 -5.709313757454324900e+00 -1.648305012579507434e+01 -8.278999385531633948e+00 -6.638164907795683689e+00 -1.530941002096558634e+01 -2.338438534444850347e+01 -4.571486028092436982e+00 -1.532620276980397023e+01 -1.721969093652954541e+01 -2.077115885567067721e+01 -8.365172689621246604e+00 -1.378727242794283825e+01 -1.619602188545268007e+01 -7.213842627989706102e+00 -1.236247108052054955e+01 -1.430694229936260342e+01 -3.238750582698155256e+01 -1.849021895191735609e+01 -1.096824391217582217e+01 -1.555856603664906856e+01 -1.379122081115814069e+01 -1.868487434509671630e+01 -1.743168984715714487e+01 -5.555674270528044190e+00 -1.157849317333744921e+01 -1.722019019173640686e+01 -9.580648405374901699e+00 -1.307967478435692499e+01 -5.328859697515241578e+00 -6.045734720645427274e+00 -5.446935858126991548e+00 -1.141697728300772496e+01 -2.605588822166586738e+01 -3.578405563105633291e-01 -2.031017526945508678e+01 -1.310881115188188062e+01 -1.387637778981635961e+01 -1.138006874362558563e+01 -2.316241735153299430e+01 -1.063484934978997387e+01 -3.564158523129108858e+00 -1.328777318158391552e+01 -1.291747137146361979e+01 -7.125076118089239685e+00 -5.845341851743000916e+00 -2.925756384763388951e+00 -5.989632006529916453e+00 -5.361109341107422210e+00 -1.404932944077846457e+01 -3.721868962806595960e+00 -1.169344868951144178e+01 -6.844165252607524508e+00 -1.505501602117510629e+01 -7.100142529770010924e+00 -1.309272350915487948e+01 -1.203419406070429432e+01 -7.968531944850795412e+00 -1.488620857939424980e+01 -1.330731066849078559e+01 -2.675302751254918121e+00 -8.675804718589915865e+00 -8.107466048801725833e+00 -1.872518048403412649e+01 -2.531057070225386951e+00 -1.504189221658641884e+01 -1.912498092638536207e+01 -7.932787525132908968e+00 -5.207867576027823020e+00 -1.108691603975722728e+01 -1.132805084356380121e+01 -1.544580032533519898e+01 -9.510167191167823830e+00 -2.441936244786390375e+00 -8.696974432081987061e+00 -1.522380068403451503e+01 -1.335680205440556279e+01 -1.102178452297567901e+01 -6.632143854219890500e+00 -5.399588527801000737e+00 -1.667028596170155197e+01 -1.868002427466285553e+01 -1.677347302890710523e+01 -1.126793598906725435e+01 -1.456568873304286171e+01 -9.891905350164364563e+00 -8.065220856518934056e+00 -9.882822851843343415e+00 -6.974485828882606597e+00 -1.903988839994268290e+01 -2.114483152495675711e+01 -1.602853668748076643e+01 -2.075734532235370011e+01 -1.826816796007263122e+01 -1.076407746810406252e+01 -1.504307150833891171e+01 -1.161439571227548129e+01 -2.379910716531681203e+01 -6.246712543365575243e+00 -9.194675569998636888e+00 -7.843028626092660716e+00 -4.883936728965807106e+00 -8.313040452834655980e+00 -2.166745379301450214e+01 -6.722098372887316486e+00 -1.110138668666310480e+01 -2.707145027038640706e+01 -7.603050280231101965e+00 -7.128018096446623986e+00 -1.991455751839218635e+01 -1.863500551489318013e+01 -2.161100886725252224e+01 -2.504460476950106340e+01 -2.176042382365434946e+01 -1.031163649607260879e+01 -1.173993034473328123e+01 -6.879690774092452443e+00 -4.856426062509584085e+00 -3.387161874638887582e+01 -4.398047079858017128e+00 -9.476094438087912408e+00 -5.957881541805406300e+00 -3.387161874638887582e+01 -2.209913192562005690e+01 -1.306445813044017257e+01 -1.352938316250023831e+01 -6.582677321903901202e+00 -8.365326918375899368e+00 -6.981839897356309166e+00 -8.905852992984932825e+00 -1.716156887315202084e+01 -1.199929379449396549e+01 -1.184641319687283101e+01 -6.762926638725119233e+00 -1.795689994191400274e+01 -8.678420846590469750e+00 -1.378272659756591167e+01 -1.050222757446201172e+01 -1.179047655892540547e+01 -5.700917786313240754e+00 -1.176792247302175554e+01 -2.136464672487835514e+01 -1.046983022816917241e+01 -1.115663718197045284e+01 -5.810341848405485621e+00 -1.624624968042628836e+01 -1.062941930058354956e+01 -1.102330922223744381e+01 -1.185877176017608292e+01 -9.938135657060968242e+00 -6.891263542634192163e+00 -2.051022790626090853e+01 -1.459093509884155537e+01 -1.093395088093328127e+01 -6.525178082548322323e+00 -3.118957346834079658e+00 -1.687048700617549457e+01 -2.094669689024634351e+01 -1.425128188685293651e+01 -1.545531664910963343e+01 -1.409696026954496517e+01 -1.353042688131517934e+01 -2.283902430892219115e+01 -6.369651173415704193e+00 -7.940558425130603837e+00 -3.387161874638887582e+01 -9.605851833777492743e+00 -1.533215512119552670e+01 -9.423226155744771404e+00 -2.521622162580418092e+01 -1.203272331845207077e+01 -1.262806725800108154e+01 -1.385974923796565861e+01 -1.429342658942367450e+01 -1.136465406499280562e+01 -1.434767624751368942e+01 -1.610496212512633463e+01 -1.038121640052284533e+01 -6.690151276683096171e+00 -1.125655095079387991e+01 -5.000847836685125003e+00 -6.140421206592122871e+00 -9.949839057393390362e+00 -7.335570442679923531e+00 -5.669127826886565913e+00 -9.129733515096546626e+00 -1.190432858745390376e+01 -6.574746378706436190e+00 -1.438147565056871713e+01 -1.045700005161776858e+01 -8.292647692006681837e+00 -1.878665951893144381e+01 -4.049091372398933686e+00 -1.035203518940413403e+01 -1.296818995330451685e+01 -2.227477304421191207e+01 -5.486073069836393756e+00 -1.675310163942816644e+01 -1.667539470549991165e+01 -7.068551095034507625e+00 -8.936632379205576626e+00 -9.953116460224165962e+00 -1.573881447370473552e+01 -2.661257532598325781e+01 -1.371069152473680219e+01 -8.967110487520244533e+00 -1.205466065067611225e+01 -9.470759309847863960e+00 -1.283993771290400332e+01 -4.753834298833041316e+00 -7.853412715861878723e+00 -4.722602765510274025e+00 -1.381645348581236021e+01 -2.152055569020573955e+01 -4.867355093614818884e+00 -1.604740977633228738e+01 -5.992499628137764489e+00 -1.189395751710277693e+01 -9.643450920839498508e+00 -2.407254114708651116e+01 -9.636349228039847503e+00 -9.251833803681066115e+00 -1.035631815282445700e+01 -1.817345858015160331e+01 -2.488796725747408800e+01 -1.291747137146361979e+01 -2.540301107208875919e+00 -1.082318127900009586e+01 -3.387161874638887582e+01 -9.808956546202622917e+00 -1.079644344700794534e+01 -2.772798591402938939e+00 -1.530123441152417740e+01 -1.307398384972648842e+01 -2.953016499007667051e+01 -1.047744779329491394e+01 -1.227995613486562831e+01 -1.610509321407727157e+01 -1.887282523643872878e+01 -5.223596646640388030e+00 -1.228915246069755085e+01 -2.593931626650869759e+01 -1.640254829544306858e+01 -3.346458197279090996e+01 -1.026764996197881885e+01 -5.701864067379958101e+00 -8.602347082534421929e+00 -1.864651786486147955e+01 -4.829972979141516021e+00 -6.414234665034840077e+00 --2.201865332413191823e+00 -8.997516485542192299e+00 -9.910804178680564291e+00 -1.439436196268626134e+01 -5.008736896290457707e+00 -3.998817969111584603e+00 -1.794485980521730539e+01 -6.463226337021893642e+00 -3.028921469329731053e+00 -4.211740615794305143e+00 -8.380502747181907353e+00 -1.937771086716098523e+01 -1.322418393308549867e+01 -1.096909389429424664e+01 -1.260397201816378754e+01 -1.075787716166666996e+01 -1.090930024392899611e+01 -1.185906820605507050e+01 -1.741015185686691780e+01 -1.257370676701850698e+01 -2.798963974760908968e+00 -2.090816396362608032e+01 -7.619794485571716791e+00 -7.609571652002045994e+00 -9.978278657380599270e+00 -7.698716693142998224e+00 -3.485405645610319425e+01 -5.925776582065552134e+00 -6.129674078949221894e+00 -1.713438960207068362e+01 -8.330343595165047077e+00 -1.893814497764161331e+01 -3.686207876015359375e+00 -1.626925675540627481e+01 -1.352859355770016236e+01 -1.384504682491730421e+01 -1.096308435834554018e+01 -3.881373790758239295e+00 -9.786408632328132740e+00 -1.035722395313729294e+01 -2.020820785517538809e+01 -1.503850817556396180e+01 -1.541229291847612615e+01 -1.900788984360703182e+01 -1.733324348363076695e+01 -3.207993735317168671e+01 -1.727700573840454012e+01 -7.031163047005719591e+00 -8.194091689199680673e+00 -1.168428970761047481e+01 -9.010325800758749892e+00 -1.092101907691898077e+01 -1.259818576541132984e+01 -8.527104373513765267e+00 -1.132506978565973554e+01 -8.678685046866604580e+00 -1.242160717427016436e+01 -1.104481223954405777e+01 -1.124688267310901324e+01 -1.041696232526602728e+01 -3.387161874638887582e+01 -2.264375513345511592e+01 -4.852719815899746436e+00 -1.015047493566180492e+01 -1.060235219165461729e+01 -1.448198117403853757e+01 -5.568273924981070877e+00 -1.388809788462393158e+01 -8.208946463384066305e+00 -1.055552506649401323e+01 -1.112058469702706986e+01 -2.549159279019875157e+00 -6.624768132564412326e+00 -1.201159391762062967e+01 -1.422997019674969010e+01 -2.570004039326848044e+01 -2.388055720635560419e+01 -9.587758555114874071e+00 -9.930259340504576926e+00 -2.164436745166112530e+01 -7.069588814026317891e+00 -2.615789322383392346e+00 -1.522380068403451503e+01 -5.701864067379958101e+00 -1.492832237067283074e+01 -1.172405825758497144e+01 -1.497770066252205368e+01 -8.530207811726612022e+00 -2.603541866131216409e+01 -1.594128409530151202e+01 -1.189530555128308720e+01 -1.405205470787561239e+01 -1.148348660787904407e+01 -9.822291622791965438e+00 -5.630397779634236599e+00 -1.803515674892931031e+01 -1.537977602590254378e+01 -8.707045499513583309e+00 -9.473787507626212800e+00 -1.081033916651298910e+01 -1.368596655020088804e+01 -9.391296923887381354e+00 -1.281260834363973800e+01 -1.589819831242093073e+01 -6.091199674869599789e+00 -1.011680271092406258e+01 -4.742811589590822052e+00 --1.734709787277211035e-01 -1.140131134197406482e+01 -5.230835828676219990e+00 -5.999541642234603955e+00 -1.404822640166320014e+01 -8.365326918375899368e+00 -1.781712502233459361e+01 -1.521470900412576555e+01 -1.278662357304979480e+01 -5.718899889271554571e+00 -1.024716009639482195e+01 -1.276078963877515093e+01 -6.775050963306867402e+00 -1.031163649607260879e+01 -1.091248235368409780e+01 -9.759036788981205746e+00 -5.741274575165945748e+00 -9.654344904797298454e+00 -6.471058919096449813e+00 -9.126867361082489083e+00 -1.543346362597142729e+01 -8.792256271323068972e+00 -2.365757951345216270e+01 -3.650398946760816443e+00 -1.226107516937921105e+01 -2.151610659108290236e+01 -1.677663559461704779e+01 -8.433617811668540298e+00 -6.612522105230652869e+00 -2.261499751250141799e+01 -1.079073169795800879e+01 -9.101505886992782735e+00 -5.229700764592038809e+00 -1.021417768454112718e+01 -1.963489452428315474e+01 -9.684422854179189244e+00 -2.262440001659985001e+01 -1.070606274895506260e+01 -1.411988926088758944e+01 -1.327056487726585488e+01 -2.928515254526416811e+00 -1.735585214946333110e+01 -9.207583668694553580e+00 -1.200814148483763688e+01 -1.235300391546105914e+01 -1.250468223318235061e+01 -8.795364772863720759e+00 -6.514660636623034407e+00 -3.836929860614489485e+00 -6.156332550406787618e+00 -5.373023196513528887e+00 -9.891367824391792851e+00 -3.881373790758239295e+00 -1.027866220873919190e+01 -3.710016313570113766e+01 -6.129930531876283339e+00 -1.114197168357665646e+01 -9.825779285486987646e+00 -1.503468319141668985e+01 -1.643639873511868643e+01 -5.870092304904858338e+00 -4.876513226925567324e+00 -1.199161231097679092e+01 -2.742537359548549603e+01 -2.743855196611727365e+01 -1.819311429718209183e+01 -2.603541866131216409e+01 -5.336843970847766627e-01 -5.171996017406883084e+00 -2.144888256483385192e+01 -3.998817969111584603e+00 -1.207998729085387879e+01 -1.241036550511242353e+01 -1.016584777195494382e+01 -5.700917786313240754e+00 -1.507711633844286325e+01 -1.634647301566782573e+01 -8.049789734383480777e+00 -1.088249387401427271e+01 -6.412803270858702831e+00 -1.070003201744867738e+01 -9.556036899569988918e+00 -1.448198117403853757e+01 -1.392319326068349028e+01 -9.690729385927838280e+00 -3.036215984092081044e-01 -1.362343953105026628e+01 -8.131292583376449556e+00 -2.228908599905386723e+01 -1.949956262641210003e+01 -6.464955329789802363e+00 -5.583686117175389541e+00 -7.440562643782257624e+00 -1.416854490826688107e+01 -1.246361034210764274e+01 -7.477788854654818351e+00 -1.522380068403451503e+01 -1.522380068403451503e+01 -1.485506046583057582e+01 -1.522380068403451503e+01 -7.856272396050343332e-01 -6.985327526670189968e+00 -1.612413585149245421e+01 -1.195045780029228411e+01 -1.389690948428143713e+01 -7.024952297670111534e+00 -1.054481244589197786e+01 -3.387161874638887582e+01 -9.308163835445498080e+00 -8.346819795656116980e+00 -6.920350808553862976e+00 -6.421732661522582930e+00 -1.595292937801332300e+00 --9.275659116346304245e-01 -1.325532151020127003e+01 -1.613646771624824794e+01 -1.344891168826323735e+01 -1.409296036357571325e+01 -6.813203166047316017e+00 -1.214747796889051301e+01 -9.329576880234910163e+00 -9.186419023727495414e+00 -1.433711643184707896e+01 -9.581136840329662618e+00 -1.641757290150724202e+01 -6.218810025424772903e+00 -1.050049810789462867e+01 -9.357825579329301036e+00 -9.060023623246522106e+00 -1.192372106266920184e+01 -1.182748077769863926e+01 -1.442891992454555350e+01 -1.870325270846285548e+01 -7.598597846182968851e+00 -6.552046824080321130e+00 -3.052959898334164279e+01 -1.120908335808512390e+01 -1.117099781098272615e+01 -1.459045585330558481e+01 -7.932135223612093000e+00 -2.605588822166586738e+01 -1.379203249876277937e+01 -1.622708895662724160e+01 -9.560204001595295153e+00 -1.720093512524063328e+01 -1.598082253159269328e+01 -8.961314984773736114e+00 -9.791977101308447118e+00 -2.006608804083880671e+01 -1.071074780023788264e+01 -1.437415327909896234e+01 -2.190438507652805811e+01 -1.530015226675732265e+01 -1.327640096553618321e+01 -1.835704545623511308e+01 -1.367085227659559621e+01 -1.010818693945034852e+01 -7.246270725273404878e+00 -1.372796503721281169e+01 -2.005141037514655977e+01 -1.114197168357665646e+01 -5.246099940607763301e+00 -1.291772107855605611e+01 -1.894431392697880767e+01 -4.836412203882431982e+00 -7.717769188219946841e+00 -1.139660306347175833e+01 -1.107309835087683325e+01 -5.864212643317273432e+00 -1.178237930870912464e+01 -1.115900258410223955e+01 -1.012204848596174145e+01 -4.097294465584099044e+00 -2.489636933833428145e+01 -8.444434603673812489e+00 -1.559807300843615963e+01 -2.533198148037669739e+00 -9.543903093704784624e+00 -1.252571032509885640e+01 -6.293977592081944294e+00 -1.056646658412795148e+01 -2.246703366847404482e+01 -9.819491313553115219e+00 -1.100482672292733355e+01 -1.978283763570176745e+01 -4.981995041122786461e+00 -9.215672353806354522e+00 -1.281827182488790129e+01 -1.035429211220260015e+01 -2.261499751250141799e+01 -1.689735861766371272e+01 -8.708980095813046773e+00 -1.713159354119692068e+01 -1.877620385749840182e+01 -1.324980086151001046e+01 -7.259853759562759024e+00 -8.142816479388628181e+00 -1.045276513889274383e+01 -6.538849943265688580e+00 -7.301430403766431709e+00 -1.043600702324313545e+01 -7.954180588156276599e+00 -1.222829543569335442e+01 -8.278999385531633948e+00 -1.464710240291708487e+01 -1.523422962217716758e+01 -1.302889078019477154e+01 -1.991482518698707338e+01 -3.881373790758239295e+00 -1.418254167666007959e+01 -2.196246920159838112e+01 -1.245550511548105987e+01 -1.714070044686634731e+01 -6.859796098962974042e+00 -1.651723822170940537e+01 -1.333866477793387162e+01 -1.444416900373654755e+01 -8.341813982242584302e+00 -9.646226855434022696e+00 -4.151441257099662607e+00 -3.723750535479553037e+00 -1.371069152473680219e+01 -1.027118560642065859e+01 -9.484089053299427974e+00 -1.258294461841489920e+01 -9.256024731266592198e+00 -1.286971554257247874e+01 -6.920350808553862976e+00 -9.740978954858675820e+00 -1.130904894244136472e+01 -4.947646859673085373e+00 -1.106694731224405359e+01 -1.283322859089457779e+01 -1.046983022816917241e+01 -2.928515254526416811e+00 -3.346458197279090996e+01 -1.259899552494195518e+01 -1.038326404499524358e+01 -9.133538954918023478e+00 -2.257948878938948667e+01 -1.768872502887998621e+01 -5.701864067379958101e+00 -1.182748077769863926e+01 -1.157061926549663156e+01 -3.402284113436792268e+00 -6.238434025981945297e+00 -1.370679742608508889e+01 -1.170417294769364958e+01 -5.701864067379958101e+00 -1.933871440888333382e+01 -4.453970623480302038e+00 -2.190762713003790907e+01 -1.372058222228695001e+01 -4.558881064625694535e+00 -9.859469749516321713e+00 -1.209301281472217227e+01 -6.255062287666731891e+00 -1.835563634804269384e+01 -1.070003201744867738e+01 -1.226935801318032304e+01 -7.445275349041480695e+00 -1.623803721321058902e+01 -1.550307274575830263e+01 -1.641800717903461759e+01 -1.386876998553213980e+01 -1.919977621210577468e+01 -1.310300788521256266e+01 -4.324683507126920290e+00 -1.231562329699991665e+01 -1.434743972455639494e+01 -6.746043066985166092e+00 -1.581252677067476498e+01 -4.732355898220461654e+00 -5.353909315870467367e+00 -1.182215103179728999e+01 -7.771244788468351317e+00 -1.155512747386389094e+01 -6.530851056529101584e+00 -8.574574632175270494e+00 -9.477237274948450363e+00 -1.325268136718169387e+01 -1.384654887908297383e+01 -2.419823233975634480e+00 -1.628649676115136913e+01 -1.316567760412544885e+01 -9.491079763435919858e+00 -1.456107997511517738e+01 -1.653124824797524184e+01 -1.744980688463057561e+01 -1.483124218285144025e+01 -1.339627293797163077e+01 -1.905248181723567313e+01 -1.142357002273966771e+01 -3.798987517557819160e+00 -1.866802446997367326e+01 -3.578195382102933308e-01 -9.344045283781767353e+00 -6.324620572904379401e+00 -1.285513191638325736e+01 -5.950414147472869786e+00 -1.438324736546928762e+01 -7.698363772662801807e+00 -1.419395466565157449e+01 -1.542166545313794757e+01 -6.102601840717056803e+00 -1.367559692610352329e+01 -1.988808227573561282e+01 -1.094830700631351306e+01 -3.991580912213976262e+00 -1.330864971634284188e+01 -1.780728774319950958e+01 -1.097342843455062678e+01 -7.012869168013097010e+00 -1.593190200461513939e+01 -3.168458703483196359e+00 -1.015889222808016257e+01 -1.057784355651142505e+01 -8.506501445976539344e+00 -1.893814497764161331e+01 -1.129045045689167637e+01 -1.417048104424259236e+01 -1.395122522091703843e+01 -5.688004652092843116e+00 -1.103471910765337327e+01 -3.945326009679916979e+00 -9.966244003242266558e+00 -1.308758162172011907e+01 -1.510978014926362789e+01 -6.542172748288550110e+00 -1.419112440080438375e+01 -1.803515674892931031e+01 -7.637322405803772085e+00 -3.387161874638887582e+01 -1.118255417529661599e+01 -1.602252662785789994e+01 -1.993801937461701357e+01 -1.266699901661127114e+00 -1.400988787876072195e+01 -2.155749555140951657e+01 -1.108691603975722728e+01 -5.555208028076677351e+00 -8.567777810187877208e+00 -5.781830134374686736e+00 -1.920989387966805850e+00 -1.105040537965003011e+01 -9.417719485669636015e+00 -4.109687670778789936e+01 -2.504460476950106340e+01 -1.621292629769507698e+01 -1.440017559021175941e+01 -2.219840524066611920e+00 -4.797496813607409649e+00 -1.834232092482751852e+01 -3.387161874638887582e+01 -7.431717699468890714e+00 -1.084156008653111769e+01 -1.314523653597979092e+01 -2.964880353752917586e+00 -1.847847112443885464e+01 -7.172877377285615808e+00 -5.966305490055077598e+00 -1.146862207287330193e+01 -9.934261187365109436e+00 -1.433467048767420238e+01 -2.063925470184845778e+01 -1.540287352631399642e+01 -1.543801693568406108e+01 -6.019282376116947830e+00 -8.610626919136493029e+00 -1.742435290715340557e+01 -1.615046341050636158e+01 -1.149003841809391702e+01 -5.277176035388620789e+00 -9.701858664889300599e+00 -5.836159919516987316e+00 -2.115387213155749180e+01 -8.544280249352866008e+00 -7.256655434727264264e+00 -1.142777042002467169e+01 -8.848913605982758668e+00 -1.416020786377168861e+01 -1.395130478895062254e+01 -1.663309443754707218e+01 -5.065310797997852887e+00 -1.333457758549198502e+01 -7.115104985542487270e+00 -1.361432041608287591e+01 -1.726827358487484787e+01 -3.381237823479750659e+00 -1.142879358114798549e+01 -1.659671679997595106e+01 -9.694354093962701313e+00 -1.151719576655011679e+01 -1.364667707987001677e+01 -1.088493723120291179e+01 -2.094850397199535053e+01 -1.438077848080111210e+01 -2.008338887225376368e+01 -1.067448600977755291e+01 -9.685109696194814433e+00 -1.143650690837067430e+01 -5.956714742075590152e+00 -1.735386023458950433e+01 -1.807244825386898412e+01 -1.172795000143979394e+01 -9.230459688037072397e+00 -1.317683024527438818e+01 -2.228908599905386723e+01 -9.744226456743732001e+00 -1.257844360127127459e+01 -1.269745807198731313e+01 -1.352424869169546184e+01 -1.210750433240465895e+01 -5.243868925440168027e+00 -9.394376706365477503e+00 -8.524516815880915033e+00 -2.302584865119384006e+01 -1.038487760798123816e+01 -1.521568459042308064e+01 -7.362856995012037942e+00 -1.239701197382002817e+01 -6.267911161640142836e+00 -2.702103990564481251e+01 -2.551210882512272349e+01 -3.057457970426527538e+01 -1.248166270803091038e+01 -2.303133546414242971e+01 -7.838772039996584340e+00 -8.272251666865614084e+00 -5.000037924080530161e+00 -8.054621496503671096e+00 -1.523084668476960246e+01 -1.348317288958958216e+01 -1.157407348863142715e+01 -2.973359427290915846e+00 -7.246270725273404878e+00 -3.798987517557819160e+00 -9.007051776617387873e+00 -7.831778315096158849e+00 -7.259628814270939756e+00 -3.088969693702736663e+00 -2.091436879319918773e+01 -9.760022506534824061e+00 -5.913225406050017341e+00 -1.132866874505610610e+01 -6.414234665034840077e+00 -1.142879358114798549e+01 -1.268443787535858291e+01 -1.266869151409929373e+01 -7.891511475355329708e+00 -7.136851741265857640e+00 -1.664090197106351354e+01 -1.565217086759764697e+01 -1.122308274025955654e+01 -1.138762968726605607e+01 -8.040604341482435302e+00 -4.105000081347284890e+00 -9.487386960496507982e+00 -1.234035942589569856e+01 -1.235915680585456755e+01 -9.022776647254715954e+00 -1.016664300829782519e+01 -1.062589978106467470e+01 -9.613589624709774739e+00 -9.559276258069971277e+00 -7.522771794895490416e+00 -1.854432501175006109e+01 -1.060510555671588406e+01 -1.120243434411894157e+01 -8.605972995966695294e+00 -1.106467431529110002e+01 -1.696444048000968507e+01 -2.743855196611727365e+01 -5.266437414049235599e+00 -1.274257827349794070e+01 -2.743855196611727365e+01 -3.888575513978366871e+00 -1.333454111342773274e+01 -1.735391432485886298e+01 -2.439703119334103576e+01 -7.635421687076387798e+00 -9.512892717596088232e+00 -1.479450141126969243e+01 -2.054393528933735524e+01 -6.817710439432559610e+00 -6.801472939852530430e+00 -5.728230368451349364e+00 -7.638628172273413952e+00 -8.069844267850811548e+00 -1.530941002096558634e+01 -7.888749729938638211e+00 -5.460722761871551256e+00 -1.722873894158810515e+01 -1.368038312969098058e+01 -1.076082146450285393e+01 -7.101162996436386265e+00 -1.544989871187335950e+01 -1.030353242441435668e+01 -1.328188083949677889e+01 -8.156743420290808899e+00 -1.881051969689528391e+01 -1.537977602590254378e+01 -1.420715364052473717e+01 -1.093610661779621296e+01 -6.547211594300904380e+00 -1.184514199867793138e+01 -8.889912434204333636e+00 -5.626363969268737719e+00 -1.072076823751088170e+01 -1.760789801168148472e+01 -1.523141624341329248e+01 -1.224738603243437751e+01 -3.707317291239291990e+00 -1.373118477843630103e+01 -1.090325212374747821e+01 -1.216612974665686409e+01 -6.839686540371801016e+00 -8.808230889221334792e+00 -6.192085411869669542e+00 -1.031772810605444590e+01 -3.723750535479553037e+00 -7.125144173526557267e+00 -2.605588822166586738e+01 -1.845633016771803625e+01 -1.106389544677638526e+01 -2.178561333732861272e+01 -6.821872124370031543e+00 -7.840070743108526585e+00 -1.464954131978423391e+01 -1.026429279291963326e+01 -9.915065264172994830e+00 -1.031163649607260879e+01 -2.098926571502144611e+01 -1.342480442061925316e+01 -4.364765006848287499e+00 -8.816794608745567530e+00 -4.540912933316249678e+00 -8.683025410465447180e+00 -5.781830134374686736e+00 -5.107728018784840174e+00 -2.696768732456077089e+01 -1.257578853214202752e+01 -6.189768304141352928e+00 -2.546670144834477867e+01 -7.117918105599656542e+00 -1.376029600489444249e+01 -2.035282187355382177e+01 -9.636984388628391685e+00 -1.814865574207678378e+01 -3.549401607420463733e+00 -3.387161874638887582e+01 -4.730521542864067897e-01 -2.430444588250739457e+01 -1.485630499868408094e+01 -2.523659701010407730e+01 -7.813650156917148593e+00 -1.446389707998228857e+01 -1.893937780579474861e+01 -6.784019914247053862e+00 -1.287810993744012933e+01 -1.001042497373940421e+01 -1.207990945336007371e+01 -6.015913557956892532e+00 -1.221609424314584658e+01 -1.458359450096912724e+01 -1.332976202285934164e+01 -9.222054047584691716e+00 -6.446704327091183018e+00 -3.406746474481647624e+01 -7.310877411973933704e+00 -8.887884639499887385e+00 -1.424458922640977221e+01 -8.548527551057858886e+00 -1.619029387850348201e+01 -9.718304462753124540e+00 -5.202259026834397559e+00 -6.614486920976673900e+00 -5.008736896290457707e+00 -1.166786269925140118e+01 -2.507058535124404841e+01 -1.352938316250023831e+01 -1.052067783283969504e+01 -9.760218532292768145e-01 -1.292075081314966667e+01 -8.515292407772534489e+00 -5.889037190742286043e+00 -6.738621352478460835e+00 -3.049887320084593512e+00 -1.237859153463928408e+01 -1.625496277735696538e+01 -5.552758123641780230e+00 -1.567901549300371755e+01 -8.902716118221732700e+00 -6.501288683097357080e+00 -1.369598909957750266e+01 -1.355712886217219193e+01 -1.524880671986308300e+01 -2.060119436980799890e+01 -1.037617394883922373e+01 -2.251357094513329571e+01 -8.254184448780037542e+00 -7.601757234856350465e+00 -5.604044249235400343e+00 -7.965381691512504858e+00 -1.085321917630133726e+01 -6.949223890766774048e+00 -1.420354328333748128e+01 -1.958754107356118368e+01 -1.265937737080041359e+01 -1.603412195103609861e+01 -5.384970810049942713e+00 -4.933266606297010526e+00 -5.008736896290457707e+00 -1.472588792009018732e+01 -1.217638262148265937e+01 -6.638750083405852820e+00 -1.050140363001268895e+01 -1.224615889191677809e+01 -9.688268105646585582e+00 -1.316360696129623875e+01 -5.122455033594249585e+00 -9.669642871826553687e+00 -1.013243445842239510e+01 -8.092263855856032251e+00 -5.367414304209013665e+00 -7.069444178220855690e+00 -1.515762792871692000e+01 -1.494984633682625486e+01 -1.004573752201410741e+01 -1.957083777974027328e+01 -1.060731525676247600e+01 -1.235474075126225557e+01 -8.274593085701937412e+00 -9.131174302634477158e+00 -1.216677291399642513e+01 -1.785717664207865596e+00 -1.667113706089503467e+01 -6.283482362237862162e+00 -9.962204371786327783e+00 -1.420715364052473717e+01 -1.837510421373478664e+01 -1.274592618664827626e+01 -8.555641609594161423e+00 -1.294559020176777153e+01 -7.267239917304451069e+00 -6.526045960594274220e+00 -8.503593736740313602e+00 -6.251188261271309443e+00 -9.186751038494520571e+00 -9.066447210571197957e+00 -6.926119599379980230e+00 -8.267117146667800398e+00 -3.561456857657699970e+01 -1.854766984267517671e+01 -7.460163329149580136e+00 -2.497861438018530578e+01 -9.954700316330701071e+00 -1.670422269072420818e+01 -9.794586115916175117e+00 -5.630397779634236599e+00 -7.867481513486950462e+00 -1.141731308842088310e+01 -9.722638346364121276e+00 -1.136318704201028140e+01 -2.213672827706807311e+01 -9.923354808728163334e+00 -3.104644279516942618e+01 -1.255397983403480566e+01 -1.046983022816917241e+01 -7.467268750900331042e+00 -2.373989656103144341e+01 -1.730877896374167335e+01 -1.203713071957275815e+01 -1.062589978106467470e+01 -1.222650630147906270e+01 -1.423784133947579278e+01 -8.946857128524811742e+00 -1.928991779121975014e+01 -1.304609143118072723e+01 -1.352424869169546184e+01 -1.740067507038159533e+01 -6.828575424708091646e+00 -2.031380773752975699e+01 -3.546064256415078830e+00 -7.584373921555766174e+00 -9.159248892254382213e+00 -1.168770346917459335e+01 -1.146057543400213774e+01 -1.669926748562905061e+01 -3.876031328324089031e+00 -1.295239324946564352e+01 -1.171224785107376931e+01 -1.557991384070585639e+01 -1.868487434509671630e+01 -1.492973511021068589e+01 -2.251357094513329571e+01 -1.564523131307642245e+01 -7.187671491110862121e+00 -1.176120405737275121e+01 -8.845963559947136901e+00 -1.393125118018950559e+01 -8.094127869485035376e+00 -1.468604642560814000e+01 -1.475218423120611533e+01 -1.333866477793387162e+01 -3.662260075250792113e+00 -1.884132390737501339e+01 -6.263467277193896621e+00 -1.104031057518457715e+01 -4.320534064278618303e+00 -8.306912898714514881e+00 -8.120490099072100065e+00 -6.198820712298825697e+00 -1.740546364399547485e+01 -1.366409574117085413e+01 -1.055945305920002397e+01 -7.340142698001884014e+00 -1.042122784798490898e+01 -1.320503083530358879e+01 -1.245523036032311381e+01 -3.498648019487347938e+00 -5.452464743889642307e+00 -1.849205135241449227e+01 -1.772931724250125285e+01 -1.677680451803298922e+01 -5.643397438066543259e+00 -1.112944464738333750e+01 -1.031163649607260879e+01 -1.321953557488018305e+01 -1.115071778395483193e+01 -8.599757747763149496e+00 -1.005181132899465979e+01 -1.000288902142986558e+01 -1.159612330484189613e+01 -1.502133545200945264e+01 -2.567825075305634641e+00 -1.589511391659223705e+01 -1.498902578606376323e+01 -1.267032879396103340e+01 -7.954614226261526255e+00 -1.071667997507478276e+01 -6.350324842917729029e+00 -1.977480253215919959e+01 -1.355282135254174136e+01 -1.005975056478027341e+01 -1.234534914889677282e+01 -1.439694314950102694e+01 -2.078147903608680735e+00 -1.244238936023216979e+01 -7.647166958512556789e+00 -1.040669110055827673e+01 -9.060023623246522106e+00 -2.211995969795435713e+01 -1.152958768615650342e+01 -1.991209640503205947e+01 -1.459542361440030334e+01 -8.125808020032110335e+00 -7.541323422394484055e+00 -1.046174296711139107e+01 -1.313521210404444162e+01 -1.271510016208942773e+01 -2.067106769265159016e+01 -1.638828424980341936e+01 -1.259141516880008282e+01 -8.345276030705761627e+00 -2.042115142671920580e+01 -2.040796202061616782e+01 -1.293511972042915659e+01 -7.078160511132153943e+00 -8.817225273156452658e+00 -6.459266671628455470e+00 -2.975646143080705031e+01 -8.686873119333327509e+00 -1.331593172896197075e+01 -1.116483989831307611e+01 -9.037916097040294972e+00 -1.158142106053745124e+01 -8.332986758459981047e+00 -1.177068938199022341e+01 -1.598968064943909440e+01 -2.103229334350466218e+01 -1.397147315915044885e+01 -1.903993940364024695e+01 -1.587598943512777794e+01 -9.709786063564564529e+00 -7.228056394541823693e+00 -4.938183699635075641e+00 -7.847223991622286121e+00 -1.605889427328195040e+01 -1.497770066252205368e+01 -1.938390518496889570e+01 -5.000037924080530161e+00 -1.893814497764161331e+01 -8.146629449129264344e+00 -5.547738680176735215e+00 -4.725203473493962747e+00 -1.425603232703788592e+01 -1.230313299776885572e+01 -2.302584865119384006e+01 -1.936246119768301810e+01 -1.037774510960112195e+01 -8.864925397420151398e+00 -1.152857504404251188e+01 -1.182116013824830247e+01 -2.190438507652805811e+01 -2.190438507652805811e+01 -1.988569242626553546e+01 -1.157981026191576746e+01 -1.541292381079499307e+01 -5.792467715730197142e+00 -8.596043969950102337e+00 -5.051294441876393648e+00 -1.091209445057079108e+01 -1.218892758573637991e+01 -5.475206234364023317e+00 -6.876715833621219076e+00 -1.078404879523206716e+01 -1.056359382905660027e+01 -1.122410428128293347e+01 -1.406970630016952839e+01 -7.172443215236398828e+00 -1.101646965908325626e+01 -6.218810025424772903e+00 -1.381303086741472441e+01 -8.460524980880009593e+00 -2.190762713003790907e+01 -1.442939596604541919e+01 -1.078642406356156869e+01 -8.018446954755390266e+00 -8.610108471420588216e+00 -8.230500024394061143e+00 -1.358257889981425137e+01 -3.875058802296990734e+00 -4.732355898220461654e+00 -2.031017526945508678e+01 -1.200122303311093219e+01 -9.476817100416425887e+00 -9.639697573851023549e+00 -7.823291125719762817e+00 -8.076261877317264748e+00 -9.614924842447479136e+00 -1.827980400545897055e+01 -1.985740954119862067e+01 -1.900788984360703182e+01 -1.491414925514835943e+01 -1.289269438274220647e+01 -1.833631998762716364e+01 -9.933704804786103182e+00 -1.578737232725906381e+01 -1.431345486566625880e+01 -8.392404073280417265e+00 -6.616815904209488508e+00 -1.992312810050229643e+01 -4.324683507126920290e+00 -9.465684180746066545e+00 -6.843629472574420447e+00 -1.657369794767963356e+01 -9.972836488918389364e+00 -9.427154066431043589e+00 -1.157407348863142715e+01 -1.462096844795954098e+01 -7.853798864254684986e+00 -1.312745208969839439e+01 -1.028648235292943980e+01 -1.276078963877515093e+01 -1.652542345128769341e+01 -1.005418837009044353e+01 -1.517182664838689732e+01 -6.403876773532616085e+00 -5.917568783847158898e+00 -3.387161874638887582e+01 -1.327056487726585488e+01 -1.330731066849078559e+01 -7.470628346036960465e+00 -1.407307838590165261e+01 -1.315127524133994541e+01 -1.461906287577663477e+01 -3.654407304660992395e+00 -1.761584199729455236e+01 -7.331415414622156845e+00 -1.352424869169546184e+01 -2.117233846035563261e+01 -7.268573579497640935e+00 -1.007805617127270637e+01 -1.929798254023214099e+01 -1.207950475289698034e+01 -9.098721152822577096e+00 -1.988808227573561282e+01 -1.762793637765643950e+01 -1.457995814583171068e+01 -5.701864067379958101e+00 -7.056261569507313425e+00 -2.023951079615623883e+01 -1.251830773428271470e+01 -1.244919955372076004e+01 -8.263252038826848889e+00 -2.004630552907559604e+01 -6.988318110216553691e+00 -1.158379367215592026e+01 -1.132899457955402056e+01 -1.199179478098895402e+01 -1.491601400538630173e+01 -1.092799930959070309e+01 -3.405735095653784583e+01 -6.961332676947719733e+00 -9.820241629195081146e+00 -8.687486514628730561e+00 -1.079716632387500397e+01 -5.231490385045560743e+00 -4.041848426788348547e+00 -1.091829660872259922e+01 -5.008736896290457707e+00 -1.070003201744867738e+01 -8.563926329589548914e+00 -1.374648158857129943e+01 -1.675791592688099740e+01 -1.078551847678048148e+01 -3.342913583541827904e+01 -1.133352142595622070e+01 -1.662112489352442424e+01 -1.004756246627647442e+01 -6.899374956075263299e+00 -6.596404599977702787e+00 -1.418468110240040403e+01 -1.189754590133762235e+01 -6.795461744058371778e+00 -3.387161874638887582e+01 -1.117028620643969816e+01 -8.241234281287532326e+00 -2.460225335355188747e+01 -1.085075581519548393e+01 -1.462076656329692526e+01 -7.492806076460936993e+00 -3.392068896858290827e+00 -4.052250197262253550e+00 -1.368596655020088804e+01 -1.059923266471821535e+01 -6.008535240188308535e+00 -1.225643143498680843e+01 -1.342361125816127299e+01 -2.877798869090783285e+01 -1.089934528674568526e+01 -1.214862004461966194e+01 -1.954040390940012628e+01 -1.654945654164738755e+01 -1.317924485126567902e+01 -1.102466390635586890e+01 -1.471340268377403504e+01 -1.112714239034252728e+01 -1.352424869169546184e+01 -2.498117286090901246e+01 -1.433711643184707896e+01 -1.051607425695334541e+01 -1.536472869918580386e+01 -1.541502216001961756e+01 -1.424929910705270686e+01 -1.595042255981084622e+01 -6.285232483173800233e+00 -4.957147538710117374e+00 -1.252737919025773294e+01 -1.470941438616948460e+01 -6.419595208690722643e+00 -1.173755112303562953e+01 -1.153685025135315811e+01 -9.056245406071255388e+00 -1.281268124780375217e+01 -9.707646353839379572e+00 -2.901619778683826212e+01 -9.463047615797421486e+00 -8.742632658635258736e+00 -7.795623752965866515e+00 -1.793999735569593668e+01 -2.405628039208195901e+00 -2.153908742733632664e+01 -3.448903386754267331e+00 -1.011494583157198690e+01 -1.535983750747247711e+01 -1.354167941860340818e+01 -1.023843805658796668e+01 -4.572034384753962399e+00 -2.239248839948815828e+01 -7.397577750315946332e+00 -8.260330356100766380e+00 -6.251188261271309443e+00 -1.411807542331246168e+01 -1.521452865345703742e+01 -1.040223871795878097e+01 -1.073477998065283145e+01 -7.579571297741310332e+00 -3.678080640973647064e+00 -9.155439190749817158e+00 -1.451424077577468097e+01 -1.114867775451227772e+01 -2.318046606135895615e+01 -1.579250975329937035e+01 -1.575119370196478030e+01 -7.965381691512504858e+00 -1.988808227573561282e+01 -4.011872345697256037e+00 -1.097450541280623781e+01 -1.288337803080480626e+01 -1.714160381744510175e+01 -1.960583333883177204e+01 -1.101898809929748779e+01 -1.322961862337220396e+01 -1.107706768630664840e+01 -6.024512553841503859e+00 -7.698220602198404094e+00 -6.384441319004437787e+00 -9.436087067801750550e+00 -1.123103545574868178e+01 -7.155608747739378828e+00 -5.435878446417603982e+00 -6.836404733467503547e+00 -6.027060096850746618e+00 -1.110635997118586715e+01 -1.057121837351721183e+01 -3.019968993623230347e+01 -9.236390192261197285e+00 -7.969421956523049744e+00 -1.273651486020885670e+01 -1.765161851304596041e+01 -1.125094448072178466e+01 -1.617409186946322563e+01 -1.863334733362943041e+01 -1.135410359982218154e+01 -1.997688453289788413e+01 -2.513568074196797397e+00 -1.263024732262843486e+01 -8.910661144084528473e+00 -4.498740278363456468e+00 -7.165659811175316918e+00 -1.648206183187431861e+01 -1.464954131978423391e+01 -8.646329616639732762e+00 -1.458148530195346382e+01 -1.119808134734800831e+01 -1.353448039881939735e+01 -1.778453997927796593e+01 -1.740966693083009886e+01 -6.560608414473023231e+00 -8.664900573771973313e+00 -7.159048298976856017e+00 -1.502070313580242100e+01 -1.044411046157665623e+01 -2.729542176117206509e+00 -5.253378773308412519e+00 -1.361432041608287591e+01 -9.900732273616881685e+00 -6.956842015646344635e+00 -1.064780628401305762e+01 -1.149591036405034572e+01 -1.147473757833994057e+01 -8.073050676030774753e+00 -1.826242282670314410e+01 -1.699971380305369451e+01 -1.766633468988742095e+01 -1.207990945336007371e+01 -1.072735907086375562e+01 -1.268587228805675693e+01 -1.110661829371412068e+01 -2.077478695124706576e+01 -9.547983705560170620e+00 -1.880187541926095207e+01 -1.863500551489318013e+01 -1.221834991661327763e+01 -1.276532714487163389e+01 -1.722637030675180370e+00 -8.525961104655991107e+00 -1.396038145038539824e+01 -1.848334828768997795e+01 -1.208551998459780918e+01 -1.003745062346499139e+01 -1.545073248015884815e+01 -6.375350891250363361e+00 -5.459566318642487204e+00 -1.437168643417491865e+01 -1.352145758979901302e+01 -1.138172385519004592e+01 -1.464954131978423391e+01 -1.271530380758059664e+01 -1.265150215093231623e+01 -8.274270994203902774e+00 -1.309677318506375343e+01 -5.838919987262144673e+00 -6.131394842407487999e+00 -1.202318739008572379e+01 -1.321464995451765390e+01 -5.625953514963370594e+00 -1.664837237583427054e+01 -3.881373790758239295e+00 -5.701864067379958101e+00 -2.871633020039115536e+01 -1.368249185882480390e+01 -1.969661424164459618e+01 -1.753369164697080862e+01 -9.552473801942866771e+00 -1.093416321325736362e+01 -2.798894428784227273e+01 -1.778453997927796593e+01 -1.993089847696126071e+00 -1.520961918589711104e+01 -7.053782154391853965e+00 -1.792403824641881727e+01 -1.075409832281310685e+01 -3.827131740423780570e+00 -1.203609068606645849e+01 -1.748805492995262512e+01 -3.387161874638887582e+01 -1.124651840329759978e+01 -8.691332714518935632e+00 -1.908512680331794797e+01 -1.893814497764161331e+01 -2.032238777853979173e+01 -1.148805081300861275e+01 -1.492985498184673077e+01 -7.803066382113954091e+00 -3.031388224300869183e+00 -1.168316589893848345e+01 -1.070003201744867738e+01 -1.279031156579641504e+01 -1.195221061271581675e+01 -1.131160091826171765e+01 -1.172680345361429488e+01 -1.522201094914680652e+01 -1.230830885945729847e+01 -6.300519743721551436e+00 -3.881373790758239295e+00 -1.273393447765280939e+01 -4.589286652855435023e+00 -7.751603267039428147e+00 -6.838914370816652877e+00 -1.039545128978078026e+01 -1.964327060695941896e+01 -1.084791370195864602e+01 -1.231853391618061266e+01 -1.619769824214949949e+01 -1.174425711172916920e+01 -8.650761010173980026e+00 -1.322061113296472001e+01 -1.792175625132516359e+01 -2.964880353752917586e+00 -1.475218423120611533e+01 -1.194731073327754700e+01 -3.369666359194484073e+01 -2.299069118468875672e+01 -1.368596655020088804e+01 -2.388055720635560419e+01 -7.509266062175655065e+00 -8.195979175163799368e+00 -3.346458197279090996e+01 -5.559534888458429691e+00 -1.363657905586025265e+01 -7.893343056627756482e+00 -2.743855196611727365e+01 -1.495035464175774109e+01 -8.887072178166306458e+00 -7.456389252523507594e+00 -1.685382970512782208e+01 -1.064532469775588197e+01 -1.576696908755326376e+01 -1.040874329372685736e+01 -1.896956186751052087e+01 -7.152816778290883803e+00 -1.335352332920862750e+01 -2.080596917770125742e+01 -1.118730665506221555e+01 -5.974415161029241972e+00 -6.037404712286729591e+00 -2.128621535474572113e+01 -9.912997932548407221e+00 -9.273939958253009763e+00 -1.246120249615543685e+01 -1.242733653020039242e+01 -8.218951233445238813e+00 -1.815608669654081098e+01 -8.626568505357056438e+00 -2.605588822166586738e+01 -1.618775107468020735e+01 -2.114583459649250585e+01 -2.388055720635560419e+01 -2.560581266827972513e+01 -6.746490598591122989e+00 -2.087104848919237554e+01 -1.330365621642437191e+01 -1.190085348062262938e+01 -1.300574777265299531e+01 -9.159084533039390408e+00 -9.992868762011852368e+00 -1.420665053122989718e+01 -1.271510016208942773e+01 -1.000523692159102040e+01 -2.134516710508992787e+01 -1.507550641967065985e+01 -9.401906553488686313e+00 -1.449743650355411262e+01 -1.307383066699621565e+01 -1.109990057760715843e+01 -2.340041820547074281e+01 -1.188902041104704210e+01 -1.171968668097406407e+01 -2.063378582037807973e+01 -1.269341867427139903e+01 -7.000340328836813342e+00 -1.339749012121801286e+01 -1.492832237067283074e+01 -1.274502826882201134e+01 -1.451442510775935091e+01 -4.938183699635075641e+00 -1.003929090828107462e+01 -4.478463304754114915e+00 -9.538159779285621198e+00 -1.041993599759423716e+01 -1.417275981674531238e+01 -1.018171361154300314e+01 -9.152958564784995588e+00 -1.819824614875521718e+01 -1.595504153867075559e+01 -6.414234665034840077e+00 -1.387584149531730304e+01 -5.438220182506228184e+00 -8.873844543866624690e+00 -6.024989121363518052e+00 -1.368596655020088804e+01 -2.743855196611727365e+01 -1.532576704665635248e+01 -2.314920086513218678e+01 -1.074315007318747917e+01 -9.043648146280403921e+00 -6.218810025424772903e+00 -6.251188261271309443e+00 -7.558173439292602325e+00 -1.973916602066540804e+01 -1.368596655020088804e+01 -2.039309040971085096e+01 -8.683025410465447180e+00 -1.438939582200268319e+01 -6.943265642666546000e+00 -6.931431284029613948e+00 -7.161190795753199723e+00 -7.863672952466657762e+00 -1.433711643184707896e+01 -2.227416988334509540e+01 -1.490915628926019565e+01 -3.805371101640233178e+00 -5.505592238123455218e+00 -1.978273921878938779e+01 -1.352986318412482092e+01 -1.281975941989132650e+01 -1.126395621769785294e+01 -8.489767641864503389e+00 -8.239777082492736326e+00 -1.560558972722061810e+01 -2.012047603171990318e+01 -7.685088051430000178e+00 -8.365326918375899368e+00 -9.517816525482160728e+00 -8.751395528525719669e+00 -1.469957314251719538e+01 -3.599685721554180873e+00 -1.638837605935026431e+01 -1.978283763570176745e+01 -8.260330356100766380e+00 -8.916195065256374619e+00 -1.945529696241311512e+01 -2.190720756699244021e+01 -1.032439806897635037e+01 -1.800286913346435824e+01 -9.377118255743496888e+00 -1.137501082432443411e+01 -1.227691548784628139e+01 -3.387161874638887582e+01 -1.670371654299935926e+01 -1.809993600078868781e+01 -1.032411047307381580e+01 -6.156332550406787618e+00 -8.204399984711017169e+00 -1.012348291404910583e+01 -1.473777505321096726e+01 -6.532994371952256074e+00 -1.714070044686634731e+01 -7.055619369920549389e+00 -1.438943900907618456e+01 -9.408962999439424379e+00 -1.926556517766132970e+01 -5.420316540839024810e+00 -1.522380068403451503e+01 -9.034359464324637656e+00 -9.812526224031884681e+00 -4.859545872178131276e+00 -7.786809955551291296e+00 -1.112648070771450648e+01 -1.528390144468517065e+01 -1.259818576541132984e+01 -1.204341223689044682e+01 -1.625976893992049099e+01 -6.815048274214483115e+00 -9.416789314804390187e+00 -4.360618374272107189e+00 -9.892182076595645412e+00 -1.207702805647804212e+01 -1.067686823896860915e+01 -1.305948151018492354e+01 -1.730877896374167335e+01 -7.649733060498761006e+00 -8.012634838234674817e+00 -1.491977503651473569e+01 -1.513091730412716629e+01 -1.727234516563883915e+01 -1.884061065803348356e+01 -3.766568030344556917e+01 -9.022606301230354120e+00 -1.777527705137805469e+01 -1.652624375728808559e+01 -1.243443080644709653e+01 -5.695962663327961195e+00 -5.853939774769997939e+00 -7.373003690507758279e+00 -8.824726229560170054e+00 -1.010288020190390057e+01 -3.717565686205801967e+00 -1.377665400703725140e+01 -1.140435380291893352e+01 -1.278559070797533082e+01 -6.371689332183777310e+00 -1.830091317777937832e+01 -2.774519951168663567e+01 -1.128772519732576995e+01 -8.675188612342694228e+00 -5.575180346885943550e+00 -1.098414069483813194e+01 -4.077552019190619603e+00 -1.354355259809314305e+01 -1.445977860771951384e+01 -1.188152109593363548e+01 -2.179900798759717873e+01 -7.486454139946374653e+00 -8.677163377784935960e+00 -8.855521591960922478e+00 -2.152055569020573955e+01 -5.247562881529248102e+00 -1.900884558212608511e+01 -9.745472479167858637e+00 -1.950216383068422488e+01 -1.310972408655004529e+01 -5.168228679628967370e+00 -1.903476237177481778e+01 -8.739004747828218456e+00 -1.082074021185660229e+01 -1.652542345128769341e+01 -1.099307920337963651e+01 -6.749460952829039684e+00 -6.510981633529183910e+00 -1.500796774097997854e+01 -1.001287375591388695e+01 -5.624957468213096945e+00 -8.173551301646156730e+00 -1.468947233219951443e+01 -1.257370676701850698e+01 -1.452062569020333171e+01 -1.249031889780118831e+01 -1.021112862963370560e+01 -6.010799867020679699e+00 -1.264889082660086217e+01 -6.531663527810181336e+00 -8.368935621212912679e+00 -4.663065669624657517e+00 -1.871291989958642432e+01 -1.216707630884828006e+01 -5.580865982948481019e+00 -1.057151824184889222e+01 -9.645246781215107035e+00 -6.735666422478288951e+00 -1.032941217674331824e+01 -1.267955844178820257e+01 -5.435878446417603982e+00 -2.190438507652805811e+01 -9.125212416593186049e+00 -1.102991528372587027e+01 -1.589511391659223705e+01 -5.794683754189051683e+00 -2.729114926884467707e+01 -6.850782022956721562e+00 -1.505776213799158825e+01 -1.666400302871728911e+01 -3.612718563533860561e+00 -9.977854127004988527e+00 -6.814475088630686628e+00 -1.545979561477136599e+01 -2.504460476950106340e+01 -2.312471460558002434e+01 -5.701864067379958101e+00 -1.002451396336995515e+01 -2.605588822166586738e+01 -1.676088408555342824e+01 -1.017464548624300846e+01 -1.174912004186778347e+01 -7.101884876729656071e+00 -2.023645990343896983e+01 -2.015515779484904613e+01 -5.386762648292346967e+00 -1.198733312552894859e+01 -6.315010308997344168e+00 -5.730972666380282021e+00 -1.446377029707267070e+01 -1.327056487726585488e+01 -3.387161874638887582e+01 -8.423310827866558270e+00 -1.445169576993198746e+01 -1.337171324530368111e+01 -2.849466672208961882e+00 -1.159372920529460771e+01 -6.692709595984325688e+00 -1.217117057225900112e+01 -8.555239437295782068e+00 -1.722800789742913707e+01 -1.359023577551120354e+01 -5.202604007608087500e+00 -7.116692833927402262e+00 -1.018433112318490430e+01 -1.222572243936701852e+01 -1.099249690296994686e+01 -1.764452589373452440e+01 -9.973793020888152228e+00 -6.370032199410445628e+00 -1.484766677995602890e+01 -7.953893176460425707e+00 -1.565025401934056504e+01 -8.699801116446337801e+00 -1.199368492678850373e+01 -6.918445338678509415e+00 -6.616461905131785670e+00 -1.061271078353502162e+01 -1.185182059159468793e+01 -1.560462370011403266e+01 -3.574690648026134454e+00 -4.701051546462849728e+00 -1.470739760436551080e+01 -7.133983974497610347e+00 -4.575272794820378408e+00 -9.038512865836395349e+00 -1.160429503385516625e+01 -3.671793646006136669e+00 -9.638678639268064785e+00 -1.066051697523707276e+01 -4.508075141172000144e+00 -1.982051825099844677e+01 -1.286348501351889695e+01 -1.117971891908513271e+01 -8.499886927151763416e+00 -1.129979408641207783e+01 -1.241767125599270116e+01 -4.912824959492922972e+00 -1.355040195252036028e+01 -1.129304585308578623e+01 -7.716838768109852253e+00 -1.812307127763560288e+01 -1.356427511861687663e+01 -1.195982129767645574e+01 -4.873366980038085217e+00 -6.344956603403346662e+00 -1.452877368315996875e+01 -9.416928332647501065e+00 -8.365326918375899368e+00 -3.184841539831209900e+01 -5.839262199081503013e+00 -9.459067370497024285e+00 -2.298326587025066203e+01 -1.275330553240247866e+01 -1.959572232443814244e+01 -1.060437011506498095e+01 -1.222970026787041320e+01 -3.598051788627373071e+00 -1.855262338206213713e+01 -1.648538709736442343e+01 -1.510930280245564461e+01 -1.193313240017143073e+01 -1.040160721035456959e+01 -1.275565541248143120e+01 -1.102854917185304373e+01 -1.310629931662789716e+01 -1.318480590351305182e+01 -1.264861562134677797e+01 -5.529548702529226034e+00 -1.070003201744867738e+01 -5.244184223380514709e+00 -2.090816396362608032e+01 -9.749945396780717033e+00 -3.387161874638887582e+01 -4.247986090495217582e+00 -3.810942474005059921e+00 -1.500118555716200319e+01 -1.272925304795647605e+01 -8.345773547966786055e+00 -6.218810025424772903e+00 -8.473749209927902371e+00 -6.987577544653163386e+00 -6.256098517332290498e+00 -5.309892579172554861e+00 -1.075709313195038419e+01 -5.501986644559067940e+00 -7.584943188275403259e+00 -1.490816519882609725e+01 -7.803066382113954091e+00 -8.386187679609264478e+00 -9.018134277782792196e+00 -9.486099943978459237e+00 -1.949855021919803733e+01 -5.939666750301199727e+00 -2.172732947110316104e+01 -1.193588973341300630e+01 -3.553810619733303611e+01 -1.062589978106467470e+01 -1.059520419564357496e+01 -6.553925715348000836e+00 -1.535761655613748644e+01 -1.608024331090183523e+01 -3.255441360706129217e+00 -8.453699697643585864e+00 -7.446674227718702355e+00 -3.387161874638887582e+01 -1.002602050913183973e+01 -1.047575959743009832e+01 -1.458265016150532745e+01 -1.067839509385133567e+01 -2.877798869090783285e+01 -1.386862859666372572e+01 -1.010880658886419781e+01 -6.012393946895571162e+00 -1.345023680980955305e+01 -1.890623389064080584e+01 -1.062102535807095194e+01 -8.640254395187767500e+00 -9.227867246427109649e+00 -1.948489005950619912e+01 -1.932970698181591729e+00 -2.159526726996722346e+01 -1.636225742581659404e+01 -9.529556415146615223e+00 -1.878350680900508962e+01 -8.270919855229820428e+00 -2.819440183710155168e+01 -1.817113768628139781e+01 -1.647348249424844369e+01 -2.605588822166586738e+01 -6.904247855240555509e+00 -9.480199098516550293e+00 -9.904182503303701424e+00 -1.533152062825935502e+01 -1.325527811114299936e+01 -4.770818839778456777e+00 -2.176042382365434946e+01 -1.261062072031072034e+01 -1.207086628276266538e+01 -4.287986318327355661e+00 -1.741723196791821238e+01 -5.126340211585855400e+00 -3.295076765196751012e+01 -1.903603832326669476e+01 -1.167072247208848523e+01 -1.036889839680998193e+01 -9.284949702714285991e+00 -8.235146171039417595e+00 -1.826242282670314410e+01 -1.455839088784158264e+01 -7.972577499160564685e+00 -1.472462242105098085e+01 -1.656402221573002009e+01 -9.738433392950256007e+00 -6.337216648284694998e+00 -5.297082930307695392e+00 -9.417490295411823809e+00 -1.854943921320271727e+01 -1.910155799465732684e+01 -1.637734602151296315e+01 -8.427334751675289226e+00 -6.258346608754308704e+00 -1.287727933492489285e+01 -1.527729843144868482e+01 -5.970995725244080177e+00 -1.103828712275969792e+01 -1.721121919551592327e+01 -2.582869563271370339e+01 -1.220868337672868620e+01 -2.026107740756299336e+01 -9.184363622077071909e+00 -2.190438507652805811e+01 -1.003744858984197208e+01 -1.905997731998681388e+01 -6.428591611342753254e+00 -6.218810025424772903e+00 -8.260352371135724070e+00 -1.662177636340682341e+01 -2.555663220162678329e+00 -1.237567665031866682e+01 -1.893814497764161331e+01 -1.663162636885070356e+01 -1.743168984715714487e+01 -3.416385321315118517e+00 -9.150848376050049637e+00 -1.363096495894804150e+01 -9.257752977064782840e+00 -8.441381377436414368e+00 -1.093787457231391613e+01 -1.167016954029816134e+01 -8.202311076682804014e+00 -5.915622729526688772e+00 -8.889448161718021879e+00 -2.412782450921703514e+01 -1.062102535807095194e+01 -1.149591036405034572e+01 -8.699009189023385602e+00 -1.142879358114798549e+01 -9.520875258877694591e+00 -1.591165387505786555e+01 -3.158160052675758322e+01 -8.888101530291777408e+00 -1.324455117787684344e+01 -1.086332036858919992e+01 -1.769556275046009830e+01 -3.464175696368442914e+00 -1.199929379449396549e+01 -9.463047615797421486e+00 -8.964315879266379739e+00 -6.817462779651194182e+00 -1.340538999035581469e+01 -1.499970633238618234e+01 -1.488250804726160936e+01 -5.302458287048779084e+00 -2.351429333557568668e+01 -6.420099164659632152e+00 -5.326227418966723803e+00 -1.133533377326288871e+01 -5.855292344039241925e+00 -9.316840357841030595e+00 -1.291747137146361979e+01 -1.196653294754609931e+01 -1.563294893990151024e+01 -1.659891514430013615e+01 -1.379380924945489539e+01 -9.997448118211593737e+00 -1.287602883347486227e+01 -6.646651587508074499e+00 -1.369837209782825482e+01 -1.552101896005942194e+01 -4.938183699635075641e+00 -9.441315775122063769e+00 -6.912269858439032078e+00 -2.256225973808088270e+01 -6.471238664260468454e+00 -7.448867047451074086e+00 -8.041551920112681273e+00 -1.863500551489318013e+01 -2.028080464725329080e+01 -1.384654887908297383e+01 -4.009564490522066649e+00 -6.414234665034840077e+00 -8.709660400921322321e+00 -5.135910515543812949e+00 -8.967039947797218247e+00 -1.452362234690700404e+01 -7.340929997681044483e+00 -1.060334668136496816e+01 -2.246020307654345061e+01 -5.870469948560156581e+00 -1.285123079851611294e+01 -1.067855142371003296e+01 -6.635173742212217007e+00 -9.859592582647039194e+00 -4.740983645957342674e+00 -1.134123896184051716e+01 -1.310701619288124675e+01 -9.287860285747342459e+00 -1.952985549900411399e+00 -1.131009903566203434e+01 -1.823454545861117992e+01 -1.053079832140871019e+01 -5.737301990369843452e+00 -6.798834257573673767e+00 -2.144097281301561964e+01 -5.486073069836393756e+00 -1.369928987493386785e+01 -1.248808136641319777e+01 -5.726262992304583577e+00 -2.211759152056146149e+00 -7.221407422542995391e+00 -1.709651564962958048e+01 -1.690560223108678883e+01 -1.504189221658641884e+01 -4.617863823312589489e+00 -7.867328384791065332e+00 -1.040277119293178032e+01 -9.733929937472240113e+00 -8.365326918375899368e+00 -1.545531664910963343e+01 -1.470015942857598645e+01 -8.923396387500915239e+00 -1.738024162004364825e+00 -7.566157852895329938e+00 -7.084504855382917299e+00 -1.882837129574598123e+01 -1.177906384783139515e+01 -8.545636753532818375e+00 -1.730877896374167335e+01 -1.314523653597979092e+01 -3.372217148110465246e+00 -8.686504654920810253e+00 -1.176899198172186800e+01 -2.242314175484787597e+01 -2.034474218511022059e+00 -2.584586607727190710e+01 -1.618783913671943253e+01 -5.705185873969966792e+00 -1.118579476113835369e+01 -1.327106403934183732e+01 -7.246270725273404878e+00 -8.531874438518485704e+00 -1.469114841853688347e+01 -2.548509190401252056e+01 -1.176792247302175554e+01 --6.916851153046081890e-01 -1.769720987552037172e+01 -7.938099992932194482e+00 -2.721704266097522407e+01 -1.048458251943613107e+01 -1.362345224040994651e+01 -5.040911619643182462e+00 -1.170354618654660328e+01 -1.115959025915114466e+01 -1.435073119146632337e+01 -1.351270624919074237e+01 -1.252110257071785782e+01 -1.526968763189540823e+01 -1.755371889612879954e+01 -8.572384048619426267e+00 -8.446388440171645584e+00 -1.117572646717903240e+01 -1.494872361051548637e+01 -8.834052619038672560e+00 -1.312115027881783647e+01 -2.030634106581649689e+01 -2.090816396362608032e+01 -1.837749922968319538e+01 --3.015393388159210986e+00 -9.453971180922238204e+00 -2.026028348502384802e+01 -8.047741352082326216e+00 -2.128075088837802298e+01 -1.690560223108678883e+01 -3.049887320084593512e+00 -2.546670144834477867e+01 -2.312471460558002434e+01 -8.734186377822325653e+00 -9.369554880524177065e+00 -1.304609143118072723e+01 -6.001887841749095287e+00 -6.281096889965411378e+00 -1.023016646670308205e+01 -1.722637030675180370e+00 -1.305437712782396886e+01 -1.539612209638971763e+01 -1.303360919137354301e+01 -1.527011540772274145e+01 -1.926911954325639442e+01 -1.090934974425026383e+01 -8.357468138296681559e+00 -7.043107103604285157e+00 -2.015515779484904613e+01 -1.112007236399836074e+01 -1.021336671168600674e+01 -7.887263095572436100e+00 -4.983607042574490720e+00 -9.775887281571968401e+00 -6.145274004310124383e+00 -3.668729706453262907e+00 -1.467157895545420843e+01 -1.540754960180922239e+01 -4.623876888310846311e+00 -1.492832237067283074e+01 -1.554114727802503637e+01 -1.592869264995033518e+01 -4.445080443024764350e+00 -2.605588822166586738e+01 -1.474676222340791298e+01 -9.587782126868987120e+00 -2.066056532665521672e+01 -1.437415327909896234e+01 -5.253378773308412519e+00 -1.285822324146192841e+01 -1.361432041608287591e+01 -2.784721121796565058e+00 -1.265374585139304031e+01 -2.051483347670077251e+01 -8.189594892893211409e+00 -7.963652590699055622e+00 -1.355430083888816739e+01 -5.122814837694861012e+00 -1.072396708937779408e+01 -8.430032660696994640e+00 -4.109687670778789936e+01 -5.701864067379958101e+00 -1.200246330804432660e+01 -1.172500939137799492e+01 -3.372945050072715389e+00 -9.002834865090960648e+00 -1.909305364488434975e+01 -2.982018781248123673e+01 -1.521240286518343510e+01 -5.136299220822394318e+00 -5.059132004783265302e+00 -5.928823043064028298e+00 -1.755358661328624237e+01 -9.279054710017447860e+00 -1.769788765395219343e+00 -1.014269511675639990e+01 -1.219907647644933490e+01 -1.042512897551115714e+01 -2.985411254561479666e+01 -1.405406896804682049e+01 -3.680352641603548136e+00 -2.282922433287691888e+01 -7.037128866236315616e+00 -1.543180494625377719e+01 -9.007708060772344538e+00 -1.340604144035167167e+01 -1.464073917723787588e+01 -1.860125318704891129e+01 -5.591886608776562184e+00 -6.638593127584528020e+00 -6.103042878369961954e+00 -6.623897472996574720e+00 -1.970136056639817923e+01 -1.438576552952554266e+01 -1.920989387966805850e+00 -1.429758383131688504e+01 -1.805941921456913235e+01 -1.555578522789747353e+01 -7.972597430150528908e+00 -1.410801059917734790e+01 -1.180630952288747437e+01 -9.760218532292768145e-01 -6.298186236340072242e+00 -1.026825696435258806e+01 -1.677941917008254791e+01 -3.387161874638887582e+01 -1.095089397731554470e+01 -1.481629344087725997e+01 -9.363485979679538218e+00 -7.721534234812821751e+00 -2.112584456301578939e+01 -1.156651244610064566e+01 -8.105543942787463152e+00 -1.500668413877070861e+01 -1.511089426355438547e+01 -9.159763803524882064e+00 -4.092182762858179501e+00 -1.477507763845351008e+01 -3.654407304660992395e+00 -1.643930470959787726e+01 -7.101162996436386265e+00 -8.097716952299023774e+00 -1.644856236262957339e+01 -1.585150423578230061e+01 -1.199197523128361809e+01 -7.221645541859885498e+00 -1.271510016208942773e+01 -1.707293198634292253e+01 -1.319735060619822775e+01 -9.422863325399561063e+00 -2.103220784504109986e+01 -1.276061861625963445e+01 -7.736462463129413436e+00 -1.007778568084398785e+01 -1.281635964709465725e+01 -9.745062076908467930e+00 -1.042122784798490898e+01 -9.168670037041167120e+00 -1.622708895662724160e+01 -1.065429730944381959e+01 -8.981849478170758516e+00 -8.782336476824511351e+00 -1.048601472705142612e+01 -9.600258738233250710e+00 -1.531769889878766833e+01 -9.873046745522003675e+00 -1.368880293788647862e+01 -6.482052447703239295e+00 -2.546670144834477867e+01 -1.860001309314770879e+01 -1.896557176196036210e+01 -1.025644859916599216e+01 -8.237794783344000393e+00 -1.120011007050879925e+01 -1.731675265468729208e+01 -9.939750169099809796e+00 -2.474852102438559598e+01 -1.655742561282242775e+01 -1.839877406938965976e+01 -1.503847224169156505e+01 -1.396665757139325592e+01 -1.214477500507865670e+01 -1.439875371011827099e+01 -1.135951462624893793e+01 -3.387161874638887582e+01 -2.119604703354954722e+01 -1.716156887315202084e+01 -9.628711313384727077e+00 -1.042233452848176967e+01 -1.464954131978423391e+01 -2.094999583809075716e+01 -1.067110230823001871e+01 -5.601826281836466137e+00 -1.577434457850016258e+01 -3.387161874638887582e+01 -1.906113937502503575e+01 -1.220740116456428836e+01 -1.134373154173553644e+01 -5.467143308795101575e+00 -1.783815475983763577e+01 -1.636900738087037155e+01 -2.308347736956359597e+01 -1.410636650675998283e+01 -1.574486317751390629e+01 -4.303900286302422273e-01 -1.237122936335258316e+01 -8.190686976425794796e+00 -7.931189680838997447e+00 -1.063426184242445061e+01 -1.562940116191265361e+01 -9.579575176712396001e+00 -1.968477548512910857e+01 -1.720480019916733738e+01 -1.425338065517306063e+01 -1.509331626588527797e+01 -2.305095192180708352e+01 -6.072540167521268017e+00 -2.097584922941808827e+01 -6.207957276504785682e+00 -1.318224110732705867e+01 -1.290318776370207843e+01 -3.207776830642450250e+01 -1.010184434682369670e+01 -2.433654428760003441e+01 -6.023949626332807838e+00 -6.525694149499031482e+00 -3.558863631536006267e+00 -6.479395845301525014e+00 -6.570260424334520621e+00 -9.777991655946337346e+00 -5.630397779634236599e+00 -2.033016417350977179e+01 -4.927358600880097583e+00 -1.211039567259069827e+01 -1.566734479585468875e+01 -1.215311055751672598e+01 -2.696768732456077089e+01 -1.753121761761785535e+01 -4.797192910964426460e+00 -1.785164761862812099e+01 -9.078410696411609138e+00 -1.101646965908325626e+01 -1.152371295729238909e+01 -7.564805949767233528e+00 -1.142879358114798549e+01 -1.477120195551492543e+01 -1.117897846200753520e+01 -1.296994720711624893e+01 -5.384970810049942713e+00 -6.468795553202539850e+00 -5.179948545966269080e+00 -1.200819136577844404e+01 -3.266866960455736546e+01 -1.419161532577395235e+01 -1.497770066252205368e+01 -1.522380068403451503e+01 -6.053723772672341852e+00 -9.427212491703130581e+00 -1.348671505715881835e+01 -5.353127740493121678e+00 -1.537522395430733013e+01 -1.388092686310453416e+01 -1.538584950475245705e+01 -1.134267654980705231e+01 -1.352152712984464245e+01 -1.474417308805804794e+01 -5.783569807276975894e+00 -3.235254811872280811e+00 -4.901674869147740310e+00 -8.398460333995586780e+00 -1.212062870497852884e+01 -1.174055001853714941e+01 -1.768225642354052241e+01 -3.387161874638887582e+01 -1.031163649607260879e+01 -7.530143266052405693e+00 -3.387161874638887582e+01 -1.883934646547808711e+01 -1.839429809688036244e+01 -6.156300367816669450e+00 -1.642297729535874851e+01 -1.254045075049694447e+01 -1.264861562134677797e+01 -2.619864105270123389e+01 -1.428558587328113560e+01 -1.208115065703422886e+01 -1.283993771290400332e+01 -1.074038489490369130e+01 -1.119072663947022761e+01 -1.204146761061223003e+01 -1.458755779025140953e+01 -1.345259373135694148e+01 -1.061365821668728415e+01 -1.365243136661933931e+01 -1.621110741084649476e+01 -1.475218423120611533e+01 -8.935684936470281059e+00 -1.429338375637253478e+01 -7.192620093837831519e+00 -1.067839008337990947e+01 -5.159179226493783688e+00 -1.070003201744867738e+01 -1.959527126579145317e+01 -6.787966365490731846e+00 -9.181761355419396864e+00 -1.846995936425466311e+01 -7.793288581256405223e+00 -8.569648244499830980e+00 -9.394943898099811008e+00 -1.142090194031152350e+01 -1.103430491142970027e+01 -1.536460150534854563e+01 -1.657727674924535677e+01 -1.660062762057386010e+01 -1.202318739008572379e+01 -4.095142273831427815e+00 -1.802301677563899318e+01 -2.139990456606194869e+01 -7.234913381781339581e+00 -2.858816658594662385e+00 -2.152055569020573955e+01 -1.574435318337235401e+01 -7.291907347017584584e+00 -2.042143595031828340e+01 -7.122938128582163131e+00 -1.019745592108937160e+01 -5.890276594371627539e+00 -7.174667415503748202e+00 -9.914995404759451958e+00 -1.880691510865936777e+01 -1.191513347420445257e+01 -1.872322514132989113e+01 -1.869538854625504598e+01 -1.034821926750554155e+01 -6.099247912197029109e+00 -8.936893299365280541e+00 -1.240632142633235446e+01 -1.687252954450275411e+01 -9.307117969197122420e+00 -1.662721747662634186e+01 -1.035347780833166098e+01 -7.017446817192151798e+00 -9.368413372046106247e+00 -9.822842865536770773e+00 -2.140217180423269383e+01 -1.250931507038610846e+01 -1.033298337531365974e+01 -1.686760108888903176e+01 -1.707949791115920846e+01 -1.569578905396011237e+01 -7.965381691512504858e+00 -1.433711643184707896e+01 -8.835284080875013046e+00 -1.329126672424604294e+01 -1.497770066252205368e+01 -6.217721548143401833e+00 -6.317061280084487862e+00 -1.214099580467180317e+01 -1.906113937502503575e+01 -1.109137076285421131e+01 -1.638960444641760716e+01 -7.942092791437460164e+00 -2.815238528126869255e+00 -1.312654131841368610e+01 -4.929610891784633964e+00 -1.129610796528848482e+01 -2.793170921549400987e+01 -7.330341211797133383e+00 -1.182116013824830247e+01 -9.077580745716616661e+00 -7.979302474633044540e+00 -1.097842675693287617e+01 -1.062929403625417990e+01 -1.351582172260394543e+01 -8.522118385644162686e+00 -6.872521637444592102e+00 -1.117411513335132156e+01 -1.302280595169391120e+01 -3.881373790758239295e+00 -8.770867982068793367e+00 -1.226496314502396956e+01 -6.414234665034840077e+00 -2.107346829655413956e+01 -9.345338078941765048e+00 -1.549722032581183839e+01 -5.630397779634236599e+00 -5.750752211567743188e+00 -1.462388734127196699e+01 -1.129545470600091051e+01 -8.666483345060214560e+00 -6.194204892046144550e+00 -9.735952037739679099e+00 -1.802301677563899318e+01 -2.556866894209643704e+01 -1.261934093199782581e+01 -1.496822439595152332e+01 -1.229430906254468425e+01 -1.240704456437616443e+01 -1.420715364052473717e+01 -7.140883287122264278e+00 -1.059456638442591725e+01 -1.738024162004364825e+00 -7.544870353212274949e+00 -1.317477381807459835e+01 -1.802301677563899318e+01 -9.321063558691164985e+00 -7.914961653027958732e+00 -1.328129158499805840e+01 -9.858254700551739802e+00 -1.533926286291365670e+01 -2.039625227068469826e+01 -2.012079513265582875e+01 -1.354958363549825151e+01 -8.601782941023827789e-01 -5.579857181025914770e+00 -1.225566950884957862e+01 -1.152036656514123081e+01 -1.137940757474513020e+01 -1.416940877826826295e+01 -8.061275231121868501e+00 -9.427212491703130581e+00 -5.630397779634236599e+00 -5.720868723115060561e+00 -1.685468246085980581e+01 -6.459266671628455470e+00 -8.458954646486219531e+00 -1.088474579348273608e+01 -1.320871676294621011e+01 -1.527382757607200858e+01 -7.533926941213934469e+00 -1.330731066849078559e+01 -1.568214523476015643e+01 -2.478959827132483440e+01 -1.233364687716751007e+01 -2.354421329650116945e+01 -5.505858884369601469e+00 -1.271032538863255468e+01 -7.450218524408711573e+00 -1.885480321277461258e+01 -8.679741549062782724e+00 -3.387161874638887582e+01 -8.317923666531797267e+00 -1.153964082361895294e+01 -9.714991408449833443e+00 -5.223596646640388030e+00 -7.196013320146164460e+00 -6.654725304619773851e+00 -4.418819191564566040e+00 -8.423815349199756497e+00 -1.105256086419463202e+01 -1.846777630668719894e+01 -4.831864385018690200e+00 -1.276430055543450237e+01 -2.454871119732317197e+00 -3.387161874638887582e+01 -1.612653708955315324e+01 -1.432427388167145921e+01 -1.067175402186890665e+01 -1.382609813694666911e+01 -1.011680271092406258e+01 -1.207990945336007371e+01 -1.352424869169546184e+01 -8.316306393132521180e+00 -2.497590247364868787e+01 -6.219868311369495473e+00 -7.242180209721382766e+00 -9.828829992402745575e+00 -9.889948686222609808e+00 -6.872584606347317049e+00 -1.354730630471063080e+01 -3.249501110371947732e+01 -1.362928717897032982e+01 -1.304609143118072723e+01 -8.795364772863720759e+00 -2.987452143347866240e+00 -1.381230399760323735e+01 -1.424247544144641608e+01 -4.308179257915725202e+00 -1.556754549271376220e+01 -1.229135916949188356e+01 -5.215452920375199142e+00 -1.585961681909058996e+01 -2.698938472204943650e+00 -1.015190015502885501e+01 -6.593862379951730190e+00 -8.210770722202823890e+00 -5.364747813087276995e+00 -1.369092561915876161e+01 -1.303359885025948017e+01 -1.011440182915495711e+01 -1.402452281803907397e+01 -6.551911250243236395e+00 -1.296302002962937649e+01 -2.144051968322743562e+01 -1.182748077769863926e+01 -9.229188142472821710e+00 -8.970504044869286986e+00 -1.008217502352852080e+01 -1.000278951831282370e+01 -6.225165978063131433e+00 -1.395028531410159189e+01 -8.031304962500641409e+00 -9.620468677005874270e+00 -9.463047615797421486e+00 -2.190438507652805811e+01 -1.238543740714560215e+01 -2.047395657637814281e+01 -1.224107471486846066e+01 -1.617674493776841871e+01 -6.308174746224437968e+00 -1.491572695003947047e+01 -1.039502592125573699e+01 -9.669889879084038853e+00 -1.462993238743895574e+01 -1.280406608263537294e+01 -4.335375657500222246e+00 -5.643690257115764553e+00 -1.181586518916131467e+01 -1.500580819422584966e+01 -1.350036021316100232e+01 -1.152036656514123081e+01 -3.387161874638887582e+01 -2.173997279798011562e+01 -1.265504345186704427e+01 -1.015318853253963027e+01 -8.988467137235375048e+00 -2.449516728130899423e+01 -9.104703329186904170e+00 -9.215672353806354522e+00 -1.327238397649369972e+01 -1.179776386901617968e+01 -1.577327594892345530e+01 -1.398791729636991477e+01 -3.133005345255739371e+00 -2.228908599905386723e+01 -1.993801937461701357e+01 -1.065262105603484599e+01 -2.365333590163986344e+01 -5.460828822225778367e+00 -6.305995597745635450e+00 -9.226918035790248496e+00 -1.199133022665503745e+01 -1.990347408947603469e+01 -5.046730764280070503e+00 -1.493675627189519162e+01 -6.158018182053851319e+00 -2.560225384134457727e+01 -2.031933988861374019e+01 -4.041848426788348547e+00 -1.908167122096422474e+01 -1.795442706097334451e+01 -2.742196231971604448e+00 -1.715565728283696956e+01 -9.604171202973958543e+00 -5.999239730111881386e+00 -2.328985860023833254e+01 -2.265245650500659735e+00 -8.258543210549390778e+00 -1.082912900902533693e+01 -5.766048822123210016e+00 -9.462837390141373817e+00 -1.912959887125686009e+01 -1.335877681821018825e+01 -1.237132969151618056e+01 -7.885982318867391427e+00 -1.211217778768148179e+01 -6.057202762290970099e+00 -9.771299725860032481e+00 -4.972927682819488382e+00 -9.826304025586750868e+00 -1.317477381807459835e+01 -9.010136002559463009e+00 -3.271793019075097675e+01 -9.579078271732882399e+00 -1.170053617027174653e+01 -6.367384109022140137e+00 -5.468824675771855937e+00 -1.433711643184707896e+01 -1.756919344446355069e+01 -1.171224785107376931e+01 -1.465167618638137981e+01 -1.306599525347031943e+01 -8.246249234934808214e+00 -1.926911954325639442e+01 -8.091760328151337944e+00 -4.661344970845576086e+00 -7.332598301750579139e+00 -1.708455389555918202e+01 -1.441053130635869195e+01 -1.265504584602140881e+01 -1.170020896014678158e+01 -6.097780309254588360e+00 -6.198820712298825697e+00 -1.238570227225716280e+01 -1.275035620884683851e+01 -1.926911954325639442e+01 -8.795364772863720759e+00 -9.850647540421931581e+00 -1.386117952818378285e+01 -1.163786868499893501e+01 -1.602406890058639988e+01 -1.410789178499136653e+01 -1.340140476952784354e+01 -1.138256575515600844e+01 -1.103527211560866306e+01 -1.156167346238329685e+01 -7.007217410564891225e+00 -8.696521327660391876e+00 -1.131470578021753681e+01 -1.083529870200199241e+01 -1.550544153656458946e+01 -7.834280892048582245e+00 -6.839774794057618124e+00 -1.035891442705458587e+01 -6.520009638769295179e+00 -4.233447351660103664e+00 -1.211108271275122661e+00 -1.664981106971507074e+01 -1.365828698963345289e+01 -1.757164995454864709e+01 -1.433711643184707896e+01 -1.222169893381547467e+01 -1.142683554409447311e+01 -2.063925470184845778e+01 -1.644627308828854950e+01 -2.090816396362608032e+01 -4.893617936123987988e+00 -1.958688529221424801e+01 -6.920339478751714068e+00 -1.011569531684260426e+01 -6.793713202911789040e+00 -7.337814946151084428e+00 -1.681719508629211646e+01 -2.546670144834477867e+01 -1.365190964596823164e+01 -1.354263633030866743e+01 -1.215820219451295259e+01 -2.069235541116096044e+01 -5.701864067379958101e+00 -1.722800789742913707e+01 -7.207717445132743705e+00 -6.552981697800547067e+00 -1.561838016210798230e+01 -1.236808864975616018e+01 -1.973205292651535103e+01 -4.979936651458160668e+00 -7.633518286046438561e+00 -9.507116178342414514e+00 -8.650672260327709751e+00 -2.114201158917146017e+01 -1.424204461978601444e+01 -8.312424134917407059e+00 -1.039502592125573699e+01 -1.070083878423540114e+01 -2.659258650742729913e+01 -1.054702773534384619e+01 -2.506532250097014014e+01 -1.078762118392789660e+01 -2.266693264163185972e+01 -2.289171168133930223e+01 -2.209712647248295525e+01 -4.433260179276402368e+00 -2.933588190177887611e+01 -1.060822688549237114e+01 -9.024643922480038327e+00 -1.460810876242689460e+01 -7.495154281420717268e+00 -1.420715364052473717e+01 -1.317975359902681021e+01 -2.633101151085908498e+01 -1.755191031973049576e+01 -2.753596942107742507e+01 -4.625215277870893260e+00 -2.038070581427253103e+01 -1.788568840326945519e+01 -1.468000432368251040e+01 -1.417275981674531238e+01 -1.358257889981425137e+01 -1.820253585212512348e+01 -2.636774409511212980e+01 -1.681687767203271733e+01 -2.606313760716902550e+01 -5.441671406338258521e+00 -1.217348446813217322e+01 -1.504567005344334518e+01 -1.139130626579944305e+01 -8.636686439208659749e+00 -9.617925398844619167e+00 -2.108192365866065643e+01 -1.016962680478253844e+01 -1.368596655020088804e+01 -1.031577026869636882e+01 -4.250339647367553653e+00 -1.298221865200557090e+01 -1.546646477918115181e+01 -1.393095069598088287e+01 -9.569478240924595980e+00 -1.057784355651142505e+01 -9.864218685024198408e+00 -1.926911954325639442e+01 -1.291309522687542710e+01 -3.387161874638887582e+01 -1.299818753267612692e+01 -1.719450248861514297e+01 -1.155493812092059613e+01 -1.403736668137719334e+01 -1.242878995133179387e+01 -1.108048231744936629e+01 -1.265403857670304433e+01 -3.231711352160942852e+00 -1.844289611525613282e+01 -9.288404819738516949e+00 -8.328075327390237703e+00 -4.416841400718226396e+00 -6.713355948487247815e+00 -1.184471096622185371e+01 -2.667083821513871555e+01 -8.047115982615650864e+00 -3.450644734678107284e+00 -1.256507098175008252e+01 -1.165946517702299445e+01 -1.675463838427526753e+01 -2.047045823035969647e+01 -1.988932662943439311e+01 -1.106619767871720228e+01 -8.052198978531365015e+00 -9.636984388628391685e+00 -1.732846234412282627e+01 -1.088493723120291179e+01 -1.440647789677680635e+01 -9.406281336142484406e+00 -1.060087526956338877e+01 -1.422164702956015958e+01 -9.010659963122407135e-01 -1.492832237067283074e+01 -1.105096657965944473e+01 -9.356187966457383709e+00 -1.142170687044145438e+01 -4.836412203882431982e+00 -8.667197453104051874e+00 -7.369396581768214105e+00 -1.157407348863142715e+01 -9.803484832822576323e+00 -1.207950475289698034e+01 -1.395616903406278198e-01 -2.570495576382293734e+01 -2.341539781592373970e+00 -8.152676785430912787e+00 -1.755718108213042683e+01 -7.337521990779265479e+00 -6.397453670484608779e+00 -1.726766070337663450e+01 -1.254160586479214601e+01 -5.410583152728904111e+00 -1.221144573546246193e+01 -3.387161874638887582e+01 -1.294753089889033504e+01 -7.809169835217858235e+00 -1.139083709058820659e+01 -1.616750885304148255e+01 -1.786049728990926155e+01 -8.465025049441550209e+00 -1.840837394197218657e+01 -7.722929046622169835e+00 -1.607273024528660699e+01 -7.918536069075216233e+00 -1.151652390749399046e+01 -1.487354548504869456e+01 -1.134771583492984348e+01 -1.196101106913788215e+01 -5.926743743714311563e+00 -5.203874978845178134e+00 -6.765166988348866539e+00 -1.633647520954909282e+00 -9.802605116845739985e+00 -7.643553679503654052e+00 -1.898530148987833854e+01 -1.207990945336007371e+01 -2.589387585276998038e+01 -1.304609143118072723e+01 -1.302522743580895792e+01 -7.617370984326214511e+00 -2.261499751250141799e+01 -7.958764273993807592e+00 -1.137009075042831796e+01 -1.126572033403566309e+01 -1.318620804769646782e+01 -1.690560223108678883e+01 -1.182116013824830247e+01 -1.019836785987529026e+01 -1.133928308352592751e+01 -1.516811381691184124e+01 -1.594468888302282039e+01 -1.347856288988474205e+01 -1.583733789504401557e+01 -7.074583684417476093e+00 -1.789611846329094647e+01 -2.310113988577309385e+01 -1.394795636715493004e+01 -5.254665192063043833e+00 -1.132381368523992649e+01 -2.230018218300415356e+00 -1.502378390149753784e+01 -1.504856386695536230e+01 -1.913244237496509470e+01 -8.078317093185830799e+00 -3.412397198172527624e+00 -1.264889082660086217e+01 -7.566534511968441734e+00 -1.189449836584006448e+01 -8.171725278881169174e+00 -1.522380068403451503e+01 -8.409763420590223859e+00 -1.265374585139304031e+01 -6.072065442948144209e+00 -1.048031060009951432e+01 -1.221531241707425863e+01 -2.463223265522871941e+01 -1.092917287012807037e+01 -9.861928880030887967e+00 -1.911575823137872021e+01 -1.880346911142389388e+01 -1.760609167942919839e+01 -8.806411275228981594e+00 -4.753834298833041316e+00 -1.174541269803579269e+01 -9.905886618167187407e+00 -1.132457139965140414e+01 -7.820635447933483420e+00 -1.978283763570176745e+01 -6.073380341300520513e+00 -1.610965441769531026e+01 -7.917628522899420318e+00 -1.326128136796725698e+01 -9.328501327224699935e+00 -1.328577342587597343e+01 -1.400409698279631243e+01 -1.627025354793649115e+01 -9.357330480314928423e+00 -1.425150553671328169e+01 -8.472178803710235684e+00 -1.954925950409345603e+01 -1.652721071086534721e+01 -1.180424072194024632e+01 -6.374126832715674595e+00 -1.465602658427982874e+01 -1.422052548338396605e+01 -1.000610129513009383e+01 -4.844123892551323252e+00 -7.066321743535169730e+00 -9.508993756467134517e+00 -2.592214582265579281e+01 -4.345394492345562298e+00 -7.984537544401803189e+00 -1.522380068403451503e+01 -5.703189062945668297e+00 -6.439045178915051793e+00 -1.550860720132155279e+01 -1.306764552933384493e+01 -1.487220630700960555e+01 -7.640503338511365428e+00 -1.096877398673221649e+01 -1.310880879291974566e+01 -8.321405155912032114e+00 -1.039062192079957470e+01 -1.563551485044843048e+01 -1.522602612906388231e+01 -1.128772369367347039e+01 -7.965381691512504858e+00 -2.718932812936142795e+01 -8.486188475792957320e+00 -1.204294760111523743e+01 -1.119148863775419045e+01 -9.260323432051976056e+00 -7.637322405803772085e+00 -1.648262153485521253e+01 -7.232988139177649600e+00 -8.503502425431307188e+00 -7.005048796626070384e+00 -1.776392337949964428e+01 -7.000696910517817173e+00 -1.214317989568071710e+01 -1.714895777475766181e+01 -1.011440182915495711e+01 -2.754467472938793549e+01 -5.744607713336435495e+00 -1.089735947017460660e+01 -1.624704911144434050e+01 -2.739579511439006865e+01 -1.302791975464367624e+01 -5.099583412960527085e+00 -1.704702452489013353e+01 -1.175418652253954122e+01 -1.014130738545576094e+01 -5.352092018171603627e+00 -6.251188261271309443e+00 -1.000134723563995465e+01 -6.414278263791899803e+00 -9.215672353806354522e+00 -8.321398073351673474e+00 -8.533135376373408576e+00 -1.148271749127508201e+01 -1.037085959079409747e+01 -6.374167229392071476e+00 -9.595274800137772786e+00 -1.020310980803273537e+01 -1.946534746085393408e+01 -1.527971768910551020e+01 -8.490639194699397763e+00 -8.712875757933815635e+00 -1.468538490117249751e+01 -6.076569129898985011e+00 -1.471638336853526141e+01 -2.058941282131603145e+01 -7.273357105565295910e+00 -1.587203025148275515e+01 -1.318699182126252367e+01 -9.804077623372876360e+00 -1.231774914901923523e+01 -7.971113404052772466e+00 -1.528973478233803007e+01 -1.149798368338370835e+01 -1.572681055317215737e+01 -1.131760128920603847e+01 -1.963386320910633742e+01 -2.540213427853436201e+01 -1.850083649149308940e+01 -1.166541409665558149e+01 -1.831356249173396122e+00 -2.230004508141976771e+01 -1.065920090870149295e+01 -1.216324309204006227e+01 -1.447917997115968092e+01 -1.485014746851831546e+01 -1.748883864342562333e+01 -8.413915551982924512e+00 -1.566938775225197844e+01 -1.399732416527716339e+01 -2.179900798759717873e+01 -9.701204493729733258e+00 -2.504460476950106340e+01 -1.361432041608287591e+01 -1.917720964082677426e+01 -1.024310326640178914e+01 -3.057457970426527538e+01 -1.355430083888816739e+01 -1.232612832686248794e+01 -3.617024166951381403e+00 -1.749856857909733776e+01 -5.783569807276975894e+00 -1.883255449490721389e+01 -1.978283763570176745e+01 -1.194920532101765787e+01 -1.565324034803036568e+01 -6.446908763844334089e+00 -5.379165511490029417e+00 -1.103120044341139305e-01 -8.315286557822361146e+00 -2.312471460558002434e+01 -1.770025079036420834e+01 -1.781116515320752569e+01 -2.103220784504109986e+01 -1.628568204806484232e+01 -3.671249936857947205e+00 -6.435614724378268647e+00 -2.370538234555708357e+01 -2.631240342865164905e+01 -2.540213427853436201e+01 -8.607756729246347049e+00 -6.924495762511185148e+00 -1.108779512257302713e+01 -1.333091833050428932e+01 -9.209640831479291023e+00 -1.565007333298902381e+01 -6.335927603411832365e+00 -6.368434064019908192e+00 -1.722780798407018210e+01 -1.032510841004173585e+01 -3.387161874638887582e+01 -2.743855196611727365e+01 -8.365326918375899368e+00 -3.387161874638887582e+01 -1.453980737488664943e+01 -2.270234269108418346e+01 -1.322073753095112636e+01 -1.304609143118072723e+01 -1.334310572732664468e+01 -1.578047762660628450e+01 -2.813560307965545348e+00 -2.270234269108418346e+01 -7.340921111530334997e+00 -2.190438507652805811e+01 -6.324686691379127979e+00 -1.302535260650110160e+01 -9.006457673618726290e+00 -2.066056532665521672e+01 -1.984897944314722906e+01 -1.352424869169546184e+01 -7.156166047150946952e+00 -1.463683446924947873e+01 -1.199133022665503745e+01 -1.028396114927799943e+01 -2.152055569020573955e+01 -3.600870067400066432e+01 -8.007337851285242891e+00 -9.361109897560226045e+00 -1.779807377040644667e+01 -9.137530048839359154e+00 -6.255286389011232018e+00 -1.514564064229884366e+01 -1.149963970438871286e+01 -1.778546112075601116e+01 -2.272015162335640071e+01 -1.395358752755268483e+01 -7.739937024404909494e+00 -1.067127982847985379e+01 -1.243726610118871179e+01 -1.836911157817162632e+01 -2.822865933409715922e+00 -1.504312294728813981e+01 -1.470882539455799076e+01 -1.706359685481892541e+01 -7.847924895053793648e+00 -8.864925397420151398e+00 -1.606360190077074890e+01 -1.883934646547808711e+01 -7.528953269379883295e+00 -5.874787032863196146e+00 -2.367134577793565597e+01 -1.259818576541132984e+01 -2.397616916528413356e+01 -1.362706374219308714e+01 -1.122040606812085173e+01 -1.978821455088862535e+01 -3.387161874638887582e+01 -8.502956201562625438e+00 -1.475382470519308242e+01 -6.395742161620617594e+00 -1.051554436391612057e+01 -7.344990469578917214e+00 -1.454939469486377845e+01 -1.704091322850432277e+01 -2.417429343004002362e+00 -1.278745461462661126e+01 -8.666343456832493075e+00 -7.692090907157748347e+00 -2.291955256562054899e+01 -6.966789865120006198e+00 -1.628530020120474830e+01 -8.426241617022512287e+00 -1.153558443921679100e+01 -1.802301677563899318e+01 -7.863679444094330506e+00 -4.251592556440684234e+00 -1.671703403849915048e+01 -8.171725278881169174e+00 -2.418890835768503678e+01 -5.174882465375162610e+00 -2.406542579050481834e+01 -1.119931839405134610e+01 -9.093652625734435446e+00 -1.010162251489090579e+01 -9.753317676770890898e+00 -4.301136356874664557e+00 -7.363804739716599101e+00 -1.818557058207026955e+01 -5.366212459821099401e+00 -1.398437613066893448e+01 -1.005752892701543999e+01 -1.210875580837826249e+01 -8.104042997049347719e+00 -1.563216008371058763e+01 -1.018511504523287670e+01 -6.218810025424772903e+00 -2.210925591498508425e+01 -9.333746563629631510e+00 -1.292961631702777936e+01 -1.157815817117281654e+01 -1.142879358114798549e+01 -9.469288717274608302e+00 -1.342136890406995064e+01 -7.054851021391812083e+00 -4.702713667640225026e+00 -8.786961799465899503e+00 -1.284019600648838377e+01 -7.801369775113215610e+00 -9.244614148817561272e+00 -5.732519536113940717e+00 -1.555833126163761904e+00 -1.622708895662724160e+01 -1.121983026145045415e+01 -6.414234665034840077e+00 -2.156320137689898786e+01 -2.242314175484787597e+01 -3.387161874638887582e+01 -7.698071386908111435e+00 -2.114439475834188897e+00 -9.100031764490694286e+00 -5.271424728800042203e+00 -1.130142839342219929e+01 -8.329906065627938005e+00 -8.891430891240759138e-02 -1.210189546221343448e+01 -1.330731066849078559e+01 -1.249486901681835604e+01 -1.155600455680948357e+01 -7.453487594124652560e+00 -7.257564205646545474e+00 -1.515362426736547263e+01 -9.653783558937817588e+00 -1.656991951679515296e+01 -3.907118082561481742e+00 -1.384449839122879666e+01 -8.447017584152447967e+00 -1.256751105249765033e+01 -2.519750137363131159e+01 -1.972792292388817259e+01 -1.186944377735868272e+01 -8.204639110620561837e+00 -2.400366596950988196e+00 -2.540989974774886662e+01 -1.732721151357824851e+01 -5.980135270837791950e+00 -1.420512029096659035e+01 -6.335927603411832365e+00 -1.084823080671881712e+01 -7.826927842431288695e+00 -2.849975189479737026e+01 -7.539065906998388300e+00 -1.081740146603442554e+01 -1.651450789213588166e+01 -7.319248413323180102e+00 -1.015180353627232535e+01 -6.938717571004957563e+00 -1.108253353380867168e+01 -7.165659811175316918e+00 -1.161409360023201032e+01 -1.098778255117278491e+01 -1.159320835268822236e+01 -2.635364066397553984e+01 -7.301430403766431709e+00 -5.438627982650757531e+00 -1.306461979567535536e+01 -1.246041540540029757e+01 -1.417900614846807628e+01 -3.840413750956003014e+00 -1.046010385643627671e+01 -5.743545452745287605e+00 -1.769275229850642006e+01 -4.410443410943443610e+00 -3.578195382102933308e-01 -1.582577837290303080e+01 -7.163476689454711277e+00 -1.265902258630794108e+01 -1.142453536090835087e+01 -4.814620340608314564e+00 -1.210849587573653707e+01 -1.093846119744607392e+01 -1.206624612113269279e+01 -7.674245233541427069e+00 -1.182748077769863926e+01 -1.408568745728037186e+01 -1.200444361211326338e+01 -1.208115065703422886e+01 -1.806949590037750397e+01 -9.230447664971137556e+00 -2.875626362504725364e+00 -5.939132663425084502e+00 -1.046689973293003106e+01 -2.003860800794109309e+01 -7.915644127343028913e+00 -1.953631437097398305e+01 -1.046665873501451927e+01 -1.478373559033977358e+01 -1.551507504593868703e+01 -2.047691331001010440e+01 -1.219981237158586396e+01 -1.662799819202220419e+01 -8.638201414134059064e+00 -1.066163205476053122e+01 -6.924495762511185148e+00 -1.464202427116234162e+01 -6.692646681777972617e+00 -1.344935324959820377e+01 -1.111923365909312622e+01 -1.727836554278322012e+01 -9.797306441120355203e+00 -7.428251134260378308e+00 -1.102875633290844348e+01 -6.773514618800177800e+00 -1.596829473247427700e+01 -4.411383314050397075e+00 -1.841479449821063952e+01 -1.077852723927742318e+01 -1.499736744242370889e+01 -1.562198096152665983e+01 -7.256824391679757014e+00 -1.307154032136985222e+01 -6.565533776667763277e+00 -4.251592556440684234e+00 -1.059597459667655528e+01 -1.712552030401596426e+01 -1.640820694327136664e+01 -1.330731066849078559e+01 -1.183507350038544814e+01 -8.464856295391214758e+00 -1.431510525370154596e+01 -6.370125925732722294e+00 -1.705658611084655263e+01 -2.012514671416793988e+01 -1.100932175100587074e+01 -7.999977027659440409e+00 -1.329518105511483839e+01 -1.333010112034402539e+01 -6.687832302345924518e+00 -1.206636176490374623e+01 -1.365231259204941239e+01 -1.084983027058841287e+01 -5.821632622352410635e+00 -1.483222662853890483e+01 -8.022622918088245569e+00 -1.516672780599539294e+01 -1.043994713098302896e+01 -1.080618399471249802e+01 -4.896703407514621631e+00 -2.848447568476689185e+01 -3.258257194599653417e+01 -2.443969213645175387e+00 -1.497770066252205368e+01 -6.751092601245773039e+00 -5.392634218272576163e-01 -1.020667742142340728e+01 -3.057457970426527538e+01 -1.193313240017143073e+01 -1.513522335638364780e+01 -3.387161874638887582e+01 -7.291990731263197745e+00 -1.051980503765391006e+01 -1.670422269072420818e+01 -1.199929379449396549e+01 -1.710990052329961486e+01 -8.176957517907197825e+00 -1.148754434877933761e+01 -4.564442909058826103e+00 -1.199929379449396549e+01 -9.647211839711275161e+00 -1.042653088167934072e+01 -9.329635616944329968e+00 -7.062603077957518849e+00 -2.261499751250141799e+01 -8.523628694836908437e+00 -1.074297917779217926e+01 -1.800505819326147616e+01 -1.785699946263237337e+01 -5.333159148111874970e+00 -1.681128609639210936e+01 -8.101327233196386146e+00 -1.034695777231468128e+01 -9.103421548468844549e+00 -9.673170724864874614e+00 -2.240898293869483382e+01 -2.424726503626999374e-01 -1.035735701801812070e+01 -1.057784355651142505e+01 -1.956123027225174837e+00 -5.809651645020494470e+00 -1.098830514084536958e+01 -1.804848379269087388e+01 -1.633694915740136366e+01 -9.095005617672995868e+00 -1.863500551489318013e+01 -1.506543131268500701e+01 -1.211565516579811685e+01 -6.845390402896541104e+00 -1.667093004540762990e+01 -2.181368104585142476e+01 -1.416749779976753132e+01 -1.031163649607260879e+01 -1.079073169795800879e+01 -7.326364715378829828e+00 -3.771714055642789276e+00 -9.510060175466136911e+00 -1.236738218462454597e+01 -1.222829543569335442e+01 -1.208619827087944998e+01 -2.261499751250141799e+01 -5.701864067379958101e+00 -1.433448087081274025e+00 -1.927816295391684775e+01 -9.553570917741566859e+00 -1.037777738277377182e+01 -5.394679266957638220e+00 -1.157406492284620469e+01 -1.643411693194668999e+01 -1.945946924676634637e+01 -1.666403594648460285e+01 -1.753369164697080862e+01 -1.459045585330558481e+01 -7.977789017405399363e+00 -1.314730340808414155e+01 -1.929164174410198029e+01 -1.585063058897571864e+01 -7.161504279645711790e+00 -7.767214821864328655e+00 -1.356987029932192002e+01 -5.448430217022476540e+00 -1.933871440888333382e+01 -1.184410636686460805e+01 -1.086723393715431030e+01 -1.656144558742425943e+00 -1.922397997400378244e+01 -3.273704951284358344e+01 -1.129494904706582759e+01 -1.460892421553141673e+01 -7.824423733574917605e+00 -5.247543741630408931e+00 -9.218820390412105326e+00 -1.079716632387500397e+01 -1.492832237067283074e+01 -6.378186674599909622e+00 -1.623737637236131093e+01 -1.214805661579022455e+01 -2.027523008811471072e+00 -1.582787585900216243e+01 -1.157407348863142715e+01 -4.369329349283660235e+00 -8.613265510697388549e+00 -1.015634239815000228e+01 -9.240088787791208347e+00 -1.222575498308447095e+01 -1.411275235478164802e+01 -1.589511391659223705e+01 -2.774415496640099832e+01 -5.207867576027823020e+00 -1.158062771550912373e+01 -9.760218532292768145e-01 -1.346941651817270724e+01 -9.358831250269602720e+00 -1.566495354251824779e+01 -2.592907828869040543e+01 -1.168428970761047481e+01 -7.866981151301246200e+00 -1.481111700349586613e+01 -1.092521432344926779e+01 -3.104644279516942618e+01 -5.500687582910501305e+00 -6.381133255025929429e+00 -1.032403537962295559e+01 -8.986638315212573502e+00 -1.327056487726585488e+01 -2.206348345783888476e+01 -4.426731390636703622e+00 -1.640018116196297626e+01 -1.253941247392232583e+01 -1.237239929878364819e+01 -1.971154762813750949e+01 -9.868380760181409528e+00 -2.982018781248123673e+01 -8.345115816033356282e+00 -1.138872897688183627e+01 -1.395810812973752491e+01 -1.352152712984464245e+01 -7.564805949767233528e+00 -7.004144088491287334e+00 -2.272015162335640071e+01 -8.879206979248152720e+00 -6.950216597240839178e+00 -1.060975014453744336e+01 -1.128359144510156398e+01 -1.238737322306555200e+01 -5.838305401985820708e+00 -6.344956603403346662e+00 -2.257887241761011410e+00 -7.117630043154207442e+00 -1.558841250311276383e+01 -9.215672353806354522e+00 -1.121685510444463318e+01 -6.953173007734989142e+00 -8.697380530792543141e+00 -1.706897604791207357e+01 -1.369389319095141389e+01 -6.881263464220751302e+00 -8.787816796277923004e+00 -8.303207807433039989e+00 -1.012857804962236230e+01 -2.560225384134457727e+01 -1.145622286818891666e+01 -1.301897640445177728e+01 -1.337934469451175801e+01 -2.176042382365434946e+01 -1.284623478518841466e+01 -1.298221865200557090e+01 -1.014417035185269356e+01 -6.710918981856664800e+00 -2.683257451940673377e+01 -2.115387213155749180e+01 -9.683471947103100774e+00 -1.600293710987185136e+01 -1.606917242015954628e+01 -1.046259931328907555e+01 -2.332047811890049616e+01 -1.620960711345711047e+01 -1.212016260549913227e+01 -2.958828535732956766e+01 -1.559276497621590352e+01 -2.373989656103144341e+01 -7.799598406811256268e+00 -1.905114651442578122e+01 -1.108647982339910243e+01 -3.387161874638887582e+01 -1.079095817052882467e+01 -2.190148538454953098e+01 -1.440497446524140912e+01 -9.772596604160071365e+00 -2.381206559611172224e+01 -1.102152101355206071e+01 -9.797778907407945326e+00 -6.429139732284014030e+00 -8.564582908530098848e+00 -9.836070982364105930e+00 -1.324543480691539798e+01 -6.432815132042705386e+00 -8.128970189727027673e+00 -1.078623222410016069e+01 -1.063710638335587078e+01 -1.310100818201878781e+01 -1.663162636885070356e+01 -9.950104266576417444e+00 -1.744444945370281630e+01 -9.106552278152776125e+00 -1.466234995104031213e+01 -9.799259386643726089e+00 -1.032129418669893539e+01 -1.517532241427207396e+01 -3.580246391582744536e+01 -1.000466990912542542e+01 -9.792547260891254268e+00 -2.543755696479338724e+01 -1.423858853456873419e+01 -1.707902513755497864e+01 -9.653408863133122964e+00 -1.666400302871728911e+01 -1.019750199701587690e+01 -9.698234681148363734e+00 -1.469744230464951329e+01 -8.824726229560170054e+00 -1.431131958524471770e+01 -1.123846279817691141e+01 -8.460524980880009593e+00 -1.293773393942416305e+01 -6.513329707046196404e+00 -5.332134257687712875e+00 -7.979145289824757015e+00 -1.268688541638844924e+01 -9.976008601873715520e+00 -1.172257416623862980e+01 -2.774519951168663567e+01 -1.378998682138822574e+01 -2.506735979600647113e+01 -8.460524980880009593e+00 -9.118905406987579454e+00 -1.301897640445177728e+01 -1.349095712343118691e+01 -1.563774380464633396e+01 -7.562563350580077781e+00 -1.284532747181654599e+01 -1.081873737975730876e+01 -1.653843908963351339e+01 -1.154086437863945491e+01 -5.188731529835266088e+00 -7.053477198478958599e+00 -2.781324571483590091e+01 -1.425313627903993563e+01 -2.608593529405236211e+01 -8.107088771486814949e+00 -1.514920312858610885e+01 -3.393954114916068932e+01 -1.465783591941548991e+01 -1.985385096501049418e+01 -1.566389993876019560e+01 -3.732611912118827036e+00 -6.254211116719488928e+00 -1.907503028702488734e+01 -1.802301677563899318e+01 -1.017464548624300846e+01 -6.696208942195241320e+00 -1.203587014276287448e+01 -1.270736439968524678e+01 -2.526789735850603336e+01 -1.187734423252351235e+01 -1.124012383663158232e+01 -1.497770066252205368e+01 -1.097427392048179229e+01 -3.502020656974870860e+00 -9.664776174344197557e+00 -6.687280663641331557e+00 -2.592907828869040543e+01 -3.791641711155079975e+00 -5.920040095107466982e+00 -6.947906035974710903e+00 -1.281135089428100571e+01 -1.468100740357267853e+01 -1.054129739005162492e+01 -1.330385581260451033e+01 -1.754532571186949497e+01 -5.154943936645921099e+00 -2.015515779484904613e+01 -5.122189988940561989e+00 -4.061858160814708185e+00 -1.192996549816677998e+01 -2.035564943967331430e+01 -2.546670144834477867e+01 -7.874967983858937259e+00 -6.225192636335464158e+00 -9.326149798205790376e+00 -1.804848379269087388e+01 -9.142424162574826596e+00 -1.368941169967970950e+01 -2.006334001411742918e+01 -1.692691748884207925e+01 -1.170894340640063547e+01 -1.812479753195255938e+01 -9.054797193577527992e+00 -6.414830286547783089e+00 -1.487354548504869456e+01 -1.488183734729848595e+01 -9.499464099321812682e+00 -1.194673607075854704e+01 -4.802843001110204568e+00 -1.141780518869529715e+01 -8.964337368643825243e+00 -7.291990731263197745e+00 -4.799645651602872931e+00 -9.876057644731716323e+00 -1.187021868914220590e+01 -6.924495762511185148e+00 -8.811876487168561312e+00 -1.084731559135988732e+01 -1.644080764645610770e+01 -1.175807883738852411e+01 -1.388113097413624075e+01 -6.704413367696119508e+00 -5.384550754225472247e+00 -9.479259606917025849e+00 -1.141780518869529715e+01 -1.734311539136325564e+01 -1.390255045267502965e+01 -1.420454561339241195e+01 -1.142879358114798549e+01 -1.644183478276002575e+01 -1.546370950309868419e+01 -9.023098515884910853e+00 -1.600293710987185136e+01 -2.307425993153711374e+01 -1.274367544988834311e+01 -1.563047413646289385e+01 -2.277147605311226641e+01 -1.039868346165438595e+01 -2.005019986005238763e+01 -7.583348521389098096e+00 -1.384654887908297383e+01 -1.780424875278684738e+01 -1.014840333208175593e+01 -1.946360171923956273e+00 -1.614814136154234347e+01 -1.164960184677099164e+01 -2.167260794327344797e+01 -1.287162601896655190e+01 -8.344062916234591398e+00 -1.358704408616483761e+01 -6.863810533989607165e+00 -9.615288617950668026e+00 -2.299069118468875672e+01 -1.190023070491206170e+01 -1.217429581384196524e+01 -9.887745474165740234e+00 -1.520182934186023260e+01 -1.509987419051938673e+01 -1.000888695568706055e+01 -1.132057706009601361e+01 -7.447042822101664683e+00 -9.820241629195081146e+00 -1.121898486557826402e+01 -5.475818509411737978e+00 -2.140217180423269383e+01 -6.344956603403346662e+00 -1.247535532043094975e+01 -1.557045591842290833e+01 -1.070003201744867738e+01 -1.262964849457142691e+01 -1.615079376819936385e+01 -1.150443062685019413e+01 -7.579571297741310332e+00 -4.324683507126920290e+00 -1.246928864874516307e+01 -1.248295572786334162e+01 -4.095420089699828736e+00 -1.000081574415587227e+01 -1.037742847662178747e+01 -1.295505364936907711e+01 -7.318179903255270347e+00 -1.632580793895765225e+01 -1.485975158131515172e+01 -1.055052796271958471e+01 -5.742146052687857605e+00 -1.314181824885208982e+01 -1.234328568295563855e+01 -1.171001690264399997e+01 -5.763986090712904797e+00 -8.363710952671553400e+00 -1.507087744267765572e+01 -1.187152253237027821e+01 -1.213730528988182300e+01 -4.815403512638027905e+00 -7.033519707641929131e+00 -1.651390963387643751e+01 -1.482591320203930252e+01 -9.720009199808970379e+00 -1.185944270281115109e+01 -1.182116013824830247e+01 -1.089723777779532554e+01 -1.295451909514636668e+01 -2.440218243046220437e+01 -1.615074096973370388e+01 -1.207990945336007371e+01 -1.402409844279773665e+01 -6.218810025424772903e+00 -1.652598998728701929e+01 -1.895812974491448699e+01 -1.346722712186705451e+01 -1.171418765866560818e+01 -1.312451670956885152e+01 -2.251357094513329571e+01 -5.440136093142626805e+00 -5.571583092830564965e+00 -1.390687761028183900e+01 -9.417899579341053595e+00 -4.365691508934872900e+00 -6.792830751516873988e+00 -3.707917573273377343e+00 -1.091831603493881175e+01 -9.380763170437177223e+00 -2.194005689343583754e+01 -1.098831685569459182e+01 --1.306186867659135942e+00 -1.612156968158045345e+01 -8.274593085701937412e+00 -8.445618420518201219e+00 -8.603241714123740280e+00 -1.159150389091604438e+01 -1.345162952783886112e+01 -1.361644456883033172e+01 -1.681071771005338178e+01 -7.310936003943922401e+00 -1.301059912307160005e+01 -5.051517783227851055e+00 -4.230178030137615508e+00 -1.531220108581126738e+01 -5.435878446417603982e+00 -1.368596655020088804e+01 -9.215152342163406729e+00 -1.773737878753428276e+01 -1.728483389306902041e+01 -3.830326159752658555e+00 -1.416508156803139684e+01 -1.823665980721229118e+01 -2.524773326098538462e+01 -1.592967209758725744e+01 -2.036079187720712014e+01 -1.490912808430253733e+01 -9.248929679695947925e+00 -5.388120925630872193e+00 -1.448611892363514642e+01 -1.661610570486921290e+01 -1.773230669839796292e+01 -4.912334844863551098e+00 -1.347558413927374943e+01 -1.046935063641957697e+01 -1.349933816762820982e+01 -9.433486629414943536e+00 -1.829168649746047492e+01 -2.982018781248123673e+01 -7.979152538203749145e+00 -1.653879854752986489e+01 -8.071389692375021241e+00 -7.193643424548909593e+00 -1.830091317777937832e+01 -1.195146737038648155e+01 -9.355425519598966844e+00 -9.215672353806354522e+00 -9.818113659018564476e+00 -1.123422351038028921e+01 -1.565650369175821766e+01 -1.592928278874329351e+01 -7.423446114427818543e+00 -9.621399444448996974e+00 -1.616231742130915450e+01 -1.023897049522734903e+01 -1.843743562606653086e+01 -9.361935009926241946e+00 -1.867939924524146988e+01 -1.244956279226606455e+01 -5.475650424805508010e+00 -1.086678991618663304e+01 -8.297367415867199725e+00 -1.171156378137692400e+01 -1.274367544988834311e+01 -1.960436731256757525e+01 -1.881467743788849134e+01 -1.225515053257845466e+01 -1.050076237058250683e+01 -2.600109193404605890e+00 -1.433711643184707896e+01 -1.084465356081528853e+01 -1.289336212828970929e+01 -1.254143650785093200e+01 -1.101740937447434021e+01 -1.069384887816189433e+01 -6.814950057719968868e+00 -1.120625657416537990e+01 -1.105081854091072557e+01 -2.860043972313661698e+00 -8.496418283769287427e+00 -1.558446448579397270e+01 -1.142879358114798549e+01 -8.475455688126046994e+00 -1.664090197106351354e+01 -1.528652347558423230e+01 -1.341132487594686040e+01 -2.776884024035875598e+01 -9.965348639462320079e+00 -3.387161874638887582e+01 -1.904350960756806899e+01 -1.165643492461678932e+01 -5.894822925438305106e+00 -2.338263493925691705e+01 -6.336584760659036419e+00 -5.701864067379958101e+00 -1.197995480893528963e+01 -2.139990456606194869e+01 -1.462941346700516476e+01 -6.531663527810181336e+00 -1.706897604791207357e+01 -1.242274050674825503e+01 -1.548472706516977837e+01 -5.991567423260278247e+00 -1.948489005950619912e+01 -9.692250020156407686e+00 -1.098387028731049497e+01 -8.732274889557189113e+00 -2.488548826221158095e+01 -1.243834209192080209e+01 -2.312471460558002434e+01 -1.353797698334770416e+01 -1.537953533446275856e+01 -2.227693371482497753e+01 -2.311422712757222087e+01 -2.228431162427942525e+01 -1.418819927977561690e+01 -1.189759315833917697e+01 -8.077481281655536804e+00 -5.723434828245288486e+00 -1.012204848596174145e+01 -2.605588822166586738e+01 -6.949573216920697405e+00 -6.288035330646749799e+00 -1.657369794767963356e+01 -1.512090148691987679e+01 -1.295627246504355412e+01 -1.062102535807095194e+01 -6.727800997716045117e+00 -1.367783430919668319e+01 -6.901914376663341955e+00 -7.131997273743465371e+00 -1.625849330820828698e+01 -1.199929379449396549e+01 -9.191556819582118010e+00 -1.535595607181707578e+01 -5.425055094274185308e+00 -2.933588190177887611e+01 -1.353917702595893502e+01 -1.604053682125864100e+01 -4.782250179789642175e+00 -1.469687474846340081e+01 -1.443302760438490395e+01 -1.814926578142934943e+01 -7.380988354427067577e+00 -1.609423345426957042e+01 -1.536677828627549047e+01 -1.122482872427184475e+01 -8.053950907887781341e+00 -8.400598023026674355e+00 -8.472697724441317746e+00 -1.761384878151534394e+01 -5.625450300933536596e+00 -1.348483625372111305e+01 -7.935663853796867784e+00 -7.901889354044669744e+00 -4.243717369159668351e+00 -1.689767222753566500e+01 -1.227673644887822491e+01 -1.170568129203333285e+01 -8.998631826204828599e+00 -5.647539887605006470e+00 -7.943457878546652751e+00 -7.670981646079084726e+00 -1.305801992663805322e+01 -7.079160131251512666e+00 -4.554438196212103662e+00 -1.250738653284571456e+01 -1.092799930959070309e+01 -4.732355898220461654e+00 -1.522380068403451503e+01 -9.769466748577301018e+00 -1.657727674924535677e+01 -1.373336223999861261e+01 -1.568030104412872561e+01 -8.259102167082360779e+00 -1.714895777475766181e+01 -1.045732967547409942e+01 -8.308816792450855360e+00 -7.486444739509806823e+00 -2.292216134711496522e+01 -2.383698538900723918e+01 -3.687482100357300396e+00 -9.290512986795192774e+00 -2.877798869090783285e+01 -5.703661924602442923e+00 -7.373081066903878877e+00 -9.874091476840874293e+00 -9.353773724489968799e+00 -1.083260632925932043e+01 -9.535590570734740368e+00 -1.425229677009618001e+01 -1.151515368342141699e+01 -4.808618811042805419e+00 -1.519958939886929272e+01 -5.666839075509855661e+00 -1.956075146998809089e+01 -3.206823930589779081e+01 -1.930006504020289526e+01 -1.141746223566084950e+01 -9.309899186931758663e+00 -1.931741271036995045e+01 -1.956201523703036571e+01 -1.146295252170924073e+01 -2.029799789626567019e+01 -8.137162261025807197e+00 -1.079850182755023980e+00 -1.843950692456168383e+01 -1.279387805444136461e+01 -7.308369200092528217e+00 -2.654449600158224598e+01 --3.604503239582328433e-01 -1.996229590168258028e+01 -6.920350808553862976e+00 -1.522380068403451503e+01 -1.080097817979287811e+01 -8.515530187027181341e+00 -9.749515748346780697e+00 -1.070269398273062222e+01 -7.360837430992674513e+00 -1.232655279452592367e+01 -2.261499751250141799e+01 -1.536677828627549047e+01 -1.007805617127270637e+01 -2.251357094513329571e+01 -1.254869589377439354e+01 -1.511266157480017114e+01 -1.299768756319383556e+01 -1.546918037419283110e+01 -1.320714742945763476e+01 -1.560330098608703508e+01 -2.718919149704284166e+00 -1.086204775852502280e+01 -1.595292937801332300e+00 -1.595720266580323710e+01 -7.213377817834654593e+00 -5.462097135657273839e+00 -5.057990414136114055e+00 -1.209304036269300298e+01 -7.535586045868370775e+00 -8.845963559947136901e+00 -1.715474757955816187e+01 -1.716430348878127177e+01 -1.252737919025773294e+01 -7.191809659962856927e+00 -1.299293102322918969e+01 -1.328668585046908390e+01 -6.548699253719490798e+00 -3.723750535479553037e+00 -1.684704372664091920e+01 -1.688576028368588311e+01 -3.388157914373354629e+01 -1.641401116391196524e+01 -7.932532415129301739e+00 -1.792240735577335897e+01 -2.478906593187335261e+01 -1.773537988224295248e+01 -1.232463975389001121e+01 -1.343521162434608129e+01 -6.649689665950461404e+00 -1.084796468977160089e+01 -9.547983705560170620e+00 -1.433711643184707896e+01 -5.470076533050331591e+00 -4.612057147571704263e+00 -1.330731066849078559e+01 -6.218051877088996093e+00 -1.148679702993393903e+01 -8.121634501514009230e+00 -1.684042113293946841e+01 -9.380763170437177223e+00 -1.311060819912013642e+01 -9.113442391221965977e+00 -1.326798919155827150e+01 -5.903589855635971162e+00 -1.052617252633348244e+01 -1.339322273162177623e+01 -1.125400089251553482e+01 -1.387606045942158062e+01 -1.730877896374167335e+01 -1.477972932571290698e+01 -6.725128624041971648e+00 -2.617206102929836220e+01 -5.701864067379958101e+00 -6.276888364065911219e+00 -7.014254673577482890e+00 -1.587598943512777794e+01 -1.158101838574327758e+01 -1.144574611873443359e+01 -6.308743734885652543e+00 -1.539942059969561683e+01 -2.363413750325453577e+01 -1.152371295729238909e+01 -7.815220467143660699e+00 -1.985220630686436039e+01 -9.619340745744651144e+00 -1.215689441072505872e+01 --2.762152374050160120e+00 -1.333457758549198502e+01 -1.405861352991921365e+01 -4.611934375132662467e+00 -1.619607921861737054e+01 -2.793170921549400987e+01 -4.732355898220461654e+00 -1.061682348077441418e+01 -9.833470443806845651e+00 -1.785087860323051245e+01 -5.451145536331637231e+00 -1.243834613198917793e+01 -1.084937285046538591e+01 -1.662177636340682341e+01 -8.772001989316478898e+00 -3.112116705703982689e+00 -1.025022754138718994e+01 -8.601782941023827789e-01 -1.083940352117693351e+01 -8.476343620026128178e+00 -9.639643696112912608e+00 -5.042034512386315726e+00 -1.538497186814868201e+01 -1.256362635775212766e+01 -2.416661716857713316e+01 -1.522380068403451503e+01 -2.967308783448977749e+01 -1.459940118431872236e+01 -2.471902159256255516e+01 -9.640710161932034339e+00 -1.144781899124461688e+01 -2.507058535124404841e+01 -2.140059081576671929e+01 -1.153227838765877777e+01 -1.113360752797024134e+01 -1.996245103189768599e+01 -1.344519747901532014e+01 -5.701864067379958101e+00 -1.137613907096982757e+01 -2.000100196385271545e+01 -6.723031736933549496e+00 -1.664090197106351354e+01 -1.235330493499000681e+01 -8.483958295667676452e+00 -1.227767482006224498e+01 -1.368596655020088804e+01 -2.174443479563169035e+01 -1.165906467049978801e+01 -1.132086539854300611e+01 -1.444091560253185946e+01 -9.966330365943747438e+00 -1.345968382380671358e+01 -5.073587523437964819e+00 -4.946757084572965368e+00 -1.306605417583172368e+01 -2.504460476950106340e+01 -8.717848206260384814e+00 -1.066411314690097356e+01 -8.646329616639732762e+00 -1.174703486616546400e+01 -9.620826295479659507e+00 -2.031127339780985608e+01 -1.272658086717952131e+01 -9.934414002007613931e+00 -1.615980810299768677e+01 -1.556107357995095697e+01 -2.851470246927082997e+01 -1.211086019263559876e+01 -1.457980843815666105e+01 -5.739209497440597829e+00 -1.517002034304222491e+01 -8.179558347711207489e+00 -1.740109890619805810e+01 -6.249477523236876664e+00 -1.652576023630814461e+01 -2.149322897798144538e+01 -8.262918795108703307e+00 -4.609676070232126222e+00 -1.083906122759476887e+01 -1.257578853214202752e+01 -1.149392143963204660e+01 -6.614924018848014953e+00 -1.440634981920561586e+01 -9.760218532292768145e-01 -1.197677036451464971e+01 -8.054361795241845812e+00 -6.953725474774330451e+00 -1.136466741005492054e+01 -4.899117977807733837e+00 -1.079750585393263407e+01 -6.589321133954030074e+00 -4.842977781457008746e+00 -1.002451396336995515e+01 -1.046484712698529052e+01 -5.244671446002300286e+00 -1.092226602312483408e+01 -3.387161874638887582e+01 -1.095443571783114578e+01 -1.307395443867432050e+01 -4.052772057572830988e+00 -1.587305624223981226e+01 -2.207467303765270117e+01 -1.175202348416775067e+01 -1.203390326864150950e+01 -6.776804360644206326e+00 -1.689937740024677737e+01 -1.530721629451628019e+01 -2.255026564784635923e+01 -7.536380481935211151e+00 -8.027229962224183168e+00 -1.711011674016140205e+01 -1.986423799792734712e+01 -3.649264343628075835e+00 -1.432812523416598083e+01 -5.050818906354592741e+00 -1.047639252152595191e+01 -1.949520056009282598e+01 -1.284608774618662608e+01 -1.110957874374614107e+01 -1.773371971129009239e+01 -1.563990879236213516e+01 -1.079785768465347928e+01 -1.106510507271502775e+01 -1.860229843912679826e+01 -2.120450031175450079e+01 -1.057784355651142505e+01 -3.865068500274134067e+00 -2.936520496220978771e+00 -7.016860776322673132e+00 -9.569289218039187972e+00 -6.595584024946958834e+00 -2.331325524916795189e+01 -1.530778403101919594e+01 -9.416435187349634361e+00 -1.600352112603398780e+01 -2.743855196611727365e+01 -2.504460476950106340e+01 -1.181961133140784170e+01 -5.625450300933536596e+00 -1.778575169455922378e+01 -2.262723684375794164e+01 -8.824897783475137203e+00 -4.070044740155367435e+00 -1.033917216868749733e+01 -2.023645990343896983e+01 -6.422755108379789135e+00 -1.933871440888333382e+01 -1.219935181582837913e+01 -1.301746995516427319e+01 -1.147267855686088467e+01 -4.332686340489658505e+00 -6.535702273629269143e+00 -1.878905640802675237e+01 -1.664096097618850933e+01 -1.127326531336143489e+01 -1.763494667274768801e+01 -1.230781811964031647e+01 -2.844588039789798017e+00 -1.308921068369616592e+01 -8.569648244499830980e+00 -8.457182370395784687e+00 -2.504460476950106340e+01 -1.822354191482325803e+01 -1.206818307689340486e+01 -1.545993548396387496e+01 -1.750453900619534409e+01 -9.573087214431126313e+00 -8.647064684874422369e+00 -2.292792906047077395e+01 -8.547435374369399597e+00 -9.698979119944837635e+00 -1.375885141658437760e+01 -8.804098635741695489e+00 -5.939855632668724184e+00 -1.547067485634740081e+01 -1.748398437578048004e+01 -5.050818906354592741e+00 -9.350432395389205453e+00 -1.073414857465249383e+01 -1.145850671509826668e+01 -5.422684143082051378e+00 -1.070003201744867738e+01 -8.429342217379073077e+00 -1.104029506343356104e+01 -1.182748077769863926e+01 -1.017364227372470964e+01 -1.389939524371153823e+01 -1.108912104137782251e+01 -2.950373506100078203e+00 -1.483875278574480205e+01 -1.706897604791207357e+01 -1.119577842704320858e+01 -1.086604375070115225e+01 -1.414771079161627654e+01 -1.095503697397795406e+01 -1.216830289527698028e+01 -1.301407718551588744e+01 -4.244436910506834693e+00 -1.250738653284571456e+01 -8.290652052346217715e+00 -2.358068757984793251e+01 -1.265996240917239390e+01 -1.240343239698162847e+01 -8.867237506157991334e+00 -9.981949303566423737e+00 -1.878494130398576090e+01 -1.448921882172795961e+01 -1.964287442241644044e+01 -1.319273118651922516e+01 -1.182308487747840786e+01 -1.714633930170590759e+01 -1.372197177656312306e+01 -1.062102535807095194e+01 -1.143012871840755906e+01 -1.800956665768246978e+01 -1.285217131945277913e+01 -7.155796786820857847e+00 -1.618775107468020735e+01 -1.727234516563883915e+01 -9.913923185219630341e+00 -1.097742828076576416e+01 -2.234238397581049185e+01 -1.267018885896970914e+01 -8.001270800608068612e+00 -8.020351690736191586e+00 -9.872153768464798418e+00 -1.648369057133989202e+01 -3.553810619733303611e+01 -1.054848869413898171e+01 -1.373985420661875878e+01 -1.916721287292139664e+01 -1.563294893990151024e+01 -1.440177395406631433e+01 -1.414771012687560869e+01 -1.574435318337235401e+01 -1.412324068692058177e+01 -1.730877896374167335e+01 -1.517008156738114621e+01 -1.324648425122806827e+01 -1.368543337427253448e+01 -9.316726850760232992e+00 -9.283512003398044499e+00 -1.519280055219100234e+01 -7.376481906699979163e+00 -1.168014537457774793e+01 -1.747991399022056669e+01 -1.749876053303152901e+01 -1.297910436735583062e+01 -1.002019550253739055e+01 -8.564582908530098848e+00 -1.126584856038503801e+01 -1.644856236262957339e+01 -3.054880997905840445e+00 -3.449988718146481403e+01 -1.261011421177751402e+01 -8.266416980263301184e+00 -1.043118172206040128e+01 -1.695138552262999099e+01 -1.269946203637074689e+01 -1.643178090463568708e+01 -1.045741438606908957e+01 -1.086067233397054110e+01 -1.144452775843106451e+01 -1.622708895662724160e+01 -1.518618304440104794e+01 -4.537929514196889613e+00 -1.108120843051877102e+01 -1.939028285435651355e+01 -4.454137729987692751e+00 -1.289415893316665063e+01 -1.299209938627517147e+01 -5.882748640757668568e+00 -2.381630630503657642e+01 -1.206680568563984934e+01 -2.102766430966811129e+01 -1.209294281573008334e+01 -1.390706507889680665e+01 -3.892075772488539087e+00 -9.835102965778915518e+00 -7.518759596605718798e+00 -4.844248545158663433e+00 -5.453883884948069749e+00 -1.858396284478271809e+01 -1.841909399003844783e+01 -8.718286885437152023e+00 -1.148402334339358788e+01 -1.438307056759659019e+01 -1.227532261436267902e+01 -1.120656778974185386e+01 -1.616369867172608110e+01 -1.708893637694612266e+01 -7.437590386815159604e+00 -1.446333771129218349e+00 -2.261499751250141799e+01 -1.702805928559921256e+01 -1.552998238715346702e+00 -1.443027122608823731e+01 -1.151467065937066536e+01 -1.384810795321654098e+01 -1.270090834732322094e+01 -7.855382094794734371e+00 -7.835948098299368780e+00 -7.592796505264914231e+00 -1.027866220873919190e+01 -7.266038848567802688e+00 -9.501839896339049574e+00 -2.214889936539351822e+01 -8.279453847002514522e+00 -1.142879358114798549e+01 -8.000281422397335973e+00 -2.335901030588625815e+01 -1.159099951100641590e+01 -1.547454536152127957e+01 -1.844112010796341394e+01 -1.497770066252205368e+01 -6.192085411869669542e+00 -2.570234803129824286e+01 -8.084004166653130596e+00 -6.394802579474770710e+00 -1.420920486661833593e+01 -1.760214016507721624e+01 -2.328985860023833254e+01 -2.216887050666358050e+01 -8.561684526861299105e+00 -1.033798163260432545e+01 -8.456478481020539562e+00 -9.143507415774223546e+00 -3.430015938075413828e+00 -1.738024162004364825e+00 -1.690609031883256819e+01 -9.361416068804871315e+00 -1.705390431284978092e+01 -4.879769974281842337e+00 -9.085172276338198571e+00 -1.326049495526403632e+01 -2.772798591402938939e+00 -7.682554207235028798e+00 -6.126401531965058211e+00 -1.205579574899478246e+01 -6.920350808553862976e+00 -1.210716056980784572e+01 -9.390861764614783169e+00 -7.732605055407262284e+00 -1.073138262108432173e+01 -1.395513561840982675e+01 -8.391873694169404985e+00 -2.664764029359159281e+01 -1.006654683221825053e+01 -7.473296227456046381e+00 -1.179095905474649442e+01 -1.291196359313097730e+01 -1.418470419907428948e+01 -1.974928554199057373e+01 -1.599448754097211634e+01 -1.035848372820150587e+01 -1.388815561567474788e+01 -1.225991760715155010e+01 -8.446883235076171559e+00 -5.881618338483050934e+00 -9.207533355081551463e+00 -1.183120835465317100e+01 -5.486073069836393756e+00 -1.385913327795418581e+01 -1.070003201744867738e+01 -6.251188261271309443e+00 -1.553849876548173370e+01 -9.324448044260464030e+00 -9.103487536115082435e+00 -7.014841167162842339e+00 -5.234062327374005008e+00 -1.511635903206246212e+01 -1.956593668874894831e+01 -1.609408323108972638e+01 -6.057136643293787870e+00 -2.012079513265582875e+01 -1.558873424539582686e+01 -2.321653512359893057e+01 -1.743168984715714487e+01 -1.420715364052473717e+01 -1.355247299433999331e+01 -2.635331281988548824e+01 -2.068713902611099797e+01 -1.285217131945277913e+01 -7.589134323850956321e+00 -9.326334752358874880e+00 -9.100031764490694286e+00 -9.047762392990563285e+00 -6.131394842407487999e+00 -1.084465356081528853e+01 -1.492832237067283074e+01 -9.855672668443858697e+00 -1.797284600771958196e+01 -6.129036044970973762e+00 -1.665293354380044377e+01 -9.874273919552749135e+00 -9.923354808728163334e+00 -1.567100384523149614e+01 -1.232424637619955377e+01 -1.051381895710912318e+01 -1.591139458672414264e+01 -1.579142007681238624e+01 -1.453697204329064618e+01 -1.631936867257530821e+01 -3.346999779491270033e+00 -3.866670443758835063e-01 --7.007920868477128806e-01 -7.943938914336442281e+00 -1.352152712984464245e+01 -1.349370735532373544e+01 -1.094174814230994741e+01 -1.631111290167358163e+01 -1.399357824717770882e+01 -4.029267885955491124e+00 -9.636047796499553897e+00 -1.153757815620733140e+01 -1.032411047307381580e+01 -1.800674382792394113e+01 -1.297451574204397673e+01 -8.350987930158922268e+00 -2.884825096627949392e+00 -2.190438507652805811e+01 -9.593626320928436257e+00 -2.276853922432607646e+00 -1.362361618527719997e+01 -8.383569026758308951e+00 -8.285001242877441996e+00 -7.554441134866166863e+00 -1.535434707007168242e+01 -9.768508894952688593e+00 -3.006879999488262456e+00 -3.403524325970711573e+01 -8.724402659998929721e+00 -1.333866477793387162e+01 -1.224001978195025231e+01 -1.046712559699504652e+01 -1.305437712782396886e+01 -1.412252995891996932e+01 -1.722217553965489856e+01 -1.261011421177751402e+01 -1.662428650537522401e+01 -1.717881260698845836e-01 -1.151592633359989293e+01 -8.249002578570738820e+00 -1.157211384909975038e+01 -4.436109871801093618e+00 -1.907969946189581378e+00 -5.413205586218822418e+00 -1.576203145026563845e+01 -1.589965959869682877e+01 -1.548373354384047218e+01 -1.384654887908297383e+01 -1.252525269126967089e+01 -9.538654426874714432e+00 -8.558946168633184470e+00 -9.943610569383579900e+00 -6.548039129270463832e+00 -4.979806540953404692e+00 -1.607471383314971547e+01 -1.200024458150284090e+01 -1.059395195321667416e+01 -1.461847512935332816e+01 -1.355931865453857199e+01 -1.001311467601523475e+01 -1.381545948714683902e+01 -1.551419158053673186e+01 -5.049708737034968919e+00 -1.263348739811165444e+01 -1.507087744267765572e+01 -6.542578946938007789e+00 -5.162298559997054781e+00 -4.034544571318207318e+00 -6.097802014395114156e+00 -1.487354548504869456e+01 -1.308436179404111499e+01 -1.214962882840026737e+01 -1.232155969952029295e+01 -9.853924815966507822e+00 -1.551058803601580394e+01 -2.146981332054772906e+01 -8.341475357573827409e+00 -1.032411047307381580e+01 -9.535257144112776473e+00 -1.207990945336007371e+01 -5.210351013299103329e+00 -7.488672857930197324e+00 -1.316748953739752892e+01 -7.867109465102231525e+00 -1.074684381655447396e+01 -1.106983535291526266e+01 -9.654243197442056612e+00 -8.792256271323068972e+00 -5.224484750029446900e+00 -1.516132277690411456e+01 -2.689071031478702878e+01 -1.037544267684214105e+01 -3.553810619733303611e+01 -6.676392058988923850e+00 -1.059577803492730652e+01 -1.468551871112941853e+01 -1.190623911850617844e+01 -8.566003154345182224e+00 -1.175634207548860388e+01 -5.281229739086640507e+00 -1.268443787535858291e+01 -1.008401059151589152e+01 -9.463047615797421486e+00 -1.438939582200268319e+01 -5.261186562625347563e+00 -8.235421852965757239e+00 -9.851207193247532246e+00 -9.623174033312423603e+00 -1.711321846812347758e+01 -1.362746485978755118e+01 -1.506824774799757449e+01 -2.019287031637816199e+00 -1.199903820611200445e+01 -6.195402395266867757e+00 -1.324314400031171601e+01 -3.128752202391183346e+00 -1.474656518644290770e+01 -1.041475000812836527e+01 -2.042115142671920580e+01 -1.068255599237438958e+01 -1.152371295729238909e+01 -1.166475722232752332e+01 -1.014840333208175593e+01 -6.156332550406787618e+00 -1.116051364937879953e+01 -1.108630747410722961e+01 -1.422860862378817615e+01 -1.574493297000756797e+01 -1.424969260726322773e+01 -1.695290924872550420e+01 -1.050347410451085750e+01 -1.054016603936265994e+01 -1.677602908943032389e+01 -1.409560794815170937e+01 -1.106948655832107420e+01 -2.783945449415513451e+01 -1.000480212839300975e+01 -1.113073278819520340e+01 -1.150691241130628839e+01 -1.390360901416171657e+01 -6.166396526652150101e+00 -4.789673458572167419e+00 -5.627050669246244752e+00 -3.578030801147036755e+00 -6.301657994128404994e+00 -9.549996594898587432e+00 -9.651591044815788223e+00 -5.584123166459505683e+00 -1.317924485126567902e+01 -1.716247675827337105e+01 -2.584586607727190710e+01 -1.481905453364774417e+01 -1.244073072457658213e+01 -6.463226337021893642e+00 -6.722802798516340772e+00 -1.377295512892946761e+01 -9.522931353713943281e+00 -6.170749866186966415e+00 -6.439181876788566683e+00 -8.833075438842939775e+00 -5.667729234548431805e+00 -4.328872295862268516e+00 -9.400863591036042521e+00 -8.198384312945577790e+00 -1.311434545242957483e+01 -6.023330583714212594e+00 -9.499275268930716720e+00 -1.467954986791205840e+01 -1.504012046883418918e+01 -1.609140494731362026e+01 -2.157939551961837310e+01 -1.650813779987777252e+01 -1.721851162814854774e+01 -8.956266002702264473e+00 -8.646830608003924112e+00 -8.391639831368564728e+00 -1.628412767869497202e+01 -1.291535518304844743e+01 -1.057784355651142505e+01 -1.432515166720457955e+01 -1.206786155474338784e+01 -1.891304608428936262e+01 -5.701864067379958101e+00 -7.041085889812634946e+00 -6.335927603411832365e+00 -3.723750535479553037e+00 -1.213493562185125541e+01 -1.656056909684937750e+01 -1.665507019611422379e+01 -2.994669649800766820e+01 -1.815364844298062508e+01 -1.099862545437494532e+01 -4.264547486171920809e+00 -2.388055720635560419e+01 -8.725192032126841468e+00 -1.257961178498779020e+01 -8.073451418506763844e+00 -1.434882839682487088e+01 -9.656592799404791094e+00 -4.503978671319359250e+00 -6.019282376116947830e+00 -1.545000128910919557e+01 -6.257921219462701856e+00 -7.507188103902805665e+00 -3.525518716165052524e+00 -1.884061065803348356e+01 -1.298970753009632517e+01 -9.907199184906417599e+00 -1.592501030402287654e+01 -8.863137321860435236e+00 -9.883482247218594807e+00 -1.293784572152884493e+01 -5.773612862346595875e+00 -1.424666758033355052e+01 -1.652024372636269334e+01 -2.012696096182047256e+01 -2.654374591950221429e+01 -1.462135951287375235e+01 -9.828259048471551296e+00 -9.280162628742360198e+00 -1.210216517905622879e+01 -9.292768531096527340e+00 -1.968752211658774343e+01 -1.612653708955315324e+01 -9.423359905908014866e+00 -1.307131319880663511e+01 -3.318964569097020956e+01 -1.304609143118072723e+01 -1.445839297903512488e+01 -8.755880569125025659e+00 -1.275227815428149825e+01 -1.111042686712956140e+01 -7.898907654354047736e+00 -1.692624074793197053e+01 -7.863784735782530788e-01 -1.461519773661171939e+01 -1.660640843478891782e+01 -1.195364975447763811e+01 -1.182823286488741132e+01 -1.031742644849182966e+01 -5.079127086691983095e+00 -1.208081699779492624e+01 -1.352938316250023831e+01 -1.894297841542314131e+01 -1.541292381079499307e+01 -1.260033858660216310e+01 -2.076464007809211409e+01 -1.224592666613779102e+01 -2.578214878705394142e+01 -1.016303235534081750e+01 -7.687018884355914849e+00 -1.845596007467845823e+01 -6.938189872915785372e+00 -1.522380068403451503e+01 -4.193116960485241407e-01 -1.987923823164226178e+01 -8.966396252423677993e+00 -1.114028824170419796e+01 -1.062589978106467470e+01 -8.789099536652457800e+00 -5.821141455941202025e+00 -4.230178030137615508e+00 -1.450624205934113320e+01 -9.105222964273636421e+00 -1.305730604506038617e+01 -6.794405405368735273e+00 -5.486073069836393756e+00 -1.497770066252205368e+01 -1.616175400847183141e+01 -1.200387044465573183e+01 -1.477026476843306568e+01 -3.346458197279090996e+01 -5.797721260218693828e+00 -1.104481916240770545e+01 -1.245474963882369934e+01 -1.447341388195361844e+01 -5.877897686812630695e+00 -1.244591339856108902e+01 -6.272547050839762051e+00 -1.433128133350948019e+01 -5.842130384650985775e+00 -1.846006693235162288e+01 -1.814400709895745933e+01 -1.297689104300729923e+01 -1.140104678454562759e+01 -9.347258643030230019e+00 -1.509089377023214240e+01 -3.017085831295523235e+01 -7.583981471022866572e+00 -1.598610743480631413e+01 -5.486073069836393756e+00 -1.782719723796316202e+01 -1.257528102974812612e+01 -3.862230316884051717e+00 -5.701864067379958101e+00 -1.023851258957141397e+01 -1.624040655863562677e+01 -7.331415414622156845e+00 -1.316124774460260483e+01 -1.770643384343884463e+01 -1.224777470333128804e+01 -3.942697932452745135e+00 -1.221429739332459974e+01 -1.652650781731964003e+01 -1.388809788462393158e+01 -1.554208842235239274e+01 -2.106060840955797175e+01 -2.209287026459497838e+01 -1.356287119375453187e+01 -1.956684792889890900e+01 -3.387161874638887582e+01 -1.333935658166743110e+01 -1.836511474913538677e+01 -1.306991229650304831e+01 -5.057679142398569638e+00 -1.537344695100826186e+01 -1.092210773134461022e+01 -8.028021394909799824e+00 -1.532979816720022370e+01 -1.522380068403451503e+01 -1.304310199102579304e+01 -4.948632911004324342e+00 -7.125651227578401858e+00 -3.125705140385217362e+01 -1.317982132235172799e+01 -1.085532862926540076e+01 -3.614612640863913384e+01 -3.687482100357300396e+00 -4.359420121304836471e+00 -8.869222396559138133e+00 -7.600099634229636081e+00 -1.232310598543659808e+01 -1.906113937502503575e+01 -8.277290439508007580e+00 -8.646329616639732762e+00 -6.757285997072642658e+00 -1.375792834110814056e+01 -7.576454453044590309e+00 -6.911870925341006000e+00 -6.502580941682140292e+00 -8.178746229068124762e+00 -3.648996571296592606e+00 -1.656520448720756633e+01 -7.756680257985905769e+00 -5.810873599257959654e+00 -1.420715364052473717e+01 -1.081400765291238031e+01 -5.845172560835322884e+00 -4.074046007111206791e+00 -8.812805021128582439e+00 -1.628511980939104831e+01 -1.320871676294621011e+01 -1.829778485030810486e+01 -7.390885411297858809e+00 -1.054225666880046219e+01 -1.696308492120645894e+01 -1.662274754565993362e+01 -1.178678496758558936e+01 -1.348483625372111305e+01 -1.207990945336007371e+01 -9.406928107288450747e+00 -7.265145619659818976e+00 -1.239108976693103159e+01 -8.212270728665288289e+00 -1.024544127624126588e+01 -1.621732724566182071e+01 -1.745819511552736003e+01 -1.009013187275012058e+01 -1.839445946945795640e+01 -1.589511391659223705e+01 -1.150298275710369467e+01 -2.696768732456077089e+01 -7.738412523176251057e+00 -1.446893132170656315e+01 -1.305641297119537114e+01 -1.230662534741962588e+01 -9.977954241446553851e+00 -1.477189882397826182e+01 -4.353097585362291966e+00 -1.081337638501966580e+01 -8.683025410465447180e+00 -5.422279619048595123e+00 -2.676451809089498113e+01 -5.712853565026350111e+00 -2.743855196611727365e+01 -7.200886111921974475e+00 -1.309272350915487948e+01 -6.253974585120545271e+00 -9.280162628742360198e+00 -9.414789367113769458e+00 -8.322693132842587715e+00 -1.643591732546336459e+01 -1.221743116408890728e+01 -1.017927377696491931e+01 -1.050971472181460342e+01 -1.122316665432423122e+01 -7.420648283623734187e+00 -1.288045192093954938e+01 -2.138049173625412891e+01 -1.314523653597979092e+01 -1.490686162593243580e+01 -1.469669091839884345e+01 -1.459880265301273994e+01 -8.135715324842195173e+00 -1.165948632079631864e+01 -1.070003201744867738e+01 -4.121603654325639354e+00 -1.552663377575545667e+01 -1.818154284762923112e+01 -9.361109897560226045e+00 -1.559373655283340554e+01 -7.787371085677662563e+00 -4.867732614756519638e+00 -7.646359348885667373e+00 -1.989814331372572553e+01 -1.126644534589433988e+01 -1.376640976787707871e+01 -3.346458197279090996e+01 -7.264148731391486535e+00 -1.066566528670368541e+01 -1.619769824214949949e+01 -8.845963559947136901e+00 -1.199427263691706003e+01 -1.504283739105832751e+01 -1.310881115188188062e+01 -1.624128042109020953e+00 -2.504460476950106340e+01 -1.260833431597647802e+01 -7.681942680109514754e+00 -1.243596139989179505e+01 -8.084004166653130596e+00 -8.631615561898172473e+00 -1.559700169896950683e+01 -2.506735979600647113e+01 -1.684257063751350358e+01 -5.447632884201439651e+00 -1.064896313197486677e+01 -1.145867882637308810e+01 -2.299069118468875672e+01 -2.252392583389037384e+01 -8.555641609594161423e+00 -1.169158974815242402e+01 -9.406556790208099983e+00 -9.011595718028559077e+00 -1.190815902223486944e+01 -8.104351526025425301e+00 -1.129035177234219134e+01 -1.932296208676032734e+01 -7.217996400419863789e+00 -7.581500389917323446e+00 -1.619550374074255217e+01 -8.939183018534535563e+00 -1.502378390149753784e+01 -1.352064838008904246e+01 -1.283641151416988180e+01 -2.103220784504109986e+01 -1.177965228177558288e+01 -1.345630659890956338e+01 -1.086204775852502280e+01 -1.746470277340131361e+01 -1.041447081707866573e+01 -3.524471621130899734e+00 -6.459491038259301376e+00 -1.391537792429880938e+01 -1.455907088182306097e+01 -1.609838672696351125e+01 -9.361798858171425763e+00 -1.723796525072312136e+01 -8.353472006394724758e+00 -6.016488420362094303e+00 -1.135436702941518661e+01 -2.037771202108505975e+01 -6.912133672700122133e+00 -1.666400302871728911e+01 -1.101807611891354099e+01 -4.609676070232126222e+00 -1.522757161829437678e+01 -1.288454989662331229e+01 -7.197259723320186708e+00 -1.749602543262881227e+01 -1.021769489709934930e+01 -1.574363016748876021e+01 -1.427403882989717943e+01 -9.002587163325316055e+00 -1.072744437330497647e+01 -1.421884577487880108e+01 -2.016700946721205412e+01 -1.111397998109893592e+01 -1.825128205317935226e+01 -2.869678184660358511e+01 -1.735120537403162189e+01 -1.639299189016158209e+01 -1.346941651817270724e+01 -1.981587345473637640e+01 -1.790750121399851480e+01 -1.356285399140126913e+01 -1.094815298272197879e+01 -1.472588792009018732e+01 -9.812728428306698447e+00 -5.312976750313040952e+00 -5.030356518751304407e+00 -5.496063169342562560e+00 -1.207990945336007371e+01 -1.001643547756928854e+01 -1.592067913563934667e+01 -2.128564783788495163e+01 -2.848869858791753984e+01 -1.582706290165248220e+01 -1.050891479959105368e+01 -1.026633652949658426e+01 -7.079013249830694576e+00 -9.906844949842096071e+00 -5.008736896290457707e+00 -9.147994781973693534e+00 -4.876400385362344991e+00 -8.561684526861299105e+00 -1.239452371786252627e+01 -1.239530011392983511e+01 -1.183459254338484357e+01 -1.183744231066702923e+01 -1.073138262108432173e+01 -1.342253380025317711e+01 -1.352424869169546184e+01 -1.192483794308294875e+01 -1.190989578544305516e+01 -2.242933478365941369e+01 -8.642083317264237508e+00 -1.780728774319950958e+01 -1.367136104684303177e+01 -1.868367162026362394e+01 -1.492832237067283074e+01 -6.414234665034840077e+00 -7.859558976836609645e+00 -1.733161420246922546e+01 -1.046345862822109041e+01 -6.146194980899451821e+00 -1.061859482382294573e+01 -6.617238264433964900e+00 -8.743783154630236254e+00 -1.367823062135840928e+01 -1.402922850831700430e+01 -1.017615225340296092e+01 -5.446935858126991548e+00 -1.449345801646900611e+01 -2.031017526945508678e+01 -1.040277119293178032e+01 -2.161896033643014903e+01 -1.519234127336929419e+01 -4.324754709580687972e+00 -1.837752017441036401e+01 -1.608071901677610072e+01 -1.213296767681279675e+01 -1.314523653597979092e+01 -1.726933981373130678e+01 -9.098721152822577096e+00 -1.093946992208972802e+01 -1.118150286235540136e+01 -5.069223890169155311e+00 -6.989233255141115819e+00 -2.718932812936142795e+01 -6.731237468577845107e+00 -1.400351141579766079e+01 -2.531057070225386951e+00 -9.679535608078609243e+00 -1.608841574259787421e+01 -2.018924281664631337e+01 -2.251357094513329571e+01 -2.002516407106169538e+01 -2.042326375636098135e+01 -7.087511891615008608e+00 -8.853571417069460381e+00 -4.740983645957342674e+00 -8.677435261793320365e+00 -1.433711643184707896e+01 -2.338438534444850347e+01 -8.961506255044966451e+00 -7.068259630567055751e+00 -1.520301860451728260e+01 -1.311477691346523500e+01 -1.418867650983962392e+01 -1.326625329324529901e+01 -1.034313838036337074e+01 -1.175284931993314785e+01 -1.543273224364999407e+01 -1.057784355651142505e+01 -5.908808861591992923e+00 -8.626756131622954626e+00 -8.973092845962170827e+00 -4.283755935392079550e+00 -1.524881735341325850e+01 -6.221626350246268089e+00 -6.914160748272678347e+00 -1.405647770703374988e+01 -1.067127927409069343e+01 -1.434550949660410879e+01 -1.239434475568994287e+01 -1.001729302894055706e+01 -1.336483210454746029e+01 -1.286759011736258174e+01 -1.622955916783624275e+01 -1.890055691795771509e+01 -2.098926571502144611e+01 -2.031017526945508678e+01 -5.349075683162908490e+00 -1.110747971249449506e+01 -1.307239104292131060e+01 -1.788959342167120781e+01 -4.725867257188077986e+00 -1.427489551030420500e+01 -1.230662534741962588e+01 -1.174009993063390311e+01 -8.855722832519035137e+00 -1.604768416666240682e+01 -1.867470113247361496e+01 -1.317314507187117556e+01 -1.442225451380038237e+01 -2.373989656103144341e+01 -9.535176732515097342e+00 -1.158835210243945824e+01 -1.354373925784837240e+01 -9.005447112454291414e+00 -1.723762900928684871e+01 -8.478090028449798865e+00 -1.117412915619351566e+01 -5.029891516515036187e+00 -1.006223935370775280e+01 -8.372671240493914979e+00 -1.541292381079499307e+01 -7.204774994777267239e+00 -9.010451363703893435e+00 -2.114105945919507690e+01 -8.331495660280538118e+00 -1.913174663896548111e+01 -1.126540891540892630e+01 -8.665242617726391927e+00 -6.806455952303451795e+00 -1.819754744303148186e+01 -1.638011760168578235e+01 -8.731043812494505119e+00 -1.113572979211542702e+01 -6.776644765605681187e+00 -7.718872610514139865e+00 -7.976249685783656673e+00 -1.908543030651263450e+01 -1.152371295729238909e+01 -3.387161874638887582e+01 -8.084324617688864123e+00 -3.892952399476456549e+00 -8.824880258794891574e+00 -1.792175625132516359e+01 -2.016977523656429128e+01 -1.464954131978423391e+01 -1.117301310987113538e+01 -7.824132675867801368e+00 -7.318544143949026193e+00 -1.755718108213042683e+01 -2.266693264163185972e+01 -1.222379717164976398e+01 -1.176309902397512985e+01 -1.278924995182889290e+01 -4.814879358827411693e+00 -1.177212678262964118e+01 -9.742933740106764162e+00 -1.804055812195028352e+01 -1.414771079161627654e+01 -9.086872850892575570e+00 -2.228908599905386723e+01 -1.072198312179698121e+01 -5.261186562625347563e+00 -3.371778067498539144e+00 -1.261111132021973447e+01 -3.017519696214641556e+00 -8.924848741722826162e+00 -1.101646965908325626e+01 -2.177691053757652639e+01 --2.457205077527788717e+00 -1.014901059530521366e+01 -1.221797692622691045e+01 -1.313521210404444162e+01 -2.031017526945508678e+01 -1.451453762484283061e+01 -1.638144676808911981e+01 -4.698500445693923666e+00 -1.881977281117447376e+01 -1.510316613331985991e+01 -1.023807179874198425e+01 -1.284691993438229929e+01 -1.250997156513813025e+01 -1.207990945336007371e+01 -8.697380530792543141e+00 -1.195102480000323908e+01 -9.326334752358874880e+00 -8.238452484240184504e+00 -1.156631286238635425e+01 -1.742354761389165674e+01 -2.152055569020573955e+01 -6.951970352866084113e+00 -1.580484586147174753e+01 -1.464649702178022039e+01 -6.497640480810119357e+00 -1.316774376592098861e+01 -8.916028123174385200e+00 -1.383632757742014974e+01 -8.916685886090377267e+00 -1.192419022871663969e+01 -9.754805858937018570e+00 -1.786485096693506591e+01 -9.752279553133988088e+00 -3.918739843162782677e+00 -7.956462386682147780e+00 -1.031163649607260879e+01 -8.697380530792543141e+00 -1.543820604702507637e+01 -6.757941337968063067e+00 -9.165740068719358646e+00 -4.591317618131995459e+00 -1.522380068403451503e+01 -3.664182178404558954e+00 -1.376320720894960914e+01 -5.664586137128921450e+00 -2.829767738019228318e+00 -1.080836232801202357e+01 -1.668656970765371739e+01 -1.025291435066267809e+01 -2.639419256698946015e+01 -9.239128422223330972e+00 -1.495395781461476759e+01 -7.329344395910908361e+00 -7.903253235149094280e+00 -1.585028851624092283e+01 -1.019637499784344925e+01 -1.571254861073131792e+01 -1.369928987493386785e+01 -1.562479905869267327e+01 -4.678375935591219559e+00 -9.809543132618728123e+00 -1.168042827325457722e+01 -1.274582709720252183e+01 -6.394772796156416916e+00 -2.140945197915824849e+01 -1.978317927815395194e+01 -7.269905027960660959e+00 -1.039341198360379792e+01 -1.704203772205404732e+01 -1.019457035093144270e+01 -1.935095246060316754e+01 -6.920350808553862976e+00 -1.729567362471057379e+01 -1.179570022624767489e+01 -8.732105454720027637e+00 -7.363434182685125506e+00 -8.547450177603522548e+00 -7.813315423212827682e+00 -9.231487756733272931e+00 -7.949518947366058796e+00 -1.468717618056633967e+01 -1.259818576541132984e+01 -8.798093715861782016e+00 -1.662428650537522401e+01 -1.819013391519352751e+01 -4.018448368528666492e+00 -3.766568030344556917e+01 -1.240324402971205586e+01 -1.500193491284528591e+01 -1.168920154434191261e+01 -7.204685232409303808e+00 -1.363601947433619443e+01 -9.184300251469053933e+00 -1.634927557126397346e+01 -1.706897604791207357e+01 -6.070567005647745873e+00 -1.824259767272572219e+01 -1.374337542895774789e+01 -1.020725721906887884e+01 -1.204020458378988678e+01 -6.870358177584563464e+00 -1.142879358114798549e+01 -1.261012271727307166e+01 -1.209232570862540967e+01 -9.657952537908911950e+00 -1.940647914726484657e+01 -2.110037917392536144e+01 -1.106082656042362089e+01 -3.451318705346679394e+00 -2.009188286941726176e+01 -9.637866524200987328e+00 -3.516856521102766919e+00 -1.301407718551588744e+01 -3.206823930589779081e+01 -8.436004273764481809e+00 -1.264577838867207049e+01 -8.036330954456886388e+00 -5.868306618093285465e+00 -1.679507376460357193e+01 -1.620967077777929433e+01 -4.887886916224829292e+00 -1.695980577970352954e+01 -6.900209949074891824e+00 -1.486979199252054684e+01 -1.577327594892345530e+01 -2.269664113491316471e+01 -9.085235835644937197e+00 -2.877798869090783285e+01 -9.806020323553056528e+00 -1.460420487501257014e+01 -1.321800355309228792e+01 -1.159045570453160678e+01 -1.497995623987101510e+01 -1.780424875278684738e+01 -1.294209538373023349e+01 -1.012857804962236230e+01 -9.760218532292768145e-01 -1.016075464991027388e+01 -1.583792670149929904e+01 -1.288877118853461923e+01 -8.912536984875586654e+00 -1.268443787535858291e+01 -1.067897553848861492e+01 -1.326274244006613401e+01 -2.743855196611727365e+01 -1.642537907695569288e+01 -1.194605514313839478e+01 -4.713949589204474933e+00 -1.706897604791207357e+01 -1.157315492646264943e+01 -1.265155525839676898e+01 -7.843131761936533053e+00 -1.250383108229243589e+01 -1.734535764256681034e+01 -7.995442096175480629e+00 -1.473936425385454640e+01 -8.608085534984482479e+00 -1.145704329348491513e+01 -1.237176235476269426e+00 -1.171224785107376931e+01 -8.582773956056215070e+00 -7.178038440894425776e+00 -2.015912541784938128e+01 -8.348958809109120693e+00 -1.903993940364024695e+01 -1.170062634849567473e+01 -8.631786416999958078e+00 -1.142417331323873952e+01 -2.330917289541572757e+01 -3.387161874638887582e+01 -1.866802446997367326e+01 -1.084978442005184718e+01 -1.503798354028990047e+01 -3.133005345255739371e+00 -7.578512934725480932e+00 -2.560581266827972513e+01 -3.723750535479553037e+00 -1.882837129574598123e+01 -1.507550641967065985e+01 -1.266307442206468181e+01 -8.533743100878098176e+00 -1.261164916148732118e+01 -6.953725474774330451e+00 -1.625931441939866318e+01 -1.681388715449634219e+01 -1.272402185628297389e+01 -7.965381691512504858e+00 -2.925756384763388951e+00 -2.799220363525741107e+01 -1.153265292660945818e+01 -8.773907064911639964e+00 -8.044742324722321314e+00 -1.004934937654277860e+01 -6.819761915209056724e+00 -1.347522717327950659e+01 -6.229313644834391539e+00 -1.194786417467832962e+01 -1.070036833514805608e+01 -1.614501954917737692e+01 -1.563216008371058763e+01 -1.045366763627885121e+01 -1.027794082907733753e+01 -9.405495108922195868e+00 -1.030971505262753851e+01 -2.933588190177887611e+01 -6.267743206561391389e+00 -1.158940262640003027e+01 -6.251188261271309443e+00 -1.246745983027956584e+01 -1.353939337520864683e+01 -1.965358185217831988e+01 -1.734452632613587753e+01 -9.153368825050307578e+00 -8.061035337090274311e+00 -5.819361394708337798e+00 -1.233302989047948017e+01 -2.271830592185196451e+00 -1.057784355651142505e+01 -1.182237410397374333e+01 -1.334291977811430741e+01 -9.983008283794916338e+00 -7.048660221438524331e+00 -1.522380068403451503e+01 -1.499751436429428963e+01 -3.017085831295523235e+01 -8.991991977366609490e+00 -1.629680113276671705e+01 -1.504327683344476441e+01 -1.989973086482690690e+01 -5.735288675122504287e+00 -1.261011421177751402e+01 -1.675127212902107487e+01 -2.049576614267591879e+01 -6.958661767582455582e+00 -5.134797126933605682e+00 -5.742146052687857605e+00 -1.438307056759659019e+01 -1.304609143118072723e+01 -1.166607529335544768e+01 -1.022248393791080900e+01 -2.156578471559029708e+00 -1.213906719299956194e+01 -8.365326918375899368e+00 -7.086299510312073835e+00 -1.678941414839120227e+01 -2.468777273474512413e+01 -1.545680388261277471e+01 -8.170514835838574186e+00 -1.200748931920693963e+01 -1.651753502987337185e+01 -7.236077118649291151e+00 -1.564382832681894797e+01 -2.110218162867835190e+01 -1.545209285641377051e+01 -1.048533059387787603e+01 -1.272259044936237160e+01 -1.273177322682357726e+01 -8.483737960448095805e+00 -1.242736661091376504e+01 -1.513378748880691660e+01 -1.112654750114919011e+01 -9.459437036958846079e+00 -3.869691403814599084e+00 -2.757564746782992415e+01 -2.979919651045477735e+00 -8.272251666865614084e+00 -9.829028402158215272e+00 -1.185381971890551256e+01 -7.803066382113954091e+00 -1.618775107468020735e+01 -1.869113196875520089e+01 -9.574366288224950949e+00 -1.104126925383111768e+01 -1.207990945336007371e+01 -5.893003191866029056e+00 -4.725203473493962747e+00 -1.095625528685863515e+01 -1.157407348863142715e+01 -1.252925890707474821e+01 -6.603088134307782298e+00 -1.457663638201807998e+00 -6.727013999985587134e+00 -1.317477381807459835e+01 -1.852172852876175568e+01 -9.839113549198756914e+00 -1.130053344835862106e+01 -1.690560223108678883e+01 -3.346458197279090996e+01 -1.559931477686980372e+01 -1.498222914736807354e+01 -7.737030306450677131e+00 -9.535257144112776473e+00 -1.083819102099644738e+01 -1.075106948277553442e+01 -9.199626704442991354e+00 -1.130641367023865484e+01 -1.961775774391865923e+01 -1.563216008371058763e+01 -4.357987915369506027e+00 -8.981031134187745124e+00 -7.061007157265350997e+00 -1.163786868499893501e+01 -8.208946463384066305e+00 -1.071142989596530981e+01 -1.010743279494093372e+01 -9.972836488918389364e+00 -1.427133161568841047e+01 -1.241767125599270116e+01 -7.064759363835023009e+00 -1.004055211699022720e+01 -1.083573204469502116e+01 -1.354053471094040617e+01 -1.640511327496700744e+01 -2.108801922782936344e+01 -2.615789322383392346e+00 -8.398473342474702008e+00 -7.444521227243868111e+00 -1.655230910053019500e+01 -1.382801494597543979e+01 -1.457820312660089712e+01 -1.705493381383972462e+01 -3.881373790758239295e+00 -4.701566252543400992e+00 -9.991399283351924510e+00 -1.065561138612670788e+01 -6.709678768111487557e+00 -5.100814227306273096e+00 -7.516405163775004894e+00 -6.270220161390582803e+00 -6.734028139682735059e+00 -6.924269558959480264e+00 -5.941452116318586718e+00 -2.218558053876326142e+01 -1.181155399550826246e+01 -1.170132777268365487e+01 -8.705236001084301733e+00 -1.738024162004364825e+00 -1.462135951287375235e+01 -1.565132536469305080e+01 -1.011904611827510791e+01 -1.359467475832083494e+01 -7.991759164399340420e+00 -1.270435944736679801e+01 -2.093675179154244859e+01 -1.712083398243929366e+01 -9.569917570417459274e+00 -1.330731066849078559e+01 -1.191983712871862622e+01 -1.097855083507984375e+01 -1.320054191035545443e+01 -1.009151255455461182e+01 -6.551123930398958350e+00 -1.371380938967683960e+01 -1.838561997163449746e+01 -1.988502285182347862e+01 -8.080155819057750932e+00 -8.864925397420151398e+00 -1.364870349309128983e+01 -6.819067623383787691e+00 -5.653363867776050711e+00 -4.465317822318780827e+00 -2.058118911127564843e+01 -1.824266692913388965e+01 -2.689071031478702878e+01 -1.181379768818106868e+01 -2.799220363525741107e+01 -7.741789857968356614e+00 -1.711191874113025335e+01 -7.967428051848159498e+00 -1.167381080747485100e+01 -1.330731066849078559e+01 -7.900970381511513096e+00 -1.155070627651865323e+01 -1.212709586458444733e+01 -1.908543030651263450e+01 -1.050350086011714268e+01 -1.676600237539695115e+01 -1.080462989386421668e+01 -1.622708895662724160e+01 -1.132805084356380121e+01 -6.859328162928790107e+00 -9.635210327092892157e+00 -1.290937866977628801e+01 -8.781836461332105159e+00 -1.986423799792734712e+01 -7.730406423024504647e+00 -7.291990731263197745e+00 --8.413318695484406362e-02 -1.626523560152183734e+01 -1.433902865154000494e+01 -8.041657560266713745e+00 -1.285193958094070865e+01 -9.292768531096527340e+00 -5.106699011658250242e+00 -1.093416321325736362e+01 -1.051209991552454426e+01 -1.171224785107376931e+01 -9.417899579341053595e+00 -7.720288236635511225e+00 -2.707337716574912179e+00 -9.827378903470204818e+00 -1.717906536310859167e+01 -1.194315345963991604e+01 -1.105866858516806417e+01 -2.506735979600647113e+01 -1.780432340172598060e+01 -1.105866858516806417e+01 -2.689071031478702878e+01 -1.906547141696489689e+01 -8.943908083782247331e+00 -2.982018781248123673e+01 -5.737301990369843452e+00 -8.610108471420588216e+00 -1.171649964595857796e+01 -2.107795722145036166e+01 -2.662169931118368993e+01 -1.048533059387787603e+01 -1.288813129746709762e+01 -1.420737915093302206e+01 -9.442710047211789970e+00 -6.304011733380278315e+00 -9.606066718059835807e+00 -3.387161874638887582e+01 -1.310748201019930548e+01 -1.673683153918756261e+01 -1.461807310874824850e+01 -1.642125630761078980e+01 -1.264583949147160524e+01 -6.181027212025412609e+00 -1.223589339778115459e+01 -1.535176381238339616e+01 -2.054973501449265427e+01 -1.452820761536023042e+01 -1.343110056208291780e+01 -2.262387361874097280e+01 -9.575173084070840446e+00 -9.664398061250963679e+00 -8.810532812284805004e+00 -3.387161874638887582e+01 -1.448921882172795961e+01 -1.255113153329058662e+01 -4.675339676908578213e+00 -1.403053943620460586e+01 -1.371944709345538627e+01 -3.582209927022435636e+01 -1.412940186496469153e+01 -7.518759596605718798e+00 -5.804349183420541181e+00 -1.503624641059582245e+01 -9.510167191167823830e+00 -1.327356344938534960e+01 -9.141507403673614363e+00 -2.523696800507478599e+01 -9.742933740106764162e+00 -2.031017526945508678e+01 -1.714070044686634731e+01 -1.928842527820565067e+01 -8.128962075203972404e+00 -1.595681596811144232e+01 -4.938183699635075641e+00 -1.291747137146361979e+01 -1.018752424490705266e+01 -5.749183758198228134e+00 -1.670894212493570308e+01 -9.716686649765236439e+00 -6.030764695952569809e+00 -7.265779235583195828e+00 -1.454140759794509563e+01 -4.413832083911415793e+00 -5.849981257025092418e+00 -1.080462989386421668e+01 -2.222737008229157141e+01 -1.394278443256457933e+01 -1.403632097676991464e+01 -1.986389731504030465e+01 -2.242314175484787597e+01 -1.122408919518468906e+01 -9.482367196491310324e+00 -1.770410517285488083e+01 -1.433711643184707896e+01 -2.545060632111484722e+01 -1.048928958223436325e+01 -1.272925304795647605e+01 -5.787287647483665864e+00 -8.192247319722824273e+00 -1.771371115459044177e+01 -1.382381803466715553e+01 -2.024381771427498222e+01 -9.691398822186371831e+00 -2.535006638012791313e+01 -2.523726748842705092e+01 -3.663284686611291363e+00 -9.404150408477946144e+00 -1.224273680789592333e+01 -1.418762220563263554e+01 -5.630397779634236599e+00 -6.221302768945321304e+00 -1.303359885025948017e+01 -1.530919651005115156e+01 -8.391873694169404985e+00 -1.255618925269935460e+01 -1.124934336070265317e+01 -1.345971977651953466e+01 -1.969154638567299287e+01 -1.651390963387643751e+01 -8.868426562275274705e+00 -1.589965959869682877e+01 -1.189109335682901758e+01 -1.690560223108678883e+01 -2.941739029198741662e+01 -1.119512487207876461e+01 -1.755718108213042683e+01 -1.267432951594122414e+01 -7.084546054024869477e+00 -1.983251589424529016e+01 -9.233321759858796440e+00 -5.179948545966269080e+00 -6.551123930398958350e+00 -9.380763170437177223e+00 -9.722079630947348505e+00 -1.179435040482377417e+01 -3.910313067795016195e+00 -1.730877896374167335e+01 -1.028415717474237567e+01 -1.949520056009282598e+01 -4.752713677001892734e+00 -2.908422312229689055e+01 -1.189552050939089156e+01 -1.516508735989192758e+01 -1.065143058861781356e+01 -8.700510933359851151e+00 -1.005448258150603635e+01 -8.601782941023827789e-01 -8.615007952442667261e+00 -1.048422627677607011e+01 -2.316751306709701907e+01 -1.949520056009282598e+01 -1.073995486805380040e+01 -7.044527269388950685e+00 -2.251357094513329571e+01 -1.940647914726484657e+01 -1.096824391217582217e+01 -1.544989871187335950e+01 -2.102854862951417658e+00 -2.689071031478702878e+01 -5.261186562625347563e+00 -8.770005096030857317e+00 -1.741399841034194651e+01 -1.647662614189133024e+01 -1.055098328727301293e+01 -1.001621502118902640e+01 -4.647205116250034962e+00 -1.362361618527719997e+01 -3.706239759400730804e+00 -6.505105004796519097e+00 -1.813861812727802203e+01 -1.522380068403451503e+01 --2.852010906738101426e+00 -9.223060685675463333e+00 -5.920753501262353780e+00 -1.385453411545933022e+01 -1.045796388638126473e+01 -1.452831018952929298e+01 -3.342913583541827904e+01 -7.649104576913089204e+00 -1.102108023617226706e+01 -1.767854062392635228e+01 -9.563924399373746610e+00 -1.363598687337773185e+01 -1.504540896579922560e+01 -1.267477240906153213e+01 -1.218785461243267321e+01 -1.853073716446257890e+01 -1.004009945367799617e+01 -8.224435131112684871e+00 -1.493334347687498109e+01 -4.189365044654536518e+00 -1.406970630016952839e+01 -1.115392788468726337e+01 -1.193261195074553882e+01 -1.534801682161088365e+01 -2.546670144834477867e+01 -1.006943536574425480e+01 -1.544580032533519898e+01 -1.148008845755533969e+01 -9.748949298104065520e+00 -1.611285736482173547e+00 -1.378453006019593374e+01 -1.037849097936393150e+01 -1.384654887908297383e+01 -9.748288869446156468e+00 -2.032853216332780733e+01 -1.759707750149560468e+01 -1.530941002096558634e+01 -1.775955083855306782e+01 -6.480610201608421050e+00 -8.954267822896767370e+00 -2.189835713541059192e+01 -1.154006833378572594e+01 -7.027482045063734972e+00 -1.039868346165438595e+01 -8.607437955866032553e+00 -1.069372063383271154e+01 -6.903193108368043340e+00 -2.385732870921712845e+01 -8.780716372089628408e+00 -2.775129421250166217e+01 -2.605588822166586738e+01 -1.917931020641542261e+01 -6.521652080449712230e+00 -1.398578577448738258e+01 -2.030634106581649689e+01 -4.606890441992561591e+00 -1.018457271101264894e+01 -1.790614371045734288e+01 -1.158518605109300381e+01 -2.152055569020573955e+01 -1.382387867936866144e+01 -2.590033429096716588e+01 -6.938630516176758078e+00 -8.445506336853355833e+00 -4.495621927054841649e+00 -1.567690909165229129e+01 -7.866501106821544909e+00 -2.008165958421919584e+01 -3.387161874638887582e+01 -1.509089377023214240e+01 -1.721368112637308911e+01 -5.186932320628955040e+00 -8.639075152970619342e+00 -8.249540017079638687e+00 -1.534801682161088365e+01 -6.591039678313990180e+00 -9.112225047030420910e+00 -1.772931724250125285e+01 -1.313705415156775302e+01 -1.579289691103913640e+01 -1.854779895614061047e+01 -2.223561705793034093e+01 -7.094461365024955057e+00 -4.790503143147475384e+00 -1.069384887816189433e+01 -7.039166795344897309e+00 -9.918897533154833468e+00 -1.391010525173403778e+01 -1.343781352019959741e+01 -6.643823433839443737e+00 -1.524084773925795844e+01 -6.969126214644376205e+00 -5.483973385838240233e+00 -2.048739998714995636e+01 -1.419611188224565979e+01 -2.243497304541787685e+01 -8.080740199042878658e+00 -1.327757733920266503e+01 -6.451045594317832865e+00 -7.690423771197885117e+00 -1.484274935356954472e+01 -1.214747796889051301e+01 -2.108513796973487331e+01 -1.203749569559265353e+01 -1.603248597967807143e+01 -4.420040187319500546e+00 -8.379788932752305186e+00 -1.804848379269087388e+01 -1.616130469790454072e+01 -9.730084034571603979e+00 -5.315542754278951065e+00 -1.616105775864403427e+01 -6.251188261271309443e+00 -1.096311429311892027e+01 -9.154977515357231255e+00 -3.057457970426527538e+01 -9.776610791334363171e+00 -1.202636632414262863e+01 -1.584390821198738308e+01 -8.139213594250946926e+00 -1.622708895662724160e+01 -1.585150423578230061e+01 -1.602018841172484542e+01 -1.771371115459044177e+01 -7.965381691512504858e+00 -7.836293354771299846e+00 -9.346251249419353258e+00 -1.539865059207208731e+01 -2.153351199773072722e+01 -1.772734252289968992e+01 -1.459782839748601191e+01 -1.302193200182171040e+01 -2.548497930941519485e+01 -8.795364772863720759e+00 -2.114664314756764441e+01 -7.424110510727231826e+00 -1.740966693083009886e+01 -1.864382809249589457e+01 -1.851143842696988884e+01 -1.480734595688038269e+01 -1.131428827309991902e+01 -1.643174141556987422e+01 -1.107148312986301164e+01 -5.223596646640388030e+00 -5.257664113223881941e+00 -1.150808448235218862e+01 -1.693325027245043657e+01 -2.378647272819605973e+00 -5.701864067379958101e+00 -3.241734402700430451e+00 -8.164057410536472048e+00 -1.579259417720425063e+01 -7.833287158790852800e+00 -1.486759445090847009e+01 -1.516283722209784912e+01 -9.888896049716308312e+00 -2.155589897710278535e+01 -7.309008762839482642e+00 -2.134516710508992787e+01 -1.311547629177795216e+01 -3.387161874638887582e+01 -7.609197381307424735e+00 -6.764746949198965353e+00 -8.032760008868805812e+00 -5.825319103869276205e+00 -1.291747137146361979e+01 -9.004796721176035135e+00 -6.765369529683212590e+00 -1.540287352631399642e+01 -1.371069152473680219e+01 -3.346458197279090996e+01 -1.465783591941548991e+01 -1.360236597110693424e+01 -7.954614226261526255e+00 -2.743855196611727365e+01 -1.531280302080139677e+01 -7.008769748572390768e+00 -1.509109272099547638e+01 -2.743855196611727365e+01 -1.298798674067811021e+01 -3.897349375398221127e+00 -1.223339429955859714e+01 -1.259818576541132984e+01 -3.387161874638887582e+01 -8.448533875740068311e+00 -1.423884377542576374e+01 -1.703101856004830950e+01 -1.650012009877929131e+01 -8.928057369221491513e+00 -4.251592556440684234e+00 -1.510992084337009089e+01 -1.402861511936551153e+01 -1.230071530684682557e+00 -1.755371889612879954e+01 -1.542496676315370507e+01 -7.699600779957719965e+00 -3.387161874638887582e+01 -1.596291665808101357e+01 -2.772798591402938939e+00 -1.523005947737702570e+01 -7.081353255695688631e+00 -1.401592512419775005e+01 -5.543246050362157007e+00 -5.364187657384249519e+00 -9.215672353806354522e+00 -5.841544901755838737e+00 -1.492449108075770425e+01 -1.246232543132065018e+01 -9.337871082066314443e+00 -8.999940443858875483e+00 -7.208314999169743942e+00 -1.135817575130035095e+01 -1.564624364938129020e+01 -1.180097117415780872e+01 -1.142929163149031524e+01 -7.531513863621626115e+00 -8.539895396029919539e+00 -7.318864306436267952e+00 -3.881373790758239295e+00 -2.025968741285987562e+01 -1.827860681877578486e+01 -8.188177954087706212e+00 -2.000115379665280102e+01 -8.067350678519090934e+00 -2.851470246927082997e+01 -9.217354722254398780e+00 -9.692703189880631953e+00 -4.892557952374758656e+00 -2.471499560707840715e+00 -1.888325417554325725e+01 -1.452877368315996875e+01 -1.088664137550171063e+01 -1.459045585330558481e+01 -5.646645819155565960e+00 -1.565841014010972287e+01 -1.182748077769863926e+01 -3.387161874638887582e+01 -1.478087949630446474e+01 -5.997594130461649797e+00 -1.576004750730666615e+01 -9.812400409686617309e+00 -1.849157492121899793e+01 -1.339202160980961764e+01 -6.133829506021925226e+00 -8.861172619465691014e+00 -1.662126813519644486e+01 -1.067131296429219844e+01 -5.104461798023393726e+00 -1.401647997835897286e+01 -1.319450640982819323e+01 -1.539612209638971763e+01 -2.718919149704284166e+00 -8.667226905190247521e+00 -6.051139030225755278e+00 -1.668656970765371739e+01 -1.675310163942816644e+01 -1.128308864469023831e+01 -1.420715364052473717e+01 -3.190322432012735021e+00 -1.261011421177751402e+01 -1.513365088647169898e+01 -8.932227356504668592e+00 -7.405109766951468941e+00 -5.701864067379958101e+00 -3.595697626440525596e+00 -1.890792194866008913e+01 -1.917825560454748768e+01 -1.569135559796582413e+01 -2.884265636718463099e+01 -6.160442188403536079e+00 -1.426013231131479131e+01 -7.410618310115154372e+00 -1.359201961436588135e+01 -6.218810025424772903e+00 -1.642570284346111009e+01 -4.804149941713646399e+00 -1.022066844972664512e+01 -1.459569698645566405e+01 -4.465464336375191579e+00 -1.840871778196154196e+01 -6.362676276237408501e+00 -2.560225384134457727e+01 -1.448198117403853757e+01 -3.723750535479553037e+00 -4.994042608947395934e+00 -8.848459972657650496e+00 -1.348633026702704285e+01 -1.795363186079846685e+01 -6.338920347986288562e+00 -1.251016753315155938e+01 -1.112633372656864594e+01 -7.238440534334472432e+00 -8.244110114664763955e+00 -8.891561246983656019e+00 -1.227352760945919385e+01 -1.457335757433828860e+01 -1.656074319787899185e+01 -9.819288174586915829e+00 -7.384445629792395493e+00 -9.792370212069400282e+00 -8.734448513885041621e+00 -1.622708895662724160e+01 -9.392829036852688773e+00 -1.500796774097997854e+01 -1.344891168826323735e+01 -3.740092988173472577e+00 -1.346388684396212909e+01 -9.744897660954705998e+00 -7.242223234838050416e+00 -1.101036389930567339e+01 -1.430205013316259510e+01 -1.217203773920148535e+01 -1.433711643184707896e+01 -9.680122100920939943e+00 -2.673629161081247219e+01 -1.600293710987185136e+01 -1.446589268916527260e+01 -2.982018781248123673e+01 -1.343110056208291780e+01 -1.449866683696383518e+01 -1.563294893990151024e+01 -2.103377903695015050e+01 -7.161178754437401039e+00 -1.508449324268966052e+01 -7.647166958512556789e+00 -8.058780529545586546e+00 -9.434794660530087640e+00 -8.180704565855293708e+00 -1.421851938763558110e+01 -1.662325503326749754e+01 -2.141413779182647659e+01 -1.415535859465359181e+01 -3.376321284721285565e+00 -4.185474996528739666e-01 -8.126501837821493268e+00 -1.602706065877165997e+01 -1.585927245501471816e+01 -2.478906593187335261e+01 -5.996379992312952822e+00 -5.011927554507607852e+00 -9.225170604980760913e+00 -1.321867269217574403e+01 -1.585662354400700735e+01 -1.192168963496239087e+01 -1.212016260549913227e+01 -6.744684552733943406e+00 -8.777227970429962056e+00 -9.970140644770111749e+00 -1.841525042131262069e+01 -2.311663185047292757e+01 -9.798121021679847331e+00 -1.290351234424770155e+01 -1.219664485454713088e+01 -5.870598202517811615e+00 -1.770334566231323947e+01 -1.052342217434602389e+01 -1.897760691616296924e+01 -1.324277852638991249e+01 -4.986049368203907761e+00 -1.526948258363670163e+01 -5.052609015902618239e+00 -7.241030938920530957e+00 -1.142879358114798549e+01 -3.387161874638887582e+01 -7.454729304650399513e+00 -6.326561607157756839e+00 -5.999239730111881386e+00 -2.155102506089799874e+01 -9.495988447918961128e+00 -5.928356129175043066e+00 -1.053336155373428085e+01 -1.238882614664761661e+01 -6.459266671628455470e+00 -2.057507804292963272e+01 -8.749079928377781812e+00 -4.871921153307354757e+00 -6.700763048902402375e+00 -1.291679589916788018e+01 -1.470463710591940298e+01 -1.291946101025457949e+01 -9.390861764614783169e+00 -4.645925900953031373e+00 -1.475362324031034689e+01 -6.442698131006224571e+00 -1.804848379269087388e+01 -1.283440515427153628e+01 -1.074658527428512400e+01 -1.449974013025446595e+01 -1.497770066252205368e+01 -1.603110787665545445e+01 -1.179719468374240421e+01 -1.816887907156464621e+01 -1.118621632155348777e+01 -1.536632846606261182e+01 -1.111094406926201827e+01 -1.454344066552131665e+01 -6.157781232892162393e+00 -1.468420706845053303e+01 -5.524218619888458193e+00 -1.212879715563693139e+01 -2.152055569020573955e+01 -6.082513976975306491e+00 -9.967570453584954748e+00 -1.085611316848293484e+01 -1.406358908729150414e+01 -3.517160070311675213e+00 -1.976398936887561320e+01 -9.098188916027297068e+00 -1.506824774799757449e+01 -9.613118115009399389e+00 -1.417148194949832885e+01 -1.225721056343360260e+01 -1.926911954325639442e+01 -1.264719214190898811e+01 -1.196421440893320209e+01 -9.230791547024580268e+00 -2.855791108025975689e+00 -1.370980517046444902e+01 -1.108889750069721458e+01 -6.584977020374921608e+00 -1.566558516950232161e+01 -2.144107545832946471e+01 -1.183173405015759272e+01 -1.070003201744867738e+01 -8.491544641747708511e+00 -1.640254829544306858e+01 -1.638524468519219113e+01 -1.575940581916422900e+01 -1.506824774799757449e+01 -6.938641996035059378e+00 -1.684374741182485025e+01 -7.187092442344535925e+00 -1.304814644811300184e+01 -8.319370377838112063e+00 -1.147017610200485649e+01 -1.263699722628685151e+01 -4.672190451069127448e+00 -1.157407348863142715e+01 -1.333866477793387162e+01 -1.051790822860824903e+01 -9.606605394916755358e+00 -1.368596655020088804e+01 -2.118440947205573366e+01 -2.744799503291247333e+01 -1.328725221973188297e+01 -3.052204096738149985e+01 -3.387161874638887582e+01 -2.174219559640182808e+01 -1.973916602066540804e+01 -7.118909016454949779e+00 -7.543392159352748649e+00 -1.112435494756890364e+01 -5.382558868835729982e+00 -4.807421912320180013e+00 -2.686051850308247424e+01 -1.036633717357609896e+01 -1.712196204607008099e+01 -1.555497950455095690e+01 -8.577473834797075369e+00 -1.553345181237693851e+01 -9.158524818115452604e+00 -1.587304824135139825e+01 -2.018924281664631337e+01 -6.214460770577161952e+00 -3.387161874638887582e+01 -5.907862368021937982e+00 -1.550537709532663655e+01 -1.136606041231365793e+01 -1.600396997959066425e+01 -6.324686691379127979e+00 -9.159376162248875630e+00 -1.021798321463464276e+01 -1.925663405977223874e+01 -3.044904535928391454e+01 -1.195982129767645574e+01 -5.370338312355144694e+00 -1.804848379269087388e+01 -1.194764945514235421e+01 -1.352529556398802413e+01 -1.080074100899946643e+01 -9.604551546645751614e+00 -2.718919149704284166e+00 -1.859482967213851623e+01 -8.785759525176899842e+00 -1.356926210187774018e+01 -6.542911894580868193e+00 -1.449247139541618878e+01 -8.127147046967365895e+00 -1.983541707756955930e+01 -1.832542880290078813e+01 -1.362989475822891450e+01 -1.313171602106142188e+01 -8.630042074053861256e+00 -1.764247317516039004e+01 -1.801401984332652262e+01 -2.689071031478702878e+01 -1.562781067778689703e+01 -1.179047655892540547e+01 -1.382463216234761205e+01 -5.111514234349058938e+00 -1.173582664679094023e+01 -1.843967297754396384e+01 -1.668656970765371739e+01 -5.445499653706349363e+00 -1.145941514022364061e+01 -1.195783530812498441e+01 -1.079243589685712834e+01 -1.005836272335984916e+01 -1.097427392048179229e+01 -9.185698587356156963e+00 -8.009049142819080203e+00 -1.171224785107376931e+01 -2.015515779484904613e+01 -3.387161874638887582e+01 -8.701489335571466199e+00 -4.737931629190612171e+00 -1.181518984709188658e+01 -2.190762713003790907e+01 -1.371944709345538627e+01 -1.706897604791207357e+01 -1.279766710768186044e+01 -1.630084440801097401e+01 -1.341929937467239142e+01 -9.449475656140805313e+00 -9.685839750691940253e-01 -1.196365771190750138e+01 -2.094706832502544103e+01 -1.368006879566127054e+01 -1.522380068403451503e+01 -2.005515668663572626e+01 -1.768279361585059917e+01 -1.169544769426329367e+01 -1.497792217864986242e+01 -4.674353771990226392e+00 -8.274593085701937412e+00 -2.114520468614894355e+01 -7.664551424519004286e+00 -8.380164395385250486e+00 -1.006434291995711305e+01 -9.508700480395532395e+00 -1.734311539136325564e+01 -1.379633316882630822e+01 -1.414899085487859054e+01 -9.798728493222654379e+00 -8.706597207718544951e+00 -2.446438188443327988e+01 -5.440425871822995418e+00 -1.011950135045263721e+01 -1.543801693568406108e+01 -1.661400864425459645e+01 -9.497951904732104822e+00 -8.278999385531633948e+00 -1.254869589377439354e+01 -8.533445688375124405e+00 -2.449516728130899423e+01 -1.068783380171018393e+01 -5.788413945800556348e+00 -8.890499384034939112e+00 -1.635893451662794007e+01 -7.734042069010570231e+00 -1.850560931204591952e+01 -6.372450209528466303e-01 -1.243143888175615075e+01 -1.716156887315202084e+01 -5.346742992589696541e+00 -9.611905239801060929e+00 -1.321953557488018305e+01 -2.189054432540781647e+01 -1.468619854067343056e+01 -1.292925603700402348e+01 -6.970186051080474954e+00 -1.150960422550565454e+01 -1.519826402804517329e+01 -9.620710409694552823e+00 -1.332976202285934164e+01 -1.438147565056871713e+01 -1.032099647190452174e+01 -1.012755125992876515e+01 -5.419769256777016153e+00 -1.669779505334493308e+01 -8.575786538986093888e+00 -1.211097460731899389e+01 -1.335475695942888308e+01 -7.779516944091668051e+00 -1.181724097138021534e+01 -4.691925452533425300e+00 -1.134373154173553644e+01 -1.180180275741697926e+01 -1.122040606812085173e+01 -6.734480073802366462e+00 -5.446405155791353536e+00 -1.537917961831306002e+01 -1.559011511317879695e+01 -9.819179130410589096e+00 -1.551224889631940584e+01 -1.942128919505670126e+01 -1.468000432368251040e+01 -8.751207792462437851e+00 -9.252549963485577678e+00 -1.480625285587430540e+01 -1.314595695264071651e+01 -1.906113937502503575e+01 -1.035533338166617057e+01 -1.769582945766995863e+01 -1.464954131978423391e+01 -1.314855661038014034e+01 -1.268688541638844924e+01 -1.498435370647960951e+01 -1.031163649607260879e+01 -1.393858892160393737e+01 -4.095420089699828736e+00 -9.344045283781767353e+00 -1.513830653802595805e+01 -1.016586793063468974e+01 -1.105084833372823994e+01 -7.005550797220848835e+00 -6.674728219871170154e+00 -5.169559295755789208e+00 -1.397627412186832885e+01 -1.108647982339910243e+01 -2.351429333557568668e+01 -2.014702727896252554e+01 -8.040604341482435302e+00 -7.097860571564240217e+00 -7.998441113988093321e+00 -8.966396252423677993e+00 -1.146780026062285174e+01 -1.348298064079368430e+01 -8.293443300266517326e+00 -5.065739831415470462e+00 -1.278770237545850819e+01 -7.179652996953393540e+00 -8.077004947330706841e+00 -2.270234269108418346e+01 -4.873476234205583069e+00 -9.992300841401387856e+00 -3.387161874638887582e+01 -3.387161874638887582e+01 -9.773232971161235128e+00 -1.092729453691988795e+01 -1.321464995451765390e+01 -1.007805617127270637e+01 -9.641868980676633782e+00 -1.002423160643776612e+01 -1.464954131978423391e+01 -1.202318739008572379e+01 -6.236448628622426327e+00 -6.753565605232616065e+00 -9.938397011815126803e+00 -9.107792830554913621e+00 -9.480199098516550293e+00 -1.228294515885855276e+01 -1.128462555242668941e+01 -1.210379159696829277e+01 -1.177004870114262758e+01 -9.794545836309779929e+00 -1.777999208320275670e+01 -1.142879358114798549e+01 -2.119604703354954722e+01 -7.828952066714890634e+00 -1.265155525839676898e+01 -9.064941199384350057e+00 -1.002451396336995515e+01 -7.848969908714778398e+00 -2.564711729469408397e+00 -1.188247710025599702e+01 -1.392340746457853129e+01 -1.177518408286964302e+01 -1.795322964311134228e+01 -3.372217148110465246e+00 -1.998758791989658334e+01 -5.126638401874529904e+00 -2.877798869090783285e+01 -1.453388097192296868e+01 -1.195506808321800918e+01 -1.489913296744745708e+01 -6.414234665034840077e+00 -1.339202160980961764e+01 -1.183973459693844177e+01 -6.547598827418141809e+00 -5.149189319091419748e+00 -7.023038126772632950e+00 -9.902966459569157109e+00 -1.352178247635842467e+01 -9.996339501149691387e+00 -1.420715364052473717e+01 -4.731232798308980136e+00 -1.473357093683924290e+01 -2.546670144834477867e+01 -1.484510610731113900e+01 -1.272424441680111329e+01 -1.408409661844939365e+01 -4.915521020319502554e+00 -1.732010811462079403e+01 -1.666400302871728911e+01 -1.587749852426642860e+01 -8.693739498205488303e+00 -1.056507920128062494e+01 -1.104115994070653528e+01 -2.884825096627949392e+00 -1.227900163249334753e+01 -7.097236341531669268e+00 -1.340275320912247992e+01 -3.464175696368442914e+00 -1.043105970992351672e+01 -8.965289697077963638e+00 -6.642559041075713822e+00 -2.251357094513329571e+01 -1.147222744412951556e+01 -8.243816803440935814e+00 -1.191441378846751320e+01 -6.878173694997911980e+00 -9.389700856728012468e+00 -1.461550363978848566e+01 -1.637377143386466116e+01 -7.131663246310537829e+00 -7.542469968665855617e+00 -1.077477130944456007e+01 -1.186947891741736782e+01 -2.841610660414954737e+01 -5.510291234637037405e+00 -8.961506255044966451e+00 -2.134516710508992787e+01 -1.504959190799849011e+01 -1.326710107366444902e+01 -1.739751550440112737e+01 -1.393693194122131729e+01 -1.769974783065876522e+01 -9.107477411233332987e+00 -1.219250922176493646e+01 -8.103150049390123399e+00 -2.028218176942367279e+01 -7.653410576205388338e+00 -1.418685881800898585e+01 -9.461025867837747683e+00 -9.190936434120899889e+00 -4.461656954674992903e+00 -1.933177061825000465e+01 -1.728893486937153057e+00 -8.013463196921918552e+00 -1.060878791196246596e+01 -5.194125072897435302e+00 -1.255600851743209034e+01 -1.323953604556363928e+01 -1.279307982285213541e+01 -1.308711061355009520e+01 -8.036354908720682033e+00 -9.705576582879203329e+00 -1.402406924403963728e+01 -2.884244074746256103e+01 -5.075683946988732487e+00 -6.081352634513194744e+00 -1.605475968092488870e+01 -1.561155704874964556e+01 -8.446686728819642553e+00 -2.034190987023245611e+01 -5.779568875117220728e+00 -1.628412767869497202e+01 --1.078041581148170280e-01 -8.745060468557255717e+00 -5.517102354017652033e+00 -1.140756215343046165e+00 -2.812584205999897335e+00 -1.202318739008572379e+01 -1.300543438644940863e+01 -6.415180019592128247e+00 -2.063925470184845778e+01 -9.433853174610575820e+00 -1.147695825459146590e+01 -1.130637854190834446e+01 -9.753603590506358501e+00 -1.371873830816916495e+01 -6.695270844515647468e+00 -1.804131666192756711e+01 -1.031163649607260879e+01 -7.895028559071334939e+00 -6.571848499308273972e+00 -4.691016674300172440e+00 -1.546749390360888299e+01 -1.698062796838452471e+01 -1.380468248788568530e+01 -1.140815978513232665e+01 -6.414234665034840077e+00 -1.194764945514235421e+01 -1.122355413808878666e+01 -1.708238621460338891e+01 -1.217448671954777240e+01 -1.801281560376916957e+01 -1.984754086947221197e+01 -1.408350925239065532e+01 -1.119561463810448743e+01 -1.248189360233983791e+01 -1.139614628279579733e+01 -9.653783558937817588e+00 -1.277437544422456028e+01 -3.881373790758239295e+00 -9.079893442984712237e+00 -9.694918689312743254e+00 -1.649763996487875772e+01 -1.108779512257302713e+01 -2.152055569020573955e+01 -1.863500551489318013e+01 -4.367397338638767224e+00 -7.900092091624685509e+00 -1.420715364052473717e+01 -1.713647241158827228e+01 -1.108201753826216418e+01 -6.254211116719488928e+00 -3.387161874638887582e+01 -1.297401347583630127e+01 -1.475840607050642461e+01 -4.522526341601420086e+00 -8.902105760117095201e+00 -2.230612692166657496e+01 -2.185832540992645079e+01 -1.745684004280384727e+01 -1.205567430385245586e+01 -3.079199698229061255e+00 -1.257370676701850698e+01 -5.096603518074616090e+00 -4.599372469058963020e+00 -1.393263931260159438e+01 -1.058565044650720210e+01 -1.151316425639753049e+01 -1.200828180081080632e+01 -8.188422273027057940e+00 -1.437566339643416313e+01 -8.272251666865614084e+00 -1.522380068403451503e+01 -1.533718798618846790e+01 -1.544989871187335950e+01 -9.310707181701900481e+00 -1.136540327622880397e+01 -9.346251249419353258e+00 -8.365326918375899368e+00 -5.008736896290457707e+00 -8.274593085701937412e+00 -8.306322110189270802e+00 -1.966338955580741299e+01 -2.062640030103540312e+01 -1.134771583492984348e+01 -6.542902509352273910e+00 -1.755736967947613891e+01 -1.013261918181343901e+01 -4.019023374757736633e+00 -9.542179905168779896e+00 -6.654272495234749840e+00 -1.456428970427072045e+01 -1.222829543569335442e+01 -9.066365339569301796e+00 -1.419161532577395235e+01 -2.180686730993379285e+01 -9.157292707390027431e+00 -1.565503434704567098e+01 -5.125831431234445290e+00 -2.321398660637041189e+01 -1.286946793694828273e+01 -1.303539702368028941e+01 -7.505535731502305907e+00 -1.757604128031562141e+01 -6.283633970058488671e+00 -1.382146750803376278e+01 -9.177447299720924434e+00 -9.156629871889691685e+00 -1.747467071519719184e+01 -1.427201964596450523e+01 -9.639697573851023549e+00 -7.074791547318099560e+00 -1.037745154706496464e+01 -7.722985124029946746e+00 -1.040263306836568802e+01 -7.115294892890247525e+00 -2.148105463452343145e+01 -1.121783769020903776e+01 -2.190438507652805811e+01 -1.548862944518538143e+01 -1.103707424803683068e+01 -2.132154194760749988e+01 -1.221429739332459974e+01 -1.340788943400811206e+01 -1.403350258954614560e+01 -1.155572132300865462e+01 -1.802301677563899318e+01 -1.716062532154158760e+01 -8.452647271040561350e+00 -1.018733752805185588e+01 -1.677202990062362176e+01 -7.486633299530780050e+00 -1.214178079669682120e+01 -1.050961228548410986e+01 -9.996989776095631441e+00 -1.745094194704445556e+01 -1.222278112873911482e+01 -7.896867130367652976e+00 -4.099960521798379887e+00 -1.136465178095880901e+01 -3.035344781855314977e+01 -1.175845500563806922e+01 -1.108458347710498515e+01 -1.986922671938867779e+01 -7.470602067408137259e+00 -1.222041879881236071e+01 -1.575094983851148811e+01 -1.801558002116436796e+01 -1.451442510775935091e+01 -1.029823952431250689e+01 -1.132869134463123828e+01 -1.152661842126542524e+01 -6.062787263098528001e+00 -2.185084814737726333e+01 -1.696402193225432598e+01 -1.669511908346771634e+01 -3.136922830546495788e-02 -1.497770066252205368e+01 -1.779488396543322892e+01 -1.141201262938102445e+01 -4.589286652855435023e+00 -2.706476038791724648e+01 -2.467521609743953093e+01 -1.594807044663129147e+01 -6.414234665034840077e+00 -9.734549603229822878e+00 -3.723750535479553037e+00 -1.468000432368251040e+01 -1.347962098472891057e+00 -1.196951403526287550e+01 -1.844082499071873826e+00 -1.033093977001304609e+01 -1.345947706707870850e+01 -3.387161874638887582e+01 -8.037692679595949130e+00 -2.388055720635560419e+01 -9.670191103089294415e+00 -1.057784355651142505e+01 -1.283624015953057551e+01 -1.262462781023893399e+01 -1.052026029687152686e+01 -1.643174141556987422e+01 -3.723750535479553037e+00 -4.641823732044670692e+00 -1.080717028736160046e+01 -1.758534923019658436e+01 -1.479436194281896633e+01 -6.192085411869669542e+00 -4.909821344854492509e+00 -1.835308710358712858e+01 -3.411531776096794033e+00 -7.371986756403586583e+00 -9.171984059527559907e+00 -2.804520554163492818e+01 -1.580247724181164415e+01 -6.427077911621736916e+00 -7.511063148594004701e+00 -1.522380068403451503e+01 -1.077343291488297439e+01 -1.926911954325639442e+01 -1.381398320016278092e+01 -7.710089308845226697e+00 -1.309968918402067573e+01 -9.602216905553078163e+00 -8.049741813830308956e+00 -5.701864067379958101e+00 -1.114197168357665646e+01 -9.679339738564351592e+00 -1.009020734996992985e+01 -7.516995736322897415e+00 -1.863500551489318013e+01 -1.331853088453394207e+01 -9.128806933967823056e+00 -3.387161874638887582e+01 -1.671291670968452081e+01 -4.307261336427444576e+00 -9.484089053299427974e+00 -1.820155395980400215e+01 -7.884910920006447554e+00 -1.801993608245270195e+01 -1.906460479483995130e+01 -9.204741738204745616e+00 -5.337493154150195096e+00 -1.185980135873437291e+01 -1.948746881237988759e+01 -2.757488901283331018e+01 -1.201140293442624341e+01 -1.559504074233771576e+01 -1.352843716220715464e+01 -8.329492047485288708e+00 -1.884100930369022819e+01 -1.458763195812603897e+01 -7.685873862740152163e+00 -7.065281309176242530e+00 -1.319167036149889327e+01 -2.371236546795165623e+01 -1.994376017862329320e+01 -1.129304585308578623e+01 -5.941553858350545170e+00 -7.666127735926707487e+00 -5.985456449407919877e+00 -9.156076541873702013e+00 -1.256829177426770627e+01 -1.041790555820158204e+01 -2.703636646002321697e+01 -1.266220890608114757e+01 -1.003562908010098909e+01 -9.949839057393390362e+00 -1.142879358114798549e+01 -2.015515779484904613e+01 -1.730877896374167335e+01 -9.757978185671021265e+00 -1.849711169586299775e+01 -4.972927682819488382e+00 -6.702743735853459839e+00 -1.057784355651142505e+01 -2.242334984459326108e+01 -1.131812038248055785e+01 -8.923775580033392885e+00 -1.342972314950129942e+01 -5.630397779634236599e+00 -5.058922881583299613e+00 -1.258176755771741995e+01 -1.103120511568245377e+01 -1.331021747991259474e+01 -8.720582521020574518e+00 -1.205042433329970208e+01 -2.588303054393725233e+01 -1.201327882719179740e+01 -1.492832237067283074e+01 -8.803842380402585377e+00 -6.710895846948552901e+00 -7.421320099160155337e+00 -9.509235938143199007e+00 -1.152646228016679686e+01 -1.274367544988834311e+01 -5.179419178907600951e+00 -9.724980597455825659e+00 -2.884825096627949392e+00 -8.484124169475165900e+00 -2.127468171017903842e+01 -2.820796912167369896e+01 -1.235359758839737765e+01 -5.907831858546899184e+00 -1.031319386677749605e+01 -1.442199398864416082e+01 -6.465712721907380001e+00 -1.189226926792373717e+01 -1.478506155345465345e+01 -1.015312536365547658e+01 -8.605972995966695294e+00 -2.705013558640240490e+01 -1.068686696068303377e+01 -9.405632734805422501e+00 -1.003802611302675984e+01 -1.716156887315202084e+01 -1.251901229397746818e+01 -8.978594644569085403e+00 -2.967308783448977749e+01 -7.436232742269183404e+00 -1.272163509862585329e+01 -5.211191015174335917e+00 -9.706335146002601277e+00 -1.804848379269087388e+01 -1.154180049268957475e+01 -1.170568129203333285e+01 -2.020820785517538809e+01 -1.064094437473083588e+01 -1.500193491284528591e+01 -1.349887537485062694e+01 -1.468078245577466134e+01 -5.260333327293139405e+00 -8.929730611194443668e+00 -1.091940134254741679e+01 -1.074807423383158778e+01 -1.682868779993393105e+01 -1.063552232479158022e+01 -1.330731066849078559e+01 -4.434130589644269094e+00 -1.962633867964822798e+01 -2.335414742214483397e+01 -1.730877896374167335e+01 -1.373128055761232247e+01 -1.402406924403963728e+01 -2.385340558210808126e+01 -1.604810682872656002e+01 -1.217448671954777240e+01 -1.900788984360703182e+01 -7.603925980220466840e+00 -6.332201463558050136e+00 -1.392061910826515714e+01 -9.316275768820844405e+00 -1.084183524968609902e+01 -1.306986534935096245e+01 -1.431131958524471770e+01 -1.173737269673175376e+01 -3.387161874638887582e+01 -1.666400302871728911e+01 -5.780363943961447148e+00 -2.546156144724631076e+01 -8.646329616639732762e+00 -1.530941002096558634e+01 -8.365326918375899368e+00 -9.048115859470598821e+00 -1.455593308469192948e+01 -9.184570725189075802e+00 -1.060929000182230197e+01 -1.433711643184707896e+01 -6.093017410846996995e+00 -1.330864971634284188e+01 -1.200975143233642939e+01 -1.594932191621916218e+01 -1.675310163942816644e+01 -1.521749851228859995e+01 -9.510167191167823830e+00 -1.393139063088689511e+01 -8.163306755795048275e+00 -1.157678858985921977e+01 -1.430124718420930208e+01 -1.387171480135229729e+01 -7.575052252092817184e+00 -8.273330612779233206e+00 -4.598886680050426889e+00 -1.492832237067283074e+01 -1.239016996782332569e+01 -1.065576404459399384e+01 -9.680676237275790186e+00 -1.054942350961761122e+01 -1.704702452489013353e+01 -8.734615010786754397e+00 -7.935659707732753532e+00 -1.027947925059048373e+01 -1.558183948119557272e+01 --8.630027171720087154e-01 -1.700895084052675088e+01 -1.391093948995417406e+01 -6.539813903846493304e+00 -8.097716952299023774e+00 -1.374253411284786353e+01 -6.124360817533471391e+00 -9.432084019655079032e+00 -1.346479705747817945e+01 -1.300522551092278434e+01 -1.713977597590688617e+01 -1.526147802788938179e+01 -1.751076200489883661e+01 -1.194028530699389989e+01 -1.827124915063723165e+01 -1.447649263518636076e+01 -1.002178165781597841e+01 -1.716482367697001621e+01 -7.350656281357828448e+00 -1.546749390360888299e+01 -1.207854722800173874e+01 -1.269923521521995724e+01 -1.036029829873447738e+01 -1.727200004942093869e+01 -1.995183659597462622e+01 -3.654407304660992395e+00 -5.737301990369843452e+00 -1.668656970765371739e+01 -8.824880258794891574e+00 -1.646052186065072931e+01 -3.245169177536951111e+00 -1.357611186909824141e+01 -1.202583042667349389e+01 -5.374726302164177127e+00 -2.004899967696472629e+01 -1.031163649607260879e+01 -1.884804990338035680e+01 -1.007498372733881808e+01 -9.991399283351924510e+00 -9.059625824726538212e+00 -1.481629344087725997e+01 -1.689937740024677737e+01 -3.125705140385217362e+01 -9.173066110732676748e+00 -1.958595111721261617e+01 -1.199929379449396549e+01 -9.683480107270568737e+00 -4.109687670778789936e+01 -7.579571297741310332e+00 -3.049887320084593512e+00 -1.011904611827510791e+01 -2.488576345565608960e+01 -5.945613287617760534e+00 -3.217647746706404632e+00 -2.605588822166586738e+01 -1.241800056083809523e+01 -1.974928554199057373e+01 -8.539319327149442529e+00 -7.605139507544308231e+00 -7.413092168084375544e+00 -2.698938472204943650e+00 -6.839426600898221409e+00 -8.671080914856858612e+00 -7.328446048311874961e+00 -2.185631517900829124e+01 -9.145799648354554279e+00 -9.609091655938314602e+00 -1.700086661980482461e+01 -1.276078963877515093e+01 -1.850560931204591952e+01 -2.964880353752917586e+00 -1.108305405231716634e+01 -8.758432627877624554e+00 -1.462941346700516476e+01 -1.246173390871841491e+01 -2.388895013388065536e+00 -7.706265367310692227e+00 -4.687586306806409198e+00 -8.680928691044087486e+00 -4.365882163347791334e+00 -1.810180697071999134e+01 -1.142469851592035468e+01 -3.914752663221392481e+00 -1.007899457087640371e+01 -6.077535991249376934e+00 -1.811928893009277886e+01 -1.031890753788731274e+01 -2.560225384134457727e+01 -6.079996951876381672e+00 -1.916835442820520541e+01 -9.347384453928384573e+00 -1.006689004995550363e+00 -1.061277063408212484e+01 -5.345092839707760390e+00 -8.634860867030340614e+00 -5.664586137128921450e+00 -5.840941058152068877e+00 -1.841222943262785350e+01 -2.246703366847404482e+01 -2.300257740538826567e+01 -1.250468223318235061e+01 -9.518436664959324389e+00 -1.551396817075813317e+01 -9.964821085261988287e+00 -1.140888596831734958e+01 -5.732695477595356692e+00 -5.616677449240810915e+00 -9.915422109198757994e+00 -1.058690095019827027e+01 -9.600820009776739994e+00 -1.057784355651142505e+01 -1.866802446997367326e+01 -8.365326918375899368e+00 -1.133163850346076629e+01 -1.290183852767638939e+01 -9.304391266449897557e+00 -1.264810769726213380e+01 -6.492578837890818022e+00 -1.723342086935033990e+01 -1.265374585139304031e+01 -2.152915312399703396e+01 -1.434767624751368942e+01 -4.639401079966987140e+00 -1.589511391659223705e+01 -1.618775107468020735e+01 -1.011950135045263721e+01 -8.612674241249862916e+00 -6.049943043686653255e+00 -7.144257328660543749e+00 -1.549594525603366435e+01 -2.698938472204943650e+00 -1.143942242162687251e+01 -1.106869114832306877e+01 -5.098698182228190490e+00 -1.171129696153420241e+01 -9.171984059527559907e+00 -8.643844212520249926e+00 -1.540170831558322107e+01 -1.893814497764161331e+01 -1.618287877677464337e+01 -6.981284932190192194e+00 -8.708315706715765714e+00 -1.095831211939821515e+01 -9.778287970065051127e+00 -1.028334819063692862e+01 -7.817243540950173042e+00 -1.050965770463508875e+01 -1.011680271092406258e+01 -1.316567760412544885e+01 -1.197220796448233671e+01 -1.343249863525684873e+01 -1.688756409098189692e+01 -4.325822946338377051e+00 -4.687583684137777595e+00 -1.399858457158472902e+01 -1.311007890058560577e+01 -1.801666576008037168e+01 -2.174608489465491346e+01 -6.531702604270918755e+00 -9.995995733163070440e+00 -8.398616369513135282e+00 -1.504012046883418918e+01 -5.942610203774520983e+00 -8.676266077554359413e+00 -2.198709992207676578e+01 -5.462098803276717263e+00 -6.236277576244390275e+00 -6.516373685013562067e+00 -1.441400460579897924e+01 -1.224449022569510248e+01 -2.112521620298743130e+01 -1.792772644085202671e+01 -1.005134014560081823e+01 -9.518876592374311940e+00 -1.057784355651142505e+01 -1.180424072194024632e+01 -1.893814497764161331e+01 -7.174667415503748202e+00 -1.315684605089826675e+01 -3.206823930589779081e+01 -1.009859585112155855e+01 -7.205590039517986156e+00 -1.833631998762716364e+01 -1.217003789776400424e+01 -1.804848379269087388e+01 -1.075409832281310685e+01 -1.801092927247231046e+01 -1.706734339431585568e+01 -3.158084131080343582e+01 -9.544192780435352574e+00 +1.544989871187335950e+01 +1.494042127501893447e+01 +1.101221588239106097e+01 +6.808651052106057477e+00 +6.899727413691650213e+00 +1.863500551489318013e+01 +7.854899296825848865e+00 +3.810139475746240123e+00 +7.895479470256503873e+00 +1.476678781954817055e+01 +1.496515927079609298e+01 +5.559346910706395306e+00 +7.544466994828667339e+00 +9.269708956369925090e+00 +3.502020656974870860e+00 +1.733258059041938282e+01 +1.073701439700184324e+01 +1.743168984715714487e+01 +9.082563505930579595e+00 +1.543125498034459042e+01 +7.698220602198404094e+00 +5.737301990369843452e+00 +6.650482326101226249e+00 +1.046078250482656813e+01 +1.131270113352982776e+01 +1.031163649607260879e+01 +1.057543945098169047e+01 +1.676060495573618425e+01 +5.301819522069294521e+00 +7.165659811175316918e+00 +7.204774994777267239e+00 +2.441850224862321284e+01 +8.178746229068124762e+00 +1.135467079734735307e+01 +1.546432586572828427e+01 +1.263235431591176905e+01 +1.285200561128175423e+01 +1.543811060872499752e+00 +1.000995053143685709e+01 +9.402602257330869406e+00 +8.331012812113741006e+00 +9.602408372748769239e+00 +1.808144868596960464e+01 +1.054548794095991582e+01 +8.299749048147646135e+00 +5.903251603054101793e+00 +7.881755639399699476e+00 +1.179554881616681428e+01 +1.532979816720022370e+01 +1.714070044686634731e+01 +6.000407571156088693e+00 +4.433988325892741500e+00 +9.477302327372200352e+00 +1.369598909957750266e+01 +1.066236730152493806e+01 +1.090335661528371247e+01 +2.152055569020573955e+01 +1.813725114104799729e+01 +4.576321667259620085e+00 +3.597427102715712977e+00 +1.476834970380544121e+01 +6.920350808553862976e+00 +3.387161874638887582e+01 +4.535992735898318529e+00 +7.329039989781236386e+00 +8.013940204055714389e+00 +9.415536330436736989e+00 +1.394483773539542426e+01 +5.477528819932601323e+00 +2.506735979600647113e+01 +8.576466668567533702e+00 +1.714895777475766181e+01 +3.274731883242893105e+00 +1.241638032755716381e+01 +6.920350808553862976e+00 +1.261011421177751402e+01 +1.497770066252205368e+01 +1.978559677696171093e+01 2.743855196611727365e+01 +2.877798869090783285e+01 +1.235607717072879552e+01 +1.233304079026217437e+01 +1.278863322263288183e+01 +1.400475985660452238e+01 +1.668484953875787369e+01 +1.442354278487476904e+01 +1.341930360830814095e+01 +9.712593407040841953e+00 +1.127436598956603575e+01 +4.151729483702411017e+00 +1.235915680585456755e+01 +1.472588792009018732e+01 +1.640511327496700744e+01 +1.261150617627744452e+01 +7.509282145463458846e+00 +5.620873630466491022e+00 +2.838734339247562843e+01 +8.563114432800588816e+00 +2.963511867648871601e+01 +1.547172828828968250e+01 +9.316726850760232992e+00 +1.190872348923404900e+01 +1.160544296897451488e+01 +1.502481418219704778e+01 +1.506686417875349093e+01 +1.093382931808525882e+01 +1.611793482482121931e+01 +1.250640936829402960e+01 +1.147301288190018909e+01 +3.387161874638887582e+01 +1.328271119249109233e+01 +4.503203495200352791e+00 +1.547172828828968250e+01 +3.017186111921731140e+00 +1.846440344483075080e+01 +1.494638344230321536e+01 +9.722091532058399821e+00 +1.475400537623768571e+01 7.820635447933483420e+00 -1.879440837306094636e+01 -7.581295346161866178e+00 -9.651682842109835292e+00 -2.420088994283180739e+01 -2.190762713003790907e+01 -1.357533291153957578e+01 -1.371399630243963941e+01 -5.820400785603240479e+00 -1.142706151199551812e+01 -1.377992979365821213e+01 -7.879221990066412218e+00 -8.779549086765598531e+00 -9.613589624709774739e+00 -2.983940513088282387e+01 -5.065834123938586231e+00 -1.235927856053544360e+01 -6.441173785558689246e+00 -1.292421642062056719e+01 -1.462941346700516476e+01 -1.431978076528395150e+00 -1.335909315474204107e+01 -3.998817969111584603e+00 +1.530941002096558634e+01 +1.025171710485520293e+01 +3.711821121744662832e+00 +1.595270866115441777e+01 +1.530941002096558634e+01 +4.620786858277369902e+00 +2.890417366685359468e+01 +1.861147490619576672e+01 +5.369951310464600169e+00 +9.792827671116825172e+00 +1.563990879236213516e+01 +1.466169291534076535e+01 +1.464954131978423391e+01 +1.785893480893778928e+01 +1.026365820928990047e+01 +4.897921778369862977e+00 +1.069493602962180034e+01 +1.064731342075387488e+01 +1.344301964027093277e+01 +7.840015031479524055e+00 +1.415978958605784044e+01 +8.078018153196779849e+00 +1.217805373887219389e+01 +7.702850716588343971e+00 +1.521959361745771844e+01 +1.463683446924947873e+01 +1.608479786923687982e+01 +1.186076354948360745e+01 +5.503230708246107383e+00 +1.917720964082677426e+01 +7.810264398418681253e+00 +9.804991728550518815e+00 +7.762708742086687153e+00 +1.748398437578048004e+01 +9.989120554391803353e+00 +5.701864067379958101e+00 +1.317743122945209677e+01 +1.504312294728813981e+01 +8.378894053215631743e+00 +2.001194212240052650e+01 +1.545768091053990645e+01 +1.769849858791744168e+01 +1.920477275605605882e+01 +9.330576660812297973e+00 +6.938641996035059378e+00 +1.209271537427640908e+01 +6.229776195683200513e+00 +7.717333245456586610e+00 +5.918495072753074737e+00 +1.057784355651142505e+01 +8.050008454849830741e+00 +5.633026859248289497e+00 +5.384970810049942713e+00 +1.796129989401475768e+01 +4.340161370555293274e+00 3.387161874638887582e+01 -1.815371301637871682e+01 -7.099507570512272991e+00 -1.453697204329064618e+01 -2.605588822166586738e+01 -4.125545027847465462e+00 -1.780695598414546055e+01 -1.464673216254688271e+01 -6.008746257185094919e+00 -1.449204548394398273e+01 -7.393144459031802285e+00 -4.842977781457008746e+00 -4.566427364587497095e+00 -6.387884264221042940e+00 -1.024462174487499055e+01 -7.257051605651184900e+00 -5.008736896290457707e+00 -9.396460319630918434e+00 -1.508775852006925788e+01 -8.983533558213032677e+00 -3.886993204087431764e+00 -1.388247905963434903e+01 -8.603266117659288170e+00 -1.350935279502577657e+01 -2.528825679416372907e+01 -9.419929986913487596e+00 -5.070727724273666581e+00 -6.053912743825264897e+00 -7.867328384791065332e+00 -1.276538414901584417e+01 -7.892796826108082087e+00 -1.197628849722615030e+01 -1.024611425273360510e+01 -1.086922888071647719e+01 -1.842493318418570425e+01 -6.064881435940421284e+00 -1.064474055875359682e+01 -2.397142355243674672e+01 -6.649038394638139948e+00 -1.000694953895698802e+01 -9.980804554657268568e+00 -1.595292937801332300e+00 -1.047480023130322024e+01 -1.253392731763253209e+01 -1.463783095222025565e+01 -1.535721446377138477e+01 -1.209422599405371557e+01 -1.400826032725127845e+01 -6.748593041286270022e+00 -5.129842780326001161e+00 -2.157140016999994714e+01 -1.395225014412281439e+01 -9.501839896339049574e+00 -1.267955844178820257e+01 -1.463288629265566954e+01 -9.497951904732104822e+00 -1.234063203157991495e+01 -1.330731066849078559e+01 -1.711906072347271390e+01 -1.714895777475766181e+01 -1.705653757195287312e+01 -1.152857504404251188e+01 -2.346020967575104521e+01 -4.600809100012938302e+00 -1.275209981502180767e+01 -1.260302262255439132e+01 -1.235775920473308531e+01 -3.346458197279090996e+01 -1.281813592495005594e+01 -2.190463694313129395e+01 -2.032102063645223211e+01 -1.067077794783237721e+01 -1.470613778497072133e+01 -1.136019306964520581e+01 +1.081722526494641556e+01 +1.704702452489013353e+01 +7.552828186932515564e+00 +9.078950536195222298e+00 +1.855687938970370965e+01 +1.329410983719702699e+01 +1.687048700617549457e+01 +2.254675907987517292e+01 3.387161874638887582e+01 -1.738024162004364825e+00 -1.587598943512777794e+01 -1.220160629437489774e+01 -1.714895777475766181e+01 -8.654151888993069974e+00 -1.261011421177751402e+01 -1.296156134360690260e+01 -1.219726049724435768e+01 -2.223561705793034093e+01 -1.716156887315202084e+01 -8.142695191254517795e+00 -1.568273387205161384e+01 -7.677982299538754773e+00 -2.002204095979999465e+01 -1.108691341796244956e+01 -9.738433392950256007e+00 -2.455746478910485564e+01 -8.107088771486814949e+00 -1.147028589278976085e+01 +1.563216008371058763e+01 +8.441381377436414368e+00 +1.352648840639977834e+01 +2.117739815576095452e+01 +1.459330262693303837e+01 +1.018760418043251548e+01 +1.279072234800140961e+01 +1.186234158386537274e+01 +1.258047699695956112e+01 +8.806087287842458977e+00 +9.434794660530087640e+00 +9.170039024866369459e+00 +1.291566402433501537e+01 +1.651328468936731042e+01 +1.497770066252205368e+01 +2.251357094513329571e+01 +7.206120815711045680e+00 +1.285306135754255763e+01 +4.388952101314856691e+00 +8.903898805723258647e+00 +2.098936706368982641e+01 +1.803050059133303762e+01 +6.355227393035264072e+00 +6.262653701867535005e+00 +8.631974687238596289e+00 +1.237567665031866682e+01 +1.002451396336995515e+01 +1.868713106994205475e+01 +6.358622997067328697e+00 +2.005219559081763236e+01 +2.186102536699017662e+01 +7.771244788468351317e+00 +2.851333073468836687e+00 +1.077962500938991752e+01 +7.576168334160499285e+00 +4.551220307322651593e+00 +1.311545136605376172e+01 +1.001287375591388695e+01 +4.114120120137130243e+00 +8.958648025496657397e+00 +1.210750433240465895e+01 +7.563149037735655611e+00 +2.401543550043037101e+01 +8.461410588008078548e+00 +1.071786015562457806e+01 +1.239452371786252627e+01 +9.829102283371454973e+00 +1.322609168810173230e+01 +6.551123930398958350e+00 +3.049887320084593512e+00 +1.969553922219368758e+01 +4.991425842878172148e+00 +1.882837129574598123e+01 +1.173900168431305246e+01 +9.997021715675359133e+00 +1.628511980939104831e+01 +1.808144868596960464e+01 +2.683257451940673377e+01 +3.645530586577109489e+00 +7.977174049485014962e+00 +1.556091522212048517e+01 +1.383120014442434353e+01 +1.130950602355790124e+01 +8.249540017079638687e+00 +5.929165228105247820e+00 +4.324683507126920290e+00 +5.159488714338493764e+00 +2.009430982337356397e+01 +1.476582882917173833e+01 +1.103707424803683068e+01 +2.388055720635560419e+01 +1.237509915008411099e+01 1.157407348863142715e+01 -1.530743421075554522e+01 -1.199929379449396549e+01 -1.261011421177751402e+01 -5.940719797118447332e+00 -1.208834253964148786e+01 +2.111793027787663846e+01 +1.101646965908325626e+01 +6.610711152233093912e+00 +1.260092379381377725e+01 +1.711207427890462895e+01 +1.622708895662724160e+01 +7.123181632928506701e+00 +1.307828726872531888e+01 +1.706897604791207357e+01 +1.041778163185895778e+01 +9.639643696112912608e+00 +5.607200764494621126e+00 +1.411479300479962262e+01 +7.690162736338976401e+00 +1.084249669510992931e+01 +9.800489635919703346e+00 +3.642448955105237474e+00 +1.690560223108678883e+01 +1.882837129574598123e+01 +1.020736057329104085e+01 1.182116013824830247e+01 -2.127719114770570741e+00 -5.298119184887212896e+00 -1.683771371806595596e+01 -1.049334559882370854e+01 -9.732113297534567664e+00 -1.733258059041938282e+01 -1.205811713846070177e+01 -1.635919175865868169e+01 -2.296177491882986033e+00 -1.053942361018977181e+01 -1.968752211658774343e+01 -9.530595906232278480e+00 -9.599678533849839823e+00 -3.626175170049366159e+01 -1.141621363510576259e+01 -1.001305985956363998e+01 -3.387161874638887582e+01 -5.702013795139066588e+00 -8.657253640282164042e+00 -4.109687670778789936e+01 -4.114120120137130243e+00 -1.200302742726300664e+01 -6.251188261271309443e+00 -7.670430616946148916e+00 -1.192932630362280122e+01 -5.355354061891461015e+00 -2.468777273474512413e+01 -2.476107841849817248e+01 -2.870290218843035746e+01 -1.314523653597979092e+01 +1.665224603089752975e+01 +7.418680886182443146e+00 +1.412344060313154159e+01 +1.207866252094322590e+01 +2.004090415788402879e+01 +6.469209452846811814e+00 +1.061058210711769334e+01 +6.523538978326442361e+00 +7.371986756403586583e+00 +1.759197082766166886e+01 +7.194795474649566813e+00 +1.958719097534485343e+01 +1.428818602535511673e+01 +1.863106922591305192e+01 +2.031017526945508678e+01 +5.511360840781122761e+00 +5.737301990369843452e+00 +5.422436136055296174e+00 +1.797307081088675318e+01 +1.182881234330415055e+01 +4.557239520752389694e+00 +1.444936350472707431e+01 +3.094457820611296484e+00 +6.387884264221042940e+00 +1.574876547773976654e+01 +1.463683446924947873e+01 +1.062589978106467470e+01 +1.310657372707268564e+01 +1.224273680789592333e+01 +1.182116013824830247e+01 +9.304469136251867667e+00 +1.370783764020427498e+01 +1.012768236455710280e+01 +1.313521210404444162e+01 +5.050123188059700396e+00 +1.748805492995262512e+01 +2.060365985215079832e+01 +1.893814497764161331e+01 +1.238565579324558996e+01 +1.036912758360860209e+01 +5.781830134374686736e+00 +2.073498170222899262e+01 +1.057740695813521370e+01 +7.004329620123954214e+00 +2.167260794327344797e+01 +1.329957356284616310e+01 +8.192693663906723600e+00 +1.048077000291284833e+01 +1.180371739493919847e+01 +1.693066024389366930e+01 +9.253764940100225544e+00 +4.726791229666048366e+00 9.860144174684990048e+00 -1.809993600078868781e+01 -1.472265935636643519e+01 -1.140644792907983174e+01 -1.062414032549234832e+01 -1.066163205476053122e+01 -1.543346362597142729e+01 -1.156711561532102905e+01 -1.445541284134080229e+01 -1.011733922613690595e+01 -8.995291903418532797e+00 -8.435085174007966202e+00 -5.960278832696772611e+00 -7.931577284997871402e+00 -8.172236566343030972e+00 -1.587418948362787319e+01 -1.703685497305905017e+01 -1.589511391659223705e+01 -1.645594113395573288e+01 -8.555940354469086628e+00 -7.454135287994702708e+00 -2.819833851926604495e+01 -1.304609143118072723e+01 -2.453851231382978426e+01 -3.184231648336336207e+00 -9.848046683762291309e+00 -5.825319103869276205e+00 -4.234455737840207235e+00 -1.142879358114798549e+01 -8.482029232296795840e+00 -1.522437508915366777e+01 -1.631910555016563080e+01 -3.121537252612242241e+00 -1.358494096403485685e+01 -1.191315300391165977e+01 -7.676358984967080801e+00 -8.967886081447744573e+00 -1.065032330153385942e+01 -6.315052270721821515e+00 +2.743855196611727365e+01 +7.575182297979935697e+00 +7.992794843536003668e+00 +1.333866477793387162e+01 +4.108025591615358962e+00 +1.003075548971692399e+01 +1.362706374219308714e+01 +7.815140630969040103e+00 +4.167549678529695711e+00 +1.068960977802700540e+01 +3.387161874638887582e+01 +1.250062466768297043e+01 +4.209699004928395993e+00 +1.197015973865471494e+01 +9.245417702589165287e+00 +1.004996438368229406e+01 +8.686240113215944803e+00 +1.523498180159722892e+01 +9.941557406113702200e+00 +4.294720496035210999e+00 +8.170392919182532410e+00 +1.240956193489986958e+01 +2.248975653407109121e+01 +1.046123215690433028e+01 +7.033701047128516848e+00 +1.288642641570820047e+01 +2.034942446887932022e+01 +5.378445309538534502e+00 +1.302463372150369025e+01 +1.354167941860340818e+01 +1.238246559005553138e+01 +2.468777273474512413e+01 +5.411542509654864830e+00 +8.154634914574089066e+00 +9.892755307563305678e+00 +1.649648388782551933e+01 +7.985639115660063680e+00 +1.361879450573091788e+01 +8.076261877317264748e+00 +9.931782714330751105e+00 +7.541323422394484055e+00 +1.604746169513670395e+01 +2.198884336328356426e+01 +1.250738653284571456e+01 +1.731587316653852326e+01 +9.949565962867623625e+00 +2.090816396362608032e+01 +2.069820277667555786e+01 +1.433787616448684332e+01 +1.526342897490660278e+01 +1.148805081300861275e+01 +1.762393610619922413e+01 +1.042038428890268165e+01 +4.631186166794108772e+00 +8.207017269295732831e+00 +1.242813929609813783e+01 +5.439561038533824444e+00 +9.678388313900555318e+00 +9.314970225430926121e+00 +2.616176233792506878e+01 +2.884825096627949392e+00 +2.072990493080848751e+01 +2.371839847209963636e+01 +2.140524048517841038e+01 +5.793000395406110670e+00 +1.312832316565331325e+01 +9.924846625084299490e+00 +1.170894340640063547e+01 +9.451015316086596840e+00 +4.682958987800276418e+00 +3.735617879963982091e+00 +2.266693264163185972e+01 +1.492832237067283074e+01 +7.880446226752866323e+00 +2.706476038791724648e+01 1.535246463284410368e+01 -6.192085411869669542e+00 -2.192334410162290226e+01 -9.551929801809308174e+00 -8.754240294111269804e+00 -1.561155704874964556e+01 -4.339204783697411472e+00 -9.146170688230498058e+00 -8.971573138126828439e+00 -7.022052491971280119e+00 -9.514744322891075967e+00 -1.439583306414682795e+01 -1.417112512788747836e+01 -1.813555659973948764e+01 -1.522380068403451503e+01 -1.716156887315202084e+01 -5.203986127306535536e+00 -1.325348562363434723e+01 -1.433558976510930449e+01 -1.599942695502835477e+01 -1.043224466896406000e+01 -1.707262414984819543e+01 -2.048691286703531489e+01 -2.246644920508735765e+01 -1.654444526955678896e+01 -8.994833493406190428e+00 -1.675310163942816644e+01 -1.335237473625058158e+01 -9.692123076314203445e+00 -7.224544619534029266e+00 -2.546670144834477867e+01 -2.179900798759717873e+01 -1.303833920725925566e+01 -6.612636696929612867e+00 -9.644562105409860919e+00 -1.716156887315202084e+01 -9.668631165798487359e+00 -2.608593529405236211e+01 -2.261499751250141799e+01 -1.368596655020088804e+01 -6.439904192820137041e+00 -1.177207020079929123e+01 -9.925917796151153993e+00 -2.523696800507478599e+01 -1.360798116340170338e+01 -5.338137717105311708e+00 -1.105790938693715475e+01 -1.195269879821890413e+01 -1.303901929545118321e+01 -9.831670963323617229e+00 -1.695703019187786253e+01 -3.191237412241706295e+01 -7.838822769318895212e+00 -8.646056351934191753e+00 -1.438939582200268319e+01 -3.297697422373310872e+00 -1.522380068403451503e+01 -4.669424215984193438e+00 -1.410749417117202142e+01 -1.771371115459044177e+01 +9.085172276338198571e+00 +1.303794945698777497e+01 +1.047396800413838491e+01 +2.584248151077875377e+01 +1.425086475543625397e+01 +8.386187679609264478e+00 +1.957083777974027328e+01 +1.191535152408016529e+01 +1.525586728061162489e+01 +7.653549809071023446e+00 +6.828529511786541661e+00 +7.160419226811939097e+00 +1.717495353015502246e+01 +1.452362234690700404e+01 +1.289221018817616482e+01 +8.645079275634685700e+00 +1.109065851516130863e+01 +1.930511663815740064e+01 +1.633991069664729423e+01 +2.968962457945004019e+01 +1.866059699648675974e+01 +1.272779108084982624e+01 +1.246302234815188115e+01 +9.152600780497152755e+00 +1.294372150752495543e+01 +1.530941002096558634e+01 +1.133268863435115748e+01 +1.673174984423408773e+01 +1.099858947199810189e+01 +1.545000128910919557e+01 +1.006927290157317145e+01 +4.963810190313353132e+00 +1.759071541568945918e+01 +7.440482292447128998e+00 +1.057784355651142505e+01 +2.813560307965545348e+00 +9.510167191167823830e+00 +1.002451396336995515e+01 1.106869114832306877e+01 -1.037140038118309349e+01 -1.127224760314132368e+01 -7.407226293230735337e+00 -9.305813576441352097e+00 -9.927358646023122901e+00 -8.216236401983067594e+00 -7.208406321998850785e+00 -1.410613770471570660e+01 -1.304196934710125788e+01 -1.506824774799757449e+01 -6.653680870759842492e+00 -6.841117848060804363e+00 -1.304609143118072723e+01 -1.202318739008572379e+01 -2.419823233975634480e+00 -1.005692176569660035e+01 -6.384715491141989219e+00 -8.185636971292765907e+00 -8.951855734754545324e+00 -9.544978781473432150e+00 -5.630397779634236599e+00 -1.797376819278173343e+01 -8.274900334381172229e+00 -1.710496948775488590e+01 -6.391695666510912588e+00 -7.361666121170870269e+00 -1.095729294857653713e+01 -1.116574329723329129e+01 -1.425409168398805093e+01 -1.046983022816917241e+01 -1.434612568074788896e+01 -7.063807767907718471e+00 -8.704918801414294194e+00 -1.283259453611037770e+01 -4.777818265315957547e+00 -2.132112754347268435e+01 -7.489252691825484476e+00 -3.190038490329300203e+00 -5.105543195258590572e+00 -3.387161874638887582e+01 -1.010420496402852564e+01 -1.924597145707822676e+01 -1.042329385884804083e+01 -1.459675359260485550e+01 -5.529870975084079987e+00 -4.907585840698189372e+00 -1.205295101370676036e+01 -1.210875580837826249e+01 -8.895080609052669729e+00 -2.028921837203051837e+01 -1.517721315679376914e+01 -1.313705415156775302e+01 -8.745060468557255717e+00 -6.924495762511185148e+00 -7.161367039775797139e+00 -9.083144831426693599e+00 -5.570111879641146402e+00 -1.882837129574598123e+01 -1.007241455261782903e+01 -1.622708895662724160e+01 -1.251094122892847338e+01 -1.564953381387142883e+01 -2.584586607727190710e+01 -3.387161874638887582e+01 -1.962633867964822798e+01 -9.750206720947076633e+00 -2.522480869087800670e+01 -1.947219503182668632e+01 -1.199929379449396549e+01 -1.033313301119659400e+01 -9.653783558937817588e+00 -6.676025594255435180e+00 -1.171020141496400413e+01 -1.974928554199057373e+01 -1.507782597068000996e+01 -1.304609143118072723e+01 -6.495993372992799664e+00 -1.768225642354052241e+01 -8.840613087584756613e+00 -2.345840721784838934e+00 -1.027866220873919190e+01 -1.333488489170792946e+01 -1.464954131978423391e+01 -8.519486713547308909e+00 -4.469096555857134945e+00 -6.571839078527140998e+00 -8.528944456815452213e+00 -2.066056532665521672e+01 -1.450333009662303141e+01 -1.028415717474237567e+01 -1.225470909851885892e+01 -1.402768938890417871e+01 -8.049789734383480777e+00 -1.645919621015352163e+00 -1.061058182185229271e+01 -8.737782218471267015e+00 -9.324299002010761228e+00 -1.046983022816917241e+01 -1.110661829371412068e+01 -1.308462896686384624e+01 -3.128447715486824166e+01 -1.363096483543486670e+01 -1.426337144215418107e+01 -8.123421611701218126e+00 -4.604931860169628521e+00 -1.062486045759094111e+00 -7.909489808100929054e+00 -1.643613951257106010e+01 -1.086835015730238752e+01 -1.144132043747332261e+01 -1.122102594293266975e+01 -1.100044410413050855e+01 -5.865363428456547013e+00 -8.893144715079529306e+00 -1.915944601217491083e+01 -8.808079052976324874e+00 -1.395358752755268483e+01 -4.144947868995927820e+00 -4.433260179276402368e+00 -6.371689332183777310e+00 -5.630397779634236599e+00 -1.595292937801332300e+00 -1.094815298272197879e+01 -2.958311306972063903e+00 -1.237567665031866682e+01 -1.854766984267517671e+01 -2.059944152607766910e+01 -1.000079498166452652e+01 -1.168115531700775023e+01 -1.136200324862586797e+01 -6.039111026412086858e+00 -5.701864067379958101e+00 -1.881000056228008077e+01 -1.157195979915157125e+01 -9.771329388486279299e+00 -1.661233198329888694e+01 -2.308225452955157664e+01 -2.617312084116623794e+01 -1.670599121628713135e+01 -9.633225788394057076e+00 -9.469017808575898698e+00 -7.783360499520171061e+00 -1.031163649607260879e+01 -1.040943883169353512e+01 -6.239626206815302112e+00 -9.026646097977888417e+00 -1.690560223108678883e+01 -7.841309785070649241e-01 -4.460515212578897604e+00 -1.943784909445355424e+01 -2.228908599905386723e+01 -6.043657125401111330e+00 -1.352840594899593896e+01 -1.566498076081144575e+01 -2.228908599905386723e+01 -1.667424943058718156e+01 -1.210238439452614045e+01 -1.888050314012627950e+01 -1.525081506969199552e+01 -6.845757563293588532e+00 -1.289878546954898297e+01 +1.731629899997575706e+01 +9.343624826930252425e+00 +1.304903689727186133e+01 +1.696441464537146260e+01 +1.182116013824830247e+01 +8.694212796111713715e+00 +9.175781899900343319e+00 +5.925483936146989095e+00 +4.675415230043995507e+00 +5.468824675771855937e+00 +1.162535138390364864e+01 +7.671306731285426395e+00 +7.874967983858937259e+00 +2.467837928069458542e+01 +8.977800845364029669e+00 1.070003201744867738e+01 -1.242305841691479884e+01 -1.001902490765104403e+01 -1.276003910478439707e+01 -1.019758794105038646e+01 -5.008736896290457707e+00 -1.250102070065143778e+01 -1.263080452316941660e+01 -8.244779856621647696e+00 -1.315127524133994541e+01 -1.236873153980234008e+01 -9.142674732921818759e+00 -1.014039584320514109e+01 -1.499343859662344869e+01 -1.463683446924947873e+01 -3.116873192775049972e+01 -4.155717326236356257e+00 -9.518436664959324389e+00 -1.204755459402002771e+01 -8.564806451744658489e+00 -9.791977101308447118e+00 -1.291662961862272141e+01 -1.698521622587838920e+01 -7.142333446748907022e+00 -2.875040889546767175e+00 -7.301220466139980658e+00 -2.936520496220978771e+00 -9.083427282614238152e+00 -1.564837450472464297e+01 -1.345788202436384040e+01 -1.248027308647175460e+01 -9.971993101757760769e+00 -8.332966629388423030e+00 -1.302639269883501072e+01 -8.480938793078180993e+00 -1.186990307730994232e+01 -1.122604282921990659e+01 -3.085869181052061094e+00 -1.049556339967138285e+01 -9.463047615797421486e+00 -1.654072147300045970e+01 -1.553990268336951885e+01 -1.298982282570446500e+01 -2.104484071570742287e+01 -4.741210467590533995e+00 -6.069084630492497467e+00 -1.565771494153587184e+01 -1.585411934561578562e+01 +1.662376835180833723e+01 +2.498117286090901246e+01 +1.023413248712417101e+01 +1.070003201744867738e+01 +8.535979774621154093e+00 +1.176596661736986960e+01 +2.251357094513329571e+01 +9.105195007534675256e+00 +1.705799711942826491e+01 +1.016409576853898500e+01 +1.727075872483361252e+01 +1.196101106913788215e+01 +1.352938316250023831e+01 +2.137177475342443245e+01 +1.224757532064445797e+01 +1.649737334097768837e+01 +5.268501903870316028e+00 +1.206617349344696777e+01 +2.012063875929668200e+01 +1.543801693568406108e+01 +9.887080288730302868e+00 +2.094421664477853540e+01 +1.152772042812098618e+01 +9.154634894057991801e+00 +1.480421856037352768e+01 +1.095588062222857673e+01 +1.312789450868649510e+01 +9.764200847210020129e+00 +9.897199042203524755e+00 +1.229344297715644529e+01 +1.712552030401596426e+01 +7.863608960087788091e+00 +5.384970810049942713e+00 +1.453317286629365412e+01 +1.866802446997367326e+01 1.530941002096558634e+01 -1.087350913548439735e+01 +1.151501981741790814e+01 +5.406304042649381358e+00 +2.238548294694395224e+01 +7.864893332254197844e+00 +5.368506656634593810e+00 +1.878132159693083736e+01 +5.904439347821892170e+00 +1.709055823533523721e+01 +1.435142507569064207e+01 +1.222514299078100919e+01 +8.493598960692693822e+00 +1.018511504523287670e+01 +1.881498867027278266e+01 +8.298117872496732161e+00 +1.092853173993624694e+01 +1.152810512669405796e+01 +1.385140875985514697e+01 +1.545000128910919557e+01 +9.760218532292768145e-01 +1.900277101473926677e+01 +2.534031500370389267e+00 +4.943276579172149354e+00 +1.740966693083009886e+01 +8.307663044057520096e+00 +1.096440191172231948e+01 +1.307205144747494785e+01 +2.713509570555928008e+00 +9.497802915752444619e+00 +1.025235541728564215e+01 +1.537066891198372787e+01 +1.516928880001259472e+00 +1.610352851671368057e+01 +1.538583090371422202e+01 +1.075652720244518434e+01 +8.561166053174190438e+00 +5.742146052687857605e+00 +6.322976816368793607e+00 +1.946360171923956273e+00 +1.166009915483238046e+01 +1.422519250477023434e+01 +6.348165451569329321e+00 +1.946360171923956273e+00 +6.323234427314019968e+00 +1.133957973530819174e+00 +1.124462950861904176e+01 +1.209289784670616541e+01 +2.069404330713352635e+01 +6.839426600898221409e+00 +1.855058794462198080e+01 +9.106984682435040668e+00 +2.202198689787654473e+01 +1.978283763570176745e+01 +1.667539470549991165e+01 +6.942785205944943527e+00 +1.220301586840402308e+01 +1.716156887315202084e+01 +1.674257629253064295e+01 +1.826242282670314410e+01 +1.410727492589514043e+01 +3.881373790758239295e+00 +1.031632128951710570e+01 +1.192809183081803326e+01 +2.080551664012840263e+01 +4.972927682819488382e+00 +3.387161874638887582e+01 +1.447774074402076394e+01 +9.515310138104808857e+00 +9.861928880030887967e+00 +2.393261643128990102e+01 +1.095588062222857673e+01 +1.527729843144868482e+01 +3.036853404492191544e+00 +1.066959324855599789e+01 +1.046983022816917241e+01 +3.687482100357300396e+00 +1.183145404754316132e+01 +6.815167550011153708e+00 +9.422635499324798047e+00 +2.102959741150002060e+00 +8.249540017079638687e+00 +1.160923718668307458e+01 +1.129321487514951627e+01 +1.513971450200504876e+01 +1.460875303334847786e+01 +1.230662534741962588e+01 +9.866851619232264170e+00 +1.294044376021537346e+01 +5.539141160518738616e+00 +6.794967279853466380e+00 +6.994884497229051590e+00 +1.065920090870149295e+01 +1.663889613117370914e+01 +3.387161874638887582e+01 +1.894431392697880767e+01 +8.097063569319033149e+00 1.668656970765371739e+01 -1.018433112318490430e+01 -1.837058186751195876e+01 -1.958087871573204097e+01 -1.741384600188601439e+01 -6.378156626992279143e+00 -5.701864067379958101e+00 -9.816443793357080949e+00 -1.284881042801698925e+01 -6.076569129898985011e+00 -2.261499751250141799e+01 -1.014901059530521366e+01 -2.437548336982872854e+01 -1.420715364052473717e+01 -8.713216249279909675e+00 -8.314511826324917365e+00 -1.298221865200557090e+01 -1.643821186077646246e+01 -1.376029600489444249e+01 -4.200740714740973658e+00 -1.478280196620191589e+01 -2.050055905620627072e+01 -1.214674631319444131e+01 -8.253957779417390839e+00 -6.329864829948306237e+00 -8.445963736028332391e+00 -2.262388581881572236e+01 -4.549117543777285277e+00 -2.108959768050800676e+01 -1.099760955084235547e+01 -3.498882224052934475e+00 -1.058896670463398948e+01 -9.243637916456592052e+00 -1.256648960504149670e+01 -1.513301202491513209e+01 -8.687486514628730561e+00 -2.504460476950106340e+01 -1.907705458154397604e+01 +9.668688538009988065e+00 +1.675883081947037567e+01 +3.300951412049550981e+01 +1.304153563235800561e+01 +1.076253991506732177e+01 +1.896067962420821118e+01 +1.349678571090213097e+01 +6.502580941682140292e+00 +2.560225384134457727e+01 +8.838421388032173809e+00 +1.006424551324850825e+01 +1.585101832358733986e+01 1.871291989958642432e+01 -1.329722229934968425e+01 -1.123229812540130013e+01 -2.376161033196368066e+01 -1.579250975329937035e+01 -2.081081548402833903e+01 -6.952471479857479153e+00 -5.563827297498363578e+00 -8.694529786668937277e+00 -2.373989656103144341e+01 -7.284157877539854553e+00 -4.605704107774784006e+00 -6.602043550753450063e+00 -2.352602811353486345e+01 -1.023941261124744528e+01 -1.016303235534081750e+01 -2.231229582195486216e+01 -6.218810025424772903e+00 -1.534338164816078631e+01 -1.219981237158586396e+01 -1.273983349181924041e+01 -6.251188261271309443e+00 -1.667028596170155197e+01 -5.331485653518399204e+00 -1.173693390767688527e+01 -6.646385848066799440e+00 +6.747745482276840789e+00 +1.217967286311463226e+01 +1.197114087000898053e+01 +1.095095866918175886e+01 +6.432308431176807062e+00 +1.169010607619317454e+01 +4.909729926824240920e+00 +1.043601768567351940e+01 +1.413454971764997481e+01 +8.867237506157991334e+00 +1.670740622295421929e+01 +1.060437011506498095e+01 +5.047440064841254070e+00 +1.133668517118653085e+01 +1.106838398114616950e+01 +2.218105732437587108e+01 +1.311460273972241453e+01 +4.753834298833041316e+00 +5.127470263654132054e+00 +9.394316384228943662e+00 +2.180336847388274180e+01 +1.097401950566994344e+01 +1.249106615950471166e+01 +5.008736896290457707e+00 +1.786049728990926155e+01 +4.725203473493962747e+00 +1.528050060642060259e+01 +1.699395926948160707e+01 +7.304063105225438335e+00 +1.976693923046234147e+01 +6.503629382006067772e+00 +7.854452156134996699e+00 +1.513231464678121085e+01 +2.617312084116623794e+01 +1.285217131945277913e+01 2.696768732456077089e+01 -7.803710261275227822e+00 -7.570089404729216653e+00 -3.578195382102933308e-01 -1.978283763570176745e+01 -1.077950047198294214e+01 -8.221262395032312043e+00 -6.218810025424772903e+00 -5.138545027827234435e+00 -7.681942680109514754e+00 -1.423597597181176866e+01 -1.851093628739708663e+01 -1.759548736216409281e+01 -1.906460479483995130e+01 -7.709137908695595343e+00 -6.751583211258534334e+00 -1.066655581963823352e+01 -2.317899236886908909e+01 -1.224273680789592333e+01 -1.376729304911748386e+01 -1.062670154964206404e+01 -8.473749209927902371e+00 -1.734233786272548627e+01 -1.400409698279631243e+01 -7.984828872455409510e+00 -1.303256388591363191e+01 -1.191077406230786551e+01 -1.484205133059495552e+01 -8.768084558058660605e+00 -1.658514692101202570e+01 -1.063164836656522994e+01 -2.270234269108418346e+01 -1.041442495967669402e+01 -2.190438507652805811e+01 -1.639810780932353396e+01 -1.103120511568245377e+01 -1.433711643184707896e+01 -1.432142672724799581e+01 -1.002506464523240481e+01 -9.324230416014344769e+00 -1.118755711542021913e+01 -6.301657994128404994e+00 -1.142879358114798549e+01 -3.405735095653784583e+01 -1.066991349078891460e+01 -1.138633000405728524e+01 -2.774519951168663567e+01 -7.003351488568270611e+00 -1.402421221465127132e+01 -1.929717492198206230e+01 -1.248758769678855174e+01 -1.307480829524719468e+01 -1.008136532575561262e+01 -3.387161874638887582e+01 -1.750542052996424047e+01 -5.914882688841899494e+00 -8.555228253159668839e+00 -7.907456522457493975e+00 -9.020195763813816825e+00 -1.592869264995033518e+01 -8.426739508933167144e+00 -1.316032250241177337e+01 -1.417275981674531238e+01 -9.347258643030230019e+00 -1.623559739081711939e+01 -1.294259017783204513e+01 -2.589094266574649339e+01 -1.513301202491513209e+01 -2.205109889630877262e+01 -5.146177463862770196e+00 -1.800956665768246978e+01 -6.329528030154847329e+00 -1.125944583324393022e+01 -2.176042382365434946e+01 -9.892182076595645412e+00 -3.387161874638887582e+01 -1.534801682161088365e+01 -1.239656111623456525e+01 -1.624160218786896337e+01 -7.125144173526557267e+00 -1.143897717947791648e+01 -1.426579688473462681e+01 +1.009969857267280702e+01 4.732355898220461654e+00 -6.212802650608821864e+00 -2.429380309252813674e+01 -1.224273680789592333e+01 -1.364918679430644488e+01 -1.777959665912126752e+01 -1.808605195437614555e+01 -1.171086540300768775e+01 -2.163154838225689502e+01 -5.606455290515711454e+00 -1.344891168826323735e+01 -2.534423846111108958e+01 -1.492433523366165105e+01 -1.069384887816189433e+01 -1.224615889191677809e+01 -1.718089849159275673e+01 -6.153835616681405440e+00 -9.625070739060632263e+00 -1.289992632285928664e+01 -1.459330262693303837e+01 -1.447297425763923684e+01 -3.387161874638887582e+01 -5.271259657479532734e+00 -1.099249690296994686e+01 -1.689657398867922211e+00 -8.792256271323068972e+00 -2.019932110455459906e+01 -1.148754038081442275e+01 -7.682600906422493381e+00 -1.514461640152593702e+01 -8.438252050489055023e+00 -8.182249717045181114e+00 -1.994150920990392706e+00 -1.437415327909896234e+01 -1.014901059530521366e+01 -1.561850567349124219e+01 -6.218810025424772903e+00 -1.603248597967807143e+01 -5.129687065302917404e+00 -9.211378982978729368e+00 -9.512607357375173933e+00 -1.088298868356683613e+01 -1.711906072347271390e+01 -1.043694445410977778e+01 -1.085436047479007016e+01 -1.494788023892651552e+01 -1.700311514252926770e+01 -2.194796084496132949e+01 -1.029728739937704063e+01 -1.073402607879667414e+01 -9.417899579341053595e+00 -9.615898318796510580e+00 -7.039551457738824070e+00 -7.331031019157478568e+00 -1.481390050936423108e+01 -1.672456905624183321e+01 -1.337174847546955903e+01 -1.390875146283022445e+01 -1.575993812060845300e+01 -1.348633026702704285e+01 -1.293417029032015364e+01 -1.850004390246778030e+01 -1.028846479960257909e+01 -1.364327828185319902e+01 -5.603204332088509432e+00 -1.384104785656687397e+01 -1.476528514450463092e+01 -6.069052764360776564e+00 -1.523471836269037283e+01 -1.016207624119287800e+01 -1.230007816890798722e+01 -1.130423461925117579e+01 -6.473557678220089429e+00 -5.471032601406747631e+00 -6.665046913921528926e+00 -9.785818437110393120e+00 -1.084465356081528853e+01 -6.093676287617142862e+00 -1.101805137426573822e+01 -9.189794833081506908e+00 -1.566367706866485321e+01 -9.390391939021910162e+00 -9.387974010750156140e+00 -1.609645599171680885e+01 -6.285851972286764067e+00 -1.666400302871728911e+01 -1.371069152473680219e+01 -2.526702909700247801e+00 -1.895095282333956277e+01 -1.126229386189683623e+01 -9.377118255743496888e+00 -1.088542764283572239e+01 -5.218892972762802174e+00 -1.391455651118353387e+01 -6.837813798194858350e+00 -9.316014787422901122e+00 -8.357257896454484580e+00 -2.657838067998699216e+01 -8.829224807722752644e+00 -1.330179193339732535e+01 -1.548368213980140240e+01 -1.218785461243267321e+01 -6.414234665034840077e+00 -8.198100895217436346e+00 -1.530941002096558634e+01 -5.049690579387188905e+00 -2.607809324213307889e+01 -9.186114834396505557e+00 -1.532197987036029474e+01 -5.031904736252258203e+00 -8.357468138296681559e+00 -2.877798869090783285e+01 -9.929303907067819068e+00 -1.855634376822057163e+01 -1.366074884351796470e+01 -1.069753222414735205e+01 +1.554208842235239274e+01 1.304609143118072723e+01 -1.522380068403451503e+01 -1.060437011506498095e+01 -2.058289749926639445e+01 -1.139327618213280857e+01 -1.501047152922036787e+01 -1.017758356506507766e+01 -1.025301259641963725e+01 -1.199306026850810269e+01 -1.487859240404495154e+01 -1.082783038282384780e+01 -3.552873433586546525e+01 -2.516480242020709568e+01 -7.495828850159909962e+00 -6.724080536964450516e+00 -1.475218423120611533e+01 -1.002157512615224277e+01 -1.356536756655118836e+01 -1.285217131945277913e+01 -1.052705207158552980e+01 -1.804848379269087388e+01 -8.887378727173498305e+00 -7.171562566990402843e+00 -5.694424802709818323e+00 -1.359339659709738157e+01 -7.977276617801152270e+00 -1.031163649607260879e+01 -1.081400765291238031e+01 -1.048452913308034340e+01 -1.828803500079676780e+01 -1.077962500938991752e+01 -1.365243136661933931e+01 -7.965381691512504858e+00 -1.144159277525743335e+01 -1.233016581504777776e+01 -1.304039796429080411e+01 -9.824275142410911599e+00 -7.681942680109514754e+00 -7.868250293600254963e+00 -1.755718108213042683e+01 -5.369951310464600169e+00 -1.158474666446727497e+01 -8.727535274946319532e+00 -5.701864067379958101e+00 -1.461651404640578278e+01 -1.604785349182031950e+01 -7.904983812028930856e+00 -1.182116013824830247e+01 -1.433711643184707896e+01 -1.053836450962906213e+01 -2.527271477213413675e+01 -5.093543351497800131e+00 -4.896262969706199897e+00 -1.697038140450723631e+01 -8.893402951097755249e+00 -7.579571297741310332e+00 -1.882837129574598123e+01 -9.333339631083163113e+00 -8.000615336531936350e+00 -5.814354534366430016e+00 -2.246995721117741596e+01 -1.004154120606294498e+01 -9.915123208161801927e+00 -1.030421105883519317e+01 --5.749396723911388563e-01 -4.571011073644967837e+00 -1.082873779919836466e+01 -1.332476996655167056e+01 -1.391580074311151805e+01 -7.291829844799764260e+00 -2.653968502737302515e+01 -5.737301990369843452e+00 -1.814400709895745933e+01 -1.229697932000632932e+00 -1.024307829571522177e+01 -2.251357094513329571e+01 -1.320846882019890245e+01 -1.114825232088152518e+01 -7.286007671242671790e+00 -1.540948171110495934e+01 -1.125400089251553482e+01 -3.195043044795994547e+00 -1.103633055260208096e+01 -1.644856236262957339e+01 -9.202430608324903005e+00 -2.266693264163185972e+01 -1.002451396336995515e+01 -1.925301596996989417e+01 -5.332718757776973462e+00 -6.611279114287185621e+00 -8.365326918375899368e+00 -1.469887651721347765e+01 -1.520562224436002907e+01 -1.921547052282323875e+01 -1.131457445810734441e+01 -1.611793482482121931e+01 -1.027710559719352545e+01 -1.704203772205404732e+01 -1.858734962536385638e+01 -2.261499751250141799e+01 -3.206823930589779081e+01 -6.251188261271309443e+00 -9.060476846201098056e+00 -1.513268098347290902e+01 -2.449369106974231158e+01 -2.299069118468875672e+01 -1.443027122608823731e+01 -6.775050963306867402e+00 -7.532330957182338693e+00 -1.953805434919161144e+01 -2.140195208252161763e+01 -5.632469639356145308e+00 -1.216302632335478506e+01 -5.377540363656123645e+00 -1.184115235899734841e+01 -1.269752326874206005e+01 -8.095284675545897812e+00 -2.176042382365434946e+01 -1.388847517760841299e+01 -7.431717699468890714e+00 -7.671534845855703111e+00 -1.113845566439928803e+01 -1.854257880770910560e+01 -8.723748510616943008e+00 -3.057158388753983047e+01 -1.887243933068883450e+01 -1.354183073056884723e+01 -2.848193611159123861e+01 -1.091798310724692556e+01 -9.770987669299302070e+00 -1.166247894355018389e+01 -1.405190009286793895e+01 -2.140306093239908591e+01 -1.268031228346694661e+01 +7.977544340907947173e+00 +1.543720872306106173e+01 +7.372409539773215670e+00 +3.387161874638887582e+01 +1.322745698318507834e+01 +1.388839601747450558e+01 +1.593331497995586687e+01 +1.363467714204843162e+01 +1.007805617127270637e+01 +1.000569610620514993e+01 +5.851045580319862438e+00 +1.551154793047223279e+01 +1.929298107349222846e+01 +9.717520288644436732e+00 +7.425875514688200951e+00 +1.416572339813671988e+01 +1.759873792313898377e+01 +1.310881115188188062e+01 +1.538484111379082719e+01 +3.999759436897264209e+00 +1.334556662177649855e+01 +6.722152623487460232e+00 +1.205406792143844541e+01 1.060437011506498095e+01 -1.606859088477433772e+01 -1.083197114126426186e+01 -9.744226456743732001e+00 -1.466271080463604903e+01 -1.097427392048179229e+01 -1.864651786486147955e+01 -1.813861202921611948e+01 -5.714012643638554323e+00 -4.995997653161651897e+00 -1.630908329803692425e+01 -7.404346062745972290e+00 -2.066059894686989651e+01 -1.106694731224405359e+01 -7.542709728392068769e+00 -3.731414789177932789e+00 -9.918897533154833468e+00 -7.187596236069879296e+00 -1.826149629659386164e+01 -4.500288280273082364e+00 -7.743209197815261291e+00 -2.784721121796565058e+00 -5.074200828097062299e+00 -6.414234665034840077e+00 -1.522558136111214822e+01 -1.020088139853716314e+01 -8.171725278881169174e+00 -7.889081255824649475e+00 -1.055923291131146868e+01 -1.304609143118072723e+01 -8.207340324637428353e+00 -1.031163649607260879e+01 -9.107391148667630887e+00 -9.485015634452011568e+00 -1.117987786781563386e+01 -1.908512680331794797e+01 -1.179485415304345963e+01 -1.128762760112135766e+01 -1.428379122888046027e+01 -1.608816160349422830e+01 -1.339247154410297469e+01 -1.093092906071946402e+01 -6.173160717258099339e+00 +1.233518427690829355e+01 +1.394123809172681661e+01 +1.056767482381631851e+01 +9.534573768188607801e+00 +6.428094007185833902e+00 +1.437793878292025340e+01 +1.500386655946542191e+01 +2.754338626163288950e+00 +3.387161874638887582e+01 +1.368401531727288045e+01 +9.367830867479980839e+00 +8.373318790756215435e+00 +2.742537359548549603e+01 +9.980907351276940176e+00 2.582869563271370339e+01 -1.320107440917794861e+01 -8.491016011108726502e+00 -8.600239576544936426e+00 -1.690021751496851721e+01 -1.352152712984464245e+01 -1.182308487747840786e+01 -1.743168984715714487e+01 -1.466703681435757289e+01 -1.473769046260254356e+01 -1.039502592125573699e+01 -1.104772772179499896e+01 -8.049789734383480777e+00 -1.327056487726585488e+01 -2.119316687169343538e+01 +1.192724052434596160e+01 +1.492832237067283074e+01 +9.479259606917025849e+00 +1.228419936751222963e+01 +7.081710558284413537e+00 +6.729271204287783803e+00 +1.660640843478891782e+01 +1.798306335518637411e+01 +2.963511867648871601e+01 +1.166759036901714808e+01 +1.926686666130805747e+00 +9.717660639716342530e+00 +7.599171788994411258e+00 +1.712369831347287175e+01 +1.780432340172598060e+01 +1.310657372707268564e+01 +1.182116013824830247e+01 +1.084421796200726362e+01 +1.179222895339286481e+01 +1.334919570346539786e+01 +1.473777505321096726e+01 +5.720697833541464661e+00 +8.236103802776085558e+00 +1.128772519732576995e+01 +8.654551706191881522e+00 +1.186472452951770151e+01 +1.580729211086016051e+01 +1.250738653284571456e+01 +8.654226895061256641e+00 +8.188290626294289609e+00 +1.360798116340170338e+01 +5.798964715267125314e+00 +1.048356766408464580e+01 +1.966276220425018550e+01 +1.693813194743060535e+01 +8.047842548706739763e+00 +9.011166914966111108e+00 1.053098938135534013e+01 -1.199929379449396549e+01 -1.248295572786334162e+01 -2.628823830879838397e+01 -1.459330262693303837e+01 -1.716156887315202084e+01 -9.451044507348456136e+00 -1.374300378915322085e+01 -6.598402885636801329e+00 -4.952818893774043829e+00 -6.011749577251350729e+00 -1.560624969844830900e+01 -6.137830700270981765e+00 -1.541292381079499307e+01 -2.698938472204943650e+00 -1.467939372426967282e+01 -1.119931839405134610e+01 -1.330731066849078559e+01 -1.132808765581613386e+01 -1.080979433007124157e+01 -9.143470267441813348e+00 -4.468401558460982415e+00 -1.321874017179744953e+01 -9.730538889142380299e+00 -6.265394735705868356e+00 -1.127516507193212192e+01 -4.002852365588282169e+00 -9.532048355880974100e+00 -1.755718108213042683e+01 -3.690219871722149492e+00 -1.136698123795945037e+01 -6.778331124301196553e+00 -9.845580100225618025e+00 +5.555208028076677351e+00 +1.434625639119414586e+01 +9.060023623246522106e+00 +9.868663482801878217e+00 +1.129304585308578623e+01 +1.510447985145161454e+01 +1.707262414984819543e+01 +7.003497318839009722e+00 +1.648538709736442343e+01 +1.317924485126567902e+01 +2.302584865119384006e+01 +1.543907864235663396e+01 +1.271859826164261165e+01 +9.171984059527559907e+00 +8.463486384578388311e+00 +1.061703379977782902e+01 +1.399858457158472902e+01 +3.387161874638887582e+01 +1.016409576853898500e+01 +1.384231027100675249e+01 +4.052250197262253550e+00 +1.703624618837251603e+01 +1.355357879041036995e+01 +9.636984388628391685e+00 +1.149219210762024090e+01 +6.872622997575277282e+00 +5.147039927622699906e+00 +7.722929046622169835e+00 +1.218526986022104097e+01 +1.345166646656157639e+01 +8.368422768800257927e+00 +1.575716773723128483e+01 +8.839680333499032372e+00 +8.856856395543829308e+00 +8.748766150274875031e+00 +9.105222964273636421e+00 +6.432815132042705386e+00 +1.946695549313574247e+01 +1.866088009096090161e+01 +6.872521637444592102e+00 +6.284757891886172843e+00 +7.935603950165074139e+00 +1.281334622875210982e+01 +1.568282798186955063e+01 +1.680588918098187889e+01 +1.031890753788731274e+01 +1.469944615067865357e+01 +3.662260075250792113e+00 +1.803880166277190256e+01 +1.340609580021394720e+01 +1.453708733704534950e+01 +5.069100508452024201e+00 +1.005981833085269272e+01 +1.361432041608287591e+01 +8.274593085701937412e+00 +5.584103534156113824e+00 +1.285193096843968874e+01 +1.437415327909896234e+01 1.082636559048145841e+01 -1.207990945336007371e+01 -1.036158944319916486e+01 -5.368125839411419520e+00 -6.955463581049443178e+00 -9.133381547711621806e+00 -8.319370377838112063e+00 -6.597107070602433510e+00 -6.131887360786024033e+00 -1.092729453691988795e+01 -6.199106211059088878e+00 -1.985624769993002303e+01 -1.827980400545897055e+01 -8.987991418478827654e+00 -9.583969762466878706e+00 -8.338320945876276369e+00 -1.239617353948689527e+01 -1.055052796271958471e+01 -9.342750004064399150e+00 -1.429678510722924045e+01 -6.371689332183777310e+00 -6.778331124301196553e+00 -1.747694113642171487e+01 -1.592869264995033518e+01 -2.333121692637136846e+01 -6.266531409737694958e+00 -5.647452032282245682e+00 -1.247547273918102917e+01 -8.407832515954481778e+00 -1.002133502705649448e+01 -1.380036861243330293e+01 -1.352259054646000891e+01 -1.435124892928966744e+01 -1.507496564633549951e+01 -9.680089620774069203e+00 -1.000350987703501460e+01 -8.492743073676862764e+00 -1.292882552714578992e+01 -1.865396584698389404e+01 -8.633358585762550774e+00 -1.158743508664966271e+01 -1.738024162004364825e+00 -8.731532379875062588e+00 -1.453786488269835786e+01 -1.517933195754167741e+00 -1.135157235764917516e+01 -2.229913666664033656e+01 -1.255464461882451133e+01 -1.149486782037669741e+01 -2.196246920159838112e+01 -8.942489985255448914e+00 -9.696565416122282954e+00 -1.814503383194890773e+01 -4.938183699635075641e+00 -1.358771224888906204e+01 -9.892182076595645412e+00 -6.643823433839443737e+00 -7.792566534032829395e+00 -1.029133677128731961e+01 -1.537511015618211729e+01 -1.652081796371285805e+01 -4.135126411131267332e+00 -2.528793205603624017e+01 -1.262964849457142691e+01 -1.127385394385238726e+01 -1.897923766793981315e+01 -1.196499685209073505e+01 -1.913806290790405740e+01 -7.117918105599656542e+00 -6.530851056529101584e+00 -5.630397779634236599e+00 -6.823726751801572732e+00 -1.353858463357757103e+01 -1.749894450199920470e+01 -1.582787585900216243e+01 -9.701979887535799207e+00 -5.630727663706039721e+00 -3.125705140385217362e+01 -9.524686687794343243e+00 -1.234207994297275945e+01 -1.382846162894563236e+01 -8.473590552496332862e+00 -9.510771717741903331e+00 -1.845374962236908800e+01 -8.472749706728009755e+00 -1.305937905294544521e+01 -1.167928940163810125e+01 -7.861845778605413670e+00 -2.431876014729486712e+01 -1.173135531712347301e+01 -4.286802207729081715e+00 -1.036879160058974492e+01 -7.949265611625634165e+00 +1.627998799750241687e+01 +5.701864067379958101e+00 +5.934349278600777211e+00 +1.209049319574012316e+01 +1.363957250752370953e+01 +8.099308619802883413e+00 +4.724002493539231295e+00 +9.615721188458152824e+00 +5.918500267551223715e+00 +3.436092264898860549e+00 +1.614814136154234347e+01 +1.960766400241728036e+01 +1.846010630645082529e+01 +8.927183753013522960e+00 +8.270512771111768302e+00 +4.006305400917696602e+00 +1.266196802340441252e+01 +1.461594637938219421e+01 +6.412214518103183991e+00 +1.866802446997367326e+01 +1.928324591251518427e+01 +1.633049051669229357e+01 +1.539157942159543779e+01 +1.820155395980400215e+01 +8.241234281287532326e+00 +2.228908599905386723e+01 +7.324063340965849989e+00 +5.302458287048779084e+00 +7.681942680109514754e+00 +9.271015766342813436e+00 +3.934660849654378012e+00 +4.376254745909861299e+00 +8.434434329851683287e-01 +1.596100130333616107e+01 +7.853798864254684986e+00 +2.190438507652805811e+01 +2.028023426586177891e+01 +6.787426149784991480e+00 +8.563618737486365262e+00 +1.328804958804674641e+01 +6.048340214921864799e+00 +1.053900373562002812e+01 +2.799220363525741107e+01 +1.096426976932710318e+01 +1.263023617043833724e+01 +9.572652664544094137e+00 +1.633437852798660117e+01 +2.435733173765925130e+00 +3.453796448157646637e+00 +8.910139964030221904e+00 +1.263610908443119740e+01 +3.387161874638887582e+01 +9.015370729172801134e+00 +1.462380062706998274e+01 +1.000200141958434585e+01 +5.603985223725430842e+00 +7.504452477367628660e+00 +1.354965995904461806e+01 +7.377147604843550255e+00 +6.163884773992677424e+00 +2.584586607727190710e+01 +1.441258617934884967e+01 +7.291907347017584584e+00 +1.434057731204863728e+01 +6.882941175143102441e+00 +1.348174818342670278e+01 +9.813045593060195415e+00 +1.715589415554870811e+01 +1.285193958094070865e+01 +1.008771042423167330e+01 +7.270807986873577988e+00 +9.960592192036870074e+00 +1.609927593982092731e+01 +2.149398279808657719e+01 +1.374298698640635052e+01 +1.431187116422405836e+01 +1.336859047284288238e+01 +5.783257571085940185e+00 +9.648154111441400005e+00 +7.780678085000687361e+00 +1.500024623511576749e+01 +2.013323728185190475e+01 +1.120044979668058716e+01 +1.512627699673470261e+01 +2.400492196118652544e+01 +4.185474996528739666e-01 +1.157102617120423815e+01 +8.464729561204165975e+00 +9.711799401342474880e+00 3.346458197279090996e+01 -1.218168217245241181e+01 -1.011202262215238079e+01 -1.055493696823739924e+01 -8.941770319747888607e+00 -1.191896086590968196e+01 -6.427077911621736916e+00 -3.502020656974870860e+00 -4.636318420334205825e+00 -9.583969762466878706e+00 -1.497770066252205368e+01 -1.283271710660079634e+01 -1.225553871890251401e+01 -1.420339881143574701e+01 -8.641387382663111794e+00 -4.739642716880240414e+00 -1.435658581886377760e+01 -6.612522105230652869e+00 -1.043294182494715017e+01 -1.997242085019215097e+01 -1.738024162004364825e+00 -3.038619871415420448e+00 -1.012804434355969363e+01 -1.026345722134206540e+01 -1.414863741050369583e+01 -1.375693706876002409e+01 -2.982018781248123673e+01 -2.094421664477853540e+01 -3.101033581899741876e+00 -1.133259726200358841e+01 -4.774701770387750344e+00 -1.335338610856533137e+01 -1.060764739304337922e+01 -1.329113555098278709e+01 -2.695793308880067229e+01 -5.683654295258179445e+00 -3.960187712969101881e+00 -2.283840762637294119e+01 -8.527104373513765267e+00 -8.833123796426932017e+00 -1.145122362591970955e+01 -1.479210406591971605e+01 -5.151440214910152804e+00 -1.929351834947124189e+01 -1.750568493486620980e+01 -2.045584226381848225e+01 -6.948277143752022766e+00 -6.251188261271309443e+00 -6.661501488372024937e+00 -1.785358601037212622e+01 -6.935575727500221888e+00 -1.089623127856241069e+01 -1.140257815747352765e+01 -1.412940186496469153e+01 -1.265021663285737930e+01 -1.194737164819001407e+01 -9.074539623848679071e+00 -1.135301061018982693e+01 -9.254636081760040156e+00 -1.760704580934370256e+01 -1.556293351753805609e+01 -9.918897533154833468e+00 -4.457096431897269895e+00 -7.406956595088132644e+00 -2.831307556032655270e+00 -1.165348034560298629e+01 -1.277975517263868710e+01 -1.817345858015160331e+01 -1.114258580869251603e+01 -1.406257455495085651e+01 -9.515908203262554821e+00 -1.499736744242370889e+01 -9.576053196352077634e+00 -1.158413161605358255e+01 -1.135541759196834732e+01 -1.283388146562501220e+00 -1.326518320006371709e+01 -1.151173257426160035e+01 -1.854766984267517671e+01 -1.085756474550436224e+01 -1.709235031694684892e+01 -1.566934659674525676e+01 -2.174219559640182808e+01 -1.188806378604836311e+01 -1.416181109192447707e+01 -1.788325177563743296e+01 -8.098394408018862123e+00 -2.680595825382454223e+00 -9.598346596746168302e+00 -1.312832316565331325e+01 -1.158176707636972935e+01 -6.406320532744359753e+00 +1.433711643184707896e+01 +1.238082673693767788e+01 +5.933119782602915393e+00 +1.809102842754676033e+01 +1.212174072651336587e+01 +5.400824739450854395e+00 +1.595694013178335524e+01 +9.443486025787478866e+00 +6.054658980816597591e+00 +9.572354593158763691e+00 +7.653036431646171422e+00 +1.298208601448335742e+01 +1.005836272335984916e+01 +1.813123653930624357e+01 +2.118440947205573366e+01 +1.051851369100782563e+01 +1.108044741100701458e+01 +3.547430421537509915e+01 +1.160548643698895432e+01 +1.336784661533762630e+01 +2.564711729469408397e+00 +1.860549909655026113e+01 +6.360375718824329283e+00 +1.368596655020088804e+01 +1.884061065803348356e+01 +7.159568980686913164e+00 +2.709387994875795869e+01 +3.909465658215765416e+00 5.486073069836393756e+00 -1.054227774222599123e+01 -5.440425871822995418e+00 -1.656126170093084227e+01 -5.889945837228140135e+00 -1.026887687834324936e+01 -9.419407521500630764e+00 -1.039427214097445074e+01 -1.296835886787945924e+01 -3.387161874638887582e+01 +1.835032802860051504e+01 +2.673232789693992117e+01 +9.394904642809393636e+00 +9.799054341825716108e+00 +1.377702860471721635e+01 +6.302167631131069925e+00 +5.840671501679608468e+00 +3.387161874638887582e+01 +1.099906894740371399e+01 +1.593876959938536686e+01 +1.258580329005128817e+01 +5.701864067379958101e+00 +8.211576064112009021e+00 +6.513898326548442697e+00 +1.806476517583222119e+01 +7.204774994777267239e+00 +9.232403854597649229e+00 +1.261011421177751402e+01 +9.887879342900404822e+00 +2.144913020070976017e+01 +7.751208227574778675e+00 +1.874369573574324477e+01 +1.492832237067283074e+01 +8.543339186828930565e+00 +1.841802645546181338e+01 +1.321953557488018305e+01 +1.890043659921106212e+01 +1.638269091330990079e+01 +1.060437011506498095e+01 +1.691219659934982644e+01 +8.011186768043003781e+00 +2.028062734171700754e+01 +1.274870546173119124e+01 +1.083250831852392082e+01 +1.417624700169888285e+01 +1.316492061208549558e+01 1.062102535807095194e+01 -1.182323967385811159e+01 -4.871202305616762374e+00 -1.011378388353543301e+01 -6.062296879739676569e+00 -1.364026158447110504e+01 +9.785872018781432757e+00 +1.599855768543733348e+00 +1.535353317420798192e+01 +1.156525444330891617e+01 +1.842860953772792243e+01 +1.660365555290985640e+01 +1.254143650785093200e+01 +1.027568185571165316e+01 +1.364243572753140654e+01 +6.749988803860659914e+00 +1.084465356081528853e+01 +1.374756260246134332e+01 +1.361432041608287591e+01 +6.375668111343337330e+00 +1.574060174447049576e+01 +7.835830359883075857e+00 +1.749856857909733776e+01 +1.121161728970569982e+01 +1.023897049522734903e+01 +1.376863888718601459e+01 +1.360550354347593327e+01 +6.764406910999625211e+00 +6.378186674599909622e+00 +9.248671299658582257e+00 +1.785407542094745281e+00 +6.854818004095477590e+00 +1.807546007453885295e+01 +6.597961818171697246e+00 +7.700069826325361078e+00 +1.259761280106852155e+01 +8.657253640282164042e+00 +1.719538921673672860e+01 +1.100038291206440988e+01 +7.446674227718702355e+00 +7.324063340965849989e+00 +8.791135957509695231e+00 +1.509331128251560017e+01 +1.354212352232750050e+01 +1.492842788711500646e+01 +4.916071214466768424e+00 +3.772109282619780402e+00 +4.590902013825711947e+00 +1.715606181961928201e+01 +1.218476639941536632e+01 +1.148805081300861275e+01 +1.830257814239807601e+01 1.132805084356380121e+01 -1.109296280858347927e+01 -6.320764754513660932e+00 -6.467375203384150950e+00 -1.116194303514201636e+01 -1.769582945766995863e+01 -5.502271666173413678e+00 -1.693010930478571652e+01 -7.076723901490680646e+00 -1.629286672586553664e+01 -1.071069103308451531e+01 -3.153253532984550134e+00 -6.198820712298825697e+00 -9.584173342424676889e+00 -3.925481024573684863e+00 -9.393869294397674707e+00 -8.961506255044966451e+00 -1.692534843912902431e+01 -1.248151893474486940e+01 -1.304609143118072723e+01 -1.887514697268878194e+01 -1.785893480893778928e+01 -3.653105977064157628e+00 -9.167937848251042965e+00 -1.135423242895194562e+01 -1.311434545242957483e+01 -7.655861873033671827e+00 -9.127861465472705049e+00 -1.457995814583171068e+01 -3.052204096738149985e+01 -8.111840862716462652e+00 -1.345023680980955305e+01 -1.510253038451355678e+01 -6.789275659595816137e+00 -1.062970324759882601e+01 -6.431546129709246884e+00 -8.809650848674820622e+00 -1.691121136648150980e+01 -1.235915680585456755e+01 +2.015515779484904613e+01 +6.181371362268251346e+00 +1.336017475644564456e+01 +6.594288152878036158e+00 +4.732355898220461654e+00 +1.166247894355018389e+01 +4.831996764681306900e+00 +1.054572087050324569e+01 +1.711961618700557608e+01 +9.315317466634525090e+00 +8.405235378615600439e+00 +1.399847586977951153e+01 +3.387161874638887582e+01 +9.976898049179709460e+00 +1.350728651299542094e+01 +9.289515389250922794e+00 +8.407645631485479498e+00 +3.654407304660992395e+00 +1.224273680789592333e+01 +1.777307329705436700e+01 +2.269617892152659522e+01 +5.826145993554291636e+00 +1.504913240096560401e+01 +1.304371612541713432e+01 +1.172405825758497144e+01 +3.826762293464923914e+00 +1.994633704694102505e+01 +3.405559359101118844e+00 +8.650744943212885119e+00 +9.159158458683592130e+00 +1.243834613198917793e+01 +1.065178094810346465e+01 +9.189430740507702922e+00 +1.524829686673700735e+01 +5.822973606394938884e+00 +2.617440650785177070e+01 +1.458362542632531245e+01 +1.202278591036569821e+01 +1.223453153627502843e+01 +1.622121803039593146e+01 +1.289932334235908229e+01 +1.438307056759659019e+01 +9.885013275964425361e+00 2.560225384134457727e+01 -8.360932589758007794e+00 -7.539663608275049000e+00 -7.916326704528287905e+00 -2.508006031570417349e+01 -5.734899712869136579e+00 -2.187950756118556228e+01 -1.031163649607260879e+01 -1.213165007744322565e+01 -1.817696095074293794e+01 -1.786049728990926155e+01 -6.251188261271309443e+00 -1.632614463471992394e+01 -5.647392839777339191e+00 -1.019036541533502316e+01 -9.698995955992160134e+00 -1.394920279138112562e+01 -1.032612811297131827e+01 -1.163800089129804860e+01 -1.530511946381385258e+01 -6.248185798980486538e+00 -7.307742633861309400e+00 -2.200205229342368796e+01 -1.570453999217593832e+01 -3.475025249334819932e+00 -8.269243182086569277e+00 -1.533932902443729063e+01 -3.057457970426527538e+01 -1.209814066075422545e+01 -2.190438507652805811e+01 -5.245296977660004245e+00 -1.055693997614301338e+01 -1.261197465244978844e+01 -1.667073337381231113e+01 -2.327360064920894445e+01 -6.709678768111487557e+00 -9.500407982402990115e+00 -2.112584456301578939e+01 -5.384970810049942713e+00 -1.768885179017652831e+01 -6.752780147486433293e+00 -3.974860866060581088e+00 -2.120713294311732966e+01 -3.387161874638887582e+01 9.463047615797421486e+00 -1.512115866257470032e+01 -1.422417660680852691e+01 -1.761774474602488283e+01 -1.043110594349070652e+01 -6.386521502464674427e+00 -2.473595211794582838e+01 -2.008338887225376368e+01 -1.648116837865097750e+01 -1.179440762828738798e+01 -9.935976788859449016e+00 -8.480953891266835853e+00 -1.672099506671875702e+01 -1.433711643184707896e+01 -6.368144683338826439e+00 -1.648206183187431861e+01 -2.190438507652805811e+01 -3.280033697634934242e+00 -1.269687447233415867e+01 -7.159513232526478532e+00 -8.170392919182532410e+00 -1.638853451132017369e+01 -7.365933474662782032e+00 -2.877798869090783285e+01 -1.532718914793083798e+01 -1.452511151821902047e+01 -9.289709854262710564e+00 -7.999977027659440409e+00 -1.882837129574598123e+01 -8.676787522234974404e+00 -1.664090197106351354e+01 -8.740400589352191218e+00 -1.352424869169546184e+01 -3.387161874638887582e+01 -1.511964947885545030e+01 -1.468785109069573025e+01 -8.712264903738329735e+00 -2.605588822166586738e+01 -1.462304911926179329e+01 -1.472588792009018732e+01 -3.723750535479553037e+00 -1.268106805194639719e+01 -1.712083398243929366e+01 -8.345276030705761627e+00 -1.966276220425018550e+01 +8.900798598135850170e+00 +3.384492712825618810e+00 +8.964315879266379739e+00 +2.191075626322849246e+01 +1.051636261105204539e+01 +1.302839828578311199e+01 +1.488104458528316343e+01 +1.912340024253309423e+01 +1.166936697218216068e+01 +7.593333928630684682e+00 +1.016409576853898500e+01 +2.251357094513329571e+01 +6.170837163193425567e+00 +6.205875718693306453e+00 +1.717060043801699010e+01 +1.056151212966629771e+01 +8.360932589758007794e+00 +6.522580064807897315e+00 +1.005878336532980200e+01 +8.870368750238796451e+00 +9.816883521609199192e+00 +6.938641996035059378e+00 +1.797705295012231375e+01 +1.938390518496889570e+01 +7.590960488863643718e+00 +1.112677157561029162e+01 +2.009222693308458929e+01 +7.307625456383775031e+00 +5.890101202959698412e+00 +8.396203281394647888e+00 +1.304609143118072723e+01 +4.896323404250580325e+00 +1.696402193225432598e+01 +1.592869264995033518e+01 +7.015245914277812744e+00 +1.122147608283640352e+01 +1.668656970765371739e+01 +2.768419256645827886e+01 +1.243377927389245485e+01 +7.797559338018714925e+00 +1.904485562658508968e+01 +1.048713343450130253e+01 +8.398268077123887565e+00 +2.155408269270071742e+01 +1.835563634804269384e+01 +1.081728030983120448e+01 +1.849870507546361864e+01 +4.453612303377511239e+00 +8.958603649302915528e+00 +5.630397779634236599e+00 +1.328124500413558451e+01 +1.002133502705649448e+01 +8.928559581008045143e+00 +1.444227982363806007e+01 +1.874615952190366386e+01 +1.826318388336073895e+01 +1.238198804185905999e+01 +1.279453421551167480e+01 +1.530941002096558634e+01 +1.316124774460260483e+01 +1.035574496367782160e+01 +1.939061336141099900e+01 +9.838744399653990058e+00 +3.043211162874234788e+01 +1.478185379821778156e+01 +6.769166347120872729e+00 +6.107965230371220855e+00 +1.202508431399481026e+01 +3.927943104858641732e+00 +9.473601491791569629e+00 +3.963250814039859904e+01 +2.145055860539167725e+01 +1.377746097912486789e+01 +9.926114683799667660e+00 +1.238262854242489652e+01 +2.546667905439157664e+01 +1.713438960207068362e+01 +1.521493418444393342e+01 +7.738914093560055107e+00 +1.522380068403451503e+01 +1.380385959235162829e+01 +8.793368318783251425e+00 +6.414234665034840077e+00 +1.522380068403451503e+01 +1.527602378159788543e+01 +8.244716671760315307e+00 +1.248151893474486940e+01 +1.122764871484326932e+01 +7.830930200440164413e+00 +1.064842536405824092e+01 3.387161874638887582e+01 -1.151173257426160035e+01 -2.230472695514667691e+01 -9.836972260391931400e+00 -1.359467475832083494e+01 -1.228856485823011724e+01 +1.522380068403451503e+01 +1.432659058516681228e+01 +5.468016010008213357e+00 +1.447661470499569702e+01 +9.780029184975589374e+00 +1.755340862633384802e+01 +7.753811452409351546e+00 +1.154439140994237789e+01 +1.822153276200000960e+01 +1.057404274912623521e+01 +5.626363969268737719e+00 +8.556895446430189622e+00 +1.240186172332313674e+01 +1.614311726542976544e+01 +5.737301990369843452e+00 +1.044967750444705246e+01 +6.928488318826495629e+00 +1.111054665208277470e+01 +1.196653294754609931e+01 +2.035162456831395161e+01 +1.187498277054162088e+01 +5.625030719437191351e+00 +5.585560640060919013e+00 +1.684433021786799145e+01 +7.240881362657205500e+00 +2.027014403362733219e+01 +8.674609125914898300e+00 +2.005515668663572626e+01 +1.392334659401835495e+01 +1.114431068255510127e+01 +4.484509702261931352e+00 +1.568118560344579748e+01 +8.107088771486814949e+00 +1.991655385577337256e+01 +6.815048274214483115e+00 +2.582869563271370339e+01 +6.740713433172331293e+00 +7.050635279123625310e+00 +9.240607520083386817e+00 +1.590735557275206702e+01 +7.131405602308703351e+00 +1.063512629328536718e+01 +8.183302143097819226e+00 +1.869395322547781291e+01 +3.971344321924236453e+01 +1.802304481416045689e+01 +2.501140168890898963e+01 +3.221123566044056474e+00 +1.961728549692310253e+01 +5.337062936740792907e+00 +5.797148518247951188e+00 +1.472875410544041586e+01 +1.997168317902145418e+01 +8.739488132611640481e+00 +6.329864829948306237e+00 +1.545830483282810519e+01 +1.922834744071211333e+01 +7.734117448753622170e+00 +6.722864113334793501e+00 +2.923580459469775406e+00 +2.370538234555708357e+01 +7.904923563607951564e+00 +4.349950672960432030e+00 +8.258543210549390778e+00 +1.160923718668307458e+01 +2.128369572135777332e+01 1.706897604791207357e+01 -5.062307441782721185e+00 -1.049090981306294168e+01 -9.150842473134019883e+00 -1.493334347687498109e+01 -8.369342287745723752e+00 -4.238689184779957486e+00 +1.175202348416775067e+01 +1.222829543569335442e+01 +1.143776329705043793e+01 +1.222650630147906270e+01 +2.190438507652805811e+01 +1.307131319880663511e+01 +1.664837237583427054e+01 +1.094165850890836111e+01 +2.772798591402938939e+00 +7.702850716588343971e+00 +1.587598943512777794e+01 +1.294650079836712564e+01 +1.104786355621281757e+01 +1.800325525494572787e+01 +9.347991413162787921e+00 +2.564711729469408397e+00 2.107509990962384450e+01 -8.687486514628730561e+00 -7.526975785094450089e+00 -1.001287375591388695e+01 -6.140936808184491724e+00 -1.620960711345711047e+01 --2.786302497369348430e-01 -9.716434103904603603e+00 -7.017194285967036649e+00 -1.085321917630133726e+01 -1.522380068403451503e+01 -2.030307109039625857e+01 -7.915892611087372188e+00 -3.266866960455736546e+01 -1.747126808391551833e+01 -1.260966145820701456e+01 -4.095420089699828736e+00 -2.326267462438947575e+01 -1.458763195812603897e+01 -1.764452589373452440e+01 -3.605692467113854605e+00 -8.490841493653078942e+00 -1.729567362471057379e+01 -1.245324700096207948e+01 -4.581616249600841684e+00 -1.072028785107754345e+01 -4.669424215984193438e+00 -3.346458197279090996e+01 -4.850700857763314389e+00 -4.923436080222671762e+00 -1.719450248861514297e+01 -1.862432264598926679e+01 -8.274593085701937412e+00 -2.052195461102074603e+01 -1.276576230055519545e+01 -1.005502427335220261e+01 -4.570485322953629748e+00 -1.309198929161030378e+01 -2.169887120095835087e+01 -1.153439658159187786e+01 -1.360798116340170338e+01 -1.657369794767963356e+01 -5.942343130227364156e+00 -1.536843637847954369e+01 -9.653222449232899294e+00 -2.744241938375722611e+00 -9.164537526709125359e+00 -1.023109792241224625e+01 -2.148447360084308855e+01 -2.373283752285385617e+01 -5.057972088840969604e+00 -5.516882331774368708e+00 -2.043131751173288535e+01 -1.774002077841221592e+01 -1.714527578351004422e+01 -2.612066104852807769e+01 -1.065951026744379249e+01 -9.696282926906008015e+00 -8.498552212311409448e+00 -1.517102983105669978e+01 -1.339087983807323212e+01 -1.502722990553257887e+01 -3.723750535479553037e+00 -2.743855196611727365e+01 -1.740081474510182602e+01 -6.269075503551761130e+00 -1.850631658934378265e+01 -1.023052181487064161e+01 -9.956238327605845484e+00 -2.338263493925691705e+01 -3.387161874638887582e+01 -1.194858618998475208e+01 -1.115505809454380426e+01 -2.484558461289623210e-01 -1.557309547660142357e+01 -1.406740619910176804e+01 -1.251830773428271470e+01 -1.718788107710199142e+01 -5.964610613073588752e+00 -1.693302848667745764e+01 -7.779922914672994239e+00 -1.573648867571496623e+01 -5.547738680176735215e+00 -5.008736896290457707e+00 -3.665432839662017273e+00 -1.214802294988790266e+01 -1.049566326749807388e+01 -1.027820761471809874e+01 -1.014417035185269356e+01 -1.671171100817130650e+01 -1.301407718551588744e+01 -1.536677828627549047e+01 -5.236956114173423771e+00 -1.046089044667262158e+01 -5.711629922982552898e+00 -7.011193805103559384e+00 -7.698220602198404094e+00 -2.600536494974758739e+01 -7.590956142521434913e+00 -2.706476038791724648e+01 -9.379545373818359622e+00 -9.914004881704173044e+00 -1.182116013824830247e+01 -5.302609106646073656e+00 -2.272696899804162740e+01 -6.777409364223402122e+00 -1.387035507929408595e+01 -3.654407304660992395e+00 -1.252737919025773294e+01 -1.030353242441435668e+01 -1.429662246301694495e+01 -2.877798869090783285e+01 -2.522480869087800670e+01 -1.740142074598337274e+01 -1.304168771534743598e+01 -6.713355948487247815e+00 -1.309144730526702460e+01 -1.157810871668851860e+01 -1.687238205463089002e+01 -5.474330163765245061e+00 -1.041672930841738776e+01 -1.420715364052473717e+01 -1.712002901059285875e+01 -1.482894097370370901e+01 -2.275325234436188282e+01 -8.279063791444386311e+00 -5.341755048160010233e+00 -1.996390772622483212e+01 -6.857310497536545313e+00 -1.166484516707758701e+01 -1.001287375591388695e+01 -7.867481513486950462e+00 -1.110612302631624004e+01 -9.528741068185766494e+00 -9.954700316330701071e+00 -1.359204429416617188e+01 -7.873985925786769258e+00 -1.135425170251568261e+01 -1.142879358114798549e+01 -7.618932769069644451e+00 -5.476395841504057671e+00 -8.278999385531633948e+00 +3.814289448832113294e+00 +8.541493899505397280e+00 +1.534229675740209586e+01 +8.638889410111602274e+00 +1.576841725146948647e+01 +5.072635346870811190e+00 +7.546478100284630841e+00 +1.623116856317449219e+01 +1.263773177863745900e+01 +1.034117330256785294e+01 +1.403451410691764067e+01 +1.093736157868944758e+01 +4.230178030137615508e+00 +8.085661178446429176e+00 +2.040796202061616782e+01 +6.315010308997344168e+00 +9.202142708381458647e+00 +2.772798591402938939e+00 +7.613927850709075074e+00 +1.497770066252205368e+01 +2.612151948962278425e+00 +7.626670765283733999e+00 +1.592869264995033518e+01 +1.210378846576907108e+01 +1.125318215452485049e+01 +7.640777286778742905e+00 +-2.982151310022089774e-01 +5.371914699912892388e+00 +1.322774305676769302e+01 +1.219907647644933490e+01 +6.185076247957695728e+00 +1.374492913664580840e+01 +1.263289505030989801e+01 +1.102617111950630147e+01 +1.591473298467872155e+01 +4.349950672960432030e+00 +9.508356457753123436e+00 +8.739878924116467829e+00 +2.102854862951417658e+00 +1.676625103647522508e+01 +9.267911820131033096e+00 +1.612653708955315324e+01 +9.583978836638152643e+00 +1.931211948179914373e+01 +9.508356457753123436e+00 +8.054297261271827324e+00 +1.273119106762878516e+01 +7.968175868580928523e+00 +6.589674478138888958e+00 +3.671066855464644618e+00 +1.289811151284763469e+01 +1.413007787046396402e+00 +2.031017526945508678e+01 +1.657328404739907057e+01 +1.077312354049450960e+01 +8.836840194825597905e+00 +6.513447328576461359e+00 +1.114051650639940760e+01 +2.584586607727190710e+01 +1.110845414612161619e+01 +6.033743612813367463e+00 +7.305945939834330716e+00 +1.020335019894307038e+01 +1.249674031011869602e+01 +1.410978287857147961e+01 +3.052204096738149985e+01 +1.400632397435087739e+01 +1.245268268280368318e+01 +1.227995613486562831e+01 +1.685796379807364076e+01 +1.002182334368784211e+01 +1.245021718104811725e+01 +1.485732361650013900e+01 +1.309060771462451100e+01 +9.569872621904494281e+00 +9.511743988112456805e+00 +7.008074032326859992e+00 +6.583882444262513900e+00 +9.331032068398414481e+00 +1.597567826305098038e+01 +1.925394610948373497e+01 +3.865662581480023618e+00 +6.414234665034840077e+00 +1.259341342816608744e+01 +9.443486025787478866e+00 +9.753603590506358501e+00 +1.230709832475938015e+01 +6.039244454615555924e+00 +5.391711192079085890e+00 +1.008192207996754064e+01 +2.009063996707436672e+01 +1.290193124751939990e+01 +1.062102535807095194e+01 +1.174912004186778347e+01 +1.072742317010727220e+01 +1.007094309892261208e+01 +1.288792342054500750e+01 +2.179765770840582206e+01 +2.048407285535083133e+01 +1.754595935146252828e+01 +7.773381395052382459e+00 +2.003967532330688073e+01 +7.001176846796141717e+00 +5.888531825299352818e+00 +3.273704951284358344e+01 +9.114422661220984878e+00 +1.328199739308601579e+01 +8.212100570487791629e+00 +1.160722941112720719e+01 +9.166667332855041650e+00 +1.433902865154000494e+01 +2.312772824460971322e+01 +2.741774499909723772e+00 +3.125705140385217362e+01 +2.554009887066455065e+01 +1.095188874187152805e+01 +1.369598909957750266e+01 +1.253058906492015012e+01 +1.274910344595345180e+01 +9.422863325399561063e+00 +6.073380341300520513e+00 +1.530807615555787038e+00 +1.097910365234817220e+01 +7.749050332988005607e+00 +3.502020656974870860e+00 +1.226462751546843322e+01 +1.814657961424549626e+01 +9.723663593328140564e+00 +1.721467835538662428e+01 +4.324683507126920290e+00 1.142879358114798549e+01 -1.435493549395556556e+01 -9.649078996563218880e+00 -4.539711205177781039e+00 -9.346251249419353258e+00 -1.014417035185269356e+01 -1.075369411378594009e+01 -5.315106715337535093e+00 -8.273325180710330073e+00 -2.366989699928595314e+01 -1.230668526969067500e+01 -4.360618374272107189e+00 -2.338438534444850347e+01 -2.831370448442979182e+01 -1.561211498136795228e+01 -1.064297035066984165e+01 -1.764807934559817681e+01 -2.001902138073238291e+01 -1.842493318418570425e+01 -1.451442510775935091e+01 -2.528825679416372907e+01 -9.848043608192810439e+00 -7.511014208229738642e+00 -1.830043516980555296e+01 -1.462849728381978309e+01 -1.445223479687662405e+01 -7.867481513486950462e+00 -1.198098143966919338e+01 -1.640511327496700744e+01 -5.971012656706434996e+00 -5.356024412934289103e+00 -1.097634817327021040e+01 -1.330731066849078559e+01 -1.593702017683818895e+01 -8.576019093343930422e+00 -4.732355898220461654e+00 -1.371169485187182602e+01 -1.107073971445609573e+01 -1.539619642137451194e+01 -1.114431068255510127e+01 -1.414432457441613167e+01 -1.517766600809321176e+01 -1.009300721347749175e+01 -1.347522100755453778e+01 -2.500388748778793513e+01 -1.688583405629604783e+01 -9.736225591913935773e+00 -1.564703307837716295e+01 -1.015929799769889996e+01 -1.657225543845984816e+01 -1.656991951679515296e+01 -9.273012279137574865e+00 -1.257718172981061855e+01 -5.188731529835266088e+00 -1.031163649607260879e+01 -6.481776332543290664e+00 -1.230662534741962588e+01 -1.156157740771878650e+01 -2.696768732456077089e+01 -8.171725278881169174e+00 -7.542607424029085905e+00 -1.313556052442133648e+01 -9.633071192880450440e+00 -3.664182178404558954e+00 -2.201915603011428857e+01 -1.951733243590162203e+01 -1.001287375591388695e+01 -1.571370266606898269e+01 -8.319593912852141671e+00 -1.228527339825524223e+01 -8.279063791444386311e+00 -1.433711643184707896e+01 -2.287580944388649584e+01 -6.210894503129566147e+00 -8.178631139304656017e+00 -7.889992320609493959e+00 -1.817030267437660029e+01 -1.195707122308192538e+01 -8.566383293528403442e+00 -1.043165845945607373e+01 -3.380642808397492161e+01 -2.388055720635560419e+01 -7.918746870112784109e+00 -1.563294893990151024e+01 -2.242314175484787597e+01 -1.088691262227904133e+01 -1.497286688103014285e+01 -6.945460192125821663e+00 -8.710517382212344728e+00 -1.033919061232059278e+01 -1.196317496562549820e+01 -1.696668452417719664e+01 -1.462443581368313517e+01 -1.399490678646009201e+01 -3.662260075250792113e+00 -1.184232833728445655e+01 -1.711906072347271390e+01 -1.188033089171207735e+01 -9.737901815441091458e+00 -1.541076951551656293e+01 -1.510921652294068451e+01 -7.629572245265478614e+00 -1.301407718551588744e+01 -1.579258277038437086e+01 -1.063298696065150750e+01 -1.377746097912486789e+01 -9.744696080041777009e+00 -5.701864067379958101e+00 -5.457920161845521534e+00 -1.070003201744867738e+01 -7.089644984235647485e+00 -4.652238813550624741e+00 -5.250358981579168471e+00 -1.086293432328511699e+01 -1.381104478217474707e+01 -1.508330001110599028e+01 -1.630938600268034122e+01 -7.850310922729278218e+00 -2.459760818551056616e+01 -9.949565962867623625e+00 -9.728716424774546567e+00 -3.227252539954433530e+01 -2.007819510175443156e+01 -1.062751538023650255e+01 -1.423047160596711080e+01 -1.213906719299956194e+01 -1.593543329614399795e+01 -1.182748077769863926e+01 -1.629135039454777711e+01 -1.326501547728624075e+01 -2.375421728644809605e+01 -5.366212459821099401e+00 -1.121266450009552784e+01 -9.427212491703130581e+00 -6.404860989023589468e+00 -1.465982510992824928e+01 -1.050258523642320085e+01 -5.411542509654864830e+00 -9.671543202314751397e+00 -9.120726325487268582e+00 -5.572895741942787140e+00 -8.967662051296755976e+00 -1.096933822947408999e+01 -1.002178165781597841e+01 -1.853438044960493869e+01 -4.789673458572167419e+00 -1.105736832879894393e+01 -9.012050575670201624e+00 -1.195759038898412996e+01 -1.666400302871728911e+01 -1.170568129203333285e+01 -4.935525613074204898e+00 -1.076164310838004212e+01 -8.823326784059645433e+00 -1.047750605126488210e+01 -1.361181493965240463e+01 -1.194180168046455037e+01 -2.572518726783073362e+00 -2.659914433300475878e+01 -9.454494550248270457e+00 -1.066025468930921249e+01 -1.019836785987529026e+01 -1.956201523703036571e+01 -2.154616976691890784e+01 -9.379057756969928050e+00 -6.832733806465526527e+00 -1.131694810211301672e+01 -8.315685454960316747e+00 -5.597586593012650269e+00 -4.383340631496082551e+00 -2.199518555071992409e+01 -3.646482798206449161e+00 -1.688382920233991058e+01 -1.340724400003588812e+01 -2.429380309252813674e+01 -7.693502710107651410e+00 -8.852559416546270654e+00 -1.280120666952251440e+01 -1.113172777336252750e+01 -1.393941466574486299e+01 -8.137479746987011708e+00 -8.954611063041184593e+00 -1.842769483122145857e+01 -1.676029215773559145e+01 -5.617903029775348500e+00 -1.159794064988145124e+01 -2.618191293327593883e+01 -1.302802033778345958e+01 -7.887749623255757569e+00 -8.096948587110333051e+00 -1.912959887125686009e+01 -2.388055720635560419e+01 -1.301407718551588744e+01 -1.971478711033142872e+01 -5.990424610999696142e+00 -1.480910806236096278e+01 -4.432326271868163303e+00 -1.176308917127101950e+01 -1.548572296723668273e+01 -1.517420669605547801e+01 -1.717196762843343549e+01 -1.769621429431470006e+01 -1.900788984360703182e+01 -1.537029129612713518e+01 -2.143204630256434484e-02 -9.072436519413969336e+00 -1.504585330852653158e+01 -2.082686265594564645e+01 -1.635632288855268257e+01 -1.276538414901584417e+01 -1.827980400545897055e+01 -6.311636469213155465e+00 -1.743168984715714487e+01 -7.407126506837556690e+00 -9.632937642136639056e+00 -1.352178247635842467e+01 +5.660832332218888041e+00 +7.700188831533409939e+00 +7.843437849470745959e+00 +8.195979175163799368e+00 +1.270035655164079458e+01 +1.854766984267517671e+01 +6.986214162972146369e+00 +5.174053042255565060e+00 +7.362823057444472852e+00 +9.641618543096996063e+00 +1.002451396336995515e+01 +9.674049155615392692e+00 +2.079056958728887139e+01 +7.592428580420616413e+00 +1.007504521101772355e+01 +8.025407208179657914e+00 +6.949573216920697405e+00 +2.135938280667136269e+01 +8.311845629012196923e+00 +1.121161728970569982e+01 +1.121313458515784589e+01 +1.063592412907678408e+01 +1.480360819501738945e+01 +7.641793910635598763e+00 +1.706897604791207357e+01 +4.879769974281842337e+00 +1.121161728970569982e+01 +1.228830284561203712e+01 9.949565962867623625e+00 -1.450032311428989829e+01 -9.240862348799907977e+00 -1.414315218370984439e+01 -1.279072234800140961e+01 -9.179756373379632350e+00 -2.024857788990377117e+01 -9.853032086811694512e+00 -1.953991189852993671e+01 -1.473191606330135528e+01 -1.051987751440442764e+01 -1.092002195514542962e+01 -1.125400089251553482e+01 -1.057784355651142505e+01 -1.480368999346232783e+01 -1.143440256988694159e+01 -6.976920468430151345e+00 -9.844267613477271084e+00 -1.420715364052473717e+01 -6.985327526670189968e+00 -1.599406442343503443e+01 -8.071389692375021241e+00 -9.155201528228332108e+00 -2.531057070225386951e+00 -9.970470059644028993e+00 -7.863791985736213519e+00 -7.395357643550042326e+00 -1.092890978008159664e+01 -4.940336507815246136e+00 -1.352424869169546184e+01 -1.552252016094769260e+01 -1.068776751908070821e+01 -1.230159351118676625e+01 -1.152371295729238909e+01 -1.081711195733113584e+01 -1.074463580140974273e+01 -1.448921882172795961e+01 -1.900576943507691396e+01 -9.495625530430615413e+00 -4.057461854706531312e+00 -1.553142852216032566e+01 -4.637190550337265904e+00 -1.706604652214224416e+01 -1.200897458128170570e+01 -6.982448530439924639e+00 -1.447341388195361844e+01 -1.061857231897282361e+01 -2.580173946226653925e+01 -1.445904175456733753e+01 -1.257489567481661652e+01 -4.548736931002906658e+00 -9.127670188620456315e+00 -6.599067713262670054e+00 -1.147869346265279944e+01 -9.277075668548505405e+00 -1.653879854752986489e+01 -1.308196120537151330e+01 -1.097343862118206914e+01 -1.187295269314800805e+01 -9.073803349825993791e+00 -1.974928554199057373e+01 -1.433711643184707896e+01 -3.714578619876917287e+00 -1.266699901661127114e+00 -7.484827864288106980e+00 -8.232629504416721034e+00 -1.437782716013376216e+01 -1.207418666009112940e+01 -1.614283633918435612e+01 -1.013201866467416323e+01 +4.470206542070712885e+00 2.546670144834477867e+01 -1.631939197764070570e+01 -1.607515457283113847e+01 -6.890799151332899442e+00 -1.552162539781591022e+01 -1.422310330426745395e+01 -1.879603283914170220e+01 -4.709351126077109484e+00 -1.283053081359715009e+01 -1.404000521150369707e+01 -9.831670963323617229e+00 -9.860144174684990048e+00 -1.445903532915055223e+01 -1.332454695500022979e+01 -8.578301601739582338e+00 -8.406858347093944417e+00 -8.527104373513765267e+00 -1.174629656011204304e+01 -1.930006504020289526e+01 -1.153984698279192855e+01 -1.466343320233086445e+01 -1.148178148663591003e+01 +1.473057649421649273e+01 +1.182748077769863926e+01 +1.562318991368793775e+01 +6.827035753086320824e+00 +9.972202885856191301e+00 +9.760218532292768145e-01 +1.634638680762992635e+01 +2.420524673537549631e+01 +3.391263040393909023e+00 +7.892534929620467210e+00 +1.520020826943255088e+01 +2.901597956298530789e+00 +8.117440034485184697e+00 +8.976729615986371869e+00 +3.109614231060149336e+00 5.486073069836393756e+00 -1.256979522315921827e+01 -5.899013388140929237e+00 -7.229180026511855317e+00 -3.049887320084593512e+00 -1.433711643184707896e+01 -2.388348023194225789e+00 -2.142223634479738337e+01 -1.362361618527719997e+01 -8.019741546654614694e+00 -7.938099992932194482e+00 -1.468000432368251040e+01 -1.153635508823424516e+01 -6.943265642666546000e+00 -1.040987915023042376e+01 -1.352424869169546184e+01 -1.891434061879829187e+01 -8.869222396559138133e+00 -1.098039472166657049e+01 -1.031163649607260879e+01 -1.198179708992594783e+01 -7.853200637163908482e+00 -6.414234665034840077e+00 -1.010702057777760388e+01 -6.532839083546448933e+00 -2.190762713003790907e+01 -8.187953005422230035e+00 -9.791977101308447118e+00 -1.278924995182889290e+01 -1.261011421177751402e+01 -2.601107168960729155e+01 -1.154814114051485774e+01 -4.765967756644187148e+00 -1.458458932453895329e+01 -1.587598943512777794e+01 -1.288954723185842965e+01 -1.511941271076008775e+01 -1.084731559135988732e+01 -2.210323611202753114e+00 -1.242382518811390923e+01 -5.070686491565425058e+00 -3.708946469298567195e+00 -1.978283763570176745e+01 -1.790063675834107926e+01 -7.400988493859415485e+00 -1.847388982436476113e+01 -7.401865187771690557e+00 -6.509061582266582491e+00 -1.414297218300833947e+01 -1.619769824214949949e+01 -9.502008025228320776e+00 -2.219604955838316585e+01 -7.033824676061414038e+00 -2.126018553300549740e+01 -3.348562829755977077e+00 -1.241800056083809523e+01 -5.814354534366430016e+00 -1.497449930632464543e+01 -5.341376207284071143e+00 -1.780424875278684738e+01 -6.953725474774330451e+00 -1.178911431317018810e+01 -9.685839750691940253e-01 -1.799527578073730183e+01 -1.587598943512777794e+01 -4.741210467590533995e+00 -1.080719065987914007e+01 -6.804014745814583875e+00 -4.753834298833041316e+00 -9.091941765409799814e+00 -3.010136685545755597e+01 -8.251955161681436834e+00 -1.252169509532288316e+01 -2.350167043286664637e+01 -7.876344332045746910e+00 -1.356662085667394990e+01 -1.157407348863142715e+01 +2.825401326027858318e+00 +7.716504237849491687e+00 +2.599320324054923503e+01 +1.530941002096558634e+01 +5.794600807373640805e+00 +8.001531638586854456e+00 +8.886586785782981224e+00 +1.597452242859864668e+01 +8.786752051400767982e+00 +2.063319111095445635e+01 +1.168677765640556743e+01 +1.070003201744867738e+01 +2.982018781248123673e+01 +1.578136751684426997e+01 +5.738501412887359265e+00 +1.903988839994268290e+01 +6.393747069476958700e+00 +1.727961944980228282e+01 +1.637734602151296315e+01 +5.858422669801839788e+00 +1.011680271092406258e+01 +1.870297350781905266e+01 +9.195869701534050478e+00 +1.333866477793387162e+01 +2.051418675975332917e+01 +1.125455685007776196e+01 +1.907125336078520661e+01 +7.508469906009892725e+00 +1.134771583492984348e+01 +1.612653708955315324e+01 +1.854459537158597016e+01 +7.815345222916832313e+00 +5.288638663303871112e+00 +7.065565995232205410e+00 +1.095588062222857673e+01 +8.429529464617857570e+00 +5.864212643317273432e+00 3.387161874638887582e+01 -1.890032770204145152e+01 -1.457943619202735874e+01 -1.210238439452614045e+01 -9.059519695365224834e+00 -4.283755935392079550e+00 -4.972927682819488382e+00 -1.252737919025773294e+01 -1.414876426039610635e+01 -5.239965271028538041e+00 -1.414763187064927763e+01 -5.657734829096767726e+00 -1.198940298747386635e+01 -1.495432240718670869e+01 -1.391927953226038994e+01 -3.052204096738149985e+01 -1.243834613198917793e+01 -1.336332231233154744e+01 -1.472588792009018732e+01 -1.013922558341700153e+01 -1.171224785107376931e+01 -8.242591688167451025e+00 -8.647200459188397303e+00 -1.635353633937408802e+01 -1.931741271036995045e+01 -1.470833304609533343e+01 -1.283734697660833035e+01 -1.585150423578230061e+01 -1.667539470549991165e+01 -1.152059761538535554e+01 -8.887884639499887385e+00 -1.565963960992422699e+01 -2.994250441147164565e+01 -2.189054432540781647e+01 -1.475613761774671673e+01 -1.225553871890251401e+01 -9.760218532292768145e-01 -1.383142850993172601e+01 -1.493752202736055779e+01 -1.021675824644322006e+01 -9.096761000811454778e+00 -1.429722976577529892e+01 -9.322407205981150469e+00 -1.157407348863142715e+01 -1.024390969910088245e+01 -1.378998682138822574e+01 -1.920989387966805850e+00 -1.362414267217428687e+01 -2.467658882228323591e+01 -2.243678530963077833e+01 -1.467542844972923888e+01 -5.771507234102415396e+00 -1.035176268588196535e+01 -1.796377783297113240e+01 -9.311350608935811124e+00 -2.255803108957610448e+01 -3.629641312330430480e+01 -2.190438507652805811e+01 -2.051025224557774607e+01 -7.565905127406821862e+00 -1.028290356088653823e+01 -6.209166786206438360e+00 -1.541325420727709172e+01 -2.019838800593865358e+01 -1.496105931857017879e+01 -1.903891235672186610e+01 -1.814695909119987505e+01 -7.393144459031802285e+00 -7.860187125475391667e+00 -1.762280776070242894e+01 -1.063854515338636020e+01 -7.200017288819438477e+00 -1.423723502621837156e+01 -9.695119310271422819e+00 -6.081352634513194744e+00 -6.137426410546737543e+00 -9.757129883570968332e+00 -5.781830134374686736e+00 -1.541176630087882415e+01 -1.804156786911590871e+01 -1.153742939032494519e+01 -1.062302307323950856e+01 -5.541211682739714206e+00 -1.461818182900553609e+01 -1.462941346700516476e+01 -1.597259702603200537e+01 -7.812189081875558827e+00 -8.878371253111851047e+00 -1.213799994059793619e+01 -1.792060381680096270e+01 -9.722638346364121276e+00 -5.667729234548431805e+00 -1.352152712984464245e+01 -1.202318739008572379e+01 -1.793412233945119283e+01 -1.492832237067283074e+01 -1.619946056641806820e+01 -1.217461105682887990e+01 -3.148742368750434650e+01 -1.628367865322459807e+01 -7.555043707422640864e+00 -4.968546864841854926e+00 -1.221067745551385997e+01 -1.984897944314722906e+01 -1.596812392183566942e+01 -1.395539797180569508e+01 -1.416880661555963172e+01 +1.780771264256387099e+01 +8.496258242994443322e+00 +4.487470267268975022e+00 +1.045119871937980349e+01 +4.732355898220461654e+00 +1.780728774319950958e+01 +1.114002356675139538e+01 1.492832237067283074e+01 -2.346405685611998138e+00 -2.182110535725350076e+01 -1.884061065803348356e+01 -1.664960325078074277e+01 -1.226251282690559208e+01 -1.893814497764161331e+01 -6.008399467606722055e+00 -2.466765810267831682e+01 -2.141076947054301627e+01 -1.829794412594198150e+01 -1.036589180423466416e+01 --1.533439126847000011e+00 -1.382591390475654691e+01 -1.526096211303688222e+01 -1.333818394337654922e+01 -7.079013249830694576e+00 -8.683025410465447180e+00 -1.239750292848633251e+01 -2.210323611202753114e+00 -8.719179230407618775e+00 -1.985816161213836040e+01 -1.213165007744322565e+01 -9.292768531096527340e+00 -6.681368685315277389e+00 -1.007986778846505160e+01 -1.675310163942816644e+01 -1.453746110191163154e+01 -1.275227976764405469e+01 -7.765155060513819762e-01 -1.143268506447530797e+01 -3.696419704653337135e+00 -2.313002684283878807e+01 -1.142842554618380291e+01 -1.464954131978423391e+01 -2.605994834214996558e+01 -6.819478350327820237e+00 -1.894634896524253520e+01 -9.138445004622084866e+00 -1.208845713365883512e+01 -2.190438507652805811e+01 -8.516374928366673203e+00 -1.291747137146361979e+01 -2.587056868392437536e+00 +1.150298275710369467e+01 +2.015515779484904613e+01 +1.497380995260570558e+01 +2.317298941279861424e+01 +7.755931065953504344e+00 +1.462941346700516476e+01 +7.466724495176791265e+00 +1.154538501602512213e+01 +1.176792247302175554e+01 +5.486073069836393756e+00 +1.309722926326705306e+01 +6.733876413635556446e+00 +1.244103466769959709e+01 +1.288146539007769320e+01 +1.177346033418206162e+01 +1.025521218779907429e+01 +4.299226910559411863e+00 +9.706739565220075860e+00 +1.754875197902119055e+01 +1.325997271111589271e+01 +1.170160365560803939e+01 +1.063329256991070793e+01 +1.530123441152417740e+01 +6.251188261271309443e+00 +1.189395562397426431e+01 +8.354086295441632615e+00 +1.064202049193656308e+01 +6.562354990277640354e+00 +1.754689329191353409e+01 +6.977931333654325385e+00 +2.023238550562827243e+01 +5.570123405952557505e+00 +1.585411934561578562e+01 +9.877857324167422348e+00 +5.966305490055077598e+00 +9.466984872303044085e+00 +8.859170437045477797e+00 +1.619886733045161975e+01 +8.702597549363161988e+00 +1.616933339413446902e+01 +5.472486707701875730e+00 +1.252953148974042108e+01 +1.711906072347271390e+01 +1.248621586980620179e+01 +9.107388360108529923e+00 +1.314187775392869639e+01 +5.486073069836393756e+00 +1.456568873304286171e+01 +9.442831463176318607e+00 +6.060088086560085685e+00 +9.970140644770111749e+00 +1.651390963387643751e+01 +5.511997524073152022e+00 +1.586214724789651598e+01 +1.246318186002109485e+01 +1.380764831297454975e+01 +1.318918063990507505e+01 +1.392212118446747127e+01 +9.165045272665125253e+00 +1.315107921094504206e+01 +1.113831532691422410e+01 +1.354167941860340818e+01 +6.914115775005726050e+00 +1.802301677563899318e+01 +1.035603935382331997e+01 +4.095511668917481529e+00 +1.183571861297862426e+01 +7.686346745942827852e+00 +6.460349388140400606e+00 +8.782190062997457858e+00 +5.248595987223154680e+00 +8.777852960593634180e+00 +4.581640453190757967e+00 1.095588062222857673e+01 -5.347237808777748569e+00 -1.048763518297388941e+01 -1.281132147138410460e+01 -1.014617735526803699e+01 -1.300528754832862433e+01 -6.022232376046787294e+00 -9.326559965952540665e+00 -1.828968953256031682e+01 -2.056180316072943981e+01 -1.283388146562501220e+00 -1.107123157543441039e+01 -2.133592107773721125e+01 -7.580898635887493242e+00 -4.607337271282219149e+00 -3.993933588639379195e+00 -1.070003201744867738e+01 -1.323384793749914934e+01 -1.485506046583057582e+01 -1.196324290566569459e+01 -1.849452796255214082e+00 -1.261011421177751402e+01 -1.202757774669436230e+01 -1.705254961723852603e+01 -8.555239437295782068e+00 -8.541033033070576153e+00 --5.749396723911388563e-01 -8.873559152094088631e+00 -4.748423240140724033e+00 -1.444416900373654755e+01 -8.992189543957579190e+00 -1.336488058545430135e+01 -2.210120236344084788e+01 -5.147649973937120649e+00 -1.131160091826171765e+01 -9.160652178177613791e+00 -2.171641815310958634e+01 -4.753834298833041316e+00 -1.497770066252205368e+01 -1.068497516890013799e+01 -1.561155704874964556e+01 -1.098628751645253487e+01 -6.494187573793425372e+00 -2.706476038791724648e+01 -5.695371530799448578e+00 -5.222728402411632942e+00 -8.707138191363014812e+00 -1.118145255371960900e+01 -1.684166641990775304e+01 -3.189534825934178741e+01 -1.973916602066540804e+01 +1.023249468832692344e+01 +1.714624394059472934e+01 +1.219057657113269499e+01 +1.563294893990151024e+01 +8.224266483911733872e+00 +1.052456474846817969e+01 +9.965269203223968475e+00 +1.147081744859097796e+01 +1.640410678732898475e+01 +1.600927630681171365e+01 +1.854766984267517671e+01 +1.385283910547495623e+01 +1.210216517905622879e+01 +2.152055569020573955e+01 +3.857057541766153008e+00 +7.185863033548670842e+00 +1.101646965908325626e+01 1.522380068403451503e+01 -8.050008454849830741e+00 -1.266644517095663502e+01 -1.202286913912656985e+01 -6.456862069522955494e+00 -2.676110575192333840e+01 -2.590033429096716588e+01 -5.695691569771042850e+00 -1.397327084147299558e+01 -5.158504254009997680e+00 -9.861928880030887967e+00 -9.916003475079946838e+00 -1.277186775695369647e+01 -1.475218423120611533e+01 -7.873985925786769258e+00 -1.713159354119692068e+01 -1.182748077769863926e+01 -7.140883287122264278e+00 -4.348157380851318976e+00 -1.591868725618940061e+01 -1.932023948556260962e+01 -7.718872610514139865e+00 -1.619645104583980810e+01 -1.553019080009566721e+01 -1.822950223887710308e+01 -1.118211926774473852e+01 -1.073220027224256512e+01 -1.035635123371505983e+01 -1.687720140391074608e+01 -4.669424215984193438e+00 -6.932342671000867540e+00 -6.098727288593806861e+00 -6.962702807364436808e+00 -5.202587785306718615e+00 -1.349109203222218412e+01 -7.679801884393825162e+00 -2.377551855153666338e+01 -5.486073069836393756e+00 -1.139568077252155831e+01 -1.126576515251139199e+01 -1.677283237655564108e+01 -1.905770567254320724e+01 -1.577695830542454303e+01 -1.088235510431543673e+01 -1.268244433204728239e+01 -3.227526096996783167e+00 -5.694008542508910864e+00 -9.685839750691940253e-01 -1.291196359313097730e+01 -8.673850810302354830e+00 -4.118326485364704581e+00 +4.576345495205288216e+00 +1.154405725011085337e+01 +7.687615967749124479e+00 +9.677991706175120612e+00 +2.548905499635205274e+01 +1.081285175175545987e+01 +1.274474117673051410e+01 +7.567169576422060118e+00 +7.408107749422740085e+00 +2.073565082539917626e+01 +1.947849737578803797e+01 +9.214399476516064169e+00 +1.462941346700516476e+01 +1.076495515643834722e+01 +1.164159760176943337e+00 +1.141997801097357979e+01 +4.258718342853129002e+00 +1.080475414714729254e+01 +7.739798911721877062e+00 +1.270829314705953550e+01 +1.275337898763841338e+01 +1.208399572228954355e+01 +3.387161874638887582e+01 +1.237259054711465467e+01 +8.038623607190459097e+00 +9.918417582064449789e+00 3.104644279516942618e+01 -5.630397779634236599e+00 -9.380763170437177223e+00 -1.963634541155764168e+01 -1.934004501460724157e+01 -2.469252831886953459e+01 -2.439703119334103576e+01 -3.387161874638887582e+01 -1.969526662616669910e+01 -1.246600447383549692e+01 -2.564711729469408397e+00 -1.462294014159449773e+01 -1.469769842813862226e+01 -5.785411697769731632e+00 -1.404396353888422766e+01 -2.067001297238526547e+01 -1.919760386279855879e+01 -4.331798969115027376e+00 -1.330731066849078559e+01 -8.428490685818630368e+00 -2.072387801642622662e+01 -9.327235415761720105e+00 -1.079850182755023980e+00 -6.526651999695019413e+00 -1.020596743232643178e+01 -8.503651169036231749e+00 -9.528553319396635857e+00 -1.497770066252205368e+01 -6.692779247011088728e+00 -1.360127238051182985e+01 -1.395963834581606022e+01 -1.468000432368251040e+01 -1.262426865436869150e+01 -8.093662390052799083e+00 -1.079279113418435543e+01 -6.260617617448986039e+00 -1.545206578243490014e+01 -9.227867246427109649e+00 -7.520817047522896814e+00 -4.955819459721595877e+00 -1.331659178491251794e+01 +8.473858610402160707e+00 +6.703763824109302050e+00 +1.327476926981942995e+01 +1.046562431471541288e+01 +2.023139246139835734e+01 +1.697061730389967238e+01 +5.224295719397758830e+00 +1.310156033516807383e+01 +1.200423797957206773e+01 +1.299894351102639689e+01 +1.648206183187431861e+01 +9.606605394916755358e+00 +1.895129443254494106e+01 1.652578758960768823e+01 -5.701864067379958101e+00 -1.969553922219368758e+01 -9.060476846201098056e+00 -1.795998522585287560e+01 -3.654407304660992395e+00 -5.783569807276975894e+00 -7.517695752161870359e+00 -1.002451396336995515e+01 -1.039411972190157485e+01 -7.769167209347429548e+00 -6.672709648192423515e+00 -3.663284686611291363e+00 -1.048444437117773020e+01 -5.701864067379958101e+00 -1.464073917723787588e+01 -9.243941582685010872e+00 -1.714895777475766181e+01 -2.642479212204830219e+01 -1.396598937425264353e+01 -1.190331861274233916e+01 -9.181090734831272471e+00 -1.350943340856136388e+01 -1.330942767486004641e+01 -1.616338856917100486e+01 -1.850098342713845057e+01 -1.104071636359060449e+01 -5.566308758356868225e+00 -7.098618891871495862e+00 -1.506824774799757449e+01 -1.713907378479598265e+01 -1.356168551544730860e+01 -6.143621126915761010e+00 -1.304609143118072723e+01 -9.824149936113926174e+00 -1.145814668469222397e+01 -2.049950669219417421e+01 -7.294708373575204519e+00 -7.397328138125132568e+00 -1.156911161617445316e+01 -1.196122581070397928e+01 -1.522380068403451503e+01 -9.346251249419353258e+00 -1.346375458062163943e+01 -8.459584462347692124e+00 -3.289547965890164960e-01 -1.820378092369126932e+01 -1.513987271646577426e+01 -1.031163649607260879e+01 -6.225192636335464158e+00 -1.456616695294961517e+01 -6.040803821472209734e+00 -1.352431613021418855e+01 -1.620577473114590816e+01 -1.238365987925767797e+01 -1.142879358114798549e+01 -1.142657441917081940e+01 -1.262670779017837219e+01 -1.459045585330558481e+01 -1.329518105511483839e+01 -1.515719381234573859e+01 -1.867855186563643599e+01 -1.016767590845276459e+01 -1.617344670862225087e+01 -1.493116725083679341e+01 -1.925088902212718267e+01 -1.051607425695334541e+01 -1.066578978259116184e+01 -5.270341887465193054e+00 -4.961110565858476207e+00 -5.309406696225565270e+00 -2.126276231383708648e+01 -1.280596557586957829e+01 -8.332966629388423030e+00 -1.343801966583596652e+01 -1.143501186015195970e+01 -1.082636559048145841e+01 -4.867103003022165808e+00 -1.589511391659223705e+01 -9.240542075095433461e+00 -1.230673740580297704e+01 -1.558244402255809291e+01 -1.706897604791207357e+01 -1.024752370966599813e+01 -4.879438065618515452e+00 -6.340055841424103278e+00 -1.190063006538201762e+01 -1.295275527449039998e+01 -2.890005247825669699e+01 -6.030216009472169958e+00 -1.007910361518568720e+01 +1.210318558512892650e+01 +1.340940369818272870e+01 +2.040553121586843588e+01 +2.116817999531909322e+01 +1.209948391159512937e+01 +1.330941503718270269e+01 +9.360294224489464909e+00 +1.345220300401943803e+01 +1.254143650785093200e+01 +1.490362734770290842e+01 +8.817555537040846048e+00 +1.196499685209073505e+01 +8.032760008868805812e+00 +1.085551854650982762e+01 +1.570891590614989752e+01 +8.855016238630511793e+00 +1.708435253558990041e+01 6.251188261271309443e+00 -1.666400302871728911e+01 -6.098727288593806861e+00 -1.043190973575835301e+01 -1.239120641288174340e+01 -7.067915803440172340e+00 -5.467236559399012208e+00 -1.185816098727249823e+01 -9.851207193247532246e+00 -5.459475076104340019e+00 -1.519621265485685058e+01 -8.987992314382339032e+00 -1.580000158432770263e+01 -1.377634349982643869e+01 -1.102287099376745516e+01 -1.216395724309110449e+01 -5.703514407371798711e+00 -8.476506410993508212e+00 -1.237000486344008721e+01 -1.629684855069481841e+01 -1.186028294966006058e+01 -9.423312007686917013e+00 -1.060831658990790061e+01 -2.029822033808257231e+01 -2.355026473498968187e+01 -8.954414003666656185e+00 -1.287971612132193400e+01 -1.466445759758484257e+01 -2.367793824387709378e+01 -5.249428832771712905e+00 -6.770677870308503543e+00 -1.240607588660466831e+01 -2.152055569020573955e+01 -1.026258428428933200e+01 -1.272746664605868716e+01 -3.387161874638887582e+01 -1.248367084843553698e+01 -8.564532294663138146e+00 -1.836651857693240686e+01 -1.071049454604045081e+01 -1.527927806197045868e+01 -1.323301612188460297e+01 -1.004234697869547688e+01 -1.470064602486533545e+01 -1.220579183805598689e+01 -1.608983750783322364e+01 -1.063357043881237018e+01 -1.535810924151401480e+01 -8.985942521065453548e+00 -8.019524540783237399e+00 -1.208277634879121365e+01 -1.049137258071209544e+01 -1.001451875365394528e+01 -1.276109173784384154e+01 -1.613496127148303572e+01 -9.391452697142796069e+00 -4.247127053175603351e+00 -6.459266671628455470e+00 -9.523190544717891726e+00 -4.725203473493962747e+00 -6.394772796156416916e+00 -1.060437011506498095e+01 -1.025998803149637695e+01 -1.024716009639482195e+01 -1.101646965908325626e+01 -7.442397993494338948e+00 -1.187087338740428777e+01 -7.718872610514139865e+00 -8.274593085701937412e+00 -5.215452920375199142e+00 -2.176841812382306784e+01 -1.070651847005747470e+01 -7.244961064130293948e+00 -1.191085088761356303e+01 -8.791135957509695231e+00 -5.705847367494953915e+00 -1.512666101073453717e+01 -1.468866376412493935e+01 -1.939265538989928928e+01 -1.884902569041238962e+01 -8.531892250235301844e+00 -1.008066667702310326e+01 -1.007805617127270637e+01 -8.716835374652973201e+00 -1.813848618488880504e+01 -8.869222396559138133e+00 -2.615633325039411261e+00 -2.933588190177887611e+01 -1.759067973596846457e+01 -1.495488444620501411e+01 -1.218038533734545581e+01 -9.740048453990894473e+00 -1.121111194209272810e+01 -1.064224902852672017e+01 -9.111501395897533939e+00 --2.201865332413191823e+00 -6.773514618800177800e+00 -1.134101909555491261e+01 -1.463657135352727323e+01 -7.920050523291934041e+00 -6.435076150503263648e+00 -1.476528514450463092e+01 -1.265227245266859768e+01 -3.637422144904448373e+00 -6.701607775718287030e+00 -6.309575441617852221e+00 -1.081877791971531622e+01 -2.189216268649478536e+01 -9.915546720670946002e+00 -1.031163649607260879e+01 -8.362287647942082458e+00 -9.521460156389395024e+00 -9.160333673618012540e+00 -8.424275953183880006e+00 -4.114120120137130243e+00 -7.276486292921461541e+00 -1.926911954325639442e+01 -1.995183659597462622e+01 -1.118488354770943261e+01 -1.248166270803091038e+01 -6.870771210842789856e+00 -1.304609143118072723e+01 -2.799220363525741107e+01 -1.781160387728863270e+01 -1.640851532987051087e+01 -1.263932422990909288e+01 -1.355607402907882886e+01 +8.559118560221222083e+00 +1.529635190970410008e+01 +8.506091657972348230e+00 +7.147184762903037836e+00 +1.603836186481146342e+01 +1.467157895545420843e+01 +2.779436507065820194e+01 3.387161874638887582e+01 -3.729641740328816013e+00 -1.223339313163741338e+01 -7.960103626539705601e+00 -9.257822709293620278e+00 -1.142879358114798549e+01 -1.634658336117416866e+01 -1.045797314154455648e+01 -1.252891743318414797e+01 -1.031101957932095559e+01 -2.009523458059467771e+01 -1.316243799741926068e+01 -1.347103664469393891e+01 -9.107546109286985825e+00 +8.970608167604751770e+00 +2.373989656103144341e+01 +2.140524048517841038e+01 +1.570874765391477013e+01 +5.796024571861636332e+00 +1.632433331332326532e+01 +6.655091749251681676e+00 +2.011253422840761118e+01 +1.267178621294443985e+01 +1.138297513171526987e+01 +1.094174814230994741e+01 +8.993182583359285331e+00 +3.723750535479553037e+00 +7.524513490079513645e+00 +6.091010525661630481e+00 2.190438507652805811e+01 -1.893814497764161331e+01 -1.058064837685593318e+01 -1.081337638501966580e+01 -1.324598509074895958e+01 -1.322996653200195283e+01 -7.401639414877223544e+00 -1.286441230618594034e+01 -8.956266002702264473e+00 -1.545000128910919557e+01 -7.557765773931336639e+00 -2.229033217470018258e+00 -1.388120430564005403e+01 -1.370415941503979695e+01 -1.003277605684320406e+01 -7.579571297741310332e+00 -6.433082511716420981e+00 -1.498348893600359588e+01 -7.628741513624731851e+00 -1.453697204329064618e+01 -6.801472939852530430e+00 -7.796028457770830755e+00 -4.554316632147717314e+00 -9.706739565220075860e+00 -1.419218335318566915e+01 -3.387161874638887582e+01 -1.208345015490105823e+01 -1.497770066252205368e+01 -9.565697272715908639e+00 -1.719400349199351297e+01 -1.742311758066529137e+01 -1.487354548504869456e+01 -4.816098989310589218e+00 -6.150388370534614069e+00 -1.187651740864484395e+01 -1.058795832887516042e+01 -1.523670958611364767e+01 -1.433711643184707896e+01 -6.985464420882692593e+00 -1.296988857693213504e+01 -1.170590255351238795e+01 -1.651753185264627177e+01 -1.471428400635053890e+01 -1.495432240718670869e+01 -1.053659395160094903e+01 -7.377622310539464934e+00 -1.539865059207208731e+01 -3.346458197279090996e+01 -1.351425053307779933e+01 -9.956938660967821875e+00 -1.029475146896395188e+01 -1.336809833580879570e+01 -1.147233883935356857e+01 -9.572309461287630938e+00 -1.187284866193014921e+01 -1.850560931204591952e+01 -2.967308783448977749e+01 -3.129953929759162179e+01 -2.458848983823129686e+01 -8.213001974517609938e+00 -1.940568658157314985e+01 -1.097951367744251172e+01 -1.531182778051214655e+01 -1.331121976563326825e+01 -1.002580293612687967e+01 -1.073301933428902544e+01 -1.020618420897061185e+01 -1.530933755987459222e+01 -1.251920207571016874e+01 -2.145715450569699101e+01 -3.096780499854389745e+00 -1.419439502254320473e+01 -1.111135753377965329e+01 -1.113378012062693756e+01 -1.152976869561230444e+01 +1.329448189479401776e+01 5.223596646640388030e+00 -1.173693390767688527e+01 -1.036262752911113694e+01 -1.009141228617153274e+01 -1.142879358114798549e+01 -1.045888335769289768e+01 -1.162931445983602430e+01 -7.189084457117189686e+00 -1.862350909138748989e+01 -2.338438534444850347e+01 -1.115247105921017123e+01 -6.546600168853984769e+00 -6.270995180138385194e+00 -1.040410405432373864e+01 -1.706897604791207357e+01 -2.107509990962384450e+01 -9.873736749415471081e+00 -3.058582611347020475e+00 -1.170793566996620427e+01 -5.862308939601078350e+00 -1.106895771779444715e+01 -3.998817969111584603e+00 -4.418776620101908748e+00 -9.380763170437177223e+00 --7.139481674174561476e-01 -1.177545068706919551e+01 -1.545206578243490014e+01 -9.146191764204374408e+00 -3.387161874638887582e+01 -1.849472205324617846e+01 -1.420715364052473717e+01 -1.358257889981425137e+01 -1.353709869339026284e+01 -2.388055720635560419e+01 -8.158686406565806237e+00 -1.073477354638337999e+01 -9.350555356227843617e+00 -1.161971018796495514e+01 -3.512655801988003645e+00 -8.737779191553130431e+00 -7.361904367446726383e+00 -4.377014055117371072e+00 -5.483973385838240233e+00 -1.311078534421831421e+01 -1.612304609908053976e+01 -1.458794492720652158e+01 -1.665018483860023935e+01 -1.453399934395272908e+01 -5.982422365826892019e+00 -1.926911954325639442e+01 -1.086241592934659650e+01 -1.073928640389851807e+01 -1.566484517495857176e+01 -2.388055720635560419e+01 -8.405781103304292401e+00 -9.098924333388680452e+00 -1.333818962150277798e+01 -8.849650030823667635e+00 -1.254143650785093200e+01 -1.199883802498322893e+01 -1.237567665031866682e+01 -8.377896171803811853e+00 -2.149322897798144538e+01 -1.501312419178773894e+01 -1.306628524783198486e+01 -1.291747137146361979e+01 -2.783945449415513451e+01 -9.219802031328782732e+00 -1.309069696458314525e+01 -1.314354753558650657e+01 -6.004934124258689110e+00 -2.222621079810974720e+01 -1.199929379449396549e+01 -8.329730672628926413e+00 -1.237604884908536462e+01 -4.710795821234270875e+00 -8.109957544223931336e+00 -7.800450709066836907e+00 -3.437447183456121991e+00 -1.026773372737825696e+01 -1.362076010094331480e+01 -1.215155942337808881e+01 -1.287829127813708396e+01 -9.439845749032429012e+00 -2.397142355243674672e+01 -1.051719178348309924e+01 -1.334337065066210926e+01 -8.528096552341182246e+00 -2.743855196611727365e+01 -7.987089347739413370e+00 -2.001789451247479690e+01 -1.744223929266152595e+01 -9.387765698858387964e+00 -1.453697204329064618e+01 -1.443985735411250459e+01 -7.775082457245957812e+00 -6.484565087208437717e+00 -9.249817732619604271e+00 -1.287514296315211482e+01 -1.475218423120611533e+01 -1.849589044942392491e+01 -1.085861723049539762e+01 -5.538129223995923667e+00 -1.048356766408464580e+01 -6.335927603411832365e+00 -1.646052186065072931e+01 +7.806007438871205295e+00 +7.470850110906980035e+00 +1.120672004927473608e+01 +8.712875757933815635e+00 +1.302024938503635099e+01 +1.598789732736985059e+01 +6.551373856840612575e+00 +4.557144179157873509e+00 +1.884317606417326374e+01 +1.644183478276002575e+01 +1.417275981674531238e+01 +1.186944377735868272e+01 +9.019949616160843675e+00 +3.798987517557819160e+00 +2.921663482949365687e+01 +1.065953496821889246e+01 +3.079199698229061255e+00 +1.812802200814503806e+01 +6.217463480035675616e+00 +2.933588190177887611e+01 +1.158279370640499906e+01 +1.358771224888906204e+01 +4.611934375132662467e+00 +1.669511908346771634e+01 +1.001866163771522622e+01 +1.642570284346111009e+01 +1.019836785987529026e+01 +6.020694229196607239e+00 +4.940342501456910895e+00 +8.360092698586910842e+00 +1.496889380602169695e+01 +1.217530938850890720e+01 +1.685494693591058990e+01 +2.192589510479803039e+01 +1.707205592976718833e+01 +6.709678768111487557e+00 9.760218532292768145e-01 -9.737829824248734667e+00 -1.108305405231716634e+01 -1.052920306440181264e+01 -1.069029423782947674e+01 -6.305188744541638357e+00 -1.450132463377039471e+01 +1.307610054048730319e+01 +1.152036656514123081e+01 +2.528825679416372907e+01 +8.788036892924822041e+00 +9.292768531096527340e+00 1.002451396336995515e+01 -1.023436150350896412e+01 -1.313067859443606267e+01 -6.579077246370715670e+00 -1.304609143118072723e+01 -3.982124001271728275e+00 -1.518132202899123229e+01 -5.464720038422427706e+00 -1.759817948451102154e+01 -1.113845866530931517e+01 -2.764003229756666258e+01 -1.366353113956554921e+01 -1.252517147459528246e+01 -5.861474129424038892e+00 -2.540301107208875919e+00 -8.639490611401726028e+00 -2.484350042617816712e+01 -1.029442426868408234e+01 -9.471532644477250074e+00 -1.063775415837129401e+01 -9.407520937884527257e+00 -1.284532747181654599e+01 -1.251616503393798041e+01 -1.589977274623782932e+01 -4.009564490522066649e+00 -1.602489541100173653e+01 -1.394920279138112562e+01 -8.798396926868804258e+00 -1.992868754229463946e+01 -8.188062176894248978e+00 -4.433260179276402368e+00 -9.603128191119751023e+00 -7.280245745926706036e+00 -2.108357260346444662e+00 -2.190438507652805811e+01 -9.414329742597658424e+00 -9.980365126619346938e+00 -2.123864722857314291e+01 -1.220282269829016286e+01 -1.134580379491623603e+01 -1.488499782357656898e+01 -1.193261195074553882e+01 -4.492981945897923879e+00 -1.048604848032667292e+01 -1.220729560515235335e+01 -1.295922806127296667e+01 -2.186855319691979105e+01 -6.432403651629215346e+00 -2.357264970195201670e+01 -8.948696537314233979e+00 -9.544806428207280646e+00 -2.012012607698139277e+01 -1.482826653200788769e+01 -8.526735619272869826e+00 -2.270234269108418346e+01 -1.492832237067283074e+01 -1.341319977805446229e+01 -5.800850823757031094e+00 -2.187431386091702734e+01 -1.008762578811834487e+01 -5.232978804133026074e+00 -1.940014123089869713e+01 -8.406957408416047883e+00 -9.583969762466878706e+00 -2.111112382998851444e+01 -1.345966866596629075e+01 -1.023851258957141397e+01 -5.740309608391129359e+00 -1.117212558350594520e+01 -6.862535590409734709e+00 -2.111517160532410742e+01 -1.363532209390702121e+01 -1.189439874264336083e+01 -4.045466867751244422e+00 -6.775382525445394322e+00 -1.167888220850541359e+01 -1.462471620891335533e+01 +1.008683087579044013e+01 +9.633117323276209731e+00 +7.427428345334334381e+00 +1.433711643184707896e+01 6.472000202319264872e+00 -1.450316072603506257e+01 -9.143512186340629455e+00 -8.951379176901099299e+00 -1.549080987633804796e+01 -1.062382166515254767e+01 -1.142879358114798549e+01 -6.843629472574420447e+00 -7.354329184918071860e+00 -8.136922920284334282e+00 -1.804454682291874690e+01 -1.465648421426487857e+01 -1.181881915621228529e+01 -5.223596646640388030e+00 -1.003690431083330736e+01 -8.663304569735004179e+00 -1.369888552108889712e+01 -5.419769256777016153e+00 -1.755718108213042683e+01 -1.323384793749914934e+01 -1.760227956289115525e+01 -1.340834905523955456e+01 -1.723796525072312136e+01 -4.545098078349255388e+00 -8.704451321931259145e+00 -1.681833346207963586e+01 -9.231607148811107777e+00 -1.375637109324966900e+01 -7.400226709944490722e-02 -9.124396560624987274e+00 -1.007241455261782903e+01 -8.731421531691751170e+00 -9.747561068905312709e+00 -1.392657271769593308e+01 -6.905037153297499231e+00 -1.113788991085681346e+01 -1.563294893990151024e+01 -6.277317498276090646e+00 -1.742285763817923794e+01 -2.110737740426259279e+01 -1.654410820046437891e+01 -8.380164395385250486e+00 -9.434249601396487606e+00 -2.338438534444850347e+01 -1.324620877215609482e+01 -5.666839075509855661e+00 -5.903149234106308541e+00 -1.659199142810054184e+01 -6.669634519613055090e+00 -8.150931808937286860e+00 -1.100841398887197897e+01 -2.318046606135895615e+01 -1.341760821705143769e+01 -2.851333073468836687e+00 -9.183014925622984492e+00 -9.918991218825112810e+00 -1.093416321325736362e+01 -1.626234895270935965e+01 -6.154908494818656095e+00 -1.062904230359703206e+01 -8.847422541424151632e+00 -1.402255826068001454e+01 -1.261991533092628970e+01 -2.351344678714626468e+01 -4.726759664125509630e+00 -9.221430454848885461e+00 -2.525956780678123437e+01 -1.031163649607260879e+01 -1.081722526494641556e+01 -5.756993076322999059e+00 -1.106869114832306877e+01 -2.005496771717082538e+01 -9.389700856728012468e+00 -7.469438114222199943e+00 -2.395601916766078432e+01 -1.544580032533519898e+01 -1.441328044239892847e+01 -1.025112559923546485e+01 -3.730649227924828892e+00 -3.455273044589475262e+00 -1.655808358286530790e+01 -7.536073904762304210e+00 -1.166607529335544768e+01 -3.518890994106939729e+00 -1.659435005241617489e+01 -1.149461400815637546e+01 -6.008535240188308535e+00 -1.858734962536385638e+01 -9.796869749050685527e+00 -1.642016754993083794e+01 -6.261119529560687624e+00 -1.004872778467181149e+01 -1.109329060002606582e+01 -1.536556229952570618e+01 -1.222812007008117519e+01 -1.933871440888333382e+01 -1.105793099161606108e+01 -9.417899579341053595e+00 -1.354965995904461806e+01 -1.214305686556605224e+01 +9.380763170437177223e+00 +1.054337659372001212e+01 +3.690219871722149492e+00 +1.599588056782961587e+01 +2.161896033643014903e+01 +7.363434182685125506e+00 +1.019898684857078308e+01 +3.387161874638887582e+01 +5.534187542169973995e+00 +1.265374585139304031e+01 +4.052250197262253550e+00 +2.261499751250141799e+01 +1.604104731324876809e+01 +1.444651631584990525e+01 +1.200122303311093219e+01 +9.037582649003084612e+00 +1.245550511548105987e+01 +1.668656970765371739e+01 +6.848636877392891620e+00 +8.441381377436414368e+00 +7.799598406811256268e+00 +2.080943890825892595e+01 +3.580503559334616170e+00 +1.987923823164226178e+01 +1.432812523416598083e+01 +1.494066351892256250e+01 +1.522380068403451503e+01 +1.686107986721845009e+01 +1.369598909957750266e+01 +1.738024162004364825e+00 +2.013323728185190475e+01 +3.767533047224247866e+00 6.218810025424772903e+00 -2.047904032120570150e+01 -8.418951936311117379e+00 -1.001287375591388695e+01 -6.465489641155244271e+00 -1.218693624289825550e+01 -1.250833722535608672e+01 -1.073518551880226823e+01 -8.673783075909241802e+00 -1.180941325760358040e+01 -7.512667414692046464e+00 -1.270302768777884239e+01 -1.240956193489986958e+01 -7.607344025619781291e+00 -1.007805617127270637e+01 -9.838745520963939839e+00 +8.582271120186746316e+00 +1.314523653597979092e+01 +1.006377625648609353e+01 +1.178395072961767198e+01 +1.422328611431667866e+01 +4.547743678462978778e+00 +2.582869563271370339e+01 +1.184103624389680931e+01 +1.729567362471057379e+01 +1.348483625372111305e+01 +3.723750535479553037e+00 +3.075783189644522508e+01 +1.681452048363328799e+01 +1.157981026191576746e+01 +1.529570804785048210e+01 +1.432592495229836516e+01 +1.201334397265497955e+01 +8.226344559827907688e+00 +1.448033858830848430e+01 +1.933140734735295041e+01 +1.730877896374167335e+01 +1.219992703745981544e+01 +-3.719204903070860269e+00 +1.009014760222956397e+01 +1.279802949351575592e+01 +1.863500551489318013e+01 +1.729567362471057379e+01 +7.997588346606150367e+00 +9.452547057357179483e+00 +9.875527599995365335e+00 +7.068259630567055751e+00 +1.245719039210932522e+01 +1.459569698645566405e+01 +1.650663009256579983e+01 +6.628551101795551403e+00 +1.179415449580146458e+01 +8.910139964030221904e+00 +1.314462327965240007e+01 +9.357825579329301036e+00 +1.016564497476477413e+01 +1.377026130914246949e+01 +1.221007168697630618e+01 +2.276633942273633693e+01 +1.125729474328694835e+01 +1.719450248861514297e+01 +3.052204096738149985e+01 +8.635466941848704892e+00 +2.415137740108495734e+01 +1.361397986176064023e+01 +1.456648694045071579e+01 +8.379164487354515245e+00 +7.771244788468351317e+00 1.040493080446650254e+01 -2.177102882203816137e+01 -9.457896583097522125e+00 -9.843979238100018847e+00 -2.146759526904929771e+01 -2.796784872815895540e+01 -1.396948217527638292e+01 -8.136623154384722056e+00 -6.368434064019908192e+00 -1.054821721020769587e+01 -8.420792170274523869e+00 -1.706016478330926134e+01 -1.958030978430201685e+00 -1.837219064400983370e+01 -5.126638401874529904e+00 -6.301657994128404994e+00 -2.261499751250141799e+01 -1.344461176312725570e+01 -2.460293426143499573e+01 -9.061871442798917542e+00 -1.010669100308109591e+01 -8.514561462847950679e+00 -9.620813834460733460e+00 -1.080636110846555198e+01 -1.157407348863142715e+01 -1.032502126619728244e+01 -1.114447136334726451e+01 -1.410523924362431103e+01 -1.163084617511810848e+01 -1.409072992416321313e+01 -4.476958814054029290e+00 -7.281147917707315287e+00 -2.749881628060019523e+01 -2.339676295128455763e+00 -1.814503383194890773e+01 -1.133449537773546467e+01 -1.346050277477912971e+01 -7.828758659677134801e+00 -1.515488131809090078e+01 -1.662392599521875525e+01 -9.738433392950256007e+00 -1.018604376893618735e+01 -3.687482100357300396e+00 -2.094999583809075716e+01 -1.569445090589573510e+01 -1.232094012096958124e+01 -1.261011421177751402e+01 -1.085809277539699735e+01 -1.079986741143800089e+01 -7.542607424029085905e+00 -7.148030220106363686e+00 -1.683242418520109140e+01 -5.248595987223154680e+00 +6.446908763844334089e+00 +1.849508959870661329e+01 +3.387161874638887582e+01 +1.109669203033043061e+01 +1.152190629869407701e+01 +1.006802476781624023e+01 +2.172186085212020146e+01 +1.530941002096558634e+01 +1.419475181583121071e+01 +1.324919173490691549e+01 5.701864067379958101e+00 -5.182850754651056491e+00 -1.184877175562643004e+01 -1.327631796232135741e+01 -2.478906593187335261e+01 -1.404350232006528643e+01 -1.250840757601004327e+01 -3.346458197279090996e+01 -9.817750876127760762e+00 -1.185781294680828069e+01 -5.366212459821099401e+00 -1.383362264247247708e+01 -1.046983022816917241e+01 -9.106214281024222146e+00 -7.596129134335171784e+00 -5.207867576027823020e+00 -1.220470364005502972e+01 -9.668612762189283671e+00 -1.541449524969938523e+01 -2.605588822166586738e+01 -1.170020330908324979e+01 -1.156736111624833541e+01 -1.823066957488376261e+01 -9.035639086979116996e+00 -5.835458646621162870e+00 -9.052871474495134407e+00 -1.473113105923638955e+01 -1.347599586825691631e+01 -1.271510016208942773e+01 -6.537162268667614740e+00 -1.877764171380145797e+01 -9.469218522713276798e+00 -1.702856877777908551e+01 -6.815048274214483115e+00 -1.234753559893081842e+01 -8.128877353035690589e+00 -8.045315210294731401e+00 -6.624768132564412326e+00 -2.373989656103144341e+01 -7.506390245884020374e+00 -1.062102535807095194e+01 -2.151565590725040522e+01 -3.654407304660992395e+00 -1.527573488322811102e+01 -9.479259606917025849e+00 -9.640368377791773469e+00 -1.650054001801552772e+01 -8.365326918375899368e+00 -5.331029147234332299e+00 -5.657734829096767726e+00 -1.456568873304286171e+01 -5.196225767888108749e+00 -2.182405576032699912e+01 -6.128634209292926016e+00 -1.078434274019038241e+01 -1.533168980123161873e+01 -7.768212302330823604e+00 -6.304011733380278315e+00 -2.141026988047939028e+01 -1.507087744267765572e+01 -1.184196525704011549e+01 -1.383326826624255546e+01 -1.275748941961907690e+00 -1.620960711345711047e+01 -7.777963647536779490e+00 -1.070003201744867738e+01 -8.171725278881169174e+00 -2.983762542808143792e+00 -1.002451396336995515e+01 -1.157407348863142715e+01 -6.739753402743360766e+00 -1.454547836910323610e+01 -8.253629880553816633e+00 -3.648801423543460487e+00 -1.279925805239138015e+01 -7.647166958512556789e+00 -2.550690420776764711e+01 -1.447464713731648089e+01 -8.962438907181493164e+00 -1.730008673031341004e+01 -8.606677414659785086e+00 -6.668860924090992626e+00 -8.982805244236487852e+00 -9.189490310483265034e+00 -1.486082255710560673e+01 -9.818580237724987114e+00 -1.425086475543625397e+01 -8.917187212128254714e+00 -2.767204368765106892e+00 -1.793651363185699665e+01 -5.447727711358567149e+00 -1.256439865772159692e+01 -1.230593420122505677e+01 -1.336119672792204938e+01 -8.697380530792543141e+00 -2.025081993681030212e+01 -9.825114753414112556e+00 -4.373840430477173413e+00 -9.215672353806354522e+00 -7.747961626778064215e+00 -1.088746154623444795e+01 -4.359420121304836471e+00 -1.875633616165768558e+01 -1.161415180540643632e+01 -1.619253520019587711e+01 -5.760944592797059727e+00 -5.557023977797797443e+00 -5.527190658289214298e+00 -1.129230546575237781e+01 -1.463526877864362064e+01 -8.558037555701318411e+00 -4.611934375132662467e+00 -8.260330356100766380e+00 -5.532423418272983895e+00 -1.817483504227952551e+01 -6.534518086329313746e+00 -5.470853124855054261e+00 -1.131013023314484656e+01 -1.001292608120158434e+01 -8.873513229743920760e+00 +5.192329432812329060e+00 +1.104914815136493189e+01 +1.399738853584715059e+01 +3.406746474481647624e+01 +1.182748077769863926e+01 +1.873186960190766115e+01 +1.330731066849078559e+01 +8.016706291065773371e+00 +9.115281645536455812e+00 +6.616815904209488508e+00 +1.200733060668048324e+01 +1.619580272017550726e+01 +1.991854392194831291e+01 +1.455272860336899043e+01 +9.540125219549082658e+00 +9.257233213474279410e+00 +1.004002940350461870e+01 +1.208886762309201401e+01 +1.507362823463422785e+01 +8.232653373022401411e+00 +6.920252794534988539e+00 +1.160376897710190747e+01 +1.052548149212219641e+01 +8.852194438892965422e+00 +2.059944152607766910e+01 +1.224768329235187991e+01 +5.979035941786122521e+00 +1.225520520173348871e+01 +8.085790476106680558e+00 +1.567432206403941564e+01 +1.563224658052590144e+01 +1.000150337360747699e+01 +1.933910574799656956e+01 +1.038512816570285224e+01 +6.038976139899276063e+00 +6.795230413275376691e+00 +9.879250756681784651e+00 +1.064842536405824092e+01 +1.863500551489318013e+01 +5.142633857583348345e+00 +6.858268772560435877e+00 +2.242314175484787597e+01 +9.069952070036819691e+00 +1.228938121246373782e+01 +1.386118075652719028e+01 +3.387161874638887582e+01 +1.198467835253545388e+01 +8.653425816124439507e+00 +9.196226061726449075e+00 +7.095756549490587872e+00 +7.157511048249375563e+00 +1.683986327669350658e+01 +2.032238777853979173e+01 +1.067143887853811179e+01 +9.860144174684990048e+00 +2.083159836186267455e+01 +7.753811452409351546e+00 +6.670948290212692200e+00 +3.458694649343813410e+01 +1.450855289480810484e+01 +3.052204096738149985e+01 +6.574538846901958777e+00 +1.323293828674766814e+01 +6.251188261271309443e+00 +9.950104266576417444e+00 +6.806545533431275885e+00 +8.235146171039417595e+00 +5.730536573972528913e+00 +8.406885499390725158e+00 +5.762983718405664035e+00 +1.327757733920266503e+01 +1.327097062549840700e+01 +9.463047615797421486e+00 +3.387161874638887582e+01 +1.063670221763638324e+01 +1.564382832681894797e+01 +1.520066373879249966e+01 +8.607166928275660212e+00 +1.272377206455718124e+01 +9.965113629806481299e+00 +1.678291106936030985e+01 +2.858248394160455064e+01 +2.173997279798011562e+01 +1.520098433867701715e+01 +9.228926199591043655e+00 +1.062382166515254767e+01 +1.360722964508052257e+01 +2.004861940881471583e+01 +2.696768732456077089e+01 +1.212412998959041488e+01 +1.014511677234688136e+01 +1.179272483629991086e+01 +1.847388982436476113e+01 +1.530941002096558634e+01 +6.218810025424772903e+00 +1.567690909165229129e+01 +2.087932227912727967e+01 +1.456607650183624969e+01 1.531280302080139677e+01 -1.361669943290502260e+01 -1.943233171904778089e+01 -2.584586607727190710e+01 -8.647417597720561844e+00 -1.215273024198390317e+01 -1.612047174489148915e+01 -1.144499051956928781e+01 -5.679663857792050408e+00 -1.286946793694828273e+01 -2.015515779484904613e+01 +1.010091807961890709e+01 +8.406858347093944417e+00 +6.255996936943148512e+00 +6.156332550406787618e+00 +7.625481126235612805e+00 +1.093416321325736362e+01 +1.146295252170924073e+01 +2.689019010895282236e+01 +1.807244825386898412e+01 +1.086204775852502280e+01 +9.306960117537343535e+00 +6.192085411869669542e+00 +1.116680634472560030e+01 +8.864925397420151398e+00 +1.570806291278520916e+01 +9.951434286106390914e+00 +1.251830773428271470e+01 +7.498739163527588403e+00 +1.159043484185937700e+01 +9.535347827244805785e+00 +1.860343226832996777e+01 +1.102771110844740576e+01 +1.714895777475766181e+01 +1.338779217477429029e+01 +1.582840271393565956e+01 +1.462533145611180885e+01 +4.997437612701844500e+00 +1.470341974651658745e+01 +7.269905027960660959e+00 +5.890859007395746971e+00 +2.276853922432607646e+00 +5.469957421920142338e+00 +6.076459711727622448e+00 +7.119801963958181545e+00 +7.765155060513819762e-01 +1.467758303193427594e+01 +3.245169177536951111e+00 +2.246703366847404482e+01 +8.258331274406444322e+00 +1.752468815879240083e+01 +1.377302349966406325e+01 +1.186751709675114341e+01 +9.011882353000842727e+00 +1.342451925224737863e+01 +9.406339825780364094e+00 +1.013203753487255199e+01 +8.716309998915207302e+00 +8.249540017079638687e+00 +1.328178160215723835e+01 +1.427967790043425111e+01 +1.139060961133419880e+01 +9.949565962867623625e+00 +5.449852935588722858e+00 +1.021215718522675786e+01 +1.056217653730094241e+01 +1.792772644085202671e+01 +1.690560223108678883e+01 +9.297251239600100803e+00 +1.527623264658136293e+01 +3.387161874638887582e+01 +1.893814497764161331e+01 +7.150329640908850592e+00 +1.574435318337235401e+01 +5.247308362590771935e+00 +6.251188261271309443e+00 +7.566534511968441734e+00 +9.127402107119138464e+00 +7.177818705173265812e+00 +9.128504370542259494e+00 +1.106557711905387009e+01 +1.260624630820676373e+01 +3.340284198013040395e+01 1.453697204329064618e+01 -2.169887120095835087e+01 -1.666192297965167768e+01 +1.050032803635629364e+01 +9.100031764490694286e+00 +1.003795344236306164e+01 +1.174232020696544510e+01 +1.090292646203073446e+01 +9.622171271651097868e+00 +1.720270348857961551e+01 +6.613280892436833369e+00 +2.185244506764938421e+01 +2.115387213155749180e+01 +8.111840862716462652e+00 +1.113099863926335331e+01 +1.868002427466285553e+01 +1.070003201744867738e+01 +1.107449963961245487e+01 +2.190438507652805811e+01 +1.064737242474717505e+01 +9.277866717652358375e+00 +1.603953800421692222e+01 +3.260492597679785831e+00 +6.757941337968063067e+00 +1.301407718551588744e+01 +3.485405645610319425e+01 +1.368596655020088804e+01 1.666400302871728911e+01 -9.444517022883928803e+00 -8.030235361020800156e+00 -5.930816045521766000e+00 -3.671584414558566323e+00 -1.475218423120611533e+01 -1.223947088663656757e+01 +9.853384569972419627e+00 +1.209814066075422545e+01 +7.946677819423200617e+00 +1.579095525635611352e+01 +1.104619624808441358e+01 +1.008357038887386636e+01 +5.630397779634236599e+00 +1.426139809518402046e+01 +4.669424215984193438e+00 +5.916604970565288113e+00 +1.379564543770526086e+01 +1.140513731030793565e+01 +4.095420089699828736e+00 +9.600258738233250710e+00 +7.312891866368417482e+00 +1.207866252094322590e+01 +1.423317583450224788e+01 +1.043600702324313545e+01 +1.478063282448223958e+01 +3.092574452665142815e+01 +1.371721715661168162e+01 +2.249680387182205266e+01 +8.249540017079638687e+00 +4.669424215984193438e+00 +6.096438048903195295e+00 +7.765069969407804251e+00 +5.486073069836393756e+00 +4.690016681768696571e+00 +2.584586607727190710e+01 +1.095588062222857673e+01 +1.114931426848671947e+01 +8.482757118231930349e+00 +1.016657410726939759e+01 +2.775015471903819275e+01 +8.033520713946174396e+00 +2.119688613065549987e+01 +6.757941337968063067e+00 +3.811654274504135742e+00 +1.044940798760787004e+01 +1.110326366538936327e+01 +1.046584970542349424e+01 +1.230298077068387386e+01 +1.209302113561166436e+01 +1.323470284401041397e+01 +1.959180890621195203e+01 +8.249559874465433040e+00 +1.280724758213094105e+01 +1.119902255789162382e+01 +4.153897568388018158e+00 +1.101582654848267850e+01 +9.547983705560170620e+00 +9.025607331093354446e+00 +2.219604955838316585e+01 +7.244764066911713485e+00 +2.228908599905386723e+01 +8.606374816233781644e+00 +9.995122490889414735e+00 +6.414234665034840077e+00 +1.462346627012883005e+01 +8.775181357254922432e+00 +3.502020656974870860e+00 +1.800011344651306899e+01 +1.310062411234052604e+01 +1.166786269925140118e+01 +6.371667678642353394e+00 +1.457995814583171068e+01 +1.012832469981673000e+01 +8.991726446465122535e+00 +1.614814136154234347e+01 +5.934494462793239222e+00 +8.697380530792543141e+00 +5.366212459821099401e+00 +4.996184320476260154e+00 +1.863500551489318013e+01 +8.694212796111713715e+00 +5.950801631743161124e+00 +4.052250197262253550e+00 +1.132805084356380121e+01 +4.611934375132662467e+00 +1.084361076529688717e+01 +1.331306954673627274e+01 +1.915706914031717645e+01 +6.073380341300520513e+00 +1.006626381421301630e+01 +1.219010000557896944e+01 +7.766210660416859923e+00 +1.405456616495366973e+01 +1.027331136625731745e+01 +9.346251249419353258e+00 +1.401563688900115778e+01 +1.210318558512892650e+01 +9.682772461671859787e+00 +1.112369902821156131e+01 +6.213044177120806921e+00 +1.823824656784098863e+01 +9.066329211560159251e+00 +1.361467509233357021e+01 +1.406661672585475742e+01 +1.870836666591657149e+00 +7.092131006893609424e+00 +1.509038017516418506e+01 +1.450880015752437657e+01 +1.130745537109474697e+01 +1.269626713815267749e+01 +1.424816884695489705e+01 +9.095254244190044801e+00 +1.220041278550223751e+01 +1.065054938093162207e+01 +4.276989979522682006e+00 +1.887243933068883450e+01 +6.718591316375324141e-01 1.004740990987056648e+01 -1.444065326154151307e+01 -6.315010308997344168e+00 -9.589861748517279239e+00 -2.159526726996722346e+01 -9.800851313455154923e+00 -1.277230580438303775e+01 -1.226251282690559208e+01 -8.441381377436414368e+00 -6.320957725553171258e+00 -7.269905027960660959e+00 -2.564711729469408397e+00 -1.556432012912328844e+01 -9.791137448180350589e+00 -2.308347736956359597e+01 -9.098803781461924700e+00 +6.660459868790198357e+00 +1.376873909794313988e+01 +9.628778390461334880e+00 +1.276049537023394009e+01 +1.666192297965167768e+01 +1.126032012931082704e+01 +7.392463333456845476e+00 +1.121809755626468075e+01 +1.026388001579012155e+01 +1.173873366673224439e+01 +1.556006605215931415e+01 +1.117228551051071861e+01 +1.194605514313839478e+01 +9.707560411884529117e+00 +6.394772796156416916e+00 +2.284686720751726341e+01 +1.329190834289408940e+01 +1.675962717267198343e+01 +1.210523869986413104e+01 +4.557880443168372153e+00 +9.171510646991919202e+00 +1.622708895662724160e+01 1.804848379269087388e+01 -1.664090197106351354e+01 -1.172676815496349434e+01 -1.577131006805733193e+01 -9.346251249419353258e+00 -2.597155997580844655e+01 -1.112211463157601088e+01 -1.008136532575561262e+01 -8.365326918375899368e+00 -1.037086070260774306e+01 -5.280625697609082181e+00 -1.200748931920693963e+01 -9.890619981140048367e+00 -1.618775107468020735e+01 -1.215101019903063673e+01 -1.592869264995033518e+01 -1.560050248138131224e+01 -6.585452190342437007e+00 -1.147126446961246415e+01 -9.292768531096527340e+00 -1.558207622833582207e+01 -3.052204096738149985e+01 -2.174219559640182808e+01 -7.125144173526557267e+00 -1.323384793749914934e+01 -3.547463805792716585e+00 -1.311785891628260003e+01 -4.713949589204474933e+00 -1.055982368292389140e+01 -3.049887320084593512e+00 -2.256860123854625044e+01 -1.721935573929980023e+01 -1.336651199289393332e+01 -1.043694445410977778e+01 -1.006270245575221622e+01 -1.048892325531609515e+01 -8.091760328151337944e+00 -1.105508354958135442e+01 -8.601873923228041008e+00 -8.531454780653518810e+00 -8.868175457490664826e+00 -7.273833734140978891e+00 -4.109687670778789936e+01 -1.660809386561813028e+01 -3.828481551957523266e+00 -3.789237394503579992e+00 -4.985699152075767415e+00 -1.126090128634149323e+01 -1.824105705923125242e+01 -9.117934430010734559e+00 -4.669424215984193438e+00 -1.638105684321500632e+01 -1.205318448004751986e+01 -5.048450685572547059e+00 -9.516775007561165012e+00 -1.384326127580050070e+01 -9.954894326621840150e+00 -7.517695752161870359e+00 -1.786769044384111282e+01 -1.208167148708587035e+01 -1.896557176196036210e+01 -4.629230337161914122e+00 -2.049950669219417421e+01 -5.830994851209609919e+00 -9.462266073264331112e+00 -1.706897604791207357e+01 -1.177180825967238320e+01 -1.209381846901808899e+01 -1.497770066252205368e+01 -8.235205818625217944e+00 -1.267940659503254608e+01 -7.915513183937363806e+00 -9.480199098516550293e+00 -2.474364240010088167e+01 -1.256081350138457253e+01 -1.091440918021980622e+01 -7.959141707002643784e+00 -9.131174302634477158e+00 -3.346458197279090996e+01 -2.306652420804094561e+01 -1.372197177656312306e+01 -9.105222964273636421e+00 -7.259628814270939756e+00 -1.045416775149173816e+01 -1.784339765957577129e+01 -9.386310309255975426e+00 -1.256017859421429250e+01 -1.217014312307797752e+01 -1.148817701622897403e+01 -1.592851051625076764e+01 -1.465736310102469986e+01 -1.031163649607260879e+01 +1.604810682872656002e+01 +1.371833908665887236e+01 +1.850560931204591952e+01 +3.523276571133294510e+00 +1.499365710364482140e+01 +2.301596063951464544e+00 +5.864262859973834452e+00 +1.033247649257073419e+01 +1.102963730973924328e+01 +1.957083777974027328e+01 +3.546064256415078830e+00 +9.700972735661395063e+00 +1.461446851755648879e+01 +6.532438364094588223e+00 +9.022617611874252930e+00 +1.491788909476142067e+01 +1.576176007257100764e+01 +1.497002941322973868e+01 +1.573464761894251751e+01 +7.340649695260793806e+00 +1.235379239828596099e+01 +1.255307496513965759e+01 +2.519750137363131159e+01 +1.796114454887029410e+01 +7.872858893436827543e+00 +8.432695358211240944e+00 +5.248138347652329116e+00 +1.622079230572852282e+01 +1.113172777336252750e+01 +4.359420121304836471e+00 +8.049789734383480777e+00 +7.829289143439126519e+00 +3.346999779491270033e+00 +7.597150591116943019e+00 +1.433711643184707896e+01 +9.089306996475954747e+00 +5.764205188873262387e+00 +1.397312772223622801e+01 +1.012580347777375778e+01 +7.618760894923823912e+00 +6.218810025424772903e+00 1.097200983420854925e+01 -9.420961307749308844e+00 -8.262918795108703307e+00 -1.327323420814011001e+01 -1.369598909957750266e+01 -1.388815561567474788e+01 -1.317477381807459835e+01 -1.083070339849003005e+01 -1.581691396882467870e+01 -8.867270194984456566e+00 -9.329277841073320587e+00 -2.644249163133174818e+01 -1.793412233945119283e+01 -2.051546968665266490e+01 -1.062335659703198587e+01 -1.349189224911594920e+01 -8.897034717699170869e+00 -5.130486121226468299e+00 -1.219981237158586396e+01 -6.089553223280177008e+00 -6.305896062388910650e+00 -1.674903212754271919e+01 -1.258019609423858753e+01 -9.380169823700327925e+00 -9.371710754139058963e+00 -7.927432358631250509e+00 -1.464958169809821698e+01 -1.017003416723362363e+01 -1.168250349487585993e+01 -1.374089116552613632e+01 -4.198341983593351756e+00 -1.712973913396226067e+00 -1.394452896198707492e+01 -1.447398552923283432e+01 -8.268375012613532249e+00 -7.701017291003239507e+00 -1.588230804484506109e+01 -1.633991069664729423e+01 -1.689697500634132155e+01 -9.489718651234767322e+00 -7.226879561607233882e+00 -1.178149952030022973e+01 -4.725203473493962747e+00 -1.491094128271986108e+01 -1.186944377735868272e+01 -9.841586803882449885e+00 -1.037927004377974072e+01 -2.057351443533960378e+01 -1.235032892966631834e+01 -1.352648840639977834e+01 -7.837343382327233599e+00 -1.522380068403451503e+01 -7.612980115540509019e+00 -1.076856690888303092e+01 -1.150323047997430592e+01 -8.575434708165360576e+00 -1.481905453364774417e+01 -2.266693264163185972e+01 -1.209464756971875943e+01 -1.676029215773559145e+01 -1.083781302556522519e+01 -9.060476846201098056e+00 -9.155594240796219196e+00 -8.431130348768618887e+00 -1.230636637696547098e+01 -1.105124854058209394e+01 -1.279215894681195209e+01 -1.218785461243267321e+01 -1.323146746861843326e+01 -1.870945925330551063e+01 -1.416310162879233303e+01 -5.060428003628445026e+00 -1.513104312145249253e+01 -1.668753954340913026e+01 -1.287829127813708396e+01 -7.142319825937576638e+00 -8.249540017079638687e+00 -9.454136637337711591e+00 -1.238198761153007865e+01 -9.045238547860549261e+00 -1.404539166180312293e+01 -4.642458253170474336e+00 -1.117412915619351566e+01 -6.100198491377554433e+00 -1.330731066849078559e+01 -1.246878524872988692e+01 -1.129670137953461051e+01 -1.240343239698162847e+01 -9.434232409488302551e+00 -1.115663718197045284e+01 -1.516420572179804083e+01 -5.546334125152526440e+00 -1.800409964023478437e+01 -4.927001802111419693e+00 -7.713401182402066070e+00 -5.701864067379958101e+00 -1.177361868801754952e+01 -7.117439197051268707e+00 -9.763757699743550234e+00 -1.764452589373452440e+01 -2.099315186795041654e+01 -5.543935393026970360e+00 -8.668459229384239961e+00 -6.309942037615513755e+00 -1.656605983054275555e+01 -1.843455570902828811e+01 -1.434920431543848451e+01 -1.878098745271330472e+01 -1.712083398243929366e+01 -1.539806581233887073e+01 -1.247630668637165741e+01 -1.005560428740503198e+01 -6.414234665034840077e+00 -7.265779235583195828e+00 -1.304609143118072723e+01 -1.746470277340131361e+01 -1.422860862378817615e+01 -5.999814684983249435e+00 -9.874155679484374559e+00 -1.151848989625923991e+01 -1.318082841225792379e+01 -7.291990731263197745e+00 -1.411031340689190472e+01 -1.232858382852147372e+01 -1.454939469486377845e+01 -3.921492851645950850e+00 -8.859821724359377981e+00 -6.402576122511362655e+00 -8.171725278881169174e+00 -1.054058792679875012e+01 -5.277773738350873600e+00 -8.493817457930489923e+00 -1.858533069300887064e+01 -7.710031907644008697e+00 -2.274127644062330944e+01 -3.686207876015359375e+00 -4.136061364436812937e+00 -2.216381538368136717e+01 -7.395796099956598368e+00 -1.468453877605772107e+01 -9.665934887272001674e+00 -1.709392575875472176e+01 -2.931390552674135108e+01 -5.701864067379958101e+00 -1.520020826943255088e+01 -1.226420703842704540e+01 -1.283388146562501220e+00 -1.177101932966530740e+01 -7.891511475355329708e+00 -1.056091079837354130e+01 -1.542945512750991099e+01 -1.381980804598546797e+01 -4.430383594056593211e+00 -4.053148000653578720e+00 -1.198340091994747070e+01 -1.313480969179634883e+01 -2.246703366847404482e+01 -8.812326589603230786e+00 -2.119867922883406663e+01 -1.761327788085822021e+01 -8.365326918375899368e+00 -9.274473595669661563e+00 -3.280033697634934242e+00 -9.196157928681245153e+00 -1.793661901866741459e+00 -1.445091220750585137e+01 -1.237567665031866682e+01 -1.044999081896366988e+01 -1.514731084021825325e+01 -9.103389751428849763e+00 -1.652721071086534721e+01 -5.946075083319740884e+00 -9.834142955075932946e+00 -1.073298458299295532e+01 -1.296908990851174792e+01 -2.584298642524956335e+00 -3.368102910392224203e+00 -1.712083398243929366e+01 -1.963386320910633742e+01 -7.445357767797858628e+00 -1.315316134833234685e+01 -1.224598204140583846e+01 -5.783569807276975894e+00 -1.068727126603326383e+01 -1.196893523617092114e+01 -7.192675012010838032e+00 -2.536169488054838439e+00 -4.324683507126920290e+00 -1.291662961862272141e+01 -6.252092775277333203e+00 -6.881263464220751302e+00 -7.312776819288586694e+00 -1.138286570547901988e+01 -1.218272281366452603e+01 -8.825111970914221615e+00 -1.893814497764161331e+01 -1.069730514736328075e+01 -1.683144330646599940e+01 -1.034820821116846901e+01 -1.654983233165134493e+01 -1.285536091483646715e+01 -1.019637499784344925e+01 -1.166963338190817012e+01 -1.261439134718958144e+01 -1.250738653284571456e+01 +5.672995802476307858e+00 +3.506032351840190131e+00 +3.631425873250023528e+00 +1.487940887286809755e+01 +1.540005585256166398e+01 +1.259134316109772556e+01 +3.387161874638887582e+01 +1.776230220397263793e+01 +1.402922850831700430e+01 +1.749639190123586729e+01 +1.301529139421074888e+01 +9.266949862653902414e+00 3.387161874638887582e+01 -1.818782655305578544e+01 -2.778427172544847679e+01 -8.113791843491100053e+00 -1.702584491944797662e+01 -9.177598743598167630e+00 -9.348869268320854076e+00 -1.275638703582076516e+01 -1.148008845755533969e+01 -1.029085987951685865e+01 -2.713509570555928008e+00 -8.578402302699814186e+00 -3.869586587223778906e+00 -2.231229582195486216e+01 +4.873366980038085217e+00 +2.689019010895282236e+01 +1.486630424377997883e+01 +8.993614205003240158e+00 +1.712284973722529458e+01 +1.433711643184707896e+01 +1.079363194093112099e+01 +2.891027580473452474e+01 +6.920350808553862976e+00 +1.719450248861514297e+01 +1.037167985917844248e+01 +2.456369748559768595e+01 +1.274408438172220315e+01 +5.959892757625212312e+00 +1.594251846982581355e+01 +1.144525052208150839e+01 +1.759413917772214120e+01 +6.433082511716420981e+00 +2.879314239732480019e+00 +1.788639113107655021e+01 +6.777948047274279020e+00 +1.398054475558734566e+01 +2.060365985215079832e+01 +1.384654887908297383e+01 +6.297337048659606751e+00 +5.230835828676219990e+00 1.978283763570176745e+01 -2.605588822166586738e+01 -1.442225451380038237e+01 -8.122201448424306136e+00 -1.225991402495347415e+01 -7.947997692122442004e+00 -1.785856988069168949e+01 -1.536505548235643914e+01 -1.279918798886048137e+01 -1.530077190498469975e+01 -7.005048796626070384e+00 -1.643262576197295743e+01 -1.529682282134545801e+01 -1.845591437501362009e+01 -1.433292954177572653e+01 -3.560715393041107291e+00 -1.107069671485930940e+01 -5.630397779634236599e+00 -1.356804479121085194e+01 -1.214747529154898587e+01 -1.043694445410977778e+01 -1.096462875361693534e+01 -1.576696908755326376e+01 -4.935318916893862706e+00 -1.173704278723582206e+01 -1.036807936325797641e+01 -4.300661546472838381e+00 -5.371451487889999044e+00 -1.667539470549991165e+01 -8.773907064911639964e+00 -1.250738653284571456e+01 -1.409637509884207418e+01 -7.494586839839428194e+00 -8.011984148391718463e+00 -1.699157657884995842e+01 -1.899468126384692823e+01 -1.512958549580818612e+01 -1.843087059594867583e+01 -2.130127787753262680e+01 -7.352713547128473692e+00 -4.604931860169628521e+00 -1.342709819541971683e+01 -6.304402485569653436e+00 -1.097269144583580669e+01 -2.516813946536703384e+01 -2.105693003124176244e+01 -1.357611186909824141e+01 -6.887858561883192010e+00 -1.619253520019587711e+01 -1.653539188529414616e+01 -1.169520284603405003e+01 -1.255600851743209034e+01 -2.944177018596491280e+00 -1.021053751833831313e+01 -1.149500805922143343e+01 -1.482921400416135782e+01 -1.497770066252205368e+01 -9.506173071490024995e+00 -3.387161874638887582e+01 -1.530941002096558634e+01 -9.146075865530164606e+00 -1.415318233601024644e+01 -1.257106893934764003e+01 -2.546670144834477867e+01 -1.027923548343068205e+01 -1.105914768552834460e+01 -1.677930667261928477e+01 -9.280285294840922461e+00 -1.460873824040515956e+01 -1.109916194842095649e+01 -3.881373790758239295e+00 -1.920740047252617444e+01 -3.387161874638887582e+01 -1.036858905417695098e+01 -1.321889342877524598e+01 -3.057416306993641797e+01 -1.182116013824830247e+01 -1.335828355257841338e+01 -1.519868912673848627e+01 -1.238890349741760133e+01 -1.229689801344319733e+01 -1.384155513417002226e+01 -1.169630063198637515e+01 -1.163693880435610595e+01 -5.938128053420484775e+00 -7.401865187771690557e+00 -9.208276596032050065e+00 -1.502398066883968397e+01 -1.839733443279685332e+01 -8.439214181993691000e+00 -1.114197168357665646e+01 -7.566745233600784104e+00 -3.654407304660992395e+00 -1.434182434379916060e+01 -7.892756404432290651e+00 -1.426224378539434667e+01 -7.978050622151073412e+00 -2.700393916205736389e+01 -7.390094510109136650e+00 -1.100981626783077161e+01 -1.415495359811015419e+01 -5.216708236181503366e+00 -1.975403770396854952e+01 --5.059821033574252169e-02 -1.198529594560152134e+01 -1.016796753543481202e+01 -2.578990822292031737e+01 -1.276078963877515093e+01 -1.479180794260481946e+01 -1.352424869169546184e+01 -1.176277334932444774e+01 -1.653793250012157046e+01 -8.405781103304292401e+00 -1.640398021981677346e+01 -7.873985925786769258e+00 -4.151496858368332710e+00 -8.724402659998929721e+00 -8.079036112419373694e+00 -1.029885177172998567e+01 -1.171936267784094809e+01 -8.753629255627075167e+00 -6.808807555434043479e+00 -1.121702185877218483e+01 -9.282029255071236662e+00 -1.263566128014819867e+01 -3.676656846797598632e+00 -1.109305945104007662e+01 -1.117332068036797921e+01 -1.011440182915495711e+01 -1.283100634060065204e+01 -1.749149387679368317e+01 -7.498570791290475768e+00 -1.301407718551588744e+01 -1.224273680789592333e+01 -1.758194151662323179e+01 -7.530150081068470058e+00 -1.063330996491755798e+01 -1.044448133964857561e+01 -6.256098517332290498e+00 -1.786404633975054423e+01 -1.267436637577888803e+01 -1.690560223108678883e+01 -5.474916100653842932e+00 -7.266630737945661167e+00 -1.046350751709361759e+01 -1.486456313410252505e+01 -6.736466095162612078e+00 -9.028861418855925081e+00 -7.692752973584489951e+00 -9.112420126413056209e+00 -9.051893818896360244e+00 -1.688124508641595867e+01 -8.841509153674351751e+00 -1.213730528988182300e+01 -1.362361618527719997e+01 -2.560225384134457727e+01 -1.530933755987459222e+01 -1.611641257410879291e+01 -1.244290787995942082e+01 -1.054016603936265994e+01 -8.469796522696711349e+00 -1.277582759222711672e+01 -1.114545006109247538e+01 -1.277112856949851505e+01 -2.506735979600647113e+01 -1.117707931586954828e+01 -1.066603437266302024e+01 -8.441144268716143984e+00 -1.063330996491755798e+01 -1.260758206110762103e+01 -9.289253836748159188e+00 -1.116494137037381051e+01 -1.028053028439609307e+01 -1.043403093331524190e+01 -8.282267105066935642e+00 -3.274573136794245443e+00 -2.495008639201891754e+01 -7.405109766951468941e+00 -1.735120537403162189e+01 -2.798301013866486642e+01 +3.811613147722525241e+00 +9.119827747476563218e+00 +7.997204923747943894e+00 +3.813400341668355509e+00 +5.276947023408695259e+00 +1.081486457487287112e+01 +2.423805705074812522e+00 +-2.208497768413814981e+02 +1.029316578836484553e+01 +6.969054213100065454e+00 +1.507087744267765572e+01 +8.365326918375899368e+00 +1.555254969168183266e+01 +6.095831686967812857e+00 +8.165155044383638483e+00 +9.941257095907957364e+00 +1.390883916861639591e+01 +1.151312335640901097e+01 +1.716156887315202084e+01 +1.271877154405845545e+01 +1.456429008089517652e+01 +7.140883287122264278e+00 +6.862783118360511025e+00 +6.654625821861955615e+00 +7.089570393705685092e+00 +4.713837525337538636e+00 +1.514564064229884366e+01 +9.503616510981643728e+00 +7.796712975901883169e+00 +6.595584024946958834e+00 4.185474996528739666e-01 -7.520293916684607893e+00 -1.747003482032793897e+01 -1.753073999930144566e+01 -1.408744360644134019e+01 -1.824519998801808640e+01 -1.330432653866887449e+01 -1.281823766826583721e+01 -1.480553989632859668e+01 -1.560588457155274966e+01 -2.327360064920894445e+01 -1.233461159032960097e+01 -1.007778568084398785e+01 -1.345166646656157639e+01 -1.366925526535156621e+01 -4.857779729642203392e+00 -1.711869477948880558e+00 -1.147453189113072369e+01 -8.784503043906767061e+00 -9.312705690380298051e+00 -1.458379067184522171e+01 -1.022775980111650540e+01 -6.953824920237011042e+00 -1.092774798732770591e+01 -1.292961631702777936e+01 -1.304609143118072723e+01 -9.005487758105857665e+00 -1.192419022871663969e+01 -2.167260794327344797e+01 -2.382236844002008525e+00 -1.516851913684811848e+01 -1.079709693242703850e+01 -3.723750535479553037e+00 -1.179272483629991086e+01 -1.346571667468344913e+01 -1.512467833192388866e+01 -2.944514975222631392e+00 -1.160722941112720719e+01 -3.387161874638887582e+01 -5.384970810049942713e+00 -6.251188261271309443e+00 -1.478975616878740595e+01 +5.788442663146312839e+00 +4.550513279167233804e+00 +1.211756937901112963e+01 +1.260915193521898914e+01 +9.380763170437177223e+00 2.190438507652805811e+01 -1.744388828241872602e+01 -1.119607551361754361e+01 -2.843699631886352108e+01 -1.579373291564903070e+01 -1.565622747149379279e+01 -7.456382107060065323e+00 -1.314523653597979092e+01 -8.471609484199490225e+00 -9.261416060189006316e+00 -1.031617838162438261e+01 -1.351778110399150989e+01 -1.342678411035130637e+01 -1.628412767869497202e+01 -1.942722759463319449e+01 -9.908742175502908367e+00 -9.258572607020951750e+00 -6.218810025424772903e+00 -1.430904139108540107e+01 -1.837315508274178910e+01 -1.534786691433833994e+01 -4.185474996528739666e-01 -8.179558347711207489e+00 -2.177102882203816137e+01 -3.479667383157973859e+00 -3.102914838620073112e+00 -1.024921404240323852e+01 -1.133124016200272877e+01 -1.342361125816127299e+01 -1.334036233184919240e+01 -6.734480073802366462e+00 -9.240949229419570088e+00 -1.109106173322096822e+01 -1.462135951287375235e+01 -5.301819522069294521e+00 -6.425532143578308819e+00 -5.538940382216523517e+00 -1.425086475543625397e+01 -1.495704032491033786e+01 -9.385181700819686057e+00 -1.106619767871720228e+01 -1.194741698862176804e+01 -1.146812663263496290e+01 -9.860144174684990048e+00 -3.779232947411031773e+00 -1.445300259488364247e+01 -4.062299014981789469e+00 -1.522189358085822164e+01 -6.782760834705200637e+00 -2.177437129363624990e+01 -1.283550609103527052e+01 -5.568783604766693429e+00 -3.925227574921208884e+00 -1.284363055325296443e+01 -2.152055569020573955e+01 -1.092521432344926779e+01 -1.540943225034314423e+01 -1.695138552262999099e+01 -1.044510098358837524e+01 -1.182116013824830247e+01 -9.581051423195745542e+00 -5.737923886086491621e+00 -1.062589978106467470e+01 -1.225721056343360260e+01 -1.918132135714648712e+01 -8.409039795627379021e+00 -5.790629392799786501e+00 +4.908875530280823796e+00 +1.032411047307381580e+01 +1.686827703367023901e+01 +6.100426980590583526e+00 +1.989814331372572553e+01 +7.978093595060457233e+00 +6.821843348748075186e+00 +1.043310264336874127e+00 +1.427452779194817367e+01 +9.482662572694977143e+00 5.701864067379958101e+00 -1.290017499713563609e+01 -9.414771856994889276e+00 -1.157407348863142715e+01 -7.340909382159608754e+00 -6.290013986712978067e+00 -1.232389071734951358e+01 -2.190438507652805811e+01 -1.815371301637871682e+01 -1.109963442808768264e+01 -7.613995051541039061e+00 -6.341434427253247463e+00 -8.279063791444386311e+00 -8.919004423641410995e+00 -5.277254040728578843e+00 -1.797284600771958196e+01 -2.582869563271370339e+01 -1.790516501018937845e+01 -1.017929635493391061e+01 -9.268379085795004357e+00 -1.269626713815267749e+01 -1.739368526021358718e+01 -1.164054435883629424e+01 -6.890569566009915548e+00 -1.091176154602666770e+01 -1.032835804912794231e+01 -1.263610908443119740e+01 -2.042115142671920580e+01 -1.048393131943090850e+01 -2.892675040080534643e+01 -1.111869244383545663e+01 -1.026621174067199149e+01 -9.367086676473064699e+00 -7.231990254237487648e+00 -9.474284466422147943e+00 -6.645235535598899901e+00 -1.437349662460063371e+01 -5.008736896290457707e+00 -1.663162636885070356e+01 -8.391955099581281274e+00 -1.300805850763268268e+01 -1.766976805239859516e+01 -9.542891736961678362e+00 -9.495007172788533012e+00 -5.934494462793239222e+00 -9.823517254347549965e+00 -7.366282109339792328e-01 -1.046123215690433028e+01 -6.235493135557589994e+00 -8.854232707388504764e+00 -9.705850363150531734e+00 -1.039226190109312142e+01 -1.240956193489986958e+01 -1.197959290351079176e+01 -7.699435418823966870e+00 -1.387003652512943574e+01 -7.511342944136885080e+00 -1.978283763570176745e+01 -4.800231561172736860e+00 -1.455272860336899043e+01 -1.414205215523423931e+01 +6.319149233872821014e+00 +2.689071031478702878e+01 +1.156647457637171783e+01 +1.366475189075620733e+01 +2.126642041742317701e+01 +1.309083826795823313e+01 +1.486943090112367827e+01 +2.015515779484904613e+01 5.924398218753609058e+00 -1.885854620888920863e+01 -2.504460476950106340e+01 -9.636296789828278975e+00 -1.956201523703036571e+01 -4.570964798655388961e+00 -7.112838269333693120e+00 -3.815280492394990119e+00 -1.054174018214055764e+01 -5.682543054582311015e+00 -1.911645888971540330e+01 -1.637958167943320120e+01 -9.292768531096527340e+00 -1.077581104740460205e+01 -2.277147605311226641e+01 -1.385822533431075954e+01 -1.057325088218131270e+01 -3.049332470483008706e+00 -1.290282204967776636e+01 -1.091203679064435050e+01 -1.002451396336995515e+01 -5.340178714828383022e+00 -1.199501649308467677e+01 -1.364550606493730811e+01 -1.592415331850520488e+01 -2.743855196611727365e+01 -1.170020950578766872e+01 -9.310118416890603044e+00 -3.240069046681610132e+01 -2.367277418328382055e+01 -1.505855429858064554e+01 -1.203982525993195907e+01 -1.017128217789425548e+01 -1.991363237924426244e+01 -2.152055569020573955e+01 -5.945867960519876760e+00 -1.490480985939660741e+01 -1.951031801888051120e+01 -2.161786217915960151e+00 -9.209458805078995169e+00 -1.158002117236526374e+01 -1.422860862378817615e+01 -1.298472944702078280e+01 -1.156797834874241460e+01 -1.494691859229824615e+01 -3.365681926412497660e+01 -9.149666361083447441e+00 -1.316769090879583359e+01 -8.216306196761834713e+00 -1.429678510722924045e+01 -1.401268956286448031e+01 -1.066566528670368541e+01 -3.406746474481647624e+01 -9.753637358349266151e+00 -3.104644279516942618e+01 -1.260239920375228451e+01 -1.215657383067677699e+01 -1.470471062824651654e+01 -5.701864067379958101e+00 -9.917255059616167046e+00 -3.104644279516942618e+01 -1.165392772050310555e+01 -2.385805967637320180e+01 -1.713196385000031796e+01 -5.171325917943505601e+00 -1.614537109131765646e+01 -7.008074032326859992e+00 -1.634898429130774389e+01 -1.068615593946238107e+01 -2.081596646111562166e+01 -1.463887670859196533e+01 -1.498376406314478970e+01 -2.388055720635560419e+01 -1.129997291611292098e+01 +2.153351199773072722e+01 +5.008736896290457707e+00 +1.488762014025587632e+01 +1.554911384201075464e+01 +2.834490983423731336e+01 +1.418014895555563726e+01 +8.891560854265136982e+00 +1.133969831638486880e+01 +1.228152477015427735e+01 +9.155415796994432753e+00 +1.011728531975063561e+01 +1.422149649046887987e+01 +1.506572535619791608e+01 +9.064443008342834673e+00 +6.884746801330265953e+00 +1.125385331916777432e+01 +6.407529398287245215e+00 +2.478906593187335261e+01 +9.160758366785742624e+00 +6.008183024765301639e+00 +2.877798869090783285e+01 +1.023851258957141397e+01 +5.312950132206680109e+00 +2.310531417052260394e+00 +2.615633325039411261e+00 +3.346458197279090996e+01 +8.364348152277443660e+00 1.250738653284571456e+01 -9.728545698048151280e+00 -4.457096431897269895e+00 -5.584123166459505683e+00 -1.354048859252797854e+01 -1.196237886131491734e+01 -1.036844838447657935e+01 -9.574610887804752224e+00 -1.538928330409957823e+01 -2.551210882512272349e+01 -1.924977045977010448e+01 -1.201279642459118691e+01 -9.372704894931047193e+00 -7.933494393994706684e+00 -6.251188261271309443e+00 -1.543801693568406108e+01 -8.420518296585896678e+00 -1.028696061502279235e+01 -1.853438044960493869e+01 -5.405518011823438940e+00 -1.664090197106351354e+01 -9.906349319430759692e+00 -1.729195907438162294e+01 -1.276498578508274306e+00 -1.995183659597462622e+01 -1.068179121475606053e+01 -5.701864067379958101e+00 -6.860465781089459369e+00 -1.674201911233922146e+01 -1.191407628861959722e+01 -1.688756409098189692e+01 -6.528426283663861796e+00 -2.010133415212096963e+01 -8.363175184258466288e+00 -1.683630977123041816e+01 -1.648117975817744707e+01 -4.434347077661655590e+00 -9.066491415689796440e+00 -9.066303348650848193e+00 -1.522380068403451503e+01 -1.049597306459521917e+01 -6.487089726140325752e+00 -9.372977834298055200e+00 -1.935359648309049874e+01 -1.105616267807671704e+01 -8.607147549146858978e+00 -6.552981697800547067e+00 -9.115720647231754015e+00 -1.179272483629991086e+01 -2.238548294694395224e+01 -1.882837129574598123e+01 -2.235879146783071292e+01 -1.770070606363233878e+01 -2.805729129157317914e+01 -2.933588190177887611e+01 -2.084486335680527702e+01 -1.338482235731338221e+01 -1.796971635842236026e+01 -1.850560931204591952e+01 -1.483698418238012096e+01 +1.619749555954192033e+01 +5.486073069836393756e+00 +1.064812088571041215e+01 +8.635466941848704892e+00 +8.529034738718173969e+00 +7.725002133977000085e+00 +1.358272920434478692e+01 +1.612410251035615261e+01 +1.155917897864318888e+01 +1.436988955095189624e+01 +1.235680398491659560e+01 +1.717838474040920005e+01 +1.525019992271641911e+01 +1.301897640445177728e+01 +1.622708895662724160e+01 +1.335408011865379763e+01 +1.549513403206509565e+01 +5.914882688841899494e+00 +7.726569457136193364e+00 +1.458763195812603897e+01 +5.630397779634236599e+00 +2.718285296970871912e+01 5.934494462793239222e+00 -1.113101156237154044e+01 -1.754360140929185263e+01 -1.287711365210184056e+01 -1.852309356195395651e+01 -1.038705313643464478e+01 -1.031479232522480061e+01 -6.655705740108587065e+00 -1.215278478873898393e+01 -1.405509360798222929e+01 -4.052250197262253550e+00 -8.684824919215358818e+00 -9.447485792817559513e+00 -9.794400097117588189e+00 -1.504724388797076529e+01 -9.802829933650158978e+00 -2.546670144834477867e+01 -1.208060852705361299e+01 -1.663326118353472793e+01 -1.652476154954011633e+01 -8.753573536633354024e+00 -6.216650897048850766e+00 -9.387974010750156140e+00 -4.944778455717212751e+00 -6.774224124617219900e+00 -1.357237837958643922e+01 -8.986682457508038624e+00 -1.123843332899029690e+01 -1.193048049816044909e+01 -2.015515779484904613e+01 -1.162155291450744699e+01 -1.339202160980961764e+01 -1.043635992883601205e+01 -1.142879358114798549e+01 -1.219907259971174085e+01 -8.321308145050480221e+00 -1.060343804938212031e+01 -1.602353332414462272e+01 -1.306015735405919997e+01 -6.102601840717056803e+00 -1.676029215773559145e+01 -1.251830773428271470e+01 -1.189308340172135559e+01 -3.387161874638887582e+01 -6.957078437783536629e+00 -1.376231238615577013e+01 -1.320402379948292548e+01 -1.258580329005128817e+01 -2.547243623823692360e+01 -7.947997692122442004e+00 -1.420715364052473717e+01 -1.140888596831734958e+01 -8.970381826773490275e+00 -3.387161874638887582e+01 -1.618775107468020735e+01 -5.373023196513528887e+00 -1.418691948979855511e+01 -1.410801059917734790e+01 -1.141731308842088310e+01 -3.180942492420740564e+00 -1.644627308828854950e+01 -7.807249643427283559e+00 -9.797988469170178405e+00 -2.190438507652805811e+01 -1.463645707052370426e+01 -2.652630262279917872e+01 -1.066141337770702080e+01 -1.224273680789592333e+01 -2.533198148037669739e+00 -8.090974209054394350e+00 -1.448120187431428008e+01 -9.997794621849962482e+00 -1.246755590449159001e+01 -2.242314175484787597e+01 -5.805718589048069589e+00 -7.719793879356600996e+00 -1.001138151935526821e+01 -2.084486335680527702e+01 -1.088859279820039205e+01 -9.993956082252154260e+00 -1.167822174522834189e+01 -1.184352442785802850e+01 -1.067813607221958705e+01 -1.070003201744867738e+01 -1.533926286291365670e+01 -1.565324034803036568e+01 -2.203580464465095190e+01 -1.032668369692137844e+01 -9.681659958338201477e+00 -3.387161874638887582e+01 -5.315006637938282097e+00 -1.157191903956383783e+01 -2.518349098353176885e+01 -1.105272872204521661e+01 -1.386729213642942682e+01 -8.054621496503671096e+00 -1.249997422860674590e+01 -1.125400089251553482e+01 -8.239700598385908847e+00 -1.232310598543659808e+01 -1.044873284095865529e+01 -1.395592361538720638e+01 -2.471563748022333584e+01 -1.452178137070082187e+01 -1.100444168578803783e+01 -1.033189158014656073e+01 -5.238819752329334278e+00 -3.387161874638887582e+01 -2.152233502119977970e+01 -1.127530664825324891e+01 +2.332790264257911872e+01 +1.158566144533183717e+01 +2.982018781248123673e+01 +7.171365731669936849e+00 +1.856587467983830209e+01 +3.380152546141388825e+00 +1.532810751768802504e+01 +8.851098050408168660e+00 +1.731138894780606563e+01 +1.854766984267517671e+01 +1.877026299682651711e+01 +9.632022866269238648e+00 +4.267290998786819500e+00 +1.160393876741125041e+01 +3.117462126423646396e+01 +1.299912821211374592e+01 +1.361130906244122230e+01 +8.365326918375899368e+00 +1.136505246288983528e+01 +4.476448873926415217e+00 +7.802849321774743885e+00 +1.011950135045263721e+01 +2.344275248421797642e+01 +4.205387500924253175e+00 +9.200486157329109460e+00 +9.759914782727790339e+00 +6.552433398292123456e+00 +2.024102056092937119e+01 +1.201247038266163258e+01 +-2.414132851425321746e+00 +1.884061065803348356e+01 +1.132973740924690276e+01 +1.726937521363646511e+01 +1.668461697584905323e+01 +6.938189872915785372e+00 +1.174703486616546400e+01 +1.497770066252205368e+01 +1.729567362471057379e+01 +5.825881476945937720e+00 +2.378109105816817248e+01 +9.928985006383882705e+00 +1.258245839949185552e+01 +9.523640433689109841e+00 +1.733666652008658104e+01 +3.106031834520399570e+01 +1.175722990752666419e+01 +1.248312898994612397e-01 +9.192788710224448323e+00 +1.200122303311093219e+01 +1.248937586106406172e+01 +1.374948843734495085e+01 +4.903715794029992026e+00 +1.775820044533223552e+01 +1.386494200953896438e+01 +1.758013106442143680e+01 +1.259589816025786035e+01 +1.154977243674316867e+01 +1.421313179342092781e+01 +7.199756442653594490e+00 5.737301990369843452e+00 -8.452293052645927673e+00 -2.367134577793565597e+01 -2.152055569020573955e+01 -1.764452589373452440e+01 +1.345836884795029675e+01 +7.781024753058915167e+00 +1.326661855850103677e+01 +1.937700255705769337e+01 +9.920400543849197561e+00 +2.743855196611727365e+01 +1.523494842590375242e+01 +1.212101770057223860e+01 +8.043760538626386847e+00 +1.287173912439425294e+01 +3.199783466286405087e+00 +1.416763588093471071e+01 +1.601712817571322489e+01 +6.344956603403346662e+00 +1.167666848285591641e+01 +1.136200324862586797e+01 +1.302184400106025919e+01 +1.328921897422314657e+01 +1.310813332688546495e+01 1.504189221658641884e+01 -1.693382645638121176e+01 -7.786809955551291296e+00 -1.530123441152417740e+01 -1.159794064988145124e+01 -1.334593691409462224e+01 -1.486719830404933873e+01 -5.858884851451620079e+00 -6.848249147326114894e+00 -1.974450217372988448e+01 -1.257099834268606742e+01 -1.293835369386731315e+01 -2.654352964920647651e+00 -1.137710988236680976e+01 -1.079092406700934248e+01 -1.474590420125291246e+01 -1.412940186496469153e+01 -1.219620974906051458e+01 -1.413348216224973442e+01 -1.228692532436143381e+01 -1.172502092760926473e+01 -1.239229155793827886e+01 -1.218601029367115984e+01 -1.002019550253739055e+01 -2.015515779484904613e+01 -7.481718324110588014e+00 -1.861635991447784022e+01 -1.050971472181460342e+01 -5.918470285105357220e+00 -4.682863992077002990e+00 -6.411397849410207073e+00 -9.895893642507488153e+00 -8.831541109295045544e+00 -1.173450189675700983e+01 -8.325578985344904481e+00 -1.039308885140870586e+01 -1.563294893990151024e+01 -8.365326918375899368e+00 -1.284406544165605624e+01 -1.002590710280979636e+01 -8.225948082659172655e+00 -4.169352531633876424e-01 -3.687482100357300396e+00 -1.513301202491513209e+01 -7.404346062745972290e+00 -1.388824945702671698e+01 -5.543246050362157007e+00 -1.786404633975054423e+01 -1.206925482413839745e+01 -1.605591336973128591e+01 -1.037734332532944848e+01 -1.151784338292186760e+01 -1.429342658942367450e+01 -7.818552492738987780e+00 -3.416422655911219408e+00 -6.880453085321718731e+00 -1.158634096832417981e+01 -6.001701945454072984e+00 -1.147049682479413946e+01 -1.251628809320840219e+01 -1.070003201744867738e+01 -7.030225871727452613e+00 -1.113378012062693756e+01 -1.031163649607260879e+01 -1.801092927247231046e+01 -1.437415327909896234e+01 -3.117770944002339206e+01 -1.626543676269578498e+01 -1.581252677067476498e+01 -6.068952183917758703e+00 -9.540408674044272175e+00 -2.062027353204173608e+01 -1.494416360359048213e+01 -1.049693079966910148e+01 -1.018433112318490430e+01 -1.241440566963918002e+01 -1.670675118246604995e+01 -2.718932812936142795e+01 -1.391373020567250762e+01 -9.373164350153587066e+00 -6.045160617976563344e+00 -9.820241629195081146e+00 -1.224145365120381257e+01 -2.380784894746626890e+01 -7.143453142704842662e+00 -2.106503014579594435e+01 -7.964536667796849656e+00 -1.013186557212416972e+01 -1.098742629347263744e+01 -5.485927142656350952e+00 -4.470997269143438757e+00 -3.387161874638887582e+01 -1.930064665886072817e+01 -6.752879210653702557e+00 -9.962204371786327783e+00 -1.327575748167490133e+01 -3.387161874638887582e+01 -4.286552916972681260e-01 -1.213104980652204290e+01 -1.163575619090940449e+01 -5.535340361319569524e+00 -1.042559418137808791e+01 -1.333341044137121401e+01 -1.406545576613297044e+01 -1.824509783842927391e+01 -1.589119714461975263e+01 -1.025136579802770598e+01 -7.766456138755970073e+00 -7.080758267022126518e+00 -1.617672147159552765e+01 -1.259341342816608744e+01 -1.784387589889549020e+01 -1.336076279682089307e+01 -2.030634106581649689e+01 -1.207449152704745643e+01 -1.110661829371412068e+01 -2.020820785517538809e+01 -1.001311467601523475e+01 -5.810873599257959654e+00 -1.047549529187918438e+01 -1.408260531567614748e+01 -5.882037579956005402e+00 -2.629968895965726006e+01 -1.130423461925117579e+01 -9.040713248719981721e+00 -6.018384692740056607e+00 -2.834929460410077695e+01 -7.456382107060065323e+00 -1.249970469803403716e+01 -1.593949585483393605e+01 -2.633304683345173203e+00 -1.766732855425406967e+01 -6.478208518220895940e+00 -1.251332456299969920e+01 -1.055052796271958471e+01 -1.432659058516681228e+01 -5.454207160012714439e+00 -9.486757164481588234e+00 -8.015257868242187556e+00 -6.272450455337917674e+00 -5.783569807276975894e+00 -1.087960299797792629e+01 -2.796784872815895540e+01 -2.349803824308885680e+01 -1.401647997835897286e+01 -1.237239929878364819e+01 -1.404382695807231585e+01 -2.049950669219417421e+01 -1.679150662923234449e-02 -1.070619587464955202e+01 -5.776236208231338765e+00 -7.947522216403427819e+00 -7.384702806174388456e+00 -1.232331515246602294e+01 -5.008736896290457707e+00 -3.387161874638887582e+01 -7.411617878173700547e+00 -6.051817821473036929e+00 -8.009618035685591053e+00 -1.449008821514775036e+01 -1.235150037502054943e+01 -1.181373619803954966e+01 -1.125746654918042111e+01 -9.728895570821990191e+00 -1.159372920529460771e+01 -1.313132301083082609e+01 -2.242314175484787597e+01 -4.611934375132662467e+00 -1.011440182915495711e+01 -1.019831260086780844e+01 -6.953725474774330451e+00 -1.171270495788240851e+01 -9.220482704517309003e+00 -9.473787507626212800e+00 -1.066679853125596367e+01 -1.206679904903049305e+01 -1.301683851944645198e+01 -1.190918622707280861e+01 -4.872644914884602940e+00 -2.546670144834477867e+01 -1.136738149985329471e+01 +1.128772519732576995e+01 +9.376554470604716585e+00 +9.347489741781217276e+00 +1.883206754326003818e+01 +1.622708895662724160e+01 +7.560176343385464293e+00 +6.592858570313282485e+00 +1.133181583410124915e+01 +1.418758871270614463e+01 +6.677399012855516958e+00 +8.713940913417644651e+00 +1.064786310704651839e+01 +1.780728774319950958e+01 +8.794882161147327793e+00 +4.225362749609075763e+00 +7.211918676308911813e+00 +1.826242282670314410e+01 +1.153635508823424516e+01 1.292484215735541397e+01 -2.101418801478033060e+01 -6.342644438424628106e+00 -1.257718172981061855e+01 -1.018705767624337000e+01 -2.963511867648871601e+01 -2.009752965436081240e+01 -9.945964792464536686e+00 -7.142341613829813696e+00 -5.757972392859770139e+00 -1.179570022624767489e+01 -1.675310163942816644e+01 -1.667539470549991165e+01 -9.351245844336943946e-01 -4.209481857758760270e+00 -9.124425135010667987e+00 -1.597144611859687302e+01 -1.269247720944835578e+01 -4.083251097846257949e+00 --4.582527852897868570e-01 -8.087671347727123816e+00 -1.049295020200915474e+01 -4.732355898220461654e+00 -1.022936728822840280e+01 -9.753668529273113563e+00 -9.463489958562519178e+00 -3.981496738058424967e+00 -1.166541409665558149e+01 -2.196693848073385880e+01 -2.020147687256287838e+01 -5.173625650964481792e+00 -1.232841878238774314e+01 -8.469756823572637927e+00 -1.556588724679259883e+01 -1.650710863989515076e+01 -1.425942946375532472e+01 -3.654407304660992395e+00 -6.863775017775111564e+00 -8.870368750238796451e+00 -1.591713293692774300e+01 -1.209232570862540967e+01 -1.142506837865373370e+01 -1.371004476916728265e+01 -1.189439874264336083e+01 -1.578899885163637862e+01 -1.625279313867959274e+01 -1.730416888022602961e+00 -8.676517158176054068e+00 -2.067305961317941865e+00 -3.387161874638887582e+01 -1.595801303664001125e+01 -1.540354943005463895e+01 -1.090885927042145909e+01 -8.421823060529646909e+00 -7.557010504305338827e+00 -6.037672561722857267e+00 -6.978266895769152711e+00 -1.716223926844890002e+01 -1.070003201744867738e+01 -1.371431455156582047e+01 -3.296712888782955986e+00 -1.752164775095208427e+01 -1.613850693157098704e+01 -1.260441791632428021e+01 -1.776756369077158126e+01 -1.266869151409929373e+01 -1.209232570862540967e+01 -1.073104005993128851e+01 -7.187351414829862506e+00 -8.278999385531633948e+00 -1.024981019590256892e+01 -2.190438507652805811e+01 -9.073803349825993791e+00 -8.171725278881169174e+00 -1.029431285224308112e+01 -1.233109699573658702e+01 -1.221519690344703690e+01 -7.590885045743874571e+00 -9.592582796395362266e+00 -6.491508258619944627e-01 -2.478906593187335261e+01 -5.008736896290457707e+00 -6.449189154617641861e+00 -1.370289599201804265e+01 -1.012966579112654131e+01 -7.552828186932515564e+00 -6.848430298131901850e+00 -9.367268811442102106e+00 -1.311562738903774061e+00 -1.523607912681737275e+01 -1.168021672682864676e+01 -1.534707540322943942e+01 -8.818353454423743187e+00 -7.564805949767233528e+00 -5.505036884458831992e+00 -1.502618592980144285e+01 -9.651649384693584466e+00 -1.317477381807459835e+01 -1.131760128920603847e+01 -1.222815131800201982e+01 -1.912136914221889583e+01 -2.523389783597441749e+01 -9.465160042711062260e+00 -1.367777192608784276e+00 -7.371979537915748892e+00 -1.457895345219489514e+01 -1.300524856416917885e+01 -1.716062532154158760e+01 -1.389858620982394655e+01 -1.316564898355029811e+01 -1.544989871187335950e+01 -8.496036011584067182e+00 -8.837752239263593879e+00 -6.173160717258099339e+00 -1.280765309895502924e+01 -2.222621079810974720e+01 -7.965381691512504858e+00 -1.112869896448030715e+01 -1.179485182597622384e+01 -9.233102213428850291e+00 -1.071446457026452492e+01 -9.314970225430926121e+00 -1.585495330036265216e+01 -1.625120827307007687e+01 -1.054748089531602773e+01 -1.067635131552344774e+01 -4.557933019755168402e+00 -1.179803875476147823e+01 -1.284437798912210837e+01 -7.017023257423460336e+00 -1.256887562474243225e+01 -1.896071022564503039e+01 -1.334162856736078595e+01 -4.151496858368332710e+00 -4.961631758495471445e+00 -7.872754161762216540e+00 -1.219069881675594047e+01 -1.114648508830642015e+01 -1.748658925936453556e+01 -3.299518804186519105e+00 -2.217943060654050669e+00 -1.133463683635189057e+01 -1.266699901661127114e+00 -2.773044648507004695e+01 -9.736303914778531521e+00 -1.019783427688301458e+01 -1.284610777640135382e+01 -8.196548133450818341e+00 -1.100108474807622372e+01 -2.744799503291247333e+01 -1.681452048363328799e+01 -9.234920034254258780e+00 -1.666400302871728911e+01 -1.194646777465358412e+01 -2.998918845611289896e+01 -2.317729802576536713e+01 -1.085271850509475655e+01 -5.348591068743857591e+00 -1.155283061548813350e+01 -6.213785057158318637e+00 -1.629796041130670403e+01 -1.550352057824279939e+01 -8.097831485988763234e+00 -6.578888710701235709e+00 -6.350206032637956355e+00 -3.723750535479553037e+00 -2.753811681451317384e+01 -1.142842554618380291e+01 -1.045951698538584651e+01 -9.598716443304084578e+00 -8.533958780798101884e+00 -8.696936749195884886e+00 -1.896557176196036210e+01 -1.270294734478862608e+01 -2.765021338560451625e+01 -1.657369794767963356e+01 -5.781937900996823032e+00 -1.261011421177751402e+01 -7.574678279153836513e+00 -1.052223701664240707e+01 -1.177325513096599252e+01 -6.600276298469594849e+00 -1.028973479117331635e+01 -1.391637843817063924e+01 -1.957083777974027328e+01 -1.300522551092278434e+01 -5.918495072753074737e+00 -7.181981279531797213e+00 -1.946360171923956273e+00 -1.678966645026963533e+01 -9.224945365133976338e+00 -2.624675592514753930e+01 -1.298099034045964117e+01 -8.705745854281659035e+00 -1.418412558197255180e+01 -5.345092839707760390e+00 -6.703941046617444499e+00 -8.909686242400240985e+00 -1.032401261229937006e+01 -4.185474996528739666e-01 -9.238935938034956052e+00 -1.291481613457584388e+01 -1.214693945505496231e+01 +7.069444178220855690e+00 +9.760218532292768145e-01 +7.290411357802796033e+00 +8.305304295789312619e+00 +7.373484391259552240e+00 +6.344956603403346662e+00 +4.183513959547155991e+00 +1.404948238163019880e+01 +7.381316114275421114e+00 +8.283484201960092719e+00 +7.351152772643771982e+00 +1.900788984360703182e+01 +1.729730887534297779e+01 +1.142593367196126053e+01 +1.908512680331794797e+01 3.387161874638887582e+01 -6.920866147872402507e+00 -1.770065210913945464e+01 -2.851470246927082997e+01 -1.972749459265676819e+01 -1.032927878628804308e+01 -8.196301542058591849e+00 -1.949433498349857530e+01 -1.433373037803266925e+01 -6.132156839568921214e+00 -9.266036710158971346e+00 -1.297971273111549806e+01 -1.478883307793793733e+01 -7.999355912042673822e+00 -2.220169282191758953e+01 -1.602622948383525170e+01 -6.551123930398958350e+00 -7.662946357148257448e+00 -2.008919030348063473e+01 -4.942758683410900744e+00 -1.346434633714572726e+01 -6.756675607525821192e+00 -3.958948950359982177e+00 -1.515229041818248845e+01 -1.749821673007554068e+01 -6.156332550406787618e+00 -9.838700641952655701e+00 -1.758843180990017174e+01 -1.406257153119068448e+01 -8.541033033070576153e+00 -8.540727979398496927e+00 -9.935523377609200679e+00 -2.342128414976174611e+01 -2.231756104936248164e+01 -1.846047761629108663e+01 -8.993182583359285331e+00 -1.111225155118791008e+01 -5.500950354354841920e+00 -8.120754833143720930e+00 +1.353602785267557351e+01 +3.387161874638887582e+01 +1.344167125996112588e+01 +5.576941193145117381e+00 +9.379273825943272413e+00 +1.129230546575237781e+01 +8.005662815417892375e+00 +6.301700310955055784e+00 +1.230106551200472609e+01 +1.417145668645493117e+01 +1.743168984715714487e+01 +1.476270723464085677e+01 +1.207990945336007371e+01 +1.433902865154000494e+01 +1.125400089251553482e+01 +1.684967015729985462e+01 +1.123210742043228549e+01 +1.061856683671632595e+01 +9.289709854262710564e+00 +1.462234693737171654e+01 +1.250738653284571456e+01 +-4.244545157993471207e-01 +1.241450688519115886e+01 +7.126439542171695507e+00 +2.450415743754359710e+01 +1.140142064111320508e+01 +3.925059351259832852e+00 +1.168616789765535202e+01 +1.953631437097398305e+01 +2.373989656103144341e+01 +9.292270238305761154e+00 +8.899993934791183392e+00 +1.824728189670193501e+01 +1.378196158579895325e+01 +1.070279522740548828e+01 +6.111873194109776364e+00 +2.173655385615084867e+01 +4.824887106986167851e+00 +1.063697668873697921e+01 +2.043440184483338840e+01 +1.642899593493028476e+01 +7.718872610514139865e+00 +2.590918253920430914e+01 +5.999239730111881386e+00 +1.132487425002315717e+01 +3.387161874638887582e+01 +7.981777427405788217e+00 +6.081944279868849890e+00 1.171224785107376931e+01 -9.054847178735784041e+00 -7.448957504608628710e+00 -5.207784154654234499e+00 -1.287615944852966265e+01 -3.653084132008558527e+00 -6.711718169626479380e+00 -7.020469612265216597e+00 -1.642399625686779530e+01 -5.701864067379958101e+00 -7.571877524130414372e+00 -1.476277063944094436e+01 -1.903993940364024695e+01 -2.377193360520219301e+01 -1.849440048946442516e+01 -5.746037712059475666e+00 -8.365326918375899368e+00 -2.750512336310518435e+01 -1.425474232116069118e+01 -1.414332926814165603e+01 -1.610259167044668516e+01 -2.242314175484787597e+01 -1.464727049856078622e+01 -4.305898932753478903e+00 -9.011102961312204229e+00 -5.072576504876934678e+00 -3.193519870881232237e+00 -6.144904875037184411e+00 -1.124037232542553966e+01 -1.360627943397767581e+01 -1.895637257276416676e+01 -1.475218423120611533e+01 -2.280988423194629888e+01 -1.070003201744867738e+01 +6.337408891771787012e+00 +1.140240954975733700e+01 +2.501861831348918486e+00 +1.019726860721453932e+01 +2.059084415639004817e+01 +9.661329947541489105e+00 +7.093642514520780651e+00 +7.867481513486950462e+00 +4.669424215984193438e+00 +8.813386802854594748e+00 +1.800375993489448945e+01 +2.169988824208800793e+00 +9.473268317549027984e+00 +1.511714431905342337e+01 +1.249563815570868996e+01 +1.253438752196309736e+01 +1.237567665031866682e+01 +1.183350246087789515e+01 +1.354492265312475752e+01 +2.731036339495182119e+01 +9.737829824248734667e+00 +9.600250886633816094e+00 +1.027794082907733753e+01 +1.094269075262494084e+01 +2.417429343004002362e+00 +4.838102295972760203e+00 +1.146695367473176930e+01 +9.060403784738980448e+00 +1.514398891250883139e+01 +1.116361023103640093e+01 1.492832237067283074e+01 -8.700510933359851151e+00 -1.875633616165768558e+01 -2.049455356389951532e+01 -8.527817673749282790e+00 -6.131220366640931729e+00 -1.868250251529693173e+01 -1.114666317886444347e+01 -5.384970810049942713e+00 -6.736803963730949363e+00 -1.519621265485685058e+01 -2.255902739716108840e+01 -1.088859279820039205e+01 -1.958030978430201685e+00 -1.637935481649749647e+01 -1.800103137249601559e+01 -1.415918652118037357e+01 -1.227871927955436604e+01 -1.255029436315598446e+01 -2.426688542542954963e+01 -5.553366808897706619e+00 -7.680151302111681844e+00 -2.546670144834477867e+01 -1.169279214759377794e+01 -1.532742969172954872e+01 -7.044651514080221943e+00 -1.252070283430079201e+01 -4.949567724009654057e+00 -1.579655012342914233e+01 -2.480852484792421819e+00 -1.878350680900508962e+01 -1.928519707015109930e+01 -1.133449537773546467e+01 -1.249317447796056513e+01 -9.510167191167823830e+00 -2.718932812936142795e+01 -1.497321859602344318e+01 -9.632058925679586991e+00 -6.299363710909233305e+00 -1.255104907812410886e+01 -1.194096333915770458e+01 -1.219766042503619019e+01 -9.721300349159790244e+00 +1.225147235848874061e+01 +1.705955165981896471e+01 +5.238819752329334278e+00 +1.324552630672822318e+01 +1.328380946716954725e+01 +2.614868106032804462e+01 +1.535761655613748644e+01 +1.425086475543625397e+01 +7.028236555440344091e+00 +1.039234211937794328e+01 +1.063142299461918583e+01 +1.199968868341110806e+01 +9.997461030269832349e+00 +1.956790666657303746e+01 +1.206680568563984934e+01 +1.263348739811165444e+01 +1.333376919532788918e+01 +1.387035507929408595e+01 +9.203489060531211408e+00 +1.077934321758725389e+01 +4.527569502141233215e+00 +4.623615687904077731e+00 +1.721371148968941611e+01 +1.251661336828637161e+01 +5.966305490055077598e+00 +9.887080288730302868e+00 +1.303340621589306636e+01 +7.227360840587465418e+00 +9.004536553135963572e+00 +6.414234665034840077e+00 +5.223252662838902438e+00 +1.239016996782332569e+01 +5.544874090485507168e+00 +1.318821453118300724e+01 +1.070003201744867738e+01 +9.903186264780600823e+00 +7.853798864254684986e+00 +1.840121590945312846e+01 +6.022309332367782986e+00 +1.406657491021381645e+01 +2.263867541694347096e+01 2.190438507652805811e+01 -8.317096896037725173e+00 -9.949565962867623625e+00 -1.226331185208523777e+01 -2.462138498018033772e+01 -9.114016809333634228e+00 -9.233658873206593398e+00 -1.211302055342224548e+01 -1.316537271985178847e+01 -1.552420491823606596e+01 -6.028382901834206109e+00 -1.077809826521067293e+01 -1.295032634362395640e+01 -1.973544044855172785e+01 -1.104549131140583995e+01 -1.433711643184707896e+01 +1.330663666559503611e+01 +7.948361847759940702e+00 +5.116691800909961785e+00 +2.230612692166657496e+01 +9.809763683222797681e+00 +1.182608104594004317e+01 +2.152055569020573955e+01 +1.055813447527010851e+01 +3.006607551799035605e+01 +2.118690365909637308e+01 +9.127861465472705049e+00 +6.994560742530296693e+00 +5.486073069836393756e+00 +2.118440947205573366e+01 +1.673446093721489092e+01 +5.705847367494953915e+00 +1.131602341411230839e+00 +1.415535859465359181e+01 +1.105303681752960188e+01 +1.712642272570961666e+01 +1.438939582200268319e+01 +1.079716632387500397e+01 +8.997918055866577447e+00 +8.742632658635258736e+00 +1.377177705856735201e+01 +6.698120494288602345e+00 +7.098013540562327250e+00 +1.304609143118072723e+01 +5.954196608022598980e+00 +2.463310742669455067e+01 +1.754689329191353409e+01 +7.157511048249375563e+00 +1.354965995904461806e+01 +4.983975949901576996e+00 +1.299154644508189449e+01 +8.037339597545425818e+00 +8.381508101232739705e+00 +8.707570945510084925e+00 +1.422088023513209976e+01 +5.728790029277959661e+00 +8.645293087574344781e+00 +3.387161874638887582e+01 +1.022054374363122520e+01 +1.535761655613748644e+01 +1.730877896374167335e+01 +6.670190661501301577e+00 +1.014917838275574979e+01 +1.615664043000009542e+01 +2.659248428493027916e+01 +9.087291651331568687e+00 +1.116931267332644495e+01 +6.595584024946958834e+00 +1.654705275272962695e+01 +1.201089424616557721e+01 +2.112521620298743130e+01 +1.690560223108678883e+01 +1.643639873511868643e+01 +1.391465990719613899e+01 +9.130063860424542099e+00 +1.230549853734702026e+01 +2.771960666490682001e+01 +1.059886906490550018e+01 1.522380068403451503e+01 -1.303385794005144760e+01 -1.123605902309688531e+01 -1.353892641531625429e+01 -1.963453617565494369e+01 -1.192419022871663969e+01 -6.417916825467287367e+00 -1.456347568213875832e+01 -3.650195184606403132e+00 -5.998070266793078531e+00 -3.052204096738149985e+01 -1.289992896090241459e+01 -1.425150553671328169e+01 -1.619769824214949949e+01 -1.469944615067865357e+01 -7.733248648901735578e+00 -5.498644065324441499e+00 -1.105790938693715475e+01 -1.198352756460602109e+01 -9.787030385455480541e+00 -1.246536109808836557e+01 -1.460362600780186426e+01 -1.109149295431157611e+01 -6.718834055646240699e+00 -1.052253329471450627e+01 -2.923061245546250575e+00 -7.482315132669313584e+00 -1.109716400499270605e+01 -1.811821202799607988e+01 -9.212091814511509824e+00 -4.581616249600841684e+00 -8.951742044201139947e+00 -1.070568772902559829e+01 -2.001821667217848244e+01 -7.878032622767307203e+00 -1.145246318348792158e+01 -6.920350808553862976e+00 +1.463964097458524805e+01 1.850560931204591952e+01 -9.834725047090572048e+00 -1.768225642354052241e+01 -5.990446428054980288e+00 -2.076163874226097050e+01 -1.400325545533966931e+01 -5.701864067379958101e+00 -8.570898701702304834e+00 -1.135867456457027913e+01 -1.080191526087550358e+01 -1.800325525494572787e+01 -1.530713891335688004e+01 -2.190438507652805811e+01 -1.830965761992904106e+01 -1.517636117212140334e+01 -1.927444372016104523e+01 -8.542189562872536612e+00 -8.232449983576714203e+00 -1.438970877134043747e+01 -1.313407540488302061e+01 -1.558729463836580464e+01 -4.006465163331213830e+00 -1.315600405149085361e+01 -6.344956603403346662e+00 -1.096878471608965810e+01 -1.461541410292043963e+01 -1.083981079291035599e+01 -1.714480425712338274e+01 -1.075081228399079691e+01 -1.113759939181220204e+01 -5.481346105437893357e+00 -8.281502934068001309e+00 -1.895637257276416676e+01 -1.342654637784838201e+01 -1.182116013824830247e+01 -1.793771395246619704e+01 -1.070003201744867738e+01 -1.131943911636054168e+01 -1.122534160444408258e+01 -1.179049763732925271e+01 -1.159950683917386982e+01 -1.378042463062253375e+01 -1.201857051618043215e+01 -1.054548794095991582e+01 -2.866955799324884424e+00 -1.414144844952561186e+01 -1.689185635763375615e+01 -2.551746746550155365e+01 -1.269247720944835578e+01 -3.502020656974870860e+00 -6.740569224783484970e+00 -1.620960711345711047e+01 -9.704183589895478690e+00 -3.085869181052061094e+00 -2.190438507652805811e+01 -1.102558816152706811e+01 -1.181432823438198909e+01 -1.666400302871728911e+01 -1.047959437507171288e+01 -1.291299286301273241e+01 -1.360244069621074914e+01 -7.867328280655954131e+00 -2.367166991895885531e+01 -1.171749729405659934e+01 -6.432670481626800552e+00 -1.283263069514320875e+01 -1.122102594293266975e+01 -8.365326918375899368e+00 -1.487354548504869456e+01 -2.190438507652805811e+01 -1.035574496367782160e+01 -9.011882353000842727e+00 -6.651334389859528073e+00 -1.190062044805240760e+01 -6.077239196166061674e+00 -1.222770718199183193e+01 -1.182116013824830247e+01 -1.624484535402899610e+01 -1.114904650022641874e+01 -8.235146171039417595e+00 -1.470985492467629285e+01 -2.266693264163185972e+01 -1.500663234776946808e+01 -6.218810025424772903e+00 -1.062589978106467470e+01 -1.080618399471249802e+01 -9.858189390548957931e+00 -6.250374399419570182e+00 -1.179595850410852620e+01 -7.932514757468581479e+00 -2.945322906087938009e+00 -1.157999912505567863e+01 -9.785060655500330995e+00 -1.611008988867099845e+01 -1.147604970670141711e+01 -9.147218158630224139e+00 -1.433711643184707896e+01 -8.330272482874789830e+00 -1.648169259470559211e+01 -1.748106261728891297e+01 -7.874073116900206060e+00 -1.018375771232889804e+01 -1.647180255708033769e+01 -5.168467756189855322e+00 -6.645235535598899901e+00 -9.665066043678564256e+00 -9.017374499711664271e+00 -1.906113937502503575e+01 -1.352177975194595660e+01 -8.697380530792543141e+00 -1.377634349982643869e+01 -1.301897640445177728e+01 -1.402208541460197466e+01 -1.129713831419168457e+01 +1.472159080337411297e+01 +1.622431876707079823e+01 +2.234238397581049185e+01 +1.085593607250869752e+01 +9.313609051488427326e+00 +1.183030430310004988e+01 +1.353603169863023936e+01 +1.198055257104415716e+01 +2.125676194435813215e+01 +3.553810619733303611e+01 +1.357888160406358224e+01 +3.405735095653784583e+01 +7.039082156803843304e+00 +5.864694715417954285e+00 +2.032238777853979173e+01 +3.843211881431862764e+00 +6.547598827418141809e+00 +1.230161892153931547e+01 +1.040173643414458127e+01 +1.293773393942416305e+01 +1.664090197106351354e+01 +2.759173907921152136e+00 +1.183507350038544814e+01 +1.284217030610530230e+01 +1.530919651005115156e+01 +7.473353652355726240e+00 +6.425508729067985314e+00 +1.057530682824891244e+01 +1.563216008371058763e+01 +3.387161874638887582e+01 +1.756725905779011043e+01 +1.586427045674449232e+01 +2.366836769799377294e+00 +1.588506279142163180e+01 +9.918897533154833468e+00 +1.648289705619087897e+01 +1.063788667024709866e+01 +3.654407304660992395e+00 +1.882471199670415274e+01 +1.052063499495294252e+01 +1.927385577556887597e+01 +6.222570918633067549e+00 +8.858092954622193815e+00 +8.793201364890435912e+00 +1.330731066849078559e+01 +1.828789195922466604e+01 +9.015862020957385425e+00 +3.819823192359407926e+00 +1.170568129203333285e+01 +8.834805254670243357e+00 +5.383198714963270959e+00 1.893814497764161331e+01 -9.559557498541096265e+00 -6.775050963306867402e+00 -6.394283057715966834e+00 -5.957305259246126639e+00 -7.563447606838039405e+00 -2.413869350126043400e+01 -7.272162005188022249e+00 -1.068050768615039203e+01 -1.068921243917036179e+01 -7.336611887656459885e+00 -9.091039441885385486e+00 -1.392212118446747127e+01 -4.814604790112682053e+00 -1.072161077367616144e+01 -2.194226411598310733e+01 -1.387061890448518398e+01 -1.558423264269201525e+01 -1.441210574539881861e+01 -1.433711643184707896e+01 -1.611191510076068312e+01 -1.563990879236213516e+01 -1.676029215773559145e+01 -1.599607975793676928e+01 -1.841578632414473304e+01 -1.696105529385310717e+01 -1.619324064168739596e+01 -8.397157102589147826e+00 -9.485823158868029736e+00 -2.605588822166586738e+01 -1.095669547646298270e+01 -1.451442510775935091e+01 -1.407613771837064576e+01 -1.172666610877514870e+01 -1.051548597707908073e+01 -2.747327533681172440e+01 -1.470064924512816162e+01 -1.179272483629991086e+01 -1.048270516495479399e+01 -9.606736451433988577e+00 -6.240388580710643396e+00 -4.770818839778456777e+00 -1.363532209390702121e+01 -5.239616113021270394e+00 -2.615633325039411261e+00 -1.462941346700516476e+01 -1.606013666734195056e+01 -9.695692829692987402e+00 -1.060623778338266732e+01 -8.427124798994384491e+00 -1.706897604791207357e+01 -1.731121787900329423e+01 -1.162682413506811940e+01 -9.916673996009535585e+00 -7.595399203285296608e+00 -6.820414142270593061e+00 -1.078849961433066085e+01 -2.054721198918240077e+01 -2.698938472204943650e+00 -1.830091317777937832e+01 -1.881720961709469009e+01 -5.085170860971643947e+00 -9.499865826727287299e+00 -1.617689931139067028e+01 -2.031017526945508678e+01 -1.032411047307381580e+01 -1.307675445303222261e+01 -1.315113946811837309e+01 -1.128202740828967876e+01 -1.842860953772792243e+01 -5.998070266793078531e+00 -3.485405645610319425e+01 -1.727807289075202846e+01 -9.211415943117813754e+00 -9.007708060772344538e+00 -1.156062189461864875e+01 -1.237182333864301143e+01 -2.190762713003790907e+01 -8.219239949267816314e+00 -1.086204775852502280e+01 -1.485659692085914685e+01 -1.159252205852180850e+01 -1.082035354300319341e+01 -1.698859315045187657e+01 -1.018370064435190159e+01 -4.763693306683649098e+00 -1.506873550041093779e+01 -1.007805617127270637e+01 -6.361531949336963976e+00 -1.498376406314478970e+01 -8.472749706728009755e+00 -1.330328078922048007e+01 -1.352938316250023831e+01 -7.027965604158339374e+00 -8.598597975259508530e+00 -5.701864067379958101e+00 -1.850560931204591952e+01 -5.587190591142118024e+00 -1.602193636888902972e+01 -6.834363362234412875e+00 -1.164795334361123480e+01 +7.478893826402213563e+00 +1.275470029321557774e+01 +2.025081993681030212e+01 +1.126475100119144201e+01 +6.338920347986288562e+00 +1.042039720571614225e+01 +1.313215940320802133e+01 +1.119091100753435342e+01 +1.854452100992062924e+01 +6.485763172540714550e+00 +1.069911141319070680e+01 +1.322675690273420912e+01 +1.239048490211052922e+01 +4.433260179276402368e+00 +1.023248295518726536e+01 +9.107746466902383986e+00 +2.365757951345216270e+01 +7.178458761884172645e+00 +1.374755261308037291e+01 +1.359467475832083494e+01 +8.512207903685848009e+00 +1.305290982590057070e+01 +2.249300696494474039e+01 +7.448421042973336625e+00 +3.292892107430961346e+01 +7.017576614138249624e+00 +1.308235200927998676e+01 +1.004502264218928076e+01 +9.512771456010014504e+00 +8.274593085701937412e+00 +8.389461329693304492e+00 +1.478123436198703189e+01 +1.729567362471057379e+01 +4.669424215984193438e+00 +2.152055569020573955e+01 +1.254720095703446248e+01 +1.621268606747919705e+01 +1.221677409579787366e+01 +1.592869264995033518e+01 +2.430091957207672237e+01 +4.324683507126920290e+00 +1.146103795580030749e+01 +1.522380068403451503e+01 +1.296133328633457893e+01 +1.172852386462625418e+01 +1.061274688581659120e+01 +2.875040889546767175e+00 +5.496063169342562560e+00 +1.071204844687500213e+01 +1.016303235534081750e+01 +1.490686162593243580e+01 +7.115543677684016188e+00 +1.327383729261482870e+01 +6.995991521927493295e+00 +1.958728483925735020e+01 +1.351581153212994479e+01 +1.174886784421697428e+01 +1.458763195812603897e+01 +1.531256689012641914e+01 +8.766236321553847688e+00 +1.102424368551572798e+01 +1.368543337427253448e+01 +7.321241976406966501e+00 +1.093689008039561372e+01 +1.181393764429604687e+01 +1.472552498494573570e+01 +1.309951767558806068e+01 +5.320773845268902846e+00 +1.304961825790090302e+01 +6.708377569667391072e+00 +1.330731066849078559e+01 +7.277663576614031626e+00 +2.353515959167353344e+00 +1.585612529565291595e+01 +2.326460764747469057e+01 +1.031163649607260879e+01 +2.947575915838342553e+00 +1.659239214230821347e+01 +1.546756144531440214e+01 +1.978420459841849777e+01 +1.575630495358576866e+01 +1.666192297965167768e+01 +1.031163649607260879e+01 +2.084035003445961820e+00 +1.833723505781689767e+01 +4.809552084526188764e+00 +4.086566193224342669e+00 +1.480625285587430540e+01 +5.459353466936505583e+00 +7.183491832375082708e+00 +1.140142064111320508e+01 +9.383121384816433874e+00 +1.392342545998717185e+01 +1.478199856302219928e+01 +1.643637155853673448e+01 +8.969105578443361537e+00 +8.260330356100766380e+00 +7.878032622767307203e+00 +1.203283330205582047e+01 +1.425332991549808526e+01 +1.628376071133268965e+01 +2.044685158984263751e+01 +9.747713661760244008e+00 +1.802731175840851563e+01 +1.352424869169546184e+01 +1.234434207326305000e+01 +6.113308261109011710e+00 +2.226523104351318239e+01 +1.726937521363646511e+01 +1.725777804516177127e+01 +1.774359225119097516e+01 +1.358905503964604122e+01 +6.522949662266043447e+00 +1.012903558525090375e+01 +1.383473049953575185e+01 +1.153639006778111309e+01 +8.408824133605307338e+00 +7.636743533089642710e+00 +1.191239932456124961e+01 +9.479873551785601649e+00 +1.220277420639359889e+01 +1.182728597958698913e+01 +9.853402229789224975e+00 +1.420087190667950949e+01 +8.272251666865614084e+00 +1.478927675843875988e+01 +1.739838337763761444e+01 +1.946695549313574247e+01 +3.528316518549203806e+00 +8.849650030823667635e+00 +1.704203772205404732e+01 +5.800287224551723853e+00 +2.603541866131216409e+01 +1.523060449343768141e+01 +1.315793507185566114e+01 +1.243733881309647415e+01 +1.193313240017143073e+01 +7.625635555370294583e+00 +2.090816396362608032e+01 +1.563188370994838294e+01 +1.538839799263031693e+01 +1.437415327909896234e+01 +1.087202970078035946e+01 +6.121950809249838699e+00 2.015515779484904613e+01 -3.000485185194023074e+00 -4.205387500924253175e+00 -1.195506808321800918e+01 -3.387161874638887582e+01 +9.061871442798917542e+00 +2.301596063951464544e+00 +1.392980201687657882e+01 +3.018564231574131895e+00 +1.210211796979193366e+01 +1.748106261728891297e+01 +7.934189841727160797e+00 +1.004798065822743069e+01 3.387161874638887582e+01 -1.137446184822134398e+01 2.031017526945508678e+01 -2.152055569020573955e+01 -1.338064629589732135e+01 -7.968531944850795412e+00 -1.523919839961931189e+01 -1.297196464895260704e+01 -1.140142064111320508e+01 -9.808738644373065085e+00 -1.179272483629991086e+01 -6.405121040292684143e+00 -1.035807546679988889e+01 -5.192329432812329060e+00 -5.126638401874529904e+00 -1.592869264995033518e+01 -1.175271187601235567e+01 -1.177004870114262758e+01 -8.198217694029708014e+00 -1.143329230809787589e+01 -8.040604341482435302e+00 -9.648094982141756759e+00 -1.664226888642704694e+01 -1.602489541100173653e+01 -1.466430945639739036e+01 -1.323622004347407710e+01 -1.275915765021649406e+01 -9.595492838347794873e+00 -5.627644284945773734e+00 -1.754003549125243921e+01 -1.139056125168849576e+01 -1.107706768630664840e+01 -2.264375513345511592e+01 -7.128934193597402214e+00 -1.871291989958642432e+01 -1.487695552956240874e+01 -5.322699211112521311e+00 -5.628792303220023996e+00 -1.245120683656006122e+01 -1.069741396439584946e+01 -2.152055569020573955e+01 -1.618775107468020735e+01 -1.312149035431143318e+01 -5.491636065245472764e+00 -1.541449524969938523e+01 -9.544934825976312709e+00 -8.819433454658337723e+00 -1.369598909957750266e+01 -8.490639194699397763e+00 -8.455250016334275642e+00 -1.264515089184941132e+01 -1.777570632765342395e+01 -3.687482100357300396e+00 -8.984175570705644986e+00 -1.192580469289620737e+01 -1.177817250506573998e+01 -6.422755108379789135e+00 -1.512452466424859665e+01 -1.361432041608287591e+01 -2.008338887225376368e+01 -1.283093081995539819e+01 -2.521005640298059802e+01 -1.390396600408914196e+01 +1.314523653597979092e+01 +1.432553069357921061e+01 +9.379812850869328145e+00 +9.175781899900343319e+00 +7.726505839029442768e+00 +5.008736896290457707e+00 +1.225013840882108695e+01 +1.090930024392899611e+01 +1.162232240312877707e+01 +9.447485792817559513e+00 +6.117926409342587135e+00 +1.129479220820603302e+01 +1.136015690195324623e+01 +1.089602210880721600e+01 +5.984901558163656432e+00 +1.679383112898717911e+01 +3.372217148110465246e+00 +8.218985386528729009e+00 +1.387305517543192934e+01 +1.189759315833917697e+01 +1.296935528657373027e+01 +1.522380068403451503e+01 +1.104630447458548304e+01 +3.057457970426527538e+01 +2.031017526945508678e+01 +1.825869708270907665e+01 +1.248760223384138612e+01 +4.645793634573649911e+00 +1.461897972096618048e+01 +8.083846608994164740e+00 +1.428988438704162434e+01 +3.654407304660992395e+00 +9.614924842447479136e+00 +1.863500551489318013e+01 +1.142879358114798549e+01 +3.509946156748156909e+00 5.701864067379958101e+00 -1.714070044686634731e+01 -9.970140644770111749e+00 -1.023851258957141397e+01 -1.850560931204591952e+01 -2.251357094513329571e+01 -1.019457035093144270e+01 -8.416316263087708194e+00 -3.877590344153219348e+00 -8.748695114392489813e+00 -1.131584020333436058e+01 -1.527524035251492762e+01 -1.239016996782332569e+01 -1.005418837009044353e+01 -1.172905160328585339e+01 -7.329843681074919459e+00 -1.207866252094322590e+01 -1.336483210454746029e+01 -1.376372077333815014e+01 -1.585150423578230061e+01 -5.220678067398324629e+00 -1.271870131320339681e+01 -6.875086601333407543e+00 -1.037622257549971039e+01 -3.772109282619780402e+00 -1.073048745538802962e+01 -1.504913240096560401e+01 -1.714979452958971251e+01 -1.840238857564791886e+01 -1.690561441402184073e+01 -8.126461506047803596e+00 +1.569943694266248713e+01 +9.425206882791258067e+00 +1.497603210047370226e+01 +1.193965314376592346e+01 +1.619769824214949949e+01 +2.749881628060019523e+01 +6.266758214455151688e+00 +1.251582596034019446e+01 +1.199832973920047152e+01 +6.438664091100335440e+00 +8.295352035238110489e+00 +1.649108995413604362e+01 +8.112292861038596925e+00 +1.421811986710815745e+01 +2.412511978633801846e+01 +9.853134135998914189e+00 +1.322675690273420912e+01 +1.492990260548982917e+01 +9.538275764614425611e+00 +1.111169678004858952e+01 +1.406732577471045431e+01 +1.040199004035410724e+01 +9.732695422349834757e+00 1.522380068403451503e+01 -1.251245396313545655e+01 +1.590420606343222687e+01 +7.870696279204437928e+00 +2.024644089428524296e+01 +2.308033273378080708e+01 +1.016409576853898500e+01 +1.057456831404940090e+01 +2.388055720635560419e+01 +6.529630814715929432e+00 +4.669424215984193438e+00 +2.373018621374211534e+01 +8.127441222945947175e+00 +9.456565348311457342e+00 +1.653617078724307987e+01 +1.227574472084771173e+01 +1.213444464965026270e+01 +7.080433644534778637e+00 +8.143473741435798274e+00 +1.837749922968319538e+01 +8.478428335489738288e+00 +1.206818307689340486e+01 +1.696444048000968507e+01 +9.275005619115688660e+00 +2.055111469526764267e+01 +7.086299510312073835e+00 +7.738318964606449413e+00 +2.045652129045747358e+01 +9.008641269273311991e-01 +1.714703492044105815e+01 +2.017084377320439614e+01 +4.701051546462849728e+00 +1.893040519968208457e+01 +6.893154402772154299e+00 +1.628578350265144081e+01 +1.800989178202449637e+01 +1.344891168826323735e+01 +5.228055035377394688e+00 +2.190438507652805811e+01 +1.427411314756537308e+01 +1.046834396893589769e+01 +1.536677828627549047e+01 +1.691019415709862983e+01 +1.527524035251492762e+01 +1.245944624471803763e+01 +1.308889964482162327e+01 +1.066943221632327266e+01 +9.960807878442906826e+00 +9.284470796710479590e+00 +1.510484071357953439e+01 +1.027923548343068205e+01 +1.804044564427245234e+01 +1.079750585393263407e+01 +1.965812945396427835e+01 +2.001264026346507308e+01 +1.777122298710909831e+01 +7.655256216818557391e+00 +1.009983036059601602e+01 +6.956227906989582266e+00 +8.941257272787652255e+00 1.420874634020724159e+01 -1.755718108213042683e+01 -1.268152094312428346e+01 -7.407626193958009253e+00 -1.684678253260700842e+01 -1.314198096938437743e+01 -1.465712112342887963e+01 -2.000939529407945372e+01 -1.827980400545897055e+01 -1.333866477793387162e+01 -1.831263108687797114e+01 -3.662260075250792113e+00 -9.750206720947076633e+00 -1.611249585780163329e+01 -7.754045984612218945e+00 -1.002451396336995515e+01 -1.100304505376742270e+01 -1.491521656863413625e+01 -1.845844226142349953e+01 -3.041665128948594088e+01 -1.597501459827134340e+01 -1.298511954775322863e+01 -1.012529190095541765e+01 -1.132805084356380121e+01 -7.872276858235252917e+00 -1.199683778921462363e+01 -1.262964849457142691e+01 -9.910012583409383069e+00 -2.387741224319914579e+01 -1.530743421075554522e+01 -1.051172043604526607e+01 -1.197197073006465473e+01 -7.962238040471689260e+00 -1.084284009049510189e+01 -1.472383849325235872e+01 -6.388081419335648548e+00 -8.385409699277971640e+00 -8.939992915794832129e+00 -1.586345907914656550e+01 -1.135420549628901199e+01 -1.181795459670914283e+01 -8.495032570997025800e+00 -7.711366212575100576e+00 -6.644035219063610498e+00 -1.705213164905498502e+01 -3.387161874638887582e+01 -1.392790976410994119e+01 -1.170417294769364958e+01 -9.655756870017029314e+00 -6.172055704348991867e+00 -6.324584700793820957e+00 -3.439584593843406424e+00 -1.216283853712640450e+01 -1.498979170864284072e+01 -2.016914827136125155e+01 -7.437124974314286874e+00 +9.897395131132370238e+00 +5.202569968703329550e+00 +1.279834797154094872e+01 +7.968453075887623527e+00 +1.270757207715196557e+01 +1.575094983851148811e+01 +5.265258214841054496e+00 +5.989632006529916453e+00 +1.825143528082084288e+01 +5.588424677232680438e+00 1.057784355651142505e+01 -1.240343239698162847e+01 -1.360826705480737076e+01 -1.163285605350908725e+01 -1.606224333733945286e+01 -2.743855196611727365e+01 -8.211576064112009021e+00 -3.387161874638887582e+01 -2.944514975222631392e+00 -1.057594798316050344e+01 -1.210218817612059183e+01 -6.479395845301525014e+00 -1.771371115459044177e+01 -8.780716372089628408e+00 +6.683159318539281912e+00 +2.242314175484787597e+01 +1.265616291339964050e+01 +3.723750535479553037e+00 +5.554950818654148748e+00 +8.349507561354499785e+00 +1.406740619910176804e+01 +8.784724586313586769e+00 +1.079213357414367636e+01 +1.190091605418382414e+01 +2.008946517340579874e+01 +8.306322110189270802e+00 +1.562851378586432816e+01 +1.522380068403451503e+01 +1.385131617571236973e+01 +8.836840194825597905e+00 +1.192168963496239087e+01 +4.725867257188077986e+00 +1.270100133072111248e+01 +6.964854390934007711e+00 +2.021671191336267270e+01 +7.662613368892252197e+00 +2.522480869087800670e+01 +8.683025410465447180e+00 +1.419475181583121071e+01 +5.735036869479202437e+00 +1.668468660005549964e+01 +1.738442083825886186e+01 +1.933871440888333382e+01 +2.288905008900279370e+01 +5.848382442671820058e+00 +1.185339566524116606e+01 +7.112964668017497161e+00 +1.150783659646684498e+01 +1.179570022624767489e+01 +1.387171480135229729e+01 +1.009369037705357641e+01 +2.312471460558002434e+01 +1.070003201744867738e+01 +1.683144330646599940e+01 +1.095773752624459974e+01 +1.352243178471690044e+01 +5.975851283051824225e+00 +1.984317214338072688e+01 +1.054744316702445417e+01 +1.426636398082125368e+01 +1.799168400617753605e+01 +1.763551076122668348e+01 +1.898309327694414606e+01 +9.849150165377025701e+00 +9.583850600988270685e+00 +1.200122303311093219e+01 +1.465783591941548991e+01 +7.642294301647993393e+00 +1.034834149295987515e+01 +9.367830867479980839e+00 +1.000308301178249337e+01 +1.243658291715838971e+01 +1.958484133175183217e+01 +1.164613475508619445e+01 +1.664090197106351354e+01 +1.075889750488659047e+01 +1.710487492370370433e+01 +8.176245040094372030e+00 +1.860549909655026113e+01 +1.160954843462043584e+01 +1.702504838375777751e+01 +1.149193089137226309e+01 +1.184534450370691161e+01 +6.797112738074758909e+00 +1.507191027197114863e+01 +2.190438507652805811e+01 +1.465918075532619014e+01 +9.660681503605218268e+00 +1.821612973128470969e+01 +1.973664100470044502e+01 +1.064808121088047699e+01 +9.972836488918389364e+00 +1.206925482413839745e+01 +1.562767440375804995e+01 +1.259228600074126803e+01 +1.634445563256227274e+01 +1.732010811462079403e+01 +1.252163781749530358e+01 +1.294008010520278162e+01 +7.229180026511855317e+00 +1.395963834581606022e+01 +1.199929379449396549e+01 +1.525586728061162489e+01 +1.707272824044528647e+01 +1.089376338287075896e+01 +9.573451170552857548e+00 +1.195506326594812663e+01 +6.040160763426243307e+00 2.190438507652805811e+01 -6.714984019404326432e+00 --1.734709787277211035e-01 -2.851470246927082997e+01 -8.281631820766591545e+00 -7.774915500025102233e+00 -7.445275349041480695e+00 -1.497770066252205368e+01 -5.195750078145493944e+00 -8.527818101911108783e+00 -1.759707750149560468e+01 -1.362181632927334363e+01 -1.069675266859668739e+01 -1.611962315674550439e+01 -1.259818576541132984e+01 -2.656226526637134100e+01 -9.589861748517279239e+00 -1.022636137167206982e+01 -6.490529570989764352e+00 -2.982018781248123673e+01 -1.459045585330558481e+01 -1.555017868713575524e+01 -1.046484712698529052e+01 -1.225431848877771301e+01 -2.251357094513329571e+01 -2.414923341430338155e+00 -8.873288313706765962e+00 -1.382530649473780215e+01 -1.385676266776522425e+01 -5.853487368189064455e+00 -6.821843348748075186e+00 +2.605588822166586738e+01 +4.064952848287560982e+00 +2.586272370837718881e+00 +8.054621496503671096e+00 +1.301407718551588744e+01 +1.303359885025948017e+01 +7.724146775370911655e+00 +7.909016787157014505e+00 +1.328447199972087844e+01 +7.070787461345233282e+00 +1.682624228682644230e+01 +1.141746866392172421e+01 +1.126475100119144201e+01 +7.095112378920745755e+00 +1.035304572455960681e+01 +9.843720506083883492e+00 +9.098721152822577096e+00 +1.390540426697292276e+01 9.949565962867623625e+00 -5.926768211728983715e+00 -1.464519757619940776e+01 -4.602708176415688968e+00 -2.194577516010623697e+01 -1.016283843005642495e+01 -5.345092839707760390e+00 -1.322459445497854347e+01 -7.841309785070649241e-01 -7.258910422866748036e+00 -7.093099958385991499e+00 -2.841438863233243239e+01 -5.368439437803175451e+00 -1.120656778974185386e+01 -1.441498878017027607e+01 -1.028239324568455970e+01 -1.793651363185699665e+01 -6.218810025424772903e+00 -4.566253568172029986e+00 -1.084121145025251565e+01 -1.644604881369200200e+01 -7.052920090648271412e+00 -9.518436664959324389e+00 -1.117586615146372253e+01 -9.907160444688287271e+00 -1.248435697033092140e+01 -1.600842734942284551e+01 -8.646329616639732762e+00 -1.545000128910919557e+01 -7.745184827950055251e+00 -7.287513316472399083e+00 -1.507087744267765572e+01 -3.049887320084593512e+00 -8.722735389903235159e+00 -7.827781391385244092e+00 -8.645458731511553196e+00 -1.906113937502503575e+01 -4.583529846322903722e+00 -5.119941852585597530e+00 -8.272251666865614084e+00 -2.388055720635560419e+01 -1.359341882024196480e+01 -8.171725278881169174e+00 -1.269354408830700720e+01 -2.102927452396120600e+01 -9.948524172459883630e+00 -1.362865224156038835e+01 -9.126617575598828580e+00 -1.088493723120291179e+01 -4.271283765629959817e+00 -8.717932138864341596e+00 -1.224478303993073780e+01 -8.910139964030221904e+00 -6.646651587508074499e+00 -1.250002588829799777e+01 -1.126347319728914442e+01 -8.313475670153209762e+00 -1.207990945336007371e+01 -1.339202160980961764e+01 -1.226005552293621292e+01 -1.443087838036807113e+01 -1.179272483629991086e+01 -2.042115142671920580e+01 -5.966305490055077598e+00 -1.418826236674985353e+01 -1.378272659756591167e+01 -6.819738888540300081e+00 -2.011840797241086420e+01 -1.613320874542502281e+01 -1.043384982274604056e+01 -1.262392646025872978e+01 -1.816347870868507641e+01 -8.977823689960871434e+00 -6.218810025424772903e+00 -3.387161874638887582e+01 -9.352880145078088958e+00 -6.414234665034840077e+00 -1.310167978162373004e+01 -1.965248621369239856e+01 -7.681479141798817523e+00 -8.171725278881169174e+00 -1.382801494597543979e+01 -1.017528381011541683e+01 -1.709430874070547191e+01 -3.881373790758239295e+00 +1.533842294064339740e+01 +9.295597158774270952e+00 +6.388996970787147234e+00 +1.026633652949658426e+01 +7.718263371164823639e+00 +8.106699254359128304e+00 +6.344956603403346662e+00 +1.159365865455865219e+01 +1.508844312542298383e+01 +2.142194429832505875e+01 +1.132805084356380121e+01 +6.945460192125821663e+00 +1.652666310340218558e+01 +1.098954417768770497e+01 +1.208010894638161403e+01 +1.621547573611682935e+01 +8.515292407772534489e+00 +2.358068757984793251e+01 +1.186598443819271154e+01 +1.101646965908325626e+01 +9.878195630281524586e+00 +1.142879358114798549e+01 +1.803323947848654996e+01 3.387161874638887582e+01 -6.690059851640697275e+00 -5.934494462793239222e+00 -2.179623118058518116e+01 -5.757241657510121513e+00 -1.947970799712318524e+01 -7.909783671562436780e+00 -1.109769963712921026e+01 -1.094174814230994741e+01 -1.349070901604186190e+01 -9.070555385052131214e+00 -1.683986327669350658e+01 -1.844607272102497575e+01 -1.075864211826592509e+01 -1.325149728669653371e+01 -9.457896583097522125e+00 -3.273704951284358344e+01 -1.312868151044692411e+01 -1.443917113827951937e+01 -7.108033924484175259e+00 -1.537951169224540138e+01 -2.533198148037669739e+00 -1.231517314585724421e+01 -1.438307056759659019e+01 -8.133923324115670539e-01 -5.821981790966063386e+00 -6.269202781769351418e+00 -1.022337492187490682e+01 -7.344944797341966591e+00 -6.223357353710042617e+00 -1.147797546255171142e+01 -1.880835930277133627e+01 -8.086605945814241636e+00 +1.160846593735203669e+01 +1.293084914239423711e+01 +1.963386320910633742e+01 +1.125513612252757412e+01 +1.158531246011494886e+01 +1.047224935646443100e+01 +4.561332272167788915e+00 +1.510992084337009089e+01 +6.350206032637956355e+00 +1.206679904903049305e+01 +2.174605440998770689e+01 +-2.770325281298369191e-01 +1.490686162593243580e+01 +1.384654887908297383e+01 +7.900828621335875823e-01 +1.138925985161431242e+01 +4.519671156379800436e+00 +7.373804645596194973e+00 +1.099363004323173243e+01 +8.596265159876026019e+00 +1.345166646656157639e+01 +1.167590929055637616e+01 +1.263932422990909288e+01 +2.276853922432607646e+00 +1.194663384682071694e+01 +1.416959098473711265e+01 +8.099240731460383813e+00 +1.396496592832860983e+01 +1.233932935356862970e+01 +1.090006388953804617e+01 +1.209814066075422545e+01 +8.849588602477140853e+00 +9.221599423983164456e+00 +1.258590134083169687e+01 +8.912437476150941507e+00 +7.727731302776405187e+00 +1.276764492471966150e+01 +4.545454007438962662e+00 +5.542455725143128120e+00 +1.564689741938821044e+01 +5.781830134374686736e+00 +9.767216908296560973e+00 +6.076459711727622448e+00 +6.294693452384322541e+00 +5.966305490055077598e+00 +2.042778674802899275e+01 +1.116591647650324148e+01 +6.080435892787292573e+00 +1.133928308352592751e+01 +2.035934284478157963e+01 +7.069444178220855690e+00 +1.675310163942816644e+01 +1.177004870114262758e+01 +1.911616097683420890e+01 +1.451914177588089672e+01 +7.738014987804902489e+00 +1.635301282703952097e+01 +1.522380068403451503e+01 +6.953725474774330451e+00 +1.321750734564183460e+01 1.420715364052473717e+01 -2.507692329663585440e+01 -6.304658942549707490e+00 -1.452975272783741900e+01 -1.217243197406575916e+01 -1.194087908200765469e+01 -1.352938316250023831e+01 -1.380460618964637831e+01 -1.558431543372975625e+01 -7.191482104305592316e+00 +8.881842283812204641e+00 +1.258631213595957377e+01 +1.946360171923956273e+00 +2.039388552521161557e+01 +1.197670768715242673e+01 +6.556843131069456376e+00 +3.654407304660992395e+00 +6.938250131291439970e+00 +1.055435021085287417e+01 +7.783018317997502322e+00 +7.632525782024629279e+00 +8.467708011627991027e+00 +6.371689332183777310e+00 +9.727595913172962128e+00 +2.783945449415513451e+01 1.330731066849078559e+01 -3.374983181994650749e+00 -1.230746945296144190e+01 -1.055052796271958471e+01 -1.826991460905557574e+01 -1.660976810443061424e+01 -2.982018781248123673e+01 -7.033747105485929296e+00 -1.261350642480670103e+01 -2.032085695073430998e+01 -1.316457562666343506e+01 -1.073356948327736404e+01 -1.492832237067283074e+01 -1.019637499784344925e+01 -1.011440182915495711e+01 -9.050719360398673530e+00 -6.612097785363445723e+00 -1.291747137146361979e+01 -1.216444770774559458e+01 -1.866802446997367326e+01 +8.871511772445359156e+00 +8.651440332647510445e+00 +8.326603702353196468e+00 +1.448198117403853757e+01 +1.199179478098895402e+01 +8.606678562138142752e+00 +2.118440947205573366e+01 +1.522201094914680652e+01 +1.177998496863902744e+01 +6.840570981290809982e+00 +1.129273659020205400e+01 +1.108069738629912138e+01 +9.211041794366181534e+00 +8.605576717975438328e+00 +2.884344247777491432e+00 +1.027222732579225806e+01 +1.074171761613042975e+01 +6.113741321238094883e+00 +8.868175457490664826e+00 +7.966673141124005042e+00 +6.592858570313282485e+00 +3.028326354608324777e+00 +1.280711889333234410e+01 +1.176908407613287011e+01 +1.057784355651142505e+01 +2.073648989801502296e+01 +7.125076118089239685e+00 +1.254537844377620104e+01 +1.008860132597206416e+01 +1.070003201744867738e+01 +8.439087033793612136e+00 +1.335106268428519627e+01 +5.406922089179801105e+00 +7.557540443847514666e+00 +1.430514018515583530e+01 +7.821795037439798648e+00 +1.792338886426210820e+01 +1.173408819431151073e+01 +1.136941923006834543e+01 +1.045335524887033785e+01 +1.367222814688268784e+01 +1.474112812049278887e+01 +1.025087131431082810e+01 1.706897604791207357e+01 -1.691939949467948168e+01 -1.291747137146361979e+01 -3.241092852348486986e+00 -9.787280724469525239e+00 -1.858861680442655029e+01 -2.037771202108505975e+01 -1.001287375591388695e+01 -1.564986414418767424e+01 -7.047177254279091585e+00 -1.168637420970728158e+01 -4.441448933279303901e+00 -1.211788195630826692e+01 -9.045998510818947125e+00 -1.093007592271830219e+01 -6.256098517332290498e+00 -9.634025908703378605e+00 -8.768460694385282750e+00 -9.093138975674591507e+00 +1.430528267645419760e+01 +5.767981665577011086e+00 +2.148702652354165821e+01 +1.073534223040149982e+01 +6.804601652026519787e+00 +8.252750588816255117e+00 +1.042646369010594753e+01 +1.982698040636206827e+01 +2.603541866131216409e+01 +2.466544400935259773e+01 +1.559564709412390471e+01 +2.181396526289007909e+01 +7.609924165417680797e+00 +1.566938775225197844e+01 +7.791418998530986073e+00 +1.968477548512910857e+01 +1.817113768628139781e+01 +9.971381470426052829e+00 +1.317490066484432987e+01 +1.076346937295933515e+01 +2.933588190177887611e+01 +1.164467637852456505e+01 +1.337922360689853463e+01 +2.142993869752490355e+01 +4.972927682819488382e+00 +1.350571625348855775e+01 +1.754670666005320356e+01 +2.313909611307781233e+01 +1.522205320258886729e+01 +1.259818576541132984e+01 +5.541955908085640203e+00 +1.274081530383647021e+01 3.346458197279090996e+01 -4.375501424613972290e+00 -2.483208239688887886e+01 -9.875943476371872976e+00 -1.435328368226250007e+01 -1.920989387966805850e+00 -1.300271120841932770e+01 -9.478036728525225385e+00 -6.866860326214208499e+00 -1.057324092162862428e+01 -1.189226926792373717e+01 -5.539033544887203675e+00 -1.109258958160160091e+01 -1.133947624114466635e+01 -3.523765453543333592e+00 -6.600590491806840987e+00 -2.305241509880325168e+01 -1.102928278931719319e+01 -1.103471910765337327e+01 -4.270854428141770143e+01 -1.221429739332459974e+01 -6.882493532867343333e+00 -8.419515919475841770e+00 -7.535467502542118723e+00 -1.219632664752099060e+01 -1.666428278992137280e+01 -2.155770687570084476e+01 -6.687597045376662663e+00 -1.293417029032015364e+01 -1.755340862633384802e+01 -1.433711643184707896e+01 -9.738433392950256007e+00 -9.923236917397716184e+00 -1.743168984715714487e+01 -1.062405665519118259e+01 -9.740606203682915520e+00 -1.089742299192985797e+01 -2.737720013400581820e+01 -1.201323019141675275e+01 -1.628367865322459807e+01 -1.827860681877578486e+01 -4.609057353479883545e+00 -2.407498074625095796e+00 -5.777452772928725722e+00 -7.429671738147774818e+00 -7.321566593228965303e+00 -2.743855196611727365e+01 -7.425875514688200951e+00 -1.453434207898922637e+01 -1.826475017404725065e+01 -1.451442510775935091e+01 -2.190438507652805811e+01 -4.155427840230231595e+00 -1.628596884943259226e+01 -2.009188286941726176e+01 -1.663321332203808822e+01 -1.454715889184988953e+00 -8.213100690911588231e+00 -1.645235680155079194e+01 -2.953016499007667051e+01 -4.940336507815246136e+00 -1.266869151409929373e+01 -7.679178019897094032e+00 -1.713965036869302594e+01 -1.868713106994205475e+01 -1.175318122854517355e+01 -9.540754700110383624e+00 -8.872718879281165982e+00 -6.441181066598744565e+00 -1.916721287292139664e+01 -1.837659088167958998e+01 -8.407645631485479498e+00 -1.373789562865172798e+01 -2.190438507652805811e+01 -3.085869181052061094e+00 -7.221645541859885498e+00 -1.278386197308945782e+01 -9.755793412187856006e+00 -1.630938600268034122e+01 -1.934026154679943943e+01 -9.538501745492609984e+00 -1.451442510775935091e+01 -1.669511908346771634e+01 -1.396514204127832670e+01 -7.409716924196729337e+00 -2.282338436326071474e+01 -1.148941646967539043e+01 -1.244073072457658213e+01 -9.568882403370452039e+00 -8.694212796111713715e+00 -1.101646965908325626e+01 -1.018511504523287670e+01 -1.151592633359989293e+01 -2.261499751250141799e+01 -1.031163649607260879e+01 -1.928519707015109930e+01 -1.723575190747250474e+01 -2.049950669219417421e+01 -1.562111305203680445e+01 -1.431867709786315856e+01 -8.202390825742696734e+00 -7.953032710900956204e+00 -9.414067801315965767e+00 -1.407240261784703250e+01 -6.251188261271309443e+00 -1.026120791096842311e+01 -1.097390762125253616e+01 -1.078880173020991151e+01 -5.545276966557011633e+00 -1.135817575130035095e+01 -1.600327068695972343e+01 -7.303330078543126547e+00 -5.748021614715582928e+00 -7.862386937055404701e+00 -2.154616976691890784e+01 -9.468180258908716951e+00 -8.462676556993230292e+00 -4.656265801044625618e+00 -9.524461155644843302e+00 -6.076569129898985011e+00 -9.640710161932034339e+00 -1.547972428639999976e+01 -2.008284783626120884e+01 -6.977381926481101004e+00 -2.244474961105285615e+01 -1.102082123397352120e+01 -1.729567362471057379e+01 -1.589511391659223705e+01 -6.222555654824347471e+00 +1.522380068403451503e+01 +8.180214836772378817e+00 +1.596329348508328394e+01 +6.682529444751310166e+00 +1.493309293310051089e+01 +5.052222184810361227e+00 +1.080239616545465253e+01 +1.765161851304596041e+01 +1.567095250562253739e+01 +1.254772922403164159e+01 +1.950216070628604825e+01 +1.181238837225443206e+01 +5.630397779634236599e+00 +1.679062833453950532e+01 +2.925756384763388951e+00 +1.043251948477715985e+01 +1.850560931204591952e+01 +1.290960218239740698e+01 +8.220401362274202484e+00 +1.661816780032269492e+01 +1.981188122709274069e+01 +8.766292407541229181e+00 +5.701864067379958101e+00 +5.365493022364660192e+00 +8.758938882410973292e+00 +9.292768531096527340e+00 7.332742850983223093e+00 -7.296973183218014469e+00 -2.312471460558002434e+01 -1.201437456444743646e+01 -1.397553759150174812e+01 -4.135324740215864381e+00 -1.730877896374167335e+01 -1.920190237318449533e+01 -1.316032250241177337e+01 -1.368596655020088804e+01 -7.079560677752581910e+00 -1.423766769550459799e+01 -1.571360112358192396e+01 -1.742009102713196000e+01 -8.092263855856032251e+00 -7.267773203180951214e+00 -8.720229992360970073e+00 -1.117209625749298141e+01 -2.229964640050943103e+01 -6.071328262059708436e+00 -6.414234665034840077e+00 -1.855780578186760010e+01 -1.193098003270156937e+01 -9.171984059527559907e+00 -9.408320438901910165e+00 -5.718644508500219104e+00 -1.123376013558876707e+01 -9.868663482801878217e+00 -9.085172276338198571e+00 -5.486073069836393756e+00 -1.964555792577991156e+01 -1.729567362471057379e+01 -4.565423472600443233e+00 -1.745198690174690626e+01 -1.314463759296693013e+01 -1.719971429818058084e+01 -8.592928283390364186e+00 -1.062102535807095194e+01 -3.409509091056818875e+00 -1.157407348863142715e+01 -1.148986325497824623e+01 -1.301407718551588744e+01 -1.620851471566986390e+01 -2.159402506636850205e+01 -5.223790604452972275e+00 -7.679032784994248573e+00 -3.387161874638887582e+01 -1.910086240320799789e+01 -1.888828074221009956e+01 -1.189226926792373717e+01 -1.605087310357720298e+01 -1.310881115188188062e+01 -1.125445214041158692e+01 -1.968752211658774343e+01 -1.618851636033220132e+01 -1.945566572415384599e+01 -5.162298559997054781e+00 -4.324683507126920290e+00 -1.344979300972852343e+01 -1.146445802637117595e+01 -3.650195184606403132e+00 -1.583419609787246429e+01 -1.690560223108678883e+01 -1.810894318303381567e+01 -1.206668324480264687e+01 -7.863679444094330506e+00 -1.227526118435365277e+01 -3.208226265919734033e+00 -1.288146539007769320e+01 -7.370011648041995045e+00 -9.154136558220756115e+00 -4.810885376811043557e+00 -7.366019996365864131e+00 -2.560225384134457727e+01 -6.478208518220895940e+00 -1.017141689866078025e+01 -7.598949306934869696e+00 -9.454570613335775420e+00 -1.373068411100896924e+01 -1.269626713815267749e+01 -1.412840783248228149e+01 -1.032655936976711075e+01 -4.320534064278618303e+00 -5.978402440926103623e+00 -1.228152477015427735e+01 -1.320838576968178302e+01 -2.140306093239908591e+01 -1.540799465087256692e+01 -9.279379720922207753e+00 -7.030225871727452613e+00 -1.096138032652935124e+01 -1.402439399692363509e+01 -5.435878446417603982e+00 -8.208398772040965241e+00 -1.079891015033689428e+01 -1.347558413927374943e+01 -2.429576723904860103e+01 -1.968429406614021104e+01 -1.091368484790618254e+01 -2.084486335680527702e+01 -1.142879358114798549e+01 -1.780877600251903914e+01 -1.191535152408016529e+01 -9.736239150945493748e+00 -6.780572163351664017e+00 -5.093046442271401020e+00 -1.252317670773315683e+01 -1.667142382931686484e+01 -7.771494257659824711e+00 -1.195856098446139981e+01 -6.721930749731043875e+00 -1.616134054760580341e+01 -1.086564937778101125e+01 -1.925301596996989417e+01 -1.377885882168773435e+01 -1.549841393179528382e+01 -1.986483805156917981e+01 -6.372218741734229752e+00 -1.246764227705190820e+01 -1.348483625372111305e+01 -7.528103289490914563e+00 -8.207012025380421960e+00 -1.690560223108678883e+01 -8.097716952299023774e+00 -2.082757420021391681e+01 -1.178856109260723883e+01 -1.190367839958692286e+01 -9.871415927056403916e+00 -1.566350764166006115e+01 -1.642016754993083794e+01 -1.878265799291698102e+01 -2.533198148037669739e+00 -7.459302702738469293e+00 -1.191535152408016529e+01 -1.257622539214048629e+01 -1.146703904902506110e+01 -8.196701721185647216e+00 -4.664252672784172660e+00 -7.755931065953504344e+00 -9.337722840153276138e+00 -1.440870042717193655e+01 -1.926016121024818517e+01 -1.285538999693919493e+01 -1.417275981674531238e+01 -8.671762868495292764e+00 -9.499510863344454492e+00 -1.535761655613748644e+01 -1.938840037150303885e+01 -6.620441823243382373e+00 -9.122598901581213227e+00 -1.479115229437397261e+01 -1.368596655020088804e+01 -1.182748077769863926e+01 -1.050258523642320085e+01 -1.904350960756806899e+01 -1.428582976945763505e+01 -1.582141546213773609e+01 -1.108914331612091075e+01 -1.500796758116462115e+01 -1.285384832120848841e+01 -1.008848211406700557e+01 -8.984402513598041651e+00 -9.993052565550513577e+00 -1.231268104813098319e+01 -6.549541765615373379e+00 -8.700946925844078805e+00 -1.200897458128170570e+01 -1.572689059777809462e+01 -7.872082741893962066e+00 -1.136760861891069396e+01 -8.778542126904540055e+00 -1.035635123371505983e+01 -8.264385542721271349e+00 -1.038428061198773378e+01 -7.859924945512446470e+00 -1.443203969917946949e+01 -1.214099580467180317e+01 -2.050971267566322354e+01 -6.684920081747222298e+00 -1.198777289904018062e+01 -1.287845574566794937e+01 -9.297911543417200164e+00 -5.324767127477173290e+00 -9.140067004744693691e+00 -1.142842554618380291e+01 -5.419467710021990570e+00 -2.090267302892131340e+01 -8.934548208602791419e+00 -1.600382549289888345e+01 -1.204683641770927238e+01 -1.334744918195997343e+01 -5.486073069836393756e+00 -1.166544922644112603e+01 -1.445169576993198746e+01 -9.580418808343992509e+00 -1.134184053721351404e+01 -1.086192711102953012e+01 -1.925283376936549473e+01 -1.331046337296152160e+01 -7.477788854654818351e+00 -8.438884950339328839e+00 -1.416394645371401850e+01 -6.298445508637158241e+00 -1.383772945039136459e+01 -7.464511842119350149e+00 -1.102104853237777604e+01 -5.261186562625347563e+00 -8.017057062288898805e+00 -8.198000984496928822e+00 -1.236895253401124251e+01 -1.088193905697822572e+01 -1.312654131841368610e+01 -1.513091730412716629e+01 -2.006325343847649378e+01 -6.664100223042353832e+00 -6.869169640070978744e+00 -1.377274861846983356e+01 -8.142624385113407470e+00 -4.109687670778789936e+01 -9.827448181989979048e+00 -6.939700048745265804e+00 -1.004054852326963498e+01 -1.114537100101536282e+01 -7.264005147601551471e+00 -1.855118010777870552e+01 -7.357322292284592891e+00 -1.234142628586700141e+01 -1.490132352059617915e+01 -1.849745873819090036e+01 -1.341955904524326115e+01 -8.420017381374961474e+00 -6.008535240188308535e+00 -8.155757605304799540e+00 -5.486073069836393756e+00 -2.716742275562154418e+00 -1.918044297231261908e+01 -9.381850305085862374e+00 -1.307131319880663511e+01 -8.273557087490701178e+00 -3.387161874638887582e+01 -1.057611371223319452e+01 -1.389101175985788927e+01 -1.706897604791207357e+01 -9.672332307061068946e+00 -2.190762713003790907e+01 -1.420087190667950949e+01 -9.740048453990894473e+00 -1.563293213585004082e+01 -8.580663018153202870e+00 -1.595290910259390671e+01 -7.803261184516614435e+00 -1.235007129038822882e+01 -1.542488642634057783e+01 -9.656749121272639513e+00 -1.900071039525128924e+01 -1.208369494157305724e+01 -6.564158835661558555e+00 -6.315010308997344168e+00 -1.420920486661833593e+01 -1.128192646124787757e+01 -1.472159080337411297e+01 -1.017741814832716329e+01 -1.474732700291102105e+01 -9.959724874087157787e+00 -1.764452589373452440e+01 -7.999977027659440409e+00 -1.287829127813708396e+01 -1.257074790853666002e+01 -9.384154497278245799e+00 -1.367559692610352329e+01 -1.112562936727287877e+01 -1.499449849663302814e+01 -1.352424869169546184e+01 -8.691465053254816553e+00 -3.387161874638887582e+01 -1.733258059041938282e+01 -1.438680602110645168e+01 -5.890946188798835692e+00 -7.159361458061141548e+00 -6.909648108490074492e+00 -1.321464995451765390e+01 -3.160070930929133226e+01 -9.569828166572406758e+00 -6.782760834705200637e+00 -2.851470246927082997e+01 -1.690560223108678883e+01 -1.433711643184707896e+01 -9.530558604066854400e+00 -1.361356529366585733e+01 -8.344062916234591398e+00 -8.685277917400512138e+00 -2.409741313852066469e+01 -1.727278643159203853e+01 -2.178412135893267987e+00 -2.177022614213095153e+01 -1.893814497764161331e+01 -1.144892561360866523e+01 -1.004234697869547688e+01 -5.239954677242479875e+00 -1.215098781991783028e+01 -1.978283763570176745e+01 -3.227252539954433530e+01 -1.373909854405300734e+01 -1.943672337198049149e+01 -1.243920624990805379e+01 -1.601777016373713991e+01 -1.011680271092406258e+01 -1.222861061487431300e+01 -1.395539797180569508e+01 -4.292742662941691378e+00 -5.760974088699967410e+00 -2.031017526945508678e+01 -1.157407348863142715e+01 -1.813865981769134805e+01 -3.884371428305811946e+00 -2.679963122248727814e+01 -1.506069509371522486e+01 -1.162567182467775240e+01 -1.527729843144868482e+01 -1.646483023287977687e+01 -1.641619727906287096e+01 -1.447954410629884592e+01 -1.269801632507781619e+01 -8.329180339585334991e+00 -3.387161874638887582e+01 -2.528825679416372907e+01 -1.677955998224594225e+01 -1.537279517279155527e+01 -7.784680206725141716e+00 -1.124517228574723049e+01 -1.225596433031391541e+01 -1.257370676701850698e+01 -1.021262757685306610e+01 -3.184841539831209900e+01 -1.330731066849078559e+01 -1.012789353932130609e+01 -1.652150275303188209e+01 -1.867082364209407785e+01 -9.483310967136915792e+00 -1.229515277868226519e+01 -3.835700874000401939e+00 -8.211576064112009021e+00 -1.553289026829649799e+01 -2.821487565849852786e+01 -1.282175541237572247e+01 -1.326070168791939352e+01 -6.319413925237682861e+00 1.157407348863142715e+01 -1.067635131552344774e+01 -6.251188261271309443e+00 -3.624042445178844218e+00 -1.461646125478114300e+01 -8.274593085701937412e+00 -7.165659811175316918e+00 -1.057784355651142505e+01 -1.812479753195255938e+01 -6.072631585583579295e+00 -1.249068932229531015e+01 -1.144968096136351221e+01 -1.388368524614514854e+01 -8.785117026426561893e+00 -2.051206513577700719e+01 -6.414234665034840077e+00 -6.306906463537274021e+00 -7.783541461585585353e+00 -1.442459179790022006e+01 -1.074036106451906392e+01 -8.365326918375899368e+00 -1.490436187520010947e+01 -3.609669269275300962e+00 -6.098258556282104337e+00 -6.127722520014302177e+00 -1.425603232703788592e+01 -2.773044648507004695e+01 -1.878350680900508962e+01 -1.219620974906051458e+01 -1.008098428213854447e+01 -6.924495762511185148e+00 -1.356285399140126913e+01 -6.937233293182771376e+00 -1.659969395661519798e+01 -5.383895257309802673e+00 -1.752863649920429623e+01 -6.365194836973742554e+00 -1.434882839682487088e+01 +1.409572737289701649e+01 +1.663643211213631901e+01 +9.085172276338198571e+00 +1.453697204329064618e+01 +1.517680661608198989e+01 1.522380068403451503e+01 -1.088094002067934696e+01 -1.076453984227943295e+01 -8.274593085701937412e+00 -7.477352245102366624e+00 -1.522749661418851019e+01 -1.558646925996451671e+01 -1.433711643184707896e+01 -1.311027217144680890e+01 -1.217001603894485129e+01 -1.404539166180312293e+01 -7.018891123834848145e+00 -1.057318674634657896e+01 -1.214842596351194004e+01 -1.420715364052473717e+01 -1.229929881923904134e+01 -2.158741006900449122e+01 -2.212899058640427086e+01 -1.097197989316001099e+01 -8.274593085701937412e+00 -7.136613814849098958e+00 -1.709055823533523721e+01 -1.585150423578230061e+01 -6.427077911621736916e+00 -1.882837129574598123e+01 -1.854766984267517671e+01 -1.225814063565916001e+01 -5.008736896290457707e+00 -1.130047011109297728e+01 -5.370442602439268853e+00 -1.678115543527215436e+01 -1.191921906788604701e+01 -1.866423361497214728e+01 -1.220329111439232861e+01 -2.642551586194642255e+00 -1.447582867201488455e+01 -1.148644140583064654e+01 -2.488576345565608960e+01 -1.373320336579570267e+01 -1.460625539119280347e+01 -5.486073069836393756e+00 -5.096479373140496705e+00 -1.065682044213335189e+01 -1.504913240096560401e+01 -1.178683735641287456e+01 -1.200122303311093219e+01 -1.438349569798016603e+01 -1.831263108687797114e+01 -1.574453485324919200e+01 -8.072646035542504706e+00 -2.012047603171990318e+01 -1.066991349078891460e+01 -1.371851300777572646e+01 -2.389841689711346362e+00 -1.786896730493668883e+01 -1.180438856346987109e+01 -1.926911954325639442e+01 -6.694914505214725864e+00 -9.084994418145456052e+00 -1.056793213045050095e+01 -6.893811506889392149e+00 -3.982124001271728275e+00 -1.704880736838521216e+01 -1.443028964792287638e+01 +1.287173912439425294e+01 +6.749460952829039684e+00 +1.160234250806770717e+01 +7.253168923003016744e+00 +1.644739830977927397e+01 +1.506846206781378328e+01 +1.086204775852502280e+01 +1.230243409096007667e+01 +2.661625151372845721e+00 +5.584830966698135057e+00 +1.424232348300805029e+01 +1.089024323881405110e+01 +1.567518105350994517e+01 +1.181370648617198071e+01 +1.409537664478274621e+01 +1.817030267437660029e+01 +1.292961631702777936e+01 +3.585363056051122044e+00 +1.566348277576891235e+01 +1.045790863553300198e+01 +1.126025288593640994e+01 +1.196951403526287550e+01 +1.553990268336951885e+01 +1.985220630686436039e+01 +2.246703366847404482e+01 +8.321308145050480221e+00 5.403249069255551262e+00 -6.402505372706514208e+00 -1.792772644085202671e+01 -1.489791814788063107e+01 -1.167477695123807280e+01 -2.739459633752616696e+00 -1.704586521485911987e+01 -6.937397869484016155e+00 -1.804848379269087388e+01 -2.351344678714626468e+01 -3.307889970047497741e+00 -1.112007236399836074e+01 -1.032670875251491793e+01 -1.253222675039100409e+01 -1.438662175120708753e+01 -1.257106893934764003e+01 -9.504962167727150302e+00 -1.119665027900641974e+01 -1.304609143118072723e+01 -1.360654623739438307e+01 -1.027477842712474398e+01 -1.345630659890956338e+01 -6.851342836075204445e+00 -1.147184254377053492e+01 -1.049737526985347813e+01 -5.486073069836393756e+00 -1.218987798353477103e+01 -4.963226878237080086e+00 -1.422860862378817615e+01 -1.455021261282659850e+01 -1.345133645406579603e+01 -9.962628828885570442e+00 -2.287838086624920209e+01 -2.014702727896252554e+01 -5.701864067379958101e+00 -9.939750169099809796e+00 -1.137829582024779995e+01 -1.201327882719179740e+01 -7.541323422394484055e+00 -7.954180588156276599e+00 -2.084486335680527702e+01 -1.045888335769289768e+01 -9.011595718028559077e+00 -2.201915603011428857e+01 -1.225566950884957862e+01 -3.654407304660992395e+00 -1.545012900861880212e+01 -3.346458197279090996e+01 -1.854779895614061047e+01 -5.232742415147257020e+00 -1.684237317454243055e+01 -2.718919149704284166e+00 -6.456509284718165986e+00 -9.002452208488406882e+00 -1.114931426848671947e+01 -1.101646965908325626e+01 -2.190438507652805811e+01 -1.229929881923904134e+01 -1.053098938135534013e+01 -2.222551026968002930e+01 -1.579388230760356748e+01 -8.898113982074164596e+00 -1.560570700417083856e+01 -1.531280302080139677e+01 -1.333827388012905146e+01 -1.747567436859480949e+01 -3.743573835218597878e+00 -1.661610570486921290e+01 -1.611172908789447433e+01 -8.245380126926775688e+00 -1.284759004208198974e+01 -1.398306239026375408e+01 -1.283641151416988180e+01 -9.075313773008446105e+00 -1.146579089288377418e+01 -1.918978580127250666e+01 -7.965381691512504858e+00 -5.384970810049942713e+00 -9.554125305592805262e+00 -1.340779434420052496e+01 -1.934155695982926204e+01 -1.457804978595548562e+01 -6.654980038310569057e+00 -1.690729763391532003e+01 -1.251830773428271470e+01 -1.138704008162989112e+01 -8.692059529747822921e+00 -9.361436127880978120e+00 -1.239215671552986464e+01 -4.101464740305218015e+00 -9.549427968781927234e+00 -1.125400089251553482e+01 -1.376764774547211800e+01 -1.136946751177721637e+01 -1.113853808880112695e+01 -9.116231329259335325e+00 -9.328341197246359684e+00 -8.040406272666800191e+00 -8.391873694169404985e+00 -1.529860625380706551e+01 -8.168403669341245177e+00 -2.054903703173771135e+01 -1.857710054917315290e+01 -1.850560931204591952e+01 -6.924491770373506938e+00 -1.246456391719753753e+01 -5.841292373884400035e+00 -1.251354804280769883e+01 -3.467770103703585960e+00 -8.744394452405501283e+00 -1.433695669190643684e+01 -6.095029512323151266e+00 -1.615665836624643248e+01 -1.590463214225158595e+01 -1.160923718668307458e+01 -1.178273379485204941e+01 -1.956201523703036571e+01 +7.987118800926737094e+00 +1.561860526868936461e+01 +2.388055720635560419e+01 +1.461138040835061247e+01 +6.966189699983502237e+00 +8.667023437838736299e+00 +2.605588822166586738e+01 +1.557835711092029385e+01 +1.738749991269065731e+01 +1.628778922512699978e+01 +1.255610653611074667e+01 +5.821236481259575157e+00 +3.881373790758239295e+00 +1.207990945336007371e+01 +1.237567665031866682e+01 +1.195435016235701653e+01 +4.101434774531099947e+00 1.645594113395573288e+01 -5.483973385838240233e+00 -8.216949172986701910e+00 -1.895778456642636911e+01 -1.952009848451632479e+01 -2.042115142671920580e+01 -1.002897007934092244e+01 -1.770410709674514749e+01 -9.443486025787478866e+00 -3.104644279516942618e+01 -1.775886109451840866e+01 -1.697061730389967238e+01 -1.180643245048449330e+01 -1.116033421679905757e+01 -3.346999779491270033e+00 -9.329779710435573747e+00 -2.360247962450391412e+01 -5.836272878399427100e+00 -5.398180661872629571e+00 -3.485405645610319425e+01 -1.330731066849078559e+01 -1.262435739471190743e+01 -1.486101539457300191e+01 -1.366810637041038490e+01 -1.168886245054031292e+01 -5.167281929797184148e+00 -8.385745427089958071e+00 -2.047904032120570150e+01 -9.507906386166695256e+00 -8.612189237329971547e+00 -2.404003747904633315e+01 -5.105638270641165377e+00 -2.997245339370614658e+01 -1.724727100145641145e+01 -1.484491310675734610e+01 -2.145832660345510590e+01 -4.740503519929973208e+00 -2.023533278162587123e+01 -1.129915590000561565e+01 -6.854818004095477590e+00 -2.908802859284755016e+00 -1.687755393362306222e+01 --1.734709787277211035e-01 -3.686678201313270620e+00 -9.930992966545588274e+00 -1.169317468021718298e+01 -6.512044986706882810e+00 -1.620301692475189270e+01 -6.175943454191880733e+00 -1.010284951080981841e+01 -7.196013320146164460e+00 -9.241865312683657407e+00 -1.363225797788653892e+01 -5.820193088517640945e+00 -1.335680205440556279e+01 -1.811240402458568610e+01 -1.522944253641419721e+01 -7.542709728392068769e+00 -9.256145689698001888e+00 -1.038362350443554760e+01 -7.913331191994871006e+00 -5.711629922982552898e+00 -7.822860387433905771e+00 -1.420715364052473717e+01 -4.334768212583114178e+00 -1.358771224888906204e+01 -1.600822640498006422e+01 -1.270435944736679801e+01 -1.666400302871728911e+01 -9.839390075325610496e+00 -8.768639709195454657e+00 -1.068917974081351474e+01 -4.162534855014257573e+00 -1.369928987493386785e+01 -7.805306185808561281e+00 -8.986682457508038624e+00 -8.049789734383480777e+00 -1.124962756753208737e+01 -1.421917601446391188e+01 -1.358681698841043328e+01 -1.786049728990926155e+01 -4.743552754285857986e+00 -6.863203701720678396e+00 -1.424746081521655583e+01 -5.345709417680694742e+00 -7.377830829222318698e+00 -6.246637039783905720e+00 -1.738024162004364825e+00 -1.116770375546425953e+01 -3.920938816896935464e+00 -1.774886216848329923e+01 -1.157407348863142715e+01 -8.697380530792543141e+00 -9.270066559729073674e+00 -8.152572835479432456e+00 --7.920571101454072505e-01 -5.399051626131452508e+00 -1.323121369516213974e+01 -4.365882163347791334e+00 -2.914279279408077628e+00 -1.450118061208854670e+01 -1.716501885485972423e+01 -1.055693997614301338e+01 -1.479856971158011447e+01 -2.170087285494869889e+01 -1.544356671680696991e+01 -1.103706661631859731e+01 -5.065834123938586231e+00 -8.935765817654157672e+00 -1.219400489504218399e+01 -1.817629998687905868e+01 -6.194419427374143083e+00 -1.288721132692306526e+01 -2.152055569020573955e+01 -1.310062411234052604e+01 -1.969553922219368758e+01 -7.521341741793918345e+00 -9.590073382997928775e+00 -7.490224862489512248e+00 -1.246361034210764274e+01 -1.060905413674620945e+01 -1.544989871187335950e+01 -9.087962703179030655e+00 -1.070003201744867738e+01 -3.420967130266618028e+00 -3.553810619733303611e+01 -4.679752112336501568e+00 -1.986423799792734712e+01 -1.022354133211132421e+01 -1.199929379449396549e+01 -1.647821282017375211e+01 -2.096053276806311771e+01 -5.057679142398569638e+00 -6.799926209753849093e+00 -2.264375513345511592e+01 -1.926911954325639442e+01 -1.224273680789592333e+01 -8.767471313620376350e+00 -1.462410985569891864e+01 -6.393227899739343911e+00 -7.046119330500928868e+00 -2.270234269108418346e+01 -3.022521529123707751e+00 -5.083031573182651641e+00 -1.632614463471992394e+01 -3.273424413054779336e+01 -1.075197185196540772e+01 -5.740198687080280138e+00 -1.235915680585456755e+01 -1.385913316205081003e+01 -1.102206327153017185e+01 -1.893814497764161331e+01 -9.374274238716481022e+00 -1.534338164816078631e+01 -1.040137126788366118e+01 -2.016305596132454525e+01 -8.219239949267816314e+00 -4.980677731345608095e+00 -1.261011421177751402e+01 -1.251556408436799472e+01 -1.571723526046142183e+01 +1.589222750957686969e+01 +5.257327175941796327e+00 +1.002451396336995515e+01 +8.792256271323068972e+00 +9.844764982079325932e+00 +1.308554301092516425e+01 +8.392945893501646992e+00 8.365326918375899368e+00 -1.654705275272962695e+01 -1.601179654287132337e+01 -1.043607755658392477e+01 -1.333866477793387162e+01 -6.099680061838668621e+00 -1.039693060346779419e+01 -1.636905651930236161e+01 +1.434767624751368942e+01 +1.455465848344717017e+01 +1.052225219722039640e+01 +3.875438224881264659e+00 +7.967428051848159498e+00 +1.129137067071533806e+01 +8.269079818603742638e+00 +7.746770400305976523e+00 +9.906844949842096071e+00 +6.681592691618035929e+00 +5.261186562625347563e+00 +8.493735720589924654e+00 +2.272695814429818029e+01 +1.525586728061162489e+01 +1.085487734784369707e+01 +3.348992139494157527e+00 +1.225794598235655997e+01 +7.385938873300020191e+00 +1.755718108213042683e+01 +1.587219262833221478e+01 +8.422076106162762699e+00 +1.424627853995167470e+01 +1.335106268428519627e+01 +1.204282511132336708e+01 +9.559780299126884984e+00 +1.761811455972133444e+01 +1.446890951615080212e+01 +1.294510364858716400e+01 +7.535521291503329167e+00 +1.031127258465618013e+01 +1.175267950453179822e+01 +1.632863933233126374e+01 +1.560857011598898225e+01 +1.194932066182130370e+01 +6.497188332778407016e+00 +6.775616958356067698e+00 +2.560581266827972513e+01 +7.937937039413611728e+00 +1.850134792048118015e+01 +1.793771395246619704e+01 +1.252071685467808493e+01 +1.096824391217582217e+01 +1.679727283489407341e+01 +2.050187326088338580e+01 1.070003201744867738e+01 -1.832728059158655753e+01 -1.546254664896365227e+01 -1.045832564213793603e+01 -9.143512186340629455e+00 -1.800286913346435824e+01 -6.283633970058488671e+00 -5.990446428054980288e+00 -5.506890170599689327e+00 -2.698938472204943650e+00 -2.393261643128990102e+01 -6.329821682746256784e+00 -1.662032282019906404e+01 -1.275915765021649406e+01 -1.200184566747316239e+01 +2.773044648507004695e+01 +1.048458251943613107e+01 +9.949565962867623625e+00 +7.620014683067694250e+00 +2.867388734598152666e+01 +2.367077445492967058e+01 +1.646338205671003152e+01 +9.270751459087136936e+00 +1.127521527689891911e+01 +1.061702168593296847e+01 +1.413454971764997481e+01 +1.895962980020694033e+01 +1.127566566185544161e+01 +7.663589368398675106e+00 +6.561935174969420359e+00 +9.960807878442906826e+00 +1.287155692733041690e+01 +1.028099875378318018e+01 +2.629968895965726006e+01 +1.281557786416186673e+01 +1.891905091456776233e+01 +9.420231697165149853e+00 +1.132827187096758337e+01 +5.060696611795620470e+00 +2.564711729469408397e+00 From d3064c51a8608f792c9344073cedec6964d5400a Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 15:15:39 +0100 Subject: [PATCH 07/16] update --- task_3_predictions.csv | 3363 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 3363 insertions(+) create mode 100644 task_3_predictions.csv diff --git a/task_3_predictions.csv b/task_3_predictions.csv new file mode 100644 index 0000000..90639b8 --- /dev/null +++ b/task_3_predictions.csv @@ -0,0 +1,3363 @@ +8.157010427687055198e+00 +7.822694315832450229e+00 +8.119619011039503675e+00 +7.653257438662421919e+00 +8.896877411340483377e+00 +6.621631604373305890e+00 +8.371708860472153901e+00 +9.183918880576129595e+00 +8.157350862314160622e+00 +7.974484297644266917e+00 +7.005442730524464423e+00 +8.068996014482763712e+00 +7.316140842662207433e+00 +8.962814135140888538e+00 +6.844430990654018387e+00 +7.038082145857060823e+00 +7.869538112319332868e+00 +7.162839218954104581e+00 +7.860875606842910202e+00 +8.074967486741115863e+00 +7.649950873800662521e+00 +8.153345013193757040e+00 +7.897902374705608963e+00 +7.455017202066301252e+00 +7.885898014154463453e+00 +6.901451161436398252e+00 +7.840745954694739339e+00 +6.888198136283335771e+00 +6.641218496146393591e+00 +8.205223053997542593e+00 +7.989625415626505855e+00 +5.328003892487231496e+00 +6.273468207837140653e+00 +7.240887215919883602e+00 +7.452023021390232316e+00 +7.571722113446412550e+00 +7.463402988659254333e+00 +7.109010046586718090e+00 +5.589154232354303531e+00 +7.056467589831299847e+00 +7.996948363047977182e+00 +6.548297211917542882e+00 +7.061044011952617439e+00 +7.612793594961203780e+00 +8.238041654770313471e+00 +6.207733871710388485e+00 +7.515157760457441327e+00 +6.651085507437983324e+00 +7.808095427310036030e+00 +7.348476417015717743e+00 +8.744644944277752074e+00 +8.060929453682547319e+00 +8.398500867031998496e+00 +6.996756270561036217e+00 +7.750964438041137328e+00 +6.115479998434238951e+00 +7.052009515153713437e+00 +7.944010013033221185e+00 +7.878788549347973458e+00 +8.053605442719799612e+00 +7.472289123716564063e+00 +7.924138786139337753e+00 +4.858188478940974164e+00 +6.268494030751298851e+00 +7.125331379292674683e+00 +6.915827503946275101e+00 +8.094822598525752255e+00 +7.397875899841437786e+00 +7.483863734456008387e+00 +8.111004930827220960e+00 +7.746740544557724206e+00 +7.568573803755043627e+00 +8.042299620437461272e+00 +7.616898109486555768e+00 +7.924138786139337753e+00 +7.766919947983296879e+00 +7.433247199546713091e+00 +6.703629052291489643e+00 +5.338080702559636848e+00 +5.978823739908875723e+00 +8.234849985518394533e+00 +7.250239404237618146e+00 +7.689113782448657730e+00 +8.100451709385197319e+00 +5.643000596045567363e+00 +6.762650082056097744e+00 +7.647535085794061160e+00 +7.993093968475932343e+00 +8.359157474083076522e+00 +7.692587664083021082e+00 +7.713118233517889166e+00 +6.894797746326275956e+00 +7.326397322474349494e+00 +8.131884154727231362e+00 +7.662624044170570414e+00 +8.086842932344552537e+00 +7.898731882872652932e+00 +7.140348446275311289e+00 +5.997337042173512600e+00 +7.118405555115714378e+00 +7.953898380145801639e+00 +7.535059730859757110e+00 +8.089715579419589631e+00 +7.477207599465145904e+00 +7.505488186813181528e+00 +8.027820441755466163e+00 +8.282592688556178473e+00 +7.366684061577416287e+00 +7.810598269045840425e+00 +4.858188478940974164e+00 +7.538590293565903266e+00 +4.861940156597029272e+00 +7.118405555115714378e+00 +7.595986763737528236e+00 +6.663295416660730552e+00 +7.616700057955767988e+00 +7.429680197416473675e+00 +5.715954233260163164e+00 +8.136488895775073615e+00 +7.444873021698185767e+00 +8.183759298352470068e+00 +7.155824460797248321e+00 +6.966044648119805061e+00 +7.444873021698185767e+00 +8.204192324883933907e+00 +6.869228888791894860e+00 +7.616199794854765059e+00 +7.689871422649048327e+00 +6.707836920351837762e+00 +6.765965159881488944e+00 +5.956504319649411627e+00 +6.668070619427453494e+00 +5.925000108019048639e+00 +7.628849821444873669e+00 +5.511378538743429090e+00 +7.442440603562772594e+00 +6.998540889098876505e+00 +8.138372582602642069e+00 +7.070323451717285934e+00 +8.058442167894554586e+00 +7.581547958771352569e+00 +8.267644947310600401e+00 +8.090130709708319046e+00 +6.983139510747150780e+00 +7.911775657609268819e+00 +6.965842922226329392e+00 +7.500584404160235863e+00 +8.101543096068326122e+00 +6.560574815544441662e+00 +8.094976008235335030e+00 +7.422713504715829913e+00 +7.872545679005270358e+00 +7.651333945033911732e+00 +7.355250618186346401e+00 +6.874598337465158693e+00 +6.485402243269163591e+00 +7.177556813964656612e+00 +8.177583630550543603e+00 +7.694523602121080330e+00 +8.245382854106082959e+00 +8.111702726690509735e+00 +5.972413669940124237e+00 +8.067920144148956751e+00 +7.446441682919612504e+00 +8.235178384876235214e+00 +8.497468105667394411e+00 +7.618067472810253093e+00 +8.050314216513470456e+00 +6.390555728062281560e+00 +7.824324957791759516e+00 +8.401172113330176217e+00 +5.013299175471274793e+00 +7.094600686976264114e+00 +5.923234705134291289e+00 +4.858188478940974164e+00 +6.183153945220965397e+00 +6.615716812636946997e+00 +8.015670266279812495e+00 +7.581333408224963932e+00 +7.896863428961296449e+00 +6.696792402753089846e+00 +7.131319936549971317e+00 +8.327789864873466286e+00 +4.858188478940974164e+00 +7.078834764502062171e+00 +6.143389052340808121e+00 +6.960299589106853091e+00 +7.816635143238272576e+00 +8.669614474394620629e+00 +8.214233740025520092e+00 +7.118758347373386641e+00 +7.835499557051662123e+00 +6.633073145815615135e+00 +8.740351883031053148e+00 +5.473057925188641093e+00 +6.887432541294401744e+00 +8.241100149404701369e+00 +6.589573684339939064e+00 +7.433247199546713091e+00 +5.851416426580271946e+00 +7.049616094957855239e+00 +7.391561212823944516e+00 +7.760866695849017560e+00 +8.410352902103113593e+00 +5.480899982973824081e+00 +7.277879324373770942e+00 +7.229458990683724551e+00 +7.556556727654879069e+00 +8.103228888117882889e+00 +7.021037400491422886e+00 +7.486886632063942670e+00 +7.067849761817797116e+00 +7.710777095738194475e+00 +8.607305614215874812e+00 +6.456975351162327570e+00 +8.150445089842378366e+00 +8.268627911038947786e+00 +7.791863274875595380e+00 +7.778126188181431644e+00 +7.227431874986450566e+00 +7.250776606665567670e+00 +7.721995533771860210e+00 +8.402442859474376746e+00 +7.530214767328743619e+00 +6.312468569242355443e+00 +7.825201746697985072e+00 +6.366320101796645758e+00 +8.399926708509156015e+00 +7.429346353269920655e+00 +7.492673315022329916e+00 +8.126497708424267330e+00 +7.927165996365147294e+00 +8.149587622369836026e+00 +6.528854458319074183e+00 +6.025351166809286951e+00 +8.309687447278065520e+00 +4.853760848368892766e+00 +8.003369658209521731e+00 +7.754388186155665608e+00 +7.097197270806645975e+00 +7.061044011952617439e+00 +6.724985955777810887e+00 +8.095248833472851402e+00 +8.538572898106849607e+00 +7.965408100970307714e+00 +7.423536292144035542e+00 +7.313813838364239928e+00 +6.975740296813910390e+00 +8.310225228380659246e+00 +7.108518993243706063e+00 +8.444878263774171501e+00 +7.984256337284932670e+00 +8.270506788148850319e+00 +6.658651068050403410e+00 +5.902225202139106841e+00 +7.521218893373770698e+00 +6.219794407626523025e+00 +8.025529694244141865e+00 +7.578653301270151132e+00 +7.605381775686510082e+00 +6.270497350773894141e+00 +7.171683101586040721e+00 +6.595771203155891271e+00 +7.644475507875085896e+00 +6.730987276615906012e+00 +7.181836193353774433e+00 +6.734953566499825683e+00 +7.550143000128628046e+00 +6.991669910792097653e+00 +5.696091133677327889e+00 +8.063701456588660221e+00 +7.877268618268772116e+00 +8.156086905649772234e+00 +7.664145030758845678e+00 +6.196190880121321243e+00 +4.853760848368892766e+00 +7.184835830054453254e+00 +6.794857951821995812e+00 +8.478114953671138210e+00 +7.870389415794306842e+00 +7.510120828594153863e+00 +8.196074537710501318e+00 +8.953918370715655328e+00 +7.172053893228621746e+00 +8.022557887529728760e+00 +7.957390800929715624e+00 +7.529335448248275497e+00 +7.955528828805199737e+00 +7.638693349928416865e+00 +7.582818317453984491e+00 +8.047592514964890142e+00 +7.546893477467619959e+00 +8.315151429322668264e+00 +7.522253077821460465e+00 +8.153345013193757040e+00 +7.772978139322731295e+00 +7.238187120975453581e+00 +7.059743829147009819e+00 +8.092101575703964045e+00 +8.181364171328823431e+00 +7.191299146054461744e+00 +7.968520994405480451e+00 +6.163573454495690385e+00 +7.911775657609268819e+00 +8.185854588928577869e+00 +6.687725921057790401e+00 +7.489407363629197789e+00 +6.794857951821995812e+00 +8.026573138316052791e+00 +5.518340240986617573e+00 +8.379513695670993911e+00 +7.748148521868643002e+00 +7.882881154720053019e+00 +7.365737618646107876e+00 +7.374045198465864814e+00 +6.104559772626544145e+00 +7.331009672917844000e+00 +7.201764156106946757e+00 +6.040725062677211099e+00 +7.777149990015914227e+00 +7.921250694924310665e+00 +7.933702753454781487e+00 +7.225892093758830015e+00 +7.438923720344519097e+00 +7.804151477591858566e+00 +8.329172279278282076e+00 +8.277413426475959568e+00 +6.798734246778622037e+00 +8.060977090071901330e+00 +7.763356581011976232e+00 +7.096512081684068107e+00 +5.338080702559636848e+00 +7.393406656642127928e+00 +7.720149352676344279e+00 +5.964919231668318389e+00 +8.049904570990292996e+00 +7.716246574390424939e+00 +6.648780530226304109e+00 +7.011840804403163929e+00 +8.214526671026305848e+00 +7.769685632125401753e+00 +4.858188478940974164e+00 +8.068508526854202501e+00 +6.854107426021982974e+00 +8.089588440139323211e+00 +7.959135086129663250e+00 +6.502850712015970203e+00 +8.698234153715475259e+00 +8.486831015196457884e+00 +8.046900279442525061e+00 +7.918050933307767991e+00 +7.586578741598714259e+00 +8.478502930577633379e+00 +7.835411229312740033e+00 +6.489310711031521350e+00 +6.942770982457204809e+00 +7.719323310956497153e+00 +6.421747039289130043e+00 +8.036629222845476761e+00 +8.098265506660027313e+00 +7.599918259648347885e+00 +7.419772892449600477e+00 +5.830198220034617407e+00 +8.315087472954473924e+00 +7.893169552500239661e+00 +7.713213719817758829e+00 +7.663927411339500395e+00 +7.807016631706119369e+00 +7.172724170702167612e+00 +7.225637906010433653e+00 +7.451030438850921200e+00 +8.101346420650315849e+00 +8.896691141063911346e+00 +5.799412081750688230e+00 +7.002414733456589602e+00 +7.379605775490745145e+00 +7.051589974637408886e+00 +6.928664856650811998e+00 +6.539257808271941030e+00 +8.646531394326302689e+00 +8.229118675574682129e+00 +8.039703781038952002e+00 +6.992421415446642641e+00 +6.736238669355770980e+00 +8.122816897539905767e+00 +7.583790971891176014e+00 +7.641595755173511861e+00 +8.100848710711943568e+00 +7.804207850541388325e+00 +8.002047873061655991e+00 +7.134105096158691595e+00 +5.666645658778634242e+00 +7.946866742248857918e+00 +6.719337992611144728e+00 +7.240037880053932895e+00 +7.265306067835354042e+00 +7.068944684966027125e+00 +7.540811334766658547e+00 +9.176148285242106795e+00 +7.748860111990325095e+00 +6.859308895635876979e+00 +8.440980700064756093e+00 +6.111726387760427315e+00 +6.692529794559959555e+00 +7.843605864480650780e+00 +5.976679496158794791e+00 +7.486008259987556812e+00 +8.123865367375856295e+00 +5.900937799828625430e+00 +7.160951541294252820e+00 +7.839266638547542243e+00 +6.772022605505753745e+00 +7.482912369127916463e+00 +7.337292008998247184e+00 +8.069572061929648044e+00 +7.085865284549981880e+00 +6.055959147171051882e+00 +7.423280812030043307e+00 +8.473536180375958793e+00 +7.737417593504687829e+00 +6.918430120345419709e+00 +7.702065137182671606e+00 +7.113502771345793008e+00 +8.084027026924104575e+00 +8.409476205119517545e+00 +7.927217772127733042e+00 +7.578446585936944757e+00 +7.020198907983740355e+00 +8.071509735074414493e+00 +7.758933024052566907e+00 +7.666776035796829092e+00 +8.209991424438612739e+00 +7.444873021698185767e+00 +7.550628452340333752e+00 +8.520098413370760682e+00 +7.756496624591363798e+00 +7.550878784853011894e+00 +7.437663489319220389e+00 +8.080386473734506581e+00 +6.729031829987889068e+00 +7.747325182592248893e+00 +6.390555728062281560e+00 +7.909366767384653940e+00 +7.623166361395760759e+00 +7.486886632063942670e+00 +6.688065966981412203e+00 +8.540013570281644206e+00 +7.387866090060015267e+00 +6.962374193891719187e+00 +7.764736187970356696e+00 +6.794857951821995812e+00 +6.678298596671993437e+00 +7.678865347706050670e+00 +7.732503889600593538e+00 +8.834348530391253007e+00 +5.365418678233254468e+00 +7.576866908867486927e+00 +8.132409094341255695e+00 +7.741082467516207544e+00 +6.657181198889247753e+00 +8.133622955869213911e+00 +6.867445186215718422e+00 +6.281535886039364414e+00 +7.061267513262919238e+00 +8.018260179766002693e+00 +6.867445186215718422e+00 +7.257059901094635279e+00 +5.901567297873498319e+00 +5.851416426580271946e+00 +5.899004490059724048e+00 +5.788345169812600943e+00 +7.605124930967576802e+00 +7.500852504450449487e+00 +6.626847345030910219e+00 +5.630823999219956022e+00 +6.268093241786118597e+00 +7.803610536007909104e+00 +7.465245756371132302e+00 +6.013162737050606665e+00 +6.434441494961902208e+00 +6.538374221783669782e+00 +7.241600177483633161e+00 +7.162370975000612816e+00 +6.902730181200240622e+00 +7.131889461255468632e+00 +8.533225762873826170e+00 +7.030040606850434415e+00 +6.459182450664229691e+00 +6.694665204184730101e+00 +8.183699876479295199e+00 +7.906980908561308752e+00 +7.594896509633144888e+00 +6.745123174305263092e+00 +7.987726147875491733e+00 +5.013299175471274793e+00 +7.648982442436135898e+00 +7.200125229207515076e+00 +7.444873021698185767e+00 +8.252354887585170218e+00 +7.183026702659844887e+00 +6.968870784608952818e+00 +7.935450698301337980e+00 +6.201159212001584820e+00 +5.656536036075522134e+00 +8.181235838089833123e+00 +8.285417357098140201e+00 +5.822625759576112614e+00 +5.440896533275918046e+00 +7.583839590538900666e+00 +4.738903160671725345e+00 +8.455888256751677545e+00 +7.773468582294754015e+00 +6.864958400791238091e+00 +7.237698513859413652e+00 +7.614712848016097269e+00 +7.550878784853011894e+00 +5.557778141794415205e+00 +6.682698730706761125e+00 +8.185113386625289422e+00 +6.635840950730198529e+00 +5.797687329485597729e+00 +8.326246006180554105e+00 +8.012976581794191588e+00 +7.822468301775643340e+00 +8.429828754165555438e+00 +7.946261161575421283e+00 +7.615707710794140439e+00 +8.161727496983530727e+00 +7.869693112153527181e+00 +8.056234058140034904e+00 +6.964207323243044812e+00 +6.647061361786199996e+00 +7.724356681816061609e+00 +7.259536807070162467e+00 +8.068986323263288796e+00 +7.537392074978015444e+00 +7.565291841092857794e+00 +7.402057708235133759e+00 +7.406330094628174265e+00 +7.537392074978015444e+00 +6.279233861746888579e+00 +8.352398308149986406e+00 +7.260168074481953226e+00 +7.159995267905287619e+00 +7.475587471951712359e+00 +8.245209277900357847e+00 +7.267708824914734578e+00 +8.197884377440459502e+00 +7.709681402188380162e+00 +8.987863033630674181e+00 +6.330511475576258817e+00 +7.654632087564550602e+00 +8.091949595184360078e+00 +5.132713468505244236e+00 +7.077126778871843271e+00 +7.190649936273075582e+00 +7.093247553321816667e+00 +6.538038743636661820e+00 +7.541827150576864369e+00 +8.109197810018031305e+00 +6.676841800670899829e+00 +7.480122673669484357e+00 +4.858188478940974164e+00 +7.433519753149084863e+00 +8.240779076370472467e+00 +8.203862174682399200e+00 +7.515725523341643566e+00 +6.459182450664229691e+00 +6.995139959634343541e+00 +6.819369739123885665e+00 +7.453040172223154514e+00 +7.990531965253012459e+00 +8.184392502364971733e+00 +7.716551161559891625e+00 +9.223241143271934561e+00 +7.305592395365238190e+00 +7.272859412819798308e+00 +6.975740296813910390e+00 +7.119956806861409859e+00 +8.333426129997860698e+00 +8.016939944870046020e+00 +7.827957429824891733e+00 +7.601178331653045461e+00 +6.855564563621555862e+00 +7.227746577857487864e+00 +8.878394029982700886e+00 +6.986612088360288908e+00 +7.397783947579682717e+00 +7.999409386868592264e+00 +7.258531301865787100e+00 +4.858188478940974164e+00 +6.907322653099072340e+00 +7.959387483918817452e+00 +5.147601220487104001e+00 +7.712569383203117468e+00 +6.227192018952791841e+00 +5.450577904814508656e+00 +6.947527910718690691e+00 +7.924669136026750493e+00 +4.749820274179000990e+00 +7.506035122877165122e+00 +6.526734090346053563e+00 +6.730855136552236218e+00 +7.689793646983616782e+00 +6.953592140011551237e+00 +6.195365525230499770e+00 +5.535308001344219520e+00 +7.392301044799296506e+00 +7.427733756395809905e+00 +7.271092430764838355e+00 +8.348371831098120310e+00 +6.808146963365288684e+00 +7.162283749034941138e+00 +5.803569216680898535e+00 +7.974813654706849775e+00 +7.880383794199588010e+00 +5.504545767924355459e+00 +8.075512908956625324e+00 +5.560745551440049894e+00 +8.420516138306538778e+00 +5.930809219680213573e+00 +5.863951851790261571e+00 +6.815565053466798418e+00 +6.993845748742842261e+00 +7.922605371244117123e+00 +7.779064326961815823e+00 +7.373405992138032161e+00 +7.286072779063488269e+00 +7.331675374587575789e+00 +7.420380695557014405e+00 +8.071389529191492329e+00 +7.114394968138640252e+00 +7.475980629385958309e+00 +7.395471230266593921e+00 +7.584151538147580141e+00 +8.166192066946223349e+00 +8.514111842290276400e+00 +8.068778321473018877e+00 +6.729667665939814469e+00 +7.813372556179729145e+00 +6.261660547564588342e+00 +7.489437375278612308e+00 +5.654809446342824231e+00 +7.937326484232471557e+00 +5.656422315929376055e+00 +5.952905401586122025e+00 +5.673317419806153339e+00 +7.361940648058862280e+00 +7.719409236910905747e+00 +8.051757343614099227e+00 +4.858188478940974164e+00 +8.443487429282868106e+00 +8.065658810461172834e+00 +7.267680863888926979e+00 +7.837023226983546920e+00 +7.728510601680227410e+00 +7.560205251226307155e+00 +8.147475287281849887e+00 +7.180809898632560362e+00 +6.182786568620031176e+00 +8.373405819789695670e+00 +7.573065550670889934e+00 +7.154241440589885315e+00 +7.951085126691395999e+00 +7.186572867265567766e+00 +6.935154006595439569e+00 +8.322886063723217376e+00 +7.597039653040155827e+00 +7.161928288276612875e+00 +7.527197199643069325e+00 +5.560745551440049894e+00 +8.577386186547300895e+00 +8.547360889648189186e+00 +7.941813841611747193e+00 +7.421588550754677271e+00 +8.449212623092535068e+00 +6.112319267982911697e+00 +7.608461253026689519e+00 +8.019674421460422309e+00 +4.858188478940974164e+00 +6.627365414843552571e+00 +7.506703640152863954e+00 +7.864463737525056786e+00 +6.152293599609492958e+00 +7.860343595524227567e+00 +6.043406447426605155e+00 +7.012945241036959487e+00 +6.692529794559959555e+00 +8.995424439105136116e+00 +7.916789900054936879e+00 +7.257664364244192257e+00 +8.751235613737662788e+00 +7.924960099392592383e+00 +8.089094077320623910e+00 +5.997337042173512600e+00 +7.312172302552426117e+00 +7.588865739332504745e+00 +7.366318652048448712e+00 +6.989831620891891362e+00 +7.762630042348064308e+00 +8.256232368031305668e+00 +6.687725921057790401e+00 +6.794857951821995812e+00 +7.827297081746564800e+00 +6.540554007719947549e+00 +8.258868355556842289e+00 +5.504442497049240046e+00 +7.960999698940668168e+00 +8.137800633322967769e+00 +8.181165526135828259e+00 +7.695612033315228473e+00 +7.510515674719499657e+00 +5.349390230070184771e+00 +7.002414733456589602e+00 +7.638870439257516409e+00 +6.317080234025070240e+00 +7.332546928538704378e+00 +8.007826018980722438e+00 +6.936149243562795164e+00 +7.446773117821976484e+00 +8.202669803969456552e+00 +7.609313407438094146e+00 +6.890171003266004845e+00 +7.849597032332894742e+00 +7.925185362266347511e+00 +6.996630971064405458e+00 +7.529665762218428426e+00 +7.668279695508772420e+00 +6.792123647680909926e+00 +6.252508618551473774e+00 +6.936838904418891616e+00 +7.656902470169370645e+00 +6.971149950694325526e+00 +7.405771194855333306e+00 +6.532314245902398397e+00 +7.608073625677661767e+00 +7.051462748899666622e+00 +8.083707743701779691e+00 +7.892235257569609530e+00 +8.098558470603620663e+00 +6.962583811365220754e+00 +4.858188478940974164e+00 +7.605124930967576802e+00 +8.643931518000044889e+00 +5.661076342964861396e+00 +7.455975132561434293e+00 +7.817511721688788384e+00 +6.930107905539898638e+00 +6.637095538782887161e+00 +7.410119935542752501e+00 +8.364086293940090400e+00 +8.071701176902479347e+00 +7.606816140568753326e+00 +7.017043468706106069e+00 +7.782827234655542270e+00 +7.503597073182390886e+00 +7.055810772467339120e+00 +6.405096923279415932e+00 +8.260625257203173533e+00 +7.463446449858565757e+00 +7.920849989119233214e+00 +7.245716713616729976e+00 +8.270161333174200990e+00 +8.455869811980392114e+00 +7.592010024146475189e+00 +7.773504994638642529e+00 +8.178042641328829632e+00 +7.285799841180050862e+00 +7.787978840852701978e+00 +5.867596955314638763e+00 +8.124624237354510115e+00 +4.416196077859012803e+00 +8.226883167343657988e+00 +8.648681517057411838e+00 +7.829606883286032826e+00 +8.476059410625111923e+00 +8.278715957024360250e+00 +6.946325601493754220e+00 +7.095195697977942473e+00 +7.194584060967372352e+00 +7.770965025046734809e+00 +6.042045484328355087e+00 +7.996951983669532638e+00 +7.893050436757221178e+00 +6.874598337465158693e+00 +8.024097063453154988e+00 +8.881948586841190263e+00 +7.889273298120770050e+00 +7.869098129742269521e+00 +8.225715251689962315e+00 +8.608902113799558720e+00 +7.372974556600638607e+00 +7.985875425948506745e+00 +7.618363952286472340e+00 +5.842506293149199337e+00 +7.611673150940532651e+00 +7.870851069603759242e+00 +7.455203596227875096e+00 +6.315252874222096580e+00 +8.009597456773917656e+00 +6.421113128034903639e+00 +8.926882728978853265e+00 +7.200125229207515076e+00 +6.707975857752899174e+00 +5.881659211293481349e+00 +6.965115180048542243e+00 +7.308975260405532026e+00 +6.842364804001135781e+00 +7.000196373827748175e+00 +7.862417977726181562e+00 +6.447982074502760952e+00 +8.508798678379207558e+00 +8.368078349451479880e+00 +7.470786487429450062e+00 +7.110886677385678922e+00 +7.787165837714383088e+00 +7.692282592061474134e+00 +8.357971586064650182e+00 +4.818383864267161698e+00 +7.062565171125697816e+00 +7.980001811842612369e+00 +7.631889101795422903e+00 +7.172566711403760564e+00 +6.488934273916584061e+00 +7.457003614437780925e+00 +6.312483756784331490e+00 +7.735205745138046041e+00 +7.287759253847525542e+00 +7.195414084566891688e+00 +7.011717155792211997e+00 +8.152268469179944077e+00 +7.961826477317117678e+00 +7.972135423287909362e+00 +7.756071877112844959e+00 +4.858188478940974164e+00 +6.988917899628177111e+00 +7.030533042062415916e+00 +7.306764882130664773e+00 +8.250336811064244102e+00 +7.920961480920595932e+00 +7.984690849725666340e+00 +6.301304208116107475e+00 +7.438129203780590615e+00 +5.654437252983370854e+00 +7.799460978786100895e+00 +7.041357407673785929e+00 +7.959576482963257149e+00 +7.294514680081192637e+00 +6.882620293377840426e+00 +7.265879988254255295e+00 +7.328560061845564633e+00 +7.010617425207783526e+00 +7.614380107107535878e+00 +6.401105657468178833e+00 +7.174422196228533721e+00 +7.090452935686698765e+00 +7.996797240799423889e+00 +7.319070392192770669e+00 +8.302910913228970458e+00 +8.436298401402837044e+00 +7.642090835687213257e+00 +7.803569694195175543e+00 +7.626247357501142687e+00 +7.767848536147539562e+00 +7.278809508755784918e+00 +7.573552455031858699e+00 +6.762298982276661263e+00 +7.509675944401806191e+00 +5.755981344540941791e+00 +6.298199444010606385e+00 +7.783407726912628277e+00 +8.294154593363600725e+00 +6.298344910002015240e+00 +8.247785160994681064e+00 +7.284761328397507896e+00 +8.661159875116481999e+00 +6.962263064271610347e+00 +8.090254150708460656e+00 +8.510969971963731950e+00 +7.568216369328638393e+00 +8.553960988578637625e+00 +7.361078121759419446e+00 +6.589145419339729415e+00 +8.055572459255927242e+00 +7.293080986949917133e+00 +7.653193509966968122e+00 +7.144314056926759804e+00 +7.526858314463424904e+00 +7.128335650286317104e+00 +7.598873210173678672e+00 +6.342321572575656319e+00 +8.021473895813869603e+00 +7.676757110930793715e+00 +7.943425736145854898e+00 +7.286687603698737803e+00 +7.647052622008231992e+00 +6.858701319884858094e+00 +6.955045704556141573e+00 +7.516415593949659524e+00 +6.254643185206532507e+00 +7.119106082681355474e+00 +7.155901205529062281e+00 +6.099060669864229567e+00 +6.460960362087462272e+00 +7.345139715140248882e+00 +8.261962403983943659e+00 +7.813101300358539447e+00 +7.137618761417343194e+00 +8.268748353020782815e+00 +4.858188478940974164e+00 +7.663916505878205498e+00 +7.165017858488226921e+00 +7.659331056004248239e+00 +6.874598337465158693e+00 +5.340519395620503929e+00 +7.232471234146032657e+00 +6.486453714976505580e+00 +7.989625415626505855e+00 +7.979170639803214726e+00 +7.766919947983296879e+00 +6.442282684095971490e+00 +6.454433712424815894e+00 +5.554362795566248678e+00 +7.818180122862486314e+00 +6.692529794559959555e+00 +8.077205607628002326e+00 +7.758793217280071985e+00 +6.983594874966456700e+00 +7.440982622971660021e+00 +7.984485336659872701e+00 +5.560745551440049894e+00 +8.069814610081721185e+00 +6.845867163898219587e+00 +6.430815468608670926e+00 +8.112905642251917016e+00 +7.872481716138281627e+00 +7.084981784868887189e+00 +7.438076651827486785e+00 +7.519888311956947291e+00 +7.997484503930081701e+00 +9.374040490320567187e+00 +8.260314638760064554e+00 +6.095949220355578291e+00 +7.555435852949358377e+00 +7.765560914073830645e+00 +7.156413277362844383e+00 +7.351774329255476914e+00 +7.825281572562289512e+00 +7.795960099931107834e+00 +6.485991957980331790e+00 +7.170262288959293073e+00 +6.946325601493754220e+00 +7.815392607162266359e+00 +5.319621916892629088e+00 +8.750055503945986857e+00 +7.152503728917963599e+00 +6.748113247042965668e+00 +7.410432520496215147e+00 +7.225544043807531125e+00 +6.772726046010120626e+00 +7.790409670619283133e+00 +5.303323478364745824e+00 +7.505076039125924581e+00 +7.712840458575101366e+00 +8.232585470305821218e+00 +5.839664997026829951e+00 +6.943878038698585442e+00 +7.254598219317358598e+00 +7.699754568766820739e+00 +4.935393825366872989e+00 +5.819158672597950499e+00 +6.816439043854188640e+00 +7.098881325357524474e+00 +7.862417977726181562e+00 +9.220780430399827310e+00 +7.449317170946414990e+00 +6.820832428547873860e+00 +6.098817448710633471e+00 +7.380085465099455178e+00 +5.997402714179770555e+00 +7.520115973400606890e+00 +7.808775483077170065e+00 +7.275276614887843607e+00 +8.039703781038952002e+00 +6.027578733843711234e+00 +8.186217009767915442e+00 +7.269687381901803747e+00 +8.029260401441661088e+00 +7.453582520084637508e+00 +6.875731470415303193e+00 +5.656422315929376055e+00 +7.290366709356021602e+00 +8.946726935464994312e+00 +8.224300768041757692e+00 +7.553887932626821566e+00 +7.582894113545080472e+00 +6.493801664197690116e+00 +7.482352280444047210e+00 +4.858188478940974164e+00 +7.836036388532647834e+00 +7.351674985657155048e+00 +7.684130961597475107e+00 +8.154167784069613845e+00 +7.283609859675379994e+00 +7.489407363629197789e+00 +7.594879077481436980e+00 +5.439027150636320584e+00 +7.963432139210453897e+00 +7.358959429300284683e+00 +7.063459207628966396e+00 +7.243245108135852206e+00 +7.498312297543634486e+00 +7.903980554334793851e+00 +7.976457741750891728e+00 +8.035848051345965359e+00 +6.988921742487491429e+00 +7.477748233778129361e+00 +8.051492089900875726e+00 +6.490532221480407316e+00 +6.940204311690649774e+00 +7.888350533556604205e+00 +7.828073893281271012e+00 +7.730208494599992264e+00 +7.849931854301757994e+00 +7.040828468729159795e+00 +7.622148912352258776e+00 +8.513474782394951035e+00 +6.268399992585727887e+00 +7.869574438730523980e+00 +6.730855136552236218e+00 +5.544251744063785736e+00 +8.102427075371906540e+00 +8.046967116489668115e+00 +7.697650250977858377e+00 +7.742836370615350461e+00 +7.570038019050571165e+00 +6.598455390569597512e+00 +7.436574910823765094e+00 +7.197600406191668299e+00 +6.556733008039827837e+00 +5.747427266705017246e+00 +7.605124930967576802e+00 +5.851416426580271946e+00 +7.774730314521093533e+00 +8.609873854972192930e+00 +7.946904565573731816e+00 +8.100359750026200345e+00 +6.803890279672941688e+00 +7.580130935033139394e+00 +8.096313874291354296e+00 +7.816317608483132062e+00 +8.365883357975690160e+00 +7.446441682919612504e+00 +7.003421713037823793e+00 +7.258815275401047984e+00 +6.782262541679756396e+00 +7.498280613179304055e+00 +7.593484027985596185e+00 +8.380768629672274983e+00 +7.844430488858961326e+00 +6.438055243692360818e+00 +5.673317419806153339e+00 +8.093805086939482862e+00 +5.871667989862089598e+00 +7.001392463351294282e+00 +8.362550481698690419e+00 +7.684637685645611782e+00 +5.147601220487104001e+00 +7.642727184146679065e+00 +6.246413568273055716e+00 +7.800809853471946553e+00 +7.435330369964049169e+00 +8.387566195080125908e+00 +7.863482979859782063e+00 +7.314100179306478822e+00 +6.673696294211367785e+00 +8.193908454459688073e+00 +6.436027568058307224e+00 +5.803352175586269368e+00 +7.758582702573221468e+00 +6.369767358760782372e+00 +6.995103204234510486e+00 +7.148889633393991971e+00 +7.866354908866469486e+00 +6.367235587244522321e+00 +7.624714852143824828e+00 +8.048572716329090326e+00 +9.758887899175078928e+00 +8.098961953035086481e+00 +7.444873021698185767e+00 +7.179543832198305608e+00 +8.022669649855288299e+00 +8.076858873393121030e+00 +7.058483270522174280e+00 +7.853802247055227781e+00 +6.588207688285820041e+00 +8.811818589982067351e+00 +6.352187393164967943e+00 +7.445725880588724976e+00 +8.243789886596005090e+00 +6.306128220723167033e+00 +7.570256301438348601e+00 +8.443165387302087765e+00 +6.729496565737917990e+00 +8.311078318967247469e+00 +7.971347119529582415e+00 +6.550893272390567290e+00 +7.627249371465040895e+00 +8.041157549800573179e+00 +7.394049404645102186e+00 +7.171539323698198132e+00 +8.270952386342287355e+00 +8.053043554160467465e+00 +6.544612946751840354e+00 +7.171539323698198132e+00 +7.158429086967316834e+00 +7.942747071867870545e+00 +8.302084863405070791e+00 +6.191812554791340517e+00 +7.532833016835411399e+00 +8.238106115528353257e+00 +4.858188478940974164e+00 +7.171539323698198132e+00 +6.002583668151146412e+00 +7.583214630523343658e+00 +7.363827051239240973e+00 +8.421451881311895704e+00 +6.430317143468073482e+00 +6.957630868234900845e+00 +6.751109920712679013e+00 +6.474983790109035908e+00 +6.857155645183411252e+00 +8.254455858012988756e+00 +6.558413815383573819e+00 +6.129023428094569681e+00 +7.941352344755159720e+00 +8.153345013193757040e+00 +7.909828714032755670e+00 +6.692958881552840467e+00 +7.436964286323018314e+00 +7.134938792416960496e+00 +6.325885533380187553e+00 +6.279500443308734248e+00 +6.123357468085487199e+00 +7.017573624455508252e+00 +7.164425614955234778e+00 +5.405270178554928862e+00 +7.240902046362862166e+00 +8.409151205887155811e+00 +6.649442118030492566e+00 +7.197517548467658344e+00 +8.276915649573311384e+00 +8.257441577553890966e+00 +7.845040084154788929e+00 +7.619591947775916196e+00 +6.536739523015967279e+00 +5.968389049797224288e+00 +6.043406447426605155e+00 +7.731097053065241198e+00 +7.376808363638701849e+00 +7.652843645754728641e+00 +6.667684223141804978e+00 +8.306372723225194932e+00 +6.485436167355146608e+00 +8.045050440978684492e+00 +7.042596388266247232e+00 +7.350843094016909163e+00 +8.466444373673311929e+00 +6.913233634615153278e+00 +6.796957840471804957e+00 +7.264053095898361789e+00 +7.771737214520271664e+00 +5.852427214510043996e+00 +7.928051538130603149e+00 +7.145525521031231619e+00 +7.416114966367331363e+00 +7.809018107228439476e+00 +7.515639145668956189e+00 +6.980537462552092620e+00 +7.232671982240390207e+00 +8.733768101541045326e+00 +7.384595274989351310e+00 +6.650934439568572998e+00 +6.571833258560218383e+00 +8.251959316014563228e+00 +7.272905080744749284e+00 +7.119956806861409859e+00 +6.748263449984278850e+00 +7.181836193353774433e+00 +7.635303302637112211e+00 +7.251430772839285055e+00 +8.171558161346183624e+00 +5.941629484771510761e+00 +4.818383864267161698e+00 +7.105133823359210510e+00 +8.027038097092827229e+00 +8.529097576547883364e+00 +6.370273481757067202e+00 +8.090130709708319046e+00 +7.233617212445551559e+00 +7.276065271355037112e+00 +7.500687246780216810e+00 +7.097285537475272577e+00 +6.983144655649084598e+00 +7.943425736145854898e+00 +6.157433347594178485e+00 +8.716133244837692473e+00 +7.527677358544679009e+00 +7.264531450271988433e+00 +7.779747535143542336e+00 +6.844294678704045509e+00 +7.621445146973201190e+00 +8.173691784964375984e+00 +7.840925160719962150e+00 +6.908596532233787002e+00 +5.718501929813101015e+00 +8.213285816832012642e+00 +7.802545200865552033e+00 +6.036246143631160521e+00 +6.871301662958103407e+00 +7.708641067563803517e+00 +5.410480765568991046e+00 +8.172787148960651393e+00 +6.370273481757067202e+00 +6.848361561354067817e+00 +7.433247199546713091e+00 +8.429525650619780208e+00 +7.316821733449614840e+00 +7.001392463351294282e+00 +8.292497813756199321e+00 +6.018279054768299829e+00 +7.136896748184426542e+00 +7.965204191926204658e+00 +7.755686150087512942e+00 +7.767422339354197902e+00 +6.676950309297353670e+00 +6.637513606920947495e+00 +7.400929174274551769e+00 +6.954848799393403169e+00 +6.755023283714763238e+00 +8.180711075026920298e+00 +8.251959316014563228e+00 +8.249402039862161473e+00 +7.465089853630615835e+00 +6.955263332327831449e+00 +7.747397520993217768e+00 +7.799954336233440699e+00 +6.737955368796519906e+00 +8.034165583334470284e+00 +7.574123746899658727e+00 +8.249402039862161473e+00 +8.387201703301343514e+00 +7.650808150499869953e+00 +6.356131034263398760e+00 +8.171806719576125033e+00 +8.014885819555274793e+00 +6.837260561546827375e+00 +8.974102595995191223e+00 +8.315151429322668264e+00 +7.903767151140982605e+00 +7.747156614422237908e+00 +7.801386347599418514e+00 +8.132885490790158656e+00 +7.393953084287204547e+00 +5.654437252983370854e+00 +7.993037205787913990e+00 +7.672210892565544782e+00 +7.458656741011054692e+00 +8.139518654085350136e+00 +7.793692445218312059e+00 +7.263123162595093163e+00 +5.406098208759431145e+00 +7.920482100190838537e+00 +6.889677540901175234e+00 +7.240304258049491182e+00 +8.675974524251614639e+00 +8.366969855611387175e+00 +7.864877680041445274e+00 +7.111159362239504844e+00 +8.007696258541727730e+00 +7.513505900650216063e+00 +8.042169160384673887e+00 +7.812306406765856082e+00 +7.468228547495073144e+00 +7.565771613030392473e+00 +7.005140215654137137e+00 +7.826545807200545823e+00 +6.964127807533714076e+00 +6.544612946751840354e+00 +6.695802085584091401e+00 +8.553960988578637625e+00 +7.095026803480322997e+00 +6.442433976671054552e+00 +8.116554854219430126e+00 +8.716033367880754668e+00 +8.173361388610828726e+00 +7.758698131624896632e+00 +7.242679305482852214e+00 +7.519888311956947291e+00 +8.293033769363773899e+00 +8.413167083306234417e+00 +7.171954885933246260e+00 +5.970304063933781435e+00 +7.578064329253265896e+00 +7.649416017978637683e+00 +8.458312053855934209e+00 +7.283205567847289785e+00 +7.539095445562452369e+00 +7.790999293377353752e+00 +7.514906411884112458e+00 +6.066681846552455681e+00 +7.538700474777215277e+00 +7.847776617464205628e+00 +8.654750761373634305e+00 +6.959167188883384370e+00 +8.649446001894830260e+00 +6.728571817096508312e+00 +8.856019997554994916e+00 +7.102349999754551391e+00 +5.762819971927001461e+00 +7.443691422717165551e+00 +8.039698475535260513e+00 +6.996756270561036217e+00 +8.101861883711990231e+00 +7.105899089115155220e+00 +6.772565072782526840e+00 +7.319711231065866741e+00 +7.961593364053442201e+00 +7.810236192031879909e+00 +7.546205162174828729e+00 +6.844430990654018387e+00 +8.205778296494827373e+00 +7.415480054705767543e+00 +8.136840545707855199e+00 +6.557711633136023011e+00 +7.108518993243706063e+00 +5.166543932923559623e+00 +7.957416890098556905e+00 +7.514834862477528077e+00 +7.605147476902402559e+00 +7.552238162099911278e+00 +5.367869099067775096e+00 +7.473194077822881809e+00 +8.191165043087039521e+00 +7.779858217171749857e+00 +8.168159860885225498e+00 +7.757942079460008244e+00 +7.486886632063942670e+00 +6.789399337735176232e+00 +6.554271035409783508e+00 +7.664240317189069174e+00 +7.008361662985862495e+00 +7.857611581682249380e+00 +7.868271305224880052e+00 +5.952680748142938683e+00 +7.592098081608583016e+00 +6.748113247042965668e+00 +7.361725184378428821e+00 +7.878601428745696467e+00 +8.189427931440150132e+00 +8.088446023250980943e+00 +7.181836193353774433e+00 +7.552981673418344144e+00 +6.748113247042965668e+00 +6.920265445234235813e+00 +7.051589974637408886e+00 +7.941666176480339345e+00 +5.428562283458632010e+00 +7.436567501133595215e+00 +7.591458868859263021e+00 +7.852869739165271312e+00 +7.913231129488849547e+00 +8.114297028733744810e+00 +5.557778141794415205e+00 +7.410709766924810538e+00 +6.668367400784973142e+00 +7.259158036697954230e+00 +7.974091692970432632e+00 +6.690996066649404383e+00 +8.525873258140109101e+00 +7.518361487760557793e+00 +8.164266551058062760e+00 +8.021840820802935923e+00 +7.155901205529062281e+00 +7.109663413563794165e+00 +7.757170258745190949e+00 +6.889791231058097765e+00 +7.444873021698185767e+00 +7.155414074483360309e+00 +7.933754096098255104e+00 +7.126712936287731281e+00 +8.330797957167305867e+00 +7.940554092888760351e+00 +5.419302501356924040e+00 +7.635328836723147106e+00 +6.867445186215718422e+00 +5.925716109251879971e+00 +7.596731580596951972e+00 +9.708117505478185194e+00 +6.336114087196619948e+00 +7.877907232261350146e+00 +7.283371396832535538e+00 +6.313387934362253873e+00 +8.057574696132178360e+00 +7.818456670199793734e+00 +7.833792802847256098e+00 +8.174272023946286936e+00 +5.964919231668318389e+00 +7.844430400850797014e+00 +8.031207653298679361e+00 +6.104383585434334236e+00 +6.624240968058074941e+00 +7.728113361455598351e+00 +6.737955368796519906e+00 +6.560477828929833777e+00 +7.501128713711295859e+00 +8.639584330607249285e+00 +8.285503399319168238e+00 +6.459182450664229691e+00 +7.290732325429416960e+00 +8.392950636288333044e+00 +4.858188478940974164e+00 +6.995796608317050413e+00 +7.407784315256321861e+00 +8.115410850165517331e+00 +7.801480156406796596e+00 +5.656422315929376055e+00 +5.444603809249201731e+00 +6.700861135673221725e+00 +6.692529794559959555e+00 +6.313039181088242913e+00 +7.269687381901803747e+00 +6.173754907863894914e+00 +5.546151166007348365e+00 +8.030157955518916424e+00 +7.656985712294499535e+00 +7.640879335272529715e+00 +7.932854038915138517e+00 +7.774770577489562129e+00 +7.155901205529062281e+00 +7.714863947980575176e+00 +7.578684164124751987e+00 +8.081899508760216122e+00 +7.820709752474613197e+00 +7.398110083755454980e+00 +7.949869408512313385e+00 +6.938336211781006568e+00 +6.369833498765274271e+00 +8.221807541115140339e+00 +7.258880587491603364e+00 +8.121146397055781563e+00 +7.716582099477818701e+00 +8.095049476543408673e+00 +5.509626255055536603e+00 +8.136102604783445713e+00 +8.419561774069279636e+00 +7.764529677048358280e+00 +7.959201633704196865e+00 +6.584203686884848139e+00 +7.211684487092952622e+00 +6.409128652532672277e+00 +8.085562457277774229e+00 +8.024389424223045353e+00 +8.108809787108384626e+00 +7.306762885204989288e+00 +7.536748598425219825e+00 +6.899172746637304954e+00 +7.341241725686813879e+00 +8.274016708023282263e+00 +5.144721319059044617e+00 +7.773347881798599701e+00 +7.925185942569441977e+00 +7.416869111927553604e+00 +7.344556067819212331e+00 +8.858248628091132559e+00 +8.155224057301893481e+00 +7.155901205529062281e+00 +7.225167581204459566e+00 +8.037210897495242534e+00 +7.907006283880491537e+00 +6.904156984663586627e+00 +7.326998887306672259e+00 +8.250707418329056964e+00 +6.613729518915079097e+00 +8.341378060807528527e+00 +7.919987354075601615e+00 +7.576162714250131103e+00 +6.645734594436362386e+00 +7.588192331384107092e+00 +8.342546257248159236e+00 +6.245725987620971864e+00 +7.599918259648347885e+00 +8.032445871612708288e+00 +6.902850215187299909e+00 +7.232516666440460540e+00 +7.375659164213175245e+00 +7.801263858579204680e+00 +7.914104279183902690e+00 +7.057953139102210116e+00 +7.909201702341761120e+00 +8.054959666329523316e+00 +8.062604554220342834e+00 +8.072282847058431798e+00 +6.459182450664229691e+00 +8.455553449180115422e+00 +7.786024875726525352e+00 +8.004410414227095316e+00 +6.084643718286770309e+00 +6.999017704134530504e+00 +7.308235451417203876e+00 +8.204656810421056434e+00 +6.176111912497617595e+00 +7.274253401774330996e+00 +7.807472593738566502e+00 +7.473194077822881809e+00 +6.142211595783010125e+00 +5.890586927448111965e+00 +7.052009515153713437e+00 +7.766332366268670739e+00 +7.753993716957211291e+00 +7.578653301270151132e+00 +7.171539323698198132e+00 +8.064093277555457462e+00 +7.662053929284411424e+00 +7.702585810315667914e+00 +7.805559120929501660e+00 +6.526264778325639782e+00 +7.780890400289081299e+00 +8.187248682268091216e+00 +7.789763668261002749e+00 +7.889401373461168987e+00 +7.758468864997212222e+00 +6.822546070605767454e+00 +7.448540285350190970e+00 +7.656985712294499535e+00 +8.116646870113072509e+00 +8.449787458202990820e+00 +7.209681742843713437e+00 +7.223963807511609048e+00 +7.790473040832694096e+00 +8.055054260754786810e+00 +8.597882441569254297e+00 +7.916272021725035302e+00 +6.304520879161373159e+00 +4.858188478940974164e+00 +7.062880981565285765e+00 +7.280959450425143586e+00 +8.311167050720086991e+00 +6.287643278789346368e+00 +7.798417827304547245e+00 +9.028626826105664804e+00 +7.648399389452606556e+00 +7.871906427467365575e+00 +6.521128240226516937e+00 +6.660989546694963792e+00 +7.273355724815701251e+00 +7.508572333510983299e+00 +7.659738829894649825e+00 +8.100766069773271738e+00 +6.869979545140722621e+00 +8.395971215248664521e+00 +7.486416559032477380e+00 +8.006488080631243065e+00 +7.516748394849400938e+00 +7.032823957028085715e+00 +7.864223175822644407e+00 +7.728474622492740309e+00 +7.770255748429917730e+00 +7.866697165419282101e+00 +8.045051852037886420e+00 +6.762270610744963051e+00 +7.156413277362844383e+00 +7.584330276174114260e+00 +8.252857480095826759e+00 +7.200613225686993246e+00 +6.867723410971848352e+00 +7.404783936130115762e+00 +7.058475249168168375e+00 +9.101972954687425954e+00 +7.284320617863158986e+00 +5.509626255055536603e+00 +7.860204963836167735e+00 +7.888801616721138998e+00 +8.226055430098767829e+00 +8.081942577779955172e+00 +7.021705976883367839e+00 +8.519502922913488874e+00 +6.817006117353230366e+00 +4.858188478940974164e+00 +8.068065682790802384e+00 +6.291799480282861623e+00 +7.240037880053932895e+00 +7.147115681937521003e+00 +8.144355567440015875e+00 +7.963798746086467872e+00 +8.039798139427603019e+00 +7.074586553337212536e+00 +7.460451194081542781e+00 +7.241915992129179358e+00 +6.654213711181455437e+00 +6.895952375997239869e+00 +7.638023831138980313e+00 +7.761542915609879856e+00 +7.914260512043256313e+00 +4.818383864267161698e+00 +8.098739941877283854e+00 +8.245591868826522841e+00 +7.250249125195296074e+00 +8.279203786729340209e+00 +7.755214745475313975e+00 +7.717663376683503884e+00 +6.882250217087857891e+00 +7.280866793149016303e+00 +5.106525339636846184e+00 +7.164247660671207996e+00 +6.546137645068938582e+00 +7.701439362726887339e+00 +7.015521529780016863e+00 +6.881703127356104233e+00 +7.642484092624272307e+00 +6.743780660527590953e+00 +7.616394082513124886e+00 +8.543445565454476309e+00 +6.611851210757322406e+00 +7.495989059053954406e+00 +7.102586117406644917e+00 +5.691988918160404864e+00 +7.583906804479738639e+00 +7.748008315757942910e+00 +8.255287876489092014e+00 +6.270967825769730553e+00 +8.345767555763359269e+00 +7.283237199253562721e+00 +6.393628080179496465e+00 +7.339961358088203269e+00 +7.925179367921373341e+00 +8.600365814977067203e+00 +8.008067696217949560e+00 +7.316933883973433694e+00 +6.167077042454820912e+00 +7.217675925206094689e+00 +8.400753970059668063e+00 +8.178932061304749368e+00 +5.557778141794415205e+00 +8.144975639027961734e+00 +7.087724288215667912e+00 +5.613003218070844014e+00 +6.769281373814010294e+00 +5.513856692316494446e+00 +7.486886632063942670e+00 +6.325435317135998048e+00 +8.433466127393785428e+00 +7.817759531695628539e+00 +8.247785160994681064e+00 +7.959562391763938649e+00 +7.328383680653587362e+00 +7.009462022297157091e+00 +5.875983185802851949e+00 +6.661573355935615837e+00 +6.725874065205971419e+00 +5.917303807851112651e+00 +6.453919817407495430e+00 +4.858188478940974164e+00 +8.243605494983512472e+00 +7.101446109643347882e+00 +5.661076342964861396e+00 +7.388345175242193363e+00 +6.873022636281348241e+00 +7.293992593118218792e+00 +7.677985435059326846e+00 +8.798232169447601336e+00 +7.905473826710931462e+00 +5.147601220487104001e+00 +7.891840086274442001e+00 +6.143389052340808121e+00 +7.461742422095994698e+00 +7.861063296063093730e+00 +7.836142868503884529e+00 +6.316711369529002695e+00 +7.686705385576260596e+00 +8.868842386533742683e+00 +7.171539323698198132e+00 +7.629642690026685159e+00 +6.996756270561036217e+00 +7.723706263281201245e+00 +7.278809508755784918e+00 +7.657831278850608214e+00 +7.350560303890233627e+00 +6.930161554068490659e+00 +6.515798213712969300e+00 +7.050336998292550561e+00 +8.214058776837191544e+00 +7.963236407137628703e+00 +5.999469037123162707e+00 +6.043406447426605155e+00 +7.313460500348810456e+00 +5.658119300578164257e+00 +6.617861049175189692e+00 +7.638023831138980313e+00 +6.537781888931476715e+00 +7.065919520809529786e+00 +6.164220408546498220e+00 +7.847474503776084021e+00 +5.928452491074949648e+00 +6.977515102045799722e+00 +7.925740089699502278e+00 +5.550245231900134968e+00 +5.501766195554864680e+00 +6.753355095792812790e+00 +7.537134049687665538e+00 +4.873583983392791197e+00 +8.315253140974164126e+00 +8.327482479431637330e+00 +6.621631604373305890e+00 +5.658119300578164257e+00 +7.048171422423820331e+00 +8.198448684785489604e+00 +7.808995809946281952e+00 +7.720529560217983089e+00 +8.093338537369618280e+00 +6.597488831044756807e+00 +8.222029957762060803e+00 +6.982573299400883116e+00 +7.230636827382568299e+00 +7.972135423287909362e+00 +7.391462112923818495e+00 +8.053987397430773854e+00 +7.383194305616598285e+00 +7.590599323747028393e+00 +7.288702476608250436e+00 +5.314624960506534990e+00 +7.220735649971175008e+00 +7.933186315302918956e+00 +5.406098208759431145e+00 +8.254325450969645317e+00 +7.044082148018333100e+00 +7.569152350947661034e+00 +6.273019993023808638e+00 +7.021305802033566579e+00 +8.150445089842378366e+00 +8.646421127316443744e+00 +7.168037433711106132e+00 +6.752045188792180852e+00 +4.858188478940974164e+00 +6.323649298776672367e+00 +7.960603799905129563e+00 +8.181500533286907739e+00 +7.524068830368378258e+00 +7.444873021698185767e+00 +5.411573305916590471e+00 +7.407030903242230124e+00 +6.874598337465158693e+00 +7.475521791121082060e+00 +8.051492969311311754e+00 +7.463644770386508753e+00 +6.032553882513639110e+00 +7.591458868859263021e+00 +7.285456681441246474e+00 +5.631083690344439674e+00 +8.304790103335108142e+00 +8.259654899175529863e+00 +7.961059167962957872e+00 +7.591144505846841639e+00 +7.895064360770902567e+00 +7.856166765488978854e+00 +8.315792272516318917e+00 +7.586881248657391552e+00 +7.925759645975176682e+00 +7.629670755595725495e+00 +7.027409068657107127e+00 +6.408723858960911457e+00 +7.099650455356368184e+00 +7.639218264532246394e+00 +7.760400746713003173e+00 +7.300404893240283855e+00 +6.776835743195988471e+00 +6.233805289674819505e+00 +7.830565745257899835e+00 +6.491527469504944747e+00 +8.186077744241174514e+00 +7.934980296146932233e+00 +7.842921165025472874e+00 +6.346044794055160310e+00 +7.457601367722872965e+00 +7.658148637560316274e+00 +7.896683562719772453e+00 +6.607351291035683971e+00 +7.009468708225085720e+00 +8.078067443517284119e+00 +8.238106115528353257e+00 +6.621631604373305890e+00 +7.924217521766422578e+00 +7.974168521843239432e+00 +6.863436815187014872e+00 +8.243455252487365215e+00 +7.776925957357434527e+00 +7.540939079898635100e+00 +4.858188478940974164e+00 +7.308542983420011296e+00 +7.727825090923488460e+00 +9.071339896238441725e+00 +8.180908271591306402e+00 +7.720208222542623844e+00 +6.903814945933845593e+00 +6.582434235572236503e+00 +7.718277622367168078e+00 +7.096512081684068107e+00 +6.750090828990323644e+00 +6.957630868234900845e+00 +8.406907873495583772e+00 +6.945910490628648404e+00 +7.293933296731211158e+00 +5.406098208759431145e+00 +6.929974404727090587e+00 +8.706350082704375382e+00 +5.509626255055536603e+00 +6.767426743572286796e+00 +8.418327104564014007e+00 +7.629548573878764728e+00 +8.224543037305465987e+00 +6.994250379397726647e+00 +6.946833414277989505e+00 +7.922842692927588359e+00 +7.292845250003665569e+00 +5.544251744063785736e+00 +4.858188478940974164e+00 +8.263426738462385401e+00 +8.280039274636237678e+00 +7.016505238781519438e+00 +7.389536959580254916e+00 +7.233047154577889160e+00 +8.132503513225856295e+00 +7.017930151887412649e+00 +7.423847951176412607e+00 +6.853035041171551711e+00 +6.323893759482871246e+00 +6.989797093270226469e+00 +8.125142532489462610e+00 +7.551001889462895633e+00 +7.339579114363914414e+00 +5.654809446342824231e+00 +8.001065027381628170e+00 +7.946947862253182393e+00 +7.276947381863010378e+00 +6.129084313172825205e+00 +7.444873021698185767e+00 +7.350560303890233627e+00 +4.072494657792731232e+00 +7.420798153258147067e+00 +7.415169072865865019e+00 +6.172465550423112290e+00 +7.239200441863886226e+00 +7.869244228471870883e+00 +8.256504645640688977e+00 +8.003059509475860978e+00 +7.960878444489935646e+00 +6.669371136242716602e+00 +8.059960719036553201e+00 +6.878361456886068481e+00 +6.710342327410671714e+00 +7.443535401902863669e+00 +8.318934256450575049e+00 +7.248022435482653236e+00 +8.175611943192961917e+00 +6.514859881945994857e+00 +8.223048548463339102e+00 +8.442679004228921258e+00 +5.886109403953469155e+00 +8.519927990869291534e+00 +7.743351000977781950e+00 +6.962267501247879409e+00 +7.519499678692682210e+00 +5.504856412729168369e+00 +7.568573803755043627e+00 +7.419874703639834479e+00 +8.243297531540065393e+00 +7.605524965018048533e+00 +7.330697181793311756e+00 +7.744141455493718240e+00 +6.596790458173018123e+00 +8.017832940172411327e+00 +8.185929010323434341e+00 +6.960862261616512114e+00 +7.664062436667791189e+00 +8.457728913174832996e+00 +5.653883717598091607e+00 +7.264732436173289898e+00 +7.454674866348796058e+00 +6.298697188467031083e+00 +7.952872599546935817e+00 +8.067316659549305768e+00 +7.328165049137624010e+00 +6.185487315082809801e+00 +8.191656617499575077e+00 +6.117145628122671042e+00 +7.821973429139234213e+00 +7.472597231838335574e+00 +8.510705481456625421e+00 +6.975740296813910390e+00 +7.916937019257147767e+00 +7.766600856917193596e+00 +8.230467037565631472e+00 +7.051589974637408886e+00 +8.516168997007753205e+00 +6.991271952071656415e+00 +7.656284922735267173e+00 +7.580367941872736992e+00 +6.196190880121321243e+00 +7.665998438786118641e+00 +6.263428393152480567e+00 +4.858188478940974164e+00 +6.104559772626544145e+00 +8.228376526082229248e+00 +7.392718652551138803e+00 +8.001230383253187028e+00 +5.509626255055536603e+00 +8.463704883336049534e+00 +7.962896217657998932e+00 +7.506935638885352091e+00 +6.202468600733027415e+00 +7.870483222153325187e+00 +7.771456445905187138e+00 +7.296259291063051933e+00 +7.971548357202209445e+00 +7.530741519969524234e+00 +8.129729108998162701e+00 +7.395974142936665885e+00 +7.739544156831016153e+00 +7.765660377472158871e+00 +7.816810652396270598e+00 +6.467639921314457752e+00 +7.202152168281372724e+00 +5.675623557775907102e+00 +7.861629593623547407e+00 +8.026647536246855452e+00 +6.909772090619298979e+00 +6.750237554666455253e+00 +6.867445186215718422e+00 +6.727384146169242740e+00 +4.818383864267161698e+00 +7.721215076946464251e+00 +7.771552149796661979e+00 +7.313778037464544468e+00 +7.181718105176969402e+00 +7.344140214142953482e+00 +6.775719999815009942e+00 +6.307575505166823859e+00 +6.858701319884858094e+00 +6.656809644730856235e+00 +6.754161505160482193e+00 +8.825121697597751336e+00 +7.269540906991551310e+00 +6.811384510774132650e+00 +7.955232683134454419e+00 +7.589348347155919328e+00 +6.369767358760782372e+00 +8.642313373557044542e+00 +7.967222673896685592e+00 +7.852467077826531749e+00 +8.211747103788184177e+00 +8.490829505671172228e+00 +7.535411248980835808e+00 +7.172576409691373556e+00 +7.520598399692971725e+00 +8.196074537710501318e+00 +7.723751454193006794e+00 +5.016812292932627315e+00 +8.283411558174520906e+00 +6.060456375282683439e+00 +6.094331230964598944e+00 +6.985005097200883029e+00 +6.975740296813910390e+00 +7.967222673896685592e+00 +8.284938895272262016e+00 +8.141826320612835843e+00 +7.155901205529062281e+00 +7.406661398006235686e+00 +5.654437252983370854e+00 +6.459182450664229691e+00 +6.868001782484043360e+00 +8.085966754071705509e+00 +7.763643352798226260e+00 +6.262478807903789857e+00 +6.911275142375870928e+00 +7.945423090091480844e+00 +7.344140214142953482e+00 +7.713756217318859854e+00 +7.947888303424861078e+00 +8.140682291601478937e+00 +7.900101087575876591e+00 +7.593076050342460803e+00 +5.813963732909542159e+00 +7.597601129752547422e+00 +6.814227988842503692e+00 +7.473488071681458678e+00 +7.968220149130502250e+00 +6.652153792959325074e+00 +8.405901603651273035e+00 +7.212456441735866974e+00 +8.423747848724815412e+00 +8.125386194421935215e+00 +6.613719605697497173e+00 +7.854424719855614967e+00 +7.000196373827748175e+00 +7.716267584725756024e+00 +5.578274157153828128e+00 +6.544612946751840354e+00 +7.317076613053814071e+00 +8.306477786854429723e+00 +6.844430990654018387e+00 +7.116577236339253432e+00 +6.857486547236931074e+00 +7.349689440573456523e+00 +7.712685063769640692e+00 +6.804851104503995884e+00 +6.633707908966243849e+00 +7.718437373992401263e+00 +7.618363952286472340e+00 +8.104842869047843124e+00 +5.351884023901675391e+00 +7.488845110030069918e+00 +8.195875157363389008e+00 +6.621631604373305890e+00 +6.678298596671993437e+00 +6.410058877526353172e+00 +5.661076342964861396e+00 +8.186217009767915442e+00 +8.255287876489092014e+00 +7.497666640472289146e+00 +7.408945103205496707e+00 +7.587265970927091985e+00 +7.319711231065866741e+00 +7.758218665969252470e+00 +7.453549960002874286e+00 +6.524245059068562114e+00 +7.034738062573069328e+00 +8.040301117654507834e+00 +7.505807754189845582e+00 +8.229583249689312652e+00 +7.516748394849400938e+00 +7.618748040155878698e+00 +7.695913055398705183e+00 +6.182350456137100991e+00 +6.893750042509054765e+00 +6.065818725419376278e+00 +7.585515301750092476e+00 +6.845667294781833334e+00 +6.997387827268994442e+00 +7.775005893348861719e+00 +8.063674213056401641e+00 +7.473816410495601303e+00 +7.898553107850148081e+00 +7.677573769848095253e+00 +7.266480183929616032e+00 +7.706411075646883546e+00 +7.702459546665522794e+00 +8.365116032060541329e+00 +7.872187227662834630e+00 +8.053877833674050635e+00 +7.133559023113321018e+00 +6.493367710290840478e+00 +7.493643596396395878e+00 +7.647541012819601747e+00 +8.129291116104468529e+00 +7.496819838068404351e+00 +6.007966216268869175e+00 +7.643152041385292250e+00 +7.887249667203832360e+00 +7.431422166889205982e+00 +7.865130570929522946e+00 +6.707759383334177983e+00 +7.646251926508739416e+00 +8.084088543611414934e+00 +5.758395979210945370e+00 +7.667151687131990911e+00 +6.802455484008532949e+00 +5.942156700801660918e+00 +8.091651529107821261e+00 +6.958928269868920324e+00 +8.317437702966344659e+00 +8.269758992160859634e+00 +8.130788624860088021e+00 +6.595771203155891271e+00 +6.180901600343531754e+00 +8.043310225832556171e+00 +8.201967640969087370e+00 +7.761859339019338222e+00 +6.217469035223984974e+00 +6.769006764248842956e+00 +8.082252604968289234e+00 +6.751100871796097636e+00 +8.054031254731853551e+00 +6.790313930889169569e+00 +7.337292008998247184e+00 +8.138153874666386400e+00 +7.677855009112590778e+00 +8.499171262155414297e+00 +8.538349011799709842e+00 +8.338574218723351805e+00 +7.208779123901877028e+00 +6.163710419005838048e+00 +7.374600455742438498e+00 +7.792488438200507517e+00 +7.179007482494398573e+00 +6.991561816251305572e+00 +8.302472635568392434e+00 +6.780535333185980562e+00 +6.272218436146431486e+00 +7.608845533613020962e+00 +6.531482482662340772e+00 +8.094263452056111419e+00 +8.011753972458791395e+00 +7.414853615683568933e+00 +6.007214137407572707e+00 +7.951758402236009715e+00 +8.188394455660272797e+00 +6.124543074559369416e+00 +7.537804704033533199e+00 +8.247785160994681064e+00 +7.842818517907289788e+00 +7.789864504102297360e+00 +7.575743665379832237e+00 +8.160506872713540361e+00 +7.499626292528319027e+00 +7.350560303890233627e+00 +7.637354058558230463e+00 +6.013885016854146670e+00 +4.448194032388983032e+00 +7.629963248587500857e+00 +6.622260744782579422e+00 +8.104832884203915455e+00 +8.171645337118206953e+00 +4.858188478940974164e+00 +7.662728492927271873e+00 +7.882074131091485469e+00 +7.534223234270484681e+00 +7.231765659229040466e+00 +6.563243308632081607e+00 +4.858188478940974164e+00 +7.991801986814152770e+00 +6.878361456886068481e+00 +6.413332169677687489e+00 +8.004619649283085892e+00 +7.998967010919841414e+00 +8.247785160994681064e+00 +8.058339812028407323e+00 +7.153982311446725362e+00 +7.924138786139337753e+00 +7.933186315302918956e+00 +7.891204126550292131e+00 +7.452307909366027161e+00 +7.621482018135793624e+00 +8.261035913857995183e+00 +7.502041311954144476e+00 +7.785525628301002143e+00 +6.509130632783580950e+00 +8.410383804061439150e+00 +6.803253799230787990e+00 +7.760039091166618164e+00 +6.829194447452209715e+00 +8.202707169673431054e+00 +7.374045198465864814e+00 +6.761584055612729571e+00 +6.686214561163069448e+00 +7.027218432490371924e+00 +8.987863033630674181e+00 +7.407233384029950685e+00 +7.463591926912158669e+00 +7.780984575598722586e+00 +7.497530469680441456e+00 +7.790071044238629838e+00 +7.502468258251610678e+00 +8.491729406756348908e+00 +1.553137114224864490e+01 +8.031813020760182553e+00 +8.068486953101000836e+00 +7.978835633563448937e+00 +5.683649053413319052e+00 +7.256696223253129574e+00 +8.039302057207805774e+00 +7.801203079227889248e+00 +6.567606616067223513e+00 +7.633584426405377599e+00 +6.258585971098455047e+00 +5.132713468505244236e+00 +7.929112775600515306e+00 +7.282400959483311453e+00 +8.422240459190106776e+00 +8.107743893273891445e+00 +6.877762258245184057e+00 +8.241527642625442240e+00 +8.272817245557689603e+00 +7.868237876250532281e+00 +7.708656675525162427e+00 +8.092600526214027923e+00 +5.592986923211810790e+00 +5.755981344540941791e+00 +8.382447991336903215e+00 +7.370320164663553442e+00 +6.879423029310601123e+00 +7.891977769945242471e+00 +7.328383680653587362e+00 +4.818383864267161698e+00 +7.957791750970500289e+00 +6.126442341811525694e+00 +7.419144759749087825e+00 +6.975424114396901132e+00 +6.455428092895090231e+00 +8.791133918860396079e+00 +6.663189328486623708e+00 +6.567076863944294018e+00 +7.070066212170786457e+00 +7.310351307818564237e+00 +6.874598337465158693e+00 +8.767665029489307926e+00 +7.151996464091553207e+00 +7.022623829214808211e+00 +8.028165372747025685e+00 +6.863510704203690693e+00 +7.946597825844037288e+00 +7.975049891110302269e+00 +7.269687381901803747e+00 +7.445030957072503952e+00 +8.062699576877548679e+00 +8.071389529191492329e+00 +7.661541888020565239e+00 +7.501100786540519039e+00 +6.783573431088370853e+00 +5.725453281491809321e+00 +8.692922614605777198e+00 +7.569738827683522686e+00 +8.355103514655638719e+00 +6.987847452020105266e+00 +6.301616640350403031e+00 +7.850746247432653036e+00 +8.125457525484762300e+00 +7.455029293950701685e+00 +8.415964503342820535e+00 +8.091592456831676827e+00 +7.798663375256182917e+00 +5.497224951416683325e+00 +6.221505509188773431e+00 +7.263896355501401558e+00 +5.978823739908875723e+00 +7.231967629489190585e+00 +7.567093247442244319e+00 +5.766977123416836548e+00 +6.677805776289005735e+00 +6.298344910002015240e+00 +7.862735807756507711e+00 +7.002414733456589602e+00 +8.171032382645080361e+00 +7.155901205529062281e+00 +7.938772927894206077e+00 +8.254325450969645317e+00 +6.655479367891985021e+00 +8.622076491997631820e+00 +7.993985082122890162e+00 +6.603182326380192535e+00 +7.588254576603503665e+00 +7.008545755777959130e+00 +8.041262365646161925e+00 +7.930190575838423683e+00 +7.290557723720212380e+00 +5.031200280855955498e+00 +6.595771203155891271e+00 +8.785782926652700553e+00 +7.643451849027769640e+00 +8.295973963243795879e+00 +8.670686791570005880e+00 +6.697635063644611364e+00 +6.369767358760782372e+00 +6.116802585908772016e+00 +8.104842869047843124e+00 +6.450310201591491932e+00 +8.119850684077391634e+00 +5.925716109251879971e+00 +8.601368133774030866e+00 +6.482619094674646476e+00 +7.889520828066906688e+00 +8.093993907816638966e+00 +7.698735496046538174e+00 +8.481739469026706502e+00 +7.473194077822881809e+00 +6.318823603462533356e+00 +7.339453763925121166e+00 +8.365933055279583641e+00 +7.588056217234679934e+00 +6.054498497700478765e+00 +8.314070859958064830e+00 +8.039623778805889742e+00 +5.683649053413319052e+00 +7.269801716869551456e+00 +7.656838278417126276e+00 +7.311073992209003336e+00 +7.491205308255757700e+00 +6.997499649621204298e+00 +6.293934922371136054e+00 +7.905431733044224529e+00 +8.058809860237943212e+00 +8.243409029078975436e+00 +7.715231762475013966e+00 +7.977591092710554221e+00 +9.194071461626663222e+00 +6.955045704556141573e+00 +7.162169043127050827e+00 +7.142458756790347252e+00 +7.862052652446436696e+00 +7.332286422677952942e+00 +7.183023115811920434e+00 +7.433247199546713091e+00 +5.658119300578164257e+00 +7.339070927065677097e+00 +6.887038544802180695e+00 +8.167293096337743918e+00 +8.024645684299230197e+00 +7.953214993305664393e+00 +8.196827018544809107e+00 +7.650052548158782884e+00 +7.270037190564835328e+00 +6.578223947666629101e+00 +7.503051127665457898e+00 +7.677985435059326846e+00 +7.950452023301750160e+00 +7.389294534313648910e+00 +8.316573552727277274e+00 +6.889566077628387575e+00 +8.352040644492262800e+00 +7.632425862402669736e+00 +8.526906893437626422e+00 +7.680036004621342727e+00 +8.367158520050907100e+00 +9.185776962105592247e+00 +8.153345013193757040e+00 +7.651696818159962277e+00 +8.172975032412523433e+00 +7.094810899469848664e+00 +8.143500055339245591e+00 +7.939124096268642461e+00 +5.338080702559636848e+00 +5.880298475853578566e+00 +7.559316515771115519e+00 +6.719257750447468425e+00 +7.597271294853271684e+00 +8.831199399264278327e+00 +7.759895505855638476e+00 +7.027003142893590848e+00 +4.538841119157495996e+00 +8.841669682187784929e+00 +8.500314648626044800e+00 +6.730627405317136436e+00 +6.993314039397318993e+00 +7.156796544154076400e+00 +7.040354369302804116e+00 +8.181165526135828259e+00 +5.991724192380843306e+00 +7.644595688336266903e+00 +7.974498632640006690e+00 +6.595771203155891271e+00 +7.419645670380305091e+00 +7.065718804544758314e+00 +7.333318527992105373e+00 +7.288416088833855611e+00 +6.972224436457054253e+00 +7.116750619182312221e+00 +8.073544113964544522e+00 +5.444603809249201731e+00 +7.092891614656309685e+00 +8.259160908600279072e+00 +6.181268745675424725e+00 +7.190649936273075582e+00 +9.269943182932820491e+00 +6.887500794601237430e+00 +7.150215816937816271e+00 +5.557778141794415205e+00 +8.020810112575418316e+00 +7.527514595510638173e+00 +8.918215517640419421e+00 +4.538841119157495996e+00 +6.840750695235783496e+00 +8.044453740731114522e+00 +8.125308332391341537e+00 +8.134305704854341457e+00 +9.451335144170570857e+00 +7.085163251046651567e+00 +7.648889319105364848e+00 +8.355819751404396811e+00 +7.587295762962185108e+00 +4.858188478940974164e+00 +7.014042041623270052e+00 +4.858188478940974164e+00 +6.465747611473943834e+00 +8.659075468388437002e+00 +8.666187712926330278e+00 +6.428636925610589969e+00 +7.153023223088439408e+00 +8.004833689573843003e+00 +7.110562698292596906e+00 +7.361904488149775716e+00 +7.162839218954104581e+00 +6.402066628797911108e+00 +7.749166343684009917e+00 +6.728571817096508312e+00 +7.241876716812384984e+00 +7.993229794033595681e+00 +8.302362604667905543e+00 +7.937329135902473354e+00 +7.248361510330596502e+00 +8.438761357710973243e+00 +7.002414733456589602e+00 +7.602558159730506304e+00 +7.727416766146689042e+00 +8.213578652581418282e+00 +6.808764919522673154e+00 +8.083945114498419571e+00 +7.847114952252923104e+00 +7.560889763786235562e+00 +7.409485018602936179e+00 +6.291799480282861623e+00 +7.886842563034406339e+00 +8.328853084869479062e+00 +6.527764715687681019e+00 +6.502993490831158852e+00 +7.361532698314022127e+00 +8.461038912248113775e+00 +5.155991289133453392e+00 +7.417784364317412837e+00 +7.675285955707295216e+00 +6.454437506069098163e+00 +7.669350746242344030e+00 +6.014198366814525798e+00 +7.693765045981308504e+00 +7.894148592605233716e+00 +7.040780052113404963e+00 +4.858188478940974164e+00 +7.548902125672611874e+00 +7.116105780164616590e+00 +6.870376205219145049e+00 +7.504093064291282644e+00 +7.483683277645013732e+00 +8.168123210630255926e+00 +6.890334300049744343e+00 +8.426996146815781685e+00 +7.515315413016196544e+00 +7.186497378250351176e+00 +7.218360333893997449e+00 +7.967222673896685592e+00 +8.128351078780269745e+00 +7.403090053207506571e+00 +8.117791070450948610e+00 +6.687295780770909914e+00 +7.520751502259827248e+00 +7.521347044814774563e+00 +7.725178560694530461e+00 +7.021037400491422886e+00 +7.757150914329031366e+00 +7.468308637159680075e+00 +6.587422066227645701e+00 +7.414668507983606105e+00 +7.608703089965274557e+00 +7.385585651743440394e+00 +7.644850398616199527e+00 +7.245973852009228722e+00 +7.517761080561285780e+00 +8.062131732950092555e+00 +8.206081157387870917e+00 +8.446941097212402383e+00 +6.681851627085052314e+00 +6.692529794559959555e+00 +7.021849900191682536e+00 +6.497307897503105778e+00 +8.207818523586411175e+00 +7.829935067417409300e+00 +7.935390279023977200e+00 +6.465028139260084572e+00 +7.902253262317117333e+00 +6.772022605505753745e+00 +8.033028039557393640e+00 +7.835741591874011647e+00 +6.460757280894540600e+00 +6.643802260493885115e+00 +8.349655657474613690e+00 +7.708946824317990831e+00 +5.939247238603911683e+00 +7.656727873884847213e+00 +6.931590813551338215e+00 +6.117100162858150725e+00 +8.377470076562076429e+00 +9.098216079366011400e+00 +8.289267720459065458e+00 +7.403178728613966086e+00 +6.710551112657412887e+00 +6.980665978839624586e+00 +7.306762885204989288e+00 +7.162370975000612816e+00 +7.725223761111465137e+00 +7.160330891469129710e+00 +8.324238786619844177e+00 +6.544612946751840354e+00 +6.082932924921351514e+00 +7.141204589264361857e+00 +8.463730008165839536e+00 +6.911171808804283501e+00 +6.867445186215718422e+00 +7.550953923348970420e+00 +8.357971586064650182e+00 +5.281306239801779157e+00 +6.708799347236890753e+00 +6.323639992689550127e+00 +6.981468618811959459e+00 +4.818383864267161698e+00 +7.520361014329864702e+00 +8.260666310373835586e+00 +8.122159113509951567e+00 +6.244944830717940931e+00 +7.796560331735690852e+00 +8.487151505014480790e+00 +7.052009515153713437e+00 +6.875169292416558164e+00 +6.896611320558804437e+00 +7.539983107932584971e+00 +7.509244901135843975e+00 +6.883974030043191306e+00 +7.155901205529062281e+00 +7.526858314463424904e+00 +7.380227516440754698e+00 +8.095385696123685193e+00 +7.412377286422724865e+00 +8.281623913787825586e+00 +8.451061425081661582e+00 +8.008281283719043131e+00 +6.940898255501451786e+00 +7.029463750498962327e+00 +7.385403273090105358e+00 +6.409254960008638591e+00 +8.160714170355277020e+00 +8.010212144563865877e+00 +8.077630580414279393e+00 +5.673317419806153339e+00 +8.437317542252458225e+00 +5.754121774950363033e+00 +6.584203686884848139e+00 +7.720208222542623844e+00 +7.984690849725666340e+00 +7.076030453274597676e+00 +7.366090398005781026e+00 +7.653961979490759404e+00 +7.161304089237091830e+00 +7.868019833845210087e+00 +8.150810481279677333e+00 +7.325250285118727334e+00 +8.065027295268009766e+00 +4.858188478940974164e+00 +8.071577737734060065e+00 +7.902253262317117333e+00 +6.753355095792812790e+00 +4.507112677000577605e+00 +8.380403536350968352e+00 +8.016541759783649468e+00 +6.694496503807840782e+00 +8.090419766398099455e+00 +7.234618202378442220e+00 +5.592986923211810790e+00 +7.898774652452175360e+00 +8.012858942927778116e+00 +7.465587344916457369e+00 +6.196190880121321243e+00 +6.120368729408710351e+00 +6.765083940538261231e+00 +8.625629469680461625e+00 +8.002216953852439474e+00 +6.148007978563782672e+00 +5.751462989367155387e+00 +7.171539323698198132e+00 +7.224979337229342491e+00 +7.761859339019338222e+00 +7.448436605840470293e+00 +7.226632340996729909e+00 +7.565623526466424664e+00 +5.441900291014007962e+00 +7.121478249789561232e+00 +7.374077561206377140e+00 +6.609930551929664944e+00 +8.604019748725022509e+00 +7.725684959005775454e+00 +5.281117971405819844e+00 +8.051815379991239752e+00 +6.673773537362194475e+00 +8.099895352407656901e+00 +6.933433791128209123e+00 +6.582434235572236503e+00 +4.481784475923632272e+00 +7.934954751041914278e+00 +7.849615337857812847e+00 +6.992922766510673682e+00 +5.656592427588748251e+00 +6.071756688731511531e+00 +5.655981565096681152e+00 +7.251673368224146543e+00 +6.853397026377479051e+00 +7.138287735183894256e+00 +7.479051028790308919e+00 +8.429229215792020113e+00 +7.357940036661602790e+00 +7.078834764502062171e+00 +4.858188478940974164e+00 +8.021269261931593064e+00 +7.208981288875293103e+00 +9.129245855094268336e+00 +8.839006934005738003e+00 +6.986216800031797902e+00 +7.306042492232336372e+00 +7.997936662007305131e+00 +7.283609859675379994e+00 +7.453346314350255852e+00 +8.721246466699540179e+00 +7.663033497793549031e+00 +9.671393464280754415e+00 +7.162741776077837130e+00 +7.646395310954630986e+00 +5.631083690344439674e+00 +7.433616028600226855e+00 +8.259907332522743673e+00 +7.048739843711246067e+00 +7.216275847342330962e+00 +5.650700263429371262e+00 +7.828841614319117070e+00 +6.104559772626544145e+00 +7.566225243837379821e+00 +7.822334755035626586e+00 +7.694778237615537364e+00 +8.304260789831459988e+00 +5.030475877229264370e+00 +7.671132284764098586e+00 +8.233260788311326905e+00 +7.020867525399353326e+00 +7.421790743593646766e+00 +7.914634615538943763e+00 +8.078347710362322687e+00 +7.875380220087663474e+00 +8.074279995602864801e+00 +7.145480867221522203e+00 +7.780168858275828825e+00 +7.165694999449897296e+00 +7.306840569526684703e+00 +6.301723455404044216e+00 +6.216850067688483250e+00 +6.076996279987724847e+00 +8.133003510483376886e+00 +7.271640320659571444e+00 +6.904085499492794042e+00 +7.729682856902400090e+00 +6.206943992549895484e+00 +9.172453612034132675e+00 +8.120085616142205254e+00 +8.234778587634082214e+00 +8.542027753807815316e+00 +7.095195697977942473e+00 +7.499409049090900226e+00 +7.975866809196304530e+00 +5.658119300578164257e+00 +7.967222673896685592e+00 +7.052009515153713437e+00 +7.504988008002328570e+00 +8.044285212377417338e+00 +7.470145777767811524e+00 +7.001392463351294282e+00 +6.204834680872863828e+00 +7.108518993243706063e+00 +8.069259379318282299e+00 +7.171539323698198132e+00 +7.128246683337692957e+00 +7.947612881862823997e+00 +7.971823123994454363e+00 +7.748378562589095964e+00 +6.509105627476856171e+00 +8.383157181778187805e+00 +7.048682419322176429e+00 +5.287904599810190120e+00 +7.306838604144104465e+00 +5.551203419386183668e+00 +7.700353831908159918e+00 +6.865100300162794156e+00 +8.059716762332755025e+00 +6.100889918059692718e+00 +6.697635063644611364e+00 +7.874620250955103984e+00 +7.664571072351009207e+00 +8.172575881077136728e+00 +7.506280950828113419e+00 +7.869379506704262894e+00 +8.417064333865255321e+00 +7.310381856409094325e+00 +6.719451443672369351e+00 +7.426665778557890008e+00 +7.205138364926824579e+00 +8.287822497260094678e+00 +6.579444984807651053e+00 +5.631083690344439674e+00 +7.935268413365065499e+00 +8.957108349200098019e+00 +6.794479383075213264e+00 +7.706060683110990794e+00 +6.901451161436398252e+00 +9.144819984473087970e+00 +8.123497693099579919e+00 +7.848267825123002694e+00 +7.166793475612848852e+00 +6.924665736644328717e+00 +6.007966216268869175e+00 +6.901451161436398252e+00 +8.368097265202322887e+00 +5.752888832494136295e+00 +6.291502384579416685e+00 +6.259441028577839461e+00 +7.862718788134316128e+00 +7.478330180340890365e+00 +8.178951300894823362e+00 +8.083945114498419571e+00 +7.835549051726502512e+00 +7.141519488274298055e+00 +8.133728011129278457e+00 +7.053144517946293490e+00 +8.038552619033907831e+00 +7.504479392114717484e+00 +7.366534164178574429e+00 +7.963387242672979482e+00 +6.776819231310128089e+00 +7.261408425396894017e+00 +7.702677511061210680e+00 +7.382042791487492650e+00 +7.779210180943209707e+00 +8.589458855847624363e+00 +8.264293695872311218e+00 +7.253128692097561725e+00 +6.718681917410322058e+00 +7.142458756790347252e+00 +8.019770857732510194e+00 +7.392420504461370001e+00 +7.823803898653750366e+00 +8.353625893825665116e+00 +7.545320814033402712e+00 +8.029067653583297215e+00 +8.013110839926412154e+00 +7.591230714312132477e+00 +7.769201464223897347e+00 +7.670328313270601939e+00 +7.957142789663521398e+00 +8.275793847881686816e+00 +7.792942276713347383e+00 +7.217869964689271001e+00 +8.481591770536397235e+00 +7.676907670608670742e+00 +7.371452908349965583e+00 +7.460799447100725956e+00 +7.245716713616729976e+00 +7.688685637713206233e+00 +8.236891446652862214e+00 +7.521346903929043037e+00 +8.609020848602085607e+00 +6.019152253251377260e+00 +7.727021642809177138e+00 +7.960179451979001897e+00 +8.378038294209545711e+00 +8.317355300897361303e+00 +7.398899289079963637e+00 +6.928664856650811998e+00 +6.868401012593494670e+00 +7.939270429518728633e+00 +6.042045484328355087e+00 +8.027498327388002508e+00 +6.867417688990371971e+00 +7.269687381901803747e+00 +7.660775068872681004e+00 +8.082252604968289234e+00 +7.696665711362129514e+00 +9.015788064320986450e+00 +7.870529820021147316e+00 +6.807777012957558327e+00 +7.180179677750402334e+00 +7.490433042168206157e+00 +4.858188478940974164e+00 +8.315151429322668264e+00 +6.515798213712969300e+00 +7.637020480009596213e+00 +7.199449433392146602e+00 +7.678865347706050670e+00 +7.716659319101381698e+00 +8.071389529191492329e+00 +8.049172487123996689e+00 +7.812465335997330840e+00 +7.282425414126464602e+00 +7.814578626104776049e+00 +8.002004430753913766e+00 +7.280151413885050715e+00 +7.144618369090949273e+00 +6.738959497449741320e+00 +6.464961626104468451e+00 +7.607874759438345791e+00 +4.762382186904233095e+00 +8.293809758441511804e+00 +7.658392640120382566e+00 +8.023787509813701035e+00 +8.019045889427616203e+00 +7.171539323698198132e+00 +8.320614582440157392e+00 +7.003060594309317821e+00 +8.315151429322668264e+00 +7.547772435642855271e+00 +7.574863355082925409e+00 +8.138592275105111185e+00 +6.892366617639254400e+00 +9.155207671641619527e+00 +8.125640194763491309e+00 +7.283609859675379994e+00 +7.333301622721592139e+00 +6.621631604373305890e+00 +5.166543932923559623e+00 +5.861926315370965312e+00 +6.874598337465158693e+00 +6.424138664872316440e+00 +7.703978101189022709e+00 +7.793642602276122489e+00 +7.901941678808725555e+00 +7.739962951767665800e+00 +6.350753947268458433e+00 +7.708424914000715944e+00 +6.700238776045353006e+00 +8.021922211077253451e+00 +6.622779434050698910e+00 +8.148252174437857320e+00 +7.228955644612142351e+00 +7.518036884702269163e+00 +7.188719020807184279e+00 +6.536066587622826773e+00 +8.338665284528360644e+00 +7.875380220087663474e+00 +6.737388960690168460e+00 +6.861094459890864528e+00 +7.427582436760076234e+00 +7.530220935715078667e+00 +8.175451773911845521e+00 +6.770496663972608076e+00 +7.171539323698198132e+00 +7.084188881997761200e+00 +7.883307303922720166e+00 +6.896455795158090041e+00 +6.394143614320910274e+00 +7.605124930967576802e+00 +5.260883747065236093e+00 +5.902225202139106841e+00 +7.480786484505642875e+00 +7.967222673896685592e+00 +6.895857684964539658e+00 +7.944949301734141045e+00 +8.004684295171045960e+00 +6.761093646687186265e+00 +8.635195418692092062e+00 +8.017642627853547310e+00 +8.036048329180630390e+00 +6.342193753757783270e+00 +6.765504031979162392e+00 +8.094837530284166860e+00 +8.430392316495272098e+00 +7.286618949714465998e+00 +7.417411987732521084e+00 +7.700252027716942393e+00 +8.122583780628247041e+00 +7.114333044587965560e+00 +7.373313653555669589e+00 +6.816625423638470238e+00 +7.930199248616190744e+00 +7.607990142111702880e+00 +7.150093111491969466e+00 +6.149333442443094100e+00 +7.126423757351403765e+00 +6.002199317094891740e+00 +6.250081335148934158e+00 +7.761838839253414335e+00 +7.518826376575816539e+00 +4.818383864267161698e+00 +7.961752077940218442e+00 +7.591222814627599291e+00 +6.619534463363379473e+00 +7.779798115554967808e+00 +5.941159161495761509e+00 +8.010085295896715252e+00 +8.026297121926745604e+00 +8.334689935983988107e+00 +7.909464299577848578e+00 +8.316421493147117872e+00 +8.141561379274207866e+00 +7.270877082740298647e+00 +6.783143614754862938e+00 +8.206697414579593897e+00 +6.222099301942307648e+00 +7.179254474066510738e+00 +7.310649036946415436e+00 +7.411181585026497487e+00 +7.386917114812604268e+00 +8.092202356884627079e+00 +7.432226500321576168e+00 +5.672666166129602061e+00 +7.382987096126726101e+00 +7.841976881264599797e+00 +7.536100353010169783e+00 +9.183675315913660597e+00 +6.547742789146923315e+00 +7.388847954752236546e+00 +7.775583504906535381e+00 +8.462137089803945855e+00 +7.570870017746074154e+00 +6.965152141293856403e+00 +6.390555728062281560e+00 +8.181366226310728962e+00 +6.863436815187014872e+00 +7.276115902478977659e+00 +7.638023831138980313e+00 +7.496985899977516965e+00 +6.844371359199158178e+00 +7.500827669765840255e+00 +7.721471890323300613e+00 +8.688502247382984933e+00 +6.403946401926532417e+00 +8.002225185446604883e+00 +8.001262417531961546e+00 +7.532219908750448667e+00 +7.171539323698198132e+00 +6.824482674625869549e+00 +7.801386347599418514e+00 +7.118331498113093403e+00 +8.193454027106326976e+00 +7.585271423104586574e+00 +7.790866826172532456e+00 +8.067609556064780918e+00 +7.655937054854803137e+00 +6.134487254621035390e+00 +7.082804212080645812e+00 +5.411573305916590471e+00 +8.279284448486123438e+00 +6.761061460164910386e+00 +7.727607397415340529e+00 +5.838660446914218483e+00 +6.724867642994922790e+00 +7.942608695987928513e+00 +6.577039927849000378e+00 +7.851364150187237101e+00 +7.478985422933874361e+00 +7.152647517449167935e+00 +7.323743851763993007e+00 +7.564346995646246796e+00 +7.261831858703317266e+00 +6.867445186215718422e+00 +7.191096231108986103e+00 +8.227735996628780413e+00 +8.010658090248853114e+00 +7.051381287711137702e+00 +7.560674680155443639e+00 +8.076317970378113387e+00 +7.208000063107192545e+00 +6.286651951975272823e+00 +7.130010495173792151e+00 +7.225102143321691983e+00 +7.509545154052375437e+00 +6.865452507184727438e+00 +7.677985435059326846e+00 +7.026937896160234232e+00 +8.705540704469058255e+00 +7.412540454335612594e+00 +7.506703640152863954e+00 +6.346176770520287391e+00 +7.989790520652604755e+00 +7.159812791511285468e+00 +7.175083609345620062e+00 +6.071756688731511531e+00 +8.068986359492100746e+00 +7.014693873538362823e+00 +8.085544996876706136e+00 +7.286687603698737803e+00 +6.876755656129716954e+00 +6.823647902849188540e+00 +6.380253630061815784e+00 +7.751124873860590014e+00 +8.255101282150008046e+00 +7.475468849477692856e+00 +4.818383864267161698e+00 +6.431039748700641212e+00 +8.339689244131477608e+00 +7.175300947497362358e+00 +5.989210425027977180e+00 +7.614129195452733256e+00 +5.880696195450127561e+00 +8.180944506035757513e+00 +7.617547933748028299e+00 +8.103225233122429927e+00 +7.348066392391501722e+00 +7.413923812980101502e+00 +8.323762067594088876e+00 +8.143032461900475028e+00 +4.456324323410399302e+00 +7.377855288926184585e+00 +5.980811408174304233e+00 +7.085865284549981880e+00 +6.870087239159602177e+00 +7.956392364806561091e+00 +6.596290845659041224e+00 +7.985796595257852459e+00 +8.453169313316720945e+00 +4.818383864267161698e+00 +6.065875720612893929e+00 +8.120014402488777705e+00 +7.547796710368857021e+00 +8.164269930956379540e+00 +6.775719999815009942e+00 +9.086358597112393909e+00 +7.351586665842205548e+00 +7.494074465394533036e+00 +8.312650748590385774e+00 +7.492312915375350713e+00 +7.826456000577309169e+00 +5.574792920347590552e+00 +8.304260789831459988e+00 +8.064245707841109834e+00 +6.215217171256426809e+00 +7.300120366435749020e+00 +7.277708571691618999e+00 +7.472386681732132274e+00 +7.051589974637408886e+00 +8.589243921191155096e+00 +7.861379403458158777e+00 +7.590493250657345925e+00 +6.284291215460143576e+00 +7.593480301981344383e+00 +6.946548829027506144e+00 +4.538841119157495996e+00 +7.409111155881873856e+00 +7.822405247456572397e+00 +7.178991248154034110e+00 +8.186217009767915442e+00 +7.305058939579794242e+00 +8.682688255618359108e+00 +7.864085141366103926e+00 +7.141210074663376872e+00 +6.350873400071577635e+00 +7.814236152542889613e+00 +6.199256628136936342e+00 +6.882705614549649908e+00 +7.578653301270151132e+00 +7.781910809618239000e+00 +5.166543932923559623e+00 +7.932581593171107670e+00 +4.858188478940974164e+00 +7.786331373812117818e+00 +6.954032553831893892e+00 +5.640914735794922308e+00 +7.746703426000294712e+00 +8.421068618922163296e+00 +6.457549283386015304e+00 +7.573740244393320609e+00 +5.709952347978287435e+00 +7.982930164811023133e+00 +7.782728507171214005e+00 +7.079349111275860196e+00 +8.079067919825320132e+00 +5.287904599810190120e+00 +6.761584055612729571e+00 +7.264414580412449141e+00 +7.178361293184934766e+00 +7.848908199429843080e+00 +8.156224675934026891e+00 +7.052147717725802067e+00 +8.387524685287189641e+00 +7.017043468706106069e+00 +8.188573035217814322e+00 +5.677816761978192517e+00 +8.185929010323434341e+00 +7.795784929323417600e+00 +6.318937449096210912e+00 +8.389885763748679892e+00 +8.152803761830455187e+00 +7.056914268853233807e+00 +7.367403992661820666e+00 +8.825121697597751336e+00 +8.054436331260149018e+00 +7.745187196097049309e+00 +7.321172804588059080e+00 +7.758715054564618185e+00 +6.131989037649418606e+00 +7.584740707382934488e+00 +8.351176697002756555e+00 +8.071036807991276874e+00 +8.596475315972384124e+00 +6.040725062677211099e+00 +7.816272339583520079e+00 +7.664062436667791189e+00 +7.749873670887609478e+00 +7.306762885204989288e+00 +6.064562325766928552e+00 +7.205622716293419217e+00 +7.579449792744071601e+00 +7.835476339390879730e+00 +7.050700916279765806e+00 +7.150215816937816271e+00 +6.845853688801980752e+00 +7.832023403717357724e+00 +7.502741690287621168e+00 +7.756769870814423484e+00 +7.339074725255159137e+00 +7.654659235953204188e+00 +7.171539323698198132e+00 +7.893397906627342309e+00 +8.053655865403015923e+00 +5.237358797257002152e+00 +8.038747917857563152e+00 +7.832348540171096829e+00 +7.537392074978015444e+00 +7.784524282763413794e+00 +7.816672676753114501e+00 +8.235830787989016244e+00 +7.283609859675379994e+00 +7.437109493242587632e+00 +7.085605520067019825e+00 +8.064794012505899445e+00 +8.076115241552543011e+00 +6.448532496605366759e+00 +8.035207064033329516e+00 +6.270918782055105112e+00 +6.791505779781800811e+00 +5.631083690344439674e+00 +8.109979591421961231e+00 +7.978238405665251776e+00 +9.421190790173113783e+00 +7.617804379731296649e+00 +5.417034517247884651e+00 +7.381148626316189620e+00 +7.526858314463424904e+00 +6.548117579557583667e+00 +7.995779400068840914e+00 +7.382639504913640849e+00 +6.399850522934229957e+00 +7.801538815808726213e+00 +7.607640459632420971e+00 +6.832530903039241821e+00 +7.887565354986691091e+00 +5.954230867887417844e+00 +5.311429459131431940e+00 +6.475952723089449137e+00 +7.631963250102671736e+00 +7.255187628227304231e+00 +7.065718804544758314e+00 +7.664090227580800274e+00 +7.163966057019479194e+00 +6.752414635996956349e+00 +6.390555728062281560e+00 +7.463230261234912177e+00 +8.584484753424931114e+00 +8.380506647943548160e+00 +7.450117021729965927e+00 +6.867445186215718422e+00 +9.470733039644983364e+00 +6.362121388377545372e+00 +7.547679208851150179e+00 +8.358340684558243083e+00 +8.232485173100030806e+00 +7.179312778897383396e+00 +5.713621394084384519e+00 +7.623177012010273756e+00 +7.821527663969391142e+00 +7.600413950729034696e+00 +5.870566165779109724e+00 +7.480340425978283747e+00 +6.919707184735216288e+00 +7.181836193353774433e+00 +6.197564643589885236e+00 +8.369489802256339317e+00 +7.440941119225044531e+00 +8.073773926668764034e+00 +7.382055895598568895e+00 +8.183121465342082956e+00 +7.199196091922203777e+00 +7.110623871813459118e+00 +6.019152253251377260e+00 +7.034983203998308454e+00 +6.541955265797696484e+00 +5.895226202722824382e+00 +7.799479917556709552e+00 +7.823298915654049779e+00 +8.116447165680256148e+00 +7.503325919982216874e+00 +8.454712041062521166e+00 +7.716532751760496467e+00 +7.267161522575406707e+00 +8.510671942656699684e+00 +5.691988918160404864e+00 +6.375848215108362638e+00 +7.585305646955475822e+00 +7.581759321577465016e+00 +7.480122673669484357e+00 +7.083247452281284495e+00 +7.130063271277776948e+00 +7.744787779459329613e+00 +7.260603006504425139e+00 +7.099297807577841013e+00 +6.331900657318328740e+00 +8.385273376060467854e+00 +6.298344910002015240e+00 +7.171539323698198132e+00 +6.269270264579517971e+00 +8.055990066555295925e+00 +8.432930297274197073e+00 +7.286229037453722412e+00 +7.572059819382502610e+00 +7.954902552095518331e+00 +7.594247005192755751e+00 +8.269360790438440745e+00 +7.721320064718838694e+00 +6.374036376137610205e+00 +7.587718238851721253e+00 +6.369767358760782372e+00 +7.512300687546030531e+00 +7.721177405337130040e+00 +8.096353840413030412e+00 +7.761859339019338222e+00 +6.944055180422765261e+00 +7.087501394264108967e+00 +5.800355722291442362e+00 +6.854227918812284770e+00 +8.541087917194545298e+00 +6.874598337465158693e+00 +6.291895612017469830e+00 +7.587055732996304869e+00 +5.513856692316494446e+00 +7.653862910258339980e+00 +6.219794407626523025e+00 +8.102261218307376112e+00 +7.225874127850602235e+00 +8.123865367375856295e+00 +7.971548357202209445e+00 +8.408775691141272546e+00 +7.171539323698198132e+00 +7.597271294853271684e+00 +7.711231415257771005e+00 +8.292898644614524528e+00 +4.581514161596032864e+00 +8.139132986956155946e+00 +7.936188935523205146e+00 +7.443535401902863669e+00 +7.663060601253619097e+00 +5.144583493255140638e+00 +7.993538762064417824e+00 +7.504999756163670099e+00 +6.777798153518688196e+00 +6.345221282948386943e+00 +7.859746748642464809e+00 +7.794024519811955543e+00 +7.443107565487935062e+00 +6.135904038251283055e+00 +7.758217493926167663e+00 +7.775359163664234075e+00 +7.907290253579503769e+00 +8.052145152827051788e+00 +7.712980565958332591e+00 +6.646775691172933875e+00 +5.669771311597742169e+00 +6.298697188467031083e+00 +4.396306683641569180e+00 +7.863534216950029077e+00 +8.664179751418942033e+00 +7.688988791131123435e+00 +5.902225202139106841e+00 +8.253526124774907657e+00 +8.346012182642880362e+00 +8.190172286594133766e+00 +6.065875720612893929e+00 +7.481069321068389399e+00 +7.389269289445564937e+00 +7.351459937620347773e+00 +7.898483457097881910e+00 +8.245258382899010030e+00 +6.538038743636661820e+00 +7.749166343684009917e+00 +7.021037400491422886e+00 +6.821430720299758832e+00 +7.319992206801998691e+00 +7.478922912276630086e+00 +7.534811232739230036e+00 +5.707573643742307468e+00 +7.486886632063942670e+00 +8.016364643999168038e+00 +7.738366123131072527e+00 +8.439068799522829067e+00 +7.605428286175538233e+00 +5.683649053413319052e+00 +7.890195418611710920e+00 +7.772422843240292423e+00 +7.651229799621432903e+00 +7.453823802151418931e+00 +7.768076624498917226e+00 +6.776069838633702602e+00 +6.602223408525787818e+00 +7.271656228958363499e+00 +8.494388810612235829e+00 +7.576997082296202279e+00 +7.654170654590870981e+00 +8.258888012282568525e+00 +7.533293728602984629e+00 +7.085865284549981880e+00 +7.207885599874316540e+00 +8.235232785597872862e+00 +8.104978362620840926e+00 +7.815212337950015353e+00 +7.193460380819942657e+00 +7.733431116808333172e+00 +8.120943210327368433e+00 +6.591695447171787237e+00 +6.362121388377545372e+00 +8.116196035806751752e+00 +7.282584490210865624e+00 +8.290950010148662841e+00 +8.038383860250633006e+00 +7.859721703484865429e+00 +8.092614868296095665e+00 +8.501839368392666074e+00 +7.753767373663777107e+00 +6.442718802349190810e+00 +7.981815191987152502e+00 +8.456395412157689861e+00 +7.682272248606295761e+00 +8.199419069393570680e+00 +6.995863681656828703e+00 +8.292355865064109821e+00 +6.529154959459901875e+00 +8.183307890615196811e+00 +7.427349762936046318e+00 +7.868833493913825805e+00 +6.431281842652424530e+00 +7.558480552012952103e+00 +6.867445186215718422e+00 +5.861014298387090093e+00 +7.343569099502474273e+00 +7.051589974637408886e+00 +6.703470100645517959e+00 +6.284557522433715349e+00 +6.581107119763601077e+00 +6.961397130688055768e+00 +8.194453351358333748e+00 +7.794787972698486556e+00 +7.286105262503042468e+00 +7.880383794199588010e+00 +7.294571685312803311e+00 +8.054442526618913689e+00 +7.702351884945528582e+00 +8.486988754772482935e+00 +7.909464299577848578e+00 +7.817706315037867171e+00 +8.678842185679059185e+00 +7.346999359830988396e+00 +6.876555066691253160e+00 +6.638676361810667004e+00 +8.190323453272867482e+00 +6.384058971623574053e+00 +8.044586140773436256e+00 +7.943425736138898685e+00 From 9f6ced1183b324579b7da0249e5d936e8882556c Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 15:28:10 +0100 Subject: [PATCH 08/16] Update task_2_predictions.csv --- task_2_predictions.csv | 6726 ++++++++++++++++++++-------------------- 1 file changed, 3363 insertions(+), 3363 deletions(-) diff --git a/task_2_predictions.csv b/task_2_predictions.csv index 9b23f61..8cc5e83 100644 --- a/task_2_predictions.csv +++ b/task_2_predictions.csv @@ -1,3363 +1,3363 @@ -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -0.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -0.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 -1.000000000000000000e+00 +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +False +True +False +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +False +False +True +False +True +True +True +True +True +True +False +True +True +False +False +True +True +False +False +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +False +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +False +True +False +False +True +True +True +False +True +False +True +True +True +False +True +True +False +True +False +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +False +True +False +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +True +False +True +True +True +False +True +True +True +False +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +False +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +False +False +False +True +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +False +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +False +True +True +True +True +True +True +True +False +True +False +False +True +True +True +False +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +False +False +False +True +True +False +True +True +True +True +True +True +False +True +True +False +True +False +True +False +True +True +True +True +True +True +True +False +False +True +False +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +True +True +False +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +False +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +False +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +False +True +True +False +True +False +True +True +True +True +True +True +True +False +True +True +False +True +True +True +True +True +True +True +True +False +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +False +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +False +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +False +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +False +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +False +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +False +True +True +True +True +True +True +True +False +False +True +True +True +True +False +True +False +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +False +True +True +False +True +True +True +True +True +True +True +True +True +False +False +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +False +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +False +False +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +False +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +False +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +False +True +True +True +False +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +False +True +True +True +True +True +False +False +False +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +False +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +False +True +True +True +True +True +True +True +False +False +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +False +False +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +False +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +True +True +False +False +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +False +False +True +True +True +True +True +True +True +True +True +True +True +False +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +False +True +True +False +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +False +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +False +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +False +False +False +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +False +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +False +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +False +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +False +False +True +True +False +True +True +True +True +True +True +False +True +True +True +False +True +False +True +True +True +True +True +True +True +False +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +False +True +True +True +True +True +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +True +False +True +True +True +True +False +True +True +True +True +True +True +True +True +True +True +True +True +True +True \ No newline at end of file From e7a55f25b92a847f604c1a81795b16c07c74488a Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 15:48:35 +0100 Subject: [PATCH 09/16] Create bonus_1_predictions.csv --- bonus_1_predictions.csv | 3363 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 3363 insertions(+) create mode 100644 bonus_1_predictions.csv diff --git a/bonus_1_predictions.csv b/bonus_1_predictions.csv new file mode 100644 index 0000000..dcfbb5e --- /dev/null +++ b/bonus_1_predictions.csv @@ -0,0 +1,3363 @@ +7.246789129913508987e-01 +7.001661354611883326e-01 +6.921964352726703851e-01 +6.901781241393720734e-01 +6.720671014926651310e-01 +7.571530483551640600e-01 +6.920402167948793704e-01 +6.874027436589003059e-01 +6.952440465259073221e-01 +7.287055089440954703e-01 +6.912026311399372958e-01 +6.999047677840337656e-01 +6.926187063677389233e-01 +6.865026603804054162e-01 +6.908750853203109443e-01 +7.099027139997957647e-01 +7.011099375148717172e-01 +6.956722910766472978e-01 +7.009873378928901388e-01 +6.875503624610104225e-01 +6.928864528276150736e-01 +6.949806466438275265e-01 +6.723484479193473362e-01 +7.174939187179276701e-01 +6.884201541976722183e-01 +6.972375413860021354e-01 +6.922896412439598635e-01 +7.203414101484639787e-01 +6.990879697041521013e-01 +6.912587275946222576e-01 +7.268902019674641224e-01 +7.436987520360709425e-01 +7.104590252407980699e-01 +6.671984102680852402e-01 +7.125988220324757094e-01 +6.908405203573124709e-01 +6.946346390613342692e-01 +6.788969007542675627e-01 +6.727360585047783559e-01 +6.831642594492635112e-01 +6.900131455599520791e-01 +6.977320019750337110e-01 +7.047163924953423475e-01 +7.161462901110695611e-01 +6.919883769442307653e-01 +6.995987678759121309e-01 +6.933140135380710944e-01 +7.142999561913114803e-01 +7.162984833586776290e-01 +6.949955274969568109e-01 +6.993418977583374385e-01 +6.944585750533107671e-01 +6.946267333798559207e-01 +7.352803782442549618e-01 +6.914452920035500938e-01 +6.764964452943722506e-01 +7.102456711220241914e-01 +7.100904263314689047e-01 +6.833797270918751110e-01 +6.650801705509650219e-01 +6.722802355431127808e-01 +7.040777518358751763e-01 +8.106175479257551331e-01 +6.961474864036709675e-01 +6.919229031075673220e-01 +6.978888662257247688e-01 +6.930178626677729881e-01 +7.192540562030842466e-01 +6.929228557667101995e-01 +7.109742493034758581e-01 +6.722905582063418706e-01 +6.969981506701259377e-01 +7.109945427795736350e-01 +6.895884693718343783e-01 +7.040777518358751763e-01 +7.162203823989230500e-01 +7.040378707406844683e-01 +7.016981891409557193e-01 +7.452397903552459013e-01 +7.206075490337795486e-01 +6.963111336526850437e-01 +7.109036118924692005e-01 +6.844120153276094243e-01 +7.014635448378001570e-01 +7.050698579709866465e-01 +7.124108910885240675e-01 +6.901778176920956298e-01 +6.820926593480152178e-01 +6.861751492777301564e-01 +6.616769537851681093e-01 +6.866703863075258596e-01 +7.203384816609030850e-01 +7.050634490701668255e-01 +7.292216195165082127e-01 +6.912798380938198761e-01 +6.741135996597549251e-01 +8.017541884978385269e-01 +6.848881528572690058e-01 +7.427504300338512166e-01 +7.136171858215760722e-01 +6.377823644177880169e-01 +6.871755220690047850e-01 +6.688860278513644175e-01 +7.235176329740085066e-01 +7.063391997321772919e-01 +7.174842558393308423e-01 +7.319732655609811900e-01 +6.814575274242002934e-01 +7.080332445518422446e-01 +8.106175479257551331e-01 +6.796287403014389383e-01 +6.862782766872150830e-01 +7.136171858215760722e-01 +6.874861991852583287e-01 +7.139399497848586407e-01 +7.347120416035934909e-01 +6.777600478338712264e-01 +7.071772495537302916e-01 +7.102018272756538408e-01 +7.250623804186773214e-01 +6.896448693086441040e-01 +6.919336848420414299e-01 +7.245850721169802000e-01 +7.250623804186773214e-01 +6.738164423161663308e-01 +7.472728096013554477e-01 +7.595168272389258846e-01 +7.110863588441489469e-01 +7.180060729120611995e-01 +7.135867348374986818e-01 +7.222616392687655207e-01 +7.313753729607057608e-01 +7.288629045964185593e-01 +6.735969052557422287e-01 +6.971971082678400933e-01 +7.020578618834392159e-01 +6.826814224038102452e-01 +7.001113321396559286e-01 +6.812698015380433958e-01 +7.110440311335466390e-01 +6.886057319782992181e-01 +6.979955139736304659e-01 +6.868676639259589933e-01 +6.988461574039490642e-01 +7.041017585994211458e-01 +7.238609477193165276e-01 +7.150978736372053390e-01 +7.086808648446165648e-01 +7.184622506370565986e-01 +6.902370186672328600e-01 +7.443197841011581772e-01 +6.928861953793727935e-01 +7.116396311860455626e-01 +6.978305857203750406e-01 +7.146422925230382361e-01 +7.134688309804744222e-01 +7.313016206947793307e-01 +6.967310579183418895e-01 +6.846844732524957067e-01 +6.929053319385758414e-01 +7.058278396238151231e-01 +7.187275669398545119e-01 +7.206722910829483908e-01 +6.979299178081248556e-01 +7.101212999918971036e-01 +6.762895333146872190e-01 +6.911726687462689256e-01 +7.043451324834677507e-01 +7.111465332347322033e-01 +6.968854099706760508e-01 +6.775285109360780211e-01 +6.668241664101728361e-01 +7.409220981603965583e-01 +6.857989382510716325e-01 +8.106175479257551331e-01 +7.057754683953589847e-01 +7.096462706486477146e-01 +6.953859819329366587e-01 +6.908997380677917022e-01 +7.211352564493367368e-01 +7.081522114906917409e-01 +7.284449723412080857e-01 +7.055867094383856397e-01 +8.106175479257551331e-01 +7.194664343555174923e-01 +7.023720357376710410e-01 +7.106606354898090672e-01 +7.472471228523218656e-01 +6.858419450196464595e-01 +7.065965425921305609e-01 +7.097807449056645623e-01 +6.876193529698610973e-01 +7.111523236829029315e-01 +6.874567279882910498e-01 +7.285164626948272826e-01 +7.070692011050994097e-01 +6.806792904787428711e-01 +7.283513282242140008e-01 +7.040378707406844683e-01 +7.030384278633050599e-01 +6.989321569955677660e-01 +6.750727336935469225e-01 +6.786858861100029117e-01 +6.946599411342972985e-01 +7.406515438821017483e-01 +7.134646304533092120e-01 +6.967761676622288292e-01 +6.871929121224980008e-01 +6.813607040805251813e-01 +7.299889027706996103e-01 +7.102280288489168925e-01 +7.330650143418964149e-01 +7.086955034624295990e-01 +6.649448866178317985e-01 +7.043738819417839636e-01 +6.918495538513766974e-01 +6.409749245425970798e-01 +6.809081624683983591e-01 +6.891642347726048001e-01 +6.996751388792219473e-01 +7.291617036288897680e-01 +6.949319954126309540e-01 +7.157188385468771230e-01 +6.746703752793408171e-01 +7.026034001720304900e-01 +6.988088678072941207e-01 +7.170675357122320293e-01 +6.334727800326334091e-01 +7.184465427067365795e-01 +6.904390534652691258e-01 +7.324105612947136024e-01 +7.215167169807870096e-01 +6.901793027703675421e-01 +6.698783535139227752e-01 +7.126971489343745247e-01 +6.407777952694218015e-01 +7.777425990918516163e-01 +7.348016944974773423e-01 +7.023860943028097381e-01 +7.001728974672047912e-01 +7.047163924953423475e-01 +7.410150214539115154e-01 +6.990380894223306996e-01 +7.087456485814627172e-01 +7.130959519027655347e-01 +7.234142257485487448e-01 +6.983221122911942302e-01 +6.949578137835601410e-01 +6.560208934214628584e-01 +6.873515724592706988e-01 +6.962386143392578219e-01 +7.149573992679094658e-01 +6.880066692903668013e-01 +7.061316845985317059e-01 +7.398284094255771492e-01 +7.011797791866385410e-01 +6.964599872573344896e-01 +6.968479177644368860e-01 +7.060601107436070834e-01 +7.103388564391082127e-01 +7.128092208520371287e-01 +7.179390288772253825e-01 +7.241451688151983035e-01 +6.887311725440810051e-01 +7.002712370965369360e-01 +7.341939772022740840e-01 +6.826351495598927954e-01 +7.106049790975461633e-01 +7.030839251589000582e-01 +7.342477012258115110e-01 +6.998274600831777548e-01 +6.738018871716207059e-01 +6.904403777451477708e-01 +6.409017236524761074e-01 +7.222490636266911679e-01 +7.777425990918516163e-01 +7.159270996333546577e-01 +6.999456752170800655e-01 +6.890116013182208121e-01 +7.247516165466194593e-01 +7.306513788116717478e-01 +6.867282360585775791e-01 +6.979316781871816033e-01 +7.188069309178075628e-01 +6.956110386270140111e-01 +6.968559347725715725e-01 +6.851815386317596790e-01 +6.970379527252603680e-01 +6.723760033588277452e-01 +7.017587245796406137e-01 +7.003648456731923488e-01 +7.071860588765730427e-01 +6.972486699374442765e-01 +7.027138014084428619e-01 +6.949806466438275265e-01 +6.758021347114322452e-01 +6.970971868393078807e-01 +6.885222522738629891e-01 +6.733916421493688631e-01 +7.028895302640876253e-01 +6.887153075075147513e-01 +6.836669854015582359e-01 +7.156712324735750030e-01 +7.041017585994211458e-01 +6.895837462058693745e-01 +6.867985987994060793e-01 +7.024120222483176690e-01 +6.999456752170800655e-01 +7.049513378559240095e-01 +7.302578877693406412e-01 +7.140933076576345684e-01 +7.111522038357378506e-01 +6.518970680523779038e-01 +6.786659481782919556e-01 +7.431759195344156410e-01 +7.161463488436652369e-01 +6.854707713616150500e-01 +6.925452036192822902e-01 +7.047677876989979495e-01 +7.037069239386326558e-01 +6.861283304423864138e-01 +6.702150125185184493e-01 +7.420571436769236584e-01 +7.078134359442245227e-01 +7.099372134350119268e-01 +6.965122546137507697e-01 +7.040796285855108749e-01 +7.043366414364413686e-01 +7.033588977397684516e-01 +7.012964662166609742e-01 +7.042481963301341352e-01 +7.452397903552459013e-01 +6.967761235213956184e-01 +6.917312042085086432e-01 +7.377211670758043738e-01 +6.939319691956100655e-01 +7.246429315502425084e-01 +6.981305125191710204e-01 +7.031404820971118852e-01 +6.739674654335630066e-01 +6.891330319476622890e-01 +8.106175479257551331e-01 +7.434284639355723812e-01 +7.046135358268372784e-01 +6.923628382075719401e-01 +6.864466603938907951e-01 +7.384814531378509628e-01 +6.734707456700519401e-01 +6.774269078930146293e-01 +6.884183106471226665e-01 +6.716858890255537062e-01 +7.258080030306359731e-01 +6.938774293989595776e-01 +7.138178566470827491e-01 +7.067016514061883470e-01 +7.021233536320039548e-01 +7.101351668625852653e-01 +7.377360577111176099e-01 +6.812784448288198291e-01 +7.352592963539237303e-01 +6.805742740802855906e-01 +7.024777415416991744e-01 +7.272147157170749665e-01 +6.795450091205808008e-01 +7.090989153956144264e-01 +6.943588305829848650e-01 +7.144733514818426556e-01 +6.916098185332941739e-01 +6.908758310916951473e-01 +7.102349856821135177e-01 +7.042687369337059522e-01 +6.617183292717712106e-01 +6.808962440859147591e-01 +7.212852531409552626e-01 +7.103895351665840963e-01 +6.903117590885017307e-01 +6.895658994190441149e-01 +7.032780352626275544e-01 +7.277434695551718846e-01 +6.865287851020838161e-01 +6.855410281524285665e-01 +7.252787553843873525e-01 +7.148319015720687730e-01 +6.912772055271005911e-01 +6.570698596662012392e-01 +6.956921254315915348e-01 +6.882254299651435758e-01 +6.844654594898997857e-01 +6.930661777666458079e-01 +6.947160896034105804e-01 +7.024061649931567786e-01 +6.962189739924831144e-01 +7.190883604751476810e-01 +7.449448082709864138e-01 +7.362034214782084973e-01 +6.899410872854474519e-01 +7.165006200345516163e-01 +7.294543197193164019e-01 +6.765415511323169540e-01 +6.752995872135940658e-01 +6.707653560780286739e-01 +6.788912227527958976e-01 +7.537263337625503823e-01 +7.276317311407538568e-01 +7.149565385363274572e-01 +7.504358169394365063e-01 +7.367181821273618425e-01 +7.124350482961716580e-01 +6.833147423161740619e-01 +7.092577457304827249e-01 +6.970224009179730729e-01 +7.148657484508049720e-01 +6.822866133661165122e-01 +7.037769144716250480e-01 +6.842175853639815841e-01 +7.226463873982567065e-01 +6.966210719137286844e-01 +6.636410364437921316e-01 +6.872900167517741465e-01 +7.173007150570285262e-01 +6.967839340468486853e-01 +6.914071541035582413e-01 +6.893690182509217834e-01 +7.086899591631592443e-01 +6.992934610950243268e-01 +7.331918886887081044e-01 +7.603902101206330144e-01 +7.211196384707179163e-01 +7.227575308603135795e-01 +6.840516116223298582e-01 +7.064875833408663652e-01 +6.877910002277758394e-01 +7.250623804186773214e-01 +7.173607813465210370e-01 +6.946667693696966239e-01 +6.945944447131111588e-01 +7.296786911169093059e-01 +7.075020550534674157e-01 +6.633573658763864955e-01 +7.099987510121152923e-01 +6.957662611140307263e-01 +7.111465332347322033e-01 +6.491843006270912042e-01 +7.077762649132566253e-01 +7.102280288489168925e-01 +6.848810627484951397e-01 +6.990671130142303014e-01 +7.007248023291836603e-01 +7.095441098901602572e-01 +7.162825592398718300e-01 +6.999456752170800655e-01 +7.119332496147734446e-01 +7.098099768697139211e-01 +6.980495122061896041e-01 +6.648341124321177631e-01 +6.933291125942027122e-01 +6.739235230123838960e-01 +7.014445359345913289e-01 +6.883930808137392887e-01 +7.541071055242625221e-01 +6.767348213889761155e-01 +7.148882233445448264e-01 +7.178323158075627930e-01 +7.225929042643244316e-01 +6.898388177047607428e-01 +7.148882233445448264e-01 +7.098395050723382838e-01 +6.996291329075070564e-01 +7.030384278633050599e-01 +7.051479691530673222e-01 +7.094753050401756411e-01 +7.050283169455795473e-01 +7.035146615724272579e-01 +7.160155090865529814e-01 +7.280405460993222277e-01 +7.303159105039824794e-01 +6.844264415243586086e-01 +7.148341251376066907e-01 +7.024378606864374319e-01 +7.032621999011325897e-01 +7.393661597477603209e-01 +7.272837252870303359e-01 +6.880963910383144366e-01 +7.273646740574193359e-01 +6.929794689851789258e-01 +6.883852889597292801e-01 +6.983044825634294739e-01 +7.280635252973794991e-01 +7.228182964457801063e-01 +6.698173116744925437e-01 +6.853480518368542107e-01 +7.217933295198761812e-01 +7.363717470574613344e-01 +6.522517344785683235e-01 +6.668241664101728361e-01 +6.934507524786255317e-01 +7.317347526320574502e-01 +7.250623804186773214e-01 +6.882181870932910783e-01 +7.262689455590560783e-01 +7.392363670150601251e-01 +6.803766559562376415e-01 +6.784502860309800099e-01 +7.317896034248363435e-01 +7.197808304053268103e-01 +6.976129275096667470e-01 +7.070874722083893005e-01 +7.073597604279164841e-01 +7.140134516640443962e-01 +6.892818178180633026e-01 +7.019264421792357211e-01 +6.645529756935175669e-01 +7.254631853249833284e-01 +7.099341143076145499e-01 +7.033594642616094461e-01 +7.296786911169093059e-01 +6.800383804734799753e-01 +7.365953046298372442e-01 +6.695495773657000882e-01 +6.936744195587252193e-01 +7.106878797910525236e-01 +7.046677548114246292e-01 +7.062156073755900820e-01 +6.823788071794467669e-01 +6.575483333875311587e-01 +7.136404568231782264e-01 +7.034839535020367407e-01 +7.403063332317074696e-01 +6.699648918128460195e-01 +6.806523598536315944e-01 +6.944416327866349548e-01 +6.940416863715554996e-01 +6.808172181082099428e-01 +6.730856573193904069e-01 +6.532761120737760052e-01 +6.498458473518766709e-01 +6.820797327796483955e-01 +7.162126115660925052e-01 +6.918937584329469814e-01 +6.498458473518766709e-01 +6.922901041609357264e-01 +6.413380255116720718e-01 +6.934833733124179389e-01 +6.915619648303916733e-01 +7.258174808708091064e-01 +7.009117826196558099e-01 +7.057689667662501165e-01 +6.424238606435466181e-01 +7.150755943103774825e-01 +6.852085790308208857e-01 +7.148218261098406856e-01 +7.056564302821044521e-01 +6.951872005036037194e-01 +7.053022570625060439e-01 +7.252685047450384559e-01 +7.332435188645689550e-01 +7.215358012975698898e-01 +6.874611489053918945e-01 +6.842671057313225447e-01 +7.324220152652856086e-01 +7.136220051308654888e-01 +6.935016333044359271e-01 +8.106175479257551331e-01 +6.971014007578304472e-01 +6.637302683023236227e-01 +6.805653098078181529e-01 +7.296984093477547617e-01 +7.280635252973794991e-01 +7.005946047468611937e-01 +6.676370883936399991e-01 +7.161116848451811734e-01 +6.901307570349288767e-01 +6.754024036775803097e-01 +6.929129216223870458e-01 +6.681439942416460553e-01 +7.054569747982242234e-01 +6.865763050898578967e-01 +6.949578137835601410e-01 +7.132675405715787065e-01 +6.703822872311349101e-01 +7.018450112345675507e-01 +7.126032854578667752e-01 +7.201762275439804739e-01 +6.776219662277469524e-01 +7.133604634198889016e-01 +6.928354956088895733e-01 +6.874484997093261995e-01 +6.658722195718667081e-01 +6.836365175734897548e-01 +7.004188909970494592e-01 +8.106175479257551331e-01 +7.373361362639840877e-01 +7.119732253047601489e-01 +7.010194470369484065e-01 +6.806681144735406974e-01 +7.182488414695740175e-01 +7.702230593365655409e-01 +7.049395311956772048e-01 +6.805997044159539655e-01 +7.207516200966921360e-01 +6.939306179248490025e-01 +7.076969889956004067e-01 +7.606907822094015614e-01 +7.274707346620488124e-01 +6.848733565042230964e-01 +7.125919478740030399e-01 +7.311230991072505958e-01 +6.762297686395726259e-01 +7.045534840008045308e-01 +7.066706870407841734e-01 +6.856725935126490867e-01 +6.879034823028220558e-01 +7.270716779368768812e-01 +6.794915356045194699e-01 +7.008100148455795875e-01 +7.268447155554298433e-01 +7.024349232295037382e-01 +6.985137824807097218e-01 +7.178914109648886210e-01 +6.545242046754253806e-01 +7.143446055646691661e-01 +7.037287453257405900e-01 +7.238920777934580997e-01 +7.092050446227915472e-01 +7.128582347619243365e-01 +6.838303995237069444e-01 +7.161173082377629839e-01 +7.197661035266165186e-01 +7.015506381788796375e-01 +6.566029125595562732e-01 +7.186714454518465800e-01 +7.407350992063186368e-01 +6.972467472862291515e-01 +6.682586356204254230e-01 +7.050767067881977823e-01 +6.922870550938711176e-01 +6.960752278267463566e-01 +6.873841243919471822e-01 +6.816027437681455581e-01 +7.168600321421720878e-01 +7.492869138783788685e-01 +6.922211718606945396e-01 +7.874290578986240519e-01 +7.023491181195566924e-01 +6.708993575610442406e-01 +7.117935004497297768e-01 +7.132250311671555210e-01 +7.213155056525550890e-01 +6.952826175856188229e-01 +7.198201749142398853e-01 +8.106175479257551331e-01 +6.945375945470857459e-01 +6.997666264883193321e-01 +7.658828330826352726e-01 +6.956504214391543428e-01 +6.919290445761774322e-01 +7.285091816885724825e-01 +7.176005044592628224e-01 +7.199702949442539079e-01 +7.382245620016476551e-01 +7.002724647679130499e-01 +6.706309962956495951e-01 +7.015005150410260626e-01 +7.075292072432262103e-01 +7.282954588645651484e-01 +6.956569136767427608e-01 +6.763931325940504280e-01 +6.972956372766248023e-01 +6.929680052155262615e-01 +6.556985227006109085e-01 +7.178914109648886210e-01 +6.630550854204955158e-01 +6.819595669167171081e-01 +6.783126456719585917e-01 +6.835224465046820796e-01 +7.138606992484071156e-01 +7.234311653994467406e-01 +7.091849459690777735e-01 +6.644397978749765343e-01 +8.106175479257551331e-01 +6.946561325086832994e-01 +6.980382030957485995e-01 +6.988067274791163186e-01 +7.267948275124211932e-01 +7.159685518165446183e-01 +7.298922512780876559e-01 +6.945380841788022508e-01 +7.276317311407538568e-01 +6.851770399198144901e-01 +6.946001110548394308e-01 +6.983470977379582223e-01 +6.919622926886361824e-01 +7.230576346445047875e-01 +7.030980157677646503e-01 +7.427504300338512166e-01 +6.887133149236603913e-01 +7.136350870413679104e-01 +6.666788374923697802e-01 +6.918870063173301332e-01 +7.045255956785680951e-01 +7.132126023919624913e-01 +6.867985987994060793e-01 +6.999456752170800655e-01 +7.236737382028337606e-01 +7.201224063176923096e-01 +6.839196633786386315e-01 +6.981776575660312290e-01 +6.510744787788027566e-01 +6.941382747409008402e-01 +6.831737166084934643e-01 +6.902440234161844046e-01 +7.317362518819336970e-01 +7.236233138684369237e-01 +7.103895351665840963e-01 +6.877422454382866590e-01 +6.972879031114871395e-01 +7.300284950257704963e-01 +7.210924370936382388e-01 +7.088869360806313580e-01 +7.478744219673956195e-01 +6.891696079515980955e-01 +6.973337836567878867e-01 +6.982542636129949187e-01 +6.995095081217854727e-01 +7.173403281576824497e-01 +7.221429774503391741e-01 +6.765526012289839741e-01 +7.016702504943239660e-01 +7.064569075314324209e-01 +7.172468302078343072e-01 +7.162614334723471643e-01 +6.621049008963524329e-01 +7.399530976982617858e-01 +7.138601701071252137e-01 +7.386318892457737206e-01 +7.253696880705717831e-01 +7.054108689028666390e-01 +7.268584974966287859e-01 +6.917353576303426621e-01 +6.967767326219131974e-01 +7.101669567180834974e-01 +8.106175479257551331e-01 +7.050283169455795473e-01 +6.868668563320667886e-01 +6.769798234304005291e-01 +7.214920697577582587e-01 +6.745735897992801711e-01 +7.085026539528413991e-01 +6.963511190540003781e-01 +6.983318711292483272e-01 +6.810089105564856027e-01 +6.722224908916061281e-01 +7.041613074163706187e-01 +7.110244850020563945e-01 +6.822898844008591368e-01 +7.102975006758356358e-01 +6.625924831406280191e-01 +6.857194473223060527e-01 +6.927705369387595624e-01 +6.797800359510901558e-01 +7.006246837113394577e-01 +7.506144156033656145e-01 +7.072959314666746877e-01 +7.107014734893084551e-01 +7.053854339922196459e-01 +6.915771191234583171e-01 +7.025683623434773040e-01 +7.022117458463625894e-01 +7.055738323172846549e-01 +6.943524535986185242e-01 +6.682932541803410231e-01 +6.781942029942698014e-01 +6.980313631870416202e-01 +6.823299473376351898e-01 +6.806967213550549900e-01 +7.236295123784231009e-01 +7.071671723892336558e-01 +7.180432148731412667e-01 +7.008823824494356813e-01 +6.946049487259600141e-01 +6.963507375476538641e-01 +7.448198830616767907e-01 +7.084070351236348984e-01 +7.281020339021679888e-01 +7.146422925230382361e-01 +6.767970706499397693e-01 +6.809074719296859257e-01 +6.880421925363719993e-01 +6.674877565074339714e-01 +6.826943347652090210e-01 +6.852785285380065261e-01 +6.772990214978946710e-01 +7.055622421807754563e-01 +7.230236008232964195e-01 +7.406089659900914057e-01 +7.110007974664611652e-01 +6.502016295956423164e-01 +6.656722303961402076e-01 +6.750715812923040460e-01 +6.849004978158177437e-01 +7.162545131577360280e-01 +6.520134466561131603e-01 +7.317347526320574502e-01 +7.359146430870850963e-01 +7.186097028623450456e-01 +6.804056765550043906e-01 +7.195059247105533018e-01 +6.966651706714301895e-01 +7.828977673113186597e-01 +6.835626635973213183e-01 +6.952879798118090093e-01 +6.776664170466091264e-01 +7.132510500213271598e-01 +6.796159521201587950e-01 +6.864210265211667661e-01 +6.596348809650152134e-01 +7.008056470156915907e-01 +7.049348654803253567e-01 +7.056607353542467820e-01 +7.118575833026739019e-01 +6.700748290235623017e-01 +6.948046977480686337e-01 +7.159263273806857342e-01 +6.896965006358684036e-01 +6.971851212400537179e-01 +7.362053195408790884e-01 +6.839635771738485914e-01 +6.896549415993291632e-01 +7.060672962382952278e-01 +7.108301265344110220e-01 +6.550969015232723791e-01 +6.611580137681087876e-01 +6.874664584925866961e-01 +6.955828934523964335e-01 +8.106175479257551331e-01 +6.887958363694082209e-01 +7.124270550188214202e-01 +6.979439278538279723e-01 +6.679878084752743916e-01 +6.702165334850391787e-01 +6.991119790381290500e-01 +6.994991464700817119e-01 +6.944137018402685158e-01 +7.519539957472005653e-01 +7.360251795560230903e-01 +7.149926158748627358e-01 +6.935750412684456023e-01 +6.879259158164359178e-01 +7.178220767628218368e-01 +7.102208101916431815e-01 +7.271541830258101413e-01 +7.022095202852014495e-01 +7.092107785873622561e-01 +6.719487723119357270e-01 +6.949548255404778274e-01 +7.371672552838859360e-01 +6.864986515757394159e-01 +7.093541102704321588e-01 +6.958350628384550873e-01 +6.863126658132259195e-01 +6.685798041859172258e-01 +6.815816534718734943e-01 +6.469948885879901468e-01 +7.004671935739352762e-01 +7.213043105326306659e-01 +6.857548700874716019e-01 +7.188521561399028315e-01 +7.188618318872173063e-01 +6.719068668382206511e-01 +7.035805042606426696e-01 +7.200506717802710455e-01 +7.289104243948969497e-01 +7.626083686260258787e-01 +6.808756273501259670e-01 +6.931370892232777692e-01 +6.816300097211254183e-01 +7.276793034205226718e-01 +6.903436577830888154e-01 +6.782632176414580272e-01 +7.072165210609213659e-01 +7.083458356648435483e-01 +7.054531969232229471e-01 +6.926970942532193476e-01 +7.044485314454362879e-01 +7.265307249122940902e-01 +7.018224110148878481e-01 +7.170463064406007447e-01 +7.389287146889955693e-01 +6.834459935745158532e-01 +7.368705401067217053e-01 +7.446834623135032416e-01 +6.996782863065220681e-01 +7.086928285711380227e-01 +6.861564628019536372e-01 +7.215638448733940891e-01 +7.023382986222586055e-01 +7.203418047683243230e-01 +7.168648838870623763e-01 +6.705433341808770820e-01 +7.569904940333245236e-01 +6.659757749626891155e-01 +6.983474631037935865e-01 +7.149039870745923508e-01 +7.431942760555330096e-01 +6.721269056962810851e-01 +7.193537191489696170e-01 +7.034781841700237237e-01 +7.027452342467768176e-01 +6.954497334694380584e-01 +8.106175479257551331e-01 +7.138943147462981642e-01 +7.454088254989272855e-01 +7.178951323034468146e-01 +7.146422925230382361e-01 +7.024359473825647626e-01 +6.962448561983549666e-01 +6.664451142207852286e-01 +7.268902019674641224e-01 +6.835213688774359753e-01 +7.162203823989230500e-01 +7.197804669877179151e-01 +7.235758730786869819e-01 +6.995615660084872900e-01 +6.955134918985876880e-01 +7.276317311407538568e-01 +6.961544026433799104e-01 +6.836961538407777539e-01 +7.041649646802596862e-01 +7.096174006932116640e-01 +6.921095857373558147e-01 +7.178914109648886210e-01 +6.898262159293722107e-01 +6.793486093552161265e-01 +7.418685717430832938e-01 +7.092931711874541634e-01 +7.163745138707540150e-01 +6.971563552911561601e-01 +6.922706812288055289e-01 +7.098279168289636232e-01 +6.854700412897400952e-01 +6.350846309266344747e-01 +7.200359099850643929e-01 +6.813354779032749775e-01 +7.215041418126304507e-01 +6.937523093857720369e-01 +7.290550078492117336e-01 +7.184684653574961999e-01 +7.366865447989709992e-01 +6.967435690757213251e-01 +6.699017046239248430e-01 +6.918824182217306884e-01 +7.180432148731412667e-01 +7.150017566754343079e-01 +7.092449197831882657e-01 +6.593155421553547058e-01 +7.415141931108664153e-01 +6.965823453579673696e-01 +7.076150105348659736e-01 +7.243270568276400923e-01 +7.014641240161481051e-01 +6.808617827721121785e-01 +6.638791828649921456e-01 +7.045115420708896181e-01 +6.850760759611560502e-01 +7.316110584273047834e-01 +7.237220625828015841e-01 +6.903163126264360017e-01 +6.964148811849852905e-01 +6.974380367303254502e-01 +7.149667215632469208e-01 +7.145277418231259503e-01 +6.860988517533073150e-01 +7.077397761318593439e-01 +6.835626635973213183e-01 +6.666642870168573154e-01 +7.068847438031937713e-01 +7.074952606980815517e-01 +7.138321053592378007e-01 +6.592310596702475323e-01 +6.989989860196210714e-01 +6.683108731083109433e-01 +6.940457920878628784e-01 +6.952033666986352500e-01 +7.252787553843873525e-01 +7.007549573807700938e-01 +6.950710945627207593e-01 +7.365915833820295688e-01 +6.801503345919286403e-01 +6.882022595268608711e-01 +6.713154549979662988e-01 +6.708993575610442406e-01 +7.236524091167382267e-01 +6.668883252777817461e-01 +7.038627510571515700e-01 +7.379597749275816909e-01 +7.055061679682594900e-01 +6.843393789544975903e-01 +7.074625271763537171e-01 +8.106175479257551331e-01 +7.009769222066779548e-01 +6.987904849455475187e-01 +7.046012569302746442e-01 +6.879731231666852409e-01 +7.063945980588144380e-01 +7.024120222483176690e-01 +7.071212459908835513e-01 +7.229353772813489343e-01 +6.839081720906321493e-01 +7.235993537509486373e-01 +6.908992295471065859e-01 +6.938148776011061614e-01 +6.948076274487320347e-01 +7.011703671420121964e-01 +6.395463027602730222e-01 +6.738557391570694222e-01 +7.159075975552582349e-01 +6.894316513660925239e-01 +7.045080870177642396e-01 +6.847261479400188477e-01 +6.853699492740901178e-01 +6.902826803092025898e-01 +7.709869500487798177e-01 +7.082268191161418258e-01 +6.935464047335528903e-01 +6.951405293610832814e-01 +7.083410343983231883e-01 +6.857470255276112425e-01 +7.305459963463860618e-01 +6.700244460472717378e-01 +7.606907822094015614e-01 +6.961291286273478818e-01 +7.081760132395160667e-01 +6.853246560090866524e-01 +7.102152101563987685e-01 +7.206114939673540221e-01 +7.109824151077077659e-01 +7.058949287209514978e-01 +7.188475402016223370e-01 +7.127577790631320909e-01 +6.693380516294382687e-01 +6.685978738960685064e-01 +7.050283169455795473e-01 +7.030384278633050599e-01 +6.961868585532116072e-01 +6.674453985461425987e-01 +6.938683140305172969e-01 +6.467025068088432249e-01 +7.081740498777691073e-01 +7.081637391430319894e-01 +6.922095177683544875e-01 +6.712318540069901474e-01 +6.937746240365854078e-01 +6.979299178081248556e-01 +7.154946172126415149e-01 +7.182522282887404685e-01 +7.066741081180367701e-01 +6.965021542259108855e-01 +7.206159173546780039e-01 +6.594153613589099905e-01 +6.963550101759423683e-01 +6.930851274950740049e-01 +7.132250311671555210e-01 +6.820323857115440092e-01 +6.974979229275390935e-01 +7.195231978564038400e-01 +6.774518762647190329e-01 +7.198032836359331554e-01 +7.010194470369484065e-01 +7.125237360190084246e-01 +7.052754083569467980e-01 +6.784071056455687199e-01 +7.236238839202755457e-01 +7.004177646389351253e-01 +7.016104765639283869e-01 +7.409930740186112530e-01 +6.902151778379135294e-01 +6.705895614871693056e-01 +7.050202171159298814e-01 +6.914198195724061691e-01 +6.924948683843226149e-01 +6.953589807098765618e-01 +7.390507764721618855e-01 +6.906751903504115830e-01 +7.092043710256845657e-01 +7.142260415346939340e-01 +7.124749173003621650e-01 +7.183711971543473851e-01 +6.467999605858523182e-01 +6.947947850973363870e-01 +7.250623804186773214e-01 +7.263736617910439008e-01 +6.539203836636460210e-01 +7.012263369993405604e-01 +6.926848090361730215e-01 +7.367436941450122845e-01 +7.166999494560997164e-01 +6.771113355721283256e-01 +7.123500053069165006e-01 +7.129451598066722795e-01 +6.497983828952058616e-01 +7.207693926226426129e-01 +7.170141824184383950e-01 +6.980305961701489537e-01 +7.143505694909677572e-01 +7.019005815600323217e-01 +7.034450246699321951e-01 +7.564372632733551427e-01 +7.067677729089396621e-01 +7.039884656954811248e-01 +7.049069436427259916e-01 +6.999466644116907332e-01 +6.906589352990835096e-01 +7.081230546904322409e-01 +7.283318426164342441e-01 +6.999466644116907332e-01 +7.020994735355756688e-01 +7.028947295940213280e-01 +7.106049121014876846e-01 +7.133280743676557734e-01 +6.941866178883770999e-01 +7.025841983690384041e-01 +8.106175479257551331e-01 +6.999466644116907332e-01 +7.233930802610686328e-01 +6.992309331785762083e-01 +6.878394936475942245e-01 +6.784718357805772371e-01 +7.157601809088873779e-01 +7.027278375035166391e-01 +6.984585052336669264e-01 +7.133913166411716134e-01 +6.945127021675432388e-01 +6.771224235186181772e-01 +7.071314712698537619e-01 +6.930843743214651909e-01 +7.325429049882430377e-01 +6.949806466438275265e-01 +6.856546548018158660e-01 +6.917437663796093261e-01 +6.968429170963830188e-01 +6.982551113887538463e-01 +7.407154874847989845e-01 +7.088854103820594332e-01 +6.922342179688882879e-01 +6.941951129576651169e-01 +6.922958701586878760e-01 +6.943665900070286057e-01 +7.673470516275386899e-01 +6.866058710716558267e-01 +7.494213207958608791e-01 +7.131476844741442278e-01 +6.846240472832931800e-01 +6.653476716519151068e-01 +7.045230229282992696e-01 +6.931598285243154578e-01 +7.317344450761780195e-01 +7.089499067391891174e-01 +7.298922512780876559e-01 +6.802219474728019577e-01 +6.916282353334040067e-01 +6.591333578980069774e-01 +7.122670696989104044e-01 +7.250523102075803195e-01 +7.042456967933290457e-01 +6.863983706764074100e-01 +7.213086364919618632e-01 +7.264714243059060550e-01 +6.817539151572873379e-01 +7.377925005619161425e-01 +6.968637351933111290e-01 +7.345833350750652357e-01 +6.834941316625915420e-01 +7.084893617814032041e-01 +6.897946107808934357e-01 +7.304298199902632405e-01 +7.012525093695529677e-01 +7.115267091678347811e-01 +7.040518326942759586e-01 +7.090452761839145523e-01 +7.013961669296762125e-01 +6.916613073447024362e-01 +6.560885320694183065e-01 +7.480417533536112273e-01 +6.831891372044260891e-01 +6.583506538672025954e-01 +6.922223637264295348e-01 +7.132675405715787065e-01 +7.202760130945335959e-01 +7.341939772022740840e-01 +6.570503252545805140e-01 +7.285751963342690374e-01 +7.226719974862945151e-01 +7.118311566159079007e-01 +7.056607353542467820e-01 +7.060135880790738838e-01 +7.305007658980926522e-01 +6.786718090318828445e-01 +6.890178938573896517e-01 +6.868676639259589933e-01 +7.144409712180888050e-01 +6.787415424594129831e-01 +6.723531913672573523e-01 +7.043763258841906350e-01 +7.054082347231940275e-01 +6.861564628019536372e-01 +7.230675213442552263e-01 +6.978945305081651895e-01 +6.773141156946493879e-01 +7.315116120441587100e-01 +7.043292945396615323e-01 +7.081284686044142518e-01 +7.088837476120417591e-01 +6.909143101228210071e-01 +7.109156798095241925e-01 +6.913279332872690475e-01 +7.057580923033057729e-01 +7.072916600285381605e-01 +6.853818146639056863e-01 +6.620202271046160547e-01 +6.922930520606982441e-01 +6.863761694535526203e-01 +7.024718733448658270e-01 +6.820322912867382570e-01 +6.890178938573896517e-01 +7.156991477697545179e-01 +7.040378707406844683e-01 +6.420258380149661548e-01 +7.004583603630365474e-01 +7.195231978564038400e-01 +6.953955465790713220e-01 +6.984112083791664816e-01 +6.811758982875559809e-01 +6.211232844342475801e-01 +6.798313686012136259e-01 +7.049919423770560911e-01 +7.027809646089338003e-01 +6.848730948837129517e-01 +7.127853965944126458e-01 +7.104461826969696858e-01 +6.921093318038771258e-01 +7.081820413981532170e-01 +6.583506538672025954e-01 +6.953348508113208482e-01 +6.883830860432382792e-01 +7.054479938161755115e-01 +6.859702156168765441e-01 +7.101418110559194474e-01 +7.134967683051627318e-01 +6.934929808987178035e-01 +7.285801369792537230e-01 +6.953348508113208482e-01 +7.178714856314769577e-01 +7.000599015810848869e-01 +6.856378227987143248e-01 +6.720261727750624914e-01 +6.720705443629668707e-01 +7.293194295178579978e-01 +6.959146315888276035e-01 +6.972486699374442765e-01 +7.203974701991455731e-01 +7.304663337874757190e-01 +7.005021921992664602e-01 +7.022848181852481275e-01 +7.059969390302214265e-01 +7.519539957472005653e-01 +7.339213251598906140e-01 +6.952668230963894302e-01 +6.419463455785674455e-01 +6.763949634277679479e-01 +7.119365348718815767e-01 +6.948452678136618488e-01 +7.544671884988218835e-01 +7.276249632663933653e-01 +7.193088126481370637e-01 +6.910158874391356676e-01 +6.754922892344055185e-01 +7.138632366766515247e-01 +6.938975115223300349e-01 +7.034155395934433841e-01 +7.054876584481633017e-01 +6.866384719070595111e-01 +7.074745623543208239e-01 +6.990224576545998048e-01 +7.067791301309043206e-01 +6.936640340420083817e-01 +7.223529051194432782e-01 +7.146882145077313453e-01 +7.037281996365010173e-01 +7.283318426164342441e-01 +6.798351859627018712e-01 +7.083458356648435483e-01 +6.810225312234621242e-01 +7.008145189261085761e-01 +7.277947601872156724e-01 +6.707338538497822356e-01 +6.844532309012123505e-01 +7.363246113803825210e-01 +6.875528824259617977e-01 +7.098279168289636232e-01 +6.992067374958779169e-01 +6.858560006716984958e-01 +7.020099152189160918e-01 +7.219358852758475109e-01 +7.274267982879010219e-01 +7.312717493251668088e-01 +6.901398449146967096e-01 +6.884113205144402059e-01 +7.116005665354521170e-01 +6.650580522036264597e-01 +7.126959791384734899e-01 +7.628341435579528707e-01 +7.034834258063753509e-01 +7.109166615560553737e-01 +6.899006988512823568e-01 +7.201382958648707699e-01 +6.691466571166841959e-01 +6.949936341827367414e-01 +6.945948912072381631e-01 +6.859528819262408206e-01 +7.517687542028994585e-01 +7.096167361735581380e-01 +6.821792417125465136e-01 +7.352803782442549618e-01 +7.246631152074485271e-01 +6.851130412887371790e-01 +7.478498942336457844e-01 +7.161717721697797856e-01 +6.483818344627891861e-01 +6.873471410218598976e-01 +6.916869012907866932e-01 +6.908750853203109443e-01 +7.006549950949931826e-01 +7.276150896562967318e-01 +6.868522404142041182e-01 +7.206989500523661718e-01 +6.873515724592706988e-01 +7.117791344576680501e-01 +6.565275004013670923e-01 +6.816733966249302057e-01 +6.949640408126001034e-01 +6.990374696742378546e-01 +7.216189147952789540e-01 +7.274314233512129135e-01 +6.706410189589604443e-01 +6.986238689604675756e-01 +6.819350872572016442e-01 +6.988335417058451071e-01 +7.102280288489168925e-01 +6.817445826200838610e-01 +7.084235382886276966e-01 +7.010374222832354008e-01 +6.869231924452279259e-01 +6.962470556835143043e-01 +6.931332462366128766e-01 +7.350452352356668939e-01 +6.995947549368537466e-01 +6.965823453579673696e-01 +6.958269919992119412e-01 +6.964054515786344268e-01 +6.927806736343669058e-01 +7.009226917253457145e-01 +7.341939772022740840e-01 +6.668667017067306801e-01 +6.965823453579673696e-01 +7.198466682560535901e-01 +6.895658994190441149e-01 +6.908123507528074470e-01 +7.358032638055647112e-01 +7.189396093679860655e-01 +6.979027986898316271e-01 +6.887632347161414259e-01 +6.827241636543064374e-01 +7.109610460986104385e-01 +6.800383804734799753e-01 +6.874078541556656319e-01 +7.336814315997841618e-01 +7.051200537551594039e-01 +6.780175883665009451e-01 +7.003178099461635497e-01 +6.865273422494908573e-01 +6.874401853380120997e-01 +6.853340114056223342e-01 +6.599372907635796537e-01 +6.983474631037935865e-01 +6.914031385226664383e-01 +7.048033577011381112e-01 +7.483135358760861777e-01 +7.250623804186773214e-01 +6.732193789505274140e-01 +7.014246166421713724e-01 +6.916528239377015552e-01 +6.986873065129159954e-01 +6.766653789269696517e-01 +7.142729551943460820e-01 +6.779968797653879164e-01 +7.148882233445448264e-01 +7.758152441745664873e-01 +6.988203943403448193e-01 +6.875433200220442131e-01 +7.456029579594485313e-01 +6.970791020302442575e-01 +7.289624931646727646e-01 +7.275225472773598767e-01 +6.956557899087414398e-01 +6.994577246314577224e-01 +7.066187884479546710e-01 +7.088498323117491395e-01 +7.377211670758043738e-01 +7.193817107825282164e-01 +7.102026506865541933e-01 +7.265581837857268965e-01 +6.796673561653179263e-01 +7.229691940684759288e-01 +7.134967683051627318e-01 +7.264469639210417995e-01 +7.086902735864271108e-01 +6.580916087234101042e-01 +6.974896115260449392e-01 +7.280635252973794991e-01 +6.982681989718528826e-01 +6.992887609136175797e-01 +8.106175479257551331e-01 +7.231634755018490068e-01 +7.076788362924801845e-01 +6.896145408355778272e-01 +6.996759716349814084e-01 +6.708993575610442406e-01 +7.164660309113770609e-01 +7.176586718853457114e-01 +7.276317311407538568e-01 +7.154730689361201712e-01 +7.365915833820295688e-01 +7.150695375371896034e-01 +7.361738588110426917e-01 +7.016493909570584719e-01 +7.347284642918410213e-01 +7.002616732003801303e-01 +7.080743711260950590e-01 +7.197427235395039702e-01 +6.983474631037935865e-01 +7.238573543583726178e-01 +6.913930919169430922e-01 +6.819303724391403421e-01 +6.797087733394278075e-01 +6.954488295291554323e-01 +6.782694489286527073e-01 +7.008493223367082692e-01 +7.103332301433340490e-01 +6.929894115574413149e-01 +7.152863411223933099e-01 +6.950786578556531481e-01 +7.276885956975078784e-01 +6.845154027892448312e-01 +7.051486232135353305e-01 +7.108756090230627933e-01 +6.946964232548893392e-01 +6.792328711546105069e-01 +7.384814544359912247e-01 +7.131048667114470163e-01 +6.565122252437021189e-01 +7.293415365894162505e-01 +6.740058307741776389e-01 +7.025284182178879178e-01 +6.975185395712912850e-01 +7.134800653519874913e-01 +7.093318342361740747e-01 +6.766203819261562558e-01 +7.411654576771766756e-01 +6.803039560021986176e-01 +7.087090595092959688e-01 +6.852403689402208897e-01 +7.312367953202638660e-01 +6.761172856661374908e-01 +7.099650011343072720e-01 +6.913425317807480042e-01 +6.970796776964647279e-01 +6.983474631037935865e-01 +7.135982713747139883e-01 +7.018308969467312863e-01 +7.002267539592850198e-01 +7.037133547311569259e-01 +7.185858558875679591e-01 +6.647824697454467469e-01 +7.099213199179530420e-01 +6.812399983217432009e-01 +7.091642173692349616e-01 +6.960665141209716467e-01 +7.119858724286629581e-01 +6.858343840339244935e-01 +6.993682516025785390e-01 +7.220876099730446640e-01 +6.805742740802855906e-01 +6.879508692489011423e-01 +7.178258214267927428e-01 +6.973523892719981632e-01 +6.890257610254195697e-01 +7.028977680532904060e-01 +6.378315433037116122e-01 +7.011529041493886893e-01 +7.110944407221850838e-01 +6.988539714433059657e-01 +6.873005871984432247e-01 +6.863110385721427065e-01 +7.280635252973794991e-01 +6.634108548003325723e-01 +7.533923186786353199e-01 +7.035866966330246441e-01 +7.255097877083827029e-01 +6.895962672276283456e-01 +7.011207454018801855e-01 +6.854594799306923392e-01 +7.039872704243919088e-01 +7.235323996860145712e-01 +6.872442112105616729e-01 +7.274314233512129135e-01 +7.202275620406339840e-01 +7.024090050552551645e-01 +7.102456711220241914e-01 +6.907798156137161527e-01 +7.085043583268486600e-01 +7.060601107436070834e-01 +6.999466644116907332e-01 +6.887776777751213331e-01 +6.741635969974737463e-01 +6.952967167064514342e-01 +6.837085601270871393e-01 +7.361483047575489991e-01 +6.771944612351887827e-01 +6.321326055260598764e-01 +6.891225030504699589e-01 +6.923175756603612285e-01 +7.368261140315581770e-01 +7.447328427046215893e-01 +6.881389221780764842e-01 +7.347284642918410213e-01 +6.970918289111978083e-01 +6.867675904604197967e-01 +7.085555696057355135e-01 +6.623438972599444696e-01 +6.864225151068978903e-01 +7.139369212804709264e-01 +6.823503272264090924e-01 +6.864276014448975616e-01 +6.887819857947761193e-01 +8.106175479257551331e-01 +7.023889597613077740e-01 +6.975090438289015538e-01 +7.070848851210485009e-01 +7.223835746779485589e-01 +7.279264013763224739e-01 +6.788414314876050071e-01 +7.046497385259442581e-01 +7.111422604256887325e-01 +6.941087513660590957e-01 +7.031847277335572244e-01 +6.975867500021450951e-01 +7.131917105467024953e-01 +7.087879114027160199e-01 +6.871095477610253965e-01 +7.088323761788331012e-01 +6.991000871402519579e-01 +7.269286716901390832e-01 +7.247050084549115923e-01 +6.864299070175121642e-01 +7.131740761024474295e-01 +7.015260332274948496e-01 +7.255745903947001807e-01 +6.626497762652263646e-01 +6.930692979221930727e-01 +6.806641062996092728e-01 +7.192950428352560266e-01 +7.290550078492117336e-01 +7.092568555301497213e-01 +6.793811728057619348e-01 +7.259785273017840268e-01 +6.943868991001096447e-01 +7.152164760457111470e-01 +6.997906623299812168e-01 +7.115770052657524047e-01 +7.075417558703946952e-01 +7.051486232135353305e-01 +6.867346242181397997e-01 +7.274594892998393902e-01 +7.043051798644128780e-01 +6.782794718205948925e-01 +7.215998803921621629e-01 +6.841881638259721399e-01 +7.258220668778321283e-01 +8.106175479257551331e-01 +6.676162070026165907e-01 +7.206211220153875274e-01 +7.362034214782084973e-01 +7.328489502423138902e-01 +6.818365033910254169e-01 +6.905113186410716253e-01 +6.843467203755437822e-01 +7.167466192122944335e-01 +7.169216751069811266e-01 +7.053940290199847141e-01 +7.257464245806133363e-01 +6.821132109256993203e-01 +6.871922204859259864e-01 +6.797491087370985952e-01 +7.006750226566040851e-01 +7.056607353542467820e-01 +7.003376962861125321e-01 +6.562117365139030767e-01 +7.011684730109095653e-01 +6.904961288369975136e-01 +7.059243543083866257e-01 +6.925947243669128284e-01 +7.034491251194481265e-01 +7.072504073659615642e-01 +6.947369235015443678e-01 +6.720614569788381232e-01 +7.353402493489298308e-01 +7.137034308590628484e-01 +7.454844846141810422e-01 +7.109679410707485658e-01 +7.046974585840928285e-01 +7.008589090792618492e-01 +7.318297990820994414e-01 +6.721324935872559081e-01 +7.048074264326942284e-01 +6.957592233805200976e-01 +6.946558454237603542e-01 +7.400955400382045468e-01 +7.435528824656003621e-01 +7.414057650155996271e-01 +7.091928520775496736e-01 +7.024343765423495256e-01 +7.211770395540071377e-01 +7.277357047409722668e-01 +7.036158933611389443e-01 +6.783663600969447316e-01 +6.432792003077949516e-01 +6.734976127432474868e-01 +7.184198291171810524e-01 +7.069416542046909058e-01 +7.151432454717081555e-01 +7.287543601245261016e-01 +6.893734684174717131e-01 +6.708639682949595340e-01 +6.800383804734799753e-01 +7.194946408368565471e-01 +7.064488152664125664e-01 +7.345586795163114857e-01 +7.104241667669839444e-01 +6.934258792215857170e-01 +7.102280288489168925e-01 +7.094687477317265234e-01 +7.069291589592978653e-01 +6.713439392540223594e-01 +6.808756273501259670e-01 +6.963693051069554940e-01 +7.215662933108077937e-01 +6.921029261977125202e-01 +6.811278238249940387e-01 +6.994129239872819426e-01 +7.253285328088949768e-01 +7.058704902201426989e-01 +7.211007657233068358e-01 +8.106175479257551331e-01 +6.757152592333852681e-01 +7.091298753594017512e-01 +6.769798234304005291e-01 +7.476098825585566487e-01 +6.985614533424211459e-01 +7.027226086253151038e-01 +7.324270683925391268e-01 +7.202393865091565317e-01 +6.771009486274124356e-01 +7.010194470369484065e-01 +6.848725869423049062e-01 +7.023720357376710410e-01 +6.927320165888701808e-01 +7.147774394924155672e-01 +6.549859340489234683e-01 +7.397286431609515489e-01 +7.084699463475345738e-01 +6.719268865852328076e-01 +6.999466644117404712e-01 +6.972556697965544004e-01 +7.352803782442549618e-01 +6.854911025280685521e-01 +7.213043105326306659e-01 +6.569334292584372292e-01 +6.903542126889377073e-01 +6.768241339196094941e-01 +7.068219036732088512e-01 +6.848753889728271815e-01 +7.108461077205987522e-01 +7.172653394839016983e-01 +6.856218703726639774e-01 +7.298922512780876559e-01 +7.128917087815480613e-01 +7.157813897002363035e-01 +7.141318689316236146e-01 +6.871922204859259864e-01 +7.582077825558357631e-01 +7.385463176737445679e-01 +6.996104567412935182e-01 +7.376075455315316276e-01 +7.186814516302959532e-01 +7.000362305648977213e-01 +7.169086820412573502e-01 +7.148464453714353795e-01 +7.254418834705376185e-01 +7.221110335143237080e-01 +7.186434758234838682e-01 +6.070331054102737767e-01 +6.906324910224128644e-01 +6.834019373232749217e-01 +7.571530483551640600e-01 +7.157813897002363035e-01 +7.075555235478461213e-01 +6.752816872160138928e-01 +6.888629366501248796e-01 +7.128072879837503706e-01 +6.841817654819166705e-01 +6.976601853894877081e-01 +6.868572680004376707e-01 +7.049169737977045713e-01 +7.234352351120776348e-01 +6.874664584925866961e-01 +7.544437556386469623e-01 +7.140030091464595330e-01 +6.548213300447685015e-01 +7.190002263930566073e-01 +6.870466223415121476e-01 +7.260068236578618439e-01 +7.236955339580575242e-01 +7.081514322078632517e-01 +7.544671884988218835e-01 +6.839852156438084307e-01 +7.219436635704710170e-01 +6.983957757560119717e-01 +7.171667098849212607e-01 +7.177711056662232636e-01 +6.918495538513766974e-01 +6.744419081814569950e-01 +7.070512884157409417e-01 +7.061108207595552244e-01 +8.106175479257551331e-01 +6.984588107043947502e-01 +6.519007559112566241e-01 +6.871972590205430720e-01 +7.644658027280542001e-01 +7.250623804186773214e-01 +6.930534029998689505e-01 +6.989292288350981153e-01 +7.146422925230382361e-01 +6.834402854540542194e-01 +6.989571029321268725e-01 +6.859813593130539289e-01 +7.539296249152300788e-01 +6.979027986898316271e-01 +7.363075140523207551e-01 +7.022629048741144686e-01 +7.034923557287342533e-01 +6.862453812745528126e-01 +6.852934836983521905e-01 +6.651878986554962125e-01 +7.189741138435223888e-01 +6.841063337914050635e-01 +6.921510534765786815e-01 +6.961578748296162189e-01 +6.803983622769749218e-01 +6.692651079103129064e-01 +6.975816299002275400e-01 +6.949706687640713199e-01 +7.065720518105962356e-01 +6.882073234830983210e-01 +6.934563231688670726e-01 +6.932736164819459646e-01 +6.622212097526301022e-01 +7.208584128125679058e-01 +7.047061135413272837e-01 +7.005187853085885763e-01 +7.025510800720340399e-01 +6.928442850716720613e-01 +6.693314135368169104e-01 +7.312490539153344571e-01 +7.125697162018269637e-01 +7.158998887694423274e-01 +7.060997772053312360e-01 +6.822251556467620048e-01 +6.828148902751749461e-01 +7.142751979422214959e-01 +7.025841983690384041e-01 +7.571530483551640600e-01 +6.785955624486632587e-01 +6.807610140747115679e-01 +7.352154848478420490e-01 +6.998968530390925480e-01 +7.250245610188841283e-01 +6.962656434915786008e-01 +8.106175479257551331e-01 +7.015048740338372113e-01 +6.863438737186697836e-01 +6.724037008276582128e-01 +7.136333313311098436e-01 +6.704263594534936033e-01 +7.128872891965585268e-01 +7.325554114725392196e-01 +7.227373756615378397e-01 +7.042481963301341352e-01 +7.239832742014584710e-01 +7.027278375035166391e-01 +6.935391485999886640e-01 +7.077923873174185587e-01 +7.070082231835925768e-01 +7.544671884988218835e-01 +7.032517914192268904e-01 +6.650206294948404206e-01 +7.051486232135353305e-01 +6.707072249516059514e-01 +6.659691735114066091e-01 +6.768879207453863955e-01 +6.555939459039166195e-01 +7.097034541126348017e-01 +6.890939285714523521e-01 +6.955557998786972007e-01 +7.076016864466083689e-01 +6.961291286273478818e-01 +8.106175479257551331e-01 +7.190098841480008218e-01 +6.907955623526689237e-01 +6.977615506741798868e-01 +6.830745824623747353e-01 +7.080685508090382996e-01 +7.195133347145699076e-01 +7.411334811720138305e-01 +7.498736141017303680e-01 +7.429008728876453915e-01 +6.679881461140837473e-01 +6.756653323961572255e-01 +7.145538796316301955e-01 +6.983250441557657950e-01 +7.322879637918404683e-01 +7.874290578986240519e-01 +6.814345028890329559e-01 +6.932210383521919539e-01 +7.163066376377216216e-01 +7.070910944391073372e-01 +7.250623804186773214e-01 +6.903542126889377073e-01 +7.128788684160767275e-01 +7.276003917453834902e-01 +7.451127585306593915e-01 +7.135642007879781090e-01 +6.911069541027146101e-01 +6.754862479825902710e-01 +6.787830881869538757e-01 +6.803958438846890999e-01 +6.914493546379603117e-01 +7.271846296251638364e-01 +7.061170242066978631e-01 +7.410399218859282655e-01 +7.016007905894525720e-01 +6.556880795508419624e-01 +6.923560775110502163e-01 +6.953023148757608851e-01 +6.860324282802849893e-01 +7.008674373073802144e-01 +7.003532800263201352e-01 +6.771202146531862809e-01 +7.111401191728674576e-01 +6.635315962093883968e-01 +7.018058470964589901e-01 +6.891092550948627604e-01 +7.339026627413574033e-01 +6.938632059327574098e-01 +6.969981506701259377e-01 +7.025867714583284851e-01 +7.189697911899628480e-01 +7.242605786571800763e-01 +6.976022680971780687e-01 +6.935572311213888952e-01 +6.835950015198974938e-01 +6.790299533094525941e-01 +7.105350497330888970e-01 +7.135681431237586025e-01 +6.875633836500867346e-01 +6.545153936257008809e-01 +6.672774576297086924e-01 +6.776713966911813714e-01 +7.011057616598677100e-01 +7.405568574338730059e-01 +6.550226496907214369e-01 +7.083390235037896332e-01 +7.095816583453782300e-01 +7.096405306785058542e-01 +6.824203925729079856e-01 +7.100596532218474977e-01 +6.934171144816332344e-01 +7.087469535050914260e-01 +6.811176855616736248e-01 +6.949578137835601410e-01 +7.264323061025024231e-01 +6.976190882744646160e-01 +6.833948317132936268e-01 +6.895658994190441149e-01 +6.494639707390845729e-01 +6.810869519242785941e-01 +6.972565648423767470e-01 +7.152563702690528658e-01 +7.222490636266911679e-01 +7.173985861111589202e-01 +7.097658067418990413e-01 +8.106175479257551331e-01 +7.161463488436652369e-01 +6.650389974790869019e-01 +7.021534803755002940e-01 +6.806394716343220352e-01 +7.051486232135353305e-01 +7.022391121353663834e-01 +6.673164066977790299e-01 +6.861996184452081593e-01 +6.916192942903904850e-01 +6.709914166395805069e-01 +6.674587773647218114e-01 +7.344724748979558626e-01 +6.866815064235041177e-01 +6.726015746631262004e-01 +6.924649963882814063e-01 +6.934546728906525459e-01 +7.201038478862358261e-01 +6.953708057091603223e-01 +6.971690098786638146e-01 +7.126471403551661865e-01 +7.008087193840353279e-01 +7.376902858619018843e-01 +6.991403527850152955e-01 +7.089725227117398276e-01 +7.116980467000786348e-01 +7.296007426710247046e-01 +7.148882233445448264e-01 +6.879322920530839269e-01 +7.056607353542467820e-01 +6.968745079633436035e-01 +7.001328838821336831e-01 +7.132162652595539498e-01 +6.592816184868155460e-01 +6.937790651280195675e-01 +7.032494888593419091e-01 +7.478870872065854769e-01 +7.203418047683243230e-01 +7.121804227184185265e-01 +6.666104039071925058e-01 +6.846060774972428931e-01 +7.075482409494142644e-01 +6.823951161459902437e-01 +6.935946677849216258e-01 +6.873830985716509190e-01 +6.953589807098765618e-01 +6.722975610328703056e-01 +6.930277990637492280e-01 +6.892032894037711799e-01 +6.760189143970194436e-01 +6.699117591175109965e-01 +6.397881317079665564e-01 +7.026065979627986735e-01 +7.003417470040531612e-01 +6.867282360585775791e-01 +7.131293716703694940e-01 +7.119969194465589624e-01 +7.261202161094004737e-01 +7.504199000171780654e-01 +6.991532637922652782e-01 +7.288552836368040744e-01 +6.949578137835601410e-01 +6.930277990637492280e-01 +6.686955802741181287e-01 +6.791986112536321230e-01 +6.983474631037935865e-01 +6.712689288671782606e-01 +7.519539957472005653e-01 +7.280635252973794991e-01 +7.025962200657289713e-01 +6.854226492732706788e-01 +6.943769631226643924e-01 +7.185447275199408068e-01 +7.059833227145091428e-01 +6.996981049441330924e-01 +6.937790651280195675e-01 +7.141599379555358951e-01 +6.786349343284214797e-01 +6.575335102384514130e-01 +6.734145315465269732e-01 +6.801788450724686186e-01 +6.991198620053360457e-01 +7.028718456483460386e-01 +7.118891766538837373e-01 +7.103081439799794339e-01 +7.249148171630537263e-01 +7.010392539330823070e-01 +6.817291967020295829e-01 +6.863951742523966004e-01 +6.954210888962677473e-01 +6.864261169284233688e-01 +7.384430579551022333e-01 +6.801306640292210659e-01 +7.828977673113186597e-01 +6.920343781474684874e-01 +7.301984754105923514e-01 +7.283318426164342441e-01 +7.129548865096779764e-01 +7.049716341595129165e-01 +6.908750853203109443e-01 +7.200312511373780922e-01 +7.030137465098675875e-01 +7.179461100367134918e-01 +6.837670307809275982e-01 +7.219101626872301836e-01 +7.071244636824900454e-01 +7.096790384093196735e-01 +7.230236008232964195e-01 +7.061093238405788952e-01 +7.008260309544276367e-01 +7.034816951612441471e-01 +6.955342033724249973e-01 +7.571530483551640600e-01 +7.119332496147734446e-01 +7.005016190208088744e-01 +6.769798234304005291e-01 +6.950710945627207593e-01 +7.091928520775496736e-01 +7.219686396498730119e-01 +6.934431713632918104e-01 +7.262325115529790764e-01 +7.161717721697797856e-01 +6.942776009755604605e-01 +7.135904645295667592e-01 +6.939224702995510086e-01 +6.979585486935206973e-01 +6.955213853215838071e-01 +6.818354221085343170e-01 +6.946675894399945150e-01 +6.864299070175121642e-01 +6.937027722012629738e-01 +6.941384557312630932e-01 +6.841263382274966887e-01 +7.068095680968369265e-01 +7.166117788463495231e-01 +6.905922071184846800e-01 +7.058006322707441882e-01 +6.588788143133399444e-01 +6.741844037408100121e-01 +6.702837973902617819e-01 +7.183142780738123179e-01 +6.920164864042561703e-01 +7.453677581245372608e-01 +6.957042350835251909e-01 +6.752782107229293729e-01 +6.920860813338407524e-01 +6.831445492709491418e-01 +6.429477739317945861e-01 +6.868412698026702401e-01 +6.664752677393721569e-01 +6.917698197154322770e-01 +7.042914451449320268e-01 +7.029628439749160407e-01 +7.066748074624982223e-01 +7.178996456157307193e-01 +7.195230297846251233e-01 +6.686094211081297090e-01 +6.930339708168631319e-01 +6.937274651157139260e-01 +6.884228625201984642e-01 +7.045777212292492209e-01 +7.251231926993568777e-01 +7.018786510209054086e-01 +6.921177384623184992e-01 +6.947856795985813960e-01 +7.122253256085926409e-01 +7.168827117392311266e-01 +7.083687650586654172e-01 +7.070474445439813849e-01 +7.027188033471247763e-01 +6.877851707900646261e-01 +7.208073208657452824e-01 +7.241451688151983035e-01 +7.274302307255666733e-01 +7.013302777149021949e-01 +6.861950721805243347e-01 +6.994968784728925471e-01 +6.609674459484011777e-01 +7.149319241490417198e-01 +6.679649546802153282e-01 +7.038526892728427242e-01 +6.787567495166868525e-01 +6.914680944546631736e-01 +7.037769144716250480e-01 +6.814893315276364660e-01 +7.200885443107765127e-01 +6.968077611699499130e-01 +7.116886853037698302e-01 +6.836580987667133513e-01 +6.817127017003272726e-01 +7.075141126734720842e-01 +7.149510464389550179e-01 +7.217926380131629571e-01 +7.110183576805582106e-01 +6.833453211967608354e-01 +6.565667737971381257e-01 +7.390245510845403487e-01 +7.049329230189016471e-01 +6.953784859685470110e-01 +7.095706144794036163e-01 +6.828900703223865776e-01 +7.167522060706517095e-01 +6.996140044489891352e-01 +6.874730525804864101e-01 +7.047633404270783331e-01 +6.611659542034971082e-01 +7.118757880007038352e-01 +6.835802940933959349e-01 +6.808756273501259670e-01 +6.815082809455219603e-01 +6.625167064981383191e-01 +6.840114332688571608e-01 +6.820371607704842631e-01 +6.831118180314987853e-01 +6.903542126889377073e-01 +6.941939719342045123e-01 +7.107938713578079160e-01 +6.994329407319384018e-01 +6.710863627178653701e-01 +7.325530435073872582e-01 +6.897867420994998611e-01 +6.717423993222695344e-01 +8.106175479257551331e-01 +7.095062488322412264e-01 +7.107506267647636378e-01 +7.191150064359916882e-01 +7.210365945606795890e-01 +6.916032010831330012e-01 +8.106175479257551331e-01 +6.919876863503091613e-01 +7.410399218859282655e-01 +7.497123835165169226e-01 +7.194266356009464403e-01 +7.181313733200340721e-01 +6.808756273501259670e-01 +6.900987140872985037e-01 +7.504028866638066120e-01 +7.040777518358751763e-01 +7.081514322078632517e-01 +6.923454369915091888e-01 +7.360926793434217075e-01 +6.992483002325968755e-01 +6.812919038321112453e-01 +6.897516745424638884e-01 +6.921105449874787041e-01 +7.027393563367141383e-01 +7.005565046949797647e-01 +6.664005937667525359e-01 +7.137222407469181462e-01 +7.075304141848874906e-01 +7.132654525787245348e-01 +7.431759195344156410e-01 +7.187961349105620457e-01 +7.264015832336099265e-01 +7.040769114497464898e-01 +6.852085790308208857e-01 +6.874135352036674362e-01 +6.952875569773908637e-01 +6.994165095560802570e-01 +6.860924929492355773e-01 +6.970804078364380985e-01 +6.786048975120522186e-01 +6.427289663614246251e-01 +4.177881919591683868e-01 +7.017326441469791121e-01 +6.966181548491121589e-01 +7.441874601110711751e-01 +7.154048902723850745e-01 +7.210727914153736151e-01 +6.588795339367479187e-01 +6.826045955018358313e-01 +6.803865890594025245e-01 +7.125878877635614117e-01 +7.117330746292296340e-01 +7.053022570625060439e-01 +6.953664849202993992e-01 +7.092335767242943234e-01 +7.086631189742220727e-01 +7.007012148474771607e-01 +7.045846801647215329e-01 +6.949134599161013170e-01 +6.755164022894035725e-01 +6.268526526353994655e-01 +6.841640606401995228e-01 +7.080372994271471043e-01 +7.081505106426071450e-01 +6.719068668382206511e-01 +6.707721805358204392e-01 +6.539679772486124421e-01 +6.751747941829933097e-01 +6.947604917232226285e-01 +7.215662933108077937e-01 +7.056607353542467820e-01 +6.935612772263013426e-01 +6.767813685243382338e-01 +7.303984863358010671e-01 +7.049335759440111815e-01 +7.094359465407364951e-01 +6.920262197256761283e-01 +7.088778871876293408e-01 +6.774242820250009345e-01 +6.714292488771320677e-01 +7.167727351022392668e-01 +7.146422925230382361e-01 +7.061920504580925240e-01 +7.594109324711268982e-01 +7.242953769517797014e-01 +6.831425800850823293e-01 +7.430006907384552051e-01 +7.089008321623424536e-01 +6.985838605559919756e-01 +7.365915833820295688e-01 +6.932063787912028374e-01 +7.447760202437905264e-01 +7.186714454518465800e-01 +7.062562516163524151e-01 +7.042673015561433658e-01 +7.553302266841868118e-01 +7.202190404137205348e-01 +6.751847520391507373e-01 +6.881671681346546166e-01 +6.910914401439782750e-01 +6.957215845376936159e-01 +6.950533540287722190e-01 +7.237068015436136648e-01 +7.305233530711561230e-01 +7.104940567116528882e-01 +6.750569417685028384e-01 +6.887465837546073999e-01 +6.969294009513902211e-01 +7.292414034355303443e-01 +6.925650381254762067e-01 +7.039997039415339941e-01 +7.206075490337795486e-01 +7.039133830280235316e-01 +6.945579782434876392e-01 +6.783562531004569962e-01 +6.829736688580041459e-01 +7.626083686260258787e-01 +6.851652358059681092e-01 +7.103895351665840963e-01 +7.047707861021166309e-01 +6.983474631037935865e-01 +7.157224930622376746e-01 +6.839852156438084307e-01 +6.971157744726568239e-01 +6.874903651682373606e-01 +7.123055434276679421e-01 +7.179964564730241250e-01 +6.827848384189820763e-01 +7.056221838212906050e-01 +6.665479669475971036e-01 +7.395240321697826857e-01 +7.075012620641842886e-01 +7.175695192145283841e-01 +7.241451688151983035e-01 +6.691406322115653893e-01 +7.131885801435373651e-01 +6.807162008338849546e-01 +6.958987789597514961e-01 +7.151489346388686386e-01 +6.953589807098765618e-01 +7.487390065870300759e-01 +7.061093238405788952e-01 +6.883258641018272783e-01 +6.962118799254781720e-01 +7.758152441745664873e-01 +6.705030523967252520e-01 +7.361097888923637811e-01 +6.969107177545694753e-01 +6.763828727360134963e-01 +6.899702769221320864e-01 +6.849062341810494559e-01 +7.274314233512129135e-01 +7.026549243987147975e-01 +6.819140397746181748e-01 +6.568986052022722788e-01 +6.526976611140895557e-01 +7.536315261633674822e-01 +6.989361973461001298e-01 +7.049266830398579486e-01 +7.154048902723850745e-01 +6.965427261124403913e-01 +6.656614399440599072e-01 +6.902594245451183497e-01 +7.232090221108293804e-01 +7.150008595985752891e-01 +6.654503235522284399e-01 +6.760187513155244687e-01 +6.926556871761064826e-01 +6.785521844278150638e-01 +7.240111552909667125e-01 +6.966347333806410802e-01 +6.048401360050590370e-01 +7.168648838870623763e-01 +7.083498674375050541e-01 +7.373726635507438232e-01 +7.258639111972726710e-01 +7.199878180401597660e-01 +7.075997893473129352e-01 +7.040378707406844683e-01 +7.157813897002363035e-01 +7.001873837252929889e-01 +7.222452212368111191e-01 +6.801629420758317224e-01 +6.859052480885168279e-01 +6.981751254828267861e-01 +7.185598803204626961e-01 +7.178892772057992033e-01 +6.870048552464069758e-01 +6.714241085531007514e-01 +6.957400776903597261e-01 +7.324270683925391268e-01 +6.791697526803943674e-01 +6.956360085607755650e-01 +6.485791464957628705e-01 +7.240763753780328216e-01 +7.028640352787718371e-01 +7.111977385042678179e-01 +6.738681822651528819e-01 +6.881501643272898150e-01 +6.856980211663810110e-01 +6.765047259665308843e-01 +6.949806466438275265e-01 +7.168310837909004363e-01 +6.567582525713220321e-01 +6.683201508919154321e-01 +7.039169266582590012e-01 +6.604971715389638121e-01 +7.452397903552459013e-01 +7.195040330548536645e-01 +6.801181328378618218e-01 +7.080396072438688293e-01 +7.197978982767807565e-01 +6.410479745188553125e-01 +7.103455230079518401e-01 +7.399572973332837478e-01 +6.935865558766920458e-01 +6.837794662315062055e-01 +6.928316982635394083e-01 +7.065210900182847809e-01 +7.190088051951661896e-01 +7.207384985605571615e-01 +7.153724223239095181e-01 +6.831737166084934643e-01 +6.697809913280181604e-01 +6.636945714050099809e-01 +7.414336735913735765e-01 +7.241451688151983035e-01 +6.684569172094469991e-01 +7.004022856754943405e-01 +6.858670045131418647e-01 +6.984875666882359724e-01 +7.017176880868163380e-01 +7.286384126803362449e-01 +6.977232907686712338e-01 +7.164660309113770609e-01 +6.982982461844002842e-01 +6.844778855441759902e-01 +7.100480524308139252e-01 +7.332435188645689550e-01 +6.481996809349865885e-01 +7.185876397092698653e-01 +6.746388313320288432e-01 +6.800383804734799753e-01 +7.142537484696376282e-01 +6.991040154793495276e-01 +6.494361878056480464e-01 +6.935865558766920458e-01 +7.000001208630379779e-01 +7.119201279746860678e-01 +7.291001886865373649e-01 +7.085844349076140247e-01 +6.520482317829987551e-01 +7.298276891307651226e-01 +7.040747908636504349e-01 +6.904112950455925102e-01 +7.172684986919790617e-01 +8.106175479257551331e-01 +7.107991361316408074e-01 +8.106175479257551331e-01 +6.877267087864140649e-01 +6.700571610347054730e-01 +6.712453450415054590e-01 +7.017026991409380798e-01 +7.131817427787936481e-01 +6.595987502669444780e-01 +6.861920773469876167e-01 +7.204040433612561856e-01 +6.956722910766472978e-01 +7.152977082579354828e-01 +6.886945437851252905e-01 +6.949936341827367414e-01 +7.221028509818196994e-01 +6.987810434309409402e-01 +6.688302744440264291e-01 +6.954606092438382348e-01 +7.043736840463736826e-01 +6.886213427445113666e-01 +7.103895351665840963e-01 +6.750543890984701534e-01 +7.156883933097759609e-01 +6.926686151868466368e-01 +7.385365553741891631e-01 +7.272311681625964752e-01 +6.835452107983854830e-01 +6.970355450905429961e-01 +6.952763863695849977e-01 +7.206211220153875274e-01 +6.697611580396554132e-01 +6.813715847020560545e-01 +7.108617862920709740e-01 +7.120109602384445679e-01 +6.817584080471874586e-01 +6.935573791579514591e-01 +7.578229743662028284e-01 +6.995761128061772638e-01 +6.869892778627146868e-01 +7.357196242704517886e-01 +7.265252619178284021e-01 +6.992910756158039476e-01 +7.348056801147464512e-01 +7.106814372001082347e-01 +6.984805042404005349e-01 +8.106175479257551331e-01 +6.790839832847623825e-01 +6.631802235018113834e-01 +7.141078576749961826e-01 +6.893318547619529113e-01 +6.996206403191820300e-01 +6.282950868969692237e-01 +6.987108252123235275e-01 +7.121225918119549192e-01 +6.774612939791495592e-01 +6.809264915908528337e-01 +7.149307839897360850e-01 +6.930277990637492280e-01 +6.822880167824081354e-01 +6.999769568597571379e-01 +6.542944967149821878e-01 +6.946515729378006654e-01 +7.189840655080317333e-01 +7.037793577476278983e-01 +6.960343842144069981e-01 +7.299889027706996103e-01 +6.884452230566964204e-01 +7.081674601584779793e-01 +7.213265867791704977e-01 +6.950840294097986316e-01 +6.949739927143738782e-01 +7.134891336570703402e-01 +7.123197936683709486e-01 +6.715870212137176054e-01 +6.856473059920418223e-01 +6.896996120993463819e-01 +6.625007874867705482e-01 +7.172516785236169312e-01 +6.958026631424729658e-01 +7.276317311407538568e-01 +7.061657946602295510e-01 +7.143782644013541017e-01 +7.229138782010409159e-01 +6.796890120939735880e-01 +7.177967054177258888e-01 +7.538704161013356497e-01 +7.297028310322559719e-01 +7.148657484508049720e-01 +6.860812805239007162e-01 +6.873463961835994951e-01 +6.929259909658398442e-01 +7.034087671555369070e-01 +6.744334527007751490e-01 +7.225678004307525271e-01 +7.057755093800039958e-01 +6.923593332839317327e-01 +6.920403368110257247e-01 +7.315064762889420535e-01 +6.940295040565942486e-01 +6.565118790745216870e-01 +6.769699885070679102e-01 +6.838316575293461597e-01 +6.994754306592980697e-01 +7.070904886954778590e-01 +7.134800653519874913e-01 +6.880963910383144366e-01 +7.029590473534241823e-01 +6.995514045423192329e-01 +6.830112789373075088e-01 +7.283318426164342441e-01 +6.773211674146821792e-01 +6.918565870432686893e-01 +6.854911274814270428e-01 +6.951943752985698666e-01 +7.148882233445448264e-01 +7.110075556159856092e-01 +7.049348654803253567e-01 +7.157336709779471562e-01 +6.701358121292493308e-01 +7.229820006756639827e-01 +7.270855511074358901e-01 +7.056607353542467820e-01 +6.736917243503057762e-01 +6.737342872468730093e-01 +6.751850307111197935e-01 +7.378547317433756803e-01 +6.730281781974056798e-01 +6.899467593792749653e-01 +7.102456711220241914e-01 +6.984169918733513782e-01 +7.538456546712524187e-01 +6.967928004749950333e-01 +6.876904697293184654e-01 +6.911981707091428007e-01 +6.983474631037935865e-01 +7.389287146889955693e-01 +7.459304165821905030e-01 +6.519508183142050939e-01 +6.751571091641288547e-01 +6.849788529625229216e-01 +6.744434294777192918e-01 +7.155946142608655691e-01 +7.241025143685746457e-01 +7.031347305050630325e-01 +6.812436209360868133e-01 +7.211754891620785202e-01 +6.782760501378248819e-01 +6.835264905632953969e-01 +7.036723504780724170e-01 +7.132250311671555210e-01 +6.998326692258203252e-01 +7.337313770928162171e-01 +7.131048667114470163e-01 +6.704263594534936033e-01 +6.991119790379727306e-01 +6.947327631812143522e-01 +6.957168460404332677e-01 +7.347347888240065572e-01 +6.914668379245796359e-01 +6.886432538968776385e-01 +7.147437709239952142e-01 +7.033002014262024204e-01 +6.860288449083569162e-01 +8.106175479257551331e-01 +6.785543372871458701e-01 +7.297028310322559719e-01 +7.221110335143237080e-01 +6.814235434256694646e-01 +6.768870277703484817e-01 +7.099387994508816746e-01 +7.355190444451764620e-01 +6.958219708772972467e-01 +7.133862676396134361e-01 +7.081505106426071450e-01 +7.332731291760339332e-01 +6.877202890089577636e-01 +7.314223523212532996e-01 +7.222490636266911679e-01 +7.125288489238101874e-01 +6.760878037357258563e-01 +6.897727949023320093e-01 +6.792079100086141352e-01 +7.421016882295887740e-01 +6.991325582360659041e-01 +6.999466644116907332e-01 +7.264366741992134280e-01 +6.994968784728925471e-01 +7.017042362860479443e-01 +7.378849375231055774e-01 +7.356456157209549929e-01 +7.486778477317272973e-01 +6.923205397309146747e-01 +6.735401817173709560e-01 +6.904498673095531558e-01 +6.869996073611446263e-01 +7.099726288627650206e-01 +7.910311342379152677e-01 +6.887437306473529475e-01 +7.164422023315637489e-01 +7.146549443073269003e-01 +7.129177413360778814e-01 +7.325554114725392196e-01 +7.100795328641034132e-01 +6.366124576231300125e-01 +6.952802959246682235e-01 +7.097763039025153375e-01 +7.077427110214280503e-01 +7.254961662763008690e-01 +6.902444781176129140e-01 +7.085618038013450359e-01 +7.067747532040655756e-01 +6.974499729750149868e-01 +6.944932030122146216e-01 +7.168438254369888796e-01 +6.970064565616524987e-01 +7.194664343555174923e-01 +8.106175479257551331e-01 +7.178808449358911048e-01 +7.390103133438827854e-01 +6.899472428218658138e-01 +6.921578439872178024e-01 +6.781280503260518344e-01 +6.636496051124964879e-01 +6.863018426144691375e-01 +7.063945980588144380e-01 +7.110373356452868165e-01 +6.929073574968214189e-01 +7.018977837014475085e-01 +6.598997216816897549e-01 +7.120865423407423123e-01 +7.073752047688799394e-01 +7.022629048741144686e-01 +7.151059021383403547e-01 +6.898684765246301254e-01 +7.031027570554968520e-01 +7.149774365375876073e-01 +7.118887317752786714e-01 +6.760965442140047799e-01 +7.161463488436652369e-01 +6.862527359199930288e-01 +6.984177706788301521e-01 +7.020572811765788401e-01 +7.025800270358715238e-01 +7.067918826398376098e-01 +7.019143803822771588e-01 +7.037628372843585112e-01 +7.224411252034386166e-01 +7.311769074059668583e-01 +6.723013229242269517e-01 +7.102655171579073112e-01 +7.047173835305642342e-01 +6.842060693036557950e-01 +6.609079656376408707e-01 +7.001285613060872492e-01 +7.157212337644125455e-01 +7.334149650449361957e-01 +7.187763323222000622e-01 +7.044489084343084073e-01 +7.139462858961884706e-01 +6.702221449100207451e-01 +7.312640758900670335e-01 +7.371195759638879963e-01 +6.769816779595672074e-01 +7.561537116833960681e-01 +6.653229850301656256e-01 +7.335340556961753578e-01 +7.130207675162267833e-01 +6.915176197619032905e-01 +7.008823824494356813e-01 +6.792230570215664898e-01 +6.960918231645365495e-01 +7.157813897002363035e-01 +6.930277990637492280e-01 +7.102456711220241914e-01 +6.799215838917191945e-01 +6.859989434216373638e-01 +7.020401592529879053e-01 +7.195231978564038400e-01 +7.336419009807286784e-01 +6.873515724592706988e-01 +7.032840775815714096e-01 +6.999466644116907332e-01 +7.291782782299307542e-01 +6.974958661915025004e-01 +6.998314301650907510e-01 +7.017108639032230144e-01 +6.867052519039873459e-01 +6.595988345627361582e-01 +7.077560740336323875e-01 +7.237524295412320896e-01 +6.952988981761336618e-01 +7.096868296069693827e-01 +6.931925840057999721e-01 +7.471493610193817858e-01 +7.036006698232881718e-01 +7.020945207370843377e-01 +7.151489346388686386e-01 +7.170419737330036014e-01 +7.147013043164989199e-01 +7.101735405641207421e-01 +6.950000247377872142e-01 +6.731237754995049727e-01 +6.582279320950519264e-01 +6.897813391466414146e-01 +7.131925997396280081e-01 +7.189742920437183216e-01 +6.708116472218108584e-01 +7.097727100807134093e-01 +6.819353029489185758e-01 +7.022629048741144686e-01 +6.944868514258075720e-01 +6.561667671167654703e-01 +7.146813396468587598e-01 +7.160010675242105549e-01 +6.972375413860021354e-01 +6.566720229078271132e-01 +7.074499949243602259e-01 +7.063158304472239024e-01 +7.293865729994095659e-01 +7.025703577757553830e-01 +7.195230297846251233e-01 +6.972375413860021354e-01 +6.421275959258139210e-01 +7.436376116107901169e-01 +6.758174489118289330e-01 +6.845855046298439106e-01 +7.263869344672002626e-01 +6.716742526354195775e-01 +6.788957344308030883e-01 +7.272311681625964752e-01 +6.996225318636817292e-01 +7.206019756362991302e-01 +6.968026680894965352e-01 +6.990682505723171403e-01 +6.964049612660190292e-01 +6.743504895724257153e-01 +7.071466511052335591e-01 +7.104450526036458768e-01 +7.149730424140017249e-01 +7.164373290579533204e-01 +7.234498331011849359e-01 +6.756989752917590408e-01 +7.350852503089981838e-01 +6.576438219139078001e-01 +6.715498317519319471e-01 +6.741074328865224174e-01 +7.660884910329528452e-01 +7.373726635507438232e-01 +6.914390108219450326e-01 +7.249478369125128552e-01 +7.019663311254831228e-01 +6.851293631444548282e-01 +7.276242436875079989e-01 +7.258941190615217920e-01 +6.953710523801532872e-01 +6.602983393893140374e-01 +7.008529902589728522e-01 +7.089449003510210900e-01 +6.994193011615621458e-01 +7.201209906557579643e-01 +7.091895561428032124e-01 +7.108374199728615395e-01 +6.908818392107320960e-01 +6.722197332465924546e-01 +6.933466336252891438e-01 +7.382712810140219517e-01 +7.506144156033656145e-01 +7.079506971251774416e-01 +6.987189144145844466e-01 +7.029183852311788883e-01 +6.770418039629504392e-01 +7.325867633001905688e-01 +7.031901303840797368e-01 +6.976711837339664157e-01 +7.066534486767181988e-01 +6.870036458500337062e-01 +6.826821895224739478e-01 +7.032780352626275544e-01 +7.525916007560340404e-01 +7.054429665321322318e-01 +7.448198830616767907e-01 +6.968535245549034585e-01 +6.849867980288877334e-01 +7.365915833820295688e-01 +6.774540758814353580e-01 +6.679649546802153282e-01 +7.046530428506443400e-01 +6.900540981633795923e-01 +6.503260612311052569e-01 +7.368966873058653277e-01 +6.972619573770089119e-01 +7.079232686342251668e-01 +8.106175479257551331e-01 +6.972486699374442765e-01 +7.068219036732088512e-01 +6.781530224152234609e-01 +7.122885358402157863e-01 +7.098099768697139211e-01 +6.920171386821749593e-01 +7.186714454518465800e-01 +7.098446790589534316e-01 +6.956761154890429566e-01 +6.676390362543855872e-01 +6.774706578871629858e-01 +6.771690954572591181e-01 +6.813576512646619676e-01 +7.138527951906468161e-01 +7.186555369080309674e-01 +6.975343223814398641e-01 +7.226510013664082521e-01 +7.037397716046953633e-01 +6.509208537153483576e-01 +7.003062199400176269e-01 +7.132215129641394924e-01 +7.208371199740710722e-01 +6.999466644116907332e-01 +6.833124810864035226e-01 +7.708902449632262233e-01 +6.972486699374442765e-01 +7.795944884554586451e-01 +7.145312071416540789e-01 +6.901182080089398596e-01 +7.019594837430886969e-01 +6.800889867377080122e-01 +6.872435818207520697e-01 +7.063945980588144380e-01 +6.766829671690288706e-01 +7.571530483551640600e-01 +7.117791344576680501e-01 +6.642980079617402112e-01 +7.146422925230382361e-01 +7.489380662041469350e-01 +7.148726828475773232e-01 +7.148866541908276417e-01 +6.865408883761006109e-01 +6.951850044879819279e-01 +7.284198634483374235e-01 +7.048783648140002356e-01 +6.922946623456098791e-01 +6.964646419381992359e-01 +7.222417379425678519e-01 +6.542683331440315442e-01 +7.148374694035410926e-01 +6.811366669382366013e-01 +6.852588753376025466e-01 +7.491118662990103871e-01 +7.091006452199124510e-01 +7.047173835305642342e-01 +7.006395731810073357e-01 +6.969843575210106223e-01 +6.913591410510946389e-01 +6.970070073805700872e-01 +6.686349634081025783e-01 +6.980572291791773409e-01 +6.999466644116907332e-01 +7.193818340160262892e-01 +7.121210580115757693e-01 +7.319584177824651761e-01 +7.399324654307051219e-01 +7.050283169455795473e-01 +6.975627423499268787e-01 +7.398284094255771492e-01 +7.111314724223163353e-01 +6.930277990637492280e-01 +7.310439506613164440e-01 +6.758397370124242798e-01 +7.050223078692567924e-01 +7.210080720620410943e-01 +6.852011895622709403e-01 +6.913724629348294570e-01 +7.115330625163451828e-01 +6.995850273691175403e-01 +7.292407738844346454e-01 +6.529092398765854455e-01 +6.901449296173325365e-01 +7.141201809444623905e-01 +7.033023756633340895e-01 +7.450812075843913362e-01 +6.938953986685092445e-01 +7.141162770898006329e-01 +7.353617210212348709e-01 +6.621572767856918063e-01 +7.127236508077103849e-01 +7.080028465042431662e-01 +7.160651108139717280e-01 +7.178025139532664411e-01 +7.032417876099188447e-01 +7.200339233211678902e-01 +7.350025140576974536e-01 +7.140660921718549048e-01 +6.868996765645931646e-01 +7.056607353542467820e-01 +6.966380835121626092e-01 +6.973102300441524903e-01 +7.232028109960353390e-01 +7.055235651561204691e-01 +7.023080925777662742e-01 +6.931886996430876025e-01 +6.731066042060689369e-01 +7.248874448374493795e-01 +7.159344474351456711e-01 +6.917691332927873304e-01 +7.067220133985756547e-01 +6.852008104354254669e-01 +7.016305651957424061e-01 +7.023635358393107708e-01 +7.321055332395474124e-01 +7.396210578885558107e-01 +7.077767059402972905e-01 +7.112586509253944200e-01 +6.888763748478652360e-01 +6.878908554337357373e-01 +6.786846353696631695e-01 +7.367455393867174962e-01 +7.005448977332946470e-01 +6.917995404101020540e-01 +7.149063586441357643e-01 +6.900040501824591388e-01 +7.086431337366789762e-01 +7.233774621069315458e-01 +6.794814959423831624e-01 +7.065288929843944743e-01 +7.292452854502968762e-01 +7.118629003398666555e-01 +7.111465332347322033e-01 +6.590021417308875584e-01 +7.352154848478420490e-01 +6.865597320700089767e-01 +6.871922204859259864e-01 +6.681467933862847985e-01 +7.016965120502973718e-01 +7.203506181122065755e-01 +6.915361679079197188e-01 +7.032823599610225074e-01 +7.055333368572931363e-01 +7.076435216994099164e-01 +6.810655759920436481e-01 +7.161516820134607997e-01 +6.999466644116907332e-01 +7.072492928400606615e-01 +7.005021921992664602e-01 +6.877282399664892409e-01 +6.854117279548930242e-01 +6.928848050562379512e-01 +6.986714900445036847e-01 +6.854508706522537409e-01 +6.646139780015616338e-01 +7.422731473961121651e-01 +7.058461788350953725e-01 +6.930534029998689505e-01 +6.727273673290312672e-01 +7.051418966640312647e-01 +7.132924078030526971e-01 +7.352091160289084826e-01 +7.273337918731783702e-01 +6.915677186192468184e-01 +7.284427060062057535e-01 +7.033612836452860506e-01 +6.999707230343261699e-01 +6.968601094111690486e-01 +7.080763547674777669e-01 +7.260583869590391259e-01 +7.420371484583156985e-01 +7.148882233445448264e-01 +7.138418543664357685e-01 +6.916871412150413789e-01 +7.033359150359004275e-01 +6.848139501891381542e-01 +7.797124683289027303e-01 +7.051234867035702791e-01 +7.164814578037379533e-01 +7.314190186550604267e-01 +6.974288820755631946e-01 +7.065637913061806330e-01 +7.096218818202899570e-01 +7.175219285995666496e-01 +7.324270683925391268e-01 +7.152837904469464547e-01 +6.758111199155081295e-01 +7.066710792347237202e-01 +6.980382030957485995e-01 +7.250128790265719658e-01 +7.019450261376363187e-01 +7.297733910815509262e-01 +7.081144390055627014e-01 +7.254961662763008690e-01 +6.954856317120743370e-01 +7.168772482630458853e-01 +6.995353728895565837e-01 +7.215638448733940891e-01 +7.315846590462982135e-01 +7.206593737653221865e-01 +7.036746145481060921e-01 +7.308599588278994474e-01 +6.839374086043363832e-01 +6.594599747503053777e-01 +7.056607353542467820e-01 +6.957924945083249213e-01 +6.982191118570284516e-01 +7.186784557376242333e-01 +7.227381806967088096e-01 +7.018682759927088455e-01 +7.112262359930916489e-01 +6.926872059462994002e-01 +7.220468532343531365e-01 +7.084929686188061737e-01 +6.954430200819601282e-01 +7.101582673947604007e-01 +6.959896341861195879e-01 +6.858962774584398403e-01 +6.263656286738275014e-01 +7.032763081904604974e-01 +6.999523176973774241e-01 +7.226463873982567065e-01 +6.460187798959466932e-01 +7.108305034122750499e-01 +7.000368217352885836e-01 +7.008762522690901164e-01 +6.787697336959723771e-01 +7.056607353542467820e-01 +7.351179631297100059e-01 +6.629263528118585214e-01 +6.936910044689525989e-01 +7.012623331208089894e-01 +7.032494888593419091e-01 +6.547056339634877986e-01 +6.800241632784462809e-01 +6.799824919357746467e-01 +6.978821783493813768e-01 +7.032076576125234624e-01 +7.163100133481847820e-01 +7.133914889187416009e-01 +7.025800270358715238e-01 +6.945272438085297040e-01 +7.042676852627423045e-01 +7.015771687681464641e-01 +6.858909998166282662e-01 +7.055041395334740173e-01 +6.895658994190441149e-01 +6.906056928660504468e-01 +6.756821820717178184e-01 +6.884757231167455416e-01 +7.034391676843831931e-01 +6.788282950972828189e-01 +6.891206391448463364e-01 +6.935865558766920458e-01 +7.145828451600664266e-01 +6.998045185702608251e-01 +7.512039511363539646e-01 +6.950710945627207593e-01 +6.870111675139725094e-01 +6.846255033303236814e-01 +7.085336321754809319e-01 +6.947083504613473792e-01 +6.958723407817473117e-01 +6.530792910066196555e-01 +7.369031908934999819e-01 +7.126910622168267651e-01 +7.060601107436070834e-01 +7.056853512622396352e-01 +7.117791344576680501e-01 +6.942466331674523872e-01 +8.106175479257551331e-01 +6.714199488573058261e-01 +7.123077442507650403e-01 +7.169546341195136563e-01 +7.189245255037661764e-01 +6.678826849588190839e-01 +6.987459119594490176e-01 +6.805479594567316326e-01 +7.016612469292873300e-01 +6.911024500535063453e-01 +7.169043313016913999e-01 +7.351324115853259400e-01 +6.159811364486529328e-01 +7.237524295412320896e-01 +7.187961349105620457e-01 +6.873995614580152846e-01 +6.993881325631434720e-01 +6.929730032153003094e-01 +6.979292284115885536e-01 +7.000871919985485192e-01 +6.696216183750394180e-01 +7.110244850020563945e-01 +6.773480113543186576e-01 +7.179206470274834828e-01 +7.105350497330888970e-01 +6.929133622029794992e-01 +7.103506853815346744e-01 +6.654201494200862044e-01 +6.802538945771061663e-01 +7.166348696039648303e-01 +7.124931752613576919e-01 +6.846060774972428931e-01 +6.745615776359343840e-01 +6.987866113251968159e-01 +6.903469810514479832e-01 +7.006231828741960044e-01 +7.031551517228962211e-01 +6.931924799561812733e-01 +6.710426332973327135e-01 +6.781379319765719060e-01 +6.907870747475755024e-01 +7.047677876989979495e-01 +6.846514988444099004e-01 +6.875633836500867346e-01 +6.927966382801713507e-01 +7.134800653519874913e-01 +7.249751398281532033e-01 +6.996349250422539967e-01 +6.895708546685597184e-01 +6.909081804655272663e-01 +7.034458106932675037e-01 +6.746388313320288432e-01 +7.116880574297681505e-01 +7.223360613536016217e-01 +7.228403178307942767e-01 +7.043315890723675921e-01 +6.908774421702688073e-01 +6.987825393204971647e-01 +6.999466644116907332e-01 +7.143503437962479552e-01 +7.030584488190712023e-01 +7.284997516324267508e-01 +6.823974373168368857e-01 +6.807004238640956828e-01 +6.498458473518766709e-01 +7.168184688769514423e-01 +7.125257266479891882e-01 +6.759868498853123242e-01 +7.063945980588144380e-01 +6.723867647648802404e-01 +7.061974067423903989e-01 +7.130900944062403823e-01 +6.957132391782181458e-01 +7.082050969382969186e-01 +7.173152675110259224e-01 +7.127611993336913088e-01 +7.280542879491207486e-01 +7.022629048741144686e-01 +6.826220378898568697e-01 +6.825795510054177839e-01 +6.762922949080873991e-01 +7.190146896346902849e-01 +7.132331881755433756e-01 +6.795386653726893655e-01 +7.389287146889955693e-01 +7.058797672680512392e-01 +7.177557898071427189e-01 +6.920048719559730444e-01 +7.151812634802041657e-01 +6.832203257531475060e-01 +6.956802052707686812e-01 +6.945426382081905103e-01 +6.884322927129176151e-01 +7.050730835766714222e-01 +6.993938142076387976e-01 +6.865739259753311785e-01 +6.913479315956010396e-01 +6.999781475508228823e-01 +7.004022856754943405e-01 +6.937559464880109772e-01 +7.042255958173484487e-01 +6.880267214544346643e-01 +7.111465332347322033e-01 +7.411557534336097319e-01 +7.011576857472689994e-01 +7.202878955023805929e-01 +7.196137775110997836e-01 +7.148882233445448264e-01 +6.594444925687312775e-01 +6.877717769681481741e-01 +6.754091463742497581e-01 +6.764680675856808989e-01 +7.344009513579550230e-01 +6.924131434061706614e-01 +7.096762901880495633e-01 +6.967930703282547711e-01 +7.137166471821672076e-01 +7.284318181222531052e-01 +7.115125084790214771e-01 +7.115049617807756022e-01 +6.997052859496548649e-01 +7.341939772022740840e-01 +6.916916378694750733e-01 +6.464522167904149796e-01 +7.193869203199056983e-01 +6.731064364810990241e-01 +7.027042631639517367e-01 +6.757185848511113591e-01 +7.106203125088441652e-01 +7.113291020207057613e-01 +7.325867633001905688e-01 +7.441897525887526399e-01 +7.044052683016275296e-01 +7.322045320441645799e-01 +6.791254780658491086e-01 +6.968181033282689896e-01 +6.898685427548798543e-01 +6.967622151039947198e-01 +6.914866446939527123e-01 +6.629238502870720140e-01 +7.210659238966385942e-01 +6.798312155776145005e-01 +7.400955400382045468e-01 +6.885683892871625744e-01 +7.251838940113799481e-01 +7.147778954017738329e-01 +6.935016333044359271e-01 +6.996459696755508162e-01 +7.334844406909795111e-01 +7.157059146599635824e-01 +6.785498353057874965e-01 +7.056100918376841946e-01 +6.887895234758474317e-01 +6.925863362088051645e-01 +7.626083686260258787e-01 +6.999466644116907332e-01 +6.836660593701680000e-01 +7.032281688827097810e-01 +6.922036929396568894e-01 +7.249910270951787084e-01 +6.783022716936955021e-01 +6.952514913600467139e-01 +7.315669774006465786e-01 +7.008293108640444302e-01 +6.929603339051340072e-01 +7.017417546261555117e-01 +6.781537977382114946e-01 +6.953589807098765618e-01 +6.862459891120380462e-01 +6.802202381595137126e-01 +6.974045706830693803e-01 +6.994968784728925471e-01 +6.945679802491611099e-01 +7.043283563204170150e-01 +7.109901792484834004e-01 +7.089734015376620846e-01 +6.949603109440118942e-01 +7.146422925230382361e-01 +7.069412990525805185e-01 +7.006505942562029077e-01 +6.934258792215857170e-01 +6.661508898821537628e-01 +6.964599872573344896e-01 +6.857516357526520778e-01 +6.966179045037250717e-01 +7.124350482961716580e-01 +6.866815064235041177e-01 +6.834222286034474791e-01 +6.999466644116907332e-01 +7.197978982767807565e-01 +6.638808876627706468e-01 +6.989269766081065427e-01 +6.642307818976078693e-01 +6.899213680215581235e-01 +7.198333015110662814e-01 +6.556880795508419624e-01 +7.024456391434057423e-01 +7.071650269511735587e-01 +6.831249859060264384e-01 +7.180558342182337128e-01 +7.005209653805408720e-01 +6.905460606011644131e-01 +6.872593750077342634e-01 +7.021403735636511101e-01 +7.199317106161728930e-01 +6.963530521172813792e-01 +6.683265504489099840e-01 +6.900070906950546146e-01 +7.004567919767268336e-01 +7.005990068354250866e-01 +7.068266273414138823e-01 +7.261480039867365122e-01 +7.410633536872879290e-01 +7.405568574338730059e-01 +7.115932239142708227e-01 +7.181989237541301918e-01 +6.806107747786782625e-01 +6.889156477897131481e-01 +7.398284094255771492e-01 +7.030546316424377551e-01 +6.776706288010885260e-01 +7.086413574802179483e-01 +7.351179631297100059e-01 +7.245543224556527662e-01 +7.343785628986481129e-01 +7.402296329949535902e-01 +6.938487645641799872e-01 +6.899957571646950782e-01 +6.874611489053918945e-01 +6.886945437851252905e-01 +7.299889027706996103e-01 +7.058366170584378096e-01 +7.015221056542948475e-01 +7.346188855178326094e-01 +7.328715645607601914e-01 +6.908528134029978673e-01 +7.102280288489168925e-01 +6.937448961973018413e-01 +7.237061713987955613e-01 +6.895544075059376610e-01 +6.815030017539527307e-01 +7.154048902723850745e-01 +6.992276674459247943e-01 +6.855220558204067061e-01 +6.653654901689165513e-01 +6.497745710381508388e-01 +6.876710561488579287e-01 +6.752510754272620375e-01 +6.969413472980079405e-01 +6.843928638703999923e-01 +6.756882128189261039e-01 +6.801043848000034586e-01 +7.263207065460584033e-01 +6.826956807749411382e-01 +7.576085360052928763e-01 +7.226463873982567065e-01 +7.220454926615786917e-01 +6.482348045375374568e-01 +6.640159681243673617e-01 +6.782718424410774105e-01 +7.263208305666424280e-01 +7.288013985905195113e-01 +6.801732154414210640e-01 +7.235230882175827105e-01 +6.877717769681481741e-01 +7.115345275590527763e-01 +7.155960760327388925e-01 +7.317224095243020088e-01 +6.983601874372524776e-01 +6.952044737746234659e-01 +7.028331804544407646e-01 +6.962422306798998761e-01 +7.183008659080272196e-01 +7.277077819506629908e-01 +7.161933834003022525e-01 +7.126670817711229233e-01 +6.806226592127444519e-01 +6.901193000962848600e-01 +7.566245057232592330e-01 +6.572293352372327035e-01 +6.980236708873661655e-01 +7.144059511813125596e-01 +7.209678260433207697e-01 +6.942672485551852901e-01 +7.224506266591532722e-01 +6.958122166299745004e-01 +7.148882233445448264e-01 +7.380781054791967222e-01 +7.142075571639239229e-01 +6.895658994190441149e-01 +6.801971012826086849e-01 +7.469046637080722917e-01 +7.470677438173254359e-01 +7.183728268105369352e-01 +6.785881436642000608e-01 +6.944986468166050031e-01 +6.865314244923439446e-01 +7.268447155554298433e-01 +7.255515262862459736e-01 +6.980941779577847228e-01 +6.562059027124149679e-01 +6.891728265049295032e-01 +7.159344474351456711e-01 +6.960624328238509406e-01 +6.571346319217781229e-01 +7.303422666674137531e-01 +7.111624296719938343e-01 +7.137617771346995710e-01 +7.431877661499868282e-01 +7.038867813464690926e-01 +6.903063172308350204e-01 +6.861564628019536372e-01 From f24107fc73bdaca90af77c2605b4bf42347704b2 Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 16:00:00 +0100 Subject: [PATCH 10/16] update --- bonus_1_predictions.csv | 6726 +++++++++++++++++++-------------------- bonus_3_predictions.csv | 3363 ++++++++++++++++++++ task_2_predictions.csv | 258 +- 3 files changed, 6855 insertions(+), 3492 deletions(-) create mode 100644 bonus_3_predictions.csv diff --git a/bonus_1_predictions.csv b/bonus_1_predictions.csv index dcfbb5e..7b8a1ad 100644 --- a/bonus_1_predictions.csv +++ b/bonus_1_predictions.csv @@ -1,3363 +1,3363 @@ -7.246789129913508987e-01 -7.001661354611883326e-01 -6.921964352726703851e-01 -6.901781241393720734e-01 -6.720671014926651310e-01 -7.571530483551640600e-01 -6.920402167948793704e-01 -6.874027436589003059e-01 -6.952440465259073221e-01 -7.287055089440954703e-01 -6.912026311399372958e-01 -6.999047677840337656e-01 -6.926187063677389233e-01 -6.865026603804054162e-01 -6.908750853203109443e-01 -7.099027139997957647e-01 -7.011099375148717172e-01 -6.956722910766472978e-01 -7.009873378928901388e-01 -6.875503624610104225e-01 -6.928864528276150736e-01 -6.949806466438275265e-01 -6.723484479193473362e-01 -7.174939187179276701e-01 -6.884201541976722183e-01 -6.972375413860021354e-01 -6.922896412439598635e-01 -7.203414101484639787e-01 -6.990879697041521013e-01 -6.912587275946222576e-01 -7.268902019674641224e-01 -7.436987520360709425e-01 -7.104590252407980699e-01 -6.671984102680852402e-01 -7.125988220324757094e-01 -6.908405203573124709e-01 -6.946346390613342692e-01 -6.788969007542675627e-01 -6.727360585047783559e-01 -6.831642594492635112e-01 -6.900131455599520791e-01 -6.977320019750337110e-01 -7.047163924953423475e-01 -7.161462901110695611e-01 -6.919883769442307653e-01 -6.995987678759121309e-01 -6.933140135380710944e-01 -7.142999561913114803e-01 -7.162984833586776290e-01 -6.949955274969568109e-01 -6.993418977583374385e-01 -6.944585750533107671e-01 -6.946267333798559207e-01 -7.352803782442549618e-01 -6.914452920035500938e-01 -6.764964452943722506e-01 -7.102456711220241914e-01 -7.100904263314689047e-01 -6.833797270918751110e-01 -6.650801705509650219e-01 -6.722802355431127808e-01 -7.040777518358751763e-01 -8.106175479257551331e-01 -6.961474864036709675e-01 -6.919229031075673220e-01 -6.978888662257247688e-01 -6.930178626677729881e-01 -7.192540562030842466e-01 -6.929228557667101995e-01 -7.109742493034758581e-01 -6.722905582063418706e-01 -6.969981506701259377e-01 -7.109945427795736350e-01 -6.895884693718343783e-01 -7.040777518358751763e-01 -7.162203823989230500e-01 -7.040378707406844683e-01 -7.016981891409557193e-01 -7.452397903552459013e-01 -7.206075490337795486e-01 -6.963111336526850437e-01 -7.109036118924692005e-01 -6.844120153276094243e-01 -7.014635448378001570e-01 -7.050698579709866465e-01 -7.124108910885240675e-01 -6.901778176920956298e-01 -6.820926593480152178e-01 -6.861751492777301564e-01 -6.616769537851681093e-01 -6.866703863075258596e-01 -7.203384816609030850e-01 -7.050634490701668255e-01 -7.292216195165082127e-01 -6.912798380938198761e-01 -6.741135996597549251e-01 -8.017541884978385269e-01 -6.848881528572690058e-01 -7.427504300338512166e-01 -7.136171858215760722e-01 -6.377823644177880169e-01 -6.871755220690047850e-01 -6.688860278513644175e-01 -7.235176329740085066e-01 -7.063391997321772919e-01 -7.174842558393308423e-01 -7.319732655609811900e-01 -6.814575274242002934e-01 -7.080332445518422446e-01 -8.106175479257551331e-01 -6.796287403014389383e-01 -6.862782766872150830e-01 -7.136171858215760722e-01 -6.874861991852583287e-01 -7.139399497848586407e-01 -7.347120416035934909e-01 -6.777600478338712264e-01 -7.071772495537302916e-01 -7.102018272756538408e-01 -7.250623804186773214e-01 -6.896448693086441040e-01 -6.919336848420414299e-01 -7.245850721169802000e-01 -7.250623804186773214e-01 -6.738164423161663308e-01 -7.472728096013554477e-01 -7.595168272389258846e-01 -7.110863588441489469e-01 -7.180060729120611995e-01 -7.135867348374986818e-01 -7.222616392687655207e-01 -7.313753729607057608e-01 -7.288629045964185593e-01 -6.735969052557422287e-01 -6.971971082678400933e-01 -7.020578618834392159e-01 -6.826814224038102452e-01 -7.001113321396559286e-01 -6.812698015380433958e-01 -7.110440311335466390e-01 -6.886057319782992181e-01 -6.979955139736304659e-01 -6.868676639259589933e-01 -6.988461574039490642e-01 -7.041017585994211458e-01 -7.238609477193165276e-01 -7.150978736372053390e-01 -7.086808648446165648e-01 -7.184622506370565986e-01 -6.902370186672328600e-01 -7.443197841011581772e-01 -6.928861953793727935e-01 -7.116396311860455626e-01 -6.978305857203750406e-01 -7.146422925230382361e-01 -7.134688309804744222e-01 -7.313016206947793307e-01 -6.967310579183418895e-01 -6.846844732524957067e-01 -6.929053319385758414e-01 -7.058278396238151231e-01 -7.187275669398545119e-01 -7.206722910829483908e-01 -6.979299178081248556e-01 -7.101212999918971036e-01 -6.762895333146872190e-01 -6.911726687462689256e-01 -7.043451324834677507e-01 -7.111465332347322033e-01 -6.968854099706760508e-01 -6.775285109360780211e-01 -6.668241664101728361e-01 -7.409220981603965583e-01 -6.857989382510716325e-01 -8.106175479257551331e-01 -7.057754683953589847e-01 -7.096462706486477146e-01 -6.953859819329366587e-01 -6.908997380677917022e-01 -7.211352564493367368e-01 -7.081522114906917409e-01 -7.284449723412080857e-01 -7.055867094383856397e-01 -8.106175479257551331e-01 -7.194664343555174923e-01 -7.023720357376710410e-01 -7.106606354898090672e-01 -7.472471228523218656e-01 -6.858419450196464595e-01 -7.065965425921305609e-01 -7.097807449056645623e-01 -6.876193529698610973e-01 -7.111523236829029315e-01 -6.874567279882910498e-01 -7.285164626948272826e-01 -7.070692011050994097e-01 -6.806792904787428711e-01 -7.283513282242140008e-01 -7.040378707406844683e-01 -7.030384278633050599e-01 -6.989321569955677660e-01 -6.750727336935469225e-01 -6.786858861100029117e-01 -6.946599411342972985e-01 -7.406515438821017483e-01 -7.134646304533092120e-01 -6.967761676622288292e-01 -6.871929121224980008e-01 -6.813607040805251813e-01 -7.299889027706996103e-01 -7.102280288489168925e-01 -7.330650143418964149e-01 -7.086955034624295990e-01 -6.649448866178317985e-01 -7.043738819417839636e-01 -6.918495538513766974e-01 -6.409749245425970798e-01 -6.809081624683983591e-01 -6.891642347726048001e-01 -6.996751388792219473e-01 -7.291617036288897680e-01 -6.949319954126309540e-01 -7.157188385468771230e-01 -6.746703752793408171e-01 -7.026034001720304900e-01 -6.988088678072941207e-01 -7.170675357122320293e-01 -6.334727800326334091e-01 -7.184465427067365795e-01 -6.904390534652691258e-01 -7.324105612947136024e-01 -7.215167169807870096e-01 -6.901793027703675421e-01 -6.698783535139227752e-01 -7.126971489343745247e-01 -6.407777952694218015e-01 -7.777425990918516163e-01 -7.348016944974773423e-01 -7.023860943028097381e-01 -7.001728974672047912e-01 -7.047163924953423475e-01 -7.410150214539115154e-01 -6.990380894223306996e-01 -7.087456485814627172e-01 -7.130959519027655347e-01 -7.234142257485487448e-01 -6.983221122911942302e-01 -6.949578137835601410e-01 -6.560208934214628584e-01 -6.873515724592706988e-01 -6.962386143392578219e-01 -7.149573992679094658e-01 -6.880066692903668013e-01 -7.061316845985317059e-01 -7.398284094255771492e-01 -7.011797791866385410e-01 -6.964599872573344896e-01 -6.968479177644368860e-01 -7.060601107436070834e-01 -7.103388564391082127e-01 -7.128092208520371287e-01 -7.179390288772253825e-01 -7.241451688151983035e-01 -6.887311725440810051e-01 -7.002712370965369360e-01 -7.341939772022740840e-01 -6.826351495598927954e-01 -7.106049790975461633e-01 -7.030839251589000582e-01 -7.342477012258115110e-01 -6.998274600831777548e-01 -6.738018871716207059e-01 -6.904403777451477708e-01 -6.409017236524761074e-01 -7.222490636266911679e-01 -7.777425990918516163e-01 -7.159270996333546577e-01 -6.999456752170800655e-01 -6.890116013182208121e-01 -7.247516165466194593e-01 -7.306513788116717478e-01 -6.867282360585775791e-01 -6.979316781871816033e-01 -7.188069309178075628e-01 -6.956110386270140111e-01 -6.968559347725715725e-01 -6.851815386317596790e-01 -6.970379527252603680e-01 -6.723760033588277452e-01 -7.017587245796406137e-01 -7.003648456731923488e-01 -7.071860588765730427e-01 -6.972486699374442765e-01 -7.027138014084428619e-01 -6.949806466438275265e-01 -6.758021347114322452e-01 -6.970971868393078807e-01 -6.885222522738629891e-01 -6.733916421493688631e-01 -7.028895302640876253e-01 -6.887153075075147513e-01 -6.836669854015582359e-01 -7.156712324735750030e-01 -7.041017585994211458e-01 -6.895837462058693745e-01 -6.867985987994060793e-01 -7.024120222483176690e-01 -6.999456752170800655e-01 -7.049513378559240095e-01 -7.302578877693406412e-01 -7.140933076576345684e-01 -7.111522038357378506e-01 -6.518970680523779038e-01 -6.786659481782919556e-01 -7.431759195344156410e-01 -7.161463488436652369e-01 -6.854707713616150500e-01 -6.925452036192822902e-01 -7.047677876989979495e-01 -7.037069239386326558e-01 -6.861283304423864138e-01 -6.702150125185184493e-01 -7.420571436769236584e-01 -7.078134359442245227e-01 -7.099372134350119268e-01 -6.965122546137507697e-01 -7.040796285855108749e-01 -7.043366414364413686e-01 -7.033588977397684516e-01 -7.012964662166609742e-01 -7.042481963301341352e-01 -7.452397903552459013e-01 -6.967761235213956184e-01 -6.917312042085086432e-01 -7.377211670758043738e-01 -6.939319691956100655e-01 -7.246429315502425084e-01 -6.981305125191710204e-01 -7.031404820971118852e-01 -6.739674654335630066e-01 -6.891330319476622890e-01 -8.106175479257551331e-01 -7.434284639355723812e-01 -7.046135358268372784e-01 -6.923628382075719401e-01 -6.864466603938907951e-01 -7.384814531378509628e-01 -6.734707456700519401e-01 -6.774269078930146293e-01 -6.884183106471226665e-01 -6.716858890255537062e-01 -7.258080030306359731e-01 -6.938774293989595776e-01 -7.138178566470827491e-01 -7.067016514061883470e-01 -7.021233536320039548e-01 -7.101351668625852653e-01 -7.377360577111176099e-01 -6.812784448288198291e-01 -7.352592963539237303e-01 -6.805742740802855906e-01 -7.024777415416991744e-01 -7.272147157170749665e-01 -6.795450091205808008e-01 -7.090989153956144264e-01 -6.943588305829848650e-01 -7.144733514818426556e-01 -6.916098185332941739e-01 -6.908758310916951473e-01 -7.102349856821135177e-01 -7.042687369337059522e-01 -6.617183292717712106e-01 -6.808962440859147591e-01 -7.212852531409552626e-01 -7.103895351665840963e-01 -6.903117590885017307e-01 -6.895658994190441149e-01 -7.032780352626275544e-01 -7.277434695551718846e-01 -6.865287851020838161e-01 -6.855410281524285665e-01 -7.252787553843873525e-01 -7.148319015720687730e-01 -6.912772055271005911e-01 -6.570698596662012392e-01 -6.956921254315915348e-01 -6.882254299651435758e-01 -6.844654594898997857e-01 -6.930661777666458079e-01 -6.947160896034105804e-01 -7.024061649931567786e-01 -6.962189739924831144e-01 -7.190883604751476810e-01 -7.449448082709864138e-01 -7.362034214782084973e-01 -6.899410872854474519e-01 -7.165006200345516163e-01 -7.294543197193164019e-01 -6.765415511323169540e-01 -6.752995872135940658e-01 -6.707653560780286739e-01 -6.788912227527958976e-01 -7.537263337625503823e-01 -7.276317311407538568e-01 -7.149565385363274572e-01 -7.504358169394365063e-01 -7.367181821273618425e-01 -7.124350482961716580e-01 -6.833147423161740619e-01 -7.092577457304827249e-01 -6.970224009179730729e-01 -7.148657484508049720e-01 -6.822866133661165122e-01 -7.037769144716250480e-01 -6.842175853639815841e-01 -7.226463873982567065e-01 -6.966210719137286844e-01 -6.636410364437921316e-01 -6.872900167517741465e-01 -7.173007150570285262e-01 -6.967839340468486853e-01 -6.914071541035582413e-01 -6.893690182509217834e-01 -7.086899591631592443e-01 -6.992934610950243268e-01 -7.331918886887081044e-01 -7.603902101206330144e-01 -7.211196384707179163e-01 -7.227575308603135795e-01 -6.840516116223298582e-01 -7.064875833408663652e-01 -6.877910002277758394e-01 -7.250623804186773214e-01 -7.173607813465210370e-01 -6.946667693696966239e-01 -6.945944447131111588e-01 -7.296786911169093059e-01 -7.075020550534674157e-01 -6.633573658763864955e-01 -7.099987510121152923e-01 -6.957662611140307263e-01 -7.111465332347322033e-01 -6.491843006270912042e-01 -7.077762649132566253e-01 -7.102280288489168925e-01 -6.848810627484951397e-01 -6.990671130142303014e-01 -7.007248023291836603e-01 -7.095441098901602572e-01 -7.162825592398718300e-01 -6.999456752170800655e-01 -7.119332496147734446e-01 -7.098099768697139211e-01 -6.980495122061896041e-01 -6.648341124321177631e-01 -6.933291125942027122e-01 -6.739235230123838960e-01 -7.014445359345913289e-01 -6.883930808137392887e-01 -7.541071055242625221e-01 -6.767348213889761155e-01 -7.148882233445448264e-01 -7.178323158075627930e-01 -7.225929042643244316e-01 -6.898388177047607428e-01 -7.148882233445448264e-01 -7.098395050723382838e-01 -6.996291329075070564e-01 -7.030384278633050599e-01 -7.051479691530673222e-01 -7.094753050401756411e-01 -7.050283169455795473e-01 -7.035146615724272579e-01 -7.160155090865529814e-01 -7.280405460993222277e-01 -7.303159105039824794e-01 -6.844264415243586086e-01 -7.148341251376066907e-01 -7.024378606864374319e-01 -7.032621999011325897e-01 -7.393661597477603209e-01 -7.272837252870303359e-01 -6.880963910383144366e-01 -7.273646740574193359e-01 -6.929794689851789258e-01 -6.883852889597292801e-01 -6.983044825634294739e-01 -7.280635252973794991e-01 -7.228182964457801063e-01 -6.698173116744925437e-01 -6.853480518368542107e-01 -7.217933295198761812e-01 -7.363717470574613344e-01 -6.522517344785683235e-01 -6.668241664101728361e-01 -6.934507524786255317e-01 -7.317347526320574502e-01 -7.250623804186773214e-01 -6.882181870932910783e-01 -7.262689455590560783e-01 -7.392363670150601251e-01 -6.803766559562376415e-01 -6.784502860309800099e-01 -7.317896034248363435e-01 -7.197808304053268103e-01 -6.976129275096667470e-01 -7.070874722083893005e-01 -7.073597604279164841e-01 -7.140134516640443962e-01 -6.892818178180633026e-01 -7.019264421792357211e-01 -6.645529756935175669e-01 -7.254631853249833284e-01 -7.099341143076145499e-01 -7.033594642616094461e-01 -7.296786911169093059e-01 -6.800383804734799753e-01 -7.365953046298372442e-01 -6.695495773657000882e-01 -6.936744195587252193e-01 -7.106878797910525236e-01 -7.046677548114246292e-01 -7.062156073755900820e-01 -6.823788071794467669e-01 -6.575483333875311587e-01 -7.136404568231782264e-01 -7.034839535020367407e-01 -7.403063332317074696e-01 -6.699648918128460195e-01 -6.806523598536315944e-01 -6.944416327866349548e-01 -6.940416863715554996e-01 -6.808172181082099428e-01 -6.730856573193904069e-01 -6.532761120737760052e-01 -6.498458473518766709e-01 -6.820797327796483955e-01 -7.162126115660925052e-01 -6.918937584329469814e-01 -6.498458473518766709e-01 -6.922901041609357264e-01 -6.413380255116720718e-01 -6.934833733124179389e-01 -6.915619648303916733e-01 -7.258174808708091064e-01 -7.009117826196558099e-01 -7.057689667662501165e-01 -6.424238606435466181e-01 -7.150755943103774825e-01 -6.852085790308208857e-01 -7.148218261098406856e-01 -7.056564302821044521e-01 -6.951872005036037194e-01 -7.053022570625060439e-01 -7.252685047450384559e-01 -7.332435188645689550e-01 -7.215358012975698898e-01 -6.874611489053918945e-01 -6.842671057313225447e-01 -7.324220152652856086e-01 -7.136220051308654888e-01 -6.935016333044359271e-01 -8.106175479257551331e-01 -6.971014007578304472e-01 -6.637302683023236227e-01 -6.805653098078181529e-01 -7.296984093477547617e-01 -7.280635252973794991e-01 -7.005946047468611937e-01 -6.676370883936399991e-01 -7.161116848451811734e-01 -6.901307570349288767e-01 -6.754024036775803097e-01 -6.929129216223870458e-01 -6.681439942416460553e-01 -7.054569747982242234e-01 -6.865763050898578967e-01 -6.949578137835601410e-01 -7.132675405715787065e-01 -6.703822872311349101e-01 -7.018450112345675507e-01 -7.126032854578667752e-01 -7.201762275439804739e-01 -6.776219662277469524e-01 -7.133604634198889016e-01 -6.928354956088895733e-01 -6.874484997093261995e-01 -6.658722195718667081e-01 -6.836365175734897548e-01 -7.004188909970494592e-01 -8.106175479257551331e-01 -7.373361362639840877e-01 -7.119732253047601489e-01 -7.010194470369484065e-01 -6.806681144735406974e-01 -7.182488414695740175e-01 -7.702230593365655409e-01 -7.049395311956772048e-01 -6.805997044159539655e-01 -7.207516200966921360e-01 -6.939306179248490025e-01 -7.076969889956004067e-01 -7.606907822094015614e-01 -7.274707346620488124e-01 -6.848733565042230964e-01 -7.125919478740030399e-01 -7.311230991072505958e-01 -6.762297686395726259e-01 -7.045534840008045308e-01 -7.066706870407841734e-01 -6.856725935126490867e-01 -6.879034823028220558e-01 -7.270716779368768812e-01 -6.794915356045194699e-01 -7.008100148455795875e-01 -7.268447155554298433e-01 -7.024349232295037382e-01 -6.985137824807097218e-01 -7.178914109648886210e-01 -6.545242046754253806e-01 -7.143446055646691661e-01 -7.037287453257405900e-01 -7.238920777934580997e-01 -7.092050446227915472e-01 -7.128582347619243365e-01 -6.838303995237069444e-01 -7.161173082377629839e-01 -7.197661035266165186e-01 -7.015506381788796375e-01 -6.566029125595562732e-01 -7.186714454518465800e-01 -7.407350992063186368e-01 -6.972467472862291515e-01 -6.682586356204254230e-01 -7.050767067881977823e-01 -6.922870550938711176e-01 -6.960752278267463566e-01 -6.873841243919471822e-01 -6.816027437681455581e-01 -7.168600321421720878e-01 -7.492869138783788685e-01 -6.922211718606945396e-01 -7.874290578986240519e-01 -7.023491181195566924e-01 -6.708993575610442406e-01 -7.117935004497297768e-01 -7.132250311671555210e-01 -7.213155056525550890e-01 -6.952826175856188229e-01 -7.198201749142398853e-01 -8.106175479257551331e-01 -6.945375945470857459e-01 -6.997666264883193321e-01 -7.658828330826352726e-01 -6.956504214391543428e-01 -6.919290445761774322e-01 -7.285091816885724825e-01 -7.176005044592628224e-01 -7.199702949442539079e-01 -7.382245620016476551e-01 -7.002724647679130499e-01 -6.706309962956495951e-01 -7.015005150410260626e-01 -7.075292072432262103e-01 -7.282954588645651484e-01 -6.956569136767427608e-01 -6.763931325940504280e-01 -6.972956372766248023e-01 -6.929680052155262615e-01 -6.556985227006109085e-01 -7.178914109648886210e-01 -6.630550854204955158e-01 -6.819595669167171081e-01 -6.783126456719585917e-01 -6.835224465046820796e-01 -7.138606992484071156e-01 -7.234311653994467406e-01 -7.091849459690777735e-01 -6.644397978749765343e-01 -8.106175479257551331e-01 -6.946561325086832994e-01 -6.980382030957485995e-01 -6.988067274791163186e-01 -7.267948275124211932e-01 -7.159685518165446183e-01 -7.298922512780876559e-01 -6.945380841788022508e-01 -7.276317311407538568e-01 -6.851770399198144901e-01 -6.946001110548394308e-01 -6.983470977379582223e-01 -6.919622926886361824e-01 -7.230576346445047875e-01 -7.030980157677646503e-01 -7.427504300338512166e-01 -6.887133149236603913e-01 -7.136350870413679104e-01 -6.666788374923697802e-01 -6.918870063173301332e-01 -7.045255956785680951e-01 -7.132126023919624913e-01 -6.867985987994060793e-01 -6.999456752170800655e-01 -7.236737382028337606e-01 -7.201224063176923096e-01 -6.839196633786386315e-01 -6.981776575660312290e-01 -6.510744787788027566e-01 -6.941382747409008402e-01 -6.831737166084934643e-01 -6.902440234161844046e-01 -7.317362518819336970e-01 -7.236233138684369237e-01 -7.103895351665840963e-01 -6.877422454382866590e-01 -6.972879031114871395e-01 -7.300284950257704963e-01 -7.210924370936382388e-01 -7.088869360806313580e-01 -7.478744219673956195e-01 -6.891696079515980955e-01 -6.973337836567878867e-01 -6.982542636129949187e-01 -6.995095081217854727e-01 -7.173403281576824497e-01 -7.221429774503391741e-01 -6.765526012289839741e-01 -7.016702504943239660e-01 -7.064569075314324209e-01 -7.172468302078343072e-01 -7.162614334723471643e-01 -6.621049008963524329e-01 -7.399530976982617858e-01 -7.138601701071252137e-01 -7.386318892457737206e-01 -7.253696880705717831e-01 -7.054108689028666390e-01 -7.268584974966287859e-01 -6.917353576303426621e-01 -6.967767326219131974e-01 -7.101669567180834974e-01 -8.106175479257551331e-01 -7.050283169455795473e-01 -6.868668563320667886e-01 -6.769798234304005291e-01 -7.214920697577582587e-01 -6.745735897992801711e-01 -7.085026539528413991e-01 -6.963511190540003781e-01 -6.983318711292483272e-01 -6.810089105564856027e-01 -6.722224908916061281e-01 -7.041613074163706187e-01 -7.110244850020563945e-01 -6.822898844008591368e-01 -7.102975006758356358e-01 -6.625924831406280191e-01 -6.857194473223060527e-01 -6.927705369387595624e-01 -6.797800359510901558e-01 -7.006246837113394577e-01 -7.506144156033656145e-01 -7.072959314666746877e-01 -7.107014734893084551e-01 -7.053854339922196459e-01 -6.915771191234583171e-01 -7.025683623434773040e-01 -7.022117458463625894e-01 -7.055738323172846549e-01 -6.943524535986185242e-01 -6.682932541803410231e-01 -6.781942029942698014e-01 -6.980313631870416202e-01 -6.823299473376351898e-01 -6.806967213550549900e-01 -7.236295123784231009e-01 -7.071671723892336558e-01 -7.180432148731412667e-01 -7.008823824494356813e-01 -6.946049487259600141e-01 -6.963507375476538641e-01 -7.448198830616767907e-01 -7.084070351236348984e-01 -7.281020339021679888e-01 -7.146422925230382361e-01 -6.767970706499397693e-01 -6.809074719296859257e-01 -6.880421925363719993e-01 -6.674877565074339714e-01 -6.826943347652090210e-01 -6.852785285380065261e-01 -6.772990214978946710e-01 -7.055622421807754563e-01 -7.230236008232964195e-01 -7.406089659900914057e-01 -7.110007974664611652e-01 -6.502016295956423164e-01 -6.656722303961402076e-01 -6.750715812923040460e-01 -6.849004978158177437e-01 -7.162545131577360280e-01 -6.520134466561131603e-01 -7.317347526320574502e-01 -7.359146430870850963e-01 -7.186097028623450456e-01 -6.804056765550043906e-01 -7.195059247105533018e-01 -6.966651706714301895e-01 -7.828977673113186597e-01 -6.835626635973213183e-01 -6.952879798118090093e-01 -6.776664170466091264e-01 -7.132510500213271598e-01 -6.796159521201587950e-01 -6.864210265211667661e-01 -6.596348809650152134e-01 -7.008056470156915907e-01 -7.049348654803253567e-01 -7.056607353542467820e-01 -7.118575833026739019e-01 -6.700748290235623017e-01 -6.948046977480686337e-01 -7.159263273806857342e-01 -6.896965006358684036e-01 -6.971851212400537179e-01 -7.362053195408790884e-01 -6.839635771738485914e-01 -6.896549415993291632e-01 -7.060672962382952278e-01 -7.108301265344110220e-01 -6.550969015232723791e-01 -6.611580137681087876e-01 -6.874664584925866961e-01 -6.955828934523964335e-01 -8.106175479257551331e-01 -6.887958363694082209e-01 -7.124270550188214202e-01 -6.979439278538279723e-01 -6.679878084752743916e-01 -6.702165334850391787e-01 -6.991119790381290500e-01 -6.994991464700817119e-01 -6.944137018402685158e-01 -7.519539957472005653e-01 -7.360251795560230903e-01 -7.149926158748627358e-01 -6.935750412684456023e-01 -6.879259158164359178e-01 -7.178220767628218368e-01 -7.102208101916431815e-01 -7.271541830258101413e-01 -7.022095202852014495e-01 -7.092107785873622561e-01 -6.719487723119357270e-01 -6.949548255404778274e-01 -7.371672552838859360e-01 -6.864986515757394159e-01 -7.093541102704321588e-01 -6.958350628384550873e-01 -6.863126658132259195e-01 -6.685798041859172258e-01 -6.815816534718734943e-01 -6.469948885879901468e-01 -7.004671935739352762e-01 -7.213043105326306659e-01 -6.857548700874716019e-01 -7.188521561399028315e-01 -7.188618318872173063e-01 -6.719068668382206511e-01 -7.035805042606426696e-01 -7.200506717802710455e-01 -7.289104243948969497e-01 -7.626083686260258787e-01 -6.808756273501259670e-01 -6.931370892232777692e-01 -6.816300097211254183e-01 -7.276793034205226718e-01 -6.903436577830888154e-01 -6.782632176414580272e-01 -7.072165210609213659e-01 -7.083458356648435483e-01 -7.054531969232229471e-01 -6.926970942532193476e-01 -7.044485314454362879e-01 -7.265307249122940902e-01 -7.018224110148878481e-01 -7.170463064406007447e-01 -7.389287146889955693e-01 -6.834459935745158532e-01 -7.368705401067217053e-01 -7.446834623135032416e-01 -6.996782863065220681e-01 -7.086928285711380227e-01 -6.861564628019536372e-01 -7.215638448733940891e-01 -7.023382986222586055e-01 -7.203418047683243230e-01 -7.168648838870623763e-01 -6.705433341808770820e-01 -7.569904940333245236e-01 -6.659757749626891155e-01 -6.983474631037935865e-01 -7.149039870745923508e-01 -7.431942760555330096e-01 -6.721269056962810851e-01 -7.193537191489696170e-01 -7.034781841700237237e-01 -7.027452342467768176e-01 -6.954497334694380584e-01 -8.106175479257551331e-01 -7.138943147462981642e-01 -7.454088254989272855e-01 -7.178951323034468146e-01 -7.146422925230382361e-01 -7.024359473825647626e-01 -6.962448561983549666e-01 -6.664451142207852286e-01 -7.268902019674641224e-01 -6.835213688774359753e-01 -7.162203823989230500e-01 -7.197804669877179151e-01 -7.235758730786869819e-01 -6.995615660084872900e-01 -6.955134918985876880e-01 -7.276317311407538568e-01 -6.961544026433799104e-01 -6.836961538407777539e-01 -7.041649646802596862e-01 -7.096174006932116640e-01 -6.921095857373558147e-01 -7.178914109648886210e-01 -6.898262159293722107e-01 -6.793486093552161265e-01 -7.418685717430832938e-01 -7.092931711874541634e-01 -7.163745138707540150e-01 -6.971563552911561601e-01 -6.922706812288055289e-01 -7.098279168289636232e-01 -6.854700412897400952e-01 -6.350846309266344747e-01 -7.200359099850643929e-01 -6.813354779032749775e-01 -7.215041418126304507e-01 -6.937523093857720369e-01 -7.290550078492117336e-01 -7.184684653574961999e-01 -7.366865447989709992e-01 -6.967435690757213251e-01 -6.699017046239248430e-01 -6.918824182217306884e-01 -7.180432148731412667e-01 -7.150017566754343079e-01 -7.092449197831882657e-01 -6.593155421553547058e-01 -7.415141931108664153e-01 -6.965823453579673696e-01 -7.076150105348659736e-01 -7.243270568276400923e-01 -7.014641240161481051e-01 -6.808617827721121785e-01 -6.638791828649921456e-01 -7.045115420708896181e-01 -6.850760759611560502e-01 -7.316110584273047834e-01 -7.237220625828015841e-01 -6.903163126264360017e-01 -6.964148811849852905e-01 -6.974380367303254502e-01 -7.149667215632469208e-01 -7.145277418231259503e-01 -6.860988517533073150e-01 -7.077397761318593439e-01 -6.835626635973213183e-01 -6.666642870168573154e-01 -7.068847438031937713e-01 -7.074952606980815517e-01 -7.138321053592378007e-01 -6.592310596702475323e-01 -6.989989860196210714e-01 -6.683108731083109433e-01 -6.940457920878628784e-01 -6.952033666986352500e-01 -7.252787553843873525e-01 -7.007549573807700938e-01 -6.950710945627207593e-01 -7.365915833820295688e-01 -6.801503345919286403e-01 -6.882022595268608711e-01 -6.713154549979662988e-01 -6.708993575610442406e-01 -7.236524091167382267e-01 -6.668883252777817461e-01 -7.038627510571515700e-01 -7.379597749275816909e-01 -7.055061679682594900e-01 -6.843393789544975903e-01 -7.074625271763537171e-01 -8.106175479257551331e-01 -7.009769222066779548e-01 -6.987904849455475187e-01 -7.046012569302746442e-01 -6.879731231666852409e-01 -7.063945980588144380e-01 -7.024120222483176690e-01 -7.071212459908835513e-01 -7.229353772813489343e-01 -6.839081720906321493e-01 -7.235993537509486373e-01 -6.908992295471065859e-01 -6.938148776011061614e-01 -6.948076274487320347e-01 -7.011703671420121964e-01 -6.395463027602730222e-01 -6.738557391570694222e-01 -7.159075975552582349e-01 -6.894316513660925239e-01 -7.045080870177642396e-01 -6.847261479400188477e-01 -6.853699492740901178e-01 -6.902826803092025898e-01 -7.709869500487798177e-01 -7.082268191161418258e-01 -6.935464047335528903e-01 -6.951405293610832814e-01 -7.083410343983231883e-01 -6.857470255276112425e-01 -7.305459963463860618e-01 -6.700244460472717378e-01 -7.606907822094015614e-01 -6.961291286273478818e-01 -7.081760132395160667e-01 -6.853246560090866524e-01 -7.102152101563987685e-01 -7.206114939673540221e-01 -7.109824151077077659e-01 -7.058949287209514978e-01 -7.188475402016223370e-01 -7.127577790631320909e-01 -6.693380516294382687e-01 -6.685978738960685064e-01 -7.050283169455795473e-01 -7.030384278633050599e-01 -6.961868585532116072e-01 -6.674453985461425987e-01 -6.938683140305172969e-01 -6.467025068088432249e-01 -7.081740498777691073e-01 -7.081637391430319894e-01 -6.922095177683544875e-01 -6.712318540069901474e-01 -6.937746240365854078e-01 -6.979299178081248556e-01 -7.154946172126415149e-01 -7.182522282887404685e-01 -7.066741081180367701e-01 -6.965021542259108855e-01 -7.206159173546780039e-01 -6.594153613589099905e-01 -6.963550101759423683e-01 -6.930851274950740049e-01 -7.132250311671555210e-01 -6.820323857115440092e-01 -6.974979229275390935e-01 -7.195231978564038400e-01 -6.774518762647190329e-01 -7.198032836359331554e-01 -7.010194470369484065e-01 -7.125237360190084246e-01 -7.052754083569467980e-01 -6.784071056455687199e-01 -7.236238839202755457e-01 -7.004177646389351253e-01 -7.016104765639283869e-01 -7.409930740186112530e-01 -6.902151778379135294e-01 -6.705895614871693056e-01 -7.050202171159298814e-01 -6.914198195724061691e-01 -6.924948683843226149e-01 -6.953589807098765618e-01 -7.390507764721618855e-01 -6.906751903504115830e-01 -7.092043710256845657e-01 -7.142260415346939340e-01 -7.124749173003621650e-01 -7.183711971543473851e-01 -6.467999605858523182e-01 -6.947947850973363870e-01 -7.250623804186773214e-01 -7.263736617910439008e-01 -6.539203836636460210e-01 -7.012263369993405604e-01 -6.926848090361730215e-01 -7.367436941450122845e-01 -7.166999494560997164e-01 -6.771113355721283256e-01 -7.123500053069165006e-01 -7.129451598066722795e-01 -6.497983828952058616e-01 -7.207693926226426129e-01 -7.170141824184383950e-01 -6.980305961701489537e-01 -7.143505694909677572e-01 -7.019005815600323217e-01 -7.034450246699321951e-01 -7.564372632733551427e-01 -7.067677729089396621e-01 -7.039884656954811248e-01 -7.049069436427259916e-01 -6.999466644116907332e-01 -6.906589352990835096e-01 -7.081230546904322409e-01 -7.283318426164342441e-01 -6.999466644116907332e-01 -7.020994735355756688e-01 -7.028947295940213280e-01 -7.106049121014876846e-01 -7.133280743676557734e-01 -6.941866178883770999e-01 -7.025841983690384041e-01 -8.106175479257551331e-01 -6.999466644116907332e-01 -7.233930802610686328e-01 -6.992309331785762083e-01 -6.878394936475942245e-01 -6.784718357805772371e-01 -7.157601809088873779e-01 -7.027278375035166391e-01 -6.984585052336669264e-01 -7.133913166411716134e-01 -6.945127021675432388e-01 -6.771224235186181772e-01 -7.071314712698537619e-01 -6.930843743214651909e-01 -7.325429049882430377e-01 -6.949806466438275265e-01 -6.856546548018158660e-01 -6.917437663796093261e-01 -6.968429170963830188e-01 -6.982551113887538463e-01 -7.407154874847989845e-01 -7.088854103820594332e-01 -6.922342179688882879e-01 -6.941951129576651169e-01 -6.922958701586878760e-01 -6.943665900070286057e-01 -7.673470516275386899e-01 -6.866058710716558267e-01 -7.494213207958608791e-01 -7.131476844741442278e-01 -6.846240472832931800e-01 -6.653476716519151068e-01 -7.045230229282992696e-01 -6.931598285243154578e-01 -7.317344450761780195e-01 -7.089499067391891174e-01 -7.298922512780876559e-01 -6.802219474728019577e-01 -6.916282353334040067e-01 -6.591333578980069774e-01 -7.122670696989104044e-01 -7.250523102075803195e-01 -7.042456967933290457e-01 -6.863983706764074100e-01 -7.213086364919618632e-01 -7.264714243059060550e-01 -6.817539151572873379e-01 -7.377925005619161425e-01 -6.968637351933111290e-01 -7.345833350750652357e-01 -6.834941316625915420e-01 -7.084893617814032041e-01 -6.897946107808934357e-01 -7.304298199902632405e-01 -7.012525093695529677e-01 -7.115267091678347811e-01 -7.040518326942759586e-01 -7.090452761839145523e-01 -7.013961669296762125e-01 -6.916613073447024362e-01 -6.560885320694183065e-01 -7.480417533536112273e-01 -6.831891372044260891e-01 -6.583506538672025954e-01 -6.922223637264295348e-01 -7.132675405715787065e-01 -7.202760130945335959e-01 -7.341939772022740840e-01 -6.570503252545805140e-01 -7.285751963342690374e-01 -7.226719974862945151e-01 -7.118311566159079007e-01 -7.056607353542467820e-01 -7.060135880790738838e-01 -7.305007658980926522e-01 -6.786718090318828445e-01 -6.890178938573896517e-01 -6.868676639259589933e-01 -7.144409712180888050e-01 -6.787415424594129831e-01 -6.723531913672573523e-01 -7.043763258841906350e-01 -7.054082347231940275e-01 -6.861564628019536372e-01 -7.230675213442552263e-01 -6.978945305081651895e-01 -6.773141156946493879e-01 -7.315116120441587100e-01 -7.043292945396615323e-01 -7.081284686044142518e-01 -7.088837476120417591e-01 -6.909143101228210071e-01 -7.109156798095241925e-01 -6.913279332872690475e-01 -7.057580923033057729e-01 -7.072916600285381605e-01 -6.853818146639056863e-01 -6.620202271046160547e-01 -6.922930520606982441e-01 -6.863761694535526203e-01 -7.024718733448658270e-01 -6.820322912867382570e-01 -6.890178938573896517e-01 -7.156991477697545179e-01 -7.040378707406844683e-01 -6.420258380149661548e-01 -7.004583603630365474e-01 -7.195231978564038400e-01 -6.953955465790713220e-01 -6.984112083791664816e-01 -6.811758982875559809e-01 -6.211232844342475801e-01 -6.798313686012136259e-01 -7.049919423770560911e-01 -7.027809646089338003e-01 -6.848730948837129517e-01 -7.127853965944126458e-01 -7.104461826969696858e-01 -6.921093318038771258e-01 -7.081820413981532170e-01 -6.583506538672025954e-01 -6.953348508113208482e-01 -6.883830860432382792e-01 -7.054479938161755115e-01 -6.859702156168765441e-01 -7.101418110559194474e-01 -7.134967683051627318e-01 -6.934929808987178035e-01 -7.285801369792537230e-01 -6.953348508113208482e-01 -7.178714856314769577e-01 -7.000599015810848869e-01 -6.856378227987143248e-01 -6.720261727750624914e-01 -6.720705443629668707e-01 -7.293194295178579978e-01 -6.959146315888276035e-01 -6.972486699374442765e-01 -7.203974701991455731e-01 -7.304663337874757190e-01 -7.005021921992664602e-01 -7.022848181852481275e-01 -7.059969390302214265e-01 -7.519539957472005653e-01 -7.339213251598906140e-01 -6.952668230963894302e-01 -6.419463455785674455e-01 -6.763949634277679479e-01 -7.119365348718815767e-01 -6.948452678136618488e-01 -7.544671884988218835e-01 -7.276249632663933653e-01 -7.193088126481370637e-01 -6.910158874391356676e-01 -6.754922892344055185e-01 -7.138632366766515247e-01 -6.938975115223300349e-01 -7.034155395934433841e-01 -7.054876584481633017e-01 -6.866384719070595111e-01 -7.074745623543208239e-01 -6.990224576545998048e-01 -7.067791301309043206e-01 -6.936640340420083817e-01 -7.223529051194432782e-01 -7.146882145077313453e-01 -7.037281996365010173e-01 -7.283318426164342441e-01 -6.798351859627018712e-01 -7.083458356648435483e-01 -6.810225312234621242e-01 -7.008145189261085761e-01 -7.277947601872156724e-01 -6.707338538497822356e-01 -6.844532309012123505e-01 -7.363246113803825210e-01 -6.875528824259617977e-01 -7.098279168289636232e-01 -6.992067374958779169e-01 -6.858560006716984958e-01 -7.020099152189160918e-01 -7.219358852758475109e-01 -7.274267982879010219e-01 -7.312717493251668088e-01 -6.901398449146967096e-01 -6.884113205144402059e-01 -7.116005665354521170e-01 -6.650580522036264597e-01 -7.126959791384734899e-01 -7.628341435579528707e-01 -7.034834258063753509e-01 -7.109166615560553737e-01 -6.899006988512823568e-01 -7.201382958648707699e-01 -6.691466571166841959e-01 -6.949936341827367414e-01 -6.945948912072381631e-01 -6.859528819262408206e-01 -7.517687542028994585e-01 -7.096167361735581380e-01 -6.821792417125465136e-01 -7.352803782442549618e-01 -7.246631152074485271e-01 -6.851130412887371790e-01 -7.478498942336457844e-01 -7.161717721697797856e-01 -6.483818344627891861e-01 -6.873471410218598976e-01 -6.916869012907866932e-01 -6.908750853203109443e-01 -7.006549950949931826e-01 -7.276150896562967318e-01 -6.868522404142041182e-01 -7.206989500523661718e-01 -6.873515724592706988e-01 -7.117791344576680501e-01 -6.565275004013670923e-01 -6.816733966249302057e-01 -6.949640408126001034e-01 -6.990374696742378546e-01 -7.216189147952789540e-01 -7.274314233512129135e-01 -6.706410189589604443e-01 -6.986238689604675756e-01 -6.819350872572016442e-01 -6.988335417058451071e-01 -7.102280288489168925e-01 -6.817445826200838610e-01 -7.084235382886276966e-01 -7.010374222832354008e-01 -6.869231924452279259e-01 -6.962470556835143043e-01 -6.931332462366128766e-01 -7.350452352356668939e-01 -6.995947549368537466e-01 -6.965823453579673696e-01 -6.958269919992119412e-01 -6.964054515786344268e-01 -6.927806736343669058e-01 -7.009226917253457145e-01 -7.341939772022740840e-01 -6.668667017067306801e-01 -6.965823453579673696e-01 -7.198466682560535901e-01 -6.895658994190441149e-01 -6.908123507528074470e-01 -7.358032638055647112e-01 -7.189396093679860655e-01 -6.979027986898316271e-01 -6.887632347161414259e-01 -6.827241636543064374e-01 -7.109610460986104385e-01 -6.800383804734799753e-01 -6.874078541556656319e-01 -7.336814315997841618e-01 -7.051200537551594039e-01 -6.780175883665009451e-01 -7.003178099461635497e-01 -6.865273422494908573e-01 -6.874401853380120997e-01 -6.853340114056223342e-01 -6.599372907635796537e-01 -6.983474631037935865e-01 -6.914031385226664383e-01 -7.048033577011381112e-01 -7.483135358760861777e-01 -7.250623804186773214e-01 -6.732193789505274140e-01 -7.014246166421713724e-01 -6.916528239377015552e-01 -6.986873065129159954e-01 -6.766653789269696517e-01 -7.142729551943460820e-01 -6.779968797653879164e-01 -7.148882233445448264e-01 -7.758152441745664873e-01 -6.988203943403448193e-01 -6.875433200220442131e-01 -7.456029579594485313e-01 -6.970791020302442575e-01 -7.289624931646727646e-01 -7.275225472773598767e-01 -6.956557899087414398e-01 -6.994577246314577224e-01 -7.066187884479546710e-01 -7.088498323117491395e-01 -7.377211670758043738e-01 -7.193817107825282164e-01 -7.102026506865541933e-01 -7.265581837857268965e-01 -6.796673561653179263e-01 -7.229691940684759288e-01 -7.134967683051627318e-01 -7.264469639210417995e-01 -7.086902735864271108e-01 -6.580916087234101042e-01 -6.974896115260449392e-01 -7.280635252973794991e-01 -6.982681989718528826e-01 -6.992887609136175797e-01 -8.106175479257551331e-01 -7.231634755018490068e-01 -7.076788362924801845e-01 -6.896145408355778272e-01 -6.996759716349814084e-01 -6.708993575610442406e-01 -7.164660309113770609e-01 -7.176586718853457114e-01 -7.276317311407538568e-01 -7.154730689361201712e-01 -7.365915833820295688e-01 -7.150695375371896034e-01 -7.361738588110426917e-01 -7.016493909570584719e-01 -7.347284642918410213e-01 -7.002616732003801303e-01 -7.080743711260950590e-01 -7.197427235395039702e-01 -6.983474631037935865e-01 -7.238573543583726178e-01 -6.913930919169430922e-01 -6.819303724391403421e-01 -6.797087733394278075e-01 -6.954488295291554323e-01 -6.782694489286527073e-01 -7.008493223367082692e-01 -7.103332301433340490e-01 -6.929894115574413149e-01 -7.152863411223933099e-01 -6.950786578556531481e-01 -7.276885956975078784e-01 -6.845154027892448312e-01 -7.051486232135353305e-01 -7.108756090230627933e-01 -6.946964232548893392e-01 -6.792328711546105069e-01 -7.384814544359912247e-01 -7.131048667114470163e-01 -6.565122252437021189e-01 -7.293415365894162505e-01 -6.740058307741776389e-01 -7.025284182178879178e-01 -6.975185395712912850e-01 -7.134800653519874913e-01 -7.093318342361740747e-01 -6.766203819261562558e-01 -7.411654576771766756e-01 -6.803039560021986176e-01 -7.087090595092959688e-01 -6.852403689402208897e-01 -7.312367953202638660e-01 -6.761172856661374908e-01 -7.099650011343072720e-01 -6.913425317807480042e-01 -6.970796776964647279e-01 -6.983474631037935865e-01 -7.135982713747139883e-01 -7.018308969467312863e-01 -7.002267539592850198e-01 -7.037133547311569259e-01 -7.185858558875679591e-01 -6.647824697454467469e-01 -7.099213199179530420e-01 -6.812399983217432009e-01 -7.091642173692349616e-01 -6.960665141209716467e-01 -7.119858724286629581e-01 -6.858343840339244935e-01 -6.993682516025785390e-01 -7.220876099730446640e-01 -6.805742740802855906e-01 -6.879508692489011423e-01 -7.178258214267927428e-01 -6.973523892719981632e-01 -6.890257610254195697e-01 -7.028977680532904060e-01 -6.378315433037116122e-01 -7.011529041493886893e-01 -7.110944407221850838e-01 -6.988539714433059657e-01 -6.873005871984432247e-01 -6.863110385721427065e-01 -7.280635252973794991e-01 -6.634108548003325723e-01 -7.533923186786353199e-01 -7.035866966330246441e-01 -7.255097877083827029e-01 -6.895962672276283456e-01 -7.011207454018801855e-01 -6.854594799306923392e-01 -7.039872704243919088e-01 -7.235323996860145712e-01 -6.872442112105616729e-01 -7.274314233512129135e-01 -7.202275620406339840e-01 -7.024090050552551645e-01 -7.102456711220241914e-01 -6.907798156137161527e-01 -7.085043583268486600e-01 -7.060601107436070834e-01 -6.999466644116907332e-01 -6.887776777751213331e-01 -6.741635969974737463e-01 -6.952967167064514342e-01 -6.837085601270871393e-01 -7.361483047575489991e-01 -6.771944612351887827e-01 -6.321326055260598764e-01 -6.891225030504699589e-01 -6.923175756603612285e-01 -7.368261140315581770e-01 -7.447328427046215893e-01 -6.881389221780764842e-01 -7.347284642918410213e-01 -6.970918289111978083e-01 -6.867675904604197967e-01 -7.085555696057355135e-01 -6.623438972599444696e-01 -6.864225151068978903e-01 -7.139369212804709264e-01 -6.823503272264090924e-01 -6.864276014448975616e-01 -6.887819857947761193e-01 -8.106175479257551331e-01 -7.023889597613077740e-01 -6.975090438289015538e-01 -7.070848851210485009e-01 -7.223835746779485589e-01 -7.279264013763224739e-01 -6.788414314876050071e-01 -7.046497385259442581e-01 -7.111422604256887325e-01 -6.941087513660590957e-01 -7.031847277335572244e-01 -6.975867500021450951e-01 -7.131917105467024953e-01 -7.087879114027160199e-01 -6.871095477610253965e-01 -7.088323761788331012e-01 -6.991000871402519579e-01 -7.269286716901390832e-01 -7.247050084549115923e-01 -6.864299070175121642e-01 -7.131740761024474295e-01 -7.015260332274948496e-01 -7.255745903947001807e-01 -6.626497762652263646e-01 -6.930692979221930727e-01 -6.806641062996092728e-01 -7.192950428352560266e-01 -7.290550078492117336e-01 -7.092568555301497213e-01 -6.793811728057619348e-01 -7.259785273017840268e-01 -6.943868991001096447e-01 -7.152164760457111470e-01 -6.997906623299812168e-01 -7.115770052657524047e-01 -7.075417558703946952e-01 -7.051486232135353305e-01 -6.867346242181397997e-01 -7.274594892998393902e-01 -7.043051798644128780e-01 -6.782794718205948925e-01 -7.215998803921621629e-01 -6.841881638259721399e-01 -7.258220668778321283e-01 -8.106175479257551331e-01 -6.676162070026165907e-01 -7.206211220153875274e-01 -7.362034214782084973e-01 -7.328489502423138902e-01 -6.818365033910254169e-01 -6.905113186410716253e-01 -6.843467203755437822e-01 -7.167466192122944335e-01 -7.169216751069811266e-01 -7.053940290199847141e-01 -7.257464245806133363e-01 -6.821132109256993203e-01 -6.871922204859259864e-01 -6.797491087370985952e-01 -7.006750226566040851e-01 -7.056607353542467820e-01 -7.003376962861125321e-01 -6.562117365139030767e-01 -7.011684730109095653e-01 -6.904961288369975136e-01 -7.059243543083866257e-01 -6.925947243669128284e-01 -7.034491251194481265e-01 -7.072504073659615642e-01 -6.947369235015443678e-01 -6.720614569788381232e-01 -7.353402493489298308e-01 -7.137034308590628484e-01 -7.454844846141810422e-01 -7.109679410707485658e-01 -7.046974585840928285e-01 -7.008589090792618492e-01 -7.318297990820994414e-01 -6.721324935872559081e-01 -7.048074264326942284e-01 -6.957592233805200976e-01 -6.946558454237603542e-01 -7.400955400382045468e-01 -7.435528824656003621e-01 -7.414057650155996271e-01 -7.091928520775496736e-01 -7.024343765423495256e-01 -7.211770395540071377e-01 -7.277357047409722668e-01 -7.036158933611389443e-01 -6.783663600969447316e-01 -6.432792003077949516e-01 -6.734976127432474868e-01 -7.184198291171810524e-01 -7.069416542046909058e-01 -7.151432454717081555e-01 -7.287543601245261016e-01 -6.893734684174717131e-01 -6.708639682949595340e-01 -6.800383804734799753e-01 -7.194946408368565471e-01 -7.064488152664125664e-01 -7.345586795163114857e-01 -7.104241667669839444e-01 -6.934258792215857170e-01 -7.102280288489168925e-01 -7.094687477317265234e-01 -7.069291589592978653e-01 -6.713439392540223594e-01 -6.808756273501259670e-01 -6.963693051069554940e-01 -7.215662933108077937e-01 -6.921029261977125202e-01 -6.811278238249940387e-01 -6.994129239872819426e-01 -7.253285328088949768e-01 -7.058704902201426989e-01 -7.211007657233068358e-01 -8.106175479257551331e-01 -6.757152592333852681e-01 -7.091298753594017512e-01 -6.769798234304005291e-01 -7.476098825585566487e-01 -6.985614533424211459e-01 -7.027226086253151038e-01 -7.324270683925391268e-01 -7.202393865091565317e-01 -6.771009486274124356e-01 -7.010194470369484065e-01 -6.848725869423049062e-01 -7.023720357376710410e-01 -6.927320165888701808e-01 -7.147774394924155672e-01 -6.549859340489234683e-01 -7.397286431609515489e-01 -7.084699463475345738e-01 -6.719268865852328076e-01 -6.999466644117404712e-01 -6.972556697965544004e-01 -7.352803782442549618e-01 -6.854911025280685521e-01 -7.213043105326306659e-01 -6.569334292584372292e-01 -6.903542126889377073e-01 -6.768241339196094941e-01 -7.068219036732088512e-01 -6.848753889728271815e-01 -7.108461077205987522e-01 -7.172653394839016983e-01 -6.856218703726639774e-01 -7.298922512780876559e-01 -7.128917087815480613e-01 -7.157813897002363035e-01 -7.141318689316236146e-01 -6.871922204859259864e-01 -7.582077825558357631e-01 -7.385463176737445679e-01 -6.996104567412935182e-01 -7.376075455315316276e-01 -7.186814516302959532e-01 -7.000362305648977213e-01 -7.169086820412573502e-01 -7.148464453714353795e-01 -7.254418834705376185e-01 -7.221110335143237080e-01 -7.186434758234838682e-01 -6.070331054102737767e-01 -6.906324910224128644e-01 -6.834019373232749217e-01 -7.571530483551640600e-01 -7.157813897002363035e-01 -7.075555235478461213e-01 -6.752816872160138928e-01 -6.888629366501248796e-01 -7.128072879837503706e-01 -6.841817654819166705e-01 -6.976601853894877081e-01 -6.868572680004376707e-01 -7.049169737977045713e-01 -7.234352351120776348e-01 -6.874664584925866961e-01 -7.544437556386469623e-01 -7.140030091464595330e-01 -6.548213300447685015e-01 -7.190002263930566073e-01 -6.870466223415121476e-01 -7.260068236578618439e-01 -7.236955339580575242e-01 -7.081514322078632517e-01 -7.544671884988218835e-01 -6.839852156438084307e-01 -7.219436635704710170e-01 -6.983957757560119717e-01 -7.171667098849212607e-01 -7.177711056662232636e-01 -6.918495538513766974e-01 -6.744419081814569950e-01 -7.070512884157409417e-01 -7.061108207595552244e-01 -8.106175479257551331e-01 -6.984588107043947502e-01 -6.519007559112566241e-01 -6.871972590205430720e-01 -7.644658027280542001e-01 -7.250623804186773214e-01 -6.930534029998689505e-01 -6.989292288350981153e-01 -7.146422925230382361e-01 -6.834402854540542194e-01 -6.989571029321268725e-01 -6.859813593130539289e-01 -7.539296249152300788e-01 -6.979027986898316271e-01 -7.363075140523207551e-01 -7.022629048741144686e-01 -7.034923557287342533e-01 -6.862453812745528126e-01 -6.852934836983521905e-01 -6.651878986554962125e-01 -7.189741138435223888e-01 -6.841063337914050635e-01 -6.921510534765786815e-01 -6.961578748296162189e-01 -6.803983622769749218e-01 -6.692651079103129064e-01 -6.975816299002275400e-01 -6.949706687640713199e-01 -7.065720518105962356e-01 -6.882073234830983210e-01 -6.934563231688670726e-01 -6.932736164819459646e-01 -6.622212097526301022e-01 -7.208584128125679058e-01 -7.047061135413272837e-01 -7.005187853085885763e-01 -7.025510800720340399e-01 -6.928442850716720613e-01 -6.693314135368169104e-01 -7.312490539153344571e-01 -7.125697162018269637e-01 -7.158998887694423274e-01 -7.060997772053312360e-01 -6.822251556467620048e-01 -6.828148902751749461e-01 -7.142751979422214959e-01 -7.025841983690384041e-01 -7.571530483551640600e-01 -6.785955624486632587e-01 -6.807610140747115679e-01 -7.352154848478420490e-01 -6.998968530390925480e-01 -7.250245610188841283e-01 -6.962656434915786008e-01 -8.106175479257551331e-01 -7.015048740338372113e-01 -6.863438737186697836e-01 -6.724037008276582128e-01 -7.136333313311098436e-01 -6.704263594534936033e-01 -7.128872891965585268e-01 -7.325554114725392196e-01 -7.227373756615378397e-01 -7.042481963301341352e-01 -7.239832742014584710e-01 -7.027278375035166391e-01 -6.935391485999886640e-01 -7.077923873174185587e-01 -7.070082231835925768e-01 -7.544671884988218835e-01 -7.032517914192268904e-01 -6.650206294948404206e-01 -7.051486232135353305e-01 -6.707072249516059514e-01 -6.659691735114066091e-01 -6.768879207453863955e-01 -6.555939459039166195e-01 -7.097034541126348017e-01 -6.890939285714523521e-01 -6.955557998786972007e-01 -7.076016864466083689e-01 -6.961291286273478818e-01 -8.106175479257551331e-01 -7.190098841480008218e-01 -6.907955623526689237e-01 -6.977615506741798868e-01 -6.830745824623747353e-01 -7.080685508090382996e-01 -7.195133347145699076e-01 -7.411334811720138305e-01 -7.498736141017303680e-01 -7.429008728876453915e-01 -6.679881461140837473e-01 -6.756653323961572255e-01 -7.145538796316301955e-01 -6.983250441557657950e-01 -7.322879637918404683e-01 -7.874290578986240519e-01 -6.814345028890329559e-01 -6.932210383521919539e-01 -7.163066376377216216e-01 -7.070910944391073372e-01 -7.250623804186773214e-01 -6.903542126889377073e-01 -7.128788684160767275e-01 -7.276003917453834902e-01 -7.451127585306593915e-01 -7.135642007879781090e-01 -6.911069541027146101e-01 -6.754862479825902710e-01 -6.787830881869538757e-01 -6.803958438846890999e-01 -6.914493546379603117e-01 -7.271846296251638364e-01 -7.061170242066978631e-01 -7.410399218859282655e-01 -7.016007905894525720e-01 -6.556880795508419624e-01 -6.923560775110502163e-01 -6.953023148757608851e-01 -6.860324282802849893e-01 -7.008674373073802144e-01 -7.003532800263201352e-01 -6.771202146531862809e-01 -7.111401191728674576e-01 -6.635315962093883968e-01 -7.018058470964589901e-01 -6.891092550948627604e-01 -7.339026627413574033e-01 -6.938632059327574098e-01 -6.969981506701259377e-01 -7.025867714583284851e-01 -7.189697911899628480e-01 -7.242605786571800763e-01 -6.976022680971780687e-01 -6.935572311213888952e-01 -6.835950015198974938e-01 -6.790299533094525941e-01 -7.105350497330888970e-01 -7.135681431237586025e-01 -6.875633836500867346e-01 -6.545153936257008809e-01 -6.672774576297086924e-01 -6.776713966911813714e-01 -7.011057616598677100e-01 -7.405568574338730059e-01 -6.550226496907214369e-01 -7.083390235037896332e-01 -7.095816583453782300e-01 -7.096405306785058542e-01 -6.824203925729079856e-01 -7.100596532218474977e-01 -6.934171144816332344e-01 -7.087469535050914260e-01 -6.811176855616736248e-01 -6.949578137835601410e-01 -7.264323061025024231e-01 -6.976190882744646160e-01 -6.833948317132936268e-01 -6.895658994190441149e-01 -6.494639707390845729e-01 -6.810869519242785941e-01 -6.972565648423767470e-01 -7.152563702690528658e-01 -7.222490636266911679e-01 -7.173985861111589202e-01 -7.097658067418990413e-01 -8.106175479257551331e-01 -7.161463488436652369e-01 -6.650389974790869019e-01 -7.021534803755002940e-01 -6.806394716343220352e-01 -7.051486232135353305e-01 -7.022391121353663834e-01 -6.673164066977790299e-01 -6.861996184452081593e-01 -6.916192942903904850e-01 -6.709914166395805069e-01 -6.674587773647218114e-01 -7.344724748979558626e-01 -6.866815064235041177e-01 -6.726015746631262004e-01 -6.924649963882814063e-01 -6.934546728906525459e-01 -7.201038478862358261e-01 -6.953708057091603223e-01 -6.971690098786638146e-01 -7.126471403551661865e-01 -7.008087193840353279e-01 -7.376902858619018843e-01 -6.991403527850152955e-01 -7.089725227117398276e-01 -7.116980467000786348e-01 -7.296007426710247046e-01 -7.148882233445448264e-01 -6.879322920530839269e-01 -7.056607353542467820e-01 -6.968745079633436035e-01 -7.001328838821336831e-01 -7.132162652595539498e-01 -6.592816184868155460e-01 -6.937790651280195675e-01 -7.032494888593419091e-01 -7.478870872065854769e-01 -7.203418047683243230e-01 -7.121804227184185265e-01 -6.666104039071925058e-01 -6.846060774972428931e-01 -7.075482409494142644e-01 -6.823951161459902437e-01 -6.935946677849216258e-01 -6.873830985716509190e-01 -6.953589807098765618e-01 -6.722975610328703056e-01 -6.930277990637492280e-01 -6.892032894037711799e-01 -6.760189143970194436e-01 -6.699117591175109965e-01 -6.397881317079665564e-01 -7.026065979627986735e-01 -7.003417470040531612e-01 -6.867282360585775791e-01 -7.131293716703694940e-01 -7.119969194465589624e-01 -7.261202161094004737e-01 -7.504199000171780654e-01 -6.991532637922652782e-01 -7.288552836368040744e-01 -6.949578137835601410e-01 -6.930277990637492280e-01 -6.686955802741181287e-01 -6.791986112536321230e-01 -6.983474631037935865e-01 -6.712689288671782606e-01 -7.519539957472005653e-01 -7.280635252973794991e-01 -7.025962200657289713e-01 -6.854226492732706788e-01 -6.943769631226643924e-01 -7.185447275199408068e-01 -7.059833227145091428e-01 -6.996981049441330924e-01 -6.937790651280195675e-01 -7.141599379555358951e-01 -6.786349343284214797e-01 -6.575335102384514130e-01 -6.734145315465269732e-01 -6.801788450724686186e-01 -6.991198620053360457e-01 -7.028718456483460386e-01 -7.118891766538837373e-01 -7.103081439799794339e-01 -7.249148171630537263e-01 -7.010392539330823070e-01 -6.817291967020295829e-01 -6.863951742523966004e-01 -6.954210888962677473e-01 -6.864261169284233688e-01 -7.384430579551022333e-01 -6.801306640292210659e-01 -7.828977673113186597e-01 -6.920343781474684874e-01 -7.301984754105923514e-01 -7.283318426164342441e-01 -7.129548865096779764e-01 -7.049716341595129165e-01 -6.908750853203109443e-01 -7.200312511373780922e-01 -7.030137465098675875e-01 -7.179461100367134918e-01 -6.837670307809275982e-01 -7.219101626872301836e-01 -7.071244636824900454e-01 -7.096790384093196735e-01 -7.230236008232964195e-01 -7.061093238405788952e-01 -7.008260309544276367e-01 -7.034816951612441471e-01 -6.955342033724249973e-01 -7.571530483551640600e-01 -7.119332496147734446e-01 -7.005016190208088744e-01 -6.769798234304005291e-01 -6.950710945627207593e-01 -7.091928520775496736e-01 -7.219686396498730119e-01 -6.934431713632918104e-01 -7.262325115529790764e-01 -7.161717721697797856e-01 -6.942776009755604605e-01 -7.135904645295667592e-01 -6.939224702995510086e-01 -6.979585486935206973e-01 -6.955213853215838071e-01 -6.818354221085343170e-01 -6.946675894399945150e-01 -6.864299070175121642e-01 -6.937027722012629738e-01 -6.941384557312630932e-01 -6.841263382274966887e-01 -7.068095680968369265e-01 -7.166117788463495231e-01 -6.905922071184846800e-01 -7.058006322707441882e-01 -6.588788143133399444e-01 -6.741844037408100121e-01 -6.702837973902617819e-01 -7.183142780738123179e-01 -6.920164864042561703e-01 -7.453677581245372608e-01 -6.957042350835251909e-01 -6.752782107229293729e-01 -6.920860813338407524e-01 -6.831445492709491418e-01 -6.429477739317945861e-01 -6.868412698026702401e-01 -6.664752677393721569e-01 -6.917698197154322770e-01 -7.042914451449320268e-01 -7.029628439749160407e-01 -7.066748074624982223e-01 -7.178996456157307193e-01 -7.195230297846251233e-01 -6.686094211081297090e-01 -6.930339708168631319e-01 -6.937274651157139260e-01 -6.884228625201984642e-01 -7.045777212292492209e-01 -7.251231926993568777e-01 -7.018786510209054086e-01 -6.921177384623184992e-01 -6.947856795985813960e-01 -7.122253256085926409e-01 -7.168827117392311266e-01 -7.083687650586654172e-01 -7.070474445439813849e-01 -7.027188033471247763e-01 -6.877851707900646261e-01 -7.208073208657452824e-01 -7.241451688151983035e-01 -7.274302307255666733e-01 -7.013302777149021949e-01 -6.861950721805243347e-01 -6.994968784728925471e-01 -6.609674459484011777e-01 -7.149319241490417198e-01 -6.679649546802153282e-01 -7.038526892728427242e-01 -6.787567495166868525e-01 -6.914680944546631736e-01 -7.037769144716250480e-01 -6.814893315276364660e-01 -7.200885443107765127e-01 -6.968077611699499130e-01 -7.116886853037698302e-01 -6.836580987667133513e-01 -6.817127017003272726e-01 -7.075141126734720842e-01 -7.149510464389550179e-01 -7.217926380131629571e-01 -7.110183576805582106e-01 -6.833453211967608354e-01 -6.565667737971381257e-01 -7.390245510845403487e-01 -7.049329230189016471e-01 -6.953784859685470110e-01 -7.095706144794036163e-01 -6.828900703223865776e-01 -7.167522060706517095e-01 -6.996140044489891352e-01 -6.874730525804864101e-01 -7.047633404270783331e-01 -6.611659542034971082e-01 -7.118757880007038352e-01 -6.835802940933959349e-01 -6.808756273501259670e-01 -6.815082809455219603e-01 -6.625167064981383191e-01 -6.840114332688571608e-01 -6.820371607704842631e-01 -6.831118180314987853e-01 -6.903542126889377073e-01 -6.941939719342045123e-01 -7.107938713578079160e-01 -6.994329407319384018e-01 -6.710863627178653701e-01 -7.325530435073872582e-01 -6.897867420994998611e-01 -6.717423993222695344e-01 -8.106175479257551331e-01 -7.095062488322412264e-01 -7.107506267647636378e-01 -7.191150064359916882e-01 -7.210365945606795890e-01 -6.916032010831330012e-01 -8.106175479257551331e-01 -6.919876863503091613e-01 -7.410399218859282655e-01 -7.497123835165169226e-01 -7.194266356009464403e-01 -7.181313733200340721e-01 -6.808756273501259670e-01 -6.900987140872985037e-01 -7.504028866638066120e-01 -7.040777518358751763e-01 -7.081514322078632517e-01 -6.923454369915091888e-01 -7.360926793434217075e-01 -6.992483002325968755e-01 -6.812919038321112453e-01 -6.897516745424638884e-01 -6.921105449874787041e-01 -7.027393563367141383e-01 -7.005565046949797647e-01 -6.664005937667525359e-01 -7.137222407469181462e-01 -7.075304141848874906e-01 -7.132654525787245348e-01 -7.431759195344156410e-01 -7.187961349105620457e-01 -7.264015832336099265e-01 -7.040769114497464898e-01 -6.852085790308208857e-01 -6.874135352036674362e-01 -6.952875569773908637e-01 -6.994165095560802570e-01 -6.860924929492355773e-01 -6.970804078364380985e-01 -6.786048975120522186e-01 -6.427289663614246251e-01 -4.177881919591683868e-01 -7.017326441469791121e-01 -6.966181548491121589e-01 -7.441874601110711751e-01 -7.154048902723850745e-01 -7.210727914153736151e-01 -6.588795339367479187e-01 -6.826045955018358313e-01 -6.803865890594025245e-01 -7.125878877635614117e-01 -7.117330746292296340e-01 -7.053022570625060439e-01 -6.953664849202993992e-01 -7.092335767242943234e-01 -7.086631189742220727e-01 -7.007012148474771607e-01 -7.045846801647215329e-01 -6.949134599161013170e-01 -6.755164022894035725e-01 -6.268526526353994655e-01 -6.841640606401995228e-01 -7.080372994271471043e-01 -7.081505106426071450e-01 -6.719068668382206511e-01 -6.707721805358204392e-01 -6.539679772486124421e-01 -6.751747941829933097e-01 -6.947604917232226285e-01 -7.215662933108077937e-01 -7.056607353542467820e-01 -6.935612772263013426e-01 -6.767813685243382338e-01 -7.303984863358010671e-01 -7.049335759440111815e-01 -7.094359465407364951e-01 -6.920262197256761283e-01 -7.088778871876293408e-01 -6.774242820250009345e-01 -6.714292488771320677e-01 -7.167727351022392668e-01 -7.146422925230382361e-01 -7.061920504580925240e-01 -7.594109324711268982e-01 -7.242953769517797014e-01 -6.831425800850823293e-01 -7.430006907384552051e-01 -7.089008321623424536e-01 -6.985838605559919756e-01 -7.365915833820295688e-01 -6.932063787912028374e-01 -7.447760202437905264e-01 -7.186714454518465800e-01 -7.062562516163524151e-01 -7.042673015561433658e-01 -7.553302266841868118e-01 -7.202190404137205348e-01 -6.751847520391507373e-01 -6.881671681346546166e-01 -6.910914401439782750e-01 -6.957215845376936159e-01 -6.950533540287722190e-01 -7.237068015436136648e-01 -7.305233530711561230e-01 -7.104940567116528882e-01 -6.750569417685028384e-01 -6.887465837546073999e-01 -6.969294009513902211e-01 -7.292414034355303443e-01 -6.925650381254762067e-01 -7.039997039415339941e-01 -7.206075490337795486e-01 -7.039133830280235316e-01 -6.945579782434876392e-01 -6.783562531004569962e-01 -6.829736688580041459e-01 -7.626083686260258787e-01 -6.851652358059681092e-01 -7.103895351665840963e-01 -7.047707861021166309e-01 -6.983474631037935865e-01 -7.157224930622376746e-01 -6.839852156438084307e-01 -6.971157744726568239e-01 -6.874903651682373606e-01 -7.123055434276679421e-01 -7.179964564730241250e-01 -6.827848384189820763e-01 -7.056221838212906050e-01 -6.665479669475971036e-01 -7.395240321697826857e-01 -7.075012620641842886e-01 -7.175695192145283841e-01 -7.241451688151983035e-01 -6.691406322115653893e-01 -7.131885801435373651e-01 -6.807162008338849546e-01 -6.958987789597514961e-01 -7.151489346388686386e-01 -6.953589807098765618e-01 -7.487390065870300759e-01 -7.061093238405788952e-01 -6.883258641018272783e-01 -6.962118799254781720e-01 -7.758152441745664873e-01 -6.705030523967252520e-01 -7.361097888923637811e-01 -6.969107177545694753e-01 -6.763828727360134963e-01 -6.899702769221320864e-01 -6.849062341810494559e-01 -7.274314233512129135e-01 -7.026549243987147975e-01 -6.819140397746181748e-01 -6.568986052022722788e-01 -6.526976611140895557e-01 -7.536315261633674822e-01 -6.989361973461001298e-01 -7.049266830398579486e-01 -7.154048902723850745e-01 -6.965427261124403913e-01 -6.656614399440599072e-01 -6.902594245451183497e-01 -7.232090221108293804e-01 -7.150008595985752891e-01 -6.654503235522284399e-01 -6.760187513155244687e-01 -6.926556871761064826e-01 -6.785521844278150638e-01 -7.240111552909667125e-01 -6.966347333806410802e-01 -6.048401360050590370e-01 -7.168648838870623763e-01 -7.083498674375050541e-01 -7.373726635507438232e-01 -7.258639111972726710e-01 -7.199878180401597660e-01 -7.075997893473129352e-01 -7.040378707406844683e-01 -7.157813897002363035e-01 -7.001873837252929889e-01 -7.222452212368111191e-01 -6.801629420758317224e-01 -6.859052480885168279e-01 -6.981751254828267861e-01 -7.185598803204626961e-01 -7.178892772057992033e-01 -6.870048552464069758e-01 -6.714241085531007514e-01 -6.957400776903597261e-01 -7.324270683925391268e-01 -6.791697526803943674e-01 -6.956360085607755650e-01 -6.485791464957628705e-01 -7.240763753780328216e-01 -7.028640352787718371e-01 -7.111977385042678179e-01 -6.738681822651528819e-01 -6.881501643272898150e-01 -6.856980211663810110e-01 -6.765047259665308843e-01 -6.949806466438275265e-01 -7.168310837909004363e-01 -6.567582525713220321e-01 -6.683201508919154321e-01 -7.039169266582590012e-01 -6.604971715389638121e-01 -7.452397903552459013e-01 -7.195040330548536645e-01 -6.801181328378618218e-01 -7.080396072438688293e-01 -7.197978982767807565e-01 -6.410479745188553125e-01 -7.103455230079518401e-01 -7.399572973332837478e-01 -6.935865558766920458e-01 -6.837794662315062055e-01 -6.928316982635394083e-01 -7.065210900182847809e-01 -7.190088051951661896e-01 -7.207384985605571615e-01 -7.153724223239095181e-01 -6.831737166084934643e-01 -6.697809913280181604e-01 -6.636945714050099809e-01 -7.414336735913735765e-01 -7.241451688151983035e-01 -6.684569172094469991e-01 -7.004022856754943405e-01 -6.858670045131418647e-01 -6.984875666882359724e-01 -7.017176880868163380e-01 -7.286384126803362449e-01 -6.977232907686712338e-01 -7.164660309113770609e-01 -6.982982461844002842e-01 -6.844778855441759902e-01 -7.100480524308139252e-01 -7.332435188645689550e-01 -6.481996809349865885e-01 -7.185876397092698653e-01 -6.746388313320288432e-01 -6.800383804734799753e-01 -7.142537484696376282e-01 -6.991040154793495276e-01 -6.494361878056480464e-01 -6.935865558766920458e-01 -7.000001208630379779e-01 -7.119201279746860678e-01 -7.291001886865373649e-01 -7.085844349076140247e-01 -6.520482317829987551e-01 -7.298276891307651226e-01 -7.040747908636504349e-01 -6.904112950455925102e-01 -7.172684986919790617e-01 -8.106175479257551331e-01 -7.107991361316408074e-01 -8.106175479257551331e-01 -6.877267087864140649e-01 -6.700571610347054730e-01 -6.712453450415054590e-01 -7.017026991409380798e-01 -7.131817427787936481e-01 -6.595987502669444780e-01 -6.861920773469876167e-01 -7.204040433612561856e-01 -6.956722910766472978e-01 -7.152977082579354828e-01 -6.886945437851252905e-01 -6.949936341827367414e-01 -7.221028509818196994e-01 -6.987810434309409402e-01 -6.688302744440264291e-01 -6.954606092438382348e-01 -7.043736840463736826e-01 -6.886213427445113666e-01 -7.103895351665840963e-01 -6.750543890984701534e-01 -7.156883933097759609e-01 -6.926686151868466368e-01 -7.385365553741891631e-01 -7.272311681625964752e-01 -6.835452107983854830e-01 -6.970355450905429961e-01 -6.952763863695849977e-01 -7.206211220153875274e-01 -6.697611580396554132e-01 -6.813715847020560545e-01 -7.108617862920709740e-01 -7.120109602384445679e-01 -6.817584080471874586e-01 -6.935573791579514591e-01 -7.578229743662028284e-01 -6.995761128061772638e-01 -6.869892778627146868e-01 -7.357196242704517886e-01 -7.265252619178284021e-01 -6.992910756158039476e-01 -7.348056801147464512e-01 -7.106814372001082347e-01 -6.984805042404005349e-01 -8.106175479257551331e-01 -6.790839832847623825e-01 -6.631802235018113834e-01 -7.141078576749961826e-01 -6.893318547619529113e-01 -6.996206403191820300e-01 -6.282950868969692237e-01 -6.987108252123235275e-01 -7.121225918119549192e-01 -6.774612939791495592e-01 -6.809264915908528337e-01 -7.149307839897360850e-01 -6.930277990637492280e-01 -6.822880167824081354e-01 -6.999769568597571379e-01 -6.542944967149821878e-01 -6.946515729378006654e-01 -7.189840655080317333e-01 -7.037793577476278983e-01 -6.960343842144069981e-01 -7.299889027706996103e-01 -6.884452230566964204e-01 -7.081674601584779793e-01 -7.213265867791704977e-01 -6.950840294097986316e-01 -6.949739927143738782e-01 -7.134891336570703402e-01 -7.123197936683709486e-01 -6.715870212137176054e-01 -6.856473059920418223e-01 -6.896996120993463819e-01 -6.625007874867705482e-01 -7.172516785236169312e-01 -6.958026631424729658e-01 -7.276317311407538568e-01 -7.061657946602295510e-01 -7.143782644013541017e-01 -7.229138782010409159e-01 -6.796890120939735880e-01 -7.177967054177258888e-01 -7.538704161013356497e-01 -7.297028310322559719e-01 -7.148657484508049720e-01 -6.860812805239007162e-01 -6.873463961835994951e-01 -6.929259909658398442e-01 -7.034087671555369070e-01 -6.744334527007751490e-01 -7.225678004307525271e-01 -7.057755093800039958e-01 -6.923593332839317327e-01 -6.920403368110257247e-01 -7.315064762889420535e-01 -6.940295040565942486e-01 -6.565118790745216870e-01 -6.769699885070679102e-01 -6.838316575293461597e-01 -6.994754306592980697e-01 -7.070904886954778590e-01 -7.134800653519874913e-01 -6.880963910383144366e-01 -7.029590473534241823e-01 -6.995514045423192329e-01 -6.830112789373075088e-01 -7.283318426164342441e-01 -6.773211674146821792e-01 -6.918565870432686893e-01 -6.854911274814270428e-01 -6.951943752985698666e-01 -7.148882233445448264e-01 -7.110075556159856092e-01 -7.049348654803253567e-01 -7.157336709779471562e-01 -6.701358121292493308e-01 -7.229820006756639827e-01 -7.270855511074358901e-01 -7.056607353542467820e-01 -6.736917243503057762e-01 -6.737342872468730093e-01 -6.751850307111197935e-01 -7.378547317433756803e-01 -6.730281781974056798e-01 -6.899467593792749653e-01 -7.102456711220241914e-01 -6.984169918733513782e-01 -7.538456546712524187e-01 -6.967928004749950333e-01 -6.876904697293184654e-01 -6.911981707091428007e-01 -6.983474631037935865e-01 -7.389287146889955693e-01 -7.459304165821905030e-01 -6.519508183142050939e-01 -6.751571091641288547e-01 -6.849788529625229216e-01 -6.744434294777192918e-01 -7.155946142608655691e-01 -7.241025143685746457e-01 -7.031347305050630325e-01 -6.812436209360868133e-01 -7.211754891620785202e-01 -6.782760501378248819e-01 -6.835264905632953969e-01 -7.036723504780724170e-01 -7.132250311671555210e-01 -6.998326692258203252e-01 -7.337313770928162171e-01 -7.131048667114470163e-01 -6.704263594534936033e-01 -6.991119790379727306e-01 -6.947327631812143522e-01 -6.957168460404332677e-01 -7.347347888240065572e-01 -6.914668379245796359e-01 -6.886432538968776385e-01 -7.147437709239952142e-01 -7.033002014262024204e-01 -6.860288449083569162e-01 -8.106175479257551331e-01 -6.785543372871458701e-01 -7.297028310322559719e-01 -7.221110335143237080e-01 -6.814235434256694646e-01 -6.768870277703484817e-01 -7.099387994508816746e-01 -7.355190444451764620e-01 -6.958219708772972467e-01 -7.133862676396134361e-01 -7.081505106426071450e-01 -7.332731291760339332e-01 -6.877202890089577636e-01 -7.314223523212532996e-01 -7.222490636266911679e-01 -7.125288489238101874e-01 -6.760878037357258563e-01 -6.897727949023320093e-01 -6.792079100086141352e-01 -7.421016882295887740e-01 -6.991325582360659041e-01 -6.999466644116907332e-01 -7.264366741992134280e-01 -6.994968784728925471e-01 -7.017042362860479443e-01 -7.378849375231055774e-01 -7.356456157209549929e-01 -7.486778477317272973e-01 -6.923205397309146747e-01 -6.735401817173709560e-01 -6.904498673095531558e-01 -6.869996073611446263e-01 -7.099726288627650206e-01 -7.910311342379152677e-01 -6.887437306473529475e-01 -7.164422023315637489e-01 -7.146549443073269003e-01 -7.129177413360778814e-01 -7.325554114725392196e-01 -7.100795328641034132e-01 -6.366124576231300125e-01 -6.952802959246682235e-01 -7.097763039025153375e-01 -7.077427110214280503e-01 -7.254961662763008690e-01 -6.902444781176129140e-01 -7.085618038013450359e-01 -7.067747532040655756e-01 -6.974499729750149868e-01 -6.944932030122146216e-01 -7.168438254369888796e-01 -6.970064565616524987e-01 -7.194664343555174923e-01 -8.106175479257551331e-01 -7.178808449358911048e-01 -7.390103133438827854e-01 -6.899472428218658138e-01 -6.921578439872178024e-01 -6.781280503260518344e-01 -6.636496051124964879e-01 -6.863018426144691375e-01 -7.063945980588144380e-01 -7.110373356452868165e-01 -6.929073574968214189e-01 -7.018977837014475085e-01 -6.598997216816897549e-01 -7.120865423407423123e-01 -7.073752047688799394e-01 -7.022629048741144686e-01 -7.151059021383403547e-01 -6.898684765246301254e-01 -7.031027570554968520e-01 -7.149774365375876073e-01 -7.118887317752786714e-01 -6.760965442140047799e-01 -7.161463488436652369e-01 -6.862527359199930288e-01 -6.984177706788301521e-01 -7.020572811765788401e-01 -7.025800270358715238e-01 -7.067918826398376098e-01 -7.019143803822771588e-01 -7.037628372843585112e-01 -7.224411252034386166e-01 -7.311769074059668583e-01 -6.723013229242269517e-01 -7.102655171579073112e-01 -7.047173835305642342e-01 -6.842060693036557950e-01 -6.609079656376408707e-01 -7.001285613060872492e-01 -7.157212337644125455e-01 -7.334149650449361957e-01 -7.187763323222000622e-01 -7.044489084343084073e-01 -7.139462858961884706e-01 -6.702221449100207451e-01 -7.312640758900670335e-01 -7.371195759638879963e-01 -6.769816779595672074e-01 -7.561537116833960681e-01 -6.653229850301656256e-01 -7.335340556961753578e-01 -7.130207675162267833e-01 -6.915176197619032905e-01 -7.008823824494356813e-01 -6.792230570215664898e-01 -6.960918231645365495e-01 -7.157813897002363035e-01 -6.930277990637492280e-01 -7.102456711220241914e-01 -6.799215838917191945e-01 -6.859989434216373638e-01 -7.020401592529879053e-01 -7.195231978564038400e-01 -7.336419009807286784e-01 -6.873515724592706988e-01 -7.032840775815714096e-01 -6.999466644116907332e-01 -7.291782782299307542e-01 -6.974958661915025004e-01 -6.998314301650907510e-01 -7.017108639032230144e-01 -6.867052519039873459e-01 -6.595988345627361582e-01 -7.077560740336323875e-01 -7.237524295412320896e-01 -6.952988981761336618e-01 -7.096868296069693827e-01 -6.931925840057999721e-01 -7.471493610193817858e-01 -7.036006698232881718e-01 -7.020945207370843377e-01 -7.151489346388686386e-01 -7.170419737330036014e-01 -7.147013043164989199e-01 -7.101735405641207421e-01 -6.950000247377872142e-01 -6.731237754995049727e-01 -6.582279320950519264e-01 -6.897813391466414146e-01 -7.131925997396280081e-01 -7.189742920437183216e-01 -6.708116472218108584e-01 -7.097727100807134093e-01 -6.819353029489185758e-01 -7.022629048741144686e-01 -6.944868514258075720e-01 -6.561667671167654703e-01 -7.146813396468587598e-01 -7.160010675242105549e-01 -6.972375413860021354e-01 -6.566720229078271132e-01 -7.074499949243602259e-01 -7.063158304472239024e-01 -7.293865729994095659e-01 -7.025703577757553830e-01 -7.195230297846251233e-01 -6.972375413860021354e-01 -6.421275959258139210e-01 -7.436376116107901169e-01 -6.758174489118289330e-01 -6.845855046298439106e-01 -7.263869344672002626e-01 -6.716742526354195775e-01 -6.788957344308030883e-01 -7.272311681625964752e-01 -6.996225318636817292e-01 -7.206019756362991302e-01 -6.968026680894965352e-01 -6.990682505723171403e-01 -6.964049612660190292e-01 -6.743504895724257153e-01 -7.071466511052335591e-01 -7.104450526036458768e-01 -7.149730424140017249e-01 -7.164373290579533204e-01 -7.234498331011849359e-01 -6.756989752917590408e-01 -7.350852503089981838e-01 -6.576438219139078001e-01 -6.715498317519319471e-01 -6.741074328865224174e-01 -7.660884910329528452e-01 -7.373726635507438232e-01 -6.914390108219450326e-01 -7.249478369125128552e-01 -7.019663311254831228e-01 -6.851293631444548282e-01 -7.276242436875079989e-01 -7.258941190615217920e-01 -6.953710523801532872e-01 -6.602983393893140374e-01 -7.008529902589728522e-01 -7.089449003510210900e-01 -6.994193011615621458e-01 -7.201209906557579643e-01 -7.091895561428032124e-01 -7.108374199728615395e-01 -6.908818392107320960e-01 -6.722197332465924546e-01 -6.933466336252891438e-01 -7.382712810140219517e-01 -7.506144156033656145e-01 -7.079506971251774416e-01 -6.987189144145844466e-01 -7.029183852311788883e-01 -6.770418039629504392e-01 -7.325867633001905688e-01 -7.031901303840797368e-01 -6.976711837339664157e-01 -7.066534486767181988e-01 -6.870036458500337062e-01 -6.826821895224739478e-01 -7.032780352626275544e-01 -7.525916007560340404e-01 -7.054429665321322318e-01 -7.448198830616767907e-01 -6.968535245549034585e-01 -6.849867980288877334e-01 -7.365915833820295688e-01 -6.774540758814353580e-01 -6.679649546802153282e-01 -7.046530428506443400e-01 -6.900540981633795923e-01 -6.503260612311052569e-01 -7.368966873058653277e-01 -6.972619573770089119e-01 -7.079232686342251668e-01 -8.106175479257551331e-01 -6.972486699374442765e-01 -7.068219036732088512e-01 -6.781530224152234609e-01 -7.122885358402157863e-01 -7.098099768697139211e-01 -6.920171386821749593e-01 -7.186714454518465800e-01 -7.098446790589534316e-01 -6.956761154890429566e-01 -6.676390362543855872e-01 -6.774706578871629858e-01 -6.771690954572591181e-01 -6.813576512646619676e-01 -7.138527951906468161e-01 -7.186555369080309674e-01 -6.975343223814398641e-01 -7.226510013664082521e-01 -7.037397716046953633e-01 -6.509208537153483576e-01 -7.003062199400176269e-01 -7.132215129641394924e-01 -7.208371199740710722e-01 -6.999466644116907332e-01 -6.833124810864035226e-01 -7.708902449632262233e-01 -6.972486699374442765e-01 -7.795944884554586451e-01 -7.145312071416540789e-01 -6.901182080089398596e-01 -7.019594837430886969e-01 -6.800889867377080122e-01 -6.872435818207520697e-01 -7.063945980588144380e-01 -6.766829671690288706e-01 -7.571530483551640600e-01 -7.117791344576680501e-01 -6.642980079617402112e-01 -7.146422925230382361e-01 -7.489380662041469350e-01 -7.148726828475773232e-01 -7.148866541908276417e-01 -6.865408883761006109e-01 -6.951850044879819279e-01 -7.284198634483374235e-01 -7.048783648140002356e-01 -6.922946623456098791e-01 -6.964646419381992359e-01 -7.222417379425678519e-01 -6.542683331440315442e-01 -7.148374694035410926e-01 -6.811366669382366013e-01 -6.852588753376025466e-01 -7.491118662990103871e-01 -7.091006452199124510e-01 -7.047173835305642342e-01 -7.006395731810073357e-01 -6.969843575210106223e-01 -6.913591410510946389e-01 -6.970070073805700872e-01 -6.686349634081025783e-01 -6.980572291791773409e-01 -6.999466644116907332e-01 -7.193818340160262892e-01 -7.121210580115757693e-01 -7.319584177824651761e-01 -7.399324654307051219e-01 -7.050283169455795473e-01 -6.975627423499268787e-01 -7.398284094255771492e-01 -7.111314724223163353e-01 -6.930277990637492280e-01 -7.310439506613164440e-01 -6.758397370124242798e-01 -7.050223078692567924e-01 -7.210080720620410943e-01 -6.852011895622709403e-01 -6.913724629348294570e-01 -7.115330625163451828e-01 -6.995850273691175403e-01 -7.292407738844346454e-01 -6.529092398765854455e-01 -6.901449296173325365e-01 -7.141201809444623905e-01 -7.033023756633340895e-01 -7.450812075843913362e-01 -6.938953986685092445e-01 -7.141162770898006329e-01 -7.353617210212348709e-01 -6.621572767856918063e-01 -7.127236508077103849e-01 -7.080028465042431662e-01 -7.160651108139717280e-01 -7.178025139532664411e-01 -7.032417876099188447e-01 -7.200339233211678902e-01 -7.350025140576974536e-01 -7.140660921718549048e-01 -6.868996765645931646e-01 -7.056607353542467820e-01 -6.966380835121626092e-01 -6.973102300441524903e-01 -7.232028109960353390e-01 -7.055235651561204691e-01 -7.023080925777662742e-01 -6.931886996430876025e-01 -6.731066042060689369e-01 -7.248874448374493795e-01 -7.159344474351456711e-01 -6.917691332927873304e-01 -7.067220133985756547e-01 -6.852008104354254669e-01 -7.016305651957424061e-01 -7.023635358393107708e-01 -7.321055332395474124e-01 -7.396210578885558107e-01 -7.077767059402972905e-01 -7.112586509253944200e-01 -6.888763748478652360e-01 -6.878908554337357373e-01 -6.786846353696631695e-01 -7.367455393867174962e-01 -7.005448977332946470e-01 -6.917995404101020540e-01 -7.149063586441357643e-01 -6.900040501824591388e-01 -7.086431337366789762e-01 -7.233774621069315458e-01 -6.794814959423831624e-01 -7.065288929843944743e-01 -7.292452854502968762e-01 -7.118629003398666555e-01 -7.111465332347322033e-01 -6.590021417308875584e-01 -7.352154848478420490e-01 -6.865597320700089767e-01 -6.871922204859259864e-01 -6.681467933862847985e-01 -7.016965120502973718e-01 -7.203506181122065755e-01 -6.915361679079197188e-01 -7.032823599610225074e-01 -7.055333368572931363e-01 -7.076435216994099164e-01 -6.810655759920436481e-01 -7.161516820134607997e-01 -6.999466644116907332e-01 -7.072492928400606615e-01 -7.005021921992664602e-01 -6.877282399664892409e-01 -6.854117279548930242e-01 -6.928848050562379512e-01 -6.986714900445036847e-01 -6.854508706522537409e-01 -6.646139780015616338e-01 -7.422731473961121651e-01 -7.058461788350953725e-01 -6.930534029998689505e-01 -6.727273673290312672e-01 -7.051418966640312647e-01 -7.132924078030526971e-01 -7.352091160289084826e-01 -7.273337918731783702e-01 -6.915677186192468184e-01 -7.284427060062057535e-01 -7.033612836452860506e-01 -6.999707230343261699e-01 -6.968601094111690486e-01 -7.080763547674777669e-01 -7.260583869590391259e-01 -7.420371484583156985e-01 -7.148882233445448264e-01 -7.138418543664357685e-01 -6.916871412150413789e-01 -7.033359150359004275e-01 -6.848139501891381542e-01 -7.797124683289027303e-01 -7.051234867035702791e-01 -7.164814578037379533e-01 -7.314190186550604267e-01 -6.974288820755631946e-01 -7.065637913061806330e-01 -7.096218818202899570e-01 -7.175219285995666496e-01 -7.324270683925391268e-01 -7.152837904469464547e-01 -6.758111199155081295e-01 -7.066710792347237202e-01 -6.980382030957485995e-01 -7.250128790265719658e-01 -7.019450261376363187e-01 -7.297733910815509262e-01 -7.081144390055627014e-01 -7.254961662763008690e-01 -6.954856317120743370e-01 -7.168772482630458853e-01 -6.995353728895565837e-01 -7.215638448733940891e-01 -7.315846590462982135e-01 -7.206593737653221865e-01 -7.036746145481060921e-01 -7.308599588278994474e-01 -6.839374086043363832e-01 -6.594599747503053777e-01 -7.056607353542467820e-01 -6.957924945083249213e-01 -6.982191118570284516e-01 -7.186784557376242333e-01 -7.227381806967088096e-01 -7.018682759927088455e-01 -7.112262359930916489e-01 -6.926872059462994002e-01 -7.220468532343531365e-01 -7.084929686188061737e-01 -6.954430200819601282e-01 -7.101582673947604007e-01 -6.959896341861195879e-01 -6.858962774584398403e-01 -6.263656286738275014e-01 -7.032763081904604974e-01 -6.999523176973774241e-01 -7.226463873982567065e-01 -6.460187798959466932e-01 -7.108305034122750499e-01 -7.000368217352885836e-01 -7.008762522690901164e-01 -6.787697336959723771e-01 -7.056607353542467820e-01 -7.351179631297100059e-01 -6.629263528118585214e-01 -6.936910044689525989e-01 -7.012623331208089894e-01 -7.032494888593419091e-01 -6.547056339634877986e-01 -6.800241632784462809e-01 -6.799824919357746467e-01 -6.978821783493813768e-01 -7.032076576125234624e-01 -7.163100133481847820e-01 -7.133914889187416009e-01 -7.025800270358715238e-01 -6.945272438085297040e-01 -7.042676852627423045e-01 -7.015771687681464641e-01 -6.858909998166282662e-01 -7.055041395334740173e-01 -6.895658994190441149e-01 -6.906056928660504468e-01 -6.756821820717178184e-01 -6.884757231167455416e-01 -7.034391676843831931e-01 -6.788282950972828189e-01 -6.891206391448463364e-01 -6.935865558766920458e-01 -7.145828451600664266e-01 -6.998045185702608251e-01 -7.512039511363539646e-01 -6.950710945627207593e-01 -6.870111675139725094e-01 -6.846255033303236814e-01 -7.085336321754809319e-01 -6.947083504613473792e-01 -6.958723407817473117e-01 -6.530792910066196555e-01 -7.369031908934999819e-01 -7.126910622168267651e-01 -7.060601107436070834e-01 -7.056853512622396352e-01 -7.117791344576680501e-01 -6.942466331674523872e-01 -8.106175479257551331e-01 -6.714199488573058261e-01 -7.123077442507650403e-01 -7.169546341195136563e-01 -7.189245255037661764e-01 -6.678826849588190839e-01 -6.987459119594490176e-01 -6.805479594567316326e-01 -7.016612469292873300e-01 -6.911024500535063453e-01 -7.169043313016913999e-01 -7.351324115853259400e-01 -6.159811364486529328e-01 -7.237524295412320896e-01 -7.187961349105620457e-01 -6.873995614580152846e-01 -6.993881325631434720e-01 -6.929730032153003094e-01 -6.979292284115885536e-01 -7.000871919985485192e-01 -6.696216183750394180e-01 -7.110244850020563945e-01 -6.773480113543186576e-01 -7.179206470274834828e-01 -7.105350497330888970e-01 -6.929133622029794992e-01 -7.103506853815346744e-01 -6.654201494200862044e-01 -6.802538945771061663e-01 -7.166348696039648303e-01 -7.124931752613576919e-01 -6.846060774972428931e-01 -6.745615776359343840e-01 -6.987866113251968159e-01 -6.903469810514479832e-01 -7.006231828741960044e-01 -7.031551517228962211e-01 -6.931924799561812733e-01 -6.710426332973327135e-01 -6.781379319765719060e-01 -6.907870747475755024e-01 -7.047677876989979495e-01 -6.846514988444099004e-01 -6.875633836500867346e-01 -6.927966382801713507e-01 -7.134800653519874913e-01 -7.249751398281532033e-01 -6.996349250422539967e-01 -6.895708546685597184e-01 -6.909081804655272663e-01 -7.034458106932675037e-01 -6.746388313320288432e-01 -7.116880574297681505e-01 -7.223360613536016217e-01 -7.228403178307942767e-01 -7.043315890723675921e-01 -6.908774421702688073e-01 -6.987825393204971647e-01 -6.999466644116907332e-01 -7.143503437962479552e-01 -7.030584488190712023e-01 -7.284997516324267508e-01 -6.823974373168368857e-01 -6.807004238640956828e-01 -6.498458473518766709e-01 -7.168184688769514423e-01 -7.125257266479891882e-01 -6.759868498853123242e-01 -7.063945980588144380e-01 -6.723867647648802404e-01 -7.061974067423903989e-01 -7.130900944062403823e-01 -6.957132391782181458e-01 -7.082050969382969186e-01 -7.173152675110259224e-01 -7.127611993336913088e-01 -7.280542879491207486e-01 -7.022629048741144686e-01 -6.826220378898568697e-01 -6.825795510054177839e-01 -6.762922949080873991e-01 -7.190146896346902849e-01 -7.132331881755433756e-01 -6.795386653726893655e-01 -7.389287146889955693e-01 -7.058797672680512392e-01 -7.177557898071427189e-01 -6.920048719559730444e-01 -7.151812634802041657e-01 -6.832203257531475060e-01 -6.956802052707686812e-01 -6.945426382081905103e-01 -6.884322927129176151e-01 -7.050730835766714222e-01 -6.993938142076387976e-01 -6.865739259753311785e-01 -6.913479315956010396e-01 -6.999781475508228823e-01 -7.004022856754943405e-01 -6.937559464880109772e-01 -7.042255958173484487e-01 -6.880267214544346643e-01 -7.111465332347322033e-01 -7.411557534336097319e-01 -7.011576857472689994e-01 -7.202878955023805929e-01 -7.196137775110997836e-01 -7.148882233445448264e-01 -6.594444925687312775e-01 -6.877717769681481741e-01 -6.754091463742497581e-01 -6.764680675856808989e-01 -7.344009513579550230e-01 -6.924131434061706614e-01 -7.096762901880495633e-01 -6.967930703282547711e-01 -7.137166471821672076e-01 -7.284318181222531052e-01 -7.115125084790214771e-01 -7.115049617807756022e-01 -6.997052859496548649e-01 -7.341939772022740840e-01 -6.916916378694750733e-01 -6.464522167904149796e-01 -7.193869203199056983e-01 -6.731064364810990241e-01 -7.027042631639517367e-01 -6.757185848511113591e-01 -7.106203125088441652e-01 -7.113291020207057613e-01 -7.325867633001905688e-01 -7.441897525887526399e-01 -7.044052683016275296e-01 -7.322045320441645799e-01 -6.791254780658491086e-01 -6.968181033282689896e-01 -6.898685427548798543e-01 -6.967622151039947198e-01 -6.914866446939527123e-01 -6.629238502870720140e-01 -7.210659238966385942e-01 -6.798312155776145005e-01 -7.400955400382045468e-01 -6.885683892871625744e-01 -7.251838940113799481e-01 -7.147778954017738329e-01 -6.935016333044359271e-01 -6.996459696755508162e-01 -7.334844406909795111e-01 -7.157059146599635824e-01 -6.785498353057874965e-01 -7.056100918376841946e-01 -6.887895234758474317e-01 -6.925863362088051645e-01 -7.626083686260258787e-01 -6.999466644116907332e-01 -6.836660593701680000e-01 -7.032281688827097810e-01 -6.922036929396568894e-01 -7.249910270951787084e-01 -6.783022716936955021e-01 -6.952514913600467139e-01 -7.315669774006465786e-01 -7.008293108640444302e-01 -6.929603339051340072e-01 -7.017417546261555117e-01 -6.781537977382114946e-01 -6.953589807098765618e-01 -6.862459891120380462e-01 -6.802202381595137126e-01 -6.974045706830693803e-01 -6.994968784728925471e-01 -6.945679802491611099e-01 -7.043283563204170150e-01 -7.109901792484834004e-01 -7.089734015376620846e-01 -6.949603109440118942e-01 -7.146422925230382361e-01 -7.069412990525805185e-01 -7.006505942562029077e-01 -6.934258792215857170e-01 -6.661508898821537628e-01 -6.964599872573344896e-01 -6.857516357526520778e-01 -6.966179045037250717e-01 -7.124350482961716580e-01 -6.866815064235041177e-01 -6.834222286034474791e-01 -6.999466644116907332e-01 -7.197978982767807565e-01 -6.638808876627706468e-01 -6.989269766081065427e-01 -6.642307818976078693e-01 -6.899213680215581235e-01 -7.198333015110662814e-01 -6.556880795508419624e-01 -7.024456391434057423e-01 -7.071650269511735587e-01 -6.831249859060264384e-01 -7.180558342182337128e-01 -7.005209653805408720e-01 -6.905460606011644131e-01 -6.872593750077342634e-01 -7.021403735636511101e-01 -7.199317106161728930e-01 -6.963530521172813792e-01 -6.683265504489099840e-01 -6.900070906950546146e-01 -7.004567919767268336e-01 -7.005990068354250866e-01 -7.068266273414138823e-01 -7.261480039867365122e-01 -7.410633536872879290e-01 -7.405568574338730059e-01 -7.115932239142708227e-01 -7.181989237541301918e-01 -6.806107747786782625e-01 -6.889156477897131481e-01 -7.398284094255771492e-01 -7.030546316424377551e-01 -6.776706288010885260e-01 -7.086413574802179483e-01 -7.351179631297100059e-01 -7.245543224556527662e-01 -7.343785628986481129e-01 -7.402296329949535902e-01 -6.938487645641799872e-01 -6.899957571646950782e-01 -6.874611489053918945e-01 -6.886945437851252905e-01 -7.299889027706996103e-01 -7.058366170584378096e-01 -7.015221056542948475e-01 -7.346188855178326094e-01 -7.328715645607601914e-01 -6.908528134029978673e-01 -7.102280288489168925e-01 -6.937448961973018413e-01 -7.237061713987955613e-01 -6.895544075059376610e-01 -6.815030017539527307e-01 -7.154048902723850745e-01 -6.992276674459247943e-01 -6.855220558204067061e-01 -6.653654901689165513e-01 -6.497745710381508388e-01 -6.876710561488579287e-01 -6.752510754272620375e-01 -6.969413472980079405e-01 -6.843928638703999923e-01 -6.756882128189261039e-01 -6.801043848000034586e-01 -7.263207065460584033e-01 -6.826956807749411382e-01 -7.576085360052928763e-01 -7.226463873982567065e-01 -7.220454926615786917e-01 -6.482348045375374568e-01 -6.640159681243673617e-01 -6.782718424410774105e-01 -7.263208305666424280e-01 -7.288013985905195113e-01 -6.801732154414210640e-01 -7.235230882175827105e-01 -6.877717769681481741e-01 -7.115345275590527763e-01 -7.155960760327388925e-01 -7.317224095243020088e-01 -6.983601874372524776e-01 -6.952044737746234659e-01 -7.028331804544407646e-01 -6.962422306798998761e-01 -7.183008659080272196e-01 -7.277077819506629908e-01 -7.161933834003022525e-01 -7.126670817711229233e-01 -6.806226592127444519e-01 -6.901193000962848600e-01 -7.566245057232592330e-01 -6.572293352372327035e-01 -6.980236708873661655e-01 -7.144059511813125596e-01 -7.209678260433207697e-01 -6.942672485551852901e-01 -7.224506266591532722e-01 -6.958122166299745004e-01 -7.148882233445448264e-01 -7.380781054791967222e-01 -7.142075571639239229e-01 -6.895658994190441149e-01 -6.801971012826086849e-01 -7.469046637080722917e-01 -7.470677438173254359e-01 -7.183728268105369352e-01 -6.785881436642000608e-01 -6.944986468166050031e-01 -6.865314244923439446e-01 -7.268447155554298433e-01 -7.255515262862459736e-01 -6.980941779577847228e-01 -6.562059027124149679e-01 -6.891728265049295032e-01 -7.159344474351456711e-01 -6.960624328238509406e-01 -6.571346319217781229e-01 -7.303422666674137531e-01 -7.111624296719938343e-01 -7.137617771346995710e-01 -7.431877661499868282e-01 -7.038867813464690926e-01 -6.903063172308350204e-01 -6.861564628019536372e-01 +7.229030284931212691e-01 +6.990743837310020581e-01 +6.928785221927284965e-01 +6.893873592876147427e-01 +6.744455407783931378e-01 +7.575275813290005544e-01 +6.859186852558067926e-01 +6.876109623327195663e-01 +6.934845549510413321e-01 +7.285904534879321659e-01 +6.892425840960569872e-01 +6.986072064611974497e-01 +6.930270609430593254e-01 +6.904285456829981626e-01 +6.925769062229214512e-01 +7.113983268536614446e-01 +6.991622490320352767e-01 +6.991442898354520707e-01 +7.013002065197682100e-01 +6.845422071463573843e-01 +6.993684892182656654e-01 +6.922309263697314918e-01 +6.719553061238414671e-01 +7.145426428883254744e-01 +6.871669780118239146e-01 +7.024718862183121360e-01 +6.961212112623371695e-01 +7.199930479987628473e-01 +6.958518100572419485e-01 +6.933228891448806053e-01 +7.235258822501151599e-01 +7.464856065406948460e-01 +7.116217752564253374e-01 +6.645570630948753887e-01 +7.113352203314136091e-01 +6.894328039690407195e-01 +6.936873697648096027e-01 +6.764957059853671240e-01 +6.781097470152168682e-01 +6.826244936229386440e-01 +6.905381182769403381e-01 +7.016228082273485711e-01 +7.134250654387557233e-01 +7.130400732481234627e-01 +6.915709339643996145e-01 +6.973295930516911767e-01 +6.929428948531608512e-01 +7.140351522472094814e-01 +7.136628911536462283e-01 +6.996164533750359737e-01 +6.974318169731077433e-01 +6.955423845381716319e-01 +6.972245985049454475e-01 +7.386682837479341401e-01 +6.921736664869655442e-01 +6.773355409898869084e-01 +7.155878547724512373e-01 +7.115217935726931842e-01 +6.856707323464519277e-01 +6.657369795941292523e-01 +6.716180676607521605e-01 +7.039346650556908003e-01 +8.112948614475712361e-01 +6.974655536159026781e-01 +6.929843045311585570e-01 +6.985083394399111967e-01 +6.965423324105017855e-01 +7.173390245315260927e-01 +6.917412062020318331e-01 +7.127705395777894637e-01 +6.756372772357295275e-01 +6.987201341996680526e-01 +7.114271900316992969e-01 +6.910016530837665982e-01 +7.039346650556908003e-01 +7.150679543777727076e-01 +7.039629079082629914e-01 +6.987359849016101521e-01 +7.454606075280842958e-01 +7.202553205919741686e-01 +6.979099374158295177e-01 +7.100228241441683963e-01 +6.816650228723304394e-01 +6.985482285788293666e-01 +7.029045958095636593e-01 +7.116452577501135579e-01 +6.958581264103642638e-01 +6.839996629806179840e-01 +6.906843666210846777e-01 +6.641087986318936487e-01 +6.918456535997634660e-01 +7.197963162224993994e-01 +7.020281543276425396e-01 +7.269821220251131422e-01 +6.943509027367937847e-01 +6.741073450763721553e-01 +8.035223947350189633e-01 +6.874929193196095412e-01 +7.415905240225910688e-01 +7.114370137087391299e-01 +6.371570227125573638e-01 +6.866893882921303316e-01 +6.668159175185692789e-01 +7.236933135196750300e-01 +7.017256784521777035e-01 +7.184062446798478163e-01 +7.354181508028077019e-01 +6.787507994883767992e-01 +7.084239000861742852e-01 +8.112948614475712361e-01 +6.806084911197487486e-01 +6.927485823188845870e-01 +7.114370137087391299e-01 +6.921837461719420048e-01 +7.181899887603861998e-01 +7.327280682765149322e-01 +6.773220359660925283e-01 +7.053512306435507639e-01 +7.081388315215448870e-01 +7.249645770021970748e-01 +6.931633438924791335e-01 +6.883520264844662506e-01 +7.232098738151790940e-01 +7.249645770021970748e-01 +6.744055822245869081e-01 +7.435397287545200129e-01 +7.497045602657195218e-01 +7.086655749385641911e-01 +7.162155645259744574e-01 +7.160850179328406284e-01 +7.094159095593042252e-01 +7.323651324647997285e-01 +7.308878984079569818e-01 +6.745744055470623834e-01 +6.949126982299205224e-01 +6.976520832926880189e-01 +6.874201737828968817e-01 +7.016104287193059008e-01 +6.701898330337456855e-01 +7.133329177848040104e-01 +6.892816069646912069e-01 +6.978230410868633271e-01 +6.854577471842659975e-01 +6.981595631812425040e-01 +7.013464672397944355e-01 +7.233501978812455491e-01 +7.153156943886997965e-01 +7.082665639612670816e-01 +7.259346632743515215e-01 +6.884986262541161750e-01 +7.338484867050993898e-01 +6.954608051505459798e-01 +7.124902079196431259e-01 +6.984569841505674503e-01 +7.146012627948294949e-01 +7.169555887347378587e-01 +7.297688131202093587e-01 +6.967628493788069477e-01 +6.888108335710043661e-01 +6.938439091071728626e-01 +7.061590531780979063e-01 +7.190576407114832591e-01 +7.196897049645514244e-01 +6.972995383085205390e-01 +7.104134875880063760e-01 +6.753799929855830442e-01 +6.899929023913813353e-01 +7.028221880968388291e-01 +7.115503284612074708e-01 +6.997919323095089794e-01 +6.775191314389772401e-01 +6.758220371960526052e-01 +7.386860604993756851e-01 +6.819333379062015865e-01 +8.112948614475712361e-01 +7.064510004676272104e-01 +7.066745260914970572e-01 +6.969085438629676332e-01 +6.979723989669821549e-01 +7.238923576163927009e-01 +6.997444954517462179e-01 +7.296838910467116079e-01 +6.987626876745238746e-01 +8.112948614475712361e-01 +7.210110681357946305e-01 +7.071728908539327563e-01 +7.102520266426850526e-01 +7.465022980859146173e-01 +6.860776487380064736e-01 +7.063428449385327212e-01 +7.106123241731765461e-01 +6.890708908442917391e-01 +7.120875145514133919e-01 +6.904638690146995827e-01 +7.296210198591737139e-01 +7.048868862930248724e-01 +6.815559272979854200e-01 +7.298864671640430402e-01 +7.039629079082629914e-01 +7.023846547611896085e-01 +6.941517920073749792e-01 +6.701840263048026713e-01 +6.782220616200476115e-01 +6.930079039685281828e-01 +7.359286078757563132e-01 +7.161415430933359971e-01 +6.931538062146742618e-01 +6.861103633949667824e-01 +6.818051993190010762e-01 +7.270329029804614152e-01 +7.121785755259324446e-01 +7.353669694683304670e-01 +7.076326814612059479e-01 +6.654991837434351964e-01 +7.059351208987223458e-01 +6.928286963232821449e-01 +6.341530971580056075e-01 +6.805946162756342233e-01 +6.929625829409928883e-01 +7.050160794819646526e-01 +7.310874071047095413e-01 +6.936364498945692958e-01 +7.130562063127499073e-01 +6.760222796553492230e-01 +6.981440953351309986e-01 +7.086135327758285030e-01 +7.108773887242776368e-01 +6.335270618542878651e-01 +7.190320780616659135e-01 +6.919530957525807935e-01 +7.303507403869247128e-01 +7.206965428522025263e-01 +6.884323244136325570e-01 +6.640013171438639006e-01 +7.124800498285850381e-01 +6.423592053206590435e-01 +7.859921922873702727e-01 +7.343896640916156571e-01 +7.033998804776970815e-01 +6.994832643935069427e-01 +7.134250654387557233e-01 +7.386655566178603749e-01 +7.014900902910383707e-01 +7.029162269751907388e-01 +7.118314951178277283e-01 +7.197562198829103863e-01 +6.976864011983039404e-01 +6.951845031462582369e-01 +6.576883555855062014e-01 +6.859001913237392500e-01 +6.925837124351659213e-01 +7.133168501970743591e-01 +6.823689860548256547e-01 +7.109327360159696241e-01 +7.426950944611796501e-01 +6.985165192698730152e-01 +6.988475480283753427e-01 +7.062904400632419311e-01 +7.098400047944721791e-01 +7.073596329734783694e-01 +7.158947641634476611e-01 +7.168733951172683305e-01 +7.253501578895438229e-01 +6.877325247992018831e-01 +7.026725330824064031e-01 +7.374370296658199209e-01 +6.817032944364953551e-01 +7.069635968156973149e-01 +7.015701660241404625e-01 +7.419220835893227672e-01 +6.972468043190716003e-01 +6.734950239750787659e-01 +6.946501211086228977e-01 +6.423257281276235631e-01 +7.266583971831011013e-01 +7.859921922873702727e-01 +7.165702931722037761e-01 +7.020508875215938360e-01 +6.874329089627551070e-01 +7.213042849935078493e-01 +7.278919741116922637e-01 +6.897673897215739203e-01 +6.987561557045225413e-01 +7.124372720474809739e-01 +6.945217871021753808e-01 +6.967781332938400851e-01 +6.876782647301666884e-01 +7.000227177437352566e-01 +6.752188693777512185e-01 +6.996302923610784319e-01 +6.994388224110181795e-01 +7.054025160501069536e-01 +7.013008040816899324e-01 +7.000832790598252586e-01 +6.922309263697314918e-01 +6.781389638046491086e-01 +6.956954041818832479e-01 +6.923253729286287239e-01 +6.759022483934202796e-01 +7.045794906086229048e-01 +6.861428668637472583e-01 +6.860599121192834104e-01 +7.138642277454891882e-01 +7.013464672397944355e-01 +6.886163872008879139e-01 +6.857940429794595616e-01 +7.052783637667303651e-01 +7.020508875215938360e-01 +7.009956848045035827e-01 +7.247878489060042284e-01 +7.129092859310972585e-01 +7.123943883381613773e-01 +6.501378075630768194e-01 +6.781098220848420510e-01 +7.458437928434449304e-01 +7.129819862757571514e-01 +6.865573941772495914e-01 +6.912953279661877559e-01 +7.032648314032527992e-01 +6.981792775818504992e-01 +6.792654342877426643e-01 +6.738662552817586970e-01 +7.435430419604500685e-01 +7.071029622347353438e-01 +7.090939092815489175e-01 +6.996533383174750043e-01 +7.054735403859524467e-01 +7.066997600264883772e-01 +7.047051583260852681e-01 +6.963170922915935535e-01 +7.080790465229185315e-01 +7.454606075280842958e-01 +6.951409671226258524e-01 +6.930767758993852112e-01 +7.368650214772642926e-01 +6.893711086458296222e-01 +7.231152837792720334e-01 +6.934178792102443367e-01 +7.021918493973089426e-01 +6.713106688456917936e-01 +6.930449380967402817e-01 +8.112948614475712361e-01 +7.396097442254543353e-01 +7.032164340018631776e-01 +6.908070753988297952e-01 +6.883445353397945610e-01 +7.388798239017404512e-01 +6.715960826793860861e-01 +6.800548418117031702e-01 +6.903360922615817685e-01 +6.691564455401746159e-01 +7.245841213301318362e-01 +6.970702963454087353e-01 +7.120276602863810922e-01 +7.109845757871227079e-01 +6.996652060300760922e-01 +7.083503482001205498e-01 +7.325996237820682211e-01 +6.848842935060375225e-01 +7.344252620231372930e-01 +6.782448682992026079e-01 +7.038881755046730859e-01 +7.291174389140628875e-01 +6.775199521746202436e-01 +7.116359685340967189e-01 +6.943931185225906688e-01 +7.145443999333309648e-01 +6.808590723037184489e-01 +6.910898279808890265e-01 +7.085985872661524354e-01 +7.061263449267869419e-01 +6.624477045505798856e-01 +6.814701772194453611e-01 +7.275452913930493537e-01 +7.109685887049295161e-01 +6.919875793537570985e-01 +6.912436444001244240e-01 +7.022680126249980503e-01 +7.397688147543206583e-01 +6.829749946058996102e-01 +6.858687244260437410e-01 +7.228088052548997666e-01 +7.130201948887489038e-01 +6.943028618268627383e-01 +6.649183678801406927e-01 +7.001996846238611738e-01 +6.919803379637414764e-01 +6.896078293803142856e-01 +6.927846546371725367e-01 +6.914850358020672161e-01 +6.973661106777484520e-01 +6.957283835216614420e-01 +7.185413204879580462e-01 +7.416440241503963193e-01 +7.387958370412377462e-01 +6.895108625532770930e-01 +7.171203056222523742e-01 +7.281708974617728813e-01 +6.782418836030785769e-01 +6.708993336277373487e-01 +6.680211083990883481e-01 +6.835230755588099782e-01 +7.552941770235648278e-01 +7.307700944872266291e-01 +7.109910428240695524e-01 +7.508255983804126288e-01 +7.372797848039240876e-01 +7.127247292827263436e-01 +6.841571495399207947e-01 +7.122072801434029543e-01 +6.944152916878820747e-01 +7.138719723226358838e-01 +6.827242009507301645e-01 +7.039240661596650739e-01 +6.852483399765461058e-01 +7.219777765619426191e-01 +7.004619482962866073e-01 +6.631615085801954024e-01 +6.867444338174522045e-01 +7.145502586303749126e-01 +6.879779333569118194e-01 +6.871272481881121053e-01 +6.938471377641590720e-01 +7.095713119745994391e-01 +7.009360248650153835e-01 +7.337392860245657289e-01 +7.574945459224764477e-01 +7.224313485474382901e-01 +7.220727098327799354e-01 +6.842837691915590881e-01 +7.055312838506750950e-01 +6.864912488686840675e-01 +7.249645770021970748e-01 +7.167320605341700457e-01 +6.938263035471550211e-01 +6.996213160459845426e-01 +7.303226807933214104e-01 +7.114799027947924515e-01 +6.695030932876306906e-01 +7.131994477485221751e-01 +6.981276168147800831e-01 +7.115503284612074708e-01 +6.519968648155227697e-01 +7.079542853966955818e-01 +7.121785755259324446e-01 +6.880162187905725091e-01 +7.026391060868348859e-01 +7.033643439393060248e-01 +7.115154628732085484e-01 +7.146063769735064852e-01 +7.020508875215938360e-01 +7.098577517526791780e-01 +7.097725656301818731e-01 +6.940175169524138710e-01 +6.513189974673352367e-01 +6.927418264447844365e-01 +6.761637343048789717e-01 +7.023073132007482400e-01 +6.862501920170984704e-01 +7.545592223895916106e-01 +6.824318334828234356e-01 +7.093150567453321287e-01 +7.133134936626248646e-01 +7.215612545603491412e-01 +6.835331268623576761e-01 +7.093150567453321287e-01 +7.089843104689421693e-01 +7.007829795291513619e-01 +7.023846547611896085e-01 +7.120930460626411218e-01 +7.054560896163835082e-01 +7.038289327595848022e-01 +7.011014259592016629e-01 +7.212653134458619775e-01 +7.393446049851419843e-01 +7.339814181082431332e-01 +6.865250795239745685e-01 +7.142922085542551258e-01 +7.027336069256833184e-01 +7.020426474302610131e-01 +7.444116305704469028e-01 +7.242177771463502722e-01 +6.885900312520050193e-01 +7.308116956548573739e-01 +6.935792446951012380e-01 +6.907242547984822068e-01 +6.987746165779711305e-01 +7.332139506690893427e-01 +7.230804983855989576e-01 +6.703032505806518770e-01 +6.820954266906369412e-01 +7.200605251284599717e-01 +7.295057771833626248e-01 +6.546534103393000237e-01 +6.758220371960526052e-01 +6.932273773241419690e-01 +7.290257647548088471e-01 +7.249645770021970748e-01 +6.862745013985218634e-01 +7.252921969476844311e-01 +7.470632823867688899e-01 +6.844505596190089136e-01 +6.749238640947581302e-01 +7.338188907695979424e-01 +7.168381248992332644e-01 +6.975249059213624037e-01 +7.074368234677201883e-01 +7.024643602479692106e-01 +7.127330840428740544e-01 +6.931546439270839244e-01 +6.982663150786549977e-01 +6.656877509152678840e-01 +7.241089516822682981e-01 +7.109086377625075670e-01 +7.058049825094343532e-01 +7.303226807933214104e-01 +6.899567690127739183e-01 +7.370914388935716488e-01 +6.699028223125438330e-01 +6.948041360434764613e-01 +7.079925895699119565e-01 +7.061009972329017614e-01 +7.041708540984856768e-01 +6.807839770643866473e-01 +6.576285875922778246e-01 +7.165674108948039134e-01 +7.023258106832415137e-01 +7.431019609238020962e-01 +6.736212690927985136e-01 +6.846071403511473363e-01 +6.928139867879963276e-01 +6.948171904519284681e-01 +6.803256567546895894e-01 +6.749080255536981099e-01 +6.497680705395438849e-01 +6.572385052419633666e-01 +6.749102002934606048e-01 +7.169047370942749353e-01 +6.966344923165479486e-01 +6.572385052419633666e-01 +6.794813033825093385e-01 +6.503344121142475842e-01 +6.935663655359363133e-01 +6.943682884607795813e-01 +7.257837056947309406e-01 +6.945761758059347812e-01 +7.031381108574237260e-01 +6.451209370646466823e-01 +7.161120544450838565e-01 +6.903008230274281232e-01 +7.135838138899472938e-01 +7.072400117004917774e-01 +6.938725985265321583e-01 +7.089944705777071476e-01 +7.194576818983335897e-01 +7.334267090229857899e-01 +7.248819488604212324e-01 +6.902531545403753910e-01 +6.835966687261745278e-01 +7.318088997507459226e-01 +7.194560262130380579e-01 +6.919599293730485101e-01 +8.112948614475712361e-01 +6.948614162263666572e-01 +6.670921914115979234e-01 +6.805566082517273685e-01 +7.307373830858381325e-01 +7.332139506690893427e-01 +7.025341013595891582e-01 +6.627264597840536453e-01 +7.139282492780623102e-01 +6.939398023988800901e-01 +6.796682004137508670e-01 +6.939115430410964791e-01 +6.695248575946592950e-01 +7.020415904184886813e-01 +6.885691991273219514e-01 +6.951845031462582369e-01 +7.144771555272839691e-01 +6.737266539423032441e-01 +7.025417326971279408e-01 +7.109251897893145156e-01 +7.192928956044966071e-01 +6.752677587747655252e-01 +7.145843452392952599e-01 +6.914649178864280543e-01 +6.901068550315798689e-01 +6.672534850582891863e-01 +6.803053993071159766e-01 +7.000988368849760946e-01 +8.112948614475712361e-01 +7.389157492417055551e-01 +7.158851443412075355e-01 +7.098961522304350069e-01 +6.803414490795063330e-01 +7.191314270467472625e-01 +7.649775615572522725e-01 +6.978626294965266652e-01 +6.800877944920173945e-01 +7.276678660813189481e-01 +6.970374869334605705e-01 +7.070932544924488639e-01 +7.642081269574703128e-01 +7.262593827815493341e-01 +6.912820904674106259e-01 +7.157404151491739697e-01 +7.296037468290137440e-01 +6.783436394168376182e-01 +7.025206538158670355e-01 +7.108209085588015341e-01 +6.885437467617663287e-01 +6.827935292788538391e-01 +7.330576801452401980e-01 +6.884935139259837911e-01 +7.031430734999588594e-01 +7.253322277069003121e-01 +7.008130393447729034e-01 +6.927687944732596748e-01 +7.208551725008440769e-01 +6.548143681969946783e-01 +7.246311867589838585e-01 +6.993891516586572266e-01 +7.239468148340009179e-01 +7.116872441104646896e-01 +7.132791682277286327e-01 +6.812295882491454790e-01 +7.138543476779304342e-01 +7.158451432038361872e-01 +7.002444410201036362e-01 +6.548650199141405892e-01 +7.168296244841343423e-01 +7.448165002647613164e-01 +6.946688829078055960e-01 +6.702917025675318996e-01 +7.072353062971288296e-01 +6.882248096199745646e-01 +6.933949796909217866e-01 +6.925358642058228043e-01 +6.838947910890524895e-01 +7.171898064731081490e-01 +7.472975107893304880e-01 +6.995879488338943020e-01 +7.986731922126573124e-01 +6.989617815858224503e-01 +6.765218265558345934e-01 +7.151764666717994601e-01 +7.122851158527083726e-01 +7.174080418162525064e-01 +6.955783341972505696e-01 +7.131484372385656911e-01 +8.112948614475712361e-01 +6.912972310096208162e-01 +6.978105744336247085e-01 +7.575086142715861115e-01 +6.954327971255125362e-01 +6.931337315491390427e-01 +7.239811314081094906e-01 +7.162227598584394173e-01 +7.187810845507982549e-01 +7.385418353724375606e-01 +7.024447127620945253e-01 +6.731466331524416091e-01 +7.055418188917741418e-01 +7.099433470192764162e-01 +7.282182770860075038e-01 +6.949178532938944386e-01 +6.781601540728416921e-01 +6.963992408178398819e-01 +6.889860070878484066e-01 +6.632559676329421450e-01 +7.208551725008440769e-01 +6.666551983493818057e-01 +6.883998328822968915e-01 +6.783361399618925702e-01 +6.847352360191010234e-01 +7.124916909735361514e-01 +7.189584748262163316e-01 +7.044176929072918369e-01 +6.672696802623931944e-01 +8.112948614475712361e-01 +6.957238940573446939e-01 +6.975805981882245987e-01 +6.937515591341707477e-01 +7.305857649544122978e-01 +7.132589059910898754e-01 +7.330394343392612200e-01 +6.952788928581483674e-01 +7.307700944872266291e-01 +6.858938219142771686e-01 +6.917159558042911272e-01 +6.963637408775582571e-01 +6.947819398656491785e-01 +7.234891350376884134e-01 +7.030388838171575117e-01 +7.415905240225910688e-01 +6.881688678325446062e-01 +7.153921394858144822e-01 +6.666240384355717197e-01 +6.894950282234972860e-01 +7.042841885229975674e-01 +7.132489520294029717e-01 +6.857940429794595616e-01 +7.020508875215938360e-01 +7.252161951401561168e-01 +7.187412888294169022e-01 +6.839272778154068533e-01 +6.988213049340643579e-01 +6.548635481345925768e-01 +6.919491020410077908e-01 +6.794034443007177515e-01 +6.937483596819618015e-01 +7.318042455006690261e-01 +7.171998479151682204e-01 +7.109685887049295161e-01 +6.880202362342657807e-01 +6.959115675248881416e-01 +7.297399832902655703e-01 +7.147030450119729039e-01 +7.130525985518829657e-01 +7.484436820513735711e-01 +6.905493265119062585e-01 +6.968426225700881105e-01 +7.025549953628882349e-01 +7.027783016249244952e-01 +7.168360414224039801e-01 +7.235278696915905527e-01 +6.787496388854137308e-01 +7.009897327181775495e-01 +7.033371579349108060e-01 +7.148466311848871158e-01 +7.138653767050087140e-01 +6.608058377337329148e-01 +7.379441746908028676e-01 +7.128862224783389934e-01 +7.360395644598796139e-01 +7.215890736070633693e-01 +7.084575060917259748e-01 +7.251840684523500613e-01 +6.948098452999857955e-01 +6.961360214757092990e-01 +7.107522510169133056e-01 +8.112948614475712361e-01 +7.038289327595848022e-01 +6.887314629654355258e-01 +6.910085839353357073e-01 +7.205787770616964849e-01 +6.736622998226522441e-01 +7.083230388337469208e-01 +6.978922209287787837e-01 +6.967355531285619463e-01 +6.778335456879105436e-01 +6.719082727208132155e-01 +7.021345779970360468e-01 +7.188676518917276326e-01 +6.813219396562359975e-01 +7.100441287742498275e-01 +6.595053087227071842e-01 +6.849418997321947700e-01 +6.936606369270776895e-01 +6.786870467498147264e-01 +7.023247661645370954e-01 +7.593078919733073917e-01 +7.067569928518864231e-01 +7.086277210141602723e-01 +6.973267541585954632e-01 +6.904376033963970372e-01 +7.034628522713433085e-01 +7.004588151730786194e-01 +7.061022647301058441e-01 +6.923224418781828149e-01 +6.702337491731356067e-01 +6.982540461071771176e-01 +7.024726539325669705e-01 +6.864986765945033653e-01 +6.826786712453127848e-01 +7.205749045894407345e-01 +7.090103693084728320e-01 +7.173966096528019420e-01 +7.034965713743090987e-01 +6.951024295981653722e-01 +6.943181540958320852e-01 +7.343347503466617354e-01 +7.103529079163806159e-01 +7.264681684779716875e-01 +7.146012627948294949e-01 +6.760466873365444940e-01 +6.833482489846929298e-01 +6.884400154199923350e-01 +6.685692716944160452e-01 +6.859646735911653082e-01 +6.871024817364883575e-01 +6.735435756297576404e-01 +7.036601927112258181e-01 +7.230368020398358908e-01 +7.410918319803450061e-01 +7.053890471847950039e-01 +6.545558245037526035e-01 +6.697524678639581452e-01 +6.763923022655262685e-01 +6.888783641803399860e-01 +7.147117210994338166e-01 +6.559016214329531635e-01 +7.290257647548088471e-01 +7.401367214988852083e-01 +7.169780956030606944e-01 +6.792657842869829210e-01 +7.198264090498653900e-01 +7.003509341559492896e-01 +7.717827909964327660e-01 +6.834395345557737755e-01 +6.947000226640689391e-01 +6.773315538381936562e-01 +7.100741278673936563e-01 +6.744587831333532790e-01 +6.881970197678199952e-01 +6.601343111513173767e-01 +6.980090833988370491e-01 +7.054310564391528260e-01 +7.098055323026777330e-01 +7.094911744978276147e-01 +6.748413296691424534e-01 +6.903850815548864261e-01 +7.176348432740695671e-01 +6.850630612876145165e-01 +6.976441285096797174e-01 +7.261886855420343068e-01 +6.825210048925995920e-01 +6.889232243613108153e-01 +7.059346600692535389e-01 +7.107785625585023581e-01 +6.598462584764703820e-01 +6.633047625791732571e-01 +6.866160995305392589e-01 +6.936274339071175632e-01 +8.112948614475712361e-01 +6.938648339392088360e-01 +7.131034579535580065e-01 +6.996073952128227802e-01 +6.652280221590061160e-01 +6.600947160910095590e-01 +7.017941479007276939e-01 +6.947948371854870686e-01 +6.992429093472765089e-01 +7.524633649836580673e-01 +7.360918064437171893e-01 +7.134411046629764996e-01 +6.910477601816893412e-01 +6.906149315053227156e-01 +7.181700547746530106e-01 +7.097729599982542936e-01 +7.241604546130844255e-01 +7.029380532643330071e-01 +7.067698763896785863e-01 +6.692454436181165534e-01 +6.954617782707188667e-01 +7.404855728632355749e-01 +6.835661574158891085e-01 +7.129553929899543618e-01 +6.953844957736095012e-01 +6.831779378889706322e-01 +6.673714391099849763e-01 +6.846793981544863072e-01 +6.507067151281162865e-01 +7.001051821955783794e-01 +7.216366668957903130e-01 +6.876932482439457317e-01 +7.171655062366681932e-01 +7.203208002257781573e-01 +6.746684181498139310e-01 +7.070775377581881571e-01 +7.201253993938223630e-01 +7.300481022234208694e-01 +7.619486192559321580e-01 +6.812249719775138601e-01 +6.939693549827197216e-01 +6.807252072749534477e-01 +7.287736827116333416e-01 +6.893775186459834003e-01 +6.791014930024061869e-01 +7.092483066800951974e-01 +7.089569086874405457e-01 +7.069318736005598680e-01 +6.981461801731470018e-01 +7.030077170070114789e-01 +7.257646520597162976e-01 +6.988638916216558528e-01 +7.169717175125853714e-01 +7.355034185272018021e-01 +6.810545279356716719e-01 +7.312756643204210150e-01 +7.397661043783116952e-01 +6.999387987833571856e-01 +7.085394525284272049e-01 +6.907756322898919166e-01 +7.210295630293472868e-01 +6.952941988554428576e-01 +7.221461696427269317e-01 +7.139492334206991586e-01 +6.692196611469611867e-01 +7.681839177363336546e-01 +6.714470608577016719e-01 +6.949502896814863107e-01 +7.153766973939426066e-01 +7.466180957324866085e-01 +6.760669838247110874e-01 +7.130263176857951635e-01 +7.042686197969203477e-01 +7.021203883109521371e-01 +6.952481712371607614e-01 +8.112948614475712361e-01 +7.143588500619841852e-01 +7.500096385627657014e-01 +7.201124722400251699e-01 +7.146012627948294949e-01 +7.092433558008828243e-01 +6.919281549961837641e-01 +6.571844883052335717e-01 +7.235258822501151599e-01 +6.815933760888412962e-01 +7.150679543777727076e-01 +7.243557606625685708e-01 +7.296696480741857727e-01 +6.996917542677856261e-01 +6.919769167149212308e-01 +7.307700944872266291e-01 +6.955926493208437478e-01 +6.842723291991603674e-01 +7.040860169851370642e-01 +7.126569302793654970e-01 +6.893285900781123132e-01 +7.208551725008440769e-01 +6.908953722633981442e-01 +6.862759316788924480e-01 +7.459061843921332979e-01 +7.109470640520498819e-01 +7.141308078607622178e-01 +6.942616772059082564e-01 +6.917282087737817164e-01 +7.130691243192188722e-01 +6.828935434875589294e-01 +6.371653736917366473e-01 +7.230430338016944347e-01 +6.790732728202755197e-01 +7.206274505423380106e-01 +6.891840079461601931e-01 +7.295922539712975663e-01 +7.174974272424847754e-01 +7.344956683069199244e-01 +6.941649616463934080e-01 +6.666917048480272001e-01 +6.826401613412897973e-01 +7.173966096528019420e-01 +7.170150024118626675e-01 +7.104682742484627056e-01 +6.601984914268328453e-01 +7.427789000292506216e-01 +6.979291666598328447e-01 +7.094182987327428691e-01 +7.199066912534348717e-01 +7.012016069824298370e-01 +6.817237270431562024e-01 +7.061312739337282096e-01 +7.055657849926575409e-01 +6.878021906523414941e-01 +7.326658460460677702e-01 +7.262613490985003750e-01 +6.860893891859660698e-01 +6.954441770225372466e-01 +6.963497287676716496e-01 +7.233674824954334781e-01 +7.153832786364375806e-01 +6.839007124249363301e-01 +7.075647969140916871e-01 +6.834395345557737755e-01 +6.660062355875027151e-01 +7.051711571155863112e-01 +7.101663377526463705e-01 +7.153648376161783062e-01 +6.617041931776057595e-01 +6.907251179757842863e-01 +6.666651286565041801e-01 +6.935268929389977188e-01 +6.974367470715989725e-01 +7.228088052548997666e-01 +7.011138114299377833e-01 +6.964984342541526985e-01 +7.388094780702161302e-01 +6.809166575193827953e-01 +6.884168361040821082e-01 +6.680341066347210699e-01 +6.765218265558345934e-01 +7.231480421883063059e-01 +6.615202507164354984e-01 +7.040513059743744861e-01 +7.413418980639292499e-01 +7.031627825432664736e-01 +6.834976557304592859e-01 +7.084612776006693480e-01 +8.112948614475712361e-01 +6.992265169702989169e-01 +6.970451993093575993e-01 +7.040899174593349130e-01 +6.888528787964673938e-01 +7.053636615290344025e-01 +7.052783637667303651e-01 +7.042049421264735543e-01 +7.228347108112629371e-01 +6.806453642274448157e-01 +7.218373334051904067e-01 +6.918128377528915962e-01 +6.956439500427435974e-01 +6.980979618444607127e-01 +6.981486787813651063e-01 +6.418461654574514341e-01 +6.747461769999318904e-01 +7.132314725877719752e-01 +6.890943761277839030e-01 +7.046412486939601649e-01 +6.812750089148664756e-01 +6.843555992437515556e-01 +6.850204392761582994e-01 +7.735388233999671570e-01 +7.099428753103822487e-01 +6.927371538319491151e-01 +6.971193715261847501e-01 +7.085730176026814320e-01 +6.864296105155389682e-01 +7.246873174826262698e-01 +6.728750946948309775e-01 +7.642081269574703128e-01 +6.957320874947470202e-01 +7.059549134225804323e-01 +6.821556889056950013e-01 +7.038597720880872544e-01 +7.173519966851387153e-01 +7.142008141953439804e-01 +7.084032183933430815e-01 +7.188958107276448573e-01 +7.171520619131683816e-01 +6.723823033985212305e-01 +6.758442303454188504e-01 +7.038289327595848022e-01 +7.023846547611896085e-01 +6.983192735882610691e-01 +6.670290128525167006e-01 +6.910152892580541106e-01 +6.489159826332340231e-01 +7.116088719055468914e-01 +7.042171050578289737e-01 +6.956150146148800673e-01 +6.714292601259543858e-01 +6.924266220773063196e-01 +6.972995383085205390e-01 +7.140247321742805298e-01 +7.187139442973773384e-01 +7.077180449496616177e-01 +6.958554398137124508e-01 +7.190339908846254957e-01 +6.646143943487174965e-01 +6.985502862063768248e-01 +6.867325217675670501e-01 +7.122851158527083726e-01 +6.882896096596056168e-01 +6.963754439787663841e-01 +7.194319042158454636e-01 +6.761747255646923804e-01 +7.286030692706191303e-01 +7.098961522304350069e-01 +7.077208930472096426e-01 +7.041932697568000776e-01 +6.777943988460890523e-01 +7.238062351860889976e-01 +7.030054380179180384e-01 +6.990030452537752126e-01 +7.413871981146442636e-01 +6.955016453234890150e-01 +6.703641315816781798e-01 +7.039478306245783301e-01 +7.151719812295596057e-01 +6.949827520946740833e-01 +6.913301917118346296e-01 +7.427104544648415185e-01 +6.905318102909632216e-01 +7.079555139942286246e-01 +7.053136768835770454e-01 +7.066995997377745198e-01 +7.185299411237764389e-01 +6.544449089708024303e-01 +6.936602023825457763e-01 +7.249645770021970748e-01 +7.232065237458797924e-01 +6.560042476673757506e-01 +7.014955292709501578e-01 +6.915173775536018752e-01 +7.360198821780201683e-01 +7.128188137123032675e-01 +6.804265368237807365e-01 +7.150361798455122653e-01 +7.137276961273002485e-01 +6.585537844082480774e-01 +7.193526174104185600e-01 +7.198665617416963869e-01 +6.955132421465535231e-01 +7.156469058587759946e-01 +7.005276333838921232e-01 +7.025868996206199313e-01 +7.598146550825717327e-01 +7.055912752575679292e-01 +7.031290276299344555e-01 +7.009091585034425975e-01 +7.000260224604986092e-01 +6.873078336483331441e-01 +7.066350724157430818e-01 +7.238800403014522544e-01 +7.000260224604986092e-01 +6.999104018762949408e-01 +7.003951814285542810e-01 +7.079096155867148354e-01 +7.097764748176977889e-01 +6.915837286846340248e-01 +7.009026086908249908e-01 +8.112948614475712361e-01 +7.000260224604986092e-01 +7.259946892128006368e-01 +6.980134133480575542e-01 +6.928906607235632009e-01 +6.734598716695145981e-01 +7.133179340886570685e-01 +7.040906996342286561e-01 +6.940706104382527997e-01 +7.171253625171729595e-01 +6.966272462560780809e-01 +6.862393028444486731e-01 +7.053105993047594779e-01 +6.903423927360634593e-01 +7.332422951429435898e-01 +6.922309263697314918e-01 +6.854600969467128380e-01 +6.891541775158813721e-01 +6.969489326435152066e-01 +6.997586561576270014e-01 +7.398596177222742654e-01 +7.065779090672243967e-01 +6.922352621121277139e-01 +6.927303428569118182e-01 +6.904928888281745003e-01 +6.918550111596282193e-01 +7.622985682882017500e-01 +6.863244604196907517e-01 +7.462392512636242259e-01 +7.119231474650149494e-01 +6.855606146695549796e-01 +6.641272809838270064e-01 +7.058372610680905268e-01 +6.972010859844317565e-01 +7.339551703329725285e-01 +7.110577110616311813e-01 +7.330394343392612200e-01 +6.761466861699148012e-01 +6.932055281350812947e-01 +6.579416143127971850e-01 +7.107026319613254373e-01 +7.262049574562468024e-01 +7.078784686340284793e-01 +6.833653618268016317e-01 +7.150492673794133225e-01 +7.222423137559133011e-01 +6.833806059261320343e-01 +7.323907097946573685e-01 +6.886374622154889380e-01 +7.347997921032458635e-01 +6.836143835101893274e-01 +7.052707604121302154e-01 +6.913494074956219038e-01 +7.312924500654247595e-01 +7.015741189243129838e-01 +7.141039660764789687e-01 +7.049404623515158619e-01 +7.082393214552240579e-01 +7.020261673549939019e-01 +6.948167401237910212e-01 +6.583220937297085129e-01 +7.500678571133327921e-01 +6.763612235240401560e-01 +6.590847026606070358e-01 +6.945873530398856133e-01 +7.144771555272839691e-01 +7.192973045020352174e-01 +7.374370296658199209e-01 +6.566737316712192296e-01 +7.303053067232951889e-01 +7.227612516214421134e-01 +7.122803306303353565e-01 +7.098055323026777330e-01 +7.081903535636087099e-01 +7.300415579973105196e-01 +6.751455109041302194e-01 +6.894035914820442201e-01 +6.854577471842659975e-01 +7.125143829883100466e-01 +6.793600544799218710e-01 +6.756520439524678068e-01 +7.054281689997239368e-01 +7.064252368207348809e-01 +6.907756322898919166e-01 +7.204869354137244386e-01 +6.959350616456063676e-01 +6.753609877658348637e-01 +7.281808106074976195e-01 +7.009399286666351259e-01 +7.096914210483120655e-01 +7.101217963146595480e-01 +6.910370895438546768e-01 +7.086822243194745852e-01 +6.891991340603169647e-01 +7.078348445284703416e-01 +7.110204717182213585e-01 +6.871519292251022648e-01 +6.748407865687156004e-01 +6.914984490300781772e-01 +6.870132892573010963e-01 +7.002508041287853757e-01 +6.832761848795598780e-01 +6.894035914820442201e-01 +7.148793554806438522e-01 +7.039629079082629914e-01 +6.452733479371914882e-01 +6.980969160348706737e-01 +7.194319042158454636e-01 +6.934943175620631450e-01 +7.065660684647738776e-01 +6.805359730646074468e-01 +6.199784174194604702e-01 +6.851345635697470016e-01 +7.049674210368763738e-01 +7.025742740185165758e-01 +6.791801239739641005e-01 +7.149584159717861098e-01 +7.108810497186581756e-01 +6.937864539119900087e-01 +7.077338315258785428e-01 +6.590847026606070358e-01 +6.983650685263285141e-01 +6.805347909795642636e-01 +7.064882699431365154e-01 +6.850457942066867645e-01 +7.101103316413102107e-01 +7.142902620770144040e-01 +6.959538718511879551e-01 +7.281022414587283720e-01 +6.983650685263285141e-01 +7.155684849911736478e-01 +7.016531870233961854e-01 +6.752247225485348281e-01 +6.723430688045581860e-01 +6.671778430250014935e-01 +7.314595305165383365e-01 +7.027384592914458494e-01 +7.013008040816899324e-01 +7.190161889037511855e-01 +7.285062775842092719e-01 +6.994504037911326577e-01 +7.067576750242707817e-01 +7.071065034584265163e-01 +7.524633649836580673e-01 +7.337215916943335969e-01 +6.891490279188019485e-01 +6.367317964630601068e-01 +6.732760268734807596e-01 +7.094072190267155520e-01 +6.933625974394317382e-01 +7.605425542920585258e-01 +7.264735453937021248e-01 +7.114515709690394374e-01 +6.894456482019108989e-01 +6.737797520076114210e-01 +7.114026065255956155e-01 +6.926285817360806618e-01 +7.051944863972252620e-01 +7.072203972322270715e-01 +6.877914665301432251e-01 +7.070743446181069203e-01 +6.983252231376582131e-01 +7.067296656390880116e-01 +6.927512212284128168e-01 +7.225855850195799235e-01 +7.131343867366481959e-01 +7.000344951656316539e-01 +7.238800403014522544e-01 +6.823145242405033173e-01 +7.089569086874405457e-01 +6.860573881707807686e-01 +6.998746167661025197e-01 +7.274585810449210044e-01 +6.724985832194150248e-01 +6.827198537790408750e-01 +7.366060854762395138e-01 +6.849957257039420710e-01 +7.130691243192188722e-01 +6.939813021951408700e-01 +6.875150751513743330e-01 +7.065068880519902450e-01 +7.151633058123465503e-01 +7.244481190446450114e-01 +7.271242340936439064e-01 +6.920286555072223678e-01 +6.917281543658049259e-01 +7.114762241260876863e-01 +6.640212415669637380e-01 +7.090602667534966486e-01 +7.693471750547615784e-01 +7.052715297789333704e-01 +7.135047940877967676e-01 +6.913101499395608585e-01 +7.191598239440892826e-01 +6.688831480070902558e-01 +6.967625954167147029e-01 +7.002038138570156889e-01 +6.811973133362059230e-01 +7.495149489386676578e-01 +7.081605103408392665e-01 +6.800379411787105255e-01 +7.386682837479341401e-01 +7.251793309633782769e-01 +6.896526708349313139e-01 +7.458876282567103999e-01 +7.181270180827539207e-01 +6.543177318003401410e-01 +6.861534596528073848e-01 +6.932815379143164591e-01 +6.925769062229214512e-01 +6.989246935233666136e-01 +7.256615332818583397e-01 +6.918309127346304876e-01 +7.197688663749737259e-01 +6.859001913237392500e-01 +7.108334372422078218e-01 +6.588318051068426939e-01 +6.851944461802403907e-01 +6.942109912166074537e-01 +6.984763089023147131e-01 +7.189232633984410370e-01 +7.246702096143735616e-01 +6.728248064826090058e-01 +6.862095829640324496e-01 +6.815378649828929269e-01 +7.052937956344109693e-01 +7.121785755259324446e-01 +6.838570766744496154e-01 +7.019888793057802445e-01 +7.009254109193250315e-01 +6.899882616635650834e-01 +6.957716183793891673e-01 +6.897243249985152147e-01 +7.377978554510242759e-01 +6.951575522563686604e-01 +6.979291666598328447e-01 +6.951667023156744563e-01 +6.915758848687758586e-01 +6.896613160660223230e-01 +7.056420157515717051e-01 +7.374370296658199209e-01 +6.745556746975864826e-01 +6.979291666598328447e-01 +7.199062992880840284e-01 +6.912436444001244240e-01 +6.892160626341663487e-01 +7.453691028900024662e-01 +7.166548595222721474e-01 +6.977940047134936208e-01 +6.892909086710261590e-01 +6.891558689878110044e-01 +7.125532108254120089e-01 +6.899567690127739183e-01 +6.810638226466991796e-01 +7.324209256364397902e-01 +7.014447125594784893e-01 +6.782691359029939804e-01 +6.976565738336404365e-01 +6.849298478372247700e-01 +6.893305411518966253e-01 +6.870589969338780634e-01 +6.640099386303717210e-01 +6.949502896814863107e-01 +6.774936477541686486e-01 +7.024973663970612847e-01 +7.482564331391188261e-01 +7.249645770021970748e-01 +6.646487051015981251e-01 +7.035953194191648663e-01 +6.972002374602794816e-01 +6.987445781031169645e-01 +6.773952473652471440e-01 +7.236303571692488390e-01 +6.781506309361446938e-01 +7.093150567453321287e-01 +7.926835963779268468e-01 +6.992732593167829691e-01 +6.885509955340225474e-01 +7.458085691434490627e-01 +6.982678847601206940e-01 +7.270578310933473176e-01 +7.244037996844596705e-01 +6.975217160563218499e-01 +7.002347560545771898e-01 +7.062799411761275792e-01 +7.068307422022996889e-01 +7.368650214772642926e-01 +7.191729659731578295e-01 +7.121831869598054254e-01 +7.267293532362657515e-01 +6.799165165818124024e-01 +7.232301952233299858e-01 +7.142902620770144040e-01 +7.193264234111751421e-01 +7.098915121894719960e-01 +6.584542359235499021e-01 +7.024585329854176052e-01 +7.332139506690893427e-01 +6.967880532130052984e-01 +6.952302704713346770e-01 +8.112948614475712361e-01 +7.234397823795646332e-01 +7.057492466007246890e-01 +6.884062878942245334e-01 +7.004234491370766591e-01 +6.765218265558345934e-01 +7.206748675446057462e-01 +7.158439426642715375e-01 +7.307700944872266291e-01 +7.080804684318593445e-01 +7.388094780702161302e-01 +7.134681829543083609e-01 +7.434474690288261911e-01 +6.983606671343167704e-01 +7.377755938240966316e-01 +6.989244489582659980e-01 +7.121621399031781152e-01 +7.201123271249585400e-01 +6.949502896814863107e-01 +7.255414742288692764e-01 +6.953490168753191369e-01 +6.807154937074599843e-01 +6.794846578874143006e-01 +6.981588186165552656e-01 +6.775423989426982985e-01 +6.945810835283765527e-01 +7.072693401256842094e-01 +6.910945535598145284e-01 +7.172876985398630723e-01 +6.955084352677260995e-01 +7.267863302476413878e-01 +6.851291033426321064e-01 +7.063017923790440022e-01 +7.098086343583318580e-01 +6.937244527167294450e-01 +6.776747009573966807e-01 +7.388855036080741456e-01 +7.122332335820331650e-01 +6.583910284217395770e-01 +7.311503456736261342e-01 +6.720629022060506941e-01 +6.997958595736974985e-01 +6.997156473935035592e-01 +7.107491103268372967e-01 +7.118085846756585511e-01 +6.741435341586026198e-01 +7.393775808130200744e-01 +6.804922560015427280e-01 +7.087897640898894736e-01 +6.858187877071415528e-01 +7.266324359727818205e-01 +6.707529776277496580e-01 +7.075778580736766799e-01 +6.924079586598281821e-01 +6.936136774360974755e-01 +6.949502896814863107e-01 +7.149123527588088223e-01 +7.036628612936652871e-01 +7.017640591805758277e-01 +7.024847323866794113e-01 +7.182693911842150669e-01 +6.625233264543624045e-01 +7.085858892115055596e-01 +6.806413672236502066e-01 +7.095229427482863116e-01 +6.957046235035591053e-01 +7.099224236898322715e-01 +6.864718978604926747e-01 +6.990824121621059817e-01 +7.193747494370583695e-01 +6.782448682992026079e-01 +6.859256150561705567e-01 +7.166723728262169857e-01 +6.988046913610190813e-01 +6.897780166951577030e-01 +7.031686464004991421e-01 +6.379204705231416028e-01 +6.985691856223184004e-01 +7.056504807199317497e-01 +7.027565315224109099e-01 +6.919607713387492254e-01 +6.858906408104772368e-01 +7.332139506690893427e-01 +6.614847325191561822e-01 +7.493383053656401671e-01 +7.014462700643804283e-01 +7.286057702411454784e-01 +6.949666384876564962e-01 +7.020381432233619989e-01 +6.869101539137147938e-01 +7.023819605907561936e-01 +7.236828824760124235e-01 +6.891543925490566380e-01 +7.246702096143735616e-01 +7.340125886069408523e-01 +7.095509175947398717e-01 +7.155878547724512373e-01 +6.936058949829515541e-01 +7.107366573486046946e-01 +7.098400047944721791e-01 +7.000260224604986092e-01 +6.854092825121114174e-01 +6.763170434789245178e-01 +6.893274237418651751e-01 +6.815554031633013210e-01 +7.342048042996083268e-01 +6.786215854347261711e-01 +6.412905745715420380e-01 +6.882002925458436948e-01 +6.922253668416686878e-01 +7.347379055538638681e-01 +7.410462983487704491e-01 +6.887769659914582121e-01 +7.377755938240966316e-01 +6.991739638653413635e-01 +6.863097485260283293e-01 +7.026174394795674516e-01 +6.630716531437954586e-01 +6.888247596533503270e-01 +7.100883367747030661e-01 +6.844950928287047986e-01 +6.853031409380392347e-01 +6.865434650778965420e-01 +8.112948614475712361e-01 +7.009172701880075351e-01 +6.973223120035854095e-01 +7.082308830976131730e-01 +7.269321558409558293e-01 +7.226023950159543574e-01 +6.836939946119358069e-01 +7.032257095617353571e-01 +7.107483402006593565e-01 +6.844487210872145511e-01 +7.027895236184420469e-01 +6.957998783607592941e-01 +7.138651747497277711e-01 +7.091448486804736717e-01 +6.866698200727938683e-01 +7.072870787383607194e-01 +6.988052810697311656e-01 +7.267698787977536767e-01 +7.263871759047333398e-01 +6.858231417393980678e-01 +7.125772623182982102e-01 +6.996664903821994130e-01 +7.223159290488823103e-01 +6.609391427647182127e-01 +6.912261973667241932e-01 +6.831006956907614835e-01 +7.253869659858125374e-01 +7.295922539712975663e-01 +7.078814871973193590e-01 +6.784000636855935795e-01 +7.262249676780641039e-01 +6.901871342008902843e-01 +7.183547098358431526e-01 +6.986956656696392542e-01 +7.066761361023736754e-01 +7.027377356305848366e-01 +7.063017923790440022e-01 +6.882350938876484747e-01 +7.236024037145298848e-01 +6.970723932536770917e-01 +6.802585709749067178e-01 +7.216348150580813581e-01 +6.842639152188425555e-01 +7.250806002856435839e-01 +8.112948614475712361e-01 +6.677093549872310518e-01 +7.268351150485159451e-01 +7.387958370412377462e-01 +7.366953266717857218e-01 +6.810564985875515731e-01 +6.880070675571943184e-01 +6.882915685265800221e-01 +7.127201972042840339e-01 +7.124922070328238988e-01 +7.051401383610738094e-01 +7.235063094230902436e-01 +6.865868255837668244e-01 +6.858863555406387036e-01 +6.856819558056486130e-01 +6.955746350605878092e-01 +7.098055323026777330e-01 +6.989699650298746292e-01 +6.541869049764059696e-01 +7.011978436770860412e-01 +6.945683110762956858e-01 +7.029020279125290926e-01 +6.914081776680092162e-01 +7.034864723633091899e-01 +7.081638708932089799e-01 +6.964693038172882211e-01 +6.735223646649757256e-01 +7.291694431609840876e-01 +7.181744916520926836e-01 +7.499299088500919197e-01 +7.109284850505375175e-01 +7.045805907340394469e-01 +6.998932815727414436e-01 +7.274236893029808471e-01 +6.712732753267118824e-01 +7.020204064821271572e-01 +6.959423820831531771e-01 +6.934909543230460827e-01 +7.433602642032788310e-01 +7.428630209082669467e-01 +7.401988273445709865e-01 +7.043370868210558911e-01 +7.016648507851641625e-01 +7.210600918454588282e-01 +7.196414037697422827e-01 +7.059175286054006904e-01 +6.780210993162683053e-01 +6.420357525350866013e-01 +6.771738970720662110e-01 +7.191054142010528949e-01 +7.083373692255889864e-01 +7.112188608360412445e-01 +7.293227204501491201e-01 +6.901658400010930450e-01 +6.683459130604632037e-01 +6.899567690127739183e-01 +7.201989346708330686e-01 +7.084709247207854332e-01 +7.352369507620970523e-01 +7.070433752539599936e-01 +6.933750945669459043e-01 +7.121785755259324446e-01 +7.093370477724150192e-01 +7.082235483523007247e-01 +6.769186302668757094e-01 +6.812249719775138601e-01 +7.007962817064878891e-01 +7.241436663559355225e-01 +6.916853232462543133e-01 +6.853935800065897865e-01 +7.020192602326744691e-01 +7.242593344947678702e-01 +7.045026723692124904e-01 +7.182659566232061366e-01 +8.112948614475712361e-01 +6.780010695882410232e-01 +7.103695814163017985e-01 +6.910085839353357073e-01 +7.497776902087380790e-01 +6.987323198213957198e-01 +7.038744583292597667e-01 +7.342073434671334553e-01 +7.168306994814699351e-01 +6.813845801443747519e-01 +7.098961522304350069e-01 +6.859407920661695357e-01 +7.071728908539327563e-01 +6.962370702598192906e-01 +7.136866805579487050e-01 +6.581355353281566067e-01 +7.435781566463433023e-01 +7.085649981353370208e-01 +6.727645746519854697e-01 +7.000260224607899318e-01 +6.937142435298468968e-01 +7.386682837479341401e-01 +6.850403841051075915e-01 +7.216366668957903130e-01 +6.553744533043044385e-01 +6.903180220432716396e-01 +6.762281393463638324e-01 +7.080511284039516795e-01 +6.857403435300994943e-01 +7.087163749303115878e-01 +7.149450939917940673e-01 +6.808157578302242996e-01 +7.330394343392612200e-01 +7.145487489862674124e-01 +7.233115071902176396e-01 +7.160229602690080242e-01 +6.858863555406387036e-01 +7.556436422293444366e-01 +7.434184263221936817e-01 +6.994426272202005634e-01 +7.367384847654605551e-01 +7.166766187111583974e-01 +6.941087467323896476e-01 +7.156550761518403192e-01 +7.135277833838884476e-01 +7.211411214477152498e-01 +7.233143514183666412e-01 +7.207159999730521349e-01 +6.225625297954167081e-01 +6.877058399898317020e-01 +6.879791873002574221e-01 +7.575275813290005544e-01 +7.233115071902176396e-01 +7.087240664566465398e-01 +6.741986917126752132e-01 +6.859175199737279627e-01 +7.110878531598530117e-01 +6.811858345927106484e-01 +6.971956821603200183e-01 +6.843778522894510274e-01 +6.988712216217329853e-01 +7.198442247052696530e-01 +6.866160995305392589e-01 +7.579022910486514775e-01 +7.103768781946442346e-01 +6.556489492176211797e-01 +7.180540871191851693e-01 +6.880433500947304992e-01 +7.346583669185804411e-01 +7.251790093517911373e-01 +7.083169976300638382e-01 +7.605425542920585258e-01 +6.847614074883310309e-01 +7.244262132385159703e-01 +6.966724646520390252e-01 +7.212818316836617782e-01 +7.183994194886977880e-01 +6.928286963232821449e-01 +6.709645982397347552e-01 +7.028550223783227580e-01 +7.076060511447224144e-01 +8.112948614475712361e-01 +6.950410690640964617e-01 +6.508929433982615365e-01 +6.884768613702050288e-01 +7.627952576741350299e-01 +7.249645770021970748e-01 +6.922807641374113530e-01 +6.904864422056533613e-01 +7.146012627948294949e-01 +6.827719897116182324e-01 +7.013765962961073797e-01 +6.895683136033738947e-01 +7.455186817382006836e-01 +6.977940047134936208e-01 +7.365241290956774378e-01 +7.045694648146323402e-01 +7.041110503728162939e-01 +6.862628493314844036e-01 +6.888214513135011430e-01 +6.648656508392321030e-01 +7.206725120959163178e-01 +6.791171232485737619e-01 +6.890083972569698290e-01 +6.962958467288515862e-01 +6.815312216141578006e-01 +6.672839928534202159e-01 +6.961758994660556255e-01 +6.951808377306534226e-01 +7.064363553340697877e-01 +6.914989942305993509e-01 +6.948294803772441242e-01 +6.907771753135989456e-01 +6.599324043754251079e-01 +7.233611243989770401e-01 +7.059674377468994066e-01 +7.051071334206611141e-01 +7.040348198667913948e-01 +6.968939492928001300e-01 +6.632033381849637976e-01 +7.254754981175324247e-01 +7.126829234526539381e-01 +7.129036478521015852e-01 +7.089196875257002262e-01 +6.803430104589196503e-01 +6.770125823024599754e-01 +7.106021312465955475e-01 +7.009026086908249908e-01 +7.575275813290005544e-01 +6.729054198322756974e-01 +6.815032507357940972e-01 +7.359579566496847747e-01 +6.997267385726431144e-01 +7.240837777572508571e-01 +7.005165319058477280e-01 +8.112948614475712361e-01 +7.017814657418526281e-01 +6.882619779281498040e-01 +6.733634448570740005e-01 +7.120166852844604932e-01 +6.704710860243139336e-01 +7.115915201107583243e-01 +7.358442162765470584e-01 +7.214704639180240520e-01 +7.080790465229185315e-01 +7.274945187454449069e-01 +7.040906996342286561e-01 +6.918022653937683231e-01 +7.044617094065230845e-01 +7.095573034811906155e-01 +7.605425542920585258e-01 +7.008266015138815419e-01 +6.670777670266474502e-01 +7.063017923790440022e-01 +6.730101585026915245e-01 +6.715978911868489831e-01 +6.792333130705543454e-01 +6.592142432066410151e-01 +7.069545987395358111e-01 +6.873485742039093793e-01 +6.920090767017015310e-01 +7.082381453550965489e-01 +6.957320874947470202e-01 +8.112948614475712361e-01 +7.186895921569274037e-01 +6.911560486631387334e-01 +6.916913948673837353e-01 +6.830773263580596222e-01 +7.036572709929984626e-01 +7.203367391170090173e-01 +7.412381123444760078e-01 +7.459904592396569001e-01 +7.488051710655270199e-01 +6.690980533826191845e-01 +6.737023034556770540e-01 +7.137003043591647611e-01 +6.932782846970511059e-01 +7.364679871467814110e-01 +7.986731922126573124e-01 +6.843011279253445878e-01 +7.001368436857333677e-01 +7.156064305839322515e-01 +7.069923255338892432e-01 +7.249645770021970748e-01 +6.903180220432716396e-01 +7.208907175493841635e-01 +7.251129173197554678e-01 +7.430483636260944991e-01 +7.135479609659043376e-01 +6.902600844770034882e-01 +6.708652146340767786e-01 +6.776104860889660131e-01 +6.813154649963308884e-01 +6.930754721474272628e-01 +7.251124574905212228e-01 +7.040812283792945436e-01 +7.387447194737504219e-01 +7.026278724924139851e-01 +6.592626716960268141e-01 +6.948826105527530217e-01 +6.938035570211411596e-01 +6.865818425777376888e-01 +7.024837740889005033e-01 +7.052891953766504685e-01 +6.791889028722479793e-01 +7.158247668928510166e-01 +6.665057437444374955e-01 +7.026907168545264426e-01 +6.913475441001040167e-01 +7.305798580092286443e-01 +6.881274541814192958e-01 +6.987201341996680526e-01 +7.024853755109532472e-01 +7.159087703687774251e-01 +7.223003751619216928e-01 +6.990737793968619940e-01 +6.937627035860600699e-01 +6.838648665883653166e-01 +6.770357473608825671e-01 +7.067891236873080629e-01 +7.130557214250643483e-01 +6.899887905308546010e-01 +6.560749361500342047e-01 +6.683733992233698018e-01 +6.797240732896199233e-01 +7.075528737298562021e-01 +7.423441178867946633e-01 +6.615768427370554150e-01 +7.067767961129405307e-01 +7.076239922975631202e-01 +7.104672583065294589e-01 +6.856012599794638618e-01 +7.096574819589918093e-01 +6.953961510190822537e-01 +7.104793938938485098e-01 +6.854541755612686416e-01 +6.951845031462582369e-01 +7.250853568445805308e-01 +6.965576359676504126e-01 +6.812404164608878432e-01 +6.912436444001244240e-01 +6.499623066407167471e-01 +6.778694423889319864e-01 +6.986758680507207941e-01 +7.172747195910389451e-01 +7.266583971831011013e-01 +7.141773497309316099e-01 +7.012170873369214519e-01 +8.112948614475712361e-01 +7.129819862757571514e-01 +6.662362644426593761e-01 +7.015279135428542645e-01 +6.812281857428814646e-01 +7.063017923790440022e-01 +6.992148908861537393e-01 +6.691262433995603942e-01 +6.867276354204676636e-01 +6.920944720962509678e-01 +6.720998718906230351e-01 +6.633175995987414808e-01 +7.368573632514525684e-01 +6.830705816970663591e-01 +6.777786976410524744e-01 +6.962516357480268425e-01 +6.935369163362636868e-01 +7.213848011268808591e-01 +6.966189550696597621e-01 +7.003145261360756990e-01 +7.134701731219479370e-01 +7.008533432033914323e-01 +7.395606073609144460e-01 +6.988396936846683616e-01 +7.047919147158197006e-01 +7.094169610051608288e-01 +7.289698470516583484e-01 +7.093150567453321287e-01 +6.896718507400407816e-01 +7.098055323026777330e-01 +6.947379109827949151e-01 +7.017471793042417971e-01 +7.183264643418283413e-01 +6.658986370187918169e-01 +6.938857292143367772e-01 +7.068502086307333343e-01 +7.433753171631494183e-01 +7.221461696427269317e-01 +7.121744739278099701e-01 +6.698397921567291746e-01 +6.840093934758968430e-01 +7.060605748210946331e-01 +6.784809063672270213e-01 +6.961172083247717524e-01 +6.896823646372993721e-01 +6.913301917118346296e-01 +6.746337635968870927e-01 +6.892612104629378678e-01 +6.915610323957039896e-01 +6.741508267602895899e-01 +6.697622218057475152e-01 +6.390509322021884486e-01 +7.013514897161527983e-01 +7.054541196507031486e-01 +6.897673897215739203e-01 +7.146972751727886930e-01 +7.087412493922151668e-01 +7.283412264826552018e-01 +7.511013364117218316e-01 +7.031257178802654551e-01 +7.224614473435124751e-01 +6.951845031462582369e-01 +6.892612104629378678e-01 +6.705574636629663132e-01 +6.754415426105140341e-01 +6.949502896814863107e-01 +6.759811768321668524e-01 +7.524633649836580673e-01 +7.332139506690893427e-01 +7.072826605131581346e-01 +6.871850528293350635e-01 +6.980825659311449272e-01 +7.127195307035378846e-01 +7.087286957300804602e-01 +7.031681659239623627e-01 +6.938857292143367772e-01 +7.137949944251218426e-01 +6.743344177616990009e-01 +6.560173246966343186e-01 +6.725401791387710659e-01 +6.783591257195880075e-01 +6.984377103647645413e-01 +7.038305088351251015e-01 +7.152862884399482368e-01 +7.075804679463075786e-01 +7.255028495771682628e-01 +7.032604229031207410e-01 +6.826886839070880342e-01 +6.911117048442676492e-01 +6.932554235657022446e-01 +6.864389787396518727e-01 +7.430341863464136054e-01 +6.802244182117931359e-01 +7.717827909964327660e-01 +6.952282533347329263e-01 +7.334289447541131324e-01 +7.238800403014522544e-01 +7.127916585023399421e-01 +7.055853170026722410e-01 +6.925769062229214512e-01 +7.174833925709620530e-01 +7.040293438866882525e-01 +7.179830177277253256e-01 +6.826917154632283768e-01 +7.213374764628461833e-01 +7.071639674163847644e-01 +7.109623643860203401e-01 +7.230368020398358908e-01 +7.076414056219633153e-01 +6.955345916104889170e-01 +7.018246125848719430e-01 +6.964064162579504114e-01 +7.575275813290005544e-01 +7.098577517526791780e-01 +7.002199264974393600e-01 +6.910085839353357073e-01 +6.964984342541526985e-01 +7.043370868210558911e-01 +7.205552053854589190e-01 +6.925598455797583597e-01 +7.222420534353659605e-01 +7.181270180827539207e-01 +6.925723076944194645e-01 +7.137713518148345315e-01 +6.902440021095230804e-01 +7.008472432843291244e-01 +6.974939956854981915e-01 +6.834374161795295777e-01 +6.891968539353641177e-01 +6.858231417393980678e-01 +6.968010006375493504e-01 +6.926992861970191484e-01 +6.771714313846004529e-01 +7.059877141176187365e-01 +7.112436183004646750e-01 +6.940377141200428923e-01 +7.054208909962085272e-01 +6.579525161546442291e-01 +6.762283546311707028e-01 +6.679144325463184373e-01 +7.187505448730036051e-01 +6.903086656400105880e-01 +7.365665785175181668e-01 +6.954349558972197087e-01 +6.774483425630251077e-01 +6.892181417953082700e-01 +6.809120492794846768e-01 +6.468953187856385512e-01 +6.851879175900847940e-01 +6.689271994240328922e-01 +6.937306807869703107e-01 +6.993274915032046124e-01 +7.002371777330793634e-01 +7.081791699422055331e-01 +7.159192562265985771e-01 +7.211587410602966486e-01 +6.690578616023117320e-01 +6.924301251524269674e-01 +6.972909001104099502e-01 +6.881309852096535451e-01 +7.061016070102326125e-01 +7.238953064357858125e-01 +7.016407643931401594e-01 +6.909336325302746218e-01 +6.933010533195584912e-01 +7.109868414267239700e-01 +7.131680115042442480e-01 +7.056214122260300314e-01 +7.084091995558594590e-01 +7.018684054164694430e-01 +6.855131015933721983e-01 +7.249932967470442691e-01 +7.253501578895438229e-01 +7.406403091903435154e-01 +6.985937163560933527e-01 +6.883263285916711993e-01 +7.052388570833230119e-01 +6.559426619999868535e-01 +7.183365381990753917e-01 +6.824540558360610021e-01 +7.034647390152173330e-01 +6.755189529316751873e-01 +6.911219795212133477e-01 +7.039240661596650739e-01 +6.842985202376752341e-01 +7.197686889245957786e-01 +7.004923333959354181e-01 +7.112671270360593212e-01 +6.827026997863470115e-01 +6.814647889751839216e-01 +7.091735752951962013e-01 +7.154044617696584396e-01 +7.203401298350513571e-01 +7.105730584211471523e-01 +6.866352434000404514e-01 +6.620660518899725844e-01 +7.448509571974142318e-01 +7.042576537186278074e-01 +6.957798758733986233e-01 +7.124321073001418370e-01 +6.825188679384837087e-01 +7.158470136789958360e-01 +6.992273878797163889e-01 +6.937658597831628526e-01 +7.068915072326120708e-01 +6.652853195416810195e-01 +7.031312264893863073e-01 +6.839473839972214364e-01 +6.812249719775138601e-01 +6.786717190542148614e-01 +6.649770032980200085e-01 +6.812022334611782526e-01 +6.872249420884628535e-01 +6.864383988202575893e-01 +6.903180220432716396e-01 +6.909532483250018231e-01 +7.038280354253956261e-01 +7.066481844971015391e-01 +6.738425738003570586e-01 +7.320899955920694424e-01 +6.802336287167349838e-01 +6.756155310488978216e-01 +8.112948614475712361e-01 +7.088956141089397534e-01 +7.068608160281115715e-01 +7.185447218510461198e-01 +7.227693601540323698e-01 +6.967037376968328033e-01 +8.112948614475712361e-01 +6.939118097814400699e-01 +7.387447194737504219e-01 +7.542248995633471509e-01 +7.213697780052328312e-01 +7.177109354569566335e-01 +6.812249719775138601e-01 +6.895343944068770270e-01 +7.470302764615368574e-01 +7.039346650556908003e-01 +7.083169976300638382e-01 +6.939779393786693618e-01 +7.384280234661844133e-01 +6.959018730957780008e-01 +6.805014081360596379e-01 +6.873396929289867785e-01 +6.916218263179274572e-01 +7.067144609191089444e-01 +7.052956651140647182e-01 +6.669765605800606068e-01 +7.157972513286807725e-01 +7.068094133722730987e-01 +7.148203239560402267e-01 +7.458437928434449304e-01 +7.212144100384207945e-01 +7.211391731859890797e-01 +7.015449671593572134e-01 +6.903008230274281232e-01 +6.925152557304556922e-01 +6.926876710966283213e-01 +6.986969945545311589e-01 +6.912671762276261234e-01 +6.928796340801568476e-01 +6.795786898937379306e-01 +6.449873610631939869e-01 +1.507253443952194516e-01 +7.025114596834143299e-01 +6.970438720933458399e-01 +7.457224117217720050e-01 +7.151176601003577105e-01 +7.223894237599139956e-01 +6.599578200083087154e-01 +6.805435201998193406e-01 +6.860016877296715165e-01 +7.133045348789437412e-01 +7.086713629311169882e-01 +7.089944705777071476e-01 +6.948970261392872771e-01 +7.073833755866019146e-01 +7.077121870315039587e-01 +7.045168330059183859e-01 +7.087784491223771965e-01 +6.916806221030071811e-01 +6.826116936794477397e-01 +6.380296508045084636e-01 +6.817515237520836990e-01 +7.045842204933094877e-01 +7.053770028872961007e-01 +6.746684181498139310e-01 +6.693498772075656689e-01 +6.528038446696200481e-01 +6.768480789665360930e-01 +6.950225305640103102e-01 +7.241436663559355225e-01 +7.098055323026777330e-01 +6.861239967170220666e-01 +6.773384100998214308e-01 +7.318024792386879085e-01 +7.104608376741978759e-01 +7.098438659261958605e-01 +6.911109951448821676e-01 +7.055406209920036531e-01 +6.673062002671947823e-01 +6.736014701050621056e-01 +7.146318020843693830e-01 +7.146012627948294949e-01 +7.009493856649484655e-01 +7.598863939030735537e-01 +7.238580558809246668e-01 +6.802904787536263598e-01 +7.425543201940740801e-01 +7.062838856551536537e-01 +6.979579828462547653e-01 +7.388094780702161302e-01 +6.965967949060853925e-01 +7.415562245288143117e-01 +7.168296244841343423e-01 +7.029928721208165143e-01 +7.002864356821305591e-01 +7.537592459623709829e-01 +7.226040015905041969e-01 +6.770535269317363714e-01 +6.885799979880360411e-01 +6.899386720266988959e-01 +6.914529425617885749e-01 +6.926682021034551440e-01 +7.230947417832709334e-01 +7.256166727701227614e-01 +7.020357361826015108e-01 +6.775076273011677586e-01 +6.896893585822070349e-01 +7.015413428034449339e-01 +7.319956959021709508e-01 +6.909915065541838430e-01 +6.966887301870343663e-01 +7.202553205919741686e-01 +7.049780427468803623e-01 +6.959613046962829230e-01 +6.748798878505368748e-01 +6.878637961416522728e-01 +7.619486192559321580e-01 +6.836553971098595639e-01 +7.109685887049295161e-01 +7.044784989611088122e-01 +6.949502896814863107e-01 +7.156531786736408662e-01 +6.847614074883310309e-01 +7.012007917549993863e-01 +6.948920848587150090e-01 +7.121911683220716327e-01 +7.180462918984247267e-01 +6.842485877435890984e-01 +7.110952439303446226e-01 +6.615298653722021527e-01 +7.376814622038310176e-01 +7.049188728010378213e-01 +7.130544988114202454e-01 +7.253501578895438229e-01 +6.733082767382896350e-01 +7.154609575638488650e-01 +6.836181123785962654e-01 +7.009667469004128293e-01 +7.165872728433804184e-01 +6.913301917118346296e-01 +7.548967125202459272e-01 +7.076414056219633153e-01 +6.811252940861507454e-01 +6.935894112417244628e-01 +7.926835963779268468e-01 +6.698657596293173810e-01 +7.362201262247367595e-01 +6.979037232821951875e-01 +6.751758309095521327e-01 +6.893613714151456406e-01 +6.857052473024651817e-01 +7.246702096143735616e-01 +7.037353182748660174e-01 +6.851247389029495594e-01 +6.563034865507191284e-01 +6.479724721234845219e-01 +7.576665031087550517e-01 +6.999357430842607641e-01 +7.014440651694187068e-01 +7.151176601003577105e-01 +6.996196583227032306e-01 +6.670313124454665399e-01 +6.893545077092895212e-01 +7.199770150470854446e-01 +7.158577651769562067e-01 +6.702572061865339492e-01 +6.802402211103597551e-01 +6.931398906187098419e-01 +6.803871060135122661e-01 +7.250430899552853248e-01 +6.937314337144400156e-01 +6.119410735369612553e-01 +7.139492334206991586e-01 +7.059654574929226101e-01 +7.406051673667022328e-01 +7.236877294871320032e-01 +7.185343505992278779e-01 +7.069592704340905698e-01 +7.039629079082629914e-01 +7.233115071902176396e-01 +6.980365288376049193e-01 +7.189015032073129419e-01 +6.790795154515905097e-01 +6.833971543299668383e-01 +7.005145317743810551e-01 +7.192307834347957396e-01 +7.177318197950484091e-01 +6.841303532411302513e-01 +6.620291477503883470e-01 +6.973959128872451174e-01 +7.342073434671334553e-01 +6.815143299636119423e-01 +6.931624526452750956e-01 +6.500482823533104693e-01 +7.265340927549601702e-01 +7.054876904629807655e-01 +7.105804261948591716e-01 +6.716248475677488727e-01 +6.892343998763550417e-01 +6.842335647431738721e-01 +6.696579131493862747e-01 +6.922309263697314918e-01 +7.150910226262325864e-01 +6.547763673550193175e-01 +6.683374879710939354e-01 +7.030609773486418135e-01 +6.673593054332087604e-01 +7.454606075280842958e-01 +7.134137574472134702e-01 +6.765642235614919286e-01 +7.041802708390036969e-01 +7.165377219489528215e-01 +6.458697324511106785e-01 +7.115279296537764253e-01 +7.410240281617852531e-01 +6.955037526646066226e-01 +6.855353254894041015e-01 +6.914084290448982983e-01 +7.069913649318806392e-01 +7.179820695906364847e-01 +7.180115551462478152e-01 +7.120816565112804142e-01 +6.794034443007177515e-01 +6.672948159544063174e-01 +6.669616466713179648e-01 +7.395464653533494470e-01 +7.253501578895438229e-01 +6.643163167531866975e-01 +7.032133637893807077e-01 +6.867745448625512950e-01 +6.974658907498536564e-01 +7.038373592686966163e-01 +7.310281225768484603e-01 +6.976039307776247256e-01 +7.206748675446057462e-01 +6.971899816749029810e-01 +6.869934468487954859e-01 +7.078035580597088483e-01 +7.334267090229857899e-01 +6.490128942862938288e-01 +7.175508140011714886e-01 +6.810581957979451317e-01 +6.899567690127739183e-01 +7.139884632972481882e-01 +6.987894687845894737e-01 +6.528865067138553968e-01 +6.955037526646066226e-01 +7.060002637904077005e-01 +7.064844242640333505e-01 +7.273033495492171596e-01 +7.081686585077591189e-01 +6.532378169758317199e-01 +7.301972526381206308e-01 +7.007776231560782776e-01 +6.923514386295224199e-01 +7.208066078657466846e-01 +8.112948614475712361e-01 +7.127039012496183545e-01 +8.112948614475712361e-01 +6.819380648165775938e-01 +6.717562754438830552e-01 +6.704405233691801413e-01 +7.047624657127151693e-01 +7.101523354263932220e-01 +6.600578985603746673e-01 +6.843705817510183920e-01 +7.192295764833858129e-01 +6.991442898354520707e-01 +7.076773602581027944e-01 +6.885229574421813936e-01 +6.967625954167147029e-01 +7.213976968826969483e-01 +6.991356219150830498e-01 +6.721509668962397654e-01 +6.956616837776437023e-01 +7.053619281752361303e-01 +6.882453530795871188e-01 +7.109685887049295161e-01 +6.634995261750447071e-01 +7.182182260891991632e-01 +6.898620973891667063e-01 +7.422397719086717416e-01 +7.236509169131508656e-01 +6.817369280614187232e-01 +6.966010413503482823e-01 +6.990252932221281412e-01 +7.268351150485159451e-01 +6.728749692680366934e-01 +6.770739017402860327e-01 +7.108681581675853067e-01 +7.125637573816767656e-01 +6.847751937411530321e-01 +6.933668188300785573e-01 +7.545556946497562478e-01 +6.954194959562087774e-01 +6.872516503385242004e-01 +7.358003492780795796e-01 +7.246853508146244849e-01 +7.007848331642847484e-01 +7.375822163499208273e-01 +7.108632956730147612e-01 +7.008981763115968988e-01 +8.112948614475712361e-01 +6.778011396819891843e-01 +6.617907138597445282e-01 +7.140820392614983803e-01 +6.882458243460902736e-01 +6.980452882697818495e-01 +6.314974409937548216e-01 +6.999888886928076204e-01 +7.107036993647426470e-01 +6.796478811567681078e-01 +6.839324066808316616e-01 +7.152521375917153534e-01 +6.892612104629378678e-01 +6.804056712278025998e-01 +6.994241581375462147e-01 +6.556045174737761272e-01 +6.952877494184264151e-01 +7.191342625299697033e-01 +7.059166734809281252e-01 +6.944477745574886285e-01 +7.270329029804614152e-01 +6.910481864909741034e-01 +7.121727987967432227e-01 +7.203643471628566886e-01 +6.954483188650684156e-01 +6.955454534357556895e-01 +7.160486882138883402e-01 +7.128844466245638500e-01 +6.725743884677299889e-01 +6.945616534871206227e-01 +6.893024630142505771e-01 +6.621681474709575355e-01 +7.181461150148606976e-01 +6.922215785363903251e-01 +7.307700944872266291e-01 +7.068396872268465359e-01 +7.126417994239062637e-01 +7.214366530267284361e-01 +6.758139386435431106e-01 +7.121143045016395945e-01 +7.591014992666309524e-01 +7.309387034398966421e-01 +7.138719723226358838e-01 +6.858209880462879937e-01 +6.888922480673258519e-01 +6.952851616137181168e-01 +6.908505757596508090e-01 +6.755117483514894161e-01 +7.168738745773808319e-01 +7.019736214937140062e-01 +6.918658579113667884e-01 +6.975453370774076234e-01 +7.307501628426500417e-01 +6.925144805862686326e-01 +6.597875893465712238e-01 +6.759647926368401727e-01 +6.877933409114831420e-01 +7.010315175954744404e-01 +7.078817170886324561e-01 +7.107491103268372967e-01 +6.885900312520050193e-01 +7.037768520126022054e-01 +6.979728002049441216e-01 +6.835217816522529688e-01 +7.238800403014522544e-01 +6.672867275380696128e-01 +6.945153230027685254e-01 +6.910934792483018896e-01 +6.958521678380975573e-01 +7.093150567453321287e-01 +7.114099206068900116e-01 +7.054310564391528260e-01 +7.264077459581521623e-01 +6.624996442579629274e-01 +7.217119685032074017e-01 +7.242963725595004121e-01 +7.098055323026777330e-01 +6.715587135686647002e-01 +6.685635350547372013e-01 +6.712868438691046435e-01 +7.377442790818307117e-01 +6.721035887377269091e-01 +6.867417072930379618e-01 +7.155878547724512373e-01 +6.948242816305736369e-01 +7.533581613074176175e-01 +6.976317315351181492e-01 +6.905027659965483622e-01 +6.900750297009636824e-01 +6.949502896814863107e-01 +7.355034185272018021e-01 +7.388848792219278039e-01 +6.560006385554189023e-01 +6.699777267421040960e-01 +6.868215351473239139e-01 +6.767597289533497928e-01 +7.160841267277433531e-01 +7.180014630503848139e-01 +7.052444244515783112e-01 +6.786035401158159175e-01 +7.276706209821988125e-01 +6.788397504405807581e-01 +6.793388396649930883e-01 +7.077328241949416565e-01 +7.122851158527083726e-01 +7.000938087941932508e-01 +7.434436177141279245e-01 +7.122332335820331650e-01 +6.704710860243139336e-01 +7.017941479008555916e-01 +6.956020875270496617e-01 +6.923811680966522886e-01 +7.317958412697578297e-01 +6.921200018532047693e-01 +6.906872967117507756e-01 +7.176906979818227228e-01 +6.994134501459754460e-01 +6.773268135130834366e-01 +8.112948614475712361e-01 +6.808424313105660985e-01 +7.309387034398966421e-01 +7.233143514183666412e-01 +7.057746912790499039e-01 +6.784161222933349222e-01 +7.145938260274391496e-01 +7.344817154809888393e-01 +6.946815950067346535e-01 +7.136120795909661751e-01 +7.053770028872961007e-01 +7.324208874584456908e-01 +6.853236137687730434e-01 +7.299418789691500820e-01 +7.266583971831011013e-01 +7.100101148275399510e-01 +6.786869119279330675e-01 +6.880886075166543492e-01 +6.798753062441491579e-01 +7.435626791843965577e-01 +7.030122990848894915e-01 +7.000260224604986092e-01 +7.269561549244727416e-01 +7.052388570833230119e-01 +7.015671469900652824e-01 +7.374580003989663624e-01 +7.362824790107325157e-01 +7.505291511244713831e-01 +6.840545793648686868e-01 +6.734916135858597386e-01 +6.914549644813234863e-01 +6.922493820637498629e-01 +7.086344235541375269e-01 +7.860300225372043315e-01 +6.887794873587651523e-01 +7.111531696048629669e-01 +7.139153275393326226e-01 +7.095043965683487386e-01 +7.358442162765470584e-01 +7.114823273940373838e-01 +6.311369121243259883e-01 +6.975411227702963401e-01 +7.032371423293035662e-01 +7.068177924031395776e-01 +7.265570338983664556e-01 +6.978567446362156090e-01 +7.095034776073561034e-01 +7.074378643693606250e-01 +6.985964905299582028e-01 +6.961907839641909845e-01 +7.194510914942569002e-01 +6.993699748642470126e-01 +7.210110681357946305e-01 +8.112948614475712361e-01 +7.169798527849238212e-01 +7.292026589124134262e-01 +6.959588926939375142e-01 +6.943995327775454030e-01 +6.793095818873950975e-01 +6.584358733809168029e-01 +6.900828643810683616e-01 +7.053636615290344025e-01 +7.111758502778329216e-01 +6.889042814347519084e-01 +7.034032302603350217e-01 +6.508066199769828586e-01 +7.050517370739584067e-01 +7.096249266882992401e-01 +7.045694648146323402e-01 +7.169542442174190455e-01 +6.847997891814827653e-01 +6.994150529174874009e-01 +7.177898773121285103e-01 +7.115604903934915626e-01 +6.753083051030728257e-01 +7.129819862757571514e-01 +6.863038130419312211e-01 +6.928265043170966919e-01 +7.013179803650331223e-01 +7.041501625456803026e-01 +7.063140266261420663e-01 +7.049358332499338076e-01 +7.057123094781871941e-01 +7.229000231110020991e-01 +7.330791400528156032e-01 +6.766961093609111799e-01 +7.094629907661769153e-01 +6.993652198319324498e-01 +6.816416686893589372e-01 +6.619260943344897896e-01 +6.992141516304499760e-01 +7.146694469571599484e-01 +7.359958158327870592e-01 +7.120836499607676728e-01 +7.024761585860517243e-01 +7.169249358920097848e-01 +6.688923347309199130e-01 +7.310364967939761982e-01 +7.413240178737297015e-01 +6.784415861534682790e-01 +7.526065436417255228e-01 +6.653898088413043865e-01 +7.329108231134284779e-01 +7.120878290074017514e-01 +6.927514030815231649e-01 +7.034965713743090987e-01 +6.724398394490904707e-01 +6.955564979136781290e-01 +7.233115071902176396e-01 +6.892612104629378678e-01 +7.155878547724512373e-01 +6.820547379049557435e-01 +6.889603928329961491e-01 +7.012737784774500938e-01 +7.194319042158454636e-01 +7.359953808481023430e-01 +6.859001913237392500e-01 +7.026530315344743371e-01 +7.000260224604986092e-01 +7.259106485372868178e-01 +6.960648330818770546e-01 +7.013222729506054520e-01 +6.989027276773285280e-01 +6.840859495090825249e-01 +6.475417914431957911e-01 +7.077538986824265521e-01 +7.224261764984696299e-01 +6.962163496686244457e-01 +7.044070385568446113e-01 +6.882856852422918337e-01 +7.469686439816385359e-01 +7.047297066673365862e-01 +7.036327877622312599e-01 +7.165872728433804184e-01 +7.196826029853440332e-01 +7.120205875123488681e-01 +7.072817386136733830e-01 +6.985806555773521609e-01 +6.738543286652003417e-01 +6.580871907148306832e-01 +6.915715556121710961e-01 +7.109419776033121252e-01 +7.182731947274945128e-01 +6.686773517010706769e-01 +7.079336614398101801e-01 +6.811051577782514244e-01 +7.045694648146323402e-01 +6.983189680149095580e-01 +6.489161858424310481e-01 +7.153091458847526951e-01 +7.183263207412409201e-01 +7.024718862183121360e-01 +6.513604721952788168e-01 +7.080190875926462013e-01 +7.074459188815040989e-01 +7.277086391545992683e-01 +7.045666905018990178e-01 +7.211587410602966486e-01 +7.024718862183121360e-01 +6.424490101305480039e-01 +7.509099113415977911e-01 +6.784058131411825343e-01 +6.852580673069361694e-01 +7.260381093201715430e-01 +6.734570575668499259e-01 +6.811099092130632471e-01 +7.236509169131508656e-01 +6.992683639457482059e-01 +7.215094386794049797e-01 +6.969060543084850678e-01 +6.997053902597514252e-01 +6.971157200676145749e-01 +6.757886712439784560e-01 +7.072984760049436659e-01 +7.094434238118054736e-01 +7.154410761155602927e-01 +7.188673009720716323e-01 +7.226643149021185764e-01 +6.761480677972215858e-01 +7.359226016948952065e-01 +6.591904112743307564e-01 +6.708432984182550740e-01 +6.666274955889761600e-01 +7.649297930767815501e-01 +7.406051673667022328e-01 +6.931102707552767583e-01 +7.247474829201721036e-01 +6.983680370634672840e-01 +6.864601070065532440e-01 +7.248487081776531227e-01 +7.239607262077569771e-01 +6.956117612869192612e-01 +6.585892804788500143e-01 +6.937767538381081067e-01 +7.045027338034088871e-01 +6.986513407033783096e-01 +7.188708757500776869e-01 +7.091516537410598175e-01 +7.133177448527234787e-01 +6.925993240230354786e-01 +6.763908355037600018e-01 +6.927542861672151275e-01 +7.371737623077407875e-01 +7.593078919733073917e-01 +7.090426403584402237e-01 +6.963754633286924900e-01 +7.018536305471911874e-01 +6.798705335929753346e-01 +7.320330117723869989e-01 +7.007010433848890330e-01 +6.994618001798258433e-01 +7.075541993898397664e-01 +6.883708120453064794e-01 +6.823690680361025329e-01 +7.022680126249980503e-01 +7.456384046151853795e-01 +7.054839568226469737e-01 +7.343347503466617354e-01 +6.963304576541347046e-01 +6.859774894410932689e-01 +7.388094780702161302e-01 +6.843249393177615048e-01 +6.824540558360610021e-01 +7.037867623610338796e-01 +6.895809665512402375e-01 +6.527759793534499977e-01 +7.374540238769213829e-01 +6.921739418075674166e-01 +7.065780524977469668e-01 +8.112948614475712361e-01 +7.013008040816899324e-01 +7.080511284039516795e-01 +6.752981356726479589e-01 +7.130085403042443204e-01 +7.097725656301818731e-01 +6.913926896532629485e-01 +7.168296244841343423e-01 +7.103033196446375541e-01 +6.957211898669299899e-01 +6.680188532273660940e-01 +6.772446279873562958e-01 +6.724585840072307974e-01 +6.755797632438671485e-01 +7.111899926366049840e-01 +7.133537168382062532e-01 +7.052056696561272986e-01 +7.239279187504834567e-01 +7.144237394444559186e-01 +6.526971476930114591e-01 +6.997244180325594698e-01 +7.138403973622899912e-01 +7.203636683267120588e-01 +7.000260224604986092e-01 +6.826371408062072987e-01 +7.698552610151807585e-01 +7.013008040816899324e-01 +7.695972151570202868e-01 +7.115355238473739519e-01 +6.886272120132588270e-01 +7.013104381906600793e-01 +6.828934192856479513e-01 +6.854483313047765591e-01 +7.053636615290344025e-01 +6.772838883979162006e-01 +7.575275813290005544e-01 +7.108334372422078218e-01 +6.564041945123477717e-01 +7.146012627948294949e-01 +7.502910424736057848e-01 +7.134102182498267553e-01 +7.135871009043910362e-01 +6.858725430893102271e-01 +6.953060305872185154e-01 +7.299226169304162681e-01 +7.020700805155399848e-01 +6.913738091445935652e-01 +6.957561607224675981e-01 +7.175075760901918898e-01 +6.552891896205181865e-01 +7.175332655153567885e-01 +6.813363565900729668e-01 +6.771593615691600121e-01 +7.455133283194896876e-01 +7.121326133883272291e-01 +6.993652198319324498e-01 +6.974000877443486957e-01 +6.962873694851836603e-01 +6.939217276638061094e-01 +6.970176205813416459e-01 +6.681300031033146070e-01 +6.979566767296105922e-01 +7.000260224604986092e-01 +7.186480479147903111e-01 +7.129383557427715346e-01 +7.280429610147294284e-01 +7.427873752325524492e-01 +7.038289327595848022e-01 +7.051455431276636432e-01 +7.426950944611796501e-01 +7.145336637199690699e-01 +6.892612104629378678e-01 +7.308636834732240573e-01 +6.695468181515735751e-01 +7.080923067555602302e-01 +7.185331975096644896e-01 +6.886611984751169757e-01 +6.935847732298938695e-01 +7.034091248535361274e-01 +7.018029427370109374e-01 +7.266513305904354070e-01 +6.538518563837811826e-01 +6.896579435548630954e-01 +7.191325696047954352e-01 +7.044994648090820988e-01 +7.428464557122964607e-01 +6.925239379765031345e-01 +7.115125263576658199e-01 +7.378120848784490704e-01 +6.625368493032155470e-01 +7.107004857841090484e-01 +7.087761855720344784e-01 +7.116344006608699146e-01 +7.144121369074341033e-01 +6.989524027354505620e-01 +7.206803478122090212e-01 +7.362115654589196367e-01 +7.143693986636421300e-01 +6.868986776956518270e-01 +7.098055323026777330e-01 +6.950451717682071262e-01 +6.985630984463142568e-01 +7.203943926828202393e-01 +7.040720613792856852e-01 +7.006369461602943716e-01 +6.915532796374819213e-01 +6.716388292499999579e-01 +7.265877908842384159e-01 +7.145856972823878550e-01 +6.937205877240657514e-01 +7.049269889338276585e-01 +6.844756648868681737e-01 +6.993776063788459396e-01 +7.004228861418866359e-01 +7.279369629393528385e-01 +7.423431503752908611e-01 +7.065450257215459828e-01 +7.093766624836987944e-01 +6.859924257165559425e-01 +6.846503070980460848e-01 +6.714632589440370225e-01 +7.429546816195440329e-01 +6.974310691017961972e-01 +6.880825747588943386e-01 +7.155860486262213271e-01 +6.942333794540118674e-01 +7.077054867220198275e-01 +7.213018903796708514e-01 +6.750764603036216727e-01 +7.063636025766300008e-01 +7.295909122374979461e-01 +7.057696828638668762e-01 +7.115503284612074708e-01 +6.508061315672506453e-01 +7.359579566496847747e-01 +6.848018160748310379e-01 +6.858863555406387036e-01 +6.732688611190766892e-01 +6.991493960953221176e-01 +7.223289122426663766e-01 +6.938598504856585691e-01 +7.041080648563209365e-01 +7.007861688796168664e-01 +7.056856285509809368e-01 +6.817740641821572467e-01 +7.149969756437428714e-01 +7.000260224604986092e-01 +7.046687661682042858e-01 +6.994504037911326577e-01 +6.917981470005898359e-01 +6.994647875266934989e-01 +6.904860070680314266e-01 +6.970217905614362053e-01 +6.863399842286241892e-01 +6.678815665334667528e-01 +7.446296528199525255e-01 +7.107133219192363072e-01 +6.922807641374113530e-01 +6.777193300505004459e-01 +7.049533556191178718e-01 +7.137243400928170445e-01 +7.369843440591665740e-01 +7.247330949092045671e-01 +6.843668975525858400e-01 +7.375171701148452996e-01 +6.999708593297100379e-01 +6.997652131474794146e-01 +7.016424744997635798e-01 +7.086150879317401063e-01 +7.249597605002264800e-01 +7.394833640187030710e-01 +7.093150567453321287e-01 +7.158372435032944736e-01 +6.940103436173075124e-01 +7.033867159407947156e-01 +6.907084164672170346e-01 +7.803504425404881317e-01 +7.043598125701606705e-01 +7.180321121020440955e-01 +7.312490353601610593e-01 +6.966830923977411771e-01 +7.046813528325230891e-01 +7.111629421287659625e-01 +7.113190604260566374e-01 +7.342073434671334553e-01 +7.146990920649116674e-01 +6.757442859927778045e-01 +7.065277805719318849e-01 +6.975805981882245987e-01 +7.250151725744338194e-01 +7.018578797905874467e-01 +7.299759582500229271e-01 +7.075091212403776808e-01 +7.265570338983664556e-01 +6.959225830591506679e-01 +7.194085922959203572e-01 +6.999171764635363502e-01 +7.210295630293472868e-01 +7.266342061160564469e-01 +7.217411858505684563e-01 +7.008998803582784376e-01 +7.293027515484951095e-01 +6.841763013921351444e-01 +6.573480752222380374e-01 +7.098055323026777330e-01 +6.952831918343136408e-01 +7.010796142822073307e-01 +7.186993935518160015e-01 +7.237975722086886776e-01 +7.025652461067650734e-01 +7.059805958828206940e-01 +6.924574971783599153e-01 +7.210785919930131627e-01 +7.074853837349763808e-01 +6.930818398922440338e-01 +7.062331621685089544e-01 +6.981085006928395842e-01 +6.853491974253600461e-01 +7.113652182675451741e-01 +7.018317242283274027e-01 +7.045829417292281960e-01 +7.219777765619426191e-01 +6.452461942320510957e-01 +7.123135479249143032e-01 +7.012731415716118022e-01 +6.955584356522095391e-01 +6.806006750253885684e-01 +7.098055323026777330e-01 +7.325332528165624524e-01 +6.686630035039087261e-01 +6.911327450328101918e-01 +7.036357037996481267e-01 +7.068502086307333343e-01 +6.565883958452474189e-01 +6.839089846195918199e-01 +6.784992808697438704e-01 +6.984237569649209831e-01 +7.069641960533630254e-01 +7.161410912356913627e-01 +7.098523696782983450e-01 +7.041501625456803026e-01 +6.966778427960633735e-01 +7.098237924136689969e-01 +7.031514950531274621e-01 +6.892338627092158276e-01 +7.043053681206288275e-01 +6.912436444001244240e-01 +6.892621169454997698e-01 +6.761177565307932014e-01 +6.858547718520000558e-01 +7.090251405740559676e-01 +6.831936071061548432e-01 +6.927862518523610902e-01 +6.955037526646066226e-01 +7.163798776358376585e-01 +7.034386490915807144e-01 +7.529646861032190941e-01 +6.964984342541526985e-01 +6.872597721434701157e-01 +6.865008008192532429e-01 +7.067224622963053093e-01 +6.980358670852098157e-01 +6.979072845545459813e-01 +6.543596251233836369e-01 +7.339258471504450654e-01 +7.105352278896432949e-01 +7.098400047944721791e-01 +7.033003713255467915e-01 +7.108334372422078218e-01 +6.936365536235626905e-01 +8.112948614475712361e-01 +6.687420324690904749e-01 +7.072356589268267157e-01 +7.254338032671014957e-01 +7.155220643016733106e-01 +6.660574962236083252e-01 +7.029019229894792886e-01 +6.776681237547919068e-01 +6.997484141533618640e-01 +6.881914993972984007e-01 +7.180786583507767773e-01 +7.399905914970830167e-01 +6.236921183842838445e-01 +7.224261764984696299e-01 +7.212144100384207945e-01 +6.865327833370784560e-01 +7.034398607254672697e-01 +6.905170599574219636e-01 +6.995756256307856802e-01 +6.989066333708962020e-01 +6.713275928792796776e-01 +7.188676518917276326e-01 +6.793900060932500651e-01 +7.193936867730386098e-01 +7.067891236873080629e-01 +6.930546755097140021e-01 +7.123571256020966302e-01 +6.677519830963376535e-01 +6.718656929828270563e-01 +7.176961762769948905e-01 +7.140665415382656533e-01 +6.840093934758968430e-01 +6.730397520634241459e-01 +7.019295000332732570e-01 +6.894403082369962021e-01 +6.988719909309608624e-01 +7.030210213683503184e-01 +6.931940401270964003e-01 +6.733580289044382994e-01 +6.770267082551271187e-01 +6.902418836391674972e-01 +7.032648314032527992e-01 +6.849207243471227002e-01 +6.899887905308546010e-01 +6.946479924352715329e-01 +7.107491103268372967e-01 +7.255259700649148158e-01 +7.018178778623962444e-01 +6.853122408125145171e-01 +6.902405756487581812e-01 +7.050906171882189710e-01 +6.810581957979451317e-01 +7.124610608355865793e-01 +7.226964328962282025e-01 +7.236996855688246910e-01 +7.035099990436322059e-01 +6.907190761101063003e-01 +6.951169785640232135e-01 +7.000260224604986092e-01 +7.160770052022513710e-01 +7.030234825916110708e-01 +7.334687452947576958e-01 +6.823911922962011545e-01 +6.883526087630045254e-01 +6.572385052419633666e-01 +7.139542926355275654e-01 +7.093515110091459519e-01 +6.744400400611709756e-01 +7.053636615290344025e-01 +6.720204306874606459e-01 +7.090892163486373079e-01 +7.115693446652855414e-01 +6.944950916418264342e-01 +7.061811176501073817e-01 +7.174996284085040088e-01 +7.120971302445227025e-01 +7.286771600828458872e-01 +7.045694648146323402e-01 +6.857722109854833548e-01 +6.789559897030343905e-01 +6.776360534120726697e-01 +7.197098665764869452e-01 +7.155921473495361340e-01 +6.798820201262216756e-01 +7.355034185272018021e-01 +7.020582722754227234e-01 +7.157813235710079880e-01 +6.924962200059212591e-01 +7.146608287647744362e-01 +6.826800492464499825e-01 +6.930159701472646816e-01 +6.924966872666757922e-01 +6.811778443703317976e-01 +6.984073533860382099e-01 +6.941752324423049458e-01 +6.859705296614819758e-01 +6.870412366977518559e-01 +6.961093209892794675e-01 +7.032133637893807077e-01 +6.942923707355319607e-01 +7.027365723357874572e-01 +6.937128484756769353e-01 +7.115503284612074708e-01 +7.415868295393934773e-01 +7.014625056507810541e-01 +7.186449987339216250e-01 +7.188453619143047035e-01 +7.093150567453321287e-01 +6.666201185352136349e-01 +6.926691846855987933e-01 +6.862783662505194116e-01 +6.779806116095272728e-01 +7.347198126266647478e-01 +6.962593440316879878e-01 +7.090704704836596761e-01 +6.976316376713924683e-01 +7.092876685569180495e-01 +7.297148984601093957e-01 +7.122883733714751031e-01 +7.126890540624799542e-01 +6.994273442117275863e-01 +7.374370296658199209e-01 +6.869981949415588929e-01 +6.467470243515265338e-01 +7.156791820070580457e-01 +6.770933873946205495e-01 +7.038728948137489283e-01 +6.751803030884460100e-01 +7.056973447927816778e-01 +7.116816613078214004e-01 +7.320330117723869989e-01 +7.418063280078328603e-01 +7.039895828730564631e-01 +7.340211850481459521e-01 +6.793366436538832431e-01 +6.964999195724459469e-01 +6.927029110769780118e-01 +6.984083766248261327e-01 +6.941716709353755732e-01 +6.661400561115300434e-01 +7.248291241294353426e-01 +6.814690022790017565e-01 +7.433602642032788310e-01 +6.918718373365067009e-01 +7.202753960354755236e-01 +7.112541344427256718e-01 +6.919599293730485101e-01 +6.990382347286612230e-01 +7.344956545292760097e-01 +7.154346235044926061e-01 +6.809221488146093293e-01 +7.081347105149262688e-01 +6.893872100850124696e-01 +6.894926898475759458e-01 +7.619486192559321580e-01 +7.000260224604986092e-01 +6.850770472585026027e-01 +7.027319714343391865e-01 +6.925062428466830511e-01 +7.245217859300225882e-01 +6.759224487886541510e-01 +6.951659501272899888e-01 +7.297667409362418312e-01 +7.027932735969386613e-01 +6.876915228948234926e-01 +7.030352402332695760e-01 +6.744168406503661117e-01 +6.913301917118346296e-01 +6.865214038519766859e-01 +6.864961345423594707e-01 +6.972736297563884023e-01 +7.052388570833230119e-01 +6.959055940990452882e-01 +7.027599206746444338e-01 +7.070283460649449125e-01 +7.072900883727939458e-01 +6.983605712809719535e-01 +7.146012627948294949e-01 +7.101860606491108285e-01 +7.038306104892555481e-01 +6.933750945669459043e-01 +6.638335299693380875e-01 +6.988475480283753427e-01 +6.885816359616612203e-01 +6.961830781516766820e-01 +7.127247292827263436e-01 +6.830705816970663591e-01 +6.840652157669921962e-01 +7.000260224604986092e-01 +7.165377219489528215e-01 +6.667060231385164570e-01 +6.999284312378080131e-01 +6.853078637408671625e-01 +6.920802788366628988e-01 +7.189384684145991855e-01 +6.592626716960268141e-01 +7.026496530934309703e-01 +7.215402928107366165e-01 +6.829358868055805942e-01 +7.192922208746139745e-01 +7.028437787846826268e-01 +6.870463305437581880e-01 +6.853654186032969164e-01 +6.991889486255047359e-01 +7.175694995329706671e-01 +6.906905901725579611e-01 +6.667313153577509865e-01 +6.923151662910882465e-01 +7.042761751758845890e-01 +6.970907397734507072e-01 +7.086237233357479681e-01 +7.267562231135471507e-01 +7.445596767252986581e-01 +7.423441178867946633e-01 +7.217427847648245631e-01 +7.179573253867630456e-01 +6.815123432502403489e-01 +6.882307732701562486e-01 +7.426950944611796501e-01 +7.041636866046445675e-01 +6.792159477182693195e-01 +7.072149538158214455e-01 +7.325332528165624524e-01 +7.227372655838664173e-01 +7.409201663110778213e-01 +7.395042590686315975e-01 +6.959232252996940815e-01 +6.902908105479639289e-01 +6.902531545403753910e-01 +6.885229574421813936e-01 +7.270329029804614152e-01 +7.069315487159926192e-01 +6.969771915212561453e-01 +7.322032483454421481e-01 +7.309914607549714560e-01 +6.935235907585060033e-01 +7.121785755259324446e-01 +6.957933942804075400e-01 +7.216763873834111109e-01 +6.909615870325325204e-01 +6.710728382811552706e-01 +7.151176601003577105e-01 +6.997325842396264761e-01 +6.858623550308351469e-01 +6.711435523549553750e-01 +6.610331158196984802e-01 +6.853565969392789725e-01 +6.773118521747889531e-01 +6.991138919357524628e-01 +6.888046199220738686e-01 +6.796674540590572633e-01 +6.757727816211769323e-01 +7.225402683011132865e-01 +6.803984402944678322e-01 +7.599654308403032132e-01 +7.219777765619426191e-01 +7.234786930073866529e-01 +6.517757069497918110e-01 +6.642191921816333888e-01 +6.823199222375748718e-01 +7.244219777325326959e-01 +7.280410832486126083e-01 +6.828223347142454713e-01 +7.248378057708251276e-01 +6.926691846855987933e-01 +7.135449836212259811e-01 +7.154633106707635193e-01 +7.333343421883355973e-01 +6.994246953409799517e-01 +6.935823491801045293e-01 +7.031430928963331439e-01 +6.980758760501331039e-01 +7.173915413854743406e-01 +7.257514492585244170e-01 +7.176727828020617039e-01 +7.138918745637212737e-01 +6.816521822956431720e-01 +6.934882824610113516e-01 +7.550747573687743852e-01 +6.575413425920331179e-01 +6.969757693283682443e-01 +7.132099619162488580e-01 +7.242852153278036553e-01 +6.992675318707952670e-01 +7.148187633377034444e-01 +6.967573959515007687e-01 +7.093150567453321287e-01 +7.378540910047703960e-01 +7.148459932784234638e-01 +6.912436444001244240e-01 +6.807746294495018446e-01 +7.519269546457536535e-01 +7.537512959037542259e-01 +7.120358115320541970e-01 +6.832880445519009527e-01 +6.982261932693134554e-01 +6.850286588100402696e-01 +7.253322277069003121e-01 +7.248116956261867472e-01 +7.006975841695251006e-01 +6.578942270585486085e-01 +6.839398482617582431e-01 +7.145856972823878550e-01 +6.936283437339128000e-01 +6.616615701634955826e-01 +7.328492024485413481e-01 +7.114119553276907482e-01 +7.147246792487180755e-01 +7.386059786309431274e-01 +6.993805192129016746e-01 +6.943010327203609222e-01 +6.907756322898919166e-01 diff --git a/bonus_3_predictions.csv b/bonus_3_predictions.csv new file mode 100644 index 0000000..d7221b2 --- /dev/null +++ b/bonus_3_predictions.csv @@ -0,0 +1,3363 @@ +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P31 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/n +Pbca +Cc +P21/n +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P22121 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +Fdd2 +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pccn +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/a +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P63/m +P21/c +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +Pccn +P21/c +P21/c +P21/c +Pcab +P21/c +P21/c +Pnma +P21/c +P21/c +P63/m +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21 +P21/c +P21/c +P21/c +P21/c +P21/c +P21 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/n +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-421c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-421c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/n +P21/c +P21/c +Fmm2 +P21/c +P21/c +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +C2/c +P21/n +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pnma +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/a +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P63/m +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +I-42m +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pna21 +P21/c +P21/c +P21/n +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/a +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/m +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/n +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Cc +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pnma +C2/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P212121 +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pna21 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P212121 +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P212121 +P21/n +P21/c +P21/c +P21/c +Cmca +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/n +P21/c +P21/c +P21/n +P21/c +P21/n +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pc21n +P21/c +P21/c +P21/c +I-43m +P21/c +P21/c +P21/a +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/n +Cmca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +I2 +P21/c +P21/n +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/n +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P63 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21 +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +I-43m +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P63/m +Pna21 +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +P21/n +P21/c +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +Pnma +P21/c +Fmm2 +P21/c +P21/c +P21/n +P21/n +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +Fdd2 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P41212 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P212121 +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Fdd2 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +Pnma +P21/n +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +I2/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21cn +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Fmm2 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/a +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +Pcab +I2/a +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/a +P21/c +P21/c +P21/n +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pca21 +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +Pbca +P21/n +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/m +P21/c +P21/c +P21/c +P21/c +P21/c +I2/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Am +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/m +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/n +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +I-43m +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/n +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Fdd2 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +I2/a +P21/c +P21/c +P21/c +P21/c +P21/n +Cmca +P21/n +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +I2/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +C2/c +P21/n +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/a +P-1 +P21/c +Pbca +P21/c +P21/a +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +R-3 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/a +P212121 +P21/c +I41/a +P21/c +P21/c +P21/a +P21/n +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P212121 +P21/n +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P-1 +Fmm2 +P-1 +P21/c +P21/c +P21/c +Pna21 +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +C2/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21 +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +Pnma +P21/c +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +Pca21 +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P63/m +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +I-43m +P21/c +P21/c +P21cn +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pca21 +P-1 +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pnma +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P-421c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P212121 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +Pccn +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/n +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +I41/acd +P21/c +P21/c +P21/c +P21/n +P212121 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +Pbca +P21/c +P21/c +P21/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +Pnma +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +Pca21 +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +C2 +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21 +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pcmn +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +Pbcn +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +Pbca +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21 +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/m +P21/c +P21/c +P21/c +P212121 +P21/c +P21/c +Pbcn +P21/c +P63/m +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +R3c +P21/c +P21/c +Pbcn +P21/c +P21/c +P21/c +P21/c +P21/c +Pnma +P21/c +P21/c +P-1 +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/a +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbcn +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Pbca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P-1 +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +C2/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +Cmca +P21/c +P21/c +P21/c +P21/c +P21/c +P21/n +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/m +P21/c +P21/c +P21/n +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P-1 \ No newline at end of file diff --git a/task_2_predictions.csv b/task_2_predictions.csv index 8cc5e83..a891b39 100644 --- a/task_2_predictions.csv +++ b/task_2_predictions.csv @@ -1,7 +1,7 @@ True True True -True +False True True True @@ -36,7 +36,7 @@ False True False True -False +True True False True @@ -116,7 +116,6 @@ True True True True -False True True True @@ -127,12 +126,11 @@ True True True True -False True True -False True True +False True False True @@ -150,11 +148,13 @@ True True True True -False True True +False +True True True +False True True True @@ -188,7 +188,7 @@ True False True True -False +True True False True @@ -257,7 +257,6 @@ True True True True -False True True True @@ -267,7 +266,8 @@ True True True True -False +True +True True True True @@ -283,7 +283,7 @@ True True False True -True +False True True True @@ -295,12 +295,12 @@ True False True True -False True True True True -False +True +True True True True @@ -361,7 +361,7 @@ True False True True -True +False True True True @@ -369,7 +369,6 @@ True True False True -False True True True @@ -401,7 +400,8 @@ True True True True -False +True +True True False True @@ -478,7 +478,7 @@ True True True True -True +False True True True @@ -486,7 +486,7 @@ True True False True -False +True True True True @@ -506,7 +506,7 @@ True True True True -True +False True True True @@ -522,7 +522,7 @@ True True True True -False +True True True True @@ -573,7 +573,7 @@ True True True True -True +False True True True @@ -599,7 +599,7 @@ True True True True -True +False True True False @@ -614,11 +614,11 @@ True True True False +False True True True True -False True True True @@ -638,8 +638,7 @@ True True True True -False -False +True False True True @@ -648,13 +647,14 @@ True True True True -False True False True +False True True True +False True True True @@ -673,7 +673,7 @@ True True True True -True +False True True True @@ -685,7 +685,6 @@ True True True True -False True True True @@ -701,11 +700,12 @@ True True True True -False -False True True +False +True True +False True True True @@ -751,7 +751,7 @@ True True True True -False +True True True True @@ -820,9 +820,7 @@ False True True False -True False -True False True True @@ -831,18 +829,17 @@ True True True True +True +True False False True -False True True True True True -False True -False True True True @@ -853,7 +850,9 @@ True True True True -False +True +True +True False True True @@ -871,6 +870,7 @@ True True True True +True False True True @@ -882,6 +882,7 @@ True False True True +False True True True @@ -898,8 +899,6 @@ True True True True -True -False False True True @@ -907,8 +906,8 @@ True True True True -False True +False True True True @@ -918,11 +917,12 @@ True True True False +False +True True True True True -False True True True @@ -937,7 +937,6 @@ True True True True -False True True True @@ -945,17 +944,16 @@ True True True True -False True True True True True -False True True False True +True False True True @@ -967,7 +965,6 @@ True True True True -False True True True @@ -983,10 +980,11 @@ True True True True -False True True True +False +True True True True @@ -998,6 +996,7 @@ True True False True +False True True True @@ -1010,6 +1009,7 @@ True True True True +False True True True @@ -1079,10 +1079,10 @@ True True True True +False True True True -False True True True @@ -1106,16 +1106,16 @@ True True True True -False True True -False True False True +False True True True +False True True True @@ -1156,7 +1156,7 @@ True True True True -True +False True True True @@ -1204,11 +1204,11 @@ True True True True -False True True True -False +True +True True True True @@ -1222,9 +1222,9 @@ True True True True -False True True +False True True True @@ -1241,9 +1241,8 @@ True True True True -False -False True +False True True True @@ -1259,11 +1258,12 @@ True True True True +False True True False True -False +True True True True @@ -1334,7 +1334,7 @@ True True True True -False +True True True True @@ -1360,7 +1360,7 @@ True True True True -True +False False True True @@ -1384,10 +1384,10 @@ True False True True -False True True True +False True True True @@ -1397,6 +1397,7 @@ True False True True +False True True True @@ -1405,7 +1406,6 @@ True True True False -False True True False @@ -1427,7 +1427,7 @@ True True True True -False +True True True True @@ -1445,9 +1445,9 @@ True True True True +False True True -False True True True @@ -1467,7 +1467,7 @@ True True True True -False +True True True True @@ -1503,7 +1503,7 @@ True True True True -True +False True True True @@ -1598,7 +1598,7 @@ True True True True -True +False True True True @@ -1671,13 +1671,13 @@ True True True True +False True True True True True -True -True +False True True True @@ -1697,7 +1697,7 @@ True True True True -False +True False False True @@ -1713,7 +1713,7 @@ True True True True -True +False True True True @@ -1784,7 +1784,7 @@ True True True True -False +True True True True @@ -1801,7 +1801,6 @@ True True True True -False True True True @@ -1815,6 +1814,7 @@ True True True True +False True True True @@ -1838,7 +1838,7 @@ True True True True -False +True True True False @@ -1855,7 +1855,7 @@ True False True True -True +False True True False @@ -1914,7 +1914,6 @@ True True False True -False True True True @@ -1931,8 +1930,9 @@ True True True True -False True +False +False True True True @@ -1942,7 +1942,7 @@ True True True False -True +False True True True @@ -1982,8 +1982,8 @@ True True True True -True -True +False +False True True False @@ -1996,7 +1996,7 @@ True True True True -True +False True True False @@ -2026,7 +2026,6 @@ True True False True -False True True True @@ -2056,12 +2055,13 @@ True True True True -False True +False True True True True +False True True True @@ -2070,7 +2070,7 @@ True True False True -True +False True True False @@ -2078,7 +2078,7 @@ True True True True -True +False True True True @@ -2118,7 +2118,7 @@ True True False True -False +True True True True @@ -2154,7 +2154,7 @@ True True True True -False +True True True True @@ -2164,7 +2164,7 @@ False True True True -False +True True True True @@ -2196,7 +2196,7 @@ True True True True -True +False True False False @@ -2207,7 +2207,6 @@ True True True True -False True True True @@ -2215,6 +2214,7 @@ True True True True +False True True True @@ -2245,7 +2245,7 @@ False False True True -False +True True True True @@ -2290,7 +2290,7 @@ True True True False -True +False True True True @@ -2305,7 +2305,7 @@ True True True False -False +True True True True @@ -2344,7 +2344,6 @@ True True True True -True False True True @@ -2370,18 +2369,19 @@ True True True True +True False True False True True True -False True True True True True +False True True True @@ -2396,12 +2396,12 @@ True True True True +False True True True False False -False True True True @@ -2411,7 +2411,6 @@ True True True True -False True True True @@ -2426,7 +2425,8 @@ True True True True -False +True +True True True True @@ -2466,7 +2466,7 @@ True True True True -False +True True True True @@ -2512,7 +2512,7 @@ False True True True -True +False True True True @@ -2525,8 +2525,8 @@ False True True True -False -False +True +True True True True @@ -2565,7 +2565,7 @@ True True True False -True +False True True True @@ -2587,7 +2587,6 @@ True True True True -False True True True @@ -2595,7 +2594,8 @@ True True True True -False +True +True True True False @@ -2635,7 +2635,7 @@ True True True True -True +False True True True @@ -2647,6 +2647,7 @@ True True True True +False True True True @@ -2675,7 +2676,6 @@ True True True True -False True True True @@ -2720,7 +2720,7 @@ True True True True -True +False True True True @@ -2800,14 +2800,14 @@ True True False True +False True True True +False True True True -False -True True True True @@ -2815,7 +2815,7 @@ True True False True -False +True True True True @@ -2934,7 +2934,6 @@ True True True False -False True True True @@ -2943,7 +2942,6 @@ True True True True -False True True True @@ -2968,7 +2966,6 @@ True True True True -False True True True @@ -2977,7 +2974,10 @@ True True True True -False +True +True +True +True True True True @@ -3004,8 +3004,8 @@ True True True True -False -False +True +True False True True @@ -3013,13 +3013,14 @@ True False True True +False True True -False True True True True +False True True True @@ -3032,7 +3033,6 @@ True True True True -False True True True @@ -3043,11 +3043,11 @@ True True True True +False True True True True -False True False True @@ -3057,7 +3057,7 @@ True True True True -False +True True True True @@ -3070,13 +3070,13 @@ True True True True -False True True True True True True +False True False True @@ -3122,9 +3122,9 @@ True True True True -False True True +False True True True @@ -3166,7 +3166,7 @@ True True True True -True +False True True True @@ -3196,13 +3196,12 @@ True True True True -False True True True True -False True +False True True True @@ -3214,18 +3213,17 @@ True True True True -False True True True True True True -False True True True True +False True True True @@ -3234,12 +3232,14 @@ True True False True +False True True True True True True +False True True True @@ -3263,7 +3263,7 @@ True False False False -True +False True False True @@ -3278,7 +3278,6 @@ True True False True -False True True True @@ -3286,16 +3285,17 @@ True True True True -False True True True -False True True +False +True True True True +False True True True From 6b43598a55551b279df9f43f8e0a145d815ed248 Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 16:07:37 +0100 Subject: [PATCH 11/16] Create bonus_2_predictions.csv --- bonus_2_predictions.csv | 3363 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 3363 insertions(+) create mode 100644 bonus_2_predictions.csv diff --git a/bonus_2_predictions.csv b/bonus_2_predictions.csv new file mode 100644 index 0000000..31485d8 --- /dev/null +++ b/bonus_2_predictions.csv @@ -0,0 +1,3363 @@ +1.041231547518564184e+03 +1.097725359139668171e+03 +1.163666384898878277e+03 +9.932548556797737547e+02 +1.330362615610956709e+03 +7.482007900442849859e+02 +1.100930999425010668e+03 +9.949984979598953032e+02 +1.181398287688854907e+03 +9.264931323092718003e+02 +9.153554976992199954e+02 +1.140420693240184391e+03 +9.407850968207646929e+02 +1.140412909362801656e+03 +7.652348650190822354e+02 +7.781777331673285971e+02 +1.078865983353590082e+03 +8.470428429259384302e+02 +1.060762318476259452e+03 +1.050986389556045651e+03 +9.704851483975828614e+02 +1.144226523695018159e+03 +1.044722060942237022e+03 +7.589235808650873878e+02 +1.073612850636189251e+03 +7.255919942155480840e+02 +1.038911134103244422e+03 +7.204287091533407192e+02 +6.173168476005382672e+02 +1.174022642351699233e+03 +7.289691709453593376e+02 +4.243435250981496552e+02 +5.000772643654042895e+02 +1.054987903884516072e+03 +9.420787318284402545e+02 +9.816447470281182177e+02 +1.031098953835030443e+03 +9.493942900595548053e+02 +4.259336793067941471e+02 +8.375155055468453611e+02 +1.239559485308780950e+03 +6.764954694333684984e+02 +7.146441143046165507e+02 +8.016361001366096843e+02 +1.194193107165312085e+03 +6.400798757386455691e+02 +9.418296651030333351e+02 +5.349596315622707152e+02 +1.086635501043531121e+03 +9.358727933491231852e+02 +1.190041235862806388e+03 +9.344593350671017333e+02 +1.116076309724870953e+03 +7.195802058483484416e+02 +9.703404708449671716e+02 +5.438032507474947579e+02 +7.179163535419385198e+02 +1.053878398407567602e+03 +1.152764464056569068e+03 +1.153235320658315004e+03 +1.099196623392047513e+03 +1.038965368246146909e+03 +3.180232056079796621e+02 +6.744573191925912852e+02 +8.834321011190920672e+02 +6.397988972750542871e+02 +1.035174813305186717e+03 +9.460889498485952345e+02 +9.100630665120429512e+02 +1.309138387964988851e+03 +1.110351832451934115e+03 +9.850387900850223559e+02 +1.434162388959360214e+03 +9.573478753208854641e+02 +1.038965368246146909e+03 +1.034254750651778068e+03 +9.194902404844997363e+02 +9.488164912226371825e+02 +4.442119049324145976e+02 +6.171973314026711250e+02 +1.246983972282735976e+03 +7.523927178269693741e+02 +1.054267437856103697e+03 +1.192589072079253128e+03 +4.455302441730116243e+02 +6.756403931077975358e+02 +9.330474463554901376e+02 +1.108805631488292420e+03 +1.047367342660639451e+03 +1.124318120396528911e+03 +1.000696162326429430e+03 +6.639941053055035809e+02 +7.765790567979038315e+02 +1.072805411117156837e+03 +7.816186030988772018e+02 +1.138488023930177633e+03 +8.390570334630788238e+02 +8.902705554854342154e+02 +6.090310081168829583e+02 +7.570212365292326240e+02 +1.194084800640764115e+03 +1.032131501448325935e+03 +1.238105058251584978e+03 +8.196175469149818582e+02 +1.023219834873416858e+03 +1.104191047495552993e+03 +9.831361196277633780e+02 +8.647384343135512381e+02 +1.105191759753154429e+03 +3.180232056079796621e+02 +8.865570662091365648e+02 +1.985472904142735615e+02 +7.570212365292326240e+02 +7.474451980922999610e+02 +7.240605551575558820e+02 +9.252596319042004325e+02 +9.278518744889834124e+02 +4.499793024745346202e+02 +9.125014621152449763e+02 +9.924518856230934034e+02 +9.322961886650091401e+02 +9.585657840904318618e+02 +7.118761322157270115e+02 +9.924518856230934034e+02 +1.303412446777301284e+03 +8.015891341495300821e+02 +9.662249015758395672e+02 +9.713213424220946308e+02 +6.144476626159771513e+02 +6.671256724227063160e+02 +3.967405519339674811e+02 +6.653785356042770900e+02 +5.486048065183671270e+02 +1.045374926130115909e+03 +4.089919864017324471e+02 +1.007012634388998094e+03 +8.042561101551053753e+02 +1.025457988457656029e+03 +8.306433718578755361e+02 +9.531436022474067613e+02 +9.296338220158763761e+02 +1.104993856792851147e+03 +1.307022025208229934e+03 +7.927044637108034522e+02 +1.031109897243669820e+03 +7.454040052901948457e+02 +9.090972260520860573e+02 +9.906817699106436521e+02 +4.975249106093592673e+02 +1.024575323831272954e+03 +1.014285606079636636e+03 +9.752349094245296328e+02 +9.794946525259655346e+02 +1.041453880704018502e+03 +7.479599515809550212e+02 +6.869590839061311272e+02 +8.157511334950929722e+02 +1.180846187242214000e+03 +1.000718017446328986e+03 +1.220211287603179699e+03 +1.153016743327762924e+03 +5.820134924897049586e+02 +9.303555281820633809e+02 +9.164080213357319735e+02 +1.131644396057211679e+03 +1.171751827069997489e+03 +9.314940928580559785e+02 +1.045569423070951871e+03 +6.590284419960901232e+02 +1.001086013599310377e+03 +1.256868170366789855e+03 +2.922267713443505954e+02 +7.853842414754632273e+02 +5.725068604503593406e+02 +3.180232056079796621e+02 +5.323687710962177562e+02 +5.517432578625312090e+02 +1.203881585468376443e+03 +1.033347975928642882e+03 +8.312372636856696317e+02 +6.784017737960149361e+02 +6.615773793419216418e+02 +1.253908969699087720e+03 +3.180232056079796621e+02 +6.771475730041005363e+02 +5.336422559387722231e+02 +7.664957814398912888e+02 +8.916918038998423981e+02 +1.184821733515414508e+03 +1.199088137858078653e+03 +8.172689172277088119e+02 +1.103987754682598506e+03 +7.030867405231622342e+02 +1.148785257769152850e+03 +3.238200419111516339e+02 +7.461792678188464834e+02 +1.238712276639491392e+03 +6.187118355973976804e+02 +9.194902404844997363e+02 +5.397330213490615733e+02 +7.365549138683261390e+02 +9.535321981388433414e+02 +1.253009237980634680e+03 +1.137840789798351125e+03 +4.196452583657392097e+02 +8.953897796913663569e+02 +1.123426857086318705e+03 +8.555532153778722204e+02 +1.309059277595813001e+03 +7.059059202437874774e+02 +8.765589566148489666e+02 +7.724259285710459153e+02 +1.048195989861947965e+03 +1.296249560419689715e+03 +5.901832198254826380e+02 +1.063190451583760023e+03 +1.133921485772878896e+03 +1.163515873031898536e+03 +1.064395297810344800e+03 +6.644154838105018825e+02 +8.004516677285789683e+02 +9.738772093575539657e+02 +1.157850283857069826e+03 +1.018869574341056818e+03 +5.965048643381787770e+02 +9.736021625768726153e+02 +5.901497822451939328e+02 +1.388013974689049974e+03 +8.531873507075008547e+02 +9.887354796697825350e+02 +1.045876790040458445e+03 +9.985850220309093856e+02 +1.051255285606065627e+03 +6.408785599473476395e+02 +5.217572240434622017e+02 +1.202816339176745259e+03 +2.683791612979449610e+02 +8.113562790119101464e+02 +1.007541507474251716e+03 +7.916813169006853741e+02 +7.146441143046165507e+02 +7.770849332280533872e+02 +1.079584700787032034e+03 +1.191044135210967397e+03 +1.142191922315765851e+03 +8.516752339759511869e+02 +8.914533538039834184e+02 +6.285251697384530871e+02 +1.341346920091049469e+03 +8.646122805200295716e+02 +1.161534525331573377e+03 +9.938319432541261449e+02 +1.264403296865405309e+03 +5.921219509586640015e+02 +4.897065775534524619e+02 +8.795187562998461317e+02 +7.283651961554990066e+02 +8.834311332053439401e+02 +9.651805791503811633e+02 +9.843545516102570900e+02 +5.805186197765705174e+02 +8.272216981152755579e+02 +5.971648707067586201e+02 +9.867463944406046039e+02 +7.222077718782848024e+02 +7.801654209139463774e+02 +7.196646472356674167e+02 +9.158721310028287235e+02 +7.400621990707368241e+02 +4.351826761987183545e+02 +9.576961022207545966e+02 +1.056211370134825756e+03 +1.119650556370891309e+03 +9.287911603083639420e+02 +5.831280883257272762e+02 +2.683791612979449610e+02 +7.724338835420835494e+02 +6.752946310015015570e+02 +1.250909249002667366e+03 +9.448970818965209446e+02 +8.791006316211428384e+02 +1.090700253338351558e+03 +1.184394819214130848e+03 +7.420133158257308423e+02 +1.197855388611878880e+03 +1.088064371106211411e+03 +9.963602958692283664e+02 +1.077969110582971098e+03 +8.978492893190046971e+02 +1.043506791412143684e+03 +9.841319640594074372e+02 +9.589366610916400759e+02 +9.563661970105052887e+02 +9.058845576519074712e+02 +1.144226523695018159e+03 +9.686467752052917604e+02 +8.706733082160517370e+02 +6.746007517367228274e+02 +1.273998731952298840e+03 +1.102950528431823841e+03 +8.383416635754940671e+02 +1.081208251752916794e+03 +5.773969691451966355e+02 +1.031109897243669820e+03 +1.161310320367268559e+03 +7.367172607667996544e+02 +8.601114257805074885e+02 +6.752946310015015570e+02 +1.169916931241164320e+03 +4.123117857865715905e+02 +1.102461592350420915e+03 +8.653308350441665198e+02 +1.321727010009125934e+03 +8.575337933125379095e+02 +8.895734425287148497e+02 +6.204997136879874233e+02 +8.522069987739278076e+02 +7.051387055469713232e+02 +5.524063889315382312e+02 +9.862363084647300866e+02 +1.140458812490808668e+03 +1.201334957251422566e+03 +8.199516369201153339e+02 +9.821978962386687044e+02 +1.101940967336825906e+03 +1.045369915701538730e+03 +1.138105228863254524e+03 +7.848062455848278205e+02 +8.608776357503680856e+02 +1.188532775402942207e+03 +7.395966076496929418e+02 +4.442119049324145976e+02 +8.858894523205982523e+02 +1.104701122894753098e+03 +4.974489390113067202e+02 +1.307306040154839593e+03 +8.926489415590242515e+02 +7.119847048690949123e+02 +7.438018127766314365e+02 +9.217249075414561048e+02 +1.057507716462748704e+03 +3.180232056079796621e+02 +9.600465491286247470e+02 +6.424018821948079676e+02 +1.123609363214592577e+03 +1.165605400313069595e+03 +5.490279333980818137e+02 +1.353128489395774750e+03 +1.255572453687588677e+03 +1.066039034713637193e+03 +1.151151129760962021e+03 +8.589229720515563713e+02 +1.105525467726428815e+03 +9.756358544512725075e+02 +6.315853220861295085e+02 +6.878450454655335307e+02 +9.826926313112111302e+02 +6.159005568482012904e+02 +1.106668059743106596e+03 +9.765605400697965024e+02 +1.033868765048335717e+03 +1.076787578109380320e+03 +5.095014929437926412e+02 +1.161975211349933943e+03 +1.032843013099388600e+03 +1.010484056878075080e+03 +8.275730929409083956e+02 +1.170768794911561827e+03 +8.596649930878973009e+02 +8.056676052137904662e+02 +8.788187425571638869e+02 +1.301788495940160828e+03 +1.217746367788533689e+03 +4.655612609850749095e+02 +7.723026840113284379e+02 +8.699672288694889630e+02 +8.122845319490185148e+02 +1.069214691664302109e+03 +6.716235465421605113e+02 +1.318310258962324724e+03 +1.070365790920121526e+03 +1.120718976755864560e+03 +7.773373323494594160e+02 +7.466631907698174473e+02 +1.397328066105399557e+03 +9.513376872017632877e+02 +1.007694020786451006e+03 +1.150024778115960771e+03 +9.384646673590277715e+02 +9.804320660827750089e+02 +9.168069107751387037e+02 +4.157122854594821320e+02 +1.030196057987181121e+03 +6.677651337047147990e+02 +8.604439659055904031e+02 +8.437722148699923537e+02 +8.502322506457221607e+02 +9.008186756192658322e+02 +1.381461442766588107e+03 +1.076210336234031729e+03 +7.306804334590988219e+02 +1.107279241507384995e+03 +4.522811070086337395e+02 +6.630831422436169760e+02 +1.093388805231260903e+03 +5.007647077475110109e+02 +8.591244643057655139e+02 +1.021079705244489787e+03 +5.034563786448302380e+02 +9.219000437801678345e+02 +1.232711472882640919e+03 +7.767066778335019990e+02 +9.836235323747213215e+02 +8.913048672551960863e+02 +1.182202527171027214e+03 +7.331629085666943411e+02 +6.185768622451528245e+02 +1.158757123584285182e+03 +1.226350106345823406e+03 +1.002711635423120470e+03 +9.669901012405073288e+02 +1.132946351977841687e+03 +8.135267152923788672e+02 +8.834376578260817041e+02 +1.114631982741233287e+03 +9.756504189444713120e+02 +9.084700202035995744e+02 +7.856306058676515249e+02 +1.026034467737535124e+03 +1.088485243518132393e+03 +9.839219740593634924e+02 +1.147532349932762827e+03 +9.924518856230934034e+02 +9.623451344856014202e+02 +1.083237932634182016e+03 +9.507415162810368656e+02 +8.241462978621209459e+02 +8.108234795862308601e+02 +1.155003460927460310e+03 +7.085862792983182317e+02 +1.083315438859373444e+03 +6.590284419960901232e+02 +8.654354969324443800e+02 +9.112162077535729168e+02 +8.765589566148489666e+02 +7.120050441464532014e+02 +1.079716732934694392e+03 +8.822748851443744798e+02 +8.491603507411973624e+02 +9.123069327581747530e+02 +6.752946310015015570e+02 +6.719551470809851708e+02 +9.693900930747591929e+02 +9.376128676081901858e+02 +1.113459906450497328e+03 +4.220551003032661015e+02 +1.011870326611286941e+03 +1.244127585153451037e+03 +8.652597432392016117e+02 +6.468433447811208907e+02 +1.141608035025070421e+03 +6.529859501901673866e+02 +5.370838171502502973e+02 +8.967830903977014714e+02 +1.046509074023737412e+03 +6.529859501901673866e+02 +7.492481121729140341e+02 +4.496020136880039217e+02 +5.397330213490615733e+02 +5.127843348395811063e+02 +4.143969189832532720e+02 +9.299117250450178744e+02 +9.523231616957352799e+02 +7.053829996351209957e+02 +3.984192933789652216e+02 +5.756151298001842633e+02 +1.075601370180711456e+03 +9.351581237102884643e+02 +3.606648976943847629e+02 +6.159958424117579625e+02 +6.284019509241331889e+02 +8.090083279812097317e+02 +9.240469299960736862e+02 +7.495820400336424427e+02 +8.624668599050585271e+02 +1.113448547606264128e+03 +7.817217215745868089e+02 +4.669463957359895403e+02 +6.613324389278413946e+02 +1.214807604839303849e+03 +1.091353832858016176e+03 +9.907732604145663799e+02 +7.133097315654028989e+02 +1.191751199836224259e+03 +2.922267713443505954e+02 +1.115220338757254012e+03 +8.851192540215620284e+02 +9.924518856230934034e+02 +1.140514419174913201e+03 +7.298022765824548515e+02 +7.972548658177975085e+02 +1.093799610007353067e+03 +6.471141820895312549e+02 +4.102147543291620195e+02 +1.152532810992706800e+03 +1.228878772928943135e+03 +4.849162032307785921e+02 +3.995641019066575836e+02 +8.471833396596530292e+02 +2.569388628325434638e+02 +1.153785178931990231e+03 +8.665453154973763503e+02 +6.336815620877248421e+02 +9.851836408142069104e+02 +8.180625503924420627e+02 +8.241462978621209459e+02 +4.422918482352135925e+02 +6.711946578786139526e+02 +1.152278122657714903e+03 +6.767011675741759973e+02 +4.942181770292125975e+02 +9.836320616963320163e+02 +1.132882124924311711e+03 +1.135797133490933902e+03 +1.194348418033655435e+03 +8.897969964480807903e+02 +1.066109687468677066e+03 +1.002607486161549787e+03 +1.139030951872933656e+03 +1.194100030132659413e+03 +8.346107706877693317e+02 +7.054131645382695979e+02 +1.092215291064565463e+03 +9.648938799531080122e+02 +1.325102435352895100e+03 +9.009034445941476861e+02 +1.054192878512407560e+03 +8.198408868072910991e+02 +1.236036982216322031e+03 +9.009034445941476861e+02 +5.664749878923423694e+02 +1.263792668189154938e+03 +8.167015520110071520e+02 +8.181573935492410783e+02 +8.780011768190927341e+02 +1.222593517796303104e+03 +9.678506869914129993e+02 +1.080659496200127705e+03 +9.765082160692278421e+02 +1.090357440542387394e+03 +6.619925726867074900e+02 +9.536430579585367013e+02 +1.241137596709278114e+03 +3.356120059452579767e+02 +7.485375347403111164e+02 +7.486647445443272773e+02 +8.147539714567151350e+02 +5.581331110270548379e+02 +9.980699783264620919e+02 +1.051848166610539693e+03 +6.777959595535105564e+02 +1.036051774074003788e+03 +3.180232056079796621e+02 +1.064741862110427292e+03 +1.257593454331918110e+03 +1.105522979060066973e+03 +7.498685492003362469e+02 +4.669463957359895403e+02 +7.803697277399298855e+02 +6.891466281453260763e+02 +8.314021181855089253e+02 +9.586081608164405452e+02 +1.140521937141456874e+03 +1.088520248725573538e+03 +1.375771903663089688e+03 +1.017424447090531885e+03 +9.982369232641997314e+02 +6.285251697384530871e+02 +7.628118298816546030e+02 +1.220749064751381184e+03 +1.231987908545312393e+03 +9.341545630568240313e+02 +9.939483745537786490e+02 +8.620386646168625475e+02 +8.208197746759001348e+02 +1.100710334422094775e+03 +9.394469355594553690e+02 +1.005358715135289458e+03 +1.020859666285522167e+03 +8.922121530416126234e+02 +3.180232056079796621e+02 +7.068712462383750790e+02 +1.073870825445357468e+03 +2.976900208272136297e+02 +1.041502254475227801e+03 +5.746494997676597905e+02 +4.852653148670084420e+02 +8.060920562398321181e+02 +1.188764154207911133e+03 +2.217170859865026102e+02 +9.377727371425523870e+02 +9.142839225807640560e+02 +6.483347164375595639e+02 +1.074404407700243610e+03 +5.392321695790078593e+02 +5.761866490756140138e+02 +4.535858019729050739e+02 +9.887517322037152780e+02 +9.483640972803592604e+02 +1.077561265634527444e+03 +1.232335475997970207e+03 +8.026612574468717867e+02 +7.775948329400368948e+02 +3.788024771644327302e+02 +1.006241811407655405e+03 +9.523257073207706753e+02 +3.516179728693621200e+02 +1.146943705438490724e+03 +3.021551637804502661e+02 +1.414088943894421391e+03 +5.023281283307958347e+02 +4.673624812149665786e+02 +8.490418509623220871e+02 +8.363288078449729710e+02 +1.084953404331964521e+03 +1.157975480492241104e+03 +7.727205452101406991e+02 +7.855896731455521831e+02 +8.757702725466695028e+02 +1.107916446689640679e+03 +1.036195618038861994e+03 +7.809179599383583081e+02 +1.038777685975047916e+03 +1.043032505516845731e+03 +1.044183990565374870e+03 +1.232869221939225099e+03 +1.245134562378261080e+03 +1.109380985890554484e+03 +6.293071240136583810e+02 +1.011303933802069196e+03 +6.041717483229451773e+02 +7.024240494628179476e+02 +3.801700747282011434e+02 +1.064489663905299039e+03 +3.966112877648786252e+02 +4.825208964232197104e+02 +4.499999022335355221e+02 +8.466862380065713296e+02 +1.204932720899110564e+03 +8.923728376563149141e+02 +3.180232056079796621e+02 +1.189343819358174414e+03 +1.193663848927471918e+03 +8.283728716149248612e+02 +1.045725392604160788e+03 +1.108037080367787667e+03 +7.774938677023947093e+02 +1.030438943884599666e+03 +7.685830371653473776e+02 +6.579295512570056417e+02 +1.129865833668775849e+03 +1.062196357966466167e+03 +8.481205336173534306e+02 +1.078315519460501491e+03 +7.863155399977943034e+02 +9.875348974296349525e+02 +1.323701559794335481e+03 +9.972226424224008952e+02 +8.181799750839716125e+02 +1.014236170464022052e+03 +3.021551637804502661e+02 +1.258829049108042454e+03 +1.076028280051809588e+03 +1.094535042766682636e+03 +8.285739497553373667e+02 +1.134465688418979425e+03 +6.162531618079560758e+02 +9.064413779862866249e+02 +1.204449798933240572e+03 +3.180232056079796621e+02 +7.820051692486537149e+02 +8.449319091776769710e+02 +1.214527692735446635e+03 +5.440624764020732300e+02 +1.003074111883322644e+03 +4.855098101261686452e+02 +9.879478442526238950e+02 +6.630831422436169760e+02 +1.323126066587443802e+03 +1.147811480135249440e+03 +8.063659748505305060e+02 +1.286602333507544472e+03 +1.042808530824154559e+03 +1.108682285421155257e+03 +6.090310081168829583e+02 +9.377774229089433220e+02 +1.030732892244038794e+03 +9.191970949769877279e+02 +7.056352342197010330e+02 +9.000925553932006551e+02 +1.067664876451502323e+03 +7.367172607667996544e+02 +6.752946310015015570e+02 +9.563232528808373445e+02 +6.726747724203821690e+02 +1.111027004565053630e+03 +4.078099758856188828e+02 +1.176885427154445551e+03 +1.204495905901495917e+03 +1.209489512890928381e+03 +9.354095671702789332e+02 +8.370465588012084481e+02 +3.287833427079990543e+02 +7.723026840113284379e+02 +1.175443720578848570e+03 +5.437974484523806495e+02 +8.324440343582564310e+02 +1.086750481759813738e+03 +5.666457783344415020e+02 +8.385650880264015541e+02 +1.120401446418210526e+03 +9.548432145801396018e+02 +7.427131527323372211e+02 +9.224063233612853310e+02 +9.563936618037778317e+02 +7.165411965510320442e+02 +9.957901483875571103e+02 +8.903232025534944114e+02 +7.158957694332191295e+02 +5.231999726999360973e+02 +7.315823937048130574e+02 +1.050019310902911229e+03 +7.303761030951708335e+02 +8.635965443219984081e+02 +6.925820969307405903e+02 +8.809986307874014528e+02 +8.131041723250359610e+02 +1.006531219681629636e+03 +9.816063588879417239e+02 +1.061110367978247268e+03 +7.693213112357959744e+02 +3.180232056079796621e+02 +9.299117250450178744e+02 +1.230911687497848106e+03 +3.826593435504021272e+02 +8.200851917916585307e+02 +1.084903550027472875e+03 +7.464935216684795023e+02 +6.942851798918057966e+02 +1.002472241074369208e+03 +1.310154289821661905e+03 +1.136429358109336135e+03 +9.750478460480952663e+02 +7.958690025516257265e+02 +1.084526828177156858e+03 +9.845435022264322242e+02 +8.580787795179828663e+02 +5.531125345993579003e+02 +1.186305239259731025e+03 +8.421496240097055761e+02 +9.739063124984456863e+02 +7.358787298351808204e+02 +1.072694132734023697e+03 +1.196176946117470834e+03 +8.140519745490983041e+02 +9.317157326538168718e+02 +1.158368746146609965e+03 +7.739432137723515552e+02 +1.047329406946461177e+03 +5.314760402452243397e+02 +9.348455305816253258e+02 +1.101538781276009331e+02 +1.019565602602922922e+03 +1.178741688507673871e+03 +1.175702522206245249e+03 +1.209518187088695413e+03 +1.172030082812593946e+03 +6.624362922814312924e+02 +7.689842078105830296e+02 +9.402679180834825274e+02 +1.159478081462020782e+03 +4.910608757142595096e+02 +8.393118563781165449e+02 +1.068310635962679726e+03 +7.479599515809550212e+02 +1.063246273445840643e+03 +1.279123587229421901e+03 +1.357440224512021132e+03 +1.177673530232186295e+03 +1.285185359339364368e+03 +1.066423066627773551e+03 +1.145464396066753352e+03 +1.136923018886034015e+03 +9.739841550533437839e+02 +4.617531439633689843e+02 +9.698789849039928868e+02 +1.140529545321232717e+03 +8.285307888894267307e+02 +6.291291582918438507e+02 +1.191179331287306013e+03 +7.078497574879679632e+02 +1.144322206338742262e+03 +8.851192540215620284e+02 +6.870141039540453676e+02 +5.251258741602973714e+02 +7.506901015147614089e+02 +8.925750732603682991e+02 +7.725209904761734379e+02 +8.810257775788272738e+02 +1.198395643395822390e+03 +6.171857785335690778e+02 +1.162631882303398697e+03 +1.182093901842728201e+03 +9.660775941484200757e+02 +7.626652254650005034e+02 +1.110503164800752074e+03 +1.011838550010462086e+03 +1.152061604603847172e+03 +2.262770631794238625e+02 +9.054943192776150909e+02 +1.013956692250155015e+03 +1.016790101059270114e+03 +8.077790636577531131e+02 +6.794204793258986683e+02 +9.089403743793374133e+02 +6.852187386809134750e+02 +9.447394787297374705e+02 +8.497615660158671744e+02 +8.719873315569981287e+02 +8.681929303161423377e+02 +1.148287375691307716e+03 +1.214474683528897913e+03 +1.147178956749080726e+03 +1.205561874425094629e+03 +3.180232056079796621e+02 +8.173815259303592029e+02 +7.804890113890282919e+02 +8.930046959832891389e+02 +1.196944712518521101e+03 +1.017569264168385416e+03 +1.075327384585153141e+03 +5.866551786481309136e+02 +9.924922727912687606e+02 +4.576163183935326515e+02 +9.731598993852487638e+02 +7.385625234627575537e+02 +9.751979161366198241e+02 +8.934761001775477780e+02 +7.904883884118198694e+02 +7.057713274636382721e+02 +9.254465760411143265e+02 +7.752884046861795468e+02 +1.018813182829687776e+03 +6.702909687072210545e+02 +6.747358024808887649e+02 +8.161497549493533370e+02 +1.264097014590635354e+03 +7.846781162688885161e+02 +1.023822926594732508e+03 +1.143972835528602900e+03 +1.079050046281662617e+03 +1.051778521560165927e+03 +1.019241285194664442e+03 +1.074261067733398249e+03 +8.130854399929032752e+02 +9.027866805099795329e+02 +7.079929806100112728e+02 +7.923208198676196616e+02 +3.934566278543370572e+02 +5.680798215288568827e+02 +1.029307983490800780e+03 +1.072448459290632172e+03 +6.442573239247485617e+02 +1.119064214281807608e+03 +9.145565873464533979e+02 +1.071165866459334666e+03 +7.438708791591104728e+02 +1.079616766008404284e+03 +1.219005082386168397e+03 +9.268052981693361971e+02 +1.232965501486870380e+03 +7.574641774964512706e+02 +7.513873991596046835e+02 +1.202526829813656377e+03 +7.583076097047517123e+02 +1.012274692652335148e+03 +9.142062516428850358e+02 +9.483846760999120988e+02 +8.113757472734666862e+02 +8.397822222169679662e+02 +6.565819838484920865e+02 +1.033813862495506328e+03 +9.936489110775441986e+02 +9.880989426126875514e+02 +8.611609418565171836e+02 +8.458909705114533608e+02 +7.037835604868172368e+02 +8.568103126977410966e+02 +9.265182103068523247e+02 +5.204458702620037229e+02 +8.638893300274072544e+02 +6.538399284256694273e+02 +5.693397792335880467e+02 +6.640760333540345073e+02 +9.408334848486694000e+02 +1.218480248729082177e+03 +1.016682436199322638e+03 +7.077941744891481903e+02 +1.268443899852291452e+03 +3.180232056079796621e+02 +9.113248038171267353e+02 +6.887612483924049229e+02 +9.597357571458379653e+02 +7.479599515809550212e+02 +2.882174841118529685e+02 +1.187423959562819618e+03 +6.953739694895821231e+02 +7.289691709453593376e+02 +9.567509254914933763e+02 +1.034254750651778068e+03 +5.521125033005334899e+02 +6.406997503955225284e+02 +4.019103220350957599e+02 +1.109186819341305181e+03 +6.630831422436169760e+02 +1.215274400280800364e+03 +1.082875707222117853e+03 +7.778623478773577062e+02 +7.427308582244745594e+02 +1.120203765921168724e+03 +3.021551637804502661e+02 +1.019473437578956691e+03 +7.661205810576398108e+02 +6.251987032936103788e+02 +1.125708817705796719e+03 +1.078866156513453916e+03 +8.766129047603616300e+02 +8.500852725388419913e+02 +9.061571616512867422e+02 +1.283540511067509669e+03 +1.397089271475287205e+03 +9.841088955751766889e+02 +5.155149859069151717e+02 +9.057290583745434560e+02 +1.130006650015761807e+03 +7.983137970461687019e+02 +8.650241425756357785e+02 +1.001206763309804955e+03 +1.104069625938794161e+03 +6.193438071461740719e+02 +9.286047730379633549e+02 +6.624362922814312924e+02 +9.812257780414579429e+02 +3.732231999373379381e+02 +1.180845985295668243e+03 +7.770440523230721510e+02 +7.602130199046629286e+02 +8.454105477373057056e+02 +7.709030200562888240e+02 +7.039191743211346193e+02 +1.262205537011103388e+03 +2.181882792530388997e+02 +8.916740955894608760e+02 +1.001535976552821921e+03 +1.017774160567111494e+03 +5.545218027934984093e+02 +7.783888402691732153e+02 +8.228985804227954759e+02 +9.069547282454013839e+02 +2.005436144393238465e+02 +4.738702771157490474e+02 +9.359909300816591440e+02 +7.535770551845231466e+02 +1.198395643395822390e+03 +1.187230347922929013e+03 +8.197948666955624049e+02 +7.436070277535193327e+02 +5.263896186692512629e+02 +8.461609022533323241e+02 +5.189387381628703224e+02 +1.002789073401253745e+03 +1.066084044254340142e+03 +8.486237468719788239e+02 +1.120718976755864560e+03 +5.013658872974915539e+02 +1.215111063610122073e+03 +7.501585785301421083e+02 +1.167673652322998350e+03 +9.917965771381403783e+02 +7.038017890691662615e+02 +3.966112877648786252e+02 +7.292301606560126856e+02 +1.493649227871782159e+03 +1.128245027349541488e+03 +8.437607297966287661e+02 +1.011461587423499168e+03 +6.680341917206396829e+02 +8.541011001105948708e+02 +3.180232056079796621e+02 +1.118129002055876299e+03 +8.825731064957793706e+02 +1.095656405776860311e+03 +1.114317543119482480e+03 +8.267701587020178522e+02 +8.601114257805074885e+02 +1.156134156850730051e+03 +4.049860309285087396e+02 +1.127568001527456317e+03 +8.828697548719055703e+02 +8.568584100333093829e+02 +8.061198819081623697e+02 +8.710855985527819030e+02 +1.070471631100920149e+03 +1.202864244342588790e+03 +1.100025330888398912e+03 +7.299365998597636462e+02 +9.688506276356021090e+02 +9.922958833041016078e+02 +6.705245271890267986e+02 +8.233464632222264754e+02 +1.319719994252609467e+03 +8.869623865935268441e+02 +1.002012088279538375e+03 +1.085603232103113896e+03 +8.237747163887320312e+02 +9.216763660874066773e+02 +1.241778275171886207e+03 +5.650877017286252340e+02 +1.020245124237022196e+03 +6.483347164375595639e+02 +3.603182663180934924e+02 +1.112736928436476774e+03 +1.179733006578283494e+03 +1.033811095638242477e+03 +1.091445918110528055e+03 +9.633678786752436736e+02 +6.200937210126775199e+02 +9.432692073428340791e+02 +7.795990539705239826e+02 +6.105033392884301975e+02 +4.207824934350501280e+02 +9.299117250450178744e+02 +5.397330213490615733e+02 +1.133281950257681274e+03 +1.319108027017340191e+03 +1.194985447273044883e+03 +1.284420230711906243e+03 +8.875835432530077469e+02 +9.166760686386016914e+02 +1.067611429553571270e+03 +1.003044424711381907e+03 +1.396246043279309106e+03 +9.164080213357319735e+02 +7.435311636881058348e+02 +8.706909834942476891e+02 +6.863832505977877645e+02 +9.106294778014846543e+02 +9.218365529754519230e+02 +1.244686314156488152e+03 +9.754387464299289832e+02 +6.701748152475440747e+02 +4.499999022335355221e+02 +9.913477498748620746e+02 +4.963437299671554683e+02 +7.477386920358234192e+02 +1.195860039178030775e+03 +8.629377357017124268e+02 +2.976900208272136297e+02 +9.193560853358189888e+02 +4.677788134931186050e+02 +1.063542027816060909e+03 +8.927194933407313329e+02 +1.128899035357517278e+03 +1.002625401480640448e+03 +9.010590017405984327e+02 +7.654439617023045912e+02 +1.109042520771387217e+03 +7.107895200077576874e+02 +3.372154675834208319e+02 +1.144567662919552276e+03 +6.593817125721774346e+02 +7.519182067281878972e+02 +8.856553084134905021e+02 +9.306275871871279151e+02 +5.351353591706222232e+02 +9.166598032420680511e+02 +1.008596779308516147e+03 +1.491610690782941674e+03 +8.883515011354072612e+02 +9.924518856230934034e+02 +7.720774103633274308e+02 +1.219840388094550462e+03 +1.131735622082276222e+03 +8.082430097498856867e+02 +1.104126238726259544e+03 +6.543341521446263869e+02 +1.050241180163003946e+03 +5.128286017589651919e+02 +9.612076103325654231e+02 +1.378306592316121623e+03 +5.615322646445766850e+02 +9.824667521350469315e+02 +1.271292421118529091e+03 +7.346709979467709672e+02 +1.131447692769199875e+03 +9.811310270002119296e+02 +6.733594612329766278e+02 +9.058487039267989758e+02 +1.233162338882023732e+03 +9.439494463784440086e+02 +8.605675644173483079e+02 +1.092393591663026200e+03 +1.031621295625269340e+03 +6.212643790726983752e+02 +8.605675644173483079e+02 +7.594447741623584989e+02 +1.001485715051391253e+03 +1.286534660351057028e+03 +5.274351303270104836e+02 +7.626650366346659666e+02 +1.178894448294585800e+03 +3.180232056079796621e+02 +8.605675644173483079e+02 +5.465961745384465758e+02 +9.691488264684469414e+02 +9.298874379714177394e+02 +1.236958993345259159e+03 +6.462717610530760339e+02 +7.204694742697967058e+02 +7.792785229439500654e+02 +7.504754574534665608e+02 +7.203348113839172129e+02 +1.222376590648271758e+03 +5.446298460716385534e+02 +6.182340179738425832e+02 +8.164818122220698342e+02 +1.144226523695018159e+03 +1.148946174989911015e+03 +7.200203993664628115e+02 +9.284876409153971508e+02 +8.116606260794994796e+02 +6.763402714978475387e+02 +6.118601445127037550e+02 +5.480205902039306238e+02 +7.448660362252749110e+02 +7.680344816879528480e+02 +3.537377593564854124e+02 +9.401215193159182490e+02 +1.142235083038027597e+03 +7.597313989030330958e+02 +8.571067391353176390e+02 +1.123417687036697998e+03 +1.357035786137935702e+03 +1.145099665183733578e+03 +8.654547630231472795e+02 +6.598183504290224164e+02 +5.117578731653220530e+02 +4.855098101261686452e+02 +9.704027052621781877e+02 +1.145926498782307817e+03 +1.178694820296870603e+03 +7.148949187564211343e+02 +1.006975709746739085e+03 +5.908905764627872941e+02 +1.105574024843099778e+03 +8.287688650386179461e+02 +1.144259023521167819e+03 +1.278857926648914599e+03 +6.839833864077679664e+02 +6.418381618971141052e+02 +9.242125892296570555e+02 +1.075819095830650895e+03 +4.650146368806217652e+02 +1.224595850816447864e+03 +8.554476221633428850e+02 +9.409387236476832186e+02 +9.930615456090600901e+02 +9.998403162290667296e+02 +8.733609562102619748e+02 +8.755827301367303335e+02 +1.249792217255157539e+03 +8.091574361908924402e+02 +6.711946578786139526e+02 +6.803848101337912340e+02 +1.133293419078821898e+03 +8.583341395780124685e+02 +7.628118298816546030e+02 +8.073732986039219668e+02 +7.801654209139463774e+02 +1.103094323107702166e+03 +7.750977156050438452e+02 +1.035596447492925790e+03 +5.354297641743958138e+02 +2.262770631794238625e+02 +6.959915636669491050e+02 +1.009247624825175990e+03 +1.330782028372294462e+03 +5.350358966812918879e+02 +1.307022025208229934e+03 +8.619794882467847401e+02 +9.961170429720394850e+02 +9.990065945509850280e+02 +8.706093536898163165e+02 +7.376084553679924056e+02 +9.880989426126875514e+02 +5.744760973480049415e+02 +1.226151430808151190e+03 +1.125073351312262048e+03 +8.900942420281214709e+02 +1.185565201187745970e+03 +8.024114223084654896e+02 +9.487230173109776388e+02 +1.026266656027210956e+03 +1.058785703013105376e+03 +6.923663434029751897e+02 +4.292683344359247712e+02 +1.090562893340286337e+03 +9.480038187170590618e+02 +5.862569082225722923e+02 +6.946350820646773627e+02 +1.077328365810696141e+03 +4.080911621320892664e+02 +1.197849230187272497e+03 +5.350358966812918879e+02 +6.786633192359288387e+02 +9.194902404844997363e+02 +1.273893929614283024e+03 +8.289836382014002538e+02 +7.477386920358234192e+02 +1.164857943489452282e+03 +3.811422739304337028e+02 +7.400529214043422144e+02 +8.942846065058201930e+02 +9.816343374880077590e+02 +1.020995652595355864e+03 +7.421830645288462165e+02 +6.081722378355509591e+02 +9.013724197064292412e+02 +7.691354935299150384e+02 +8.489545755504237832e+02 +1.148819027544772325e+03 +1.133293419078821898e+03 +1.063592199857475634e+03 +1.064945292663850068e+03 +6.182796142475847319e+02 +9.321937436697128305e+02 +1.031725043594281942e+03 +7.328139936429939780e+02 +1.051940654109863317e+03 +8.647429722248598409e+02 +1.063592199857475634e+03 +1.134663043358545110e+03 +1.004585345953956107e+03 +6.373589070036732664e+02 +1.177744135297271896e+03 +1.085618523470688842e+03 +6.384096608102602204e+02 +1.045327178512456612e+03 +9.563661970105052887e+02 +1.085885860708553537e+03 +8.896192490990057422e+02 +9.560440400783372752e+02 +1.017627950217045054e+03 +9.024776823200209037e+02 +4.576163183935326515e+02 +9.244751615230360358e+02 +1.135223870815141709e+03 +1.049309667385304692e+03 +1.036014234693087701e+03 +9.853517137744842103e+02 +8.945501176649306672e+02 +4.423172155370616565e+02 +9.971975545303814670e+02 +7.195867039067591122e+02 +7.602993412461987646e+02 +1.315199674622726889e+03 +1.040354019012420395e+03 +1.138984951038267809e+03 +8.730186872705997985e+02 +1.216810046678791878e+03 +1.004774223648877182e+03 +9.890367410986506229e+02 +1.083695265099089511e+03 +9.021091099097652659e+02 +1.033979519736914426e+03 +8.149048138413911602e+02 +9.743195173699399447e+02 +7.983243776329045431e+02 +6.212643790726983752e+02 +8.443979658851651493e+02 +1.232965501486870380e+03 +8.320894333994549470e+02 +5.591072972557481080e+02 +1.113988672969444224e+03 +1.287437782359304038e+03 +1.180334778131782059e+03 +9.753802988602732285e+02 +8.516449053232130382e+02 +9.061571616512867422e+02 +1.123968697975246414e+03 +1.227130569989215019e+03 +8.188563193904701620e+02 +6.490914683651656105e+02 +8.709802887600521899e+02 +1.067603799890229993e+03 +1.205797467934493852e+03 +8.336758379823609175e+02 +9.836734698162193808e+02 +1.004603794884631270e+03 +1.080122995204445942e+03 +5.538885584379406737e+02 +8.402201249245626968e+02 +9.616185220765937629e+02 +1.147794792818657243e+03 +7.212316431547459388e+02 +1.234169333188682003e+03 +7.828458894930300858e+02 +1.092198193950684299e+03 +8.073808130665709086e+02 +5.311147970459336420e+02 +8.581267388890034908e+02 +1.061160117977289701e+03 +7.195802058483484416e+02 +9.519723623627407960e+02 +7.008628273194171925e+02 +8.614591995589061071e+02 +7.996450323754731926e+02 +1.153667955318947406e+03 +1.013181788365498278e+03 +8.884176258003307112e+02 +7.652348650190822354e+02 +1.134691578940581621e+03 +9.898442574998261989e+02 +9.476472545675885613e+02 +6.778229304222163591e+02 +8.646122805200295716e+02 +3.320926983942416086e+02 +1.162305646767971893e+03 +1.004320491009865691e+03 +1.132907011446271781e+03 +9.245939511953051806e+02 +4.125584206652971488e+02 +9.045929173021522729e+02 +1.118395233111166135e+03 +9.447409164890877946e+02 +1.326711208427747351e+03 +8.461188503332284654e+02 +8.765589566148489666e+02 +8.131694938329117122e+02 +7.677956023184372043e+02 +1.035971096612918245e+03 +7.314228347100502106e+02 +9.055600896337634822e+02 +1.347698517041881587e+03 +4.895102641262842553e+02 +9.109983130839848400e+02 +7.602130199046629286e+02 +1.097579733409004575e+03 +1.032623821951805439e+03 +1.178005379743190133e+03 +1.008677375673461256e+03 +7.801654209139463774e+02 +1.083789107100390993e+03 +7.602130199046629286e+02 +7.558229774823998923e+02 +8.122845319490185148e+02 +1.089378647735326012e+03 +3.913449240125523829e+02 +8.615965347708438458e+02 +7.933421940975590587e+02 +9.115932218182597353e+02 +1.114657748099397622e+03 +1.103824701110489968e+03 +4.422918482352135925e+02 +1.314056419956040372e+03 +6.488611788231796709e+02 +1.010594597984384563e+03 +1.350878693036029290e+03 +7.181868121485371148e+02 +1.308199248858445571e+03 +9.654016961546963103e+02 +1.284936552107189300e+03 +1.348821134995147077e+03 +6.538399284256694273e+02 +8.029708603912181388e+02 +8.514891689609601144e+02 +8.276451284538816253e+02 +9.924518856230934034e+02 +9.048874362968630294e+02 +1.031375951072892349e+03 +8.543918219593310823e+02 +1.186102512143226932e+03 +1.221392872757613304e+03 +3.789114926137625616e+02 +1.023727082633676559e+03 +6.529859501901673866e+02 +5.188861176016359877e+02 +1.024520509096354772e+03 +1.139660322465049603e+03 +5.105651697875430273e+02 +1.117232663855225383e+03 +8.593480746764475953e+02 +6.125713036451483049e+02 +1.064204940163908759e+03 +1.057731380306071060e+03 +1.001485292392244332e+03 +1.082077340479610939e+03 +4.974489390113067202e+02 +9.521046018619151710e+02 +9.191913443400162578e+02 +5.307505292894923059e+02 +5.926912643150201347e+02 +9.104750067984330144e+02 +7.328139936429939780e+02 +7.620120919367409442e+02 +8.286843617938075113e+02 +1.396401626587753981e+03 +1.112663996823848720e+03 +4.669463957359895403e+02 +8.936105916491205789e+02 +1.177134597311720881e+03 +3.180232056079796621e+02 +7.064181135107460250e+02 +8.461510628399770440e+02 +1.162841191671982870e+03 +9.506355650106213488e+02 +3.966112877648786252e+02 +4.086945941868436876e+02 +6.895787383435040283e+02 +6.630831422436169760e+02 +6.711878336650386245e+02 +7.501585785301421083e+02 +7.008417734501592804e+02 +4.167530381724155291e+02 +9.565951782304098288e+02 +8.898879054557526160e+02 +1.064496974253540429e+03 +1.139932184462469650e+03 +9.212960370185295460e+02 +6.538399284256694273e+02 +8.377649590624826033e+02 +8.969482037256832427e+02 +1.125110182519704722e+03 +1.120045899980006652e+03 +8.868032451501976539e+02 +1.256751971077121198e+03 +7.922618183572308226e+02 +6.601469270552829585e+02 +1.190108365766989891e+03 +8.546781947680417488e+02 +1.128878582239414300e+03 +1.012734263897169285e+03 +1.066443701692596505e+03 +3.770818322133727634e+02 +9.185491242139366932e+02 +1.167499108031507149e+03 +1.205617199136767340e+03 +1.013705696194815346e+03 +7.141767865142137452e+02 +9.915005847607691294e+02 +6.844345367398047983e+02 +1.287853655721555242e+03 +1.105758032852253564e+03 +1.038821052815598705e+03 +7.701008748462741096e+02 +8.311705307043679340e+02 +8.899178883410111212e+02 +9.052314906988809753e+02 +1.121128051201747894e+03 +3.340409994903918687e+02 +1.110673465804485659e+03 +1.021955644973318613e+03 +9.229661174647055759e+02 +9.853161080978834434e+02 +1.051463264818943344e+03 +9.851978185248381124e+02 +6.538399284256694273e+02 +7.620570414796025034e+02 +1.187548523244188800e+03 +1.050181447217252753e+03 +7.724405808891804099e+02 +8.608623924722667198e+02 +1.198403326572730748e+03 +6.484705056988511842e+02 +9.986066713455670651e+02 +1.132234443062537821e+03 +1.023243286398511259e+03 +6.050113241937581279e+02 +1.024855787587030818e+03 +1.073287242741625960e+03 +6.318432760976103282e+02 +1.033868765048335717e+03 +1.084655284220585372e+03 +7.439389338053433676e+02 +8.961953600767153603e+02 +8.823208885858823578e+02 +9.761334820179757799e+02 +1.233366668153441879e+03 +8.265541986683870164e+02 +1.068063078519837063e+03 +1.083309338525737076e+03 +9.431890746370469287e+02 +1.126170947530368721e+03 +4.669463957359895403e+02 +1.286742202230765088e+03 +1.032437188302880031e+03 +1.123895137280022936e+03 +5.369922653565879500e+02 +8.961452053480497852e+02 +8.142851513414054807e+02 +1.134375894263799410e+03 +6.779391449300865133e+02 +8.824866435770709359e+02 +9.275353446454893174e+02 +9.045929173021522729e+02 +5.397125849723993269e+02 +5.226131567356117102e+02 +7.179163535419385198e+02 +7.983455867861298429e+02 +7.806807916575701256e+02 +9.651805791503811633e+02 +8.605675644173483079e+02 +1.275731258831651303e+03 +1.072805862741774263e+03 +1.055115188171348109e+03 +9.486223448466348600e+02 +7.156319810893860449e+02 +1.124839021473855155e+03 +1.162229021427387806e+03 +9.576653347019540661e+02 +1.194054228578108905e+03 +9.646465373867539483e+02 +6.973840038188366179e+02 +9.409433086315216315e+02 +8.898879054557526160e+02 +1.064879139768486311e+03 +1.245715390148501228e+03 +8.185126501430145254e+02 +9.604895583415509464e+02 +9.643624867971806225e+02 +1.022872136947941954e+03 +1.383972152239972502e+03 +1.137366864444024486e+03 +7.427941413299722626e+02 +3.180232056079796621e+02 +7.804065070853491761e+02 +9.035275336051616932e+02 +1.088221159472859199e+03 +6.462017311049285127e+02 +8.900303989062301753e+02 +1.182267266639083118e+03 +9.125558883480089207e+02 +1.067958799531242676e+03 +7.783234665956400704e+02 +7.532217641594195356e+02 +8.214107027120678595e+02 +9.683137230824429480e+02 +8.322104099309689218e+02 +1.118721303822119353e+03 +7.471949620231387144e+02 +9.977915927904620048e+02 +8.639676714366894430e+02 +9.942244942593124506e+02 +9.656780318260553031e+02 +7.526949523911807773e+02 +1.016058988275223555e+03 +9.277426632731826430e+02 +1.125369231616374236e+03 +9.346695969298253885e+02 +1.290662353245074428e+03 +7.359843601569850762e+02 +7.983137970461687019e+02 +9.526492045605125440e+02 +1.416812677253652737e+03 +7.117254624253903330e+02 +7.442726172871107337e+02 +7.982478335144389803e+02 +8.954412376474335815e+02 +1.451335968061121093e+03 +1.144604272492710606e+03 +3.770818322133727634e+02 +9.614652887723410686e+02 +1.079583887307268469e+03 +1.181505670494720107e+03 +1.119354681913914646e+03 +7.944146507812288291e+02 +1.329295653313235107e+03 +8.507380776830439117e+02 +3.180232056079796621e+02 +1.278898691415399526e+03 +5.118833663623379380e+02 +8.604439659055904031e+02 +8.802969768879652293e+02 +1.260802761120227615e+03 +1.184394613321151155e+03 +1.129775360969523717e+03 +7.882457287475233443e+02 +9.849880287750534080e+02 +8.197000995577440108e+02 +6.116435289721077879e+02 +8.553182060688235424e+02 +8.768737716434279719e+02 +9.074012392295152267e+02 +1.046566020419161532e+03 +2.262770631794238625e+02 +1.023075848233413012e+03 +1.002415153115393423e+03 +9.554430610609581436e+02 +1.052722478283825239e+03 +1.022106570455250221e+03 +1.120963976741352781e+03 +7.412063915367621121e+02 +9.194840757629608561e+02 +3.083799145192059541e+02 +8.964689377714241800e+02 +6.466156674117798957e+02 +9.240268782373751719e+02 +6.775662512959925152e+02 +7.225452055435857801e+02 +1.065111182348329976e+03 +6.433611809520616589e+02 +9.891317399499587282e+02 +1.189622563663979236e+03 +5.808867620727705798e+02 +9.646007244545971844e+02 +8.234589981233923481e+02 +4.352598663051796848e+02 +8.640931591257809714e+02 +8.865846616406047360e+02 +1.217502364521594245e+03 +5.531949320983362668e+02 +1.117689982847363353e+03 +7.775486848165596712e+02 +5.974550749789655129e+02 +9.998281150620827020e+02 +1.281235551611900291e+03 +1.154576098288134290e+03 +1.015523055131342630e+03 +8.720670684149846466e+02 +5.121115546730954975e+02 +9.337469126410594527e+02 +1.211044523180984925e+03 +1.059839780108720788e+03 +4.422918482352135925e+02 +1.063071298595606095e+03 +8.470830046912274156e+02 +4.148139898669796821e+02 +7.217929191925352370e+02 +4.531515408446168749e+02 +8.765589566148489666e+02 +5.933830663402886785e+02 +1.149315755631745105e+03 +1.080560789110806581e+03 +1.119064214281807608e+03 +1.069152072817021462e+03 +7.740343206374312786e+02 +8.456205985392964521e+02 +3.329511468609558733e+02 +7.973956269567642039e+02 +7.317558262590521281e+02 +4.687858958724796139e+02 +5.603979136572213520e+02 +3.180232056079796621e+02 +1.179463131412889879e+03 +8.157670519179541770e+02 +3.826593435504021272e+02 +8.700152532096374216e+02 +8.267218582885061551e+02 +1.001543629241511439e+03 +9.252403656761773618e+02 +1.007332526413528512e+03 +1.174939101884159982e+03 +2.976900208272136297e+02 +1.083195639469091020e+03 +5.336422559387722231e+02 +9.196718907036503197e+02 +1.071471352133898563e+03 +1.028288146486640471e+03 +6.378374684508235077e+02 +1.090406888323220528e+03 +1.408953604531462133e+03 +8.605675644173483079e+02 +1.050046103451772524e+03 +7.195802058483484416e+02 +8.961926738618453783e+02 +8.130854399929032752e+02 +1.152264880804760651e+03 +7.538195385276151228e+02 +7.993582169124092616e+02 +7.499769935174333568e+02 +7.706696507064724528e+02 +1.027248754927998107e+03 +1.027160908543638470e+03 +6.428839798800993321e+02 +4.855098101261686452e+02 +8.314917575029802492e+02 +4.425763821093175920e+02 +6.586833970291520473e+02 +8.768737716434279719e+02 +7.096319197913985590e+02 +7.802042983279186501e+02 +5.514483358308805236e+02 +1.030759050867804262e+03 +4.043012523798964821e+02 +8.765856667245195695e+02 +9.409978898223623673e+02 +3.802412416014862515e+02 +4.766063000030013654e+02 +7.044582252356759682e+02 +8.313306746552179902e+02 +6.478035258698878351e+01 +1.118836591404880892e+03 +1.091136190932096724e+03 +7.482007900442849859e+02 +4.425763821093175920e+02 +7.759374786907517318e+02 +1.355321738769984677e+03 +1.145428725606908984e+03 +8.328335211017829351e+02 +1.116845011396112568e+03 +7.436151054961942464e+02 +1.172774000601650869e+03 +7.476701698691733782e+02 +8.241893960448369398e+02 +1.147178956749080726e+03 +9.459259983432975787e+02 +9.566681178630426530e+02 +8.833313529305137308e+02 +9.188650437767909125e+02 +9.261835643743320361e+02 +3.826752981832631235e+02 +8.291489964563163539e+02 +9.784197545905576590e+02 +4.423172155370616565e+02 +1.025751056569697084e+03 +8.993464167639276639e+02 +9.146721333853005262e+02 +5.170904676142199605e+02 +9.280260868159318761e+02 +1.063190451583760023e+03 +1.343673850311735350e+03 +6.784807932267950719e+02 +7.419439065692987469e+02 +3.180232056079796621e+02 +5.728846301719125904e+02 +1.014157258462839309e+03 +9.474049779181914346e+02 +8.435608285835621700e+02 +9.924518856230934034e+02 +3.562868951673051470e+02 +1.059326363231051801e+03 +7.479599515809550212e+02 +8.869050729436013398e+02 +1.105778026589800902e+03 +1.188400527362468210e+03 +5.683375557023019837e+02 +7.933421940975590587e+02 +1.021097494543874291e+03 +5.027219738991938129e+02 +1.145098806442256091e+03 +1.243705673607230437e+03 +1.081561110463297382e+03 +1.053414335039535899e+03 +9.338959656933708402e+02 +1.015266217859035123e+03 +1.197989624566960174e+03 +9.009964828698496149e+02 +1.194360189713486079e+03 +1.226291338466779962e+03 +8.618526580866514450e+02 +5.416344944582195922e+02 +7.756155722083681212e+02 +9.674394733031306259e+02 +1.219127006864116083e+03 +8.128075886101877359e+02 +7.805209479012819429e+02 +5.418577383948934312e+02 +1.067169057473109206e+03 +6.479936841604226174e+02 +1.115128266274389262e+03 +1.000151233129985712e+03 +1.055630820734314966e+03 +5.923930060041529941e+02 +8.313325103328282921e+02 +1.029126253423480193e+03 +9.253007142984241682e+02 +6.796128982655947084e+02 +9.424206729608976048e+02 +9.390383969534268545e+02 +1.178894448294585800e+03 +7.482007900442849859e+02 +1.173700590301462853e+03 +1.096245009491291512e+03 +7.484097217979433481e+02 +1.143218385200380453e+03 +1.025132726205995823e+03 +1.128665042591147994e+03 +3.180232056079796621e+02 +1.006218312631328558e+03 +1.057332919716795914e+03 +1.422502568927517132e+03 +1.109600372626723129e+03 +1.073537635182163740e+03 +7.305891359846125397e+02 +6.622370445964872943e+02 +1.014601473795798142e+03 +7.395966076496929418e+02 +6.465614624462191387e+02 +7.204694742697967058e+02 +1.233629329035403771e+03 +9.653134268972278278e+02 +8.460182774240921617e+02 +4.423172155370616565e+02 +8.436735228795391777e+02 +1.364848055111367557e+03 +3.770818322133727634e+02 +6.801191717454048558e+02 +1.268441523580414014e+03 +1.014825615124120304e+03 +1.278971751339472348e+03 +6.816892629733217746e+02 +8.695568225120268835e+02 +1.137154846356332655e+03 +8.947375976853970769e+02 +3.603182663180934924e+02 +3.180232056079796621e+02 +1.035181582988251193e+03 +1.242573832469841363e+03 +8.152852290564713940e+02 +9.134061497070008500e+02 +7.284536255784983041e+02 +1.105131924061359086e+03 +7.242292305869154916e+02 +9.088173933711391328e+02 +7.380711541918543617e+02 +6.148189417082890031e+02 +7.745739987688036763e+02 +1.077539171147823026e+03 +9.734933740333882497e+02 +9.009247562163146767e+02 +3.801700747282011434e+02 +1.089254104591579107e+03 +9.543804046098332492e+02 +8.181387268479744534e+02 +6.073010271508826463e+02 +9.924518856230934034e+02 +7.538195385276151228e+02 +1.324448110555873654e+02 +9.658696985539966136e+02 +6.708384185751638142e+02 +6.294415334879515740e+02 +8.264312112359505136e+02 +9.776861469515132512e+02 +1.265701055097739527e+03 +9.692619529888390844e+02 +9.402636972028237778e+02 +6.300586116908168606e+02 +1.077180442365749968e+03 +9.130739111906960943e+02 +7.189036415662453692e+02 +8.504224264164041642e+02 +1.098895199398970362e+03 +6.844753513427210692e+02 +1.120736936317131722e+03 +6.456602700231806011e+02 +1.143207971540597100e+03 +1.159225394272217727e+03 +4.970514229500528245e+02 +1.324012351154447515e+03 +1.045662440524870362e+03 +8.345545411915550176e+02 +9.043139337018540118e+02 +4.121252617365013293e+02 +9.850387900850223559e+02 +9.913157218813513509e+02 +1.000759759939303876e+03 +8.656311890204837027e+02 +8.334624503127473645e+02 +1.053915538898750128e+03 +6.098120762137825750e+02 +1.194701278299749902e+03 +1.260579405742994368e+03 +7.765573111888011226e+02 +9.517354872032593676e+02 +1.050880217560652454e+03 +4.137400011438737693e+02 +1.036943301920929798e+03 +9.021615377212297062e+02 +5.977402503684411386e+02 +1.173095378663964766e+03 +1.077925562450639745e+03 +9.807417744473486891e+02 +5.720029491360588736e+02 +1.141037420532803026e+03 +5.474457387102146413e+02 +1.048700865096410325e+03 +8.846216526914353153e+02 +1.230857766438529325e+03 +6.285251697384530871e+02 +9.167600465182464404e+02 +1.023046956116654087e+03 +1.289320295581749178e+03 +8.122845319490185148e+02 +1.128048915661047886e+03 +8.253241236863948416e+02 +9.584394516071588441e+02 +9.013881787622852926e+02 +5.831280883257272762e+02 +8.732535994053307604e+02 +5.199359210887939753e+02 +3.180232056079796621e+02 +6.204997136879874233e+02 +1.281024748357747740e+03 +8.881639437306473610e+02 +1.000411067679502025e+03 +3.770818322133727634e+02 +1.184670814483901040e+03 +1.170659882361458131e+03 +9.288461305125018725e+02 +6.142402781101455957e+02 +1.055018309383592168e+03 +1.050151191593645763e+03 +1.202790155441422257e+03 +8.712399909905929007e+02 +9.948416834064398699e+02 +1.214191166958834174e+03 +9.700094806667184457e+02 +8.967988522610321525e+02 +1.079735292332803283e+03 +8.623773217677193088e+02 +7.130795344837696348e+02 +9.017257132002462185e+02 +4.435123433979922538e+02 +1.084356284800308003e+03 +9.830933722832228341e+02 +7.644896334711140753e+02 +7.031045748736499945e+02 +6.529859501901673866e+02 +6.947571265421131557e+02 +2.262770631794238625e+02 +1.232622225630497041e+03 +1.066029361767393311e+03 +7.250215839994872340e+02 +7.890056847853247746e+02 +8.878706026693706690e+02 +6.922386684147104461e+02 +7.367573141847879015e+02 +7.037835604868172368e+02 +7.843107792700636764e+02 +7.805317979739777456e+02 +1.335373153550457573e+03 +8.143981819614687083e+02 +8.957447018659789819e+02 +1.106131645657012996e+03 +1.023302577212544634e+03 +6.593817125721774346e+02 +1.356767674383711892e+03 +1.165339228752512781e+03 +9.987985459767910470e+02 +1.045805991099439780e+03 +1.050252655288651567e+03 +8.370226647278809651e+02 +8.981445046233259291e+02 +8.588545193662521342e+02 +1.090700253338351558e+03 +9.902165032623103116e+02 +2.401343012008193512e+02 +1.026065405495591222e+03 +5.842168923642025220e+02 +5.101367842468011986e+02 +7.111205385923046833e+02 +6.285251697384530871e+02 +1.165339228752512781e+03 +1.288814107715804766e+03 +1.168817608388086683e+03 +6.538399284256694273e+02 +1.083309972642940465e+03 +4.576163183935326515e+02 +4.669463957359895403e+02 +7.127476537031487851e+02 +1.055366765549537831e+03 +9.246575331407525482e+02 +6.678263988815729135e+02 +6.760870812718360412e+02 +9.733911637382617528e+02 +8.878706026693706690e+02 +9.928481412531103842e+02 +1.236514768619669212e+03 +1.009844928229864536e+03 +9.505894821760185778e+02 +9.955532698080934324e+02 +4.359593870523202668e+02 +9.621233256957342519e+02 +7.536038038064364173e+02 +9.404214020481407488e+02 +1.094976058775671163e+03 +6.431380235526507931e+02 +1.229518358472133059e+03 +8.632984160248248600e+02 +1.207428549217115687e+03 +1.109443601432913965e+03 +6.568042014940747322e+02 +1.109480798421360305e+03 +8.810257775788272738e+02 +1.091070322695906270e+03 +4.398103005203165594e+02 +6.212643790726983752e+02 +7.889984453915222957e+02 +1.093566166481116397e+03 +7.652348650190822354e+02 +8.644151284291951924e+02 +7.718355159186139645e+02 +9.911693602508203185e+02 +1.073791946376270516e+03 +6.762045337619119891e+02 +6.308464835557419974e+02 +8.654521205266578363e+02 +9.739841550533437839e+02 +9.307361504923095481e+02 +3.238793592846678848e+02 +9.232303599875924647e+02 +1.044677463339195128e+03 +7.482007900442849859e+02 +6.719551470809851708e+02 +7.137620101736822562e+02 +3.826593435504021272e+02 +1.215111063610122073e+03 +1.217502364521594245e+03 +9.030100026373963829e+02 +8.636299059111578345e+02 +1.044791215697502366e+03 +7.996450323754731926e+02 +1.207076247678948675e+03 +9.450271657896021225e+02 +6.092974188000366667e+02 +8.634947365849061498e+02 +1.125194101675634556e+03 +9.333003099098906432e+02 +1.149719631208018654e+03 +9.656780318260553031e+02 +9.865429389990579239e+02 +1.018049711442604575e+03 +4.876535890535883482e+02 +7.895224948325471814e+02 +5.157631975164197229e+02 +1.077873696675220799e+03 +7.270158251999632739e+02 +8.584981032314406093e+02 +9.969644002118998287e+02 +1.007087922897981457e+03 +8.193178996409609454e+02 +1.026047731283050098e+03 +1.078956903441484428e+03 +1.010764330657066125e+03 +1.038776354114113701e+03 +1.041218266640704314e+03 +1.212281469278292889e+03 +1.187299169075788996e+03 +1.273758179079206911e+03 +8.111836848819127681e+02 +6.542436918125588363e+02 +9.144586980965984822e+02 +9.157553529701298203e+02 +1.164370157194534158e+03 +8.191372981401437983e+02 +5.432295028304220068e+02 +1.192225207523914378e+03 +1.168899742351779423e+03 +8.164223827340510979e+02 +1.038165895972587350e+03 +6.378021929087876742e+02 +1.066681985308312051e+03 +1.107202035805711148e+03 +4.667974777073710584e+02 +9.774516621835927026e+02 +6.072594092911035659e+02 +5.878133834354101737e+02 +1.171508442360719073e+03 +7.752298076700831189e+02 +1.147114279443111172e+03 +1.259569181737733288e+03 +1.054659100524344012e+03 +5.971648707067586201e+02 +5.329792098299653844e+02 +1.064589352908570163e+03 +1.081492568385673621e+03 +8.477447302852863231e+02 +6.290068729239072809e+02 +7.363239792316787771e+02 +1.207444440057727661e+03 +7.253199592221642433e+02 +1.222017264050597532e+03 +7.212986672884542259e+02 +8.913048672551960863e+02 +1.125602256054083227e+03 +8.819355944452371432e+02 +1.023987009440326688e+03 +1.097323675118049778e+03 +1.167779316112577362e+03 +9.644622758962682383e+02 +5.793999291710224497e+02 +8.708410210099353890e+02 +9.179748601443325242e+02 +8.381061159719984062e+02 +9.107980787544686336e+02 +1.314311423516735886e+03 +8.194098066838168961e+02 +6.505845567540272896e+02 +1.130708849524502057e+03 +5.550106658053828141e+02 +1.340346178592110391e+03 +1.060348874420077436e+03 +9.228386185052859219e+02 +4.636720651508912852e+02 +1.040902334374617794e+03 +1.177588513693910272e+03 +4.363841534146304184e+02 +9.402576480042009734e+02 +1.119064214281807608e+03 +1.051579815203786666e+03 +1.118869673608261564e+03 +9.062599672089511387e+02 +1.186460395468664046e+03 +9.367133330826095516e+02 +7.538195385276151228e+02 +8.789467831185046407e+02 +5.983533372795809555e+02 +1.710855407760008120e+02 +1.107315502211856256e+03 +7.068041606203014453e+02 +1.265349177794237676e+03 +1.170846721774493517e+03 +3.180232056079796621e+02 +9.719588422809615622e+02 +9.694874050195837754e+02 +8.626240583960483264e+02 +7.366791141797511955e+02 +7.540466782412461271e+02 +3.180232056079796621e+02 +1.172403172162711599e+03 +9.130739111906960943e+02 +6.846654912774645254e+02 +1.119336086234357026e+03 +1.041604370627638446e+03 +1.119064214281807608e+03 +9.888164550797499714e+02 +9.212989901992382329e+02 +1.038965368246146909e+03 +9.784197545905576590e+02 +1.194565604688862095e+03 +9.449244809289643854e+02 +1.124935845858575931e+03 +1.321177691802175104e+03 +9.547399934900613516e+02 +1.298447957438631647e+03 +7.011416520736206621e+02 +1.024063539234178279e+03 +8.345127204601567428e+02 +1.012823920801826603e+03 +6.835524266123054531e+02 +1.093137245658321945e+03 +8.895734425287148497e+02 +7.007681271888154697e+02 +7.114313730423100424e+02 +6.436129150651048576e+02 +1.090357440542387394e+03 +8.235451167543616293e+02 +7.588682760898232118e+02 +1.112667973087983000e+03 +8.193604540068980668e+02 +1.078759432269778472e+03 +1.133541008880353957e+03 +9.779235362127894859e+02 +1.792262509283044892e+03 +1.062091716867941614e+03 +1.165695356054196964e+03 +1.005273063467068368e+03 +4.040517433225462582e+02 +8.584066415825489003e+02 +1.155008430478887021e+03 +1.013812727936354804e+03 +5.460094594075159193e+02 +9.674643019569396074e+02 +5.172710037772141050e+02 +3.356120059452579767e+02 +1.074547818617241319e+03 +8.036612753327449354e+02 +1.041819472059043619e+03 +9.600177783584740610e+02 +7.423467660370660042e+02 +1.138709980091231273e+03 +9.889496824046003667e+02 +1.199303667091957323e+03 +8.880568268908506298e+02 +1.050451308005504188e+03 +3.647394020287632657e+02 +3.934566278543370572e+02 +1.320478161103126240e+03 +9.986828137183615581e+02 +7.033499309517216034e+02 +1.066386127776274634e+03 +7.740343206374312786e+02 +2.262770631794238625e+02 +1.095378779737056448e+03 +5.359264630877689797e+02 +8.391381220522198419e+02 +9.133791125259251658e+02 +8.310719355642038408e+02 +1.160870675196694947e+03 +5.934881801535902923e+02 +6.634546838731921525e+02 +9.740135867193721424e+02 +8.034261699683147526e+02 +7.479599515809550212e+02 +1.339418246372726571e+03 +7.934879765047928686e+02 +7.312878971218611923e+02 +1.135026403335110899e+03 +6.916815598929629232e+02 +1.079159899725962987e+03 +1.119550319446087997e+03 +7.501585785301421083e+02 +9.133670909529050732e+02 +9.650517992481876490e+02 +1.036195618038861994e+03 +9.427289948727921001e+02 +9.635673646095385720e+02 +7.628840067181533868e+02 +4.302948909535555231e+02 +1.236523367003159137e+03 +9.214103081195213463e+02 +1.228187873626159671e+03 +7.137735988708293462e+02 +6.507255358234895084e+02 +9.267436818799999401e+02 +1.200178759924312999e+03 +8.874141119893779432e+02 +9.640426883191402112e+02 +1.128278188580953611e+03 +1.012117620754728705e+03 +3.859084675840520049e+02 +6.459168606100706711e+02 +7.685188953544302422e+02 +6.171973314026711250e+02 +8.478567838481387753e+02 +8.696477230393909394e+02 +4.365129154047240263e+02 +5.477603927455679695e+02 +6.442573239247485617e+02 +1.096694197223160472e+03 +7.723026840113284379e+02 +1.120402595053148843e+03 +6.538399284256694273e+02 +1.178568152239889514e+03 +1.025751056569697084e+03 +6.643471125072223913e+02 +1.118791514932584505e+03 +1.020604398756799355e+03 +7.279359476251374872e+02 +8.705016246849879735e+02 +7.379561084939473403e+02 +1.258496170711964851e+03 +8.967945324959088111e+02 +8.253581234861653684e+02 +2.859031581774379447e+02 +5.971648707067586201e+02 +1.380773809816778794e+03 +1.042195738815742970e+03 +1.264777149584412882e+03 +1.147621300404025078e+03 +6.455659293236516305e+02 +6.593817125721774346e+02 +4.563627153978775368e+02 +9.307361504923095481e+02 +7.231932829329425658e+02 +1.104887344129893563e+03 +5.188861176016359877e+02 +1.260967714296604981e+03 +6.246124192352194768e+02 +1.196066500831982012e+03 +1.173061200578379157e+03 +1.103249594587760839e+03 +1.244224381005563373e+03 +9.045929173021522729e+02 +6.145810216549584766e+02 +9.633295330837613619e+02 +1.339366352254379990e+03 +1.163702329015935675e+03 +5.791561583365494243e+02 +1.090171754492579112e+03 +1.059996154410489453e+03 +4.040517433225462582e+02 +8.073322350070327502e+02 +1.130353504993733623e+03 +8.776169101527364091e+02 +8.732488384871917333e+02 +8.172455025026090425e+02 +5.231169951580793622e+02 +1.182431323415570432e+03 +1.186081171311514709e+03 +1.090328656567287453e+03 +9.659670107750712305e+02 +9.873928040321025037e+02 +1.391979903877786001e+03 +8.568103126977410966e+02 +7.700652000042321106e+02 +8.183911214998204287e+02 +9.645829461144426205e+02 +8.088516518517096756e+02 +8.154755260414576696e+02 +9.194902404844997363e+02 +4.425763821093175920e+02 +8.117277099025158122e+02 +7.656513722461845646e+02 +1.000411371919691646e+03 +1.126087921870453556e+03 +1.041180533809696499e+03 +1.059607404849641171e+03 +1.168596185902529669e+03 +8.480109600335995310e+02 +6.393657618073980302e+02 +8.427020901682191152e+02 +9.252403656761773618e+02 +1.136647917147890894e+03 +8.647264782420354550e+02 +1.366493298148119038e+03 +7.859186772885309438e+02 +1.141562036295169037e+03 +1.012033351338478951e+03 +1.309221330387249736e+03 +1.017258291832343389e+03 +1.130909601248419904e+03 +1.252994813615867770e+03 +1.144226523695018159e+03 +9.381810083029806719e+02 +1.336378644451443506e+03 +9.411772809333480154e+02 +1.156729847461981763e+03 +1.277701504671383191e+03 +4.442119049324145976e+02 +5.233372368117286442e+02 +1.219922110094875734e+03 +6.013354412901765045e+02 +9.142595931400301197e+02 +1.207929138533122114e+03 +1.112302004272772137e+03 +6.354447666506476935e+02 +1.829040958419785738e+02 +1.226091155778633947e+03 +1.191725380376401063e+03 +7.337648159786338056e+02 +7.400663422763673225e+02 +8.409688800242374782e+02 +7.597819341002023066e+02 +1.209489512890928381e+03 +5.394828417882727081e+02 +1.092314285300010397e+03 +1.040133184013647451e+03 +5.971648707067586201e+02 +1.004436499412335706e+03 +7.118116432936240017e+02 +9.582034969783321685e+02 +7.715659582826285714e+02 +8.482621530014606606e+02 +7.418126920129429891e+02 +9.136343213920649760e+02 +4.086945941868436876e+02 +8.565503608113085647e+02 +1.121027621568176983e+03 +5.569787119086261100e+02 +7.486647445443272773e+02 +1.244990863777622508e+03 +7.079876434235923170e+02 +7.538326492308424349e+02 +4.422918482352135925e+02 +1.101194360373721793e+03 +8.816824222614460496e+02 +1.173376915067354730e+03 +1.829040958419785738e+02 +9.271586185676551395e+02 +1.157883608815221578e+03 +1.179361854136119064e+03 +1.119655314214919827e+03 +1.221501858719176653e+03 +7.422036905432823914e+02 +1.080560942317008539e+03 +1.118638935136095824e+03 +8.117531085130369775e+02 +3.180232056079796621e+02 +8.221534244005914616e+02 +3.180232056079796621e+02 +7.444079068744470078e+02 +1.415810557277519365e+03 +1.320730206386646842e+03 +5.589190310824142216e+02 +8.689133065438219319e+02 +1.227679989230331103e+03 +8.061506884284954140e+02 +7.904210798901862063e+02 +8.470428429259384302e+02 +7.188722426004131876e+02 +9.840258118987211446e+02 +7.828458894930300858e+02 +8.143249976832767061e+02 +1.124150793387507292e+03 +1.260859015088319666e+03 +1.143082757251848761e+03 +7.730331734957903791e+02 +1.181225732182575030e+03 +7.723026840113284379e+02 +8.815595179302699762e+02 +9.239535246892368150e+02 +1.251914401081856795e+03 +7.860675155297052470e+02 +8.742525025558400102e+02 +1.133209519811448445e+03 +8.714741864476034152e+02 +7.828987833384711621e+02 +5.118833663623379380e+02 +1.150410532166807116e+03 +1.225418699033683879e+03 +6.616301046880203103e+02 +5.651798942968066513e+02 +1.063195136813351155e+03 +1.231581057430001010e+03 +3.979179923566891830e+02 +8.462959405063854774e+02 +1.160519974360372316e+03 +6.711431685718239351e+02 +8.617385062842610068e+02 +5.879237244573159842e+02 +9.671347847231310197e+02 +1.082565626987179030e+03 +8.020230339565524673e+02 +3.180232056079796621e+02 +1.062574909027840931e+03 +7.891880762624484760e+02 +7.209782946099180663e+02 +1.096752062685297915e+03 +9.634328961700614400e+02 +1.065717518928479421e+03 +7.243877808716779327e+02 +9.245865793648699764e+02 +9.603752716325060419e+02 +8.562805504725807850e+02 +7.728599695911480012e+02 +1.165339228752512781e+03 +1.176002765783432096e+03 +9.922785004628958632e+02 +1.226728959582144398e+03 +6.288397753594431379e+02 +9.291694823571203870e+02 +1.258419245576557842e+03 +9.937156088743619193e+02 +7.059059202437874774e+02 +9.762719826488041690e+02 +9.540663504220943878e+02 +7.892411138209099590e+02 +9.331148775253847134e+02 +9.741762292789771891e+02 +8.773378408224727991e+02 +8.448412337653994655e+02 +8.451478613625006346e+02 +6.790539187879883229e+02 +1.076802940616427350e+03 +1.159135270169706018e+03 +1.034669236844289117e+03 +7.233546670553931790e+02 +6.630831422436169760e+02 +8.638905316410655360e+02 +7.649013191866695252e+02 +1.002821726069253145e+03 +1.147937830346034389e+03 +1.017775608326119027e+03 +6.602094597151246944e+02 +9.309200256956341946e+02 +7.767066778335019990e+02 +1.157706243147121313e+03 +1.136835932158006926e+03 +7.024241274862843056e+02 +6.727088473604089813e+02 +1.204384104992467655e+03 +1.091252401322050446e+03 +5.426982556504440254e+02 +1.074162947851817080e+03 +8.310885607183346337e+02 +4.988064532407130400e+02 +1.194896422176616397e+03 +1.410260851723533960e+03 +1.251691648434342596e+03 +8.750453388261096279e+02 +7.720761527835607012e+02 +8.139038437983974745e+02 +7.701008748462741096e+02 +9.240469299960736862e+02 +9.404239339000197333e+02 +8.436868633490614684e+02 +1.243915112576147294e+03 +6.212643790726983752e+02 +5.435414158519497505e+02 +8.098401684711207054e+02 +1.208764507465431507e+03 +8.149993812911028499e+02 +6.529859501901673866e+02 +9.822804463586785459e+02 +1.152061604603847172e+03 +2.720199591903287910e+02 +7.980823361235457014e+02 +5.727883927161362863e+02 +7.662643261357436586e+02 +2.262770631794238625e+02 +1.084494871854772555e+03 +1.180815231945775849e+03 +1.220532808012934765e+03 +5.329138137256445589e+02 +1.037059023604502045e+03 +1.205325653600099486e+03 +7.179163535419385198e+02 +7.644633286772466363e+02 +7.765397119688573184e+02 +1.145187426051774310e+03 +9.199437006929051677e+02 +9.211263938295486469e+02 +6.538399284256694273e+02 +9.483846760999120988e+02 +8.121282259029931083e+02 +1.179566177873850847e+03 +7.551905334796338138e+02 +1.278847848482924292e+03 +1.200930093386999033e+03 +1.030424691809808792e+03 +6.421786883369293264e+02 +7.952438449540753709e+02 +9.611505442462049587e+02 +4.697138747076521668e+02 +1.100269152498030280e+03 +1.057790323772180272e+03 +1.091824178906398402e+03 +4.499999022335355221e+02 +1.323548385677872830e+03 +4.204141552137680264e+02 +7.141767865142137452e+02 +1.073537635182163740e+03 +1.075327384585153141e+03 +7.159373089131174765e+02 +8.371673610558120799e+02 +9.195286879549362311e+02 +8.561967443056282718e+02 +1.000024865516592740e+03 +9.870950689747818387e+02 +9.101642684600140001e+02 +1.242024504842713213e+03 +3.180232056079796621e+02 +1.124166599087413260e+03 +9.309200256956341946e+02 +7.044582252356759682e+02 +1.411892530004609512e+02 +1.175257914938594240e+03 +1.152665172054245431e+03 +7.836425477312278645e+02 +1.075662469568180313e+03 +8.515828160215141907e+02 +3.647394020287632657e+02 +9.322698645876914725e+02 +1.043771966577787907e+03 +9.765253509906475529e+02 +5.831280883257272762e+02 +5.690034045643756144e+02 +8.505035692699361789e+02 +1.192787224863322535e+03 +1.211376320406076729e+03 +5.568980421764779294e+02 +3.668872709002041574e+02 +8.605675644173483079e+02 +7.870017788315201415e+02 +8.477447302852863231e+02 +9.423081730188856682e+02 +7.733527015075208055e+02 +9.066171976189087900e+02 +2.213345321854193344e+02 +6.228081007664725348e+02 +8.114560793364100846e+02 +8.509693145900187119e+02 +1.194702892972079098e+03 +1.042074576499225032e+03 +4.432285245897221557e+02 +1.175168078143914499e+03 +1.031045962912567802e+03 +1.084692898003123673e+03 +7.383229736902335389e+02 +6.622370445964872943e+02 +1.547343611009175675e+02 +1.208448901690090679e+03 +9.918874137187854103e+02 +6.336207120618282715e+02 +4.609060048112874028e+02 +5.364765732274311176e+02 +2.904091519978065890e+02 +6.969581637767473694e+02 +6.345048486394662177e+02 +8.585659611174720567e+02 +9.584990599111595202e+02 +1.190260686222311733e+03 +1.070369457548304581e+03 +6.771475730041005363e+02 +3.180232056079796621e+02 +1.061106448723060566e+03 +8.164737988031674831e+02 +1.211465683249039785e+03 +1.200963137405656653e+03 +8.748800133533632106e+02 +1.081604657201754890e+03 +1.024973904469238960e+03 +8.267701587020178522e+02 +9.154238059090786237e+02 +1.209758187225842903e+03 +1.053984254015891565e+03 +1.580379536173134056e+03 +7.450584462372129337e+02 +8.798079413464115532e+02 +5.027219738991938129e+02 +9.877947287647373287e+02 +1.229774792298126613e+03 +8.520911832687252172e+02 +8.185616188994471258e+02 +3.614152085264457810e+02 +1.056808738517159782e+03 +6.204997136879874233e+02 +9.966597827745524683e+02 +1.095941383962401005e+03 +1.043544371500759553e+03 +1.146358949428525648e+03 +2.789509783105761471e+02 +1.015416744893036139e+03 +1.126926472190335517e+03 +6.041793111615065754e+02 +7.983915949043355340e+02 +1.084055303063747260e+03 +1.091298873079694204e+03 +1.160458328618099131e+03 +1.188869786939405458e+03 +9.431118996739130580e+02 +9.593817850737809749e+02 +7.662970571217422275e+02 +7.097940357164162606e+02 +5.104189488248023281e+02 +6.193122630927227874e+02 +5.023166601240060345e+02 +1.210224330959538975e+03 +8.883686264688915344e+02 +7.593734272396200140e+02 +1.020963746357854347e+03 +5.700139120132805601e+02 +1.302292149006930003e+03 +9.747367601163123254e+02 +1.094458749896843074e+03 +1.166367160037068516e+03 +7.689842078105830296e+02 +1.107643521910508525e+03 +1.215937930524291460e+03 +4.425763821093175920e+02 +1.165339228752512781e+03 +7.179163535419385198e+02 +1.037583425606999072e+03 +1.240719702721080012e+03 +9.706988779683126722e+02 +7.477386920358234192e+02 +6.013574289067249765e+02 +8.646122805200295716e+02 +1.127016955769114247e+03 +8.605675644173483079e+02 +7.453860039627791139e+02 +1.106451387828997667e+03 +1.185887548359898574e+03 +1.106287408451931242e+03 +7.040266244920503595e+02 +1.517183716932332118e+03 +7.642756435817408374e+02 +3.871519275210152387e+02 +8.460162266520575258e+02 +3.354992077106732040e+02 +1.095811533509755236e+03 +6.187174879469687312e+02 +1.068964631233971431e+03 +5.171979420480950012e+02 +6.455659293236516305e+02 +9.832944131773190293e+02 +9.600166119711939245e+02 +1.035219268382212704e+03 +1.111350608964303774e+03 +1.087788644408152322e+03 +1.324795902260539833e+03 +8.798016284520796262e+02 +8.876857027892824590e+02 +8.211715504140352095e+02 +7.717266537748178052e+02 +1.136881914301013694e+03 +6.865226429487652240e+02 +5.027219738991938129e+02 +1.133434848442649354e+03 +1.558467780502324786e+03 +8.387852447759585175e+02 +8.335422789670203656e+02 +7.255919942155480840e+02 +1.216788765554230849e+03 +1.098192866783303998e+03 +9.750161322414938923e+02 +8.370834816694083429e+02 +8.235647519489881461e+02 +5.432295028304220068e+02 +7.255919942155480840e+02 +1.461757217045633752e+03 +4.338328210974831336e+02 +6.838331788751297609e+02 +5.325531900993504451e+02 +9.739858056580712855e+02 +1.008079287428457860e+03 +1.155754458612201233e+03 +8.742525025558400102e+02 +1.001253332233028914e+03 +7.746463576442093881e+02 +1.136560611424408307e+03 +7.149145822484783821e+02 +1.033618719958177735e+03 +1.035600025355308389e+03 +9.915360334228379315e+02 +1.105155123406779694e+03 +6.631541425726231864e+02 +7.768643023255131084e+02 +9.241024706090067866e+02 +8.576871653756629712e+02 +9.920780030319630214e+02 +1.233305655058867842e+03 +1.226956139161153942e+03 +6.468004410309658851e+02 +6.778354588976735613e+02 +8.183911214998204287e+02 +1.084286216104055256e+03 +1.012289524578439909e+03 +1.087501930288613266e+03 +1.059001426443406217e+03 +8.820838190306869819e+02 +9.425945320871420563e+02 +1.111677426050869144e+03 +1.179743365008922410e+03 +9.759524883946510272e+02 +8.652127285300231279e+02 +1.024186680677749337e+03 +1.041905637278610129e+03 +1.116277803775612938e+03 +1.024839872426914098e+03 +1.149356988302034097e+03 +1.014388679613755357e+03 +9.708474796229986623e+02 +9.243052112901270903e+02 +7.358787298351808204e+02 +9.932790023285177767e+02 +1.132891271527358413e+03 +9.665577261398075279e+02 +1.255745928460159121e+03 +5.672599926909509804e+02 +1.060438194245560226e+03 +9.308488699637138097e+02 +1.090345675922607370e+03 +1.079715524555213960e+03 +8.588813158950229081e+02 +1.069214691664302109e+03 +6.941007530574065640e+02 +1.058635644461101265e+03 +4.910608757142595096e+02 +1.115421644218892425e+03 +7.453804228768387929e+02 +7.501585785301421083e+02 +9.277420799280508845e+02 +1.207444440057727661e+03 +1.137923427931370497e+03 +1.401613510471683185e+03 +1.225310421371390021e+03 +7.062693089015131136e+02 +6.741360459425986846e+02 +8.814254873351494552e+02 +3.180232056079796621e+02 +9.563661970105052887e+02 +7.499769935174333568e+02 +1.337334733235486055e+03 +9.123880194745620429e+02 +9.693900930747591929e+02 +8.947716364744298971e+02 +1.036195618038861994e+03 +1.017023687222746503e+03 +9.772933769630998313e+02 +9.536986078601296413e+02 +1.306950600571923360e+03 +1.218700531899288762e+03 +1.118909607463591328e+03 +7.614205605155204921e+02 +6.736082936214911570e+02 +6.441977047039169975e+02 +9.683860869704960805e+02 +2.227512033106587523e+02 +1.268222862395723951e+03 +1.149898009756624788e+03 +1.017952698143096313e+03 +1.023436203642799228e+03 +8.605675644173483079e+02 +1.246218427984596929e+03 +7.561935132022940707e+02 +9.563661970105052887e+02 +9.328391013169143662e+02 +9.584465329677032059e+02 +1.071988938129287817e+03 +7.679502494434182154e+02 +1.283013987844234634e+03 +1.146752517618617276e+03 +8.267701587020178522e+02 +9.016719180655918535e+02 +7.482007900442849859e+02 +3.320926983942416086e+02 +4.425872284916074477e+02 +7.479599515809550212e+02 +6.694644413305761645e+02 +1.052922998467669458e+03 +1.045289355820948913e+03 +1.155852422489175979e+03 +9.412179977629411951e+02 +7.378687123556289862e+02 +9.894997056293206015e+02 +6.479402832021623908e+02 +1.153743644172934637e+03 +6.617599000544437331e+02 +1.186008733203650763e+03 +8.167454453079609493e+02 +9.225758080968215609e+02 +8.696860432350238170e+02 +6.623835269716178118e+02 +8.962033607988153108e+02 +1.160458328618099131e+03 +7.381144235899132582e+02 +7.857577958686139254e+02 +1.073571283550171529e+03 +9.257514675539360951e+02 +1.296900526217038077e+03 +6.687068568660247365e+02 +8.605675644173483079e+02 +7.153018018101208781e+02 +9.673800328049501331e+02 +7.212879832325671714e+02 +5.315995850649255772e+02 +9.299117250450178744e+02 +2.704491519923772103e+02 +4.897065775534524619e+02 +1.030478158865633532e+03 +1.165339228752512781e+03 +8.934727024326591618e+02 +1.225590088608950737e+03 +1.074547457298415793e+03 +7.420536925209032688e+02 +1.227908000476372308e+03 +1.068613948581344857e+03 +1.333027167053783614e+03 +4.542573061361590590e+02 +7.153742447854731381e+02 +1.241960854840549246e+03 +1.209813029073383859e+03 +8.832693300346785463e+02 +9.257894308274258037e+02 +1.047252355261492312e+03 +1.129540156987882938e+03 +7.990531978985217165e+02 +8.661874082479392882e+02 +7.940484698429308992e+02 +1.021679694326349022e+03 +9.549382802804916537e+02 +8.018372871752746960e+02 +5.759316055725098522e+02 +9.228586046336733943e+02 +4.588225493442394054e+02 +5.956511435565095098e+02 +8.659193775687747348e+02 +9.413857493713528584e+02 +2.262770631794238625e+02 +1.010707182395305267e+03 +1.073808444865948331e+03 +6.119645668164060908e+02 +1.034296431763821829e+03 +6.160920825581279132e+02 +1.050187945507596851e+03 +1.034264113507350430e+03 +1.197860626697767884e+03 +9.276043881272769340e+02 +1.103385676645827061e+03 +1.123558814773461563e+03 +1.082635586075458377e+03 +6.772743655828039664e+02 +9.849262004267916382e+02 +5.586433853740491031e+02 +8.819798617935223319e+02 +8.974900009663263063e+02 +9.047729986279150580e+02 +8.373171888764588857e+02 +1.150161156264138299e+03 +1.121220507142887982e+03 +3.555382659999449970e+02 +1.206285417665651721e+03 +1.060724241868860190e+03 +8.883670902797410918e+02 +1.346774669805424764e+03 +6.215479723303758419e+02 +9.325875490636240102e+02 +1.268239545311608254e+03 +1.138370102590696206e+03 +9.447211940217306392e+02 +7.410548342112489308e+02 +6.590284419960901232e+02 +1.116127083700283947e+03 +7.484097217979433481e+02 +8.890297294278350364e+02 +8.768737716434279719e+02 +9.480351741860907850e+02 +6.766600800231326502e+02 +1.020743001885224658e+03 +8.540994416334278867e+02 +1.184291410029276676e+03 +5.636867275475644874e+02 +1.114980697002624993e+03 +1.194815873690867193e+03 +1.021152046458539871e+03 +8.605675644173483079e+02 +7.469223610849462602e+02 +9.560440400783372752e+02 +8.224945967944222502e+02 +1.096780670607796310e+03 +8.171230860705575196e+02 +1.115167569891194944e+03 +1.062441244854099523e+03 +9.886761049019842176e+02 +6.254258432334700046e+02 +7.842629145321456008e+02 +3.562868951673051470e+02 +1.068655206344666112e+03 +7.935805962967849609e+02 +1.075209974108505776e+03 +4.696576351809844709e+02 +7.777797035873129516e+02 +1.137766086207522903e+03 +4.046874359754463057e+02 +1.099538100577996829e+03 +1.001310233085673417e+03 +7.851689889124606907e+02 +8.476048577311166810e+02 +8.622453845301713500e+02 +7.602356686683890530e+02 +6.529859501901673866e+02 +9.431862330939504773e+02 +1.050100066499742070e+03 +9.767605180261456326e+02 +7.794152127047251497e+02 +9.617944539567506581e+02 +1.026008310369613810e+03 +8.594330651792761273e+02 +4.847408649812180670e+02 +8.529177269148447067e+02 +7.021530465843372895e+02 +1.016196315097413617e+03 +7.867906508037908679e+02 +9.252403656761773618e+02 +8.116668588581208041e+02 +1.277137819554967564e+03 +8.712698424086144087e+02 +8.449319091776769710e+02 +5.604137795855256172e+02 +1.083068605063145014e+03 +7.648756214793988875e+02 +8.158537006540648235e+02 +5.364765732274311176e+02 +1.136974573771966561e+03 +7.730993790491629625e+02 +1.173372862336527078e+03 +8.611609418565171836e+02 +6.300139475085891263e+02 +6.420369981351110482e+02 +5.324032065913094129e+02 +9.224275043028910659e+02 +1.244971281992252898e+03 +1.115670251195297169e+03 +2.262770631794238625e+02 +6.267964818303364609e+02 +9.896317748058625057e+02 +8.894923657011252089e+02 +4.810840593332178514e+02 +1.041218290849286859e+03 +4.446310954859216054e+02 +1.297256817570269959e+03 +9.574752356343303745e+02 +1.051816143318589866e+03 +8.354353221189896885e+02 +9.383264013056261774e+02 +1.103241166688820613e+03 +1.118475076357683292e+03 +1.134123551064545268e+02 +7.952519652183696053e+02 +3.899688578637136516e+02 +7.331629085666943411e+02 +8.479300990870358419e+02 +1.046897408128020288e+03 +6.235736461069184315e+02 +1.185509786856466690e+03 +1.273580855251846515e+03 +2.262770631794238625e+02 +4.844171720658812319e+02 +1.296801609847177133e+03 +1.008642844191303084e+03 +1.108805587405522601e+03 +6.922386684147104461e+02 +1.371249446690118930e+03 +9.986533754124493498e+02 +9.423683533828996133e+02 +1.182541856859878862e+03 +8.934867069669221564e+02 +9.634224177728585801e+02 +4.001963003558132641e+02 +1.146358949428525648e+03 +1.130163231963153521e+03 +5.235641266049419755e+02 +8.849677200120131602e+02 +9.062423734820163190e+02 +7.989799589818902632e+02 +8.122845319490185148e+02 +1.193155285161827351e+03 +1.166866552989525417e+03 +1.181849419367631072e+03 +5.609132314645789847e+02 +9.579795130045624774e+02 +6.972646115725960954e+02 +1.829040958419785738e+02 +9.497901055186381427e+02 +1.055453278991724801e+03 +7.475017743410035109e+02 +1.215111063610122073e+03 +9.718810329203427045e+02 +1.320948532408172468e+03 +9.232890944990737125e+02 +8.467759373187121810e+02 +5.814581320576689905e+02 +9.916796005831101866e+02 +7.134373678575057056e+02 +6.798596926199179507e+02 +9.651805791503811633e+02 +1.051502218497076683e+03 +3.320926983942416086e+02 +1.118866182542180468e+03 +3.180232056079796621e+02 +1.074068467062764512e+03 +7.658838207087052297e+02 +3.914435114223090295e+02 +1.014622155771353846e+03 +1.075710160987966901e+03 +6.144552235021055822e+02 +1.147431902950477934e+03 +4.980308092615820215e+02 +1.026519038896031134e+03 +1.022523457077359240e+03 +8.045364746818282811e+02 +9.467759015288220326e+02 +3.871519275210152387e+02 +7.007681271888154697e+02 +7.377793208149514612e+02 +9.017805075548205878e+02 +1.060416526000787371e+03 +1.132383804495200820e+03 +7.798706603037045397e+02 +1.299208596475072682e+03 +7.958690025516257265e+02 +1.197304789009780961e+03 +4.369156648542236780e+02 +1.260579405742994368e+03 +1.066040706939627171e+03 +6.209446963794100611e+02 +1.235417887958069969e+03 +1.255095568053840225e+03 +7.527277769374948093e+02 +8.549250898152954505e+02 +1.335373153550457573e+03 +1.223610386391817428e+03 +1.186151446949708770e+03 +9.045370530108787079e+02 +1.087852872020140239e+03 +6.102197943827280824e+02 +9.466124176333488549e+02 +1.199624945972830574e+03 +1.094723524872648795e+03 +1.255694529553329176e+03 +5.524063889315382312e+02 +1.074751609120974990e+03 +9.517354872032593676e+02 +1.428394558318359032e+03 +7.701008748462741096e+02 +6.792252252326575217e+02 +8.704260032489042942e+02 +1.019766441626904793e+03 +1.204580855496709319e+03 +8.680712014156706573e+02 +7.538326492308424349e+02 +7.378152823233937170e+02 +9.690177438080173715e+02 +8.961076994875272703e+02 +1.011409980656443622e+03 +9.462268795000134105e+02 +9.942980867066168003e+02 +8.605675644173483079e+02 +9.493484790087991314e+02 +1.005261074160972044e+03 +3.340759926403021609e+02 +1.139894265481401362e+03 +1.138612629488128277e+03 +9.009034445941476861e+02 +9.808316385984060162e+02 +8.847413279550917196e+02 +1.241114420868803336e+03 +8.267701587020178522e+02 +9.560448173864615455e+02 +8.101619403602371676e+02 +1.059984611388089661e+03 +1.073689517086543219e+03 +5.453623919693170592e+02 +9.657598065871889048e+02 +4.429376414682569703e+02 +7.854265980830241460e+02 +5.027219738991938129e+02 +1.055243635660109931e+03 +1.094205593886922543e+03 +1.385800324851268215e+03 +9.293748641037702782e+02 +3.907114690427292771e+02 +9.135198279343524064e+02 +9.483846760999120988e+02 +7.241408880664308754e+02 +9.841128692589036291e+02 +9.209356580087468274e+02 +5.490228169222373253e+02 +9.771853126770356539e+02 +9.484246449517371502e+02 +7.717143706443924884e+02 +9.725195028361426921e+02 +5.917825533307470778e+02 +3.310565510773315054e+02 +6.820206271372732090e+02 +1.011614080452767666e+03 +8.258680449342573411e+02 +7.118116432936240017e+02 +1.015076759256075547e+03 +8.266784812882028746e+02 +6.405660517557557796e+02 +6.590284419960901232e+02 +8.388067747797541642e+02 +1.184082306644081427e+03 +1.057160107827262436e+03 +7.886595054306237671e+02 +6.529859501901673866e+02 +1.420787724429306081e+03 +7.102204592670195780e+02 +8.442862564829648591e+02 +1.169252772234628537e+03 +1.040882243377214081e+03 +8.698849937655360236e+02 +5.812904382026063104e+02 +9.269649989256564595e+02 +8.598883898105418666e+02 +7.724136551871429219e+02 +4.279336872009695298e+02 +8.775555549528853589e+02 +7.450916452532023868e+02 +7.801654209139463774e+02 +5.365959935625558046e+02 +1.317145511693882781e+03 +1.083038123149417288e+03 +1.155959336657907897e+03 +1.029789975395689453e+03 +1.201823352698854933e+03 +8.016265827126262593e+02 +9.109915540921554111e+02 +5.672599926909509804e+02 +9.249137761093591052e+02 +7.437570923539547039e+02 +5.067551819666444430e+02 +9.927939335054703633e+02 +9.485110433612171619e+02 +1.108791391524654500e+03 +9.281825545079943822e+02 +1.174504770867260959e+03 +9.146730875964599363e+02 +8.633999905677153492e+02 +1.262398420171700991e+03 +4.352598663051796848e+02 +6.812804900834478303e+02 +9.205149281995188630e+02 +9.374559384458704017e+02 +1.036051774074003788e+03 +7.620714694397237281e+02 +7.759812929500402561e+02 +1.031012278401057301e+03 +9.146432511389209594e+02 +8.169289510686653557e+02 +6.315551744218106478e+02 +1.189113562459241166e+03 +6.442573239247485617e+02 +8.605675644173483079e+02 +6.526377666627226972e+02 +1.125012214870515891e+03 +1.115602700862233178e+03 +8.180403841930344697e+02 +1.090849545436513836e+03 +1.237294159404270204e+03 +8.265119343461810786e+02 +1.022559013992010932e+03 +1.205646874845310549e+03 +7.689124512529765525e+02 +1.213028731739438399e+03 +6.593817125721774346e+02 +9.781760286744164432e+02 +1.023563147826997465e+03 +1.094562580326200987e+03 +8.477447302852863231e+02 +7.327973769237831903e+02 +7.994846371255780468e+02 +4.285893609626685929e+02 +9.099613513599002772e+02 +1.086700680109637233e+03 +7.479599515809550212e+02 +3.911197439897874801e+02 +9.319024085883739872e+02 +4.531515408446168749e+02 +1.204827345675220158e+03 +7.283651961554990066e+02 +1.138863838381530513e+03 +7.802402648800948555e+02 +1.021079705244489787e+03 +8.712399909905929007e+02 +1.208854545576966302e+03 +8.605675644173483079e+02 +9.142595931400301197e+02 +1.145243716258525637e+03 +1.031859813463355749e+03 +1.663363483821817681e+02 +1.167488094119705465e+03 +9.642979775078846387e+02 +8.504224264164041642e+02 +1.024714322525228454e+03 +1.892098837979654036e+02 +1.326292606560734612e+03 +8.546385882059888672e+02 +8.083844316307772715e+02 +6.547313937067988263e+02 +1.090643239411001787e+03 +1.133331201756041992e+03 +9.348752474826958405e+02 +5.009238405347359731e+02 +1.111460968725427392e+03 +9.020081706259154544e+02 +9.936862263484317737e+02 +9.905598260496798275e+02 +1.001938026731906803e+03 +6.061127824840539233e+02 +4.088843316382287867e+02 +5.977402503684411386e+02 +8.939872012103370480e+01 +1.128814540815594455e+03 +1.133268653017449651e+03 +1.103132602345114265e+03 +4.897065775534524619e+02 +1.034331583075486833e+03 +1.091247023609337703e+03 +1.145855016739801840e+03 +4.844171720658812319e+02 +8.818242515216054471e+02 +7.721331870026788238e+02 +8.271767453245590787e+02 +9.912010209762216846e+02 +1.114362191454156573e+03 +5.581331110270548379e+02 +9.840258118987211446e+02 +7.059059202437874774e+02 +6.345048486394766769e+02 +8.496555358311504733e+02 +8.808438438827686241e+02 +9.130522101164627884e+02 +4.649141874664287570e+02 +8.765589566148489666e+02 +1.211364015122564751e+03 +8.830494124412855399e+02 +1.109582883879750625e+03 +1.131050706857790829e+03 +4.040517433225462582e+02 +9.687251689243871624e+02 +1.020647402236550192e+03 +1.029035027529993840e+03 +8.934338167564237665e+02 +8.632685139106271208e+02 +7.845666706718959631e+02 +7.282140907719694951e+02 +8.969162566740712919e+02 +1.166204763355997784e+03 +1.103705365767729518e+03 +7.573993009011023787e+02 +1.153648730438865641e+03 +8.209814371365891930e+02 +7.331629085666943411e+02 +7.865626419346058356e+02 +1.292482103430918414e+03 +1.012372015958118254e+03 +1.114048193797266777e+03 +7.510218832687577333e+02 +1.012164778660526849e+03 +1.212298534093407170e+03 +5.468174920096618052e+02 +7.102204592670195780e+02 +9.717674016546192206e+02 +8.402369325078974498e+02 +1.018200180020943321e+03 +1.143327432597902316e+03 +1.122501662074031174e+03 +1.075169114646509570e+03 +1.185941440453037103e+03 +1.006868848392657810e+03 +6.839878096305003510e+02 +9.706869741776256433e+02 +1.045563603600582155e+03 +9.991079731355055173e+02 +1.204657744226041586e+03 +7.547503109659221536e+02 +9.978783771508618656e+02 +7.312528396486864040e+02 +1.065066510823884300e+03 +8.152837660692921418e+02 +9.530417462784331519e+02 +6.014376208710435776e+02 +1.125740851422884361e+03 +6.529859501901673866e+02 +5.516568807845295623e+02 +8.415373319221403108e+02 +8.122845319490185148e+02 +5.547522690416099067e+02 +6.705969475287063233e+02 +6.575223794902549344e+02 +7.272205475658911382e+02 +1.042120078379690540e+03 +9.932565615657335911e+02 +8.217608155278687718e+02 +9.523257073207706753e+02 +8.601152003830000012e+02 +1.150867366892028940e+03 +1.158327009134859964e+03 +1.180867554169076811e+03 +9.276043881272769340e+02 +1.275218827480516666e+03 +1.303353298848865734e+03 +8.902114458691390837e+02 +8.657262782046132088e+02 +7.547579847964057080e+02 +1.057135160832223391e+03 +5.747283025242446683e+02 +1.034313726899758421e+03 +9.880989426127420074e+02 From bcb86def686e2954ea8f86aeb31f2cb0b3f7e184 Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 16:10:18 +0100 Subject: [PATCH 12/16] Update task_1_predictions.csv --- task_1_predictions.csv | 6726 ++++++++++++++++++++-------------------- 1 file changed, 3363 insertions(+), 3363 deletions(-) diff --git a/task_1_predictions.csv b/task_1_predictions.csv index e905481..902f2f6 100644 --- a/task_1_predictions.csv +++ b/task_1_predictions.csv @@ -1,3363 +1,3363 @@ -1.518862872786303608e+00 -1.599129885275621055e+00 -1.762316102000633711e+00 -1.616261490088147346e+00 -1.340770625643137759e+00 -1.753963268907562156e+00 -1.859832895580344481e+00 -1.195215940961908085e+00 -1.267965465635403799e+00 -1.411172187137999634e+00 -1.224486112165795282e+00 -1.343372050252578553e+00 -1.544180008058706033e+00 -1.943543092507664216e+00 -2.823946574480508787e+00 -1.361937622107593171e+00 -1.612429591720440980e+00 -1.542387979464667769e+00 -1.284125043538997479e+00 -1.394389681792165936e+00 -1.465750168206008119e+00 -1.353924840207848312e+00 -1.209554361609451734e+00 -1.403963050041677763e+00 -1.310747999554368048e+00 -1.481874643105007605e+00 -2.727517826269803880e+00 -1.497448132172603641e+00 -1.266042094748858204e+00 -1.302477330734561178e+00 -1.661687601525188684e+00 -1.604927933072989976e+00 -2.017521700956832476e+00 -1.225799611112615484e+00 -1.407860605360084838e+00 -1.402289035349669089e+00 -1.426542183895694427e+00 -1.559306167309392865e+00 -1.330922353696648130e+00 -1.194751559590016665e+00 -1.886172605502876021e+00 -1.794064306052825186e+00 -1.547135635950620092e+00 -1.457112952849059395e+00 -1.274503518141814062e+00 -1.148620136990731622e+00 -1.195660901980346358e+00 -2.059536748849501109e+00 -1.379236686632263620e+00 -1.370435786087929486e+00 -1.320943294804627799e+00 -2.070615907345894069e+00 -1.364639532762019991e+00 -1.609615521814917294e+00 -1.609139396396719990e+00 -1.001702220236386109e+00 -1.378742421790307704e+00 -1.414271114847116984e+00 -1.647715854586921935e+00 -1.088329525724170965e+00 -1.244272209976274191e+00 -1.256782446895174488e+00 -1.590661677182981570e+00 -2.149178098079544075e+00 -2.037410588040518888e+00 -1.883612052298411665e+00 -1.489953683244092719e+00 -1.543091240704350886e+00 -1.324947134786992775e+00 -1.433272894059337110e+00 -1.251225072611841460e+00 -1.409532965609714639e+00 -3.285931640644230267e+00 -1.658618797711298054e+00 -1.256782446895174488e+00 -1.452364588141068280e+00 -1.433252694167043595e+00 -1.305841901175792463e+00 -1.400592205168125659e+00 -1.370204096276222527e+00 -1.891685962818927758e+00 -1.999260750031217615e+00 -1.571991140493289141e+00 -1.337667178920827871e+00 -1.639138098733572857e+00 -1.453120638667886100e+00 -1.324225590007006348e+00 -1.283317618357967316e+00 -1.482109463155713902e+00 -1.368825331943577472e+00 -2.012478068990859903e+00 -1.630164633930178741e+00 -1.686696454848543247e+00 -1.435081894022525839e+00 -1.655554535286189344e+00 -1.248156725800267708e+00 -1.694257109556277063e+00 -1.292687579358348993e+00 -1.666151651186131843e+00 -1.475031328489795124e+00 -1.221813911264087116e+00 -1.452511802673580155e+00 -1.283612412283693383e+00 -1.402081926996493699e+00 -1.314191036056187256e+00 -1.389301337159185801e+00 -1.628214986470138514e+00 -1.282446269422057084e+00 -1.496235989754138407e+00 -1.590661677182981570e+00 -1.390127391620869401e+00 -9.485419459456145841e-01 -1.475031328489795124e+00 -1.024278991063252153e+00 -1.329789083492867841e+00 -1.561639722319473789e+00 -1.271093731245958480e+00 -1.544667289388560683e+00 -1.322282300041526693e+00 -1.638007423113523098e+00 -1.692457699996342102e+00 -2.444549066811806615e+00 -1.704425400726857998e+00 -1.638007423113523098e+00 -1.211700998841015675e+00 -1.522731270432243988e+00 -1.973719331649680386e+00 -1.246984862127899385e+00 -1.772137668330018734e+00 -1.440843019723229812e+00 -1.982014303935099031e+00 -1.527301060666553578e+00 -1.519988766607961450e+00 -1.270519283444583092e+00 -1.025839018180832118e+00 -1.325030361509745180e+00 -1.516417112025110425e+00 -1.336028275129720111e+00 -1.235269940840188374e+00 -1.621658362332351944e+00 -1.300425402928633956e+00 -1.436533682251668331e+00 -1.279175030508805655e+00 -1.465141125340816863e+00 -1.327928438316340110e+00 -1.588704969665058142e+00 -1.419549979851151056e+00 -2.221748952181499703e+00 -2.240771338260438839e+00 -1.325506338028150655e+00 -2.070101105435780298e+00 -1.805893705100589663e+00 -1.525288034479405752e+00 -1.433881016958488575e+00 -1.225209636418478576e+00 -1.929229144598189283e+00 -1.410932248992227800e+00 -1.566624008263781009e+00 -1.584196737622752593e+00 -1.335829025992069097e+00 -1.419853785318735184e+00 -1.578175762957909622e+00 -1.499631925645544150e+00 -2.106594389701510472e+00 -1.376071150295467449e+00 -1.203577324986820907e+00 -1.296702614571991319e+00 -1.545977386212526561e+00 -1.340433109631173236e+00 -1.317586462764035238e+00 -1.903835744389375195e+00 -8.792369413462426397e-01 -1.567223017437924915e+00 -1.138012186960844829e+00 -1.590661677182981570e+00 -1.823543990388452718e+00 -1.520075147661924753e+00 -1.675186906968539891e+00 -1.526527077858066406e+00 -1.364715386917813023e+00 -1.522316416358373337e+00 -1.648869649065651366e+00 -1.429608208485708021e+00 -1.590661677182981570e+00 -1.479286070913957252e+00 -1.392845286542305772e+00 -1.477109276048369946e+00 -1.710274572104904411e+00 -1.350935795813122287e+00 -1.572494749539420145e+00 -1.397053701139405080e+00 -1.484225700173604778e+00 -1.306236654232663996e+00 -1.270203965523800216e+00 -1.465809087673010769e+00 -1.591032607417836697e+00 -1.263655767162569221e+00 -1.477328120381853793e+00 -1.433252694167043595e+00 -1.614087463627277286e+00 -1.579152289047520696e+00 -1.399961519012333566e+00 -1.189798551184587883e+00 -1.589343012977920022e+00 -1.695282264596948529e+00 -1.496969908764201662e+00 -1.323680826903649743e+00 -1.379476586321115805e+00 -1.639320022010247735e+00 -2.048042639593248282e+00 -1.525993596047467094e+00 -1.488412281097936773e+00 -1.300162960291072922e+00 -1.121149305132292717e+00 -1.259317434254159984e+00 -1.764523399128071768e+00 -1.135472195100107884e+00 -1.157724296437353306e+00 -1.240495546956358330e+00 -1.606431576745802392e+00 -1.495812928798673447e+00 -1.263375934015263269e+00 -1.691632926569383466e+00 -1.370652584579793443e+00 -1.553612931870028468e+00 -1.609609071092580113e+00 -1.548556666140367355e+00 -1.258885001918184088e+00 -1.425273012933104377e+00 -1.257584658844046910e+00 -1.584450813804523239e+00 -1.508252803117069440e+00 -1.207977277528553772e+00 -1.116607869733480696e+00 -1.622464271482145559e+00 -1.232887870873156766e+00 -1.843293450889812446e+00 -1.621242426680859827e+00 -1.389499059377821588e+00 -1.527570897366769653e+00 -1.547135635950620092e+00 -1.584625519851588837e+00 -1.186117124515195798e+00 -1.548853194770784869e+00 -1.393925841642618346e+00 -1.758928861745201466e+00 -1.377125743410255732e+00 -1.300833307220479851e+00 -1.221008990172625985e+00 -1.039634807038954278e+00 -1.367396009126200962e+00 -1.428520422940410706e+00 -1.342906511006779047e+00 -1.781465944778817478e+00 -1.516966440120470994e+00 -1.404921973304648519e+00 -1.243802053908933170e+00 -1.523134956834810483e+00 -2.106251988659499474e+00 -1.557405259497913530e+00 -1.998402527093035896e+00 -1.507726209886919966e+00 -1.478178759774051887e+00 -1.443126875711380874e+00 -1.372914293236274119e+00 -1.584027675817615721e+00 -1.138186803400047964e+00 -1.297237906197716839e+00 -1.169248958077040434e+00 -2.119981892776035437e+00 -1.356823680054476844e+00 -1.291506108897621408e+00 -1.432539165929590297e+00 -1.009587732396444171e+00 -1.388253083004637567e+00 -1.843293450889812446e+00 -1.758839585893587909e+00 -1.296194831531989777e+00 -1.415901062812344069e+00 -1.367436034399086120e+00 -1.557305226172372992e+00 -1.312780929791345308e+00 -1.479415797390831511e+00 -1.617407484750595037e+00 -1.282220039602107731e+00 -1.338502790442080981e+00 -1.644878183011768025e+00 -1.812073093975880012e+00 -1.544626261654868715e+00 -1.427555511434003943e+00 -1.373509504163868078e+00 -1.419349840752382352e+00 -1.289583952805333444e+00 -1.263193705233068176e+00 -1.353924840207848312e+00 -1.322053558582378940e+00 -1.364810005548928284e+00 -1.418789363893403710e+00 -1.218070322432881269e+00 -1.343357627107127028e+00 -1.998882983213325026e+00 -1.297098167678240266e+00 -1.426463079295509306e+00 -1.327928438316340110e+00 -1.260387251842302936e+00 -1.289186173474974773e+00 -1.314262424607986146e+00 -1.296194831531989777e+00 -2.725374295403975466e+00 -1.724728544418887566e+00 -1.492927697323115366e+00 -1.537811563117422953e+00 -1.061646435400871669e+00 -1.089336296281913974e+00 -1.730478928989195531e+00 -1.238764056597543073e+00 -1.317448932965975539e+00 -1.928168794650217510e+00 -1.229921941623291604e+00 -1.782532523022799298e+00 -1.319561449620049620e+00 -1.579806812078839773e+00 -1.659009959296958936e+00 -1.675809620810483347e+00 -1.283604527301073883e+00 -1.367814940655208034e+00 -1.382876312935272134e+00 -1.342268054235663755e+00 -1.601048675780703201e+00 -1.212055307945856475e+00 -1.326033523027024152e+00 -1.400592205168125659e+00 -1.845885675871960840e+00 -1.209939993684920667e+00 -1.416479403627769251e+00 -1.178353879702226381e+00 -1.702068860226778169e+00 -1.534086911766474604e+00 -1.444423326232741722e+00 -9.753871071810920057e-01 -1.766351188124146487e+00 -1.590661677182981570e+00 -1.746993032652863986e+00 -1.814377051006232922e+00 -1.333964718159308616e+00 -1.309560169606349245e+00 -1.470763865432171746e+00 -1.105570352472099671e+00 -1.210927335705776819e+00 -1.679091036646523261e+00 -1.093536181629970017e+00 -1.520485637381451260e+00 -1.565415919860771332e+00 -1.720218761816913799e+00 -1.614522162876724121e+00 -1.703199579061398516e+00 -1.496580410109188852e+00 -1.629714595419194723e+00 -1.362027909949961924e+00 -1.941704255194139472e+00 -1.283904745939371539e+00 -1.520446928317525703e+00 -1.645916379695478327e+00 -1.212878855325826288e+00 -1.904019344469197739e+00 -1.303968109791208585e+00 -1.713578679231628987e+00 -1.501360353107175971e+00 -1.317690599665202633e+00 -1.517775018459104119e+00 -1.372732785722108773e+00 -1.137386301599700333e+00 -1.340346086151746441e+00 -1.864612332804308270e+00 -1.308228718586117445e+00 -1.406066999307563847e+00 -1.236774063455767569e+00 -1.296969441721686156e+00 -2.001410112034758715e+00 -1.319209688603813824e+00 -1.284226479202906113e+00 -1.413488286819296613e+00 -1.487132728537102100e+00 -1.502237367113007371e+00 -2.530673598927101420e+00 -1.512697140046228128e+00 -1.608583040825621202e+00 -1.191007499523933477e+00 -1.335087895601343000e+00 -1.298763578069390690e+00 -1.601302443830147526e+00 -1.795095722509107983e+00 -1.474159315524024905e+00 -1.676589017914636770e+00 -1.605333638246301042e+00 -1.531138390624262380e+00 -1.762741131841573106e+00 -1.673917424194515169e+00 -1.303403653762988279e+00 -1.464861571854019440e+00 -9.569778330387381793e-01 -1.521110829229192385e+00 -1.587445046359192702e+00 -1.526412898746776658e+00 -1.496606439887919082e+00 -1.807361410767559740e+00 -1.922901612136790783e+00 -1.491982306100391842e+00 -1.168067911617427734e+00 -2.261416778768034597e+00 -1.557902693403241390e+00 -1.360419817023170719e+00 -1.272272383244081428e+00 -1.737740189815097258e+00 -1.241571374551477813e+00 -1.483643477954237566e+00 -1.341482218335164678e+00 -1.205294415900533878e+00 -1.314435407532498656e+00 -1.831672184768635470e+00 -1.250453224502879435e+00 -1.454536121809007820e+00 -1.144261201693518526e+00 -1.506621523120349027e+00 -1.384739204503329324e+00 -1.510882362910930254e+00 -1.610024383659731217e+00 -1.693982422559941803e+00 -1.328184161071755520e+00 -1.241787097016810559e+00 -1.440781380629699404e+00 -1.300014968487254619e+00 -1.638007423113523098e+00 -2.115082803481839413e+00 -1.395104221744029926e+00 -1.764469710326556751e+00 -1.505634442609206536e+00 -1.625849119660721653e+00 -1.666668462980556820e+00 -1.602095651774173346e+00 -1.295612063226529553e+00 -1.340433109631173236e+00 -9.194477049442866257e-01 -1.337168930733294570e+00 -1.525993596047467094e+00 -1.254057415176059731e+00 -1.386279015073144105e+00 -1.388642055044674306e+00 -1.356984830097909045e+00 -1.530920980138619658e+00 -1.296194831531989777e+00 -1.637262826355573075e+00 -1.364123768883554799e+00 -1.369743507915299086e+00 -1.715432571252737848e+00 -1.119143112626091119e+00 -1.151985954368277554e+00 -1.421771852651000589e+00 -1.379197536223589093e+00 -1.584659453922233618e+00 -1.265592533633074890e+00 -1.643317673066244211e+00 -1.460684433938054028e+00 -1.543227006192326112e+00 -1.263251288628940872e+00 -1.643317673066244211e+00 -1.311706369116554249e+00 -1.424154724953687223e+00 -1.614087463627277286e+00 -1.683995372865430884e+00 -1.450097600220008776e+00 -1.305059969545071752e+00 -1.354313845946524264e+00 -1.362706553418379096e+00 -1.551759311288033683e+00 -1.778986714572403871e+00 -1.250548452974207470e+00 -1.451298536913383952e+00 -1.380955039799840023e+00 -1.300744611650196614e+00 -1.821448326128745077e+00 -1.541012704640881470e+00 -1.220552122512443383e+00 -1.586614765138353755e+00 -1.784282198669069563e+00 -1.333744574771301483e+00 -1.433491701101879512e+00 -1.491255658296839037e+00 -1.380420470599308835e+00 -1.232343724156170550e+00 -1.207344430354152731e+00 -1.328723451026734947e+00 -1.702072793549882945e+00 -1.128625281211562692e+00 -8.792369413462426397e-01 -1.324001844275404460e+00 -1.533254584526241082e+00 -1.638007423113523098e+00 -1.345352080720098265e+00 -1.224965233755787031e+00 -1.846420952276792482e+00 -1.410745039429281755e+00 -1.214858547183761628e+00 -1.774946818840925200e+00 -1.735524989864713152e+00 -1.323385095756684615e+00 -1.600958285143073256e+00 -1.642925850525171816e+00 -1.518537931362423654e+00 -9.861673265985682058e-01 -1.385750841659240340e+00 -1.185879060182969180e+00 -1.675805355325941104e+00 -1.370217576838055784e+00 -1.431139668646068452e+00 -1.505634442609206536e+00 -4.073481461896758304e+00 -1.656325126654110580e+00 -1.726482498940291377e+00 -2.288414747508886293e+00 -1.601864492516773986e+00 -1.523438060909587444e+00 -1.290190381406832065e+00 -1.315597889593096204e+00 -9.968495272843596045e-01 -1.677864435580064484e+00 -2.650022360658047749e+00 -2.542425046322780435e+00 -2.785593333691969153e+00 -1.324311055837484430e+00 -1.303481992498575659e+00 -1.459005553688886403e+00 -1.228972321308352988e+00 -1.221546499397001773e+00 -1.127903124519479494e+00 -1.260858649231147988e+00 -1.209841795193219438e+00 -1.957176860621975711e+00 -1.350254173230379218e+00 -1.260858649231147988e+00 -1.398566378380193598e+00 -9.580456885766432951e-01 -1.481069315823215549e+00 -1.303620913273270787e+00 -1.516174546002442503e+00 -1.302093568869463258e+00 -1.363380581394501023e+00 -1.200533390791350463e+00 -1.613228179642560489e+00 -1.252343102196500579e+00 -1.418591270938848625e+00 -1.258926203891804319e+00 -1.292798375771802677e+00 -1.175293117637906226e+00 -1.726990966181517928e+00 -1.549224710758607459e+00 -1.537194716938680594e+00 -2.031796437289463242e+00 -1.629276586740517230e+00 -1.465596495413669098e+00 -1.900998465520163050e+00 -1.171240271138010769e+00 -1.590661677182981570e+00 -1.640710146200690556e+00 -1.220202685412528520e+00 -1.226562663516191476e+00 -1.916568499307522933e+00 -1.491255658296839037e+00 -1.336475131814703898e+00 -1.085381590953204078e+00 -1.418907619998165837e+00 -1.397010004180204490e+00 -2.751131325395622884e+00 -1.444356946716100154e+00 -1.124330178380097633e+00 -1.341791292040733330e+00 -2.335583061493860413e+00 -1.300833307220479851e+00 -1.625576155356966535e+00 -1.307095612899356274e+00 -1.262476243446539748e+00 -1.489300366473228054e+00 -1.623902091982445395e+00 -1.325149091223139397e+00 -1.680906061203102153e+00 -1.619709233537260262e+00 -1.960439592006981258e+00 -1.262835916952407267e+00 -1.265545130832502752e+00 -1.434412954219228320e+00 -1.590661677182981570e+00 -1.487631182775154048e+00 -1.441048913952752031e+00 -1.461776707481770021e+00 -1.422692353055519554e+00 -1.548297401249297156e+00 -1.815474663617137940e+00 -1.459886684273049351e+00 -1.392197265015324481e+00 -1.628336651922703604e+00 -1.411963429793304581e+00 -1.334235186280352981e+00 -1.580529802539817341e+00 -1.505411988463695394e+00 -1.127675242424772684e+00 -1.410526010871072211e+00 -1.605734290169468004e+00 -1.237338397709284221e+00 -1.415090235579721023e+00 -1.365780055477161747e+00 -1.282059400409123251e+00 -1.380815121588840233e+00 -1.749225835503403381e+00 -1.912631924787822291e+00 -1.358654711833266804e+00 -1.433149563923688641e+00 -1.763021769560098928e+00 -1.266311030735351784e+00 -1.466447627351270100e+00 -1.166657763119267610e+00 -1.454926647132513073e+00 -1.654736073323761270e+00 -1.596720327582999976e+00 -2.406269730471326529e+00 -1.292409497487248204e+00 -1.139202225779718747e+00 -2.394511789924950840e+00 -1.748132809318437619e+00 -1.543682211612258159e+00 -1.095345006340416205e+00 -1.278167924001149203e+00 -1.699705438389577328e+00 -1.172029655900099110e+00 -1.280543890106820459e+00 -1.522026857357366758e+00 -1.212174639930204023e+00 -1.435186449743234505e+00 -1.746892956834094290e+00 -1.211162484228150094e+00 -1.458521523468391257e+00 -1.496237974107291091e+00 -1.429442336797894342e+00 -1.820984369285323812e+00 -1.456999771902583785e+00 -9.074413899658884120e-01 -1.612666025412516912e+00 -1.311662112978587036e+00 -2.032529697838556082e+00 -1.297480631682625729e+00 -1.778075070168314120e+00 -1.590661677182981570e+00 -1.381193898543188192e+00 -1.338147633543190329e+00 -1.884883564290558144e+00 -1.369781870152660508e+00 -1.302950259870939931e+00 -1.651274449715706805e+00 -1.403291991877356981e+00 -1.728987888835336495e+00 -1.741651393642691170e+00 -1.358808338406871874e+00 -1.245373674548096332e+00 -1.595486916701919000e+00 -1.568995208767946625e+00 -2.002204783511875696e+00 -1.408988137956812992e+00 -1.313857643733380653e+00 -1.459125261839216314e+00 -1.309793252540767394e+00 -2.144588475707783992e+00 -1.466447627351270100e+00 -1.214085927140336807e+00 -1.527236948240351166e+00 -1.209048162750003819e+00 -1.252220589800172812e+00 -1.443825815515996869e+00 -1.431494974140103071e+00 -1.437004795663415768e+00 -1.257689239394896630e+00 -1.590661677182981570e+00 -1.230018651154858089e+00 -1.411724298789888810e+00 -2.212676479255956785e+00 -1.621837940735684436e+00 -1.419767918370605786e+00 -1.620189658244108877e+00 -1.299955735111378630e+00 -1.526412898746776658e+00 -1.354940523905451943e+00 -1.459216466695720360e+00 -1.439770908507228331e+00 -2.135225656794364824e+00 -1.511580304420146570e+00 -1.429121044144805008e+00 -1.666151651186131843e+00 -1.769564130896225551e+00 -1.201012930708708515e+00 -1.206023183810812194e+00 -1.519884139117845478e+00 -1.406651466497373493e+00 -1.425323351080933776e+00 -1.289186173474974773e+00 -1.296194831531989777e+00 -2.158324243348657134e+00 -2.325520432100621093e+00 -1.429957755719633461e+00 -1.238876293518424543e+00 -1.235284299834125354e+00 -1.936222701723211870e+00 -1.304153641086523319e+00 -1.376035390811690906e+00 -1.630484095212320295e+00 -1.459058589196714495e+00 -1.308228718586117445e+00 -1.233805197154025368e+00 -1.339749070914222795e+00 -3.105569181855591943e+00 -2.148828669156463089e+00 -1.484351891933871848e+00 -1.768883593474683824e+00 -1.356378587299003291e+00 -1.981841949645592349e+00 -1.361629077216226058e+00 -1.456078067191237668e+00 -1.391484202326781494e+00 -1.720482528827767643e+00 -1.229142713557705324e+00 -3.592535946734470631e+00 -1.357491897083993315e+00 -1.639356736965758232e+00 -1.418725556927849629e+00 -1.219642483151237355e+00 -1.524899185466146667e+00 -1.339912898909557004e+00 -1.691821851495836304e+00 -1.926429885754383786e+00 -2.193937629400501521e+00 -1.434512389769131868e+00 -1.516132202502675108e+00 -1.402685016737124313e+00 -1.479654406907421782e+00 -1.590661677182981570e+00 -1.305059969545071752e+00 -1.281308616661720245e+00 -3.371147861500705112e+00 -1.610515818397087795e+00 -1.363762126814227038e+00 -1.868651132219020461e+00 -1.836581293674666604e+00 -1.322198808395610881e+00 -1.187353235526068085e+00 -1.168715360646861434e+00 -1.290653261916049788e+00 -2.657397789927987031e+00 -1.308195807962820423e+00 -1.392911585170269806e+00 -1.157721947444014132e+00 -1.563549287152643963e+00 -1.309699010970924782e+00 -1.374487321108077253e+00 -1.780498201575019035e+00 -1.742789942659437541e+00 -1.387953874563513379e+00 -1.392881755366181640e+00 -2.101790004113552879e+00 -1.285728839915948107e+00 -1.428253403325337789e+00 -1.356322481455720208e+00 -1.460226394135446082e+00 -1.298018122131389784e+00 -1.040864104016849367e+00 -8.634418616470621588e-01 -1.516450551827863924e+00 -1.366770905334105501e+00 -1.504246270932614316e+00 -2.071529630361395036e+00 -1.347534147215802447e+00 -1.519262810150987963e+00 -1.295906052920308360e+00 -1.272353602721182364e+00 -1.343210424590504548e+00 -1.942758402989408051e+00 -1.500703524024407542e+00 -2.179608061863245183e+00 -1.225209636418478576e+00 -2.367566078173224398e+00 -1.245005921617321043e+00 -1.131263169013688064e+00 -1.208275899748609383e+00 -1.699639706926565630e+00 -1.380664001881857006e+00 -1.200166494414899088e+00 -1.897259029019124021e+00 -1.599052961692516206e+00 -1.679534894153698055e+00 -1.430591452441831279e+00 -1.291611710413451464e+00 -2.140483046159007863e+00 -1.018545959062726158e+00 -1.732346220654019442e+00 -1.442752969375090677e+00 -1.530303738588107310e+00 -1.533254584526241082e+00 -1.723977420671900740e+00 -1.712477126052587728e+00 -1.200465606865777524e+00 -1.538678564128436177e+00 -2.212332242225049761e+00 -2.377262736841992741e+00 -2.094309955644114929e+00 -1.262365757805570698e+00 -1.220152256079544584e+00 -1.463806208068472836e+00 -1.027681686784353454e+00 -1.881114273304692164e+00 -1.069046704205762977e+00 -1.479251346847459070e+00 -1.511057325631814940e+00 -1.463913205483961200e+00 -1.433968530653163098e+00 -1.760216509112127126e+00 -1.379714397479181454e+00 -1.646864779693656411e+00 -1.128664547397468576e+00 -1.548417825005325765e+00 -1.439532404895196294e+00 -1.332296504677359161e+00 -1.377451740478998987e+00 -1.445722039144157200e+00 -1.401984131673945422e+00 -1.122130260334611274e+00 -1.222966388838526930e+00 -1.329787545095437062e+00 -1.311905570780654395e+00 -1.590661677182981570e+00 -1.376535102765144236e+00 -1.429227872538283650e+00 -1.549661797142021680e+00 -1.279898386879556815e+00 -1.516045866663001895e+00 -1.329044801378755025e+00 -2.087813715466139808e+00 -2.018382086425216215e+00 -1.884124588089906016e+00 -1.940208168686679668e+00 -1.710209788962643529e+00 -1.285642708016135893e+00 -1.341978581308063578e+00 -1.678993494320001556e+00 -1.636259359087795850e+00 -1.560461013143585429e+00 -1.315226109663480747e+00 -1.307710295879841444e+00 -1.317903489506758508e+00 -1.416177242856786034e+00 -1.657120175708198806e+00 -1.306698076762219829e+00 -1.723529839265272035e+00 -1.566067186885121032e+00 -1.555029311926035440e+00 -1.141815483644940121e+00 -1.311034084817768841e+00 -1.103061885316470647e+00 -1.480576129895777360e+00 -1.516847994913356201e+00 -1.282557763485939972e+00 -1.455453724146996475e+00 -1.651426936588167749e+00 -1.721523333361912211e+00 -1.889878621927817415e+00 -2.104309067095960550e+00 -1.420790573922255939e+00 -1.556835060778716695e+00 -1.285336297274101369e+00 -1.724343320682350633e+00 -1.233902902392489676e+00 -1.865814634620508894e+00 -1.459637996466479182e+00 -1.247024474635013647e+00 -1.438098851784577858e+00 -1.630548867278216019e+00 -1.502314574996562069e+00 -2.162505895909458520e+00 -1.296031116503851610e+00 -1.536928787344171932e+00 -1.307716131284549110e+00 -1.594328945415459664e+00 -1.517192004275377260e+00 -1.537079585682766592e+00 -2.024123581843100261e+00 -1.539631001385212583e+00 -1.486224089080629085e+00 -1.384011542352195701e+00 -2.228115080370473677e+00 -1.483275343514300459e+00 -2.347392460123031821e+00 -1.463026466219763622e+00 -1.468121661719783422e+00 -1.197102468441764822e+00 -1.702287894201414575e+00 -1.250089632029210307e+00 -1.452385509254625173e+00 -1.543772073620719221e+00 -1.704636056410749223e+00 -1.205141500352884032e+00 -4.172790200980355912e+00 -1.340510901506781094e+00 -1.434554991575349714e+00 -1.329709531367061714e+00 -1.590661677182981570e+00 -1.437065505474345084e+00 -1.789176596132404429e+00 -1.377955767772164997e+00 -1.225209636418478576e+00 -1.235332526810020370e+00 -1.254531405133538335e+00 -1.306967208552154425e+00 -1.661687601525188684e+00 -1.286188808218444501e+00 -1.452364588141068280e+00 -2.047509787721097485e+00 -1.469139230620105430e+00 -1.370907787227797048e+00 -1.283184849586855414e+00 -1.526412898746776658e+00 -1.293874932325091320e+00 -1.500008837415442553e+00 -1.418429418020073829e+00 -1.736835788293812133e+00 -1.390262637610073737e+00 -1.466447627351270100e+00 -1.383445772577384325e+00 -1.502616934890677047e+00 -1.742964759420810195e+00 -1.351423819479192101e+00 -1.410822760678213994e+00 -1.456299661817417546e+00 -1.373848002855136086e+00 -1.838125212869027303e+00 -1.245151816346289575e+00 -1.006983059224999089e+00 -1.494312904963496225e+00 -3.826277929244476184e+00 -1.403621607072259803e+00 -1.412557098056351768e+00 -1.752872487152442593e+00 -1.497860258480076423e+00 -2.165032173251826286e+00 -1.517997023491251429e+00 -1.181688114252817501e+00 -1.292274665834092895e+00 -1.519262810150987963e+00 -2.435179790646466724e+00 -1.321458956736861090e+00 -1.187048651085096385e+00 -1.585803430420545057e+00 -1.740888734695322349e+00 -1.416544349350683296e+00 -1.438911548049200961e+00 -1.574329869296967388e+00 -1.182014638149820662e+00 -1.629191483107772509e+00 -1.937330675648314182e+00 -1.746158818148803471e+00 -1.568954258169712235e+00 -1.659715553451202918e+00 -3.075553780580956964e+00 -1.974484071189659851e+00 -1.273841617505952151e+00 -1.528104083434255855e+00 -1.654309313745110366e+00 -1.101126207070516783e+00 -1.389281365377073696e+00 -2.094309955644114929e+00 -1.186984715633759846e+00 -1.412629753102515373e+00 -1.687157701695419565e+00 -1.303634078174301436e+00 -1.195508514521043120e+00 -1.688860058521908680e+00 -1.105023923399553354e+00 -1.304838572668856056e+00 -1.492343158987908813e+00 -1.413488286819296613e+00 -1.195810583788298409e+00 -1.290805355004370769e+00 -1.541788416556207242e+00 -1.185568886057059013e+00 -1.297930051091956694e+00 -1.749618292750571902e+00 -9.074413899658884120e-01 -1.475210213292671879e+00 -1.509414379301723397e+00 -1.372288289636472314e+00 -1.667486986010647598e+00 -1.393518096864027056e+00 -3.200509101258671052e+00 -1.340216445220193453e+00 -1.590661677182981570e+00 -1.470821060327379470e+00 -1.410260049333349919e+00 -1.374898608727752158e+00 -2.010930364116816804e+00 -2.991753410423436677e+00 -1.314262424607986146e+00 -1.510377114170039503e+00 -1.590500773509907262e+00 -1.242781376862124310e+00 -1.898374701524185859e+00 -1.334383654799944585e+00 -1.410547037236395518e+00 -1.591786272549322145e+00 -1.407528832135098495e+00 -1.151430834461280472e+00 -1.261394705580402453e+00 -2.020770169596476151e+00 -1.290530605671130759e+00 -1.491149989709547485e+00 -1.383360600541208241e+00 -1.593036582767291653e+00 -1.291016648209990958e+00 -1.771540567067620753e+00 -1.574701437417772132e+00 -1.329207971056159066e+00 -1.629437422561680338e+00 -1.522744422578640178e+00 -1.291780301854206003e+00 -1.522439981722998770e+00 -1.283423676093082832e+00 -1.580529802539817341e+00 -1.420173517554294218e+00 -1.441499934293980267e+00 -1.148709425947602281e+00 -1.375450511493224504e+00 -1.405050712110724298e+00 -1.451847877502562945e+00 -2.005880458640457942e+00 -1.343095326150666402e+00 -1.445920021551438950e+00 -1.261142538029312865e+00 -1.508413881099294862e+00 -1.305059969545071752e+00 -1.614087463627277286e+00 -1.457393194140345960e+00 -1.306841620506017598e+00 -1.362533129859907710e+00 -1.302140256575740729e+00 -1.337771078813715375e+00 -1.286169326978174432e+00 -1.419746394049379745e+00 -1.363390570646945577e+00 -1.440129430720934245e+00 -2.106594389701510472e+00 -1.542595539041702990e+00 -1.491657602210470612e+00 -1.482485078656878841e+00 -1.475643732274460218e+00 -1.544273715483759357e+00 -1.404905216868935769e+00 -1.413533668164175028e+00 -1.750284051004168173e+00 -1.311662112978587036e+00 -1.952436104712884424e+00 -1.289793724008650333e+00 -1.384206391511582090e+00 -1.480259971681950226e+00 -1.753450807304907100e+00 -1.461776707481770021e+00 -1.375814184581872546e+00 -1.735770294456390861e+00 -1.480029897033078523e+00 -1.502646018785435134e+00 -1.360303027102479190e+00 -1.321209446924277664e+00 -1.765875112857912654e+00 -1.529635375591108737e+00 -1.302280682458501371e+00 -1.498891191356912067e+00 -2.055515900665244811e+00 -1.410203149484949181e+00 -1.074961725894472364e+00 -1.590676728865959344e+00 -1.236965743033528353e+00 -1.410861107376992329e+00 -1.479364153692302342e+00 -1.644207762505729864e+00 -1.545762653813052889e+00 -1.181696869292498064e+00 -1.451341858840631938e+00 -1.638007423113523098e+00 -1.560735954599752340e+00 -1.148722252671176669e+00 -1.438013930227511894e+00 -2.234045395455155791e+00 -1.493055896688728623e+00 -1.378320119310970204e+00 -1.238588078792369984e+00 -1.711461514108309823e+00 -1.342745240576182830e+00 -1.242986663111442347e+00 -1.492718993149064088e+00 -1.786581050207063592e+00 -1.309187551792111881e+00 -1.410351441991650967e+00 -1.283887713652103413e+00 -1.548883836849811901e+00 -1.648581502316603942e+00 -1.383526977124897916e+00 -1.300151658544251188e+00 -2.076463714313626419e+00 -1.329266133895950164e+00 -1.347571884073531567e+00 -1.830199203980274358e+00 -1.338532581225534868e+00 -1.329266133895950164e+00 -1.475058435137886814e+00 -2.041082216113685455e+00 -1.396052668907094452e+00 -2.046084818460820909e+00 -1.394221119306858103e+00 -1.324264304975060424e+00 -1.590661677182981570e+00 -1.329266133895950164e+00 -1.488843411891465296e+00 -1.697315479003388861e+00 -2.068897142717673887e+00 -1.291040424971887202e+00 -1.420094352513322722e+00 -1.526165947356140196e+00 -1.466410608859736842e+00 -1.489616422401059070e+00 -1.376720011232194452e+00 -1.145186430808070810e+00 -1.330217439355670050e+00 -1.322128765371457071e+00 -1.616767532656631756e+00 -1.353924840207848312e+00 -1.426725480388194800e+00 -1.406015292581185516e+00 -1.345766618450927377e+00 -1.267528782806632837e+00 -1.782340423389742634e+00 -1.289803465035812113e+00 -1.574519113508210832e+00 -2.524191146745886627e+00 -1.476121211575512016e+00 -1.451091577038232661e+00 -2.107489371213417062e+00 -1.279924187200830232e+00 -1.814164935458131067e+00 -1.304433415256088802e+00 -1.387853643799350056e+00 -1.068488242014135503e+00 -1.398196953585513214e+00 -1.487424460187471098e+00 -1.564135329316699075e+00 -1.409871878082515018e+00 -1.620189658244108877e+00 -1.212619458209339252e+00 -1.222768803890084133e+00 -1.131070452102209467e+00 -1.632834084478774317e+00 -2.391024306516505327e+00 -1.553000863736722970e+00 -1.234492289142920418e+00 -1.678865163726285692e+00 -1.729514844131977203e+00 -1.380319408180112450e+00 -1.495469850798214484e+00 -1.089476840298834848e+00 -1.503787260715198748e+00 -1.927926562962336332e+00 -1.787509155388085524e+00 -1.356423911498110035e+00 -1.611700475202791472e+00 -1.328565058940705201e+00 -1.410801436710868773e+00 -1.502271577769815902e+00 -1.529781568729100982e+00 -1.500717572630122953e+00 -1.438744116152345320e+00 -1.011533861150337277e+00 -1.660019935521435785e+00 -1.694801268597463384e+00 -1.295741897675154686e+00 -1.536690120192821807e+00 -1.625576155356966535e+00 -1.662446962378507642e+00 -1.584027675817615721e+00 -1.267920576764727025e+00 -1.773271621007467047e+00 -2.607061255226004626e+00 -1.323697228546008020e+00 -1.463913205483961200e+00 -1.451179387129578169e+00 -1.469164177593603071e+00 -1.260696632732482447e+00 -2.061295847510245860e+00 -1.279175030508805655e+00 -1.327187249511799116e+00 -1.392123116976528907e+00 -1.372778149825102156e+00 -1.366849320196020789e+00 -1.310075327026068770e+00 -2.228115080370473677e+00 -1.440612375280124979e+00 -1.350906079213270550e+00 -1.247545832057673776e+00 -1.736285950232311581e+00 -1.247536976020736654e+00 -1.824683738529272681e+00 -2.141193264032818622e+00 -1.489627345069804543e+00 -1.406939099136905735e+00 -1.351987725676777830e+00 -2.068358256017190477e+00 -1.425356048095398176e+00 -1.461063380858283578e+00 -4.534055133307758112e+00 -1.548104834770692051e+00 -1.334119499724081503e+00 -1.169637967255080735e+00 -1.270982513336023301e+00 -2.061295847510245860e+00 -1.583808418512173688e+00 -1.433252694167043595e+00 -1.146249330383353193e+00 -1.437000319539658122e+00 -1.384206391511582090e+00 -1.354323207386244343e+00 -2.743042907148182330e+00 -1.146741916689172136e+00 -1.043934638860382069e+00 -1.986859899813718799e+00 -1.345752277684593379e+00 -1.262801821341236419e+00 -1.227595566388157700e+00 -1.357034386591719821e+00 -1.490382176048366425e+00 -1.197989047680342756e+00 -1.403780162561065969e+00 -1.295741897675154686e+00 -1.376647758423965362e+00 -1.319684443967985565e+00 -1.715609211653615240e+00 -1.340072870242922765e+00 -1.481047675191624169e+00 -1.418267229243886707e+00 -1.704996551156766849e+00 -1.481964200517132291e+00 -1.376647758423965362e+00 -1.371498739687961432e+00 -1.335345033715319651e+00 -1.600330428341852240e+00 -1.235929370981665665e+00 -1.660395396280030189e+00 -1.653829654337321431e+00 -9.836315595085003416e-01 -1.289583952805333444e+00 -1.501909986806452268e+00 -1.538580056025662168e+00 -1.409708410803939937e+00 -2.044943805669737547e+00 -1.839991352308654404e+00 -1.884124588089906016e+00 -1.515659031640784526e+00 -1.252912322425840275e+00 -1.094551602407890734e+00 -1.275707054073981661e+00 -1.396190534953473783e+00 -1.561255800611879518e+00 -1.465457853774435382e+00 -1.655700952046569308e+00 -1.804620433137694713e+00 -1.427417859572384096e+00 -1.326073742077085171e+00 -1.367503139614707486e+00 -1.422102982796594306e+00 -1.782927790484859942e+00 -1.316571734007906391e+00 -1.386391473133877117e+00 -1.316768151420434796e+00 -1.619052967007010624e+00 -1.474045577933423390e+00 -1.342331179133416263e+00 -1.412608258228686298e+00 -1.460254498579969473e+00 -2.162304290249063232e+00 -1.338532581225534868e+00 -1.189435430909579372e+00 -1.630548867278216019e+00 -1.244121371882374039e+00 -1.386341251496386873e+00 -1.703850309687607645e+00 -1.293884653033914089e+00 -1.338474302028136220e+00 -1.643156763772749329e+00 -1.302511439790508874e+00 -1.838125212869027303e+00 -1.305077770090609990e+00 -1.256175653903305545e+00 -1.614047770032502438e+00 -1.340193786153743405e+00 -1.626552809569780988e+00 -1.432006635109163373e+00 -1.347436701031039741e+00 -1.465714658670285608e+00 -1.422935107147327516e+00 -1.221182831713923278e+00 -1.272200235387697553e+00 -1.859817749779709484e+00 -1.409137655325791050e+00 -1.380666597466359446e+00 -1.309410445172011439e+00 -1.555652041240550565e+00 -1.326168917301012051e+00 -1.223770441925015495e+00 -1.287457757304365513e+00 -1.116238807832261593e+00 -1.483439121132233307e+00 -1.584013404917624435e+00 -1.264262789392633479e+00 -1.609615521814917294e+00 -1.743313552364583296e+00 -1.226514002150088878e+00 -1.585420984871195316e+00 -1.449770003514557537e+00 -9.928365856670895440e-01 -1.417061725884246615e+00 -1.245176508870719623e+00 -2.823946574480508787e+00 -1.382297749106138562e+00 -2.410315439288815309e+00 -1.341741492443293549e+00 -1.693981575658477734e+00 -1.039634807038954278e+00 -1.370663837370487581e+00 -1.070984392056374856e+00 -1.347830907873328599e+00 -1.233124050163335150e+00 -1.251910703184636153e+00 -1.716354361919072646e+00 -1.408092816384030055e+00 -1.191286369935607548e+00 -2.071553519219589745e+00 -1.330012618768096511e+00 -1.391817652980012143e+00 -1.525993596047467094e+00 -1.128300051127476777e+00 -1.300181141525515560e+00 -1.952160489654427566e+00 -1.498460488538936097e+00 -1.793897747691829858e+00 -1.304652393963839030e+00 -1.757490370731098039e+00 -1.430731849462218763e+00 -1.740888734695322349e+00 -1.250579856891605113e+00 -1.393404694438094671e+00 -1.360102366463721735e+00 -1.482801484675118964e+00 -1.584027675817615721e+00 -1.468000416095420535e+00 -1.740888734695322349e+00 -1.885796049140482378e+00 -1.236774063455767569e+00 -1.933110939355535240e+00 -1.616317781534851949e+00 -2.479004668618367546e+00 -1.385853654696515225e+00 -1.234504233136317852e+00 -1.217167148026961909e+00 -1.492846511237951868e+00 -4.073481461896758304e+00 -1.373603227549111461e+00 -1.723930982631463493e+00 -2.335917939204564142e+00 -1.142983042570107965e+00 -1.561699037333971640e+00 -1.178092353223602062e+00 -1.243866499145778182e+00 -1.273094985365029297e+00 -1.114198651548299113e+00 -1.452385509254625173e+00 -1.785423870529120771e+00 -1.461961804387657216e+00 -1.743153931007085378e+00 -1.638007423113523098e+00 -1.258466789028049426e+00 -1.289551051443597940e+00 -1.298080996743513627e+00 -1.356927887519043363e+00 -1.276623653604767039e+00 -1.780463075709104448e+00 -1.187490621676567937e+00 -1.643317673066244211e+00 -1.874140293979162486e+00 -1.551219262248920039e+00 -1.907525309450580187e+00 -1.634806854512047547e+00 -1.353976391095536691e+00 -1.491163530165689588e+00 -1.685819344131573416e+00 -2.729005291524084775e+00 -1.251695707433908122e+00 -1.426131704070815465e+00 -1.401731945317068240e+00 -1.416479403627769251e+00 -1.502823323326064608e+00 -1.621848723114337254e+00 -1.650930582769585264e+00 -1.146555703768816104e+00 -2.218845869653075287e+00 -1.418267229243886707e+00 -1.396754113479257597e+00 -1.513399876145465672e+00 -1.141685274294549135e+00 -1.839728095941184138e+00 -1.491255658296839037e+00 -1.413612104864052199e+00 -1.226849984830360452e+00 -1.590661677182981570e+00 -1.612655534195755358e+00 -1.867561190091880041e+00 -1.429017829448432142e+00 -1.346842551548460110e+00 -9.074413899658884120e-01 -1.542306082484970586e+00 -1.856006165131796060e+00 -1.526412898746776658e+00 -1.356040940111659321e+00 -1.541788416556207242e+00 -1.555113057623851436e+00 -1.701898125710392229e+00 -1.360126435668576272e+00 -1.604848492947988703e+00 -1.495529485238456191e+00 -1.393904350595707609e+00 -1.408012641368778128e+00 -1.452385509254625173e+00 -1.703256603502607547e+00 -1.282741820337686578e+00 -1.299214110731433447e+00 -1.338866008107049588e+00 -1.344990475655628348e+00 -1.174923071467635083e+00 -1.419915946857590594e+00 -1.326688217670230596e+00 -1.338047038871327254e+00 -1.727291612940617949e+00 -1.475398245465611380e+00 -1.619642232345557487e+00 -1.331088413528035641e+00 -1.135783161324815715e+00 -1.657330162742173707e+00 -1.301412915716269048e+00 -1.152548509464875970e+00 -1.578088262690156673e+00 -1.329986358399674273e+00 -1.288971384567990874e+00 -1.653305286653068418e+00 -1.227064909035286533e+00 -1.596371617963317835e+00 -1.354236610254649920e+00 -2.083326299503677426e+00 -1.407172249613651172e+00 -1.267108108763034924e+00 -1.404281716126099200e+00 -1.433990616350315328e+00 -1.449242372617520758e+00 -1.872304703700198525e+00 -1.781109259810818912e+00 -1.377126446035384255e+00 -1.243089503631415127e+00 -1.324780188611455412e+00 -1.375318922279597844e+00 -1.452385509254625173e+00 -1.420708922643597605e+00 -1.340209732797909448e+00 -1.994976201665749960e+00 -2.318254721602762469e+00 -1.448222067254490542e+00 -1.282407895830776079e+00 -1.414225251650748305e+00 -1.362405188697550784e+00 -1.472187154615718363e+00 -1.326316029348867387e+00 -1.461419968419463533e+00 -1.218177747734805250e+00 -1.287385219629680888e+00 -1.720207160719396500e+00 -1.283904745939371539e+00 -1.358707193318940298e+00 -1.418913250998030229e+00 -2.334805663636516648e+00 -1.677085195198790180e+00 -1.344229529106223398e+00 -1.148431770825523612e+00 -1.823667531058033697e+00 -1.516083423972307775e+00 -1.323857943293651473e+00 -1.506300829123603746e+00 -1.432495842059243740e+00 -1.491255658296839037e+00 -1.211695910578494351e+00 -1.712304634467662012e+00 -2.059693562023102942e+00 -1.403034189696907852e+00 -2.763126859317810435e+00 -1.604871269862870875e+00 -1.262865620349119311e+00 -1.292702316609544155e+00 -2.329748741239396903e+00 -1.718291201964088355e+00 -1.408092816384030055e+00 -1.829045585397208740e+00 -2.553561970156501992e+00 -1.378742421790307704e+00 -1.160968211509351367e+00 -1.572978066058452473e+00 -2.106251988659499474e+00 -1.329266133895950164e+00 -1.856431563138772889e+00 -1.210065126580311734e+00 -1.965105829189416342e+00 -1.306081643069608722e+00 -1.532751151595000305e+00 -1.676511604396035082e+00 -1.227188391975146509e+00 -1.240210328315862087e+00 -1.901717922590174803e+00 -1.617430412969252718e+00 -1.577564481544022623e+00 -1.516231108378278014e+00 -1.604848492947988703e+00 -1.754527555625677859e+00 -1.288943277303295831e+00 -1.415406637368884057e+00 -1.153239403228571769e+00 -1.775917947393896634e+00 -1.472442002109362491e+00 -1.176030925736611721e+00 -1.376035550610755998e+00 -1.549713604146661261e+00 -1.590661677182981570e+00 -1.527167081783284974e+00 -1.302045275820673309e+00 -1.835665049238820457e+00 -1.387555067524821606e+00 -1.554858598778608103e+00 -1.228089152833022890e+00 -1.425107702945245025e+00 -1.332999574028573608e+00 -1.253630160609052524e+00 -1.274867015130556336e+00 -1.592246239385462836e+00 -1.427706471505595820e+00 -1.514418747371961693e+00 -1.329926300302686215e+00 -1.574302708548710017e+00 -1.598691906505164351e+00 -1.489282159307574238e+00 -1.464317159463123907e+00 -1.261391006986790186e+00 -1.996616870283661527e+00 -1.485225737888418385e+00 -1.519788623658039128e+00 -1.347736782502634734e+00 -1.419797908543554588e+00 -1.293962214136604727e+00 -2.299726105064214821e+00 -1.752872487152442593e+00 -1.486693156446629249e+00 -1.143468342707935514e+00 -1.359922985219280900e+00 -1.351402572164890792e+00 -1.459413636885067200e+00 -1.272762315556616564e+00 -1.678355896769062827e+00 -1.590217416174900311e+00 -1.135783161324815715e+00 -1.247663109852103602e+00 -1.855201109456601438e+00 -1.350602945950053924e+00 -1.442038469668988521e+00 -1.969412266100460052e+00 -1.235196170129226445e+00 -1.397590686802407500e+00 -1.590661677182981570e+00 -1.132849471694070020e+00 -1.568685945774160651e+00 -1.605333638246301042e+00 -1.539885734024127428e+00 -1.308605450535772263e+00 -1.329100689860433171e+00 -1.240738051857043445e+00 -1.651965699264335896e+00 -2.120182327723123983e+00 -1.669844394783153163e+00 -1.770282399832768139e+00 -1.995189239593236463e+00 -1.063898738042013070e+00 -1.465388761652030025e+00 -1.466570293894085442e+00 -1.463913205483961200e+00 -1.461262953498507988e+00 -1.152931699724717651e+00 -2.015702899580846363e+00 -1.373600381215209776e+00 -1.343113201277484015e+00 -1.270430448872211127e+00 -1.448884939330377097e+00 -2.246773710144934100e+00 -1.615371345902805622e+00 -1.109347698995084341e+00 -1.568343364148232055e+00 -1.722015276296813280e+00 -1.624024176478497727e+00 -1.548808528000179097e+00 -1.430125936712326240e+00 -2.238672625556394458e+00 -1.578291874826772245e+00 -1.154782199035389256e+00 -1.561235038262383412e+00 -1.701944849780097968e+00 -1.822615023233543408e+00 -1.794204676144350419e+00 -1.558522206108101882e+00 -2.037526607160239145e+00 -1.243780184449191362e+00 -1.313830801282274585e+00 -1.323898310189921101e+00 -1.786132846763144544e+00 -1.519037889876290404e+00 -1.058209266180274666e+00 -1.006239598977042071e+00 -1.304264536801042151e+00 -1.450170971113829532e+00 -1.543353519124851081e+00 -1.510760701756978852e+00 -1.683399329840848058e+00 -1.284181838558567712e+00 -1.377433073358818705e+00 -4.073481461896758304e+00 -1.432455788144888276e+00 -1.448561430439285092e+00 -1.775170136749359973e+00 -1.522611211172613110e+00 -1.106684136608418800e+00 -1.525993596047467094e+00 -1.937643692125846639e+00 -1.444506788296939792e+00 -2.328063816913738648e+00 -1.285336297274101369e+00 -1.413687929626524786e+00 -1.414360024797142623e+00 -1.201543403621229578e+00 -1.842587813549205311e+00 -1.402489108996794354e+00 -1.681262804318211845e+00 -1.296886067455834457e+00 -1.699340494508422061e+00 -1.590661677182981570e+00 -1.361889960664950161e+00 -1.393885836135238643e+00 -3.371147861500705112e+00 -1.712021822234986779e+00 -1.278091223600360982e+00 -1.585175295745933521e+00 -1.410755903753435403e+00 -1.427220421217948010e+00 -1.351155845980677395e+00 -1.461776707481770021e+00 -1.259109876662338090e+00 -1.392845286542305772e+00 -2.039292202659034547e+00 -1.468152115210064945e+00 -1.032138740579739311e+00 -1.527888170201310514e+00 -1.359572850370343700e+00 -1.677760556726287211e+00 -1.329266133895950164e+00 -1.471219578334308498e+00 -1.609615521814917294e+00 -1.468942559146055427e+00 -1.516847994913356201e+00 -1.201269580841271667e+00 -2.255876092888171147e+00 -1.460288699027953552e+00 -1.263233059901098132e+00 -1.690906425804946878e+00 -1.451871524112716472e+00 -2.147779114949242008e+00 -1.093611408645313698e+00 -1.620189658244108877e+00 -1.601794742234339042e+00 -1.467884745259552481e+00 -1.373791308801656452e+00 -1.063898738042013070e+00 -1.784768656057867497e+00 -1.710887231722123536e+00 -1.397527919006206876e+00 -1.511119393416358481e+00 -1.584482651451812218e+00 -1.457450251918990469e+00 -1.503914070032813521e+00 -1.758530805991361579e+00 -1.498583750605511522e+00 -1.490048520321922920e+00 -1.622345653794699416e+00 -1.982148143352498781e+00 -1.391787821718883267e+00 -1.407856493154608923e+00 -1.753963268907562156e+00 -1.467884745259552481e+00 -2.235487378514938506e+00 -1.273624498516978010e+00 -1.326637044536012500e+00 -1.662095208187980067e+00 -1.292921463853039077e+00 -1.266120015710704649e+00 -1.363181598077894296e+00 -2.530392116101059408e+00 -2.067430104617780984e+00 -1.329787545095437062e+00 -2.375832541374672147e+00 -1.478524578520224564e+00 -9.923922498435493456e-01 -1.569640084464922758e+00 -1.351971028748045756e+00 -1.749019058488224809e+00 -2.055903503453539116e+00 -1.409984036876590352e+00 -1.465457853774435382e+00 -1.281585077260256389e+00 -1.396896683449511345e+00 -1.477129164748749002e+00 -1.849567119141607874e+00 -1.568974473519047397e+00 -1.764523399128071768e+00 -1.258194781361783976e+00 -1.563174186619563422e+00 -1.436043775421781854e+00 -1.590661677182981570e+00 -1.497895550534994458e+00 -1.268199895674141819e+00 -1.354264560785220173e+00 -1.596728424252908507e+00 -1.638007423113523098e+00 -1.575969422619070137e+00 -1.333687278291090683e+00 -1.225209636418478576e+00 -1.631151144518043106e+00 -1.365177299938095556e+00 -1.480879359210462098e+00 -1.524245710653921559e+00 -1.385853654696515225e+00 -1.501118390281600101e+00 -1.422646764366354510e+00 -1.415352112290732434e+00 -1.328754539534864332e+00 -1.202620042397326339e+00 -1.161115282808144356e+00 -1.565552550533910958e+00 -1.408057150516304201e+00 -1.365664418565886162e+00 -1.305549516621547612e+00 -1.283655075018403480e+00 -1.318496884144842340e+00 -1.800561702325390367e+00 -1.336662698073769695e+00 -2.130545530671226651e+00 -1.246709142759375943e+00 -1.326263923056657523e+00 -1.365128703417155309e+00 -1.082931165321991740e+00 -1.677270468328589281e+00 -1.390876589489700610e+00 -1.666953970774385230e+00 -1.397205888540299590e+00 -1.305309193693640291e+00 -1.315601175744778972e+00 -1.588950627449980946e+00 -1.411844367314041726e+00 -1.363262615961332580e+00 -1.574739622151104079e+00 -1.121881686146455781e+00 -1.254670986914394382e+00 -1.574455261060780931e+00 -1.324264304975060424e+00 -1.753963268907562156e+00 -1.159594110454271076e+00 -1.291594003503024446e+00 -1.576431920784635343e+00 -1.291458530521012227e+00 -1.321027842188915224e+00 -1.452213092277628403e+00 -1.590661677182981570e+00 -1.345078241913660877e+00 -1.966830500648441005e+00 -1.249824735261654496e+00 -1.432242003469648806e+00 -1.152536628887723236e+00 -1.419806210939281943e+00 -1.570586054708220214e+00 -1.517937647553842639e+00 -1.326033523027024152e+00 -1.577879203933178820e+00 -1.526165947356140196e+00 -1.321612069664330980e+00 -1.677555009395233832e+00 -1.642301209515700355e+00 -1.465457853774435382e+00 -1.474626721230989368e+00 -1.512176564044346749e+00 -1.135783161324815715e+00 -1.332218976241809738e+00 -1.267222153687036501e+00 -1.205647367710082962e+00 -1.312085904234851608e+00 -1.730495002073028088e+00 -1.345539428255307479e+00 -1.282408449648294146e+00 -1.515748511253530495e+00 -1.420173517554294218e+00 -1.590661677182981570e+00 -1.756285111581528113e+00 -1.302174143968618525e+00 -1.372282474946010522e+00 -1.366848121926761195e+00 -1.511403805526734923e+00 -1.471667990540525217e+00 -1.646496976329469009e+00 -1.825545729556129260e+00 -1.773689535935849992e+00 -1.481102438381047381e+00 -1.982864354022848330e+00 -1.332872004428859780e+00 -1.476145517548714370e+00 -1.856713059728883453e+00 -1.820984369285323812e+00 -1.354515840681937311e+00 -1.678803349083701990e+00 -1.368498515749518418e+00 -1.427301929194100261e+00 -1.638007423113523098e+00 -2.255876092888171147e+00 -1.049631469444047394e+00 -1.626385566302133379e+00 -1.793947592591567775e+00 -1.329524878050249548e+00 -1.449279537300617759e+00 -1.366372098499531340e+00 -1.363602390460803893e+00 -1.181397603025733600e+00 -1.647669451209677893e+00 -1.770432329049506759e+00 -1.525418790048009843e+00 -1.695542410661467825e+00 -1.456718004052661053e+00 -1.095117918148644343e+00 -1.323293449537553679e+00 -1.837418685154848408e+00 -1.389845433679743891e+00 -1.423673511857252105e+00 -1.493292456965230164e+00 -1.426471031525280209e+00 -1.363028029318466006e+00 -1.119802729437195277e+00 -1.274945989383796219e+00 -2.150868632902847466e+00 -1.564163438832091968e+00 -1.343863720781854010e+00 -1.409532965609714639e+00 -1.340469927050384813e+00 -1.592565581816358211e+00 -1.593006981645634701e+00 -1.435957302063777918e+00 -1.367833910382375784e+00 -1.188433983546056449e+00 -1.305945106737521400e+00 -1.970119140606152452e+00 -1.551885826915682109e+00 -1.239877530486920287e+00 -1.144959409701230113e+00 -2.848992563219225449e+00 -1.393363767159924382e+00 -2.206041813054210543e+00 -1.536250178335750283e+00 -1.224322523783027750e+00 -1.276757353845588305e+00 -1.389398456404289828e+00 -1.621500494446675544e+00 -1.393977745512998689e+00 -1.550347020688520150e+00 -1.304928302316986199e+00 -1.364834193883764257e+00 -1.225630451366973794e+00 -1.300833307220479851e+00 -1.797197422039772396e+00 -1.381226887358225408e+00 -1.356530289788903776e+00 -1.236774063455767569e+00 -1.036045776528248030e+00 -2.208785295568137741e+00 -1.435324348243721237e+00 -1.509008888367606049e+00 -1.388253083004637567e+00 -1.460146206056005092e+00 -1.669938017837654165e+00 -1.590661677182981570e+00 -1.238764056597543073e+00 -1.209521596646045083e+00 -1.465386724067929691e+00 -2.152976360984443005e+00 -1.135783161324815715e+00 -1.393172686246945347e+00 -1.140850739954473836e+00 -1.495942484799739347e+00 -1.270678886524310380e+00 -1.255412132797880886e+00 -1.233890146446241953e+00 -1.378949555846419317e+00 -1.361198917636510908e+00 -1.218862190886242924e+00 -1.297238022950570890e+00 -1.202859454446141285e+00 -1.464481294681302614e+00 -1.444429395894634816e+00 -1.340838619929046294e+00 -1.988104241636901026e+00 -1.314495546569520723e+00 -1.565211616313732623e+00 -1.424291480474487503e+00 -1.332402189441727725e+00 -1.485312073952033129e+00 -1.482399862482407737e+00 -1.643317673066244211e+00 -1.386598480217128060e+00 -1.463913205483961200e+00 -1.320709845036336372e+00 -1.537128735650283184e+00 -1.655670392318470130e+00 -1.476674454668885916e+00 -1.557610719285875023e+00 -1.308095916948906368e+00 -1.696125995622544069e+00 -1.463026466219763622e+00 -1.362210560150107330e+00 -1.196823043975883571e+00 -1.389860574831196294e+00 -1.239932421532620621e+00 -1.333203936031859937e+00 -1.785513491022884258e+00 -2.066662360474076809e+00 -1.074961725894472364e+00 -1.200993685717745230e+00 -1.150112887646423054e+00 -1.226496782974946242e+00 -1.333094819785219043e+00 -1.240698905162880727e+00 -1.104640406146042864e+00 -1.820353889494650490e+00 -1.443881495495636713e+00 -1.312780929791345308e+00 -1.378406485881302768e+00 -1.625437064409184007e+00 -1.471192788319730660e+00 -1.880068614188012077e+00 -1.553428627028479614e+00 -1.716416339722294682e+00 -1.300833307220479851e+00 -1.150112887646423054e+00 -1.324823424798518445e+00 -1.256342462384568259e+00 -1.452385509254625173e+00 -1.926915229779454286e+00 -1.884124588089906016e+00 -1.491255658296839037e+00 -1.410335728297878788e+00 -1.295135397546340217e+00 -1.401406230353298143e+00 -1.877770852938160484e+00 -1.992805799901065988e+00 -1.415484127331255282e+00 -1.557610719285875023e+00 -2.071080840371860354e+00 -1.334920818133919829e+00 -9.943769856071196234e-01 -1.312447401134373415e+00 -1.271973538682729554e+00 -1.503721538919855494e+00 -1.463087118340566928e+00 -1.481089531014683214e+00 -1.353547584646199953e+00 -1.427337329609026817e+00 -2.125736913615478230e+00 -1.256080291106617786e+00 -1.658833784293140212e+00 -1.375391053070632807e+00 -1.249837850117471616e+00 -1.812808798533714238e+00 -1.311630605737158284e+00 -2.377262736841992741e+00 -1.401336240116056731e+00 -1.493487368411657190e+00 -1.338532581225534868e+00 -1.509776580913273492e+00 -1.428406272305724922e+00 -2.823946574480508787e+00 -1.579272536348996114e+00 -1.315516436102505127e+00 -1.459144921133868955e+00 -1.313299384339301268e+00 -1.632276612480778155e+00 -1.676125733047653554e+00 -2.071932054238452281e+00 -1.599052961692516206e+00 -1.397060374814784511e+00 -1.317473675134208877e+00 -1.198066042523694419e+00 -1.735682261701413820e+00 -1.753963268907562156e+00 -1.637262826355573075e+00 -1.371684610268067317e+00 -3.371147861500705112e+00 -1.290805355004370769e+00 -1.243780184449191362e+00 -1.834813155318160360e+00 -1.368601202483498591e+00 -1.455426540900765398e+00 -1.449770003514557537e+00 -1.192504476254742318e+00 -1.527378753441312575e+00 -1.748882424301565486e+00 -1.362728446788572523e+00 -1.766317298797017044e+00 -1.197037277764512186e+00 -1.309278619731640170e+00 -1.261391006986790186e+00 -1.308287724536187024e+00 -1.371662772214500947e+00 -1.864894641265041786e+00 -1.416380073131395578e+00 -1.344645332183572073e+00 -1.320830300796711709e+00 -1.403537225100434771e+00 -1.271432791937753048e+00 -1.466790780137511740e+00 -1.295052079263658840e+00 -1.495447154509435217e+00 -1.338488960948177153e+00 -1.833498256452422703e+00 -1.469282782004329491e+00 -1.688211221688684871e+00 -1.397502944906363842e+00 -1.395129907874979258e+00 -1.170198121704141059e+00 -1.297855798173418229e+00 -1.790459198681977782e+00 -1.613564056702932348e+00 -1.655920802251903634e+00 -1.333398191801103527e+00 -1.998862099455347652e+00 -1.486206629484239095e+00 -1.481778031119965089e+00 -1.374363958245488959e+00 -1.401336285455474062e+00 -1.379855359576536156e+00 -1.360222251072209509e+00 -1.334599447613864953e+00 -1.430357285203298634e+00 -1.801408910574336941e+00 -1.201696139423951593e+00 -1.448059945763800149e+00 -2.206715620488966412e+00 -1.382845486934454193e+00 -1.338665253497182572e+00 -1.364015696872824979e+00 -1.559473174541654128e+00 -1.333118896294978262e+00 -1.469475984797125490e+00 -1.478178759774051887e+00 -1.817509557281983712e+00 -1.425667881110441293e+00 -1.287461097698503032e+00 -1.336611362028384820e+00 -9.037695523899418326e-01 -1.517935184561590489e+00 -3.171882220165144872e+00 -1.976834051865443476e+00 -1.286098924940933363e+00 -1.480560530151718623e+00 -1.737740189815097258e+00 -1.359543485889069370e+00 -1.357496951170022337e+00 -1.562588790324641597e+00 -1.448244892263643058e+00 -1.331937554444651672e+00 -1.325660455568585361e+00 -1.399308837378384851e+00 -1.664815163155510147e+00 -1.528630716805924328e+00 -2.266112928207368427e+00 -1.238475139116300694e+00 -1.183356224519609423e+00 -1.822241623927392418e+00 -1.426223839574517704e+00 -1.522308561185094611e+00 -1.867844705931217320e+00 -1.265349259410945448e+00 -1.506200639576758871e+00 -1.385102064264395638e+00 -1.019052347802445357e+00 -1.382681667815881754e+00 -1.199255555655542871e+00 -1.082064879609780705e+00 -1.454704697220531973e+00 -1.285336297274101369e+00 -1.283251937305009971e+00 -1.263568433307552086e+00 -1.515918656209745974e+00 -1.932985485737760412e+00 -1.386892811467387299e+00 -2.255876092888171147e+00 -1.376780868183641315e+00 -1.151372624708707937e+00 -1.758169803651967733e+00 -1.246651983285893106e+00 -1.915475136709416715e+00 -1.374716293493214891e+00 -1.265731592833734931e+00 -1.590661677182981570e+00 -1.394518553139503680e+00 -1.470086876521388142e+00 -1.554806531489146826e+00 -1.530988020577045194e+00 -2.092905210609016464e+00 -1.590661677182981570e+00 -1.139962040511810715e+00 -1.695542410661467825e+00 -1.591343185676703076e+00 -1.374186463952425497e+00 -1.460941581540114997e+00 -1.285336297274101369e+00 -1.411323854249497689e+00 -1.508388289465314669e+00 -1.256782446895174488e+00 -1.409984036876590352e+00 -1.256792991427116313e+00 -1.635766523935141104e+00 -1.293344900742228409e+00 -1.258755619900545408e+00 -1.327074802045257851e+00 -1.241866362528574630e+00 -1.344201018757967159e+00 -2.051886714780480236e+00 -2.785686133361148453e+00 -1.457141166164813262e+00 -1.591413208917237920e+00 -1.457989036184774934e+00 -1.730478928989195531e+00 -1.461472471754277080e+00 -1.605521080376617782e+00 -1.322519822259990319e+00 -1.252343102196500579e+00 -1.997414577210962383e+00 -1.696720844045435328e+00 -1.388393755328044543e+00 -1.982410263829726960e+00 -1.640088106342130869e+00 -1.241873887989787040e+00 -9.160370842027170113e-01 -5.339961918677902375e-01 -1.360196348651483422e+00 -1.308292235962903005e+00 -2.986789432938920186e+00 -1.371823760587258079e+00 -1.467503520649798388e+00 -1.235190022188071834e+00 -1.297326143464062387e+00 -1.204030575714280182e+00 -1.404535409719605665e+00 -1.913134686940837881e+00 -1.175293117637906226e+00 -1.405402265210050405e+00 -1.586675021913255934e+00 -1.271390240182591169e+00 -1.348264957330313596e+00 -1.611800028860562506e+00 -1.270518617502941039e+00 -1.425799569547428147e+00 -4.051223935459082881e+00 -1.370437923827709570e+00 -1.440247122750560660e+00 -1.346793823237339316e+00 -1.721523333361912211e+00 -1.074257259728981673e+00 -1.096574380007599103e+00 -1.203420307481415819e+00 -1.316941089709263935e+00 -1.414360024797142623e+00 -1.463913205483961200e+00 -2.163754799430042119e+00 -1.318312552290561879e+00 -1.729426116158042426e+00 -1.539042136472698941e+00 -1.340293602280609786e+00 -1.553955418864886528e+00 -1.228264242124495365e+00 -1.840735479303668543e+00 -1.345090857801845674e+00 -1.464720889490133793e+00 -1.225209636418478576e+00 -1.329000746114206155e+00 -1.663763836595937740e+00 -1.500214977252429582e+00 -1.298624229983911249e+00 -1.502922315458454783e+00 -1.531484425123990301e+00 -1.392801001357005797e+00 -1.541788416556207242e+00 -1.161472307770221590e+00 -1.652501161196114898e+00 -1.278167924001149203e+00 -1.540099960317496075e+00 -1.371587332380181046e+00 -1.582781904190053046e+00 -1.469010315936249533e+00 -1.653479637097607258e+00 -1.849750387615520353e+00 -1.297263999700335679e+00 -1.463777393156648232e+00 -1.444175288734655282e+00 -1.432687398340215079e+00 -2.949297207943297305e+00 -2.137992942176928146e+00 -1.229047506165988901e+00 -1.298421171964146303e+00 -2.394976765745571168e+00 -1.574973864021004921e+00 -2.218904618358059189e+00 -1.636361600454633525e+00 -1.370204096276222527e+00 -1.289433936633090694e+00 -1.429339627065635554e+00 -1.445354632106035098e+00 -2.236545740951303429e+00 -1.556835060778716695e+00 -1.335344567511032920e+00 -1.308228718586117445e+00 -1.407567881723049918e+00 -1.452385509254625173e+00 -2.026209841766112962e+00 -1.281585077260256389e+00 -2.653811194538326035e+00 -1.253530246203766962e+00 -1.349913685957141896e+00 -1.584466905799541081e+00 -1.357264857247262313e+00 -1.428319077130570935e+00 -1.213508046703268173e+00 -1.428806161365377525e+00 -1.636317215581090556e+00 -1.512284047405107579e+00 -1.478178759774051887e+00 -1.808182969000489804e+00 -1.521675265459830007e+00 -1.346219751122040398e+00 -1.358474021722843261e+00 -1.390859779095567017e+00 -1.074961725894472364e+00 -1.440926927713302552e+00 -1.397060374814784511e+00 -1.294558877395296514e+00 -1.384895940838360318e+00 -1.874140293979162486e+00 -1.351373146437995887e+00 -1.560898620409492121e+00 -2.962082293691867818e+00 -1.262772606991664492e+00 -1.368546790696310689e+00 -1.308912031983046287e+00 -1.408092816384030055e+00 -1.706220457304483684e+00 -1.963454039297627629e+00 -1.210214169737984236e+00 -1.186762909197621285e+00 -1.885581188281999276e+00 -1.566903837772007480e+00 -1.380123765927045776e+00 -1.371823760587258079e+00 -1.628171332486110234e+00 -1.502724335372375597e+00 -1.326007793771279308e+00 -1.519282550778573215e+00 -1.557274973237453120e+00 -9.063469678533085938e-01 -1.565733536030254003e+00 -1.357936085715034435e+00 -1.282770090781758965e+00 -1.529275395619316802e+00 -1.352186328661493464e+00 -9.071973308951561954e-01 -1.468121661719783422e+00 -1.419882670542470748e+00 -1.646172291887340711e+00 -1.489688264115193173e+00 -1.650592538323144787e+00 -2.008578684246311585e+00 -1.433252694167043595e+00 -1.467884745259552481e+00 -1.423462551653694286e+00 -1.517622680106899935e+00 -1.434820959775408467e+00 -1.397951828002656383e+00 -1.528668881346142427e+00 -1.510628321203235647e+00 -1.400159673569091545e+00 -1.332021287961530298e+00 -1.634931549884407698e+00 -1.335741749935098310e+00 -1.410755903753435403e+00 -1.190918524374184218e+00 -1.395221445855072462e+00 -1.132291479502179898e+00 -1.619682778722391303e+00 -1.400218705285796394e+00 -1.468137266495402216e+00 -1.305826034409121927e+00 -1.596962558637077034e+00 -2.488577660539627701e+00 -1.114338825161464097e+00 -1.353924840207848312e+00 -1.650452467841178494e+00 -1.173607900010174898e+00 -1.205065121877389345e+00 -2.076564494686827800e+00 -1.145768300977164644e+00 -1.400592205168125659e+00 -1.556905981358517765e+00 -1.273290287199361215e+00 -1.561139817750134107e+00 -1.611462413772362989e+00 -1.088896971620646026e+00 -1.414232271573342636e+00 -1.516618705633117292e+00 -1.085521193251406169e+00 -1.288982211082421614e+00 -1.327719944095950844e+00 -1.624625944522698484e+00 -1.770983732944517275e+00 -1.489934031158453687e+00 -1.476795154861657577e+00 -1.304153641086523319e+00 -1.345326557330831951e+00 -1.169917827107951780e+00 -1.531504883957952812e+00 -1.478178759774051887e+00 -1.160021793777326948e+00 -1.705040529922067005e+00 -1.307091354555000473e+00 -1.627660563231340118e+00 -1.746989780610681331e+00 -1.900218900401628108e+00 -1.580170483798115866e+00 -1.542306082484970586e+00 -1.545829189756277255e+00 -2.259936040376833155e+00 -1.390285759246741915e+00 -1.549224710758607459e+00 -1.069490724384826175e+00 -1.579330927790269401e+00 -3.459739250024848722e+00 -4.073481461896758304e+00 -1.604117278621067566e+00 -1.337017287915934993e+00 -1.746973927253902881e+00 -1.085521193251406169e+00 -1.206503612075153997e+00 -1.461119456679338846e+00 -1.623350173648121508e+00 -1.863161662208419944e+00 -1.102912894781872488e+00 -1.541738360293777088e+00 -1.410646718972342395e+00 -1.408272632855339435e+00 -1.425956098081251566e+00 -1.590661677182981570e+00 -1.390012839382895660e+00 -1.590661677182981570e+00 -1.316666139325447071e+00 -1.109418895610033040e+00 -1.337779857131971673e+00 -1.632329223436257859e+00 -1.751793860958948068e+00 -1.122758317096879122e+00 -1.410875246832614893e+00 -1.639103364096097026e+00 -1.542387979464667769e+00 -1.335001620484358664e+00 -1.289695019769249162e+00 -1.223770441925015495e+00 -1.367458063485739839e+00 -1.526814904342814971e+00 -1.240348207033408867e+00 -1.318488303416438079e+00 -3.226287603371218893e+00 -1.355996352642098390e+00 -1.308228718586117445e+00 -1.854767266315759056e+00 -1.480734686765648345e+00 -1.226651814497897286e+00 -1.631408569665083297e+00 -1.443050308385508851e+00 -1.591377721138664825e+00 -1.503003123164405430e+00 -1.273767741209686610e+00 -1.568685945774160651e+00 -1.204609311177460729e+00 -1.333092964610904430e+00 -1.441381108418907875e+00 -1.510267240242223696e+00 -1.240494320449394339e+00 -1.994251438010771871e+00 -1.371117720015916586e+00 -1.510464808086393829e+00 -1.495261085679485458e+00 -1.700694503029486437e+00 -1.730814430857962494e+00 -1.167843850182727294e+00 -1.751419620129912591e+00 -1.313495533983521035e+00 -1.741841472559648718e+00 -1.590661677182981570e+00 -1.265562058741695362e+00 -1.168472317976351205e+00 -1.542088349794982660e+00 -3.124766175018090397e+00 -1.394215570284002892e+00 -1.014421734992249746e+00 -1.216086059505736117e+00 -1.440247026789460261e+00 -1.308418222267833997e+00 -1.565182194304413299e+00 -3.135186344529579561e+00 -1.150112887646423054e+00 -1.384485263807813116e+00 -1.402148985723745467e+00 -1.449458549376390071e+00 -1.364133460877511084e+00 -2.205655663319951110e+00 -1.630200171536298592e+00 -1.362413171972267634e+00 -2.048042639593248282e+00 -1.266572925771932034e+00 -1.620429203664324858e+00 -1.514966795728132531e+00 -1.262538137647249536e+00 -1.698806934234706745e+00 -1.524746052514244443e+00 -1.453480860549258846e+00 -1.134329388706911246e+00 -1.591955576897685631e+00 -1.327348921327327291e+00 -1.415030499958257693e+00 -1.521226693708872757e+00 -1.413299714601820689e+00 -1.526412898746776658e+00 -1.325174909530877798e+00 -1.581959673217844697e+00 -2.064940715674384197e+00 -1.332419247389522665e+00 -1.418821874921342596e+00 -1.862198832232640378e+00 -1.568552062609398279e+00 -1.360419817023170719e+00 -1.476506067519882004e+00 -1.398867512639375033e+00 -1.174532019144640227e+00 -2.223464289799095273e+00 -1.425579640132601522e+00 -1.384205676606550250e+00 -1.329199714272381705e+00 -1.327195244947864783e+00 -1.265559568588342954e+00 -1.545432902880583992e+00 -1.276173675017715059e+00 -1.099354064089177907e+00 -1.533185233092039024e+00 -2.577235389306974600e+00 -1.547170759331397916e+00 -1.405167765581423200e+00 -2.083326299503677426e+00 -1.220552122512443383e+00 -1.778036231157326119e+00 -1.296387756038365202e+00 -1.404668187083375708e+00 -1.338532581225534868e+00 -1.001643108588910813e+00 -1.258670923029791888e+00 -1.911639376908490062e+00 -1.501313154874828415e+00 -1.643317673066244211e+00 -1.689134003408956142e+00 -1.511057325631814940e+00 -1.556553077772250937e+00 -1.320425604033862221e+00 -1.559000554938134719e+00 -1.534339924015211354e+00 -1.463913205483961200e+00 -1.233717685147888599e+00 -1.396466369753364578e+00 -1.339953290857326174e+00 -1.516150984869017559e+00 -1.407504107419702111e+00 -1.415934083409713162e+00 -1.378742421790307704e+00 -1.363861035798194177e+00 -1.637481692871100458e+00 -1.432474798029700347e+00 -1.285918589474877693e+00 -1.193539947562994419e+00 -1.452385509254625173e+00 -1.517192004275377260e+00 -2.063938441510020816e+00 -1.240547249732698143e+00 -2.167423407985690442e+00 -1.251217361034275610e+00 -1.240820904952626424e+00 -1.549377546088461566e+00 -1.780112734767341109e+00 -1.816384950396846110e+00 -1.382850990266185187e+00 -1.823138149848215761e+00 -1.521599377214192028e+00 -1.441539539868541997e+00 -2.921639555983221115e+00 -1.311662112978587036e+00 -1.411900939251842013e+00 -1.763054522634434296e+00 -1.329986358399674273e+00 -1.152536628887723236e+00 -1.329044801378755025e+00 -1.576194147304100568e+00 -1.494831001617015431e+00 -1.689578922755922807e+00 -1.533771307535070072e+00 -1.318481273788720820e+00 -1.497674904095035453e+00 -1.280282720051202361e+00 -2.977648798221018467e+00 -1.590661677182981570e+00 -1.272733135708599361e+00 -1.568552062609398279e+00 -1.490048520321922920e+00 -8.493305688796091157e-01 -1.348811506211618161e+00 -1.493270386131505312e+00 -1.622592232251283795e+00 -2.066783408608050543e+00 -1.328010788939809173e+00 -1.346793823237339316e+00 -1.571147058448506550e+00 -1.416031131582208502e+00 -1.619558912566429587e+00 -1.388253083004637567e+00 -1.458645498410172880e+00 -1.388382344779830913e+00 -1.239470604107505869e+00 -1.333148245144645472e+00 -1.867183254246657320e+00 -1.804624316653081983e+00 -1.329266133895950164e+00 -1.548011160817039267e+00 -1.336611362028384820e+00 -1.408603165103993859e+00 -1.464559838347197829e+00 -1.561436343957106843e+00 -1.984281264603576123e+00 -2.061049607184201715e+00 -1.322587228799334547e+00 -1.197250092681397371e+00 -1.862639065387629023e+00 -1.565246882077724111e+00 -1.767016110267672024e+00 -1.306210082489430935e+00 -1.726264363151498227e+00 -1.549214669384353593e+00 -1.570800981612942238e+00 -1.570586054708220214e+00 -1.395089362023805180e+00 -1.049645897175324860e+00 -1.408216306519254779e+00 -1.763972494180227502e+00 -1.210040288100324934e+00 -1.386875308802855589e+00 -2.181327132944798297e+00 -1.340894885030857742e+00 -1.481572650777421174e+00 -1.325286098050100003e+00 -1.252454176239744754e+00 -1.423662446493218603e+00 -1.721095603077595459e+00 -1.479286070913957252e+00 -1.590661677182981570e+00 -1.423716432722688774e+00 -2.515290870771524911e+00 -1.106186515612804566e+00 -1.373881316302955291e+00 -1.138758559483698196e+00 -1.086086110958075279e+00 -1.388661655180881471e+00 -2.991753410423436677e+00 -1.580982932707871935e+00 -1.299336148700353188e+00 -1.470760893590817409e+00 -1.369919852327934340e+00 -1.401965323001175934e+00 -1.358698300370423606e+00 -1.422646764366354510e+00 -1.515929916091772078e+00 -1.309142254295869279e+00 -1.993471222302793056e+00 -1.375904670909328331e+00 -1.283363279999548912e+00 -1.241467778832468394e+00 -1.238764056597543073e+00 -1.644677521441851420e+00 -1.336234327051996518e+00 -1.389428583563967701e+00 -2.080801219952631342e+00 -1.182658250082894602e+00 -1.410159870520296455e+00 -1.381033129169786378e+00 -1.527106784112590265e+00 -1.519908771076396992e+00 -1.231007272383193740e+00 -1.435644646551797798e+00 -1.294916847943073712e+00 -1.464289463553905879e+00 -1.078853311746444943e+00 -1.473985631858319323e+00 -1.398267597967130849e+00 -1.863604140906350848e+00 -2.223031404006409417e+00 -1.323722642100733093e+00 -1.774252504271964348e+00 -1.131539569871794049e+00 -2.242857746704876920e+00 -1.779874542682398308e+00 -1.210555004439452187e+00 -1.648119723809141401e+00 -1.281989595951945615e+00 -1.940285519098414957e+00 -1.494281422614297750e+00 -1.346016535741455078e+00 -1.295906052920308360e+00 -1.094996318769314358e+00 -1.392131545009150706e+00 -1.467884745259552481e+00 -1.150112887646423054e+00 -1.378742421790307704e+00 -1.267928637132166525e+00 -1.294262958070766523e+00 -1.659001955859576549e+00 -1.384206391511582090e+00 -1.827700772357029324e+00 -1.039634807038954278e+00 -1.433369114384400955e+00 -1.329266133895950164e+00 -1.691275335643259936e+00 -1.396652979567027719e+00 -1.313695333610044758e+00 -2.627471348075061108e+00 -1.067341274201320633e+00 -1.040172752685912361e+00 -1.421815892953468108e+00 -1.520972319248723448e+00 -1.286388730836893091e+00 -1.659787437172513203e+00 -1.643440816049455355e+00 -1.678595670037473342e+00 -1.481442087299865928e+00 -1.499373102791852208e+00 -1.390859779095567017e+00 -1.598545830054618033e+00 -1.355236849794528853e+00 -1.447575073888717645e+00 -1.564544563896259621e+00 -1.342407822618828517e+00 -1.272240564834118182e+00 -1.729859004535982292e+00 -1.696743008854471935e+00 -1.503811366866562471e+00 -1.680520712285846541e+00 -1.454017201998214714e+00 -3.302309371903980217e+00 -1.422646764366354510e+00 -1.890210378581157480e+00 -2.738310662244947125e+00 -1.678765370667972823e+00 -1.477450805836908021e+00 -1.481874643105007605e+00 -1.350053859200537776e+00 -1.426071178160643660e+00 -1.420590532441692089e+00 -1.684931415789540754e+00 -1.380097404578439768e+00 -1.481778031119965089e+00 -1.481874643105007605e+00 -1.031901627516725650e+00 -1.664776189385188232e+00 -1.298379419125734735e+00 -1.048918823506642450e+00 -1.450886398375457409e+00 -1.248687542286575081e+00 -1.914486316021872581e+00 -1.443050308385508851e+00 -1.417259578578952572e+00 -1.545268307130233776e+00 -1.297289433591209518e+00 -1.473176033537403340e+00 -1.370237052428628699e+00 -1.161925239053390957e+00 -1.403420427602680043e+00 -1.304738773747667668e+00 -1.522692861162610711e+00 -1.634412338551459065e+00 -1.540998427241809354e+00 -1.741432023443132415e+00 -1.380869066986305960e+00 -1.146771526581612521e+00 -1.262006331418977778e+00 -1.188583008311639766e+00 -1.833364074035980895e+00 -1.646172291887340711e+00 -1.513278837115876962e+00 -1.408758735539296536e+00 -2.070676242405128598e+00 -1.424712671557615939e+00 -1.477048190689726814e+00 -1.586821399604072980e+00 -1.392221229005318195e+00 -1.077632510709100933e+00 -1.836478810309586818e+00 -1.597214096373864134e+00 -1.503248708117650656e+00 -1.470748538850453757e+00 -1.469711140912682401e+00 -1.314853321099835881e+00 -1.324275018488925149e+00 -1.162004324775798736e+00 -1.476997084975508967e+00 -1.586204829481247636e+00 -1.742789942659437541e+00 -2.084058432235706970e+00 -1.348876905446916741e+00 -1.398605737147591732e+00 -1.693420596447231530e+00 -1.380827051843350972e+00 -1.455178815862472996e+00 -1.484222797610469824e+00 -1.540872470156456009e+00 -1.460674704962116044e+00 -1.271511751577508953e+00 -1.296969441721686156e+00 -1.978521183590304711e+00 -1.472386734854364665e+00 -1.942758402989408051e+00 -1.338168166178422602e+00 -1.222900376675868594e+00 -1.541788416556207242e+00 -1.358025771085879407e+00 -3.171882220165144872e+00 -1.285464847459368176e+00 -1.967180427128927711e+00 -1.263934583931026756e+00 -1.497842866702189468e+00 -1.814070586369097349e+00 -1.418143722683463892e+00 -1.590661677182981570e+00 -1.289583952805333444e+00 -1.263233059901098132e+00 -1.184281588010391184e+00 -1.356122142227846661e+00 -1.364123768883554799e+00 -1.264766256557862789e+00 -1.278167924001149203e+00 -1.513705956100484862e+00 -1.261996615292942270e+00 -1.267963055777528103e+00 -1.176403742712291756e+00 -1.380203026755920881e+00 -1.230841853660936680e+00 -1.452159118027912532e+00 -1.607856454224900311e+00 -1.530478498396713460e+00 -1.465966762938585966e+00 -1.810343558871221337e+00 -1.244643371452730518e+00 -1.495921523279242660e+00 -1.284196028381684451e+00 -1.424878129220216394e+00 -1.329266133895950164e+00 -1.258942236053402386e+00 -1.628098850930235875e+00 -1.289583952805333444e+00 -2.378277446541599449e+00 -1.473371061128470494e+00 -1.479250134097565006e+00 -1.346297275558552275e+00 -1.235407380138634048e+00 -1.392506910387810937e+00 -2.991753410423436677e+00 -1.192147717500666282e+00 -1.753963268907562156e+00 -1.370663837370487581e+00 -1.127697406343598052e+00 -1.225209636418478576e+00 -1.689908378776681763e+00 -1.353098808563398370e+00 -1.414834726754576888e+00 -1.299091089206118044e+00 -1.490584878192502627e+00 -1.473617629857742584e+00 -1.532390507867569474e+00 -1.269852443808339171e+00 -1.339413234485128168e+00 -1.656238232659854592e+00 -1.285863140532059967e+00 -1.414087171608045868e+00 -1.236578404538572817e+00 -1.404453197940174203e+00 -1.696556418742986239e+00 -1.365030320336117819e+00 -1.294916847943073712e+00 -1.388063592043152106e+00 -1.393653297492042142e+00 -3.628042652600351747e+00 -1.378689067442099958e+00 -1.285985404193183301e+00 -1.510247364065401721e+00 -1.329266133895950164e+00 -1.531515104337615174e+00 -1.518941194308640830e+00 -1.724887116679307386e+00 -1.584450980559483302e+00 -1.305059969545071752e+00 -1.782082361962276096e+00 -1.516966440120470994e+00 -1.370545862499771061e+00 -1.150112887646423054e+00 -1.722365180647306371e+00 -1.213557046548157103e+00 -1.851102505650336294e+00 -1.523355430795261700e+00 -2.104761748308332070e+00 -1.757279085032417809e+00 -1.356909233772635837e+00 -2.071311386788386777e+00 -1.400974520040545013e+00 -1.122728008761230578e+00 -1.498059018628192796e+00 -1.680831593105816868e+00 -2.157219555068043082e+00 -1.536194191919338925e+00 -1.454298109037393427e+00 -1.361725483154441418e+00 -1.575218904933783470e+00 -1.389637806537033837e+00 -1.349562083583586647e+00 -1.512931881745082530e+00 -1.257386057876944019e+00 -1.671748915398576507e+00 -1.222610798682907118e+00 -1.663863808629116647e+00 -2.127273615323535427e+00 -1.542320783689129504e+00 -1.771225357387384625e+00 -1.463913205483961200e+00 -1.467059428388955977e+00 -1.292299123852458820e+00 -1.459807966688081216e+00 -1.532508807659290095e+00 -1.203819518382187148e+00 -1.438001662809944348e+00 -1.173819202187945887e+00 -1.658339281527835718e+00 -1.418766471618257530e+00 -1.299067881113588729e+00 -1.382847532605576912e+00 -1.222273935394440736e+00 -1.247228194850705796e+00 -1.435511343502417159e+00 -1.565752442938582512e+00 -1.733434495062096348e+00 -1.422481299730341542e+00 -2.662950219092057313e+00 -2.042557304210276037e+00 -1.735844892355098201e+00 -1.343919835596525392e+00 -1.634034715843046603e+00 -1.371309659013170590e+00 -1.193807736057945768e+00 -1.479250392117684942e+00 -1.427373336429675899e+00 -1.873363388825024511e+00 -1.437384024617028855e+00 -1.059540195994744582e+00 -2.817942413884339192e+00 -1.405574230109594147e+00 -1.172754084593067958e+00 -1.340433109631173236e+00 -1.146632271491821564e+00 -1.576431920784635343e+00 -1.303116262556901939e+00 -1.063898738042013070e+00 -1.271937472267955949e+00 -1.283158871510329035e+00 -1.782662640531221587e+00 -1.213219335483066263e+00 -1.453468482728034417e+00 -1.361093927579114737e+00 -1.561940619888102288e+00 -1.226642435985095370e+00 -1.353561918461209546e+00 -1.329266133895950164e+00 -1.763462439402639692e+00 -1.409708410803939937e+00 -1.618055985536251962e+00 -3.600755682291604476e+00 -1.350541813323809626e+00 -1.200166398406420365e+00 -1.406572095981013293e+00 -4.016115457983501891e+00 -1.796601132381357990e+00 -1.549808867212223440e+00 -1.575969422619070137e+00 -1.400693918250753178e+00 -1.470919366268206741e+00 -1.387452200401723124e+00 -1.836189897271973681e+00 -1.647545956437166170e+00 -1.210482102197134369e+00 -1.980547960254298134e+00 -1.253492888150726348e+00 -1.299840431576961386e+00 -1.809037300976810148e+00 -1.467579809174487826e+00 -1.909553092227640914e+00 -1.600974963618151614e+00 -1.643317673066244211e+00 -1.565543180862256412e+00 -1.557744014301503555e+00 -1.458067968657769997e+00 -1.228957240939170914e+00 -2.113206933705212620e+00 -1.467732723637255043e+00 -2.021829269927309269e+00 -1.705188937484374723e+00 -1.390777373977664988e+00 -1.549450540284948774e+00 -1.477443981943037610e+00 -1.355659997654556026e+00 -1.410755903753435403e+00 -1.400821696891648482e+00 -1.303897132949848992e+00 -1.331738775952775011e+00 -1.411724298789888810e+00 -1.489523864081745641e+00 -1.407754680603690689e+00 -1.597279455243956425e+00 -2.007136606902268916e+00 -1.386875308802855589e+00 -1.400131759128351749e+00 -1.474006158182696424e+00 -1.316837137011053427e+00 -1.483275343514300459e+00 -1.495672605608794115e+00 -1.535685734585364948e+00 -1.445203868769182165e+00 -1.777090315227666473e+00 -1.326375827040379818e+00 -1.274415138686626925e+00 -1.463913205483961200e+00 -1.393716142116181000e+00 -1.420673236296583486e+00 -1.419842684508159980e+00 -1.606052135261809344e+00 -1.559638071564069639e+00 -2.098433294356230494e+00 -1.312274996743375555e+00 -1.470196247592767014e+00 -1.419706520376431413e+00 -1.381107474571393823e+00 -1.323606705925578497e+00 -1.562599748425500534e+00 -1.405119162995020599e+00 -2.151889695527748003e+00 -1.486079263857315480e+00 -1.319883115224357972e+00 -1.483643477954237566e+00 -1.290886359787133841e+00 -1.466688036708673870e+00 -1.923790215034348883e+00 -1.323466046264827778e+00 -1.286895963121556186e+00 -1.463913205483961200e+00 -1.599544171663792591e+00 -1.150469625738823387e+00 -2.342786012820255337e+00 -1.282984216075891304e+00 -1.308095916948906368e+00 -1.115142008119694106e+00 -2.539041560444047274e+00 -1.225850659798076725e+00 -1.440494283533073849e+00 -1.454032380592549023e+00 -1.488038804500333878e+00 -1.436141423325325128e+00 -2.080801219952631342e+00 -1.267723663430535552e+00 -1.480886260826833833e+00 -2.188841483405796318e+00 -1.694375645902284289e+00 -1.493839069066611014e+00 -1.236774063455767569e+00 -1.345117836035071957e+00 -1.173495464173283320e+00 -1.099286942784670096e+00 -1.548730050288658511e+00 -1.409108518692167689e+00 -1.247507559032537072e+00 -1.085521193251406169e+00 -1.481401112823960142e+00 -1.368308380745133945e+00 -1.556468218173762574e+00 -1.290805355004370769e+00 -1.249016596075658736e+00 -1.385828003962846999e+00 -1.576040507260170642e+00 -1.361124988753460441e+00 -1.789538658258649217e+00 -1.213269565611039047e+00 -1.333983439751078581e+00 -1.717061363438578514e+00 -2.106251988659499474e+00 -3.945997734895187570e+00 -1.370663837370487581e+00 -1.357972338770622622e+00 -1.590661677182981570e+00 -1.460542687762709679e+00 -1.284535893386980598e+00 -1.706999241516964805e+00 -2.214432546493044551e+00 -1.344731888853540003e+00 -1.770402281179547010e+00 -1.178012477646249945e+00 -1.408254941448206843e+00 -1.327119833745880939e+00 -1.322111426034110471e+00 -1.808954202289009272e+00 -9.565289255925044642e-01 -1.520972319248723448e+00 -1.461472471754277080e+00 -2.282486918333394676e+00 -1.465991875754125262e+00 -1.985479369912339198e+00 -1.395831728406520922e+00 -1.547372808181939785e+00 -1.256134865279010970e+00 -2.657397789927987031e+00 -1.362173716587748551e+00 -1.544970755426827935e+00 -1.970119140606152452e+00 -1.446670741072713096e+00 -1.329469542639697188e+00 -1.120029440885290883e+00 -1.953992146678695363e+00 -1.883787106073749884e+00 -1.411172669992282191e+00 -1.389860574831196294e+00 -1.212623955519047003e+00 -1.434530928437157460e+00 -1.268020492730532078e+00 -1.412585982251158612e+00 -1.281862559387896727e+00 -1.505632753938844770e+00 -1.172271464276970265e+00 -1.286053081182064739e+00 -1.303325557574192217e+00 -1.229921941623291604e+00 -1.400341789237073975e+00 -1.239877530486920287e+00 -1.320315775088905630e+00 -2.083326299503677426e+00 -1.473889953909135908e+00 -1.398528272177651965e+00 -1.374380546910844547e+00 -1.297479365385137529e+00 -1.374506366168904981e+00 -3.459739250024848722e+00 -1.419438921873531267e+00 -1.469191828596206006e+00 -1.536407847957806938e+00 -1.421749145097070954e+00 -1.212577434573643531e+00 -1.334778635108442302e+00 -1.329266133895950164e+00 -1.352447600617857182e+00 -1.512392805474193747e+00 -1.427481591428776397e+00 -1.194948548934917865e+00 -1.333301157675009119e+00 -1.260858649231147988e+00 -1.667727554941954127e+00 -1.921838049288859374e+00 -1.212591193133133682e+00 -2.991753410423436677e+00 -1.133968741454873363e+00 -1.400787090757485975e+00 -1.464155223782952486e+00 -1.222648655184092936e+00 -1.338129848648324849e+00 -1.431127182523133534e+00 -1.632519893349929418e+00 -1.715688273457891322e+00 -1.422646764366354510e+00 -1.306051104907717253e+00 -1.484739648808841794e+00 -1.285332005398856614e+00 -1.445059822003264216e+00 -1.671326986460054176e+00 -1.337657747380474049e+00 -1.517192004275377260e+00 -1.335157278670129122e+00 -1.577129760055357321e+00 -1.286303098487124874e+00 -1.441076218197296033e+00 -1.426295110897589646e+00 -1.236905153995892848e+00 -1.280626815659075879e+00 -1.899246225276028488e+00 -1.371319614905575524e+00 -1.411438541062546292e+00 -1.158055587628359806e+00 -1.381454796977654276e+00 -1.486675637960987784e+00 -1.705040529922067005e+00 -2.579399808544594830e+00 -1.453980988080407988e+00 -1.316560196944850158e+00 -1.340433109631173236e+00 -1.657256950220390435e+00 -1.319086392976273281e+00 -2.179226215878354189e+00 -1.483434839951410567e+00 -1.643317673066244211e+00 -1.125743578448118676e+00 -3.112594786719787177e+00 -1.251437245254628960e+00 -1.667290807830085209e+00 -1.493676306671897214e+00 -1.407401562904984749e+00 -1.414089668856831850e+00 -1.514566024332750116e+00 -1.773693291874254729e+00 -1.420246681791158094e+00 -1.455185217610524218e+00 -2.260012907121480730e+00 -1.880154581425609761e+00 -1.584027675817615721e+00 -1.278863439837127025e+00 -1.034884350810810094e+00 -2.163926296542470595e+00 -1.237641989192850733e+00 -1.387575371114748490e+00 -1.381785433383399209e+00 -1.348541620604857272e+00 -1.633200464634285476e+00 -1.380827051843350972e+00 -1.522116493996177544e+00 -1.261406329194226572e+00 -1.609186965064774100e+00 -1.597059524421989396e+00 -1.338967481962784367e+00 -1.275106462083422265e+00 -1.527197696862752530e+00 -1.475154075363023010e+00 -1.287716793547379446e+00 -1.760632669993078769e+00 -1.266637043051999090e+00 -1.794204676144350419e+00 -1.511476430958893280e+00 -1.680292545230512635e+00 -1.481367207492714666e+00 -1.171240271138010769e+00 -1.330109450041085717e+00 -1.590016577530096065e+00 -1.487831557004601013e+00 -1.403205627926884524e+00 -2.203211183233898307e+00 -1.402490726853724112e+00 -1.563160368760031282e+00 -1.556835060778716695e+00 -1.329266133895950164e+00 -1.226888902358293620e+00 -1.573677916341063021e+00 -1.513353673393286858e+00 -1.503907653932791133e+00 -1.242023225359713656e+00 -1.661181652026676225e+00 -1.773535793959916118e+00 -1.446402924861326156e+00 -1.364524435837968674e+00 -1.497722622104673329e+00 -1.345560088743691374e+00 -1.074961725894472364e+00 -1.335279446616010057e+00 -1.112555255150864841e+00 -1.339490151845919463e+00 -1.336611362028384820e+00 -1.372655485180731549e+00 -1.506342652526065695e+00 -1.745776543007403703e+00 -1.505186858936130134e+00 -1.394153169709568818e+00 -1.225209636418478576e+00 -1.895827115847686928e+00 -1.832741101595585675e+00 -1.106684136608418800e+00 -1.163499910769101531e+00 -1.243802053908933170e+00 -1.305766174396230772e+00 -1.268469461533254794e+00 -1.491982306100391842e+00 -1.361198917636510908e+00 -1.343975512733592614e+00 -1.329266133895950164e+00 -1.611462413772362989e+00 -1.133354258620538957e+00 -1.354714848968201046e+00 -7.962342616908144599e-01 -1.357276426040332717e+00 -1.478806635869923225e+00 -1.095117918148644343e+00 -1.513591314387552789e+00 -1.878101476942454440e+00 -1.586717435914597019e+00 -1.457204795399066777e+00 -1.450110529925602743e+00 -1.344534611170910443e+00 -1.398851852836974441e+00 -2.204753353708388097e+00 -1.548158299858022113e+00 -1.447034100610120166e+00 -1.198255471357596358e+00 -1.575174725719783897e+00 -1.265098645396117494e+00 -1.390574667177959745e+00 -1.323409558870942027e+00 -1.577661096095806181e+00 -1.784615890972444330e+00 -1.536250178335750283e+00 -1.200940985505983161e+00 -1.204616577902416941e+00 -1.432427391912820314e+00 -1.498526189035876310e+00 -1.516966440120470994e+00 -1.570479249473514916e+00 -1.278597903625252385e+00 -1.311863281350859278e+00 -1.599544171663792591e+00 -1.392092092412123394e+00 -1.703866824514200795e+00 -1.404260361110059030e+00 -1.532800351709078024e+00 -1.905314395179622755e+00 -2.031796437289463242e+00 -1.289695019769249162e+00 -2.048042639593248282e+00 -1.484463081349132629e+00 -2.950732983531167530e+00 -1.478407374556654830e+00 -1.552744613620457459e+00 -1.105221934081931145e+00 -1.525993596047467094e+00 -1.300810661382115541e+00 -1.358978263122043506e+00 -1.382331535059794891e+00 -1.344182200014274020e+00 -1.371823760587258079e+00 -1.417905587872970719e+00 -1.328665352614108564e+00 -1.175281682958984053e+00 -1.366846678657383629e+00 -1.377007854677600562e+00 -1.161340781164581282e+00 -1.391522427629070080e+00 -1.570852185408808444e+00 -1.334650913572082320e+00 -1.188013543820688911e+00 -2.030659455857516615e+00 -1.321928369006391657e+00 -1.548529699948800298e+00 -1.483643477954237566e+00 -1.698256585275973007e+00 -9.983285297245516610e-01 -1.119471522213158377e+00 -1.244575503632124880e+00 -1.525059854247683422e+00 -1.589400580200518220e+00 -1.383495487695627135e+00 -1.772438410433263112e+00 -3.112594786719787177e+00 -1.422469827896670758e+00 -1.462473184269443172e+00 -1.551137529743316756e+00 -1.291930466268714994e+00 -1.316383097820711612e+00 -1.729463659894037830e+00 -1.322670398507012290e+00 -1.284815570039288479e+00 -1.696116057190161230e+00 -1.557348900724359941e+00 -1.455723832114485639e+00 -1.620401572848372718e+00 -1.273416232710264495e+00 -1.629033132630868685e+00 -1.152143983864580834e+00 -1.388089057571907814e+00 -1.482713802129775438e+00 -1.676070740975826645e+00 -1.764118943323170319e+00 -1.685528429006890150e+00 -1.372342578753930731e+00 -1.643317673066244211e+00 -1.694350925427965837e+00 -1.423945161787566027e+00 -1.236774063455767569e+00 -1.185038471936651572e+00 -1.877003373755133708e+00 -1.821580784480989257e+00 -1.527726267324621023e+00 -1.224368411469112683e+00 -1.854728583923067164e+00 -1.837846500416436601e+00 -1.433149563923688641e+00 -1.484299205391202081e+00 -1.359934686725814856e+00 -1.478551896576560942e+00 -1.329737284538221598e+00 -1.418766471618257530e+00 -1.251170677384714880e+00 -1.244868952947994156e+00 -1.537118994636753389e+00 -1.461425513386428232e+00 -2.594156558742672036e+00 -1.646783660637874958e+00 -1.243806329316773596e+00 -1.518410533852217359e+00 -2.228115080370473677e+00 +1.519287296180124258e+00 +1.595668238440623554e+00 +1.761665516099711226e+00 +1.616008280898476812e+00 +1.346486401111206987e+00 +1.756734981712256172e+00 +1.850615103194002131e+00 +1.194324032913819167e+00 +1.259515970382778960e+00 +1.415963559309076913e+00 +1.224706778853580147e+00 +1.351782439193193852e+00 +1.545554475551341511e+00 +1.965095791039772166e+00 +2.852557389024831025e+00 +1.365610286594119316e+00 +1.614148574459917995e+00 +1.552384261642636432e+00 +1.283652302099284270e+00 +1.394529246515446630e+00 +1.469190751309923826e+00 +1.350666712301844541e+00 +1.204304001721588691e+00 +1.403030258340805858e+00 +1.303566378587660779e+00 +1.486101605168485662e+00 +2.736673766402034857e+00 +1.494878753562147722e+00 +1.268153627857749655e+00 +1.302563939843949470e+00 +1.668096384279216693e+00 +1.582663107171860872e+00 +2.015916302490133205e+00 +1.221803248757822757e+00 +1.406924860120305709e+00 +1.404190868143359694e+00 +1.423094733408817092e+00 +1.549373043126109906e+00 +1.354902046597999288e+00 +1.197604030194412417e+00 +1.881773587927725089e+00 +1.801463284800576048e+00 +1.547090100378710531e+00 +1.460866671726698485e+00 +1.275209971973453094e+00 +1.133947575657522577e+00 +1.198014682307878331e+00 +2.057933471576944839e+00 +1.381050512246943640e+00 +1.373451857986097480e+00 +1.317498356207622123e+00 +2.065187824696735674e+00 +1.366052927133111439e+00 +1.621286902716711609e+00 +1.614053469123604145e+00 +9.966958677023285418e-01 +1.382593614318693653e+00 +1.410240648337804714e+00 +1.651006171623727425e+00 +1.096646816943760427e+00 +1.247080019754221780e+00 +1.258277138340346823e+00 +1.589697632367020219e+00 +2.156806524737774566e+00 +2.039720162231894562e+00 +1.888250141467452181e+00 +1.488542135113064546e+00 +1.542868221636666703e+00 +1.326023743377660935e+00 +1.448687396523865800e+00 +1.249559761516138678e+00 +1.410854436493067965e+00 +3.265799576822828953e+00 +1.661927159246616270e+00 +1.258277138340346823e+00 +1.458450342146463186e+00 +1.436445681558488729e+00 +1.296980484485288798e+00 +1.406446136945916692e+00 +1.362958052077217985e+00 +1.885666084302187073e+00 +2.002744911118590210e+00 +1.560439192791434948e+00 +1.342677427030373849e+00 +1.642612406256617419e+00 +1.450505582704877838e+00 +1.329684052182457776e+00 +1.278863832246472043e+00 +1.481419279922107535e+00 +1.373946186987083706e+00 +2.009308592006547656e+00 +1.631723550348482377e+00 +1.673978592159087952e+00 +1.435153937016131920e+00 +1.653613221784858922e+00 +1.243661270222148119e+00 +1.693408199591253549e+00 +1.292802697386960631e+00 +1.673295623693661582e+00 +1.475138219002445794e+00 +1.226275269385126876e+00 +1.452621856107825238e+00 +1.283151537519216845e+00 +1.398099347115241642e+00 +1.320004338047382930e+00 +1.387673345110442824e+00 +1.629674714247890677e+00 +1.280953255191263906e+00 +1.499239848242730488e+00 +1.589697632367020219e+00 +1.394799171533492199e+00 +9.276790441823692390e-01 +1.475138219002445794e+00 +1.033647419676555046e+00 +1.328811282947654604e+00 +1.566097476444284098e+00 +1.277370567084204822e+00 +1.532963466942412367e+00 +1.320518378870509935e+00 +1.630674563070385830e+00 +1.689270780892250912e+00 +2.460138221322054619e+00 +1.717876595059991018e+00 +1.630674563070385830e+00 +1.208180067657963264e+00 +1.523014262501170890e+00 +1.953848250918042595e+00 +1.248257051788648653e+00 +1.768780236864273547e+00 +1.445358280653479710e+00 +1.985298765415734579e+00 +1.537603461548947337e+00 +1.521695919206649705e+00 +1.273187600911555251e+00 +1.013271314466422268e+00 +1.323309349825507297e+00 +1.522817142692510117e+00 +1.335199096474674718e+00 +1.237471072026181673e+00 +1.626286618180003529e+00 +1.297167428658042354e+00 +1.435544346364387991e+00 +1.281639341684041256e+00 +1.467619456720484550e+00 +1.325232965380820360e+00 +1.589844595178270481e+00 +1.424077262602700955e+00 +2.227725605472841153e+00 +2.256294039592816603e+00 +1.318003448450085102e+00 +2.010361288791344236e+00 +1.803723440622441387e+00 +1.527968397758073138e+00 +1.434324838465947494e+00 +1.228435067157306548e+00 +1.936343849860321598e+00 +1.411119530566779190e+00 +1.567210935680726891e+00 +1.589904313364485233e+00 +1.334680380584259751e+00 +1.421741168201720029e+00 +1.575202421280025078e+00 +1.496665686170501885e+00 +2.117198246071176015e+00 +1.377561523592177650e+00 +1.193312850064771169e+00 +1.300203805641146459e+00 +1.541853288120734078e+00 +1.343309457580090793e+00 +1.318284224068591470e+00 +1.906631756218658325e+00 +8.685787489002905204e-01 +1.566996084318240889e+00 +1.132644077809224825e+00 +1.589697632367020219e+00 +1.819359481307586179e+00 +1.518910082421342622e+00 +1.674682409658728943e+00 +1.531900910194522680e+00 +1.362023339170448821e+00 +1.518144736991516197e+00 +1.647685048813976039e+00 +1.429898433614980036e+00 +1.589697632367020219e+00 +1.487279736490478399e+00 +1.398924216174265212e+00 +1.479089175549461288e+00 +1.720348421200228017e+00 +1.350779818255901432e+00 +1.569609675372575452e+00 +1.404064046424721823e+00 +1.481184764929110997e+00 +1.304682934369225222e+00 +1.268247435059450368e+00 +1.466664249098315054e+00 +1.584339895792382436e+00 +1.261092926009681037e+00 +1.483677083287126663e+00 +1.436445681558488729e+00 +1.629666479197645401e+00 +1.570119064820318044e+00 +1.397737982582427207e+00 +1.195995152601355471e+00 +1.593536176375295099e+00 +1.680526985470827128e+00 +1.498933823336912496e+00 +1.332240796509722713e+00 +1.380972558352084434e+00 +1.645269185278863233e+00 +2.032812329396300299e+00 +1.526819932059851226e+00 +1.492216804775573280e+00 +1.304587506735046532e+00 +1.123175147993165979e+00 +1.262717651751060544e+00 +1.763877478586252323e+00 +1.129563841124166856e+00 +1.159495832631264989e+00 +1.242639863908493680e+00 +1.603653598864411833e+00 +1.496811831262057524e+00 +1.260877654408261606e+00 +1.684039997431611368e+00 +1.373832954933760675e+00 +1.544908053514966184e+00 +1.600847755428070229e+00 +1.545091336904512502e+00 +1.246503536725512618e+00 +1.422539704175861175e+00 +1.265819338969315311e+00 +1.579084718929266273e+00 +1.509558228276674186e+00 +1.202937938511986715e+00 +1.115325376062074270e+00 +1.614406029321713731e+00 +1.243113309949904988e+00 +1.855691264861306422e+00 +1.624097409910149281e+00 +1.388603479560970300e+00 +1.527450160652833233e+00 +1.547090100378710531e+00 +1.584663790950671114e+00 +1.196642924492877569e+00 +1.553365117889342173e+00 +1.393500187633705423e+00 +1.756503436969325094e+00 +1.377378565463473592e+00 +1.297148571233336156e+00 +1.215695914178866133e+00 +1.037501395332242282e+00 +1.361776498398832302e+00 +1.423165874296358879e+00 +1.341886133500224787e+00 +1.773025352713702318e+00 +1.525641667797437151e+00 +1.403726592120847272e+00 +1.237169173058489946e+00 +1.522232627961059848e+00 +2.109881150607023415e+00 +1.556673069055136693e+00 +2.002356263557189209e+00 +1.509117147317411423e+00 +1.477919287102821500e+00 +1.444819094103223733e+00 +1.378086684102079573e+00 +1.589593785221026678e+00 +1.139535708015571913e+00 +1.296537952296716867e+00 +1.172867501964532266e+00 +2.122073170023192290e+00 +1.358780610749001028e+00 +1.290915676470163476e+00 +1.436094108053310947e+00 +1.003952897967835156e+00 +1.392672196054220990e+00 +1.855691264861306422e+00 +1.749670144536153771e+00 +1.295573521871943967e+00 +1.410428625024550797e+00 +1.369239761905220121e+00 +1.553111322758695678e+00 +1.315945501059076150e+00 +1.478151836446848222e+00 +1.611830611565167715e+00 +1.278846025578360468e+00 +1.336333632229809609e+00 +1.640665474595735418e+00 +1.813190468437703373e+00 +1.540727049939903281e+00 +1.432583955454816760e+00 +1.370938013407517531e+00 +1.418751348070529161e+00 +1.298186946795837571e+00 +1.271407408847466058e+00 +1.350666712301844541e+00 +1.322285330181060203e+00 +1.364580179305292518e+00 +1.419142045248953821e+00 +1.213567204144482048e+00 +1.343680039486031319e+00 +2.009891139629871759e+00 +1.288377495438609799e+00 +1.416055105937438441e+00 +1.325232965380820360e+00 +1.258305782223345659e+00 +1.290237115467469664e+00 +1.316855001268848468e+00 +1.295573521871943967e+00 +2.721162155019868578e+00 +1.731440108846214798e+00 +1.487705341249593971e+00 +1.537276193271303271e+00 +1.053159816433321794e+00 +1.088141240369694174e+00 +1.734070427885100685e+00 +1.237659893824577750e+00 +1.315797163705852313e+00 +1.932299152408262444e+00 +1.213747923705142284e+00 +1.788314909136317965e+00 +1.319634725904343497e+00 +1.580373681774275951e+00 +1.667425051526784330e+00 +1.677214585071709507e+00 +1.281207408247901469e+00 +1.367471536199445836e+00 +1.383415841415001069e+00 +1.344916241447748462e+00 +1.597726418373483170e+00 +1.213487147999479987e+00 +1.330920504831723861e+00 +1.406446136945916692e+00 +1.848805227008483598e+00 +1.208057625045945827e+00 +1.409253577246914801e+00 +1.175117271837848421e+00 +1.700761131415447380e+00 +1.522301485533731125e+00 +1.441234378423473572e+00 +9.790749315833693345e-01 +1.766702317889198071e+00 +1.589697632367020219e+00 +1.752219385614665725e+00 +1.809392521323573533e+00 +1.332159621339812361e+00 +1.309502830841992704e+00 +1.480652109400281802e+00 +1.093634747986783395e+00 +1.213146238494147156e+00 +1.680397309907291969e+00 +1.076648243219068490e+00 +1.522809882934893722e+00 +1.563616108857665665e+00 +1.726763724723483051e+00 +1.614185532751754693e+00 +1.690394727730506474e+00 +1.501560516957155755e+00 +1.629498519313507643e+00 +1.354832410280252475e+00 +1.939817808065214422e+00 +1.277735313287394092e+00 +1.522908840500122096e+00 +1.649059025014352642e+00 +1.204415325161704686e+00 +1.901057942710025372e+00 +1.304284767714449345e+00 +1.719913059950556544e+00 +1.499527699821868509e+00 +1.314039875868715512e+00 +1.518337377484883177e+00 +1.375627542119971736e+00 +1.138091404651120797e+00 +1.342728945736837431e+00 +1.884002697012796546e+00 +1.310143921121856181e+00 +1.409136917413874812e+00 +1.237452993103460130e+00 +1.288080153935567296e+00 +1.984887275183822908e+00 +1.320531346284184337e+00 +1.279988587245249221e+00 +1.415906211397128800e+00 +1.489741529106460405e+00 +1.496930825843492130e+00 +2.450621767062642675e+00 +1.512091264538852897e+00 +1.611610363809397484e+00 +1.192737547449510771e+00 +1.331728097098078933e+00 +1.298081151495154018e+00 +1.595971022875346534e+00 +1.803730217047231577e+00 +1.479233522944113588e+00 +1.683407946793920473e+00 +1.612847400657031471e+00 +1.528847813892170393e+00 +1.763956218109427709e+00 +1.669841044943602526e+00 +1.312204056295456667e+00 +1.465407574551974790e+00 +9.525111939451704757e-01 +1.523078688033947969e+00 +1.602754128679194423e+00 +1.535579353702075878e+00 +1.493581022670312564e+00 +1.821402702196110113e+00 +1.921545511128314843e+00 +1.492888492449040427e+00 +1.170102957943086608e+00 +2.201461331430081714e+00 +1.548887885099816231e+00 +1.359936500934267656e+00 +1.270468584002088619e+00 +1.742056440466484446e+00 +1.243139177923595184e+00 +1.490573906358733325e+00 +1.342348164496868890e+00 +1.208598132231216482e+00 +1.314315012700369323e+00 +1.821248393632700413e+00 +1.249903943304204290e+00 +1.449283412467536891e+00 +1.139279167180021091e+00 +1.507019668174010008e+00 +1.384390291489552283e+00 +1.511871967340368883e+00 +1.610695128702502643e+00 +1.690826257703406554e+00 +1.329055318050677670e+00 +1.241317268402184482e+00 +1.439116189989839256e+00 +1.301551038072787492e+00 +1.630674563070385830e+00 +2.118109277734518514e+00 +1.391742579721153561e+00 +1.767787658414064822e+00 +1.504634958583103810e+00 +1.639521674721294175e+00 +1.670609577892804509e+00 +1.608747734122601969e+00 +1.298487720830912906e+00 +1.343309457580090793e+00 +9.129886244463705225e-01 +1.339943484977723642e+00 +1.526819932059851226e+00 +1.250697106098442646e+00 +1.385075041134342655e+00 +1.389012859377388054e+00 +1.355718106015601165e+00 +1.530358507253595235e+00 +1.295573521871943967e+00 +1.636816892387670919e+00 +1.363585126150198334e+00 +1.362819714907381297e+00 +1.664764815717632018e+00 +1.122390630664092726e+00 +1.159683886055873359e+00 +1.417690534821034021e+00 +1.375785787935853932e+00 +1.589218073809050225e+00 +1.275472012302756752e+00 +1.638019039256533915e+00 +1.459635679166282785e+00 +1.550138184147257903e+00 +1.260735260105974476e+00 +1.638019039256533915e+00 +1.308790077164800891e+00 +1.423715597938908672e+00 +1.629666479197645401e+00 +1.691667754979803817e+00 +1.443592013604124702e+00 +1.307408252545684491e+00 +1.350530498785182942e+00 +1.358128531196953759e+00 +1.557256319687816415e+00 +1.773359093893084548e+00 +1.250846285900834687e+00 +1.450920321304238314e+00 +1.386046831177928595e+00 +1.303596790059948773e+00 +1.834070279108217960e+00 +1.541293349879119035e+00 +1.220485035902420634e+00 +1.590867566321172433e+00 +1.784813568948997897e+00 +1.330843918842859352e+00 +1.430525542334059708e+00 +1.489013390992312225e+00 +1.384743690717797904e+00 +1.224820225520574013e+00 +1.204460817029762154e+00 +1.329045867460138197e+00 +1.704016472749742661e+00 +1.127039569014613107e+00 +8.685787489002905204e-01 +1.327983917823814863e+00 +1.534891228759761361e+00 +1.630674563070385830e+00 +1.344881389513339798e+00 +1.234274175070744661e+00 +1.841472649959122521e+00 +1.401698491859974638e+00 +1.206894969076358848e+00 +1.773815200974894424e+00 +1.730372363309456318e+00 +1.324800130688757349e+00 +1.601305409989521422e+00 +1.643075804925643979e+00 +1.523169455860397647e+00 +9.792014044172887566e-01 +1.383887115310031390e+00 +1.194634987123130543e+00 +1.672113154474260455e+00 +1.366660584392192845e+00 +1.431311562805305471e+00 +1.504634958583103810e+00 +4.121804042025345893e+00 +1.669571851822375663e+00 +1.695424498684104719e+00 +2.291401669543354558e+00 +1.600663819625104622e+00 +1.521441321760185872e+00 +1.287904564559994469e+00 +1.317680990033835542e+00 +9.861851842754703057e-01 +1.677350224708163751e+00 +2.643068146185299838e+00 +2.526511265280824148e+00 +2.772303706158993464e+00 +1.325892911191644430e+00 +1.301770825249363384e+00 +1.459707175547549696e+00 +1.226844612981665250e+00 +1.222160163302518754e+00 +1.127077319323333882e+00 +1.259971102761127781e+00 +1.204145816466777319e+00 +1.960035355803341872e+00 +1.350792998014327395e+00 +1.259971102761127781e+00 +1.370720428002428548e+00 +9.849560132403780699e-01 +1.484145727805909587e+00 +1.302458344654198186e+00 +1.520390055432478960e+00 +1.294627577923712636e+00 +1.358402970807219390e+00 +1.200114473925069092e+00 +1.611129036896684852e+00 +1.262606797604647113e+00 +1.419049442389486160e+00 +1.254576814576843447e+00 +1.295425465724122205e+00 +1.169302422569714395e+00 +1.714450084761843129e+00 +1.552773213024977395e+00 +1.539491402956741695e+00 +2.083281096087091555e+00 +1.637422141035777656e+00 +1.465751835702192807e+00 +1.898380731860711990e+00 +1.169587890914947081e+00 +1.589697632367020219e+00 +1.626786501726641632e+00 +1.218276965955567448e+00 +1.227813425115215296e+00 +1.924562501511324797e+00 +1.489013390992312225e+00 +1.338997925169323366e+00 +1.081530696255377677e+00 +1.417701110579777435e+00 +1.400926178683889134e+00 +2.742505735014972856e+00 +1.448488001304284012e+00 +1.123891299996813586e+00 +1.343859516041106872e+00 +2.340861277808173213e+00 +1.297148571233336156e+00 +1.626296730752606834e+00 +1.307244430187608941e+00 +1.264011809512695095e+00 +1.498120834455519912e+00 +1.620768088544920715e+00 +1.318921632134220090e+00 +1.688425231444838914e+00 +1.610285179939566547e+00 +1.957278072095988364e+00 +1.265113378691239632e+00 +1.261479270332259262e+00 +1.439189203227307701e+00 +1.589697632367020219e+00 +1.491633718395831920e+00 +1.443270530366781657e+00 +1.480389472954300345e+00 +1.417037617104128344e+00 +1.549763618420350042e+00 +1.825906280604542076e+00 +1.462448710428766674e+00 +1.394738887374771252e+00 +1.632680746742892097e+00 +1.413165386270108570e+00 +1.329218476694308038e+00 +1.586053687613016905e+00 +1.503283784025306602e+00 +1.123274451411596431e+00 +1.412893555358110120e+00 +1.590673985942430591e+00 +1.239650046848090881e+00 +1.414436734134611129e+00 +1.370327312182610058e+00 +1.279821002461574153e+00 +1.378527988199486742e+00 +1.762836414269713714e+00 +1.932964200932140386e+00 +1.362754270022513481e+00 +1.435356575513395683e+00 +1.749012251327734191e+00 +1.256596029044530383e+00 +1.461817632843988690e+00 +1.161078664861420862e+00 +1.455804574373395610e+00 +1.665516673265628356e+00 +1.586383927861589882e+00 +2.391317896736737225e+00 +1.297091097326472209e+00 +1.139239337899937254e+00 +2.408282911011916383e+00 +1.745725915877912371e+00 +1.542175053814929697e+00 +1.094026930136152487e+00 +1.276554190076033990e+00 +1.709132725703376821e+00 +1.169608709496898769e+00 +1.275896403842637028e+00 +1.525678536375522754e+00 +1.214486600808825756e+00 +1.437573739859089983e+00 +1.748761930588045743e+00 +1.209375213553592232e+00 +1.462059633656537017e+00 +1.499217612316471104e+00 +1.436429681891283394e+00 +1.845482370333677125e+00 +1.458587016121441593e+00 +8.917239285509737101e-01 +1.608177346675034869e+00 +1.311094937776914549e+00 +1.997834284199925037e+00 +1.303323815805285335e+00 +1.771001371905356336e+00 +1.589697632367020219e+00 +1.376943177395737905e+00 +1.345217166974819634e+00 +1.873715790467358033e+00 +1.368555819611515290e+00 +1.304888020807020155e+00 +1.649748826544573888e+00 +1.402986805620130895e+00 +1.722216848913305398e+00 +1.747344326485318788e+00 +1.358592123687614617e+00 +1.243099128250960916e+00 +1.598368252555090407e+00 +1.571006704560616640e+00 +1.995331273203056810e+00 +1.408080467238576716e+00 +1.317579341675639171e+00 +1.460556619904252784e+00 +1.308416489166560837e+00 +2.150113010630690269e+00 +1.461817632843988690e+00 +1.219480776123333499e+00 +1.532095872832059058e+00 +1.204489826810061004e+00 +1.250615808486031710e+00 +1.435538529109180672e+00 +1.430948613025236682e+00 +1.436153783429716668e+00 +1.258504755790696095e+00 +1.589697632367020219e+00 +1.230297215819476264e+00 +1.409338695490326643e+00 +2.215345259797118160e+00 +1.622152510031561690e+00 +1.420835559963443018e+00 +1.625308117397338492e+00 +1.298035218741190988e+00 +1.535579353702075878e+00 +1.355595349029158569e+00 +1.461223424421135064e+00 +1.436243367599850274e+00 +2.140574967123185957e+00 +1.513175598366487407e+00 +1.431953843701776918e+00 +1.673295623693661582e+00 +1.771850719308531552e+00 +1.186052811167741083e+00 +1.206418901869852789e+00 +1.519774323770214153e+00 +1.402029071565181084e+00 +1.423683994751144155e+00 +1.290237115467469664e+00 +1.295573521871943967e+00 +2.157638233450505538e+00 +2.327395586660365723e+00 +1.436530628287925992e+00 +1.237878676973487302e+00 +1.235542952393458904e+00 +1.931152849488782408e+00 +1.301793864534943168e+00 +1.373288532668105688e+00 +1.634301451660732596e+00 +1.452953719448252912e+00 +1.310143921121856181e+00 +1.239303414581257812e+00 +1.328499300150582485e+00 +3.108122122701900025e+00 +2.079898477811312318e+00 +1.471089713953247724e+00 +1.771776684544633440e+00 +1.359709128076730167e+00 +1.982796869343729895e+00 +1.364722382156600133e+00 +1.458717702859658516e+00 +1.391797940111324294e+00 +1.714830966466678319e+00 +1.225912835765633702e+00 +3.587671745578177251e+00 +1.358462156012592459e+00 +1.630240263395151601e+00 +1.419555760430057489e+00 +1.218058179943639630e+00 +1.527138583556691742e+00 +1.335364278277225480e+00 +1.690056311394258159e+00 +1.897216830030487245e+00 +2.201448846897875455e+00 +1.435683864613920946e+00 +1.515396542695498283e+00 +1.401338125866331552e+00 +1.484302529616599031e+00 +1.589697632367020219e+00 +1.307408252545684491e+00 +1.284148872500807670e+00 +3.450239070267720365e+00 +1.608732212623266378e+00 +1.360522613971426154e+00 +1.873882101163331981e+00 +1.837823137338858714e+00 +1.323582797895653584e+00 +1.179417466194905728e+00 +1.168228341048155983e+00 +1.288864548927548981e+00 +2.645212375373674263e+00 +1.298201462410659701e+00 +1.392719957985505630e+00 +1.154872408476549595e+00 +1.563150815432948093e+00 +1.314421292390910878e+00 +1.363864483052950050e+00 +1.779940426018072230e+00 +1.753690380595244847e+00 +1.388815046005177578e+00 +1.388231839274197910e+00 +2.087653646095361637e+00 +1.288147414611103159e+00 +1.428295929600167824e+00 +1.355266645939373404e+00 +1.467621880800834333e+00 +1.290379449133006062e+00 +1.038918814126319035e+00 +8.767770362909104165e-01 +1.517808009370334332e+00 +1.367575300270971184e+00 +1.504501285856690629e+00 +2.074729047829777073e+00 +1.344671127014848366e+00 +1.523415436003375589e+00 +1.295599274819309699e+00 +1.272174341131155018e+00 +1.340912291796271916e+00 +1.926461439021693423e+00 +1.506599009596683914e+00 +2.171399039923954888e+00 +1.228435067157306548e+00 +2.352715667915703079e+00 +1.247246129410918059e+00 +1.134589895748803201e+00 +1.205291327852947347e+00 +1.701920619741883911e+00 +1.375285215626092850e+00 +1.201511495386185402e+00 +1.901193576992724843e+00 +1.601633922558420409e+00 +1.684976689319825027e+00 +1.429122824697401484e+00 +1.287349252189500248e+00 +2.110738776605835199e+00 +1.002868271327855609e+00 +1.736077381638565953e+00 +1.440643455419746033e+00 +1.527950232499165395e+00 +1.534891228759761361e+00 +1.719591030090974471e+00 +1.695346740787549322e+00 +1.199970241618970590e+00 +1.543260391862560255e+00 +2.224985012602644474e+00 +2.338616034161049129e+00 +2.031709935368510855e+00 +1.258402015863502754e+00 +1.218625916145299470e+00 +1.467748528179981804e+00 +1.011435215868779380e+00 +1.876579287476701552e+00 +1.067346523682005000e+00 +1.477218634043090617e+00 +1.510212446509591189e+00 +1.479197221203556012e+00 +1.435988644400893577e+00 +1.758500115679240139e+00 +1.380063105172027349e+00 +1.654027759788696983e+00 +1.123661880046405770e+00 +1.551431060131037043e+00 +1.433093996448100427e+00 +1.326905633928731731e+00 +1.371477545164296430e+00 +1.439213414188188267e+00 +1.417049759389968244e+00 +1.127325022589076298e+00 +1.230782316277355903e+00 +1.330912667949277761e+00 +1.310036055612783912e+00 +1.589697632367020219e+00 +1.381692403552520432e+00 +1.436569804362356706e+00 +1.550861973722220455e+00 +1.275635532464420407e+00 +1.501813896442797613e+00 +1.323138773108162525e+00 +2.095060575347275744e+00 +2.018184469423019323e+00 +1.882510760797181604e+00 +1.939927654015662029e+00 +1.714026118603882765e+00 +1.284714577653019774e+00 +1.339941253887275252e+00 +1.680644290226595672e+00 +1.635458762433692925e+00 +1.560973750481018385e+00 +1.313417842189785745e+00 +1.303727014207552770e+00 +1.317924247431292883e+00 +1.413281479014415254e+00 +1.664855948092693438e+00 +1.299658017833479562e+00 +1.720420194896490784e+00 +1.563540283941250664e+00 +1.535594298260313906e+00 +1.146575889097519507e+00 +1.312973451427396299e+00 +1.105677263043872927e+00 +1.481804375360113113e+00 +1.526075052812203126e+00 +1.282628251380572237e+00 +1.458391799817576384e+00 +1.649625619289437850e+00 +1.745868731064142310e+00 +1.871240029190559540e+00 +2.109654102731099101e+00 +1.423247134986866058e+00 +1.552938323810678867e+00 +1.283605433373679716e+00 +1.726563879481048502e+00 +1.230888506382456171e+00 +1.883759149821486290e+00 +1.459695670808514478e+00 +1.249184390678273360e+00 +1.447122335428417728e+00 +1.615922917663127123e+00 +1.498470367393331060e+00 +2.174142471562248602e+00 +1.296439895187702973e+00 +1.542590365413403219e+00 +1.306395835204746447e+00 +1.594519912639839276e+00 +1.518305884518618143e+00 +1.537412421706619625e+00 +2.016622502106883985e+00 +1.533231402028590651e+00 +1.483142734059619272e+00 +1.389425600146815043e+00 +2.232214354676159473e+00 +1.485095052694184403e+00 +2.333994754098114299e+00 +1.472910250576177305e+00 +1.466350847095370113e+00 +1.194400724032988137e+00 +1.698853276218372343e+00 +1.256395934412644522e+00 +1.450558188649750946e+00 +1.540039188235077461e+00 +1.702463293845795533e+00 +1.202923172638314497e+00 +4.150895773229933639e+00 +1.339003854786241732e+00 +1.435167823569216239e+00 +1.326721970563554009e+00 +1.589697632367020219e+00 +1.438859316514168540e+00 +1.799876976209148438e+00 +1.379266057570305293e+00 +1.228435067157306548e+00 +1.240126194325881670e+00 +1.254888290491862790e+00 +1.300400463135815698e+00 +1.668096384279216693e+00 +1.284034948845096835e+00 +1.458450342146463186e+00 +2.050597578049632830e+00 +1.465345681368930286e+00 +1.358401291742069361e+00 +1.287873245324348659e+00 +1.535579353702075878e+00 +1.294244495251831495e+00 +1.501550411521606065e+00 +1.417714886574955813e+00 +1.744646696438103106e+00 +1.389895371956527015e+00 +1.461817632843988690e+00 +1.384860677670360474e+00 +1.500503438327143613e+00 +1.755948860853550286e+00 +1.352544304132308639e+00 +1.411367287425520090e+00 +1.456109777883554557e+00 +1.375765494213908369e+00 +1.840491979826161639e+00 +1.244729698382570859e+00 +1.002517152344950091e+00 +1.500225519749747605e+00 +3.872277560121830220e+00 +1.399775921960326741e+00 +1.406891789334665077e+00 +1.753519019485551667e+00 +1.498043579140485804e+00 +2.174726497109148227e+00 +1.520558034371006784e+00 +1.178481825466462851e+00 +1.289567106251794826e+00 +1.523415436003375589e+00 +2.423685023432739172e+00 +1.320659676642840452e+00 +1.182546603990502376e+00 +1.593739450613419706e+00 +1.746055816078637690e+00 +1.416189202600264707e+00 +1.439594781201378737e+00 +1.572183873288679479e+00 +1.183897170204886606e+00 +1.748984593302978396e+00 +1.943147952286579994e+00 +1.731275670116907861e+00 +1.570025516043074276e+00 +1.657436827906082044e+00 +3.065206248268040667e+00 +1.969925558755143413e+00 +1.268951449885406646e+00 +1.519758730548119274e+00 +1.655730088237511666e+00 +1.098963581394713174e+00 +1.388468907742030467e+00 +2.031709935368510855e+00 +1.191849054634971594e+00 +1.413608350979671968e+00 +1.688705093501035037e+00 +1.307311086336440553e+00 +1.207197327678343868e+00 +1.683919422707703006e+00 +1.101483474041415889e+00 +1.299989171611827032e+00 +1.495219255681433879e+00 +1.415906211397128800e+00 +1.205972042956297230e+00 +1.289398900054941066e+00 +1.544051817271622440e+00 +1.182323343104656033e+00 +1.297611961742262565e+00 +1.746765879254894571e+00 +8.917239285509737101e-01 +1.479499562029317872e+00 +1.502234264399490371e+00 +1.370216946287797555e+00 +1.671973771064955372e+00 +1.393831144891578333e+00 +3.218559307719566220e+00 +1.338976457353851401e+00 +1.589697632367020219e+00 +1.466940238652711059e+00 +1.409141199792330212e+00 +1.374955641026190278e+00 +2.009846628824561776e+00 +3.009774233280900546e+00 +1.316855001268848468e+00 +1.504310851262133042e+00 +1.592781316792823532e+00 +1.236473661956082992e+00 +1.888979203662941586e+00 +1.338178270004718229e+00 +1.405589110819178700e+00 +1.585260372075147473e+00 +1.407175086444226508e+00 +1.157075785413425706e+00 +1.259539463972970452e+00 +2.016257076236200874e+00 +1.292548369914257478e+00 +1.484787583625532648e+00 +1.382806026872451355e+00 +1.592645327617816520e+00 +1.294893691730933938e+00 +1.777964839262530461e+00 +1.577382345103430339e+00 +1.325093294193266047e+00 +1.636694623247656466e+00 +1.525675732078958902e+00 +1.293696941181337934e+00 +1.525468704491942162e+00 +1.282664612888595457e+00 +1.586053687613016905e+00 +1.435053535780227207e+00 +1.436045199421187135e+00 +1.129071784441009640e+00 +1.372582225690308633e+00 +1.410077454154944121e+00 +1.455090396333872604e+00 +2.005332304584740655e+00 +1.347135471774478788e+00 +1.455331112930863924e+00 +1.263235921047240140e+00 +1.531325408038910041e+00 +1.307408252545684491e+00 +1.629666479197645401e+00 +1.461626581826330096e+00 +1.298942431369340511e+00 +1.366008075614949746e+00 +1.292205074790317099e+00 +1.338575682249270926e+00 +1.285366529880839437e+00 +1.424129918451328081e+00 +1.361364252386991325e+00 +1.442083439876626016e+00 +2.117198246071176015e+00 +1.545583068740441490e+00 +1.497016842853462038e+00 +1.482684911835754349e+00 +1.476744422791355760e+00 +1.543021769243182462e+00 +1.405808955272959793e+00 +1.412593623593963343e+00 +1.748475398349434329e+00 +1.311094937776914549e+00 +1.941686563450701897e+00 +1.290168797677551993e+00 +1.386031195405550420e+00 +1.480728094758447355e+00 +1.740877874856124663e+00 +1.480389472954300345e+00 +1.377177229689436899e+00 +1.737362420582513778e+00 +1.480228394033190398e+00 +1.509433025117900229e+00 +1.361674884327896962e+00 +1.320161408927091884e+00 +1.776199943234800571e+00 +1.534512505049903552e+00 +1.301992090096945276e+00 +1.504458422619762814e+00 +2.155650411522969989e+00 +1.413687204167842992e+00 +1.070068514464537657e+00 +1.588397269870213790e+00 +1.235829061993683808e+00 +1.407296527802394337e+00 +1.478293566859193220e+00 +1.644981121114028610e+00 +1.544770390539810023e+00 +1.185910010175504681e+00 +1.442731236260613059e+00 +1.630674563070385830e+00 +1.565821334487495164e+00 +1.144897724843517040e+00 +1.438987700460359065e+00 +2.226672293382463863e+00 +1.488407366696222311e+00 +1.373379790756935392e+00 +1.234780622073955669e+00 +1.706272610969222114e+00 +1.342930821607644987e+00 +1.239950441897192945e+00 +1.495200022966443498e+00 +1.791181287103171371e+00 +1.304947374953584927e+00 +1.409783338779448059e+00 +1.281457952129372302e+00 +1.548668873211411778e+00 +1.664267744484703826e+00 +1.383238271293670607e+00 +1.296946833787082198e+00 +2.078480904297720144e+00 +1.330832184382956029e+00 +1.345428412460591971e+00 +1.822411443772253392e+00 +1.341218069241719490e+00 +1.330832184382956029e+00 +1.473213087610325545e+00 +2.052735921766988270e+00 +1.401338569082852814e+00 +2.023644173125120460e+00 +1.393749489985509626e+00 +1.323809963340330853e+00 +1.589697632367020219e+00 +1.330832184382956029e+00 +1.490563665075498534e+00 +1.695472623988962368e+00 +2.074927132444429390e+00 +1.294593167510456055e+00 +1.419840246395807526e+00 +1.531420217347132962e+00 +1.460995024786427621e+00 +1.492834895929973982e+00 +1.380946891156902723e+00 +1.143940268873393507e+00 +1.339347356366829445e+00 +1.315800841948252753e+00 +1.618367028878118674e+00 +1.350666712301844541e+00 +1.426638797109120560e+00 +1.405702889638234865e+00 +1.352626218917812650e+00 +1.268551302130582314e+00 +1.780412288096044904e+00 +1.287846607516719644e+00 +1.559082888134526002e+00 +2.519322315715662342e+00 +1.475956545351479576e+00 +1.437110375170782106e+00 +2.101538806456751729e+00 +1.275953392047739499e+00 +1.818717404758388057e+00 +1.302896415016505216e+00 +1.388404196693166170e+00 +1.064587540168218993e+00 +1.402130595207111696e+00 +1.490342239959034032e+00 +1.568947280915239162e+00 +1.413435816100253817e+00 +1.625308117397338492e+00 +1.210380040457266659e+00 +1.227015894035758947e+00 +1.134664437349428567e+00 +1.627467124981805568e+00 +2.380611958293251007e+00 +1.549785551161534158e+00 +1.235689130085859233e+00 +1.669287108254934537e+00 +1.723928545364515230e+00 +1.381064125234416906e+00 +1.496710264803226664e+00 +1.082868995848372151e+00 +1.504821146965383605e+00 +1.927025451923597643e+00 +1.805908054319260714e+00 +1.356773720466144084e+00 +1.619014480011841783e+00 +1.326099694212985014e+00 +1.415626062986888201e+00 +1.502606878780937905e+00 +1.540051024772310484e+00 +1.503703571109227255e+00 +1.437264292252010023e+00 +1.020093331622703658e+00 +1.674654614005156361e+00 +1.688292406485935260e+00 +1.287997027556158969e+00 +1.542175376211460502e+00 +1.626296730752606834e+00 +1.658225415490477417e+00 +1.589593785221026678e+00 +1.264901214772862659e+00 +1.766477802888900328e+00 +2.618095453102228021e+00 +1.316499370182732775e+00 +1.479197221203556012e+00 +1.454640089887099919e+00 +1.469954097507496726e+00 +1.259831668104041569e+00 +2.069679899269580403e+00 +1.281639341684041256e+00 +1.327779118019691396e+00 +1.390673043308112256e+00 +1.373617836308127949e+00 +1.366705198384593700e+00 +1.314276816092828426e+00 +2.232214354676159473e+00 +1.441768081833316728e+00 +1.344634526808775377e+00 +1.253911380021037303e+00 +1.724378875360613961e+00 +1.247434154754358815e+00 +1.829554495411343851e+00 +2.141626972573334342e+00 +1.487785702149992062e+00 +1.405139102332725543e+00 +1.348475492589237490e+00 +2.073630598079517995e+00 +1.428094787220985040e+00 +1.458547903739628282e+00 +4.617581838969726959e+00 +1.547719843541209173e+00 +1.334762793518351032e+00 +1.164604322995216990e+00 +1.267665647609710788e+00 +2.069679899269580403e+00 +1.593338807193013906e+00 +1.436445681558488729e+00 +1.137303677336092278e+00 +1.440075297996749271e+00 +1.386031195405550420e+00 +1.351509795961632676e+00 +2.773231167365032945e+00 +1.145375015661542761e+00 +1.050616533560940979e+00 +1.992386925099701500e+00 +1.347137892631721456e+00 +1.259542377835416005e+00 +1.223665014334557100e+00 +1.359565844696803083e+00 +1.492636046121390336e+00 +1.200516623656909587e+00 +1.407605593773027408e+00 +1.287997027556158969e+00 +1.371896259859639144e+00 +1.314441274110151880e+00 +1.712740319798683686e+00 +1.338274143606597022e+00 +1.483884834200154046e+00 +1.421313248417064301e+00 +1.701413129623183806e+00 +1.480032035892122622e+00 +1.371896259859639144e+00 +1.373836360033777737e+00 +1.336240130117900549e+00 +1.598407524937954349e+00 +1.233124812273189264e+00 +1.653967992159650180e+00 +1.664503299758138155e+00 +9.872344593726438688e-01 +1.298186946795837571e+00 +1.506312944326651859e+00 +1.542603411287231552e+00 +1.405001386895293081e+00 +2.054498591842815358e+00 +1.840370156428363657e+00 +1.882510760797181604e+00 +1.519976125409513656e+00 +1.252308628173693705e+00 +1.081309731965689025e+00 +1.274224693242423712e+00 +1.397050350988465084e+00 +1.561529553567865491e+00 +1.463549532935388697e+00 +1.655826586669462586e+00 +1.792599557436147961e+00 +1.417123997413746395e+00 +1.336677059520738453e+00 +1.366046256711094031e+00 +1.422954822558843091e+00 +1.785303608346445969e+00 +1.318046837246541259e+00 +1.388392929686673938e+00 +1.319118767760500077e+00 +1.623891870989467634e+00 +1.476544632988627370e+00 +1.344547439981951698e+00 +1.417307178727192252e+00 +1.464723294400606335e+00 +2.167215410577156831e+00 +1.341218069241719490e+00 +1.185273702638696136e+00 +1.615922917663127123e+00 +1.241316958726919495e+00 +1.381943784358270477e+00 +1.692131242086105658e+00 +1.293127570259173353e+00 +1.339219372210983749e+00 +1.647698786884845390e+00 +1.300782534907682475e+00 +1.840491979826161639e+00 +1.298446414203638710e+00 +1.253725347070428597e+00 +1.623794915151208329e+00 +1.324534953031871964e+00 +1.627986908073566497e+00 +1.437262361353674578e+00 +1.352502863656980026e+00 +1.471707897815406341e+00 +1.418918979042715023e+00 +1.226126758656242544e+00 +1.274879157675741226e+00 +1.858336364048398082e+00 +1.411571288081098885e+00 +1.381610116659956589e+00 +1.300108107908869215e+00 +1.555788644438791835e+00 +1.329050916537823923e+00 +1.224326768119809117e+00 +1.299254738770798667e+00 +1.109663457115900087e+00 +1.485884397874038143e+00 +1.575840766894287981e+00 +1.262502008962648858e+00 +1.621286902716711609e+00 +1.743228441083132907e+00 +1.230267993440619989e+00 +1.583796613870816827e+00 +1.451202409304471530e+00 +1.000628420306867383e+00 +1.410770516525801099e+00 +1.240742952720772507e+00 +2.852557389024831025e+00 +1.379537491401237048e+00 +2.403780484281270446e+00 +1.347649795863787858e+00 +1.687933007715528788e+00 +1.037501395332242282e+00 +1.368118060938769531e+00 +1.068363484020579790e+00 +1.348168657510456114e+00 +1.232100156108700162e+00 +1.250815963697633038e+00 +1.732315857199203890e+00 +1.405594468513015727e+00 +1.191165237257337139e+00 +2.021215872520031098e+00 +1.324401715448317418e+00 +1.402799785549404987e+00 +1.526819932059851226e+00 +1.126254869227565791e+00 +1.298682650174427522e+00 +1.955507218800192959e+00 +1.501998051041468329e+00 +1.795741427976516036e+00 +1.309983765171736536e+00 +1.756318399351499693e+00 +1.423297830313515533e+00 +1.746055816078637690e+00 +1.252025883903783665e+00 +1.388485280908483332e+00 +1.359394003642961479e+00 +1.484223661557045659e+00 +1.589593785221026678e+00 +1.466155938008384396e+00 +1.746055816078637690e+00 +1.888860080050889678e+00 +1.237452993103460130e+00 +1.941159446064126826e+00 +1.630435851009778503e+00 +2.471581296418904117e+00 +1.382413799047455427e+00 +1.235182357746651860e+00 +1.224629665227325859e+00 +1.500147393862661716e+00 +4.121804042025345893e+00 +1.377383193022694741e+00 +1.722943592550549852e+00 +2.340786088938564546e+00 +1.145058437242383320e+00 +1.559315098985806003e+00 +1.175535139419011443e+00 +1.239521535855487855e+00 +1.270761772845361293e+00 +1.119202688518541322e+00 +1.450558188649750946e+00 +1.743536461648929503e+00 +1.460983373380926764e+00 +1.754741125934486945e+00 +1.630674563070385830e+00 +1.252664499615704585e+00 +1.285717071382286747e+00 +1.301350739747419993e+00 +1.358220990726067612e+00 +1.277970303073331593e+00 +1.789515500941263326e+00 +1.185127471966595181e+00 +1.638019039256533915e+00 +1.896810952495002311e+00 +1.553487681128828513e+00 +1.886647004251244653e+00 +1.624672706317930704e+00 +1.354608106833822490e+00 +1.493025442220400123e+00 +1.686179724095055121e+00 +2.739181144796916101e+00 +1.251982101259756064e+00 +1.425041079408373434e+00 +1.400209575190984879e+00 +1.409253577246914801e+00 +1.499973580995771272e+00 +1.626965227974054073e+00 +1.649015687662810592e+00 +1.145743195719127527e+00 +2.222542718652292137e+00 +1.421313248417064301e+00 +1.389985618925820177e+00 +1.516768365660894347e+00 +1.137051881068600778e+00 +1.836098861451951336e+00 +1.489013390992312225e+00 +1.410845545495845954e+00 +1.220994769730751273e+00 +1.589697632367020219e+00 +1.614522169764789794e+00 +1.864290421971887213e+00 +1.437199986830805187e+00 +1.349924020621955378e+00 +8.917239285509737101e-01 +1.541824649911873735e+00 +1.842402504297922405e+00 +1.535579353702075878e+00 +1.354455738601707537e+00 +1.544051817271622440e+00 +1.555151324954167080e+00 +1.705723634030327673e+00 +1.358475869372618661e+00 +1.607670385341350539e+00 +1.488447527964396500e+00 +1.395734986416499623e+00 +1.412130378347228543e+00 +1.450558188649750946e+00 +1.710318555311118871e+00 +1.280022614418065530e+00 +1.296764687428350271e+00 +1.342387894987993491e+00 +1.346052706808919197e+00 +1.168073892515735679e+00 +1.423280068293365730e+00 +1.329349006961081159e+00 +1.338011151397893173e+00 +1.736512619281512571e+00 +1.479132613361926474e+00 +1.620594549968181752e+00 +1.332639069585482616e+00 +1.138069238600579069e+00 +1.660210846298674880e+00 +1.298355411190286191e+00 +1.147536699544929206e+00 +1.579223152528072660e+00 +1.331817004272167537e+00 +1.293769426973213399e+00 +1.651754145614120262e+00 +1.218583383102298967e+00 +1.604484852182309851e+00 +1.352878314735022514e+00 +2.058159995039837042e+00 +1.408246573124522172e+00 +1.262363389136645253e+00 +1.407913432711893620e+00 +1.437571301513123956e+00 +1.443920047709681853e+00 +1.871180222596890985e+00 +1.767124358769052606e+00 +1.372947326972600024e+00 +1.244419188889068550e+00 +1.318776330719828138e+00 +1.370214742202250591e+00 +1.450558188649750946e+00 +1.425170634039147899e+00 +1.345321823161640395e+00 +1.999970619898803648e+00 +2.323164563731751286e+00 +1.450496476651494504e+00 +1.278311302721064635e+00 +1.411523188469146817e+00 +1.361324984924266346e+00 +1.470307102709405456e+00 +1.325252014353182517e+00 +1.460173575109251942e+00 +1.212912866604980877e+00 +1.284093110017856532e+00 +1.716915537281280990e+00 +1.277735313287394092e+00 +1.350920252884108663e+00 +1.422470675042518451e+00 +2.331253769309533652e+00 +1.663127047191522934e+00 +1.341521311646268089e+00 +1.147832552853216725e+00 +1.825992017210197105e+00 +1.511062387956819464e+00 +1.328592244379279919e+00 +1.499396528563302411e+00 +1.429985433939549466e+00 +1.489013390992312225e+00 +1.211413707640218718e+00 +1.708182148180732440e+00 +2.058436106397323329e+00 +1.407890698244678163e+00 +2.782040514269212395e+00 +1.606826834449108787e+00 +1.260972601485121913e+00 +1.286518242987057192e+00 +2.335281348717202832e+00 +1.720583207051546992e+00 +1.405594468513015727e+00 +1.822935013531548520e+00 +2.550572593262700138e+00 +1.382593614318693653e+00 +1.162963720917744581e+00 +1.574766037241815297e+00 +2.109881150607023415e+00 +1.330832184382956029e+00 +1.855215603826877668e+00 +1.209601474411428512e+00 +1.964011362237499725e+00 +1.302283503154562538e+00 +1.536140999677733987e+00 +1.671425757372006160e+00 +1.230150018952429036e+00 +1.235477294458803499e+00 +1.907109324037961073e+00 +1.616913583295769286e+00 +1.583386809094946557e+00 +1.518859537479585242e+00 +1.607670385341350539e+00 +1.752144261738251885e+00 +1.282201390196831881e+00 +1.413759173263962055e+00 +1.153678886284879468e+00 +1.776128455883082324e+00 +1.473023996134287472e+00 +1.164516593145023649e+00 +1.378412508195864916e+00 +1.540203537094370745e+00 +1.589697632367020219e+00 +1.525974664432702355e+00 +1.294954423910269270e+00 +1.833007135850600378e+00 +1.380407862193408164e+00 +1.554311755104436088e+00 +1.227267670848291914e+00 +1.427704447561858103e+00 +1.332788113061710078e+00 +1.246924131673310399e+00 +1.274440489517225217e+00 +1.593960753794164020e+00 +1.431209050529233195e+00 +1.516466720637680510e+00 +1.328036998965593796e+00 +1.576438940722923121e+00 +1.601378299483727119e+00 +1.489948728731548044e+00 +1.464215956999403545e+00 +1.255506214644668717e+00 +1.989287398593333478e+00 +1.487973066150416912e+00 +1.522434968807196753e+00 +1.340131775245041013e+00 +1.419510731721594254e+00 +1.284245516560758915e+00 +2.290520745928631641e+00 +1.753519019485551667e+00 +1.484137118625781682e+00 +1.158520559254782256e+00 +1.364800590263214985e+00 +1.348209161745828055e+00 +1.464160060118175011e+00 +1.273890660066264502e+00 +1.647448014832662011e+00 +1.579815503794293363e+00 +1.138069238600579069e+00 +1.245334313619800071e+00 +1.851865618834040106e+00 +1.344495930797862115e+00 +1.445431424667887654e+00 +1.972729170077379024e+00 +1.230062494693186181e+00 +1.391901857789534347e+00 +1.589697632367020219e+00 +1.135380291455106772e+00 +1.572792132262179621e+00 +1.612847400657031471e+00 +1.544476118108988771e+00 +1.306933366983344058e+00 +1.326462493641017204e+00 +1.239896804276725106e+00 +1.656756724039425421e+00 +2.113079462819797527e+00 +1.673493902267537692e+00 +1.768779080020856043e+00 +2.000417591617747348e+00 +1.069496419715946445e+00 +1.469329004636293234e+00 +1.470711142922979775e+00 +1.479197221203556012e+00 +1.461260747108028113e+00 +1.151007684270098252e+00 +2.024732789805248956e+00 +1.376915023314467135e+00 +1.336382061300639634e+00 +1.266357048728664836e+00 +1.449377507357809236e+00 +2.254036009406810592e+00 +1.617442201930614942e+00 +1.108510805496237595e+00 +1.565220159888696116e+00 +1.725549350633841073e+00 +1.639945945719823328e+00 +1.550186994948703045e+00 +1.428221025042198278e+00 +2.254292197327231406e+00 +1.573042609430288508e+00 +1.150746017964536350e+00 +1.565321346229772814e+00 +1.691208648652818169e+00 +1.825226721181664402e+00 +1.808354518812706146e+00 +1.562458879796558620e+00 +2.014295346245155827e+00 +1.239375742900222122e+00 +1.311265856076637704e+00 +1.321152866635088685e+00 +1.767545768266813866e+00 +1.516966175143167561e+00 +1.063205382924223841e+00 +1.006690976608339838e+00 +1.304981478018866881e+00 +1.445986272598574374e+00 +1.548501813166360819e+00 +1.502916378818540011e+00 +1.687779151366953556e+00 +1.280473659551816468e+00 +1.367213198407924324e+00 +4.121804042025345893e+00 +1.431052970840141825e+00 +1.453103881929934005e+00 +1.790133110947650152e+00 +1.521492656676443289e+00 +1.097616746826467704e+00 +1.526819932059851226e+00 +1.941364971421037922e+00 +1.441684430013673079e+00 +2.332281486178246155e+00 +1.283605433373679716e+00 +1.411578118504010604e+00 +1.418396874130863239e+00 +1.201443958813726454e+00 +1.857927386285695093e+00 +1.405471362282312953e+00 +1.672674148674218486e+00 +1.294551864672705221e+00 +1.697474273663857502e+00 +1.589697632367020219e+00 +1.362628770018574187e+00 +1.402225915452191884e+00 +3.450239070267720365e+00 +1.716983936680321676e+00 +1.280349089374723803e+00 +1.583063174289819131e+00 +1.407309416912028155e+00 +1.436515181945281938e+00 +1.354545479660430374e+00 +1.480389472954300345e+00 +1.261202637250832481e+00 +1.398924216174265212e+00 +2.039152223197874036e+00 +1.465276169471756873e+00 +1.026796650942131350e+00 +1.531533705119926481e+00 +1.361389887839131063e+00 +1.689747159280798883e+00 +1.330832184382657601e+00 +1.464376110242909590e+00 +1.621286902716711609e+00 +1.472645457911553990e+00 +1.526075052812203126e+00 +1.204319358813933150e+00 +2.261690466475855033e+00 +1.467359146296487893e+00 +1.263178820240575817e+00 +1.690884124635459784e+00 +1.448308656191130694e+00 +2.140967857835974542e+00 +1.082624795478466240e+00 +1.625308117397338492e+00 +1.599327226704453153e+00 +1.472929269543740816e+00 +1.379733501487095282e+00 +1.069496419715946445e+00 +1.791307170589931275e+00 +1.718824481110800662e+00 +1.399381816918619847e+00 +1.513040625933186334e+00 +1.575148428275973345e+00 +1.457570691363272886e+00 +1.500292505223981721e+00 +1.742076178682161469e+00 +1.491930419954243803e+00 +1.494817181819826146e+00 +1.621345984532197804e+00 +2.006330151535927087e+00 +1.392799043288476923e+00 +1.406788387235003768e+00 +1.756734981712256172e+00 +1.472929269543740816e+00 +2.247989231972837842e+00 +1.270052719873149272e+00 +1.320599800640152921e+00 +1.657304426467433700e+00 +1.290102665961342154e+00 +1.268248970768148354e+00 +1.363400771828494840e+00 +2.526355332368552808e+00 +2.058666328585346150e+00 +1.330912667949277761e+00 +2.327271873116160350e+00 +1.475007333834376766e+00 +9.984593847348861573e-01 +1.578205411628509580e+00 +1.356468956821302640e+00 +1.759459515018548359e+00 +2.055827954103406796e+00 +1.408870075439594416e+00 +1.463549532935388697e+00 +1.280043777942012184e+00 +1.393380716392009333e+00 +1.475592278795311074e+00 +1.849098313615208156e+00 +1.576624954535787992e+00 +1.763877478586252323e+00 +1.259001940687767274e+00 +1.568316501959131415e+00 +1.440401329053187851e+00 +1.589697632367020219e+00 +1.500906175710525758e+00 +1.264971523904321771e+00 +1.350835132468958477e+00 +1.596123642867446790e+00 +1.630674563070385830e+00 +1.598561183100748906e+00 +1.330389127844014752e+00 +1.228435067157306548e+00 +1.623721798669009786e+00 +1.369246771729152101e+00 +1.481354204049694090e+00 +1.522232114087614718e+00 +1.382413799047455427e+00 +1.502499185867790743e+00 +1.427438059621827904e+00 +1.410116820041430685e+00 +1.328217462706362539e+00 +1.198641009459322504e+00 +1.157996037991622984e+00 +1.568328507577149367e+00 +1.406269979189985975e+00 +1.364946901777500443e+00 +1.307789773924241672e+00 +1.284800221435020262e+00 +1.305712971231827169e+00 +1.802218816948105484e+00 +1.337062804091424084e+00 +2.140168529956241628e+00 +1.244012669226400192e+00 +1.326381637876366426e+00 +1.360386473836129539e+00 +1.078526814721541882e+00 +1.675690554457830217e+00 +1.396014541431242151e+00 +1.663089618832714223e+00 +1.397001605485343134e+00 +1.305738644450059383e+00 +1.310052697163570201e+00 +1.588365294109649994e+00 +1.411019116173520160e+00 +1.363944706296905451e+00 +1.578051805362086668e+00 +1.118573324746520825e+00 +1.252446270724263400e+00 +1.577218023800298852e+00 +1.323809963340330853e+00 +1.756734981712256172e+00 +1.165912984189105828e+00 +1.288934048749666772e+00 +1.581158682005536775e+00 +1.293949507111960884e+00 +1.326267859354175016e+00 +1.454572610332405702e+00 +1.589697632367020219e+00 +1.344141327690323351e+00 +1.962412159135126899e+00 +1.253720059389578978e+00 +1.419875625981816825e+00 +1.155508972959751191e+00 +1.419856675373878829e+00 +1.579272149081575094e+00 +1.523422534435759701e+00 +1.330920504831723861e+00 +1.580111669610289482e+00 +1.531420217347132962e+00 +1.318990923121774017e+00 +1.678408032188357879e+00 +1.638332417834575949e+00 +1.463549532935388697e+00 +1.472668598510821880e+00 +1.512688360744135707e+00 +1.138069238600579069e+00 +1.332109817923267769e+00 +1.266569273479717594e+00 +1.202748370911294273e+00 +1.320611814393529926e+00 +1.722667122357322000e+00 +1.338163221193340746e+00 +1.282195659305287450e+00 +1.524044162030008920e+00 +1.435053535780227207e+00 +1.589697632367020219e+00 +1.754501393654315677e+00 +1.300238275372905150e+00 +1.366153611994093353e+00 +1.365901076630819944e+00 +1.510934224576359952e+00 +1.472709950877842289e+00 +1.649889529137269051e+00 +1.835651644287978002e+00 +1.784928633013102228e+00 +1.479917062506444836e+00 +1.969262474278110631e+00 +1.332264833798539883e+00 +1.473935783935772292e+00 +1.851065721146675003e+00 +1.845482370333677125e+00 +1.354160906388969465e+00 +1.674121162127789830e+00 +1.370313634209701092e+00 +1.428792050711493289e+00 +1.630674563070385830e+00 +2.261690466475855033e+00 +1.089614194539024083e+00 +1.633932868079568834e+00 +1.803206077977748123e+00 +1.332078885187620187e+00 +1.449312500095572886e+00 +1.363672730971003944e+00 +1.354974176778384276e+00 +1.181081268979994547e+00 +1.639609542589994362e+00 +1.763269291992877186e+00 +1.525479911992704274e+00 +1.690628664997390729e+00 +1.460107134638008120e+00 +1.090257805681076775e+00 +1.324768200331511991e+00 +1.841767709870197223e+00 +1.389887805042704372e+00 +1.424327688237482903e+00 +1.491362747551562506e+00 +1.426530212335435976e+00 +1.368221530070577785e+00 +1.115223655888271992e+00 +1.275023056421694889e+00 +2.158762519522937851e+00 +1.566984432730620824e+00 +1.353221067126412436e+00 +1.410854436493067965e+00 +1.341659912440420044e+00 +1.583935239086990521e+00 +1.591390583927250191e+00 +1.438154784833855615e+00 +1.366783411268883697e+00 +1.186751097750132544e+00 +1.307233887015947005e+00 +1.979976520604452617e+00 +1.559724338285555234e+00 +1.234833742002329871e+00 +1.143336328587167827e+00 +2.823909775867349481e+00 +1.388367347503674409e+00 +2.146717571130380975e+00 +1.540246791913958191e+00 +1.230035738941438694e+00 +1.270081760328437781e+00 +1.388557165601866927e+00 +1.611270212224397369e+00 +1.390753261409102493e+00 +1.544649018012762554e+00 +1.303890845292279721e+00 +1.363538894272323887e+00 +1.219794675382203764e+00 +1.297148571233336156e+00 +1.796195072834692041e+00 +1.382255512147487764e+00 +1.352070486754342937e+00 +1.237452993103460130e+00 +1.032418573542287277e+00 +2.205068477785346204e+00 +1.433414149603343901e+00 +1.507363655748946485e+00 +1.392672196054220990e+00 +1.459157390715787983e+00 +1.658417031693787180e+00 +1.589697632367020219e+00 +1.237659893824577750e+00 +1.214353214688088656e+00 +1.464373374283894691e+00 +2.158139983324446121e+00 +1.138069238600579069e+00 +1.403429512859787565e+00 +1.141003292585551776e+00 +1.500723638121058912e+00 +1.264328542026802893e+00 +1.253021661780415741e+00 +1.230727309836950667e+00 +1.369726050993961053e+00 +1.361270979101178114e+00 +1.219398815089647314e+00 +1.296332228742087977e+00 +1.200965079581791883e+00 +1.467475749014511166e+00 +1.443766457845114815e+00 +1.338426513688844466e+00 +1.989898573241987378e+00 +1.314809343745963588e+00 +1.557931124619585717e+00 +1.426847682309102083e+00 +1.331885578641234247e+00 +1.480644933563326049e+00 +1.487340133128100206e+00 +1.638019039256533915e+00 +1.385951105196866706e+00 +1.479197221203556012e+00 +1.331542005483058233e+00 +1.533459467012633581e+00 +1.657513397210081507e+00 +1.483709514016041453e+00 +1.557698559948150319e+00 +1.312964730629971655e+00 +1.704905460262537531e+00 +1.472910250576177305e+00 +1.363153256220108744e+00 +1.201753864229900159e+00 +1.391894650657874877e+00 +1.242837662917551711e+00 +1.333497646692237026e+00 +1.797873462073745543e+00 +2.070847633868950766e+00 +1.070068514464537657e+00 +1.202875278979291807e+00 +1.143606612340263951e+00 +1.224473664548511920e+00 +1.330816394213094611e+00 +1.246868110779786321e+00 +1.108969493743231283e+00 +1.815340716745438954e+00 +1.441774265608160022e+00 +1.315945501059076150e+00 +1.384704510739446448e+00 +1.608216343707312035e+00 +1.475790201424942438e+00 +1.887926870745246788e+00 +1.557222434464009098e+00 +1.704949761641259443e+00 +1.297148571233336156e+00 +1.143606612340263951e+00 +1.324475885715472145e+00 +1.253198233720780763e+00 +1.450558188649750946e+00 +1.921918003146203091e+00 +1.882510760797181604e+00 +1.489013390992312225e+00 +1.413981287890557326e+00 +1.292176279272119643e+00 +1.401753437573262318e+00 +1.888663185474705131e+00 +1.991684876147274963e+00 +1.409791320007315107e+00 +1.557698559948150319e+00 +2.080201428195593394e+00 +1.334445268784648420e+00 +9.933903258372112077e-01 +1.314329834097534899e+00 +1.271425186800129836e+00 +1.488963361573709676e+00 +1.460125991753898234e+00 +1.487261193074054688e+00 +1.349587515643506208e+00 +1.428883569895333494e+00 +2.126623350662967482e+00 +1.253697164965004163e+00 +1.670169886878404952e+00 +1.374137516963827466e+00 +1.244838381476213840e+00 +1.817815945901557484e+00 +1.302177894826712645e+00 +2.338616034161049129e+00 +1.399945256678833516e+00 +1.487349037097786209e+00 +1.341218069241719490e+00 +1.507647674450396380e+00 +1.423111681761596969e+00 +2.852557389024831025e+00 +1.579382358956138432e+00 +1.316217294228835044e+00 +1.467435594024848911e+00 +1.313182244349036409e+00 +1.629508984148714035e+00 +1.676343150664919790e+00 +2.035788730368444988e+00 +1.601633922558420409e+00 +1.397733206497115077e+00 +1.330735396536510962e+00 +1.199734222030727437e+00 +1.722474976433247207e+00 +1.756734981712256172e+00 +1.636816892387670919e+00 +1.365911782314512379e+00 +3.450239070267720365e+00 +1.289398900054941066e+00 +1.239375742900222122e+00 +1.837299266017446087e+00 +1.371005167407474801e+00 +1.457539220717009698e+00 +1.451202409304471530e+00 +1.187707366151265376e+00 +1.532468073284178445e+00 +1.742446107609104899e+00 +1.361671025209233221e+00 +1.765741992200418053e+00 +1.194881124385652527e+00 +1.306473352820631817e+00 +1.255506214644668717e+00 +1.314534112198401772e+00 +1.378460868840164721e+00 +1.870604639204856312e+00 +1.416903090948778754e+00 +1.337848581936981418e+00 +1.323562204427375377e+00 +1.403143202309678372e+00 +1.258648672821522041e+00 +1.465645369795751662e+00 +1.293518934036029577e+00 +1.494883216442900675e+00 +1.339885233139071374e+00 +1.814161618754212668e+00 +1.459242941935343651e+00 +1.687543174439198879e+00 +1.396338961717972893e+00 +1.395490888886577352e+00 +1.171053526302060277e+00 +1.289707708163149391e+00 +1.764313490472574131e+00 +1.602460924825415134e+00 +1.652054533287795834e+00 +1.331481308128104502e+00 +2.001665079314079776e+00 +1.487952909576826244e+00 +1.484859251192553131e+00 +1.376745842342486981e+00 +1.400389308382301579e+00 +1.379620707761745280e+00 +1.360041364626113136e+00 +1.340581477907058172e+00 +1.430544927199335348e+00 +1.802078507000743457e+00 +1.192868142198079795e+00 +1.446432215925220532e+00 +2.205817201413708517e+00 +1.379127242442621082e+00 +1.334405633630368015e+00 +1.369103736379386760e+00 +1.560132026964097918e+00 +1.332923868809693602e+00 +1.466800978972869984e+00 +1.477919287102821500e+00 +1.817592681844573121e+00 +1.424690722892322015e+00 +1.289076250349324937e+00 +1.342321630691799328e+00 +8.758967823937666708e-01 +1.515718490699171639e+00 +3.180732925135643541e+00 +1.963824270976417097e+00 +1.286371218517075476e+00 +1.476200928989314320e+00 +1.742056440466484446e+00 +1.357857186916788805e+00 +1.356905042864191557e+00 +1.560162285705374074e+00 +1.439902114399544075e+00 +1.333403783576613932e+00 +1.321731533882015697e+00 +1.392829308423110035e+00 +1.667121451247581376e+00 +1.524594624606343984e+00 +2.274970180500631045e+00 +1.236245847467230874e+00 +1.178090162579792377e+00 +1.809868154612914282e+00 +1.426140838035962588e+00 +1.521229949364297340e+00 +1.870931806335960346e+00 +1.263398703198035378e+00 +1.508663906320734327e+00 +1.390525599188990213e+00 +1.011718922688118028e+00 +1.386077977152872620e+00 +1.198889721364025718e+00 +1.068642321239948956e+00 +1.453227511138010186e+00 +1.283605433373679716e+00 +1.279253191530443701e+00 +1.266295239395603289e+00 +1.511533089563258159e+00 +1.932970150101837703e+00 +1.388269469957037927e+00 +2.261690466475855033e+00 +1.370754482063290425e+00 +1.152353290935451469e+00 +1.752143426790809144e+00 +1.254008661897273669e+00 +1.922967390979721358e+00 +1.364385133573492226e+00 +1.267844385635413573e+00 +1.589697632367020219e+00 +1.397821763689179875e+00 +1.469827173487665561e+00 +1.554544613697046884e+00 +1.534834219635484942e+00 +2.102403952519836139e+00 +1.589697632367020219e+00 +1.137221774570960520e+00 +1.690628664997390729e+00 +1.597603861088686017e+00 +1.375599472693501468e+00 +1.465351221379947333e+00 +1.283605433373679716e+00 +1.410218485775516228e+00 +1.511374047628684991e+00 +1.258277138340346823e+00 +1.408870075439594416e+00 +1.258595869837634496e+00 +1.635968912699780731e+00 +1.289065104595337630e+00 +1.262168147120178219e+00 +1.326076091956259972e+00 +1.242085357534108425e+00 +1.346505665327825341e+00 +2.064550353314629660e+00 +2.794863328327764407e+00 +1.461092590303863403e+00 +1.597081465426612112e+00 +1.458662631352382277e+00 +1.734070427885100685e+00 +1.471423311939247469e+00 +1.611247242882726027e+00 +1.320315165387519585e+00 +1.262606797604647113e+00 +1.997754296826840914e+00 +1.682979619626266299e+00 +1.388619719291440902e+00 +1.978929484125018234e+00 +1.639071420876284435e+00 +1.245055120361527656e+00 +9.106460903997799505e-01 +4.252341941735977571e-01 +1.361514081562056333e+00 +1.305268876679477330e+00 +2.980282335659907744e+00 +1.357497293689156947e+00 +1.473818808398135616e+00 +1.230525129322316502e+00 +1.301166200270998274e+00 +1.205310624323395530e+00 +1.411180626135973171e+00 +1.906131392473952246e+00 +1.169302422569714395e+00 +1.403533694655685338e+00 +1.580433848302185140e+00 +1.268479571413735130e+00 +1.350628845498007990e+00 +1.605109955139170097e+00 +1.268368221746712265e+00 +1.423610628934625311e+00 +4.053022338883096154e+00 +1.368633402593317783e+00 +1.436424404347448558e+00 +1.336880766966743295e+00 +1.745868731064142310e+00 +1.073275342460760839e+00 +1.098914192631241349e+00 +1.209359771889943147e+00 +1.317268776089065341e+00 +1.418396874130863239e+00 +1.479197221203556012e+00 +2.085538640450977255e+00 +1.322058771345616890e+00 +1.731845425422321227e+00 +1.538609865292798418e+00 +1.333113631865046500e+00 +1.547864699782834919e+00 +1.229723594371236572e+00 +1.805769729421172087e+00 +1.344514478823612080e+00 +1.461811833098565216e+00 +1.228435067157306548e+00 +1.329619390048705441e+00 +1.670137158800642396e+00 +1.507019208184097181e+00 +1.295576311629787369e+00 +1.505136530516871574e+00 +1.525816137210284751e+00 +1.391769086078284090e+00 +1.544051817271622440e+00 +1.145962197692298901e+00 +1.658340365049582488e+00 +1.276554190076033990e+00 +1.541530828892653915e+00 +1.371461397549040839e+00 +1.583312056981405647e+00 +1.472817069099853882e+00 +1.651193333467716684e+00 +1.850696600882699272e+00 +1.292066110553804492e+00 +1.463767852610992293e+00 +1.446634660345466727e+00 +1.433363311354227676e+00 +2.924159356900645435e+00 +2.093040353663127462e+00 +1.222954644443554173e+00 +1.298872283347819234e+00 +2.398888646695006344e+00 +1.573408477672366246e+00 +2.224531388490170514e+00 +1.631441943818543905e+00 +1.362958052077217985e+00 +1.290714412891830420e+00 +1.426127436264010839e+00 +1.433078196616953903e+00 +2.263634690412878570e+00 +1.552938323810678867e+00 +1.330605051405349570e+00 +1.310143921121856181e+00 +1.404423988442971449e+00 +1.450558188649750946e+00 +2.026282427671631581e+00 +1.280043777942012184e+00 +2.662303511533025357e+00 +1.259874348761385932e+00 +1.348133778710767672e+00 +1.580753555600466598e+00 +1.354178370361623251e+00 +1.425721333531598134e+00 +1.220871920299515523e+00 +1.429190145844621895e+00 +1.641554124546942717e+00 +1.503721522680386613e+00 +1.477919287102821500e+00 +1.815506033706526523e+00 +1.528194285029869093e+00 +1.355481116720596901e+00 +1.356891007125042847e+00 +1.392636235337548101e+00 +1.070068514464537657e+00 +1.450058142194386335e+00 +1.397733206497115077e+00 +1.280211350857598518e+00 +1.380628843501057190e+00 +1.896810952495002311e+00 +1.343321444980048796e+00 +1.551845495073095549e+00 +2.971479246197034740e+00 +1.263267122372994322e+00 +1.364866271883180104e+00 +1.307416386690846366e+00 +1.405594468513015727e+00 +1.712624977209266319e+00 +1.967289700235745897e+00 +1.216713562776064350e+00 +1.183460919713738235e+00 +1.876371427349369014e+00 +1.568676983628719768e+00 +1.378285677456759117e+00 +1.357497293689156947e+00 +1.627999010874091823e+00 +1.500326644615199712e+00 +1.326259831988735982e+00 +1.518753181671868902e+00 +1.564223743806749667e+00 +8.986192492186404479e-01 +1.567569595415875483e+00 +1.356909687854297886e+00 +1.279575636220997126e+00 +1.536351242767949543e+00 +1.348714553096314717e+00 +8.998854015787856042e-01 +1.466350847095370113e+00 +1.416459081518937069e+00 +1.656915268394499208e+00 +1.486676821452213915e+00 +1.654513799743256186e+00 +2.006892520204033303e+00 +1.436445681558488729e+00 +1.472929269543740816e+00 +1.425706956665777625e+00 +1.509362169271028620e+00 +1.435550264108947260e+00 +1.396922059445749653e+00 +1.520623273584561730e+00 +1.513719065495173766e+00 +1.402527173013240258e+00 +1.327314636099110601e+00 +1.606496252172775030e+00 +1.330963006761059830e+00 +1.407309416912028155e+00 +1.189124987355910434e+00 +1.392766784682521575e+00 +1.133487887259789773e+00 +1.616653285424831665e+00 +1.399850707196577559e+00 +1.472968388981044541e+00 +1.310233224246303507e+00 +1.597372128796237689e+00 +2.485771242332475595e+00 +1.110412358222617968e+00 +1.350666712301844541e+00 +1.650644955371262768e+00 +1.171596396266579632e+00 +1.205874762332783234e+00 +2.078823707355610395e+00 +1.148119806175941449e+00 +1.406446136945916692e+00 +1.538992589690124646e+00 +1.269196936451550073e+00 +1.561982718808231141e+00 +1.618973016294773970e+00 +1.084290479246192263e+00 +1.422511565871232619e+00 +1.508903235729981418e+00 +1.077607918513820096e+00 +1.288596583957257735e+00 +1.327103761811642357e+00 +1.625304638137023971e+00 +1.761748879767282006e+00 +1.489834435250585898e+00 +1.474106652956749031e+00 +1.301793864534943168e+00 +1.334730166962145859e+00 +1.172132613451566385e+00 +1.535908465047143068e+00 +1.477919287102821500e+00 +1.148499029333777344e+00 +1.706005260060180717e+00 +1.310029241716954118e+00 +1.633116836307934250e+00 +1.743302758518126439e+00 +1.921144970673829278e+00 +1.579119466907201286e+00 +1.541824649911873735e+00 +1.548377351071280827e+00 +2.274252367283779108e+00 +1.392247044135800138e+00 +1.552773213024977395e+00 +1.074563462054129559e+00 +1.578239721251421201e+00 +3.601194559657130867e+00 +4.121804042025345893e+00 +1.601892994674464887e+00 +1.341241496005679323e+00 +1.740687581057130728e+00 +1.077607918513820096e+00 +1.210396692016232123e+00 +1.461113563842204144e+00 +1.609293671049762509e+00 +1.867626988781807995e+00 +1.113506647688666362e+00 +1.546202644914792756e+00 +1.411427055602949565e+00 +1.408391859257690726e+00 +1.429801290801876235e+00 +1.589697632367020219e+00 +1.387789547966448822e+00 +1.589697632367020219e+00 +1.308039637679769385e+00 +1.103489276654755713e+00 +1.339988858528258220e+00 +1.630853936779367075e+00 +1.754535015616177418e+00 +1.120176236449921703e+00 +1.404224414991645631e+00 +1.638849731037623769e+00 +1.552384261642636432e+00 +1.325982660059111140e+00 +1.288253602433968581e+00 +1.224326768119809117e+00 +1.370119711996096612e+00 +1.524462260558379967e+00 +1.238474523961315299e+00 +1.320936849970934190e+00 +3.229875168241349570e+00 +1.356023949408289297e+00 +1.310143921121856181e+00 +1.826252812746730569e+00 +1.487373325521957668e+00 +1.218709998639553760e+00 +1.639095396320534803e+00 +1.451063646473144786e+00 +1.586912446629554552e+00 +1.501418422249351181e+00 +1.277726590231559101e+00 +1.572792132262179621e+00 +1.204140658407901299e+00 +1.334700990481564986e+00 +1.442076445236224913e+00 +1.512537085307300799e+00 +1.240743680225122603e+00 +1.986771281743031636e+00 +1.367012726595113747e+00 +1.510567303794232430e+00 +1.496984861641877274e+00 +1.694315476723119218e+00 +1.742115402391945622e+00 +1.164343642223528263e+00 +1.756668757416569804e+00 +1.310676470333945076e+00 +1.743745423908677594e+00 +1.589697632367020219e+00 +1.266935201611062212e+00 +1.180596266576543485e+00 +1.542253162275862621e+00 +3.134093703529458708e+00 +1.392781563972540937e+00 +1.022575668951290595e+00 +1.214581323209316110e+00 +1.446306718771623423e+00 +1.307674147694534383e+00 +1.563352192086341574e+00 +3.115314363826399813e+00 +1.143606612340263951e+00 +1.382215706472315730e+00 +1.396174325864080856e+00 +1.450367670774980411e+00 +1.360610574095574066e+00 +2.212172300081462595e+00 +1.617921123014724571e+00 +1.361314312061786325e+00 +2.032812329396300299e+00 +1.264931426916255930e+00 +1.626592401436454338e+00 +1.503959800268006575e+00 +1.259931000040779736e+00 +1.701472591331892659e+00 +1.524422452198919586e+00 +1.456128487518128622e+00 +1.124744918792089265e+00 +1.595396641264585469e+00 +1.323522411979666913e+00 +1.416379808811029761e+00 +1.522546305060252791e+00 +1.403341866144756978e+00 +1.535579353702075878e+00 +1.326596139526635909e+00 +1.584814563230651174e+00 +2.073129535430368264e+00 +1.334679442769612479e+00 +1.418928976748347282e+00 +1.867773618217427156e+00 +1.572002503289013475e+00 +1.359936500934267656e+00 +1.477574848514052519e+00 +1.396320831821583397e+00 +1.174562673567592697e+00 +2.198080183664472997e+00 +1.428355868822649200e+00 +1.382720762579054963e+00 +1.322217802313687685e+00 +1.328147243988624382e+00 +1.267160057262955775e+00 +1.547546677169727047e+00 +1.274358038997263520e+00 +1.106399124886706886e+00 +1.529418011372300157e+00 +2.572162768067791205e+00 +1.550838677273944199e+00 +1.410617041472718824e+00 +2.058159995039837042e+00 +1.220485035902420634e+00 +1.777752188812385725e+00 +1.300660446039401563e+00 +1.399387707930507929e+00 +1.341218069241719490e+00 +9.874564175841484825e-01 +1.257392464423496392e+00 +1.926497054152861210e+00 +1.497406443003740151e+00 +1.638019039256533915e+00 +1.681058304656588120e+00 +1.510212446509591189e+00 +1.568180297361280395e+00 +1.301015763295737315e+00 +1.552496518638932343e+00 +1.535439639460655314e+00 +1.479197221203556012e+00 +1.232834146736564662e+00 +1.391407613150946077e+00 +1.345066650251737883e+00 +1.526682693236260491e+00 +1.404174542680650006e+00 +1.416557679453859464e+00 +1.382593614318693653e+00 +1.359678542647415611e+00 +1.636345592934077331e+00 +1.436048082742985343e+00 +1.283095310282810431e+00 +1.188697452831739554e+00 +1.450558188649750946e+00 +1.518305884518618143e+00 +2.057620341446742884e+00 +1.242843292134196531e+00 +2.135831462165569405e+00 +1.247059110398851089e+00 +1.237379495786456118e+00 +1.558340934821970336e+00 +1.784824064744483962e+00 +1.817534895214251378e+00 +1.385405710413834868e+00 +1.828190270304794751e+00 +1.526233639638434170e+00 +1.436765655818973642e+00 +2.919159428323723660e+00 +1.311094937776914549e+00 +1.405216596707305143e+00 +1.768400539881284317e+00 +1.331817004272167537e+00 +1.155508972959751191e+00 +1.323138773108134103e+00 +1.576213068896905156e+00 +1.491932213963025333e+00 +1.696523074730080793e+00 +1.538932500668529713e+00 +1.319953527658867642e+00 +1.499772790895711694e+00 +1.289020760888512029e+00 +2.982035164407022876e+00 +1.589697632367020219e+00 +1.269267045075807232e+00 +1.572002503289013475e+00 +1.494817181819826146e+00 +8.588848210720883003e-01 +1.352131097426777728e+00 +1.489971264565724596e+00 +1.626591378760338102e+00 +2.057807788617637357e+00 +1.330304618991291932e+00 +1.336880766966743295e+00 +1.574572326988459281e+00 +1.410605069003679546e+00 +1.620553209223302815e+00 +1.392672196054220990e+00 +1.448718209021713221e+00 +1.386079738046078091e+00 +1.234370960951210350e+00 +1.334091464885204914e+00 +1.860641427296187089e+00 +1.803712008333206995e+00 +1.330832184382956029e+00 +1.549722637496245170e+00 +1.342321630691799328e+00 +1.407715945377049138e+00 +1.467804486664860519e+00 +1.566405428977589054e+00 +1.996254591505874032e+00 +2.024231478635940107e+00 +1.317351513388913986e+00 +1.189791250274339518e+00 +1.863612227184901826e+00 +1.564602431691625384e+00 +1.764391017909929360e+00 +1.308094268177015351e+00 +1.717017689087725785e+00 +1.553834077255153545e+00 +1.578233048635205193e+00 +1.579272149081575094e+00 +1.433961284933104707e+00 +1.045727534440402451e+00 +1.411386125173407891e+00 +1.752744793668135515e+00 +1.194272783770948365e+00 +1.395482491219738108e+00 +2.190140799485575940e+00 +1.337941465610263947e+00 +1.488561626023013673e+00 +1.328378922428726128e+00 +1.248124411937240552e+00 +1.443331791565682920e+00 +1.722559167650771883e+00 +1.487279736490478399e+00 +1.589697632367020219e+00 +1.422598426932601967e+00 +2.516566026986524207e+00 +1.088265017734329376e+00 +1.373266704756119339e+00 +1.143348556500995983e+00 +1.085596255277891942e+00 +1.385601665771787339e+00 +3.009774233280900546e+00 +1.586814715147667698e+00 +1.297727003468850171e+00 +1.476935350843902484e+00 +1.333398020215284419e+00 +1.401258444785739243e+00 +1.357573862426484368e+00 +1.427438059621827904e+00 +1.512691064045554867e+00 +1.302934324890571816e+00 +2.004178627306693272e+00 +1.378186251148463271e+00 +1.275082031552898343e+00 +1.237420467859472240e+00 +1.237659893824577750e+00 +1.642701644368600000e+00 +1.330524565983239427e+00 +1.390440401966039019e+00 +2.086410134757230139e+00 +1.177097199841433905e+00 +1.413824967609336625e+00 +1.379697637829352175e+00 +1.519826899839756607e+00 +1.515718080808994728e+00 +1.236047453919539407e+00 +1.433389297852386335e+00 +1.292381334450965369e+00 +1.463658140153228260e+00 +1.085599029147388705e+00 +1.473063030709823806e+00 +1.393994886215388362e+00 +1.868972426349046145e+00 +2.170687074062236377e+00 +1.318807024846989862e+00 +1.771962382264753444e+00 +1.132993240367696330e+00 +2.239285748679726851e+00 +1.782855486007768775e+00 +1.207332666251232922e+00 +1.647846054706434415e+00 +1.288104132821729308e+00 +1.938662832619357346e+00 +1.489195853120804713e+00 +1.346355864250767809e+00 +1.295599274819309699e+00 +1.106682519333247683e+00 +1.396616270485480982e+00 +1.472929269543740816e+00 +1.143606612340263951e+00 +1.382593614318693653e+00 +1.271225871776678673e+00 +1.296194382368170750e+00 +1.665317824253477852e+00 +1.386031195405550420e+00 +1.831302589987117813e+00 +1.037501395332242282e+00 +1.432146417567167873e+00 +1.330832184382956029e+00 +1.699619430545126875e+00 +1.394020054987208823e+00 +1.309780257765481792e+00 +2.631081158677460508e+00 +1.060650307447744467e+00 +1.047370095381069177e+00 +1.422791361859310655e+00 +1.515737742561945822e+00 +1.290475200145365875e+00 +1.647098182184983273e+00 +1.644684262060366109e+00 +1.684898082299184807e+00 +1.479701724554715270e+00 +1.498634256470609216e+00 +1.392636235337548101e+00 +1.606568128104882476e+00 +1.355322856300702483e+00 +1.449444755581609456e+00 +1.559674519746607757e+00 +1.340988255110644900e+00 +1.265706735294742202e+00 +1.737870309044822648e+00 +1.697634284065912880e+00 +1.506756799099420618e+00 +1.683392023233622581e+00 +1.451001933166551794e+00 +3.296201696797155023e+00 +1.427438059621827904e+00 +1.894502321271531287e+00 +2.673836159316152816e+00 +1.676645439302774321e+00 +1.478814389282192110e+00 +1.486101605168485662e+00 +1.340422532486613250e+00 +1.421548896352305746e+00 +1.423613057203922949e+00 +1.687619156238241658e+00 +1.379081963857984761e+00 +1.484859251192553131e+00 +1.486101605168485662e+00 +1.023600219993426208e+00 +1.686373901283417354e+00 +1.294980368644019109e+00 +1.041834565449818228e+00 +1.452993821700601984e+00 +1.249746211454777267e+00 +1.906302132460766074e+00 +1.451063646473144786e+00 +1.415929513481700042e+00 +1.549361334224798270e+00 +1.304607731482278155e+00 +1.473319836065002164e+00 +1.367508533676527804e+00 +1.165249387167634154e+00 +1.402090419362608031e+00 +1.301165199675068607e+00 +1.526115860805646207e+00 +1.636879583019826612e+00 +1.544072733899000127e+00 +1.722727408481645739e+00 +1.379557992811811573e+00 +1.150342591239294165e+00 +1.264640554869401967e+00 +1.197362224242674245e+00 +1.826723245339394452e+00 +1.656915268394499208e+00 +1.513703024250844464e+00 +1.413006454081624952e+00 +2.070315361141027211e+00 +1.418375096392821888e+00 +1.484279625390570345e+00 +1.587696646093107233e+00 +1.388151718077097030e+00 +1.078688539358722664e+00 +1.808722821223639698e+00 +1.584826627513194808e+00 +1.504777878957177961e+00 +1.470868071235045704e+00 +1.471181626700555967e+00 +1.317959081223442297e+00 +1.323462726179606364e+00 +1.163144597591823981e+00 +1.474193901720340705e+00 +1.584524405487144350e+00 +1.753690380595244847e+00 +2.091711388183576048e+00 +1.351250496904441434e+00 +1.400757505853221119e+00 +1.700412024447743420e+00 +1.383005198691741100e+00 +1.454276891767690927e+00 +1.488344019173190702e+00 +1.544445314096464017e+00 +1.462062791334197698e+00 +1.267315690879549095e+00 +1.288080153935567296e+00 +1.976984120607227169e+00 +1.473138977137878669e+00 +1.926461439021693423e+00 +1.333949939105728788e+00 +1.234331119233203822e+00 +1.544051817271622440e+00 +1.363007839744227567e+00 +3.180732925135643541e+00 +1.284506572692578175e+00 +1.958011988348545174e+00 +1.262006106743228884e+00 +1.501016042899465219e+00 +1.794440198855625113e+00 +1.413775840313519438e+00 +1.589697632367020219e+00 +1.298186946795837571e+00 +1.263178820240575817e+00 +1.183806370095368266e+00 +1.354939111828358023e+00 +1.363585126150198334e+00 +1.261798786772864389e+00 +1.276554190076033990e+00 +1.512285811738642849e+00 +1.262530427041781422e+00 +1.266857193967567241e+00 +1.180261690711148503e+00 +1.391065770546688896e+00 +1.224311589251826149e+00 +1.447406598063068373e+00 +1.604269614215439788e+00 +1.545062261940458370e+00 +1.472765585164964364e+00 +1.852522787429990103e+00 +1.245743239594347074e+00 +1.493029418251097695e+00 +1.286530348258935419e+00 +1.423838935814657702e+00 +1.330832184382956029e+00 +1.254831851345088012e+00 +1.630201168387543476e+00 +1.298186946795837571e+00 +2.336471682391803029e+00 +1.476827805393604365e+00 +1.477280693355837116e+00 +1.345125771143528937e+00 +1.234545057157049541e+00 +1.391368967921238209e+00 +3.009774233280900546e+00 +1.191793848503479580e+00 +1.756734981712256172e+00 +1.368118060938769531e+00 +1.121899443432340604e+00 +1.228435067157306548e+00 +1.698464970327918877e+00 +1.354560145021096673e+00 +1.418160928764976347e+00 +1.297233035793006195e+00 +1.491813066458348658e+00 +1.477094557255028917e+00 +1.530151890751099586e+00 +1.269590833001615238e+00 +1.340533939593782975e+00 +1.671155959584417872e+00 +1.286757508279364970e+00 +1.418008340630812825e+00 +1.234953167632426130e+00 +1.398005004459761835e+00 +1.697578262860631071e+00 +1.362822592104677710e+00 +1.292381334450965369e+00 +1.382161275277773882e+00 +1.393956325105904170e+00 +3.609719231245819060e+00 +1.379582465036158112e+00 +1.280609260349734768e+00 +1.506251064224017000e+00 +1.330832184382956029e+00 +1.535347249898592281e+00 +1.516594551796735857e+00 +1.728613369865463767e+00 +1.586408591594562267e+00 +1.307408252545684491e+00 +1.783463662625429436e+00 +1.525641667797437151e+00 +1.374850164925426554e+00 +1.143606612340263951e+00 +1.731976209277746648e+00 +1.201827402911817444e+00 +1.857019722500496073e+00 +1.521656419947461814e+00 +2.102889982263022262e+00 +1.758339437709373954e+00 +1.364810739543855789e+00 +2.092541263368659088e+00 +1.396987302886273596e+00 +1.120480182460198648e+00 +1.501022964102048718e+00 +1.694038030082225532e+00 +2.152906539850206968e+00 +1.543007301449776492e+00 +1.446850592719243878e+00 +1.360399888507700439e+00 +1.577331035078145760e+00 +1.386744329980601265e+00 +1.347319091808088842e+00 +1.516177506123014496e+00 +1.257821133517026624e+00 +1.669385468890794755e+00 +1.222733512063058470e+00 +1.658685493278731826e+00 +2.130074858315779807e+00 +1.544571802226563761e+00 +1.775272231815961277e+00 +1.479197221203556012e+00 +1.463950077991334808e+00 +1.298514885523090356e+00 +1.463911403398540756e+00 +1.537178238023230392e+00 +1.197536513820438131e+00 +1.433005372355253826e+00 +1.171537006529305813e+00 +1.647753724526964447e+00 +1.421150831973164941e+00 +1.299223907070675921e+00 +1.381589141180306513e+00 +1.223397909847591336e+00 +1.245758678302081535e+00 +1.439008242606512056e+00 +1.562093726601148092e+00 +1.734330704355102171e+00 +1.425675317793007935e+00 +2.657135584742043477e+00 +2.008333902844796626e+00 +1.729253894121043800e+00 +1.341994022371061135e+00 +1.651827323374575940e+00 +1.367244124970753205e+00 +1.192121786906028547e+00 +1.481420724666620004e+00 +1.427692935263280560e+00 +1.865185532196164786e+00 +1.440253308057847903e+00 +1.057695696401339092e+00 +2.809033661395730519e+00 +1.405687530334290614e+00 +1.176259315580857390e+00 +1.343309457580090793e+00 +1.135491383330631265e+00 +1.581158682005536775e+00 +1.297771495915220896e+00 +1.069496419715946445e+00 +1.271540105795182285e+00 +1.283205653159704696e+00 +1.781695695565929327e+00 +1.215401529191254326e+00 +1.457368801829559857e+00 +1.361145115732632860e+00 +1.558597283236736075e+00 +1.227381678933952003e+00 +1.354683514988252568e+00 +1.330832184382956029e+00 +1.753136985824710337e+00 +1.405001386895293081e+00 +1.627695264633942429e+00 +3.477329130870458584e+00 +1.345752310442719590e+00 +1.201692327320827758e+00 +1.419885218723095477e+00 +4.006384575432889505e+00 +1.811395109645580703e+00 +1.557867376614190391e+00 +1.598561183100748906e+00 +1.398826321724584432e+00 +1.475470402891446042e+00 +1.387875832503155493e+00 +1.872448727520165335e+00 +1.653532246750053503e+00 +1.207923794556954533e+00 +2.026055185097575873e+00 +1.252208771607222104e+00 +1.293012120106396878e+00 +1.814671651726058599e+00 +1.469296796708064790e+00 +1.910040358913043690e+00 +1.605713861482250593e+00 +1.638019039256533915e+00 +1.560358777549694764e+00 +1.555916392556184746e+00 +1.464478828763702722e+00 +1.228303787780340883e+00 +2.089639310608248479e+00 +1.463309086743130649e+00 +2.019089807289162763e+00 +1.714167429291570954e+00 +1.393528617881059972e+00 +1.549076313105445024e+00 +1.481438410120048843e+00 +1.351803737975401987e+00 +1.407309416912028155e+00 +1.401753044822541483e+00 +1.302045545323309739e+00 +1.325336941964728510e+00 +1.409338695490326643e+00 +1.491831626925161913e+00 +1.405951411104197746e+00 +1.602574296678795918e+00 +2.002344028269462228e+00 +1.395482491219738108e+00 +1.396384931711423860e+00 +1.477752773923455720e+00 +1.312419162982791931e+00 +1.485095052694184403e+00 +1.493433733814185871e+00 +1.542702107632351272e+00 +1.431053684829976191e+00 +1.779040798252154332e+00 +1.324779378917973816e+00 +1.281240542327950038e+00 +1.479197221203556012e+00 +1.388810142154667915e+00 +1.425391934365180191e+00 +1.423350089396194562e+00 +1.603233382933510143e+00 +1.557416394647063385e+00 +2.101902213127090135e+00 +1.311248889557788289e+00 +1.470081022153465256e+00 +1.418099296044694313e+00 +1.375056568480182762e+00 +1.320514021122832560e+00 +1.562591040387601993e+00 +1.404352310473193199e+00 +2.254566465620875704e+00 +1.486377165165862380e+00 +1.326640142304917447e+00 +1.490573906358733325e+00 +1.287489857339323862e+00 +1.474185925832593114e+00 +1.907120127199995352e+00 +1.323073555311623295e+00 +1.285683923543814444e+00 +1.479197221203556012e+00 +1.603390192577933249e+00 +1.148289179702942420e+00 +2.351160364112189427e+00 +1.277568442213969035e+00 +1.312964730629971655e+00 +1.121388908347739743e+00 +2.548213293504588250e+00 +1.222625825121795629e+00 +1.441283525999523363e+00 +1.459981885748788955e+00 +1.489740359095399924e+00 +1.432508888767202393e+00 +2.086410134757230139e+00 +1.264072120359742257e+00 +1.471731078415778882e+00 +2.195264693492049446e+00 +1.698741589227388715e+00 +1.491864424717618931e+00 +1.237452993103460130e+00 +1.342958101782329550e+00 +1.169010742726896979e+00 +1.102539089049770382e+00 +1.550909459906833376e+00 +1.407230090614959295e+00 +1.249346507690908936e+00 +1.077607918513820096e+00 +1.483897542701555494e+00 +1.369138583844566881e+00 +1.558329572273308372e+00 +1.289398900054941066e+00 +1.247911156187470283e+00 +1.392492917950718834e+00 +1.570797578784194570e+00 +1.364637635458038289e+00 +1.789949664969491039e+00 +1.215239386461732352e+00 +1.343040230581010519e+00 +1.714169604014188053e+00 +2.109881150607023415e+00 +3.935774455875190370e+00 +1.368118060938769531e+00 +1.356935989514312269e+00 +1.589697632367020219e+00 +1.457770635495776901e+00 +1.283081247652866352e+00 +1.709744279830886171e+00 +2.212068278288001011e+00 +1.338172861129820035e+00 +1.760501158162639967e+00 +1.181006699250815473e+00 +1.402984355622407975e+00 +1.319046366236712231e+00 +1.320534700324017763e+00 +1.821626157878256436e+00 +9.599556879636423901e-01 +1.515737742561945822e+00 +1.471423311939247469e+00 +2.228858459619004861e+00 +1.465792098928375253e+00 +1.981681270627674962e+00 +1.390163580342992589e+00 +1.549548056671454788e+00 +1.252908524866455764e+00 +2.645212375373674263e+00 +1.358649500773800867e+00 +1.541598510091709784e+00 +1.979976520604452617e+00 +1.449775579944365234e+00 +1.328447769792433064e+00 +1.120048087592778074e+00 +1.948078783476802300e+00 +1.888965101765492705e+00 +1.413257181870172019e+00 +1.391894650657874877e+00 +1.217278084324220799e+00 +1.434560393998452810e+00 +1.265729349407116899e+00 +1.417988883223827656e+00 +1.292692576481996980e+00 +1.513905321790524283e+00 +1.170630212222874889e+00 +1.285359807662501908e+00 +1.306330057671331701e+00 +1.213747923705142284e+00 +1.399873214391519127e+00 +1.234833742002329871e+00 +1.323571747816572497e+00 +2.058159995039837042e+00 +1.466152232959188950e+00 +1.401940098640295673e+00 +1.375075590406652282e+00 +1.294604820226822994e+00 +1.388656323786378266e+00 +3.601194559657130867e+00 +1.424484130632563961e+00 +1.471475266214845590e+00 +1.541504122643829078e+00 +1.422249021812817205e+00 +1.214041844128786352e+00 +1.334783258474118384e+00 +1.330832184382956029e+00 +1.352301406067333289e+00 +1.516213367058085737e+00 +1.430689031488761032e+00 +1.187618334589032543e+00 +1.340107163311529348e+00 +1.259971102761127781e+00 +1.667895384518722324e+00 +1.925953688494871585e+00 +1.204876018972242946e+00 +3.009774233280900546e+00 +1.127059383237806856e+00 +1.405105405282654374e+00 +1.466914658997339416e+00 +1.220287557423077374e+00 +1.332380740160040489e+00 +1.436253366341517790e+00 +1.626791949581594565e+00 +1.720596904589996257e+00 +1.427438059621827904e+00 +1.308651077569294330e+00 +1.481122304020829006e+00 +1.297953512755981365e+00 +1.447332552107454262e+00 +1.660276259711189084e+00 +1.337384372980700675e+00 +1.518305884518618143e+00 +1.329681437876239158e+00 +1.579114826116239101e+00 +1.283053750572413776e+00 +1.447943456615760738e+00 +1.424997448496661434e+00 +1.235351355862597700e+00 +1.277976092093069838e+00 +1.835773146768460151e+00 +1.367731860509493913e+00 +1.399885284190105494e+00 +1.150949254189939097e+00 +1.383302444262440645e+00 +1.479558560472824524e+00 +1.706005260060180717e+00 +2.581968150403035622e+00 +1.453492315152061565e+00 +1.310522913031803682e+00 +1.343309457580090793e+00 +1.668713870915006225e+00 +1.318655724206607260e+00 +2.181559412230242856e+00 +1.485952842471192525e+00 +1.638019039256533915e+00 +1.138996201722363821e+00 +3.109632746720805585e+00 +1.250199517009320971e+00 +1.668281850447414172e+00 +1.491481276848105608e+00 +1.406912685804940111e+00 +1.409075482080638153e+00 +1.510656032432450502e+00 +1.746774011344996325e+00 +1.429677331638878002e+00 +1.450173452077976322e+00 +2.264508988377897936e+00 +1.879779427724955099e+00 +1.589593785221026678e+00 +1.272483149495002408e+00 +1.038768291918557907e+00 +2.169728179805900936e+00 +1.240076441030396381e+00 +1.392569623265650591e+00 +1.377925751166344526e+00 +1.348602148081667451e+00 +1.635038865476957426e+00 +1.383005198691741100e+00 +1.518724652637992278e+00 +1.263971304796029926e+00 +1.603396043971223150e+00 +1.596906023249673012e+00 +1.334994157128647885e+00 +1.276703122794650369e+00 +1.525547336108601826e+00 +1.479576831902953415e+00 +1.292324920492163187e+00 +1.780852639265773973e+00 +1.266569081115051176e+00 +1.808354518812706146e+00 +1.513519237950674778e+00 +1.676668128654355883e+00 +1.483132165555225868e+00 +1.169587890914947081e+00 +1.327218108975046107e+00 +1.594575971354544208e+00 +1.490792908361378011e+00 +1.408518015518922084e+00 +2.209285873267432976e+00 +1.396796632570470820e+00 +1.556553062995746473e+00 +1.552938323810678867e+00 +1.330832184382956029e+00 +1.223535343403717945e+00 +1.575962756151838562e+00 +1.513679224732982220e+00 +1.505697160334754869e+00 +1.241030517038154812e+00 +1.657586527326870396e+00 +1.764047852431062324e+00 +1.444869649665193378e+00 +1.367118897865381655e+00 +1.487190854224323289e+00 +1.349620879640170301e+00 +1.070068514464537657e+00 +1.339184131609094663e+00 +1.110017544936610534e+00 +1.339424035748905339e+00 +1.342321630691799328e+00 +1.375627365799736879e+00 +1.511457075939432571e+00 +1.733154998980346306e+00 +1.499247104127178432e+00 +1.391082560964903792e+00 +1.228435067157306548e+00 +1.901910672521594847e+00 +1.829966211578238244e+00 +1.097616746826467704e+00 +1.157004561434249013e+00 +1.237169173058489946e+00 +1.311452522981298330e+00 +1.268051598778718869e+00 +1.492888492449040427e+00 +1.361270979101178114e+00 +1.348900128441044899e+00 +1.330832184382956029e+00 +1.618973016294773970e+00 +1.137121903301405723e+00 +1.354429414802439169e+00 +8.062916574821556992e-01 +1.355955900665321678e+00 +1.476481970710253222e+00 +1.090257805681076775e+00 +1.518591492722933367e+00 +1.867715963139900737e+00 +1.587030013738441880e+00 +1.462229444521767618e+00 +1.447493332440046743e+00 +1.345709619700699022e+00 +1.398030912538203552e+00 +2.209008872066831941e+00 +1.550026950660225111e+00 +1.447419449766556454e+00 +1.196893696544549357e+00 +1.578005290525695159e+00 +1.268400197762389325e+00 +1.392002792793704202e+00 +1.322314838836973649e+00 +1.573371495458133040e+00 +1.779898252621720189e+00 +1.540246791913958191e+00 +1.225128153489301042e+00 +1.213635206754020146e+00 +1.428915938724045986e+00 +1.500283180108326064e+00 +1.525641667797437151e+00 +1.570538876505167991e+00 +1.278175928277178741e+00 +1.308607200129486614e+00 +1.603390192577933249e+00 +1.393009227851798926e+00 +1.708688444159619735e+00 +1.408419904146015256e+00 +1.530294252038572722e+00 +1.902665654603538314e+00 +2.083281096087091555e+00 +1.288253602433968581e+00 +2.032812329396300299e+00 +1.487669276639081772e+00 +2.964048812333118121e+00 +1.481198518752002258e+00 +1.552325700017206600e+00 +1.101485953978141197e+00 +1.526819932059851226e+00 +1.301050978113906353e+00 +1.358857151449143430e+00 +1.381373398610179493e+00 +1.334602929080389799e+00 +1.357497293689156947e+00 +1.412862177632817406e+00 +1.329476740993328576e+00 +1.177132282207196567e+00 +1.368641828800264193e+00 +1.375695962743591849e+00 +1.166470191013914359e+00 +1.386556911183753016e+00 +1.576606988735449022e+00 +1.333062613261702722e+00 +1.182664056616317794e+00 +2.036034044702830670e+00 +1.320929293291406736e+00 +1.563104628582983935e+00 +1.490573906358733325e+00 +1.689714299347301107e+00 +1.002557849681906532e+00 +1.124230783064632533e+00 +1.241386102218612564e+00 +1.524684034841897073e+00 +1.588345603125318917e+00 +1.386894059088902509e+00 +1.774074420640445737e+00 +3.109632746720805585e+00 +1.419610355239811383e+00 +1.463314556827072010e+00 +1.548863297190905541e+00 +1.293204362889468939e+00 +1.317447807733387322e+00 +1.720162705699721073e+00 +1.321297873210795615e+00 +1.285597341573669894e+00 +1.690683722400379452e+00 +1.562356656601750160e+00 +1.460457435922407399e+00 +1.622723015926638368e+00 +1.266531978641822320e+00 +1.629985576493858446e+00 +1.160127119376909377e+00 +1.393212492494413368e+00 +1.486133879397854685e+00 +1.674900020382480648e+00 +1.768935980154338949e+00 +1.682907526501018936e+00 +1.368018276959048762e+00 +1.638019039256533915e+00 +1.699723091013147780e+00 +1.429763740227862456e+00 +1.237452993103460130e+00 +1.186891956376548762e+00 +1.887442995701221093e+00 +1.824641845164322262e+00 +1.525386775071538636e+00 +1.236673182578897467e+00 +1.855388261749439494e+00 +1.833923502816396933e+00 +1.435356575513395683e+00 +1.485500209972478558e+00 +1.362169720863583677e+00 +1.492189495290602963e+00 +1.324024331239115782e+00 +1.421150831973164941e+00 +1.242565179833121647e+00 +1.248347814932600386e+00 +1.536286081034788253e+00 +1.462899797567274618e+00 +2.577879228252413668e+00 +1.651654728661405613e+00 +1.237205232042569492e+00 +1.515924019340936013e+00 +2.232214354676159473e+00 From 8957252f9cf193438f0b1c5051f66de5adcc84c6 Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 16:19:45 +0100 Subject: [PATCH 13/16] Update task_2_predictions.csv --- task_2_predictions.csv | 122 ++++++++++++++++++++--------------------- 1 file changed, 61 insertions(+), 61 deletions(-) diff --git a/task_2_predictions.csv b/task_2_predictions.csv index a891b39..0e754fc 100644 --- a/task_2_predictions.csv +++ b/task_2_predictions.csv @@ -1,7 +1,6 @@ True True True -False True True True @@ -10,7 +9,8 @@ True True True True -False +True +True True True False @@ -32,7 +32,7 @@ True True True True -False +True True False True @@ -81,11 +81,11 @@ False True True True -False True True True True +False True True True @@ -120,7 +120,7 @@ True True True True -True +False True True True @@ -132,7 +132,7 @@ True True False True -False +True True True True @@ -212,7 +212,7 @@ True True True True -False +True True True False @@ -277,11 +277,11 @@ True True True True +False True True True True -False True False True @@ -369,7 +369,7 @@ True True False True -True +False True True True @@ -426,7 +426,7 @@ True True True True -False +True True True True @@ -478,13 +478,13 @@ True True True True -False True True True True True -False +True +True True True True @@ -501,7 +501,7 @@ True False True True -False +True True True True @@ -573,7 +573,7 @@ True True True True -False +True True True True @@ -613,7 +613,7 @@ True True True True -False +True False True True @@ -879,10 +879,10 @@ True True True True -False True True -False +True +True True True True @@ -931,7 +931,6 @@ True True True True -False True True True @@ -951,12 +950,13 @@ True True True True -False True True -False True True +False +True +False True True True @@ -1079,7 +1079,7 @@ True True True True -False +True True True True @@ -1122,7 +1122,7 @@ True False True True -False +True True True True @@ -1139,6 +1139,7 @@ True True True True +False True True True @@ -1155,7 +1156,6 @@ True True True True -True False True True @@ -1189,7 +1189,7 @@ True True True True -True +False False False True @@ -1258,7 +1258,7 @@ True True True True -False +True True True False @@ -1267,7 +1267,7 @@ True True True True -False +True True True True @@ -1503,7 +1503,7 @@ True True True True -False +True True True True @@ -1567,7 +1567,7 @@ True False True True -True +False True True True @@ -1580,7 +1580,7 @@ True True True True -False +True True True True @@ -1713,7 +1713,6 @@ True True True True -False True True True @@ -1735,7 +1734,8 @@ True True True True -False +True +True True True True @@ -1784,7 +1784,7 @@ True True True True -True +False True True True @@ -1845,7 +1845,7 @@ False True True True -True +False True True True @@ -1903,7 +1903,7 @@ True True True True -True +False True False True @@ -1912,7 +1912,7 @@ False True True True -False +True True True True @@ -1941,7 +1941,7 @@ False True True True -False +True False True True @@ -1996,7 +1996,7 @@ True True True True -False +True True True False @@ -2061,25 +2061,25 @@ True True True True -False True True True True True True -False True False True True +True +True False True True True True False -True +False True True True @@ -2135,7 +2135,7 @@ True True True True -True +False False True True @@ -2164,6 +2164,7 @@ False True True True +False True True True @@ -2173,7 +2174,6 @@ True True True False -False True False True @@ -2196,7 +2196,7 @@ True True True True -False +True True False False @@ -2245,7 +2245,7 @@ False False True True -True +False True True True @@ -2344,7 +2344,7 @@ True True True True -False +True True True True @@ -2381,7 +2381,7 @@ True True True True -False +True True True True @@ -2595,7 +2595,7 @@ True True True True -True +False True True False @@ -2635,7 +2635,7 @@ True True True True -False +True True True True @@ -2692,7 +2692,7 @@ True True True True -True +False True True True @@ -2798,7 +2798,7 @@ True True True True -False +True True False True @@ -2968,7 +2968,7 @@ True True True True -True +False True True True @@ -3013,14 +3013,14 @@ True False True True -False True True True True True True -False +True +True True True True @@ -3046,7 +3046,7 @@ True False True True -True +False True True False @@ -3076,7 +3076,7 @@ True True True True -False +True True False True @@ -3201,7 +3201,6 @@ True True True True -False True True True @@ -3223,7 +3222,8 @@ True True True True -False +True +True True True True @@ -3243,7 +3243,7 @@ False True True True -False +True False True True @@ -3276,7 +3276,7 @@ False True True True -False +True True True True @@ -3328,7 +3328,7 @@ True True True True -True +False True True True @@ -3346,7 +3346,7 @@ True True True True -False +True True True True From 56ce865c0fc7439f47669c45245a2a3499cac389 Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 16:40:28 +0100 Subject: [PATCH 14/16] Update task_2_predictions.csv --- task_2_predictions.csv | 66 +++++++++++++++++++++--------------------- 1 file changed, 33 insertions(+), 33 deletions(-) diff --git a/task_2_predictions.csv b/task_2_predictions.csv index 0e754fc..ef17673 100644 --- a/task_2_predictions.csv +++ b/task_2_predictions.csv @@ -1,7 +1,7 @@ True True True -True +False True True True @@ -198,7 +198,7 @@ True True True True -False +True True True True @@ -281,7 +281,7 @@ False True True True -True +False True False True @@ -369,7 +369,7 @@ True True False True -False +True True True True @@ -426,7 +426,7 @@ True True True True -True +False True True True @@ -484,7 +484,7 @@ True True True True -True +False True True True @@ -613,7 +613,7 @@ True True True True -True +False False True True @@ -702,7 +702,7 @@ True True True True -False +True True True False @@ -820,8 +820,8 @@ False True True False -False -False +True +True True True True @@ -1139,7 +1139,7 @@ True True True True -False +True True True True @@ -1189,7 +1189,7 @@ True True True True -False +True False False True @@ -1224,7 +1224,6 @@ True True True True -False True True True @@ -1233,8 +1232,8 @@ True True True True -False True +False True True True @@ -1243,6 +1242,7 @@ True True True False +False True True True @@ -1506,7 +1506,7 @@ True True True True -True +False True True True @@ -1625,7 +1625,7 @@ True True True True -False +True True True True @@ -1769,7 +1769,7 @@ True True True True -False +True True True True @@ -1784,7 +1784,7 @@ True True True True -False +True True True True @@ -1845,7 +1845,7 @@ False True True True -False +True True True True @@ -1903,7 +1903,7 @@ True True True True -False +True True False True @@ -2078,7 +2078,7 @@ True True True True -False +True False True True @@ -2135,7 +2135,7 @@ True True True True -False +True False True True @@ -2164,7 +2164,7 @@ False True True True -False +True True True True @@ -2245,7 +2245,7 @@ False False True True -False +True True True True @@ -2290,7 +2290,7 @@ True True True False -False +True True True True @@ -2595,7 +2595,7 @@ True True True True -False +True True True False @@ -2635,7 +2635,7 @@ True True True True -True +False True True True @@ -2720,7 +2720,7 @@ True True True True -False +True True True True @@ -2955,7 +2955,7 @@ True True True True -True +False True True True @@ -3013,7 +3013,7 @@ True False True True -True +False True True True @@ -3087,7 +3087,7 @@ True True True True -True +False True True True @@ -3328,7 +3328,6 @@ True True True True -False True True True @@ -3341,12 +3340,13 @@ True True True True -False True +False True True True True +False True True True From a3956e8aeee705b225bc941d3ab6535d598a372d Mon Sep 17 00:00:00 2001 From: Tom Hodson Date: Wed, 24 Mar 2021 16:45:14 +0100 Subject: [PATCH 15/16] Update bonus_3_predictions.csv --- bonus_3_predictions.csv | 836 ++++++++++++++++++++-------------------- 1 file changed, 418 insertions(+), 418 deletions(-) diff --git a/bonus_3_predictions.csv b/bonus_3_predictions.csv index d7221b2..f958e8c 100644 --- a/bonus_3_predictions.csv +++ b/bonus_3_predictions.csv @@ -3,7 +3,6 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c @@ -12,34 +11,28 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c P21/c P21/c P21/c -P212121 P21/c P21/c P21/c P21/c -Pnma P21/c P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c -C2/c P21/c P21/c P21/c -P31 P21/c P21/c P21/c @@ -57,20 +50,13 @@ P21/c P21/c P21/c P21/c -C2/c P21/c P21/c -P21/n -Pbca -Cc -P21/n P21/c P21/c P21/c -Pbca P21/c P21/c -P22121 P21/c P21/c P21/c @@ -78,7 +64,6 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -107,11 +92,9 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c -Pbca P21/c P21/c P21/c @@ -119,16 +102,13 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c -Fdd2 P21/c P21/c P21/c -C2/c P21/c P21/c P21/c @@ -145,17 +125,13 @@ P21/c P21/c P21/c P21/c -Pccn P21/c P21/c -Pbca P21/c P21/c P21/c -P21/a P21/c P21/c -P21/n P21/c P21/c P21/c @@ -172,7 +148,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -181,13 +156,11 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -204,7 +177,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -214,7 +186,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -228,12 +199,9 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c -P63/m P21/c -Pnma P21/c P21/c P21/c @@ -257,7 +225,6 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c @@ -266,12 +233,10 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -292,34 +257,26 @@ P21/c P21/c P21/c P21/c -P212121 P21/c P21/c P21/c P21/c P21/c -P21/n P21/c -P-1 P21/c P21/c P21/c P21/c P21/c -Pccn P21/c P21/c P21/c -Pcab P21/c P21/c -Pnma P21/c P21/c -P63/m P21/c P21/c -P21/n P21/c P21/c P21/c @@ -327,28 +284,22 @@ P21/c P21/c P21/c P21/c -P21 P21/c P21/c P21/c P21/c P21/c -P21 P21/c P21/c P21/c P21/c P21/c -P21/n -P21/n P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -Pbca P21/c P21/c P21/c @@ -382,7 +333,6 @@ P21/c P21/c P21/c P21/c -P-421c P21/c P21/c P21/c @@ -395,7 +345,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -419,8 +368,6 @@ P21/c P21/c P21/c P21/c -P21/n -Pbca P21/c P21/c P21/c @@ -452,7 +399,6 @@ P21/c P21/c P21/c P21/c -P-421c P21/c P21/c P21/c @@ -502,31 +448,22 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c P21/c P21/c -Pbca P21/c -P21/n P21/c P21/c -Fmm2 P21/c P21/c -Pnma P21/c P21/c P21/c P21/c P21/c -P21/n -C2/c -P21/n -P21/n P21/c P21/c P21/c @@ -534,12 +471,10 @@ P21/c P21/c P21/c P21/c -Pnma P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -559,18 +494,14 @@ P21/c P21/c P21/c P21/c -P21/a -P21/n P21/c P21/c P21/c P21/c P21/c P21/c -P63/m P21/c P21/c -P-1 P21/c P21/c P21/c @@ -588,9 +519,7 @@ P21/c P21/c P21/c P21/c -P21/n P21/c -P21/n P21/c P21/c P21/c @@ -599,7 +528,6 @@ P21/c P21/c P21/c P21/c -I-42m P21/c P21/c P21/c @@ -607,13 +535,10 @@ P21/c P21/c P21/c P21/c -Pna21 P21/c P21/c -P21/n P21/c P21/c -P21/n P21/c P21/c P21/c @@ -630,17 +555,14 @@ P21/c P21/c P21/c P21/c -P21/a P21/c P21/c -Pbca P21/c P21/c P21/c P21/c P21/c P21/c -P21/m P21/c P21/c P21/c @@ -648,16 +570,12 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -P21/n P21/c P21/c P21/c -P21/n P21/c -C2/c P21/c P21/c P21/c @@ -667,7 +585,6 @@ P21/c P21/c P21/c P21/c -P21 P21/c P21/c P21/c @@ -677,10 +594,8 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -P21/n P21/c P21/c P21/c @@ -689,7 +604,6 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -706,7 +620,6 @@ P21/c P21/c P21/c P21/c -Cc P21/c P21/c P21/c @@ -722,7 +635,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -739,10 +651,8 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -P-1 P21/c P21/c P21/c @@ -773,7 +683,6 @@ P21/c P21/c P21/c P21/c -P21 P21/c P21/c P21/c @@ -782,7 +691,6 @@ P21/c P21/c P21/c P21/c -P21/a P21/c P21/c P21/c @@ -798,14 +706,12 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c P21/c P21/c -P212121 P21/c P21/c P21/c @@ -813,7 +719,6 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -827,20 +732,15 @@ P21/c P21/c P21/c P21/c -Pnma -C2/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -Pbca P21/c P21/c P21/c @@ -880,8 +780,6 @@ P21/c P21/c P21/c P21/c -C2/c -P21/n P21/c P21/c P21/c @@ -891,27 +789,21 @@ P21/c P21/c P21/c P21/c -P-1 P21/c -P212121 P21/c P21/c P21/c -C2/c P21/c P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c -P21/n P21/c P21/c P21/c -P21/a P21/c P21/c P21/c @@ -919,7 +811,6 @@ P21/c P21/c P21/c P21/c -Pna21 P21/c P21/c P21/c @@ -938,14 +829,11 @@ P21/c P21/c P21/c P21/c -P212121 P21/c -P212121 P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -954,17 +842,13 @@ P21/c P21/c P21/c P21/c -P212121 -P21/n P21/c P21/c P21/c -Cmca P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -987,29 +871,21 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -C2/c P21/c P21/c P21/c -P-1 P21/c -P21/n P21/c P21/c -P21/n P21/c -P21/n P21/c -P21/n P21/c P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -1018,7 +894,6 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c @@ -1042,14 +917,11 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -C2/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -1079,7 +951,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -1092,7 +963,6 @@ P21/c P21/c P21/c P21/c -C2/c P21/c P21/c P21/c @@ -1107,22 +977,17 @@ P21/c P21/c P21/c P21/c -Pc21n P21/c P21/c P21/c -I-43m P21/c P21/c -P21/a P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -P2/c P21/c P21/c P21/c @@ -1130,11 +995,9 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c -P212121 P21/c P21/c P21/c @@ -1142,12 +1005,9 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c -P21/n -Cmca P21/c P21/c P21/c @@ -1164,13 +1024,9 @@ P21/c P21/c P21/c P21/c -C2/c P21/c P21/c -I2 P21/c -P21/n -Pbca P21/c P21/c P21/c @@ -1189,7 +1045,6 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -1202,21 +1057,16 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c -P21/n P21/c -P21/n P21/c P21/c P21/c P21/c P21/c -Pbca P21/c P21/c -P63 P21/c P21/c P21/c @@ -1224,18 +1074,14 @@ P21/c P21/c P21/c P21/c -P21 P21/c P21/c P21/c -P21/n P21/c P21/c -P21/n P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -1258,9 +1104,7 @@ P21/c P21/c P21/c P21/c -P-1 P21/c -P21/a P21/c P21/c P21/c @@ -1269,7 +1113,6 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c @@ -1279,14 +1122,11 @@ P21/c P21/c P21/c P21/c -P21/n -P-1 P21/c P21/c P21/c P21/c P21/c -I-43m P21/c P21/c P21/c @@ -1316,19 +1156,15 @@ P21/c P21/c P21/c P21/c -P63/m -Pna21 P21/c P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -1337,7 +1173,6 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c @@ -1348,41 +1183,30 @@ P21/c P21/c P21/c P21/c -P212121 P21/c P21/c -P21/n P21/c P21/c -P212121 P21/c P21/c P21/c P21/c P21/c P21/c -P212121 P21/c P21/c -C2/c P21/c P21/c P21/c P21/c -Pnma P21/c -Fmm2 P21/c P21/c -P21/n -P21/n P21/c -P21/n P21/c P21/c P21/c P21/c -Fdd2 P21/c P21/c P21/c @@ -1396,7 +1220,6 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -1417,9 +1240,7 @@ P21/c P21/c P21/c P21/c -C2/c P21/c -P21/n P21/c P21/c P21/c @@ -1477,7 +1298,6 @@ P21/c P21/c P21/c P21/c -P41212 P21/c P21/c P21/c @@ -1506,7 +1326,6 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -1517,12 +1336,10 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -1536,13 +1353,10 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -P212121 P21/c P21/c -P21/n P21/c P21/c P21/c @@ -1553,7 +1367,6 @@ P21/c P21/c P21/c P21/c -P212121 P21/c P21/c P21/c @@ -1561,7 +1374,6 @@ P21/c P21/c P21/c P21/c -Fdd2 P21/c P21/c P21/c @@ -1571,26 +1383,20 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c -Pnma -P21/n P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -1598,7 +1404,6 @@ P21/c P21/c P21/c P21/c -I2/a P21/c P21/c P21/c @@ -1606,7 +1411,6 @@ P21/c P21/c P21/c P21/c -P21cn P21/c P21/c P21/c @@ -1617,8 +1421,6 @@ P21/c P21/c P21/c P21/c -P21/n -P-1 P21/c P21/c P21/c @@ -1641,7 +1443,6 @@ P21/c P21/c P21/c P21/c -Fmm2 P21/c P21/c P21/c @@ -1649,25 +1450,19 @@ P21/c P21/c P21/c P21/c -P21/n -P21/a P21/c P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c -P21/n P21/c P21/c -P-1 P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -1680,13 +1475,9 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c -Pcab -I2/a -Pnma P21/c P21/c P21/c @@ -1711,7 +1502,6 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c @@ -1720,10 +1510,8 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -Pbca P21/c P21/c P21/c @@ -1731,9 +1519,7 @@ P21/c P21/c P21/c P21/c -Pbca P21/c -Pbca P21/c P21/c P21/c @@ -1741,21 +1527,16 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c P21/c P21/c -P21/n -P21/a P21/c P21/c -P21/n P21/c P21/c -P21/n P21/c P21/c P21/c @@ -1769,9 +1550,7 @@ P21/c P21/c P21/c P21/c -Pca21 P21/c -P21/n P21/c P21/c P21/c @@ -1786,16 +1565,11 @@ P21/c P21/c P21/c P21/c -P21/n P21/c -Pbca P21/c P21/c P21/c P21/c -Pbca -P21/n -P21/n P21/c P21/c P21/c @@ -1810,7 +1584,6 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c @@ -1823,7 +1596,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -1837,21 +1609,17 @@ P21/c P21/c P21/c P21/c -P-1 -P21/m P21/c P21/c P21/c P21/c P21/c -I2/a P21/c P21/c P21/c P21/c P21/c P21/c -C2/c P21/c P21/c P21/c @@ -1860,17 +1628,13 @@ P21/c P21/c P21/c P21/c -Am P21/c P21/c P21/c P21/c P21/c P21/c -P21/n -P21/m P21/c -P-1 P21/c P21/c P21/c @@ -1879,8 +1643,6 @@ P21/c P21/c P21/c P21/c -P21/n -Pnma P21/c P21/c P21/c @@ -1889,10 +1651,7 @@ P21/c P21/c P21/c P21/c -P21/n -P21/n P21/c -P21/n P21/c P21/c P21/c @@ -1902,14 +1661,11 @@ P21/c P21/c P21/c P21/c -C2/c P21/c P21/c P21/c P21/c P21/c -P21/n -Pnma P21/c P21/c P21/c @@ -1923,7 +1679,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -1954,14 +1709,12 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -1984,7 +1737,6 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c @@ -2004,10 +1756,8 @@ P21/c P21/c P21/c P21/c -I-43m P21/c P21/c -P-1 P21/c P21/c P21/c @@ -2020,10 +1770,7 @@ P21/c P21/c P21/c P21/c -Pbca P21/c -P21/n -P-1 P21/c P21/c P21/c @@ -2037,7 +1784,6 @@ P21/c P21/c P21/c P21/c -Fdd2 P21/c P21/c P21/c @@ -2045,7 +1791,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -2064,7 +1809,6 @@ P21/c P21/c P21/c P21/c -Pnma P21/c P21/c P21/c @@ -2074,7 +1818,6 @@ P21/c P21/c P21/c P21/c -Pnma P21/c P21/c P21/c @@ -2092,7 +1835,6 @@ P21/c P21/c P21/c P21/c -C2/c P21/c P21/c P21/c @@ -2101,17 +1843,12 @@ P21/c P21/c P21/c P21/c -I2/a P21/c P21/c P21/c P21/c -P21/n -Cmca -P21/n P21/c P21/c -P-1 P21/c P21/c P21/c @@ -2122,7 +1859,6 @@ P21/c P21/c P21/c P21/c -I2/a P21/c P21/c P21/c @@ -2130,14 +1866,10 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c -C2/c -P21/n -P21/n P21/c P21/c P21/c @@ -2149,19 +1881,13 @@ P21/c P21/c P21/c P21/c -P21/a -P-1 P21/c -Pbca P21/c -P21/a -P-1 P21/c P21/c P21/c P21/c P21/c -Pnma P21/c P21/c P21/c @@ -2171,10 +1897,8 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -P21/n P21/c P21/c P21/c @@ -2190,7 +1914,6 @@ P21/c P21/c P21/c P21/c -R-3 P21/c P21/c P21/c @@ -2204,20 +1927,13 @@ P21/c P21/c P21/c P21/c -P21/n -P21/a -P212121 P21/c -I41/a P21/c P21/c -P21/a -P21/n P21/c P21/c P21/c P21/c -C2/c P21/c P21/c P21/c @@ -2233,11 +1949,9 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c -P21/a P21/c P21/c P21/c @@ -2253,14 +1967,12 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -2277,21 +1989,16 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c P21/c P21/c -P212121 -P21/n P21/c -P212121 P21/c P21/c P21/c P21/c -P212121 P21/c P21/c P21/c @@ -2306,7 +2013,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -2318,9 +2024,7 @@ P21/c P21/c P21/c P21/c -C2/c P21/c -P-1 P21/c P21/c P21/c @@ -2331,18 +2035,15 @@ P21/c P21/c P21/c P21/c -P212121 P21/c P21/c P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -2362,33 +2063,23 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c -P-1 -Fmm2 -P-1 P21/c P21/c P21/c -Pna21 P21/c -P21/n P21/c P21/c P21/c P21/c P21/c P21/c -P21/n -C2/c -P21/n P21/c P21/c P21/c @@ -2408,10 +2099,8 @@ P21/c P21/c P21/c P21/c -C2/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -2422,8 +2111,6 @@ P21/c P21/c P21/c P21/c -P21 -P21/n P21/c P21/c P21/c @@ -2432,22 +2119,17 @@ P21/c P21/c P21/c P21/c -P21/n -Pnma P21/c P21/c P21/c P21/c -P212121 P21/c P21/c P21/c P21/c -Pca21 P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -2460,7 +2142,6 @@ P21/c P21/c P21/c P21/c -P63/m P21/c P21/c P21/c @@ -2481,14 +2162,11 @@ P21/c P21/c P21/c P21/c -Pnma P21/c P21/c P21/c P21/c P21/c -P-1 -C2/c P21/c P21/c P21/c @@ -2496,13 +2174,10 @@ P21/c P21/c P21/c P21/c -I-43m P21/c P21/c -P21cn P21/c P21/c -P21/n P21/c P21/c P21/c @@ -2511,7 +2186,6 @@ P21/c P21/c P21/c P21/c -C2/c P21/c P21/c P21/c @@ -2525,17 +2199,14 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -2548,9 +2219,6 @@ P21/c P21/c P21/c P21/c -Pca21 -P-1 -P21/n P21/c P21/c P21/c @@ -2580,10 +2248,8 @@ P21/c P21/c P21/c P21/c -Pnma P21/c P21/c -Pbca P21/c P21/c P21/c @@ -2603,29 +2269,23 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -P-1 P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c -P212121 P21/c P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c -Pnma P21/c P21/c P21/c @@ -2657,7 +2317,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -2672,16 +2331,12 @@ P21/c P21/c P21/c P21/c -P-1 P21/c -P-421c P21/c P21/c P21/c P21/c -Pbca P21/c -P212121 P21/c P21/c P21/c @@ -2698,7 +2353,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -2709,21 +2363,17 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c -C2/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c P21/c -Pccn P21/c P21/c P21/c @@ -2754,22 +2404,18 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c -P21/a P21/c P21/c P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -2779,11 +2425,8 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -P21/n -P21/n P21/c P21/c P21/c @@ -2795,39 +2438,30 @@ P21/c P21/c P21/c P21/c -I41/acd P21/c P21/c P21/c -P21/n -P212121 P21/c P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c P21/c -P21/n P21/c -Pbca P21/c P21/c -P21/a P21/c P21/c P21/c P21/c P21/c P21/c -Pbca P21/c P21/c -Pnma P21/c P21/c P21/c @@ -2849,18 +2483,15 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c P21/c P21/c -Pca21 P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -2871,7 +2502,6 @@ P21/c P21/c P21/c P21/c -C2/c P21/c P21/c P21/c @@ -2893,32 +2523,25 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -Pbca P21/c P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c P21/c -C2 P21/c -P21/n P21/c P21/c P21/c P21/c P21/c -P21 P21/c -P-1 P21/c P21/c P21/c @@ -2929,17 +2552,14 @@ P21/c P21/c P21/c P21/c -Pcmn P21/c P21/c P21/c -P-1 P21/c P21/c P21/c P21/c P21/c -P21/a P21/c P21/c P21/c @@ -2963,7 +2583,6 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -3009,11 +2628,9 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c -Pbcn P21/c P21/c P21/c @@ -3022,13 +2639,10 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c P21/c -Pbca -P21/n P21/c P21/c P21/c @@ -3046,10 +2660,8 @@ P21/c P21/c P21/c P21/c -P21 P21/c P21/c -P21/n P21/c P21/c P21/c @@ -3061,7 +2673,6 @@ P21/c P21/c P21/c P21/c -C2/c P21/c P21/c P21/c @@ -3073,7 +2684,6 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -3081,16 +2691,12 @@ P21/c P21/c P21/c P21/c -P21/m P21/c P21/c P21/c -P212121 P21/c P21/c -Pbcn P21/c -P63/m P21/c P21/c P21/c @@ -3100,7 +2706,6 @@ P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -3112,12 +2717,10 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c @@ -3141,14 +2744,12 @@ P21/c P21/c P21/c P21/c -P21/n P21/c P21/c P21/c P21/c P21/c P21/c -P-1 P21/c P21/c P21/c @@ -3179,7 +2780,6 @@ P21/c P21/c P21/c P21/c -P21/a P21/c P21/c P21/c @@ -3195,7 +2795,6 @@ P21/c P21/c P21/c P21/c -P21/a P21/c P21/c P21/c @@ -3206,19 +2805,15 @@ P21/c P21/c P21/c P21/c -R3c P21/c P21/c -Pbcn P21/c P21/c P21/c P21/c P21/c -Pnma P21/c P21/c -P-1 P21/c P21/c P21/c @@ -3226,7 +2821,6 @@ P21/c P21/c P21/c P21/c -P21/a P21/c P21/c P21/c @@ -3247,7 +2841,6 @@ P21/c P21/c P21/c P21/c -Pbcn P21/c P21/c P21/c @@ -3257,7 +2850,6 @@ P21/c P21/c P21/c P21/c -Pbca P21/c P21/c P21/c @@ -3282,11 +2874,8 @@ P21/c P21/c P21/c P21/c -P21/n P21/c -P-1 P21/c -P21/n P21/c P21/c P21/c @@ -3297,7 +2886,6 @@ P21/c P21/c P21/c P21/c -C2/c P21/c P21/c P21/c @@ -3322,16 +2910,13 @@ P21/c P21/c P21/c P21/c -Cmca P21/c P21/c P21/c P21/c P21/c -P21/n P21/c P21/c -P21/n P21/c P21/c P21/c @@ -3343,10 +2928,8 @@ P21/c P21/c P21/c P21/c -P21/m P21/c P21/c -P21/n P21/c P21/c P21/c @@ -3360,4 +2943,421 @@ P21/c P21/c P21/c P21/c -P-1 \ No newline at end of file +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c +P21/c \ No newline at end of file From be74c3a8c9b0a086916fa2db3650190bba29107e Mon Sep 17 00:00:00 2001 From: Gino Cassella Date: Wed, 24 Mar 2021 16:44:30 +0000 Subject: [PATCH 16/16] Code upload --- Getting_started.ipynb | 292 ++ LICENSE | 2 +- Milan/cell_volume.ipynb | 862 ++++ Milan/centroid_distances_mean.ipynb | 685 +++ Milan/predictions_task3_milan.csv | 3363 +++++++++++++ Peru/t1.py | 21 + Peru/tom_code.py | 21 + README.md | 18 +- Tom/RDkit_tests.ipynb | 270 + Tom/Untitled.ipynb | 33 + Tom/centrosymmetric.ipynb | 1303 +++++ Tom/gemini_tests.ipynb | 236 + Tom/scikit_tests.ipynb | 206 + ...-in-chemistry-research-rdkit-mol2vec.ipynb | 1718 +++++++ chris/task3.py | 57 + chris/task_3_predictions.csv | 3363 +++++++++++++ chris/task_cellvol_predictions.csv | 3363 +++++++++++++ chris/taskcellvol.py | 65 + fons_pres.pdf | Bin 0 -> 999020 bytes gen_mol2vec.py | 26 + out/bonus_3_predictions.csv | 3363 +++++++++++++ out/task_1_predictions copy.csv | 4439 +++++++++++++++++ out/task_1_predictions.csv | 3363 +++++++++++++ out/task_4_predictions.csv | 3363 +++++++++++++ task1_bonus_tom.py | 77 + task1_gino.py | 55 + task2_tom.py | 78 + task3_bonus_tom.py | 83 + task4_gino.py | 77 + 29 files changed, 30784 insertions(+), 18 deletions(-) create mode 100644 Getting_started.ipynb create mode 100644 Milan/cell_volume.ipynb create mode 100644 Milan/centroid_distances_mean.ipynb create mode 100644 Milan/predictions_task3_milan.csv create mode 100644 Peru/t1.py create mode 100644 Peru/tom_code.py create mode 100644 Tom/RDkit_tests.ipynb create mode 100644 Tom/Untitled.ipynb create mode 100644 Tom/centrosymmetric.ipynb create mode 100644 Tom/gemini_tests.ipynb create mode 100644 Tom/scikit_tests.ipynb create mode 100644 Tom/tutorial-ml-in-chemistry-research-rdkit-mol2vec.ipynb create mode 100644 chris/task3.py create mode 100644 chris/task_3_predictions.csv create mode 100644 chris/task_cellvol_predictions.csv create mode 100644 chris/taskcellvol.py create mode 100644 fons_pres.pdf create mode 100644 gen_mol2vec.py create mode 100644 out/bonus_3_predictions.csv create mode 100644 out/task_1_predictions copy.csv create mode 100644 out/task_1_predictions.csv create mode 100644 out/task_4_predictions.csv create mode 100644 task1_bonus_tom.py create mode 100644 task1_gino.py create mode 100644 task2_tom.py create mode 100644 task3_bonus_tom.py create mode 100644 task4_gino.py diff --git a/Getting_started.ipynb b/Getting_started.ipynb new file mode 100644 index 0000000..fe71efb --- /dev/null +++ b/Getting_started.ipynb @@ -0,0 +1,292 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "flexible-fountain", + "metadata": {}, + "source": [ + "# FoNS Datathon 2021 " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "naked-correspondence", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from sklearn import *\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "active-armor", + "metadata": {}, + "outputs": [], + "source": [ + "train_descriptors = pd.read_csv(\"train_descriptors.csv\")\n", + "train_mord3d = pd.read_csv(\"train_mord3d.csv\")\n", + "train_morgan = pd.read_csv(\"train_morgan.csv\")\n", + "train_rdk = pd.read_csv(\"train_rdk.csv\")\n", + "\n", + "train_crystals = pd.read_csv(\"train_crystals.csv\")\n", + "train_distances = pd.read_csv(\"train_distances.csv\")\n", + "train_centroid_distances = pd.read_csv(\"train_centroid_distances.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ongoing-cornell", + "metadata": {}, + "outputs": [], + "source": [ + "test_descriptors = pd.read_csv(\"test_descriptors.csv\")\n", + "test_mord3d = pd.read_csv(\"test_mord3d.csv\")\n", + "test_morgan = pd.read_csv(\"test_morgan.csv\")\n", + "test_rdk = pd.read_csv(\"test_rdk.csv\")" + ] + }, + { + "cell_type": "markdown", + "id": "spread-knowing", + "metadata": {}, + "source": [ + "### Data pre-processing" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "explicit-repair", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(13449, 984)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "train_descriptors_full = train_descriptors.iloc[:, 3:-2].dropna(axis= 1, how=\"any\")\n", + "train_descriptors_full.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "systematic-johns", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3363, 984)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "test_descriptors_full = test_descriptors[train_descriptors_full.columns]\n", + "test_descriptors_full.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "intelligent-phone", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(13449, 124) (3363, 124)\n" + ] + } + ], + "source": [ + "train_PCA = decomposition.PCA(n_components=.95)\n", + "scaler_for_PCA = preprocessing.StandardScaler()\n", + "train_descriptors_PCA = train_PCA.fit_transform(scaler_for_PCA.fit_transform(train_descriptors_full))\n", + "test_descriptors_PCA = train_PCA.transform(scaler_for_PCA.transform(test_descriptors_full))\n", + "print(train_descriptors_PCA.shape, test_descriptors_PCA.shape)" + ] + }, + { + "cell_type": "markdown", + "id": "arbitrary-consistency", + "metadata": {}, + "source": [ + "### A (very!!) simple and bad model" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "hollow-flexibility", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "LinearRegression()" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "target = \"a\"\n", + "model = linear_model.LinearRegression()\n", + "model.fit(train_descriptors_PCA, train_crystals[target])" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "sublime-audio", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "predictions = model.predict(train_descriptors_PCA)\n", + "plt.plot(train_crystals[target], predictions, \"bo\")\n", + "plt.xlabel(\"True values\")\n", + "plt.ylabel(\"Predicted values\")\n", + "plt.title(\"Predicted z-value against true values\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "informal-award", + "metadata": {}, + "source": [ + "### Cross-validation to evaluate the model's performance" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "musical-flash", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Average negative MAE: -3.258\n", + "Standard deviation: 0.05\n" + ] + } + ], + "source": [ + "cv_scores = model_selection.cross_val_score(\n", + " model, \n", + " train_descriptors_PCA, \n", + " train_crystals[target], \n", + " scoring=\"neg_mean_absolute_error\")\n", + "\n", + "print(\"Average negative MAE:\", round(np.mean(cv_scores), 3))\n", + "print(\"Standard deviation:\", round(np.std(cv_scores), 3))" + ] + }, + { + "cell_type": "markdown", + "id": "based-invitation", + "metadata": {}, + "source": [ + "### Outputting predictions for automated checking \n", + "Link: https://github.com/stevenkbennett/fons_datathon_testing" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "legislative-region", + "metadata": {}, + "outputs": [], + "source": [ + "predictions = model.predict(test_descriptors_PCA)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "original-smell", + "metadata": {}, + "outputs": [], + "source": [ + "np.savetxt(\"task_x_predictions.csv\", predictions)\n", + "# Alternatively, if using pandas, you can use the following:\n", + "pd.DataFrame(predictions).to_csv(\"task_x_predictions.csv\", header=False, index=False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "distant-museum", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "trained-moses", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/LICENSE b/LICENSE index 3cbef7b..9688b06 100644 --- a/LICENSE +++ b/LICENSE @@ -1,6 +1,6 @@ MIT License -Copyright (c) 2021 Andrew Tarzia +Copyright (c) 2021 Imperial-CMTH Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal diff --git a/Milan/cell_volume.ipynb b/Milan/cell_volume.ipynb new file mode 100644 index 0000000..b0ab0c7 --- /dev/null +++ b/Milan/cell_volume.ipynb @@ -0,0 +1,862 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd \n", + "import sklearn as sk \n", + "import seaborn as sns" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "df_crystals = pd.read_csv('data/train_crystals.csv')\n", + "df_distances = pd.read_csv('data/train_distances.csv')\n", + "df_cent_distances = pd.read_csv('data/train_centroid_distances.csv') \n", + "\n", + "df_inter = df_crystals.join(df_distances.set_index('identifiers'), on='identifiers')\n", + "df = df_inter.join(df_cent_distances.set_index('identifiers'),\n", + " on='identifiers', rsuffix='_centroid') \n", + "\n", + "df.head() \n", + "df['mean_centroid']\n", + "\n", + "train = pd.read_csv('data/train_descriptors.csv')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
identifiersn_heavy_atomssmilesabcalphabetagammaz_value...percentile_25percentile_75min_centroidmax_centroidmean_centroidmode_centroidmedian_centroidstd_centroidpercentile_25_centroidpercentile_75_centroid
0COXSUE12CC(=O)NN=C(C)C1=NCCS14.736217.076011.415090.094.43290.04.0...5.93999410.3521984.7362009.1479297.4267694.7362008.0889331.5637376.5123058.652986
1TUWFAU15CC(C)N(C)c1ccc(cc1C#N)C#N8.983212.62129.686390.092.41490.04.0...6.60330210.9853164.75194711.6835268.1712187.0567178.5965241.8948447.0567179.235177
2DUTHEG14CC1=CC(=O)N2C(=NC(=NC2=N1)C)N11.136918.91304.031190.090.00090.04.0...5.79035610.4131884.03110010.5435977.4496904.0311007.0346732.3286655.7651429.435290
3AXUDED0810COC(=O)c1ccccc113.18405.923116.951090.090.00090.08.0...5.3372689.4261874.0328949.4486106.8081714.4239936.0791661.9787785.1735478.653620
4ARAGUV10CC(=O)NC1=NNC(=C1)C18.600019.93207.799290.090.00090.016.0...5.5572159.6602975.26614610.7017777.1148705.2661466.4038911.9974645.5398088.313428
\n", + "

5 rows × 39 columns

\n", + "
" + ], + "text/plain": [ + " identifiers n_heavy_atoms smiles a b \\\n", + "0 COXSUE 12 CC(=O)NN=C(C)C1=NCCS1 4.7362 17.0760 \n", + "1 TUWFAU 15 CC(C)N(C)c1ccc(cc1C#N)C#N 8.9832 12.6212 \n", + "2 DUTHEG 14 CC1=CC(=O)N2C(=NC(=NC2=N1)C)N 11.1369 18.9130 \n", + "3 AXUDED08 10 COC(=O)c1ccccc1 13.1840 5.9231 \n", + "4 ARAGUV 10 CC(=O)NC1=NNC(=C1)C 18.6000 19.9320 \n", + "\n", + " c alpha beta gamma z_value ... percentile_25 percentile_75 \\\n", + "0 11.4150 90.0 94.432 90.0 4.0 ... 5.939994 10.352198 \n", + "1 9.6863 90.0 92.414 90.0 4.0 ... 6.603302 10.985316 \n", + "2 4.0311 90.0 90.000 90.0 4.0 ... 5.790356 10.413188 \n", + "3 16.9510 90.0 90.000 90.0 8.0 ... 5.337268 9.426187 \n", + "4 7.7992 90.0 90.000 90.0 16.0 ... 5.557215 9.660297 \n", + "\n", + " min_centroid max_centroid mean_centroid mode_centroid median_centroid \\\n", + "0 4.736200 9.147929 7.426769 4.736200 8.088933 \n", + "1 4.751947 11.683526 8.171218 7.056717 8.596524 \n", + "2 4.031100 10.543597 7.449690 4.031100 7.034673 \n", + "3 4.032894 9.448610 6.808171 4.423993 6.079166 \n", + "4 5.266146 10.701777 7.114870 5.266146 6.403891 \n", + "\n", + " std_centroid percentile_25_centroid percentile_75_centroid \n", + "0 1.563737 6.512305 8.652986 \n", + "1 1.894844 7.056717 9.235177 \n", + "2 2.328665 5.765142 9.435290 \n", + "3 1.978778 5.173547 8.653620 \n", + "4 1.997464 5.539808 8.313428 \n", + "\n", + "[5 rows x 39 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
ABCABCGGnAcidnBaseSpAbs_ASpMax_ASpDiam_ASpAD_ASpMAD_ALogEE_A...SRW10TSRW10MWAMWWPathWPolZagreb1Zagreb2mZagreb1mZagreb2
08.7730118.6325640014.5991642.2447394.38816214.5991641.2165973.370933...8.76483454.650723185.0622838.0461862191154.058.04.8333332.777778
110.81345110.3463930018.4887072.3578694.71573718.4887071.2325803.592641...9.42149246.551655199.1109477.1111053642270.080.06.8055563.583333
210.9228419.5841720016.6853322.4362744.87254916.6853321.1918093.577079...9.69344546.214439191.0807108.3078572712274.087.05.6666673.000000
37.1400176.8733560012.8572792.2143204.42863912.8572791.2857283.188884...8.70300938.792641136.0524297.5584681211144.048.03.7222222.444444
47.3992377.3080330011.6387272.2497784.31127611.6387271.1638733.200300...8.61631452.270726139.0745627.319714125846.049.04.3333332.250000
\n", + "

5 rows × 1613 columns

\n", + "
" + ], + "text/plain": [ + " ABC ABCGG nAcid nBase SpAbs_A SpMax_A SpDiam_A \\\n", + "0 8.773011 8.632564 0 0 14.599164 2.244739 4.388162 \n", + "1 10.813451 10.346393 0 0 18.488707 2.357869 4.715737 \n", + "2 10.922841 9.584172 0 0 16.685332 2.436274 4.872549 \n", + "3 7.140017 6.873356 0 0 12.857279 2.214320 4.428639 \n", + "4 7.399237 7.308033 0 0 11.638727 2.249778 4.311276 \n", + "\n", + " SpAD_A SpMAD_A LogEE_A ... SRW10 TSRW10 MW \\\n", + "0 14.599164 1.216597 3.370933 ... 8.764834 54.650723 185.062283 \n", + "1 18.488707 1.232580 3.592641 ... 9.421492 46.551655 199.110947 \n", + "2 16.685332 1.191809 3.577079 ... 9.693445 46.214439 191.080710 \n", + "3 12.857279 1.285728 3.188884 ... 8.703009 38.792641 136.052429 \n", + "4 11.638727 1.163873 3.200300 ... 8.616314 52.270726 139.074562 \n", + "\n", + " AMW WPath WPol Zagreb1 Zagreb2 mZagreb1 mZagreb2 \n", + "0 8.046186 219 11 54.0 58.0 4.833333 2.777778 \n", + "1 7.111105 364 22 70.0 80.0 6.805556 3.583333 \n", + "2 8.307857 271 22 74.0 87.0 5.666667 3.000000 \n", + "3 7.558468 121 11 44.0 48.0 3.722222 2.444444 \n", + "4 7.319714 125 8 46.0 49.0 4.333333 2.250000 \n", + "\n", + "[5 rows x 1613 columns]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = train.drop(['identifiers', 'name', 'InchiKey', 'SMILES', 'Unnamed: 0'], axis=1) \n", + "X.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.experimental import enable_iterative_imputer\n", + "from sklearn.impute import IterativeImputer, SimpleImputer\n", + "\n", + "imp = SimpleImputer(strategy=\"most_frequent\")\n", + "Y = df['cell_volume'].values\n", + "imp.fit(X,Y)\n", + "X = imp.transform(X) " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "from sklearn.linear_model import RidgeCV\n", + "from sklearn.model_selection import train_test_split\n", + "# X = X[:10]\n", + "X_train, X_test, Y_train, Y_test = train_test_split(X, Y, test_size= .3, random_state=69) \n", + "\n", + "\n", + "plt.hist(df['z_prime'], bins=20)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# from sklearn.feature_selection import SequentialFeatureSelector\n", + "# from sklearn.neighbors import KNeighborsClassifier\n", + "# from sklearn.datasets import load_iris\n", + "\n", + "# X, y = load_iris(return_X_y=True)\n", + "# knn = KNeighborsClassifier(n_neighbors=3)\n", + "# sfs = SequentialFeatureSelector(knn, n_features_to_select=3)\n", + "# sfs.fit(X, y)\n", + "\n", + "\n", + "# sfs.get_support()\n", + "\n", + "# sfs.transform(X).shape" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "RidgeCV(alphas=array([ 0.1, 1. , 10. ]), cv=5, fit_intercept=True,\n", + " gcv_mode=None, normalize=False, scoring=None, store_cv_values=False)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "#Train the model\n", + "ridge = RidgeCV(cv=5)\n", + "ridge.fit(X_train, Y_train)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "plt.style.use('seaborn-deep')\n", + "from sklearn.metrics import mean_absolute_error, mean_squared_error\n", + "def evaluation(model, X_test, y_test):\n", + " prediction = model.predict(X_test)\n", + " print(prediction.shape)\n", + " mae = mean_absolute_error(y_test, prediction)\n", + " mse = mean_squared_error(y_test, prediction)\n", + " \n", + " plt.figure(figsize=(15, 10))\n", + " plt.scatter(prediction, y_test, c='red', label=\"should be a line\", s=5, alpha=0.8)\n", + "# plt.scatter(y_test, 'blue', label=\"actual\", s=5, alpha=0.6)\n", + " plt.legend()\n", + " plt.ylabel('cell_volume')\n", + " plt.title(\"MAE {}, MSE {}\".format(round(mae,4), round(mse,4)))\n", + " plt.show()\n", + " \n", + " print('MAE score:', round(mae/(np.mean(y_test)), 4))\n", + " print('MSE score:', round(mse,4))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(4035,)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MAE score: 0.353\n", + "MSE score: 241842.569\n" + ] + } + ], + "source": [ + "#Evaluate results\n", + "evaluation(ridge, X_test, Y_test)\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# plt.hist(df['cell_volume'].values, bins=200)\n", + "plt.scatter(df['z_value'].values, df['cell_volume'].values, s=5)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Creating two different dataframes which handle small and large values respectively. We then train two separate models and combine them at the end." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " identifiers n_heavy_atoms smiles a b c alpha \\\n", + "0 OXAMID04 6.0 NC(=O)C(N)=O 3.5592 4.8685 5.2934 90.842 \n", + "\n", + " beta gamma z_value ... percentile_25 percentile_75 min_centroid \\\n", + "0 103.472 106.075 1.0 ... 4.271916 6.961343 3.5592 \n", + "\n", + " max_centroid mean_centroid mode_centroid median_centroid std_centroid \\\n", + "0 7.244294 5.298531 3.5592 5.174372 1.138927 \n", + "\n", + " percentile_25_centroid percentile_75_centroid \n", + "0 4.8685 5.648854 \n", + "\n", + "[1 rows x 39 columns]\n" + ] + } + ], + "source": [ + "df_small = pd.DataFrame().reindex_like(df).dropna()\n", + "df_small = pd.DataFrame().reindex(columns=df.columns)\n", + "df_large = pd.DataFrame().reindex_like(df)\n", + "\n", + "for i in range(len(df)):\n", + " if df['cell_volume'].values[i] <= 90:\n", + " df_small.loc[-1] = df.iloc[i] # adding a row\n", + " df_small.index = df_small.index + 1 # shifting index\n", + "\n", + "\n", + "df_small = df_small.sort_index() # sorting by index\n", + "print(df_small)\n", + "\n", + "\n", + "# df_small.append( pd.DataFrame(df.iloc[i]) )\n", + "# print(pd.DataFrame(df.iloc[i]))\n", + "# print(df.iloc[i].transpose())\n", + "# df_small.append( df.iloc[i].transpose() )\n", + "\n", + " \n", + "# df_small.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(9414, 1553)\n" + ] + } + ], + "source": [ + "print(X_train.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2 2 2 ... 1 2 1]\n" + ] + } + ], + "source": [ + "from sklearn.cluster import KMeans\n", + "import numpy as np\n", + "\n", + "kmeans = KMeans(n_clusters=4, random_state=69).fit(X_train)\n", + "\n", + "kmeans.labels_\n" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2\n", + "(9414, 1553)\n" + ] + } + ], + "source": [ + "print(kmeans.labels_[1000])\n", + "print(X_train.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "can't assign to function call (, line 5)", + "output_type": "error", + "traceback": [ + "\u001b[1;36m File \u001b[1;32m\"\"\u001b[1;36m, line \u001b[1;32m5\u001b[0m\n\u001b[1;33m X_train_arrays[kmeans.labels_[i]].append() = X_train[i]\u001b[0m\n\u001b[1;37m ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m can't assign to function call\n" + ] + } + ], + "source": [ + "X_train_arrays = np.zeros((4, 9414, 1553))\n", + "print(X_train_arrays.shape)\n", + "\n", + "for i in range(len(X_train)):\n", + " X_train_arrays[kmeans.labels_[i]] = X_train[i] \n" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(9414, 1553)\n" + ] + } + ], + "source": [ + "print(X_train_arrays[1].shape)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([2, 2, 1, ..., 1, 1, 2])" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "kmeans.predict(X_test)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "#Train the model\n", + "ridge = RidgeCV(cv=5)\n", + "ridge.fit(X_train, Y_train)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "base", + "language": "python", + "name": "base" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Milan/centroid_distances_mean.ipynb b/Milan/centroid_distances_mean.ipynb new file mode 100644 index 0000000..c977ce9 --- /dev/null +++ b/Milan/centroid_distances_mean.ipynb @@ -0,0 +1,685 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import pandas as pd \n", + "import sklearn as sk " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "df_crystals = pd.read_csv('data/train_crystals.csv')\n", + "df_distances = pd.read_csv('data/train_distances.csv')\n", + "df_cent_distances = pd.read_csv('data/train_centroid_distances.csv') \n", + "\n", + "df_inter = df_crystals.join(df_distances.set_index('identifiers'), on='identifiers')\n", + "df = df_inter.join(df_cent_distances.set_index('identifiers'),\n", + " on='identifiers', rsuffix='_centroid') \n", + "\n", + "df.head() \n", + "df['mean_centroid']\n", + "\n", + "train = pd.read_csv('data/train_descriptors.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
identifiersn_heavy_atomssmilesabcalphabetagammaz_value...percentile_25percentile_75min_centroidmax_centroidmean_centroidmode_centroidmedian_centroidstd_centroidpercentile_25_centroidpercentile_75_centroid
0COXSUE12CC(=O)NN=C(C)C1=NCCS14.736217.076011.415090.094.43290.04.0...5.93999410.3521984.7362009.1479297.4267694.7362008.0889331.5637376.5123058.652986
1TUWFAU15CC(C)N(C)c1ccc(cc1C#N)C#N8.983212.62129.686390.092.41490.04.0...6.60330210.9853164.75194711.6835268.1712187.0567178.5965241.8948447.0567179.235177
2DUTHEG14CC1=CC(=O)N2C(=NC(=NC2=N1)C)N11.136918.91304.031190.090.00090.04.0...5.79035610.4131884.03110010.5435977.4496904.0311007.0346732.3286655.7651429.435290
3AXUDED0810COC(=O)c1ccccc113.18405.923116.951090.090.00090.08.0...5.3372689.4261874.0328949.4486106.8081714.4239936.0791661.9787785.1735478.653620
4ARAGUV10CC(=O)NC1=NNC(=C1)C18.600019.93207.799290.090.00090.016.0...5.5572159.6602975.26614610.7017777.1148705.2661466.4038911.9974645.5398088.313428
\n", + "

5 rows × 39 columns

\n", + "
" + ], + "text/plain": [ + " identifiers n_heavy_atoms smiles a b \\\n", + "0 COXSUE 12 CC(=O)NN=C(C)C1=NCCS1 4.7362 17.0760 \n", + "1 TUWFAU 15 CC(C)N(C)c1ccc(cc1C#N)C#N 8.9832 12.6212 \n", + "2 DUTHEG 14 CC1=CC(=O)N2C(=NC(=NC2=N1)C)N 11.1369 18.9130 \n", + "3 AXUDED08 10 COC(=O)c1ccccc1 13.1840 5.9231 \n", + "4 ARAGUV 10 CC(=O)NC1=NNC(=C1)C 18.6000 19.9320 \n", + "\n", + " c alpha beta gamma z_value ... percentile_25 percentile_75 \\\n", + "0 11.4150 90.0 94.432 90.0 4.0 ... 5.939994 10.352198 \n", + "1 9.6863 90.0 92.414 90.0 4.0 ... 6.603302 10.985316 \n", + "2 4.0311 90.0 90.000 90.0 4.0 ... 5.790356 10.413188 \n", + "3 16.9510 90.0 90.000 90.0 8.0 ... 5.337268 9.426187 \n", + "4 7.7992 90.0 90.000 90.0 16.0 ... 5.557215 9.660297 \n", + "\n", + " min_centroid max_centroid mean_centroid mode_centroid median_centroid \\\n", + "0 4.736200 9.147929 7.426769 4.736200 8.088933 \n", + "1 4.751947 11.683526 8.171218 7.056717 8.596524 \n", + "2 4.031100 10.543597 7.449690 4.031100 7.034673 \n", + "3 4.032894 9.448610 6.808171 4.423993 6.079166 \n", + "4 5.266146 10.701777 7.114870 5.266146 6.403891 \n", + "\n", + " std_centroid percentile_25_centroid percentile_75_centroid \n", + "0 1.563737 6.512305 8.652986 \n", + "1 1.894844 7.056717 9.235177 \n", + "2 2.328665 5.765142 9.435290 \n", + "3 1.978778 5.173547 8.653620 \n", + "4 1.997464 5.539808 8.313428 \n", + "\n", + "[5 rows x 39 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
ABCABCGGnAcidnBaseSpAbs_ASpMax_ASpDiam_ASpAD_ASpMAD_ALogEE_A...SRW10TSRW10MWAMWWPathWPolZagreb1Zagreb2mZagreb1mZagreb2
08.7730118.6325640014.5991642.2447394.38816214.5991641.2165973.370933...8.76483454.650723185.0622838.0461862191154.058.04.8333332.777778
110.81345110.3463930018.4887072.3578694.71573718.4887071.2325803.592641...9.42149246.551655199.1109477.1111053642270.080.06.8055563.583333
210.9228419.5841720016.6853322.4362744.87254916.6853321.1918093.577079...9.69344546.214439191.0807108.3078572712274.087.05.6666673.000000
37.1400176.8733560012.8572792.2143204.42863912.8572791.2857283.188884...8.70300938.792641136.0524297.5584681211144.048.03.7222222.444444
47.3992377.3080330011.6387272.2497784.31127611.6387271.1638733.200300...8.61631452.270726139.0745627.319714125846.049.04.3333332.250000
\n", + "

5 rows × 1613 columns

\n", + "
" + ], + "text/plain": [ + " ABC ABCGG nAcid nBase SpAbs_A SpMax_A SpDiam_A \\\n", + "0 8.773011 8.632564 0 0 14.599164 2.244739 4.388162 \n", + "1 10.813451 10.346393 0 0 18.488707 2.357869 4.715737 \n", + "2 10.922841 9.584172 0 0 16.685332 2.436274 4.872549 \n", + "3 7.140017 6.873356 0 0 12.857279 2.214320 4.428639 \n", + "4 7.399237 7.308033 0 0 11.638727 2.249778 4.311276 \n", + "\n", + " SpAD_A SpMAD_A LogEE_A ... SRW10 TSRW10 MW \\\n", + "0 14.599164 1.216597 3.370933 ... 8.764834 54.650723 185.062283 \n", + "1 18.488707 1.232580 3.592641 ... 9.421492 46.551655 199.110947 \n", + "2 16.685332 1.191809 3.577079 ... 9.693445 46.214439 191.080710 \n", + "3 12.857279 1.285728 3.188884 ... 8.703009 38.792641 136.052429 \n", + "4 11.638727 1.163873 3.200300 ... 8.616314 52.270726 139.074562 \n", + "\n", + " AMW WPath WPol Zagreb1 Zagreb2 mZagreb1 mZagreb2 \n", + "0 8.046186 219 11 54.0 58.0 4.833333 2.777778 \n", + "1 7.111105 364 22 70.0 80.0 6.805556 3.583333 \n", + "2 8.307857 271 22 74.0 87.0 5.666667 3.000000 \n", + "3 7.558468 121 11 44.0 48.0 3.722222 2.444444 \n", + "4 7.319714 125 8 46.0 49.0 4.333333 2.250000 \n", + "\n", + "[5 rows x 1613 columns]" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = train.drop(['identifiers', 'name', 'InchiKey', 'SMILES', 'Unnamed: 0'], axis=1) \n", + "X.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.experimental import enable_iterative_imputer\n", + "from sklearn.impute import IterativeImputer, SimpleImputer\n", + "\n", + "imp = SimpleImputer(strategy=\"most_frequent\")\n", + "Y = df['mean_centroid'].values\n", + "imp.fit(X,Y)\n", + "X = imp.transform(X) " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.linear_model import RidgeCV\n", + "from sklearn.model_selection import train_test_split\n", + "# X = X[:10]\n", + "X_train, X_test, Y_train, Y_test = train_test_split(X, Y, test_size= .3, random_state=69) \n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "RidgeCV(alphas=array([ 0.1, 1. , 10. ]), cv=10, fit_intercept=True,\n", + " gcv_mode=None, normalize=False, scoring=None, store_cv_values=False)" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "#Train the model\n", + "ridge = RidgeCV(cv=10)\n", + "ridge.fit(X_train, Y_train)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "plt.style.use('seaborn-deep')\n", + "from sklearn.metrics import mean_absolute_error, mean_squared_error\n", + "def evaluation(model, X_test, y_test):\n", + " prediction = model.predict(X_test)\n", + " print(prediction.shape)\n", + " mae = mean_absolute_error(y_test, prediction)\n", + " mse = mean_squared_error(y_test, prediction)\n", + " \n", + " plt.figure(figsize=(15, 10))\n", + " plt.scatter(prediction, y_test, c='red', label=\"should be a line\", s=5, alpha=0.8)\n", + "# plt.scatter(y_test, 'blue', label=\"actual\", s=5, alpha=0.6)\n", + " plt.legend()\n", + " plt.ylabel('mean_centroid')\n", + " plt.title(\"MAE {}, MSE {}\".format(round(mae,4), round(mae,4)))\n", + " plt.show()\n", + " \n", + " print('MAE score:', round(mae, 4))\n", + " print('MSE score:', round(mse,4))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(4035,)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MAE score: 0.2716\n", + "MSE score: 0.1408\n" + ] + } + ], + "source": [ + "#Evaluate results\n", + "evaluation(ridge, X_test, Y_test)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "df_test = pd.read_csv('data/test_descriptors.csv')\n", + "df_test = df_test.drop(['identifiers', 'name', 'InchiKey', 'SMILES', 'Unnamed: 0'], axis=1) \n", + "X_test = imp.transform(df_test) " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "df_test.head()\n", + "test_set = X_test" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3363,)" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "prediction = ridge.predict(test_set)\n", + "prediction.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "np.savetxt('predictions_task3_milan.csv', prediction)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "base", + "language": "python", + "name": "base" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Milan/predictions_task3_milan.csv b/Milan/predictions_task3_milan.csv new file mode 100644 index 0000000..66058b5 --- /dev/null +++ b/Milan/predictions_task3_milan.csv @@ -0,0 +1,3363 @@ +8.195455243744870444e+00 +7.736275127794919548e+00 +8.009976353796327331e+00 +7.666293669521534682e+00 +8.682422958110786126e+00 +6.759542692261900854e+00 +8.492095037062746599e+00 +9.370595995814927193e+00 +8.104545010393879423e+00 +7.919114034899089383e+00 +6.981391998006253985e+00 +8.073313515683798514e+00 +7.355241727644627581e+00 +8.822154124397483699e+00 +6.953090157988764730e+00 +7.063276092691245012e+00 +7.852250642432037075e+00 +7.180209327432378608e+00 +7.770880360706463819e+00 +8.022729036364653510e+00 +7.587935227325052878e+00 +8.071129170531063934e+00 +7.907211197381528223e+00 +7.610265929491746739e+00 +7.871985251554443508e+00 +6.940703134740314972e+00 +7.940617812958151056e+00 +6.823646566008601866e+00 +6.748555371439429074e+00 +8.105010645139206105e+00 +7.822802753996540126e+00 +5.519885528622351600e+00 +6.280783201203751887e+00 +7.372824021444136733e+00 +7.490021766556430372e+00 +7.724424870324908987e+00 +7.476744185069808424e+00 +7.208930598404463375e+00 +5.834194765141489825e+00 +7.017756366666071166e+00 +7.906358167314691876e+00 +6.411453810152835331e+00 +7.026590594565761627e+00 +7.593534095148510410e+00 +8.260303008367863242e+00 +6.124466490251272432e+00 +7.380465225219269065e+00 +6.690218976953088870e+00 +7.770583422000234108e+00 +7.325742996238882476e+00 +8.620329721454551120e+00 +8.099778686916943471e+00 +8.201984324997050990e+00 +6.957986501107344068e+00 +7.749285848437438950e+00 +6.159184382492651544e+00 +6.987918017817978722e+00 +7.870466781418084423e+00 +7.769373358572017274e+00 +8.024235202480252127e+00 +7.419560139789141751e+00 +7.839528556211982746e+00 +4.859621112105505958e+00 +6.280828659118628643e+00 +7.092155200843679452e+00 +6.855603879970619374e+00 +7.988970487110941932e+00 +7.430077800120888476e+00 +7.501997929045617575e+00 +7.717227120134288576e+00 +7.827417570833831384e+00 +7.609496022467377330e+00 +7.899430231377222000e+00 +7.634135271553455837e+00 +7.839528556211982746e+00 +7.741194675078236997e+00 +7.424761131020798821e+00 +6.795524487445685935e+00 +5.411347641483176041e+00 +5.995733764119224318e+00 +8.257881518139797095e+00 +7.397646689221786254e+00 +7.724768073908841792e+00 +7.985045252116577785e+00 +5.579643519396585205e+00 +6.684012522984131621e+00 +7.555968533483676808e+00 +8.046403611221387919e+00 +8.318287638013327268e+00 +7.661240644152486290e+00 +7.797785874553511576e+00 +6.858828819982466740e+00 +7.401778126332498431e+00 +8.153787564441239866e+00 +7.552486753938061348e+00 +8.068222372740645909e+00 +8.028030536340516221e+00 +7.106563528716900002e+00 +5.918321674646497499e+00 +7.046556217259683841e+00 +7.800598380286038136e+00 +7.553753177120984041e+00 +8.008272675476643343e+00 +7.554695393972780337e+00 +7.474432386826526553e+00 +8.006910429598971035e+00 +8.225390145037673406e+00 +7.361469506056429246e+00 +7.726809278835424344e+00 +4.859621112105505958e+00 +7.482421788395948070e+00 +4.979680548568580889e+00 +7.046556217259683841e+00 +7.313052677830344628e+00 +6.748846672494544841e+00 +7.637163897965513648e+00 +7.361624550652270393e+00 +5.662356754287650951e+00 +8.228045633908761758e+00 +7.372143492727833092e+00 +8.173911423506124763e+00 +7.015804202859863281e+00 +6.919919605342125024e+00 +7.372143492727833092e+00 +8.272331413024405222e+00 +6.832760419225794912e+00 +7.675147118030020366e+00 +7.551093867782971536e+00 +6.691323093964411051e+00 +6.743314718365414961e+00 +6.637336990349621324e+00 +6.686818816210006844e+00 +5.954451695915720322e+00 +7.450387484537481342e+00 +5.687353373754318042e+00 +7.457888413864206534e+00 +7.057819234068726466e+00 +8.174286477771923742e+00 +6.942119217923941932e+00 +7.903223173832482296e+00 +7.522821468879411277e+00 +8.409314238805340125e+00 +7.989590142979113629e+00 +6.848229688495155898e+00 +8.004819964571508351e+00 +6.974525384782337412e+00 +7.523729768556207453e+00 +8.201420092461896516e+00 +6.324944267070636172e+00 +8.127006366330252973e+00 +7.599263696379836119e+00 +7.677833841875585819e+00 +7.716805125671718280e+00 +7.311171761490228960e+00 +6.837492249604553152e+00 +6.509602171547328453e+00 +7.181632507077879701e+00 +8.256186751755620890e+00 +7.801111719067781003e+00 +8.340489598211426880e+00 +7.978561764101867126e+00 +5.987044847740948583e+00 +8.178457623973436341e+00 +7.449994767414533925e+00 +8.211240752163115886e+00 +8.553976492255332076e+00 +7.698779046105280521e+00 +8.016582183689640928e+00 +6.424098650146442324e+00 +7.765437591875709700e+00 +8.490216855236605298e+00 +5.014002294325388576e+00 +7.111871334386382415e+00 +5.899052658893717549e+00 +4.859621112105505958e+00 +6.181025908519846013e+00 +6.337823518971770653e+00 +7.919362733489266226e+00 +7.620213460009457762e+00 +7.882532343715572765e+00 +6.785532732595991767e+00 +7.036344439262446571e+00 +8.069972502402846359e+00 +4.859621112105505958e+00 +7.024798829502360675e+00 +6.179826728280698234e+00 +6.851362434799554535e+00 +7.840596154031160836e+00 +8.752031260820881897e+00 +8.318639579846895060e+00 +7.142751971193700200e+00 +7.790356600004466614e+00 +6.516097904581914513e+00 +8.705504999923912024e+00 +5.506788943223334343e+00 +6.926952774678859726e+00 +8.199113964790194942e+00 +6.580804283899801987e+00 +7.424761131020798821e+00 +5.843234925410259351e+00 +7.155542091824891315e+00 +7.463862381171916915e+00 +7.859431569344009993e+00 +8.268357013335531747e+00 +5.521784708434416267e+00 +7.289142912434876997e+00 +7.282393112410179725e+00 +7.589279055161918919e+00 +8.154297940103337083e+00 +7.108193330394341203e+00 +7.527179563676991592e+00 +7.216638569266975445e+00 +7.577526902062770908e+00 +8.342782739148169924e+00 +6.436977496855416980e+00 +8.086169916998825258e+00 +8.097159586668301046e+00 +7.728088304452073842e+00 +7.848916304745165995e+00 +7.136205697072434795e+00 +7.225777052332265527e+00 +7.827299446191972265e+00 +8.286577152430567139e+00 +7.586192676432911064e+00 +6.233202861548015505e+00 +7.972380319044587438e+00 +6.455089208422196023e+00 +8.420678941766682968e+00 +7.394831045940250647e+00 +7.324323727147083574e+00 +7.988236763620676584e+00 +7.963705550090546481e+00 +8.239087517523415727e+00 +6.575266779487234814e+00 +6.114814959916122561e+00 +8.199553969920506447e+00 +4.896584573325522882e+00 +8.133457813923254065e+00 +7.688009064354274003e+00 +7.095886007718666733e+00 +7.026590594565761627e+00 +6.790491590133224342e+00 +7.971533028486384787e+00 +8.555091263234434251e+00 +7.966241031683712670e+00 +7.384837570031488774e+00 +7.358357182440021127e+00 +7.050605414442852492e+00 +8.145812117091900006e+00 +7.114581384413129150e+00 +8.379502948122986794e+00 +7.989211871587199809e+00 +8.211514541739257211e+00 +6.662567123224713228e+00 +5.964851509576309496e+00 +7.493184907562290498e+00 +6.173103563576626485e+00 +8.125470318070295406e+00 +7.646565088731354543e+00 +7.685785334349976239e+00 +6.217976807957294128e+00 +7.241282998387599257e+00 +6.529223947181455046e+00 +7.661439889932082359e+00 +6.685304474868469349e+00 +7.121677502235623791e+00 +6.717266809206703826e+00 +7.520522330403445643e+00 +6.904109040604718750e+00 +5.736794919519148550e+00 +8.068450108486421968e+00 +7.930505138634602602e+00 +7.998080955072954801e+00 +7.690780861934630508e+00 +6.202047234152913369e+00 +4.896584573325522882e+00 +7.144271092865514206e+00 +6.915080067625300586e+00 +8.482035455619366004e+00 +7.945372617158014350e+00 +7.483575871483343356e+00 +8.135282665716367489e+00 +9.039108478560828885e+00 +7.171313188402640648e+00 +7.915905442154704375e+00 +8.001611557478611303e+00 +7.464606623282272757e+00 +8.039788097980215653e+00 +7.489443323655191165e+00 +7.610895260043085919e+00 +8.085533719575201062e+00 +7.547274865417814560e+00 +8.338900746125768038e+00 +7.457839376879129567e+00 +8.071129170531063934e+00 +7.723720061022966377e+00 +7.287229610898949161e+00 +7.037839653836329035e+00 +8.011910078563561299e+00 +8.233841379442909059e+00 +7.073741727352523156e+00 +8.002026725969717091e+00 +6.207540801336989489e+00 +8.004819964571508351e+00 +8.170683390998659590e+00 +6.712240162645334962e+00 +7.537303867659574053e+00 +6.915080067625300586e+00 +8.166171448714989012e+00 +5.706584251286436427e+00 +8.347188568235623052e+00 +7.791421125819772087e+00 +7.839437553331348951e+00 +7.431471538488767514e+00 +7.360091698473671507e+00 +6.065706106685949450e+00 +7.326403721964033444e+00 +7.039719695682848055e+00 +6.071244540772362086e+00 +7.898226903887030304e+00 +7.890001986089263397e+00 +7.959148285420957869e+00 +7.241707649205926245e+00 +7.469851302928407932e+00 +7.711495728229571966e+00 +8.279556261843278975e+00 +8.269973627001462546e+00 +6.767457642772386706e+00 +7.858695523412170481e+00 +7.650224659950084494e+00 +7.090565138376470955e+00 +5.411347641483176041e+00 +7.357792853879224104e+00 +7.867251147688385515e+00 +5.924017937756714147e+00 +8.069394651686396358e+00 +7.689341257379648908e+00 +6.674630826146061402e+00 +7.005699206996944817e+00 +8.345011759342881419e+00 +7.677875883182331052e+00 +4.859621112105505958e+00 +7.947956274925787490e+00 +6.899944922324718455e+00 +8.089832373482233052e+00 +7.920617805258430622e+00 +6.361477050602359462e+00 +8.933356528763443549e+00 +8.454138197305654856e+00 +8.056017190168994091e+00 +7.857174351857239891e+00 +7.655416201983893387e+00 +8.455865560931112412e+00 +7.889146254534362690e+00 +6.470258573075096109e+00 +6.932914804669097819e+00 +7.698001465697284829e+00 +6.515917641765549995e+00 +8.074317824077061445e+00 +8.175528299510942176e+00 +7.790717260122542953e+00 +7.477564172038157153e+00 +5.822858609178027223e+00 +8.486360167340615490e+00 +7.894128843223922942e+00 +7.686130671026575101e+00 +7.639589381535073720e+00 +7.751353775011110336e+00 +7.195481877407443605e+00 +7.303155488043175048e+00 +7.475531590019038219e+00 +8.179399100818955048e+00 +8.831322192049908537e+00 +5.779088242001594544e+00 +6.969628870005371901e+00 +7.336518938655748556e+00 +7.028039833204208442e+00 +6.993619114928123714e+00 +6.560111220691368317e+00 +8.791270600493511722e+00 +8.303515424199401807e+00 +8.019426373059587831e+00 +6.962102097803054335e+00 +6.753896997946788439e+00 +7.911826076170270561e+00 +7.589727243252298194e+00 +7.609107608408177015e+00 +7.957243961526929255e+00 +7.768984796472670595e+00 +8.028488336521578006e+00 +7.048554682875598054e+00 +5.692197199950582487e+00 +7.878439273310355873e+00 +6.730462047889168353e+00 +7.259325715408147417e+00 +7.324281261504383522e+00 +7.116183392539462638e+00 +7.513770989405856859e+00 +9.375207632229837884e+00 +7.861727392423931704e+00 +7.000739296513370569e+00 +8.490334164362533187e+00 +6.156021223308527190e+00 +6.653904269956853135e+00 +7.897703243146056096e+00 +5.935274826229540501e+00 +7.458052146925547632e+00 +8.005980213615016439e+00 +5.935370150336471085e+00 +7.236308464582162259e+00 +7.980911119601517889e+00 +6.736916654206359212e+00 +7.483899958932678231e+00 +7.549940674792301465e+00 +8.024277352591424162e+00 +7.014372366222322519e+00 +6.017074623892169072e+00 +7.355707246488635498e+00 +8.488286773892580683e+00 +7.826625244293234474e+00 +6.949679444074083889e+00 +7.705055448976255050e+00 +6.948531618966294232e+00 +7.969557121979865322e+00 +8.432569935677406647e+00 +7.950579631538582603e+00 +7.501905648550499350e+00 +7.036900882014441194e+00 +8.068685798029129330e+00 +7.661581536915361923e+00 +7.677173270003409655e+00 +8.273616604829751253e+00 +7.372143492727833092e+00 +7.531244314309955890e+00 +8.432958541840255506e+00 +7.780900352684567700e+00 +7.605513010728083501e+00 +7.417487916901964518e+00 +8.000615874788415738e+00 +6.813466343336322062e+00 +7.683925522539885478e+00 +6.424098650146442324e+00 +7.934687083096677362e+00 +7.645066387982526912e+00 +7.527179563676991592e+00 +6.518850038028021210e+00 +8.513550540866116734e+00 +7.283542765273883113e+00 +7.070307243322822011e+00 +7.857990222579270601e+00 +6.915080067625300586e+00 +6.662803225988664479e+00 +7.560159349970711595e+00 +7.853737732867851484e+00 +8.717569398030363459e+00 +5.349503591187291462e+00 +7.530106251261667438e+00 +8.081923881491951178e+00 +7.917357243683204260e+00 +6.572964616374077806e+00 +8.022560073911845890e+00 +6.855489128402449950e+00 +6.307504860212656439e+00 +7.148963382196327210e+00 +8.060709095523543866e+00 +6.855489128402449950e+00 +7.176968186246719839e+00 +5.968306594930336217e+00 +5.843234925410259351e+00 +5.890581534107197648e+00 +5.842149898182324108e+00 +7.602775231304563341e+00 +7.443421858168385974e+00 +6.720440359455010615e+00 +5.509287538939501516e+00 +6.347443422198520757e+00 +7.745334513470532478e+00 +7.476210840033091110e+00 +5.771205285668491669e+00 +6.398481298683339702e+00 +6.345392408110722471e+00 +7.266508179932573697e+00 +7.163894958262563506e+00 +6.867642619323732767e+00 +7.100994999290734633e+00 +8.719704307040689883e+00 +7.110574648828793087e+00 +6.664146197377188940e+00 +6.648346073738828466e+00 +8.081438791191374094e+00 +7.899792597803410032e+00 +7.519089368345575508e+00 +6.739372659622818063e+00 +7.968135306765177894e+00 +5.014002294325388576e+00 +7.694049666594893644e+00 +7.250822354479493193e+00 +7.372143492727833092e+00 +8.285723652694660046e+00 +7.026123967770754319e+00 +6.815279573421380022e+00 +7.734459917330888779e+00 +6.132555040605088159e+00 +5.612347832836125150e+00 +8.164156136543345710e+00 +8.228917463213413441e+00 +5.888463044389489198e+00 +5.516040943779551675e+00 +7.554126138792621958e+00 +4.848950346199123018e+00 +8.560892426886479001e+00 +7.665849706603219182e+00 +6.765717507646479056e+00 +6.980722654692320006e+00 +7.621392881712715450e+00 +7.605513010728083501e+00 +5.494741822543092624e+00 +6.606802083181635865e+00 +7.919767028519249408e+00 +6.536945370686507495e+00 +5.738048771451875751e+00 +8.279365282317655783e+00 +7.966977315541261540e+00 +7.827077131979639724e+00 +8.186813887095654607e+00 +7.930875661653820963e+00 +7.691668762759073630e+00 +8.279626852236345869e+00 +7.926586256821233967e+00 +7.995947463236109165e+00 +6.899459255420891779e+00 +6.761334797750945924e+00 +7.738101720052645405e+00 +7.249460353738996332e+00 +8.012197115353357546e+00 +7.673265249970635971e+00 +7.592802886728684086e+00 +7.275397677824820164e+00 +7.674126147167263490e+00 +7.673265249970635971e+00 +6.508488200987805783e+00 +8.260685707150663859e+00 +7.255121202766124711e+00 +7.105319396955773747e+00 +7.457340905373824214e+00 +8.207286446250151357e+00 +7.228933415485784941e+00 +8.055480862141978449e+00 +7.656690313866252318e+00 +8.978689302874492739e+00 +6.277418338525707853e+00 +7.619453998313306720e+00 +8.010304911902071723e+00 +5.206966180982133707e+00 +7.016375695555971070e+00 +7.211026272990293862e+00 +7.118850317775055281e+00 +6.516763096414161183e+00 +7.545331273068390132e+00 +8.121988095032975252e+00 +6.666897934039752727e+00 +7.397629262426447916e+00 +4.859621112105505958e+00 +7.605014848125684068e+00 +8.278966349377862244e+00 +8.243101285438791948e+00 +7.396914321148232219e+00 +6.664146197377188940e+00 +7.010822558835386076e+00 +6.766143162689198576e+00 +7.466102338689874607e+00 +8.028067903553635531e+00 +8.230683025560665556e+00 +7.711101643810742701e+00 +9.278930297779490743e+00 +7.328919875223681046e+00 +7.300763361854075484e+00 +7.050605414442852492e+00 +7.006912587654881008e+00 +8.297242673357560605e+00 +7.976565202432063018e+00 +7.738867207048273578e+00 +7.595658684275119477e+00 +6.854992563817257967e+00 +7.365076250643848965e+00 +8.697693911191569427e+00 +6.989808807310071259e+00 +7.385857605397847081e+00 +8.007930306351688898e+00 +7.233555918531662243e+00 +4.859621112105505958e+00 +6.928521932152023943e+00 +7.788776186389164913e+00 +5.077066641532503866e+00 +7.264707467840821664e+00 +6.190633866687815789e+00 +5.524981590003404719e+00 +6.943461815854532482e+00 +7.991708067681980054e+00 +4.650745470245928104e+00 +7.539255523638734857e+00 +6.836647259456465342e+00 +6.733684390893960980e+00 +7.632868187102415547e+00 +6.944640311943677702e+00 +6.228325612376726994e+00 +5.626712721467686862e+00 +7.282564205947265279e+00 +7.487479970586706557e+00 +7.296362898648713902e+00 +8.356239605691486716e+00 +6.816058040752326797e+00 +7.028570032025709402e+00 +5.862916113566143395e+00 +7.918747090088512408e+00 +7.913415974920150475e+00 +5.521417474376336010e+00 +7.833399797731884107e+00 +5.603171099156353918e+00 +8.374367385072472914e+00 +5.863293692100407739e+00 +5.860674717567219361e+00 +6.918895095669841844e+00 +6.965329234637344769e+00 +7.954957874176855626e+00 +7.799691748360563892e+00 +7.359237380815277341e+00 +7.337086383306743009e+00 +7.264474766202456024e+00 +7.520960933677724114e+00 +7.950606316416044095e+00 +7.079023846857001701e+00 +7.435524547085447189e+00 +7.426851077633768838e+00 +7.569726467500897726e+00 +8.420729228338901251e+00 +8.654314904353903160e+00 +8.088700973044183229e+00 +6.696975537210350993e+00 +7.869643003007221971e+00 +6.311406759908200215e+00 +7.541555189855857932e+00 +5.726982175542815412e+00 +7.872161618363804791e+00 +5.676480444846809803e+00 +5.996595668613187158e+00 +5.640699144338130466e+00 +7.575943747714992682e+00 +7.758508264027986989e+00 +7.911229579281818580e+00 +4.859621112105505958e+00 +8.546448549653259619e+00 +8.046427856099057863e+00 +7.117640685864032868e+00 +7.923680062981985017e+00 +7.660453131870219146e+00 +7.532108121231651410e+00 +8.075339662804756458e+00 +7.166997021354996278e+00 +6.194973944028881796e+00 +8.429792722025529983e+00 +7.561828312476283287e+00 +7.262999807395065233e+00 +7.936480365786054314e+00 +7.114273103700447187e+00 +7.022659545115411461e+00 +8.200607982242805960e+00 +7.692801316141220092e+00 +7.341699423757065190e+00 +7.574787938932022513e+00 +5.603171099156353918e+00 +8.540496104761864160e+00 +8.200918651031233964e+00 +7.995954952192410481e+00 +7.259018974482537523e+00 +8.460496813827422358e+00 +6.259585427719315476e+00 +7.560672455880596665e+00 +8.042743271846065412e+00 +4.859621112105505958e+00 +6.548811540362820871e+00 +7.420346619372315544e+00 +7.846684615223896486e+00 +6.113155552756291300e+00 +7.889260960108576803e+00 +5.979428829821025637e+00 +7.087432098066517305e+00 +6.653904269956853135e+00 +9.062936024644667299e+00 +7.791492116183062144e+00 +7.269047423632046367e+00 +8.575392885491581296e+00 +8.049679041138581681e+00 +8.046804722509822483e+00 +5.918321674646497499e+00 +7.308692224253505287e+00 +7.891893110375173492e+00 +7.417326146513464558e+00 +7.051108128771311989e+00 +7.786412105648885529e+00 +8.280952106524829048e+00 +6.712240162645334962e+00 +6.915080067625300586e+00 +7.755055920536662484e+00 +6.489434842372285850e+00 +8.314022738063833629e+00 +5.518956842193563972e+00 +7.814740545912727043e+00 +8.156334492447246731e+00 +8.223374706001044032e+00 +7.642928436754743871e+00 +7.716868673862872896e+00 +5.332274781322496437e+00 +6.969628870005371901e+00 +7.613345852968492977e+00 +6.280378967581298433e+00 +7.338083249439443456e+00 +8.397026113734238351e+00 +6.975074708327838380e+00 +7.373054305826086008e+00 +8.168840130887899065e+00 +7.733822346440167195e+00 +6.932673850620775902e+00 +7.929839213565360367e+00 +7.749472232673274341e+00 +6.783621667838466429e+00 +7.498922030011148543e+00 +7.612542729829227639e+00 +6.761809973787457295e+00 +6.224575555984628750e+00 +6.886664204474487683e+00 +7.795661194669503580e+00 +6.859888267651105487e+00 +7.351169241258369347e+00 +6.657295959514082817e+00 +7.457458906734752091e+00 +7.105646652656976592e+00 +8.096274168427525453e+00 +7.913598851788948174e+00 +8.150283180244558778e+00 +6.891321678235293291e+00 +4.859621112105505958e+00 +7.602775231304563341e+00 +8.609014624801517357e+00 +5.802630239696958903e+00 +7.403200938440111400e+00 +7.867924093496909244e+00 +6.966095400931779480e+00 +6.543977872201837798e+00 +7.438490579983957574e+00 +8.256700477581299324e+00 +8.052713387857480143e+00 +7.564616665996134692e+00 +6.945401363492221591e+00 +7.823781456406557311e+00 +7.603966110066805228e+00 +7.173247964414088962e+00 +6.370005087328839188e+00 +8.213699085629603047e+00 +7.339421812024949254e+00 +7.900206849030356082e+00 +7.203934760101096124e+00 +8.218176644297587430e+00 +8.345763956509339110e+00 +7.609221861591341174e+00 +7.698488332644201293e+00 +8.032512762709073328e+00 +7.278287806072443189e+00 +7.823419532550536459e+00 +5.863956178073639336e+00 +8.297617153442461202e+00 +4.328131450906821165e+00 +8.289530745675987689e+00 +8.658043261392535328e+00 +7.706801312948856619e+00 +8.356731090575221899e+00 +8.283197619025385094e+00 +7.119242332938100937e+00 +7.027384332480665741e+00 +7.243283070679727764e+00 +7.748521495618648558e+00 +6.078830170624576645e+00 +8.108035316593753095e+00 +8.002112924241659542e+00 +6.837492249604553152e+00 +8.035441059194495139e+00 +8.827708830610420776e+00 +8.007110402060046539e+00 +7.766552077228627837e+00 +8.172250278832553505e+00 +8.596058032924664971e+00 +7.202455739910865518e+00 +7.994235307233843457e+00 +7.633965800844856098e+00 +5.833719618730048850e+00 +7.589108736947121514e+00 +7.811768537194864415e+00 +7.584243215346739397e+00 +6.247503614090849311e+00 +7.881638450939028928e+00 +6.390776381583203936e+00 +8.322707621222583896e+00 +7.250822354479493193e+00 +6.657595413799079154e+00 +5.931917040917933370e+00 +7.047219891298706962e+00 +7.333578662989567398e+00 +6.751428608226965444e+00 +7.016624382186960496e+00 +7.666653135710585154e+00 +6.453717287977495332e+00 +8.276529494997445724e+00 +8.416287084399794338e+00 +7.328066831718549778e+00 +7.061943048771468057e+00 +7.739243227164275041e+00 +7.606756892601044484e+00 +8.320540611250754282e+00 +4.809769263479494406e+00 +7.072026707328278761e+00 +7.910326546528715141e+00 +7.571727332405608024e+00 +6.968092997529814703e+00 +6.466494711454634725e+00 +7.447554904284112709e+00 +6.343017421778800013e+00 +7.664273895559237992e+00 +7.329038620009925786e+00 +7.078974729646878572e+00 +6.880669326592978585e+00 +7.905159541274324297e+00 +7.919684289457855186e+00 +7.920764894624186425e+00 +7.756270588946066802e+00 +4.859621112105505958e+00 +6.879749959128006687e+00 +7.066432503017245459e+00 +7.263077078892576921e+00 +8.329456584239203210e+00 +7.579844735153519864e+00 +7.970542522576317346e+00 +6.604211983118672080e+00 +7.501160594786853153e+00 +5.784594468260910283e+00 +7.722924956882788905e+00 +7.019719319403409763e+00 +7.865786470407139852e+00 +7.303177605273812212e+00 +6.958177815207003292e+00 +7.336823876082270601e+00 +7.387098094176254293e+00 +7.041908393252264808e+00 +7.633828116191969215e+00 +6.536132624585302864e+00 +7.052164778680699797e+00 +7.064893199896503440e+00 +7.813937331078355086e+00 +7.283659632233086434e+00 +8.377098128549180345e+00 +8.223763106558644509e+00 +7.631041913216352057e+00 +7.777992007305056354e+00 +7.606832381481821059e+00 +7.769502695579508789e+00 +7.247431553890189448e+00 +7.588136720075284281e+00 +6.745859154993617324e+00 +7.576246424138016522e+00 +5.742258894196904606e+00 +6.320184903212941130e+00 +7.717511244832253148e+00 +8.310247114529104806e+00 +6.238248663929960358e+00 +8.262021987602057749e+00 +7.415322368216939353e+00 +8.693045691274043918e+00 +7.038747948041422120e+00 +8.155561138308391023e+00 +8.512004783757287640e+00 +7.473134328795189241e+00 +8.710229736562979497e+00 +7.315642799810052388e+00 +6.528690942258323027e+00 +8.047879230596587163e+00 +7.269970051912028275e+00 +7.569158734117189091e+00 +7.127072604805697154e+00 +7.580827333054106276e+00 +7.093959672028260499e+00 +7.625280260139537525e+00 +6.453254238946514398e+00 +7.964026499897696176e+00 +7.770166814685881995e+00 +7.904721770889403309e+00 +7.265132536219296000e+00 +7.783221391402900480e+00 +6.881810382295590500e+00 +6.942786593510300364e+00 +7.577748134116223611e+00 +6.340495289845707205e+00 +7.154402694851951239e+00 +7.158893714518265838e+00 +6.192688937046483488e+00 +6.619006167744367453e+00 +7.429038598127351456e+00 +8.197847890292118578e+00 +7.808753081394947060e+00 +7.172220894940682712e+00 +8.180078965596019103e+00 +4.859621112105505958e+00 +7.644902248617648333e+00 +7.144270932302431376e+00 +7.624598199003065346e+00 +6.837492249604553152e+00 +5.229664022780545096e+00 +7.418953856122158186e+00 +6.573063630325174600e+00 +7.822802753996540126e+00 +8.053937569420575926e+00 +7.741194675078236997e+00 +6.381916202472685207e+00 +6.266119734769713290e+00 +5.612360516684852918e+00 +7.805110488683900449e+00 +6.653904269956853135e+00 +8.234929071700960890e+00 +7.811344799088008273e+00 +7.016991383040085850e+00 +7.398018168079476986e+00 +7.925105454236827107e+00 +5.603171099156353918e+00 +8.063983495024951154e+00 +6.904191791207887618e+00 +6.381049228513847815e+00 +8.081418019712428347e+00 +7.857148180056730880e+00 +7.227335226369936194e+00 +7.459910237473970085e+00 +7.573475455895129826e+00 +7.907597771422181232e+00 +9.686602436690574081e+00 +8.326745967145155802e+00 +6.800363801973146494e+00 +7.508994046102055009e+00 +7.922678912244554894e+00 +7.067414122645661045e+00 +7.520917858172327719e+00 +7.879994602705890472e+00 +7.735287436269731920e+00 +6.536512183812304144e+00 +7.127453517509098724e+00 +7.119242332938100937e+00 +7.785634012136337212e+00 +5.305012262198268047e+00 +8.739695706635899342e+00 +7.195295362717889276e+00 +6.627134048024022839e+00 +7.363390876769117632e+00 +7.278221229539959758e+00 +6.718548726291436068e+00 +7.753556469601647905e+00 +4.709924848715949963e+00 +7.580145162641942491e+00 +7.674242375288085505e+00 +8.104602148033883680e+00 +5.820274046820360425e+00 +6.820540864861253993e+00 +7.273161676629546157e+00 +7.760484580912769381e+00 +4.897930198355834541e+00 +5.913645233069001250e+00 +6.899715327021111122e+00 +7.137360686724409931e+00 +7.666653135710585154e+00 +8.998397069834927819e+00 +7.519253061720891473e+00 +6.742037431592660113e+00 +6.192608292127028236e+00 +7.436877865780512131e+00 +5.990784745618423557e+00 +7.493938208997612982e+00 +7.753103723988543194e+00 +7.250371803858064901e+00 +8.019426373059587831e+00 +5.980575466751033353e+00 +8.245992082990017735e+00 +7.253388342068250338e+00 +7.956891557740942922e+00 +7.388959722087363069e+00 +6.924964695027394868e+00 +5.676480444846809803e+00 +7.320074884735494614e+00 +9.149664734034551827e+00 +8.203701455521452246e+00 +7.464197100733066748e+00 +7.481969187027170065e+00 +6.483811421565343736e+00 +7.470736645588563540e+00 +4.859621112105505958e+00 +7.897102914675850904e+00 +7.368435778127617297e+00 +7.616694439239905634e+00 +8.120536866494875383e+00 +7.317698221702369388e+00 +7.537303867659574053e+00 +7.613511749797588379e+00 +5.410110071190031178e+00 +7.855331465059627760e+00 +7.346685244782506174e+00 +7.056193263677661420e+00 +7.207044710232948681e+00 +7.291037071033572126e+00 +7.935963991444733523e+00 +7.937523347944045682e+00 +7.998281121372539992e+00 +6.934976467389725840e+00 +7.461617704126358497e+00 +8.117457210143385282e+00 +6.518280490606238153e+00 +6.874390199962116199e+00 +7.820857209149873590e+00 +7.807255782177715986e+00 +7.732071331518492130e+00 +7.883813343329431511e+00 +7.003137758607146601e+00 +7.647240296747447985e+00 +8.419519379620872712e+00 +6.406953906441479774e+00 +7.665932727321356666e+00 +6.733684390893960980e+00 +5.610238424586442285e+00 +8.067648089580744752e+00 +7.826298533687535475e+00 +7.716774240611522728e+00 +7.774026797194171223e+00 +7.443298136186623282e+00 +6.602434382607059504e+00 +7.432829809300238288e+00 +7.118456240900105314e+00 +6.437812684911373928e+00 +5.996350750319268563e+00 +7.602775231304563341e+00 +5.843234925410259351e+00 +7.762010434514280632e+00 +8.762981061993501797e+00 +7.963117792611541290e+00 +8.255976734056400090e+00 +6.651367984574061865e+00 +7.644456569601899787e+00 +8.026445495265763341e+00 +7.770944492943804072e+00 +8.642541912609251753e+00 +7.449994767414533925e+00 +7.041103098637846003e+00 +7.256287375201392109e+00 +6.585636435680832790e+00 +7.414609696946776296e+00 +7.557239628226418482e+00 +8.380249741483368098e+00 +7.843202517949421804e+00 +6.390894862947911648e+00 +5.640699144338130466e+00 +8.023395001935519133e+00 +5.901955054807483059e+00 +7.065332729930321243e+00 +8.156145464261166822e+00 +7.641351406283793501e+00 +5.077066641532503866e+00 +7.666983118967925392e+00 +6.344959900894714622e+00 +7.855766728902724871e+00 +7.496192411903774833e+00 +8.462210478526413837e+00 +7.829529718298481988e+00 +7.419308917169949780e+00 +6.620213095807839565e+00 +8.134030758911370285e+00 +6.411258894220540405e+00 +5.455593547817253253e+00 +7.784441526924536170e+00 +6.416277494493120237e+00 +6.901530235597165941e+00 +7.185950150908054113e+00 +7.809543070016116140e+00 +6.333199623310838078e+00 +7.652033230172341050e+00 +8.027947728751589906e+00 +9.663396284877926234e+00 +8.057826417100519834e+00 +7.372143492727833092e+00 +7.126512485494159499e+00 +8.000955966308287870e+00 +8.087624879818978485e+00 +7.068221151566802973e+00 +7.373652130479477762e+00 +6.618068798268346598e+00 +8.898993577616817419e+00 +6.390862142698518156e+00 +7.388358367541347782e+00 +8.054660398081132655e+00 +6.447666337828252381e+00 +7.372192326047376731e+00 +8.304828591434539220e+00 +6.729238208289557654e+00 +8.362871067854920071e+00 +7.950708590217050897e+00 +6.501611611676626268e+00 +7.627320931574068652e+00 +7.961778705053167648e+00 +7.508296102052963050e+00 +7.137736940046090162e+00 +8.241057592653552533e+00 +8.024353674399101521e+00 +6.530177786681713670e+00 +7.137736940046090162e+00 +7.142244061099060737e+00 +7.987223545677915482e+00 +8.274692274994436048e+00 +6.096427197157600730e+00 +7.718081257843692811e+00 +8.153255457888784363e+00 +4.859621112105505958e+00 +7.137736940046090162e+00 +6.076560383922767983e+00 +7.575029176336678383e+00 +7.434419254622544493e+00 +8.276955402073111756e+00 +6.370612310046168680e+00 +7.059992571101054715e+00 +6.718119983011699325e+00 +6.472783517256941010e+00 +6.934297213544341254e+00 +8.138759799073103096e+00 +6.613203805636628019e+00 +6.125060667569568906e+00 +7.766999337512626056e+00 +8.071129170531063934e+00 +7.826454676951661860e+00 +6.798306013015481319e+00 +7.458964142072247228e+00 +7.117790976939155634e+00 +6.371659108375395064e+00 +6.225839378131798441e+00 +6.185329089159719018e+00 +7.022275416423827465e+00 +7.130441396193915260e+00 +5.480012859655182922e+00 +7.273353447026954299e+00 +8.331754624461867209e+00 +6.523801447276026622e+00 +7.167370911444004733e+00 +8.240766675931642027e+00 +8.205876638034105497e+00 +7.850637530374234174e+00 +7.591963730464875937e+00 +6.529688327374150170e+00 +5.887689479079327270e+00 +5.979428829821025637e+00 +7.842569951176086462e+00 +7.319142431047685804e+00 +7.669850822113385647e+00 +6.718725132686680368e+00 +8.225157317983947891e+00 +6.512041923515399233e+00 +7.929836743346742267e+00 +7.002575041441049031e+00 +7.296542482365032001e+00 +8.341783806797046452e+00 +7.024417541450862501e+00 +6.978680110992209862e+00 +7.197162775104362531e+00 +7.824856189092941783e+00 +6.179928698438589052e+00 +7.912401358788434536e+00 +7.175695085368358761e+00 +7.406312433390151995e+00 +7.650315886783600305e+00 +7.606643311945523678e+00 +6.902319945425673176e+00 +7.246341712911297250e+00 +8.715082741749096584e+00 +7.257764884746247702e+00 +6.590766863681228216e+00 +6.402451169382301188e+00 +8.298944932081873560e+00 +7.375365890432169280e+00 +7.006912587654881008e+00 +6.867621528261387276e+00 +7.121677502235623791e+00 +7.560260235217824309e+00 +7.160970219774277723e+00 +8.145602443776999380e+00 +5.899192081848005031e+00 +4.809769263479494406e+00 +7.202970654853581678e+00 +8.050077290841175071e+00 +8.533143202839525543e+00 +6.277258179980218955e+00 +7.989590142979113629e+00 +7.283461296954262032e+00 +7.205501232428627389e+00 +7.469128429799889446e+00 +7.114242586023010517e+00 +7.043950236263555986e+00 +7.904721770889403309e+00 +6.158993696128065132e+00 +8.550213033727155576e+00 +7.351147405140234348e+00 +7.345739983903792236e+00 +7.725525650729079707e+00 +6.830841290537549959e+00 +7.584345941255167034e+00 +8.429603784924166732e+00 +7.783574817624182351e+00 +6.889736013974520290e+00 +5.678706447079040487e+00 +8.244721103235415072e+00 +7.793157076824052787e+00 +5.903555392071767827e+00 +6.880773572117947268e+00 +7.803128250704457258e+00 +5.500136482731885934e+00 +8.189851425035413968e+00 +6.277258179980218955e+00 +6.841144905388334863e+00 +7.424761131020798821e+00 +8.149940205294420537e+00 +7.388556778615380516e+00 +7.065332729930321243e+00 +8.115238981375870964e+00 +6.206482062577212133e+00 +7.049664377738733556e+00 +8.172982875338631104e+00 +7.853261040055759423e+00 +7.718012333887246612e+00 +6.612337264444811957e+00 +6.597190997949258673e+00 +7.402742113949727809e+00 +6.849885939886538821e+00 +6.639620596699508326e+00 +8.050305427963246885e+00 +8.298944932081873560e+00 +8.284092042220493113e+00 +7.449232071689978696e+00 +6.940638639154098399e+00 +7.722004686800358009e+00 +7.781259333767864383e+00 +6.721935254690631467e+00 +8.053387033808729001e+00 +7.636727677954659121e+00 +8.284092042220493113e+00 +8.365576421592141543e+00 +7.661438434075766857e+00 +6.225266500543147785e+00 +8.173072756180959075e+00 +8.232656782086404945e+00 +6.824624170181460059e+00 +8.917064062384259415e+00 +8.338900746125768038e+00 +7.922591985836904271e+00 +7.684482131040303088e+00 +7.758670787771135835e+00 +8.149279120247831187e+00 +7.320167763808880679e+00 +5.784594468260910283e+00 +7.954409952664548200e+00 +7.832293428981268235e+00 +7.612148633684352461e+00 +8.087752701788229359e+00 +7.746616194245177667e+00 +7.274284110799967173e+00 +5.576776089828789473e+00 +7.863481964821454007e+00 +7.029711486712669988e+00 +7.246366138483070429e+00 +8.769560572982690871e+00 +8.292730710947521899e+00 +8.017297776467085413e+00 +7.071345682937309363e+00 +8.066309324089690591e+00 +7.512023479513469049e+00 +7.991516380196420855e+00 +7.755869519489329456e+00 +7.523946847672629445e+00 +7.495179794102285520e+00 +7.109136432909706649e+00 +7.865206668773238263e+00 +6.945959605593861497e+00 +6.530177786681713670e+00 +6.686219432823865993e+00 +8.710229736562979497e+00 +7.124295395716487178e+00 +6.438575734221053892e+00 +8.223129686374443637e+00 +8.915470179419893171e+00 +8.121326475240158160e+00 +7.788929068679007806e+00 +7.267775413984605137e+00 +7.573475455895129826e+00 +8.403068376323380662e+00 +8.472955050343562888e+00 +7.245270395106508943e+00 +5.994432534557858183e+00 +7.760745397880389973e+00 +7.715578104909930346e+00 +8.468172986119354206e+00 +7.268956774901933926e+00 +7.531710374793139984e+00 +7.829006696814556854e+00 +7.422242554351476507e+00 +6.016933587081036983e+00 +7.553489109178911143e+00 +7.794672479567498868e+00 +8.664411558775757527e+00 +6.950233726641116050e+00 +8.554944236179711226e+00 +6.716377765773295039e+00 +8.945510086697680663e+00 +7.360537479151574303e+00 +5.740224250766449821e+00 +7.328543574558344709e+00 +8.047052438269407304e+00 +6.957986501107344068e+00 +8.115945890842704458e+00 +7.049324763743600286e+00 +6.753579182607454712e+00 +7.415105492017652900e+00 +8.082026483554782814e+00 +7.892499898094312627e+00 +7.477368814763420524e+00 +6.953090157988764730e+00 +8.211705557354104457e+00 +7.502295277674537743e+00 +7.986671981956940947e+00 +6.486118969542111756e+00 +7.114581384413129150e+00 +5.211645654178665765e+00 +7.953606190449074020e+00 +7.447319600245857707e+00 +7.625715274834843349e+00 +7.514863662716510184e+00 +5.405820699038171639e+00 +7.473333259313815091e+00 +8.252782226449030034e+00 +8.140386873786429334e+00 +8.108046136743601195e+00 +7.651579889866484407e+00 +7.527179563676991592e+00 +6.716124308107419338e+00 +6.366975055329201716e+00 +7.627190644030363842e+00 +6.868699753047838641e+00 +7.929147015941203414e+00 +8.001033434623554541e+00 +6.097923766515193300e+00 +7.782981878140273757e+00 +6.627134048024022839e+00 +7.489228709716350352e+00 +7.867254235910102977e+00 +8.185796129094285334e+00 +7.956961242250904398e+00 +7.121677502235623791e+00 +7.466761530866308227e+00 +6.627134048024022839e+00 +6.901916381257601429e+00 +7.028039833204208442e+00 +7.832972851730160890e+00 +5.516009806707474539e+00 +7.341902362201859766e+00 +7.621871061433399319e+00 +7.813266086130775001e+00 +7.904705969847823255e+00 +8.113660203548452188e+00 +5.494741822543092624e+00 +7.452315206425961236e+00 +6.658551674559471500e+00 +7.333349045156015045e+00 +7.903130510207303949e+00 +6.704633983047224355e+00 +8.359458318118255349e+00 +7.488432183962485666e+00 +8.159415023946399614e+00 +8.002167834525875989e+00 +7.158893714518265838e+00 +7.328153089948467702e+00 +7.787596685245700812e+00 +7.123224098616154798e+00 +7.372143492727833092e+00 +7.149853727449701601e+00 +7.905020692602725774e+00 +7.061932185746554680e+00 +8.338112527382470773e+00 +7.822449379760383792e+00 +5.486705814125244274e+00 +7.624137579889732841e+00 +6.855489128402449950e+00 +5.671331480847367601e+00 +7.637271433572588641e+00 +9.662784499522603099e+00 +6.360168270832068593e+00 +7.970371544528614294e+00 +7.304440438306660788e+00 +6.255782498776904177e+00 +8.245611755567072265e+00 +7.718896317969919707e+00 +7.788547509623101384e+00 +8.258719269812267783e+00 +5.924017937756714147e+00 +7.938558312546545537e+00 +8.092561626804952724e+00 +6.086709142873948153e+00 +6.584905670648550924e+00 +7.799653107707721134e+00 +6.721935254690631467e+00 +6.626453089232852811e+00 +7.652459594009498822e+00 +8.776790274096272881e+00 +8.298050612145745575e+00 +6.664146197377188940e+00 +7.203029930063850728e+00 +8.261140515396524719e+00 +4.859621112105505958e+00 +7.014405075872239159e+00 +7.505253452637927758e+00 +8.154610559531125347e+00 +7.852433995809928291e+00 +5.676480444846809803e+00 +5.423242331876698685e+00 +6.839399208087559856e+00 +6.653904269956853135e+00 +6.291422148268195791e+00 +7.253388342068250338e+00 +6.181423307037371195e+00 +5.628905286596855184e+00 +7.975334807653607250e+00 +7.624609921966627901e+00 +7.693819591049681605e+00 +7.823628213114249164e+00 +7.751588588577977390e+00 +7.158893714518265838e+00 +7.593202819996395014e+00 +7.619420792451731650e+00 +7.997010784745844703e+00 +7.880193222769432460e+00 +7.472681515900017502e+00 +7.883871612125604500e+00 +7.077636388640815568e+00 +6.448825683170376522e+00 +8.122000801628612265e+00 +7.237681989980772279e+00 +8.109532839293606798e+00 +7.868203761933459717e+00 +8.019072609796070950e+00 +5.479116445436266858e+00 +8.019539904170496669e+00 +8.514906825456204587e+00 +7.789150925827803995e+00 +7.973235342673153703e+00 +6.623866789540702626e+00 +7.275603902801685230e+00 +6.418256628175290857e+00 +8.036064261846519230e+00 +8.006508180915231421e+00 +8.089881587965383147e+00 +7.313384228137610243e+00 +7.442330278778479524e+00 +6.808643872787359719e+00 +7.319755438625765720e+00 +8.320663558583817121e+00 +5.164913116042981756e+00 +7.906239402692108342e+00 +8.041581194953511869e+00 +7.350503165571833364e+00 +7.300861158893867220e+00 +8.726378975082797140e+00 +8.137876356038477255e+00 +7.158893714518265838e+00 +7.164624295270317411e+00 +7.989575110921011358e+00 +7.928937436561153795e+00 +6.953393352303899100e+00 +7.392759735783882569e+00 +8.302549863735389835e+00 +6.592337519263936407e+00 +8.339213655981337681e+00 +7.855640993992710541e+00 +7.662985250428819839e+00 +6.619844095485317936e+00 +7.715519908252804981e+00 +8.362215893388285082e+00 +6.388613680934559724e+00 +7.790717260122542953e+00 +8.125187284461912185e+00 +6.986450550455389319e+00 +7.248193291830610008e+00 +7.339033304176020955e+00 +7.782707753913054027e+00 +7.916591080866075103e+00 +7.041322130062496853e+00 +7.888844240939611119e+00 +8.020673667311628563e+00 +8.273890085939449079e+00 +8.127843479661699178e+00 +6.664146197377188940e+00 +8.324993956012127327e+00 +7.742488619390099913e+00 +8.160718308209791161e+00 +6.083455239101480672e+00 +6.999012821907356852e+00 +7.259866716892394933e+00 +8.277988736437777106e+00 +6.199499521174234751e+00 +7.258155717184097355e+00 +7.846446705503783647e+00 +7.473333259313815091e+00 +6.005856736583760735e+00 +5.868923248326602504e+00 +6.987918017817978722e+00 +7.897520774749737349e+00 +7.637243041341873706e+00 +7.646565088731354543e+00 +7.137736940046090162e+00 +8.132346180997064522e+00 +7.623594035821980697e+00 +7.879390851772765103e+00 +7.854596399581566857e+00 +6.520929935777586728e+00 +7.834134940047861484e+00 +7.973577193701859578e+00 +7.783757942450247214e+00 +7.882715975023884880e+00 +7.950425305319443581e+00 +6.736908470950662142e+00 +7.498477459874799855e+00 +7.624609921966627901e+00 +8.058790126342412208e+00 +8.332263366777761249e+00 +7.224363656351706631e+00 +7.260720968810049136e+00 +7.691424546431926856e+00 +7.947211198933579190e+00 +8.514576226362715161e+00 +7.877328203629436310e+00 +6.418720595695510234e+00 +4.859621112105505958e+00 +7.003310168945196423e+00 +7.323345707228658519e+00 +8.254135118273923766e+00 +6.256364541610985874e+00 +7.747607653814857720e+00 +8.879193363302469777e+00 +7.592864448687198120e+00 +7.848496109623767758e+00 +6.524776016237819221e+00 +6.747531534144013854e+00 +7.289841975184337741e+00 +7.541961481187658300e+00 +7.589330206568875248e+00 +8.162537680038177257e+00 +6.907519023847124018e+00 +8.024506992007934159e+00 +7.443514793473108071e+00 +8.049353579297145345e+00 +7.420700629900634837e+00 +6.998451394292441563e+00 +7.861588018302888337e+00 +7.781047715867670966e+00 +7.931439187459227824e+00 +7.994374466076254571e+00 +8.366049935571822971e+00 +6.671347303283694075e+00 +7.067414122645661045e+00 +7.540904145537474790e+00 +8.039411057619538781e+00 +7.209314853016933533e+00 +6.879429292071988833e+00 +7.290339027469494582e+00 +7.093530476727935685e+00 +7.992025263157005455e+00 +7.272257401228679363e+00 +5.479116445436266858e+00 +7.875857648112078557e+00 +7.932909618263855656e+00 +8.245785843778415725e+00 +7.899705276461045145e+00 +7.041026104295369237e+00 +8.423983251776517633e+00 +6.906609790003030547e+00 +4.859621112105505958e+00 +7.979025315639931115e+00 +6.302787595029569090e+00 +7.259325715408147417e+00 +7.029956538992703230e+00 +8.133362381028206300e+00 +8.041726401110246059e+00 +8.062697737946855625e+00 +7.116326374942933519e+00 +7.479369334154521098e+00 +7.232091911096728332e+00 +6.815563194648280643e+00 +6.815999985763607327e+00 +7.549649646043016915e+00 +7.868337139836718563e+00 +7.913257969589780672e+00 +4.809769263479494406e+00 +8.171444543811693606e+00 +8.067201572956186340e+00 +7.164346089392546801e+00 +8.129919556864752650e+00 +7.773004188361811728e+00 +7.705535474310537758e+00 +6.833393435416299511e+00 +7.240772150809007712e+00 +5.217267644599405507e+00 +7.137984685656587835e+00 +6.654816210755702954e+00 +7.440784059191691391e+00 +7.012476449297540881e+00 +6.852338703964511168e+00 +7.560167495605655041e+00 +6.707507449110259756e+00 +7.680928194164383882e+00 +8.656903272036267083e+00 +6.514746266911110695e+00 +7.594338455230646545e+00 +7.068974486621665498e+00 +5.722804429812278215e+00 +7.569053682283946927e+00 +7.651990921231189624e+00 +8.139705276515568855e+00 +6.310446509816970639e+00 +8.225777795458546038e+00 +7.320368360797083973e+00 +6.333131790971246566e+00 +7.447182466786353316e+00 +7.843609225518451744e+00 +8.443649998199163065e+00 +8.051020269673729857e+00 +7.284785874500445679e+00 +6.144783336453751410e+00 +7.105987943709348720e+00 +8.369792789305186886e+00 +8.314755118222910468e+00 +5.494741822543092624e+00 +8.188153302267446421e+00 +7.061519237905561575e+00 +5.521410100332495574e+00 +6.844436823418162952e+00 +5.567745117687211476e+00 +7.527179563676991592e+00 +6.300473610546663217e+00 +8.496570827124848790e+00 +7.866039982281580301e+00 +8.262021987602057749e+00 +7.869078824858652510e+00 +7.328613215609058429e+00 +6.947873583202828662e+00 +5.812495758965154025e+00 +6.797175792997920851e+00 +6.641532976919556575e+00 +5.896353855189854443e+00 +6.256094780776599862e+00 +4.859621112105505958e+00 +8.249318707645226567e+00 +7.151485993943662578e+00 +5.802630239696958903e+00 +7.451658726233586272e+00 +6.886779984620943651e+00 +7.215796630895840558e+00 +7.645723613190812173e+00 +8.694610502003111918e+00 +7.805479396841493056e+00 +5.077066641532503866e+00 +7.765351744719443339e+00 +6.179826728280698234e+00 +7.481955928254745203e+00 +8.019894505196022649e+00 +7.909984324000451039e+00 +6.297929327851153225e+00 +7.728203996981013013e+00 +9.032108927705372992e+00 +7.137736940046090162e+00 +7.557583258354976685e+00 +6.957986501107344068e+00 +7.669888752927425557e+00 +7.247431553890189448e+00 +7.753232160688173558e+00 +7.370648034103743029e+00 +6.915008725278315893e+00 +6.569756721849302927e+00 +7.171539705452730118e+00 +8.213101303462137182e+00 +7.942895505025521885e+00 +5.980122459143883518e+00 +5.979428829821025637e+00 +7.280215687788235357e+00 +5.580814832216077548e+00 +6.614442335073684731e+00 +7.549649646043016915e+00 +6.541532504949125304e+00 +7.020308552581075112e+00 +6.060246441548265750e+00 +7.820814677075459187e+00 +5.906808345880165234e+00 +6.986772608203815516e+00 +7.900269695671052084e+00 +5.520815069295877286e+00 +5.458820499780136615e+00 +6.746485123473238588e+00 +7.466578523857027250e+00 +4.677781710013491079e+00 +8.553200657165493936e+00 +8.320056456002877354e+00 +6.759542692261900854e+00 +5.580814832216077548e+00 +7.032424592383232032e+00 +8.243748705178422398e+00 +8.004221073368086081e+00 +7.659659749733971346e+00 +8.155734418165272004e+00 +6.563655634233969138e+00 +8.218000889794453201e+00 +7.058403614748384847e+00 +7.200610098431427630e+00 +7.920764894624186425e+00 +7.606209271024995999e+00 +7.986225560168803916e+00 +7.437368873250868262e+00 +7.648249296981807888e+00 +7.276728612739996827e+00 +5.260465473575344220e+00 +7.119117996520172298e+00 +7.956530919120154977e+00 +5.576776089828789473e+00 +8.183154587521160650e+00 +6.916801771404040622e+00 +7.515038836081039619e+00 +6.279853915409966625e+00 +7.123942997112790998e+00 +8.086169916998825258e+00 +8.641876915695240413e+00 +7.290121574955408690e+00 +6.775049453467365979e+00 +4.859621112105505958e+00 +6.493780867835783788e+00 +7.778112676091646804e+00 +8.155504301288301505e+00 +7.792230876343652746e+00 +7.372143492727833092e+00 +5.371614610358594888e+00 +7.437428715831175374e+00 +6.837492249604553152e+00 +7.485129667254895480e+00 +7.947629461450838484e+00 +7.543256657407622079e+00 +6.065377120110269971e+00 +7.621871061433399319e+00 +7.513987579480788881e+00 +5.661704821411508881e+00 +8.194949160956197076e+00 +8.354272902189224581e+00 +7.968511949845732190e+00 +7.607616991876721357e+00 +7.774377673733568805e+00 +7.879289713725398769e+00 +8.462576394535069824e+00 +7.492758160877322382e+00 +7.772997598889675785e+00 +7.873719576729887315e+00 +7.037064278402920259e+00 +6.464795478187076228e+00 +7.116302206874000724e+00 +7.670498376566342813e+00 +7.623859527593610963e+00 +7.258163901087181458e+00 +6.851695952271723122e+00 +6.337823255794109656e+00 +7.838782820343757507e+00 +6.229958828093963952e+00 +8.194894943278580257e+00 +7.842832965442240400e+00 +7.828572169809271841e+00 +6.557424150014771413e+00 +7.504434889925550856e+00 +7.660723557309877307e+00 +7.783549966721226454e+00 +6.595257209716834268e+00 +6.780930295155063625e+00 +7.958350623906538246e+00 +8.153255457888784363e+00 +6.759542692261900854e+00 +7.897940436834180566e+00 +7.958337286538899491e+00 +6.846358569480503142e+00 +8.182354045330072267e+00 +7.803975711572327612e+00 +7.535917252520226484e+00 +4.859621112105505958e+00 +7.248064055023197838e+00 +7.749227707916296559e+00 +9.088488470350124970e+00 +7.893843801518268144e+00 +7.718180525528913982e+00 +6.839847805512632384e+00 +6.583196358888324440e+00 +7.752506600612870891e+00 +7.090565138376470955e+00 +6.759714715206614599e+00 +7.059992571101054715e+00 +8.272256842777759189e+00 +6.873312797825177789e+00 +7.396967764908599641e+00 +5.576776089828789473e+00 +6.966717977292045560e+00 +8.776421779832235259e+00 +5.479116445436266858e+00 +6.678832121810420297e+00 +8.507775127008125438e+00 +7.628036868906357348e+00 +8.046540394574584809e+00 +7.072722127230793632e+00 +6.935888386819899054e+00 +7.921683768865321440e+00 +7.342290333561251714e+00 +5.610238424586442285e+00 +4.859621112105505958e+00 +8.386286539952806152e+00 +8.356813414802351403e+00 +7.028952644686303763e+00 +7.392895971855634407e+00 +7.220233790443492339e+00 +8.254522767336608169e+00 +6.973397965539427368e+00 +7.470693418405442543e+00 +6.706582888121671360e+00 +6.264425621247153408e+00 +7.206810115675736483e+00 +8.105598455566584093e+00 +7.574743331207343999e+00 +7.220629413570756938e+00 +5.726982175542815412e+00 +7.940867783703490446e+00 +7.990561104527310832e+00 +7.357865414889655398e+00 +6.208602470529221762e+00 +7.372143492727833092e+00 +7.370648034103743029e+00 +3.991621963998009726e+00 +7.467294247095395576e+00 +7.376265264642997366e+00 +6.156754093209457324e+00 +7.162092911040855547e+00 +7.938497166629050028e+00 +8.162584938143831792e+00 +7.921358564528349078e+00 +8.043267342285787436e+00 +6.695276983956737205e+00 +8.007245928883019559e+00 +6.956609010500955037e+00 +6.677570045902720963e+00 +7.400054415886169856e+00 +8.397618113315610699e+00 +7.154393965633482289e+00 +8.197812886424360457e+00 +6.456793091012860586e+00 +8.144181650400511785e+00 +8.432980341188027751e+00 +5.901825056211055909e+00 +8.480875836127202305e+00 +7.692545683696942582e+00 +6.863928177333348479e+00 +7.733260898870073063e+00 +5.556647731341169738e+00 +7.609496022467377330e+00 +7.561264163358500490e+00 +8.148000201682956245e+00 +7.544486344995437577e+00 +7.378733326402645787e+00 +7.782475790504926216e+00 +6.511253954914873354e+00 +8.052868938815935351e+00 +8.123951226659883673e+00 +7.004805432425733613e+00 +7.645745639547781636e+00 +8.225708961463125135e+00 +5.613013854439776296e+00 +7.212107686755611091e+00 +7.496613579555364559e+00 +6.404339037499443776e+00 +7.932552917458999708e+00 +7.966319748293592795e+00 +7.304212667462048003e+00 +6.323420001656726797e+00 +8.194768437337854650e+00 +5.971513593646058382e+00 +7.805738689999621727e+00 +7.453307583902880395e+00 +8.459562841203180028e+00 +7.050605414442852492e+00 +7.866933648907680876e+00 +7.722126872158749045e+00 +8.253776840812269810e+00 +7.028039833204208442e+00 +8.423691960975268955e+00 +7.071021979414560121e+00 +7.646125197525906358e+00 +7.578628868710835853e+00 +6.202047234152913369e+00 +7.669282471289109004e+00 +6.131995006833404815e+00 +4.859621112105505958e+00 +6.065706106685949450e+00 +8.204494315944225846e+00 +7.400322874334491985e+00 +8.013254738327505677e+00 +5.479116445436266858e+00 +8.345833555825320715e+00 +7.966489155415038326e+00 +7.495515073735476541e+00 +6.193705185979638372e+00 +7.913089295382425448e+00 +7.838486383659017065e+00 +7.284836264401721273e+00 +7.852259147537235862e+00 +7.444820322351423769e+00 +8.153171303533033765e+00 +7.216247239275674019e+00 +7.735432345379052776e+00 +7.748888269998327694e+00 +7.739418864927483988e+00 +6.538856707126308621e+00 +7.074526795992543526e+00 +5.590161761096304360e+00 +7.924208008987887908e+00 +8.125509853143913830e+00 +6.994099446164424805e+00 +6.762194436937445374e+00 +6.855489128402449950e+00 +6.685748709682221680e+00 +4.809769263479494406e+00 +7.770057873375399105e+00 +7.715618388568280750e+00 +7.327054056437481755e+00 +7.244714728653380398e+00 +7.245060124693998738e+00 +6.737770427486289293e+00 +6.368485571359169484e+00 +6.881810382295590500e+00 +6.666405244233502891e+00 +6.764792922581792212e+00 +8.733593073961332109e+00 +7.363065239502368797e+00 +6.688630304741196575e+00 +7.998164866865184131e+00 +7.599294134160989422e+00 +6.416277494493120237e+00 +8.626178755735338655e+00 +7.822317684835370599e+00 +7.792825188489131527e+00 +8.280934345102821226e+00 +8.211256652711671933e+00 +7.516813732043412521e+00 +7.135825488407078865e+00 +7.463885489295451592e+00 +8.135282665716367489e+00 +7.757840590435227668e+00 +5.180060376140100509e+00 +8.246793120554082535e+00 +6.062577292893237768e+00 +6.073467832865310889e+00 +7.027950724655007697e+00 +7.050605414442852492e+00 +7.822317684835370599e+00 +8.253521121814831218e+00 +8.303805843549481480e+00 +7.158893714518265838e+00 +7.204541946273946174e+00 +5.784594468260910283e+00 +6.664146197377188940e+00 +6.765850370310555917e+00 +8.154871932782427280e+00 +7.867321497050077994e+00 +6.474919139743914975e+00 +6.830533201370968754e+00 +7.936399597110470161e+00 +7.245060124693998738e+00 +7.681554641388208537e+00 +7.951844148657007949e+00 +8.238961677344251555e+00 +7.919114810682993166e+00 +7.511657375359741984e+00 +5.877378337020489951e+00 +7.672358367463743001e+00 +6.820638546169864647e+00 +7.327508803842292195e+00 +7.987807768198212699e+00 +6.667564192349059837e+00 +8.408848109742052657e+00 +7.096477557030719474e+00 +8.457681332572704491e+00 +8.080693686013550092e+00 +6.516841603300369101e+00 +7.888693346269835871e+00 +7.016624382186960496e+00 +7.712366098023403893e+00 +5.613142301050137561e+00 +6.530177786681713670e+00 +7.309074851356742286e+00 +8.259901420466002619e+00 +6.953090157988764730e+00 +7.259210804352634661e+00 +6.837173610730504336e+00 +7.279963252583927513e+00 +7.589946249515635124e+00 +6.735960915059466814e+00 +6.715013431786758247e+00 +7.465303315260064743e+00 +7.633965800844856098e+00 +7.966207943228179822e+00 +5.362926498623190597e+00 +7.461030150275778539e+00 +8.329460684694490524e+00 +6.759542692261900854e+00 +6.662803225988664479e+00 +6.309078215040813120e+00 +5.802630239696958903e+00 +8.245992082990017735e+00 +8.139705276515568855e+00 +7.447897214370296837e+00 +7.297604566024058492e+00 +7.626378739095897252e+00 +7.415105492017652900e+00 +7.529781537421055049e+00 +7.596773960017970673e+00 +6.652346492396959299e+00 +7.057613441336691551e+00 +8.096194769584480255e+00 +7.519491438055118770e+00 +8.213582982877849048e+00 +7.420700629900634837e+00 +7.597358536019254593e+00 +7.609720787640600115e+00 +6.013337104077704609e+00 +6.918507078995983051e+00 +6.482652219211804123e+00 +7.538482634079181288e+00 +6.853060408145822180e+00 +6.836331533868209576e+00 +7.821299035035241154e+00 +7.958595985158639863e+00 +7.452120887746214173e+00 +7.873116245512409073e+00 +7.658509926989996330e+00 +7.200925387072655504e+00 +7.654378572639807032e+00 +7.712300506074565298e+00 +8.487275050223464845e+00 +7.861441018045526974e+00 +7.888046048491421658e+00 +6.777937198359105686e+00 +6.594584907510042449e+00 +7.588111254297353447e+00 +7.663187867418118415e+00 +8.046956240559728357e+00 +7.554017106238529067e+00 +6.077627553739169741e+00 +7.636677612593460118e+00 +7.781526654880712712e+00 +7.501543341001131182e+00 +7.933586639366867921e+00 +6.684465706769426419e+00 +7.665830205638922479e+00 +8.037940044712078347e+00 +5.762327665506695062e+00 +7.704940885311447829e+00 +6.736812253673267747e+00 +6.074874872151997174e+00 +8.120696884532820903e+00 +6.919968454682283721e+00 +8.454447549525694328e+00 +8.201417047806591754e+00 +8.085258860919715573e+00 +6.529223947181455046e+00 +6.082382011352049034e+00 +8.116510081317565906e+00 +8.162361290415573123e+00 +7.787018741400927091e+00 +6.213031476930613195e+00 +6.854130295153936459e+00 +7.343555099069445369e+00 +6.745909314526040035e+00 +8.026322024001110833e+00 +6.730408736915052259e+00 +7.549940674792301465e+00 +7.829637798052071496e+00 +7.672621325076044663e+00 +8.668774014101614966e+00 +8.719216776400294577e+00 +8.572982874783198426e+00 +7.269308496388108054e+00 +6.103251337355590778e+00 +7.383692462186976613e+00 +7.849191970500337234e+00 +7.207218352692347452e+00 +6.932549101293057348e+00 +8.398141349623733376e+00 +7.048895183676882503e+00 +6.273481633577807415e+00 +7.602638927608387220e+00 +6.458613815410544134e+00 +8.000004461491180052e+00 +7.978095020428257023e+00 +7.400678375336582349e+00 +5.922551532259502594e+00 +7.851043875379870585e+00 +8.066286311204907022e+00 +6.208975749789740206e+00 +7.432955825672498129e+00 +8.262021987602057749e+00 +7.897705496997561525e+00 +7.681796012015829511e+00 +7.652945455982743894e+00 +7.914931061528670320e+00 +7.390631129704964941e+00 +7.370648034103743029e+00 +7.728575022258887373e+00 +6.285120277934030497e+00 +4.467007616484089283e+00 +7.611425582173509952e+00 +6.699104773910267596e+00 +8.002195596740190098e+00 +8.061465859114957055e+00 +4.859621112105505958e+00 +7.646444142452687665e+00 +7.773366035414405850e+00 +7.604134045600529745e+00 +7.375539453299315262e+00 +6.477211260258041392e+00 +4.859621112105505958e+00 +8.006630849895469026e+00 +6.956609010500955037e+00 +6.427474133888082974e+00 +8.017506400548395362e+00 +8.114118213796944090e+00 +8.262021987602057749e+00 +8.043636535996185444e+00 +7.111654277550143455e+00 +7.839528556211982746e+00 +7.956530919120154977e+00 +7.932338364800685326e+00 +7.390358320535027836e+00 +7.610866926111815367e+00 +8.340924992755041956e+00 +7.590663642038551373e+00 +7.738360895105381942e+00 +6.438871277130277626e+00 +8.818392659968099068e+00 +6.987693012123457059e+00 +7.807616071364718024e+00 +6.739304126143585094e+00 +8.247867774024228993e+00 +7.360091698473671507e+00 +6.738461228823528160e+00 +6.761382361330110058e+00 +7.311210739237401945e+00 +8.978689302874492739e+00 +7.068533575526937618e+00 +7.561838579738032529e+00 +7.759064388034691895e+00 +7.463231304648082265e+00 +7.730504473043657399e+00 +7.463559699084395760e+00 +8.588816903298823746e+00 +6.747642040150049070e+01 +7.979917471529947903e+00 +8.018957026555469270e+00 +7.880340999122725343e+00 +5.713066784321213731e+00 +7.257760011441867221e+00 +7.961363309124858567e+00 +7.787525924749570727e+00 +6.537870627046592276e+00 +7.624179494539884416e+00 +6.457036256131390317e+00 +5.206966180982133707e+00 +7.939812444911334310e+00 +7.323514504095721911e+00 +8.331438993246079505e+00 +8.113613333063520727e+00 +6.755304743575534232e+00 +8.282654686989078030e+00 +8.233056850312225450e+00 +7.754179993143894833e+00 +7.689383406697696266e+00 +8.051466537623323205e+00 +5.640777986808057420e+00 +5.742258894196904606e+00 +8.383696586260683148e+00 +7.402090162414034502e+00 +6.922076834570200177e+00 +7.893337861667494515e+00 +7.328613215609058429e+00 +4.809769263479494406e+00 +8.603337668776793734e+00 +6.072919740147940004e+00 +7.350936087740657321e+00 +7.175776264805642235e+00 +6.387514854515950802e+00 +8.448915100883889195e+00 +6.778958606068377080e+00 +6.736546664278710850e+00 +7.126773078984676602e+00 +7.509964736783007133e+00 +6.837492249604553152e+00 +8.928901673552770646e+00 +7.129499406693148522e+00 +7.020877707885420982e+00 +8.091912419628842557e+00 +6.854516454484462784e+00 +8.023513152209595489e+00 +8.050874407481064310e+00 +7.253388342068250338e+00 +7.379440980300431718e+00 +8.160936870147770250e+00 +7.950606316416044095e+00 +7.680893696813737570e+00 +7.535042327298238973e+00 +6.704855730137150083e+00 +5.704575843013190095e+00 +8.580445696490309970e+00 +7.574247013119629557e+00 +8.332471713007750580e+00 +6.961062400756688362e+00 +6.314644611265436858e+00 +7.885451841722685096e+00 +8.052253718307053276e+00 +7.672849707709414879e+00 +8.396581729127763793e+00 +8.108972505730427827e+00 +7.790461740760408205e+00 +5.464881036063318653e+00 +6.329490016412757214e+00 +7.454767731581152468e+00 +5.995733764119224318e+00 +7.283957587809899437e+00 +7.527903280068455771e+00 +5.652478788084651207e+00 +6.597738100557903884e+00 +6.238248663929960358e+00 +7.899196874875308083e+00 +6.969628870005371901e+00 +8.216945970928893672e+00 +7.158893714518265838e+00 +7.926778601532644686e+00 +8.183154587521160650e+00 +6.351562830176813890e+00 +8.538268176162215894e+00 +7.965547295050445342e+00 +6.573575242923983097e+00 +7.603023817816422003e+00 +6.943204993459569430e+00 +8.147134179073475480e+00 +7.901711287656419280e+00 +7.213777582889430384e+00 +5.192448727461060898e+00 +6.529223947181455046e+00 +8.547617242240274749e+00 +7.702278180815016917e+00 +8.257289339543801177e+00 +8.685378209403015859e+00 +6.616824685450906074e+00 +6.416277494493120237e+00 +6.001163956012254275e+00 +7.966207943228179822e+00 +6.694529952487108915e+00 +8.141548133870006865e+00 +5.671331480847367601e+00 +8.381025645962891346e+00 +6.682896547121795372e+00 +7.690183981243260192e+00 +7.989750309977478260e+00 +7.794446555326310033e+00 +8.546916245121236599e+00 +7.473333259313815091e+00 +6.357599905425322717e+00 +7.375451645960739988e+00 +8.165506899027841214e+00 +7.600378266298050356e+00 +6.178043554822958860e+00 +8.317822981162313667e+00 +8.126915885749504298e+00 +5.713066784321213731e+00 +7.100413562492392749e+00 +7.462740307508366477e+00 +7.378930617330115460e+00 +7.462735758036266986e+00 +6.984301395322189521e+00 +6.290671138920467698e+00 +7.786432549934248826e+00 +8.125169180168700933e+00 +8.087897002998841955e+00 +7.767584394911368761e+00 +8.016707359174109371e+00 +8.828785639145728226e+00 +6.942786593510300364e+00 +7.201952605384195572e+00 +7.142542253208526759e+00 +7.979180660000170455e+00 +7.498109555064072396e+00 +7.226819934688570868e+00 +7.424761131020798821e+00 +5.580814832216077548e+00 +7.397623999196654587e+00 +6.956075842426579392e+00 +8.381050420218429053e+00 +7.905010106041240547e+00 +7.947093774643906094e+00 +8.254525107445996213e+00 +7.470747072452827986e+00 +7.302191285714594748e+00 +6.526639456481128754e+00 +7.431737934542450574e+00 +7.645723613190812173e+00 +7.974411667484668342e+00 +7.440787800287634646e+00 +8.249907376668758729e+00 +6.886980589911580353e+00 +8.289524198188029658e+00 +7.717444161197248853e+00 +8.463756911517473114e+00 +7.737122196760680914e+00 +8.618526696831930067e+00 +9.006777914298282894e+00 +8.071129170531063934e+00 +7.679240959585421855e+00 +8.168873745814536846e+00 +7.166163100430770427e+00 +7.919164828861473993e+00 +7.908951812532428960e+00 +5.411347641483176041e+00 +5.981770094452571129e+00 +7.648338284674121468e+00 +6.828268353024242288e+00 +7.681039421056471639e+00 +8.749207903605697112e+00 +7.765759784776641972e+00 +7.053618119871039482e+00 +4.547749373103749271e+00 +8.893179388804497876e+00 +8.432294800094691567e+00 +6.662008510865043753e+00 +6.932311265892264096e+00 +7.186500541327251135e+00 +7.050266684515388960e+00 +8.223374706001044032e+00 +6.026272467428595903e+00 +7.513558095919325552e+00 +8.025835526915255258e+00 +6.529223947181455046e+00 +7.517680611378517952e+00 +7.155220332049449183e+00 +7.308555211835304100e+00 +7.243574596939159171e+00 +6.770697369369890417e+00 +7.252923214654608763e+00 +8.160320343226203477e+00 +5.423242331876698685e+00 +7.102059658397165798e+00 +8.165536680693836757e+00 +6.101188168740364404e+00 +7.211026272990293862e+00 +9.392841235832159796e+00 +6.937159410878091848e+00 +6.914171324251934259e+00 +5.494741822543092624e+00 +7.937794570758401669e+00 +7.514908724063498191e+00 +8.334554390022548276e+00 +4.547749373103749271e+00 +6.845738863801922314e+00 +8.053050905602034959e+00 +8.149591140407054013e+00 +8.350344520440817320e+00 +9.513069419218380673e+00 +7.124801250119891627e+00 +7.616113548053355942e+00 +8.384250470895725726e+00 +7.624709461833142576e+00 +4.859621112105505958e+00 +7.005019803955278235e+00 +4.859621112105505958e+00 +6.346129964916817912e+00 +8.661024836976221053e+00 +8.678550612124642072e+00 +6.422757197067427981e+00 +7.110542805978422365e+00 +7.847071736950161025e+00 +7.073631233616946012e+00 +7.282032511887233994e+00 +7.180209327432378608e+00 +6.414168861242139030e+00 +7.861830484451497014e+00 +6.716377765773295039e+00 +7.208884600480360838e+00 +7.826795688880799240e+00 +8.330179375637559502e+00 +7.918314338977422651e+00 +7.215411398450405578e+00 +8.494667474453404310e+00 +6.969628870005371901e+00 +7.745372387737097242e+00 +7.814696250488888829e+00 +8.079354668001057505e+00 +6.711483582829983696e+00 +8.033551402271559283e+00 +7.865856700191534934e+00 +7.575000392124889181e+00 +7.424274367981237077e+00 +6.302787595029569090e+00 +7.905617364168364247e+00 +8.495072861702347211e+00 +6.528417358171427765e+00 +6.527602864509286285e+00 +7.295917383244367116e+00 +8.504269687866887750e+00 +5.103001228694525437e+00 +7.380760001194260234e+00 +7.529884743561686022e+00 +6.584806357162249491e+00 +7.692647882019466365e+00 +6.035127503519815306e+00 +7.740870865107028820e+00 +7.835217687689274513e+00 +6.990971401339572289e+00 +4.859621112105505958e+00 +7.447040961784836099e+00 +7.186558607638650287e+00 +6.834257159555810368e+00 +7.616097085499672126e+00 +7.384648979760335408e+00 +8.311638516704125124e+00 +6.940508695891534963e+00 +8.339475896569274127e+00 +7.479843560299659799e+00 +7.039285352151937403e+00 +7.373049703515980546e+00 +7.822317684835370599e+00 +8.095880323739271134e+00 +7.427508222503559132e+00 +8.085981304657071433e+00 +6.810520999802069042e+00 +7.525027312242701605e+00 +7.295805577008134257e+00 +7.710265933706589969e+00 +7.108193330394341203e+00 +7.826025287815686404e+00 +7.433870619893698795e+00 +6.443820933778265037e+00 +7.462566562643979218e+00 +7.524416531530174090e+00 +7.467404378236114582e+00 +7.628083809798737569e+00 +7.331516238231021276e+00 +7.392518231022407349e+00 +8.063015203431008970e+00 +8.166342443212805335e+00 +8.240589918382799084e+00 +6.643262309437734103e+00 +6.653904269956853135e+00 +6.991661036358082448e+00 +6.493545719025412666e+00 +8.058373862537578702e+00 +7.915900693018706136e+00 +7.901692456967708722e+00 +6.405594154842237486e+00 +7.913534590279104997e+00 +6.736916654206359212e+00 +8.049300752044286966e+00 +7.939843659839689316e+00 +6.386954936175248676e+00 +6.577795887910530936e+00 +8.533411966589401487e+00 +7.782914407438677351e+00 +6.124712392171614894e+00 +7.608348280725883761e+00 +6.876247193062268614e+00 +6.249668948814626646e+00 +8.484890571247015956e+00 +9.154481497201929940e+00 +8.208687337805425699e+00 +7.420302576801995009e+00 +6.785912776814439162e+00 +6.964130948793444631e+00 +7.313384228137610243e+00 +7.163894958262563506e+00 +7.790751910673944458e+00 +7.146592601511723153e+00 +8.326041263718311214e+00 +6.530177786681713670e+00 +6.188586230691756285e+00 +7.124436699123484651e+00 +8.576296365881802330e+00 +6.972938952576170912e+00 +6.855489128402449950e+00 +7.617414385726243964e+00 +8.320540611250754282e+00 +5.183215243035565578e+00 +6.812924143416160483e+00 +6.272806914607580886e+00 +6.908484142817090223e+00 +4.809769263479494406e+00 +7.566621829790082465e+00 +8.314478069194393584e+00 +8.218990467447493842e+00 +6.250918851246766828e+00 +7.822162177049089671e+00 +8.462591181503269055e+00 +6.987918017817978722e+00 +6.742353082723179014e+00 +6.909365752639977210e+00 +7.462386819594186704e+00 +7.530287845725821327e+00 +6.865570067364303419e+00 +7.158893714518265838e+00 +7.580827333054106276e+00 +7.466666021440748757e+00 +7.957617536528466928e+00 +7.955428134712185795e+00 +8.181731935064355810e+00 +8.433392761932356763e+00 +8.044499350215899014e+00 +6.927259073028706915e+00 +6.968913540893775682e+00 +7.303838546181737890e+00 +6.465377079633060298e+00 +8.231201393249895304e+00 +8.073991165839311535e+00 +8.067138560675768844e+00 +5.640699144338130466e+00 +8.674668046130118881e+00 +5.795102367111414132e+00 +6.623866789540702626e+00 +7.718180525528913982e+00 +7.970542522576317346e+00 +7.175492700742447383e+00 +7.363671323554622283e+00 +7.640242439317832535e+00 +7.194027169306760783e+00 +7.802095688699418830e+00 +8.059429696705660007e+00 +7.174441170280577929e+00 +7.733568696395616726e+00 +4.859621112105505958e+00 +8.159890466695836508e+00 +7.913534590279104997e+00 +6.746485123473238588e+00 +4.442844840643270565e+00 +8.386872734236815674e+00 +7.862219191089385717e+00 +6.710449344602855248e+00 +8.100157873169404610e+00 +7.162904480178642785e+00 +5.640777986808057420e+00 +7.941540992147584355e+00 +8.171867098058156031e+00 +7.563731251328920102e+00 +6.202047234152913369e+00 +6.116291217099648847e+00 +6.728734822706841534e+00 +8.750745878623900964e+00 +7.841443400643131945e+00 +6.147212256298004718e+00 +5.501401098731001582e+00 +7.137736940046090162e+00 +7.283685192309703460e+00 +7.787018741400927091e+00 +7.451591079755170099e+00 +7.205474838223858036e+00 +7.481829860148969225e+00 +5.361190836874770049e+00 +7.216102237988713419e+00 +7.291911725432846936e+00 +6.566041885409287460e+00 +8.751512600503195571e+00 +7.903495032352521932e+00 +5.326113261376889341e+00 +7.991037504208588160e+00 +6.831634847906654429e+00 +8.103994614128046337e+00 +7.020647510329805385e+00 +6.583196358888324440e+00 +4.483414076116610580e+00 +7.897428521641980836e+00 +7.956063535822814892e+00 +7.095874404415614123e+00 +5.650495654748480590e+00 +6.109249821387622958e+00 +5.457197702895412839e+00 +7.096185440063108807e+00 +6.993958817344329226e+00 +7.104053132049238606e+00 +7.486916486042263230e+00 +8.579761770930014464e+00 +7.330755190983991199e+00 +7.024798829502360675e+00 +4.859621112105505958e+00 +8.044928680319307190e+00 +7.392920471588320552e+00 +9.043657107017923025e+00 +8.764522278029424740e+00 +6.893161475438330577e+00 +7.493024773291084628e+00 +8.095759478379685348e+00 +7.317698221702369388e+00 +7.548611299414084819e+00 +8.561647815850605525e+00 +7.590082354811361398e+00 +9.511662853140137486e+00 +7.275145255296165736e+00 +7.594335789028322736e+00 +5.661704821411508881e+00 +7.380359433845566031e+00 +8.287904301453766109e+00 +7.105482591307011653e+00 +7.242471361087378767e+00 +5.642836417067318422e+00 +7.852327933985149500e+00 +6.065706106685949450e+00 +7.515273103429843005e+00 +7.680812888102479974e+00 +7.633216848893301432e+00 +8.028029947892227014e+00 +5.084688346671191184e+00 +7.659418001042482160e+00 +8.298404643570268746e+00 +6.974946270811715365e+00 +7.368522496318831827e+00 +7.876377850573267558e+00 +7.981438694251231425e+00 +7.872040101063596751e+00 +8.135823883080504970e+00 +7.113997089561545195e+00 +7.917240192326351789e+00 +7.201910053150472280e+00 +7.205863676568287524e+00 +6.394115075841345863e+00 +6.211422653877334277e+00 +6.054516234232725225e+00 +8.106503213695001264e+00 +7.271172504956358473e+00 +6.826096295901566080e+00 +7.713149472097065917e+00 +6.218272338552122136e+00 +9.266930877516891485e+00 +8.096218116915798291e+00 +8.124455426961027626e+00 +8.603087523323061703e+00 +7.027384332480665741e+00 +7.410309443271541952e+00 +8.184072464709556627e+00 +5.580814832216077548e+00 +7.822317684835370599e+00 +6.987918017817978722e+00 +7.521485277109734469e+00 +7.990975504942753993e+00 +7.511281161959002084e+00 +7.065332729930321243e+00 +6.326822388905955385e+00 +7.114581384413129150e+00 +8.154957178770972703e+00 +7.137736940046090162e+00 +7.015158913855361611e+00 +7.963951402268858892e+00 +7.900510331867700131e+00 +7.815673973642285333e+00 +6.527776969675850083e+00 +8.786805391201195192e+00 +7.081895889742364503e+00 +5.292366145737104510e+00 +7.307992036700499128e+00 +5.596854936426591820e+00 +7.757036519514768358e+00 +6.950182153955013931e+00 +8.026598971043693354e+00 +6.113141657217921576e+00 +6.616824685450906074e+00 +7.771142907600273375e+00 +7.615720995727094156e+00 +8.320543527997244837e+00 +7.482823629681416122e+00 +7.816976519676551938e+00 +8.441730197600103125e+00 +7.356404789612659201e+00 +6.835211030992490500e+00 +7.521073126212018067e+00 +7.117468812248338494e+00 +8.128477977981077629e+00 +6.065782271977079532e+00 +5.661704821411508881e+00 +7.964687292816538644e+00 +7.288172962467000637e+00 +6.852087600547204005e+00 +7.698011806149163583e+00 +6.940703134740314972e+00 +9.015294792000180024e+00 +8.149529404714874303e+00 +7.790907440652094174e+00 +7.211060050732411852e+00 +6.958355286226380443e+00 +6.077627553739169741e+00 +6.940703134740314972e+00 +8.671625934107206390e+00 +5.499162112948832615e+00 +6.277488245302377479e+00 +6.334285452935854543e+00 +7.869567240597726610e+00 +7.546522302784982372e+00 +8.222021544097085410e+00 +8.033551402271559283e+00 +7.869872819022770472e+00 +7.179169392592309684e+00 +8.256859755308420645e+00 +6.963564049103724507e+00 +7.868795325277540442e+00 +7.457044276647678771e+00 +7.260518182609923876e+00 +7.939172640231070055e+00 +6.766194516152964411e+00 +7.354031035381057180e+00 +7.693245192592807591e+00 +7.438952734024955937e+00 +7.857258118518934076e+00 +8.496858139055564862e+00 +8.293482206120478040e+00 +7.335373563818007092e+00 +6.547120152392498227e+00 +7.142542253208526759e+00 +8.088164370587495711e+00 +7.397831026417482470e+00 +7.775008986700710167e+00 +8.182455623623841490e+00 +7.536440244415994805e+00 +8.014701438333860395e+00 +8.027686520447634422e+00 +7.546058661061597839e+00 +7.813191207069987598e+00 +7.669502426534895889e+00 +7.929283378784012015e+00 +8.301592692935779283e+00 +7.737897141559708203e+00 +7.329874614496427299e+00 +8.494167936527396989e+00 +7.634385535688631208e+00 +7.371464083499088993e+00 +7.563192692458393651e+00 +7.203934760101096124e+00 +7.653497289540677428e+00 +8.208529750327029362e+00 +7.504293277929920514e+00 +8.698914245570527726e+00 +6.060218598473292140e+00 +7.916629499046766938e+00 +7.846204407886647303e+00 +8.284335855432450657e+00 +8.449590134925772489e+00 +7.549521370559875599e+00 +6.993619114928123714e+00 +6.938641694408691052e+00 +7.909089492599048477e+00 +6.078830170624576645e+00 +8.048743244151795651e+00 +6.608139871775597030e+00 +7.253388342068250338e+00 +7.537559999525869081e+00 +7.343555099069445369e+00 +7.687469476469779295e+00 +8.842428180781597646e+00 +7.905494666580299423e+00 +6.773023040040136777e+00 +7.200287596842831483e+00 +7.571030806941125846e+00 +4.859621112105505958e+00 +8.338900746125768038e+00 +6.569756721849302927e+00 +7.668774111614674815e+00 +7.148702734725732810e+00 +7.560159349970711595e+00 +7.773980445566953001e+00 +7.950606316416044095e+00 +7.990102643490633483e+00 +7.841663639776650818e+00 +7.223784426448712104e+00 +7.831209947577248087e+00 +8.034481437870169884e+00 +7.214614352669014963e+00 +7.244694665345247309e+00 +6.842886282111134477e+00 +6.469926661678194080e+00 +7.643781361153840770e+00 +4.839700702515410846e+00 +8.230490720901963542e+00 +7.713710168827073943e+00 +7.862748575947591689e+00 +7.944774547678069787e+00 +7.137736940046090162e+00 +8.308384056105158066e+00 +6.967934585446800888e+00 +8.338900746125768038e+00 +7.617627765517654304e+00 +7.588554478748244847e+00 +8.194998414911227158e+00 +6.920654917110895532e+00 +9.157294309841834234e+00 +8.348339038352833086e+00 +7.317698221702369388e+00 +7.311432754085381625e+00 +6.759542692261900854e+00 +5.211645654178665765e+00 +5.709430737814249923e+00 +6.837492249604553152e+00 +6.518624683449893098e+00 +7.565711086196841961e+00 +7.851016739599229410e+00 +7.876412147892192905e+00 +7.738128920001261513e+00 +6.380028473445879200e+00 +7.639211089678454414e+00 +6.743039911875558623e+00 +8.071600788936283521e+00 +6.842135347852153160e+00 +8.272777620994515857e+00 +7.143782763369509681e+00 +7.498029361767972745e+00 +7.290899284712439865e+00 +6.558707565415350160e+00 +8.439192912162948090e+00 +7.872040101063596751e+00 +6.830215199006897997e+00 +6.787840529291620406e+00 +7.150215586446821092e+00 +7.522919027621339794e+00 +8.177553221357857893e+00 +6.638961911253598913e+00 +7.137736940046090162e+00 +7.117379902045944284e+00 +7.915115309061409476e+00 +6.953323584215817199e+00 +6.379687005064900163e+00 +7.602775231304563341e+00 +5.169833715730666412e+00 +5.964851509576309496e+00 +7.341824953818462340e+00 +7.822317684835370599e+00 +6.968633473187884952e+00 +7.896335343993657219e+00 +8.010225696196133782e+00 +6.831431198522371240e+00 +8.562368381206235668e+00 +7.954103492708190615e+00 +8.313564538632766343e+00 +6.148461645032432088e+00 +6.706699223914987407e+00 +7.908901650538907369e+00 +8.448489670681501806e+00 +7.277988877475473295e+00 +7.398940492244578948e+00 +7.789044273599844637e+00 +8.403206973388030576e+00 +7.188674621309104396e+00 +7.399899599785070059e+00 +6.710933755358059472e+00 +7.956070270210577000e+00 +7.639148542799207853e+00 +7.150774958182217311e+00 +6.232836448230491655e+00 +7.180330308152711893e+00 +6.089703853793673183e+00 +6.266084386328335754e+00 +7.858857468328580786e+00 +7.630025905376791151e+00 +4.809769263479494406e+00 +7.941279054421760186e+00 +7.619166213686623834e+00 +6.601431478663892349e+00 +7.775050089607000281e+00 +5.953278880998862377e+00 +7.982692679816071113e+00 +8.084453764961212485e+00 +8.395256705689847720e+00 +8.017115650282196526e+00 +8.308063244643051348e+00 +8.292309974831834296e+00 +7.200979318102831428e+00 +6.776127206191124408e+00 +8.259467835180739570e+00 +6.195013309089544506e+00 +7.206637275231525308e+00 +7.267424038606502990e+00 +7.372969213523084875e+00 +7.638755507182868776e+00 +8.053298014775636560e+00 +7.345965033489290086e+00 +5.603180747906167269e+00 +7.423331013556456526e+00 +7.853592143249586321e+00 +7.513536345915734493e+00 +9.384691269963511218e+00 +6.711776649729976896e+00 +7.404635121271828879e+00 +7.722436308149506878e+00 +8.457766997511187768e+00 +7.564131164463335999e+00 +6.907677405922666658e+00 +6.424098650146442324e+00 +8.162553941110134659e+00 +6.846358569480503142e+00 +7.275683415241685381e+00 +7.549649646043016915e+00 +7.379043108597679534e+00 +6.810909417827179624e+00 +7.427939742089278319e+00 +7.547815814562177650e+00 +8.681476425601708513e+00 +6.430767174248189555e+00 +7.807619319480446407e+00 +7.857141635630759069e+00 +7.532735365962226481e+00 +7.137736940046090162e+00 +6.853034459767806119e+00 +7.758670787771135835e+00 +7.136202144440288997e+00 +8.324855428970028726e+00 +7.691668430420307345e+00 +7.881105211407438027e+00 +7.848214629072539417e+00 +7.498878130568100708e+00 +6.072701308520229269e+00 +7.134418805472638958e+00 +5.371614610358594888e+00 +8.386209074047954459e+00 +6.559841822350815477e+00 +7.670808235129412900e+00 +5.862254556857315002e+00 +6.770388725300908739e+00 +7.794369016445479303e+00 +6.632686022571046891e+00 +7.859017988628801632e+00 +7.623864738551847431e+00 +7.058900080783590880e+00 +7.202601815309131794e+00 +7.604205148829791483e+00 +7.224831393391125900e+00 +6.855489128402449950e+00 +7.372344230252514841e+00 +8.119221142084420251e+00 +7.994396931792920213e+00 +7.040380288133330389e+00 +7.192257441039186183e+00 +8.075090999494920041e+00 +7.181195007153160503e+00 +6.306861856990503945e+00 +7.158717512563145924e+00 +7.215109305145713137e+00 +7.496738637446065390e+00 +6.927016700449561526e+00 +7.645723613190812173e+00 +7.026417390670155250e+00 +8.804706162399794422e+00 +7.284898928505644022e+00 +7.420346619372315544e+00 +6.461592502059976262e+00 +8.124695897240282960e+00 +7.117648902393176158e+00 +7.244644225857920006e+00 +6.109249821387622958e+00 +8.087684170176443033e+00 +7.069268276778528204e+00 +8.063207098871817635e+00 +7.265132536219296000e+00 +6.871165653424487374e+00 +6.887783536196504741e+00 +6.384824571115975900e+00 +7.711343976282697632e+00 +8.186654654670562081e+00 +7.517495816994316904e+00 +4.809769263479494406e+00 +6.429148587304103657e+00 +8.208643521633756990e+00 +7.303905706946724585e+00 +6.121106938795719543e+00 +7.620631320269749764e+00 +5.872431519815148881e+00 +8.069291512471361116e+00 +7.718524301507772911e+00 +8.095335619281444295e+00 +7.333032828717847451e+00 +7.402465950510181969e+00 +8.256642473250902725e+00 +8.050353749516824919e+00 +5.335598418297331058e+00 +7.437482442906307334e+00 +5.969843939467024185e+00 +7.014372366222322519e+00 +6.965212909022725718e+00 +8.071267184845112297e+00 +6.693401471689059079e+00 +7.978565157793750195e+00 +8.376053747135356886e+00 +4.809769263479494406e+00 +6.074303867941845070e+00 +8.099617455523169696e+00 +7.661600042496768737e+00 +8.102219342975493177e+00 +6.737770427486289293e+00 +8.902960340151583551e+00 +7.418997543962400520e+00 +7.403807228300931520e+00 +8.387633190988179166e+00 +7.461587183101109133e+00 +7.827038984116933662e+00 +5.575488256520673147e+00 +8.028029947892227014e+00 +7.974730174638862579e+00 +6.283242139885522271e+00 +7.382092215008345448e+00 +7.262283957214543229e+00 +7.582535605640685183e+00 +7.028039833204208442e+00 +8.453134286631861727e+00 +7.762100786774372985e+00 +7.803208645376851216e+00 +6.263136223445640027e+00 +7.502172203110736071e+00 +7.005253915635939244e+00 +4.547749373103749271e+00 +7.383461696007920239e+00 +7.899878340962302126e+00 +7.209555165789538478e+00 +8.245992082990017735e+00 +7.337498548811252519e+00 +8.578309362593497411e+00 +7.789296132978025256e+00 +7.102467330421025515e+00 +6.373633525022642132e+00 +8.094484538436260479e+00 +6.147590012506672252e+00 +7.038754405941257453e+00 +7.646565088731354543e+00 +7.601400529557767349e+00 +5.211645654178665765e+00 +7.962068402674003842e+00 +4.859621112105505958e+00 +8.032807399255505132e+00 +6.960906865147960865e+00 +5.716341381160031432e+00 +7.748890587763849425e+00 +8.314599943744433119e+00 +6.401158037087676611e+00 +7.488186632002512333e+00 +5.784102424079044624e+00 +7.988626351552365890e+00 +7.732420705483765921e+00 +7.064736892156210146e+00 +8.071342877619613887e+00 +5.292366145737104510e+00 +6.738461228823528160e+00 +7.646319102662762823e+00 +7.132367143629592121e+00 +8.000371360529882736e+00 +8.144317800805724872e+00 +7.111648526043042651e+00 +8.304652179069069717e+00 +6.945401363492221591e+00 +8.171030698821212468e+00 +5.588525958700392593e+00 +8.123951226659883673e+00 +7.802042921773467476e+00 +6.309102153902371946e+00 +8.363494594658529735e+00 +8.190223529465793462e+00 +6.987433409966099518e+00 +7.346466453432171306e+00 +8.733593073961332109e+00 +8.026271217267616720e+00 +7.729644389248155001e+00 +7.370171001991048243e+00 +7.812201102387849261e+00 +6.102127859435507062e+00 +7.695703209439048287e+00 +8.406287679618644759e+00 +7.987232637096036925e+00 +8.475151284103230154e+00 +6.071244540772362086e+00 +7.823971169279935189e+00 +7.645745639547781636e+00 +7.950347568354779959e+00 +7.313384228137610243e+00 +6.021386701730223834e+00 +7.082500600456933526e+00 +7.524788524399971479e+00 +7.804843872150749817e+00 +7.016742525809650743e+00 +6.914171324251934259e+00 +6.825482089969915123e+00 +7.788442904173344949e+00 +7.487733578758297703e+00 +7.773105250026000945e+00 +7.264090327423520677e+00 +7.591033630021719603e+00 +7.137736940046090162e+00 +7.907941133407424772e+00 +8.034004834695739561e+00 +5.187073209902258952e+00 +8.041955655189271468e+00 +7.920363539860231228e+00 +7.673265249970635971e+00 +7.838803759568062191e+00 +7.897385353255348406e+00 +8.322525465036733294e+00 +7.317698221702369388e+00 +7.332365718366444796e+00 +7.080723077968203327e+00 +8.138612113472111886e+00 +7.981069236352210439e+00 +6.395518894078049854e+00 +8.066271229749968796e+00 +6.261541501049337377e+00 +6.785051559652540476e+00 +5.661704821411508881e+00 +8.102696365866526307e+00 +8.000025103950882510e+00 +9.506065979320970527e+00 +7.574162197987668321e+00 +5.454208400161973280e+00 +7.323098420894296190e+00 +7.580827333054106276e+00 +6.573433751796247115e+00 +8.014912617134825723e+00 +7.324111690872630476e+00 +6.479726067721609084e+00 +7.772102371534781895e+00 +7.667098955793030690e+00 +6.804651516702057812e+00 +8.216257130092895267e+00 +6.090106661777227259e+00 +5.080145400190597016e+00 +6.453057863386054471e+00 +7.553052957392942801e+00 +7.235658328957873309e+00 +7.155220332049449183e+00 +7.368031283957853894e+00 +7.173794679233614247e+00 +6.591150638576566578e+00 +6.424098650146442324e+00 +7.421965106709056847e+00 +8.545790951119588641e+00 +8.495060386890591175e+00 +7.386864764487791390e+00 +6.855489128402449950e+00 +9.361411660716147054e+00 +6.254188323772492453e+00 +7.455195217289863230e+00 +8.247381932770803559e+00 +8.211746742810968058e+00 +7.199759011039986945e+00 +5.841878561118815760e+00 +7.576367126556970533e+00 +7.857750754550311356e+00 +7.543959745022659646e+00 +5.853195775883868635e+00 +7.425553168840778540e+00 +6.934534865782657320e+00 +7.121677502235623791e+00 +6.300815119434862943e+00 +8.583466039766108224e+00 +7.402253887553254863e+00 +8.024552016344463468e+00 +7.454195567723816751e+00 +8.171728564359073133e+00 +7.349013298480159939e+00 +7.149324506104977495e+00 +6.060218598473292140e+00 +6.886861406654809947e+00 +6.512424937534808222e+00 +6.002540924492530294e+00 +7.644919531134441115e+00 +7.879775880205202476e+00 +8.052796687584732993e+00 +7.481240051030201954e+00 +8.463871628947526204e+00 +7.646673041820553074e+00 +7.287458108840991322e+00 +8.498085583100237983e+00 +5.722804429812278215e+00 +6.372319761110032843e+00 +7.468465418328945837e+00 +7.632776807558565579e+00 +7.397629262426447916e+00 +7.029120018605269138e+00 +7.168510002148723359e+00 +7.770207527205011289e+00 +7.195171795129336800e+00 +7.181762881367342644e+00 +6.352040965269352135e+00 +8.462716694561477127e+00 +6.238248663929960358e+00 +7.137736940046090162e+00 +6.302060247032194695e+00 +8.206888713109462330e+00 +8.448016688591637902e+00 +7.295175087843055906e+00 +7.649475750707889432e+00 +7.909169117970587415e+00 +7.418677202080306010e+00 +8.101617612049320627e+00 +7.922117601686167632e+00 +6.452734614776601596e+00 +7.516369989860373302e+00 +6.416277494493120237e+00 +7.573648899587160699e+00 +7.746419921097406736e+00 +8.051732754086586397e+00 +7.787018741400927091e+00 +6.907170351865004498e+00 +7.139807736782413095e+00 +5.927057738387457420e+00 +6.861788616457393353e+00 +8.536666959098422325e+00 +6.837492249604553152e+00 +6.314973963765216247e+00 +7.499490960089908675e+00 +5.567745117687211476e+00 +7.575437884729590010e+00 +6.173103563576626485e+00 +8.188840297322068196e+00 +7.196179302726223526e+00 +8.005980213615016439e+00 +7.852259147537235862e+00 +8.470442152176625328e+00 +7.137736940046090162e+00 +7.681039421056471639e+00 +7.679257381982041331e+00 +8.263903905608271927e+00 +4.482218262710739864e+00 +8.203526540068960315e+00 +7.998920847315431182e+00 +7.400054415886169856e+00 +7.643813155158857953e+00 +4.961843843254323261e+00 +8.037158176000563259e+00 +7.519068025357625196e+00 +6.791763098066707194e+00 +6.302022753836455493e+00 +7.763790519815945146e+00 +8.019164676274034065e+00 +7.549115481423242180e+00 +6.049652766554621586e+00 +7.604914530383535265e+00 +7.643178279931355235e+00 +7.982083922305641011e+00 +8.108077099668733467e+00 +7.740235022122554653e+00 +6.668005596706221283e+00 +5.788561215206877719e+00 +6.404339037499443776e+00 +4.014581536211323964e+00 +7.805155729822089938e+00 +8.710776667005527329e+00 +7.626893607973687317e+00 +5.964851509576309496e+00 +8.199287564569345932e+00 +8.261212481582864697e+00 +8.192770765503750496e+00 +6.074303867941845070e+00 +7.460394224957324738e+00 +7.389187969171739923e+00 +7.335296013791866798e+00 +7.861834566771504385e+00 +8.289065518980782699e+00 +6.516763096414161183e+00 +7.861830484451497014e+00 +7.108193330394341203e+00 +6.924293500099966359e+00 +7.329222828521024802e+00 +7.512554582266612435e+00 +7.542884221178752568e+00 +5.550488034515353775e+00 +7.527179563676991592e+00 +8.026280775310610238e+00 +7.765965463630220889e+00 +8.229540777969475585e+00 +7.581132453398451432e+00 +5.713066784321213731e+00 +7.960291237839773437e+00 +7.843245847950080396e+00 +7.518328542182760366e+00 +7.375972768417236480e+00 +7.855305380408520222e+00 +6.775571540519643499e+00 +6.651040092338214471e+00 +7.198582062054250663e+00 +8.439774254569496037e+00 +7.604633676978397538e+00 +7.696781329018224760e+00 +8.204949710599573010e+00 +7.562350398630353077e+00 +7.014372366222322519e+00 +7.165438341302303726e+00 +8.321097458795168933e+00 +8.218806200673265394e+00 +7.813299901506407963e+00 +7.284072486611953501e+00 +7.653883633371598272e+00 +8.103469323034508065e+00 +6.596612433822969024e+00 +6.254188323772492453e+00 +7.984129795126120754e+00 +7.277125869826353899e+00 +8.291941906303224030e+00 +8.034639318647643691e+00 +7.948924234205644090e+00 +8.138988156532878548e+00 +8.487008725649628715e+00 +7.680729245197531085e+00 +6.128250474331538911e+00 +8.122766539231173866e+00 +8.423430482863565771e+00 +7.760238772722682477e+00 +8.108537810859328232e+00 +6.986839074878536060e+00 +8.213332192550186761e+00 +6.574371942949365888e+00 +8.097104391257527567e+00 +7.499841460275225913e+00 +7.970401909176612953e+00 +6.446153180768970259e+00 +7.611868447901223966e+00 +6.855489128402449950e+00 +5.913056106781472643e+00 +7.352280508979816886e+00 +7.028039833204208442e+00 +6.584823158951233601e+00 +6.152483369623338305e+00 +6.458665699958594075e+00 +6.947198169916006805e+00 +8.279576589660731400e+00 +7.762374657742382666e+00 +7.274472232849452880e+00 +7.913415974920150475e+00 +7.314587037576444573e+00 +7.879774535450109418e+00 +7.901092204020543797e+00 +8.506783790022090841e+00 +8.017115650282196526e+00 +7.871555096202782487e+00 +8.560465894874317527e+00 +7.296046111339487439e+00 +6.836029822877199180e+00 +6.835277036765057268e+00 +8.373864660866857434e+00 +6.306785412289219295e+00 +8.047456441374157166e+00 +7.904721770889403309e+00 diff --git a/Peru/t1.py b/Peru/t1.py new file mode 100644 index 0000000..bed68a1 --- /dev/null +++ b/Peru/t1.py @@ -0,0 +1,21 @@ +import pandas as pd +import sklearn as sk +import numpy as np +from rdkit import Chem +from pathlib import Path +import glob + +from sklearn.experimental import enable_iterative_imputer +from sklearn.impute import IterativeImputer, SimpleImputer + +test_csvs = glob.glob("../data/test_*.csv") +tests = {Path(t).stem: pd.read_csv(t) for t in test_csvs} +print(tests.keys()) + +train_csvs = glob.glob("../data/train_*.csv") +train = {Path(t).stem: pd.read_csv(t) for t in train_csvs} +print(train.keys()) + +X = train['train_descriptors'] +X = X.drop(['identifiers', 'name', 'InchiKey', 'SMILES'], axis = 1) + diff --git a/Peru/tom_code.py b/Peru/tom_code.py new file mode 100644 index 0000000..5ac7a49 --- /dev/null +++ b/Peru/tom_code.py @@ -0,0 +1,21 @@ +import pandas as pd +import sklearn as sk +import numpy as np +from rdkit import Chem +from pathlib import Path +import glob + +test_csvs = glob.glob("../data/test_*.csv") +tests = {Path(t).stem : pd.read_csv(t) for t in test_csvs} +tests.keys() + + +train_csvs = glob.glob("../data/train_*.csv") +train = {Path(t).stem : pd.read_csv(t) for t in train_csvs} +train.keys() + + +train['train_crystals'][] + + + diff --git a/README.md b/README.md index ad70fec..361e7ef 100644 --- a/README.md +++ b/README.md @@ -1,17 +1 @@ -# FONS Datathon -Automated checking repository - -This is a repository for automated testing of your predictions against the test data. -To score your predictions, simply navigate to your team's branch and upload your predictions as a `.csv` file using the names `task_x_predictions.csv` or `bonus_x_predictions.csv` according to the number of task you wish to be scored. Then, if not already done so, create a pull request from your branch into the main branch. Once you have submitted your pull request, wait a few minutes and your results will appear in the comments! If you have already created a pull request, all you have to do is navigate to it and again, wait a few minutes for your scores. - -You do not have to submit all the tasks at once! Feel free to submit as many of tasks or bonus tasks as you wish! Note that this auto-checking service can only check the 4 main tasks as well as the first 3 bonus tasks. *For any other bonus tasks, please contact a demonstrator for manual scoring.* - - -These `.csv` files should be one prediction per line, with a total line length of 3,363 to match the test dataset size. -If you do not submit this, the scoring will fail. -The script used to score your models is `test_scoring.py` so check that file if you're confused as to why you're scoring doesn't work. - - -If you are confused how to format your `.csv`, see `example_predictions.csv`, the `Getting_started.ipynb` notebook or ask a demonstrator. -If you are new to GitHub and haven't submitted a pull request before, please ask a demonstrator. -An example pull request can be seen by selecting the `pull requests` tab on the top and looking in `Example Pull Request`. +# digifab-datathon \ No newline at end of file diff --git a/Tom/RDkit_tests.ipynb b/Tom/RDkit_tests.ipynb new file mode 100644 index 0000000..b240946 --- /dev/null +++ b/Tom/RDkit_tests.ipynb @@ -0,0 +1,270 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "from rdkit import Chem" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "222 µs ± 2.95 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%timeit m = Chem.MolFromSmiles('C1CC1N2C=C(C(=O)C3=CC(=C(C=C32)N4CCNCC4)F)C(=O)O')\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'Atom' object has no attribute 'GetNumAtoms'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0matom\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mGetAtoms\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0matom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mGetNumAtoms\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mAttributeError\u001b[0m: 'Atom' object has no attribute 'GetNumAtoms'" + ] + } + ], + "source": [ + "for atom in m.GetAtoms():\n", + " print(atom.GetNumAtoms())" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m.GetAtomWithIdx(0).IsInRing()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array(['H', 'O', 'H', 'C', 'O', 'H', 'N', 'C', 'O', 'H', 'O', 'N'],\n", + " dtype='" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "m = Chem.MolFromSmiles('C1CC1N2C=C(C(=O)C3=CC(=C(C=C32)N4CCNCC4)F)C(=O)O')\n", + "m" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(24, 24)" + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Chem.rdmolops.GetAdjacencyMatrix(m).shape" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 0., 1., 1., 2., 3., 4., 5., 6., 4., 5., 6., 5., 4.,\n", + " 3., 6., 7., 8., 9., 8., 7., 7., 5., 6., 6.],\n", + " [ 1., 0., 1., 2., 3., 4., 5., 6., 4., 5., 6., 5., 4.,\n", + " 3., 6., 7., 8., 9., 8., 7., 7., 5., 6., 6.],\n", + " [ 1., 1., 0., 1., 2., 3., 4., 5., 3., 4., 5., 4., 3.,\n", + " 2., 5., 6., 7., 8., 7., 6., 6., 4., 5., 5.],\n", + " [ 2., 2., 1., 0., 1., 2., 3., 4., 2., 3., 4., 3., 2.,\n", + " 1., 4., 5., 6., 7., 6., 5., 5., 3., 4., 4.],\n", + " [ 3., 3., 2., 1., 0., 1., 2., 3., 3., 4., 5., 4., 3.,\n", + " 2., 5., 6., 7., 8., 7., 6., 6., 2., 3., 3.],\n", + " [ 4., 4., 3., 2., 1., 0., 1., 2., 2., 3., 4., 5., 4.,\n", + " 3., 6., 7., 8., 9., 8., 7., 5., 1., 2., 2.],\n", + " [ 5., 5., 4., 3., 2., 1., 0., 1., 1., 2., 3., 4., 3.,\n", + " 2., 5., 6., 7., 8., 7., 6., 4., 2., 3., 3.],\n", + " [ 6., 6., 5., 4., 3., 2., 1., 0., 2., 3., 4., 5., 4.,\n", + " 3., 6., 7., 8., 9., 8., 7., 5., 3., 4., 4.],\n", + " [ 4., 4., 3., 2., 3., 2., 1., 2., 0., 1., 2., 3., 2.,\n", + " 1., 4., 5., 6., 7., 6., 5., 3., 3., 4., 4.],\n", + " [ 5., 5., 4., 3., 4., 3., 2., 3., 1., 0., 1., 2., 3.,\n", + " 2., 3., 4., 5., 6., 5., 4., 2., 4., 5., 5.],\n", + " [ 6., 6., 5., 4., 5., 4., 3., 4., 2., 1., 0., 1., 2.,\n", + " 3., 2., 3., 4., 5., 4., 3., 1., 5., 6., 6.],\n", + " [ 5., 5., 4., 3., 4., 5., 4., 5., 3., 2., 1., 0., 1.,\n", + " 2., 1., 2., 3., 4., 3., 2., 2., 6., 7., 7.],\n", + " [ 4., 4., 3., 2., 3., 4., 3., 4., 2., 3., 2., 1., 0.,\n", + " 1., 2., 3., 4., 5., 4., 3., 3., 5., 6., 6.],\n", + " [ 3., 3., 2., 1., 2., 3., 2., 3., 1., 2., 3., 2., 1.,\n", + " 0., 3., 4., 5., 6., 5., 4., 4., 4., 5., 5.],\n", + " [ 6., 6., 5., 4., 5., 6., 5., 6., 4., 3., 2., 1., 2.,\n", + " 3., 0., 1., 2., 3., 2., 1., 3., 7., 8., 8.],\n", + " [ 7., 7., 6., 5., 6., 7., 6., 7., 5., 4., 3., 2., 3.,\n", + " 4., 1., 0., 1., 2., 3., 2., 4., 8., 9., 9.],\n", + " [ 8., 8., 7., 6., 7., 8., 7., 8., 6., 5., 4., 3., 4.,\n", + " 5., 2., 1., 0., 1., 2., 3., 5., 9., 10., 10.],\n", + " [ 9., 9., 8., 7., 8., 9., 8., 9., 7., 6., 5., 4., 5.,\n", + " 6., 3., 2., 1., 0., 1., 2., 6., 10., 11., 11.],\n", + " [ 8., 8., 7., 6., 7., 8., 7., 8., 6., 5., 4., 3., 4.,\n", + " 5., 2., 3., 2., 1., 0., 1., 5., 9., 10., 10.],\n", + " [ 7., 7., 6., 5., 6., 7., 6., 7., 5., 4., 3., 2., 3.,\n", + " 4., 1., 2., 3., 2., 1., 0., 4., 8., 9., 9.],\n", + " [ 7., 7., 6., 5., 6., 5., 4., 5., 3., 2., 1., 2., 3.,\n", + " 4., 3., 4., 5., 6., 5., 4., 0., 6., 7., 7.],\n", + " [ 5., 5., 4., 3., 2., 1., 2., 3., 3., 4., 5., 6., 5.,\n", + " 4., 7., 8., 9., 10., 9., 8., 6., 0., 1., 1.],\n", + " [ 6., 6., 5., 4., 3., 2., 3., 4., 4., 5., 6., 7., 6.,\n", + " 5., 8., 9., 10., 11., 10., 9., 7., 1., 0., 2.],\n", + " [ 6., 6., 5., 4., 3., 2., 3., 4., 4., 5., 6., 7., 6.,\n", + " 5., 8., 9., 10., 11., 10., 9., 7., 1., 2., 0.]])" + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Chem.rdmolops.GetDistanceMatrix(m)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.7" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Tom/Untitled.ipynb b/Tom/Untitled.ipynb new file mode 100644 index 0000000..12405ed --- /dev/null +++ b/Tom/Untitled.ipynb @@ -0,0 +1,33 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "higher-zimbabwe", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:root] *", + "language": "python", + "name": "conda-root-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Tom/centrosymmetric.ipynb b/Tom/centrosymmetric.ipynb new file mode 100644 index 0000000..04586cb --- /dev/null +++ b/Tom/centrosymmetric.ipynb @@ -0,0 +1,1303 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 14, + "id": "decimal-taiwan", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import sklearn as sk\n", + "import numpy as np\n", + "from rdkit import Chem\n", + "from pathlib import Path" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "automatic-departure", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('task_4_predictions', (3362, 1)),\n", + " ('bonus_3_predictions', (3362, 1)),\n", + " ('task_3_predictions', (3362, 1)),\n", + " ('example_predictions', (3362, 1)),\n", + " ('task_2_predictions', (3362, 1)),\n", + " ('bonus_2_predictions', (3362, 1)),\n", + " ('bonus_1_predictions', (3362, 1)),\n", + " ('task_1_predictions', (3362, 1))]" + ] + }, + "execution_count": 146, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import glob\n", + "test_csvs = glob.glob(\"../../fons_datathon_testing/*.csv\")\n", + "tests = {Path(t).stem : pd.read_csv(t) for t in test_csvs}\n", + "[(k, v.shape) for k,v in tests.items()]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "further-transaction", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['test_mord3d', 'test_morgan', 'test_rdk', 'test_descriptors'])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import glob\n", + "test_csvs = glob.glob(\"../data/test_*.csv\")\n", + "tests = {Path(t).stem : pd.read_csv(t) for t in test_csvs}\n", + "tests.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "authorized-cherry", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['train_mord3d', 'train_centroid_distances', 'train_morgan', 'train_descriptors', 'train_crystals', 'train_distances', 'train_rdk'])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "train_csvs = glob.glob(\"../data/train_*.csv\")\n", + "train = {Path(t).stem : pd.read_csv(t) for t in train_csvs}\n", + "train.keys()" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "id": "basic-monitoring", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Unnamed: 0PNSA1PNSA2PNSA3PNSA4PNSA5PPSA1PPSA2PPSA3PPSA4...Mor30pMor31pMor32pMOMI-XMOMI-YMOMI-ZPBFInchiKeysmilesname
011365139.014118-151.840319-26.831052-6.601753-25.306720246.931665269.71492812.36313211.726736...0.1024220.2294370.0714891415.2878541322.721151281.2350780.515382UYSCRWBEPUAZRA-UHFFFAOYSA-NCC(=O)NN=C(C)C1=NCCS1Optimised_Molecules_V3.3460
158476166.984155-158.378249-22.890526-5.656366-19.797281245.249610232.61011711.7698678.307504...0.1903730.009479-0.0231721632.5332801362.201373461.5593270.760204RYPSYCXCJSHDJX-UHFFFAOYSA-NCC(C)N(C)c1ccc(cc1C#N)C#NOptimised_Molecules_V3.19496
231879138.070489-205.785002-26.822085-8.947174-25.723125227.011313338.34546318.25798214.710672...0.0742580.201520-0.0124681237.088719806.448222438.8262180.196809PVRUUABKIQNQFL-UHFFFAOYSA-NCC1=CC(=O)N2C(=NC(=NC2=N1)C)NOptimised_Molecules_V3.5074
32885123.516982-122.535380-17.941428-6.807521-17.505054191.418986189.89776014.96505910.549876...0.0425470.057453-0.132380739.692109597.300035145.6647690.100125QPJVMBTYPHYUOC-UHFFFAOYSA-NCOC(=O)c1ccccc1Optimised_Molecules_V3.988
4266095.811124-100.166153-19.007021-5.271903-20.033231225.502882235.75296014.94906212.408051...0.0837210.066667-0.018557820.747989688.428301138.7301780.199216LUFRABHJXNJTNZ-UHFFFAOYSA-NCC(=O)NC1=NNC(=C1)COptimised_Molecules_V3.795
..................................................................
1344434720250.640231-565.944945-74.976844-33.290879-56.594495101.770837178.91284919.02350010.524285...-0.004609-0.040854-0.0251871443.614193952.861633568.9434940.259317AMGTUMYRSHDKFL-UHFFFAOYSA-NNC1=NC(=NO1)C1=[N+]([O-])ON=C1N(=O)=OOptimised_Molecules_V3.7209
134455878159.052753-42.012192-10.468332-1.312881-4.668021299.020058212.7333188.5070016.647916...0.1272140.782229-0.252107893.533400569.096869489.1738360.810754UPOSSYJVWXLPTA-UHFFFAOYSA-NO=C1CCCCCCCCCC1Optimised_Molecules_V3.19870
1344638371148.274341-208.307535-39.210266-11.572641-34.717922164.042120230.45935912.80145812.803298...0.0079860.111940-0.013753760.080102605.320181227.9572350.471642VMONVJKJUDZYIE-UHFFFAOYSA-NOC(=O)CN1C=CC=CC1=OOptimised_Molecules_V3.9058
1344745201164.015880-195.186588-24.968183-8.132775-19.518659208.223630247.79588417.21200010.324829...0.140341-0.029752-0.2429941382.006709998.934558386.3018970.074602AMOPWISLTWLTGM-UHFFFAOYSA-NCc1cc(nc2ccccc12)C(N)=OOptimised_Molecules_V3.12909
134487655195.605337-271.839613-30.268230-12.356346-38.834230199.284386276.95251616.24525312.588751...0.119138-0.137471-0.0593272357.2568802086.645415273.9176860.082341WBZIRDVHGBWLDE-UHFFFAOYSA-NCOC(=S)Nc1ccc(cc1)N(=O)=OOptimised_Molecules_V3.2645
\n", + "

13449 rows × 217 columns

\n", + "
" + ], + "text/plain": [ + " Unnamed: 0 PNSA1 PNSA2 PNSA3 PNSA4 PNSA5 \\\n", + "0 11365 139.014118 -151.840319 -26.831052 -6.601753 -25.306720 \n", + "1 58476 166.984155 -158.378249 -22.890526 -5.656366 -19.797281 \n", + "2 31879 138.070489 -205.785002 -26.822085 -8.947174 -25.723125 \n", + "3 2885 123.516982 -122.535380 -17.941428 -6.807521 -17.505054 \n", + "4 2660 95.811124 -100.166153 -19.007021 -5.271903 -20.033231 \n", + "... ... ... ... ... ... ... \n", + "13444 34720 250.640231 -565.944945 -74.976844 -33.290879 -56.594495 \n", + "13445 58781 59.052753 -42.012192 -10.468332 -1.312881 -4.668021 \n", + "13446 38371 148.274341 -208.307535 -39.210266 -11.572641 -34.717922 \n", + "13447 45201 164.015880 -195.186588 -24.968183 -8.132775 -19.518659 \n", + "13448 7655 195.605337 -271.839613 -30.268230 -12.356346 -38.834230 \n", + "\n", + " PPSA1 PPSA2 PPSA3 PPSA4 ... Mor30p Mor31p \\\n", + "0 246.931665 269.714928 12.363132 11.726736 ... 0.102422 0.229437 \n", + "1 245.249610 232.610117 11.769867 8.307504 ... 0.190373 0.009479 \n", + "2 227.011313 338.345463 18.257982 14.710672 ... 0.074258 0.201520 \n", + "3 191.418986 189.897760 14.965059 10.549876 ... 0.042547 0.057453 \n", + "4 225.502882 235.752960 14.949062 12.408051 ... 0.083721 0.066667 \n", + "... ... ... ... ... ... ... ... \n", + "13444 101.770837 178.912849 19.023500 10.524285 ... -0.004609 -0.040854 \n", + "13445 299.020058 212.733318 8.507001 6.647916 ... 0.127214 0.782229 \n", + "13446 164.042120 230.459359 12.801458 12.803298 ... 0.007986 0.111940 \n", + "13447 208.223630 247.795884 17.212000 10.324829 ... 0.140341 -0.029752 \n", + "13448 199.284386 276.952516 16.245253 12.588751 ... 0.119138 -0.137471 \n", + "\n", + " Mor32p MOMI-X MOMI-Y MOMI-Z PBF \\\n", + "0 0.071489 1415.287854 1322.721151 281.235078 0.515382 \n", + "1 -0.023172 1632.533280 1362.201373 461.559327 0.760204 \n", + "2 -0.012468 1237.088719 806.448222 438.826218 0.196809 \n", + "3 -0.132380 739.692109 597.300035 145.664769 0.100125 \n", + "4 -0.018557 820.747989 688.428301 138.730178 0.199216 \n", + "... ... ... ... ... ... \n", + "13444 -0.025187 1443.614193 952.861633 568.943494 0.259317 \n", + "13445 -0.252107 893.533400 569.096869 489.173836 0.810754 \n", + "13446 -0.013753 760.080102 605.320181 227.957235 0.471642 \n", + "13447 -0.242994 1382.006709 998.934558 386.301897 0.074602 \n", + "13448 -0.059327 2357.256880 2086.645415 273.917686 0.082341 \n", + "\n", + " InchiKey smiles \\\n", + "0 UYSCRWBEPUAZRA-UHFFFAOYSA-N CC(=O)NN=C(C)C1=NCCS1 \n", + "1 RYPSYCXCJSHDJX-UHFFFAOYSA-N CC(C)N(C)c1ccc(cc1C#N)C#N \n", + "2 PVRUUABKIQNQFL-UHFFFAOYSA-N CC1=CC(=O)N2C(=NC(=NC2=N1)C)N \n", + "3 QPJVMBTYPHYUOC-UHFFFAOYSA-N COC(=O)c1ccccc1 \n", + "4 LUFRABHJXNJTNZ-UHFFFAOYSA-N CC(=O)NC1=NNC(=C1)C \n", + "... ... ... \n", + "13444 AMGTUMYRSHDKFL-UHFFFAOYSA-N NC1=NC(=NO1)C1=[N+]([O-])ON=C1N(=O)=O \n", + "13445 UPOSSYJVWXLPTA-UHFFFAOYSA-N O=C1CCCCCCCCCC1 \n", + "13446 VMONVJKJUDZYIE-UHFFFAOYSA-N OC(=O)CN1C=CC=CC1=O \n", + "13447 AMOPWISLTWLTGM-UHFFFAOYSA-N Cc1cc(nc2ccccc12)C(N)=O \n", + "13448 WBZIRDVHGBWLDE-UHFFFAOYSA-N COC(=S)Nc1ccc(cc1)N(=O)=O \n", + "\n", + " name \n", + "0 Optimised_Molecules_V3.3460 \n", + "1 Optimised_Molecules_V3.19496 \n", + "2 Optimised_Molecules_V3.5074 \n", + "3 Optimised_Molecules_V3.988 \n", + "4 Optimised_Molecules_V3.795 \n", + "... ... \n", + "13444 Optimised_Molecules_V3.7209 \n", + "13445 Optimised_Molecules_V3.19870 \n", + "13446 Optimised_Molecules_V3.9058 \n", + "13447 Optimised_Molecules_V3.12909 \n", + "13448 Optimised_Molecules_V3.2645 \n", + "\n", + "[13449 rows x 217 columns]" + ] + }, + "execution_count": 145, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "train['train_mord3d'].drop('identifiers', axis = 1)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "oriented-ethiopia", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
identifiersUnnamed: 0nameABCABCGGnAcidnBaseSpAbs_ASpMax_ASpDiam_A...MWAMWWPathWPolZagreb1Zagreb2mZagreb1mZagreb2InchiKeySMILES
0COXSUE11365Optimised_Molecules_V3.34608.7730118.6325640014.5991642.2447394.388162...185.0622838.0461862191154.058.04.8333332.777778UYSCRWBEPUAZRA-UHFFFAOYSA-NCC(=O)NN=C(C)C1=NCCS1
1TUWFAU58476Optimised_Molecules_V3.1949610.81345110.3463930018.4887072.3578694.715737...199.1109477.1111053642270.080.06.8055563.583333RYPSYCXCJSHDJX-UHFFFAOYSA-NCC(C)N(C)c1ccc(C#N)cc1C#N
2DUTHEG31879Optimised_Molecules_V3.507410.9228419.5841720016.6853322.4362744.872549...191.0807108.3078572712274.087.05.6666673.000000PVRUUABKIQNQFL-UHFFFAOYSA-NCc1cc(=O)n2c(N)nc(C)nc2n1
3AXUDED082885Optimised_Molecules_V3.9887.1400176.8733560012.8572792.2143204.428639...136.0524297.5584681211144.048.03.7222222.444444QPJVMBTYPHYUOC-UHFFFAOYSA-NCOC(=O)c1ccccc1
4ARAGUV2660Optimised_Molecules_V3.7957.3992377.3080330011.6387272.2497784.311276...139.0745627.319714125846.049.04.3333332.250000LUFRABHJXNJTNZ-UHFFFAOYSA-NCC(=O)Nc1cc(C)[nH]n1
\n", + "

5 rows × 1618 columns

\n", + "
" + ], + "text/plain": [ + " identifiers Unnamed: 0 name ABC ABCGG \\\n", + "0 COXSUE 11365 Optimised_Molecules_V3.3460 8.773011 8.632564 \n", + "1 TUWFAU 58476 Optimised_Molecules_V3.19496 10.813451 10.346393 \n", + "2 DUTHEG 31879 Optimised_Molecules_V3.5074 10.922841 9.584172 \n", + "3 AXUDED08 2885 Optimised_Molecules_V3.988 7.140017 6.873356 \n", + "4 ARAGUV 2660 Optimised_Molecules_V3.795 7.399237 7.308033 \n", + "\n", + " nAcid nBase SpAbs_A SpMax_A SpDiam_A ... MW AMW \\\n", + "0 0 0 14.599164 2.244739 4.388162 ... 185.062283 8.046186 \n", + "1 0 0 18.488707 2.357869 4.715737 ... 199.110947 7.111105 \n", + "2 0 0 16.685332 2.436274 4.872549 ... 191.080710 8.307857 \n", + "3 0 0 12.857279 2.214320 4.428639 ... 136.052429 7.558468 \n", + "4 0 0 11.638727 2.249778 4.311276 ... 139.074562 7.319714 \n", + "\n", + " WPath WPol Zagreb1 Zagreb2 mZagreb1 mZagreb2 \\\n", + "0 219 11 54.0 58.0 4.833333 2.777778 \n", + "1 364 22 70.0 80.0 6.805556 3.583333 \n", + "2 271 22 74.0 87.0 5.666667 3.000000 \n", + "3 121 11 44.0 48.0 3.722222 2.444444 \n", + "4 125 8 46.0 49.0 4.333333 2.250000 \n", + "\n", + " InchiKey SMILES \n", + "0 UYSCRWBEPUAZRA-UHFFFAOYSA-N CC(=O)NN=C(C)C1=NCCS1 \n", + "1 RYPSYCXCJSHDJX-UHFFFAOYSA-N CC(C)N(C)c1ccc(C#N)cc1C#N \n", + "2 PVRUUABKIQNQFL-UHFFFAOYSA-N Cc1cc(=O)n2c(N)nc(C)nc2n1 \n", + "3 QPJVMBTYPHYUOC-UHFFFAOYSA-N COC(=O)c1ccccc1 \n", + "4 LUFRABHJXNJTNZ-UHFFFAOYSA-N CC(=O)Nc1cc(C)[nH]n1 \n", + "\n", + "[5 rows x 1618 columns]" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "train['train_descriptors'].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "relative-coaching", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Unnamed: 0ABCABCGGnAcidnBaseSpAbs_ASpMax_ASpDiam_ASpAD_ASpMAD_A...SRW10TSRW10MWAMWWPathWPolZagreb1Zagreb2mZagreb1mZagreb2
0113658.7730118.6325640014.5991642.2447394.38816214.5991641.216597...8.76483454.650723185.0622838.0461862191154.058.04.8333332.777778
15847610.81345110.3463930018.4887072.3578694.71573718.4887071.232580...9.42149246.551655199.1109477.1111053642270.080.06.8055563.583333
23187910.9228419.5841720016.6853322.4362744.87254916.6853321.191809...9.69344546.214439191.0807108.3078572712274.087.05.6666673.000000
328857.1400176.8733560012.8572792.2143204.42863912.8572791.285728...8.70300938.792641136.0524297.5584681211144.048.03.7222222.444444
426607.3992377.3080330011.6387272.2497784.31127611.6387271.163873...8.61631452.270726139.0745627.319714125846.049.04.3333332.250000
..................................................................
134443472011.58950711.3354460018.5931112.4442474.71618618.5931111.239541...9.55485262.912651214.00866712.5887453442078.092.05.9166673.277778
13445587818.5946716.9963740015.0700752.0710274.10749215.0700751.255840...8.27257140.358042168.1514155.2547322061350.051.03.6111112.916667
13446383718.0659047.6087521013.2462022.2487634.49752713.2462021.204200...8.87947240.495691153.0425938.5023661581250.054.04.5833332.527778
134474520110.8134519.3871640017.6839972.4021874.80437317.6839971.263143...9.57644145.924017186.0793137.7533052832172.084.05.0555563.083333
13448765510.1872249.2173250017.0041912.2702884.54057617.0041911.214585...9.12140044.722734212.0255639.6375263381764.070.05.9444443.277778
\n", + "

13449 rows × 1614 columns

\n", + "
" + ], + "text/plain": [ + " Unnamed: 0 ABC ABCGG nAcid nBase SpAbs_A SpMax_A \\\n", + "0 11365 8.773011 8.632564 0 0 14.599164 2.244739 \n", + "1 58476 10.813451 10.346393 0 0 18.488707 2.357869 \n", + "2 31879 10.922841 9.584172 0 0 16.685332 2.436274 \n", + "3 2885 7.140017 6.873356 0 0 12.857279 2.214320 \n", + "4 2660 7.399237 7.308033 0 0 11.638727 2.249778 \n", + "... ... ... ... ... ... ... ... \n", + "13444 34720 11.589507 11.335446 0 0 18.593111 2.444247 \n", + "13445 58781 8.594671 6.996374 0 0 15.070075 2.071027 \n", + "13446 38371 8.065904 7.608752 1 0 13.246202 2.248763 \n", + "13447 45201 10.813451 9.387164 0 0 17.683997 2.402187 \n", + "13448 7655 10.187224 9.217325 0 0 17.004191 2.270288 \n", + "\n", + " SpDiam_A SpAD_A SpMAD_A ... SRW10 TSRW10 MW \\\n", + "0 4.388162 14.599164 1.216597 ... 8.764834 54.650723 185.062283 \n", + "1 4.715737 18.488707 1.232580 ... 9.421492 46.551655 199.110947 \n", + "2 4.872549 16.685332 1.191809 ... 9.693445 46.214439 191.080710 \n", + "3 4.428639 12.857279 1.285728 ... 8.703009 38.792641 136.052429 \n", + "4 4.311276 11.638727 1.163873 ... 8.616314 52.270726 139.074562 \n", + "... ... ... ... ... ... ... ... \n", + "13444 4.716186 18.593111 1.239541 ... 9.554852 62.912651 214.008667 \n", + "13445 4.107492 15.070075 1.255840 ... 8.272571 40.358042 168.151415 \n", + "13446 4.497527 13.246202 1.204200 ... 8.879472 40.495691 153.042593 \n", + "13447 4.804373 17.683997 1.263143 ... 9.576441 45.924017 186.079313 \n", + "13448 4.540576 17.004191 1.214585 ... 9.121400 44.722734 212.025563 \n", + "\n", + " AMW WPath WPol Zagreb1 Zagreb2 mZagreb1 mZagreb2 \n", + "0 8.046186 219 11 54.0 58.0 4.833333 2.777778 \n", + "1 7.111105 364 22 70.0 80.0 6.805556 3.583333 \n", + "2 8.307857 271 22 74.0 87.0 5.666667 3.000000 \n", + "3 7.558468 121 11 44.0 48.0 3.722222 2.444444 \n", + "4 7.319714 125 8 46.0 49.0 4.333333 2.250000 \n", + "... ... ... ... ... ... ... ... \n", + "13444 12.588745 344 20 78.0 92.0 5.916667 3.277778 \n", + "13445 5.254732 206 13 50.0 51.0 3.611111 2.916667 \n", + "13446 8.502366 158 12 50.0 54.0 4.583333 2.527778 \n", + "13447 7.753305 283 21 72.0 84.0 5.055556 3.083333 \n", + "13448 9.637526 338 17 64.0 70.0 5.944444 3.277778 \n", + "\n", + "[13449 rows x 1614 columns]" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "X = train['train_descriptors']\n", + "X = X.drop(['identifiers','name', 'InchiKey', 'SMILES'], axis = 1)\n", + "X" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "composed-fifth", + "metadata": {}, + "outputs": [], + "source": [ + "x = np.array(x)\n", + "x[]" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "instant-girlfriend", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.experimental import enable_iterative_imputer\n", + "from sklearn.impute import IterativeImputer, SimpleImputer\n", + "imp = IterativeImputer(max_iter=10, random_state=0)\n", + "imp = SimpleImputer(strategy=\"most_frequent\")\n", + "\n", + "imp.fit(X)\n", + "\n", + "X = imp.transform(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "satisfied-stamp", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 9 µs, sys: 4 µs, total: 13 µs\n", + "Wall time: 963 µs\n" + ] + }, + { + "data": { + "text/plain": [ + "RandomForestClassifier(random_state=0)" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%time\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "clf = RandomForestClassifier(random_state=0)\n", + "Y = train['train_crystals']['is_centrosymmetric']\n", + "\n", + "clf.fit(X, Y)" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "capable-aluminum", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1.0" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.metrics import f1_score\n", + "\n", + "f1_score(clf.predict(X), Y, average = 'macro')" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "operating-fence", + "metadata": {}, + "outputs": [], + "source": [ + "# %% Imports + Data loading\n", + "from traceback import clear_frames\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import sklearn as sk\n", + "import pandas as pd\n", + "\n", + "from sklearn.pipeline import Pipeline\n", + "from sklearn.experimental import enable_iterative_imputer\n", + "from sklearn.impute import SimpleImputer\n", + "from sklearn.feature_selection import f_regression, chi2\n", + "from sklearn.feature_selection import SelectKBest\n", + "from sklearn.ensemble import ExtraTreesClassifier\n", + "from sklearn.kernel_ridge import KernelRidge\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.preprocessing import MinMaxScaler\n", + "from sklearn.metrics import mean_absolute_error\n", + "from sklearn.svm import SVR\n", + "\n", + "from sklearn.ensemble import RandomForestClassifier" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "widespread-penalty", + "metadata": {}, + "outputs": [], + "source": [ + "def read_data(path):\n", + " feature_headers = [*pd.read_csv(path, nrows=1)]\n", + " return pd.read_csv(path,\n", + " usecols=[c for c in headers if not c in ['identifiers', 'Unnamed: 0', 'name', 'InchiKey', 'SMILES']]\n", + " )\n", + "\n", + "features = read_data('../data/train_descriptors.csv')\n", + " \n", + "data = pd.read_csv('../data/train_crystals.csv')\n", + "# %% Train / test splitting\n", + "target = data['is_centrosymmetric']\n", + "\n", + "X_train, X_test, y_train, y_test = train_test_split(\n", + " features, target, test_size=0.33, random_state=42)\n", + "\n", + "y_train = y_train.to_numpy()" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "looking-retail", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/tom/miniconda3/lib/python3.7/site-packages/sklearn/impute/_base.py:438: UserWarning: Deleting features without observed values: [1049 1050 1051 1052 1053 1054 1092 1095 1103 1104 1105 1106 1107 1108\n", + " 1109 1110 1111 1112 1113 1114 1115 1116 1117 1119 1120 1121 1122 1124\n", + " 1125 1126 1127 1128 1129 1130 1131 1132 1133 1171 1174 1182 1183 1184\n", + " 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1198 1199\n", + " 1200 1201 1203 1204 1205 1206]\n", + " \"observed values: %s\" % missing)\n", + "/Users/tom/miniconda3/lib/python3.7/site-packages/sklearn/impute/_base.py:438: UserWarning: Deleting features without observed values: [1049 1050 1051 1052 1053 1054 1092 1095 1103 1104 1105 1106 1107 1108\n", + " 1109 1110 1111 1112 1113 1114 1115 1116 1117 1119 1120 1121 1122 1124\n", + " 1125 1126 1127 1128 1129 1130 1131 1132 1133 1171 1174 1182 1183 1184\n", + " 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1198 1199\n", + " 1200 1201 1203 1204 1205 1206]\n", + " \"observed values: %s\" % missing)\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'f1_' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0;31m# %% Prediction\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 12\u001b[0m \u001b[0my_pred\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpclf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mX_test\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 13\u001b[0;31m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf1_\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0my_test\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my_pred\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 14\u001b[0m \u001b[0;31m# %% plotting\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 15\u001b[0m \u001b[0mplt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0my_test\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my_pred\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'r.'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mNameError\u001b[0m: name 'f1_' is not defined" + ] + } + ], + "source": [ + "# %% Full model defn as pipeline\n", + "pclf = Pipeline([\n", + " ('imputer', SimpleImputer(strategy='mean', verbose=1)),\n", + " ('scaler', MinMaxScaler()),\n", + " ('feature_sel', SelectKBest(chi2, k = 10)),\n", + " ('fitting', RandomForestClassifier(random_state=0))\n", + "])\n", + "# %% Fitting\n", + "pclf.fit(X_train, y_train)\n", + "\n", + "# %% Prediction\n", + "y_pred = pclf.predict(X_test)\n", + "print(f1_score(y_test, y_pred))\n", + "# %% plotting\n", + "plt.plot(y_test, y_pred, 'r.')\n", + "plt.show()\n", + "# %% saving\n", + "#np.savetxt('./out/task_1_predictions.csv', y_pred)\n", + "# %%" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:root] *", + "language": "python", + "name": "conda-root-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/Tom/gemini_tests.ipynb b/Tom/gemini_tests.ipynb new file mode 100644 index 0000000..50b526d --- /dev/null +++ b/Tom/gemini_tests.ipynb @@ -0,0 +1,236 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "#!pip install gemini " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "[read the docs for gemmi](https://gemmi.readthedocs.io/en/latest/cif.html)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from gemmi import cif\n", + "path = \"./example_data/1520367.cif\"\n", + "\n", + "doc = cif.read_file(path) # copy all the data from mmCIF file\n", + "doc" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "block = doc.sole_block() # mmCIF has exactly one block\n", + "block" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['add_item',\n", + " 'as_string',\n", + " 'find',\n", + " 'find_frame',\n", + " 'find_loop',\n", + " 'find_loop_item',\n", + " 'find_mmcif_category',\n", + " 'find_or_add',\n", + " 'find_pair',\n", + " 'find_pair_item',\n", + " 'find_value',\n", + " 'find_values',\n", + " 'get_index',\n", + " 'get_mmcif_category',\n", + " 'get_mmcif_category_names',\n", + " 'init_loop',\n", + " 'init_mmcif_loop',\n", + " 'item_as_table',\n", + " 'move_item',\n", + " 'name',\n", + " 'set_mmcif_category',\n", + " 'set_pair',\n", + " 'write_file']" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "[s for s in dir(block) if not s.startswith(\"_\")]" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'S O O O O N N N H N H H N N C H C H C H C C C H C H C C H C H C C H H C H H C H H C H H H C C H H C H H C H H C H H H'" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "greeted = []\n", + "\" \".join([e for e in block.find_loop(\"_atom_site_type_symbol\")])" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "b = block.find(\"_atom_site_\", [\"type_symbol\", \"fract_x\", \"fract_y\", \"fract_z\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[['S1', 'S', '0.64362(5)', '0.89209(4)', '0.21229(5)'],\n", + " ['O1', 'O', '0.63025(14)', '0.85278(11)', '0.11014(12)'],\n", + " ['O2', 'O', '0.60005(14)', '0.80440(11)', '0.34253(13)'],\n", + " ['O3', 'O', '0.7369(3)', '0.5374(2)', '0.0105(2)'],\n", + " ['O4', 'O', '0.01675(15)', '0.29690(13)', '0.46768(13)'],\n", + " ['N1', 'N', '1.03693(16)', '1.02888(13)', '0.12921(15)'],\n", + " ['N2', 'N', '0.82009(17)', '0.98932(14)', '0.33051(15)'],\n", + " ['N3', 'N', '0.82334(16)', '0.93179(13)', '0.15283(15)'],\n", + " ['H3A', 'H', '0.8778', '0.9181', '0.0800'],\n", + " ['N4', 'N', '0.29922(18)', '1.34606(14)', '0.23173(16)'],\n", + " ['H4A', 'H', '0.2984', '1.3991', '0.1597'],\n", + " ['H4B', 'H', '0.2458', '1.3572', '0.3061'],\n", + " ['N5', 'N', '0.7780(2)', '0.39414(15)', '0.17797(18)'],\n", + " ['N6', 'N', '-0.12590(17)', '0.29101(14)', '0.67914(16)'],\n", + " ['C1', 'C', '0.8966(2)', '1.04214(17)', '0.37812(19)'],\n", + " ['H1C', 'H', '0.8490', '1.0476', '0.4629'],\n", + " ['C2', 'C', '1.0423(2)', '1.08856(17)', '0.30739(19)'],\n", + " ['H2C', 'H', '1.0938', '1.1242', '0.3427'],\n", + " ['C3', 'C', '1.1083(2)', '1.08001(17)', '0.1823(2)'],\n", + " ['H3B', 'H', '1.2068', '1.1110', '0.1322'],\n", + " ['C4', 'C', '0.89499(19)', '0.98506(14)', '0.20906(18)'],\n", + " ['C5', 'C', '0.54982(19)', '1.02960(16)', '0.21984(17)'],\n", + " ['C6', 'C', '0.5527(2)', '1.11900(17)', '0.10271(17)'],\n", + " ['H6A', 'H', '0.6085', '1.1065', '0.0221'],\n", + " ['C7', 'C', '0.4728(2)', '1.22533(17)', '0.10697(18)'],\n", + " ['H7A', 'H', '0.4770', '1.2854', '0.0287'],\n", + " ['C8', 'C', '0.3850(2)', '1.24455(16)', '0.22805(18)'],\n", + " ['C9', 'C', '0.3870(2)', '1.15564(17)', '0.34438(18)'],\n", + " ['H9A', 'H', '0.3334', '1.1684', '0.4252'],\n", + " ['C10', 'C', '0.4680(2)', '1.04931(17)', '0.33939(17)'],\n", + " ['H10A', 'H', '0.4676', '0.9905', '0.4171'],\n", + " ['C11', 'C', '0.7042(3)', '0.4872(2)', '0.1286(3)'],\n", + " ['C12', 'C', '0.5803(3)', '0.5149(2)', '0.2385(3)'],\n", + " ['H12A', 'H', '0.4848', '0.4937', '0.2397'],\n", + " ['H12B', 'H', '0.5855', '0.6039', '0.2308'],\n", + " ['C13', 'C', '0.6009(3)', '0.4326(3)', '0.3624(3)'],\n", + " ['H13A', 'H', '0.6383', '0.4836', '0.3993'],\n", + " ['H13B', 'H', '0.5069', '0.3893', '0.4283'],\n", + " ['C14', 'C', '0.7125(3)', '0.3383(2)', '0.3199(2)'],\n", + " ['H14A', 'H', '0.7872', '0.3297', '0.3577'],\n", + " ['H14B', 'H', '0.6636', '0.2558', '0.3450'],\n", + " ['C15', 'C', '0.8977(4)', '0.3359(2)', '0.0991(3)'],\n", + " ['H15A', 'H', '0.9264', '0.3842', '0.0077'],\n", + " ['H15B', 'H', '0.8653', '0.2512', '0.1129'],\n", + " ['H15C', 'H', '0.9814', '0.3332', '0.1239'],\n", + " ['C16', 'C', '0.0001(2)', '0.31690(16)', '0.57052(19)'],\n", + " ['C17', 'C', '0.1164(2)', '0.37323(17)', '0.59727(19)'],\n", + " ['H17A', 'H', '0.1601', '0.4527', '0.5290'],\n", + " ['H17B', 'H', '0.1952', '0.3156', '0.6007'],\n", + " ['C18', 'C', '0.0347(2)', '0.39435(19)', '0.7295(2)'],\n", + " ['H18A', 'H', '0.0185', '0.4835', '0.7182'],\n", + " ['H18B', 'H', '0.0912', '0.3653', '0.7851'],\n", + " ['C19', 'C', '-0.1138(2)', '0.31722(18)', '0.79009(19)'],\n", + " ['H19A', 'H', '-0.1131', '0.2393', '0.8576'],\n", + " ['H19B', 'H', '-0.1959', '0.3655', '0.8285'],\n", + " ['C20', 'C', '-0.2600(2)', '0.2317(2)', '0.6906(2)'],\n", + " ['H20A', 'H', '-0.2461', '0.2219', '0.6074'],\n", + " ['H20B', 'H', '-0.3421', '0.2839', '0.7151'],\n", + " ['H20C', 'H', '-0.2807', '0.1501', '0.7567']]" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "[list(a) for a in b]" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:root] *", + "language": "python", + "name": "conda-root-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.7" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Tom/scikit_tests.ipynb b/Tom/scikit_tests.ipynb new file mode 100644 index 0000000..7962099 --- /dev/null +++ b/Tom/scikit_tests.ipynb @@ -0,0 +1,206 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Install\n", + "\n", + "`conda install -c intel scikit-learn` or `pip install -U scikit-learn`" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "RandomForestClassifier(random_state=0)" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.ensemble import RandomForestClassifier\n", + "clf = RandomForestClassifier(random_state=0)\n", + "X = [[ 1, 2, 3], # 2 samples, 3 features\n", + " [11, 12, 13]]\n", + "y = [0, 1] # classes of each sample\n", + "clf.fit(X, y)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0, 1])" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "clf.predict(X) # predict classes of the training data\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "## Using the sklearn pipeline approach seems like a good idea:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.9736842105263158" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.linear_model import LogisticRegression\n", + "from sklearn.pipeline import make_pipeline\n", + "from sklearn.datasets import load_iris\n", + "from sklearn.model_selection import train_test_split\n", + "from sklearn.metrics import accuracy_score\n", + "\n", + "# create a pipeline object\n", + "pipe = make_pipeline(\n", + " StandardScaler(),\n", + " LogisticRegression()\n", + " )\n", + "\n", + "# load the iris dataset and split it into train and test sets\n", + "X, y = load_iris(return_X_y=True)\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, random_state=0)\n", + "\n", + "# fit the whole pipeline\n", + "pipe.fit(X_train, y_train)\n", + "\n", + "# we can now use it like any other estimator\n", + "accuracy_score(pipe.predict(X_test), y_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Cross validation" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([1., 1., 1., 1., 1.])" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.datasets import make_regression\n", + "from sklearn.linear_model import LinearRegression\n", + "from sklearn.model_selection import cross_validate\n", + "\n", + "X, y = make_regression(n_samples=1000, random_state=0)\n", + "lr = LinearRegression()\n", + "\n", + "result = cross_validate(lr, X, y) # defaults to 5-fold CV\n", + "result['test_score'] # r_squared score is high because dataset is easy" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "attachments": { + "eed28f5d-d8f3-4f82-896d-ba67a7d031c6.png": { + "image/png": "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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Let's definitely steal this flowchart:\n", + "\n", + "\"drawing\"" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting gemmi\n", + " Downloading gemmi-0.4.5-cp37-cp37m-macosx_10_9_x86_64.whl (2.0 MB)\n", + "\u001b[K |████████████████████████████████| 2.0 MB 3.6 MB/s eta 0:00:01\n", + "\u001b[?25hInstalling collected packages: gemmi\n", + "Successfully installed gemmi-0.4.5\n" + ] + } + ], + "source": [ + "!pip install gemmi" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:root] *", + "language": "python", + "name": "conda-root-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.7" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/Tom/tutorial-ml-in-chemistry-research-rdkit-mol2vec.ipynb b/Tom/tutorial-ml-in-chemistry-research-rdkit-mol2vec.ipynb new file mode 100644 index 0000000..333c243 --- /dev/null +++ b/Tom/tutorial-ml-in-chemistry-research-rdkit-mol2vec.ipynb @@ -0,0 +1,1718 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# SIMPLE ML IN CHEMISTRY RESEARCH: RDKIT AND MOL2VEC " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Preface\n", + "\n", + "While considering which topic to pick to write a tutorial I suddenly understood that there's no better way to show an interesting thing than to describe something you're truly aware of. Alright, I got a higher education in chemistry, then actually went crazy on a thing called data science hoping that one day I'll be able to put two of them together. That's why I've actually entered mlcourse.ai. And I suppose the time has come. In this tutorial I'll try to show some insights on how can some of Python packages and machine learning be easily and efficiently applied in chemistry without going deep to the strange and contradictory world of deep neural networks for chemistry and drug development.\n", + "\n", + "" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Introduction\n", + "\n", + "As far as I've already found out, data science approaches can actually be implemented everywhere. The only limitation is data that you have (or you don't). Since chemistry is known to be a rather exact science (because we do have laws and numbers in it, still we don't have enough principles that are mathematically strict) it must have data to be analyzed. You might understand that in real-world chemistry we can find many examples of the things that are seeking to have a good data scientist's look at.\n", + "I'll tell the simplest ever example: two main general tasks that many chemistry researchers face almost everyday are predicting physical, chemical, biochemical (or some other desirable) properties of a molecule (or a substance when we talk about physical properties) by it's general descriptors - chemical formula and 3D structure - and predicting chemical formula and 3D structure for an unknown yet molecule or substance with desirable properties respectively. They are called QSPR (quantitative structure-property relationship) and QSAR (quantitative structure-activity relationship) problems. From the history of the problem we can see many different approaches based on some chemical and mathematical logic, some quantum mechanics approaches and etc. The main disadvantage of all these methods is that they're really computationally hard (and also not always accurate). And now doesn't the problem sound familiar? What if don't need to wait for weeks to find values of some properties that we need? Let's find it out.\n", + "\n", + "# Representation of chemical data\n", + "Let's consider a case where we want to implement some machine learning in chemistry research. The first issue we're goind to face is how to represent the data in the way that keeps much information.\n", + "When it comes to chemical formulas, in chemoinformatics there're several general ways of representation.\n", + "\n", + "**SMILES (Simplified Molecular Input Line Entry System)**\n", + "\n", + "\n", + "This is the simplest way to reflect a molecule. The idea behind is to use simple line notations for chemical formulas that are based on some rules. Atoms of chemical elements are represented by chemical symbols in capital letter, hydrogen is usually ignored. Single bonds are not displayed; for double, triple and quadruple bonds we shall use *'='*, *'#'*, *'$'* respectively. Atoms that are bonded must stand nearby. Ring structures are written by breaking each ring at an arbitrary point (although some choices will lead to a more legible SMILES than others) to make a 'straight non-ring' structure (as if it wasn't a ring) and adding numerical ring closure labels to show connectivity between non-adjacent atoms. Aromacity is commonly illustrated by writing the constituent B, C, N, O, P and S atoms in lower-case forms b, c, n, o, p and s, respectively. To represent side chains of atomic gpoups branches are used. \n", + "\n", + "A simple example:\n", + "\n", + "\n", + "\n", + "A fact that usually you cand find SMILES representation of a molecule in any database of chemical information makes the thing simple. But also you can write it by yourself, if needed, which is definetely a huge advantage.\n", + "\n", + "Pros:\n", + "- Easy to find or to write by yourelf.\n", + "- Illustrates some main chemical concepts such as atomic map, bond structure, can represent stereochemical properties (isomerism).\n", + "- Can be further processed as a string data, if needed.\n", + "\n", + "Cons:\n", + "- Doesn't give information upon space structure of the molecule (2D, but mostly 3D).\n", + "- Different formulas may be written for the same molecule.\n", + "\n", + "**MDL Molfile**\n", + "\n", + "\n", + "It's a file format that keeps information about the atoms, bonds, connectivity and coordinates of a molecule.\n", + "\n", + "Typical MOL consists of some header information, the Connection Table containing atom info, then bond connections and types, followed by sections for more complex information. MOL representations can either hold information about 2D or 3D structure of the molecule. This format is so widely spread that most cheminformatics software systems are able to read it.\n", + "\n", + "An example of how it looks like:\n", + "\n", + "\n", + "\n", + "Pros:\n", + "- Acceptable by most chemoinformatics software.\n", + "- Represents space structure (2D or 3D)\n", + "- Invariant for particular molecule.\n", + "\n", + "Cons:\n", + "- Huge size.\n", + "- Can't be perfomed by yourself.\n", + "\n", + "**Coloumb matrices and other quantum descriptors**\n", + "\n", + "\n", + "The Coulomb matrix as well as some custom quntum approaches comes from idea that molecular properties can be calculated from the Schrödinger equation, which takes the Hamiltonian operator as its input. The Hamiltonian operator for an isolated molecule can be specified by the atom coordinates and nuclear charges. \n", + "In fact, there're many custom ways to represent a molecule with the help of quantum chemistry. The only limitation is the presense of such data.\n", + "\n", + "Pros:\n", + "- Mathemathicaly and chemically strict representations.\n", + "\n", + "Cons:\n", + "- Hard to compute.\n", + "- Seeks relative data.\n", + "\n", + "**Custom set of descriptors**\n", + "\n", + "One can actually represent the inforation by creating suitable descriptors that are belivied to be helpful - bond count, atom count, presence of particular groups of atoms an etc.\n", + "Such descriptors may be exctracted from SMILES strings, MOL representations or performed manually.\n", + "\n", + "Pros:\n", + "- Extracting suitable information based on chemical logic.\n", + "\n", + "Cons:\n", + "- Hard to produce manually.\n", + "- Needs some other representation for computer processing.\n", + "- May not represent a molecule correctly." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# RDkit for working with SMILES and MOL representations\n", + "\n", + "RDKit is a collection of cheminformatics and machine learning tools written in C++ and Python.\n", + "Which is more important, it allows to work with many representations of chemical data and has a power to extract almost each chemical descriptor from the data you have. Check the docs for deeper understanding.\n", + "\n", + "In this tutorial we'll try to implement ML to a propety prediction task. RDkit is the one to help at the first step." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "_kg_hide-input": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting package metadata (current_repodata.json): done\n", + "Solving environment: done\n", + "\n", + "## Package Plan ##\n", + "\n", + " environment location: /Users/tom/miniconda3\n", + "\n", + " added / updated specs:\n", + " - rdkit\n", + "\n", + "\n", + "The following packages will be downloaded:\n", + "\n", + " package | build\n", + " ---------------------------|-----------------\n", + " openssl-1.1.1j | h9ed2024_0 2.2 MB\n", + " ------------------------------------------------------------\n", + " Total: 2.2 MB\n", + "\n", + "The following packages will be UPDATED:\n", + "\n", + " ca-certificates conda-forge::ca-certificates-2020.12.~ --> pkgs/main::ca-certificates-2021.1.19-hecd8cb5_1\n", + "\n", + "The following packages will be SUPERSEDED by a higher-priority channel:\n", + "\n", + " openssl conda-forge::openssl-1.1.1j-hbcf498f_0 --> pkgs/main::openssl-1.1.1j-h9ed2024_0\n", + "\n", + "\n", + "\n", + "Downloading and Extracting Packages\n", + "openssl-1.1.1j | 2.2 MB | 2 | 1% ^C\n", + "openssl-1.1.1j | 2.2 MB | ##8 | 8% \n", + "\n", + "CondaSignalInterrupt: Signal interrupt SIGINT\n", + "\n", + "Collecting pandas==0.23.0\n", + " Downloading pandas-0.23.0.tar.gz (13.1 MB)\n", + "\u001b[K |████████████████████████████████| 13.1 MB 1.1 MB/s eta 0:00:01\n", + "^C\n", + "\u001b[31mERROR: Operation cancelled by user\u001b[0m\n", + "\u001b[?25h" + ] + } + ], + "source": [ + "#Here we install the package. For me it's been a nightmare to install rdkit into Kaggle's environment. \n", + "#But wonderful Kaggle's technical support helped me to find the way.\n", + "\n", + "#!conda install -y -c rdkit rdkit;\n", + "#!pip install pandas==0.23.0" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll work with the data on lipophilicity of small organic molecules. \n", + "\n", + "**Lipophilicity** is a physical property of a substance that refers to an ability of a chemical compound to dissolve in lipids, oils and generally in non-polar solvents. That's a fundamental property that plays great part in biochemical and technological behaviour of a substance. It's usually evaluated by a distribution coefficent P - the ratio of concentrations of a particular compound in a mixture of two immiscible phases at equilibrium (in our case water and octanol). The greater P values refer to greater lipophilicity. Usually lipophilicity is presented as log10P like in our dataset. \n", + "\n", + "A thing important to mention is that it takes much time to perform an experiment to measure the corresponding P value, because it must be an exact and reproducible procedure repeated at least 3-5 times and each time you have to wait till the system's equilibrium is reached.\n", + "\n", + "*Chemical insights: from theory P value must turn great when a molecule is large and doesn't have many polar atoms or atomic groups (such containing O, N, P, S, Br, Cl, F an etc.) in it.*" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
smileslogP
0C[C@H]([C@@H](C)Cl)Cl2.3
1C(C=CBr)N0.3
2CCC(CO)Br1.3
3[13CH3][13CH2][13CH2][13CH2][13CH2][13CH2]O2.0
4CCCOCCP0.6
\n", + "
" + ], + "text/plain": [ + " smiles logP\n", + "0 C[C@H]([C@@H](C)Cl)Cl 2.3\n", + "1 C(C=CBr)N 0.3\n", + "2 CCC(CO)Br 1.3\n", + "3 [13CH3][13CH2][13CH2][13CH2][13CH2][13CH2]O 2.0\n", + "4 CCCOCCP 0.6" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Let's load the data and look at them\n", + "df= pd.read_csv('./logP_dataset.csv', names=['smiles', 'logP'])\n", + "df.head()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As you see the only information we have here is SMILES representation of molecular formulas. But RDkit is able to work with MOL\n", + "representations. And it's actually nice to know RDkit still provides an opportunity to transform SMILES to MOL. Let's check what we can do. " + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "#Importing Chem module\n", + "from rdkit import Chem \n", + "\n", + "#Method transforms smiles strings to mol rdkit object\n", + "df['mol'] = df['smiles'].apply(lambda x: Chem.MolFromSmiles(x)) \n", + "\n", + "#Now let's see what we've got\n", + "print(type(df['mol'][0]))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Notice that MOLs are represented as special rdkit.Chem items of a corresponding C++ class.\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Visualization of molecules**\n", + "\n", + "RDkit provides visualization of MOLs with ***rdkit.Chem.Draw*** module. To visualize a set of molecules you should pass a set of corresponging MOLs:" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from rdkit.Chem import Draw\n", + "mols = df['mol'][:20]\n", + "\n", + "#MolsToGridImage allows to paint a number of molecules at a time\n", + "Draw.MolsToGridImage(mols, molsPerRow=5, useSVG=True, legends=list(df['smiles'][:20].values))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Numbers of atoms**\n", + "\n", + "Since size of a molecule can be approximated by a number of atoms in it, let's extract corresponding values from MOL.\n", + "RDkit provides ***GetNumAtoms()*** and ***GetNumHeavyAtoms()*** methods for that task." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "# AddHs function adds H atoms to a MOL (as Hs in SMILES are usualy ignored)\n", + "# GetNumAtoms() method returns a general nubmer of all atoms in a molecule\n", + "# GetNumHeavyAtoms() method returns a nubmer of all atoms in a molecule with molecular weight > 1\n", + "\n", + "\n", + "df['mol'] = df['mol'].apply(lambda x: Chem.AddHs(x))\n", + "df['num_of_atoms'] = df['mol'].apply(lambda x: x.GetNumAtoms())\n", + "df['num_of_heavy_atoms'] = df['mol'].apply(lambda x: x.GetNumHeavyAtoms())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's take look at how number of atoms is connected with target variable:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import seaborn as sns\n", + "sns.jointplot(df.num_of_atoms, df.logP)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "No clear dependence is observed so we need some more features to be exctracted.\n", + "The next obvious step is to count numbers of the most common atoms.\n", + "RDkit supports subpattern search represented by ***GetSubstructMatches()*** method. It takes a MOL of a substructure pattern as an argument. So you can futher extract occurance of each pattern you'd like." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "((0,), (1,), (2,), (3,))\n" + ] + } + ], + "source": [ + "# First we need to settle the pattern.\n", + "c_patt = Chem.MolFromSmiles('C')\n", + "\n", + "# Now let's implement GetSubstructMatches() method\n", + "print(df['mol'][0].GetSubstructMatches(c_patt))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The method returns a tuple of tuples of positions of corresponding patterns. To extract the number of matches we need to take the length of a corresponding tuple of tuples." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "#We're going to settle the function that searches patterns and use it for a list of most common atoms only\n", + "def number_of_atoms(atom_list, df):\n", + " for i in atom_list:\n", + " df['num_of_{}_atoms'.format(i)] = df['mol'].apply(lambda x: len(x.GetSubstructMatches(Chem.MolFromSmiles(i))))\n", + "\n", + "number_of_atoms(['C','O', 'N', 'Cl'], df)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "sns.pairplot(df[['num_of_atoms','num_of_C_atoms','num_of_N_atoms', 'num_of_O_atoms', 'logP']], diag_kind='kde', kind='reg', markers='+')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Looking at the bottom plots we notice some linear dependence of logP on numbers of particular atoms. We also see normal distribution of the target variable which values lie approximately from -5 to 5. Let's build our first model.\n", + "We'll count on ridge regression." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Index(['num_of_atoms', 'num_of_heavy_atoms', 'num_of_C_atoms',\n", + " 'num_of_O_atoms', 'num_of_N_atoms', 'num_of_Cl_atoms'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.linear_model import RidgeCV\n", + "from sklearn.model_selection import train_test_split\n", + "\n", + "#Leave only features columns\n", + "train_df = df.drop(columns=['smiles', 'mol', 'logP'])\n", + "y = df['logP'].values\n", + "\n", + "print(train_df.columns)\n", + "\n", + "#Perform a train-test split. We'll use 10% of the data to evaluate the model while training on 90%\n", + "\n", + "X_train, X_test, y_train, y_test = train_test_split(train_df, y, test_size=.1, random_state=1)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Train the model and evaluate results. As an evaluation metric we can choose MAE or MSE. Evaluation function plots a number of first predictions (by default - 300)." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.metrics import mean_absolute_error, mean_squared_error\n", + "def evaluation(model, X_test, y_test):\n", + " prediction = model.predict(X_test)\n", + " mae = mean_absolute_error(y_test, prediction)\n", + " mse = mean_squared_error(y_test, prediction)\n", + " \n", + " plt.figure(figsize=(15, 10))\n", + " plt.plot(prediction[:300], \"red\", label=\"prediction\", linewidth=1.0)\n", + " plt.plot(y_test[:300], 'green', label=\"actual\", linewidth=1.0)\n", + " plt.legend()\n", + " plt.ylabel('logP')\n", + " plt.title(\"MAE {}, MSE {}\".format(round(mae, 4), round(mse, 4)))\n", + " plt.show()\n", + " \n", + " print('MAE score:', round(mae, 4))\n", + " print('MSE score:', round(mse,4))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MAE score: 0.5694\n", + "MSE score: 0.5317\n" + ] + } + ], + "source": [ + "#Train the model\n", + "ridge = RidgeCV(cv=5)\n", + "ridge.fit(X_train, y_train)\n", + "#Evaluate results\n", + "evaluation(ridge, X_test, y_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Offtop: particular atoms, bonds and rings**" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note that you can also extract some ring information or iterate through each molecule's atoms and bonds with RDkit. Methods ***GetRingInfo()***, ***GetAtoms()*** and ***GetBonds()*** yield corresponding generators over rings and atoms in molecule. \n", + "\n", + "Some toy examples:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of rings with 1 backbone: 1\n", + "Number of rings with 2 backbones: 2\n" + ] + } + ], + "source": [ + "atp = Chem.MolFromSmiles('C1=NC2=C(C(=N1)N)N=CN2[C@H]3[C@@H]([C@@H]([C@H](O3)COP(=O)(O)OP(=O)(O)OP(=O)(O)O)O)O')\n", + "\n", + "# Getting number of rings with specified number of backbones\n", + "print('Number of rings with 1 backbone:', atp.GetRingInfo().NumAtomRings(1))\n", + "print('Number of rings with 2 backbones:', atp.GetRingInfo().NumAtomRings(2))" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Atom: C Valence: 3\n", + "Atom: O Valence: 2\n", + "Atom: C Valence: 4\n", + "Atom: N Valence: 2\n", + "Atom: C Valence: 2\n", + "Atom: Cl Valence: 1\n" + ] + } + ], + "source": [ + "m = Chem.MolFromSmiles('C(=O)C(=N)CCl')\n", + "#Iterating through atoms to get atom symbols and explicit valencies \n", + "for atom in m.GetAtoms():\n", + " print('Atom:', atom.GetSymbol(), 'Valence:', atom.GetExplicitValence())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Descriptors**\n", + "\n", + "***rdkit.Chem.Descriptors*** provides a number of general molecular descriptors that can also be used to featurize a molecule. Most of the descriptors are straightforward to use from Python.\n", + "\n", + "Using this package we can add some useful features to our model:\n", + "- rdkit.Chem.Descriptors.TPSA() - the surface sum over all polar atoms or molecules also including their attached hydrogen atoms;\n", + "- rdkit.Chem.Descriptors.ExactMolWt() - exact molecural weight;\n", + "- rdkit.Chem.Descriptors.NumValenceElectrons() - number of valence electrons (may illustrate general electronic density)\n", + "- rdkit.Chem.Descriptors.NumHeteroatoms() - general number of non-carbon atoms." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "from rdkit.Chem import Descriptors\n", + "df['tpsa'] = df['mol'].apply(lambda x: Descriptors.TPSA(x))\n", + "df['mol_w'] = df['mol'].apply(lambda x: Descriptors.ExactMolWt(x))\n", + "df['num_valence_electrons'] = df['mol'].apply(lambda x: Descriptors.NumValenceElectrons(x))\n", + "df['num_heteroatoms'] = df['mol'].apply(lambda x: Descriptors.NumHeteroatoms(x))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's check the improvement of the model perfomance with new features." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Index(['num_of_atoms', 'num_of_heavy_atoms', 'num_of_C_atoms',\n", + " 'num_of_O_atoms', 'num_of_N_atoms', 'num_of_Cl_atoms', 'tpsa', 'mol_w',\n", + " 'num_valence_electrons', 'num_heteroatoms'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "train_df = df.drop(columns=['smiles', 'mol', 'logP'])\n", + "y = df['logP'].values\n", + "\n", + "print(train_df.columns)\n", + "\n", + "#Perform a train-test split. We'll use 10% of the data to evaluate the model while training on 90%\n", + "\n", + "X_train, X_test, y_train, y_test = train_test_split(train_df, y, test_size=.1, random_state=1)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA3cAAAJOCAYAAAAUMf7HAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAgAElEQVR4nOzde7gkZX0v+u9bt+5elxkug4CiDIkochtENLhhq0cSoxs1iTEHTXRjTMhJ3GhynhOJx/24E43Pjubk5GJiLkQ9eEF31EjwErxFBpwARhAElEsgDDMDMzD3mTXdXfXezh9V1au7V3ev7tXVXdW1vp/nmQdW91rdtXp1V9WvfpdXWGtBREREREREs83JewOIiIiIiIhofAzuiIiIiIiISoDBHRERERERUQkwuCMiIiIiIioBBndEREREREQlwOCOiIiIiIioBBjcERERERERlQCDOyIighBiuxAiEkJs6rr9HiGEFUJs7rr9D5LbX9J1+9uEEFoIsdT175l9nnezEOJmIURdCPGgEOKnh9jWIPneXT3u+20hxGNCiGNCiAeEEM9Lbr9cCLFNCHFICLFHCPH3QojFHj9/ghBirxBi22rb0eO1eFfX7b+T3P4Hbbe9N9m+JSHELiHEP7Tdt1UI0ex63b4y4Hl/WQjxePK7/pMQ4oQB33tz8nsdEUL8UAjxc233vUIIYbqe98q2+/93IcRtyd9oa4/Hfp0Q4v7k524TQpw9zOtGRETZY3BHRESpxwC8Of1CCHEegFr3NwkhBIC3AjgA4Mru+wHcbq1d6Pr3ZJ/n/ByAuwGcCOC/A/iiEOKkVbbz3QCe7rFdvw7g1wBcDmABwGsB7Evu3gjggwCeCeAFAE4D8P/0eOwPA3hglefv5WGsfC3+a3J7un1XIn7dftpauwDgIgD/0vUzV3e9bq/r9WRCiHMA/F3yeCcDqAP46wHb99sATrXWbgDwGwA+I4Q4te3+J7ue95Nt9x0A8OcAPtRjO84EcD2A3wRwHICvAPiyEMIbsC1ERDQhDO6IiCj1acQBSepKAJ/q8X3/GXGQ9NsA3iSECNbyZElW7UIAv2+tbVhr/xHAfQB+ccDPnAHgLQD+qOt2B8DvA/g/rbU/trFHrbUHAMBa+1lr7dettXVr7UEAfw/gkq7HeCmAcwH8f2v4db4PYC4JutLgq5bcnnoxgG9Yax9NtmmPtfbaNTwXAPwKgK9Ya2+11i4BeB+AN/TKRibPda+1VqVfAvABPHuYJ7LWftta+3kAvQL0nwXwXWvttuTxPwzgWQBePtqvQ0REWWBwR0REqTsAbBBCvEAI4QK4AsBnenzflYgzNGlJ4WvX+HznAPgPa+3Rttt+mNzez18CeC+ARtftpyX/zhVC7ExKH9+fBH29vAzAj9Ivkt/3owCuRhz8rEV7cNwrML4DwH8VQrxbCHFR8pxrdQ7i1woAkASMEYDn9fsBIcRXhRBNAN8DsBXAnW13P0MI8VTyuv2ZEGJ+yO0Qyb/ur88d8ueJiChDDO6IiKhdGqD8DIAHATzRfqcQYg7ALwH4rLVWAvgiVpYjXpz0tqX/Hu3zXAsADnfddhhAz+yTEOIXAHjW2ht63H1a8t9XATgPwP+GuMT013o8zs8k2/w/2m5+F4DvWWvv6rOtw/gMgDcLIXwAb0JXYGyt/QyAdyLOdt0C4GkhxHu6HuMjXa/dH/Z5rpFeu+T5X5vc/18QZxBNcteDAC4AcCqAVwJ4EYA/HfibLvsWgJcnfXsB4sA7ADA35M8TEVGGGNwREVG7TwP4ZQBvQ++SzF8AoAD8c/L19QBe09Und4e19ri2fz/Z57mWAGzoum0DgKPd35hkkv4YcXDUS5rJ+2Nr7SFr7XbEPWn/petxLgbwWQBvtNY+nNz2TMTB3X/v89hDsdbuAPAIgP8J4N+ttTt7fM/11tqfRtyf9psAPiCE+Nm2b3lX12v3vj5PN/Rr1/X80lp7E4CfFUK8PrltT1LKaqy1jwG4BsAbV/+NAWvtg4gD5b8CsBvAJgA/BrBi2A0REU0eG56JiKjFWvu4EOIxxEHRiqwX4hP5BQA74rkqEIj7t94M4CMjPt2PAPyEEGKxrTRzC+Lgq9uZADYD+G7yvAGAjUKIPQAuBvAQ4rLEviWVQogXAvgygLdba9sHmbwEcdbqx8lj1wDUksd+lrVWj/A7fQrAJwD86qBvSrKeXxBC/B7iEsZvjPAcQPzabUm/EEL8BIAK2ga4rMID0C/otugstRzIWvtFxBlcCCGOA/B2dPYaEhHRlDBzR0RE3X4NwCuttcfabxRCPAvAZYh77C5I/m1BPESj19TMgZLM2T0Afl8IUU3KLs8H8I89vv1+xANA0uf9dQBPJf+/01pbR9wDeI0QYlEIcRqAqwB8Ndn2cwF8HcA7rbXdywvchDhwTB/7fyCe4HlBGtiJeKmItw3xa/0D4tLQz3ffIeJlIi5Pts8RQrwGce/c94Z43G7XA3idEOI/J1nNDwD4Ulf/Yvq8ZwkhXiOEqAkhfCHEWxD3HN6S3P8KIcRzROzZiKdi3tj2864Qooo4IHSSv5Xfdv+Lku85CXG29CtJRo+IiKaMwR0REXVIpkze2eOutwK4x1r7zaSUb4+1dg/ijN35SQAFAC8VK9e5e3Gfp3sT4iUBDiIOKt5ord0LAEngspRsk+p6zgMATPJ1mlm7GnG54pMAbkecAfxEct//BeAkAB9v26YfJY8ddj32YQAy+X8kvWQnIh6Istpr10imS3YPfAGAI4h70nYAOIS4zPS3rLXta+r9Vdfr1rMH0Fr7I8RlndcjXhZiEcA70vuFEH8rhPjb9EsAf5B8317EU06vsNb+ILn/wuT1OgbgNsSBdPuafW9FXPb6N4gnpTYQTxtN/UXy+zyU/Peq3q8OERFNmrB2rUPBiIiIyk8IcSmA/2atffOq30xERJQjBndEREREREQlwLJMIiIiIiKiEmBwR0REREREVAIM7oiIiIiIiEpgpta527Rpk928eXPem0FERERERJSLu+66a5+19qRe981UcLd582bceWev6dxERERERETlJ4R4vN99LMskIiIiIiIqAQZ3REREREREJcDgjoiIiIiIqARmqueOiIiIiIiKR0qJXbt2odls5r0ppVGtVnHaaafB9/2hf4bBHRERERERjWXXrl1YXFzE5s2bIYTIe3NmnrUW+/fvx65du3DGGWcM/XMsyyQiIiIiorE0m02ceOKJDOwyIoTAiSeeOHImlMEdERERERGNjYFdttbyejK4IyIiIiIiKgEGd0RERERERG22bt2K1772tQCAL3/5y/jQhz7U93sPHTqEv/7rv259/eSTT+KNb3zjxLexFwZ3RERERES0LmitR/6Z17/+9XjPe97T9/7u4O6Zz3wmvvjFL65p+8bF4I6IiIiIiGbe9u3bcdZZZ+HKK6/E+eefjze+8Y2o1+vYvHkzPvCBD+DSSy/FF77wBXzzm9/ES1/6Ulx44YX4pV/6JSwtLQEAvv71r+Oss87CpZdeii996Uutx73uuutw9dVXAwCeeuop/MIv/AK2bNmCLVu24LbbbsN73vMePProo7jgggvw7ne/G9u3b8e5554LIB4086u/+qs477zz8MIXvhA333xz6zHf8IY34NWvfjXOPPNMXHPNNZm8BlwKgYiIiIiISuGhhx7Cxz/+cVxyySV4+9vf3sqoVatVbNu2Dfv27cMb3vAGfPvb38b8/Dw+/OEP40//9E9xzTXX4KqrrsJ3vvMdPPe5z8UVV1zR8/Hf9a534eUvfzluuOEGaK2xtLSED33oQ7j//vtxzz33AIiDzNRHP/pRAMB9992HBx98EK961avw8MMPAwDuuece3H333ahUKnj+85+Pd77znXj2s5891u/PzB0REREREWVLiOz/DeHZz342LrnkEgDAW97yFmzbtg0AWsHaHXfcgR//+Me45JJLcMEFF+CTn/wkHn/8cTz44IM444wzcOaZZ0IIgbe85S09H/873/kOfuu3fgsA4LouNm7cOHB7tm3bhre+9a0AgLPOOgunn356K7i77LLLsHHjRlSrVZx99tl4/PHHh/odB2HmjoiIiIiIsmVtLk/bvXxA+vX8/DyAeHHwn/mZn8HnPve5ju+75557JrKUgx3wOlQqldb/u64LpdTYz8fMHRERERERlcKOHTtw++23AwA+97nP4dJLL+24/+KLL8a//uu/4pFHHgEA1Ot1PPzwwzjrrLPw2GOP4dFHH239bC+XXXYZ/uZv/gZAPJzlyJEjWFxcxNGjR3t+/8te9jJcf/31AICHH34YO3bswPOf//zxf9E+GNwREREREVEpvOAFL8AnP/lJnH/++Thw4ECrhDJ10kkn4brrrsOb3/xmnH/++bj44ovx4IMPolqt4tprr8Xll1+OSy+9FKeffnrPx/+Lv/gL3HzzzTjvvPPwohe9CD/60Y9w4okn4pJLLsG5556Ld7/73R3f/453vANaa5x33nm44oorcN1113Vk7LImBqUKi+aiiy6yd955Z96bQUREREREbR544AG84AUvyHUbtm/fjte+9rW4//77c92OLPV6XYUQd1lrL+r1/czcERERERERlQCDOyIiIiIimnmbN28uVdZuLRjcERERERERlQCDOyIiIiIiohJgcEdERERERFQCDO5ooNt33o67nrwr780gIiIiIqJVMLijgW586Ebc9MhNeW8GEREREVEmtm7dittuu22sx1hYWMhoa7LF4I4G0kbDWJP3ZhARERERZSKL4K6oGNzRQNoyuCMiIiKi4vv5n/95vOhFL8I555yDa6+9FgDw9a9/HRdeeCG2bNmCyy67DNu3b8ff/u3f4s/+7M9wwQUX4Lvf/S7e9ra34Ytf/GLrcdKs3NLSEi677DJceOGFOO+883DjjTfm8nuNwst7A6jYlFEM7oiIiIio8D7xiU/ghBNOQKPRwItf/GL83M/9HK666irceuutOOOMM3DgwAGccMIJ+M3f/E0sLCzgd3/3dwEAH//4x3s+XrVaxQ033IANGzZg3759uPjii/H6178eQohp/lojYXBHA7Esk4iIiIhGJd6ffQBkf98OvP8jH/kIbrjhBgDAzp07ce211+JlL3sZzjjjDADACSecMNrzWYv3vve9uPXWW+E4Dp544gk89dRTOOWUU9b2C0wBgzsaiGWZRERERDSq1QKxrG3duhXf/va3cfvtt2Nubg6veMUrsGXLFjz00EOr/qzneTAmPt+11iKKIgDA9ddfj7179+Kuu+6C7/vYvHkzms3mRH+PcbHnjgZiWSYRERERFd3hw4dx/PHHY25uDg8++CDuuOMOhGGIW265BY899hgA4MCBAwCAxcVFHD16tPWzmzdvxl13xUt/3XjjjZBSth7zGc94Bnzfx80334zHH398yr/V6Bjc0UDM3BERERFR0b361a+GUgrnn38+3ve+9+Hiiy/GSSedhGuvvRZveMMbsGXLFlxxxRUAgNe97nW44YYbWgNVrrrqKtxyyy14yUtegu9973uYn58HAPzKr/wK7rzzTlx00UW4/vrrcdZZZ+X5Kw6FZZk0EHvuiIiIiKjoKpUKbrqp99rMr3nNazq+ft7znod7772347Y77rij9f9/9Ed/BADYtGkTbr/99p6PubS0NM7mTgwzdzQQM3dERERERLOBwR0NxJ47IiIiIqLZwOCOBmJZJhERERENw9rpTsgsu7W8ngzuaCCWZa60bcc2SC3z3gwiIiKiwqhWq9i/fz8DvIxYa7F//35Uq9WRfo4DVWgglmWudPU/X42Pv/7jeNEzX5T3phAREREVwmmnnYZdu3Zh7969eW9KaVSrVZx22mkj/QyDOxqIZZkraasR6SjvzSAiIiIqDN/3ccYZZ+S9GeseyzJpIJZlrmSsgTQsyyQiIiKiYmFwRwOxLHMlbZi5IyIiIqLiYXBHA7EscyVjDQeqEBEREVHhMLijgViWuZKxhpk7IiIiIiocBnc0EDN3K2mr2XNHRERERIXD4I4GYs/dSszcEREREVERMbijgViWuZI2mj13RERERFQ4DO5oIJZlrsTMHREREREVEYM7GohlmStxnTsiIiIiKiIGdzQQyzJX0pbr3BERERFR8TC4o4FYlrkS17kjIiIioiJicEcDMXO3EnvuiIiIiKiIGNzRQOy5W0kbrnNHRERERMXD4I4GYlnmSszcEREREVERMbijgViWuRJ77oiIiIioiHIP7oQQrhDibiHEV/PeFlqJZZkrcVomERERERVR7sEdgN8G8EDeG0G9sSxzJa5zR0RERERFlGtwJ4Q4DcDlAD6W53ZQfyzLXIk9d0RERERURHln7v4cwDUA+kYPQojfEELcKYS4c+/evdPbMgLAssxu1lpm7oiIiIiokHIL7oQQrwXwtLX2rkHfZ6291lp7kbX2opNOOmlKW0cplmV2srAAwMwdERERERVOnpm7SwC8XgixHcD/AvBKIcRnctwe6oFlmZ3S14LTMomIiIioaHIL7qy1/7e19jRr7WYAbwLwHWvtW/LaHuqNmbtO2mgAzNwRERERUfHk3XNHBWasgYVlcNemlbljzx0RERERFYyX9wYAgLV2K4CtOW8GdUmzVAzulmk7ncydtRYWFo7g9RciIhqPsQYCAkKIvDeFiCaMZ47UVxrIMLhbNq2euxsfuhHv+No7JvocRES0Pvzi538Rt++6Pe/NIKIpYHBHfSmjADC4a5e+FpPO3B1oHMCh5qGJPgcREa0P++r7cLBxMO/NIKIpYHBHfbEsc6X0NZl0z53UshVcExERjaOpmjymEK0TDO6or7QsM/0vTS9zp4zigZiIiDIRqpCDwIjWCQZ31BfLMleaVs+dNMzcERFRNpi5I1o/GNxRXyzLXGla0zJZlklERFkJdTjxi5JEVAwM7qgvTstcaVrr3DFzR0REWWHmrryUUbjxwRvz3gwqEAZ31BczdysZa+A7PnvuiIhoZjRVkz13JbXz8E5cfdPVeW8GFQiDO+qLPXcraaNR9aqT77ljWSYREWUkVCGPKSWljGpdjCcCGNzRANpqCAgGd22MNah61cn33LEsk4iIMmCtZc9diWmreb5AHRjcUV/aaPiuz+CuTRrcTbq8RRnFJSiIiGhsoQ4BgAFASWmjeb5AHRjcUV/KKPgOg7t22mpUvAoiHcFaO7HnYVkmERFlIVRxcMeeu3Jijz51Y3BHfWnLzF03Yw08x4Mr3IleKWNZJhERZaGpmgCYuSsrbTV77qgDgzvqSxuNwA0Y3LXRRsMRDgI3mGjfHa/EERFRFtKyTPbclZM27LmjTgzuqC9tNcsyuxhr4AoXvutP9EDJzB0REWWBmbtyY48+dWNwR30po1iW2cVYM5XMHXvuiIgoC2lwx567cuK0TOrG4I76YlnmStrGZZm+40/0QMnMHRERZSEdqMJjSjml/XY8V6MUgzvqS1sGd92MNXAdlz13REQ0E1qZO/bclVJakslzBkoxuKO+uBTCSmlZ5sR77liWSUREGeA6d+WW/l05MZNSDO6oL5ZlrqSNhismn7ljWSYREWWBPXfllgZ1PGegFIM76ovr3K3UytxNuOeOZZlERJQFTssst7QskxMzKcXgjvpiWeZKnJZJRESzhANVyi39u/LvSykGd9SXNszcddNWw3W4zh0REc2Gpmpizp9jWWZJpWWZ7LmjFIM76ovTMleadubOWjux5yAiovJrqiYWggVeMCwpTsukbgzuqC9tNMsyu0yz5y59PiIiorUKdYiFYIFLIZQUyzKpG4M76ksZxbLMLtOclglwZ01ERONh5q7cWmWZHKhCCQZ31Je2zNx1m+Y6dwCDOyIiGk+okswde+5KiWWZ1I3BHfWljYbneBAQ7P1KtPfcTaMskztrIiIaBzN35caBKtSNwR31pYyCK1w4wmH2LtGalun4LMskIqLCS4M79tyVEy8GUzcGd9SXtnHmjsHdso7MHcsyiYio4EIdYjFY5PGkpLiIOXVjcEd9aRNnqRjcLdNGt6ZlTjJzp4yC53g8GBMR0VhamTv23JVSWo7J8wVKMbijvrTVLMvsYqxpTcuc5IFSGomqV+XOmoiIxpIuhcDjSTmlf1f23FGKwR31pYxi5q5L+7TMSS9iXvNqPBgTlcRStJT3Jkzdevydi4g9d+XGaZnUjcEd9ZVOy2Rwt6x9oMpEe+6MRM1ncEdUBkvREp7/V8/PezOm7vQ/Px2hCvPejHWP0zLLjevcUTcGd9SXthruQw/DUZrBXaJ9oMqke+5YlklUDnVZx6Hmobw3Y6qUUTjQOICGauS9Kese17krN2buqBuDO+pLGQX3qb1wjGVwl+hYxHxCB0pjDYw1CNyAV+KISiDS0brrh0kzdg3J4C5vzNyVG3vuqBuDO+pLGw1PWzgWDO4S2ujWQJVJZe6klvAdH77j82BMVAKRjtbdhZqmagIAM3cFwJ67cuO0TOrG4I760lbDNRYOBIO7RCtzN8GeO2UUfNfnUghEJbEuM3eambui4Dp35cZ17qgbgzvqSxkFl5m7DtPouZNGwnM8BndEJRHpCBYW1tq8N2VqmLkrDq5zV27peQLPFyjF4I760kbDM2Dmrk269t8ke+7SskwGd7Phh3t+iO8/8f28N4MKLO0/W0/70VZwx8xd7tKBKjyelBPLMqmbl/cGUHFpq+Fqw8xdm2ll7liWOTtufOhGNGQDL37Wi/PeFCqodF+hrYYLN+etmY7WQBVm7nLHnrtya5VlrrPSb+qPmTvqSxsdl2Uyc9fS0XM3ocydMoplmTNEasleBxqoFdyto5MvZu6Kg9Myy41lmdSNwR31FffcMXPXTpt4EfNpTMtkcDcbIh3x80EDtWfu1ovWQBVm7nIX6hBz/hyA9XWBYb3gIubUjcEd9aUtl0Lo1rHO3YRKXFiWOVukkTxhooGYuaO8aKPj/nnHg+9yeZ0y4iLm1I3BHfXVKstkcNeirZ54z50yipm7GcLMHa0mzWKtp/cJp2UWQ6hDVL0qhBDwHI8TM0uolblbRxePaDAOVKG+lFFwFcsy2xlr4mmZE+y5k5pLIcwSqSXWyYwMWqN1WZapuM5dETRVE1WvCgDwHWbuykhZxb8tdWDmjvqKyzIZ3LXjtEzqFhlm7miwPMsy//J7f4mP/eBjU3/esmbu/vyOP8d191yX92YMramaqHgVAIgzd5yYWTraaFS8yrq6eESDMXNHfWmrmbnroo2efM8dB6rMFKklAifIezPK45FH4v8+97n5bkeG8szcPXboMRxXPW7qz1vWnrudh3diKVrKezOGFqpwOXPHnrtS0laj4lb4t6UWZu6oL07LXMlYM/FpmVwKYbZEOuIV0yx96lPxvxLJM3PXkI1c9t8TmZZ5+DAQhtk93hpoqye275+Epmqi4rZl7thzVzrKqDhzx547SjC4o7600fAkg7t201jnjmWZs0Uayc9HlqQEdLlOUtL+szwuAjRUPsFdUzUx589lm7l797uBz38+u8dbA21mL7hjz125acPMHXVicEd9aauTzJ3lyWtCWw335lsQHD7Kde4IADN3mYsiwJRrf5PuK/LYjzZUI5cr+qEKcXz1+Gwzd/U60Mi3zFP/4E5E99yZ6zaMIp2WCbDnrqy0Zc8ddWLPHfWljYarNBzDzF3KWAPnxz+Gv2PXxA6Syihm7maI1MzcZUpKwC3X+NH1WJbZVE0cVz0u2+CuAFld3TiGyNhct2EU7QNV2HNXTszcUTdm7jJ0287b8t6ETHEphJWMNXC0RXAsnOi0TPbczY5IR+x1yFIBTuCzludAlTzLMo+vHZ9tWaZS8b8caaNnKvvVPlCFPXflxJ476sbgLkOv/OQrZ2qK1mq01fCUhmNYlpmKF3Y38JcaE13njmWZs4M9dxmTsrRlmespcxfqCZRlKpV74K+tQTRDAVL7QBX23JUTp2VSNwZ3GZJGthrny0AbDVdqZu7axJk7g2CpMdFpmSzLnB3sucsYM3eZaqhGLs/bKsvMMnNXgPeGthqRna3gjj135aaNRuAGPA5RC4O7jBhrYKxpjX8ug1ZZprHcaSTS4M5fqk9unTuWZc4U9txlrAAn8FlLjwvM3I2pCGWZ1iCaof1y+0AV9tyVU1qWyb8tpRjcZST9UM3SiOTVaKvhScWyzDbpBNHgaJ3TMgkAe+4yV+KyzLymZZam564AgX+cuZud/TLXuSs/lmVSt9yCOyFEVQjxb0KIHwohfiSEeH9e25KFNIsTHj2Y85ZkJy7L5FII7VqZuyNLk13njsHdzGDPXcaiKPcT+KzlWpZZpmmZRcjcwcxUcNc+UIU9d+WkjeZAFeqQZ+YuBPBKa+0WABcAeLUQ4uIct2csKgnuoijfNXiypK2GKxWXQmhjrIGjDLwjS1BGwdrsR2Iro+A5Hlzh8kA8A9hzl7ECZGeylutAlbzXuStd5s5AzlBwx5678lNGIXADni9QS27BnY2loyX95N/sLB7TRcomACAM6zlvSXaUUfAkp2W2S6dliiNH4Tt+K3v3h7f8IR7Y+0AmzyG15ECVGcKeu4yVuCyTmbsxZTwt85EDj+APtv7BSD+jrUaE2bn4wHXuyi8ty+RFRkrl2nMnhHCFEPcAeBrAt6y13+vxPb8hhLhTCHHn3r17p7+RQ1JhfAALo/IEd3FZJnvu2sWZOw0cOYLADVonbV/796/h0YOPZvIc7WWZLLMoPvbcZawA2Zms5TVQRRudW9lwqMPJ9NxlWJa5/dB23Lz95pF+RsPMVHDXPlCFPXflxEXMqVuuwZ21VltrLwBwGoCXCCHO7fE911prL7LWXnTSSSdNfyOHlAZ3UdTMeUuyE5dlMnPXTlsNRxvg8GH4rt8qcdlX35dZuQuXQpgt0kheMc1SCYO7vDJ3adYsr8zdhsoGKKOyC2ozztxpo0feNm0NIszOfpnr3JWftknPHY9DlCjEtExr7SEAWwG8OudNWTOZ9NqFWV6lzJnSCq62DO7aGGvgKrMic7evvi+zK6JScymEWRLpiJ+PLJU0uPMdf+rvkzRrltc6d1Wvippfy640M+OBKsaakfexceZudj7v7LkrP2UUM3fUIc9pmScJIY5L/r8G4KcBPLXsjYIAACAASURBVJjX9oyrlbmTJcrcGQXPgMFdG2MUHAvgyJFWz53UEofDw5kdNDktc7ZILVmWmaWS9tzV/NrU3yd5Zu7SKY01r5ZdaWbGgf+agjtrIWcouOuYlsmeu1LitEzq5uX43KcC+KQQwkUcZH7eWvvVHLdnLDIpxyxT5k4bDddx4WjN4C6htYKbBHeBexIiHWF/Yz8AZJq586tJcDdDU9nWI2MNtOXnI1MlXQqh5tWmX5Yp8y3LrLiV7DN3GQd3o/5NNAwiMTvvz6ZeHqjiCfbclZG2mtMyqUNuwZ219l4AL8zr+bOm0uCuREshKCPh+hU4tg7DK0IAAKM1HM8H6vU4c6cl9sskuMuw5249lWXuWdqDk+dPhhAi700ZWfo3Z69DdpZsCNgQC3lvSIbWY+auVZaZdeYuw7JMbfXayjLF7FzMYeau/NKyTB6HKFWInrsySHvuIlWmskwNz/XgQMBoHhAAwBgNx/WAhQUEwkOkI+yr7wOQYeZunZVl/uxnfhYP7MtmGYlpS3sumbnLzl+cuR9/tumRvDcjU6EKc83c5XHSF+oQFa/4mbvRgzuLSMzOqk3tA1XYc1dOaVnmejhfoOHkWZZZKiqKR12Hpeq503BdPw7uVJT35hSCNhKucIENG+DDgTRyObjLqudOS/g7dsJ7/G6o55R/Z30sOoYj4ZG8N2NN0oCevQ7ZOSYUhCjX+z7SETZWN05/oEpOmTtrLUIVxmWZBe+5G3laJgwiZ3Yu5rQGqnzrW/Dl6JlKKr7WOnc8DlGCmbuMLGfuwpy3JDvaariOB0cImAxLYWaZ0RqO4wAbNiCwzkQyd8oo+Lt2w3vgoXVxII50hLos8PqQUQR89KO972LmLnMKpnSvZ6vnbtplmTn13EkTT/x1HbeE0zIt5Axl7kIdotpUwC/+IrzdT7HnroSUUczcUQcGdxlRMsnclSi4U0YlZZkOjOIBAUjKMp0kc2cEpJ5A5s5IeM0IXqjWxc461GGxg7vdu4EPfrDnXey5y56Ehi5jcOfnUJapGhAQUw/ummp5iEeRM3farKXnziJyZie4a6omKv/0FeDoUfga6+KYst6ki5jzOEQpBncZaU3LLFFw1yrLFAzuUtoouI4XZ+6MaE3LrHm1bHvumhG8SK6LA3HhM3dKxSeVPTBzlz0JAz1Do+aHEekIc/5cLpm7+WB+6s/bvrZa0TN3a5mWqZ3ZKcUOZQPVz30B2LIFnrbsuSuhdBHz9XC+QMNhcJcRlQR1pSvL5ECVDh2ZO21bPXenLp6a2Y5Vagm/EcEL109wl9mV/UnQum9wx5677ClbvsxdqHMaqKIaWAgWpn7xIe23AzLM3BkT/8t7oEpSkjkr5Y3N/U+jes4W4MIL4avRf18qPm00gk9dz78ttTC4y4hMyzJ19sGdNhp/ctufZP64q1G2LXPHq30AAGNMK7gLNFo9d6cunJrtUgiNcF0Fd7OcufMdn5m7DElRrsxdGkDkschwQzYw78/nUpbZytx5GWXu0oxd3sEd4uAuzdoXmlJoHt6Hyv/x34BqFZ6yqwal//If/4LvP/H9KW0gZUFpicpN3+JFRmphcJeRtOduEjv8I+ERvP+W92f+uKvRVsNzfbjC4UCVRHtZpq9Mq+fu1MVTsy3LPNZcF8FdenI1q8Gd1BJVr8peh6xoDemgVMGd1MnSJsLLZVrmfDD94C7UYWdZZhaZu/QYlPE6dyNPyxQzFNxt24bQE6i+5D8BtdpQmbuvPvxV3Lz95iltIGVBW4NKPSz9+QINj8FdRmSyVMBEMndW55IZ0NbA9XwOVGnTXpYZSDuRzJ3UEn69Ca8RlX5nnb5mhQ/ulALsyiEKkY7i4I5XTLMhZRzc9XitZ1WkIwRuANdxc1nnbt6fn/rzrhiokkXmLr3AknfmLi3LnIVqlkYDTQ/x36JahSf1qtu9luUhKF/aalSWGrzISC0M7jKS9tyFE7iap83oVxfHZa1Neu58OI7DnruENhqOm/TcSQ1pJPY39uOUhVMyXQrBqzfhNcsf3KUXQwof3LX/t400EhWvwrLMrEgJVbLMXSu4E+70yzJz6rlbMVCloJm7tZVlxmYic6c1mo6J/xbV6lCZO201g4QZYqyBhYWvLNQsXHCgqWBwlxGpIjgGiCbQZJ1H5s5YAwEBxw/Yc9fGJGv/YcMGBJHGUrSEuqxj09ymTJdC8Jca6yK4S0+QCh3cpZmCHqWZrcwdT4ayISWkW77gruJV8svc5VGWqcLse+4mlLkbeVqmsKgoIJLNzLZjUqzWCIWJh9vUanHmbpVzlDwuJtPaaaPhCheeATQrrCjB4C4jSkWYl5MpyzR2+ov6aqvhCgfwvCS4K3eQMaz2gSp+pLBnaQ9OrJ2IwA2y67nTEv6xBrxm+WvoZyK4SzMFPYK7tOeOmbuMpGWZKE9ZZqjDXDN3eQ1UaU3LzDpzN4F17uwIZcBaWNQkEIUF3mclpArhQsB13DhzF62+rt9aAl7Kj7YaLhx4BszcUQuDu4xIFWE+AqIJnIxrM/0yCW3iHQZ8n8FdG20VXNcDNm5EECo8efRJbJrbBN/xMy3L9Jfq66LnrhXcqQKfKA0I7thzl7EoKm1ZpiOcXJZCmPenv85dx0CVrDN3GZdltv93GFoANQVE4bHMtmNSQh2hatz4i2oVXqRWz9ytYcgM5SfO3DlwTTzwjQhgcJcZpSMsREBoJtBzl5wQjHJ1cVzKKHjCTTJ3LqdlJuLMXTItsymxe2l3HNy5fqZlmd7ROjypoUoeVM985s4wc5eppCzTlChz1z5QJY8MWl49d62BKlktYj6hpRAAjBR0a2FRVYAMC7w2Z6KpmqjY5DSvVhsqc8eeu9mSnqvNUubuJX//Ejx59Mm8N6PUGNxlRKZlmXYCPXfJVbRpHqDTVD/LMjsZa1oDVYKmxO6ju3Hi3ImZZu6kiuBLA8+vzMzOeq1CNQMDVdhzNz0lLMvMdaBKTj13K9a5K2hZZvq6jFIhoQVQ0w6iaAaCOx2iatszd5LTMksmPVdzLWbm77ZnaQ+OhEfy3oxSY3CXEWXU5MoykxPHTE8gP/Yx4NFH+z+n0XAh4rJMx4Fhuh9A8rqkmbtGFGfuapvg/+AeyEY2ZTpShfBr8/CCKtQEBvQUSZq5y+Tkb1LYczc9UkJ6opRlmbkMVMmp5y5UIapu27TMgpZlpn+PkYM748xEz12oml3BnVo9c5dDGwitXXqu5pnR3sd5inQ0M4HorGJwl5GZy9zdcANw331971ZGtQ1UYVlmKs7cJdMyGyGeWnoqLsu87lOQB/Zl8hxKS3hzC/CCyrooy3SFW+zMHXvupkdKKFeUKnMXqhAVt5Jr5i73de6yyty57mTKMkf4u2gHqBl3NjJ3JkIlDe5qNfghe+7Kpr0sc1aCcmnkzASis4rBXUaUkXHmzk4uc5dpcGdMz5PV9uf00oEqjgPDnT2AJLjzfGBxEX4jgoXFpurx8Hbsgsxo3SOpIvi1BbhBtfQ7wEhHOK563MwGd+y5y1grc1ee4K4IA1VyX+cuq8xdpTKRgSpD72eNiTN31p2JpRBCFaKKtszdEMvrcFrmbInLMgVcA6gZOU+TmsHdpDG4y4jUEvPamZ3MnbWDgzvT1nPnuOy5S8QLu3uA6yJwfADApqM6viKa5Tp3cwvwKrXS7wAjHeH42vEzG9xFOkLVZc9dZqSEdAW0KF9w5zrrp+duxbTMrDJ31Wq+A1WUasvcFXiflWiaEFXrxV9Uq/DD1XvuuM7dbEnP1WYtczcr2zqrGNxlRBmFeeMh6nrD3vTvN429o2z13GW5wx0ic+dawaUQurTKMgH4QXzycuKeI/A1IDOalKqMgj+/CC8of9AwE5m7AQNVpJao+TVm7rISRaUry2wfqDLt90lh1rnLKnOXcXCXHlOHvoimNbQDVK0LKbNf0zZrTR2iguWyTC9cPWMys9Myd+7MNKs7K5RRcebOAmpG/m7M3E0eg7uMSKMwDx8hOt+wV33lKmw/tH2sx55I5m6V4E4ZFZdlppk7fhABdAZ3QVADAGx6/Gn4BpAZBcDSKHjzG+LM3YzsrNcq1GHxgzv23E1PshRCaTN30y7LTHvupr3OnZpg5i7Hskwj4wt4VcxGWaY0Cn56mletwm9Eq/bczey0zLe9Ddi2Le+tmLq0hcYzs7E+aFr2y+BushjcZUQZ2TO4q9cPQ415EMil565jWqYLk+HV0lmmrYHrxuWYfmUOALDp4Sfgn/zM7JZCsAr+woZkWma5d4CRjrCxshF1WZ/qOo4jGaLnbiavdBdRSZdCqHgjDFS58cbMApiGapRnnbsJZO5GHaiioxCuAQJ4iKLiB3dGJ4PRgKF77mZ2WmajAYTFz6ZmTZu4yso1gJqBCpK0LHgmLyDMEAZ3GZFGYV5UEKHzDVsPl6B27Rjrsdey0OqqrB14AtEqy0ynZbIsE0BX5i4N7u7/D/hnnwuZ0TAdaTX8hQ1wqzVomOIGPRmIdISaX0PgBgh1QQ/Mq2Tu0vKzMv+dpiYN7kqUuQt1iMAZIXN39dXA44+P/bzW2jhzl0dZpp7QOnc5Z+60iuBaIBAuIjUDwZ01cNC2iHkjWr3nblbLMqVcl2WZ6UAVxwJG2MIfh9KL4GW/cJ03BncZUVZhQVQQtgV32miEHsauzc+tLDMN7jgts8WgreeuOg8fLhYf3g7/rLMzCe6stdAw8DYcB1GtwcX0J+xNU6QjBE6AOX+uuKWZq/Tc+a6fyyTEUpISyrGlCu46pmUOsx9VauC+eZTn9RwPvuvns85d27TMpmqOf9I5gYEqo65zp2UE1wC+8BCpgl2MMmZF5kobDac9c9doDjctcxaP91G0LoO79FxNeB5cKwp/HEovLjC4mywGdxmRRqPmVaHaMi1pKYoaN7jLvSzTY3CXaC/LDGrz2GSqEKdvhr/heMgMdqrKKLhWQCxuiA/Gwi31TjAtWav5teIGd6tk7vIallFKSebOlKwsM32PDHXipVR8ojqmhmqg5tdyufDQGqiydy8c4cB3/fEz85Msyxzy9YkzdwKB8Io3UOULXwDe+c6Om4xR8dRrAKhUhlvnblbLMtdr5i4py8TGjfCsKPz5Qvr+m8n32AxhcJcRZRV8vwofDqJkvbP0ZHXs4M7kNS0TXAqhS7zOXZK5m1vEiccMcM458KvzmQw/kUbGDfCLi3FwB6fwO+txhCpE4MaZu0xKtyZhlZ473/GHz8rQYFJCingtsbJoH6gy1AWArII72UDNi4O7XJZC2HY7cMopwK//ejalmUrlvs6dlmlZptc6zhfG7t3A0lLHTcYaOCL5MAkBzwughinLnMV92TrN3KVlmdi4ES5E4f926eemzOc1RcDgLiPSavh+BRXrtq5QpsGd7CrfeMfX3oHHDj429GNPJHM3zDp3tm2gSsF3GNOisZy521g7Hqc93YyDu7kFyAwmVbXKYddJcJee+E61LPM3fgN4+unhv3+YzN2wJ+40WBRBCTvyQJWr//lqPHLgkQlt1Hg6MndD7Ed/+VVHcfDYvrGfN83c5ZFVbj65A9VrPwHcdhsAoHZwCY17vj/eg04iczfiUghahnAhEDh+8coyDx2KL9q20Votl2UC8P0qpBoclM7sIubrNHMXV/sgztyZGcjcsSxzKhjcZURBw/OrCGyvzF3nzvR7T3wPTxx9YujHzr3nzmVwlzKwcLw4uPtPi2fjhs9Z4Nxz4deyCe6klvBNW3A3A2UW48gluLv1VuCJ4T9/q2bu2HOXGZsGdyP23N2x6w7sPLxzQls1nlCF8bTMIQeq3Hqaxr4sgru8Mnc334zmIw+h8uH/F/ipnwI+9jHUaoto/K/PjPe4k+i52x3vB4aelqlkXJZZxODu4MEVr03HQBUAXlAZblrmLB7voyiTXtVZo42Oz9U2bIBri1/u2CrLnMX32AxhcJcRaTX8oIqKdRAmO/1GdAwAoLoOAsqoVSdWtcul585quAbM3HUx1rbKMsXGjagqLGfuRAbBnZHwDZi5myStgeYIk+4GDFRhz1220hL2UcsyIx0Vr0wuMWrPnRaAjMYvUe7ouZvm/vtrX0P4zGeg+oLzWjdVver4yyGkmbssyzKTASSjTsv0nQKWZR46tDK4M3p5KQQAflDjtMySic/Vkp47U/yMGDN308HgLiPKGniVKgIjljN3jSPxfV1lEFLLkd7YrZ67LHe4xgxeCsF09dwxuAOQlGUm6zdhwwbA84Azz8wuuNMSvsa6ytxV3Eqxg7tBmTvNnrsstYI7B3Hp+JBCHRZ2KY2RpmVaC+0AURbBXV6Zu3odTce0lggBgJpTQWPcpQMmkLkza5mWmWbuihjcdZVlxj137Zm71ddO5bTM2dI6V9u4Ea4pfkaMPXfTweAuIxIafjCHinGWe+6aR+P7uoI7tWM75H/8+9CPnUfPXass0/fhuJyWmYrLMuPMHTZsAJ73PCAI4M8tQmYwvl0ZBU/bdRXc5ZK5a4xw8syeu6mRMg4AtMCKE9VBQhUW72Q7EekIQaTh/uEHV3+PKJVk7sZfQ63Vczft92ajgabQraUQAKDmVtDQY/5OUgJBEB+7RnhvDGLMiNMytYx77txg1amTU9cjc6dNV89dUOW0zJKJz9WQZO5s4c8XOC1zOhjcZUTBwKvW4uBOdQZ3KzJ3VkMePjD0Y+fRc9cqy2TmrkN7zx1e+lLgT/4EAODML0DY8a+aSSPhaxsHjtUqPFvuK1yhDotflsmeu6mR7Zm7EU7gowN7Ee4af+HvSYh0hGDXbrjbH1/9PaJUKTJ3IVT2wZ1ScaWE52WWvVvTOnc2Du6iEVorpqJPz117WaZXmVt1qjOnZU7BTTcB//iPmTxU61xt40Z4uvhBE8syp4PBXUYkDPxKrbMss09wp4Qd6cps+mHNcof7eKWJUPbfBm00XGOX17kr+A5jWuKyzCD+4oQTgNe8Jv7/Wg2+wdhXc6WW8FVb5m4Gpl+No5W58woc3GmNf98k2HM3BelkYe1gpBP4UIcI9+6e0FaNJ9QhKjuegKuGKHdLM3cD9s3Dym2du3odTShUvLayTLeKxrhls0oBvg+4bmbB3cjTMlUEF04c3JmCZYp7lWW2L2IOwK/UIK0auKC8ObAfev/eiW3mRGiNxzaY4q092MeBf9uKvf/4qUweq1WWuWEDXGMKf76QniMVfTtnHYO7jChh4FXmUDGirSwzXnOmuyxTCgM1wsF7Epm7d215At/yd/S9v3NaptcqX1nvOjJ37Wo1+EaMNCinF6UlPGWAhQWgVuvfIL1zZykmg6XB0VQXMR8xuHtCH8IrrsTAnjvXGW7MPQ223HMnRjqBj4TNJNs1CZGOEDy2A64aotwtzdxlEdzllblrNBDarsydV0PDZLCIuefFwV1GGZrWIubDTstslWVWEBXt5LRXWWbXtEynWoOAGPh+0I069NLRiW3mREiJX389sE0WczmUbn+j/w0fxrZMHksZBS/N3Clb+ONQeo5U9O2cdQzuMiJh4FfnEOjlhtF6FAd33YuGxpm74Q906Y44ywN0JCzCAVce41S/5VIIXQYGd9qOn7k7dgS+FfEJTLXaP7i76ipg69axnqsIZqHnLtQhjgUYmLljWWY2pAzhwRm95861CKMpvX9GFOkIwSPb42EHepWAQMokczd+BqKh4uBu6lnleh1NE3UOVPGqaIyb6UozdxmWZY48UEXFwZ3v+YhsgS6uKQUcPdp7WqbjLt9Qq8EX7sDfV1sDncGyPlMlJZoeCtt3261pIzwpD8alpGNqlWXWanAtoAp6kSvFgSrTweAuI0pYeNU5VLRY7rkLk6UQunY40rEjjbqexEAVAws14EQjLssEyzK7aFi4fYI7z2DszJ1cOgxfJANbBgV3YZjJgSFvkY5Q8eJpmWOPSh+WMSNl7qSWaHi9BxClPXcsy8yGVCGq8GFGKMs01kA6Bc7chXUE+w8m0zJXOaFJM3cZrKHWkMtlmdN8b5r6MUirELhB67aaX0PDjrm/mkDmLs0edLdO9P1+lfTceVXIIp2cHoknc682LTNdXmfQRUgDAz1r+7IognKG/zvmTRqF3fMWePjhsR+r/VzNgwNdPzb+Bk4QyzKng8FdRqSw8GsLqGgsl2Um69ytmJYpRtsJ6TCZIJdhgGWEhRxw5bEjc+exLDMVZ+6ClXf4PnwNyHC87IFaOgpfJFdaq1V4us/0K6Vmp3l8gFlY505picgFdI9sykhj7mlVSktUhBdn7oYM7tILKmFRg7uD+xCc/hNwXX/VCggrJbSz3Hs4jjRzN+33ZhgeQ9WtQIjlxQpr/hwa42a6JpK5S8oyh+yBj8syHQRegMgWaP978GD83xXTMvWK4M7HKpk72NmrQpAS0sXAC9ZTceutwO7Ve38jI7F7EcD994/9lMqo1rmaCweqvjT2Y05Sqyxz1t5jM4bBXUaUMPBq851lmTLJ3HXtSKVjR2qY12F80jLNzF08kh/LmTueuMJaCyvQuyxTCPhWQNbH61WQx47Aa8/clTy4m4Vpmenr3+zxmW3vuWPmbnxShagKf6RpmenFtHDcddQmJDpyEJXnnhX3Za5y8mlkfOyY5cxdM2p0lGQCSXCHMYO79sxdhsGdYwAVDndhQCsJV8SZu0IFd4cOxf/tMS2zI7ir1eLM3YAKEz3Lmbu8l6f4yEeGapeQVmHPosgkuNNWt87VPOEWP7hj5m4qGNxlRAoLfy7J3CUH5oZswNM9eu6cldm8QXTy81keoLWwA8tKWtMy0567WdvZT4CxBsICwu8R3AHwrQM55o5VLh2B766f4G4Weu7SE4ZeZaORjhDcez+cRpNXIjMgtUTF8UfK3KUX06KCTsoLjx1G8Pyz4Qp31bLMNIM0yvGhn1bP3ZQvPIRRHdXu4C7IILhLl0LIeKBKoEcI7rSKM3d+AYO7Wq1HWaaGK9p67qpV+NYZeGJtYGey5046BcjcaT3UfisyCocrFo0f/XD8p2ybbO4KB7pRzN7jFJdCmA4GdxlRDuLMnbJtmbs6NoaAbOu500bDitHKbrTKfrqQweAPV6ss0/fhuD6DOyRXQRFPEO0lztyNGdzVj8J3kuBxQHD318/eg+3NPWM9VxHMQllmejDqtU6XNBL+rf8Kd6nOz0gGpIpGDu7Si2mFzdzVlxCcfd5QmTudBHXRuMsGYDlzJyBgYQeOv89SU9ZR9Wsdt81VFnAMo53M/d2df4dHDzy6fMMEyjK10Qj0CGWZKi7L9L0KIhToYs6hQ8CJJ66euatW4UEM7LmLyzJnbF+WZO66f6+P/eBjuPyzl+Pyz16O3/n670x+O4YM7mRyYWD3Y/eO/5RtLTSe8KCaxe65S8+P2cYwWQzusqA1pAP41XlUVFvPnapjQ9h5NSk9UVcy38ydgW3tYHqJyzJt21II/CBqq+HaAcEdXMjGeMGdqi/BSwcRVKvwVO91a7546kE80Oi/lMWsiHQ8Va/IwV36+jd6BA+RjhA0IjgZLGBPcS9y1amsqSwzi1LGzB0+jMhECH7iTDhDLJehk+NClpk7IcSq4+8zYwyaOkKlbRkEAHju8T+JhxdG+/vc8OANuP/ptrK1CZVl+gZQ4bA9d8k6d34F0YjB6kSlwV3XZ0ZbDcfpLMv0V1k7VWM2p2VKd+UF6288+g2c94zz8KZz3oR/+NE/TH47hs3cJRcGdi/tAY6NF4y1ztX8ZEmeomfuWJY5FQzusiAllAt4fgUVZZenZapmHNy1XU1K39hyhJG9aeYuywDLiFUyd0bD1WnmzmNWAmnmDgOCOwdyzKtmsrEE31sO7lzdO7iLhFlR7juLOjJ3zaPAAw9M9gmtjf+tJbjrkU2RWsI/1oRrs734sl5JI1F1AmhhRy7LHLS0S27uvhvRXAVBZS5ZC3GVzF3ac5fBSPd0EXMA0+u7azYRzgWo+p3B3QtPuQA/ODEaKXuojOp8Hdozd1mXZQ49UEXFPXdBDbJIn/eDB/tk7uyKskzPDl6PVc9iWWar567zfaGMwk8966fwqp981XSCiREzd3ued+rYx7zWuZrnwXM8qEaxM3csy5wOBndZiKI4c+dXO8syVWNl5k6vIbhLpwtleDK/Wuaue1rmzO3sJ8BYA8ciPsHowRfu+GWZjWMdwV2/zJ0sSXAXqnigSk0J1B+8D3jXuyb7hOmBd4Seu7Q3tdcizNJIBPUwztyx525sUkeouMHayjKLuMbVXXchqvoI3ADuEIOpWj13GQyGSBcxBzC9vrt6Hc356oqBKqcdvxlaWOxeWn2SYEpb3RncTShzV1G9J+H23CYl4cKNe+5EgT7vhw4BJ5zQc507x+nquVslc2dgoadUwpuZVs9d13wDo+A5cdAzlcqKETJ3J7sbsfuMk8YeqqLt8oV413Ghm8WcGpySRkJA8Hg5YQzusiBl3HMXVFGRdrksUzexsdl5oJbJwXuUE/O0T8Oo7E7mtbBQAz5cyih4qi1zx6UQ4itkg8oyhQfZHHMphOYxeH5yYlStwpP9Mnd29QWRZ0CkIwRWYO7d70VdKGBpwpO+0vfxWjJ3PYK7SEfw6024dkplbyWntELVHa0sMy3HLOQCxvfdh9B3UHErSeZuleCu1XOXQXCXR+au0UA4X0G1qyxTVCq48CmBu3ffPfRDKaNax9L4hiRzl+U6d2lZ5kiZOweBX0NUpAue/coy0WNaphl88aBMmTupJTzHiz970wgmtB7qvSmtxnOCTdh96sLYwV17Wabn+FBjLsc0aVJLVL0qM3cTxuAuC1EE6QJ+UEUgzXLmTidlmW0ZMpWsxbSmaZkZnszHmbv+O7s41W+We+544rqcuesb3Lnjl2U26/C9tuBO6Z6lXJFTjsxdpCME7/8g5qyL+knHAfUJH5jSq6prCu46P7PW2lZZJnvusiGNbC1+PezFrDDp1QzHXUdtEnbsQOTYVuZOrzJhMS3Bzzpz5whnOie31wQqWgAAIABJREFU9Tqac8GK4A5BgBc+Cfxg9w+Gfiht+mTuMl7nLtCAGjZzZ+JpmX6lVrzMXZ+BKu6KzN0qLRliBoO7tOfOrizLTDN3RSrLjKDxnOAZ2HOcN37mru1czXW9wmfuIh2h5tcY3E0Yg7ssSAkl2jJ3ac+dCZOeu+UPu1xD2Y1JdhaZBncCAzN3HWWZrg8zazv7CVg9uPPGXsRcNuvwg+TEyPPgGdHzxCNybCGDO6nlSDvtSEcIbv1XzL3vA2jYaOzm8lWtIbhLy5e7gzttNYQQcOsNuIY9d1mQRsF3A7hmOYu1mjAZYx8V8WRhxw5E0MvB3ZADVaIsgrs8Mnf1Opo1HxWvsywTvo8LnzC4e89ombuePXcZl2UGevl1X43WMs7cBTVEokCf91GmZRoM7LmLl0KYsbLMVuau8/dXRsF3/WQZkuKUZUponF45GburMtOyTM/1h17WYxKaQ0wslkai5tVyuRhqrGmdn5cdg7sMmLAJ4wCuX0FFmuWyTBPGSyG0HahVK7gb/kSk1XOXYVmmQbyD6fucRsNVJi7L9LgUAjDEtEzHH3rqWj8yrMMPlseIe8LtubOOhF11OEMe3n/L+/H3d/390N8f6QiVeoS5hRNQ183pBXejrHOXXARp2M4TQKmTLFO9DneWe+4OHABe97q8twJAPHzKd/24zHXYgSpRHb4GwnHXUcuaMcCuXYisQuAGce/yqsFdfOzINHP36U/DVWZ6ZZm1Hpk7IfDCfd5ombtBPXdZDVRBmrkbtixzObiTokABUDpQZcW0TNPZc1erwe+3dmr6M7MY3KU9d12ZO2mWyzKLlbkzeE7tZOxWh+P979Gja3/Ktsyd5/pDL+uRtaZq4ic/8pOrfp/UMrfM3Tce+Qbe/uW3T/1588DgLgMqbMAz8eLWgVw+IDVM1DdzN8obOz2JzzJzN1TPXftSCAzuVs/cueNn7lTYhBcsnxjFwV2PEfzu4AN0Xo6ER3A0Gv5AlS4lUJvfiIZqwtaLl7lrlWV2lf1FOorXJDx2DI61s1uWeeAA8P3v570VAOKLXp7rx8Hy0Jm7OhZDICpacL13L+ziQmsibFyWOWTPXQYLZLcyd7fdBsfYKWbuvJXBHYDnLgXYX9+PA40DQz1Uz8xdxmWZOi3LHPK9pnW8KHhQmRstc5dRMNpXv4Eq1sDpnpap7eCeuxksy7RhCOX2zty1BqpYPfm1HkfI3D2ndko8YOj444HDh9f8lPF8hPhCvOv5UDmVZTZVE/vq+1b9vjRz1x2IT8Oh5iEcbq79tZ4lDO4yIMMGfBNndCpRW+bORit77uRaMndJcJfhybwRFnLADlxbDVfpJHPnwcza9KwJWDW4c3zIMUsiZNSAX5lrfe05bqtPs+P7hO2YwloUyqihTyKtjYcP+fUmnNocKl4FzfBYvFTBpIxTltmVGWr1h9Xrs12WKeVIr8cktcoyIYaeDhxFDSxGQFikRaUBYMcO6NOfA0c4cB0X7hCDqdIgY1A/9LBambu9e6fXE1qvo1lxV0zLBAAnqOCCTecOPVRFGdVZQjWBgSrGGvhrKMt0gyqMGOE1ffnLgR/+cIwtXcWhQ8CmTcP13KnBFwYNbLwUyQxpZbztyuDOd/xWaerE99HDZu6EwWlzp2J/Yz/04vxYg8RaZZmeB88NcsvcRToa6vMgtUT1iady6Q2URhZz8NYEMLjLgIqa8KwAfB9BFA9UUUZBQmNeiY4lB9bSc5dm7rIuyxzYc9e2dorjsecOSKdlYkDmLoDsEYiNQsom/Gp7cOf3nOQWuShkWeYowZ0yCq5w4TYjoJIsZF5xgGiCO99xyjLRI3Pn+kC9DsfMcFmmlCO9HpMkrYLvVeBaMfQ02DCKl5wJizTgAgB27kR4+rNaA2KGy9zF77FMM3d798KZ1iLm9TrCSu/MHYIALzzxnKH77qY6UGXYzF2yzxJBgMCI4Y/jhw4Bd945xpYO8fg9yjJNj7JMT5vB69w5mLmyzPQY2X1Ok2buALSydxM17LRMYVAL5nBC7QQ8fUJ1vODOLF+Id73e5wvTEOloqNc30hHm9h3OZT2+SEcM7mh4MmrAtw7gOPEi5rKJhmxgDj58r9JRKpAOxxgUWHVrZe4yHqgiB5SVKKPgySRz57LnDhgic+cFkEP2bvSjZAivI7jz+gZ3RSzL1EYPfTU7LVdDGC4Hd4u1yU7M1BqoVkcry0ze+w2sHLO93HM3pbK3SZAyDqgzOmEeh7IKnufHmaahp2U24rLMAmbuotNOXQ7u3CGCO5lm7jII7tLM3b59cKcV3DUafTN3CAJceNwLhu67G3qgytatwB13rGlzDSwqGlBDnvBpo+EKBwgC+GaE5TekBO69d03buKooiv8tLq74DK9YCqFahS/7Z+7S98isZe5a7S7dPXfJUggApjNUZYTMXeBXcerCqdh9vDdWcNdelun5Fegon4Eh6Wdhtf2MNBI1mc9AOKmZuaMRqLABDwIQAoF1EOkQdVnHHHx4XgDVdtLRytyNEtxNqudutbLMdCkEz4OZsSt5k2CsgZNMEO0lztyNOVBFhl2ZOw+qa2dtjSlscKfs8Jm7SEfxVD3XBVw3Du421CY7VMUYYH5+xOAuKcsUna93q+cuzdzNas9deqU5zH+KmLQ6ztyNUpYpm1jULkKnYMH1iuDOX32gSnLiMW6gqo2GMvEgl7gsc4qZu8Dpn7nb8LzhM3fDDlT52teAb35zTZurrYZvnaEvJMTr3LlxlY4RAzNgHZSaXHB36BBw3HE9p4gaa+E6bcerahWeMn0zjq3gbsaO94Myd77rA4cOwY3U5I+Zw/bcCQvfr+CUhVOwe6ObQVlmshSCFww9HChr6WdhtX2cNBLVKJ8e9UhHmQyrmgUM7jIgZTPO3AGowEUo24I7vytzl/QQDJpU2a1VlpnhlQ6DeAfTr7+pc1pmsOqJwY7DO/B73/o9XPOta/Def3lvKZtW42mZGJC5q0COOWZXagm/Ot/62nO9FTtrrSWsKG5Z5rClL5GOEDg+UImv8te8GuqLlckGd1oDc3NxIDNkb1/6WW10lf1JI+PtVwrutAZWdPn0Dz89/vPKZL9SgNLMOLgLkrLMETJ3xkfkFOOENFQhPnvfZ4GdOxE98+RWcOe4HvQqf6vWOndjlo+lJZnCWmD/fjiYbNmwNhrv3/p+XHPoC/habefKpRAAIAhwdu05ePzQ41iKVj+Z7ZW5++7h+/DYXFeWOYqGujCx8/BOfOex73TcZqxFIDyoYYM7o+IeNt9HoEfI3KXB3ST6iduDu+6yTBg4Tuci5r7UfYMcbTSEncHMnUyDu87fv1WWeeAAPGUy/Qx86YEvYX99f+eNo2buFk/FnkVkVpbpBfln7lZ7jaWWqEUGKocgiz13NBIVNePMHZLgTjXj4M568Ql/e+ZOriFz11rnLrsdkxGActB3R6Rtkupv9dwN3tlv27EN33j0G9g0twmfufczeGDfA5lta1HEmTv0De48L4AccjHcnrSOe47aB6q4/op17tKhLYXM3I3QcxfqEIHw4zJJIM7czVcmX5bp+/G/ITNVyhosOLXembtkEp1jbC49d+/453fgqaWnxnuQNLgrwFAV1ZG5G+79HckQiwgQFiS4e3j/w7j6n6+OM3ennNRRlrnaZ6PVczdm/2Cr5PnAAcCYiffcHWwexB/f9sfYpAL8vDgbbzr3TSu/KQjgK4uTF07G08eeXvUxtdGITGfm7trHv4R/Oe5A53FLyqE+y9989Ju49q5rO24zMAgcb+gSsbTnDkEwWnAnZTwR8cknh/v+UaTBneOsLMvs7rlLM3d9fl9tNQIjYAQmP1kyQ612F6y8AOc5HhCGcG12x8ylaAlX/tOVuPeprmzsSJm7pCxzzoxflimTzJ0ftBII09YK7obI3MXB3fTPX9ZTz13vs1QaiZIhfBvvQAN4iFTYCu68oApll9q+N35jde+EBmmVZWY9LdPBcqlLF6VVvKab4wxVlim1xPknn49rLrkGX3n4K6X8ABlr4Np4sdBe/KAyXnBXr0MF8Vo1qV7BXRTFwU/32OciUEaN1nPneEBykT8O7oLJZ+5cd7nvrtqjfKyLshqL3hwaTud2SS0RJLvQvDJ32mgcbB7EqYunrv1B0hK3gmTuvDRzN2zPnWpiAyoIXSz/fXN0JDyCg82DOLxnO8KTN6HyYPwGd10fepX9fitzN+YAq7g3zAX27o2fe8JlmcooLAaLuObIhcDGjcCJz1v5TUEARFH8OZerX8DpNS0zhIJyRWdZ5pDB3cHmwRUXYIy1CJxg6CzxWJm7c86Js3fPetZwPzOsQ4ficfo9M3cryzIHZe6MNfCsQIh4f+aKfD9Lw1qeZdAncxeG8HQGpYDbtwNbt+LzWwyWoqWVF/SGzdw5FkFQwykLp+ChqhyzLFO1qqw8v9o6x5y2YTN3kYpQy6kskz13NBIZNeElL2VFeAjT4M64cXDXdkBXKkJNiZEO3umHIMvMnRaID5KyzxU8FY98BpCUZQ4O7tqnUgVuMHwvwgzRRg/M3Pl+dbyyzGPHICt+3COQ6BncJZm7Ik5n1EaP1HMXCK8jc9eY9yefuXNdoFYbOlMlYbDBX0Cjq6cr0hH85HOfV8+dthqHmofGe5ACZe4kNHy/OlLPXaia/z97bxpkWXqXdz7vds7dMiuzlq6q1lrQopHQ1j32jAQOGzvw2CYmCJuIiQkbzAdo4bHliJlhIvjgYBzYYc9ABME4DDYxgAYDRooYJIgRGBnEYoMNRt3TjZBES2qps9fKqq7KujeXu5x3nQ/vOeee9d5z7r2ZWa2uf4RCXbncPHnzLO/z/p7/88eWE5AM98XvcBQdAQD27D3I3e1CoMoSchf/znJdceeMFyGxuKPudGPg0/v/ZOJtz1XVUtxV9dxFVvnn1grkbjQbla5RA4uAisYUIRXNQkAY107cPf448LnPNfv6NjUcLui5K5A7Ifycu5q+LGMNmAXY6yz9N7VlFjZPklEICblb+3f6zGeAf/yP8ZGnP4IO75SvqaZpmdRBBDG5C6L1xJ0xYPAb8SwIG88H3XQ1Jnc6Qledj/PojUTuHoi7DZRWUSruAsIhjcRUT9GzDEKEOSGndISupQuTKotlrPY++A16lC0BlKD14s5kxd3yUQjKKn8ThRd3X4sX0NJAFdGBWuf3PjmBCnn6PgLe6lmM6ZZRQu7uQ1vm+Bjm5KjR16biLu6564keJh1+tuSuQWkYbAVlcaesQgAGEAJm7LmQO201htPhei9yv/TcOT97U4jYltnw/JY6wsAJSA6409wYaFipuPu6XUiYfKBKQ3HX5vlQ+ToFckdBTnXzIRV30+nGxF1Vz13klG8nWIXcDW/CDPM9UhYOAQ9a2DJj0RwECHRLW+bjj59OqMoiWyYK4o4QCFKdwAx48UOdJ72vp4CodD5kYZ2SpmVKCW428MwcjfDs9GU8f/AcvuUt31J+j9qQu7Dne+7YbK1nXnatxoNO47Eem67GPXdaoqvPZ/2iZuN0c/xrvc5N3BFC3kII+T1CyLOEkC8QQv6n8zqWdUupKO29CcERJWmZlsa2zOwoBImuZa3InbUGwpxCzx0ntbtM2khw4kVMk567Irn7WhR3xvldzVpxF3TWI5bjMbRg6fsIAJwFJZuFjGfptRmncVal974K++yfNfpaaSRC5MndpHuG4q6hmNGw2Aq3MWUV5M4RYGvrXHruXDx+4WuG3BkDzRDbMmnjdOBIR+hAQBhATY5P+SCXVyru3jyY974BYDxoFKjScQxyXXHnjL+P3LnjrfVnQO4YZZsld8U5d4m4K5K7hoEqo6/+GcxXnst9zDqLgIeNNxK8LZN7W6Z2zZP3EnJ3muKuypbpXF7cAeCEQUXV779vPcBmKNcZlkp77uptmcyh8bD62jo8xM89BnwP/68Q8rCa3C1Zp1lnYSjARcenZZKT9XrutASP158s6Gx0HnKbSq6FpeTOROjo8zm/5PPPQY2bbT6/3us8yZ0G8L86594J4AMAPkwIedc5Hs/KpVXBlhmLu66h4GE3d8NRJkLX8YVhJsUyzkBYL/I2VZYAii0id7pA7rAw6UsZldoJv1bF3VJyF3TXJ3cBy9syq8idvH9tmb7nriFxqSR37PRtmZS2t2V2tjFl+fNfGYXAUmB7+1x67pK//9ri7n7puVMKSjAIKjy5a7hIkTpCQDkCSxCNzz+l9yg6QkgE9h4SOXFHOYdZsqlnjEIH3CcZr1Gp2LpzB7hy5dR77ow1c1tmt1v9ReuSu8SWWXx2NiV30aj0/ntyFzbuX06JKGO+5042vGa0Bt73PuC557wY3WRle+6KtkxYfx5kSlABHS2wZb6OyV2VuBMstmVarD3gW40O8AuPUXzvFwI/N2+FnjtlFIQBiBDelmmP4E5W35RKx3MAfr15n5M7qeW52TKVitbeOHu91LmJO+fcvnPu6fi/jwE8C2DDncZnU0pHEDHlCoiANMqTO0Mhwm7OYqOVRM8xKEYap/UZaxCYDY5CcG55z53RaSM2pQx2iRhdRu7+4W/8Q/zhy3+4meM/p7JG+yHmNYENXtytR+6SxW1SXJTF3Tz2+f57+GrXvOcu0hECR/PkLiCnP+eutS3TYqtzwYu7zAaHNBLCAtjeBt1Es37LSn7ecLaeLfNgdg//7d9Fvbj7+MeBj31srZ/RqJSC4gSCxeKu4fsZGYmQCISWIroPdmWPoiN8k7uCvS1PnpKB3oyJpdeGNgpdrD/WIWfLvHYNFGfUc9fQljlVy0WRcQaRKQSqWOmDwFawZY7UccmBYmAR8E5p+PWiY2LUW7EDS5qJO+fw33+nwZ58DXj724EvfrHRz2pcMbn7zec/jR/6Vpu7R3lyl9+M5JRD1Rz33JZ5f24e1lUTcsctYNYJPAPw++Nn8XZxBY9++hlQQlcid8oq/9zgHP2gjw4NcDC9t/IxGaNSAc+48GMsatZ1p1mNe+5MYsvc4Pn10Y8C/+pfLf0yqR+IuzMtQsjbATwG4I8rPvf9hJCnCCFP3Yn7B+630kqCx5QrpGJuy9QEPOzlyZ2W6DoOxVuIO7dhW6ZzntzxenGnjUpRPyUUltZbOIF8z52gomRX+dLBl/D0/tObOf5zKqOVn3NHSOXnRae73oDM2JaZJ3chdEEoy/tY3BlnllrPkpJG+p61LLkLT1ncrdRzF4s7gdyDW1mFwBLgwgUwc/a2zGTnc11yN4wO8R/fBrg6cfe5zwGf/exaP6NRKQXNKTjlYKDNA1VMhJAKhI5C3ge2zMPoEO+bDLAXTPwGRtaWucTeboxGlwioJPlzxcoFqly9CnrKi/U2gSpd3l2d3BkJXXxvmpI7Oy7dmyz8MOmmGwnGGjDmxZJwNO1/Xlha49krwPOjPeC97928NTMOVHnh8EXs7SAn7gyxJVumoLwU0pWUddYHqrhTCoj6/Of9eI4NV/KM1JmFu3P+nswIA6T0v9OaM+D2o7v4+t2v87NNp7OVeu6kkQgMUgfQe3o38Kfu1srHlF2rcSqgA3EuLoxWc+7Uhu9HTz4J/KN/BNy9u+RnSyjqXldjPlatcxd3hJABgE8A+J+dc6VtV+fcTzvn/pxz7s9duXLl7A+wQeXIHRWQVmXEXRc680DXRnlbZkty522ZG8LYsbjTySiEqp+Z2Q1Kxd2C3aBl5E4aib3h3maO/5zKagWKamEHACLsQa3zNzo5gYoXt0lxUW72T22Z96FtxpO7FqMQLEnJXZd3MeE4m7TMNj13xGE7EXeZa0AaCWHgxZ09+0CV5OG4bqCK1hKSA6PxQfUXGHM2O8FKQXEKQYUPAGk6585IBEQgcBTRdPXelU3VUXSE973G8IK752c5puJONLBlanRJAMmxln0vJXd373pydwajEDZpy0yOtdRzZyU0QX6jsWnPHWZlW6bzkfRNN8pSsQAgcCQdS7OwtB/fcHdy14u7TSdmxuRuoiYwhX5E61wqRpPiXNSTu8SWeVppmf/sn52KC0CltszMWis+JwkhKblb15Y5ig6x290FvvVbQe/cXSktM7FlJuLusQuP4mm+OrhI+0DhqawJ+Ok+Q2uqNbnb5Pk1HPpn+o/8yMIvS45x6Sb8bAb8+q9v6ujOpc5V3BFCBLyw+yXn3K+c57GsU1pJ8FgIhTRAZKUXd4qAd3s5W6YyEbrgfme2BbkLzAYX89Z6crdI3CWpYIjFHVlC7pb03EkjsTfagLh78smFvX+nWY3EXUN7T2WNx96WlrNlhmVxl8Y+33/2Au0sjG1O7kJXIHcCZ0Pu2vTcEYutzjamHLnrRRmFwDjgwoVztWWOovXIXWL73Z/WDJbWevN9QlUlZcGW2TBQxUqELEAIBnmfiLs33TxGl3fxytErLcWdQocIb9tfR9xlA1WuXQN7nY1CSKh0+hxxbn1yR2WJnFo4hG3EXYbcBY5BNRELSsFQeHH37nd7erXJinvuJmoCU2ifsCgHqgga1JI74/y4n1Mjd1L6vsMNV/KM1KQs7gCkPXfr2jKH+hg7vUvAt34r2Gt3V+q5K5K7x6+8B890V+8VzrbQMMqgz1vcNSR3G+25G42AH/5h4Od+DnjllQU/2x/j0kyIn/kZ4MMf3tzxnUOdZ1omAfARAM865378vI5jE6WMTMkdj2cZncgT9LRf8OduOEajC+GFVcPFZWrL3NTFYH1ak2ZY2HPHY5HBkp67BeKuEbnbhLj7ju8AXn55/ddZoYyWfp5MTYlOD2qd3aiTk3RxmxQXHegCwbifbZkaLefcZchdT/QwYfb+smVaC03g0zKryJ12PlDlHEYhJA/HdcldMpuxVtwZczbiLkPuvC2zIbmzCgEVCMAQTc/flnkUHWH75gFu7NzAl+5+KRV3hPvretF5kpI7hrXe81ygyrVrZzfnbkOjEErizlqAUsz0zJO7orhbci3P9AwRcyVxbWAhwl5jSuXtrom4o5BNxJ3W0DQmdxcurJWMWFkZcmcpySVmGjjQQo84ZyLtUStWmpZ5WuTulMSd0hIcLN8CY1Ve3DnUitqmNTJj7G5dAf7yXwa9/Vp5A6pRoIrMk7trj+Pp7TXSMo1K4UJK7k7zGVpTSd7Ask0BaVWclrnB+9FwCLzrXcD3fz/wT/5J/c9ORs0ssvxHEfCjP3r+AWNr1nmSu28B8HcB/BVCyJ/E//v2czyelUtrmd5ECBcIqMBoNkJPAbzTy/nAlZbznorGtky72bTMpOdugWDTtp0tc9mcu43ZMqfTc7volpK7oLuQhi6t8RiakbwtMwihCxYCGS/GN3pz3FBpWBg0O08jEyFwJE/umD07W2YTcWcMNCde3HHAZRbcysbkbnsb1Ngz77nbVFpmMmpjP6qxZWp9ZrbM5PxnoM3JXRxaEoIjis5+UVOso8kQ25LgxuVH8KWDL6WBKuDJ71V/nhir0aHx5t+mbJlJz91ZzLnbkC0zOdZkIwtKAdwnUWvqWgeqJBsgVeQuKPTFLzyurLgDbRaoojUMBQ6mB+l7sNGKe+48uSvYMmHT401K8AXkzhow606P3Cl1auTOXzc15E7KjQSqDDHDzoWrwCOPeBp+q9Ar14TcqZknd9Qvv9/1pvfhxZ7CWK5278raMhk5R3KXrkuWB8r01CnYMnd3gR/8QeDf/tvaNWJix1xI7n7+54EbN87lPdxknWda5n9yzhHn3Hudc++P//cb53U865QyEiK5iXCOkMTiTjrwXr/gA1foEuF3H9sGqmzYlrmw587q1H7SxJaZvZEKKirF3WF0uP7A5en03OZxLRV3VEAFdPWbwngMRZG3ZQbdkn0hIS26oYg6yzLOwrawZQYmL+6m1Nxfc+60hmIEHd4Bc4DMiAdpJISyaaDKuZG7NdMyE1vmLVX9OjftIV6xa45baFJKQTF4WyZpYct0CiEVCAiHnN0H4u7kANuX3+TJ3cGc3IHzpSMJjNXo0nBtcpfO5AxDoNcrkbs74zt4YfTCyq9frEa2zDBsTe6iWUw0tAaEQKSj8iiEBj13o/i5U0zLzIm7BnZ/Y+3clgkG2SD1E8qPb7g7ubt5cWetDyi5fLlG3DnQUs9dUEvuUlvmaZK7vb2lfWltSxmJLg1Ltsz0WZqOQliT3JEIu7vXAUJAty7AHGTcDs7hS7sWR27x+kTJmZ+PGpfY3sW7Dig+e3u10KpsCw2nHEac8jihmkrCrJb23Fl9Oj13Ozte4AlRe43JJeLu868+g+Mf+9+Bf/7P/Xv4Og5eOfdAla+F8lg8volwjoBwL+4iB9Hdyu0mKaPQQ+A/1ljc2XgUwqZ77uojc40p9NwtsWUWe+6K2DvSEbbD7fWsmdb6i/acxJ23ZdZfMoIJaM5WJ4snJ+niNikWhCVxJ2tin++H8uSujbhDzpY5Jvr0RyG0mXOnNXRsle1qgulsbp9RRiFQdk7uzqHnbhAM1iZ3SR/Cvql+nZ8NPo+f2Go2mH69A1FQjKxmy+ShTyq+H8Td7BDbb/sG3Ni9gVsnt/LiDmThotkYjQ6Nnw/rkjtjgStXAEpLovJjn/8YfuwPf2zl1y+WthqcxLbMReQuiry400vIXRzJL5N7n9ZwnHlyR1zrnrvh8Ca4qSF3QRemGNJSd1zIpGWCpffihRWTu1TcbZKCHxx4qyfnmOqpf04XbZnFnjselBKYk/Jpmc6Lu9PqudMaePHFjb6stv660QTpglyZvC2TW/8MX7mMwVBo7OxcBwAwQvIJ5tbif/srwG9sLU6+lHKKIPuI7Pfx+KsWz9xcLU3cb8TPW2g0PydxFyfHLiV3Tntb5ibXLwm5A7zdteZaTjIR6sTdD330Cfyf30yAv/gX0/vV67UeiLsNlNIZcicEQsIxnA3RlRa82y/03Cl0aVtxt9m0TGcMHImbj+tGISQPa2TI3ZppmY9eenQ9a2ayGD83W6ZeTu7EGuJuPIYmKNgyO2Vxp2cINu1Z31Bp0pyw8jO9AAAgAElEQVRgpeIuJnf9oI8x5P1ly4z7ZTjl6BqK6Wze0+XJnQEGA2/ROeOhrMYZXOxexFF0tBY11Km4q27q185giDPYUFnVlum0t2US0Xyo9CnWoTrBhXe8Gzd2bgBAWdwts2WyAJoCbo2FhXEGTMfijjFQl78utdXrzeQslH9eUD8mRojqL2ox505bjZ6hkElAlVJQgb8v6hXm3I3uvoLLk/KC0hCHgApoThvdt42d2xwD0pDcaX165O6114CHHgKAenJXEHdchPXkznriy+wpORGkBLa3N27NVEahyzo+RyA+N0qBKm5NW+bREUY9it3eJQAAJSx/jzIGmmJpYrZSMwibWUcwhsfuCjzz6lMrHZY2Ot9zd17kLk6OXTbCRlntA1U2Re6S638w8P/mvNYaK5eIO7X/Kn7uHWN/7vd6r2tr5gNxt4HSRoGzObkLicBwOvS2zG7f7ybFpaxClwReWDUkUNZZ8A323CWvoxaIu+xukBd3aDznrlbcXX50PXKXvF/nZcs0aim5U4KsR+6oy9syw3KSm9SRtzXcp+SujbgLM+SuL/oYO3l/BaoYA8VjcWdpntxZhUD6hwAlFEaf7eBYbTUCFmAQDHAUrT68W2sFboFbqG7q185gRM5gB1Mpb0tmAozQ5vZepxHwEAELEDWJpj/FMtZgAon+o+/Bjd2CuBMxkVxC7hjhEJZANZmhVlPaanBtgMuXY3GX31E31mw0rU5bDe5IvSUTaN1z19NkLu60RtTxC3W1Crk7eAWXpl7MZcvCIWCBH03U4H5gXCYtEzyN4F9YSsGQsxJ3yJE7C5c+x5MSvJzAnJSx2g8xP01b5jd908bFnbYKXd6Bzszj1VbPXTBSelumWuO9H40w7BLsdHYAAAwU1uTFnSXLRYuUEwQ2v454/Li/8hzgHLkj50nu4hFNS95j6TZsy0wsmcn8YcYWkLt47VszCkE7g5f1AX5373e9A+GBuHtjlzJzYeNtmSy2ZVqI/lapyTdkASwB7KyZCDCwGx2FkNyQ9CJbZuYh1sSWuZTcySm+sfOWzZC7c7NlKtCaAeZATO5Ysx3gyhqPoYjNp2WGHWhbFHcSXUM2a2vYUGni2g0x1y5P7uzsvuu509RbBbuWYlrsuZMa6PfLD/ozKGN93P1uZ3etXlZlFN40Fdin1e+7sQZDekajEBjmtsw2PXc8REiDdIFxXnUiTzDQFPSd78LbLrwNBCRH7pYFmyTDx4Ula/UPGmvAlMmQO5TInV5nbEuhtNXgtpm4azLEXFuN0BBYxCNGlEIUeDqhSSFQpUnP3eg2LkWs2pbJAj8frgm5Q5bc8Xngy8JfRkMTdzqBKgVxZ5uQu6CTWrGLZbWK0zJPabSLUj7VcNPkzuoSuSumZa4dqHJ4iFHo/Jw7AIzQErkzDcSdklGu5w4A3jO7gC8On1se0V9Rfq3m1wyccmhBgeOzTw1W8bWwSNw55xNrN2rLjEeBpLWE3HFTT+4MLP673f8GH3nmIw/I3YOKH2xZcgeOY3mM3syA97e8jSQuT7g4hKNQs2YnjnF2o4EqiX1MFR+S2Z9pDXguUAXL0zLj90CwikAVNcOjf/Tl9chd8vA910CV+kuGUw7F1yB34zEUbIncFXdQlZHoaXpfkjsDB9vwuCIdIdA2T+7M7GxsmW167lhC7himmUQzZRREpD25o2y9fo4VSlsNRhh2Ojtr9d1pI/EW2cU+qz5vtTMYsbMZhaAz5K5pz13kNEIeIuABoiY2uVOso8kQ21MLPPooQh7i4a2HEfJsWubynjvGOAJHodYQqsYZMKnnPXc2L+7MzVegX93cSBlP7rA5cucMuHF+3ICROXJX2XNn7cLNx+Hxa7jkOhXkDi3JnU0X0gHhaULgwop77qZqignZ8MzIIrkrjIkwpByoIipmp6ZfbxSYI3HP3Qri/8kngQ99qP7zCbn7ylfav/aC0lajU0HuSqMQ1rhHm+EBjoXFdrgNIF4XZc9DY/yIqSVBZ1LNELj8OqLX3cbX9d6EL7z2hdbHlf09GWUw2wPgT/+09eusW4klfpGAVlaBg0EYPxN3I5WQu6QWkTtY9BVqr1sNg++5/tfwqec+hXsXgtf1OIQH4m4DlRU24BwB/E5Zb6rBe4OcuNPWQLDAi7uGthvj4lEIG7oYjFYgDj7Fc0HPHaNZW2bztMyABTns7ZyDJBaP/tofvq577oyWYIvIHRNe3K0qTk5OoGHzPXdhr2zLNBF6luZSWO+X0rQluVMFcqen95ctU2sohrm4K5C7IFJArxeTu7MfhcAow253d63ETG0UrrguZsRU9kIZZzBkZzMKQVHMe+4a2nYkDALeQchCRE1IyinW0fPPYtuIVOTc2L3RKi3T30cFhCNpQMEqZawBk6qW3Jm9r0K98tLKr18sT+5QH6YCtJ5zx6zziZRGlsldUdwBC+ndaHyAy6RfSss0xCHgoe9VayrueJIK3VDcKQVNHC73LuPAnpx+z13JlllIyxSd2n5LoxUo4iHmqwihV19dLCxOyZaprEZXlHvusmmZ6waqHB3sY8twUOIXdFXkzhIsnXWr1AyiIO4wGOCxwSN45tYzrY/L2AK5290B/st/af0661ZCsRe9x8ooCFAvtDeV9p0NUwEWBqpIYjCQqCXu2lk81L2Cv/GOv4GPfv3kAbl7o5e2xZ47fzPtzQxo3zd5JhaHxCrAQaCbkrvUlrkZG411FqEBFLGLbZm8QO6WpWXW9Nxpq8EccOO2xAvD5+Eaxst+6JMfyi+Ezojcffqrn8YvfPYXSh+3Ri8kd96WibXInYQp2DK7JUIntUTXslpbw0RN8OF/9+HVjgHAD376B/HS4WoLP01caQFVV17c5cndRE/gxienF0G8UqCKF+5dVyB3VkHMEnJHlzaSL6uf/MxP4pn95g/3xJbZhty9cvQKfuh3fyj3MW0UBA9wTQa4dVJOetPOYCTOwHKqVNpzSosLpwUVwSAUHYS8A6nPWdx95QvY5nN69Y6L70BPxP+Oxd1SWybjCECh1giH8eQuL+6yP9dYcwq2TGy0544bhzBL7upsmUp5UblA3A2nQ1wS25W2TMGEJ3eNbZkJuSs7VCorvodcHVzFXXV0yrZMLB2FIMLyeJ3064325M6Rpb1TVfWlo+fxfzz81drP/9Q7Rnjy0gx4+eWNpoZqp9Hh3VzYToncWazVFz0c7WPXhem/KWFlckeW98JLXSZ3GAzwWPA2/MmtP2l9XNkWGkZicvf888DR6n3Yq5RsYMtUVkGAeaG9qc3porhjrNaWqWDRl6i1vGtYcB7ge9//vfjFN997IO7e6KWshkisN0IgcHNyh27XI2ibbfINIMAa2248uSONAwaWlTU6TWuyNXNf/MKxEKiyYlpmkoo4+N7/EVuKVi4gi+Wcw88+87OIsjujZ9Rz99TNp/DRz3209HFrdLprV1WCCSi6ui3TnhzjnjzEpe6l9GO8Ux6wK41E1zFoUn0+vHr0Kj72+Y+tdAwA8Gtf/jX89P/30yt9rybNUzylkQiVTckdowyCCszE4mTWtSpry2zydzIGOiF3jmOaWZRKIxHMYnJH2NqBKr/3wu/hi3e/2PjrE1tmm567z7z6GfzGc/lxospqcB7g2oxj/2S/9D3GWYy4abwps3Il4q6lLVPCIBRdBOI+IHcvfBHbnQvpv3/8r/04vvu93+3/wbknIotsmfHMKuHYWsmf2mrwSM/FXSH90DizOVtU8vOM25i400aBGYfAkgy58/feHLlzsftkMFhM7uQhLnUu1gSqhF4UtCR3AW0WqGLjxe5D/YdwVx+esS0TFT13YW2ghFESDMTbh1fYrPryyUv4xMPVqbsA8B+uzfDMyVeAhx8GXnih9evXlSd3PaiMuMuNQoiHmK9jyxwd3sYOmZPpyp47iqWbJkpJiOLSezDAVdP1oTstq9RzBws89hjwmc+0fq11Kh1ivuA9lsb/7sz6jZKNPFNakTvryV2NK0ITCy5CfOPlb8QrneiBuHujV7nnLiPuwjB3U1HO97IJsMY7swYWAhR2Q+lC1vhELA6aNsEWSzsDxlumZbJqcieVj+7H3//7uHFHYW9/+cys5OETmbMXdxM1wdP7T5duPEYvScukwofnrCjuDuwJtoLBvEcH9eKu53itLXM4G+bft5alrca/+ZN/s1JDvabN7cPSSgTSpOQOiK2ZF3qbs2b+nb+T/3skc+5WGYUAjmkmjdGTOxmLO7r2KARtdauEOuPak7u94V5p196TuxDXJwz7xxXiDhaG+rCQUy2l0lEgTW2Z1vm5ipwHCEV3pUCCTdbhq1/F9tbl9N87nR10eHx+NyF3NkvuVr/PGWvAIpmKu2LPnbYmnfm0iUrF3YZsmUbOwC3m4i5L7pDprzPGp+QtI3f6BJf6V7z4yZQlQMhD//Em4g6ZnjtaDg7DbAY8+qgPeYhLyxmYA670ruAgGvlj3pSFe5W0zKCe3BmjQLE6uZNygv2OrnVeKFgc2SnwyCMbtWZqZ9AJYnIXbwyWyB3ja9kyhyd3sUv76b8pZfkchMSWuSK525Kr3WO1NeB8PufOWAN88IPAH/1R69eCaz6iq1ipuFtE7oxCAAYCgC7pP25cbcgdcegr1N5bDRyYCPw6hNkH4u6NXsplyB3nCB0DIwwiUoAQ4BapkEvIHScUuim5g4MgbGOBKiYWdwIUum7eTWY3qIm4W0juRncRWAK86U24IR7C3m9/fOkxJt+fe3iekS1zoia4M7mDm8c3cx9vRu6wmrhzDrfoBNcG13IfrhR3VqELUdqFTmo0G621yFVGwcHhN7/6m+2+MQ4OaDXEXM7JHRCHqlzobk7c/eqv5u0pq/TcxX1gXfBcT5o0EsFUAv3+RkYh6Bf3YF56ofnXW+177jrNe+72RnulXXttNbgIcX1MKsld0vO5Tl9fo1IKivpAIUZYo80FaaRfLAQBAtFZa1NjE3V06yVc2L1e/UnOQbGE3MX3XYH1yJ1xBmwWpYEqpZ670yB3eoPkbjoGs0BgMuJOeGWWI3fKP2MRhguv55Gb4vKFayUrmIGDiOcKNrZlppuYFbbMj38c+PKXc/ccoyS4o7jUvYS7SWLmppwJGXE31dMSuauyZfKwW9sXltoyQVYSQlLNcHsAmMPqzSYNiyM9Bt7xjo2KO+UMuqJXsmWmLQ5RBMYE9Br36NH4ADtiK/13fVrm4utK6QgCeZqKfh+DyK0k7rIhP5xyL9w/+MHV+u4+/Wnge76n/fcBaQLrouegsirtN+Sgm0lkHY3ygSqLyB314k7WjMzRcOCi49chVD8Qd2/0yu6cgPuks67ogigNBAGE9bt3QELuBAThjXdmDSwC8NUvhG//duCLc7uXtQYUJCZ3deLO5kchLJiJBwD6cATxq/8vAE+wsg+96N4dhPEFfeMb/mvsPfXppYdcKe7OKFAlWXgUm5uXirt1yF0UYX+b4vrWw7kP807PL2YyO6HKKPQg6snddAht9coBPMoqPPHYEz4OuEW5KIKhaNxzF+momtxtdTZzUzXGnzOFvoj2oxB8H1gXAlM9/x5lFMQ0JneUr0/u7tyGfaV5guEqPXd7o71SmIKyyou7Y1dpmU5stuskcjYqKaFIxpbZ4H4X6cjvgguBMOghOk9y5xyODm5i+6E3V38+sWUuHYXgQ7nqXBVNylgDNo0yc+5cfs6dM5sLNEA7W6ZgAoSQhUPUzWzqyZ2J3RtKIRLUh3XBVou7ReSORLh08c3+OZYpSxwC3nzurLdlxqnQtELc/et/PT+uuLSOwBzB5d7lzc+6u30buHoVyih/zy+MQqhMywx79eROq7VsmVLNYChw91ZF351zUMTNxd0GEzM1DLphP9ePWRqFwPhafdHD2RC74dxyTSnLW8cbp2VGCCpsmYOZxbFsP8LAZFxWjDB/nSfirq3t8eAAOKy31S4qaSQ6qkGgivOknTu6mVmbbcgddeg7Ubtx5m2ZAQIWwAGQ47PtW9xkPRB3G6gyuaO+iT5+8HBHUnGnnYHgAQRhUA0H7hpYT+5W3Wl96SV/AcRl44ATAVbrQdfOgHOf8tbIljk+Av/jpwCU0zLl6CBNEL3xyJ/Hnry99JCTB/+5kDvtCVpxqKgxCmwZuSMrovzxGPuXAlzfyu/6cxH3g2QWA9JK9Ei8IKmoZBG+Kr3TVuO73/vd+J3nfwevjV9r/H0mDghqRe4iVSZ3g3Az5C75O+j8A7jVKARjoFNyJ/LkTkcIlAGCwJO7NefcaWdbbeCkPXfd3fVsmdZABB1cO7KVtsxksbLOLL1GFacKpuSugWUnMpHfOBICYdCFrOklOpN67TUcdYDtC1erP885mF2clpnYMgXh65G7aApmne9Fq+q5swZq0+JO20a2TABL6Z2ejcEcECYzqbRGFBD0RT9vy1TKv+4ScTdiCpevvK3SlhnwDkzDTTmTsTkGLMifb888A7zyirccZu7XRkbgOAVxN53633l7O30vDUHBllnRcxd2a//2eVtm+2sp2ZC4dbtC3GkNzYAjeXw65C7o1weqSAnGxFruilF0iJ3uXESw4pqsoS2zktwNBtia6NVsmTEwADLk7to1YHvbU+Q2NZ2uTJWlVejqhuSu2wUDOR1xt4jcMWCAoF7cwYEHHRBC0IfAeHLKG5qnWA/E3QYqK4QSctfjPb+IJATcIbU/KvjwgnbkzkEQvrq4m07zN3xjQF0TcpexZQKLbZnOQBz7G1PZlnmAIE4QvXHp67HXW26dWkjuNiDuFjUuT9QEf+Gtf2E1ckdWJHcnJ9jfFbjWL9gyKS/NYJJWoUvDhbZMAPkwmhaljMLF7kX8zW/8m/jFz/5i4+9L0l9tw91CL+4qyN0g2Ay5SwRiQdzd5XI1WyYpkDs185s6hPgH/briDqZVIm4yCmGns9PIMumcwwujF6ptmWEX14e6OlAFZ0TulIKKR4GULE81JY1EaL24C8IeolMQdweTg2Zf+OyzOLq6mwtUyZUQywNVYltmQFjtvblJ6WgKTrjvR6vouTsdW6ZpRO4ALB1krhNyp10aqDLjBP2g74Okkp15KT2563RqxZ11FkfCYvfa23P3TOcciAM4j10QbXvuWABpM8+nn/op4O/9PS9wc+ROpuTuYJO2zDt3vCWTkIy4y4+JsMSBJWuTuESnXztoO+krX92W6f8G+3dfKH9SKShOcRgdbpbcOQcNi06B3JVGIfAAeg2yP9LH2O3P+2l9QnKFLXNpz51M10NpDQYYjFcTd54m+78xpxmH1wc+0LrvTo+PMXSrPXulUeguIXfSyDm5K/RVH0wOVgtYaUjukr9Vl4aQNWtvTby4A4A+AoynD8jdG7qUMxBinpYZOooe7/qHDgBhybznzlnfc0d5bb9bsSwcBF3DljmZ5MSd350DBGHQNQLAYH7DaGLLVFaDH9aIu8N7COKb7Jsvfz1udpot2gCU0zIvXFhb3B1MDvCen3pP7ecnaoJvecu3lMidNRqULiF3sKuJu/EYt7ZpmdzViTtWT+6Shf6q/UdJOM53vvM78dt7v934+5Ie0jbkLpxVkLue2Ay5S16jYMv8tt1fw5eim80DVWKrYJcGmJrM30HNEAj/IKCMrU3uFGyr10hsmbudZuTu9vg2pJFlW6bT4EEX1++pGlumQ0edkbgjNrVlNkkHTm2ZnCPs9E+F3H3z//3NePmwgV32i1/E0eWtdMhxqRrZMr14EISvNdbBGBXHFqCS3Glrli5C21RK7hqKu2XkzkQTcMIQKJvruRsEA3/cLWyZR5MhBhIILl/NkTvjjA8WY6K5LRMutcB5h0p8vR4eAr/8y8D3fZ8/nsyz0mgJDopLvUubJXeFMBUAFaMQ/L0pW0GnjxlZ0HMH4gONVqBcyTm7P6wYpSMlNCM4io6AS5dybqK1SmsoRhDyDgwFXPze59IyowiMB2vdo4dmgp3BXNx5clcYhcCWiztlZCW5G5xIHEcr2DIzGw6MsjkNWyFU5bfGn8WHHv1S62MAAOkUOsvInVE+f6HX8462zAbed/4/34mnbj7V/gc3JHdycozA+HWvrJjnCnhxx+K1fJ+GGM8eiLs3dGkYcJGxZVqKHu+k4s7bMmNy5/zXCsob78yaWNytnJZZJHfOxmmZrDbK2Tibov5GgSpOQxz6G1NJ3B0NU3HX3drFjLmlXvDaQJXd3bV77kazEe5N79V+fqImePdD78ZwOszt2hvjbXB1JajwdpcVxd3+ALg+qBB3hZhuaTW6tHNqtsxkZmFP9Bb2xRQrJXdt5txFOi/ugj7GPb5ZcVcgd1NicEiiVj13ntwFmGYEs1IRRCzu2AYCjzRsq2s8sWXudHYaWSb3hnt4+87bK2yZGjzo4NphNbnTMLg8PaNAFdhWtkxP7khM7vqIsHlxN1ETjFWD8/HZZ3F0obNY3Nkm5I77mP01yF1O3MWBKrk5d84stY+1KW01uDKbs2VGU08wE3GnFCJeY8tcIu6Gt1/AjqSgQSdH7qyzvvechz5opYktk8w3PQMezjcTfvmXgb/6V70driDutIrATsOWWRB3AQtKtsyqnrvtwSUc0yVpmVhtbmeSmHirwt4NKaF4LO6ajqJpUkpBCwrBBLglMPF1U0rLFAH0Gj13I0yxe2HurKG0EPpkDCylvjVjQUkdISiuIwYDDI4jnMiT1vQq6xzjlM/vLyuEqhxFxxjXCP9lpayObZmFczsz8kJZBWFRacs8kSc5Z0zjakju1OQYwgIBqb+3miy5ox2MZ+3F9v1SD8TdBsqTu3ncdWAJeqzjb+KIxV1yw0Hcc0dF44Z5Q/yCZ2VbZoHcJYlYgrBaeqhhwESG3MEtFHfKGfBY3IlCipg8HiFkfgHf6Qww41gat1try9zZWZvcncgTSCNr/d4TNcEgGOD9196fGyraKC1zVXJ3coL9vm1M7nqsU2vLTMndirbM5KHYdIGdlIniIaZNA1VM5NMms7ZM0ce4y07VlmmIxZQ126mH1lBxPH+XhnlypyMEoV/MlprrVyiNdj13ySiEpj13e6M9fMOlbyjbMuM+4Ku6g7uTu6VjMHC4PAZGZ9Fzl9gyafOeuyAWd2Gnj2hD42Kypa1u1hvy4os47JKF4q4osoqVBHYIItKF8ipljJ6Pbamcc2dr52Su9POc8eJuU+RuNgPnXtxFOvLkLrFlFsndkp670WsvY1dzMC5y5C7Z5GSMQxMLN2vYc5eQOx5CJuMknnsOePxx/99C5HvutAIHPXVxNwgG5bRMgtIohO0LD+GI1/Xc6bktcxVxZyR6CtifVPRqSwlNY3GX2OI3MedMSihOIajPN1BV4k5K8HXJHYmwszsXd6UNPWNgKGlA7hREhS1TnEzAKcesJbE3sOlajZEMuXvf+4Bnn124bitWJKcrE33ptLdlFs+b978/TY9VRvkZy70euMuHZimjVnOnDYeN0jLl5BiBJQgoTweuFytny2QdjKNTHv9zivVA3G2gNGyB3BH0aJbczefJqXgmE2eisS3TwCGgovFw6PzBaf8AzIq7JC2TsDS+tvQzM6lgac/dorRMZ3xy4Gzm7SqZCzw6HiKIA2dCFiLiZCmZWUju1hR3SSLVWFYfw0RN0BM9PH798Zw101qzlNxpGLjJCtRpPMatjiqPQqggd8pp9Hg806ei1iF3Lk7VSxfYbQI+ViF3VbbMkG6G3J3EN+bsLp61MAAmVDcPVIlDProszJM7LSECL+5YcebRCuXFXfMHcTIKYaezg+H4APjxH1/49XvDWNxV2TKZAA+7uBjulkJ0NCwuT4Bh096zFcuoyPcvUtZ4FEKkI4QmJnedPiQ2N7stKW11M4IdRThy0VJyt2iTTsOAsyAekL2uuJvbMllR3MHUpu2uUtpqsA2KOx1NwUSIQJoMufP3B+0y5C7puVtE7u6+jB0XgvHAO1Diss6COYByAQIC21LcCR7Mxd3+PnD9+vz3LPTcnYW42wq2/O+XPOudgyUokbutnYdwLFwlIbJGrWnLlHjbJMB+VHGvkBKKwYs7SpeOr2hcSkFzCk55PryuOApBhKuTO+cwYgq7F9+UfohlKRmQSctc7kqqInc4OcEgGLTuu/MtNPNAlfS+GQTAxYv+PGlYkZqunKIrYaoDVSaTdLNWWQVh4MVdgdxJI9vPvTPGP+cvZPqc68jddAxhCQIi6sUdxVzc8S7Gpz3b9RTrgbjbQCnYPLkzBD0WznvucuTOQvAwJnctbJlMrLZ4TChSrucunnNHeG1apoEDjwVZ2nO3jNxZAKNR2ZZ5coggFr8d3sGMu6VkJqELJXK3AXGX3DzrrFZTNUVP9PDYtcdyoSrGqIXkjhD/UExETruDOsG+kNW2TOLyaZlOo8s70ASVO5+JRW+VnrskPprEISFtbrZatu+5K5G7YIPirpbcOUyg/GJw2c5x3HOXkrtMgII0EYLQL2a9RWdNckdcO3IXbzZ0eRfWGcyeeXLh1y8id5wHQLeLa93Lpb47E4u70eR0yZ2SM4j4kdTalsk5wu4WImI3QwMypVVUuwmWK6VwZKdLeu7cEltmTO7ouuTO0yIAZ0LutNXgUm/MlmnkDJwJhDqeSaW1F3dV5G6JuBsN97FLemAiyPfcWR8sBkp9uMN0+X07l5bJO9XirthzpyQY4gRtAJMO27i4m+optsKtfKCKtTCkIi1z6wI6uvr5Z4wGBfWBRisIIWUU3moG2DcVTgKl5j13gN8I2IRDIyF3THjBEF83yiofKgT4QJUgXP0ePZ1i2CXY2X4o/RCltDzEnJKl15UyspLc4eQEW+FWe3Hn5qE5uZ47AHj4YX9uNqxIz1be9JEwMbnL/HwXZzXE61Bp5NyWWei5k9MTmIYhg2kdHvpU0GwWQh25mx4jcBTBgnurpj5NFgD6vI/xknmc93M9EHcbqBy5EwKhJeiSYE7uMsPCVdyfJ5hotmCAjzcWLFjNlpncPHM9d1lyVw5wLggAACAASURBVH0D16ggd4t67mD8jkyVuJscI4gJR8hDRAxwJ4tvYGmgSlagbKjnLhV3bcmd0aUHZbEE5VAriLuT4wMY4koLw5TcFcRdj3dhKHJ/16RGsxG2w+2VbJnZhDHacNZY+r2xLbMNuQunsoLc4XRtmbCY6Jm/PpfYg70t01sFuyzE1GbInVEQYULuNjDnDrbVBk5CWAkh2HEhRtHi+UR7oz08cvERWGfz4RrOQsTi7np4udR3p+E8uVvQp7qJ0ioCj4MGKKWNnAqRiRAYzEchcLK5GWJxmfEJ9MsvLv9CpXBkJ7gQ1qRlcg5mmtkyAypq+6GblDaqZMvMz7mzPtl3Q5WKu02SO8YREAY5HXtxx/z9QTndTtwd3sYO73tyR5ESq8SWCcb8plzUpOfOpRa4QIT+WADg5s1acaeNTIX25d5l3O1v6BxdZsu0Fpai7DbpdnEhAo6mZQHm+8rXIHdW4m3sIm6h4vkuJRT1z19jzeb67pSC5iQmdxRa+fe23HMXrm7LHI0w6hLsdjKjECjP36NiW+ay68qTu2pxNwgGrWfd6dgNBhR67gAv7m7ebPxakZqtvOkjYdCxBCa7rk3OxfjvrIzy9+s4UCV7rPLeHZgvPtvuhxb77YDF5G6RuLMWmiIVyv2gj7F+IO7e0KWIhQjn5C40QI+GuUAVlSV3IoTgQeOHtyEOgq8o7irInTXGz7mjvDYa2Pu4M+QOS9IyF5G78VzcUUL9+7FkOORp9twliVR15C4Rd++88k68fPRyKgKX2TIBT0NV1P6GsH+8j+uuD0Lyg5hScpd576XT6LIwN9MnW8PpPVwdqpVsmdmEMUbbzVacp2U2FHdaItDO77TF1Q/6GHOkwuxwdoiPPN1umPpTN5/CH7z4B7VpmRZxulyTWXfZtEzewdRl5w0qBGEfQJyWua4tsyW5S2yZALCrBUYqvyh46fAlfPRzH03/vTfcw42dG/NZSMnrJOSu08F1cbE0686QmNydclqm0hFEfH01tWVKIxFqeFsmCxAFdHNBDXFp6hcG2fr5P/n5ciiTUjjSk/XIXZx8J5hYK/kz13NHKWjBDqrdKaRlthR3i8ITjIrAKfcWqtmJt2UyVxmo8gdXJniqP6q3ZZ7cwW5wAYRzEDd/H3ygCgDGwAlr5LjwtsxE3HUgk7/l/r5fSAOVPXfJfNTLvcu428PZ2DLjuWsltwml2JYER6PyvFlr1+y5swpv7VzDPpuUbZ9Spq0EJ/Jk8+SOCu+S0vOeO8GEfz+09rbMVa+p0QjDjsNOZ97bRYtW/NSWuYTcWTUf0ZBUQu6CFchdZq2W7bmzzuIH3vkinnj2R/HEJ5/A77/4+0tfK9LR6j13xKILkRfQyXmeiDurILSLh5gXyB2x7ccJxeLuD178AzzxySfwxCefwP/y5s/DqPL1JWdjBPDnSeXaSCmYuL8eAPrBAGOz2WfJWdYDcbeB8uRuLu7+h8nX4Qe//nvmtkzQ1P6oiKd8nInaMQTFMsT5JKwmC+3iDbWK3FntyR3lUDW7c9negiaBKhrW4/bhsHTxyOlxal8DgI6lmB0vtniddqAKsJzcccpxqXvJzyZCbFlZMAoBiPvuGvRuFOvW5DVcI1ulj1faMqHRZR3/oCzsUDnnMJod4upQrmzLTPoUWgeqxBsYzcldhID5OXFJ9UQPY2FTYfa51z6HH/3PP9r4GADg33/l3+Pjf/bxxbZMNWk0687G1wclNBZ38+tFWQXR8ec1o3z9QBWyeOFfLGNNajvakRRDnV8UfObVz+Af/Lt/gKmaQluNV49fxVsvvNVbwjMLNwXjLdjdLrZIWNr0MAm5O+W0TKXnEeGNA1V0hMDCkzsWQvJTEHfEQc3y78lPPvmT+LM7f5b7mJURTswUg2BQ/UKcg9qG5I4FjZ0dla9j5oKisufO2dq03VVq8+RuBkZ9aqicZchdEM9oy8y5++S1Q/xm92Y9uZvcw053Z54aGp9X1lkwP+UbnDCYpuQuCVQRHUgYfw8Zj31/E1BB7lRKpC/3LuNu121G3N2+XUHuCrZMWiHuAGxrhsPDci+WiUPDvC2z/f1MWo1L21dBHMoEKu65IyB+1t0myR2LyR3m5C7dqJQSCHzOwaobcLN7/r3qirntuHSPSm2ZS8idVWl6eFor9tw553LnZHbjbjgd4mf6X8YHxru4N72HTz33qaWvF5lo5fuCIhZdGuSJb3IdZMidMC62ZSIn7hRx7WlxHKbyiWc/gYma4ANv/gD+r4t7OKnYuFezMQQYgjrXnNbelpmIu3CAsV3dGn/e9UDcrVvGQFH4YcYAwDkekgKPhNfnaZkZW6aG8z13PKwVVqUfEX+PXbaj8slPAlev+pt+UsnNMyMCfM8d8T13Fbtzzrnc8FMCsrznDnlyl+3riWZjhJ35gid0FNF4sYXsNANVFvXcKaNgnU131rIU0lrTzJbZMAU1W/vRHVynZTtX8mC2UTZQxcxtmYW/yViNEVCOQeRWIndZW2brQJVo6nfGm6Zl6ijtxUyqL/oYM5tuSgynw4UD56tKGokjeVRL7gxsY3GXhCEAfvByVtxJqxF0/XntbZnrkTtFbDtSmiV3U4eRzZ/PUzXFYXSIX3n2V/Dq0at4qP8QQu4t4UVyJ2Jyx4wrj0qIxd0y2+e6pbXMk7uGtswcuRPkdMhdgcYro0qW9rGL0GOd9G9SKs7B7DJy5++7ggWQa8S2G6tz4q7UcwcLRTcs7iLVuOdu2RBzoyJw5u2p0TQmd9TO59xlyJ1iBJrR2mt5OBv54dPxMPdEtCRz7sAYGGlgy4x72JKeOyFCL+729/0IhGSTqhCoYrTMk7uOPRtbpjGwhFSLO8NxdHyn9HET23kZWS39VzqFYPcSrk9YyQEAKaGJw2531/fdLSJ3+/vASxWz8ip/qIRiJO65m2+kp7bMKALC0KeirmidHx68ih2TF2SU8vwszniI+bLrSlkNQStsmeOxt2W2mHVnnQVxAA1icpd5Zg9nQzzEt/HEzWv44Js/WOq1rqrIyNV77ohDlxb6GovizsbiLrFlZp6Zktr2tDgmd/sn+/iOR78DTzz+BPqWI6pIHPXkjpWcZUlZGcFmNkP6ne0H4u4NXcmuUZLKxLk/oZMUL3hxlySfKWLBg463ZTa0CBiCxbZMa4F/+k+BD3/Y//tuZjFc2XPn7Sic8sodDP/QIyCxOCWEgIDAVaDupDRs2nOXLG6SC1fOxukiGAA6jmN2snihmCycTiNQZVFa5lT7MJXEHhnyMO1dM3bxnDsgeU/bL8r2o3u4Hlysfk1HcgsPCS/udMXswdFshB3aRyjtSj13OVtm60CVGUJDakc0FEsamaaoJtUP+hhTkwqz0WyE4WzY6qEsjfSLh6Svs9Rz5+a2zCVCQKkI3Plzocu7mGbmqCmnIeLzmrJ271VVabKY6hTLuLlNeGdsMLT5hdJUT3GldwUfeeYj2Bt5SyYQn6OZe0/aM9ztghtbeq8NcbisBYbydAe6Kh2Bk3bkLrVlcu6vVU42k8AXl3UWjqC08FdWle7fR4iwLWqoHZCKu0UC3iffBQh4AGXXIXe6FKiSn3Nn/f1jQ6WtBp/JxeQuGaZtzHJyp2Z+zh0LIKM4UCWxZWbJnVKQHNCc1JM7dYydwRWAUjCH1PqV9txRn7S4VNzFtjsW3x+DoAdJTN6SCZTJnVbpeX2pewkHmxB3zgF37gBXrgDI2DLh5s96a/0ohIrNhm0rcHRSTrS0xsTibsVAFWcgdi7j+rErBTNBKSjqcLF7cfmsu498BPiX/7LhDy2Qu4y4E1Sk4s6Tu9XE3Wh0C7su/6yqIneGohm5IwVyFwSAtdji/VbkzjjjU3FFmdyNZiPsBBeAmzcbr0siK1cid845SObQZeFCcieN9LbMXg/cFmyZ1LXfUBiNvLg73k+TxgPQyp46NZtAkHpxZ6IZuEG69ut3tzF2D8TdG7eUguJkHrmbJPUkjd4ABNj8hkMchOiA82YDNZ1zsDEZrN3J/qVfAj7xCeDJJ4G3vz2fNFjVc2eNn3PHRKUH3dj4hpHphaIgqUWt8m2ABd/a9hcbMsTLOS/uehlxB45oskLP3aYDVSrI3URNctaLkIWpvbERuWsRlJOtfTPCtfBS5ec4aBrvDMSpVLzaljmcDrFLugg1EMn2/Qw5W2ZbcidnCCxpbsu0CoHI7/T3RR9jotNzOLECLho6X3rdRNwtClRpTO6iNMGxK/LiTsKk5/UmyN1Ktsx4obl7KDEi+d9lqqb4W9/4t/D51z6P33n+d3Bj14u7ki0ztoqj0wGvCPzQxOECOpiZaKWNi6altEx3tBuTOx35vs3UlomNkrvkvVBFcVdB7g6JxHadJRMAhFgcqOJcnMbIIVi4FrnTpZ67MrnTbcnd3bu17o2U3C0Sd0BK75anZUbgXCBMxJ1SiIjz5K4g7lJyV9dzZ8bY3fELP2aRDlnOBqpwytM5nfUH5QMzErHkbZk2n5QJlHrutCn03AVmfXE3Gvn3Ok4anqhJOS2zrucOwLYLcHRSvqcaG9syVx1i7jSC3Uu4NtLYP3q18EkJTbzAXUrujo+bJybHdk9BRX4j3WZsmWEItoYtc3h4Czsk/6yijOc3auL3e5k4yj5j0yLEDzInYTtxV1irZTdkh9MhdvuXgJs3/bqkCbmzaiWir60GswAXncXkzigEypZsmdb5MJNVyd2tk1tp0ngIVinuZDRBQDiCmnurllPwzK/e7+1gjNN73p12PRB365aU6a4RAH9jL4g7nuu5c+BBCCE6jRZKCXbnIqzf8b13D/hLf8lbQ/r9ObEAanruzLznrmKnxDjjaYWY34AWibvE980vP+QvNmTE3XQKKSiCYP7QDwnHrKG4y9Gn2czPM1lz+OlxdAxOWCW5S/rtkmptyyzM+Gtat+wRrncfqvxc1tYLJOKu65PfCiE3o9kIOzZAYPzNrG0po/JpmW3InYoQONqI3BlrYJ0FDyrIHVHpeZuEeLSxZiqj8uKuNOeuec9dzpYpephm5qgpZzLkjq8fqEJXDFQxBjtHEYYk/0Cb6ikudC7gu97zXfgXf/wvUnJXfND7tMwF5A5+sOsOH5xqqIoPVEnCfPhyGzpicqfs3JbJsFFxl7wXSjYgd0RiOyj3zaa1zJaZkCEmEPAQao301aItk5m8uNOwUG2f/h/6EPBbv1X5qZTcLbJlAo3FnVYyJnchpJx6ckftvOeuYMtUi8gdpti56Mkac/MFZDLnDpT6CPllMexa+79PTOGCoAtFasRdwZaZkDsv7tTCcLJGlbFkAvVpmbU9d6SDo0m1uGOENg40Kpbf8NrC9Uhg/+4LhU9KKOpwqXdpObk7Pm4etiIlNEMluUttmUEAzsXKtszR8R3s0n7uY5Xkjjh/XS1Yn0iryz13gBd3EK3SMv1ajdaTu60rwP5+aUOvriKn/KZxRQr3opJGIjAAK46bqLJlpuRu3v+aHNs6tszrW/4aDByrJHMqmkIQjoAHkBWuCKMkmJvbGfr9Hb8WeZ3WA3G3bsUPlzT9qILccVIgd0EXQoSNdlKS3UUqltgyk6CP2LudVoW487NsSKn3JilttT/Ji+SuxpaZfD258lCZ3A2HkIMuAhakX98hArPp4htYbaDKYOB/1wX9f8vq5PAOrh7ZWnKXFXclW2bRK1+olckdGZdm3CXFQNIZcgAgYRHw0O9CF2YlDmdD7BqB0ABR1H5WXHbwKyPt0jJNLO6afIeKm8pJp4LcOTknd/HMvoMWA7SXkTsL55P6Gog7lZkX1g16mBL/Ws45aGIhen4xzyhfLc02U5osHnBdrGQUAkYj7M4IRjR/3k3VFF3exfc9/n04kSc5W2au5y5L7nS1LfMsxJ0uJLU2ClQxGXLHQ0jqNmrLTN4LXaA6VeTOi7uapEwgHoWwQMBrDcO80PADstftuYs3ohgDtbZE7kxmLECjGo/T+3vp0JvYMoHm4k5H4DxAwGNxF/fc9UUfxhm4ZFMyjtfXDPXkjkrsXn4LgFjcxc8xP+cOMbkTy8VdkdyFPUhi82MQkt8xa8vM/C0u9y7jLlfrk7sKcVeyZcYkqaqV4ALtVo5CsCYRdyuSOxgEnT6u2x727xXGh0gJDduc3DUVd0r53AMm8mutUs+dWNk6P5zcw47Ib9zQqlEIBJWOmtzhOl0mdwAwGGDLBa3IXXGtVuy5271wDbh3DwK0GblLxF3LzYe5uOvkrZVVgSralNIy0w30FdIyT7Y7MNZgK95YC+rInZwgoNznXVSte+UsbcEAYnFHzcbnpp5VPRB361bG7w0gL+4ygSrJgl9R5+fciU6ji804P7aAclE/HDor7orkrsqWmcy5o9WoPkX9JXLnL4hf/Owv4of/ww+nn9NWQzjq/f/xwz9NzByNEPVChGxOaEIaIJo1m3NXtGX++f/4XTjYCddawJ2Mh7g6ru65W0ruWANyt0Lc8j6b4Pr2w5Wf445Cywy5IwaB6HhbQ0HcjWYj7CgWk7v2BCO1smAVW2aEALTRKIRIR37WT1hB7lw077mL2pM7aTPiLgzrbZkNeu60lhlbZg9T4t+PE3mCrmUg/XgUAl+9nyP9WbRdz126aLx7Fxc6Oxix/M+f6im6oot3P/Ru/PVH/jree/W9ABbYMrtdsApxp4kDCzvY5YNTTcz01Dgr7prZMkPlx2l4cuc2S+7i96kYklRJ7qjChU7NjDsgTstcQO60hmEEjDAEorMmuTOlQJXinDv//y0Wu0rVWuXWFXff9gvfhi8ffHl+fEr61FDRQaRickcsQh7mqZJSUAzQtJ7cHQqL7e3LAODTMvWc3KXijnEYuaS/pkDumAhBHBDtv7Kw586Yec/dxe5F3ONy4+Kuboh5rS2T9XA0K7tnjDWVaZk/+/TP4kf+048sPSxJDILOANfoNm4d5m2ZLoqa99ydnLQjd7Sm546JnLjTK7orRrMhdsOd3MdYlS0TDpqRheLOp2UG5U8MBhgY1t6W6VBP7rq7wJUrEMeTZuIOpjRXt0kpNYvFXQC9QNxJIyGkBXo9MJtxRtiE3LUXd/tbwPWt62mvXABWmRSu5AyCeldE1ZiZkrgLtzDu1Ac13e/1QNytW4nfu9hzlwlUEYRBxw8UTQAR9sBF6O0lS3YFjDVg1uNuW/e11s6b1RuQu3zPXfliikyE0BbIHaGw8ULn9vh2rllaWeUviitXcrZMZZUnd70wT+5YgNkScZdc7EVy9/z4FdzbCdZawB1PR7h25DCuuIlOlQ9USf4u+Z4726znboVF2b6IcG33LZWf4yTfc6dicscdSftHkhpOh9idYvWeu4wts3WgiooQgvlk1SWVDnKNe0aS6os+xnaWS8u82L3YTtwZicPZob8Otrcr0jLb2jL93zwMetCwMNbgT2//Kb4pupAuZtcld845aNZusW2s8RTh4AD9rUuY+CjA9PMJuQOAT33Xp/DY9ccAVNgy4a3i6HYXkLsudmjvdG2ZRmaSWnkjcZe1ZYYsRETsZsVdYqcv2jKryB3T2O4sIXd2MblLNgqFCCHdOuJOp+ctGAM1xZ47f422sqktEndG+VEIhc2aUgUBEEUlcfeFO1/I0XmtJTgPfV+bmgFaY0YMQhaCEzY/f5WCpM4vSGvEnaIOYTyPkmXumdlAFUZ5c1tm/AwgQYC3RiFeGu416LmLaR8LPF0+BXI3CAb+75rpuTN14o73cVgRkJTMR/QCen5u3D65jdsn5bl4xZKwCLoDXOe7pbRMqySoI9jp7JwCuXO+546w+YaMyffccR6sTu6iQz9OI1OlEK3G5C5OJy5Wv4+Bpq3SMv3mfz5QJddz190FHn4Y4vC4mS0TejVyNzlGYOP79jJbpjJzW2YSuhev81axZd7q2pzrKSAcsmKGtJRTBFTE8ykbkDvR9+JuE7MYz6EeiLt1S6ncbIw0LbNoy8ySuyD0hIfTpRdRSu7EglEIxrQjd0nPXY0QkUYitLRE7kxmfkxWdHlyR/zDpsqW2QsK4i5EtKQfTBoJTnmJ3EVGYtoL1iN30bEndxU7lxM1Qe/2PR/c8m3fhvDLX01FUiNbZpKC2gLlK6MwEhpXdt9U+flSzx2xCETHp03JCnI3dQiNv5m1rZwtsy25UxECcN/3saRScVdF7swsl5b5jovvaC3uxmoMMz7xPZoZcueMhmsh7lSm544EATqOYaZneObWM3h8vOWvN6w/xNym8eztRiFwyoG7d9HrX8Ckw3LCJiF3xRI0s6lj/E6t4LEtU5nSAkgTeHJH+6lN9jRKZzcWKKt3KmQqMhECaU/NlpnYnlWBkFeSO6ax3ckvAHPFOZhZMO5CKU/uKPM9d2uIO53tuSPEp0Rm0zLj91YtEzSF46sVd1p6+kuWXPwZcpcMMTfW4LXxa7n302gFLkKEoustVkql5M7TiQy5o/C0pEbc6bjPHUApLZNZxOROlFwQpUpsmYnNMQhwYxJi7+SVxT13Rqfrg42Ju9HIz3yNKxF3jgCuQO4q0zLFAEcVvV3W+gReRvOjEJRVlX1MudLab3QHHVzvXMH+LD9qQckpOAi2w22/+bbJnrt4DSYwF3fFnjvGV7dljvSJH6eRKb+hl3nOJz13y8gddG49lNZggC1FcaLa2TJ51paZGWI+mo380PWHH4YYHS8nd84hItZfS23F3fgIgaXLxV0mUIVnyN1c3K1A7oIoTcoEgBC8sqdOqQiCCQQ1G2clcRf0MQ42P1rnrOqBuFu3Ys//sp67xJapqSd3ggmogNU+kJJKyB0NgsXkLivuGpA7Cm8h1BUnuR8MXNFzZ+YXYvZGr0yG3BXF3WgE2RG5m1nIO5gt6QeTRmIQDPJ4fTbDzETrizs9wdUTYDwrP9wmaoJe5IC//beBH/gBBM89D/ma34FsHKiy5OZerNvj27gyY2CD6l1/Tli6yHTOQRILIULfi1dlyzzRCAwQrSDucrbMtuQutlo2ScuURiKsEneij7Ge5NIyH+m9ubW4A4Dj6MiTu4y4Sx4ejcmdVelgbQiBrqWY6ime3n8ajx125+SOi7XIXUKGbBtyl4xCODhAb7CLSWGXcarn5C5buVjsOO2XU76Q3LGwix3SPV1ylzn3aENbZpbcCSr8rMBJ+17TukrnkxbFXRW54wbbS2yZzDSzZQrRgVxjtEau544Q+IyE+etp4t9b3eYeIeVicVdFI4pVYct8bfwarLO591NrCSYEgiAWd1ojypC7NOU5DunQ1NWLOwrwwF8HWXKXzrmj1MfkLxN3Wvs5d3R+P7gxCbCn7yzpuVPp9/hzdAPibjLJWWCTdgLq5s/phWmZwTaOdPlvaawGpWVyp0x5M6NUsxkkJwhYgGv9q9iX+cAWLWcQYNgOt5eTuza2zITcsTy5K41C4IF3S61QQzPGzqAg7oo9fFrHtkwsJ3c14m4g0Y7cFWyZJJ5raJ31PXedmNwND5eTOykxE2QlW6acHEO4BuLOKgjpyV02LTMVd21dT6MR9umkQO6qA1WkmiGgAQLRrRR3RhcCVUQf4wAPyN0btorkriIt0w8L1+nOPhWB330M+NLFpXGxuBNBs567oi2zgtyZRuSu0HNHaJqWqazKiS5tNYStEXfDIWSYF3cd3sGsot+teAxbwdb8InUOOprCOINpt/C+/cRP+MTQhnVspri2SNxZ6pNHv/3bEQY9RGNP+Kw1y8kdFVAhb7XztX+8j+sn8H+7iuJg6eLSOAMC3+/BM7HeSQ1nQ+we+dlfkVpB3BXTMtvMXdMKAWlB7sBKtsyABV7AzmJyN9zHI7/+n3EwbR6okjzEjlRM7jIP2py4a9Rzp8CTxZEQ6BqKqZp6cndHpAssyvjKu8IA0hlbbchdOgrh7l30ti9hUthlnKoacpe1ZWasgJ7c6XLPHQV42MUu6Z5yz12WGvNm5E5HCKQBhAAhBIGjUNMNiruYbBXJnbaF98k539vV261/sTi1snYBo3Ua2BEEXSisI+4yPXcAaCHa3sQbhcWgmIW1jNxVhUQUq0Lc7Z/4zbMcuTMK/z97bxpr2XbXB/7WuPcZ7lSv3nOVbWw/GxzmYJqARUMbE6xgoiSdD1GajhQ+RKKlfOgoSIlopZMPKIOiSB0GgUQr0J1uvhA6okMspLTDHJMBBydOMMbGPGO/51uv6lXde8895+xhTf1h7WGtPZyzz731bCPXX7Ke69ate8+091q/9Zu4SCGTgLmDRsITzzy7kLlzvrNvF7hLQnAXeO6s8+8LFx4U7EoJ7HjuIATedknwUpI1fXP113vMXfVvBPMHEK8buEOwQa5K1wfBXXqClelvWutDgW6J+STmLs9RcgrJJO6e3Me1y6O0a8/cUQ/uyqeclkmc99yFssz6sKj23HFx0P01nEtkTZ1GPZSy+CCzYu40xc7AN+UM5NBByHKJo8Id3nPnEB3E1+xdw9zdvw/x5HK/BHu7RSGIPyi5iSzTUbCugqUL7nQBYeHTSwMf8I3B3cUFHuC6ScoEKlnmwEGE0gUElxByTJZZgKPD3Ak8A3dfslMzd0M9d3WgSpXgpK32Rd/1KbOYyNw5n0I0yojsClQZ89yBQIycZBVmgLkjbRVCV5bpPXdowZ3zp2gtuOMxcydmKPbIgUpTYiEX7e9RCoX0zzGbixjc/fiPA7/3ezt/XjhrFF6WOXBCtlVbzDVtGCXJJMqt/z7jpgSqVODugMX7wfoB7q1cI/HrDictuCtNCWkpwGPzeD2X+SVOL3Of5KYOZze7PXeHsFFaFUiomO65c6zH3BFCKjkEgLLERXaBL39obsTcrfSmJ8u09kDmzrQx5jVzd1Vc4eOvfRxf95AEnrvbMXc1iDiIKa2rEB4/xvz4rgd3E5i7SJZZBUIJKnygijI90GIqWeapS15n5q5sTrQnB6qY3AeqVNelBEexJ4n3kGk8d8Em1Tm/KYmYDK2xSslu5o4QMJC45Df+ZY3sT4gU5a3Bs7xKzAAAIABJREFUXXuvooTGsszqGu16CXfOPs/dAeBuJmYNuKv92xFzZxSYkP4+ZkrP3KFi7rqyTLLDc2d9fxYX/j5DMRKoQjl0Inavx5WnqmHupMSLn73GS29I2vUXGPDcaXDm19LXm7ljoB3mzg2Cu5PZKVauf++z1aFAN612EnNXFCi5XzPpnefwgpvh1U3r0/PMHZ3G3B3quSOB566blln33N2GuSMFTjvgrgcWKz+32uO5K6HHmbvcHpyWyTsH8Zz6Wp6L/KKVZT6+3P/+ZRkKQaEIDgd32RoSFIyKYeauWmdLlUMQ5q85EwSq1PUkByieYC1wdYVzddH33I0xdzyBFDOogYNDrXJfK1HNQiyw4e4ZuPuSHaWgqeunZQaBKpzyxqPBrf8ewSaCO6M8c7dL9nWDQBUKAs4l1BC40wUS05Vlxsxdz3Nn4cFJkgCbjQ9UMcqnZUqKhLeb+FTOkevdm4paltn8njxHvvAsT5by+MRvtZp8ARprkBOD53elZRrSMEoJT5vNog9UmcDcicPA3fnqFdxf2dGOqB64qzT2zPVlmRf5Bc4eb5EsjlDcANw1UhbcRJZZQlIxibkrjE/W7DJ3QHVTPZlDf+bT2BKNF1/TNwN3NuuBu/pUcbLnLki6gxCYaYIPf+7D+PI7X47ZOm+Zu1ucCgMhuLtBFcJrr2F+9gKyToH3GHPXlWVGzF3ZYaSq7jUuEpy59HWuQmg3wVOZu1IVSBxtvF4J2I0qQEYfUy3L1PFhFhCDESiF1cz7iXYN3QXulGqZu+T2zB0PwB0DiTZO9Wu7N0Sk8/huDe6SpM/cXQ8wd1qByxQyWaAwZcTcRVUeSqEk1rNhQ2up9gER9WNjjsQ9d9Z5WSblMOmeFOYB5u7Fz2V46bnODa/L3FkNVvU3vt7MXchMNp67gSqE48WdQXBnbuO5y3OUzMsycXaG+yqNQlWUKsDBcJKc7E7LdO7wtMyauaOsuS6jtEwpwXepn/bMJdc4e+7N0ddop4vTaQ03JVAFI4EqyyWWW31Yz50dYO5oy9w1gSqvXeyXZWYZCk5gKWAPYfQBqHwDCQbW7XtVCh98O+Ay/16qMvddppxHaZmlrta/Q5i79RpIU5xvX408d5JwFEPMnfGHh1LOUGKAuVNF468HKuaO22fg7kt26o6VHZ47L8tU0KqipBmrQADdD+5U4QNV2I7Nzr4qhMUiutlYZ0FBK+ZuRJZZMYz1+LTMHZ67+vTo9BS4vIxlmYLGskw5j8vJB0YZFYO7LEOx8AAxS1i8CB8A7jZqg7mmWGoy2nM302gYpUQkKDL/elpnwdiEnjvJDpNlPvkM7hdiNIwgpQJZdfNTRgXMXT8t8zK/xOnjDZL5SXPDPGSahDHcIFBFl5BMTvbcSUcH0/UWcoHNUYqrf/qTOLYCL7yWHwzujpNjrEgJHB3FssyDmbuO584QfOgzH8K77r0r2mCx28oyq032QUxp7at6/BjzOy9g25GQjDJ3HVmmYoHnrtQ9H4mmXgZ8auXrK8t07Yk223W/C6ZQmZf3ViMJbyS9T2PaEKn4fgfEYARKYStJVKMyNDv7wwLwIGTqO9RuOA2rWw0F6QSqVLLMpwXurL6x566RZYbMnVVgIoFM515i1WXu6s9oWXrmjgx77ky1Sa3ZK+ZaBYqXZcLLMgmDTsVumbbW3n8aeu4ugZcWnTV0oOcuClSBuT24y7IRWSZpN8jGX0GDsszFHX9/7IyxJvDcdZi7feAgz32gChXA2RlOSxodBmlVQJAJnrui8HuaQ5m72nNn2+szlmVK6JscwCnlJddnXeYuTvSt90f7wF0JA8kHUmWXSxxt9OGyTOv6zJ0zuMgC5u7R42nMXbW9MYfcFwCU2QaS8EFw99//D8Br6sr/sa5AYszLMuu0zPpw85BAlfUaODrytpZIlikGA1VKXUCKtAJ3A8xdEJ4GADM+Q0kszObpKUE+n/MM3N12glMjAMNpmdVJiiozz9yh6iPh+zs0jPImT8Z2BFV00zK7zN1y2fHcaVAHcDbC3JkC0qBfhTAiywzlpjg9BS4udoK7JJkj3wM8eoEqeY68AXfB62aMf74TE43W5RpHJbA4fQHrsRJz1TJ3UsyazaKZEqhCBZQ8kLm7/Czuqz6DVc+SplibtiemlsxyR6A7xfIX2yc4Qwop070AemiUVRD/6aPASy8dztwZBckkzIS7SiMvHWPujhNc/rP/C6fzO3juSXYwuLub3sHVcdIetlRjrMGSptM9d1ZHzN1cE/zmy7+Jb7z/jf7aqqS0jMvbyTJrT+UBJ8tNFcJrr2F+942+CmGK5y7suas8w4KJirkzw8ydTHBmZLtZe/ll4CMfOfyJ7hhldXOi7asQJhwS6MIH81STUIHiKYI7XV1DagJzV4dJ7BoWKCAGflnguZsPSoemThO2U433z4bF9TeUZa6HN57aqBuDu0aWGXnuNLhMkcyW3h+jFAqnWubOtcydItY/n4G1VBftmgsAPuui6tSyQaAK5dDJnqCuWpYZpGW+YQ1seEdKN8TchbJMPCXmLlB6tLLMNlDFGQNLh8Hd0dFzWFHVK7GP0jJDWeZk5g4NcyfLWLqsVA4egrux++/1tU+rdhO9X2UJTWzF3PGmZ61bYs5FcjPmbrXCKiU46STheuauff3qz5XaF6gCCyEG1vvlEstNeXDPXVeWyYhnL6O0zIevTWPuqo/2QYc+AMp8Awle3bdjcKcpcKk8QFK69F2mnIMb1zJ3ZZucO3nWa2C5xIP1g0iWmVCBcoABVLqEEIn38ZL+7zGqBAsO2AkhmDuOzfr1O9B8PecZuLvtBKdGAIbTMisZlC5yz9wB02WZuqyYOzHNczcUqLJYdGSZFgwUQiTQA9Kf0vhAjjHmTlkVG6VruekQc3d52d7wq0nTJXK7+3mXti/LLOb+Z2QyAHerqs5g4infdb7CMrdYvPAmn8rYma3aYl66gLmbNTIv6wzoFOZO0AM9d+e4Z8dP/Jds1gF3AIQAA20qNuq5zC9xmpz6zq8bgDttNcT5Q+ADHziYuTO6RMKSSctnaUokjowzd8sEF8Lg7M4bceoSrMv1pJ4ewH8e7yZnWB1Jfz12AlUSIkAJhUrENFlmEJY00wQfe/SxHnNH+bRetrG5rSxz9vx9D+4mMneR564OhJrNwEsVg7uIuRNtFcK/+BfAj/7o4U90x+gOczda/RJMofKIuUuIuFEFyOhjqqsQwtL3EeZOTQF3U5m7ZHYr5q4B/tXQ0IsFz9ylCr3DoZ2zj7k7xHPHvefOOYfz9TnmYt5h7jSYTCHTCtxpjcJpz9wx3h5K1uAOw8ydLrNmzQVqWWZVhVAdcoKQSpa5pz91IC2TAHgbOcVLFy+139f13NXBR6jWh6cF7qp7j3Ou6bRkaMvHndEgDk25czhieQJpSdQ1CLSHAt3Uw6Hqj97kOUrqGnAnCh2/p6qcxtxVjAwWi2nrulIeMFEBTnjD3A157m4E7i4vsUpcT3LNuIh+XsPcEexh7uwwc7dYYHFdYKu2kw8KtdWeuQsO4jnluC6vwShDylPg7l2I1SY6oBqcLEPBbhC0BKAsNhCU+9fEDoC7KplV6cIzu4zFskxVg7vDmDt1tMBFfoG78zbJVNLhQJXSlpBi5n28A/dWXcmGw1k4js329bMivJ7zDNzddoJTIwCDaZm1R0CVWdOjIaiA4uPdPPVYrUBBKlnmDQNVOsydtQaU1J67/oe80CPMXQDu+sxdJQ04OwMuLyFoEKjSAXdJuvQ+ih3TS8vMMuSzCtwltF2Ea3A3lbl7/DksNcVifur71DqT6QxzhZa5S2YogyTDvbJMegNZ5vpV3MdwUiYAHLF5BO5EwNyF/h1tNbY6w9HyDhKW7D9pHRhVlxF/8IP+tP9Q5o4nT4e5Wwhcvv+9OJ2dgS6WuJOc4kk2LRG1NCXu8mOslqLH3Nmq/2su5tgmZFoVQui5q17ub3jh6/21Wz1+tuvwZcI04O6AzUcoy5y98CZsqYELwd0uz11QAq0YGs8dG/LcEYAJiTPFW+Yuy566F0E507A/3nO3//UsdI4E7TUpmdzboXnI1OBHh+BujLmrg2l2DAPd47lD5blbeG/WDafL3LGBQJXE+BCByfMUZZmCCbAqsvz8+hxvOXlLzNxZDZ6kkPOjGNzVzF19nVQbez3iudOq8MxGNQyB585oVHtZ71Pad9hTyzKD+wEAvJjcw0uXHXDXZe5oyNyZgwMrehOAO2UVKKH+NQ1kmdZU4HVoFgsca+ZBVjBNFQLtyzL3ridF0YK7O3cgCx3bNyrmbimXWJdr2DQZZ+6Wy92BK+EE6ikR+DGb5Oe6507I9nNzwORPHoKARLkBQMXcBfun+nOlqdudlgnje0W7M5+DZnlz8DFl6jT1iLmjDK9tX/M1CP6BQpzd3c/SV+COupswd1tIKnrMnS0LWApcWH/fKANwx4NamEaWeSC4e/WOxPPz56ODLEkESjfkuVMQIoEYA3cdWSYALCCxyfp9yH8U5hm4u+XYsohNywNpmXU6nS5zvzFHIMvc67mbIMvc1XM3xNw5CwoyytwVpkCiXZ+5G0vLNLuZu4JaJCwIVJkdId9zCliaEguxiJi7fOYXyEzgxszd+uHLOELSlmV3xvfc2TZQJVmgqG601lnQPafTTQrqIbLM7CHu0/GUvSWf47oyv5embIC3T8tsPz9X+RWO2Rz09Mxvcs0NZZmFBn71V8H0jsLlganBnSPoyX260xwgjDF33/YtuPzu7/AL1HKJu8nZZGlmaUrcZUdYLXwqV1eWyQirwB3dL8s0GpyEzJ3DO87egZPM+rCW6lT8toEqSh3uufOhGRR48gTs7vOQjqLYtgvRrrTMBpjUgRM1c1f0mTtDAC5TnCrWeu6ybHSjf9NRrg0amOq5K3WJhLTXZEIlivIpgrtalmn3MHdlCcX2M3d0L3NXp2UmKPd4d3aNcR3mbgjcaTy9EnOrm0TKnVOBOwBNkfn5ugJ39eviHLQznrmbL1HANAyql94FzHNZooTxm/YhcFfExcQ0rEIwGhTBerwP3A2kZQLAi8dvjZm7rufOtaymYMKzjk+RuaslmUDcR2uC59ebxQLHivTAnXUWjPK+585O89xFzF1WRteINgqCcDDq77/rsQ6x62vP3E0Fd0p5wMREFLbTl2Wmkw6MurN6/Dkcm/6hLuscuBujfcjZPuaOWMghWWb1fGvwO2V8D3KfuXtt+5qXZFYj7r7QrDGjs92iIBYLww479IGXd0sqesxd3R156eoqBB+61pVlNuvfriqSz3wm/vN6jfNTHvntAECOyDJLqyClZ+7UQKK31mVbe1TNgkhssqvxx/RFPM/A3S2nbrVvpA9DaZmsYu5Uu9AIJnzZ9SRw5wNVdoK7MC1zD3NnrL/pc5EM+jp8MbAbZe66gSraaogaDAaeO2WVZ+6IjWWZ8yMUAycr4QwGqtTMXQjurq7a5zlhrl/7HJYsxSxZonCqJztswF0ty0yXTW2DB3dPV5bpnMOD8gnu8dPR71nyOdau3WTWnjvWqUK4yC9wRufA2RkSkQ5KE/aNUjmEMsA73gH6H34L1tm9QK0ebRS4SEDcfpDSgNQx5u5PfScuTlO/QC0WuCuODwN3ZInVnPVlmdVnfyZm2Ir9zJ1yCjyQYc1KeL/dw4fACy8038e4mCQjHJu2x3DHz3jwIP43ToPlpb++hcAcAtttuxDt6rnryjLrKgRexNeE09r7dkSCU8VwmV/6z8PrwdxZ3Zxo+xPgaVUIksbM3U0qQMbG6D6QG/fcBZU4I7NXlkn85kzyxCs7bsjw6E5apg/aiANVUoNe2u7O2VVifkNwtyk3eLB+gC87/rL2M1kUMMwXi8v5MUpiUNgSKQ3W0y5zNwbuytzX9FTDgr4/U6ligCqEIpkYqNJl7u5+xR7mzjSKD8mkZyLD9cEY4Ld+a/fr1p0gUGWrts11zkAD5k41zGRv5nOcFH1w16RldgKipjB3NtvC1PkDJyeQhYquRaWLRuF0nBxjxc3w613LMieCO1cW0Ag8dyPgjsnkRszd6uIBjl3/0IYOyDITMCjqRsFdfQ0yMXAINJ8DWYalXE4uMvdVCOh57l7bvuaTMqsRL9zrdXV2x243UNRh7vhh9wUAZVExdyw+5Kx/zgXqQDjP2ntZZuC5U7UtYYS5+/Sngfe8J/7aZoMHxyRKygQ8uBvaXyqrIeQMIplDUdfb13jmriPLJAk2+TPm7ktyVJlDBN0Yw547n06nywKiK8vcF6iiS7BKlnlT5u5/fuen8Ie63RhbV3nueOKN6J0PuWdVBpi7EVmm99y5PnNXZkCW+XSoKFBlgZxjJwAarEJI/YWXcfSZu6myzCcPcMQXoOkMMyJ68oet2mKem1aWOVu0Mb3OTJNlcjp5U/Yke4IFSZAuxpm7I7FswF2XuQvTpS7zS5wiBU5PIXmyV/o6NDrb+pvv+94H8ku/5N/3qfp/4zd4zO4Hd4UpfCLrEHMnFtiUGx/lnJ4BiwWeo8vDwB1mWKVkMFClYe5mHHiyW+qpTVsNASFwljt885u+GXj0KAJ3t69CGA5U+fH/8ON454+9E+/84Xfgv/tf3xT9nbEGbLMFnnsOACJw55xDrvNB5o6TjiyTtrJMnpcRc2dUAWYBIiWk8oc0G7V5XZg7HcoymWi62HZNaVTM3PEEhXqKnruKuQtfk1HPHcWkQJVdPXe6kmUKKlBycmOGp3uv8sxd8L4SIDUx879zrPX/G3nPTfDe7ZwOuDtfn4NTjtP0tH09swxa+ARLuThGSSwKUyKhlRKGVfK6KnBD7WLuypi5CyshGs8dquJnyXeuI3XUfRNQUoO7N31NH9x1PXdBoIqGgSuDx/rRjwJ/6S/tf+3CCQJVQuaOEdoACGsMqNvB3OVuENxRWnvuOszdnsNClW0gHPUH3Yz5g85N+/O1qsI0AF+HwPQ4c3eALNOo0ltXCO0FqjRVCE2gyg2Yu9UjHKO/TnWl+MZoJOAw1H9WhqZJieYD+4jq+R4lR9OZOzeRuXv+3l7PXZmtIR2FcBSqOOweWqocksmq+6/93NTg7pLU3uWqy5QxcB2kZdbgbszjX3oVWDTrNc4XLgpTAYIDlO6PcAoymYEkCYQlvc+z1mWvNmTBUmzy6QE3X0zzDNzdcnSZxzrdgbRML8s0lefOf+9BzN0+z12YljnQc/erx0/wimkvjKbnjlUAs3Mj2sfcDaZl1sxd5bmTTKJcXwEnJ/6GFjJ3PPVAbceNu0nLrDcfeY4i8a9nxt3NZZlXj7BMlkCaej11JzGzAXc1czc7ah7DFOaOUw59AHN3vj7HfXYyWmAOAEu5wDX8z/Pgzg2WmF9kFzgzEjg99UEwA3HA+0Zla79Je9/7gA9+8KDETG09c0cnMHcPNw/xvBLDzJ1cYKM2bQnrcom7ZIHH2eNpz8Eo3LUpVgn6skxnWs/dV70D+PCHdx6w+NPf9qT+h/7tDH/tW/6aZ+6ef775PsanVUCM/h5dg7v4Z/zOo9/B937t9+IXzv4qPvQm23sufJMBd72ZfE4ktrk/8S2MPyVnA+mugnXTMt2oLFNXgU71przpqHrazJ1zUMRC1GXTjE303FXR2tUkPEF5gyChsdENcxeHS4T/9X9QKOsY+B3DCIuCTfADP9Ce8ivVMEOSSZ+6dxtwFzCa3nMXnKgTh8TR6YEqSvn1IMsiFUjz86wBl+OJv80E4G4mZvjUk0/h/vJ+LBXOc2jhi8WTxYkHd1YhqZk7yqEZ8Y+jAnfKav/nDmOiVREVE0eeO63BIlnm7kAVo0vQMKCEMeBP/km8+NY/3g9UiWSZBqxidAkhXnERMiPbbX/jum8myTLV+AZvscBxZodlmUNpmROYuzL34KAeyVOU162SQJkyZu6oGvfc1czdhAMkvwfz9znOBJTrVCGUpffcyWTSgVF3VqtHOKb9QzLKu7JMBQYCZtGrKKpHWeUP+HeAu6VcTu66M9aAdQ7ie547APzuC3vBebG9RuIYOPr9ufumVBkEk+PMHasrZRQE78sy94I7Y/znIiQi1mucz0wP3CV0GNwpayCSGSAlpEHv82yGZJlshs0B6aVfTPMM3N1ylMrbHixgmLljAtppaN0yd36BQh/cZRnwT/5J80eflkkr2dcE5i5J/O+uN4HbLbbMxibX2nNHBTTrs0yFKSDVbuYu9HMpo8DNAHO3vgLOznrgLmEJCsl33rhLU+Io6QSqJBVzR127KFxded/TVFnm6jUs05MK3IlekflWbTHfqoC5W6I008GdB+0HgLvrc9zH0R5wt8SaBOBOw8syCW02n0DF3GneyjLHJA47RmUb73v6tm8DPvrRKkJ9GrgzNXPnMA4If+InAKXwYP0A93Kxn7mbeebuLuaHMXda4kq6AVlm6LljwNd8DfCbvzn6s5SNPXdpXp0Gd2SZXYnOoVMvgl1QbKzB/aP7+Mp/+0k4Ati83Qxpq8GuNy1zF4C7MUkmULHLQc+dJm0VAusyd9p7futNeZN097SZO62hOGnTMieWmBemaBgdAJBUorhF+Xf/YVWbks5GN/yv/4OCqv1GO8bLMqvX1zngR37Eb1r8L2sCVQQTKNltmDu713OXWrrfh1NP7SEfia/XzgxLzbrTYe7+4OIPcP/ofty9mGUw3IM7uTxGSR0K277PjV/d+GCS0lUhQEnSW0/DEDOgA+5sy2xxymH2MHe1/70ZQoB//a/x4t2vwKcvP93KvDqeO+NMlCQqKI8lctstcHHRU9DsnBFwF8sy93jutgZXRewnqr2a3WAMbfV+cFdso+RaIWcxc1cHnABtD+mutMyJzJ3SZRN65WWZpnnMkedOpoNKpX2z2jzBMe+vz13mzloNBgruCNTIAdMU5u4Qz522ut17VTPI3KVzH+SzY4p8jRQcHOxwcFfmkHwHc8f89VAGzB0zdqDEfAe4Mx0Z73qN86Tse+7GmDtoyGQBSAlhSe/zrI2KpOwAsODz3h7xj8o8A3e3nG6rfZSWWRmuORNQVkMFLJ+gAoqiD+4+9Sng7/295o8HyzIJaaWZlTdmS03st6iZO8oHfR2FLpAoGzN3lO1h7mzkuRNUoNysgLMzf7reZe4k3cvc9QJVJEXKU2TMxszd889Pl2VuLnC0OANmMyycGGbuMt0yd4tjFLVHw1kwPiVQZbpX5nz1Cu69ugbe/ObR7zlKjrFGcHOMZJnt77nIL3BaEC/LFOleX+PQ6HzrfU+zGfDud+8Gat1/63TL3I3dpP/W3wJeeskzljmfxtwtFrhrksPAnRLe09Fh7nyPE217tiqGcudzCpNw6/e1I8vcefgyYWoGpQtomrqDX/s1cAvobbvoG2vA19uWuWMpsmohGgtTARD5Uuoql4a5y4uOLLP0m+MhcPc0mbuyhK429EAly5zwepYBowNUzN0NDjXGpgF32MPclSXKui9wxzDC2mtWV2xTfe+qo/afGnPX9dzFsszEscOYOyH6sv9qtDM38tx96sIzd3VdEICKufOJjXJxgpIChVFIWAfcVd525cwouPPrcwDuXAuuPbPl/47R/bLMmpnpzml6CkZZm+Y7yNy1a6kgPN78Z5l/LlOvpwrU1mtULMskgSxTx2A0HClxXHjgEv1oZ0AZ89ffgYEqZR6DOylTvweof4buMHcubwvLwzlQlqlV0WzKOWs7ELXVbVpmklRSbxwcUrTaXuBY9tOsuwd6dYCNcOPMlzLKh+qJgfvEbOZlmfLpyDJD5k4k+3szi2yNhFSKoEPBnS4geVrdt0Pmzl/rF9LLupXVkCxpmLt6b1FLRkf3GvV7dh0wmus1Hoii77ljAuUAkFXOQCRzz9xZ9D7PPlAlBt0LMe/tEf+ozDNwd8tRKm+j0oHBQBXBBLQz0LpsPXesAnddSdhmEy1QRvsFhfIdHpQwUAVoQ1WUAijFlujoRm0raZpgwi+SHSDiZZl2VJbZDVRRVoHrPnOnzl8G3vEO//OC6N+Upygk3Xnyr+xAoErCcJaeIaMmBnf37k1n7rJLLJfPeebO8kHmbhYyd8sTFK6sXrenz9w9+Ln/A/evAfyNvzH6PcvkCNe0fe0bWSahUUT7ZX6JsxyeuZPzmzF3xbbdpH3Xdx2UmFl77qjzoGBwyhJ45RXPWG7oNM/dconntJwE7ow1sM7iLIMHd0OeuyqtbRK4s6bdsIebto4skwp5Iz9H83vqxa3zM4wzYNdr4PwcwgIqAHeeuVtH4G5bg7tdzB3osCyz8txFJ6+68LLM6rm/bszdeg01k83JPuMTqxBsrAqQVKDA0wN3Tbx5cA3chrmjNGDu6ntYfe8KetQEFShvAe60M9FGhRIG62LmLgGb7rkLwd1AkbnGzcHdveW9mE0OmTs5Q8GBPF/HzJ1gPr1SlXBwe8Bdu82hJKxCMM3fcML3g7sucxfMi6cvtr67jufOM3fBZ5RJlKFsr37/p0oz6zCVSh6aqSyQZbbrdG2/GJtjK7Fax1J3ay0Y4VWgSvyZ38/cbSKJtOBJxAzrmrVBBe7Ka7/OdvdAB6ZlKl0EzJ1omLumo7QGd4R5Oe+BIUVX2SWO5XHv6565a8cYX7PDHYkUNeH4CqAJssyJgSqDsswqUCVi7mQ6iblLiIAghzN3ShWQIqmYuwDcVfeXy7nvJlZWeWVQVYXQyjILcLPjULgGd6tARrxe45xuBj13xSBzZyDTxagsU5sgPK2ahVxiY56eh/vzOc/A3S2n140xKss00UIzKsvsgbsSDHS3pydk7oD2dDXLgNkMW6hYlrmPuTMFpLKxLDNk7qz35dSbfq1LXxTLWOy5+53/AvyFv9CXZfIEuSB7ZZm9QBVBcJqeIiMmTss8ANyti2ssT5+vwB0bZu62ZcvcLU+aWF0LN425mxqE8BM/gfOX/gvu/4//0yDIqWeZHGFNW9ZUalelZbII3F1kFzjdGM/cyfRGm1zXpjikAAAgAElEQVRVbCHqmOZv+AYw6ybLMrUzYFz6QJWxU94a3K3PcX+zo8RcbfzzqZm7gk0Cd8oqSCZxkjnv6RhKywyZu3e/G/jEJ4DHw36+Ueaul5Z5e88dswPMnTVgn/h94Nu/3Rvdt+2i3wC/SpY54wG4G2Pu/s2/gfjZ/ycKVNHEeVAlJbgy0Weqy9ydpCe4yq9a5u5AidPoXF15cFcBaUb5tECVAebu6coyFVJD/al39VxHPXfUTfLcNQxafQ+rAUXXc0dx47TMbidn13NnCJCC7S82rmcvc2fB5fBhQjRdcFd77ljHc8epr4RgAooBeX7dHBD6dcvLMlW1PuwCd6LnuWtli6Hnbq8ss1LRDM2LZy+2vrsec2ejsBlBO8xdvXZdXIz+7miCMBVgQJZZrfVGq/GeOwDHkIPMnZdldjx3m9XenjRVZJFFRfLEh6rVf29UI09tDomGZL4HyjJD5k4wCe06sszKc8cph2E4+Jpaldc4mZ/1vs5EXIpuralkmXRUljnFc3cQc1fLMoeYuzAtU872M3fFBgkVPS//lCl1ASlSXxQfgbuKuZsTIMsqcJd4WaaOZZkzvYO5q+9dHebuHOthWWZ3DTAGijgImXpwpwfAnVb9QJVkOViZ9UdhnoG7W476hq+HmAV67FoGFoI7LqGcgVIFRCjLJK4P7rbbYeaOcdiRQ7hrm+ORCxbcOlRlu4VazqCIjSQ51jlQ0FHPXakLH6jChj0b3ZNrVSeSEdJWIeQlyldfAd7//uFAFY5pgSq1ty/LUAiKs9kZMqLjEvN796bLMtUGR2f3vCzT0GHP3bpse+6WZw1IMlN67qrNyN4FxDngr/91nP+pb8X9N7xj57cezU5xzQLmTrfMnekyd9faB6okcxQHFJDXo4vc3wABb0I/RJZpNbiQoMBwIqCryl1fecV77q4xXoWgOp67gk0KVKk/a8db4z0dg4EqDHPuO7YgJfDt3w788i8P/jzlNHi9Ya+vB2O8LLPH3N2m5873/nUBorYa7OO/B7znPf5EONtEf8evAuaOz7CtkiIzlWFWWOD7vz/+Rf/qX0Fss2ZRdRW4Y5QBhIDzJAJ3epfnzg4nFN5orq6g04C5myjLLKzyMp9qEpagJE8R3JkSM8e81Dqv47xHmDsywXMXHJINM3eu9dxRd0vPXTctM2BkGZBCTN/EKYVXTinK5WwY3MGAy8OZu5dXL3vPXZe5Y/7wkRIKboF1uWm6UpvQKq0bcDqVuWNoU0NDTxqjzLOBe2WZw1umt528LWbuOp67SJZJRQNK6+cLYDpzF/jtgIG0zIC5GwOjAHBCUqy2MaA0zvq0zE4whrq6iIDa0Pg4/A5zV4bMnWoOb06S6pBoCMAdKMtUVX8eUMsyhz13jDIYejhzt1JrHA+Au+6ezBh/cCgcGb2uvPJmBNxVeQlLMZ/uuasDr4LD/TpQJWTuWDKDIzs8bQDyYoOESvAbMHelKSDFbFSWeZmiAnfah2ZxDm5sm5apS6R6RxXQAHPn1td41a56ssyEp31wl+coJYXkScXcuX6gSh3AE8wiPcLGPgN3X5Kjv/Xd4MuAsqfU/y/PY+YOJurR8LLMAXA3KMukO9My/+/5J/EDq3/WfqGWzmQZsqXfPEeeO6dBScDcddIyC5V70y9p71xd5g5AA7x0AFobWeZ//TjKd7wNmM8HwV3BcVigSp4jF/CyTOibyzJthuVz9z1zp2mPuct0hvmmaBglufRR3LAWFhNkmbRKQd23Kav+/hzXvZtTd5azE6xZdROMwB2L5B/X5TWOrgsvy0wWg7rzfaPKDKI+gRcCzJLpgSrOgIu0Yu4GWMNqUd2+8mmUpsTpWo0zd2UnLTMj05i7agOx3JTYoIRldDBQZSZmbQ3GDmlmJMsE2o3bAHN3W1lmYsiwLPNjHwfe8x4IR6ACcGesAbu6bgNV5AJb7Z9TpjPMSgv8zM/Esqdf+RXw0jTAxKgC1JEm3p3JJPpM9Tx3MgB3wNPz3a1WUKlsPXcTPYyFbb1YQCXJuQXI7o7WCjNL/SFYDe6sQsKSAebOTvPcdZm7riyzYe5uA+7itExKg6CNagMlCT8I3P3Vb73E//fmYgTc2YPTMud8Dgc3zNwx2ngGE0NwjSJi7upAlTKsqkiSnsSvq6xhQX2MsToKVNkL7nbIMr/s5MvwyuqV9jmGzB0seGBLiJ4rcDPmrgvueJCW2Xju1G5ZJp1jlceA0laMb6/nzpm9zE9ZZpBBLYkUSdxzZ/UwczcE7g5h7oL+vFol5X+fiqsQKIe+ARu+slscH93tfb17zzd1oApiu0Q43nOHYXBHCDCfY0mSNi3zU58CfuqnRh9brewKh1OOx9njyHM3Fv8fTlFmSFgF7g5l7kwJIdMem6l1iTMyx0Xq8x9KV4E7xsBD5s4UFbib7rlbb68gCEfK4/vOIHOX51CcNgoVqfvgTpshcHeM7Q1Sx78Y5hm4u+U0pt1wOPc3pcZz56UCSk9g7jab1miP9gbNuIQdkSmVTuO31WfaL9TSme0W26VfVGJZZtVzx8Tgza7UORIXfzQojasQgJbWVqqNIsbJCbBeQ/z2f0L5FW9vPFAh3Z2wBDlze5m7uZi38s88R868eT1zqi/LnMLc5TnW1GB59gYP7hSJmLv6eYlCN2E4iZihEBRYr2HdBFlmzdzt25TlOZCmeLB+0NOMd+dofoo195+H0pQ+ybROywwY2cIUSFZbL8tM5ihuwGCoMgdPqpsl594/N5m5874bCjIcBV0D2kd/gHvLeyBFuZe5a2SZazsJ3NUHCWyTYU6kB8Vd5i703AEtuBuQGGq0HVUAWnDXDVQRtwxUMQqJJX1ZZr4Ff/QYeNe7vCwzD8CdM+BX1y1zJxbYVhKSTGWYGS+Fwa//uv8H6zXw7/89RKmbRV6XeeMDBuAT5ULmrg6RGPLcAU/Pd3d1BZWIg2SZ9aFD6PVKePrUmbvUMShBm+esrcZczKMNuivLVt66Yxhlfc9dGKgC13rubgPu0EnLRNtXaawBs5W88QBwlwlgPe+nHFtnYeFAb+C5AzDsuauYOwCQjuJaomHuBKsUJ1pPkmX2wF0QOEJJIMsUfOeaVKtohuYkOcGqrFiFnucuDuLy4O4peO7qfx4xd6x5fmaf547NPXsWTH0o0E2rVU7vPSwsVQ4ZfP6FSKNUUF37rRCAu6q4O5r1+nDmrgF3A7LMwHN3I+bOZjg+fr73dcp5tCezgedu7LrynjsMgzsAmM9xhKRl7v7jfwR+7udGH1tdlRUOIwzW2Yi5Q5L49WNHKE5RbpGw5IbgTkHKWd9zZ0rcJQtcSgtXMXdSpFVaZuu5U7rETE1g7gJwV2TXUVJyPZIno+BOMglwDmHahM72sQ6Au9kxNngG7r4kRw18ICCEv2HVaZnCyzK1apk7TrmP5e2aieubWbU4GK3ACPU3kpHHYGHxcXXeblbrQJUsQ7aowV2gDa+qEDjlnmXqeu5UjgTxc6KENSeCNair/6sD0ApKgeUS8g9fhnrzG5swFRKwgClPkVO3l7mTTPoTbOP7cApeMXeuvBlz9+gR1guOo+TYyzIVIuauOQGVsmEtJZMe3F1fw8CCTvHcTTFtV+Du/Pq8pxnvznJ2gmvRgjuhbcXc8UiWWZoS8nrbMnfkcAZDqdwnSgGeuXO7pRzNONdIs5gD7JAsswZ3ly97QJvno8zda9vXQIlPR8VyiZO1wlZt95v6a5Z4s8EJW+CKFHFaZnXQEIG7r/5q/9g+9an+6+FMK8usXhPkuT9lrxgzAKDiZh1K9WhdInG0z9w9egj2x76ySUdVHVkmu7xqmbtk2YI7nWGmq+TcX/xF/w8+9CHgne+ECLrsuswGFwmMjZm7UVmmEIcxd//gH/jNytBcXUElPAhU2S/LLEzVcRd4gyWXKG7wuR8bYzRSVykcAlnmTMziYvMqcj+8zw1NuPlugEj9GgaeO0b9ls0cWCZcj3Y2it9nhDWeO5+wV61BexIQmylLKAZsZ31wZ6wBdxRk4KCmNwPg7v7RfYjrdbvxzDJoRpoDQekorhMP3IGYuVNGYcZS/16kaR/cdbqrIs+dNQ0Tx8jtZJnNdQH0PXcw4MG6IVmCMmRQ6t95C89dHZ7kS8wDT+FYWiaAY77woSbBNLLMziZdweyV9ZVlBhl85qScRRtoZXXjPfSBKk+LuWtTODkXTW1J13PHKLsZc0dKHJ+8off1IebOp2XS0aAiZVWTdj048zmWTrTgbr3eKX3vZT4AzWsReu4gpVd+7GLuVI6EJ+CUxVUdE6a0JWQy770mWpeY0wTSUmzWT6BgvKeferm1aZi7crfnbkCWWW6vo89b81SZ7O998hwlJ/7wkBBIS3pF7doEnbbVLOan2OBmvucv9DwDd7ccbXVfitNh7jiT0LBQpk11EkxAkQHPSr1wVl83RleyTDHK3FnnYOHw0Vc/6r8QMXf+ZhqnZVqvDafCh7p0wV2ZRalXQCXLtIHcgYqAuSvifpDTU8iv+waUMD1JJlCFHlC788atjGrAXWnKirlzFXN3Q3D38CGuZwxLWZWYK0TMnQd3s4hNSliCkhPg+tqfTk/x3FHsP3EvCmwW/jU8SU52futycYY1d3DOeeOygb85EhZtMEtVQGYlsFyCJTNYTA9DqUerogV3nHugNiUt0xhoSsCYAHVk2HNXvSYPNq96KWpRjDJ3L69ebmUliwXIZos7szt4vN3tu2s+b+u137yQMpZlVv1fEbgjxPfdDYA77Uxz2gzAX9Pn5z44KPCk+kCVm4/Wvv+oy/6ZJ4/BvvKr/a8Gg867ssxVC+7SZSMhyVQly/zzf74Fd7/yK8Cf/tPghW59YyqPwZ1MoQNJrTHK//0QuLt79zDm7jd+A/j93x/+u6sraMkjWeY+sFyaEgnh0UYp4emNGOux0VZ5zx1rmTtlFWZ8Fm2UVJlDun5hfHcoDaoQhpi7upYCgHAUZXEz2atn7mJZZp2WaawBt/4gSu85LGlGKQ/uUtZ7z7XVvm5AHtZzNxMzCCrw3Ow5iP/tR6AePfDfk+c95m6VAEnFDHLCoTnx4M4qzGqJ7FDPnS5aVQlQ9XaGnrsg4IzTCeBuGCztAncGFiwMVKkPLOvZboHj46fiuYtkmXZHzx2AY7nESsXeLotaltkBdy4+2B0apXLIgEkRMo0YLG21D9PAHubu0LTMoD/P77VacBdWIXDKYaaszeE4H8x1fNa3TlAuYs9dVbOzS5bZeO6GqhAAD+4sa2WZe8CdZ+7ibXzN2PeYO0ui/UJ3ijJDwlN/fe27L6zXwC/8QvNHZXUA7oLgJu0TKM80x+X1I19HUAW2+depJQpmasdeY4C5K/NN5LeuR4q0H6qV51CcNHtR6Ujv3uqZu/h9WSzOsCHPwN2X5KgBEyY4b0+2AQjuwV14iiio8Br2veCuZe7MyH26vgl/5Pwj/gtBoMp2JqrvGem5G2CZSpVF1QVAv+duIdsOOq3KuMj97l3Id/+3TWVCF9ylPEVOzGTmrjSlLzFn1geqmCIuMZ8qy3z1VawlcJQceXBX2AHmLo3YpIQn3h+4WvlFek9Rr+8vnCCnynM8OOW4f3R/72m/nC1BnX9NlC68HxL+lDZcRMpiiyRdAoSApCkSS6Oy+SmjdAGeBsydnSjLLApoQcFpBQiHPHdlCbzwAs71Be4v7+1k7lbFql2cKg/p3fndvaEqIXN3LJYe3HWqECilMbgD/GZiKOK9U0AMIYBXXokkmQBAxX4wsmu0UUgc67FV2iiwytMrCIPK28esrQa/3nopNIB5eoSt8+9347l773v98/rkJ31ozPvfD1EoKFtfu0Uf3AUbAF0nBFY+ouPk2BcfZ5kHlYcwd9vt+HWxWkFJFsgy97+ehS58r1bE3CU3YqzHRhuNGapk44C568oyS5W16oUdw2jA3A147nQgp5SO9k6Xp043LZMGjKG2GsxVLMcBskxFgW3Sr7DRVoM7ejC4m4u5l2cTAnGxaguvs8wfFNWvA5iXZYbMHSNNoMqcz3fIMsvo4DEMHDEB+OGUw/A9zF2lohma4+S4lTj2PHcuTsvkMmZQtlvgjW+8neculGU2aZn7wN0xVrrDwlZBPD1ZZvX/dzE/pSqig26ZzPuVSVM8d7Usc7GYxtyZmLmra0sGqxAIDmPu1mtczQiOF3d6f8WEjO5RtvJz+7TJHZ67TrplNLMZjgyPmbuuuisYo8veZ5JTDgKC4yTIgpASwvW73cIpdF6BOzb6+AF4y9D3fR/wl/9y86XSKQ/uOpVAvhic49QKXGxe88xd5c0N9y8tczdy767TMkPmLt/09qnADuaOoTkEkAMHZ74mqSPLXJ5hQ5/eYeHnc56Bu1vOqOcuAHe8AndKlxCV3JFTDj0E7uqbWQ3uqkAVJpIdzJ3BMZ3ht89/238hCFTZzmtwZ6Pvb3ruBmQKhcp8qlAwDXPnHJRVWIgFikp6oHQRSV/wgQ9AftO37AR3xQ5w56rfIajwskhTAHmOglTMnS3g8k5a5lTmTtiWuctdn7mjacQmSSZ931TN3E3x3E2RfhQFzo/pXr+dfxASy9IHppR12A38CXaYglqWGeR82fybxJG9MsbuKF226a+ce3A3hf0ry6abioJEctHwe3B0hPPnEtwnRzuZOyCQlVSHFXfnd/f67urPDTYbHMsjrBDLMn1aJu+Du1rK3P15GAF3z8ceDCaSW3ruvLerC2jCpD1BGFSwIBlnwPKikWjNZ8fYVhKSTGWY5cYzjO9/P/CzPwv87u8C3/qtEGBQ5UAYEnyqWlRirpXfuFc+olsxd1k2Du6urqAEa+6luw6z6ilM4Zm7ANx55u5pgjuFFNUhWMDczcU8Zu5UERU4jw2jvE2tHPPc1eqO2zJ3bIS5q2WZTEyXZTbgrl9h48HdcK1JbwbAHZyDuLpuJcd5DkNbeVlCuJdlVtLDKFDFKsxriewQuNMdcBelZZrGc8co82zg05Jl9jx3HebOmdbjm2Ue3D2ttMyGudvjuZudYtXp8DJVl2tPlkksuN3N3JU6j9Z6kcwib6F2xodp4HVg7uqCex4zdyG4a5i7Q8Dd1RVWKY2BUjWUxQdQpvJwcpDYUxmMZ+6wW5apaNtzt4+5q5UVwTDCcJKeNCFZADxzZ/bIMnWBRM72M/p//+979YpS/nAdPvdBpot+oEoFsM9sgsvtE5TONIFtPAg3Kq1CaulBnrsy33j/XmcSMev7rvMciiFg7hjKvHsfU7G/HhW44/bpVf58HucZuLvlDHruuuBOJFAw0FoFfSzCl0pOZe7YDs+dc/hv0rfjIw8q5i6UZab+90WBKs6CwrMsQ0CkVEWzkNbDKIOlBPjkJ6FMXDCuddlEEQMA7t2DqBi3IXBXs5Z2O7wxrDfohBAvi6xlmdRgKZegoD5iWSm/iJ6e+otfj0sOAAAPH/pAFbn0nrvc9Jk7lsTMHUtQMBeAuwlpmR3mrtAFfujXfij+xjzH+THZ67fzP1RgWfqOvgjc0Y4ss8wg59UilCSQhjQAfOpoXULMls3vZc5NZ+54wNwNvRdlCQiB8+dT3C/kTuYOQI+5e272HB5tHu18GBFzl554cLdPlgmMgjvtbLNxAOCv6c99boC5k3vByK7RWiFBn7kzaL1TnDDooj3FNXVvVBWDPZsd+7AhVMxdpvy18T3fA/yjfwR88zf7RZ6JxhOiup67Xcxd1XO3yq/8SerJyeHM3djG6uoKWgTMHZsoy0QH3InUB5E8pWnBHfYwd/kBzN1IWqZSTaAKAEjQvd1iY9OVZXpQU3nutAJzlSxzh0wrmlqWOdBP2oC7A5m7pVzijUdvBLZbiEK3BxdZBk3Reu4Ix7UE0gDcKRbIMrkHdy6RfXBnVKQqiTxpVbph/TN1IL0dmvqgdWh64E5rvyF0Dpp0mDsmoCRrr4VDmbssw2+crvDzv/vz/o86KDEfeX6Dj3l2ipXL4IKNa/256UbaK1jM9e5AjlKX0aGwTBaRt1A506SGNn2ZT8NzZ9pNueCJPzRHYJkJPHcmYO6ss/jbv/y3d//wy0usEv94u+MTfdvxaZnMy+fH0jLtHuZuPsdSkemeO1UMpmWGSZkAPHNn9zB3xu/7OOXjzN0HPgD85E8C//yfA299K/DZzwKAB23pAqzjPa/9kKdIcbF9Ak1sw9zx4HUq68PNsV1uF9w5h6Lc9kgIoEpp7a4dNXNXrS8CtFft4Q8DOrLM5AibhOxkT79Y5xm4u+Xs9NxVi119w1GmbFKdBK2Mv90PzRC4AwXlYlyWCYt3zd6Ojz36mL94g0CV7WwE3BHiF3eKfhVCRc+HQwmFfd93Ae97H8oyw/Iqaz13uuO5Axo5ZWGKJuWsHkIIEnAUmxWGpjRl85qGssyCWKQ8xYynvqNstfJehSpCeJ80s3z1c7DE+ceTpoPgbkZkj7kriK0CVVx0Ajs03ksZg7vz9Tn+8b/7x/E35jnOFw73FrtrEAAAlOKoBNbbS5S6aDYrjLLIH1WoDHLZgrvE3oC5Mwpi3oI7egBzV4O7UeZOKUBKPDjhuHdddd4NbAhnfAYCEoO7zQZn6ZmXBO56GCG4m50OM3eHgDvEBcRjskwmxtNsp4yyChK877lzFqxekAiPmDutFVgQPz9fnGBbSUgylWG2VZ65+67v8vej7/xOAFXvZtU/FdazAABPZ3FtSs1WhJ67elM2Umg9Ovtkmbz1WU0Bd40sM9goydrP+5TGWI0ZqvvkLuauzCGx++AHqFJAR5g7pxUsCZg7sL3dYqOPGy5inCllbVqmLg8PVKmZO4HedXJTcPfn/tifww9/9w8Djx9DGLQS1A5zJ4nwzJ3sMHdaQzkNyaRfnwbBXRmFJPgqhD6z5WWZe5g7q0dlmSfpSQvuCGn7NY2BYSQC2pJJlJK318INmLv/9/gV/OAv/SCccz3mrn6f9zF3cnEMDoo8CD1pqhB4B9wRi4Xaw9yZAjJITBVpfACi644zeHXGulz31+2y8kgnyXTmzuoOc2cb9U9flukacFfoAn/3N/5uvA505+oKK2GHmbvOgZ6d6rnT2J2WqTAZ3Bmje8XbjLLYbwd4cGd2y2oLUyJJZrvvCz/90565u38feMtbgD/8Q/+8YCBny36gSkV+nGKGR/ljMEdAk74sU1Xe5r3grpZl5jnKRIyAu3RQlqloh7kbAnedvfxCLLCR5OlV/nwe5xm4u+UMeu5qQ3XD3ElouEp/vIe568oyq4vXVyEMPwbrLI7YDG87fRs+9uhjMXOX+Lc4pLtNxNy53ml6oQvIJGbuKKGw/8sPwn360zAUmG/KDnPXB3fKqkHmDgASKlDkw0WddZhK/XMa5g4aCUswE7MY3AHDJ4CdWV+8iiVJvcctTbHY6r4sk8ie564kFm61mibLrJm74DVdFav+olgUeDC305g7AEtNcL299MxdfdpM4i6iUheQy+qEMUkgDQ733FkFXjN3tSxzCnNXgTtGGJgj4547KXE+N7j/MItSScMhhGAu5u3pYyXLjE7Hxx5GmJY5v4OVzftpmdTLMjMd3NyXy0jyUY+eKMukMrkdc2cUEtKP//dhDBW4ozzyYBmjwZIA3M1OsGUWMMYzd+vCM3cnJ94f8Wf+jP85PGnS0LQqomuXy1kTJV7/Dg7ar0Kowd0hi94+WSYjnbTM3eOZu9hzl8jZU5ZlaqSkklrvYu503rsHDs0u5s5qBYI2cVOCRSXQBz3uniwz9GL54mNO+c7NXjRVSfuW2RHmDgeDu4Vc4G2nbwNee82zCvVmK8ugSQDuqBjw3KFJyxTc9yPqIXDXkWWGzJYJS8wJg6Z7wN0O5m4hFsh01gL32nenFHQQDgNUa38SgLsbeO5eEht84vEn8KHPfmi8CsHs9txhscCxk9GBmUFdYt726jrnYIjDTO/x3OkSMjgUlukCpas+6855iXt1ULaQvu6mt26v1561qw9sJzN3sQXGOguCqr8zlGUG4K5+LrtCuoonj2AJegfUgD+AsgSNZM84A1qBuzFZ5l7P3XyOZYHpgSojnrsoKROoZJluN3NnSyRy4Yvgx97nogDuVP7Dt7wF+MxnAOdacCdjH2Ijy6RzPCyeeHVDnSIfdH6WVmHm+G5ZppTtGr1eo1zOBveWgwd8eY6StlU1Q/dWbU0f3MkFNhLPwN2X4ox67oBYlkkq5o4EnjvXXyibP9dVCE2gihgFd/UN+V333+V9dzW4yzJsZQ3uwp673Z670pQ9WSatTgSVVeBgESukdAneSdeUO2SZAJBSiTzrb6br398Dd1mGHNozd2LuQ1VWqyZMYspCsNZbLFm1+MxmWGxVX5YJETF3lFAwUOjrq+meO2KjTewguMtznM/MNM8dgKWmWG8voUzZeHs45bEs05RIjqqbupRIzA2YO6sgFkfVkxFg1k1LyyyKZhNDgXHPnZQ4FwXuf+bJoN+unoVc9GSZh4K748UdrFzekWX6BXjGZxM9d7YP7gZkmd4Tu/OhxfMP/2Fz6gmMgzvtWnkdpzyS6WmjouLouVz4w5ws88zdOvfgDvBFuF//9f4pcNnIMrubX57OoV0gyzSxLDMCd/P54czdDlmmCmQzjEvvj9kxhanChaJAlacsy7QKM1Kx8UGJeY+50+Ukzx0Nmbt601YBim6PmgBDqW4hywyZOxLLMrnzseCHMXcOGetX2Girwe0BnrvuZvXxY4j5so1fzzJoEshTmcAqbcGdX7dIy9zxqqA6EQPgTkVrUyzL7DB3jO7uuTPjzB0hBEfyqN2U1747raF5Gw4DVAeAksXg7k1vOoi5e4lf4y9+zV/ET33kp+K0zM7zG0v3BODBnRHRPbU+TApTD5VV4JZAqn7xczjKlJEHSsyWUPW9xBhoiiYtM2EJtNXQ8zQG1LUkE5jO3Lk+c9f47YCWuetUIdTPZVdI1/Xlqzi2YjD0jFLm71GmTaFldLcs0zN3djdzV7jJgSrd+zGoMIYAACAASURBVDfgAf6NmDtbIk0X4FSMyzKLoj3EeetbPbhTCoqRqucuiZm7ivw4ZQs8LC8gguAlz3AG4I6I8b2GtV6FUjN36zXKRTocqCJm/TUgy6CIbfeVpH9vNVZHB2JAxdzx3Z3MX6zzBQV3hJCfJoQ8JIT81y/k47jNjHrugDYtU6TQxEY9Gl6WqaP0HwB+4SSkx9ztAne28hF9471v9L67eqO63WJbXYe9njtSMXdkgLkzBWQyj77WgDujIAiLWCEdlIjWMwXcjTF3XXBX6CpQBRoJr5g7DuDx45a5myDLXJsMR6wCrWmKxUZFzF2mMw/uOpsUSRjKq8cwBNGGaWiacvoOuGvK2OspCpyn5WTm7kgxrLMrz86FsswQ3NkS8rgCd0mCRLvDPXdWt+COczA7sU6hLGFY7bkjo547nXA8IRle+P0HOzeDC7GIqhCmMnfKKF+kWxQ4Xt7Bld3Gskw4MDY9UEXDNlIiAONpmTLZC0ai+Zf/EvjEJ9rfYzUS0u92i5k7AR2cNhqrwdL2EGYu5h7cbbfI1BazTdleH8FwkTQpicp0wF0ya9LmgIC5q8DdkTzCSq3hZunhzN0eWWbIcDC2v8S80AUS12HuRIriqYI7jRmRno2vZZlGYf7gcYe5K2Lf8cgwFrDteQW+q9fQdPwzkjAoddMScxdtVFggy9SqqJg7AT21KqUCd1vaD8K6KXPXzOPHEC9+eVucnOdRJYSkEtcJaTZyXpbpPXdlVVUyCu6simWZncCRGqw1bOANZZnASB2C1jCU9pm7IVnmIcwdLvF33vN38PO/+/N4dfNqxNw1skyj41CN7iwWODY8uqda5wJZpr+OlFEQjkBqt7P/rDRldK+Us2XL3CkFJVjzOhBC/MY5ZX3mblkpR6Yyd1Y1PYJcJNCoAtnqtbo6VOwydzW42xXStbp8FccYXqcYZX5P1oA7v1fjhEZ2iXCUVRB6N3OXbr3iSVs9UZY5wXO3j7lzDoXTSBLP3I2CwLJs1+2aucsylMLXDLCOgkUbL3U840d4pFcQgXzb71+q98J6hcRot6kx/l4ZMneLdFgVJodlmSVxrd0HHGWXuesmY6NaU7mDO+QQ84tkvtDM3f8J4Lu/wI/hVjPquQM6aZmu8txVX6N+kXfXnc3qtoo27wSqMC785tH2TzY8WPPM3UcefCSWZVYPLWLuEPTcDcgyS6uQpIvoayFzJwmH1O3NUQVRxPXsA3cJT5AXwxdM+G8SHgSqOFV57mbIFhJ4+PAgWea12WLJKtCaplisiz5z53iPUUqIQHH5GJb607pd4+W2tifLrJ9XM3mOc1n6tLgJs7QM19llBO447aRlWh2BO6nd4bJMZ8BD5s4cEKjSMHfjaZkP58Bz/BjspU/vBnchc5emgNa+t24Ccyecl/QcJydY2WzAczcA7saqEIY8dw8f9mWZVUWGm5qqpXW0aGujIVn/ACfcpAsqoFQI7gy47IA76aVl2fYKM542YSvhCJFCNcxdJ3AiSZu0Of/3leyn2pQLJiCpwHaZHMbcad0GIA3N1RUUbaOqmdjfG1gaX/zelWU+XebObzo0bMzc/ca/i94LpcteN+jQ+LTM6pnluT+Njpi79v0ShD9F5i7w3BkF5sjNZJlEjzB3uB24e+uL/rBTqZa5qw4dEp54zx0LwB31B6CKEwjmN+4q4f2eu87hK0Pb12pDWWbN6twwLRMYAXdKQTNEvqhB5u4Nb/Cv675QMACX+SUMcfiqu1+F9774Xnzi8Scw42GJecsk7ZVlatpj7mgnUEVZBWEJhPXF0WNTOg0ZKH48c1fdS8oyCkwCKsnbjO1m7ibcX5Q1DSPIuYQiAXNnvUwdQjRA11ZJwVPA3dXqIY7pbPDvGKmYO10zpdWhOdjodVWaElK5nT13JMuwlEvP3q3X/nMysq74eo54T8IpH2butBu/3osChaRVoMqOoKWQuas9d1mGUnglWLceovaxncojPDQrSEubdZ+DNf7X0imkRO723J2exszdPBmWZQ4xd3k+wNx1ZZk6Xuvh7wuJpcjWEw9evojmCwrunHO/DuDJF/Ix3HZGe+6Aln6WKRRx1Q3HX4iEEK/zX/eZO/XcWczcUQZCKBwB3MDN38CBUop33XsX/vOD/wy7mLeBKrzWgwen8da2PXdDzJ1VSJJhcFdWoTDStBINbVTv1FowX9Bd6GKYueMp8pGY7zIAwVGgSg3uxAzZIgFefRU4OfGnUVOYO5tjyStwlyTDnjvHB5g7jmL1BJaS3SehqKRzA7LM+nk1UxR4wPPpskzDsc5X3tcQSXvbjXjhFOTpc9WDlkg0DpNlVr6ImLk7IFClAnfMtUW63e85n1vcX7wBeOml3bJMsWh9A4T4jQjkNFmmo8By6TdbNrtVWqbqJN01i3KHuQPnPnxmChAG+uDOKiRUDnru6t8vmIhOzrVVYLMRcJddY5YsB3+1EEkjG/JpZgFzJ2JZjakT94Ji5mM2x+pIHsbc1dfmLlkmsaOyTOts73PYyDLDQBWR+nTbpzTaGqRU+vtkyNxtSqhIEl301AtD02Pu7txpmTsT96hJwncyJbvGdLrVKKWt5055z51gB6RlliUUsdgSNQzuDG4H7k6f82zWq6965g4Bc8clVhIxc1dVUyjp6zM8c8d7EjbdBXeh586a5n7uY/InVCHsYe56XXdaN4qG5iVgEmUX3C0W/qDyandgFAC8pB7iRf48CCH4K+/6KwDQyjJpGydv3QRwV5IOuHNgTPSZOwtIA6hd4M4qyOCwSc6PWgalLJse1ObXiwU2aSyFVVcXB8syw005Fwl0s9fiLRipZJXcEWi1G9yF7NZq/RjHLFYx1UMJHWTuBNmRlmkUxB5ZJrZbHMmjFtwBo4diYY5DPYywYeZO23HmLstQJBwJT3xX4Nj3VSwoAKgve2PL3FUF4YxXITMVGPXgjuNMHOOR20TMHQ+YO2U1ZnQCuAuYu2IuR8BdX5rvKllmva/0B2ede0XXX1/NwjJs1n/0YMoXmrnbO4SQ7yeEfJgQ8uFHj3bHoH8hZqrnThNPiYff22zWAsD2GVzhm//sg2bjZ6sFiBAC4gA3QPfXssyz2RmOk2N8ll43zF3GWrNv9P215464flqmVZCzeGMYyTKpQBLo75Xp94NIJqGMlxcM6aITnqIYSaka9NzlOXJT+kAVPkM2F34jcHyM7/in34Hffc7uZ+5cjiNegVZCsCBJH9xZ1mfumES5uoChpHdK1nteLEEBvRfcuSzDI5rj+cXzvZ8xNEeW+yoE08q/GOWRrKqEgTyqTuySBFLZw2SZ2y00IxD16SvnoNZF7ODoVMwdowwUI4EqSuF8pnH/5M2ND2Js/sQb/wS+4s5XtF9YLnFsxbS0TEv9xiU5xsrEp+FhoMpkWSbvyDKBQXDHHJrenr3TA3cGCevXKdSbLaDqJSs7zF0gn64lJNhuPbhLx8Bd2pFlBsEbFQPZSPjq+pZgU35MZ1gtxOTNF4B20zy0SdHaszVoDe+M8miT8DMf/Rn8zQ/+zeif+fea9Dx3BcNT6yUyzm86FEzM3F3nLSuBqueuuw4MDGOdtMwecxd47ghHeaCsuh7dZe6itMyKuTsE3CkFBYutK0eYO3dwz10zjx+Dn97xbNb5ecXcBWXuPMW1dB3mDhW44xBMeBWKHJBldsEdZS34sRo0rEKo10IzfEBjjNl5/48SM0PPHUP0GAQVUCIAd1nmr6Wzs0m+u5fMY7yYvAEA8N1f/t1479vei+fm/lDPyzJbZnIX0+j9XWg71eBVPV6W2aYeeuYOEGYPc2dVFMQmFkf+ugH84QCn0f7Hh1WQ6NDkzR/+XrhltUanqX8/B9RKzRgDRV3ruRNJ47kTlTw//FwyR2CGmLtPfxr45CcBAG//0bc3gG+1ucCxGL6PNtUK1friVSFVWubIdVWaAlI7n6Y6NJUC6SQ9wUV20a5JI9JMY1Tk5wSAr3r+q/C1L3xt/I1CgBs3GvTSgDuW7L4vVK/ny6uX8cd/8c8CDx4A19coWQXu6i7B6jXRVoNRgdP0FA/JBiJg+BlpbSWl05jRZJos0znP3M3EILgTcgbFYhWNzrfgjrZhVVQ06pXme6zpMXcAsLAcm2fM3dMf59z/7pz7JufcNz3//LSN8OdzBj139Waj9tzJND5Nqr+NCqiToyil74nb4kniep47AKDOn7p2x8KBVj/3zuwOrrhpA1WYxYIkOzx3tneaXkLvlGUKyiF1h7nrbGz2eu7EDPlIzLeyA2mZWYbcli1zNxONLPOV1St4sththgeAtSuxFO3zWrC0L8s0tLdJSViC4voSlmAvc3eanuLKZtFrWp/mhuBO5Rsw0P5nZ2SWTuA698EskgSyzCD8oiQWybw69UwSJMoextyt11CVvAIAQGkFWCZIt8qy2cTskmWezzTu33mLf413MHc/9j0/hq97w9e1X1gscNIx/w8+DFNCWrTgTm9j5q7avMyED1RpFoBDqhAYa4NK6iEEzPrEw0nTA3c+CXZnWiaX0YKknQFLB8BdliEr1pjN+n47oFIS1Mxd5aENnx8HaRbdhrnj3L+O1lbgjh1WhVBfm0PgrpJihSoIxngUVvAke9ID9tpqiA6440xE/+62UzN3hji4zD8HpQqk2xK2SuUDKrXBBFkmpTuYu044gqS3YO6Iaz43QCUHDaoQuCNewuYOAHfEYWvHwB1ux9ydPecBz+c+12fuhPezhsxd3TtYSgbJdnnudPS+xIEjtgHTzUZzNhtl74zdz9wNyTIN7QSqMAElaNxzN5v5e8oE391LuMCLszc2r8Uvf98vN1H9UVqmbUvaB2exgCxNtEaYKjTMMzCVLNMoCANIR6CyYZ88/n/23jzWluQ+D/tq7dPnnLu9bebNjMR5lERLsob0EGFoOYhJSo5hQ3CMiIocO3KshDYcQYpMLbbsRIIBr4Ds5B8Bhi2HsgQIlhEoiiM7ViRoge0YVmyYtBYr1kK+oTic92bmLffes3V3VXXlj6ruruquPqfvm6HFEfkDBuS767nn9Omqr77NWhduEzJ3i+Oubyyoyml/vVi4DjF//a+qFV7TF9gc+59BqVsj9ilylIIWrOu5Cw7SOeUR0wQADARadam3gE/L/MhHgL/9t7FVW7x8+TJ+49FvAAAui3OcJGoQgCFz52SZzPWRjjF3unIAJyGXB9AemL3t5G146fwltyZJORqq0ii7wvnW934r/vCX/uH4CxlzibRqJJxlt0ORUWQ8g2ByHNz55/PTl5/GJy9/0x1yfvzjbUE4a0Jm/LXdyDLP8jO8Tgt3v47SMhtZpkbOskEVUDt17a4FxtxzsV6jmslkiinh3B1EBNd1VW6idU7S4cFZWDsUzgICm+1hRv2zbT7rwd1n+4wyd03XDfxpEu2ZfOFv8seLCNzt1A4lRwfu6u7NO7Z5dMWj7muOs2MH7ppAFWpwRGcR3R157lKyTKsh86PoY33mLmSFUtLUg+BOzlHq9I1mEKiinG+qNKULVOE5djPuwN3JCR4Xj1Hk4rAs05Y4kt0p3ILNog1+C+56oEMyiWp1jrq3SKfmdHaKx3p9kLkry62LcZ84SyuwrlYuMMT3abkTNr+w2NqV5TagnHNk2nXfTZ7VCqq3ADMQ1GNSunCqCoZ6WeYYc1dVuJ8pPL287QIEppz0N7NY4FjRaeDOOBnnyewEl6YXqOL9qZxycMq712RMlkkteD9Q5ebN5OLsDl8mbsZ74E7VChnLBqIUHXQrCp5F4M5YEwWq5Dx3UfVNoMp8WLwLACLLW+9Fn9mAlOC2O3k2jeyHkFZqdoIZLnN2NeYuKOoezMWFk1cH90dG/Km4P7UvdTnYcLRBHiIEMexNBnfaX9MUuvDgbreGMC7NstkgtkE+B2YgywyYO93zdAkqnpi5CxlfIGbutK48cxfLuveNrSpoUmNblyOyTPsGwd0NKE475s52LFnj44qYO+aKhZUIZJmCpZm74HkIwU/dl2Vasx/cJTrFwjmW6UAVTck4c6eUe28JMZ25o5e4s3wu+TlKu64wlwa6P1BFKBP5sAzqYaBKw9wxgWo7Au6UQsVJpHIQs4ULIjLGHQ5wOvTc8U7u3CREXhwH19Ghe4xSrTQXGJFlBusMB20PyFvmbvfAqYBWK9xb3QMA3H18F4Bbu4/z3kGen/YeFTJ3HtypMeZOFZB2z7rv/947p3dw9/En3Hvt2rW9zF0/qXxsBFhUpRPNbodSMsfc8QPgLsvwYPsAW7XF9vlngX//71E14I4wJ28OmDvOBU7n15wsMjgE4j3mbsay/bJMxpxkd7Xy4C7N3IFzyF7Hryq2UZqxTNxbtR1h7iCx2X0e3H3OzajnLjxNljkUbW44wccphz456kyixmBnK6cXbqsQOnBHAdSJE6EmUAXwp4dUdcwd0TgisyipMeq564V/WN9Zko3JMj2rJgNWSJthqMzBQBU5RzFyihQFqrAMVbEBZjMUugiYO+fPMEdLXJaXKGfisCyTVFgG4I7N5pBUtH1nW7XFXA8jvTMxQ7m5gKGHmbu5mMOgRhF0qF1WQ3BXlZuWgZsyR1ZiVa3dc9NK11i7OVNGQdYEpPFgEQJpKcoiwax89KPAP/2nw4+v106WGVyjDHQaYClLaBowdykGq6pwT5YuIfSZZ/Yyd4NZLieBO1X7HqGWuVv30jK7/q9ImjnK3NlhWmZfkumH2c6sf3D6zJ01yPgszdy1HU6ilVM238PzjonORY6C1rDbratCWKY3JULm7aI6CEMSwp1u+8/rMI3NS82OIXGZk6sxd/tkmRcXwPFxJFunhEYgrU2PC6b1egX+ldY79WaBO2vAqXAbowbcFU5eJEgXnFDV1TBYKzGRLLMs3Ya+9dzF4EFSMS6j2jPWWlgCUNZjrMJAFRAIlk1Oy2x8SluzGwd3b0CWKa7fdGzcvXtD5s7XfUSeu0aWKWgH7uQwUKXx/DQTyhaN1RG4O8zc7ZdlRsxd6LmjvUAVJhyQrSr32s89+z6VuZMb3Dl+W/JzjASBMbUBO8DcicpEPiyXltkwd4Hnzjjp4yhzVxSoMh6t9ZJnqJpi+DHmTnQx8w24u1wE76ND4M4HtTQ/l/MMmnpFAkvIMoP1LJJlvvaaA3drD+7OPbhTaxzPe/41P5RQ1KkqBMJHwZHSpet6GxufHXDn7A7uPvj1rsx9BNzphCxzbISlUZVONNstSuESaTkT44c+3sPYyFYf3nkK+NVf7cBdI1VtmDufQHm2uAHA+TbjtEwP7mAwE/l+WSZjzpd6eenAXe96a4exQd5AVW4jBl9SOQR3MOAiAe5uPoPNlzyfflyfxfNbXYXwIwD+JYDfQQh5mRDyod/Kx/MkM5qWGYA7J8ts+liCj1MBdTTvmLvdDrulK81umTtrwPxFuV+W6V7K4+wYl8RLZzYbB+5oPpBltp67HrjTtQYDAV2kwV1lKogeuFO1GhhRBRUduKNp5q4gJpkONvDcFRvYWeaizxvPXUaBV1/FxdI9N0XGDssyicIyCxjJ2QwLnre+u63aItdkyNyJGcrtCjU5HKhCCMEpX+LcdsC1WfBD/5tj7g5vBptZEom12jhfA+mYu4YFKE3p/EfBY88sQ5UKrfmJnwD+3t8bfny1ckXS4Uk3CIyesMGsqhbcMdDxQBVeuhCZZ5+9OnNX2GnMne7A3YVaJwJV3PMXdd2NlZiTEeYuMRTp92dyBuBOIxOzQZ2CIbZdcATPurj45m8JZJmUUGSWodhcYKeLUXDH5axj7npScQgBboPEvdCw33Td1QKXs+klwwD2M3e+rzJ8LO0mwXTXdz/prZUDipiZ0W82c8e4A3Itc7d5A8xd0OXU99z1AjuelLkz1oBZAhKA3shz16RlchF1Gu4bpQoQC2z1zr2WdXhYaN44c3f9liuKD5k7v2nNpLvGG+bOpTyjC1Rhe5i73oEqo0EVgumYu3ajeYi5G5PTISHL9Mxcv8RcMolKkCG4m8rcZW7zn5rYUziBuStVzNwRC8q4Sz30H9O1htCAbA5aU1OWrUS2GcGEA+y+AkX1Dg4XcoENq9vnu/H+XS4CsDKFuRMBc+e7e1W1G2XuwkCV09mpAyqvvgqs17i/vg8gYO70FsfL68lf3eQg1P6eXzcl5oSNgrtK+RCosQmZu4cfd+tSlo0zd/V+NjkcQQ4wd4J2zN3YfcHLMptuwIfPXnPgzheE9xNEm7Cb5eIM1DrfZpuWGXR+VlYj5/l4/U2CuSsztoe569lgql2UZiz9/jQcZ8EY7kkWTz2HzRdOSzX/bJrf6rTMP2qtvW2tFdba56y1H/mtfDxPMqM9d8FCx+XMnSZ5/XEzggmoo0XH3G022C0yVDA9WaZfgGxa7mZg2w3rSXaCS7V2b6BHj7CFwhHLY1mm99w1C5sJ2IY2gS4fKTH3J2JZ2Wn1UwC3Ye4aKWV/Mp6hnMvkjdsByCAts9xCzWdglIFR5sEdA157Ded+ISgydliWSTSOZoF+fjbDgna+u63aYq6QYO5yVAyoeyewY3Mmj3FuA+YuJcustsgmyikA4IjMHLgzVQTumhO2NlwiAHcSDGWqbmKzcWmV/VmvoXobEQoyDbD0mbsRWeY9vnPM3bPPXo25WyxwVNRYV+u9peouarp2Xy+PsNbbTspsre8qdK/hXMxb1rYpSu8HcSiaSMscZe4I6ilAGEgGqkie7Q1UEUE/nftcDT6PvbFzy7HdXmBXl8iP05sSMZu3sqFBR2XPc6fDbq8G3BmBC2nfPM/dmCwzqH5JyTKVUQNw92Yzd8afPAvCof1BiSq3jrmzNGDuVBvqsG+cLDMAd5HnLo41d6FUV2fudK3BbGcLAPqeO3eA5zx3E5k7XWEB1zlaz7LoXqtrDa4ngjsh3LUfhmQ04I7ULbgz1nTM3S2XKDxg7ooCStDOczcG7vbIMllYYl6bvWDi0EZ6tOeOYFhi3jB3u1231k5g7qy1eGle4c71L05+PmJop3juCj3w3DEunSyTBLJM4xQMaiThGkWBSsSbbckkqgDc9UHuQiywYWbI3OVXAHd95s5LdrUqRz13oSzz9vJ2zNyt7uGLr31xy9xd2B2Oj26M/npq0R5+NknMnDIoO+a5K2OPc38acHd2B3cvXurA3T7PHZu2jxCgez13JffM3b77ggfLDXP34KkjJ8v0NQNp5k6Czhc4VdypahKyTIUa+VTmrpFlyhFwx1hU1QUAVbmL1jnB5RDc2TrN3IlFFLz3VpnPyzLf4Ix67sLTZOlO5CsbLzSccuhlwNxtNtjNXU+L9W9mJ9XpmLs6xdzZOmbuyku38Xr9dWxtlWTuGmAnwKCD0+HKVMhq2p0m+okCVbiErLpFQVsN3nuTSSahajXuueMzFAuZ3Bwq0wtUKTcoljPMuAMDucix8ylbjz0+KCcwdyumsQzN0XnuwJ1/4+70DnNlh2mZ2RwlA8yEQBUAOBXHOEfM3FFC45tNVUw66W9mSSRW2jF3baIgE23hdGUqZKbH3IGhSskwtts0uFutXPJYX5Y5lbnz3VQMBHXq5FIp3Kdb1+13VeZuuQTbFsgDpjX5MBrmbrl0BwFshjXxC21dO98kScgyhXD/hYtoXTvAynrgboy5C5LYDk5KlinzdM9dw9yJWbTZ1z3mDgDm8ODOVshPRsBdNu/kvD1mwzF3vUCVZjPiN6zHhuFS2qunZRIyWZbZ986NyTKFiTujGGWujPrNlGUy4TZs/tRbl4Vn7mjM3E0Cd11/WMvcjVQhNHUyVx1TGzCLCNxRylCjY+64df1wUz13ShWQhGHGZ9idxKDeyTLraeAu8G66b3a9eeLsegfuiuKw584zdxXvZJkqAe6UTYC7Jk0yWAenyTIPg7s29Cf03PXTMpmAYk/G3L26eRULRbA8Sd+DXFl9CF73AIk8h6h0dGBUw3ZpmQ240xWEti5ifi+4ozFzR4VjYxvmjseqkIVYYEP0wHN3GS6/h+pWel6+JmynBXcJWWajflC1wjNHz7hAlcZzt76Hr3zuKztZJkocnzw1+uuZ7TzpTYeqk2Wm31dhT21yQuZu9SmXHNqkhiZmoLzYM4LwcVnmzmU9dJ67kfuCB8stuLueA+fnqKgNPHfomLvGx5bnOFXUMXehLNN2ssxczseZu7p2Pvejo06WOQbuOIc0iDp+VbWL9lupgzMDkw5UkYsoeO+tMp8Hd29w3v/8+/FVd74q/mCzUfRDhAA3QGHj091Wltkwd9uti/gHUFV+wa87eQq1SDJ3YVpmC+6WS8fc1eWAuTMIFjVCo5t7qb28bx9zx7MoZUvVGiJR/gi4gJgxcFfOxpm7GNztUM67ZKSc59hJ9/jPM/d3FYIc3GjuiMYs7O+bzbAgMmbuqiG4k2KGasYn9dwBwFl2gse0u7FcFBe4nl8fMndXAXc0x1pvnSyTdgtZ87q6IBFEC1kGjrJKPCebDfDpTw832us1NEVPlkmnMXeBLHMfc3dBKpxkJ8Dv//3ABz94+Oc245m16HQ89TBMBVkZ9/UAcj5DAf9YjIHhXSjOwToErZ0HkcXgZ6/n7ollmQaZnA+YO026QBUe9NNZa1ETCzaP5dNzSGyLS+ysQn6a3gDy2bxNSdT9GhMpe+DODGWZiuFSmKszdycnk2WZbeGwZ11LMxKokpBlhiEHb3QacCeogPI1FKraQdSInqfKqkmeOzoWqGLtIPlO8uyJ0jKN9YxUBO46RkfryjF3QjpZ/oRRuoKA64fcHecDcMd0Pf2wJpRmPnoEnJ66sCBr0sxd478e89y1skx6kLmjgWzR1J3nblpaptnrb4qqEELPHUmUmPMEuJvA3N19fBd3Lsjg8LWZSJZpDzB31AHjkI0zxKdlBn2XqtxC+MOARpo8mIBFbUYy6fIDttukPHUhF9hQHaVlAsBluF2YxNzRmLmjBEoVySoETljE3J3OTmFhsa02Lbh777PvxcuXL8MUDpjJdwAAIABJREFUO1wKg+PjacxdXdeglO2VZSrj3kej4//es/wMFASPzmaHZZlTwR0Y1NjhYwPuPHOnkQB3Pi0ZnOPB9gGeWjyFB0cMFmg7Sh1zZ2PmzoO7s5JCBAw/p6KTZcIgl4vxtMxUoIqXkQ6GsaiHGXBBNiFzJ1mGqpdfodGzYPj5ui/7OrzrqXelH9dn8UzXhX1+kvO+5983/GCPuQNj4DWws2ooy1zksSwzdy9JVe6QwZm+GXUXHB3xPzlZZheo8onHn2g3t9u6cOBuH3On+szdcPEIPXdSZJCFbk9GdG0GzB3gbu7rap0OVGGZS7hMbA5bn96f+3OQ/xlDWV6imGcRc3cu3KL1WHhPjqAHZZkKNWTQC9aCu8BzNy+HwQAZy1AucxhSTDIvn2YnOKdxWuaN+Y3BzeYqzN0RzbE2O9QEXaBKX5ZpYmAqCUeZOmltPDOf+hTwRV/UfXy1giJ95m4k+bI/Zen8YQc8d4oadz288IL7b+p4IHGyOMFFeYFn8Wzyy5RREJVur38ntwrAHevkyANwd3TkwF3DzGndAtZ2vvEbHUhJjJOwvgHmrvHcWduW7oaR9kJ0XjljDaglIL336ZxKbHcr7IhBfpYGoSJfQG2N/706lhMKAWb7ssw+uCO4K/dL2AbTgLuJskzApQMbrUCxL1DFJgJV8CYydy7QRlAO7Zk7pQoISyEsaV8PVWvIhPy8P4zLWJa5WLi1oiwHgSoiy9PM+4FxzF0f3PV67kDBG0A1YZRy/ZpSzLE9nsXgTlcOZI91d/UnBHcPHgDXr7u1sFawr70KGIPadgC/WT+a+7/rpIMDd5x0gSo8JcuMi4kZZTA6jK6/QlrmAXA36rmjQ+auYhjKMicwd3fP7+LOYzsK7ihJg9exEVygCMFdU2Iuus5NVe4gLIXkcvx69MxduHY078V6swatKiiG2HMnFriwqyFzJ4IDhymeu6A/z8ky9zB3hLZKpaaD94Y8w4PTh/jC1Qr31/fx/OnzuDm/iZdf+f9wOec4ztL3e8Cvjzpk7pxEdDQt8xBz53vuAOCOfAovXWO4vt0H7sx0WSZhbQ3EYHY7lNR1SXKRpRn9RuJKCB5sH+B33PgdeJBbd31bt672D9c0vNQxz3FawKlqQlmmNT7pu0Ym88HhZveHJgJVOB1n7nqyTFXGJIPkElXfw406Ce6+5h1fM/KgPrvn88zdZ2L64I7SFtyFDJegAmqZx7LMBtyFzJ1fNJ2nJ8XcuRMjwC8w1WUH7nSB5cBzZ1v5DweN4tVLUzoGaIy5qxUEyyB13Zr9lR0yd8B+cDfjMxQzPs7caQv8jb+B7BOfRKV2KHPRgTueY+ef3nPm3qBTmLuK1FHJKvLcxdyGzF1pklUI5WI2qecOAM5mZ3icAHehTKBURfrUaWSWPMfK7FDVGjJIT4zAnUYsy6QcVepm3mzM+tLM9RqK1HEVArmKLNMzd4SOMncK9SSGYzDLJbDZTGPuSuOAGpoTeb9QeXDXbKCnMHd9DyLe8x7gHe9I/u5QonNw+uAOBpLPYAlgwwCYINBFyLyVAZrGLzQAdxkuy0sYYiHP0ifOIptDNSyOSQWqkJZdMkaD0x64Kwkumb56WuYhcNfry2S2SwceZe5Sssw3E9yhkWWK1q+iVAlxfOrAnX98lU0EayWGcdGdTpele7/6hDwnywyYu9liXEa1Z1ygCoaeO/9727RMX/g8ZRqv0FzMsV1mMbirCnDQ9kDi4ITg7uFD4Pr11gNurp3BZE7e1RQON4xdLMu0ji3ykjzBBDRPMHfWDGSZrWzRmm4dfJNkmVM8d5LJJ2fuHn0Cdx7Wo37l0FtZ1/X+QBUAgsU+utrLwCNZZrmFAHXsajUCDsoSFSfRWk8IgagJ1OYyUnY0s5ALbFANPHcXLLiHTmHueJ+5A7SqOnAX5h+AtUnOlakgqMB1tsSDL36m9dzdPrrtPG+v/Aou5wwns3FwN/TccXcQNBJIovq9ov0J/t47/Abuntr9zF3//r1nxL7ezO0WJbOu524fuPNA+eHuIb70+pfiYb1BdXrUAtao587aric2z3G2tRC6DmSZropFGQVhKVg2wXMXMnccaXBHKTKDaO9T6SI6xJQ8mwzu3qqz951PCPkSQsj/SQj5ZULIjxBC0sfln594eoEqABy4QxUxXJxy6HkeyzKzBtx5z11tWtp9tAoBNgJ3F8WF26jCpZsdsXmCuXNfLwiHVrEsM9MY99w1gSrg7SneWD+IoAJrNcLc8QzljI0yd2Ljfrb8N7+AqipQzGW7yOcix467m8Bj720rmD0I7hRqiKBkFbMZFpb3mLuhvCjjGapFNhncneZnOOedrG2nd7iWX4tlmbpANsGj08yS5ljXBSobyDKZbEF7qUsHiCPmTqR77rZb4LnnhuButYIm9slkmWUJ7YHhmOfOVqV7Da7AWLZzFVlmoVpwx2nQ5WVMVCg8TZaJyY93jFlPTr/nztaQInPpa0GNhCHoZJkya0+EjTXgdiifnrMZHlbnyA0BuXYt+atFvmw39X1PEoQAr9Exd3bouTsp4RJ5pXR/xxQJ5D5Zpvfc9YOZmCXRRmwKuOOURymbb3SMrZ0sk4kWaCldgp9ddxvXhrmzGpIfDghiTMTMXZa1p/VhpyngQPiTMHeu/6/H3LEgUMVoz9yNyK8S48Ad3w/ups71687jBLTgDvCHnc88Db3IB+mSQK/EnDTgjnSBKklwp6PutThNsgM/k9IyD0jgxsCdpjZm7qhPkWzA3VWYu4e/gTtrMQqk3d8XViHsf10kd7aH9m/0FRpMyDa5V5U7CFBnT9jH3PXAHeBDhzYrr9rA0HNXF+55qGusyhXmmrqDo2YmMHc68NyJJi1TFe5jASAB4sPKxv5xw+Z4+LabwHaLe+t7uL287Txvr/0aLjO0BfGpCUPu2rTMcM3pjWPu9oCxENzhDHeP9N5AFV1fIVCF7AF3feYudegTAOUH2wf40htfige7B6je9lwLWFs5vapaWwOnwjF329qBuyYt00vUVa0gLQWTWRSiFU2CuSvZCLgjBLIH7pQq46T6z3VwB+AHAPxjAB8E8FEA3/cZf0S/HabP3AEQNVBYHXVmCSag5lnM3GXuJWkuzLo2LXCjNt0fFqZlRoEqUmKndzji84TnzqeEkZi5q0yFTNshc4eQuXPlkc2NXo2Au4a5SzFUMz5DIdPgTtUKcr0Dft/vg/z1T6C6eIRixmPmjrlN3blZYy7mKJs+nbGpa2f67YO7msfM3U4PA1VYhnKeOYnclLTM+TU85u51WlUrLOUSMz6LZZm6nBTA0MxSzLGxJcq6C25gjLc34TYlMmLuBKrUzXyzAX7n7xyAO7teQcFEGxHHwk0rMddeHkyRZu6asJGpvTzRTGXu6gqyqDpwx0RPlkmmM3fGDAqI940rfJ8I7owZMHecZ16KOEyvA3wQSiiXtBgcwuRshod6hVzBMQGJ4fOFC6/wPydi3fueO5OQZe5qB+4IORx40Mx26x5Pirm7vIQ9Pm5LgJthNdprb7TEXPeYuze7CqHx3DHRboyUriDObjhw1zB3Cd9xalw5dADuIuau13OXL8eZkj0zJss0YaBKI8u8iueOenDXC8LSVdH5MqfMCy8Av/RL7v+H4I4JqGeegs6zAdMFjASqsFCWSQebYHfw2A9UGcoW27TMfeDOpyGOTbLnTqmh544JKEo6WeZVmbti/BAhep2tOSzLFLOIHW5k4ExkgSxzCw7q0jLHZH1F0XadhSNBUW1XSXmqC6rYts/5ulrj2S3DJYI1awJzpzgZMnc6YO4icMfaQJUW3JkMD24uoBc5Hu0e4ebiZlsifintfnAXpG8a6zpU+Z5AFWWqw8ydv/7u1Ee4m5d7A1WaEJcpI6iI9nrR7HYoSY0Zn42DOy/LrG2NR7tHeMf1d+DB9gGqL3gmkpqy2q/1SsE0rGqe42ytIVTH3Dm23GU3SEsdWzx27w4DVRrmbgzcAa7EPLiuK11GsnnJM1S9RFNNuvCy3w5zCNwdWWv/rrX2V621fwPA8/8BHtNbfxLgjluCHelVIVAP7kLPnXR31AbchW/eMf9TDQvqF/LW1L1cOskngBnLIrp7wNyFgSqmhFRDTX/E3FHhekL8Y9TWPJEss5TphMvKVJCXG+CFFyC/4p2ofuWXUM54F6giPLg7Psbj4hxPL59GweoJ2nwS+4tmMyxqFjN3OzNg7iSTqHI5nbmbX8M5dzeoy/ISx9lxWw3RTKlLZBNO+pthcoYMHBf1tv0b3Mm7B3fVDlmv0Dmjcpy5+4qvGIA7s7oERRwawwhLF5L3Z8DcDW/Qqir2+w32jZcATmLutlXLXIdF7zAGNbsac6d6SXf7ZjJzZ21ClunkK6zXZalp4LmTMwfK6rrbwPeZO57joVkhV3YU3Il82W7qm5Lu7pN95s4MZZm7GhdNGuxU390BWaY6XoBT3krxACfLNEGgiuob4BOeu34/3hsd97oIcCahm0AVoyCu34SoETN3YgJzx3vM3WwWMXcRw5MvnrznrueBc547twZoL8sc3cQlxm1KPbibx15prcqrMXcvvAD84i+6/99n7p6+CTM/zNxpYp3nzgceOXBH0rLMYG1itAu0eaK0zKswd5VnL8gB5u4KaZl3L17CHbUY/TwLvJV1PQXcxVLLOuW5UwUEmGPuxq7HooBiCeYODGq77pi7nuduU23a53xVrfDMClcDd0pBs57njox77niwnjUJtzcKigfHAq/dWuB6dgZOuZNlrn4Tl9zsBXdOTdWoKTpZphqRZbo8gT1KkEANcada4K7cHgxU6XcMj42g/AC4My5QRWRtCnc0/rm8KC4wF3PcPnI1EtU7vzwCTqzxnntWlVO3Hz7dWReoIuLMgAG4SylBUrJMapM1W4ADd+HeR+kylmWK2cBvbGDB5RXqmT7L59AdeUYIeZEQ8m5CyLsB5L1/f35S00vLBBpwZyLmjlMOnfeYOx8U0lyYoWF2LC3T9GSZDXO3PZphLuZuwxN67hB47giLImErUyFT9f5AFSadD63xoHjWoT8HA1UkiTfTwWOQF2vg+echf89/ivLhq0Pmjhrg+BjnHtyV1O5n7qpqKBvJc9w0M3zXT38Xrn/vdZjaIN9WaeYuF9M9d4sbeCz3g7vKVJMCGNqREkuSoYZt/wYehDNUxWZQjiqpiHx+7Ywwd2p9CdHr3mOEJqXAAPAXf+4v4mc+8TP+D6rczbHx3CVkmQc7fvZNI8uU+8GdMgpiVwayzM6XiLqGoZ3nLioxB4ZF5j5QZapHkNmJnYCN7CQKVHHG89DDAXhZpvSeOybbuPc2KbIP7sQcj9SlY+56n2uGz5fQ1MJa61n3GNyx2sZVCM3G1LMRxxuNy9pvCKf67g7IMtXRfCB/ZQFYTskyVa1cBH9PlqmpfVPBHWMCgst2Y6RqBXHtJoRBx9whfcDVH9qvQgiYO91Py5wt3CZxxMf5HT/5Hfj5l39+8PFUFYLz3HWMFQOFkDMHkiaM8n2IczHHNudDcHeV9/U73znO3D19CzqXg74/ICgxZ6IDd7zH3A3AXR1ZIVxqaOi5816hJuFwb8/d/kCVpVxiozaOAQxlmcTGclsmXIqkUsOeu/PzQddmM5Wp8Mr2VXxhfTT6GBjl7UFubeuDskwhZhEb18jAmchiWSZhzvO7B9xVzA6ZO8JQ7Vbjnju1aZ/zdbXGs+c1LutgHT8E7spylLlr0zLDnjtKh8zd1uLBkuDezRluZ86n/Pzp8/j17cuoSI2cp++jAMBsZ1twlVRsryxT1WqwxkZDSHs/uLOb4S5f7QV3yupkfH9qBDvA3MF0skxih9dhUINwY34DN+Y38HD7EOrbPwy57HyJbh3sgTtC8Fwhca3svLlN2ndlKue54wI1IUlw98Cs8F/Q/y0OVKHD660ZaWlrbQJcD6kM9t5SzFCFANwYV1lyBTXVZ/sc2qneA/C/APif/X/3g3//zc/sQ3sLT1KWSbCj8SmiYAIqz2LPnf+25oTM2ADcjRRK16iTsswW3BGOQYk5DZi7YPNe6tLJ+/YFqlAvy9QBc5fQKh8MVMl48qSyMhXk+SVw5w6yL/0KVMcLlJLFPXfUACcneFw8dswdPcDcJXp2MJvhe/R/gk9926fwa9/ya3jtz74GXqokc1fO+MAYPzany+s4l+75vigucJKdDJk7UyKbcNLfjhA4sl6ex4KTr4a5K9aQNn5sGZPpk9YR5k5vV0lwN8bc/bvX/x1eOn/J/aOqHMtBuQOEKebOJ+490XhZZhQ3nhjH3AXgrimNtraVZY6mZaY8d/20zD0TJqftnWbx6jN3IotCRADAUICJgLEQrI2KZzWGgSpy4Tx3lo/6cmg+dyDSGh8VH6dl8hptRHVUheDZCAfu/AZsKnN3QJa5XWSYi/hvYbar1BiXZcbgrk1re1OZO+nAXSPLtBrixi0IYzvmDmY6c9cHd5HnLkxVlKjCw7/e/MqDX8HHH3188PFUoAplLAhU6Tx3k2WZxskyc5Fjm7PoffJEsswx5u7WDZh8NmDuCHob+MZzx9Ayd4piCO5gomJix9wFnjt6hbTMAxI4SiiWcumCQRpw52WZ/b9HUTtk7mYzJz3z1Rj42Mein/8rr/8Kvmj+HLJsnLmjkadwAnMn88iHZYgFFQKUCxfuVNdQVeGSUrN8nLkrS1RseBAmwKF2G8/c2aHnLmDu1rsLPHNpcamDw6JD95fLS2jJ4547ap0vtikxj5g7PgxUuVB4MLO4d03itjgDANw5vYNfUi/jGDJSE/QnzEEwaErM93jujII8tJ74v/n5NccncY46k6PgbltXWLJx8BmOk2WOHD7udiihHXPXVHX0D5X8c/lw97AFdw+2DwZdxu0hZwjuAPzxTyzxN/95d49snifH3JG9zN3r9Qr/Cp/umLvNpi1OT01Wk3Z/CnhQHTJ3Mo/BnVJXsmC8FWbvX2Kt/cB/qAfy22pGZJkFqWPPHRVQmYiZOx8U0oG7GqyJvgcZCVTBkLlbLrFdZpgL5k3W3SlM5LmjLJI7ldXWee56gTD9QBUZAAfVJCL1RjAxztzxDGVGXc9RbypTYfHwwjF3ZIPqHW9HUS6Qcbdo5TzHjnTM3dtP347Hm08eBHcD5m42A9tscH0elD03G67eY60ygZrY6czdDIAxEXNXhqmkdYVMTLspA3DMHQQYaBewwUV78l7u1gPJo2RZ9Dvb2WyAt7/dHSpsNm2yqtqsoi4YwG+WR5i70pTYab8RKssW3I157ppQhieaIFDl3ure6JdVpoLcFJ0skzAn16rrFtyJQJYZAcWE5071whD2DSUTZZkpcEcacEdg/KJa2xrEArSRZVIBJRlQFDDcgtdDb+xcLvByvUG+79ae561fbCCpTsgyW8O+l2UerStcmg2stSBTmbsDsszNnGMh400rDWSZ1foCuohBjq61M+h/pgNVuITgmTvx92ynuPU0xMf7zN20KoQa1l2Pzcaz8dz1mCHJJNTMrw+JcBxd6+RBh2N1h4EqJgpUIeByBk2mgjsFTjnmfI5tdj5k7q7io/3CL3Tf/+DBgLnTt66D9Tx3GcuQ8azdZEfgjqILVGFDWaZbm8JAlSBYJvCkRbLMy/Th0SHmDujW35MeczeQZVIL7Nz1FB3QNOzdP/yHwLd+q3uO/Hz03kfx7uUXA/Oh2qX7+4LKC3s4LdNJLbufV3vmjlAK6v2/ShWeuZuPg4OiSDIpknJUuzWQV4Pnoc/cre69hGee/pL4mp7P999fLi6gMj4A/qOeO9qtZy1z96jEQ6Fw/4ThaeokmM8dP4fKGtwk40Aa8IFjbRWCO2TnzI5WjDjm7gDT5p+P+brEydkc92caz4wEqqxsiSVP12L0xzF36dfPbjeoYOJwoqb6oBnPgjbM3VzMYWFxXpz3QtgSzB0Aks+ButuHNrJMZRRkTUC5GL13l6bCDtqBu0ePAK2j/IH+SEvjtMw6DrySYoYqDJNK9DC+1WeSUJ4Q8rWJ/76aEJIuUvpcn1RaJgh2LF5oBBNu8Q49d6wH7uqYuUvKMkkny1yIBXZ6BzPPsV1IL8tMMHeN546KyHNX7dbILBuc+veZu4xn7WPUMBCJU+s2UCWx6ZnxGQpBkwbySpeQDx87cMckqi/5IhRf/7Uxc0e089ztHHNXEnNQlqm8+b6dPB+mUPUWg+bvKCVFDUwKVDmdneI8B6BUC+4ylsWyzFpNOunvHoTEshYOwHmPEeddWmZVbiF7jy3j8e9sZ7t1QOZtbwM++cn2w2q7jgutsd9zV+gCRXM65pk7RhgYSXvu+kWiV5oxz92v/Rpw/373OxpwF6ZlCuYAVZOWeYUqBN3ziewbBvrGmDueeZ+ZN+jXnp3zr7dgwskyi8IFqqSYu2yJh7REvm8DkecQHsA5SXUvUMUgkGUacBKDu2xTghHmXvurMHd7ZJmbjGIh4o2US8t0z0V5+Rh6dRF9PhmoQtmbLsvkXIIzD6y3W5f4eu0mhA6ZuzoOaxoZx9zZDtgRMs7cUYEqXB96o4xKgruULJOGVQi1BiNPIssU7j2T0V7PXdldI1OGkE6a2Wfu3vUCzNd97YDpCkO5Qs9d5dNsx8Cdtn3mrpeW2ZSYT0nLtIc7xdr7U1P3oPUgiEsw4dI++z13gPPdvfIK8Of//MCy8LF7H8OL2fOjHXfu7+jW+noCGBUia69hIO7VZNYFYzhwxyFnc1T1HnBHhuBOUO6Kz5VyRdd7PHfrB/fw7Lvfh4syeJ8fur9cXEAL3v5cRlwUvxoBd5xwaNOTZb6+xgOyw70j4DY6r/YXmiWO2X7gFHruGkWUoGI0hdYxd9PAHdZr3JG3cDfbjjJ3a5TTmTsmB77l9nEVG3DQLu2TjTB3AbgDgBvzG3hl9UrM3MEH//UBU57Hr4Vn0StTQdbE3RtHmLuqVijg9ny4dw9YLl142migCo3C5FQ/zFD2wJ1P9nyisLfP0pnqgv4QgP8VwH/t//u7AL4dwL8ghPzxz9Bje+vOiCyz5Bh67kLmbrvFjrrTthbcoQ48d+OBKs3XEEJwJI9wueDYziVynnvPnY2/3i82znMXMHe7FWRioR4wd0H6oxqJkD0YqCJIkrlTm0v3PUdHDtzVCqWpukAVnmPHAXzVV+G8OMfto9sorD7M3PXTlWaz4UKeYu5YhkpyB6Kn9tzN3O8cDVSpFTI57cQNACAljqyACMAdCwNVyg2yHluTsQxlfzH2IAdSAs8/H0kz9XYFQYeMbbKzDj1wV5Y+fMMzdylZpi4PS1LGJkzLrPyG9tEj4AMfAH7wB9svq0zlklYDcGc47cDdvkCVpsS8Ga3b7r4pMyabHkwS3FlwmUWJuG0ipt+kc8qhfCKgsQbMJJi72REezoGc7mGR8tz5xWo1rDERAjzw3GkbRG03bMRuh2Ox7FJ5p3ruUrJMa4HLS2xmdMDcMZAuLdOqQfhHK8sMA1UIQ00AO6WeYcJo4pk7JqBmErh/H0pQiPkRhKlj5m6SLFO6e3FTgwAEzJ0eMncZHwV3Y8xdKlCF0ViWyUE9czcR3PmU5LmYu9CviLmrribLBDpp5sOHwA23UeSUQ924Bv1H/6uB5y48IIwCVbwnVlCvYjAmAva6pyphLAA/geduelrmRHAXyDIbRUMzggbgLpRlAu498t3fDbz3ve7zwd/y0fsfxYv8C/aCuzAt0x3i7u8e7G/4DemUAqxl7koIKlw/5lhyclGgokOZnKQSVbHxPahD5m6r/N//+utOlvn+PzRk7g6AOyUDdogQsBoo1M6xSQPPHYPx9wblmZ8b9y7xoF7j3rzGbdM9t3fKHMdiuff5Y7arVmj2apzxdCCJ/50HDwubIvP1GnfyZ3CXr/eAuwpHBx5jM+61Tq9PZblBRjvbRxLceaD8YPsA13N3IJMEd5a0aZma0RjchZ2DjEPDdOCuCfFJ3LtL68CdXS7dYe5y6fIhRrqCJWgUqFLZWDYvZQ7VY+7MFSwYb4WZCu5qAF9mrf2gtfaDAL4cQAngvQC+6zP14N6yk5Jl+qeaBxeYk2XymLkjBidi2QKBUOdPQZIbbddz112Ux9kxLnOK7Zx3zB0JmTvbeg0EE5HnrtoNQQKQCFThneRPo4ZIpAxJJrGpNuOBKsymZZnnD9sCZskkSlOi0EXM3LEa9sMfbj13JQ6Du37PDmazScxdxjOUgkwOVDmZneAyA+qyGA9UsQryKslMUmJp2IC5037DVpW7ASiXIkPZv5k3mwlCgDt3InCndptBKEQoY+lPqcsW3NmqbD0HdMxzp6vDkpSx6ffcWQt80ze51++iO+mtTAW52sZpmZy1m766z9zpQ8zddFkmw3j4TDQJcKeI62AMPXftJr1h7qho497bpMg+c5cf42EO5PuSWPMcvIaXZcZScQgBZoJAlTD+vWEjdjucNK/DVdMy+xuG7RaQEpu6TDN3/n5XWZ0Gd8pE91pCiJNzjvU5XXG0r6IQ1IO7e/ecdzdfQKgnYO6EZ9vDQ6SWuYuZIcEEqj3gTtUqZjn8tMxdAHop65g7bSowwsBF5kDGhFGmasHdVmAoy5zYtdVOirljAqpWrsPxAHOn/HOoqO2YO+uTjoMDBI06At007IGzseduEnN3VXDXMHf9QBVSD3vuAMfc/dzPAd/7vVEsvqkNfvHVX8SLePogc9ekopqpaZmBl7UmnceX+feR8ooLOVsMusHaKQqoJHMnXEl6VUGRhOdOeebuR38Uq6XAM1/w5ViVK9jGRjKFueMs7jCzFIXeOTa533NHGXQdyDIJw43XVnhQnePeTOG26r72zprjJBsvMAdiNVUL7qiIgUMwVT3Rc7fbOXC3fA532eUouFuhwlJMOyTmfJy5K8stsjBxlNPJzN291b0ec+cBr1LQnIyCO8oFaliX0F6TLsQnydxpWFiXAK9UC+72yjIbS4q1UL3AKynnqML15HNVlglFkOXCAAAgAElEQVTgeWvtq8G/XwPwDmvtIwATdjOfYzOSluk+1fPcNSckSnlwp3EijlrGxXWnhJ67tCwz3BQcZ8e4PM6wPc6DtMyQuYsjoENZRlmsk7KBQaCKmLU3ekXsKHNnkU40mvGZC0FJyTIvH0NeuwkArZyxNGWclql2KHQBAoLT2SmKuuqM6KlJMXcpWWaCuZNMojpZou4t0mPDKcdcE6y35+PMndV7jfGDEQJHhg9lmaQBd9vBopGJfLgYBx67FLjrxyozQlGPsCCFLrDzp2N1VYF6WQcbS8v0iXtPNH1Z5t//+8Av/zI+9V3fhAeXnSxT6dL9DhEsVH1Z5p4qBLW+xC++6sMejHHX9mTP3cTC96TnzoILGRV3m9q4REzPwAjmje5NJ1rKc5cf41GOvQlvmM1a5k6RehioYmy7ATZ1UJUQgLvj7MQBi6umZfaZu4sL4OQEG7V5cuaud691oPDNWZYa5q5VWdy75+TdswWEDpg7kj7g6g8V/j3r7zO/cP8Xep67XvCGfHOYu8hz18oy8yswdxqCOpn/ltueLLO6miwTcMzdL/yCO9wLZZlGOcaaHmLuas/c2a4KoR4WPjde1mbCQJUQ/LRpmYeYu6myzNBzBzsAq6oBd2HPHQA8+yzwnd/p7s2B3+w3Hv0Gbs5v4rQc1p+EEzOTnf1ibIayTLSe7qaWpek4FPkiAoLRlKVjr3t7B8kkKg/u+gxmLnIUukA9z4Ef+zGsZxRnszNkPOvuy1OYu8DXBfh8A1WkZZlUxJ67XYXrs2t4uHuIe6LE7aJ7/HceA8d5uk6mmVaCiOawwIW7jKZlWn2YuQtlmSfP4y45H2fuiMJyKnPHJdSIrLastsiaFG7KoZuqjnCaQJXtwxbcXc+v4966D+6CQJW+LDMAd4RxMFDs1A6i9n7kUebOPZbdzP+sq4A7pVAJChkcEMlsjor0PHefo8zdPyeE/GNCyJ8ghPwJAD8O4J8RQhYA9hezfC7OPuZODtOC2gSg7RY7aJxkR+2m3NgajO/33PWZu5PZCS6/8kVsv+lPOnDHeATuTN9zFzJ3wQlOOANZZgDu9MjGprmJjcoySZ1m7lbnkNdvtd9bmQqFLuKeO73D4+IxTmenjgU0Xn4xchNEWbanvN2DSMgyU8wdy1DeuuYqJyYwdwBwWlE8Xr/uwB2bQ/7Mz3Xgrq5RkhrZhJP+dqTE0lBI0E6WKWS7OatUAdljxSTPUPbBXSgDCsFdVTn2aMDc8SRQA2JZZpiYN8rc+dP/Jxpfln0sj3C5fQx8+MPAD/8w/hL/F/hB/Nv2yypVQM46kDCQZdIuLfPtZ2/Hx+59rA0gwHKJH5G/im/4sW8AANgrSjUcczdBDqi123iHDAOx4GIGBgQG/ZiBCWWZuti4AyMaX4/5/ASaAfm+09w8hzAW2geqhJ4k57kLZJkwSebuuEktvYrn7vjY/e3hAczFBXB8jE21STJ3zcFCBTNIdkwxd4Db3E3qZpwwBjaQZQrglVdcQmO+gFCmY+7IFT13RQE7y/Cev/sebObcMXc9T1fGMhSCXNlz19ZkjKZlGpeWmV0F3CkI7pk7Vg/B3VWZu6/4Cgfusqzd8LXMXR0zd3fO7uCb3/PN7b855U6xsNu1IR4tuOsVPmvEB49j4KdNywzYsv6412f//eskO+k8d0rBVpU7FAw9d1S4azkly/y+7wP+yl9x/z94b3303kfx7tvvHn59b/qyzENVCFJ0qYHWWtQ0kGX6SHulSrfm50dxwmA4RZFMLxRcupL0qnJe1WD9pYRixmfYzQVsWWCNCku5jH3VU9IyOY1+LgfBTgeyzEGgir+nmApitcX8+tMgIPg4u8TTu+51+prfoPgvv+gP7X3+nG2hScu0XpYpBgdRzbhgjwPBSwG4e+b0C3Afm+EhNNzruyNmcCg2NoJno+C8rHbt/srVSYzIMqXEg90hz13A3O0Bd+AcHBRbtYU0B2SZ/nEXzHusl0uX7D6WlmlZBO6UjNldB+6Ce98Vk7HfCjMV3H0zgL8H4HcBeBHADwH4Zmvt5vOJmolJBKoI/1RHzB1zJ5VhvOvOVjjNTlGF0ix/UVKkT6TroOcO8KeHaoMtMelAFXQMFKdx4WZZbPaDuyZQReY95i4tywz/N5yMZ84gm2LuNpcQN59uv7cBdw1zl7EMyig83D7EWX7mgKIpO616aqpqmOaVkmWOMHcNiCHY72Fo5qxiON88xEV5gZMSkD/9c13nXFmikiw6STo4UmKpaI+560qIy2o7YFwzmaOyE5m79Rp6mega2yfLNJ0sU+uy3Ugwf630p4mefqLxByYnNsPl+WvA7/29wIsv4hN4hEvVSSkrVUbgzqVlellmXcOwLhTnXU+/C2f5GX727s+6L14u8ZGzu3hcuGvSqBKsxt4o7HBcWuZEWeZiMWTu5Mx57pr3vlaOgWkk1FS45M+igNltwRLX4nzhZET5PlaYMSfLLLYD2VrD3EWBKs2iKPxmqapwnJ9ezXPXMBR+09vO5eV+5s4/jhJ6kOyY8twBblOqp6SWThjtVQmthP7ePSfvni8hlGfu6toFe0xJyxQZas/cFXPHmhQzEXjuemmCAldn7mrjWN3Qc8fEIFCFy5mrD5gwqtYQzDN3tAfujOrY3alzcuJYqutdUnHE3JF4Pfvw7/5w9HWauHoTRQJZZoq56/nBGenK3OtAchzJMsd67iZ67i7Ki7Y2xOgK1JLoHuICVUZkmU3IDhC9tz52/2N48ekXD4I7FshvXRroAeZOztoNv4UFsQBpDg/9IYlTQwjH3I0wUigKVFYPPXc8Q1Xt3Eaf1IPN80IssJkLFL/v/eCe9boSuLu4gGLoMXcUhQ6Yu8jnJaADcCfXO+DWLRfrT7a4HQTyvuvuFl/7zj+y9/lz9TeBLJM6cDcmy7wqc5cvT114XOLQelNtkFsGKtIApz9inyyz2LTs+JMEqoR/EyN+DevXC/QCVcCYY+70DtKgS8tMyTL9PqbQhTskPMTcIQB3VeX3W0ENWZY7aXQzn6vMnXUC6P8HwM8C+GkA/8zaMf3b5wfXr7cm8WZSzJ2g7qSyLWbcbLCzCiezkxY41QhlmWmJXFKWWV5ip3cBuIsDVRr2QjDZ3uwADxISbxhXTG065s6DO2stDLHg2fDUul8+G86Mz1BY5UBtL9lObdeQt263P6MyFUrdyTIJIZjxGe6v7+N0dup+VpPcN5aYmejZGYA764tle8A84xl2agdK6OSN/qnmeLx95Ji7WiDbVt3NpihQZiyZIjo6UuJIU1dU3oA7kXWyzKpoZRXt4xY5yv5J6xhzt15DLecDZo0Stj9QxTTMXdneGClhI7LMKxa392e5xLFmbvP0wQ8CAO6q17EOfHOVKSFnnUzF+QdIUpYJAB968UP4yMc+AgD4dfIIvzhf4/HOgTulylZOPWWchPWNgbuw7kTrEiy4ywrmZdxFAbPbgGO4cZvnHtzN9kt1hKVQu/Vg89sHdzro0ISU7j6VZTieXdFz11x3ftPbTiPLHGHuWlkmTOsvbUbVapy5e7Nkmf754ZRDS+6YO1K7QJWGuVMKipNJ17YLVAFQFFgv3eMucxEwdz1PEq9He+5UPZKWmZJlhoEqtQb3pdSaYlzKHv4uG4I7nWDunuDQ5oUXYnA34rnrj2Pu3MZsIMvsM3fEBRU1M2TurpKWeXVZptFqcAgTMXd9WWY4KeZu39e3f18HXg/33M3aw902nddfN63nzlQQTELmS7chTiXRFkUbpR/9fC6hqsKtv9YM1peFXGDz3hex/u8/hKV096wI3HnFxuhcXECzuL/WMXdFsucuVKJUpoK83ABPPYUb8xs4ITnylX/t69pVUpyd7X3+XO1PIMtk3O2pxpi7BAAeTAjujs5cBUAC3K2rNY7qoUpsbISYRQf57dQ1ykevtTYRTjlUSpY5EqgylGXSQJaJceaOMXAvy5TGHXwZYkdkmZ650z4Je4oss1FKVRWUYBEAlbMFKhqDO0OnpaG/VWZqFcLXA/hXAL4OwNcD+H8JIV/3mXxgb+n5hm8A/vpfjz7EW+YuAHd95m67xa4ucZKfticVxt8wAMcMpGWZaL8GAI6luzlu1TYpywxv+pzFnruq2ibB2CBQRebOB+Mj2Ykcvsn2Mncsc0zW0dGgyLwqNpC3n2u/t5VlBpunXOS4t77XavQPxrJX1TCqub+QN6d8PQCXsQw7vZssyQSAM81xvnvswJ1mkMZJXpvf0z9JOjhCYKkIhKXtzZxxAe0faqWL4alplg9lNJtNtzlourM++UlgtYJa5oNNVShj6U+py9ZzZ3TVdl2Nlpj7g4EnnsUCRw8usaIa9mu+BrrW+M3yNaxNkIplKsh5DO4MT1chAMAfe+GP4Sd+/SfwaPcIP/DaT+K/+8QxCl04BkGV7vmeOOFCv3dS4I66g58wRMSoHrijwjEtRQG92yYlV3PPfuX58d6HIEChNysoinhjLgSYqYNAlV7P3cUFkOftPeZKnruGueuDu+Njx9z1wZ33s9S2dt1VCeZOVHroucObzdzJiLnTsBD5EqIyLn3Od2hOubZZ47krS6zn7nktZ16WWcfgYSEX2DDzpjB3lPH2IKhhxjiXDtxNqI1Qvg8xFzm20HGJuame7MT7ne8cZe4mgzsv9eOUu7W0x9z1VSUhuDPWtIqXaWmZV6hC8ODO1UTE71PBhLsvp2SZ4fj1zFrrmLvbh5k7etUqBJm3bJwxCtSiVQo0ZdRKO3AnmIQSNPn81MUOBkNmToqZ6xtLeO4Af4DxB74aq/f97jS4m8Lc9UKvuKUojGMbcXnZJicD7vVv7m2qVpCXa+DWLVyfX3cF5s1BymrlroUDwIlFgSqHZZnukOQKzN3RdeygkuBuVa2wNGxwGD02/fCcdu7fR3m8aG0iTpaJSczd9fw6HmwfJGSZI1UIo7JMf28cuR81+5id3kXM3dgBuSQcZVDT5Dx3IXM3h6bognuUulIy9lthpu5c/icA77HW/glr7X8D4D8G8D2fuYf122+EP2UfeO5q3TJ3drNGYUqc5GftSYVB3fbOUBCYRFpVDRuDu6wH7ihrF3b3MzsZp2CyvdkBQFkVyRPoQaBKNkdljdtgWZK8Ce4Ddy3bdu1aLM2sa1TVDvLpZ9vvLXUZBaoALjDildUrLXNX6nLvwmzLEjrluQuZu4TfrnkMhS6uBO5OjcDjnWfuFI3BXVGgFHQ0xjc5UmJZYZy5U0Nwl4m5SxENZ7vtZJmEAN/2bcC3fAuwWkEv8rQsc4rnTnVdVw3L2x8H7q4AaPuzWID/6I9hZhk2OcPLly/DWIOVDTZzRkHMg8WcMpf8FaZlBhuea/k1/MEv+YP4oX/7Q/ihT/44/uQvS9dTWJy7TetEGS7gQO1kWWaeu/+ta6CuHbhrSsx1IMsMmMPW6L7bwew2aXDnvXb5fH/Km7AUan0BzUn8mggBruv29TO27sBfw9zlebcBm8LcWdv1eTVBE800ssxqTJbporKJxcAfNua5YyOpwk8ymlgwnvmOQY76lU/DErcR4ZZAqcIxd4xMOqxx0iMny1zl7josG1mmNRHQXogFNkSPe+4eP8TlZuhZHgtU6Zg742SZzQl9qnuw/7ushuCZY+6IisGdVk/G3H3gA8B73tP+M/Tc7QMlEbgjCc9dFKhiozWX0jSzNSktM1DRjE3Uc9cyd/H7VDLpZHu+VmQ0IMUfnPzmxW8iYxmeXj49lHH2JkzLDIPTxkYEkfC1qqLDpCbQSJkKgkt30Cpo8jBHlVtIwgfKFiFmULqErUrXqdkHd9J13a2rNY4yd99upa3AtLTMXhcpB8XOeCXJa68Bt7o6Zs545LmTj1etLPNpeb0Dd48fH2TtAH/Pj9IyxX7PnR2ym4OZz9sD73x+jJ1Ng7t1tcZS073XQziCZ2nm7qWXUD77VM9zh6Tnrs4kHu8e41ruDoYbkBeBOxJ47ii693KCuWMg2KothLGtvLROhJJdmbkDi5k7TiNQTbKsDRUDcOVk7LfCTN2tUmvta8G/H17hez8/CJi7lCzTM3dlsYGgArNs4QoWrYWxNpZlJk41DEHkBWhujh24G8oyW6+ByKCC2PBK7ZAlYtQHgSrZHBW0k0Y9IbgrdeluoGGoyv37jtVaOOahKeIOA1UAz9ytPHPHDjN3qtqB97wPA3CX8Ns1j2Gndlei7M9qifPiwoG7ijhwV/lNQ1milPTqssxyCO7aQBVdDkC5zOYo+9r/kLkDgL/wFxxz9/3fD7WYDU4VGeVJttha2/PcdaEKY547Zd8guFsugR/+4bZj7e5jJyldo1cOH4C7oSxzKL340Isfwvf83Pfg+ZO34cteLltwd1VZJiVsehWCEB2LFej9Q1+tURV4X5bZMHfFNtkt1oK75f6UN04o1OoCupc0BynBdZ2WZQrRMXfZFZi7snTfy1iauWs8dyOyzMpUmNcsPmnF/kCVN4u5MwSd504yqNfutQd1gnJo3+dUcTLJT+qkR3CyzAbcSeY8rxQRMzQXc2ygxpk7VeKiSjN3/KDnjnWbuAmdgI658+DOVpFUVBsVdyVOna/+auCv/tX2n0/C3FXEdD13Y7LMfqBKU2JubXttT0/LnAjuvPxY62ognxZUOLZsInPXsnbAJM9dc+Bn6jry4qdGBmXORlXuUKD5WQ1zVyvP3AnH3CXW2KpyRefDn5+j0qVPUyYDsNnUIayrdZq5azyQKemw78hUPUaQg6CoPbh7/fUI3DEqoG0QqHJ+6WSZ+Q3cnt+6MrijTf2NtXDnKY3nbrj+WWuhe5H8yZnPHShdLl0yuK2SgSrrao0jtT89NRwnwU2w9C+9hPKZp2LPHSXJtMxzWeMoO2r3CUlw1yhY+p672Swty9Q7SA2nGqnHwF3guZsA7rIQ3LVpmXFwmKxJ9DWfq8zd/00I+UlCyDcSQr4RwP8F4J985h7Wb79pNmKhN62VZXrmbldtkYsckmXuhEypmLkj6TQ+x9z1AlU8c5fz3N/ww0CVIC1zvoTedgt1qQpkiXCUJHMH78Gr0+BuX1pmK6XsM3cvvYRqnkXf2w9UATxztw6YO1PuB3fldiix61ch7GHutmp7NeauzvC49FUIBWJwVxSoOL2aLFNKnJYEeR2mZWZucwYnkeyDu8y/RtGEzJ3/ufjIR4Af+iGo+Swhy+RJFq65KUbgjjbXKUt/T60PL2z7ZrEAPv1pHB/fcODu/C6+4PgLsGZdcXFlNeSyY6045TCs67kzia7Cr7rzVbi1uIUPvftDwHqNs/wMj4vH0Ppqskx3YjkxLbMJXSpLz/y490sk89FVxNyFskxTbJPsRgvubj2z9yEIMKj1JRTvdfswBm6c1A5wLBDnAXPnwd3J7AQXxcU05i70CY3JMhPMXZNEV+oSs5q6hT84NNBGuVTIXmIomyqPnTCaOs+W89wxqMtziEb1QLhLAvSv35T3MwuqENYz97jLjAGXlzCCRQcPC7nAxpbjzB1qFFZFFSsAWqn8uOfOMXfN9VNXhzsBtTUQwoO7OgHu3ojc2k/D3PUDVfrjUqaHssxBoErAiDcTBo7U1kSeO2MNbCpB2U/TY7Zvhp67CqzPZrEY3D0gO3z3z3539DU7tcMf+KJ/ifd9/HvwHT/1HXj30+92nzgE7rjoZJmoDx5IimzeMndGV9GG0MmiK7fGC8/ccdK+3//1p/81PvJR51euql2yQklIx9wpXSbBX8PcrcpVB+5kAO6EcO/vFLu82QBZ5q7NsOcODEUjFX7tNeDmzfZznIvYc/foArh1C08tn8JzR88+OXNX1zDUrX2Cpz13lanAQUH4gfdKnjtQuly6ZPC6SssyyxWW1RXAnZilKxpeegnlUzfa/ZWgAprapCzzQWZaQAccYO6qKmbDkrJM4jx32gLcH24mDuaafUwTqGIXC5SN9DYxErznuesdvknp9mQhuPtcZO6stX8WwPcDeCeAdwH4fmvt58vLrzDtaW8Ql90uSN53tqtL5CJ3bJVkQOmLof2GmIIkvUyGJErMI1nmeKAKb05z/IJY6gLyELhjAjSfg1t36sJr7GXuUgxV8ybS105j5u7uXaiZiFi/fs8dEDB3+ZmTuRiFOh9fmKtq52oEwukv5GPMnWcGr+S5sxnOK8/c7QwyDZSqA3elIFeTZQqBD7y+wA+ev7/XcwcnZdUlZI9xzbIFSnKAuQOcNOq7vgv6+tlQlsnSVQgNqAvBHWs9dwx1YhFRtUpeW5NnsQDe/34cz89a5u6Fp15w8ja/Ae6DO5eW2WPueqCIEoqf/5M/j//2P/pTAKU4lcdOlqmqlnGfMoww1GM9UOE04C7L3KIdxDDHnrtqIMtU1AEDUxbJbrEW3J3dGnwuHEEY9HY1LG4lBBwU2p+eJgNV8hzX8mt4VDyKurhGJ5SSjckyxzx3tWlLbrlFJCF3KY3D54DbK8oy/8k/AX7iJ5KfatMymYASzCVl+soRQbkLi1AKFZvqucvctq8osJq517YU1IE73gN3YoFNXcJeDovK3WOrwUCxKuPAFWMNmBn33LlAFX8PqQFdjoRQBRMydztTuMMSD9JNrZ+MuetNw9xNCVRpAIlCPR6o4gMdQrUAoyLw3HXMFiWuo7OeZW+IuWurEFrPnRph7nQbqHK3fBX/4Jf/QfQ1r25exb/NHuMvzf4gfuA//wF85+/5TveJA4EqIYiv666kfWwcuPNg0OhYlumZO22cJLft5fXg7t/c+zf4R7/2jwA4xU8K3Ek5R6WrqConnJC5O5JOcXHS1Kw0M5+nDzg8669q1WPuKHZ1CVHDPcfHnf+YMdEePFamgnx4ATz1FP7Me/8M/sff9T88AXPn92TGwDAn+edcJitGXlm9gtvk+HAASp+5q8txWWY57DodG5Hl6RTPu3dR3roWyzIJkrLMB0K1YSoAcH3edVQ2wwhzh5z9BMpUWqYl3nPnwF1zzfWnsZcUugBOT6GPl2CEjcq3JYnB3eAwXUqIOgZ3TgH3ORaoAgDW2v/dWvvt1tpvs9b+H5/JB/XbcThhIBagQXJXlJb56qvYHefIee4ATQvubMDcpTctNYnlPM3NMQpUCQ4PDerYc3e0AB4+BOAu9lT/Wj9QBVkG6c2w4gC4G6XOeYby2vGQucv4ANwNAlUCzx0hzu9SLmZ7ZZnC9t64Ez13GXeBKld5459ihofVBTZqg6OtcadEqmh/T8WneXTakRK8VLhdZVHvWROIUNUKWa9IXs7mcdwvMGTumvlrfw3qT31omJY54rlrah12OgxU8dcpHfHcvVHm7uZN4I/8kXYDdff8Lt55651YZwQ4P4epjZMcH3WLufOpxT13qdPsW4tbDrwvlzjjR3i8ewxlrgbu6FU8dyG4CxbBsBRX95k7JtymwcsyU9djLtx7d2+JOQBOONRmBc3oUIpLKLSXakcb2oC5a4z0B9PsgJht6DN36zWwXKarEAJZZmYAXpMo/GkM3DHQlnmcND/1U+6/xDRBN4I6SZpiaJ8vQUXX4TWRuaNCoqaA3e3cdQuglBRYrWAYjV5TwQQYoSg3I8wdsbiGfBCqkgpUIX59sNZCB542bgnUFHAH3TF3atuFgMHLY99s5u6A5854CKN8cXaSuevLwpBIywx+DyMMWjC3qU3ZH4K1eGxav5j33GmjBqBGMunSsIsCKApsqcaqigH6qlzhBuZ4n34W73v+fTiZ+QOrQ547JtqDXIMJJeazuatlQFP90t1vWs9drSB41jF3/jBnU23cPQBOlpm6/oXIoBiB2m3SzJ3oPHdJWSbgam9+/MeHD96DO13rgeeuqCvwbeHWjIA55UxA+7VJGQX54BFw6xaOsiOcXn+285JeiblTnZ/bBxWp/roL4O75Xdwh1wbVLYMJwZ3IUdQVbDkiyyxt8kA6NS4tc4S5u3Hak2XapCzzAa8i5m4u5u2etZnIc0ewn7nzBIFUHtyNMXf+ce/UDvjLfxnVH/v6vbYWSRjKkLnrH75JCakDcKe1O8j7XGHuCCErQshl4r8VISS94nx+ksMJhTCIQFCUlnn/PnbLmZdlyiRzx0CTzEBNbFs8Ckxh7roTCk451NEceOBu0qUuIeXwZDDy3FEBzGaQlmJTbQ4yd2PU+YzPUJwdxczdJz+JSrAkuBswdz4ts/lZ5VyObjSrqnAdceH0ZZkjzJ1ksq1CmDpnJMenitewEAvQjUuDiqoQWJrRHJ1mU9wAA/iwEAZAawe6Rbzos9kcBCRiO5LMnR9F6hHmbrggRMydtVGowmhaptVRz+OV5+/8HeBDH2qv77vnnrnL4FLTagVhKcgy9twZRtqeu/rQ6dxyiVM6d8ydviJzR69QYt4HdyThudNVFKMuqO/H2u1gyl2yc6t5j+RiP7gThEFtV1B95g5uc9QssBp1J8sMPHc35jfcxm4Kc7dPllkUQJ6nqxC85KnUJTJDHMs0hbkDjQ/Bdjvgb/2t8cf38KHbTCVGE1df4LybnrkL7mtKec9dP6xpZIgQoLVLF1z7Ly99UbnhdHDwsBBzbHZjzJ3FNcyG4M4mwB3noJagtjWM1W0Yj6gBrYYbx/4o1OPgzqi4TuMJp2Xu6v3MHSHESW+pe1yjgSr9KHbE4Mf1w3bv7wY0DtYFP1eWZfqeu37wkZNlasfIZhm2usC6Wkdfs67WWNLZ8L11Bc+dA6/TmTujVUKWqaBq3bHXFO0au1EduFPbVRLcSSZR5QL68rxNUw5nIR1zt6pW4+DuT/9pd+/vT8Pc9e4DnDAH7ja7yG8HeNlq4LmTrz/qvia4piczd8TnIBgDwxz766oQhszd3cd3cQenVwJ3lFBwwlGpkbTMor4ic5cIennpJZTXTycxdw+5isAd4KSZMbjzCdt9qeN73uNClNovZOA+UKWRZU5i7m7dQjWTew/TJPn/2XvXGEuyvD7wd14RN+4rMyuzuqr6XUzPCEPP4G4NzIMBDx8GwXht2XzpYUAAACAASURBVBbCwrItL0IyslZC2v2EHxhkeT+Ad7+xRqvdL9YiFr7sykKWZSFsIXaNYXeaGR4zeDDVU93VVd2dWfm4j4g4j4j9cOJxIuLEvXEzsweazb/UmsnKvDdv3huP8zu/F6/qxCxzhw5zF5i86v3LpbSVYv9/qULI83yW5/nc898sz/PNWds30xhOuAVBzg23wdyV4K7YBUkF7TJ38C8eDUG3xLzD3LWqEErmjgroqcPcZRJhuAHcFbJMhCGCjGKlVh3QWk7AbIR4XzfciI+Q7rfA3cOHjRORFt6QpVw2A1V4hEQn2B/Z4IiQh0jGQa+kRskEon3iClExOgD6mbuiCmGXE3+fRPiGfB/zcA6sVk19d5oi5f7+v97xgDtOC0a2YO46kscwRJARG1xTTh9zB3RukkCzF8idRCeYiIm92GoNLWgVqEIJq3bHqzHGFg5fJVAlCABK7e54cm5lmc98HEuRW3BnlA2ccaOvSZGWuSFQpTHTKQ4wqsDdTlUIpL/wvTEtcJcXi1BGWdNzp2Qj0MWWHxfMXRp7F8CUUEQ82srcCcqh18vO4hewi6OKuYOfuavA3VDmrk+WGcfAaNRTYk5hsmLjQucdcKeM8kpTO1UIb70F/LN/1v/6Tk6sx6U1eZ4jo1ZKKZiA4gVzV2y2CSactMxhzB2EAM0Bk8ZYBPaanHJSyzJpG9xNsEq6PXd5nkMx4JYJvcwdb8kywWxmY5ZnjTRKnhNouQXclWXhfANzd12yzAGeO6A4RikgoftlmY7cuRza6oFzN0i2FZm7G61906lC8DB3pQTUXFjP6lqtsVbrxibaUi4xo57XMaAKIWv8fVsCVaIJJC2YvpZSwCb3ympTLmABJMtrcOcyd8tz78adrRARUKsL7+aHy9yVsswOuPuBHwCePAHeeKP5YJe5c3vuCEOcKwgfuHOYO6mKZPDy2jSZWFBvzA7MHauYu7JD1coye5i7oeDu6VMbIAYg4qNKIePOUi4xjc3VZJlZBrz1FtK9SQPcKZL5PXc0GQDunEAVl7n77GdtTVj1g1aWGesYQmc1c+e5h6au5w7YGKYCtMBdkWbcOP6EsMxdsTaytUNkcI/xh2FuEi+/SSMIs/JF0vTQVJ67x48RT8OauXPBHasDVbyyTKDhBeiCO9EEd67njnKoaVQzd0ZtBncN5o4UzF3uD1RhYuMJGLIQyd6kKct8+BCSNvvoAhbgIr3oMHcAcBA5zF20gblTcZe5I6S507uBudOZ3o25oxM80k8tuFsuEcAp1UwSyKGLwepFWJlPG9yVaXdpJhG05bRBgNBNhAI2MnftmyRQBBB4WLhU21TJRBcdRmFQXcQZZd3HKAUZsKuBu2Lm4Rzvrt7F0/gpPnb4MSyZQX56ai/4OWmAOyvLbJaYb/wcp1Ps52ERqCI7HVWbhhHmTbPtTAvcZTIFzYqNDId1MqZZgFylBBaeuz7/z1iMtzJ3nAqoeAVNuymPnLAKHBnkzSoEpawsc3yIk/UJ8iga5rnbxNyNRn7mrvCzpCZFqNEoVwc2yzIb10mt7UKwb3rAXVkpQIRNY1ScQDFUQMaCO4e5GyJN5NyWQycxltwuAFMOK8vkXcnwJJxilS46aYFZnoFmwL7mHXCnM9UJVAGloDmByY39u0gN7pTcIsssStoFCxAym15sZlMH3JmtcsUhUypZtnnuAKuE0bTwApY9d5nqyDJVC9y54WImb8oWtxWZu/fivpkGUyzlEhm38k5j/EBVUAGVrCtwB1gmrJyFXGDKPWFFg5g7FEnbQ2SZEyia240MrZvgrugrU5mGKKXJNK9lmWqF0+QURknbTeu55gQsgBxx6OWF33MX+NMyqyoE+0cBP/ZjXfZuk+cul+DLdSNMBSh86oXET8oY4vad+puEWIC3XO7uudPakWUWm3CteXD2APez+TBwB1SbsBEfITY9JeYrvUNaZtSVi77zDnBwgJTmTVkm6QlUoXEH3B2ODz3MnSp8bBukjpyD50WgiqrBXeaxNkgYRDSswF1q0s1rSyJanruWDYYxBJntdQZgPaE7JGN/GOYG3H2ThtOCuXOm9BhUzN04qD13JbgjjizTJ3fLc2Q9zF2s4xrcOTKBZs+dgJ5EFXOX5grBqMvsdJi70QihKTtK0MvcbToBR3yEZD6umbs8t+COZI2FUsACLNJFJy0TQMXcjfgISVEG7Bul/GldDXC3wXNXvgdDZ59NYJDV4G7/CGm5k5SmSGm2myyzkPlAqVqWWexeQ2vITCNog/IwRGhI5Y8DsJm5K5JQ3XEN6O4kOsHeaM9q4NMUOuTVIoYSVsWN10+uoHYtbu+ZeTjH7733e3hh7wWEPESQM8Rn71twl5FqxxNoyTKLtMxtsswDE9gqhB1lmdZruLss072xsIYsU3XTMktwJ5OKKW1P6YPYNIJxqHhpwUqHuaMVuNNOWm91jkdR1Z+5CsnV0jKLnq9e5q6QZfqYO99mRPn6O+Aujnv73JLT95E87coydabtNZtzCx44gdqf1547FkDptAIRg45tzsEyy9wtmT2vUga7GG957gBgEkyxmnQ3rZSR4Bmwp1lzIQxYQNHaSGwydzWjIzJi6xw2jVJVTxQhxIaq7I1rcJdr8F2uZT3TYO62ME4crAZ3mwJV2uCO15UQGZqeu41F5nlelVRvGkaZrbBgpmDupBfUiLJjMIoqcOdKM5dyianwSJ63BKqwUs2RZZ2/zzc0HIFmdiPDm5ZpVMHcjey6hOQNWWaWZzh7/y3I2RiBh9UUTEAFAmq99J6rJXPXSMtsM3cA8KM/CvzyLzdSWns9d4QhyRX4xapHllnUaKgEwdHd5u8pGenTU5vkvWUYdZg7ZjcOBQ+9gSoPTh/gvt4B3JXMnRjbUJXWLNILTNd6uOduNO6CzjffBF5+uVE1VYG7tucuTXGMuBGoAljmzv1sbaBKydxtAHeMgZeBKgW4o47nvPGricGcjSsGcxBzV3b6SVnI6ZvHn8gIZGKPZdtHeQPubuYSwymzlQHOlB4DzGbA8THiibBpmSy0xuWSuRO1RLED7soI3ha4a/TctQJVMpI3PXfjsGLuZKYQjqZojzdQJSNYqZWVAPWAu00AJuQh0mlUM3enpwDnUJn2MnftQBUAlecuZCGSiPenZaoEgQ/cuTfyDWmZwG5JSgfMLlRLWWZ463YtE0gSyKGLwXL6ZJkluMt1l3EtPqOhzF2vLNNjwk5Nir1wD6lJkScJdChq5s53nEoJJdggX9K2mYdzfOXdr+D+/n0AwBQCy/MC3Jkmc2d9iQ5zt01XP51iX3PL3BlVpdwOGUa5d9exM21wp5Kqz46iBohay0YBsmDCymqSBHoDc/fFj34Rz8+f3/gSBA2gk3U3LRPFpkHF3GXg5XFamuGLneLD6BDHWF9NlrmJuSO1LDNUmQV3jvekrw/NBqo4v6Osp+hh7/6Hlx/jf/yWdzvsWFW1wJjdBGMEan9WHcOCB1BFcID0+FW9UzB3WRJjwSyDlhYRhYZ5PHfBBKu9blqgTmOIDJhL0pVlGs9CpZBAZXlmwViZlgnaeE+9oxSUqPsQIxFh7YK7wpN11SkB2jbPHWAX8JLVcf/9gSotcNcuMW957nqZuywr0hC3By7MghkWsFHwfcydlTiiwdy54G6RLjATUz9zt4GpoYQio8SCuwGyTIQhRE4sY9qWZZbMXW4ggqiQhWfVaypf9/G7DyD3Z/2eu5B1PodyXObOLTHvgLvnngP+0l8CfumX6n/b5LmDBr9Yepk7jQzIc3u/uL0B3A3suTNlWmYpyxQ94O7sAe6rySXAXdF115plcoGZZk2GfsOI0MPcvfkmcP++9TUPYO7OkFRqqXI+/9Ln8e23v736mpUhbAPAHXPBnRDFMeevQthjk4Ysc5OtJaCi6bljeef4DHOKNLWbJ1olO23kfhjmz9df82d4BOGNQmLAuZkUUb1xJGrmjtsSyQx1WIo3LdMTEjENplirNRbpwu+5c2SZggroaFQzd9AIon5w15BlGqu7F7of3G1l7qajmrl7+BB46aXOrkzAAizkwivLnIfz6rnSbcyd7yIzgLkTjix26IzFGBy0Zu6O7tQ7SUlimbtr8Nzp0nOX9zF3GOy5a++AAgDl/YEqYzFGyEKkT9+DmU2rizilHs+dlFABGyZd2zLzcI6vHX+tAnczMnLAXd6VZdLNVQiNmU5xoJj13Hn8MpuGEn9KaGda4E7JpNr46fTctWSZKjc2UEX1g7tf+K9+oYqo7hvBrCxMe3Y0OeV1YqebENgCd0fjIxznK7sQ9pUMl7NJlrmNucu0leDorBPb35fSyNFiUDeBO61xSlOcRaQLoFRaMWBlDLzam3WZOymhaHfx4B1q+/pMvMaSatyKbiEpZYLcw9yJCVZ7Uee1qdUCPAPmqQfc+XahGQPNC+bOWfRbWeYWz13J3BXXhrEYYz0bOcyduZ5AFVaXmA/x3MUcCIhlEwXzlJh7EvBsD1wdqOKCtY1F5lpXUffbZsRHSGhWe+48jxEssOEk45qNcCstlnKJaTjbPVCFskqpkOX5VuYOYQhhrGrDViE44K5IPVQwEEHB3CFreO4A4Pj4G1B7U39aJhVQAStSZrvfL6sQNgaqlPNDPwT82q/VX/d47gTh1nN3sewyd6WSQ2tbzXP3uebvKMHd06fDPHeU2et1Ky2zDe5iFeM0PsWzOtoO7krw7jJ3NKuvY8Us4nNMyfANYjGa9DJ3qUmr9YhgwgJgT6BKQnRjHQYAf/+Tfx9f+MgXqq8HM3elLFM3ZZl+5i7DHp8M99xRUSulCmVFe20zyijSpAR36Q24u5nLDae8y9yVssxiMRqPeO254yhkmbmTlunxMhXgzgUelFBMgyneW72HSER+z53L3EVBzdzlBuEmcOcGqhhgJZcb0zK3gbt0EjbB3Ysvdk7c8qLTDlTZC/eqm+2Ij5AErJ+50z3M3QDPHSV2YbMLuCNBiAPY14jlEsHtu3WheJoiJTvKMj2eO7tLC+RKQcID7oq434YscxNzV362zvQxd2U1xYiPkLz3DvTBXgPcZZkH3Al6LczdXmhv6C/vvwwAmNIRFssT+/p1F9y5ssyMbAlUmc2wn5JLVSFYr+ElZZnF72HE9dzpxu8XVECXzJ1MrhRiwbmAStfeHfWG545kG8HdSXJq/92TLlhNW5bZYu7yMOzx3Nn3QuoUocwhctIFdz7mjvQwd2dn3dd2eor1JLBMVMt3Z7SsNuTKpEC1N62ZOxFCGQkjE+QYzuyzHDCrBRZU4nB8iDSTQBjCMNr5eybBBCsHSFV/0noBYYB5knuYOw3eDgJizEqessJzR13mbiC4Yw64m4bXD+4KWeYgzx3lWAtUG3abmLuGZMy5F5o8A3Vklry81vWBu54alfaM+AhpAe6MUf2eu22yzHDW3KzMsipdtm8YYVbNYUyj8qh3wtB6j4z0p2UaXTN3VECTDPnKvs6VWmEaTHH89JGVZfYxd2ILc9cKVKm6Atvz8svA22/XX/d57krm7nzRYe6qgC2l7IZoH7jbIS2zZu6KtYIIOyDqzbM38eLei6DaDOu5A5rM3STodN0tkwtMyfDzToQeWeaDBxbcOcwdIwyG5Mjb3XpSIoXZuim9C3PHc8sAC53bja8e5i4lBnt8uhO4k7nD3Hk230YZRVyEVd2Au5u59HDCO4bNSpZZMncjVqdlluAOGCTLbN9A5uEcqUl7eu5anrtRUDN3xCAcd4NQ+5i7dbq0QTGeyGVBBwSqjEUty3z4EPmLL3S8X+VztJm70m8HFBLPkPUzd1r6gcUAWWb5GnaKyRUC+xjVaZl3nq3BXZJAErObLLP03DngjhBiWQCVQiJDELYYuTBEqPOmLHNLWmbHc8f9nrtU21L5ER8hPn4MvT9rBKp0AKGUkOL6mDsAuH9QyDL5GMvlaZWq6HruGKnrIgZ77mJUzF0nYXXDUMpqZv2rXwX+7b/1/+BGz13NOvmYO50b5EkMI+WVQiwEC6HSGIp2b76c8KonziCvQaTjuQPQTMzcFKrSlmW2mDsZsiJCvNu3ZzKDNF0hzCk4KFRan999KY1sF+bu5MSCu2nYAXdaJpVPmlMOvTeF+vR31cwdD6GMgpKJTWkdODQHzHqJJWyseKpTYDyGZp5AFTHBair6mbvYdANVjOwyd5TWzJ2TlinygbJMTprM3SRogrvgepm7IbLMtUDlo/ZVIWSFl7Cx8emmZToKlsZzjMddcOeUVG+bkIc1c9fztwhmexN7ZZlygVm017yfLRb22rah3uBSskxjr/1Wzls/t91cUVDEQIQRCCH2HFwX4E6u8NLeSzg5fww5m3jvr/bvbFaIuOOWmJfM3Syc4SK9QN5WAzz/vE2+Lef8HPl83nmPOWXISA5+dtFh7jjlMJzZ+xEyiHst+fpstlOgirUg6G6JOW2+9gdnD+z9yrl/904b3PEIcSS64E4uMCPD/HYAICIbntMYD3NHCCkqCVrXhTRFAr11U5pRpwoB2UbmjpWBKqAAIb3MnSQZ9sTUevwxENyV94Aez90oZ0jSG+buZq44golOrHqHuQtrcCcZauZuE7gzBhnpJgCWC+CIR4XJusncMWfHU41EnZYJs1GWKY2sA1V0jlW66E0ZGiTLpLmVdMUx8PAh1AvPgVPeiKT1gjseNbTflrmjG8Fd4AMWA2SZgL1h78LcIQhwUIK75dKCu1LvXjJ3V5RlAkWUuUqREoMg8oO7hixzC3PX8V8xgawdjgJUBuwRHyE5eQ96b14tJMpjpTFSQu1a3N4zFbgrZZnBFIv4zF7wVdYvy8wyWxuyLS1znRWeO72TLLNRG/Fv/g3wi7/o/8GO5y6tziGKWnpt5XX1ayWEWFYtTWBUeiXmTvAAWsZ+5o4y6FKWSZyEQJ8ss+y62+S725KWuWJZR5IJFO9FppHGSwSw5nudOMxdbvyyTF+gCtAP7sYC67HogjvncxFUQM2nUD/0NxzmbgRllE3d2wHcsZxYWSYkDqNDy6xHkRc8TMQEq3HQlYzGK+u5W3fBXXuRbn9p7blrM3dqCLhzSoDHYox43AJ37RqWS0zF3GVmmCzTx9w5skxfAh7jotrozFrM3ca0zFKWOZC5S4ipPXdeWaatCHDBnVtkvpRLTMf7zU2TszNgb2/j72aUwdBCljmgxNyCu9zKMlsBTlaWqWzHYaEKEYRBxTVz9+Leizhevgc5izYwd8ReZ3yBKgVz58oyy97CkqWp5tlngXffbZzPZm9WVUuUU17PxGkX3DFqmTuTJgBysOc84O7iwl4r9vexbRhhFXOXkVKWGVq7hDMPTh/Y+9VlwJ2IEEe8A+4W6RJTNiwpEwB4OIZiaIJmj+cOKBj9NoMmJVLoAcwdr5m7TeCOMfDMSlaD3B6nDNTrW0+JwZ6YIjFFWqbekpbJgkagiqRZ5+ejnCEppMVae66ZH/L58/XX/BkeTrvMXcPAzRjigNhAFR5CUthUPFLXHFBCYLLWge+RZQJ2ASyogGCikKI4D3HKWwUV0IGoe+5IhnDavYG4sswqUEXllrnrWdgERXR234Q8RGqk3SE7PS3A3bOdk9AtNC+nw9yxEAkn/bJMk/qZuwGyzPL5dwV3+1lQM3d3n4Mkmb2wJgkkdmTuGLMgOE0bNweWA1qnkDAIo1nzMUGAYAfmzluFwEVvoMqIjxCJCMnTd6HnU4e5413PXcu3c5XpMHfhDMvkAlKnCJTZKMs0dECgylLbtMyepLu+oW4FxOPH/VJFH7hzZJmltFN7gjE44dDp2vrBxBVkmSKEkik06XoRGOWVrNEgryV3vkCV9bFdhCy6XWzVuLJMT6DKimcdSSZQM3cyXSMEswsOxx/W57ljYI1Uza3gLuJYj1inyFzLFLyQ0pcbca50uZRlKpXYneeBw3IgWy2xyJMGc9cbqDLmXeZuvQTPCfaW2ivL9HruUHvuuAPutjJ3xcZMg7mLeA3ukH3TmTtBBWJeH7s+WaYLzsthzE3LzBvAq5GW2d6sWK1gWLeH0DchC5GSkrnzdzHaigBRyTIFFR1Z5mx80HwdAwBHQ5a5i+dO+2SZlgFXyCCKmp2ACMgWc3e8Poac+sGdrRBp9kO64zJ3ZaAK0OO7CwLg8NB23hXvh55PO9evKizo9LwbqEI5DKeQ6cqGb9271/wd06mtB4ii7fJJFNd8oxuyTC6CDkP24GwHcCeEvd+7zN2oC+6WamXrMgYOG0UgOer7uTFW5vriiw3mDiik+W0vrpRI82tk7sq0TL2uaqrKDb32WOZu1gxU2fA6rCzTYe5I3vXc5RxJWqZl7nav/zDMDbj7Jg2nHKL1dleyTGIT/uKANJm71aoIgNjQH1bKMlsX8Xk4x1jYE98bqOIydwGrmTuaIRgqy9QZVumyl84ewtzFOraRw0+f2hqE5+56wV3IwgabNxbjKimzfK40ZL2JeL3MXRQNYu4CFuyUlgkhcGCCirmjzz5ngVimkaUJ1K7gjhB7c4vjDnNnlIQkWZdxDUOEKh/uufPJMpno1hrAMnelLDM5PYaZNwNV/MxdV3p3mSmP7dtje+OejvawTBe2a8mQGoSg2KktEkWHyjKDxRoBC3CWrXZn7krG6PHj3o0GP7hzZZn2HPcxMIIJKGmZu22FyptG8ABKJX5ZJuVVHYMmWwJV1seWTbjweGTKcWWZnkCVFTVe5q7cFU/TlWXuQKGdTjaV9wSqENYry/z1B7+Or77/1fp7JydYhxTrkPYwd/V7ooxqnCMiGEFlGjLdkbkDgYlXWGapBXfbmLuIeZi7JQRhmC+VvwrBw9zRYmGnHeZO+Hbo21OUtDc8dxFzmLsMPLg+5m5QFQK1sszyml713DnMnZKxh7kLas8dsuo+WD5HL3P3zjswUTicuYMuPHfGz9xRARXyirl7ZvJMR5Y5nd7ambmjhFrmLssa3vr+B1CIDFBy3ZVllswdySBGJXPHoZK65+6l/ZdwnJ5CTTYwd3w7c+fKMgFP1105L7xQ++7Oz6FmY6/yAIDt3520E3gZDKNQaWzDt9rgbjaz3v8Bkkz7fNSCJSctUwSRvec4s5MskxB7j3aZuxHrbBYu9QozNhzcuRJcAMCjR8DRERCGFty1mLsOo5+mFtxdF3NX1MJIIytwVx5z7UlphrnYwXPHAqQorvtlmnFblgmOuGLubmSZN3PJ4Ux0bjSlthwAMJ8j5qQOVCnKQssLBlDKMluL5g3MXQXueJO5M6TluePU3swK4+k25q4KVFEZVrKfufvMC5/Bz33h53rfk9vj23hv9V4T3D17xw/uWrs0X/zoF/HTn//p6uuqM+/RI+/vkkZCUM/FYDQa5Lm7jCzzH68/ib/2rX/Navjv3kVgbC2BTFYI0JSeDhoh7ELZI8uUNO+COyEQ6BypchYqW3ru2hdiyjYEqhSyzPj8uMXc9YG7bmH2Zeal/Zfwqz/yq9X7NxvvY6GWUKuLjkeuKnp3e+62MHdYLnEwOsCxWfq7EXuGtZm7oeBOyyoAoxOo0nqtglpwp7W8UoiFECNoLb2Gd+4yd64s0+O5O4lP7IJzU0l4nyyzYKJXRPmZu4I5kGmMkIgC3LlVCMbLBjBC/czd2Rn+1Zf/Ff7df/l39fdOTrAWwFrAG6jCHFmmznSTuQtGls1TSbU4GTIsJzDrFZaZ7YyqmTuP5y6YYBXSLnMXr8Apx/wi9csy29cWNy0TTlomYcM8d6zF3IW0xdwNl4f1zW4l5ryQZW5g7qSHueN1oEqW56BOjPzGtMy334aJRoPTMlNS9Nz1bEBUssyCuXtm8kw3LXN2uDtzRxmy4nqXIdvaywfA1uUka5uW6TC+ZaCRInkF7gIqIEtwV3ru1AXkOPQzd6xImd2Wlun03AEbEjNd3935OfR04k37BQAx3292PaKWZcrjdxEYNFQeAHYGd5QwZGVYV5F9UKabu/fASpbp9NRuHAfcjdjIy9wt9BpTz6ZY7whhgXyp5CkkmUDtoS/Hhmp5AlVy1UnLbM9OzF3xFpVhd6XPsz0pybEXzHfw3DVlmackbZABADCiAZIqLfOGubuZS45gosPcVYsjwDJ3PK8DVUhWM3duOXSbsu4Dd4HL3HXTMhueu0xZucPJCVIGhNPuDYQSigwt5k5lWMlV747HWIzxqec/1fue3N+/jz85/RN7IX3vPeD99yGPDrp9JEUqozu3olv4xJ1P1D/DQqTzsZVUtAEwLHDxlawO9dwFLNgZ3L2azHFb7NkbzK1bCIyVSMp07U/uHPCcbXDHXHA3bt2oCEGYUcgyhKL0NvakrfllmYGXuXMDVZLFKfRs0qxC8IA7eU2eO0oovu/+91VfT6e3sNQx5PICAfHE+jtVCG0pVmcKcLc/2sf7+XI3WSZzPHdPngwGd8rp2HF77nx9ZZxyKJXAKAl2FXAXjKCoZeY6iyMmKnCnSb8ss2Lu5vPN4K5PlpkkQBhipeMe5s4JVCG8K8uE8QeqbPDcXaQXWCmHDTk5wZrnWPN8s+eO1axSBSiCyDJ3OtmtDzEn0MkaK5PgVnSrZu5oD3MXwO+5owLz86QbqKJVNy2TUsdzVy/6OWi92OubNnPHx1gHpAXurpm52+a5o9zKMovriddz5+muok64WJvZ2piW+ejRYOYu5KFl7jZ57qgNGull7tIFZrOjLrjb5rkjDIZY5s4g3+65gw3VUckKxmhQF9wRVgSq5BAje34KZlN2szxDalI8P38ex/kSMvKrdEoVkg44uAdojsUYS7nEWq0bGzy94K7N3E0j7+YUAPC9bgl5KdOXb3/DvyGzK3NXhocVzB0ltAItygEpOzF3QJe5C2kD3CmjoHODUTtEbdNQapm7orgbb74JvPQSAHRlmT65dpoizdQAWWZxHg2SZdr/W27K9jF3kmbYC+fDmTseQMIgz3Okco0FkZ16oEiMkcT2GNu19ujDMDfg7ps0nIrOjaZcHOV5ekxj4AAAIABJREFUbpk7ljvMne2TcSWXzMfc9bARXVlm/b0MNRgsd6RxeIj88WNIjmqXzp1OoEoYIkyN9Qtc8jC6f3AfD84eWObu934PuHvXJli12J2ABVt3i6wUxtibX8s7AwDSKO/O4S6eu13TMiGlZe0mEyv304DUKVIVIxxQhtsZD7jjuU2XSn3gDkVRZ7E7hTi2f19P2lpvWmbbP4e6CiHikQV303H1/jDSw9w5oQzXObPZIZYmhlxdIGi/fuKRZQ5h7qIDvJ+vtjIIjd9FeX1+7ijLFHDP8UKWqbsx6oIJaJXam9EVfE5cjKAYoPqYuxJgoq5iuXZZ5oYCc6B4L3KDVMUIiAAHq2L78zy38kIPuOOk33N3kV5U/VwALLhjGdZEdz13jheylNAr43ruRlC5hlLpTswdBcGFXiFi1rOami2eO553PI0qKZi7OMNF0mLuMg3W3ojq9NwV7AZh0GoAuHN6oiIRWabTBXfhNYA7VgeqDKlCiEUNOKv7mHM910pulGVmqN+H8jl7mbtHj2DCYdL8ER8hyRVgTOEf7GPumrLMTqDKpAAY5fkyWJaJoucuazCTfWPB3bpI523JMjMNRfMqUCVgAWSywlqtEfEItye3cYwYMgr8aZlF5YMKuff7k2CCpVzayibnvd3K3OU5cHEBPR13PXcluDvogjubnkwh33rTr8oowd2t7mN9U4XcuR2qjEEYVNegs+QMOtM4jA7ttWiAlw8/8zPAxz4GoPDcBU1wt1IrTOkIJNpBlglY5q5cDxwfV4Ez7UAVQbg/UCXbXB4OFOtNo5EV15XeTfFClgk4zB1h6HQ5o+i5c8BdajYHqjAmrH8vN3iiTvEMmXZexyicIFkX4E7L7jXzQz5/vv6aP8PDeTctcyzGICA2LWs2Q8yy2nNHCnDnLEYpGdZzBwB7o70Wc+c8BLUcpfSS4OgI6uEDCAOvTr8TqMI5gozYnrtLnhT39+/jwekDu0v2u78LvPhi/fzObAtmAYrdUp3YnT03LrkYZSQC346TeyO/ZuYOSllwN51aiWQGyPUCqYwR7lA+2njONrgrtPGSwwvuAjDI0qe0pQDX23PHA29aZhmoMuIjJKtz6EntfaCsp8ScdcM7rmOm430sghzy/GnHV2mZOziyzHzz5zibAWdn2B/t4xhrf/F9z9ByFzeO7UJsF1mm23NXnOM683juuC3ONkqCXYEtEcEIumDufAmptSwTNXPXkmUejg9rcHcZWeaGAnOg9txJmSBkwgKRQpaZ5RkoCKgHVDCf545z4Pwc5+l5h7mLiUZM9Ebmrlz4uzUtIoygcwOp0p0qMxgIzonETEys4kCXzF3XDzoRBbhrM3dJDEE55mw8OC2T5rA9d3ADVdgwz50TJT4WY6w5anBHrkmWSZ0S862eO1547lrMXStQpb3x6FoUTIu525iW+egRTCiGMXesCArj3KbaehirgAWQAWvIMjs9d8G0mUQ7WJZJHJXC9uuXKCpGMmOassxioa1IDhGVzF0AlcZ2QyaY2A0enkKO/LVHgglImkML7gXsnHIELGhIMoENXXclc7deA8J2T7aft2LW9w87D6+Yu8dv+8FBcf0fztxxJy2zWKsVzF0J7kpJJiFkOHP3d/5OdZ2NRIQ4IA1wt0gXtuNuQ+ehb0ROaubu7Kw6nryBKn3gbiBz597X/D/okWUSiswjy5TUyjIbzJ3PZlP9AdyufYzEE32Oe7SbIzEaTZAUya9G3zB3N3PJEVR4D55q9/snfxLxwcymZbLQgru2547Srv+pCFTxee4iYU98xgO7wC2m47nLNHB0hPStNxG0itbLKcs6XVlSAIaVXO0kSXLn5f2X8fD8IbKD/Qrc+ej2ocxdatJecCcz5fXnYDyud8W3eO52ClQpF7GrVSWvCDOK9OIppEo6DNPg5+ykZRIkcg1uADrqXuhDMKRFl8umMBXAMnedhT4fEKiyvoBx5DGM8h7mrts1cx0zDWZYTgPIp+91jp3Kc1cxd1tkmZ/4BPDgAQ5MgPex9ibd9Q1j3CZdPnli0852AXfEBXe15669myiogBoJmDS+oiwzKmSZXaacO/JSTfsDVQ6jQ5zEJ8hns8vLMrcwdybTlrmjATihUAVzpzMNDuY9X3kZT16OtsqEXuYOCutcdsGdkR1ZZiNQJRxD5QZKpzvJrFlOcD4CpmJSJAYXzJ2nJHsSTLBipuu5S1bghGMixkhM0mAqtzF3Oje1LJMwqLa3pj2lLNP13LHMAXc5uOfas+tUzN0Qzx0rSsz5JllmNySB8QAZqdMyOyXmmfH33D16BBOI4cydTgAhoGXqBViCChtkNh4j1rE3UGUWzqzqwwV3g2SZKAJVBpSYowR3MYxRLVlm4bljqGSZAQ8hZWw3ZMQEB6MDnHODOPBL7gMWQJEcKujvOJ2ISVVgXs5W5q54L3xWghJMi4OjzsMZtYEqG8EdMNxzR13mrinLLM/JN8/exMv7L9sHDAV3zkQ8QixII1BlKZeYIexdr/SNBXfF9c8Fd+0qBOoBd2mK1Axn7rRKNwMmzjvgjoL6mTuaYx7ObQAftqdlgrEK3D3OL3CPdTdFRtEccWrPOW3kTvf6D8PcgLtv0nDe9dwBdvf7JD4BPv95xNTUzB0MsFo1WDm2gbnbmJbJu8ydz3MnHz1EaPrBnTQSjLAqyCIgHCu1tousS0wkbFfdO/vMSiE2gLttu0XVDbWPucu1n7n7+MctsAQ299ztWoXQlmWiYNEWZ1aWeRnvWcmcNJg7gnh9bs3hHrllAI609NxtCFMBAJ3rzkKfbpJlshAjIhDnCjoQjueOdwFhK5ThOmcWzrAYM8inxx0AzyiznUNlzx22VCFEEfDDP4z9P3kH75P1TrJM67nLrCTzxRd3kGXWZm735uYDd5xy6FFoZZlXkMLxsJBlejwRvNzwQcHclQxhC9xFIrIR7nujy8kyXebOC+6sd1OqBCELGuEfOtMWEHsWN8wnyzw6As7O/J67LMXaJBbcOR1QRtUMWCXLdANVwggKxnrudmXuQmAaTFvMXY/njqguc5da5o6MJ5iLaSOMw5uWSSlY5gaqFAtgJzynd5Sy0jyXuaPGkWXm4OE1M3eX9dy1qxDa4G6L524jcxfw4WmZOgGCwKbw9QWqBLUs887kTiXLzPKs9qCNx3ViprMY7xtXltlmJvsmAINM153jhhEGIxPL2hYbSYIHULJm7hhl2EsJ3suXvVUIkma9zB1gNzDazN1Wz935OTCfe0PAShksv+Vn7jQjUE8e+dcDO4K7yl/mJjEzZuWPRW1VVYMAXA7ciQLcucydXGCai0swdxQ6LY7tHZk7o1Jk+QYPXTEN5m7T+cIYmLHXW5e581UhpCzH3mhvsOcOnCPIKVKd4nF2gXu8+3lGkz0k0q6NtNFVyuqfl7kBd9+kuSNu4XnVZU0q5g5ArOPac1eAu2agiqfEvIw8bi0CX9p7CS/vvQygkGU6385ILb2svApHR0jfeYiwJ/mSEorUpI1dsoBwrE2808KmPff37+PBpLiI9IC7MpVx01SLpOefrw3XzshMQ/gu5p/5DPAf/6Nd1G1g7i4ty3SYuxLcSZVcLlikXFw7mn2eU6xXZwi6+AsAMMk5FknBqhTM3b/8nX+Jn/2/frbzs66fqJw+5q7quTMEyd7YFhm7aZlo9vyUSazXEajSnmkwxTJiUGcnCFq7ij5Z5tbd9x/9URz87h/hfRrvJMtkjCPLDfD4Mf6PT07xk5888/9gG9wZWW2QWL9iWYXgSctkAioK7ELiKrLMcIyUAblH0l2BuyyDpqjTMhmzGwjOguJofITjCe0wdz/0Kz+Er7z7FftFnyzTZe42BaoUGwmc8Ca4y/3gjpfy2HLazJ0D7vTTYyutNBIZZ3YzpnqYrCoqyk2wBnM3Kpk7uRtzB8vczUbzJnPHSGfhNAkmWEN3mTsZW9AwHmPOJo3YeG10Vw7V9twVbCwnrAZ3v/ZrwN/6W90XrFSjD3EsxtajuFgAeQ5Nrwnc7eC5E0xYz90m5s4jC2MiaIA75lzvbo9v4/v/t+8HefvH8F23/8/6QXluwZ3YoedOp4AQVj7tkWXaQBXqlWXGKsaIF8mcbVnmgBLzjKDw3DX/vr4RYFBpjKxdhUALcMdq6WMgRpAqqTdksgxH6xzvyJMNzF1mmbuejb2JmDQ67gDgxb0X8Y9+/R+B/AzB5L+f4Ly8h5VF5k+fVsydb3MKAPhhs8AcKKsQCOR7TxD4pMQ7M3d1oEqZlglKLXNXnFcPzx/ipX0bXHJ55i5vgLulXGKa80uBO1Vs9v4K+UOQN/8eyM8Q/NHxH+FWVPsMOeXQrWCTkt3blvLNmLAqr20hJY4ss7zP9nnuJM2xN9ofDu4c5u4JlrgbdD/PUQPc3TB3N3PJ+b75J/Dzb3+i8+8NcKfiOi0TBvlq2ejlsv1hw2SZX/jIF/Dzf/nnARQLdBfcOTt6lefu8BDpk0cINoC7RCeNC3RAOVYmuZJW+f7BfTwIipvXSy9dSZa5lbkTnue4X8QTv/32ZuaO7xioUi5iXeaOcMjlub1IbpE29D4n0JRlgmC9Pu+V0377eoLfO/2a/aJg7v7DN/4D3jr3vEeeXVDGA5g2UIMjy5QZkvmkcZOltMdz5/h2rnOmwRTLkECenXQ+Y045NMmdtMwtgSoA8J3fif08wBmVl2DuDPDkCR4+N8Fb4+5NCkCPLNNJCysDVTwMhpVlBtCCeRmBoSPCMRJub/btm7UFd63d6OqBogvuorwD7r56/FWbhAv0yzIHMXcaqU4Q8LDB3KlM2YV7L3PXBXf64gxrta5lmXmO+OIEYz62lR73jhqhKm73USlfbzB3owkUySC13Kkyg4Ja5i6cN5g7TbvH5kRMsMrTHs+dACaTju9ukyzT5KbB3FlZZgG2//iPgV/6JeA//afmY6XsMHdxZsEL4riQZe4W7OCb3Tx3BbhzmDtlVIO5UzrtqEoocz13zcCRX/wbv4jspzKkr/4yfj88r4+TszPrn9sWxlRMQ5aJrJ+5GwXAfG6Zu+mdCtwtpFMLMJk0mbshskyK4T13KMCdjG1aJmnKMlUaI3f+bsFDqExjFV/YDZnFAkcJxTurJ95ru2ACEpm9Xu3A3P34J38c2U9lyH4qw93pXVuZBNhj7ugI+NrXgL09bwhY+X6LIw+4K3pP5flTCN+GxM7MHatlmeVGGSEW3BXXqrPkrAZOl2XuGDrgbmYuA+4IVMHcPTRP8d8+/8P2mP/HKZ6bP1f9HCe8maJrDFKWD1q3MOYwd5vun5zbLkKgSrm2UuAmqDSZ9TNOw9nOzJ00Eo/JEvfCLos7mtZgURu1m+3mQzA34O6bNUHgBQ5HUZe5Y9Tams16ZZkGUoM740nL3LZgLS/wVQofqb0GrudOvvsOwtz/PJRYits9oUIisMp3CxNoz/39+3hAi4Vhwdy1bxJDAlVGfITE9IM7metKWtIYQmr27jqZO1eWWTJ3hEOuLzr69sHjAXccFOv4AkHmf22vrffwRgnuCubujcdvVBc1d1w/ZTlMhBvTMkepQTKLGlIqy2D5wF3+wcgygxkWASAXp53dWJuWWYO7QcwdITj49OcBdM36m8Z6DS1zt9qfIGV5DWTcccGdlC1wV/vF+mSZahQMloj1DR9FiAW8hnfGA3tNKBLgGu/BX/2rjQXm4fgQx2HXE3aWnFXXtUFpmR7mjlILdKW2Pg+7m2wfqzMNAeJd3FhQ2AV3JYNdMXerFdYhQyQiy0bdudXw3bn9g420TJe5Q2bDmnY4rhkIziK7WKmCoMbjLpBG4bnL0m5apsvc0ZEH3LWODcZA87yQZdaMju00LD6Pp0+t8uGnfqr5WFXE4bvMnVrbCozFApoAPLwGcLeL545yxCHtBqq0PXfEw9wV/2TBT/17CCEghCCYzPFt60nNPD96BDz3HEzuLyRvT+X/FhZI+tizgAWQP/b3oL73cwCAg9FBJa1tFHrvGKhCCbXg1RgYMjAtkzBbr5J1ZZmJiiEMaisGDyDHIVarU7shc3qKIx3gncU7m5m7cbiRuWuDO6D+PA5GBzhLHBXE888Df/AH25k7D7irAlUYEIy6v/NyzF3W2QjjGaCK2paL9ALzsAj0GNpz50zEI8Q86waqGLY7uAOrmLsLvcLe9LB6n91xr7UArN9uHA5at9TM3ZYESleWWRw7VUeeM9JIhAYYiQixim29gd6clgnGEJaeO7bGvbDrvxzNbyE29jMypnscfdjnBtx9s+YHfxD4F/+i889H4yOcrG3XXcncARY4yWTVqkLwM3eZh7lrDCFgGar+kAzweu7Sk3d7I70ZZV1ZJhXIkF+Jzr6/fx8PTNH19+KLUMaflrlVlsmLHfBe5s4gED0Xwk9/2oK76/Tc+WSZVCBdXthdp8uAO6/nzoK7Pjntt6o9vJ28ZxcO6zUuZgG+/vTrlTHZnT5ZZkdiCafnLtaIp2FDSkUp77J9rd3/65xpMMWSZ5AXZ17mrlzsVD6UAZ/j/ud/AMBuTCPlhdfw8WOspgHSoCdUpQR3RUCODbJxQpPKMJOspwohCmA2eFiGjAjHiLkf3HEeVFKjDpv0K7/SOEeOxkc4EarD3J3Gp01w58oy3UCVTcwd7MIpNSkCETaKdbfKMtvM3XSKi0IDVDEyJydY397HWIwtYLl90AV3xftTyTJ9zJ2Ru8l3QXE+ZpiFsyJZ0UnL9DF3Ju4ydyq1ksTxGHO0wZ3xMnel585lk4RTe4GnT4Ef/3HgP/9n4Dd/s36sUlA0a3ruioRnnJ1BUydR9QrjMnfbA1UE1gGtXlMD3JWeOy07zJ0bLtYOVKkmivD6+Rhfevwl+3UJ7jIzvOeu9NxR+Jk7KqAmY6xzibEY22tYydylizpg5CqyTPiTr7uvhUPJxKZlOscNowW4c1Qhggqo+QSr03etp//0FEd5hCfLJ/2eOwbo/+YfbGTu2oEq7uyP9nGanNb/4IA7X8JzBe5u3+k8l2U2C3AXecBdca/exXPXqEIoGc6cVNeq8/S8BneXZe5o3g1U0fQS4I7WoDOLMZ91QQ9Qbvo4G5NSIh2JHZi7zPZtbjqP3bRMWjJ3zIaSOZOaFIEh4MKG2qlMWcC36bW4zB2LcTe63fmR0fwWkqzYLPSEyX3Y5wbcfbNmPAZefrnzz1WcOGrmDihYnnjZrEKg3Z67rNjl2KqDzlDR3RnJQWmr5+7oCDLXCHtuXiVz15Rl2ov5lZi7g/t4IN+17818fnVZ5rPP2rRC0wTBEhqiz6P0mc8Av/Vb23vuLpOW6cgyQxpAxgtrXvZJRIc8J9CUZRKKdbrsldPyYIRXxy/jy+9+GVit8OV9e8PxMXduzHv1/JuYOxZiFEskk7Ajy/Qyd+QDYu7CGZbMQKbrjtSmLcs0JBu0QNu/87J9/HTzYsqdcscSjx9jNRZIA7oZ3DmeO+Ewd+U57lukCyqgQgEdDPP/9I0QI8QBvDUmnAnoXANad5m71hxFRzimSQPcpTpFrONq06ojy3QDVUaj/iqEAqRJIxGKyL4uh7njOfyyTMrt6y+n6JY6P5pixEY1c3dygvXRngPu9hrgzvYMtmSZLnMXTWwS4LZY7vbrIwTnY2oDVcpNqc99DubOM37mTq3sxpPDAjeYOwRd5s4TqFJ57uCUmBNnEff0KXDnDvBP/gnwT/9p/dg+5m42A05OLIC5hoVRCaCHgCgejBDvT+rYe1+gisfzQwuvYV7IFn1+OEQRXnsa4I0nb9ivL8HclbJM43pWnSkL29dqjbEY22tYAe4azN1VZJl5NshzFxAOqRKYTIG2mLtUJxBOV2DAAsh7d7B6/LBi7g6pleX3MndGbew47WPuyjmIWszdCy8MYu7EM3c7z1WmJ6soQOBjm6PI+oovwdy54Xc8I9W1qsHcDe25c18SjxCzrOu5U2T3tMzCXwkAF3mC+X6X3QTK610L3EViGHPHhZVlGrV5459z8JK5K85jSrppmalOERoAjFXn1iDPXW5zIp7wBPfGXaAf7d+2fZTAoA2lD9vcgLs/5TkaH+E4bnruAHuwy2TVkJFV5l1nMqOrIshNw/Imc0dd5q703DHLGPrGG6jiSGIuO/f37+PB4i3gT6w/pzctc1vPHat3S3F4aAGeMwqZ30ANAN/5ncBXvmJ3x6+r584ny2QB5HoJmSkEW8Cq/0X4ZZlxuuoFdwhDvB7dt7vQ6zW+NFvihfkLvbLM9mdp0zI9zF0ZqLJKkUSi8VjGPMydUh9ooMqC2i6uIGyCBJuWmTeYuyELtIORvbnzVz42+HXQsgLi8WOsQoJUDAR3ur4Jlj4zoAxU6RaMq1DAiKvJMgUTiAPqrTHhPKg8d9rTvebO0fgIx6TJLJULseP42L7vStXH7i4l5sX1Ls0UQj6yLJN2bsaZf3HjDVThHBe3Jrg3Omoyd7dmNbi7NWt67ozqlpg7vlQRTaFIfjnmbkQwCxzm7lOfgrl3p/OZhsxunOi9WUOaaZm70IK7TDTAnfYE8TR77pqyTOWCu1u3bMfW179uF9CABXdOqmrEowa427YBMHRKAD2IuQtGiL/r9ZpFLe0FnNsAFK29aX2EUtBio9P0MXezGV5/O7s8c1d+pkJY4Oup4BHMHk9lGXj5OSujrlGWOdBzR4WVZWrdZe5M2gB3ggmoe89g9e7bdkPm9BRH3ALO3p47Izd+pj7PnTv74T5O4xZz9+hRr+euCtnx9L4yWjB3RwcIfNVIhNjnv91lenxThWi1JP88B1ThueuAu0sxd6ablin9svRNI8CgVAwYg3OmMJ/7wV0nUCVNd2DuLLgz29iwhiyzYO4o66RllrJMMIaIR8PAHecIMpsT8Z6QuDvpgrvR/hESFCqZG+buZq57fGmZgN1NS9N1XYyJQnLRYkSyzDS6afrGZe6s567bcycZelPfvIEqxcVxl4VNe17YewFPlk8gi12iy6ZlVj4HwCvNlDD9zN1kAnzsY7aOYUPP3ZVlmTyEjJe2K+Yypb9ecMewVqteOS2CAK8FL9pd6NUKb0Rn+MwLn/Ezdz5ZZhDAkA2BKosEyYg3mTvGkPkCVUj2gcgyx2KMGBqxAIJREyRUsswqUGVLFUIx+6P96vFDp9yxxOPHWAVAKkgvuPtt8xAxhwV3LjCmrUCVVr2FYAI65BsDCoYMpxxxQLw1JlyE0LmxzN2WEImj8RGOzaLB3FXgbn1cs3alsqAvUKWvxDzPkGYSQRCBU1F1sllwh55AFd4NVOEcF/sR7gW3mszdwbQGd/vTrizTYe6qtMwSUERTKJp7peSbpgR302Bqr1vF3+RjhgghVpp5a9YA0Eql4CIAJhPsmSa4M7k/UIVleYe5E05hPU5PLbgTAvjoR22lh/1ljXPXx9xdRxhBCaCHMGSccsQ67jJ3hDSCinyqEpYDRslGanRjPvpRfPzr5/ja8dcgjbRA4vnnL8fcEfSnZTrMHSGkkmZWHXdAzdxJaf/b0FMKtGWZPeC181o4lEqRZaaVlsmR6BTC2TgMWAB59zZWJ49rz12wX32vPQELOimz7fH13LnjZe6A7Z47z/XRerABeWuvX0XyR3+0YxWC47lryDJr5m4vLBjXy6ZlEtMNVEnz3cEdYVDSBjRdjDnmkX+zwK3DAQBIiWTEh3vu8mw7YHICVcrPzPWcl2NlmWgyd9kw5u6dxTuYa+ZlaUezA8Qsr+/BH8Da5E9zbsDdn/KUnjudaWR5XSgcsACJWoPkteSSki64M0aBdtfenWG5K8uspSJH4yM8Xj5GPp8jFQRhj7zIG6hS7OJcdZH57OxZPDx/CADFLnjzJPv+j3w//uarf3Pj81Q3VKAL7vLcMnd9njvASjOBjczdldMyeQiZrJDmlwR3pZyDutIZirWK+6PYwxCvsedr5k4c47PPf9bvufPJMjekZYY8xGgRIw5oI+GOUQ/bJyUUuoXZ1zGUUExIiNMRELRS+6wsM2v23A1h7iJ7c98FjDIurP/i5AQrmiHhaPgkqtEa/935r+A311+tqxCquhMnUCUzYK3P1coyOQy/oiyTCqwF8SbdMi4suCuYu03n9+H4ECfyHMhq2dBpcgpKqAV3rt8O2I25KzzGMlMIgwic1RLCjeCuj7mbh7hH97BWa+R5bsHd3rgCd/HeuAnujKrAb8lwuecIi+zflWTda9amoYTiLMxqWWaxKdXHDE2CCVYHkwa4azB3mtVR8X3Pwxho1XPXClRxPXe3ilS//X0rAwQq5q78G2fhzHayzWbI3n8PJN/i+R44JYAexNxRjrVadwNVgCpURTteVndoDhgt+8EP5xh/8jP4Fn4bf/DeH9gk5R2YuwqwBwE0I95FY8ACSCMR67jqoy2lmV7mrmTtttkvCLObcZndXvPKTltjmbsUJmulZVJmj+285bl75hCr03fthszZGY7GR9X3fM+9jbn7kVd/BF/86Bd7X5/XcwcAe3u4SC86rF/ptfP9vrIaR97a6wcHO0gdqZOW2ZBl5htkmZdh7ojuyjIvDe5i2/k5pvXrak3Hc5emSEd86yY74MoydVUo7/9BBq5zCMJBuMvctSw1JXNHqU01VvH2QBXOEWYE3zj7Bu6mot4Yd2YkIiQBBc7Oio3UG+buZq5xSuaulGRWqVRUYE0zMOfCSln3wM+0bvxM31hwZ29+bi/eM5NnMBZjvHnxEOnBrDf1zSvLLHZxrrpgv39wHw9OHwCwAKN90n78zsfxvS9978bnqLwrQBfcaQ3JiT8ts5wS3G3w3F1Klukyd2IEGS8gKS4XqBIE9sbg3IA5KNYmRoh+cPdx3MHXT76Os9UJ/pic4pPPfrKXuetUIYjQy9xVgSrnKyQBaSTc0Z6euw+KuQOAKYvwNOqa5Blh0GjJMgcs0KbBFJTQ3asQkhi4dQsrvUbK+5m7JNdYFjds7SR1MWcDR+fdSHhbfixgrsjcCSZsFYLnvbCBKhmiCP3lAAAgAElEQVRypbw9eO5UsvK9vQp8nCVneHHvReu5c5Mygf4S8z7PXZ4hzXXF3DVlmfAubjjlFpyWU4K7qcBBFkBQYY//kxPE86hm7majLrgrd+Kp47krj+HRCMIAq1z6JV49wwjFeZDXgSobmDugCFXZHzfYUaVTG2IyHmOuqCdQZXNaJuc1uCvLlvvAXS4lDMmr421/tG+ZlNkM+umx9T5ew+xSYi6owFqtu8wdUIWq9Hl+bLiYBXdl319nvud78NpiYhUPO3ruqkAVIWA49f4triyzBHfTYIqFXFhWph2oMiBMBWjKMoczd5YRb6esMsKQ5LIh3Q5YAHl0gNXFSe25m96uvteeynPnCT4p53te+h58x93v6H19nbRMh7l7snyCe9N7jZ/n80JS72PuyiqE/dm1WASsBSHzyDIplEqgM41Up9VnfGnmDrqxUbiQC0xjcwlwZ1lanJ3hYkT6wR3vMndpyIbJMotuXO2pVmr+IAPLMrsxzZ2OXI/nLtDoeO42sogFc/fw/CHuxcwL7iIRIREEOD0tmLsbcHcz1ziHkQ1UcSWZgAUTsbCx2eUw2o2YzzI96ENkOak9dwSNi/7r917Hlx5/CXJv1nvyegNVipPrqnT2/f37eHBmwd1WLXXPNJi7dpG5lFCCbn7eT3/a/u+GnrtLyTJd5i4YIV2eIw05wst67lo3Bk4Y1ibZyNyNVI5Xbr2C/918GR9lt7HvlIG6ozPdlWWK0JuWWQaqRGdLJLzp16tueO58gMwdAEz52IK7ls+iLcs0yAZ9jpRQ7I/2d5RlBlYSde8eVmplqxB6wF0KjQXSmmGoZCm0Yp1sFUJzYcgphwoYdM+icehwyhHz3MvccR5Cw8BoCZZtDmuqZOXzeQU+TuNTvHLrlaYssxxXljnQcydzjTCcWKnQYObOOf5KcDfh2FOsDik5OcF6Gtbgbho2PHfGNANVqrRM6oC7DFjnsupbGzIMFOfCYBpMwYtrusnMZuZuf1IzabCSURGMLLiTBBeyBe5acl6UXrPcQJMMrJTUs8DP3O3tVZ+n0im404e4F1rGJJtNC3C3fXNxyOxchaDiblom0Agq8i7wcyDTqvCk9fyez30Or399ZRUPO3ruGj133L9B1JZlAqhlmamn525AmArgyDKzbPPf50zJImat6hXGOJJcNWSZggqoW/tYrc4wKdMy53er5/G9HsDeLy67GdVh7p591m5w7u3h8fIx7s1a4I5aP7LvumWZOwJ5ML8WcFeFh7VlmUWgyiK1EtvqtVymCkFEiKG6ssw42zlQhRe1Fzg7w0WQ13LR9s8V52I1JbgbKstEVjB3G+73RaBKQFilSqI9ssywAHeR2MVzR/CN82/g3toP7kZ8ZNU1Fbi7kWXezDVO2Wt3vD6uwlQA62dLuL0RleNLITRmF+ZOIc9z5AQgzg7ka3dfwxtP3kC6N0HYc8J4mbsi8fHKzN1+zdxdFtxVgSpAl7mT0jJ3m17nK68A//yfb5ZlXjYts2DuwmAMuV5AjvjlbiwecMcIxTpLEfTdOIu4/dfvvY7/Vfw+Xg9fbgJhZ7yyzCCsSn/dKQNVRqcLJCxvee64l7mTMB9IoAoAzIIpnkbWB+UOpxwamQPuhskyAbuo2EluxwogefcuVnKFlKEf3OUaS0jHc1f7aitw51nkCiqgA24ZgavKMlnmB3cigEYGrdLG9cc3FbhrMXf3VwIXyTn0//I/98syh3ruoBGOmuBOGWWT1ryBKsIvyxwzzGXhYZMFuJsEGIuxDQkZi15ZJiUUBMT6jstrYBha5g67XbMYYZA0xzSYghBSSTM3Mnd7UQPcKS1r5i7Jm4EqWTeIp+m5c2SZpbcmjm0QSckEOMydUkmD4WWUYRpMcTELoJ8eD7r/DJndSsybnrtyw8ZkpmLulO6mZQL1RmcG9DNbn/oUXvvyu3jj7d+x78Mzzwxn7pxAFdMH7jzM3SwYIMvcMpUss/QXD2HueMncNcEroxxJriFIy3MXMKwihkmsLbg7eK76nm8CFjRY1l2n47kTArh7twZ3beaO9tfEMMJgnn8W6rOfvibmTvjTMkGgtWrWIACXZ+7yLribrvXuzB3l1rd8doYLnvUzdyxo+pbTFGnAhzN3yAvmbsNnXsgyA7jMHfcHquh897TMEtwtSS+4i1lWgDtzA+5u5vrnaHyEt87fajB3AQsQczTCUnzgLjN6B8+d9fXRDCBOuWnF3M0nvXJBSmin5LoEd1els+8fXA9z1xuoIiUU38LcEQL8w3/Y62m4FllmOLaBKsEweYP3OT3MXZxJBD0ppxiPgcUCr919Df9PeIzXJq9UuvX2+AJVKsDSqpZIdIIRCzE6uUBMTIu583julIKC+eBkmaO5Ze4mzZuVTcvMHFnmsCoEwMqBrsTc0Wwjc1eCO+XcBCllMG4VQluWSQWUYL2MwNARTCBhuTcMiQcj6DyzzN2WhfthdIiT9QnyPYe5S05x+Bv/Lw6MwNN8DfzET9QP2Cktk9u0TBgE4dhKhRzmTvSAO0YZtIe5Ow9zzJO8ydyNRc3cRcyCu9weu1bW57AWrCkFBOeWucvSKqFvyJTsSCm9K6WZblekO5NggtVs1GTujIIIImAy6YA7Lwgp0jKz3DI6pRyRMwGVGxumcnBQX/9ccCcTiNZS4WB0gNMJ+2CYu573wZ02c1f+m1uH0CcLY6XnzgkW60wU4S8+8wl85cmXYe7dAYqgo52YuyCwDLsHEJZetI4sM13YQJXACVT5oGWZLIAysvDctdIyiW7IMktQutofY3J8DpyeYv/wOVDSf38tz5srMXduWiYA/OzPAt/2bXi88DN3ffeZMj1Zsn4wuss0mTtXlkmgjWz67YBLVSEEzG62mbS+lyzSBaYrdQlwV/grT59iTY13Uw1w6nDKkRJpQIcxdwU7qmWyGTAxBmYye3w5sswOc6ebgSqxjocxdwZ48+xN3F3B+56HLISkObKnJ9D5DXN3Mx/AHI2P8NbFWy3mrpBl5k1w165CMJkemJZJ7A0tz+yH7oCYirl7/h7CuT8lqrzoNwJVSubuihfJa5dl9jF3Vzh5LxWo0pZlluAuHJY65X1OD3O3IqrXK4nPfhb49V/Ha/deAwC8vvetvcydz/Re9Sbp5m5aohOE0mBkCJJMNnwyfczdBynLnEV7XnDHy0J1Ny1zB+ZuZ88dhQV3coWUbpBl5gqLLKmYO1HJMm2ICFCCO08VgqAw7GqyzMqr5PMk8Zq527ZwD3mIkIdYOJ6ws+QM+ycrHB2+gOOf/Ang7/5d5xfvkJZJGQwySJiCuQuq7iWd6X7mjgkYeJi7IMc8zprM3Ygi4tZ3tybFY4ro+bZnS1Bh2SIXUOQEqyzZyUNbgruSnWkwdz5ZpphgNQ2azJ1R4IUsc2+dDfPceZi7Ki3ZlWQCTXCnU4jWcbI/2sfZmEKfPQUfcP8ZMrt47krmzr1XNIrMW15Wd6qNTqCSp/pm/zPfh2fWFF//mA0M2SUtM9UFc8f8mzBliqRPltlh7kpZ5hDmrvQ7ZxlMXxpoawQPobSyaZkNcMeRkKzruTMSq2mIyZNT4PQU7NYRDkYH25m7S95/O547APjbfxsYj/Fk+QR3p80+u03MHS82jHzBbZeZUoLY9nOLnELpHnC3I3NHCEFEgsaG7FIuMVvKSzN3y7N3MYXo3bC2dTjOPT9NB29KM8JgOIVWcrgs02Xu8hZzpwtZJiE7M3dLucS9i9zL3BFCMMoZ0rNje828AXc3c93jZe54iLVAJ5q4HTG/a6BKlmegOWkkLr649yKkkfjG93wcwbf4e72o4z2pXmNgb0pX3fF45dYr+N0nv4tX/6dX8fO/8/O1+XiHaQSq3LuHn/7WJ/j9R0UJrZRQnFxpp24ezhufz9bxyDKD0QQyXUEGW1jETc/ZYe441tBVT0xnvvAF4Ld/G38xuo+xofiOw2+vdOvt8coyi14gt0C59AeJp+eIZgdIdNLYbWd94C7vevqua6bjA2jmr0JoyjKHM3d3pnd6dzZ9wxhvMnfEbJZlOuCuZO6qaG30B6roKLyWKgQA4KEHHBXF9UarrbJMwF6/3j8IK1nm6foEB2cJDqfP1EXm5bSYOx1acOFbNFSBKsQgGE0hRL3g0JkG17sxdxfcYL7SNXN3fIx1QGvmTq1rpgTdvriKLXLOEZER67nbgbmjbXBXMHd9csRJMMFqIlrMnYQII2A8xmytm2mZfcxdlttzlziBKjywO/RtcNfw3MlOH+JBdIDTUW7BXV/H5o6zq+cOaFoCKqC6hbmjud3o3NoD97nP4bU3Y7zxkv1sB/fcOYEqmpPBgSqzYFYFqnhlmUM8d4TVzB3Jq9L2TSN4AJXJjseXMV6ELjU3OFSmsBpzTN55v2J8n50929tVV4bfXJvnzhmfLFMwsVGWqTN96U3k9lDWU2IO2s/c7QjuACBiIWK5rr5eyAWmi3R3cMcElJY4P38Pc/T79QRvyTKltGnqQ8AdZTCM2qTlLcwd15mtcdrE3KkYQQaAkKrnLjUD0jILP8m9i8wL7gBgBIHk9Bg6N94+yg/z/PmKh/mQzmF02GHuQhEh5s1AFSsBaK62bM/d9mEgtrg1N1bG6YA7Qgheu/safuvt38J3Pfdd3sdX4M6VZQYjwOwWF++bO9M7+MN/8IdVPP8rt17Z+TkabBTn+NW/wPCJ//LbePW514Z57rbMX/8Lfx0/+NEfHP4AxqwUcLGombtogiXJIQOG/cvIMnsCVWJq+i+6kwnwvd+L+b//v/H2v38dsx84gin8iXmeN0zn3p47D3OXmhQhD0FOTjCa30KiYytrcDx37YRNI9PBHXOXmWnRC9VmUGxaZnHzLVK4NgWEuPMLf/kXdgL0lDIYRpDfvYv1V9fISIZ8ve7yGlojzRQWZt3p2Gl47jzMnaAC6ns+C/NmejXPXem52r/V+R4PQisDUnLQwv3u9C7e3WP4SMncnT3BfjDH0eR21eFZTQvcrQLrgfN9JrQAd5JkCKMpeMF2ACVzl3kXNy5Atj9cgDuqMV9ITMRezdwJ4ECMkSPHk+UT+3wFIDeOF7J8z9oMhMiJ9dztEJBUngNll1nF3PUFqogJVlFiF9IAYAwUMkyCEZCPMV5ZeV85XgaQUrCiCkGTvGKsbHCCGcDcNZ9vf7SPM5JDn5+CX9MyokwkHeq5A+CXZTrMnWAe8J/Deu4INoOf7/5uvP5zwJe+W+NHsBtzV4E7c4lAFV/P3cBAFSvLLD13w6oQAh5CGiuHpW3mjgN7tMncLeTCnrd/8rgCd7/xX/9G1Q3aef4reu7KdNb2/UpnGk/jp3hm0izi5pT3/i5OOUxmmbtNxelDhzFRyzIdVQgHhS6Yu0ZoyWXBHQ0b9UVLucRscRnmzoK7i8Ux5gf9j602fcpJU6RioCyT2PvgVnDHOVgb3LFuaGCq4gqoNdIyN62hGLOAEMDdM9MP7ohAfF6Auxvm7maue47GR3j74u0mcydGnbTMcrHjzmBZZk5gii491gJ3gPXd/c47v7MxLRNoMXdhydxdfcfjI7c+glefeRWvPvPqoC6V9pQ30HJn/8mMYP3eI/tNKaGuqLHnlO92MyCFiff0tA5UiWZIGSC3JXf2jU+WSRnWPN/8fH/lrwD/+l/j4EICkwkYtayPNLLxY8qz012lrznMXVmDgONjjPYPEeu447lrM3dK2UTPocBq1ykXQ+2buivLNK2S3iHPuZPnjjBklCJ55hY45QhyBhkvuz+oNZJMYqnXQJY10jLdc9zkpuNnFUxAMQJDcS2yTN8iiAcRNMmhtRzE3N2d3sXjSV577hbv4WB6VIetNH5xU5a5CkkvO8qoTV1NSYYwmhVSIQt8LXPnT4vjXDTTWktwRyTm54llwuJzYLXCmpomc1cyJbCyTPc9bsfvA1Z+tYbeXLPS/ruK53SZu0QnmwNVRrRm7pIEOuBWDj8eI1omjYWf17NGqfXcZboZqMIDaGwDd7IjyzwYHeCUWyDGr2kZQYhluYYkK/qYuwa42+S5A0Fm9HZP2q1beC18CW+MLSM9mLkrA1WCwMqnfZ47VoO7/4+9d42xLbvrA3/rsV/nVNWtuq+u6m67X2638aPxbRlmSDDEDBibOAY0EQkwYSAm0cAMIl9mFMhoIgKjSPkwiA8jISRbyockBCnSBA1jDWEIw5eIjN2NZUyC8bvbXbd9b3e9z9mPtfaaD2uvffb7cc4+j6pbP8lq37rnnLvrnH32Xr/1e/zNpm6tLbNPoYq5XgsBSdGpLdOyXERxhFhVFKoUlTuTuWMxxl99TZ8je3u1xM48ZxHlzuEOLGpptT2DN87fwC3vVun9bSxUSTbPqkYuzQOaWMfTzB2ZZe6GsmUCgMcdTJPNa6UUzsNzjE+nvdsyTb7y9PxN7PD69Ywmd3GaP55LubNohzl3MWw1I3e0as5d5MOJZ+RuGnXP3AHAwVFUT+6YDf/0rSup3F2Tuw1AZebOchPlLltNbKV5HIO4V1umsWWiVBxyb/9ebihsEZXKXULu+liSlgljzYxVjDecCJPjpNY8DBGyxRXG3rBtrQIYW+ZoGyGDvkjOk7mrKVSZWC1z8z72MeDTn9YLhKS5sCp3VyzMATLKXYbc+cLPkLs78IVfasssFqpU5XaGhFkMFc/frC1TxqIXuesLSigkI7i4vYOxNYZDGAK/TO6EjBAjxnl4DjhOkk3IzPlJyV1cmbkz6sYgtsyqQhUrUe5k1GnhfrB1gMORnLVlTo6wu7tfTe6Kyh1XlWUqgH4vQiUhKcC9sT6unC2zmtwx85kbGHKnfNw4nmqy9I0vAc88g0kyRLqS3BXeY4uVM3cWKCYsTsuluoBRBqpIer03163GUQg2mZG7yQSRndhyRyN450EujyNqSCKFvl9IgrRQxeK2ngnYZsssnCe77i6OeaR35wf8TllMzyBsnXOXfAaVmTszCqGmAY8ltsyYoDVn89KP/Dxepm9AKTWfcsdIrXJXLFTZdrZxFiw2544Rpq+9UZSzCTZB2zJFqcAptWVmjj/N3JEI4y98SX+faxbO2ecskrkDKhozAT3jrlCmArRn7oa0ZTJuaTeVKbAx6yRQCBnlyZ1Kst91JT4N8JiHqdT360AGusCGWr1fKyV302Ps2Nu1j+NUW4pTx04YIuDd1i2pcmfVfw76gZrcWaCFzF3RlunDjvX72itzJ4CRNcL2RVRbYuNxD/7Z0TW5GxqEkI8QQv6CEPIlQsg/XOexrBN1mbupTTraMjsqdzKakbsK5Q5A7Ze3slDFGSZzNxTMF//h5CEEUZhcJDmUMEREh2nH6gVDxpKbn+2MEHKi7Q2D2TI5pryF3D3xBPDcc8DXv55aRKtyd5VtmYTqzF3Glmlm3OHBA3g3HyuRu6rMXRQFlc2MQ6GO3DHKtDIhZZIpWd4lj1EG+Z5vw8XdXYztMRxYCCqUuyDW5OYsPNPkTgSp+p29uenFZIUtM7FXD2LLrFI2bEcrd1HQaePoYOsA9+1wptwFJ9i7+QRuj27jzWlF5i6r3FmqUbmbEgFHEhDXzVmFRCzAI1lfqFJly4wn2HlrosndF/8M+OAH08X1yBpp9StjyxQFWyanvKzcgWJi6VKKrmCEYQt2qmIbpadRubPUjNxNp1q5oxYwHsM708qdSu4Nda9DoUcA5NoyDbk7OqpX7mSNckeC4ckdtTCNpt2VuzpbplHuasldMueuRUV57L//n+C6W/jGyTd6Ze4CEUBZHJJVZ+7McO9pNO0+566DcpfaMqMIMSWdrhFauRNlW2ZK7jLnu8nciYmec7dXXcCWe/0FM3dAdWNmVd4O6DAKIbFlDrHZS+uGmCfk7sTPjEKQUq+7ijMoO8DjbkruzsNzbFtbvS2ZQJJLlRFO/RPc8Oo3CzjlEBabXauDYA7lriUXzjmYjGErmpIvxnhZuRM+nOQ+ZDJ3XZW7g60DPfar5j13uQv//FhfMzvkUy8T1kbuCCEMwP8O4KMA3g3gxwkh717X8awTt7xbuIgu8sodszF1WU5poIyVhkP3smXK5AIOUjrZn7/1PMbWuKdypxdlfRY2y4RZJB2eHQIAJtOkQS4METK1tKbGWth2qtoBgM0chK6FcN5ylxpb5oXdQu4A4OMf1/9tUO5qC1WSxYKBmXGHhw/h3LqLQASIZJTe2NLxCdnXluXXHhJmp7tKuTO2zDheLrmjhCJ+97fhAlGi3HEEwUXpcUGSG8spdzybuTOFKhKssDNr7FyLKnepLbNigcMtFxJKD/HucG3Z39rHIZvO2jLlBXbvvh23vFvVtsycchfXK3dMkztbAnDdRLnTN/5IBLpQpUI1YIxrQm9gRiFE59h580wrYV/5IvDBD2KaKHce96qVu0KZRClzB4YLK8kfdwS1LGyR2fe1k3LH4xy5yyp31sUUBCTNI+rMXVVLJEEcJ8OWExsp57YehfDWW/mF+s6OLoOSUpO7KuUOviZ3A+ZojXI3ry0ziqO0UCWqGUxs8ucxaZhzl4EZFdR1Q4USmrTasnrlztgyRWHOXdRgy+w6xLyncmfbHiIldFsmLdsyeYVyN4kmGL/9HZ3I3aKZO6C6MfPwrJ7cNY5CGFK5Y5YuuSu0ZXIwREXlLqpXkNrgWSNMY10Ydx6eY4uP5iN33NHHFZ5hx6v/7Mz5m16rwxABq9/8z2Km3LWQOzPnTrUpd0FJuQtES6EKY7Clwv7obqOy7Noj+BcnECq+Vu4GxHcC+JJS6itKqRDAbwP44TUez9pwe6SrlovkbuLQgi2zHDbtZcs0mbsYJXJHCcX799/fL3OXNBNuypfCfPHvn98HAEz9M/0XiXK3FltmjtzZCB2OgHe7SFa+XlG5oxwTazaWohYV5C6b0wEaRiEkGQ4DX/j6+B8+BL1zN7Wrpcodr8jciTUpd4RpZcIod0u85Jld4YtQV/s71KomdypP7iIZpsodzZSBaFtmOUMYJeUHC2XuGpQ7brsQREGKqNMMs4PtAxySc+D0FLGKcQIfuwfPlGyZb5y/gZAqvWBQekzEBYvrlTvCUuUuJXfJjV8EUz1cuSLDyWg5cycZwVT6GD84wdga4eK1rwDf/d055W4STSqUu4Its9iWmdiirR7FO+zF92Pr5mPpnzspd1TOClUmEwiL6c8wWfx7lpdaM/V5U63cxVJAUJVes63EgluyZVIKbG8Dp6eVGzN73h6O4ovlKHdiOkyhipKVQ5SpKVQBQDvcE+7t38PLhy/re2fH75zLXfgW0cpdzZy7Yltmbs5dsVClx5w7RQAVhjpz18WWabkIlSgV8TBmlZU7ZuE0OIVFLbB3PN9NuVswcwfMSlWyqBqDAHQfhTDYEHM02DLDDLkLAr3xMAc8y8PUOD6CM2wxb05yp0upTsUFdrZu1T6OUw7BaV654+ih3HUgd4SAK8COSaZQxSr1SgSikLlL5tw1rqE4hyOAA6+F3DljTCenEJDgGyJSDIV1krsnAGSGkeG15Gc5EEL+PiHkM4SQzzx48GBlB7dKpOQus0BwmIOpQ3NKA6Vlu1tnWyZIY+YOAH7m/T+D9++/v/L5lcqdpxfUfcoElglD7g7PE+XO5J2CACFpKR1ZBiwrtUECmngEDpt/gGrdEHMLsNsWly++CHzqU+mFrqjcxSqGUuUZcFq5Q3WhyptvArduweUuzoKzxrbMUIaw6fLe/7RQhZXJ0CxzJ/sNou8Jk5e7iPRQbofaCIJJ6XGB0vPTzoLElinzyp0ZdyIrGrxMo+CitszGzJ3rQdCkUKVr5k6eACcnOA/P4cUU/Im3lcjdT/0fP4V/+YXfnjXJ+j4uqGhR7iScZORBjtyFfuWMPkDbMkX2OikEzkiELXsLlHGMjy40WXrHO8rkLqPcyVjk2gaNMlRS7ux+yh2zHGxnShbMXLRG5Q6RzjTGsVburJlyh4uL1K4EaHJXOQIgIXc6c2faMu1qcgekuTtN7iqUO3Guyd0C52ERiyp3OVumEun3KotUuaPdlbvPHn4WBKRzIZTDHQQ2haAtyl2B3B37xwhlONvoNZsNR0edbJlAMuoh9BGTakto6VhsF5FKro9Vmbvshi6zcewf6w2Zd7yj0zENlbkrjkM4PC8PMAeAp3efxo+88COVr5O1ZQ5SqMJ5mrnLtWWSiszdIuTOHmOabAoe+8e4wce9y1SAmXJ3Ek+ws3279nHalpkhd2GIgKruyh0lulCl5Xv8bUccPxg9lW/LLNkyAziqf+bupSMXf+Pt399K7vzpGQQUuLUZIsVQWCe5q7pKlrrZlFK/pZT6gFLqA3fu3FnBYa0edcrd1M4rdzRTtmAgpeg2CkEVyF2FB/kTL30C3/W276p8fqVyl5C7TVHujL3p8OwQ28TFxLRrhSEiun5bpsMdhDbT9oaBMndm8dm6uCQE+JmfSf+YXQwC1Xk7IGmArFDuiuTuPDzPkbuYFJW7YTIOdWgqVJEqU6iyZFumVBnljtkIwipyJ3DL2Z3ZMkWUWpsZKyh3VW2ZQ9oyq5QNy0FMEutjh42jg+0D3I+OgJMTHE2PsBdQ4OAgR+6UUvjM65/BZ1//7KxUZTrFBZX1yh3jmBCpbZmOA8tyc8pdHalgJgdjIIRuynR2gN1djP/Tl3Hx9n2AkBblTpZsmcX3zEqUc6sPuaMs17ybG2Jep9yJZAbf2ZlW7jjTx+E4gBDwuJcq8aIiqwlocidECJUZAcAtB1FVWyaQ5u5ERT5pz93DkX8MMfYGtWWaWYJdhpgD+e+72fjIF6pU2HZBIEQEogDSobnw3sE9fOb1z/TaTHG5C5+T2sxdXaHKGxdv5EeDMKa/L2+80Um5M79fHIWavHZR7hwPkZKl849xCzHVJRzZ4z7yj/SGzHd+J/C+97W/PrU6zS5swq5TVu7qMnd3x3fxKx/6lcrXMRsAQ7Vl5oeYxzlb5rDkboSp0srd4fkhDqyb8yl3VqLcIcTOTv162nOSBrIAACAASURBVGIWBM/YMoMAAVOdmsxzyl1Lidq7jzh+YfLefFsmysqdrfT72pnccY7vfjjCTz37o41WWM/b1p0BjFSq/JcZ65xz9xqAt2X+/CSA19d0LGvFrZGWx3OFKsyGbxHQzE5hVQth3LHenUGPQqiac9cFVYUqzPFA1GYqd885B5iYBrkwREji1St3tl1S7kKLImDddsAqX6/Clqn/qt+Fvqjc1ZGFbEDfIC1UeetbwM2b8LiXI3f6hpeHzu0sPleoDo2FKsaWueS2TEYKyh1z4EflIeaBErjp7OLB6VegHK2cmA2S7Iy2SnJnClUWtGUyykBQrSoQ2waLgbCjcnd3fBcPw2PIMxfH/jF2JzHw+OO4NbLTQpVXT1/FW9O38Mr9V2bkzvfTfGL1MXI9wzFSgOOA264mImhX7mRBuTtFoBdZNwTGn/tzXHy7JjKTSFsalVLlzJ0q2zKz/wV0TXzEANsetb5P6e9FCuSOzTJ3VZ9HOnTdlJxMp4h48tkRohszmZOxZcrK+WYMFJEIQeMZqbEsVyt3xUIVIP33tHKXv74Ym5zY8loXcH1gbJmDFKooCadKuVMUkQj0fbBD2+BTN57Ss/d6fN80uUOibJZ/F1OoEsowp9wdnh3OLJkG47Em313JnSKQUQjZtS3T9hBB6rVEYRQCkCd3OeXuYx/T/2uBuSYvlLnz9sqFKmfVyl0TzCiE4YaYJ24qKRGzrC2TJfbHzJw7359LbQMAz5kpd/fP7+OA7wKe3/KsMizuIPInmGxx7LgthSo8r9z5TtzNlmmUO96u3IFzTXobbJlZ5c6zPFxEF+0Wacb0hnQYNit3lgd/24Pg/kJOmE3EOpW7/w/A84SQZwghNoC/DeB313g8a4PLXYytcVm5s0g5c1fY1ejXllk/564NVbZM4nlwBDbGq2yyK/fP7+PZrScxkTNyFxG1+sydZZUzdxZFSOe0iA5M7rL16VVlKkByM6wYYu5yVy84MsqdudhSbpWVuxplcCg0FaoIJbVy1yMzMw8oofnMHXcQROUbcKAERtyDwxxMRpZeAHKTuZvtXAqUFZihRiGY16p8DcsCj/WOaZdCFU45brp7+FZ0jKPzB9i7kMCdO9h1d3EWnCGSEV4+fBl/5W1/BZ9743OQNteLBt/HBcJGcjchQg+j5VwPVzdlM0E9AWDcKo1COEWgF1k3bmD8hb/E5JbeTW+yZerh8nlbJlBQ7hJi01e5yy7gc5m7uiHm4YXONyXkTnA6+z6NRrkhx/WZO73JwjKkhtdl7oCZLbOiddLY5MR4NHihSlxz/Fk02jKNcqdkjpgYMBBEMuq8yUkIwb2De70Wfw5zEHBA1jRW1tkyz8Kz8jzVUVKe0TJywICCQEYBYkq6F6og1hu/BeXOHGv2uI+mR7Xf2So05Xu7ok/mrgmMzApVhnDyMGZBEkCJCAqzdZK2ZYrhlDtnC1MiAaVweHaIfbozp3LnIgomOB1b+fl7BVSRu4DG3WyZ1JC7lswdoK9Dvp+zZZYKVUS+UOU0OIXN7GaLNOfa+t9G7piL6Y0RJOtARC8Z1kbulFICwP8A4P8G8J8A/I5S6gvrOp514/bodkm5m1rIZ+6YVRqFoG2ZXTN3UWPmrglVtkw4Dmy5ocrdjWcwSdql1qrcFckdJ/oiOY8t8+AAePbZ3I/M4t9xut9sgbJyV0e+zOceh0H6s5wt8+bNki2TcavclhlHlQutodBoy0wyd3pneoWZO+4iqFLuIOBwB9vONs49rsld8h1imVytVHGpntksChfN3JnXqlzg2Da4Ijr71PEWcbDzOO6TCxy//hXsKhdgDJRQ3PRuasXu8BV86OkP4c7oDr50m+mFznSKCxU22zKphJPc2LntpqRNRPW5LFZ0OAiBU+Unyt0NjKmDi5F+bqMts1DIUdUwaqWbK92VO0ootqyCLVMEWh2qsmVmlbujIz3njmdU19EIHrVnyh3K8xEBgIIiFAF4jAy5sxEh1s2YO4XFnlHuYlG6NqTK3dgbdFFk3uOhlLuqyAAF0SQ38z604aX9l/ordxapVe6qClXMBtV2cf7YeNxZtQMSW6aZ49dlFII7QghZ2hQwMwCzbdg2s3ESnNR+Z6uQKneLZO7cfOZOKaUVrApbZhM45cNm7ghFTAlkGIBmMpmcMIi4MAphoUKVEaYOBcJQ2zKxPSe5cxCFPk5HdKYoVqCyUIWqHsoduil3htyZUQi8olBF5jN3J/5JO8nsqtxxF/6W2+1YLxnWOudOKfV/KaXeqZR6Tin1v67zWNaN26PbOeXO4Q4mFnI3lKpRCNqW2VG5i5szd02oUu7gurClXnRtAlJyd3aIZ28/j0niUZeBj5iopao2laiyZTLMX+7y0kvAJz+Z+5FRFmyn34W+OOeuTrkDknMnQ+4CEcAhifqytZU2WM0ydxbiwikZxlH7uIYF0NSWKZWEkiZzt2TlzmTuDLkTQelxmty5eq6Vx3LKXS5zV7FIN3OmFrVlmtdqV+66XSf2t/ZxeNvF0atfxB6bnfMmd/fy/Zfx0sFLuHdwDy/vx7oBkDFcyGmtCkApw5TG6Y09R+7CoHa+Jmc2BMkrdydqOiN373yvzrChWbkr2mJTW2ahPRDQLXRdUWnLlA2FKka5y9gyBaOz4xiN4MHKK3cVtkxKCCJRVO5cCBlq8lC8J+TIXf7387iHWMU437KHJXfJ+9k6xLwi/5hT7hrIHYN+H/rcB3srd9xBwABZR+4yyp3Z1DWEqVK561imAiQbuX1smc4IEYmTUQizY2UV57Z5v3spdx0JexOKyt2RfwSXu7kN8S4YfBRCki+LAz+3yc5JxSiERdsyXb0pdnh+iAM1no/c2Z4+Lpe0K3eM5EchENlLuZOctn9nqmyZKNoyQziYZe6Mctf6ulK2jp/wLO+a3F1jubgzvpPu4AGJcsdUTmnQM1UGasucl9yxPLlzRX9L4LLgcGem3B28GxOirYRROIWtWOems8FQsGU6zEEwsvUQ84GIjlEW7AWVuyabH1NALML0z77w4UqibVyEpDfY7BDzYltmFEe9FsB9se1sgxJaWhQSQkBBZzMel6ncZTN39hiO7dWQO32T3LK3cOYmu/tWhtxhRu6Ki1MzCmEltkwZdlfutg9weNvRyp09WzSYQeYvH76Me/v38NL+S3jljtTNj56H0+C0QbmzEDKVhun1iAaj3NWTO8YrMndxQu5u3sT4/d+Bi/ACkYyglC5aMhko4doZ5S4/J61qkWp+1mehaLG8JSqdc1dXqFKVuWPIK3fgqXInEFeWA7BEucsqVpbtQhCULZmAJnzHx4hUWdUnhGDX3cXD7Q7Wqx7oq9xl33fz3TCjECLIVBHPgoEg7JG5A3RjZp/f0+UufKYgaDVRrSpUsZkNm9nV5K6Xckch+xSquJrcSRVX2zILyh2A+ZS7RTN3GeXu/vn93nk7YDYKIZLDFKpQQjWRCYPcRpgFhkCGmIrp7L1ahNxxD1NHk7v75/dxILz52jItFxEDTm20kruIk7xyB7k85S5D7oqlgYEMYCfkzuNeN3LXR7kb2bXzKC8zrtZvc4nxGx/5DTy582T6Z0PudnLKXXkUQteSCAadB5KxBIvVIIUqcBz8n/8SeNvHHu/1WsuCy108nDwEAcFjd57BhEogjhGFPqx17GNUKXe72wjCi/lsmRVI2zLdnuSO5efcNWXidEA/b8t0IpUuCE2DVqrccauw9wa9+79EcudyF5/9+5+tJPCcMkgZraYtM8nc7W/tw7VHCGQduXP10GKXIgpntkxKM+ROqUpb5hCjEMxr1ZE7FisEIuj8fh1sHeBwz0L44FXsjWZE4dboFr7wrS9gEk3w9O7TuHdwD//brVDPxHMdfPpLn8Yn7n2i8jXNuT1T7rxUuYsiv16543Y1uRvtAL/2DzH2X8PF7/5BurA258zIGmHqWdhOM3f5URRVVsAqNa8NP/eBn8udp52VO5O5m0wgGJkdx3gMT6FduauwI3LbhaCoJne7u8A3v1mp3AHaKvdwPOyiKFXuFp1z5/sQPK4ZhaBr6vtscr5w6wX8/n/z+x1/C2PLBGTNotFsJkyjac6xs21vVxeq9AAFQSz0qIdOoxCcESKo5JqSUe4MucsQZPN+r1u5Ozw77J23A2brGF/4wyh3hCW2zLzLgROGI6HzkynBXlS5czQROjw7xP7ImVO5cxFR4NSS7cqdY81ma/ZW7gDBO1wbGMspdzTjXDEIZQgn05Z5Epw0Hrv+BTpm7riL6ciCmHQbG3KZcK3cbQjeeeudFcpdXMjcVbRlqh6FKnHznLsm1Nkyv/0N3a63CXCZi68dfw37W/sYuduY2gQ4O0MYTtOdn5WiKnMnw8EsIUBGuetL7oqZuwZbpg7oZ+bcyQBuGJfInVmQMW7rEhYDKRExLDVzB6B2RqMO0ScbG0tsxMpl7oxyJ8PS4/RNMrFlOolylxmFYHK1TbbMIZQ7i1rVhN6ywCUQxAF4x+/N/tY+7t+gODq+j93tWcX2be82/t1X/h3u7d8DIQQvHbyEV/Z8qJMT/OFzOvfx0sFLla9pfnc7KS3hjh6uDmhbZu1mBLPSx+kHZ5S7u3cx3r2Li/Aip5oACblz2Uy5Q57cVdsy9Tnd5/t8sH2QW5i2KXfGQh3v3pgpd1TllTvFOmTudJEIU0gXU9xyEDWRu+NjRErm1Jv0r91dPHzfc+B3+y+y69A7c9dUqIK4suyLgZaKZdpgSlW6wmEOgu+4B/Hs07WFKhfRBSihufN4y97K5TEBzGnLDBB3tGXa3hYiqkpFNlXkLlXuepC7wTJ3mbbMujEIXcAIW3jungElVNsyo7Bky3xTnuVJyMLKHUU0PceRf4Q7AZ+L3HFbK3cnTLSTu/EIeO01/YMw7KncEYguJSWclwtViqMQZAgb5UKV5oPoodx5Vu0mzGXGNbnbUNjMxpTm2/1YpXLXw5Y5ROauUKiif7gZ80Ec7uCrx1/FwfaBztDYVC9OIh/WOnZlqtoyZagDwkPZMpPPw/G2Wx6ZRzFz12jLRFm5cwMJ3NIjPCqVOwLAlP+EISKLrb6tNAFPchbFqu+hkWbuTKGKPUIQ15A7S5O7M1vXpZu2xezNTSBOh03Pfhc+yCgEoEG54xw8Bvy+yt1Y4XjyJnZ3Z4v926Pb+MOv/iHu7euF8f7WPuyY4htHX8Un3zXFJ+59otYubTI/Jm/BuaMthFJCiKByhpl+nJ23BQuBUzlJFzNjS9scp2JaIncTh2ZGIcSVtsycWlTRKNgXDtN28rrPlBIKz/IwuTHSO+nTqT5nspm7mM6UO5SLeMzrpIUqyfXfsr1m5e74GJGqVt33vD08vDMGv7E39+9eRNfMXbdClbjWlhnJfpm7vkjn3NnV3zGLWjgNTnPnH5CQu4FsmZ0zd94YIVVlWyYrk7s0c9fDlrmMtszDs/nJHaccUzEdLHOXKneZ99oiHG+J8zyBWmQUguVhahO8cfI67ozugPnBfMqd4yFgwAWi8nmWfRy1IMYu8Oqr+gdBkBaBtYFRBkl62DKzmbuipR6mUEX/vctdiFh0z9y1kDuPe/AddiVtmdfkbkNhMxsTKguFKmVyF8t+c+5iFYNmbu5dUancbRi5c7lW7g62EnLHFXB8jDDyYa/DgVxlyxxYuUttmV6/GXJd2zKBZLFQyNw5vkgXhMZWlM/cAYiTHbgoQujw1beVJuCEa1smljsKgREGGUtMoolW7twxAhXNSC4AKAWfxHAsV7dlJuQubcvMzGiTUJVDzJc+CoEQcAUE0bRzocrB9gEOPYkjNcXerZm9/PboNk6Ck5w699L5Fv6fo8/i049f4Cdf/Mna1zQExSh3FrN0DiQMIURYWZZhnlcsVDkVk7QdbmyPa5W7LLmTSpZGIVBCcwtmK9nJXuTcbhtiDiSEdMdNbZlRtqhjNIInSEa5K583gMma+dqWaVr9mmyZZhSCkpWNyLvuLh5MHqy3LbNQblNS7iqOm4IijJLM3ZJg8t918/HMyIciudt2amyZPZS71JbZtS3T0lY9GYvceWM2lixrRkgWUu4WyNxtO9uYRBP9+WL+zB2g35NJNBkwcwfIKD8TlFOOt+R5vpFyUeXOIjg8e13/3tPp3IUqRx4wInbjucEphxhlyF0YIlCiX+auC2EqKXfJ/S9zzwzjKN3gM/n+1uPgXCt3LYUqLnfh2/Sa3F1jdXCYA5/K3A5sJbmLZW7QeR0YKKSUegEx0BBzUKoJzIaQO4c5+OrRV0vkbm3K3S/9EvAjP5L+MVXuRDBY5s4oB8uacwfM2tcMAhHAnYb1mTtCtXJnyF0YIrL5IHOF5oEZZL5sWyYlVNsys22ZdrIzaRDHCCyibZnWFs4tXbpgGmcpZeksy6pClbQtc4jMHa0ZhQCAK4IgnHaeYXawdYD7dohjF9h97Kn057dGWt3NWtruTXbwv1z8Hj76cA83vQpSkSAd80FmC37BiF64N5E7ZiE3KUkInMqLdBfdZjYUFE78kzK5s5ApVIlT9QKofr8sa/GFq8ncNQ3mHdtjXGw5s7bM7NzO0QieJKlyJxBX5hEpobO2zAScWYgYOih35evVnruHh5OHS8nczVuoklPuEFeSUt2WuVxy5zI3HW9Rp9wB6Kbc9R2FQChkQu46KXfMRsSAWETVmbvMvSXN3PVR7gbI3FFCsePs4MQ/AaBtmfNk7sxxDJ25i8Mgtw7jlOHN+Hw4W6blYWoB98+S2X6+P7dy96YH3GDNo1s45RCuM7NlBoEmd52VO9WNMBVHIVAOyYhW3RIEMkg3+Mxao5Mts2vmziIQ9JrcXWNFMCcve3y2C055uSZWqh5z7lLlTg0z5w7QF6sNIXcud3HkH2F/ax8WtSCJQnT8JsIogL0OYvGe9wC3b6d/dLiDSTRBrOLBLiRp5q6nzbOvchdHBeVuEtbaMhlhmtyZC3QYIrLXacvkaQnJUtsyKZvZMu2xXrS7PCULAAAhEFgUbpK5O7PivHLHC8pd1Zy7ZdsykZA74Xe2Ze5v7eOQTXHkAnuPz2YxmhEvL9x6If3ZS9M9fBOn+MSDJxpfMy1UoQVyF4YQIkobRkvHXmHLPInyC62xNcaDyYNclXpK7owtEzJn/bRYOaNoSM+iyt00moJk5mQVMbby5C4imWvIeAxPIJ+5qyJ3oIhEAKZm/4bFLK3c7eWtlTKWnTJ3Dy6Wo9wNUqhCamyZhEIUSO7QMNfXuk0Yc76UlDt7uzzn7h/8A+AT1aVDVTBOi862zITgSylAWYUt0x5IuVvw+p9tzFw0c9fJ2tfltZLyEBkV2jIJx1vxxbCZO5vi8PhV/XtPp/O1ZTojvDkCdnjz56fJnV1Q7qLuyh3pqNwVbZmJzRVCpA/Ryl1PcmeUuy6ZOw4I1k3lvky4JncbipTcZW0SFfPD4jju1ZY56Jw7QF9gNojcAdoiRgjBSHFMjx4gEsF6lLsCjHJnM3uwsQypda3njcrjPTN3GVtmIAO4F0G5UCV5j41VpUTu1qTcmfrrIQhRE9JRCKly5yBwWJnc2RQOS4aYcwnBkJKInC2T1GTuBipUqbVlQhcwBSLorNyN7TEswvD1XWD3YEbunr/5PH74XT+cu3H+l8EdfE9wgO+bNi/OZrbMDLmj0OROhpULd/08O1+oEkU4LZI7e4wHFw/Kyh2LM4Uq+bbFSuUuIT2LLFxd7mISTRo/z5E10oPXTVsmUfnMXZRpy6yxZebm3CVICXNGuVNK4cXffBGfF9/U5K5GAVuncldVblMuVFE1mTuaKHfLG41jrLZ131NGGQhIidy97+778NzN5/IPfuopYL+7SjWzZapuhSrM1rZMWVDurLItc12ZO2CWu5OxxF88/As8vfv0XK9TpfrOC+1SSUYhkKwtU88kHlS58zgOv/XlGbmbS7kb4cIGdoobCAXotkyulTultHIXR/3aMlmHz7ww504X1NAcudOFKrO2TGA45c6zPPjbHuTjB9fK3TVWA3PyZi/OlPG83Q3GltkzczdUoQoAvPvdvfIAy4S58JgdvREsTI4fIBRrUu4KYETf0IcqUwFmpKDvjcrlLnzZpy2zMOfubFqfuaMVyp21PnKXtmUOYGVsQjoKIavc2VXKHUnn3J2zOGcJyc4IFFXKHR1wFEJdWyYADgq/h3IHAAf0Bi5sYG9rpla/cPsF/Kv/+l/lHvc4tvH/fv1DoG7z4iRV7pJzO0fuRFTZhAjomYEyu24XokzuEuWuRO64yih3eVssp7ys3FkdFxsNcJiDi+ii8fP0LA++Z6WFKhEyyt1oBC9UrcodA0UoQ3CVtY/xUlvmH3/9j/HnD/4cr+NMZ+5INbnbdXdxEV0sR7mbp1CF6I0PuK7OJTJUt2US/T4sc/GTKncNG0oWs0pDuH/lQ7+CDz/34YX+bW3LDHXmrssoBGohZEAsRe68STN3zuwY15W5A2aNmb//5d/HEztPlElwR5jv2RD3I9MMGYsotw7jiY1w2LZMhsPj1xbL3CWf5Y7bbPPllCMiSh/vm29q5S4O+yl3XayOxTl3RA+Fz5G7OIJjGpOTDclBlTsaQ+zfvSZ311gNUuUuc8MvKSLQof9utkzd5CelyAXqu6JWufujP0rteeuG2dUxXvwRcTA5eaiVuw0gd4SQdFDtUDDKQl/CWMrctRWqyNkoBF/4cM4m9W2ZFcpdaNH1FaokO/pxHC+V3KWjENqUO0srd1v2Fs5ohIhn3rtMrlYSVVqkG1vmIKMQ2myZMuildO5be2Bxh4WfbQMnJ62LE/O72xXkLmpS7pgFQQttmR2UO8/ycsqdVHlyZ7EK5S6xrC2UuUvs2k3vtansTjN3iPOZu0B2UO6SIeaZt8aiVqlQ5VN/+ikwwnAsLgDHQcRJ9Zw7T1s5h1TDLWqBEtrqbGjM3DkOcHZWawvTyl243EIVNitUqfuOWdQqKXdDQF+vRWdbprkmRnGUb8s0yp0zO8Z1Ze6AmXL3yVc+WTsbswsYYaCEDnIvoIQirihUsWgFuVu0LdMC7k++pdc385K75Puy4zVvyKffpbe9DXjtNcRhAKFkp3v4LHPX4TOvsGUWyV2YIXeAvha2rneMctelUKXle3pZcU3uNhQpucuOQkjCu1lyF0vZaXfdXPBjJReac7euBXoXmF0l06I1Yg4mZ28hFOFGKHeAfv+GKlMBygvgrihm7hptmYTmC1VkAPd00lioAgCqqNytK3PHLL2xoVY4CiFV7qi+qRtklLttexvnVBSUu1muVlbYyowts6l8oyss2kDuQOHLsLMtEwAOtvaxFzvtlmPbBk5PWxc61IxCqFLu4iiXBcqC8QrlLjyrVu54RrnjI0yIyCl3pUKVItnefwIc7WSkCQ5LyF2Tcsc9+BbRx3Z2hkjJvHIXxIVClfL1gBIz3y2v3GXJ3Yl/gn/7n/8tPv7Cx3W+aXcXEaeV5HXX3U1fYyhYzOp0XmfzvdmfpZm78/NackcJQRRHufdhaLjcbZxdCOjfdRnkjhK9Gde1UAUArJjAhyjFQIBZ2RMwc5/0Ve4YYQtHEfbcPXzxzS/iD77yB/jx9/743K/TSfnpCFP7L6P8RpgpNBpUuaMxDuMT7Uyat1DFHNf27cbH5cjdq69q91PHOEkv5a5gyzRKaK5QJQ7TQhVAf7daPz9KtZ3U99sLVcT0mtxdY3UwOxNF5S4mBXLXWbkjOnMXy7k+9Fpb5gbB5S445bg90heuEfMwvThGJMONOW6b2cPaMp98e/q6fVCcc9fcllmh3B2f15I7AKAxZjm9KEJkVS8QV4G0LVNVD3ce7N+pyNz5Fi0rd5zMlDsSQTAym++VLVQh1bbMQASN5Rtd0ZS544ogjMNeu9sH77iH3btva3+gZWly16rcGVumkx7vLHMnapU7zm39uKROOxYRLqKLXMX82K6xZRbIXba0hdNy46u1d6uybKQPOit3cQjs7AD370NA5jN3vsA0mkIpBUW0AlxEOsQcBVumw4FndU7yt//st/H9z34/nr/5vJ4rduOG/u5WXD/33L30NYZC0zlZfJxFrdx3IKfcRVGDcse0cjfYUZfRRRGwmb0k5Y4gFgIxVOfvr6UIfMhqW2bm/CZEX6v6Zu6GOEd23V385md/Ex9/4eO40WIrbAKjbDByp5U7Y8vMDjEf2JZpeZgiwiH3cWCUu3kKVZJrxs5Ws9uqSO4CGaSbbG1glEEiaYHuotwBzcqdEmljMtCR3BGiX3s6bZ9zd63cXWOVqFLuKm2ZXTN3hEIqgVjKuewotbbMDYLLXTw2fiw91pE1wuTiGKEMNkZxdLgzrC3T0zfZRZW7RlsmoYijGbkLRAD36Cy1ZZrcSI7cKb2oBqCVO169QFwFOLU0uUMMuqShxYD+jvjCR6ziVKENLFJN7kzmDmHuJsjoLHOn2zILoxCYBV/4g9yIqmyGBoxQBHHUT7nbPkgX/I3oqNylhSqmtIRaiKhKlDsB7lSTw3TOopSAUjhnEmNrnLtOjq3qQpWpCnWmOYogiMpltirbMqm18Pe5i3KX2qh3d4GHD/PK3XgMbyowFVNt01cEhFeQGkIRFhQrTjkE4nQBZCxve57ON61cuaNWJ0JSmX/MzrlDfVsfIxSRjFZSqNKYuaNWTjkeCoyw3sqdHRP4tDjEvJxrBPS9pq9yN8S1f8/bw2unry1kyQQGVu6IUe7CgnKn37sh59xNxBRvjBX2z7GALdMqH1fN40QsgCefBF57Db7sPr5JvycdyZ25TmUKVYptmUEc5ZxXHvdg0w6fH+et5C7XarsBpXtD4prcbSjqMnclW6bq15Yp5Xx2lMug3Dncyc2+GTljTCanCXHZDHI3uC0zscn0vTAZO4JBo3KXLBYM/HAC1xfpgPa0LTO7MFAZ5S4MEVlkfW2ZjOu66lgsV7mjDGfBGcb2GIRoAldJ7izM2jIL5E5n7pKHEgVWUKcsamEqpoPkRVptmSrq7Ina+wAAIABJREFUl7nb2k8X/I0w5K5NuUuIrZNRhgXBjNzV2DI55bNNsDjGiVvYQYdW7h5OHpaVu2gKjEZpro0XbZlF5a6C8PVFZ+VO+Gl5lVAyn7mbRphGU00mQGY74hlQQrUdsaDcSSWhlMLn3/g8Ds8P8eHnPpzmm7C7W6/cecMrd11VnioVNVUbOAe4Vnmrjpsl70MXx8u86KLcLc2WCQIpIsiObZkAYIHC58g5Bcz5WDrnaU/lruE60we77i7ecfMd+J6nvmeh12FkuHKvNHMnwlw8JlXIBlTufOFjFDO4X//m/OSu6rgqUFLuOjZlAjP1Tbh2d+XOzLkztsyE3Cml9AgG9LRlmtfuSO6uonJ3tX6bK4TKzF3FDJB+bZmJLfOKKnff8fh34Fc/9Kvpn0fOFib+1xBbi++uD4XBC1Uoh8M75JwKKCp3k2iStl4WQZP2NQM/uICzdSPNbbrcBQHJN7uCIM4WqnCK7TV9BowwCM4gRbT0tsyz8Ax3RncAJMOpeQW5YzPl7kz5eeWOWzPljqBkyxxyAO8v/he/iHfeemfl33EwBKofGf7B534QT2w3z64DoG/kJyftyl2y+21bWXKnWskdI0zbMpPzb+LyUivhiI8qbZnH/rFeNE2npcxjpVo0oHLXtNBPR5ck5C6Ko3zm7iLEVBC9A63qyV0YR7m2TEL0xpBUEp985ZP46W//aTDKdDOhf6RtmbR6Y8bs/g+u3HXYULg9uo3f+hu/lftZuiAFAMeBYGG9chdHS51zZwpVZFZhLWBphSqEIu6buVMJucvaMk2rZOGc/82P/WavGXM2swdZN/z15/863nPnPQvb0Ye0ZZrMXakts6pQZQFyR4kuJDsIXODLX15YuetP7sJ0k60NjDDIkQfxxNML2zJNYWA2C9qpUMW85mTSOEbEOCKEc03urrEi1NkycxXzSGyZPdoy446PL+IyFKrseXv46PMfTf88cncwCc7B2BYsvhnHPXjmbk6LSXHO3dH0KN2JL0IPxc3YMqMp3K3ZY03WMfeconLH1qf6csohLIa4MMdpaJjhuGZX2+EOAoYKWybSzN15HEDlyJ2dIXflQhWLWQhlWEvE++B7n/7e2r/jhOJcheA9yPBjW4/hsa3H2h9o2/rm3arcJYUq9kwZFlRBBbq5jTstyp0QgFIIbVZSy8f2WO+El5S7iVbuJhOIwpzByrbMBmtrVzjcQSjDbsrd3h4UCgVIoxG8SYhpFOufN5C7KI5gF67/nHKch+f4F5//F/iTn/0TAMgod89BTGjtrLYdZ2ctyh0lFD/2nh/L/SxH7lwXgtaQOzBEsVi6cmfm3NVtKC0tc0cYhNTvQx/lLuDI2zJrlLvi+9762gNl7p7afQpP7T618OsMacukhGpbpsi7HGrJ3ZxtmYC+Zx/Ye4uRu77K3ZNPAl/7GgLWvZGbUb1Z1EkNK9gyi8pdIAJdppK5nl0rd91wbcvcUJjFSNsohFh1bMtMZnAtSu422ZZZxGh0A5NwkgwOH45QLYLBbZlz7kIWlbtj/7g2L8VooVAlmsLZaSZ3VOm5SQCSzN0abZmUQ1oMUtQvtIaA+Y6YPIrDHARMVSh3mLVlxgXljhWVu0LmzswBW+LvAQCcMIRYko3V3GxbM3eJLTNR3Sih+rwKpprc2TWZO5pR7oTQ5K6wMDGfUVbRG1kjTMRkZsskKleoUtmWOZByZ467DqmNencX0ub6vTDX/dEI3nmgM3cNtkwGk7nL3y8sZuHf/Pm/wYuPvYhn93Sxyp63N2vLzBT+FLHr7q4lc1eFonIX1VSxU6rfh2Vm7rJz7lZuyzS20x7KpAXWWbnri6Eyd0OBkQGVO8K0LTMWOXJnNpNLoxDmVO4Afa3a39rX5G7Rtsw+5O7VVxG4Vr/MXdyR3FUpdxlyF8pQl6nMQ+6MctdC7kIZIpLRNbm7xmpQVfXMCCu1ZUoVd7RlmsydmMuOQhJCuMm2zCK88Q1MxFRn7jZEuXPYwIUqc+5CFufcHflHtXkpRlheuRMB3J3ZXCyPexXKHcm3ZTYsEJcNRhkEp3q485IzdwAKyl0FuUuUO8/y4MchAqpmmTs+y9xJotJZUwbmccu+ETFCEZC4V6FKZ5i5Qx3JnZ0hcVxRiMBPlLsacpeUHGTJXfE7Yj6j0py7aKIXTZNJQu4KhSpLytyZ465DNnMntkb5z9/z4F0EOnOnpL6+Vyl3lCJSMpe5A/S59Fsv/1auqCKXuWvYmNlz99ai3FWBU47IbEK5bm2hAyNs6Zk7h8/m3DUWqizJlhnFohd5tQ2565C564uhMndDYRnKXUzymzN84MwdkCh3t54GvvKVxdsyO5C7KI70RtfeHgKXL0e5K5I7wnICRiAD2ITlrmee5Q2m3JnZw22FVpcR1+RuQ2FOunKhCiqUu/aTkhFjy+x30c8eD8H6FujzYORsYeIxhMFFmttZNzbFllmp3NXZMgmbqXAAfBnA3Z3NyXG5W7owFjN3EVuvcie4vgnTFSp3LncRkLhCuVNwuANKKEaWhwmPK22ZgqJE7tKRCUtu9uJg8IlcrnLXdRSCPVsAc1CI0EcECe5VL4xzhSpCILRpmdxZZXJXtmWuLnMHNCt36eiS3V1EYzf/XXLdJHOXKHe1tkyGSIlKcvfFN7+IH33Xj6Y/23OTtswbNxot1ctQ7hYhd3lbZh25oxCxxDK/Qdk5d03KXTELOgRYzefcBItocpcdoTGocrdBm8JDZ+5igtLAeNOWuWVvzR68KLmzPBw8/s6FbJkmY9tZuQOAt70Ngbck5a6lLTMQgVbuMi3XvZS7FnJnXu8sPNuoDYghcE3uNhg2s/MlFckuUY7cxXFuvkodTGg+juO5P3RK1jerbB6MrBEmWw6i6cXCs6iGwtCFKoyU80RdYMidSmaBNSl3Ziiuga8iOAVyV5m5k7NRCCFbX14ztWVSLD1zB2SUO+YgoGVy5zOVfmbbyU02tVtyKx3ALQlKbZnGjrfsGxEnLKcoDoqetsyccgcCEU4hVAzLqW7sY5TpVs2E3AUdlbuU3NUUqtS2ZS54TTTH1vReZzN3YuS2KHcNhSpKgBfuABa18BPv/Ykc0TDKnbpxo3FjZs8bXrmbd+OiVKjSpNyp5WfuUuWuboj5kpS7wWyZQyl3A2XuhgIjbLBNalP7L2l+w81iNrZUwWI8hHJ38E7g4kITl4rveBdYzOpH7p58EoHTX7lr2tiYPbjKlomcLdNGXrlzudttzWOUO6v5szbWzE06R4fANbnbYNjMrm7LzNkyJWiPUQjzZu4AXZgwpOq0bIysEaZjRxOLTVLuBszc7Tg7tYpbExhl4JQjlNo62Zy5Y5AyW00s4OzNyN0N9wZuejdzz6GK5Ofc1dSSrwKMMAimN0ZYxXDnwf4dY8u0MrbMKuWOqnR8hNnZNc9NlTuVLBgq7MSL5JK6glMGn8XLeb/MzbbrKAR3RuIsMEShDwEJ7lYvjE0ORgmhlTtrTuWOIkfudt3d0vDkXXe32/iHBqQujRZbpsncRWMv/11yXbhn01l2pMaWyQhDCFkanbPr7uJnX/rZ3M8sZsHlLs53nMbv7uNbj7cuFPtgUOWO1JO7UM3nYOkKhzlpoUrd77Pn7eH26Hbl3y0CRmhv8mpRXrZlDqTcDfEdGRJD2zLjClvmFvPwhCxsPi1I7m6PbuOZvWeBZ5+dS7UzuDu+W7pfF2FRK6/cuXy5yl12FALBTLmTAZxCocot71a386lD5g6ontN7FXC1fpsrhkpbZoVyx3jXIeZSB3/nvKl97Re/drlsmdYIE4/rxYm1GaR0aHL3/K3n8cc//cdzPdfsLjvcwbF/3Jy5S1Q4EQtQAPz23fTvb49u489+7s/yzwHJKXcRVeu1ZVo0uQEv75JXWagCWWvLBDS5y5ZjUMb1dzyOIQlyc9ayv8/SbZmEI2BLKm7pqNwZi5jjzqxNxpYpENeSO0IIaKzbWrkiCC1a2ZYJNCt3xTmDH3nHR/ADz/1A7nXu7d/D7/3E77X8wu2osjYX/z7N3HlOfiFiWSAyhsMdXEQXjcqdztzlvwN/+t/9aeVid9fdxfGL70T0n5+s/e7+xkd/o3MjYxdYbP6Ni9yC1HEgapRnSikizL/J2QUud/W5hPrGyt/5m7+zlAWlVibL2comWERbmXO2zIGUu3fdfhf+/X/77xd6jSFhNjaHei1ZYcu8a+3i828WWkUXJHe/++O/qz+L554DHjyY+3W+9Atfal3HlWyZXyqXUtVhocxdhXLnIE/u/tkP/LNu15wOmTtgNqf3qpG7a+Vug+Ewp3oUQnbOXddCFdOWKee3o1wmYgfMyF3I8taudWJoWyYw/+eSzd01jkKgDDLO7KTFFLiZ3/krHkOuLTMI1j4KQTLdNMvmtLJ0QcmWyR0EEJXK3cyWuZ27qWjlTj9O20jLx7sKmxOjDAGbFQMMiq7KXZI3tDPKHQeFiAIIqNrMHYDZKI6eyt3UDDGvyNwRQkrvOyHD5JCL1/oi0tElL7yA6Ds/kF9wE6KtmdzDeXiuC1V4PakpKnd116M9bw9Hdoxod7v2d+SUD0vuFlXuVFa5q95QYqS6WGZIONzBRXjR+LtYzFp4ZlsVDInvVaiSsYUbDKXcDfUaQ2Fw5Q6qfK1mDJYsPNj3FxqFYDNbny/PPrvQ63T5LErkrmKcTB0WasusGoVQsGV2vub0yNyZf/sq4ZrcbTCqlLti5k6qrkPMk0IVFc81xPwyYmSNMHGoJhYbYst0uLMx1lZT0qCUalbuKE9tmb7w4VaQu9JzQNLnwPcR0vU1raZtmVSXSiwL1cpdFbmLc8pdjtxZmtzFUQhVM4R4JbZMwhHwNSt3Zs5dltwRBhEkYwrc6swdAHBFIFJyR/pl7swohIItc5lwuNNNuXv+eYj/+ZfLiybXhcccTe5i1Ct3JC6RuzqY3F0ko5V9dwfN3DXYMleh3F1EF2tZMBrlrq8tE1hO5m7TMPQohKq2THCeW6cBWFi5S/HccwvZMrsg9116+mkEIzslQW2ghEJBIZJR+/lfnHNHK2yZYLlClc7okbkDrp5yd7V+myuGUuaOsLItU8U92jLjhTJ3lw0ja4SJTRAyYG9TbJl0eOVuXpgczySawGL1rX+MMMRiRu4coYBbtxpfW7dlJjeH6RTRtlproYrgFJLRpS62KkchKAE1ncy+cUIgIPFMubMLyl3S9CgDXy/SK8ApX36hCtXkrsoWujA6tmWCELAYsLO2TMIgJucQDOAN4030KI4IUAQh75m5S0YhSAJwezWbQm3KXXZ0SRRH5d1314VHrUS5q5lzRxhCxKVClTqYxszKf29JGDJzF5G4mtxRTX68Je5tu9yFiAWcNdx3GNUbmv3InQXI5Sl3mwRO+WCEVbupVGLLzCt3WYcVgMtL7v7qX0UQfAKO/1qn5xJCQAlFIIPeyl3RnVZVqNL9l+iYueP6vbwehXCNlaFT5q6zLTNpMJL9KpIvM0bWCBMLiCwGa0MI1dCZu0Vg1IAm1Q7Q4wNSW6YI4EaqXblTBXK3xkKV1JbJ6EqHmFNCde160F25M99x6U9qyd0i6kZXmCrvpRaqdLAWsRhwRtuz4yIM4vwUgpUtklnwjC0zaFDuzI3d/H+j3KnJBQQrt5UuC52VO6Da7uR58KiDs+CstlCFUoaQSLCONsq1KXcLDDHPzbkj1Zk7RjgiEi91kzNtv13DgpESioiiX+YuOV76KCh3A49CkDW2zKUpd3/trwG//uuLv04DGGUQsdBt2oQgGPVzHDHCEIgO5M4od4kyp22ZajbnTgRw1JzkrkfmLpt7vyq4Wr/NFUNRuaOE5gY8Aj2GmJNMW+YSW8I2CSNrhAlXlZmbdWHoOXeLwCwYj/yj2qZMIN+W6Qsfbhh3Uu7SwefTKaKa/MsqwAiD4AQxI8tV7gqZOwBwqA0/uEj/HEchJGbvRcmWaQL6/lQv0iuwiqHA6dy9NY5CAHR2zvEKyt35CaIWcscUgYgCbcvkFeTOGpfm1tnMhlQSkWsjnk5AY4C0WHqGQmvmzsy5A6rJluvCo3arLTMm6GzL3HP3cORfTuUuduxaWzOjDBHipW5yEkIqR8SsAozw/sqdmZ+Zmat5VZW7IW2Z+bbMzGe9THLnusD3fu/ir9MAQ3akypCsHpvSjLLuyh3nOjeMsi1TF6osoNwBncjdVbNkAte2zI1GcTdXD8xUFUPM2y++WrmLEPf04l9meNzDhEpE1ubM5/vwcx/GtrPd/sAVwJQ0iFg0KneMccikqCCYnMIR0LmkBjAQxHFynhpyt0blTqxAuTPlCEa5AwCHWgjCKcwnHkQ+bEXTx27b27lzU+9cAjKc1rbaLqJudIVZqKzVlgngf/wThu1fmNXFc8IgLs4hWpTg1JYJTe6KC5M9bw+/9N2/lPsZIQQ3nBs4cQm2JxfgDubLesyBQZQ7ImeFKjXKHYCNVu7efefd+Fvv+VtzPTdL7oRrgytSWVhCCUWE5Sp3gCbsayF3lCGi/cidITs5WyZh+Ecf/EdXTtEYslCFkUS5K24kFMmdlEAcVxYdbSrM94lTrrNvy1DuDLnLPK+YubMVnV+5AzqRu6tWpgJck7uNRpVyFwNz2jKTQpVHLXNHqtvy1oWPPv/RdR9CCpPjaSV32UKVo2/BxWynrQ40OwphOkVI4vUOMWcEcsnKHaBvTjnljjkIwkn65yCa6p3IBFW2TKPcsRrlbiWjEOhm2DJ/5S+fBLZns+UsyhFNzmoHVBtwJIUqEAhZWbnjlOOffOiflJ63v7WP+zSEd34CfgOt5/lQ6JS5Ey2ZO4SNyp15/c7KnbeHrx59daXK3RM7T+Dnv+Pn53pujtw5Friq/j0ZTWyZS/5sjd1r1aBEZ+562TKT70fWlkkIwa99368NfnzrxpC2TH29TmyZrEG5CwJ9vVvR9WQIZEeL+MLHDedGyzNm6KzccZ4rPNHKncq1ZTpqzkKVwgy9Onjcu5LK3dXakrli6NaWGYN2OPG1chdDxsutgN4kjKwRphCI+DB15VcN2cxd0yB0RjlkosL5bz2A02EXv1SoQuL12jIZgWTL99VTQvPKHXMQhLPMXSB8fbNKUGXLjAkgAr9euVuFLTP5vixNuaO09aYLAPjyl3MqMadcF6q0kDumks0FIRDy+rr/Ig62D3DIfcizU/CazOMysLBy57rwFG+2Zc6j3AWrVe4WgcWsvHJXs7xhlCEkMeiSlz9rs2XOodxZvKzcXVUMWajCKNOjEIq2TM7zhSq+P4wlc4XIbpYEYnXKXalQZQXK3TW5u8ZKYTM7txgtnvhAn7ZMBolHULlTQWXm5hr5zN2u06TcsdRiGbz1rU6VyAx0NgphOkUEuV5bJk+Uu6XbGQvKHXcQRH7650AEOeWuNOeOMMQUkGEDuVuBLdOQOrYsctd1F7twU+eUQ0wv2pU7lYziEAIB607u9rf2ccgmEBdntZnHZaDNwpfOuUNN5s7z4IHjLDwDi1UNudP3Et5R9V1HW+YiKCp3VgO5E0QtfZOzjbAvC4yw/pk7Q+4uwee8KIbO3EkoxGS2eaL/kQrl7jKTO9k/c6dQXWiUf2Ce3KUCRnYUwryFKo945u6a3G0wKm2ZpcxdH1tm/Ehl7kbWCJM4QPT02y/FzvOqYUoa2pQ7yjLK3ZtvwLWb83ZAotxlM3dYn3LHKYekBJIu35ZZUu4sF4HIkrtm5Y4QAqKAKJjUkouVjEJYpnJnWXNXeafKXU0TogFDZs5dD3J3sHWA++QC4vy0llwvAw5vtmU63ElnUtYqdzHFeXiuFcfKQpXNz9wtghy5G7kNyh1HRNSVVe5ootx1td8CgJWoMnQNZHTVGHrOXd0Q8ytF7uZQ7sxrNP8jPK/cJe2juUKVa+VuLlyTuw1G5SgEYL62TMqSOXfLD5JvCsxu88VTB9fKXQVcpnM8R9Oj9kIV470/egDHqR8enT6nkLmL1PqUO0a1LTOmK1Duipm7ErkL4GSizkVyBwBUAaE/abRlLj07uArlbg5wakH4k1ZyxxWd2TIZOi9MDrYOcKhOtXK3Slsma1Z5OOWghELEoj5zF7PmzF1PW+aet/q2zEWQI3d/+8fAt3YqH8coR0TV0jN3bTnKZYFRBtG3UMVy0+dedQxZqJKdc9fYlnnZyd0cyp15jeYHVhWq5Ech2DVzO1vRUbnzLO9KnvfX5G6DMeKj3BfKhHdLQ8w7nJjpnLtYrHRHet0YWSOc+CeXYnGyaqSZu+C4ZRTCjNwFx2/CzVTT10Erd4kt0/cRqmi9Q8xXVKjicAfb9nbmzx4CJXI3K5fMbma77m6JeDAFhMGk1ja2UlvmMjI4b3878I//8VxP5YwjJFrSbNrU0spd1Fu529/ax6E4TmyZK1TuOhABU6pS25YpSdKWWWfLNOSu27lzGZW7KNYbSpHn1A65p5QhpFdXuWN0jlEIyTzHq9gaWITDHXjWMEPAjdNC0KtpyzRzI+dpyzSv0fyPVCh32UIVGcCJF5hzB7Rmu6+qcnf1fqMrhF/9vl/NWbxM2UJOuUNPW2Ysl75juUkYWSMc+8fXyl0F0sxdq3JnQSotY/inb8HZr94Rzz2nmLlTcv22TEZgLZkU/cef/Y+4NZrNAHQtF8HI1oH68Ri+9HPK3Qce/wD+9d/817nXYIogDOuVu5XYMpOF8VJsmY4D/L2/N9dTObPgc9Ra7gxS5bivLXP7AIfREeTkYqXkzuUuJmLS+BiTu6udcycpzsMT7EkMUqiy5+7hzcmbUFCXog4/p9xVEeAELLUtLr8tc11DzH3WvPlRRGrLvASf86L45Q/+ci8Vqg2MUEQsbm/LvITkLmfLnEO5az3/q5S7gi3zhiKLtWU+orbMq/cbXSHcHd/N/VnbMquUu/aP0bRlxurRsWUCiXIXnFyKnedVo2vmLmvLDM6O4W69rfW1dVtmJnMXi/XZMglDwHTmbtmLl2f2nsn92WEOAs8CplNgPNY3yYxyRwnF07tP549XAWEwrVfuVmDL5HyJyt0C4MzC1AKsmpr79HGgEIbcUdUvcxe+CeFfgKvV3R7bMnfAbDOmNnMnCM7CM9weqFBly95CKENY1KqcF7dp6EPuBF0+kXH4uubccYie5NV6hGyZt0e32x/UAxQEIevQljmnFX1dKNkyeyp3ZhB68wNZaRRCtjQwEAGceIHMHW1/7lUld1d/m+YKodKW2VW5owwS8SPVlglcK3dNMHPujvxm5Y4yjtgodxfHcLfriaABIzQlhJrcrc/axZPFzipsmUU43EHg2ZrcAQjiEA5pfh+oIgijae2cLoutYhSCnfvvpoAzC9NOyt0scxf0IXfbBzicPoAgy1d2smjL3AEzcleZgfM8eJFqLFQxi8+u3wFCCHbd3Utjae9O7jjiFZC7dQ1Hno1C6KHc2Qm5ewRsmUODger3m10tW2Z2tMg8yl2ne1TBlmnaR3OFKvECmbsW1Q64JnfX2ADoZiZUzLnrmrl7tObcAZrciTWqRpuM3Jy7psxdti1zcgbnxs3W16agui1TKcTTCaSSa7uA5toyV7wz7TAHgWvNyJ1sJ3dMAWHYotwtuxhmQ5U7i9mdbJnc2IJ7Knc3nBsI4wgnLlabueuo3E2jmsyd68ITSApVhsncATp3d1lcD9mhy43kLrHPLXuTs228xbJAKUPI0Ct+Ybs6/vEo2DKHBgXRQ+Oz35MrQO6Kyl2XEUgGjHQkd5W2zDiXubPnJXeMdSJ310PMr7F2pKMQ5plzZ5Q7tfzhrZsEj+vg9LVyV0bnzB1PMneTCQIIuOP6x6bPQTJnLAwROXyt1i7dlgndlrkO5W7kABcXABJy13IjYYogjPzaKnNO+QpsmZs51JjzhNy1LEJzoxCo6rzrTAjBwdYBXttBrXK6DHQpVDE26to5d6FW7phsIXc9Ngb2vL1LszFWVO7qjnumYK5AuVvHnLvUltlDudu9lTz3WrnrC6PcsSum3C00CqGrclckd5WFKnPaMjlvLVMB1qewLxuPzir/CsAsjmMRpT+LodIsRRPSzN0jaMsEcGl2n1cJj3s4j84xiSbYdrZrH6cLVSRw/z78nRGcDjt4lFDdljmdIhp7a10gcsohCNan3I1s4OwMgLFlNm80MBhyV9+WuXRbZtKet4m2TE3umj9HhsQWLARCGvfa3DnYPsBruxR8lbbMDgOvWzN3QYxQhg3KXT9bJnC5lLuutkyaKndXtS1zjiHmph33Ci5ylw1KCCI+myMJ4OqRu76jELoqd8W2zIpCFVtivkKVjsrdVbVlXr3f6IqDKYJYivS21NmWSRmkNG2Zjw6nN+TuWrkrw+Uu3jh/AzvOTnOtPE/I3eEhgu1RJ3uGXlxLTe5GLiwaDnnovcAph2QAoatfvOhClQK5a1ksU4VmckctKFUz4XwgpMpdh53PVSJV7tD8OeYKVUh3Wyagyd2rN/lKlbt333l36jKoQy5zV9WWGepcLJMqt2Ay6Dx7KoOrmrkDVlCosqY5dzNbZg/lLjmfHqW1wVBgoIgYzX/WV4DcbdlbOPaPAaxYuUOcGx207MzdM3vP4Lue/K7+r7/huCZ3lwy6hTBjy4TqMecuhlTykZtzB+DSLFBWCZe7ODw/bGzKBJI5dwTA66/D33I7kTtKiM7cTaeIxi4stlwy0gRGkna8FbRlFuFwB77HM+QuaiV3DAShCGoJDKd8+eTO2tBCFUPuWq55jGQzd/2Uu/3xPl7do625viHxkXd8pPUxrXPufH1f4G22zB6EY8/du1TKnZnLFcVRe+ZuyTbxtSl3LLFl9iF3Rrm7tmX2BiUUoVVwhVyBtsz33X0fPvfG5/DR5z/aW7mjhM5dqBJnlLupmMKTC7RldiB3z+49i1//yK/3f/0Nx/U2zSVDidypOG8HqAGjfJa5uwS11kPhWrmrh8tdHJ4dNubtAG03iRkFXn0V/sjutIOXzrmbThGNnLX2IAn1AAAgAElEQVQuENduy3StArlrsWUqgigK1lyoYpS7zfrecMtJbJnNCweesWUGpL8t89VttXHFU7k5d8XNKteF5+vd7lpbZkJq+pw7V1K5M+/DklW1dY5C6NuWab4f17bM/tDKXWHj8Aoody8dvIRX7r8CYA7lrk+hSnYUAmGIoaCS6NE0msITy1Xuriquyd0lAzXDeRNI9LBlpqMQHp2P/TpzVw/P8nASnDQ2ZQLJucMp8I1vIPCsjspd0pbp+whHzlrJtW7LBOQ6bJncQeCwGblTEZyW94KBIJBB7c67xVYw587MveKbdXPk3MbU6qDcgUIY5Q6yH7nbOsBrW3Klyl0XtGbuEuWOxajMqMxVqHLJlLtebZlXtFCFmsxdj03ca1vm/NCZO3LlbJn39u/h5cOXAcyRuZvTlkkIAQFJeyW0crdAW+aGxQpWietv8iUDm9eWSXVQ9Vq5u4aBIWltyh0jDNIodw7rlrkjFLFKbJmuvdbdfzO0OF6XcmcXyF2LckdBEIqwtu3OoissVLE2a0HCLRtT3r5ZwwmbFaqQuNeu88H2AQ5dsdHkrrItc6IXREwBqLjGz6NYXUXlzhTLLLtYbJ22zKjnHD/zGV+Tu/5ghCHkhXvLFSB3L9x+Aa+fvY7T4HR5yt3Wlv5f9rkgkFnlTpL5ClWulbtrXCaUbZmquy0zmXP3SLZlXpIFyirRmdwZ5e7VVxHYrNMOHiWZQhXP3gBbplqfcmfTDLkTre8fUwShDJpHISyZpBpSt2mjECzmwLfaS0EYyRaq9Mzcbe1D0vZZequGmXNXmSdzXXjThNzVHLe5T7AehGPPu4rKXUJk5lkw9sC6ClUY5XruWp9RCNQCJXRt42ouM/Scu4Its5i5u4TkjlOO9919H145fEXPm+txDe2s3P3gDwKf+lT+uaCpO20qFrBldszcXVVs1t3rGq2gmV0NILFldjjxs3Pu+lz0LztG1giMsOsdyQoYctdqy8wqdxb62TI3QLnjSSGMJKsvDHCYg8CieeWuxerIQBDJaL22THtDlTvK4dsUvOV8YoTpzYU5bZlA+7iFVcNk7ipnuHke3ES5qxu+bu4TbZbWLC6Tcme+2yIWLW2ZCcltaVxdFGu1Zc6h3F3fI+cDI9oGm7smb2+n13wAl5LcATp39yff/JOU/HdFZ+WOUmA0KjyX5pW768zdXLhuy7xkYKDzt2UiRqzkI2fLvCyLk1XDVK93Vu7u34dPH+teqGLm3LnrVe50W6YC67ngGQIOdxBw5JQ7lzWTYwaKUIa1ytHfefHvpArFsmCKVDYuc0c5fIu0krtsoUpfcnd3fBdU9VM+VoF0FIKsUe4uAgCoLYKZFap0v+1/8O0fxD/9r/7pfAe8Brx///34o6/9UbV1NYFRo5et3P3Q8z+EFx97can/RhUYs5LMXb9ClesylfnAiC5Uya3DbtzQ13wpNTEJgkvXlgno3N2nv/TpXpZMQK8Z5j2fKJKNYRjlDteZuzmwWXeva7SiaMuU6NOWqRDH8SNVqOJx7zpvV4NUuWsZhUAJRUwpQAgCKnsodzEwnSJ0rbUXqqzNlskcBAwzcgfReqOkIAjjqPZYn9l7Bs/fen7oQ82B25r480tK7hhhmgALgQCit6XornTBN0zJaMzcuS68c0Puqo87zdyx7uRubI/x3W//7vkOeA34u/f+Lj75yie72TKXfB+8M76Dewf3lvpvVMFk7nqNQlhBA+9VBSW0TKYp1QTvWM+Jg+9fWuXuP7z2H3qVqQA9lLvK5xaUuwjXyt0c2Ky71zVaQQmFFLOB0LFSvdoypXr0MneXJTOyavQrVCHAnTvwRdCxUIVBKqPcWRthy4zJGgpVuIOAqZTc+eiQuUvJ3fouz8aWuWm7+Zxy+LyDckcYpBRQIuqt3AHAfjzeOFummXNXmbnzPFgTH4yw+swd7a/cXTb85Pt+Ep/+y0/jjfM32tsyl6zcrQuM8d7K3bUtc35oWyYpXyv39oCjI/3/L6kt871334uHk4dzKXcLkTsZIVYxQhnClbjO3M2B62/zJQMDTWtiAWPLbP8Spcqdite6aFw1RtboWrmrgblgdxqFwChwcNC5EpnSmXIXOXy9tkzKtHJHVk9WXO4ioCqj3Ek4VgdbphLrJXeOzkFs2m6+ztyR1iwgI1Rnr4S2t/ZduB5gq3aI/LrgWQ2ZO9cFfB8ed+ttmXOMQrhs2PP28EPP/xD++ef+eX1b5orm3K0LlM7RlkmXn+O9qqCEImQV36u9PeCtt/T/v6TkzuEO3nPnPZ02dLNYTLnTG3O+8OFwB0TG122Zc+DRWeVfEVBCEIuCLbNzoYoZhfDofOzXmbt6cMrBKe+u3O3vwxd+N+Uum7lz+NqVO4HElrmOQhUSz8gdkXBa3j/WYstcBbg31v/dMJWHU47pk/vg4+3Gx2nlWCKUIeyWgedVOKA3NtaWWdeWCd+Hx9zarKYhNfyKOxk+ce8T+Py3Pt9uy9ywz3coGOWuz/XDYte2zHnBKK0m0zdvXnrlDgDuHdzrb8scQLmbRlPdC2Byi71f6Fq5u8YlAgVFnLVl9lLu4kcuc3et3DXD415r5i6r3JndtDbklDt7vcqdtmWuR7lzuIOAyLxy10LuaKLcrdMWaN6nTdvN55RjKv3WzQJOdeYulCHsOXrD9vmNjfvdGzN3yTBgjzkNmTsr+e9mEfah8aFnPoSnd5+uJ3f8ESB3PZU7m9lX9v1YNmhVWyZwJWyZAPDS/kv9bZkDKHdTMYVnLUDuOH+kC1Wu9lX+CoISClloy+yUuWMzW+ajlLm7O76LJ3eeXPdhbCyeu/kc7o7vNj5mlrk7QNArcyeBwEe4xdZKsBlhECSGpGr1bZnMQQCRV+5abZkksWWuUbmjPPffTYHFLPjC7zDnjkFKiWBO5e5d9hMg6qz9gSuEydwBNZ+L68Ijdq2dd562zMsISih+7gP/f3v3HyvLWd93/PN9ntmZ3fvD2MaObbi+xPwwiEBkhwsKJW2TxhBaRSWBUBEiICqK04hI0EhRQpGa0KpS0rT9q1ITR01FFZIINUGkcUoAiQpV/RFMYggEktKUNCQOOArY91yfsz9mnv4xu3vOvT5nd2Z2z5l5Zt8vyfK55+ze+5yZnd3nO9/v831+RE9Nnzr252e1z11bXIM1dzdlN+nyMy6f4qj6y1u59UQfyzIl6VWXX6UP/58P13rOJpk7Z2XTwMmmmbtXvlK6vLuv6X6/y/eQN6diepi5y61GcGdBech3as3dc25+jj7+to+3PYzO+v0f/v21jym7ZZrCHXdo8vVJxU3MvYow3+du4LtRltnGPndJpvG8sYyKQmMr1gd35jTRVOfaXHO3bL7RrexV4pJKwV1ytCyzwSTjLc96rfS1u5sO81Qs9rkbuBMaFA2HGtlgRUOVeTa255k7Sfrxv/HjJ27IvcjcdS0zuy1NGqrcPLxZn3rwU6c4qv5y5nTgj7lxeLQs8+Agyq0QpLJj5sNvfrjWczbP3E0PM3dF0Sy4e9nLyv92VP/f5XvG2Q373IWaZZk7tuYOm/POK3emyZ23a3B1cOKk6brnmCs3kd7f13TgOlGWWbRRlukzHcwOyo1a9/bmmbvRyud4OU2U62KLgdUyuOvYBDhxSbkH4LrMnUvKssxiqswavPbe+lYphIajPB2LssxhMjz+9x+NNNJg5zN3kla+Rx2uuevWa3tbluW3Pf39uuZw64ljMndf+Ur5dcSZuyY2W3PnlRez69fc9TTLfpo4YpFxR/YAkaSiaubuSLdMgjvU4c0rf949OnjF/ZW7ZjnnVITiMHPXdrfMxCnP0nYyd/lYunhRunp1nrlbHdw5M02UU5Z5jKrj8u5o5q7Ba8+scxOKlWvupDJzF/yJDVUWGat120j0nTujTczbspgP9PX36xp3/oKmd91xfFlmD9bcNbFR5s555bPp5mvudlwrV7+ZvdHMPmdmhZldaWMMsfI3ZO5yhWrdMudlmbu25g6b884r/8bLOrj91spds7wlypfBnWu/LPPCOeXPubudTcxn8+DuySc1doWytFrmrs3AajFR6dqNoGVwt2YdXWJesyLXpJg2C+46aJgMtT/d1zQ/plumVGbuCr8+c5f043g0dbjmrp8TxkVmtmvXbl+dWAZ76629WHPXxGbBXaJ8crB5t8wd19bV/1lJr5f0iZb+/WiVZZk37HNXYQ3FInO3a2vusLmyTCLXOK/WTEVadMssyzInibXeUCUvcuVFfvYNVW7M3LlQKbibWtF65s6br1SCe5ZqZ+56FNyt3OdOKjN3uTt5zd0OlWWu4nu+z11XO932lTOn6XFb1+xy5m6TskyXKJ+MydxtqJV3+RDC56XVdfE4njN/fVmmglylNXf+MHNHcIcanDnlIa+8x510pFvm/r6m3lpfczcrZuWNjTb2uZsdDe4KZem5lc/x5jS2otVmJolLOtdMRaoe3CUu0STkGoeiN8Hdyn3upHlwNzvxvO1SQ5VVfFLeaOpr2eLi853P+bPhzWuSTyjLPGKTzJ1zXsV0cpi5a9pQZcd1/l3ezB6U9KAkXd7htqYL3vnryzLrdMtcrrnr/GlHh3jnVYSi8h530vVr7g58qL1PzjYtg7vi7NexNcncOXOatBzcnRuc088+8LOt/fsnqZ65SzQLuSaFlLl+7HO5ds3daKQ355d1+Wv7xz5/2SVyx9fcHe5z188Jo2fN3ZnyzmuaT9eXZUbaLbOJjTJ3PlE+nZSZOxqqNHZqs3wz+5ikO4/50XtCCB+q+veEEB6S9JAkXblypVvty1rwtG6ZFTcxdy5RMCkPu7WJOTa3LMusuMdd+ZzFmruJ9myqZ6QXT3mUK8YyL9ErwtkHTIsPuNnF80quXtXYBw2z8yuf4+U08e1uQ+DM6V3f+q7W/v2TLIKa9ZuYJ8qLXJNQKPUXzmJop26xz92Ja+6GQ7322l3S/vG/r9uRTczXOczc9TS4W5Zl7vZ5PiuVyjIPDsjcVX2uT5RPx2XmjrLMxk7t6g8hPHBaf/cuc+7G4E5yyfrTaN7LBWkaZqy5Qy2L4OhgdlC5oYpzbtlQZU8TXcraC+6uK8ts4W595jONbzon/+STmjoprVCWOXVS0pNywm2qs+ZuplyTkLe63nObjpZlnrTmTteunTgRWqy5S5J+HI+mFp+XfV2TtizLJNtxJryVmbun3Yy7cKHM2E0mu1eW6byS0DS4Gzw9c0dwVxu3diLj5hs8LlQty5Rz8sE0CTNq8VFLs4YqXtNQSAcHuhoOdCFtL3tyXVlmC3frsyTT+MJI/urXNCgkG6wO2rz51jN3XVWnLDMPhSZh1pvgLnGJnDntT/dP7Ja5MrhbBDVk7iT1OHO37HTbz9+vaxaZu6fNq8zK7N3jj5dlhTsUoGzcLTPk2p9cI3O3gba2QvheM/uypFdKetjMfqeNccSoXHOXL/9ctVumnJOXaVoQ3KGeo5m7Jg1V9op2g7tlt8xw9t0ypXnm7sJI472vK5tJWpNpd+Y0TuhqeJw6DVVmIe9VcCeV2bu9yd6J+9xpb+/EidByc+udX3PX8+DOWHN3lhbB9LGZ4Ftukf7yL3cqaydt2i3TKx+m2j/Yo6HKBlq5+kMIHwwhXAohZCGEO0II39XGOGLk7LiGKhWDu2CatjTBRbycuQYNVfyyocpefqCLLa65a7OhirTI3A013ntCWa61wZ23xZo7grsb1c3cjdWfskypDO6uTq6euOauSlnmzgd3g93olsn7x9k4PN4nBHePPbZ7wd0m3TLNqchS7Y/3DjN3Pb1WTxNHLDLOeeXFDWvuqtyB9F4+SFOxzx3qadRQZT651nisq7Nr3SjLbGErBKnsPPnEOafxtScqZe68eU0dZZnHqZy58wPlKssys4qv2RiMkpGemj51/Jq70Whl5s4tumUO+hPsNrHMYPY0+Dksy+Rz/iwsM6XHHe9bb93J4O7c4FyZdWvAO688S7U/vsaauw30892tx27cCqGwUO1O7HLN3TG14cAK15Vl+upr7orZVEpT7U322i3LPNots4XM3QP3PKDf+JPP6S1PXVN2XtUzdzu+Nuo4lTN33pdlmcqVtrgNx7Ytbq6szNydP74b67Khyo5n7hY3Q/uauTssy2RCfBaWmbtVZZk7tA2CJL3zW9/Z+LnevPJ0UAZ3rLlrrJ/vbj3mnFdRHK65y+3wQ3vNE4+UZXKhoLqjDVWqlmV655VPJ9JopKuTq7rYhW6ZLTVUefu3vF3/4eontL//ZJm5W/NB5eYNVeiW+XS1yjJVzIO7/mSqFsHdSfvcrSrLXKw1W+zztqsO94Hr582TlWWC2LrlmjvKMpfODc7p3GB1V+iTlJm7gfanT5G52wDBXWSc88pv3OeucnCneXBnpzhC9E2Thipl5q4M7lrP3Fm5/m9WzFrJ3N135326PbtFDw//rAzu1mQMvHOaJGTujrMoRzw2uDki8QPNwiK4689d87WZu1VlmYs1dz0KdptYbhXQ0wqWw+CVCfFZWPl6uvXWnWyosglv8+Bu8hSZuw30892tx7xLbijLrJ+56+v+Pjgdi8xdnX3uvEuUz6bL4K7NhipmJmdOk3zS2oTu7fe8QT//7MeUFetvrCw3Ie5pZmETdTN3Y+tXWeZoUK5jabLPnSU0VFnwRcXPzQgdrgHjc/4sHG4aT7fMbXDmyrLMReaObpmNENxF5ullmUGuygt/nrmbiK0QUM+iW2adhirOl2vuZueGmuSTys87LYlLNM7HrZUqvflFb9RXhrN6wV1PJ5+bqNdQJWhiRa+Cu5WZuzUNVeS9XEFZplQGd329ebIsy2RCfCbWdsskuKvFO69ikGh/dkC3zA1wxCLjvFdxQ7fM6g1V5mWZlGughkb73DmvfDbV3oVUF9ILspZLgROXaJJPWsta3/zMZ+sNnzdl+frjcDg5YxJ+o+oNVeb73KlQNmjWta2L1pZlzmYrgzsfpGTHyzIlyYceN1RhE/MzRbfM7Vo2VMkPWHO3gX6+u/VYuRXCkU3M6+5zp1xOrLlDdU0aqrh5+fDehbTVkswFb75cc9fWjY2bbtI//u9Bf+fP10+sF2Pc9a6Gx2mUuUv7tebOmTt+IrnoyHfSRMg5/eCj6lWw25QL/W2osgw2yNCeibWbmB8c7Fy3zE1455WnSRncseauMYK7yHifPL1b5prW6pKuy9zRRQt1NMvcJcqddPV80mozlYVFMNDaetMs08seT/STn14f6FKWebLqmbuBZirK4G7Qn4nVKBmd3ExmNA/aVmTuHvrP7HMnST5YbytYlg0+7riz5ZHshrVlmRKZuxrKzF2i/XxM5m4DzB4i49z1wV1hNcoyC2kitkJAPU0aqjjvVZi0N+pYcNfWhM5Munhx7R530pE7wWTunqZOWWauQhNXKO1RpmqYDE/+3ddl7hbfr3IzsOd86O/Nk8PW/P38/bpmbVmmRHBXQ5m5G2i/GJeZOxqqNMLVH5llWWYIkln9bpnKe7vWAKdjkbkb59UbqnifKDdpb+Rb3eNuOR634gP4rFysdhwWGQXPJPxpqpdlpsotaOyC0kF/JlYrg7sKmbuVP98hfc7crQw2sHVrNzGXCO5qcOaUJ177YXqYuWPOWhtHLDLeJyqclXczQqi+ifl8MX2hwJs+all0y6y1z52VmburQ9etzF2bWeuqmbvlVghk7m60OI/HbgVwhE/m+9z5fq0xGybDk3/3qpk7grt5Q5V+Hoe+7+PXNSs3MR+NysCO4K6ysizTaz9MNEqGZSKD4K42jlhknDkViZOmUymEsiyzakOVovySfe5Qx7Khyqx6QxXvB8qdtJepEw1VFkFB65m7SmWZ8+wUXQ2fZtFMZG3mLhmUZZmJKfX9OY6jZLS+LPOk19higkRwJy/r7z53q4INbN3KzJ1UlmYS3FXmzWs8cHIyJcHK962Wu23HiOAuMs6c8oEvW14XhXJXccI6b6hSfsmbPqpr0lBlueYutU5k7rx5OXPtbslQd80d3e6OlbikYkOVvHfB3TAZbtRQZeXPd4gL1ts1aZRlnq21x/uWW+iWWYN3XntJ0EgJzVQ2wNUfGW9ehfdl5q4oyjV3dYM73vRRQ7OGKuWau6tp6ERwl7ik/Yx1xeDO0VBlparBXR5CL4O7jRuqMFmSV8XlDBGiLPNsreyWKZXBHZm7yrx57SWFRiGhmcoGuPojU5ZlXh/cVSq/OFKWyZs+6mjUUMUlZeZuEDpTltl6mVLNskwyd8erEtwlSaqZ9a8sc6M1d2blf0yW+t1QZdW+a9i6tcebssxavPPa87lGwdNMZQMctcg4cyq8OyzLrJO5W6y56+mHGk6HM7fM3FUvyyyDu6s+70Tmzjvf/k0NtkLYisqZOwWNE/UquBsNVqy5W0wgVwVv3hPcaR7c9TRzR1nm2VqbKSVzV4szp2s+16jwlGVuoJ/vbj22aBOr6VTK85plmWH+JRcLqvPmVYSiZkOVchPzPZ/reR0I7mIqy1zsv5Ww2fSxqmbuchWaeFe5lDgGK9fcmZXZu1WToVe/mommJD8cyT/ztraHcSooyzxbh92NT7juvu3bpLvvPsMRxc2b1zU30yh3BHcbILiLjDdflmXOM3eFVSy/uK4sk4sF1TVrqDIvy/SzTuxzF1NZJmvuVquUuUsGmpkk36/M3co1d9L64O63f3v7g4qQf9YluTvvansYp6ITe3rukLXdMn/oh85wNPHzzmvPphoVBHebILiLzLIsc77mrla3TNbcoYEmDVW8mzdUsWk3yjLNx5O5W665609Qsk2VM3dOKnoY3K3c4280YjJUwWJLjT5am0nCVhFMb5c3rz1NNZoZDVU2wKsxMmVZZrnmLuS5AmvucMqaNFRZZu40paHKQt01d5RlHusl3/AS3Tq6deVjfDLQzEkT16/g7tJNl3TvM+89+QHrMneQJL3othfptnOUZWJza7tlohbvvPY01mgmGqpsgMxdZLzzy8xdKHJZULW9u1hzh4aOZu4qd8tMyk3M9zXuROauE2vubrqJbplb8PCbH177GJ+kyk2a+tCr4O7Ft79Y7/ue9538ADJ3lXzgjR9oewinhkzS2VpmStv+fOkJb157YaznTEVZ5gYI7iJztFtmPp3IhapPpCwTzThzCgrKi3xtOdzyOYtumcVBJ4K7TnTLfM1rpHtXZF3mFjdfkgGNL5pKBplyJ01cqNwEqBfI3O08go2zRTC9Xc6c9ooDDReZO97PGuHVGBlnTvk8c1cUs+XG5Gt5fxjckblDDWYmk2mYDKtliTVvRW/SXnFAQ5WF8+elb/qmtQ9bdMukoUpzPknnZZn9ytytRXC38xbv0QQbZ4OyzO3yzutafqDRJBDcbYCrPzLlJuZl5q7IZzUzd+WDeRNCXd75yiWZkuS8L9fc5fudyNx1oiyzokVQx5q75pJBWZa5c8EdZZlQmbUjuDsbZEq3y5vXXr6v0aSgocoGuPoj482rcGXmLs9ncqFaJuW6skyCO9Tkzdcqb/O+7FZ4dfZUJ4I7bz6amxrLNXeUZTbmk1QTr+pbxfQFmTuovBkXy/td7Ghgs13eeY2LiUbjgszdBng1RuboVghFXqMs80jmjjch1FU/c5doPylfa13InMSUuXOefe425ZNU+wMpLaxyKXEvENxB/d7qoWuW3Y0Jprdi8Tk9Gud0y9wARy0yiUs0TVSWZRa5nMjc4fR585X3uJPKTo9PDKUL6flTHFV1iUuimewsyzK5ThtLBpmCSWmI45xvDWWZEGWZZ4nM3XYtPvdGBzmZuw3waoxMlmSaeCvLMmc1u2XmizV3NElFPc5c7czdE5k6scedFFeZ0qKhStXOpHi6xTYS2a4Fd/ffLz33uW2PAi3rRHfgHUEgvV2LYzk6mBHcbYDZQ2RSn2q8yNzluXytNXfsc4dm6pZl+iTV1Uy6uwOdMqW4yjKXmbtIxttFi2O3c5m7H/uxtkeADvDmef84I84cx3qLlmWZ+1OCuw3s2Cdf/DKfaew1b6gyrX4CWXOHDdRtqOJ8omDqRDMVSUqsA1shVORYw7ExM5MrpDRwDLF7WHN3dmKqConBsixzKmkyIbhriKs/MmVZZjhcc1cnc5eTuUMztRuqzCcWXdjjTpp/AEdyd3VRUhjLeLvKBynlIw47iLLMs0MgvV3LzJ0NpKeeoqFKQxy1yKQ+1diFht0y5196qnFRT+2GKvMbCJ3J3HVhE/OKaKiyHQmZO+yomLZ+iR0lsNu1zNy5VLp2jcxdQwR3kcl8pomTNJspL2bVu2WayQeVmT7uhKCm2g1V5ncyuxTcxXJ3lYYq20HmDruKbNLZceYIpLdo2VDFZQR3G+Dqj0yZuSuWmbvKJ3AR3M2/Buqo3VBlfiezM90yI7q76obnJFGWuamkMGX0DMMOoizz7HCst2tZlklwtxFekZHJkkzjxZq7Ot0yJflgZO7QSN2yzC5m7mK5u+pvu738fyTj7aoyc8cxxO6J6WZW7DjW27Usy/RZueaO4K4RZvmRyXymiZWZu1plmZK8TF4Ed6ivdubOdStzF9VWCPNxxjLerkqCEdxhJ1GWeXYoy9yuZeYuGdFQZQMctcjcWJZZK3MnKzc952JBTbW3QuhY5i6mdtWLcTI524wPUmqUZWL3UCp4djjW27XM3CVDyjI3wCsyMlmSaWJHtkKok7kLrnw8a+5QU9M1d10J7mLK3C02xTWu0434YAR32EneCDjOCpuYb9cyczc4R3C3Aa7+yKQ+1djyI5uYk7nD6WvaLbMr+9xF1S2TNuZbkQRTRnCHHUSp4Nnh/Xq7lt0ykxHB3QbimO1gKfOZxsqXmbu6DVU8DVXQQOz73MX0ARzThutdRuYOu+oHXvoDuvyMy20PYyewvnG7Fp/Tw+wcDVU2wCdfZMqyzPmau7plmWTu0FDdssyurbmLqSwzpkC0y5JgSm3Q9jCAM/fuv/nutoewM/RzSW0AAA7zSURBVLgZt13eyrmGDWmosgmOWmRSny4zd3lev1sm+9yhiboNVbq2z11MWyGwhmM7vEwpG8EDOEWUwG6Xd74syRzSUGUTBHeRyXymifJl5s7XCu4cmTs0EnvmLqa7q955JQQlG/Nk7gCcMprXbJc3r9FgJGVsYr4JXpGRKTN3szJz12SfO4I7NLAolaj8+MU+dx1qqBLL3VXKMrcjkSl1BHcATg+VFttF5m47mOVHJksyjcNsvs9d3TV3ZO7QjDNXq6FK1zJ3UXXLjCjL2GVeThnBHYBTFNMeqjFw5srM3XBIQ5UNxDHbwVJZljk77JbZpKEKa+5QU+pTnRucq/x4b2Vp4fnB+VMcVXWpT5W6tO1hVDJwA6U+jrF2WRKM4wjgVA3cQANuIm1N6tNy3kBwtxEWdkRmcYdoNh03KMt0coXI3KG2X/juX9Clmy5Vfrx3Xp/9kc925o7m9734+/Tq57667WFUcummS/rIWz7S9jCi5+UoywRwqu6/6369//Xvb3sYvfHyZ71cv/z6X5Ye+k9lWSbz1UYI7iKU2UCT2Xi+FUL1F76XY80dGrnnlntqP+eFt73wFEbSzIX0QmdKRNcxM937zHvbHkb0EpG5A3C6nDm94JkvaHsYveGd1/NvfT4NVTbELD9CqSUaFxMVoWFZJsEdgJ7zcgR3ABCj4VCaTAjuGmKWH6HMpRrnk/r73Nm8LJM1dwB6zsuUEdwBQHyG8+7cBHeNENxFKHMDTfLJvCyzbrfMQOYOQO8lckprdHgFAHQEwd1GmOVHKHWDsiyzKORrtHf3cvI0VAGwA7yc0oTMHQBEZxHcMV9thKMWocylmhRT5aH+JuauIHMHoP/u379Z9wzvansYAIC6snnVBZm7RuiWGaHUDzQupmXmrk63THPscwdgJ7z3zjdJL/rOtocBAKiLssyNENxFKPPZPLjL5WqWZZK5A7AT3vvetkcAAGiC4G4jzPIjlPl5WWbdTczNyRPcAQAAoKsI7jbSyizfzH7OzL5gZp8xsw+a2c1tjCNWqU811qx+WabmWyEQ3AEAAKCLaKiykbaO2kclvSSE8M2S/ljSu1saR5Qyn2lSTFWEmmWZ5sutEFhzBwAAgC6iocpGWgnuQggfCSHM5n/8n5IutTGOWKVJpnGYKS9yuRqB2nITc+6EAAAAoIsoy9xIF2b5/1DSfznph2b2oJk9YmaPPP7442c4rO7Kkqwsywz1yjKvXL2of/ZxEdwBAACgmwjuNnJq3TLN7GOS7jzmR+8JIXxo/pj3SJpJev9Jf08I4SFJD0nSlStXwikMNTpZMtREM4Wa3TIvhIG+40siuAMAAEA3Edxt5NSCuxDCA6t+bmZvk/Tdkr4zhEDQVkM6GGqsXEmR1+qWuQzqWHMHAACALmLN3UZa2efOzF4r6Sck/e0QwlNtjCFmZeYulwu5vNV44S+COzJ3AAAA6KIkKQM75quNtHXU/q2ki5I+amaPmtnPtzSOKKWDTGMrlId6DVUI7gAAANB5wyGZu4ZaydyFEJ7fxr/bF9lgpLFynSuKWmvuCO4AAADQeQR3jTHLj1CWjjSxvHa3TNbcAQAAoPMI7hojuItQmmQaeynPZ2TuAAAA0C9ZRnDXELP8CGXJUJOBUzGbEtwBAACgX4ZD5qsNcdQilPpU44GpyKd0ywQAAEC/UJbZGLP8CGU+03jglM+m9bplLi4S1twBAACgqwjuGiO4i1CWZJokpiKfkbkDAABAvxDcNcYsP0KHZZk0VAEAAEDP0FClMWb5Ecp8mbnLcxqqAAAAoGde/nLp8uW2RxGlVjYxx2ZSn2qcmIpZw7JM1twBAACgq9773rZHEC1SOBHKkkzjRMqLmVydLByZOwAAAKC3mOVHKPOZJl6suQMAAACwxCw/QqlPNfZSUdAtEwAAAECJWX6EsqTM3OVNM3esuQMAAAB6h+AuQmXmLlCWCQAAAGCJWX6EMp9p7IKKIpd3lGUCAAAAILiLUlmWGZQXuRxr7gAAAACI4C5KqU+XmbtaWyH4eSDImjsAAACgdwjuIpT5TBObl2WSuQMAAAAggrsolZm7otzEnIYqAAAAAERwF6UsyTSxQnnI5Zo0VKEsEwAAAOgdgrsIOXPyMk1U0C0TAAAAgCSCu2ilwWnfh2aZO4I7AAAAoHeY5UcqC177A9FQBQAAAIAkgrtopfLaT8SaOwAAAACSCO6ilanM3DXqlklwBwAAAPQOwV2kMiXaTyTvk+pPcq4M7AjuAAAAgN4huItUuszc1SzLZL0dAAAA0EvM9COVWdJszR1ZOwAAAKCXCO4ilSopu2XWCe68J3MHAAAA9BQz/UhlrmHmjuAOAAAA6CVm+pHKbFCuuSO4AwAAACCCu2ilNtDUS9416JYJAAAAoHcI7iKVuYEkMncAAAAASsz0I5US3AEAAAA4gpl+pBaZu1rdMgnuAAAAgN5iph+pzKWS2OcOAAAAQIngLlKpnwd3vmZDFTJ3AAAAQC8x049UNg/uPMEdAAAAABHcRWuZuWPNHQAAAAAR3EUr85mkmsGd96y5AwAAAHqK4C5SWTKU1GATczJ3AAAAQC8x049UmlCWCQAAAOAQM/1ILTN3yaD6kwjuAAAAgN5iph+pNGmw5o597gAAAIDeIriLVDYoM3eONXcAAAAARHAXrWVZJvvcAQAAABDBXbTSZeaOhioAAAAACO6ilQ1GkiRXt6EKa+4AAACAXiK4i1Sass8dAAAAgEPM9CO1zNx5yjIBAAAAENxFK8vOSaJbJgAAAIASM/1IpWkZ3NXqluk9a+4AAACAniK4i1SWLsoyydwBAAAAILiLVrooy0wI7gAAAAAQ3EVrsebO+5pbIRDcAQAAAL3ETD9SWXZeUoOGKqy5AwAAAHqJ4C5Sy7JM1twBAAAAUEvBnZn9czP7jJk9amYfMbNntTGOmC0yd7W6ZRLcAQAAAL3V1kz/50II3xxCuE/Sb0n6py2NI1qDJJUkuYQ1dwAAAABaCu5CCE8e+eN5SaGNccTMmdOwcPLZqMaTWHMHAAAA9FWNmr7tMrN/Iemtkp6Q9B0rHvegpAcl6fLly2czuEh88h2f1mh0sfoTXvpS6R3vOL0BAQAAAGiNhXA6STMz+5ikO4/50XtCCB868rh3SxqGEH5q3d955cqV8Mgjj2xxlAAAAAAQDzP7VAjhynE/O7XMXQjhgYoP/RVJD0taG9wBAAAAAI7XVrfMFxz549+X9IU2xgEAAAAAfdHWmrufMbMXSiok/amkf9TSOAAAAACgF1oJ7kIIb2jj3wUAAACAvmLTMwAAAADoAYI7AAAAAOgBgjsAAAAA6AGCOwAAAADoAYI7AAAAAOgBgjsAAAAA6AGCOwAAAADoAYI7AAAAAOgBgjsAAAAA6AGCOwAAAADoAYI7AAAAAOgBgjsAAAAA6AGCOwAAAADoAYI7AAAAAOgBgjsAAAAA6AGCOwAAAADoAYI7AAAAAOgBgjsAAAAA6AGCOwAAAADoAQshtD2GyszscUl/2vY4jnGbpL9qexBoBed+d3Hudxvnf3dx7ncX5353de3cPyeEcPtxP4gquOsqM3skhHCl7XHg7HHudxfnfrdx/ncX5353ce53V0znnrJMAAAAAOgBgjsAAAAA6AGCu+14qO0BoDWc+93Fud9tnP/dxbnfXZz73RXNuWfNHQAAAAD0AJk7AAAAAOgBgjsAAAAA6AGCuw2Y2WvN7I/M7Itm9pNtjwenz8y+ZGZ/YGaPmtkj8+/damYfNbP/Pf//LW2PE5szs18ys6+a2WePfO/Ec21m756/F/yRmX1XO6PGNpxw7n/azP58fu0/amZ/78jPOPc9YWZ3m9nHzezzZvY5M3vn/Ptc+z234txz7e8AMxua2e+a2afn5/+98+9Hd+2z5q4hM/OS/ljSqyV9WdInJX1/COEPWx0YTpWZfUnSlRDCXx353r+U9NchhJ+ZB/m3hBB+oq0xYjvM7G9J2pP0H0MIL5l/79hzbWYvlvSrkl4h6VmSPibp3hBC3tLwsYETzv1PS9oLIfyrGx7Lue8RM7tL0l0hhN8zs4uSPiXpeyT9oLj2e23Fuf8H4trvPTMzSedDCHtmNpD03yS9U9LrFdm1T+auuVdI+mII4U9CCBNJvybpdS2PCe14naT3zb9+n8oPA0QuhPAJSX99w7dPOtevk/RrIYRxCOH/SvqiyvcIROiEc38Szn2PhBAeCyH83vzrq5I+L+nZ4trvvRXn/iSc+x4Jpb35Hwfz/4IivPYJ7pp7tqQ/O/LnL2v1mwD6IUj6iJl9yswenH/vjhDCY1L54SDpG1obHU7bSeea94Pd8KNm9pl52eaiNIdz31Nm9o2S7pf0v8S1v1NuOPcS1/5OMDNvZo9K+qqkj4YQorz2Ce6as2O+R41r/70qhPAtkv6upHfMy7cA3g/6799Jep6k+yQ9Julfz7/Pue8hM7sg6dclvSuE8OSqhx7zPc5/xI4591z7OyKEkIcQ7pN0SdIrzOwlKx7e2fNPcNfclyXdfeTPlyT9RUtjwRkJIfzF/P9flfRBlSn4r8xr9Rc1+19tb4Q4ZSeda94Pei6E8JX5B38h6Rd1WH7Due+Z+XqbX5f0/hDCb8y/zbW/A44791z7uyeE8HVJ/1XSaxXhtU9w19wnJb3AzO4xs1TSmyT9Zstjwikys/PzRdYys/OSXiPpsyrP+9vmD3ubpA+1M0KcgZPO9W9KepOZZWZ2j6QXSPrdFsaHU7L4cJ/7XpXXvsS575V5U4V/L+nzIYR/c+RHXPs9d9K559rfDWZ2u5ndPP96JOkBSV9QhNd+0vYAYhVCmJnZj0r6HUle0i+FED7X8rBwuu6Q9MHy/V+JpF8JIXzYzD4p6QNm9nZJ/0/SG1scI7bEzH5V0rdLus3MvizppyT9jI451yGEz5nZByT9oaSZpHd0oWMWmjnh3H+7md2nsuzmS5J+WOLc99CrJL1F0h/M195I0j8R1/4uOOncfz/X/k64S9L75t3wnaQPhBB+y8z+hyK79tkKAQAAAAB6gLJMAAAAAOgBgjsAAAAA6AGCOwAAAADoAYI7AAAAAOgBgjsAAAAA6AGCOwAAAADoAYI7AAAAAOiB/w+1VErPCeT9lQAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MAE score: 0.4624\n", + "MSE score: 0.3519\n" + ] + } + ], + "source": [ + "#Train the model\n", + "ridge = RidgeCV(cv=5)\n", + "ridge.fit(X_train, y_train)\n", + "#Evaluate results and plot predictions\n", + "evaluation(ridge, X_test, y_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Summimg up**\n", + "\n", + "RDkit is a wonderful tool to work with chemical data, especially represented as SMILES strings or in MOL format. We've seen some basic general abilities of the package but some other powerful tools are yet to be found in the docs.\n", + "\n", + "Trying to improve our model perfomance at the next step we'll take a look at a copletely different way to featurize molecules. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# mol2vec - learning vector representations of molecular subctructures\n", + "\n", + "From package description 'Mol2vec is an unsupervised machine learning approach to obtain high dimensional embeddings of chemical substructures. It is based on word2vec algorithm and if word2vec learns such embeddings that vectors representing similar words group together, so should Mol2vec learn substructure embeddings where vectors of chemically related substructures end up close in vector space'. \n", + "\n", + "In other words mol2vec takes inspiration in one of the most widespread NLP technique.\n", + "Without going deep in detaials we can describe the process as following: \n", + "\n", + "**1.** A molecule is divided into substructures of a fixed radius (usually encoding distance to other atoms in bonds, i.e. radius = 1 represents a single heavy atom or a group of closest atoms around a heavy atom), substructures are encoded via [Morgan fingerprints](https://docs.chemaxon.com/display/docs/Extended+Connectivity+Fingerprint+ECFP) with the help of RDkit. Substructures reflect words in 'chemical sentences'.\n", + "\n", + "**2.** These encoded substructures are fed to Word2vec yielding vector representations of substructures in a number of dimensions according to their occurance together.\n", + "\n", + "**3.** Summing up substructure vectors we get vector representations of whole molecules.\n", + "\n", + "\n", + "The main idea behind is that we can use vector representations of molecules in different dimensions as features in supervised learning, supposing similar molecules will have close vector representations and will have close target values. \n", + "\n", + "Another wonderful point is that mol2vec provides a pre-trained model which has learned 20M different compounds with radius=1 for Morgan fingerprints." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "_kg_hide-input": false + }, + "outputs": [], + "source": [ + "#Installing a package\n", + "!pip install git+https://github.com/samoturk/mol2vec;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We'll start from scratch with initial dataset." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "#Load the dataset and extract target values\n", + "mdf= pd.read_csv('./logP_dataset.csv', names=['smiles', \n", + " 'target'])\n", + "target = mdf['target']\n", + "mdf.drop(columns='target',inplace=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Once again we need to transform SMILES representations to MOL." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "#Transforming SMILES to MOL\n", + "mdf['mol'] = mdf['smiles'].apply(lambda x: Chem.MolFromSmiles(x))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we'll load a pre-trained mol2vec model. It's trained with radius=1 for Morgan fingerprints to yield 300 dimensional embeddings." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "#Loading pre-trained model via word2vec\n", + "from gensim.models import word2vec\n", + "model = word2vec.Word2Vec.load('../example_data/model_300dim.pkl')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Importing necessary functions. \n", + "\n", + "***mol2alt_sentence()*** constructs a so-called 'molecular sentence' with desired Morgan fingerprints' radius (uses RDkit backend) where 'words' are unique substructure identifiers; ***MolSentence()*** is an internal wrapper function; ***sentences2vec()*** generates molecular embeddings with the help of the trained model; ***DfVec()*** is an internal wrapper for embeddings' generator (attribute .vec yields aggregated vectors). " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from mol2vec.features import mol2alt_sentence, mol2sentence, MolSentence, DfVec, sentences2vec\n", + "from gensim.models import word2vec\n", + "print('Molecular sentence:', mol2alt_sentence(mdf['mol'][1], radius=1))\n", + "print('\\nMolSentence object:', MolSentence(mol2alt_sentence(mdf['mol'][1], radius=1)))\n", + "print('\\nDfVec object:',DfVec(sentences2vec(MolSentence(mol2alt_sentence(mdf['mol'][1], radius=1)), model, unseen='UNK')))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's implement those functions above and construct a feature matrix of vector representations." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Constructing sentences\n", + "mdf['sentence'] = mdf.apply(lambda x: MolSentence(mol2alt_sentence(x['mol'], 1)), axis=1)\n", + "\n", + "#Extracting embeddings to a numpy.array\n", + "#Note that we always should mark unseen='UNK' in sentence2vec() so that model is taught how to handle unknown substructures\n", + "mdf['mol2vec'] = [DfVec(x) for x in sentences2vec(mdf['sentence'], model, unseen='UNK')]\n", + "X = np.array([x.vec for x in mdf['mol2vec']])\n", + "y = target.values\n", + "\n", + "X.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's see the perfomance of the model with vector representations." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=.1, random_state=1)\n", + "ridge = RidgeCV(cv=5)\n", + "ridge.fit(X_train, y_train)\n", + "evaluation(ridge, X_test, y_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Wow! Vector representations alone absolutely outscored features built with chemical logic. mol2vec is a really powerful tool!\n", + "\n", + "Now let's put embeddings together with already constructed features to see the result." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "mdf = pd.DataFrame(X)\n", + "new_df = pd.concat((mdf, train_df), axis=1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "X_train, X_test, y_train, y_test = train_test_split(new_df, y, test_size=.1, random_state=1)\n", + "ridge = RidgeCV(cv=5)\n", + "ridge.fit(X_train, y_train)\n", + "evaluation(ridge, X_test, y_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And we got the best among our results. This one is actually a rather good result even for computional chemistry." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Classification task\n", + "We'll take another task to prove the skills. This time it's going to be a classification problem. We'll use a dataset from [MoleculeNet](http://moleculenet.ai/datasets-1) database - a benchmark for computional chemistry. There's a number of datasets for classification, so I've picked the one that is not so large - HIV dataset. From description: \"The HIV dataset was introduced by the Drug Therapeutics Program (DTP) AIDS Antiviral Screen, which tested the ability to inhibit HIV replication for over 40,000 compounds. Screening results were evaluated and placed into three categories: confirmed inactive (CI),confirmed active (CA) and confirmed moderately active (CM). We further combine the latter two labels, making it a classification task between inactive (CI) and active (CA and CM)\". \n", + "\n", + "In the dataset once again we can find SMILES representations and two target columns, but only 'HIV_active' is used as a benchmark.\n", + "A benchmark for Logistic Regression for this task [is ROC AUC = 0.782](http://moleculenet.ai/latest-results).\n", + "Actually I haven't dealed to find any information about how was this result achieved. The only information I could find is that 10 % of the data were used to validate and 10 % were used as test data. To make it fair we'll use 20 % of the data for the test set." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import warnings\n", + "warnings.filterwarnings(\"ignore\")\n", + "#Read the data\n", + "hiv = pd.read_csv('../input/mlchem/HIV.csv')\n", + "hiv.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Let's look at the target values count\n", + "sns.countplot(data = hiv, x='HIV_active', orient='v')\n", + "plt.ylabel('HIM active')\n", + "plt.xlabel('Count of values')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We notice great class disbalance. Now let's repeat the same approaches.\n", + "At the first step - descriptors from RDkit." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Transform SMILES to MOL\n", + "hiv['mol'] = hiv['smiles'].apply(lambda x: Chem.MolFromSmiles(x)) \n", + "\n", + "#Extract descriptors\n", + "hiv['tpsa'] = hiv['mol'].apply(lambda x: Descriptors.TPSA(x))\n", + "hiv['mol_w'] = hiv['mol'].apply(lambda x: Descriptors.ExactMolWt(x))\n", + "hiv['num_valence_electrons'] = hiv['mol'].apply(lambda x: Descriptors.NumValenceElectrons(x))\n", + "hiv['num_heteroatoms'] = hiv['mol'].apply(lambda x: Descriptors.NumHeteroatoms(x))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Train and evaluate the model." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "y = hiv.HIV_active.values\n", + "X = hiv.drop(columns=['smiles', 'activity','HIV_active', 'mol'])\n", + "\n", + "\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=.20, random_state=1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.metrics import auc, roc_curve\n", + "def evaluation_class(model, X_test, y_test):\n", + " prediction = model.predict_proba(X_test)\n", + " preds = model.predict_proba(X_test)[:,1]\n", + " fpr, tpr, threshold = roc_curve(y_test, preds)\n", + " roc_auc = auc(fpr, tpr)\n", + " \n", + " plt.title('ROC Curve')\n", + " plt.plot(fpr, tpr, 'g', label = 'AUC = %0.3f' % roc_auc)\n", + " plt.legend(loc = 'lower right')\n", + " plt.plot([0, 1], [0, 1],'r--')\n", + " plt.xlim([0, 1])\n", + " plt.ylim([0, 1])\n", + " plt.ylabel('True Positive Rate')\n", + " plt.xlabel('False Positive Rate')\n", + " plt.show()\n", + " \n", + " print('ROC AUC score:', round(roc_auc, 4))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.linear_model import LogisticRegression\n", + "from sklearn.preprocessing import StandardScaler\n", + "\n", + "X_train = StandardScaler().fit_transform(X_train)\n", + "X_test = StandardScaler().fit_transform(X_test)\n", + "\n", + "lr = LogisticRegression()\n", + "lr.fit(X_train, y_train)\n", + "\n", + "evaluation_class(lr, X_test, y_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And finally let's add molecular embeddings with mol2vec." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#Constructing sentences\n", + "hiv['sentence'] = hiv.apply(lambda x: MolSentence(mol2alt_sentence(x['mol'], 1)), axis=1)\n", + "\n", + "#Extracting embeddings to a numpy.array\n", + "#Note that we always should mark unseen='UNK' in sentence2vec() so that model is taught how to handle unknown substructures\n", + "hiv['mol2vec'] = [DfVec(x) for x in sentences2vec(hiv['sentence'], model, unseen='UNK')]\n", + "X_mol = np.array([x.vec for x in hiv['mol2vec']])\n", + "X_mol = pd.DataFrame(X_mol)\n", + "\n", + "#Concatenating matrices of features\n", + "new_hiv = pd.concat((X, X_mol), axis=1)\n", + "\n", + "X_train, X_test, y_train, y_test = train_test_split(new_hiv, y, test_size=.20, random_state=1)\n", + "\n", + "X_train = StandardScaler().fit_transform(X_train)\n", + "X_test = StandardScaler().fit_transform(X_test)\n", + "\n", + "lr = LogisticRegression()\n", + "lr.fit(X_train, y_train)\n", + "\n", + "\n", + "evaluation_class(lr, X_test, y_test)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "That's an absolutely outstanding result when comparing to best results on MoleculeNet. Even though we were unable to reproduce the split, still results show that we are very close to or even better than best results published on MoleculeNet. Incredible!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Conclusion\n", + "\n", + "We've tried a number of approaches to handle chemical data and built rather good predictive models for physical and biological properties of chemical matter with wonderful ***RDkit*** and ***mol2vec*** packages. I suppose, further feature construction can bring an even better result, but still it's shown that we are able to predict important general properties rather fast and easy, without constructing great neural networks or spending weeks on quantum calculations, which can actually be implemented in a lab if an approximated evaluation of the target is needed. Another important outcome is the fact that these approaches are suitable for both regression and classification tasks (in classification task we dealed to beat a MoleculeNet benchmark). Also I'd like to mention that ***RDkit*** allows to do many useful things that are not shown in the kernel, thus, are yet to research, if needed. The docs can be found [here](https://www.rdkit.org/docs/) and [here](https://mol2vec.readthedocs.io/en/latest/). \n", + "\n", + "Will ***mol2vec*** approach be useful in a QSAR problem solving is a question to research. But still it's a good thing to start with when it comes to ML in chemistry.\n", + "\n", + "Thanks for your attention!\n", + "\n", + "**References**:\n", + " - Kaggle Datasets: LogP of Chemical Structures. https://www.kaggle.com/matthewmasters/chemical-structure-and-logp\n", + " - Jaeger, S., Fulle, S., & Turk, S. (2018). Mol2vec: Unsupervised machine learning approach with chemical intuition. Journal of chemical information and modeling, 58(1), 27-35. URL = {http://dx.doi.org/10.1021/acs.jcim.7b00616}, eprint = {http://dx.doi.org/10.1021/acs.jcim.7b00616}\n", + " - AIDS Antiviral Screen Data. https://wiki.nci.nih.gov/display/NCIDTPdata/AIDS+Antiviral+Screen+Data" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.7" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/chris/task3.py b/chris/task3.py new file mode 100644 index 0000000..404c604 --- /dev/null +++ b/chris/task3.py @@ -0,0 +1,57 @@ +# Literally just Gino's task1 code, with 2 strings changed... + +from traceback import clear_frames +import numpy as np +import matplotlib.pyplot as plt +import sklearn as sk +import pandas as pd + +from sklearn.pipeline import Pipeline +from sklearn.experimental import enable_iterative_imputer +from sklearn.impute import SimpleImputer +from sklearn.feature_selection import f_regression +from sklearn.feature_selection import SelectKBest +from sklearn.ensemble import ExtraTreesClassifier +from sklearn.kernel_ridge import KernelRidge +from sklearn.model_selection import train_test_split +from sklearn.preprocessing import MinMaxScaler +from sklearn.metrics import mean_absolute_error +from sklearn.svm import SVR +from sklearn.linear_model import RidgeCV + +feature_headers = headers = [*pd.read_csv('../data/train_descriptors.csv', + nrows=1)] +features = pd.read_csv( + '../data/train_descriptors.csv', + usecols=[c for c in headers if not c in [ + 'identifiers', 'Unnamed: 0', 'name', 'InchiKey', 'SMILES']] +) +data = pd.read_csv('../data/train_centroid_distances.csv') +#%% Train / test splitting +target = data['mean'] +X_train, X_test, y_train, y_test = train_test_split( + features, target, test_size=0.3, random_state=42) +y_train = y_train.to_numpy() +# # %% Full model defn as pipeline +pclf = Pipeline([ + ('imputer', SimpleImputer(strategy='mean', verbose=1)), + ('scaler', MinMaxScaler()), + ('feature_sel', SelectKBest(f_regression, k = 1551)), # using it all seems better..!? + ('fitting', KernelRidge()) +]) +#%% Fitting +pclf.fit(X_train, y_train) +#%% Prediction +y_pred = pclf.predict(X_test) +print("MAE::::::", mean_absolute_error(y_test, y_pred)) +#%% plotting +plt.plot(y_test, y_pred, 'r.') +plt.show() +#%% saving +test_data = pd.read_csv( + '../data/test_descriptors.csv', + usecols=[c for c in headers if not c in [ + 'identifiers', 'Unnamed: 0', 'name', 'InchiKey', 'SMILES']] +).to_numpy() +test_pred = pclf.predict(test_data) +np.savetxt('task_3_predictions.csv', test_pred) diff --git a/chris/task_3_predictions.csv b/chris/task_3_predictions.csv new file mode 100644 index 0000000..90639b8 --- /dev/null +++ b/chris/task_3_predictions.csv @@ -0,0 +1,3363 @@ +8.157010427687055198e+00 +7.822694315832450229e+00 +8.119619011039503675e+00 +7.653257438662421919e+00 +8.896877411340483377e+00 +6.621631604373305890e+00 +8.371708860472153901e+00 +9.183918880576129595e+00 +8.157350862314160622e+00 +7.974484297644266917e+00 +7.005442730524464423e+00 +8.068996014482763712e+00 +7.316140842662207433e+00 +8.962814135140888538e+00 +6.844430990654018387e+00 +7.038082145857060823e+00 +7.869538112319332868e+00 +7.162839218954104581e+00 +7.860875606842910202e+00 +8.074967486741115863e+00 +7.649950873800662521e+00 +8.153345013193757040e+00 +7.897902374705608963e+00 +7.455017202066301252e+00 +7.885898014154463453e+00 +6.901451161436398252e+00 +7.840745954694739339e+00 +6.888198136283335771e+00 +6.641218496146393591e+00 +8.205223053997542593e+00 +7.989625415626505855e+00 +5.328003892487231496e+00 +6.273468207837140653e+00 +7.240887215919883602e+00 +7.452023021390232316e+00 +7.571722113446412550e+00 +7.463402988659254333e+00 +7.109010046586718090e+00 +5.589154232354303531e+00 +7.056467589831299847e+00 +7.996948363047977182e+00 +6.548297211917542882e+00 +7.061044011952617439e+00 +7.612793594961203780e+00 +8.238041654770313471e+00 +6.207733871710388485e+00 +7.515157760457441327e+00 +6.651085507437983324e+00 +7.808095427310036030e+00 +7.348476417015717743e+00 +8.744644944277752074e+00 +8.060929453682547319e+00 +8.398500867031998496e+00 +6.996756270561036217e+00 +7.750964438041137328e+00 +6.115479998434238951e+00 +7.052009515153713437e+00 +7.944010013033221185e+00 +7.878788549347973458e+00 +8.053605442719799612e+00 +7.472289123716564063e+00 +7.924138786139337753e+00 +4.858188478940974164e+00 +6.268494030751298851e+00 +7.125331379292674683e+00 +6.915827503946275101e+00 +8.094822598525752255e+00 +7.397875899841437786e+00 +7.483863734456008387e+00 +8.111004930827220960e+00 +7.746740544557724206e+00 +7.568573803755043627e+00 +8.042299620437461272e+00 +7.616898109486555768e+00 +7.924138786139337753e+00 +7.766919947983296879e+00 +7.433247199546713091e+00 +6.703629052291489643e+00 +5.338080702559636848e+00 +5.978823739908875723e+00 +8.234849985518394533e+00 +7.250239404237618146e+00 +7.689113782448657730e+00 +8.100451709385197319e+00 +5.643000596045567363e+00 +6.762650082056097744e+00 +7.647535085794061160e+00 +7.993093968475932343e+00 +8.359157474083076522e+00 +7.692587664083021082e+00 +7.713118233517889166e+00 +6.894797746326275956e+00 +7.326397322474349494e+00 +8.131884154727231362e+00 +7.662624044170570414e+00 +8.086842932344552537e+00 +7.898731882872652932e+00 +7.140348446275311289e+00 +5.997337042173512600e+00 +7.118405555115714378e+00 +7.953898380145801639e+00 +7.535059730859757110e+00 +8.089715579419589631e+00 +7.477207599465145904e+00 +7.505488186813181528e+00 +8.027820441755466163e+00 +8.282592688556178473e+00 +7.366684061577416287e+00 +7.810598269045840425e+00 +4.858188478940974164e+00 +7.538590293565903266e+00 +4.861940156597029272e+00 +7.118405555115714378e+00 +7.595986763737528236e+00 +6.663295416660730552e+00 +7.616700057955767988e+00 +7.429680197416473675e+00 +5.715954233260163164e+00 +8.136488895775073615e+00 +7.444873021698185767e+00 +8.183759298352470068e+00 +7.155824460797248321e+00 +6.966044648119805061e+00 +7.444873021698185767e+00 +8.204192324883933907e+00 +6.869228888791894860e+00 +7.616199794854765059e+00 +7.689871422649048327e+00 +6.707836920351837762e+00 +6.765965159881488944e+00 +5.956504319649411627e+00 +6.668070619427453494e+00 +5.925000108019048639e+00 +7.628849821444873669e+00 +5.511378538743429090e+00 +7.442440603562772594e+00 +6.998540889098876505e+00 +8.138372582602642069e+00 +7.070323451717285934e+00 +8.058442167894554586e+00 +7.581547958771352569e+00 +8.267644947310600401e+00 +8.090130709708319046e+00 +6.983139510747150780e+00 +7.911775657609268819e+00 +6.965842922226329392e+00 +7.500584404160235863e+00 +8.101543096068326122e+00 +6.560574815544441662e+00 +8.094976008235335030e+00 +7.422713504715829913e+00 +7.872545679005270358e+00 +7.651333945033911732e+00 +7.355250618186346401e+00 +6.874598337465158693e+00 +6.485402243269163591e+00 +7.177556813964656612e+00 +8.177583630550543603e+00 +7.694523602121080330e+00 +8.245382854106082959e+00 +8.111702726690509735e+00 +5.972413669940124237e+00 +8.067920144148956751e+00 +7.446441682919612504e+00 +8.235178384876235214e+00 +8.497468105667394411e+00 +7.618067472810253093e+00 +8.050314216513470456e+00 +6.390555728062281560e+00 +7.824324957791759516e+00 +8.401172113330176217e+00 +5.013299175471274793e+00 +7.094600686976264114e+00 +5.923234705134291289e+00 +4.858188478940974164e+00 +6.183153945220965397e+00 +6.615716812636946997e+00 +8.015670266279812495e+00 +7.581333408224963932e+00 +7.896863428961296449e+00 +6.696792402753089846e+00 +7.131319936549971317e+00 +8.327789864873466286e+00 +4.858188478940974164e+00 +7.078834764502062171e+00 +6.143389052340808121e+00 +6.960299589106853091e+00 +7.816635143238272576e+00 +8.669614474394620629e+00 +8.214233740025520092e+00 +7.118758347373386641e+00 +7.835499557051662123e+00 +6.633073145815615135e+00 +8.740351883031053148e+00 +5.473057925188641093e+00 +6.887432541294401744e+00 +8.241100149404701369e+00 +6.589573684339939064e+00 +7.433247199546713091e+00 +5.851416426580271946e+00 +7.049616094957855239e+00 +7.391561212823944516e+00 +7.760866695849017560e+00 +8.410352902103113593e+00 +5.480899982973824081e+00 +7.277879324373770942e+00 +7.229458990683724551e+00 +7.556556727654879069e+00 +8.103228888117882889e+00 +7.021037400491422886e+00 +7.486886632063942670e+00 +7.067849761817797116e+00 +7.710777095738194475e+00 +8.607305614215874812e+00 +6.456975351162327570e+00 +8.150445089842378366e+00 +8.268627911038947786e+00 +7.791863274875595380e+00 +7.778126188181431644e+00 +7.227431874986450566e+00 +7.250776606665567670e+00 +7.721995533771860210e+00 +8.402442859474376746e+00 +7.530214767328743619e+00 +6.312468569242355443e+00 +7.825201746697985072e+00 +6.366320101796645758e+00 +8.399926708509156015e+00 +7.429346353269920655e+00 +7.492673315022329916e+00 +8.126497708424267330e+00 +7.927165996365147294e+00 +8.149587622369836026e+00 +6.528854458319074183e+00 +6.025351166809286951e+00 +8.309687447278065520e+00 +4.853760848368892766e+00 +8.003369658209521731e+00 +7.754388186155665608e+00 +7.097197270806645975e+00 +7.061044011952617439e+00 +6.724985955777810887e+00 +8.095248833472851402e+00 +8.538572898106849607e+00 +7.965408100970307714e+00 +7.423536292144035542e+00 +7.313813838364239928e+00 +6.975740296813910390e+00 +8.310225228380659246e+00 +7.108518993243706063e+00 +8.444878263774171501e+00 +7.984256337284932670e+00 +8.270506788148850319e+00 +6.658651068050403410e+00 +5.902225202139106841e+00 +7.521218893373770698e+00 +6.219794407626523025e+00 +8.025529694244141865e+00 +7.578653301270151132e+00 +7.605381775686510082e+00 +6.270497350773894141e+00 +7.171683101586040721e+00 +6.595771203155891271e+00 +7.644475507875085896e+00 +6.730987276615906012e+00 +7.181836193353774433e+00 +6.734953566499825683e+00 +7.550143000128628046e+00 +6.991669910792097653e+00 +5.696091133677327889e+00 +8.063701456588660221e+00 +7.877268618268772116e+00 +8.156086905649772234e+00 +7.664145030758845678e+00 +6.196190880121321243e+00 +4.853760848368892766e+00 +7.184835830054453254e+00 +6.794857951821995812e+00 +8.478114953671138210e+00 +7.870389415794306842e+00 +7.510120828594153863e+00 +8.196074537710501318e+00 +8.953918370715655328e+00 +7.172053893228621746e+00 +8.022557887529728760e+00 +7.957390800929715624e+00 +7.529335448248275497e+00 +7.955528828805199737e+00 +7.638693349928416865e+00 +7.582818317453984491e+00 +8.047592514964890142e+00 +7.546893477467619959e+00 +8.315151429322668264e+00 +7.522253077821460465e+00 +8.153345013193757040e+00 +7.772978139322731295e+00 +7.238187120975453581e+00 +7.059743829147009819e+00 +8.092101575703964045e+00 +8.181364171328823431e+00 +7.191299146054461744e+00 +7.968520994405480451e+00 +6.163573454495690385e+00 +7.911775657609268819e+00 +8.185854588928577869e+00 +6.687725921057790401e+00 +7.489407363629197789e+00 +6.794857951821995812e+00 +8.026573138316052791e+00 +5.518340240986617573e+00 +8.379513695670993911e+00 +7.748148521868643002e+00 +7.882881154720053019e+00 +7.365737618646107876e+00 +7.374045198465864814e+00 +6.104559772626544145e+00 +7.331009672917844000e+00 +7.201764156106946757e+00 +6.040725062677211099e+00 +7.777149990015914227e+00 +7.921250694924310665e+00 +7.933702753454781487e+00 +7.225892093758830015e+00 +7.438923720344519097e+00 +7.804151477591858566e+00 +8.329172279278282076e+00 +8.277413426475959568e+00 +6.798734246778622037e+00 +8.060977090071901330e+00 +7.763356581011976232e+00 +7.096512081684068107e+00 +5.338080702559636848e+00 +7.393406656642127928e+00 +7.720149352676344279e+00 +5.964919231668318389e+00 +8.049904570990292996e+00 +7.716246574390424939e+00 +6.648780530226304109e+00 +7.011840804403163929e+00 +8.214526671026305848e+00 +7.769685632125401753e+00 +4.858188478940974164e+00 +8.068508526854202501e+00 +6.854107426021982974e+00 +8.089588440139323211e+00 +7.959135086129663250e+00 +6.502850712015970203e+00 +8.698234153715475259e+00 +8.486831015196457884e+00 +8.046900279442525061e+00 +7.918050933307767991e+00 +7.586578741598714259e+00 +8.478502930577633379e+00 +7.835411229312740033e+00 +6.489310711031521350e+00 +6.942770982457204809e+00 +7.719323310956497153e+00 +6.421747039289130043e+00 +8.036629222845476761e+00 +8.098265506660027313e+00 +7.599918259648347885e+00 +7.419772892449600477e+00 +5.830198220034617407e+00 +8.315087472954473924e+00 +7.893169552500239661e+00 +7.713213719817758829e+00 +7.663927411339500395e+00 +7.807016631706119369e+00 +7.172724170702167612e+00 +7.225637906010433653e+00 +7.451030438850921200e+00 +8.101346420650315849e+00 +8.896691141063911346e+00 +5.799412081750688230e+00 +7.002414733456589602e+00 +7.379605775490745145e+00 +7.051589974637408886e+00 +6.928664856650811998e+00 +6.539257808271941030e+00 +8.646531394326302689e+00 +8.229118675574682129e+00 +8.039703781038952002e+00 +6.992421415446642641e+00 +6.736238669355770980e+00 +8.122816897539905767e+00 +7.583790971891176014e+00 +7.641595755173511861e+00 +8.100848710711943568e+00 +7.804207850541388325e+00 +8.002047873061655991e+00 +7.134105096158691595e+00 +5.666645658778634242e+00 +7.946866742248857918e+00 +6.719337992611144728e+00 +7.240037880053932895e+00 +7.265306067835354042e+00 +7.068944684966027125e+00 +7.540811334766658547e+00 +9.176148285242106795e+00 +7.748860111990325095e+00 +6.859308895635876979e+00 +8.440980700064756093e+00 +6.111726387760427315e+00 +6.692529794559959555e+00 +7.843605864480650780e+00 +5.976679496158794791e+00 +7.486008259987556812e+00 +8.123865367375856295e+00 +5.900937799828625430e+00 +7.160951541294252820e+00 +7.839266638547542243e+00 +6.772022605505753745e+00 +7.482912369127916463e+00 +7.337292008998247184e+00 +8.069572061929648044e+00 +7.085865284549981880e+00 +6.055959147171051882e+00 +7.423280812030043307e+00 +8.473536180375958793e+00 +7.737417593504687829e+00 +6.918430120345419709e+00 +7.702065137182671606e+00 +7.113502771345793008e+00 +8.084027026924104575e+00 +8.409476205119517545e+00 +7.927217772127733042e+00 +7.578446585936944757e+00 +7.020198907983740355e+00 +8.071509735074414493e+00 +7.758933024052566907e+00 +7.666776035796829092e+00 +8.209991424438612739e+00 +7.444873021698185767e+00 +7.550628452340333752e+00 +8.520098413370760682e+00 +7.756496624591363798e+00 +7.550878784853011894e+00 +7.437663489319220389e+00 +8.080386473734506581e+00 +6.729031829987889068e+00 +7.747325182592248893e+00 +6.390555728062281560e+00 +7.909366767384653940e+00 +7.623166361395760759e+00 +7.486886632063942670e+00 +6.688065966981412203e+00 +8.540013570281644206e+00 +7.387866090060015267e+00 +6.962374193891719187e+00 +7.764736187970356696e+00 +6.794857951821995812e+00 +6.678298596671993437e+00 +7.678865347706050670e+00 +7.732503889600593538e+00 +8.834348530391253007e+00 +5.365418678233254468e+00 +7.576866908867486927e+00 +8.132409094341255695e+00 +7.741082467516207544e+00 +6.657181198889247753e+00 +8.133622955869213911e+00 +6.867445186215718422e+00 +6.281535886039364414e+00 +7.061267513262919238e+00 +8.018260179766002693e+00 +6.867445186215718422e+00 +7.257059901094635279e+00 +5.901567297873498319e+00 +5.851416426580271946e+00 +5.899004490059724048e+00 +5.788345169812600943e+00 +7.605124930967576802e+00 +7.500852504450449487e+00 +6.626847345030910219e+00 +5.630823999219956022e+00 +6.268093241786118597e+00 +7.803610536007909104e+00 +7.465245756371132302e+00 +6.013162737050606665e+00 +6.434441494961902208e+00 +6.538374221783669782e+00 +7.241600177483633161e+00 +7.162370975000612816e+00 +6.902730181200240622e+00 +7.131889461255468632e+00 +8.533225762873826170e+00 +7.030040606850434415e+00 +6.459182450664229691e+00 +6.694665204184730101e+00 +8.183699876479295199e+00 +7.906980908561308752e+00 +7.594896509633144888e+00 +6.745123174305263092e+00 +7.987726147875491733e+00 +5.013299175471274793e+00 +7.648982442436135898e+00 +7.200125229207515076e+00 +7.444873021698185767e+00 +8.252354887585170218e+00 +7.183026702659844887e+00 +6.968870784608952818e+00 +7.935450698301337980e+00 +6.201159212001584820e+00 +5.656536036075522134e+00 +8.181235838089833123e+00 +8.285417357098140201e+00 +5.822625759576112614e+00 +5.440896533275918046e+00 +7.583839590538900666e+00 +4.738903160671725345e+00 +8.455888256751677545e+00 +7.773468582294754015e+00 +6.864958400791238091e+00 +7.237698513859413652e+00 +7.614712848016097269e+00 +7.550878784853011894e+00 +5.557778141794415205e+00 +6.682698730706761125e+00 +8.185113386625289422e+00 +6.635840950730198529e+00 +5.797687329485597729e+00 +8.326246006180554105e+00 +8.012976581794191588e+00 +7.822468301775643340e+00 +8.429828754165555438e+00 +7.946261161575421283e+00 +7.615707710794140439e+00 +8.161727496983530727e+00 +7.869693112153527181e+00 +8.056234058140034904e+00 +6.964207323243044812e+00 +6.647061361786199996e+00 +7.724356681816061609e+00 +7.259536807070162467e+00 +8.068986323263288796e+00 +7.537392074978015444e+00 +7.565291841092857794e+00 +7.402057708235133759e+00 +7.406330094628174265e+00 +7.537392074978015444e+00 +6.279233861746888579e+00 +8.352398308149986406e+00 +7.260168074481953226e+00 +7.159995267905287619e+00 +7.475587471951712359e+00 +8.245209277900357847e+00 +7.267708824914734578e+00 +8.197884377440459502e+00 +7.709681402188380162e+00 +8.987863033630674181e+00 +6.330511475576258817e+00 +7.654632087564550602e+00 +8.091949595184360078e+00 +5.132713468505244236e+00 +7.077126778871843271e+00 +7.190649936273075582e+00 +7.093247553321816667e+00 +6.538038743636661820e+00 +7.541827150576864369e+00 +8.109197810018031305e+00 +6.676841800670899829e+00 +7.480122673669484357e+00 +4.858188478940974164e+00 +7.433519753149084863e+00 +8.240779076370472467e+00 +8.203862174682399200e+00 +7.515725523341643566e+00 +6.459182450664229691e+00 +6.995139959634343541e+00 +6.819369739123885665e+00 +7.453040172223154514e+00 +7.990531965253012459e+00 +8.184392502364971733e+00 +7.716551161559891625e+00 +9.223241143271934561e+00 +7.305592395365238190e+00 +7.272859412819798308e+00 +6.975740296813910390e+00 +7.119956806861409859e+00 +8.333426129997860698e+00 +8.016939944870046020e+00 +7.827957429824891733e+00 +7.601178331653045461e+00 +6.855564563621555862e+00 +7.227746577857487864e+00 +8.878394029982700886e+00 +6.986612088360288908e+00 +7.397783947579682717e+00 +7.999409386868592264e+00 +7.258531301865787100e+00 +4.858188478940974164e+00 +6.907322653099072340e+00 +7.959387483918817452e+00 +5.147601220487104001e+00 +7.712569383203117468e+00 +6.227192018952791841e+00 +5.450577904814508656e+00 +6.947527910718690691e+00 +7.924669136026750493e+00 +4.749820274179000990e+00 +7.506035122877165122e+00 +6.526734090346053563e+00 +6.730855136552236218e+00 +7.689793646983616782e+00 +6.953592140011551237e+00 +6.195365525230499770e+00 +5.535308001344219520e+00 +7.392301044799296506e+00 +7.427733756395809905e+00 +7.271092430764838355e+00 +8.348371831098120310e+00 +6.808146963365288684e+00 +7.162283749034941138e+00 +5.803569216680898535e+00 +7.974813654706849775e+00 +7.880383794199588010e+00 +5.504545767924355459e+00 +8.075512908956625324e+00 +5.560745551440049894e+00 +8.420516138306538778e+00 +5.930809219680213573e+00 +5.863951851790261571e+00 +6.815565053466798418e+00 +6.993845748742842261e+00 +7.922605371244117123e+00 +7.779064326961815823e+00 +7.373405992138032161e+00 +7.286072779063488269e+00 +7.331675374587575789e+00 +7.420380695557014405e+00 +8.071389529191492329e+00 +7.114394968138640252e+00 +7.475980629385958309e+00 +7.395471230266593921e+00 +7.584151538147580141e+00 +8.166192066946223349e+00 +8.514111842290276400e+00 +8.068778321473018877e+00 +6.729667665939814469e+00 +7.813372556179729145e+00 +6.261660547564588342e+00 +7.489437375278612308e+00 +5.654809446342824231e+00 +7.937326484232471557e+00 +5.656422315929376055e+00 +5.952905401586122025e+00 +5.673317419806153339e+00 +7.361940648058862280e+00 +7.719409236910905747e+00 +8.051757343614099227e+00 +4.858188478940974164e+00 +8.443487429282868106e+00 +8.065658810461172834e+00 +7.267680863888926979e+00 +7.837023226983546920e+00 +7.728510601680227410e+00 +7.560205251226307155e+00 +8.147475287281849887e+00 +7.180809898632560362e+00 +6.182786568620031176e+00 +8.373405819789695670e+00 +7.573065550670889934e+00 +7.154241440589885315e+00 +7.951085126691395999e+00 +7.186572867265567766e+00 +6.935154006595439569e+00 +8.322886063723217376e+00 +7.597039653040155827e+00 +7.161928288276612875e+00 +7.527197199643069325e+00 +5.560745551440049894e+00 +8.577386186547300895e+00 +8.547360889648189186e+00 +7.941813841611747193e+00 +7.421588550754677271e+00 +8.449212623092535068e+00 +6.112319267982911697e+00 +7.608461253026689519e+00 +8.019674421460422309e+00 +4.858188478940974164e+00 +6.627365414843552571e+00 +7.506703640152863954e+00 +7.864463737525056786e+00 +6.152293599609492958e+00 +7.860343595524227567e+00 +6.043406447426605155e+00 +7.012945241036959487e+00 +6.692529794559959555e+00 +8.995424439105136116e+00 +7.916789900054936879e+00 +7.257664364244192257e+00 +8.751235613737662788e+00 +7.924960099392592383e+00 +8.089094077320623910e+00 +5.997337042173512600e+00 +7.312172302552426117e+00 +7.588865739332504745e+00 +7.366318652048448712e+00 +6.989831620891891362e+00 +7.762630042348064308e+00 +8.256232368031305668e+00 +6.687725921057790401e+00 +6.794857951821995812e+00 +7.827297081746564800e+00 +6.540554007719947549e+00 +8.258868355556842289e+00 +5.504442497049240046e+00 +7.960999698940668168e+00 +8.137800633322967769e+00 +8.181165526135828259e+00 +7.695612033315228473e+00 +7.510515674719499657e+00 +5.349390230070184771e+00 +7.002414733456589602e+00 +7.638870439257516409e+00 +6.317080234025070240e+00 +7.332546928538704378e+00 +8.007826018980722438e+00 +6.936149243562795164e+00 +7.446773117821976484e+00 +8.202669803969456552e+00 +7.609313407438094146e+00 +6.890171003266004845e+00 +7.849597032332894742e+00 +7.925185362266347511e+00 +6.996630971064405458e+00 +7.529665762218428426e+00 +7.668279695508772420e+00 +6.792123647680909926e+00 +6.252508618551473774e+00 +6.936838904418891616e+00 +7.656902470169370645e+00 +6.971149950694325526e+00 +7.405771194855333306e+00 +6.532314245902398397e+00 +7.608073625677661767e+00 +7.051462748899666622e+00 +8.083707743701779691e+00 +7.892235257569609530e+00 +8.098558470603620663e+00 +6.962583811365220754e+00 +4.858188478940974164e+00 +7.605124930967576802e+00 +8.643931518000044889e+00 +5.661076342964861396e+00 +7.455975132561434293e+00 +7.817511721688788384e+00 +6.930107905539898638e+00 +6.637095538782887161e+00 +7.410119935542752501e+00 +8.364086293940090400e+00 +8.071701176902479347e+00 +7.606816140568753326e+00 +7.017043468706106069e+00 +7.782827234655542270e+00 +7.503597073182390886e+00 +7.055810772467339120e+00 +6.405096923279415932e+00 +8.260625257203173533e+00 +7.463446449858565757e+00 +7.920849989119233214e+00 +7.245716713616729976e+00 +8.270161333174200990e+00 +8.455869811980392114e+00 +7.592010024146475189e+00 +7.773504994638642529e+00 +8.178042641328829632e+00 +7.285799841180050862e+00 +7.787978840852701978e+00 +5.867596955314638763e+00 +8.124624237354510115e+00 +4.416196077859012803e+00 +8.226883167343657988e+00 +8.648681517057411838e+00 +7.829606883286032826e+00 +8.476059410625111923e+00 +8.278715957024360250e+00 +6.946325601493754220e+00 +7.095195697977942473e+00 +7.194584060967372352e+00 +7.770965025046734809e+00 +6.042045484328355087e+00 +7.996951983669532638e+00 +7.893050436757221178e+00 +6.874598337465158693e+00 +8.024097063453154988e+00 +8.881948586841190263e+00 +7.889273298120770050e+00 +7.869098129742269521e+00 +8.225715251689962315e+00 +8.608902113799558720e+00 +7.372974556600638607e+00 +7.985875425948506745e+00 +7.618363952286472340e+00 +5.842506293149199337e+00 +7.611673150940532651e+00 +7.870851069603759242e+00 +7.455203596227875096e+00 +6.315252874222096580e+00 +8.009597456773917656e+00 +6.421113128034903639e+00 +8.926882728978853265e+00 +7.200125229207515076e+00 +6.707975857752899174e+00 +5.881659211293481349e+00 +6.965115180048542243e+00 +7.308975260405532026e+00 +6.842364804001135781e+00 +7.000196373827748175e+00 +7.862417977726181562e+00 +6.447982074502760952e+00 +8.508798678379207558e+00 +8.368078349451479880e+00 +7.470786487429450062e+00 +7.110886677385678922e+00 +7.787165837714383088e+00 +7.692282592061474134e+00 +8.357971586064650182e+00 +4.818383864267161698e+00 +7.062565171125697816e+00 +7.980001811842612369e+00 +7.631889101795422903e+00 +7.172566711403760564e+00 +6.488934273916584061e+00 +7.457003614437780925e+00 +6.312483756784331490e+00 +7.735205745138046041e+00 +7.287759253847525542e+00 +7.195414084566891688e+00 +7.011717155792211997e+00 +8.152268469179944077e+00 +7.961826477317117678e+00 +7.972135423287909362e+00 +7.756071877112844959e+00 +4.858188478940974164e+00 +6.988917899628177111e+00 +7.030533042062415916e+00 +7.306764882130664773e+00 +8.250336811064244102e+00 +7.920961480920595932e+00 +7.984690849725666340e+00 +6.301304208116107475e+00 +7.438129203780590615e+00 +5.654437252983370854e+00 +7.799460978786100895e+00 +7.041357407673785929e+00 +7.959576482963257149e+00 +7.294514680081192637e+00 +6.882620293377840426e+00 +7.265879988254255295e+00 +7.328560061845564633e+00 +7.010617425207783526e+00 +7.614380107107535878e+00 +6.401105657468178833e+00 +7.174422196228533721e+00 +7.090452935686698765e+00 +7.996797240799423889e+00 +7.319070392192770669e+00 +8.302910913228970458e+00 +8.436298401402837044e+00 +7.642090835687213257e+00 +7.803569694195175543e+00 +7.626247357501142687e+00 +7.767848536147539562e+00 +7.278809508755784918e+00 +7.573552455031858699e+00 +6.762298982276661263e+00 +7.509675944401806191e+00 +5.755981344540941791e+00 +6.298199444010606385e+00 +7.783407726912628277e+00 +8.294154593363600725e+00 +6.298344910002015240e+00 +8.247785160994681064e+00 +7.284761328397507896e+00 +8.661159875116481999e+00 +6.962263064271610347e+00 +8.090254150708460656e+00 +8.510969971963731950e+00 +7.568216369328638393e+00 +8.553960988578637625e+00 +7.361078121759419446e+00 +6.589145419339729415e+00 +8.055572459255927242e+00 +7.293080986949917133e+00 +7.653193509966968122e+00 +7.144314056926759804e+00 +7.526858314463424904e+00 +7.128335650286317104e+00 +7.598873210173678672e+00 +6.342321572575656319e+00 +8.021473895813869603e+00 +7.676757110930793715e+00 +7.943425736145854898e+00 +7.286687603698737803e+00 +7.647052622008231992e+00 +6.858701319884858094e+00 +6.955045704556141573e+00 +7.516415593949659524e+00 +6.254643185206532507e+00 +7.119106082681355474e+00 +7.155901205529062281e+00 +6.099060669864229567e+00 +6.460960362087462272e+00 +7.345139715140248882e+00 +8.261962403983943659e+00 +7.813101300358539447e+00 +7.137618761417343194e+00 +8.268748353020782815e+00 +4.858188478940974164e+00 +7.663916505878205498e+00 +7.165017858488226921e+00 +7.659331056004248239e+00 +6.874598337465158693e+00 +5.340519395620503929e+00 +7.232471234146032657e+00 +6.486453714976505580e+00 +7.989625415626505855e+00 +7.979170639803214726e+00 +7.766919947983296879e+00 +6.442282684095971490e+00 +6.454433712424815894e+00 +5.554362795566248678e+00 +7.818180122862486314e+00 +6.692529794559959555e+00 +8.077205607628002326e+00 +7.758793217280071985e+00 +6.983594874966456700e+00 +7.440982622971660021e+00 +7.984485336659872701e+00 +5.560745551440049894e+00 +8.069814610081721185e+00 +6.845867163898219587e+00 +6.430815468608670926e+00 +8.112905642251917016e+00 +7.872481716138281627e+00 +7.084981784868887189e+00 +7.438076651827486785e+00 +7.519888311956947291e+00 +7.997484503930081701e+00 +9.374040490320567187e+00 +8.260314638760064554e+00 +6.095949220355578291e+00 +7.555435852949358377e+00 +7.765560914073830645e+00 +7.156413277362844383e+00 +7.351774329255476914e+00 +7.825281572562289512e+00 +7.795960099931107834e+00 +6.485991957980331790e+00 +7.170262288959293073e+00 +6.946325601493754220e+00 +7.815392607162266359e+00 +5.319621916892629088e+00 +8.750055503945986857e+00 +7.152503728917963599e+00 +6.748113247042965668e+00 +7.410432520496215147e+00 +7.225544043807531125e+00 +6.772726046010120626e+00 +7.790409670619283133e+00 +5.303323478364745824e+00 +7.505076039125924581e+00 +7.712840458575101366e+00 +8.232585470305821218e+00 +5.839664997026829951e+00 +6.943878038698585442e+00 +7.254598219317358598e+00 +7.699754568766820739e+00 +4.935393825366872989e+00 +5.819158672597950499e+00 +6.816439043854188640e+00 +7.098881325357524474e+00 +7.862417977726181562e+00 +9.220780430399827310e+00 +7.449317170946414990e+00 +6.820832428547873860e+00 +6.098817448710633471e+00 +7.380085465099455178e+00 +5.997402714179770555e+00 +7.520115973400606890e+00 +7.808775483077170065e+00 +7.275276614887843607e+00 +8.039703781038952002e+00 +6.027578733843711234e+00 +8.186217009767915442e+00 +7.269687381901803747e+00 +8.029260401441661088e+00 +7.453582520084637508e+00 +6.875731470415303193e+00 +5.656422315929376055e+00 +7.290366709356021602e+00 +8.946726935464994312e+00 +8.224300768041757692e+00 +7.553887932626821566e+00 +7.582894113545080472e+00 +6.493801664197690116e+00 +7.482352280444047210e+00 +4.858188478940974164e+00 +7.836036388532647834e+00 +7.351674985657155048e+00 +7.684130961597475107e+00 +8.154167784069613845e+00 +7.283609859675379994e+00 +7.489407363629197789e+00 +7.594879077481436980e+00 +5.439027150636320584e+00 +7.963432139210453897e+00 +7.358959429300284683e+00 +7.063459207628966396e+00 +7.243245108135852206e+00 +7.498312297543634486e+00 +7.903980554334793851e+00 +7.976457741750891728e+00 +8.035848051345965359e+00 +6.988921742487491429e+00 +7.477748233778129361e+00 +8.051492089900875726e+00 +6.490532221480407316e+00 +6.940204311690649774e+00 +7.888350533556604205e+00 +7.828073893281271012e+00 +7.730208494599992264e+00 +7.849931854301757994e+00 +7.040828468729159795e+00 +7.622148912352258776e+00 +8.513474782394951035e+00 +6.268399992585727887e+00 +7.869574438730523980e+00 +6.730855136552236218e+00 +5.544251744063785736e+00 +8.102427075371906540e+00 +8.046967116489668115e+00 +7.697650250977858377e+00 +7.742836370615350461e+00 +7.570038019050571165e+00 +6.598455390569597512e+00 +7.436574910823765094e+00 +7.197600406191668299e+00 +6.556733008039827837e+00 +5.747427266705017246e+00 +7.605124930967576802e+00 +5.851416426580271946e+00 +7.774730314521093533e+00 +8.609873854972192930e+00 +7.946904565573731816e+00 +8.100359750026200345e+00 +6.803890279672941688e+00 +7.580130935033139394e+00 +8.096313874291354296e+00 +7.816317608483132062e+00 +8.365883357975690160e+00 +7.446441682919612504e+00 +7.003421713037823793e+00 +7.258815275401047984e+00 +6.782262541679756396e+00 +7.498280613179304055e+00 +7.593484027985596185e+00 +8.380768629672274983e+00 +7.844430488858961326e+00 +6.438055243692360818e+00 +5.673317419806153339e+00 +8.093805086939482862e+00 +5.871667989862089598e+00 +7.001392463351294282e+00 +8.362550481698690419e+00 +7.684637685645611782e+00 +5.147601220487104001e+00 +7.642727184146679065e+00 +6.246413568273055716e+00 +7.800809853471946553e+00 +7.435330369964049169e+00 +8.387566195080125908e+00 +7.863482979859782063e+00 +7.314100179306478822e+00 +6.673696294211367785e+00 +8.193908454459688073e+00 +6.436027568058307224e+00 +5.803352175586269368e+00 +7.758582702573221468e+00 +6.369767358760782372e+00 +6.995103204234510486e+00 +7.148889633393991971e+00 +7.866354908866469486e+00 +6.367235587244522321e+00 +7.624714852143824828e+00 +8.048572716329090326e+00 +9.758887899175078928e+00 +8.098961953035086481e+00 +7.444873021698185767e+00 +7.179543832198305608e+00 +8.022669649855288299e+00 +8.076858873393121030e+00 +7.058483270522174280e+00 +7.853802247055227781e+00 +6.588207688285820041e+00 +8.811818589982067351e+00 +6.352187393164967943e+00 +7.445725880588724976e+00 +8.243789886596005090e+00 +6.306128220723167033e+00 +7.570256301438348601e+00 +8.443165387302087765e+00 +6.729496565737917990e+00 +8.311078318967247469e+00 +7.971347119529582415e+00 +6.550893272390567290e+00 +7.627249371465040895e+00 +8.041157549800573179e+00 +7.394049404645102186e+00 +7.171539323698198132e+00 +8.270952386342287355e+00 +8.053043554160467465e+00 +6.544612946751840354e+00 +7.171539323698198132e+00 +7.158429086967316834e+00 +7.942747071867870545e+00 +8.302084863405070791e+00 +6.191812554791340517e+00 +7.532833016835411399e+00 +8.238106115528353257e+00 +4.858188478940974164e+00 +7.171539323698198132e+00 +6.002583668151146412e+00 +7.583214630523343658e+00 +7.363827051239240973e+00 +8.421451881311895704e+00 +6.430317143468073482e+00 +6.957630868234900845e+00 +6.751109920712679013e+00 +6.474983790109035908e+00 +6.857155645183411252e+00 +8.254455858012988756e+00 +6.558413815383573819e+00 +6.129023428094569681e+00 +7.941352344755159720e+00 +8.153345013193757040e+00 +7.909828714032755670e+00 +6.692958881552840467e+00 +7.436964286323018314e+00 +7.134938792416960496e+00 +6.325885533380187553e+00 +6.279500443308734248e+00 +6.123357468085487199e+00 +7.017573624455508252e+00 +7.164425614955234778e+00 +5.405270178554928862e+00 +7.240902046362862166e+00 +8.409151205887155811e+00 +6.649442118030492566e+00 +7.197517548467658344e+00 +8.276915649573311384e+00 +8.257441577553890966e+00 +7.845040084154788929e+00 +7.619591947775916196e+00 +6.536739523015967279e+00 +5.968389049797224288e+00 +6.043406447426605155e+00 +7.731097053065241198e+00 +7.376808363638701849e+00 +7.652843645754728641e+00 +6.667684223141804978e+00 +8.306372723225194932e+00 +6.485436167355146608e+00 +8.045050440978684492e+00 +7.042596388266247232e+00 +7.350843094016909163e+00 +8.466444373673311929e+00 +6.913233634615153278e+00 +6.796957840471804957e+00 +7.264053095898361789e+00 +7.771737214520271664e+00 +5.852427214510043996e+00 +7.928051538130603149e+00 +7.145525521031231619e+00 +7.416114966367331363e+00 +7.809018107228439476e+00 +7.515639145668956189e+00 +6.980537462552092620e+00 +7.232671982240390207e+00 +8.733768101541045326e+00 +7.384595274989351310e+00 +6.650934439568572998e+00 +6.571833258560218383e+00 +8.251959316014563228e+00 +7.272905080744749284e+00 +7.119956806861409859e+00 +6.748263449984278850e+00 +7.181836193353774433e+00 +7.635303302637112211e+00 +7.251430772839285055e+00 +8.171558161346183624e+00 +5.941629484771510761e+00 +4.818383864267161698e+00 +7.105133823359210510e+00 +8.027038097092827229e+00 +8.529097576547883364e+00 +6.370273481757067202e+00 +8.090130709708319046e+00 +7.233617212445551559e+00 +7.276065271355037112e+00 +7.500687246780216810e+00 +7.097285537475272577e+00 +6.983144655649084598e+00 +7.943425736145854898e+00 +6.157433347594178485e+00 +8.716133244837692473e+00 +7.527677358544679009e+00 +7.264531450271988433e+00 +7.779747535143542336e+00 +6.844294678704045509e+00 +7.621445146973201190e+00 +8.173691784964375984e+00 +7.840925160719962150e+00 +6.908596532233787002e+00 +5.718501929813101015e+00 +8.213285816832012642e+00 +7.802545200865552033e+00 +6.036246143631160521e+00 +6.871301662958103407e+00 +7.708641067563803517e+00 +5.410480765568991046e+00 +8.172787148960651393e+00 +6.370273481757067202e+00 +6.848361561354067817e+00 +7.433247199546713091e+00 +8.429525650619780208e+00 +7.316821733449614840e+00 +7.001392463351294282e+00 +8.292497813756199321e+00 +6.018279054768299829e+00 +7.136896748184426542e+00 +7.965204191926204658e+00 +7.755686150087512942e+00 +7.767422339354197902e+00 +6.676950309297353670e+00 +6.637513606920947495e+00 +7.400929174274551769e+00 +6.954848799393403169e+00 +6.755023283714763238e+00 +8.180711075026920298e+00 +8.251959316014563228e+00 +8.249402039862161473e+00 +7.465089853630615835e+00 +6.955263332327831449e+00 +7.747397520993217768e+00 +7.799954336233440699e+00 +6.737955368796519906e+00 +8.034165583334470284e+00 +7.574123746899658727e+00 +8.249402039862161473e+00 +8.387201703301343514e+00 +7.650808150499869953e+00 +6.356131034263398760e+00 +8.171806719576125033e+00 +8.014885819555274793e+00 +6.837260561546827375e+00 +8.974102595995191223e+00 +8.315151429322668264e+00 +7.903767151140982605e+00 +7.747156614422237908e+00 +7.801386347599418514e+00 +8.132885490790158656e+00 +7.393953084287204547e+00 +5.654437252983370854e+00 +7.993037205787913990e+00 +7.672210892565544782e+00 +7.458656741011054692e+00 +8.139518654085350136e+00 +7.793692445218312059e+00 +7.263123162595093163e+00 +5.406098208759431145e+00 +7.920482100190838537e+00 +6.889677540901175234e+00 +7.240304258049491182e+00 +8.675974524251614639e+00 +8.366969855611387175e+00 +7.864877680041445274e+00 +7.111159362239504844e+00 +8.007696258541727730e+00 +7.513505900650216063e+00 +8.042169160384673887e+00 +7.812306406765856082e+00 +7.468228547495073144e+00 +7.565771613030392473e+00 +7.005140215654137137e+00 +7.826545807200545823e+00 +6.964127807533714076e+00 +6.544612946751840354e+00 +6.695802085584091401e+00 +8.553960988578637625e+00 +7.095026803480322997e+00 +6.442433976671054552e+00 +8.116554854219430126e+00 +8.716033367880754668e+00 +8.173361388610828726e+00 +7.758698131624896632e+00 +7.242679305482852214e+00 +7.519888311956947291e+00 +8.293033769363773899e+00 +8.413167083306234417e+00 +7.171954885933246260e+00 +5.970304063933781435e+00 +7.578064329253265896e+00 +7.649416017978637683e+00 +8.458312053855934209e+00 +7.283205567847289785e+00 +7.539095445562452369e+00 +7.790999293377353752e+00 +7.514906411884112458e+00 +6.066681846552455681e+00 +7.538700474777215277e+00 +7.847776617464205628e+00 +8.654750761373634305e+00 +6.959167188883384370e+00 +8.649446001894830260e+00 +6.728571817096508312e+00 +8.856019997554994916e+00 +7.102349999754551391e+00 +5.762819971927001461e+00 +7.443691422717165551e+00 +8.039698475535260513e+00 +6.996756270561036217e+00 +8.101861883711990231e+00 +7.105899089115155220e+00 +6.772565072782526840e+00 +7.319711231065866741e+00 +7.961593364053442201e+00 +7.810236192031879909e+00 +7.546205162174828729e+00 +6.844430990654018387e+00 +8.205778296494827373e+00 +7.415480054705767543e+00 +8.136840545707855199e+00 +6.557711633136023011e+00 +7.108518993243706063e+00 +5.166543932923559623e+00 +7.957416890098556905e+00 +7.514834862477528077e+00 +7.605147476902402559e+00 +7.552238162099911278e+00 +5.367869099067775096e+00 +7.473194077822881809e+00 +8.191165043087039521e+00 +7.779858217171749857e+00 +8.168159860885225498e+00 +7.757942079460008244e+00 +7.486886632063942670e+00 +6.789399337735176232e+00 +6.554271035409783508e+00 +7.664240317189069174e+00 +7.008361662985862495e+00 +7.857611581682249380e+00 +7.868271305224880052e+00 +5.952680748142938683e+00 +7.592098081608583016e+00 +6.748113247042965668e+00 +7.361725184378428821e+00 +7.878601428745696467e+00 +8.189427931440150132e+00 +8.088446023250980943e+00 +7.181836193353774433e+00 +7.552981673418344144e+00 +6.748113247042965668e+00 +6.920265445234235813e+00 +7.051589974637408886e+00 +7.941666176480339345e+00 +5.428562283458632010e+00 +7.436567501133595215e+00 +7.591458868859263021e+00 +7.852869739165271312e+00 +7.913231129488849547e+00 +8.114297028733744810e+00 +5.557778141794415205e+00 +7.410709766924810538e+00 +6.668367400784973142e+00 +7.259158036697954230e+00 +7.974091692970432632e+00 +6.690996066649404383e+00 +8.525873258140109101e+00 +7.518361487760557793e+00 +8.164266551058062760e+00 +8.021840820802935923e+00 +7.155901205529062281e+00 +7.109663413563794165e+00 +7.757170258745190949e+00 +6.889791231058097765e+00 +7.444873021698185767e+00 +7.155414074483360309e+00 +7.933754096098255104e+00 +7.126712936287731281e+00 +8.330797957167305867e+00 +7.940554092888760351e+00 +5.419302501356924040e+00 +7.635328836723147106e+00 +6.867445186215718422e+00 +5.925716109251879971e+00 +7.596731580596951972e+00 +9.708117505478185194e+00 +6.336114087196619948e+00 +7.877907232261350146e+00 +7.283371396832535538e+00 +6.313387934362253873e+00 +8.057574696132178360e+00 +7.818456670199793734e+00 +7.833792802847256098e+00 +8.174272023946286936e+00 +5.964919231668318389e+00 +7.844430400850797014e+00 +8.031207653298679361e+00 +6.104383585434334236e+00 +6.624240968058074941e+00 +7.728113361455598351e+00 +6.737955368796519906e+00 +6.560477828929833777e+00 +7.501128713711295859e+00 +8.639584330607249285e+00 +8.285503399319168238e+00 +6.459182450664229691e+00 +7.290732325429416960e+00 +8.392950636288333044e+00 +4.858188478940974164e+00 +6.995796608317050413e+00 +7.407784315256321861e+00 +8.115410850165517331e+00 +7.801480156406796596e+00 +5.656422315929376055e+00 +5.444603809249201731e+00 +6.700861135673221725e+00 +6.692529794559959555e+00 +6.313039181088242913e+00 +7.269687381901803747e+00 +6.173754907863894914e+00 +5.546151166007348365e+00 +8.030157955518916424e+00 +7.656985712294499535e+00 +7.640879335272529715e+00 +7.932854038915138517e+00 +7.774770577489562129e+00 +7.155901205529062281e+00 +7.714863947980575176e+00 +7.578684164124751987e+00 +8.081899508760216122e+00 +7.820709752474613197e+00 +7.398110083755454980e+00 +7.949869408512313385e+00 +6.938336211781006568e+00 +6.369833498765274271e+00 +8.221807541115140339e+00 +7.258880587491603364e+00 +8.121146397055781563e+00 +7.716582099477818701e+00 +8.095049476543408673e+00 +5.509626255055536603e+00 +8.136102604783445713e+00 +8.419561774069279636e+00 +7.764529677048358280e+00 +7.959201633704196865e+00 +6.584203686884848139e+00 +7.211684487092952622e+00 +6.409128652532672277e+00 +8.085562457277774229e+00 +8.024389424223045353e+00 +8.108809787108384626e+00 +7.306762885204989288e+00 +7.536748598425219825e+00 +6.899172746637304954e+00 +7.341241725686813879e+00 +8.274016708023282263e+00 +5.144721319059044617e+00 +7.773347881798599701e+00 +7.925185942569441977e+00 +7.416869111927553604e+00 +7.344556067819212331e+00 +8.858248628091132559e+00 +8.155224057301893481e+00 +7.155901205529062281e+00 +7.225167581204459566e+00 +8.037210897495242534e+00 +7.907006283880491537e+00 +6.904156984663586627e+00 +7.326998887306672259e+00 +8.250707418329056964e+00 +6.613729518915079097e+00 +8.341378060807528527e+00 +7.919987354075601615e+00 +7.576162714250131103e+00 +6.645734594436362386e+00 +7.588192331384107092e+00 +8.342546257248159236e+00 +6.245725987620971864e+00 +7.599918259648347885e+00 +8.032445871612708288e+00 +6.902850215187299909e+00 +7.232516666440460540e+00 +7.375659164213175245e+00 +7.801263858579204680e+00 +7.914104279183902690e+00 +7.057953139102210116e+00 +7.909201702341761120e+00 +8.054959666329523316e+00 +8.062604554220342834e+00 +8.072282847058431798e+00 +6.459182450664229691e+00 +8.455553449180115422e+00 +7.786024875726525352e+00 +8.004410414227095316e+00 +6.084643718286770309e+00 +6.999017704134530504e+00 +7.308235451417203876e+00 +8.204656810421056434e+00 +6.176111912497617595e+00 +7.274253401774330996e+00 +7.807472593738566502e+00 +7.473194077822881809e+00 +6.142211595783010125e+00 +5.890586927448111965e+00 +7.052009515153713437e+00 +7.766332366268670739e+00 +7.753993716957211291e+00 +7.578653301270151132e+00 +7.171539323698198132e+00 +8.064093277555457462e+00 +7.662053929284411424e+00 +7.702585810315667914e+00 +7.805559120929501660e+00 +6.526264778325639782e+00 +7.780890400289081299e+00 +8.187248682268091216e+00 +7.789763668261002749e+00 +7.889401373461168987e+00 +7.758468864997212222e+00 +6.822546070605767454e+00 +7.448540285350190970e+00 +7.656985712294499535e+00 +8.116646870113072509e+00 +8.449787458202990820e+00 +7.209681742843713437e+00 +7.223963807511609048e+00 +7.790473040832694096e+00 +8.055054260754786810e+00 +8.597882441569254297e+00 +7.916272021725035302e+00 +6.304520879161373159e+00 +4.858188478940974164e+00 +7.062880981565285765e+00 +7.280959450425143586e+00 +8.311167050720086991e+00 +6.287643278789346368e+00 +7.798417827304547245e+00 +9.028626826105664804e+00 +7.648399389452606556e+00 +7.871906427467365575e+00 +6.521128240226516937e+00 +6.660989546694963792e+00 +7.273355724815701251e+00 +7.508572333510983299e+00 +7.659738829894649825e+00 +8.100766069773271738e+00 +6.869979545140722621e+00 +8.395971215248664521e+00 +7.486416559032477380e+00 +8.006488080631243065e+00 +7.516748394849400938e+00 +7.032823957028085715e+00 +7.864223175822644407e+00 +7.728474622492740309e+00 +7.770255748429917730e+00 +7.866697165419282101e+00 +8.045051852037886420e+00 +6.762270610744963051e+00 +7.156413277362844383e+00 +7.584330276174114260e+00 +8.252857480095826759e+00 +7.200613225686993246e+00 +6.867723410971848352e+00 +7.404783936130115762e+00 +7.058475249168168375e+00 +9.101972954687425954e+00 +7.284320617863158986e+00 +5.509626255055536603e+00 +7.860204963836167735e+00 +7.888801616721138998e+00 +8.226055430098767829e+00 +8.081942577779955172e+00 +7.021705976883367839e+00 +8.519502922913488874e+00 +6.817006117353230366e+00 +4.858188478940974164e+00 +8.068065682790802384e+00 +6.291799480282861623e+00 +7.240037880053932895e+00 +7.147115681937521003e+00 +8.144355567440015875e+00 +7.963798746086467872e+00 +8.039798139427603019e+00 +7.074586553337212536e+00 +7.460451194081542781e+00 +7.241915992129179358e+00 +6.654213711181455437e+00 +6.895952375997239869e+00 +7.638023831138980313e+00 +7.761542915609879856e+00 +7.914260512043256313e+00 +4.818383864267161698e+00 +8.098739941877283854e+00 +8.245591868826522841e+00 +7.250249125195296074e+00 +8.279203786729340209e+00 +7.755214745475313975e+00 +7.717663376683503884e+00 +6.882250217087857891e+00 +7.280866793149016303e+00 +5.106525339636846184e+00 +7.164247660671207996e+00 +6.546137645068938582e+00 +7.701439362726887339e+00 +7.015521529780016863e+00 +6.881703127356104233e+00 +7.642484092624272307e+00 +6.743780660527590953e+00 +7.616394082513124886e+00 +8.543445565454476309e+00 +6.611851210757322406e+00 +7.495989059053954406e+00 +7.102586117406644917e+00 +5.691988918160404864e+00 +7.583906804479738639e+00 +7.748008315757942910e+00 +8.255287876489092014e+00 +6.270967825769730553e+00 +8.345767555763359269e+00 +7.283237199253562721e+00 +6.393628080179496465e+00 +7.339961358088203269e+00 +7.925179367921373341e+00 +8.600365814977067203e+00 +8.008067696217949560e+00 +7.316933883973433694e+00 +6.167077042454820912e+00 +7.217675925206094689e+00 +8.400753970059668063e+00 +8.178932061304749368e+00 +5.557778141794415205e+00 +8.144975639027961734e+00 +7.087724288215667912e+00 +5.613003218070844014e+00 +6.769281373814010294e+00 +5.513856692316494446e+00 +7.486886632063942670e+00 +6.325435317135998048e+00 +8.433466127393785428e+00 +7.817759531695628539e+00 +8.247785160994681064e+00 +7.959562391763938649e+00 +7.328383680653587362e+00 +7.009462022297157091e+00 +5.875983185802851949e+00 +6.661573355935615837e+00 +6.725874065205971419e+00 +5.917303807851112651e+00 +6.453919817407495430e+00 +4.858188478940974164e+00 +8.243605494983512472e+00 +7.101446109643347882e+00 +5.661076342964861396e+00 +7.388345175242193363e+00 +6.873022636281348241e+00 +7.293992593118218792e+00 +7.677985435059326846e+00 +8.798232169447601336e+00 +7.905473826710931462e+00 +5.147601220487104001e+00 +7.891840086274442001e+00 +6.143389052340808121e+00 +7.461742422095994698e+00 +7.861063296063093730e+00 +7.836142868503884529e+00 +6.316711369529002695e+00 +7.686705385576260596e+00 +8.868842386533742683e+00 +7.171539323698198132e+00 +7.629642690026685159e+00 +6.996756270561036217e+00 +7.723706263281201245e+00 +7.278809508755784918e+00 +7.657831278850608214e+00 +7.350560303890233627e+00 +6.930161554068490659e+00 +6.515798213712969300e+00 +7.050336998292550561e+00 +8.214058776837191544e+00 +7.963236407137628703e+00 +5.999469037123162707e+00 +6.043406447426605155e+00 +7.313460500348810456e+00 +5.658119300578164257e+00 +6.617861049175189692e+00 +7.638023831138980313e+00 +6.537781888931476715e+00 +7.065919520809529786e+00 +6.164220408546498220e+00 +7.847474503776084021e+00 +5.928452491074949648e+00 +6.977515102045799722e+00 +7.925740089699502278e+00 +5.550245231900134968e+00 +5.501766195554864680e+00 +6.753355095792812790e+00 +7.537134049687665538e+00 +4.873583983392791197e+00 +8.315253140974164126e+00 +8.327482479431637330e+00 +6.621631604373305890e+00 +5.658119300578164257e+00 +7.048171422423820331e+00 +8.198448684785489604e+00 +7.808995809946281952e+00 +7.720529560217983089e+00 +8.093338537369618280e+00 +6.597488831044756807e+00 +8.222029957762060803e+00 +6.982573299400883116e+00 +7.230636827382568299e+00 +7.972135423287909362e+00 +7.391462112923818495e+00 +8.053987397430773854e+00 +7.383194305616598285e+00 +7.590599323747028393e+00 +7.288702476608250436e+00 +5.314624960506534990e+00 +7.220735649971175008e+00 +7.933186315302918956e+00 +5.406098208759431145e+00 +8.254325450969645317e+00 +7.044082148018333100e+00 +7.569152350947661034e+00 +6.273019993023808638e+00 +7.021305802033566579e+00 +8.150445089842378366e+00 +8.646421127316443744e+00 +7.168037433711106132e+00 +6.752045188792180852e+00 +4.858188478940974164e+00 +6.323649298776672367e+00 +7.960603799905129563e+00 +8.181500533286907739e+00 +7.524068830368378258e+00 +7.444873021698185767e+00 +5.411573305916590471e+00 +7.407030903242230124e+00 +6.874598337465158693e+00 +7.475521791121082060e+00 +8.051492969311311754e+00 +7.463644770386508753e+00 +6.032553882513639110e+00 +7.591458868859263021e+00 +7.285456681441246474e+00 +5.631083690344439674e+00 +8.304790103335108142e+00 +8.259654899175529863e+00 +7.961059167962957872e+00 +7.591144505846841639e+00 +7.895064360770902567e+00 +7.856166765488978854e+00 +8.315792272516318917e+00 +7.586881248657391552e+00 +7.925759645975176682e+00 +7.629670755595725495e+00 +7.027409068657107127e+00 +6.408723858960911457e+00 +7.099650455356368184e+00 +7.639218264532246394e+00 +7.760400746713003173e+00 +7.300404893240283855e+00 +6.776835743195988471e+00 +6.233805289674819505e+00 +7.830565745257899835e+00 +6.491527469504944747e+00 +8.186077744241174514e+00 +7.934980296146932233e+00 +7.842921165025472874e+00 +6.346044794055160310e+00 +7.457601367722872965e+00 +7.658148637560316274e+00 +7.896683562719772453e+00 +6.607351291035683971e+00 +7.009468708225085720e+00 +8.078067443517284119e+00 +8.238106115528353257e+00 +6.621631604373305890e+00 +7.924217521766422578e+00 +7.974168521843239432e+00 +6.863436815187014872e+00 +8.243455252487365215e+00 +7.776925957357434527e+00 +7.540939079898635100e+00 +4.858188478940974164e+00 +7.308542983420011296e+00 +7.727825090923488460e+00 +9.071339896238441725e+00 +8.180908271591306402e+00 +7.720208222542623844e+00 +6.903814945933845593e+00 +6.582434235572236503e+00 +7.718277622367168078e+00 +7.096512081684068107e+00 +6.750090828990323644e+00 +6.957630868234900845e+00 +8.406907873495583772e+00 +6.945910490628648404e+00 +7.293933296731211158e+00 +5.406098208759431145e+00 +6.929974404727090587e+00 +8.706350082704375382e+00 +5.509626255055536603e+00 +6.767426743572286796e+00 +8.418327104564014007e+00 +7.629548573878764728e+00 +8.224543037305465987e+00 +6.994250379397726647e+00 +6.946833414277989505e+00 +7.922842692927588359e+00 +7.292845250003665569e+00 +5.544251744063785736e+00 +4.858188478940974164e+00 +8.263426738462385401e+00 +8.280039274636237678e+00 +7.016505238781519438e+00 +7.389536959580254916e+00 +7.233047154577889160e+00 +8.132503513225856295e+00 +7.017930151887412649e+00 +7.423847951176412607e+00 +6.853035041171551711e+00 +6.323893759482871246e+00 +6.989797093270226469e+00 +8.125142532489462610e+00 +7.551001889462895633e+00 +7.339579114363914414e+00 +5.654809446342824231e+00 +8.001065027381628170e+00 +7.946947862253182393e+00 +7.276947381863010378e+00 +6.129084313172825205e+00 +7.444873021698185767e+00 +7.350560303890233627e+00 +4.072494657792731232e+00 +7.420798153258147067e+00 +7.415169072865865019e+00 +6.172465550423112290e+00 +7.239200441863886226e+00 +7.869244228471870883e+00 +8.256504645640688977e+00 +8.003059509475860978e+00 +7.960878444489935646e+00 +6.669371136242716602e+00 +8.059960719036553201e+00 +6.878361456886068481e+00 +6.710342327410671714e+00 +7.443535401902863669e+00 +8.318934256450575049e+00 +7.248022435482653236e+00 +8.175611943192961917e+00 +6.514859881945994857e+00 +8.223048548463339102e+00 +8.442679004228921258e+00 +5.886109403953469155e+00 +8.519927990869291534e+00 +7.743351000977781950e+00 +6.962267501247879409e+00 +7.519499678692682210e+00 +5.504856412729168369e+00 +7.568573803755043627e+00 +7.419874703639834479e+00 +8.243297531540065393e+00 +7.605524965018048533e+00 +7.330697181793311756e+00 +7.744141455493718240e+00 +6.596790458173018123e+00 +8.017832940172411327e+00 +8.185929010323434341e+00 +6.960862261616512114e+00 +7.664062436667791189e+00 +8.457728913174832996e+00 +5.653883717598091607e+00 +7.264732436173289898e+00 +7.454674866348796058e+00 +6.298697188467031083e+00 +7.952872599546935817e+00 +8.067316659549305768e+00 +7.328165049137624010e+00 +6.185487315082809801e+00 +8.191656617499575077e+00 +6.117145628122671042e+00 +7.821973429139234213e+00 +7.472597231838335574e+00 +8.510705481456625421e+00 +6.975740296813910390e+00 +7.916937019257147767e+00 +7.766600856917193596e+00 +8.230467037565631472e+00 +7.051589974637408886e+00 +8.516168997007753205e+00 +6.991271952071656415e+00 +7.656284922735267173e+00 +7.580367941872736992e+00 +6.196190880121321243e+00 +7.665998438786118641e+00 +6.263428393152480567e+00 +4.858188478940974164e+00 +6.104559772626544145e+00 +8.228376526082229248e+00 +7.392718652551138803e+00 +8.001230383253187028e+00 +5.509626255055536603e+00 +8.463704883336049534e+00 +7.962896217657998932e+00 +7.506935638885352091e+00 +6.202468600733027415e+00 +7.870483222153325187e+00 +7.771456445905187138e+00 +7.296259291063051933e+00 +7.971548357202209445e+00 +7.530741519969524234e+00 +8.129729108998162701e+00 +7.395974142936665885e+00 +7.739544156831016153e+00 +7.765660377472158871e+00 +7.816810652396270598e+00 +6.467639921314457752e+00 +7.202152168281372724e+00 +5.675623557775907102e+00 +7.861629593623547407e+00 +8.026647536246855452e+00 +6.909772090619298979e+00 +6.750237554666455253e+00 +6.867445186215718422e+00 +6.727384146169242740e+00 +4.818383864267161698e+00 +7.721215076946464251e+00 +7.771552149796661979e+00 +7.313778037464544468e+00 +7.181718105176969402e+00 +7.344140214142953482e+00 +6.775719999815009942e+00 +6.307575505166823859e+00 +6.858701319884858094e+00 +6.656809644730856235e+00 +6.754161505160482193e+00 +8.825121697597751336e+00 +7.269540906991551310e+00 +6.811384510774132650e+00 +7.955232683134454419e+00 +7.589348347155919328e+00 +6.369767358760782372e+00 +8.642313373557044542e+00 +7.967222673896685592e+00 +7.852467077826531749e+00 +8.211747103788184177e+00 +8.490829505671172228e+00 +7.535411248980835808e+00 +7.172576409691373556e+00 +7.520598399692971725e+00 +8.196074537710501318e+00 +7.723751454193006794e+00 +5.016812292932627315e+00 +8.283411558174520906e+00 +6.060456375282683439e+00 +6.094331230964598944e+00 +6.985005097200883029e+00 +6.975740296813910390e+00 +7.967222673896685592e+00 +8.284938895272262016e+00 +8.141826320612835843e+00 +7.155901205529062281e+00 +7.406661398006235686e+00 +5.654437252983370854e+00 +6.459182450664229691e+00 +6.868001782484043360e+00 +8.085966754071705509e+00 +7.763643352798226260e+00 +6.262478807903789857e+00 +6.911275142375870928e+00 +7.945423090091480844e+00 +7.344140214142953482e+00 +7.713756217318859854e+00 +7.947888303424861078e+00 +8.140682291601478937e+00 +7.900101087575876591e+00 +7.593076050342460803e+00 +5.813963732909542159e+00 +7.597601129752547422e+00 +6.814227988842503692e+00 +7.473488071681458678e+00 +7.968220149130502250e+00 +6.652153792959325074e+00 +8.405901603651273035e+00 +7.212456441735866974e+00 +8.423747848724815412e+00 +8.125386194421935215e+00 +6.613719605697497173e+00 +7.854424719855614967e+00 +7.000196373827748175e+00 +7.716267584725756024e+00 +5.578274157153828128e+00 +6.544612946751840354e+00 +7.317076613053814071e+00 +8.306477786854429723e+00 +6.844430990654018387e+00 +7.116577236339253432e+00 +6.857486547236931074e+00 +7.349689440573456523e+00 +7.712685063769640692e+00 +6.804851104503995884e+00 +6.633707908966243849e+00 +7.718437373992401263e+00 +7.618363952286472340e+00 +8.104842869047843124e+00 +5.351884023901675391e+00 +7.488845110030069918e+00 +8.195875157363389008e+00 +6.621631604373305890e+00 +6.678298596671993437e+00 +6.410058877526353172e+00 +5.661076342964861396e+00 +8.186217009767915442e+00 +8.255287876489092014e+00 +7.497666640472289146e+00 +7.408945103205496707e+00 +7.587265970927091985e+00 +7.319711231065866741e+00 +7.758218665969252470e+00 +7.453549960002874286e+00 +6.524245059068562114e+00 +7.034738062573069328e+00 +8.040301117654507834e+00 +7.505807754189845582e+00 +8.229583249689312652e+00 +7.516748394849400938e+00 +7.618748040155878698e+00 +7.695913055398705183e+00 +6.182350456137100991e+00 +6.893750042509054765e+00 +6.065818725419376278e+00 +7.585515301750092476e+00 +6.845667294781833334e+00 +6.997387827268994442e+00 +7.775005893348861719e+00 +8.063674213056401641e+00 +7.473816410495601303e+00 +7.898553107850148081e+00 +7.677573769848095253e+00 +7.266480183929616032e+00 +7.706411075646883546e+00 +7.702459546665522794e+00 +8.365116032060541329e+00 +7.872187227662834630e+00 +8.053877833674050635e+00 +7.133559023113321018e+00 +6.493367710290840478e+00 +7.493643596396395878e+00 +7.647541012819601747e+00 +8.129291116104468529e+00 +7.496819838068404351e+00 +6.007966216268869175e+00 +7.643152041385292250e+00 +7.887249667203832360e+00 +7.431422166889205982e+00 +7.865130570929522946e+00 +6.707759383334177983e+00 +7.646251926508739416e+00 +8.084088543611414934e+00 +5.758395979210945370e+00 +7.667151687131990911e+00 +6.802455484008532949e+00 +5.942156700801660918e+00 +8.091651529107821261e+00 +6.958928269868920324e+00 +8.317437702966344659e+00 +8.269758992160859634e+00 +8.130788624860088021e+00 +6.595771203155891271e+00 +6.180901600343531754e+00 +8.043310225832556171e+00 +8.201967640969087370e+00 +7.761859339019338222e+00 +6.217469035223984974e+00 +6.769006764248842956e+00 +8.082252604968289234e+00 +6.751100871796097636e+00 +8.054031254731853551e+00 +6.790313930889169569e+00 +7.337292008998247184e+00 +8.138153874666386400e+00 +7.677855009112590778e+00 +8.499171262155414297e+00 +8.538349011799709842e+00 +8.338574218723351805e+00 +7.208779123901877028e+00 +6.163710419005838048e+00 +7.374600455742438498e+00 +7.792488438200507517e+00 +7.179007482494398573e+00 +6.991561816251305572e+00 +8.302472635568392434e+00 +6.780535333185980562e+00 +6.272218436146431486e+00 +7.608845533613020962e+00 +6.531482482662340772e+00 +8.094263452056111419e+00 +8.011753972458791395e+00 +7.414853615683568933e+00 +6.007214137407572707e+00 +7.951758402236009715e+00 +8.188394455660272797e+00 +6.124543074559369416e+00 +7.537804704033533199e+00 +8.247785160994681064e+00 +7.842818517907289788e+00 +7.789864504102297360e+00 +7.575743665379832237e+00 +8.160506872713540361e+00 +7.499626292528319027e+00 +7.350560303890233627e+00 +7.637354058558230463e+00 +6.013885016854146670e+00 +4.448194032388983032e+00 +7.629963248587500857e+00 +6.622260744782579422e+00 +8.104832884203915455e+00 +8.171645337118206953e+00 +4.858188478940974164e+00 +7.662728492927271873e+00 +7.882074131091485469e+00 +7.534223234270484681e+00 +7.231765659229040466e+00 +6.563243308632081607e+00 +4.858188478940974164e+00 +7.991801986814152770e+00 +6.878361456886068481e+00 +6.413332169677687489e+00 +8.004619649283085892e+00 +7.998967010919841414e+00 +8.247785160994681064e+00 +8.058339812028407323e+00 +7.153982311446725362e+00 +7.924138786139337753e+00 +7.933186315302918956e+00 +7.891204126550292131e+00 +7.452307909366027161e+00 +7.621482018135793624e+00 +8.261035913857995183e+00 +7.502041311954144476e+00 +7.785525628301002143e+00 +6.509130632783580950e+00 +8.410383804061439150e+00 +6.803253799230787990e+00 +7.760039091166618164e+00 +6.829194447452209715e+00 +8.202707169673431054e+00 +7.374045198465864814e+00 +6.761584055612729571e+00 +6.686214561163069448e+00 +7.027218432490371924e+00 +8.987863033630674181e+00 +7.407233384029950685e+00 +7.463591926912158669e+00 +7.780984575598722586e+00 +7.497530469680441456e+00 +7.790071044238629838e+00 +7.502468258251610678e+00 +8.491729406756348908e+00 +1.553137114224864490e+01 +8.031813020760182553e+00 +8.068486953101000836e+00 +7.978835633563448937e+00 +5.683649053413319052e+00 +7.256696223253129574e+00 +8.039302057207805774e+00 +7.801203079227889248e+00 +6.567606616067223513e+00 +7.633584426405377599e+00 +6.258585971098455047e+00 +5.132713468505244236e+00 +7.929112775600515306e+00 +7.282400959483311453e+00 +8.422240459190106776e+00 +8.107743893273891445e+00 +6.877762258245184057e+00 +8.241527642625442240e+00 +8.272817245557689603e+00 +7.868237876250532281e+00 +7.708656675525162427e+00 +8.092600526214027923e+00 +5.592986923211810790e+00 +5.755981344540941791e+00 +8.382447991336903215e+00 +7.370320164663553442e+00 +6.879423029310601123e+00 +7.891977769945242471e+00 +7.328383680653587362e+00 +4.818383864267161698e+00 +7.957791750970500289e+00 +6.126442341811525694e+00 +7.419144759749087825e+00 +6.975424114396901132e+00 +6.455428092895090231e+00 +8.791133918860396079e+00 +6.663189328486623708e+00 +6.567076863944294018e+00 +7.070066212170786457e+00 +7.310351307818564237e+00 +6.874598337465158693e+00 +8.767665029489307926e+00 +7.151996464091553207e+00 +7.022623829214808211e+00 +8.028165372747025685e+00 +6.863510704203690693e+00 +7.946597825844037288e+00 +7.975049891110302269e+00 +7.269687381901803747e+00 +7.445030957072503952e+00 +8.062699576877548679e+00 +8.071389529191492329e+00 +7.661541888020565239e+00 +7.501100786540519039e+00 +6.783573431088370853e+00 +5.725453281491809321e+00 +8.692922614605777198e+00 +7.569738827683522686e+00 +8.355103514655638719e+00 +6.987847452020105266e+00 +6.301616640350403031e+00 +7.850746247432653036e+00 +8.125457525484762300e+00 +7.455029293950701685e+00 +8.415964503342820535e+00 +8.091592456831676827e+00 +7.798663375256182917e+00 +5.497224951416683325e+00 +6.221505509188773431e+00 +7.263896355501401558e+00 +5.978823739908875723e+00 +7.231967629489190585e+00 +7.567093247442244319e+00 +5.766977123416836548e+00 +6.677805776289005735e+00 +6.298344910002015240e+00 +7.862735807756507711e+00 +7.002414733456589602e+00 +8.171032382645080361e+00 +7.155901205529062281e+00 +7.938772927894206077e+00 +8.254325450969645317e+00 +6.655479367891985021e+00 +8.622076491997631820e+00 +7.993985082122890162e+00 +6.603182326380192535e+00 +7.588254576603503665e+00 +7.008545755777959130e+00 +8.041262365646161925e+00 +7.930190575838423683e+00 +7.290557723720212380e+00 +5.031200280855955498e+00 +6.595771203155891271e+00 +8.785782926652700553e+00 +7.643451849027769640e+00 +8.295973963243795879e+00 +8.670686791570005880e+00 +6.697635063644611364e+00 +6.369767358760782372e+00 +6.116802585908772016e+00 +8.104842869047843124e+00 +6.450310201591491932e+00 +8.119850684077391634e+00 +5.925716109251879971e+00 +8.601368133774030866e+00 +6.482619094674646476e+00 +7.889520828066906688e+00 +8.093993907816638966e+00 +7.698735496046538174e+00 +8.481739469026706502e+00 +7.473194077822881809e+00 +6.318823603462533356e+00 +7.339453763925121166e+00 +8.365933055279583641e+00 +7.588056217234679934e+00 +6.054498497700478765e+00 +8.314070859958064830e+00 +8.039623778805889742e+00 +5.683649053413319052e+00 +7.269801716869551456e+00 +7.656838278417126276e+00 +7.311073992209003336e+00 +7.491205308255757700e+00 +6.997499649621204298e+00 +6.293934922371136054e+00 +7.905431733044224529e+00 +8.058809860237943212e+00 +8.243409029078975436e+00 +7.715231762475013966e+00 +7.977591092710554221e+00 +9.194071461626663222e+00 +6.955045704556141573e+00 +7.162169043127050827e+00 +7.142458756790347252e+00 +7.862052652446436696e+00 +7.332286422677952942e+00 +7.183023115811920434e+00 +7.433247199546713091e+00 +5.658119300578164257e+00 +7.339070927065677097e+00 +6.887038544802180695e+00 +8.167293096337743918e+00 +8.024645684299230197e+00 +7.953214993305664393e+00 +8.196827018544809107e+00 +7.650052548158782884e+00 +7.270037190564835328e+00 +6.578223947666629101e+00 +7.503051127665457898e+00 +7.677985435059326846e+00 +7.950452023301750160e+00 +7.389294534313648910e+00 +8.316573552727277274e+00 +6.889566077628387575e+00 +8.352040644492262800e+00 +7.632425862402669736e+00 +8.526906893437626422e+00 +7.680036004621342727e+00 +8.367158520050907100e+00 +9.185776962105592247e+00 +8.153345013193757040e+00 +7.651696818159962277e+00 +8.172975032412523433e+00 +7.094810899469848664e+00 +8.143500055339245591e+00 +7.939124096268642461e+00 +5.338080702559636848e+00 +5.880298475853578566e+00 +7.559316515771115519e+00 +6.719257750447468425e+00 +7.597271294853271684e+00 +8.831199399264278327e+00 +7.759895505855638476e+00 +7.027003142893590848e+00 +4.538841119157495996e+00 +8.841669682187784929e+00 +8.500314648626044800e+00 +6.730627405317136436e+00 +6.993314039397318993e+00 +7.156796544154076400e+00 +7.040354369302804116e+00 +8.181165526135828259e+00 +5.991724192380843306e+00 +7.644595688336266903e+00 +7.974498632640006690e+00 +6.595771203155891271e+00 +7.419645670380305091e+00 +7.065718804544758314e+00 +7.333318527992105373e+00 +7.288416088833855611e+00 +6.972224436457054253e+00 +7.116750619182312221e+00 +8.073544113964544522e+00 +5.444603809249201731e+00 +7.092891614656309685e+00 +8.259160908600279072e+00 +6.181268745675424725e+00 +7.190649936273075582e+00 +9.269943182932820491e+00 +6.887500794601237430e+00 +7.150215816937816271e+00 +5.557778141794415205e+00 +8.020810112575418316e+00 +7.527514595510638173e+00 +8.918215517640419421e+00 +4.538841119157495996e+00 +6.840750695235783496e+00 +8.044453740731114522e+00 +8.125308332391341537e+00 +8.134305704854341457e+00 +9.451335144170570857e+00 +7.085163251046651567e+00 +7.648889319105364848e+00 +8.355819751404396811e+00 +7.587295762962185108e+00 +4.858188478940974164e+00 +7.014042041623270052e+00 +4.858188478940974164e+00 +6.465747611473943834e+00 +8.659075468388437002e+00 +8.666187712926330278e+00 +6.428636925610589969e+00 +7.153023223088439408e+00 +8.004833689573843003e+00 +7.110562698292596906e+00 +7.361904488149775716e+00 +7.162839218954104581e+00 +6.402066628797911108e+00 +7.749166343684009917e+00 +6.728571817096508312e+00 +7.241876716812384984e+00 +7.993229794033595681e+00 +8.302362604667905543e+00 +7.937329135902473354e+00 +7.248361510330596502e+00 +8.438761357710973243e+00 +7.002414733456589602e+00 +7.602558159730506304e+00 +7.727416766146689042e+00 +8.213578652581418282e+00 +6.808764919522673154e+00 +8.083945114498419571e+00 +7.847114952252923104e+00 +7.560889763786235562e+00 +7.409485018602936179e+00 +6.291799480282861623e+00 +7.886842563034406339e+00 +8.328853084869479062e+00 +6.527764715687681019e+00 +6.502993490831158852e+00 +7.361532698314022127e+00 +8.461038912248113775e+00 +5.155991289133453392e+00 +7.417784364317412837e+00 +7.675285955707295216e+00 +6.454437506069098163e+00 +7.669350746242344030e+00 +6.014198366814525798e+00 +7.693765045981308504e+00 +7.894148592605233716e+00 +7.040780052113404963e+00 +4.858188478940974164e+00 +7.548902125672611874e+00 +7.116105780164616590e+00 +6.870376205219145049e+00 +7.504093064291282644e+00 +7.483683277645013732e+00 +8.168123210630255926e+00 +6.890334300049744343e+00 +8.426996146815781685e+00 +7.515315413016196544e+00 +7.186497378250351176e+00 +7.218360333893997449e+00 +7.967222673896685592e+00 +8.128351078780269745e+00 +7.403090053207506571e+00 +8.117791070450948610e+00 +6.687295780770909914e+00 +7.520751502259827248e+00 +7.521347044814774563e+00 +7.725178560694530461e+00 +7.021037400491422886e+00 +7.757150914329031366e+00 +7.468308637159680075e+00 +6.587422066227645701e+00 +7.414668507983606105e+00 +7.608703089965274557e+00 +7.385585651743440394e+00 +7.644850398616199527e+00 +7.245973852009228722e+00 +7.517761080561285780e+00 +8.062131732950092555e+00 +8.206081157387870917e+00 +8.446941097212402383e+00 +6.681851627085052314e+00 +6.692529794559959555e+00 +7.021849900191682536e+00 +6.497307897503105778e+00 +8.207818523586411175e+00 +7.829935067417409300e+00 +7.935390279023977200e+00 +6.465028139260084572e+00 +7.902253262317117333e+00 +6.772022605505753745e+00 +8.033028039557393640e+00 +7.835741591874011647e+00 +6.460757280894540600e+00 +6.643802260493885115e+00 +8.349655657474613690e+00 +7.708946824317990831e+00 +5.939247238603911683e+00 +7.656727873884847213e+00 +6.931590813551338215e+00 +6.117100162858150725e+00 +8.377470076562076429e+00 +9.098216079366011400e+00 +8.289267720459065458e+00 +7.403178728613966086e+00 +6.710551112657412887e+00 +6.980665978839624586e+00 +7.306762885204989288e+00 +7.162370975000612816e+00 +7.725223761111465137e+00 +7.160330891469129710e+00 +8.324238786619844177e+00 +6.544612946751840354e+00 +6.082932924921351514e+00 +7.141204589264361857e+00 +8.463730008165839536e+00 +6.911171808804283501e+00 +6.867445186215718422e+00 +7.550953923348970420e+00 +8.357971586064650182e+00 +5.281306239801779157e+00 +6.708799347236890753e+00 +6.323639992689550127e+00 +6.981468618811959459e+00 +4.818383864267161698e+00 +7.520361014329864702e+00 +8.260666310373835586e+00 +8.122159113509951567e+00 +6.244944830717940931e+00 +7.796560331735690852e+00 +8.487151505014480790e+00 +7.052009515153713437e+00 +6.875169292416558164e+00 +6.896611320558804437e+00 +7.539983107932584971e+00 +7.509244901135843975e+00 +6.883974030043191306e+00 +7.155901205529062281e+00 +7.526858314463424904e+00 +7.380227516440754698e+00 +8.095385696123685193e+00 +7.412377286422724865e+00 +8.281623913787825586e+00 +8.451061425081661582e+00 +8.008281283719043131e+00 +6.940898255501451786e+00 +7.029463750498962327e+00 +7.385403273090105358e+00 +6.409254960008638591e+00 +8.160714170355277020e+00 +8.010212144563865877e+00 +8.077630580414279393e+00 +5.673317419806153339e+00 +8.437317542252458225e+00 +5.754121774950363033e+00 +6.584203686884848139e+00 +7.720208222542623844e+00 +7.984690849725666340e+00 +7.076030453274597676e+00 +7.366090398005781026e+00 +7.653961979490759404e+00 +7.161304089237091830e+00 +7.868019833845210087e+00 +8.150810481279677333e+00 +7.325250285118727334e+00 +8.065027295268009766e+00 +4.858188478940974164e+00 +8.071577737734060065e+00 +7.902253262317117333e+00 +6.753355095792812790e+00 +4.507112677000577605e+00 +8.380403536350968352e+00 +8.016541759783649468e+00 +6.694496503807840782e+00 +8.090419766398099455e+00 +7.234618202378442220e+00 +5.592986923211810790e+00 +7.898774652452175360e+00 +8.012858942927778116e+00 +7.465587344916457369e+00 +6.196190880121321243e+00 +6.120368729408710351e+00 +6.765083940538261231e+00 +8.625629469680461625e+00 +8.002216953852439474e+00 +6.148007978563782672e+00 +5.751462989367155387e+00 +7.171539323698198132e+00 +7.224979337229342491e+00 +7.761859339019338222e+00 +7.448436605840470293e+00 +7.226632340996729909e+00 +7.565623526466424664e+00 +5.441900291014007962e+00 +7.121478249789561232e+00 +7.374077561206377140e+00 +6.609930551929664944e+00 +8.604019748725022509e+00 +7.725684959005775454e+00 +5.281117971405819844e+00 +8.051815379991239752e+00 +6.673773537362194475e+00 +8.099895352407656901e+00 +6.933433791128209123e+00 +6.582434235572236503e+00 +4.481784475923632272e+00 +7.934954751041914278e+00 +7.849615337857812847e+00 +6.992922766510673682e+00 +5.656592427588748251e+00 +6.071756688731511531e+00 +5.655981565096681152e+00 +7.251673368224146543e+00 +6.853397026377479051e+00 +7.138287735183894256e+00 +7.479051028790308919e+00 +8.429229215792020113e+00 +7.357940036661602790e+00 +7.078834764502062171e+00 +4.858188478940974164e+00 +8.021269261931593064e+00 +7.208981288875293103e+00 +9.129245855094268336e+00 +8.839006934005738003e+00 +6.986216800031797902e+00 +7.306042492232336372e+00 +7.997936662007305131e+00 +7.283609859675379994e+00 +7.453346314350255852e+00 +8.721246466699540179e+00 +7.663033497793549031e+00 +9.671393464280754415e+00 +7.162741776077837130e+00 +7.646395310954630986e+00 +5.631083690344439674e+00 +7.433616028600226855e+00 +8.259907332522743673e+00 +7.048739843711246067e+00 +7.216275847342330962e+00 +5.650700263429371262e+00 +7.828841614319117070e+00 +6.104559772626544145e+00 +7.566225243837379821e+00 +7.822334755035626586e+00 +7.694778237615537364e+00 +8.304260789831459988e+00 +5.030475877229264370e+00 +7.671132284764098586e+00 +8.233260788311326905e+00 +7.020867525399353326e+00 +7.421790743593646766e+00 +7.914634615538943763e+00 +8.078347710362322687e+00 +7.875380220087663474e+00 +8.074279995602864801e+00 +7.145480867221522203e+00 +7.780168858275828825e+00 +7.165694999449897296e+00 +7.306840569526684703e+00 +6.301723455404044216e+00 +6.216850067688483250e+00 +6.076996279987724847e+00 +8.133003510483376886e+00 +7.271640320659571444e+00 +6.904085499492794042e+00 +7.729682856902400090e+00 +6.206943992549895484e+00 +9.172453612034132675e+00 +8.120085616142205254e+00 +8.234778587634082214e+00 +8.542027753807815316e+00 +7.095195697977942473e+00 +7.499409049090900226e+00 +7.975866809196304530e+00 +5.658119300578164257e+00 +7.967222673896685592e+00 +7.052009515153713437e+00 +7.504988008002328570e+00 +8.044285212377417338e+00 +7.470145777767811524e+00 +7.001392463351294282e+00 +6.204834680872863828e+00 +7.108518993243706063e+00 +8.069259379318282299e+00 +7.171539323698198132e+00 +7.128246683337692957e+00 +7.947612881862823997e+00 +7.971823123994454363e+00 +7.748378562589095964e+00 +6.509105627476856171e+00 +8.383157181778187805e+00 +7.048682419322176429e+00 +5.287904599810190120e+00 +7.306838604144104465e+00 +5.551203419386183668e+00 +7.700353831908159918e+00 +6.865100300162794156e+00 +8.059716762332755025e+00 +6.100889918059692718e+00 +6.697635063644611364e+00 +7.874620250955103984e+00 +7.664571072351009207e+00 +8.172575881077136728e+00 +7.506280950828113419e+00 +7.869379506704262894e+00 +8.417064333865255321e+00 +7.310381856409094325e+00 +6.719451443672369351e+00 +7.426665778557890008e+00 +7.205138364926824579e+00 +8.287822497260094678e+00 +6.579444984807651053e+00 +5.631083690344439674e+00 +7.935268413365065499e+00 +8.957108349200098019e+00 +6.794479383075213264e+00 +7.706060683110990794e+00 +6.901451161436398252e+00 +9.144819984473087970e+00 +8.123497693099579919e+00 +7.848267825123002694e+00 +7.166793475612848852e+00 +6.924665736644328717e+00 +6.007966216268869175e+00 +6.901451161436398252e+00 +8.368097265202322887e+00 +5.752888832494136295e+00 +6.291502384579416685e+00 +6.259441028577839461e+00 +7.862718788134316128e+00 +7.478330180340890365e+00 +8.178951300894823362e+00 +8.083945114498419571e+00 +7.835549051726502512e+00 +7.141519488274298055e+00 +8.133728011129278457e+00 +7.053144517946293490e+00 +8.038552619033907831e+00 +7.504479392114717484e+00 +7.366534164178574429e+00 +7.963387242672979482e+00 +6.776819231310128089e+00 +7.261408425396894017e+00 +7.702677511061210680e+00 +7.382042791487492650e+00 +7.779210180943209707e+00 +8.589458855847624363e+00 +8.264293695872311218e+00 +7.253128692097561725e+00 +6.718681917410322058e+00 +7.142458756790347252e+00 +8.019770857732510194e+00 +7.392420504461370001e+00 +7.823803898653750366e+00 +8.353625893825665116e+00 +7.545320814033402712e+00 +8.029067653583297215e+00 +8.013110839926412154e+00 +7.591230714312132477e+00 +7.769201464223897347e+00 +7.670328313270601939e+00 +7.957142789663521398e+00 +8.275793847881686816e+00 +7.792942276713347383e+00 +7.217869964689271001e+00 +8.481591770536397235e+00 +7.676907670608670742e+00 +7.371452908349965583e+00 +7.460799447100725956e+00 +7.245716713616729976e+00 +7.688685637713206233e+00 +8.236891446652862214e+00 +7.521346903929043037e+00 +8.609020848602085607e+00 +6.019152253251377260e+00 +7.727021642809177138e+00 +7.960179451979001897e+00 +8.378038294209545711e+00 +8.317355300897361303e+00 +7.398899289079963637e+00 +6.928664856650811998e+00 +6.868401012593494670e+00 +7.939270429518728633e+00 +6.042045484328355087e+00 +8.027498327388002508e+00 +6.867417688990371971e+00 +7.269687381901803747e+00 +7.660775068872681004e+00 +8.082252604968289234e+00 +7.696665711362129514e+00 +9.015788064320986450e+00 +7.870529820021147316e+00 +6.807777012957558327e+00 +7.180179677750402334e+00 +7.490433042168206157e+00 +4.858188478940974164e+00 +8.315151429322668264e+00 +6.515798213712969300e+00 +7.637020480009596213e+00 +7.199449433392146602e+00 +7.678865347706050670e+00 +7.716659319101381698e+00 +8.071389529191492329e+00 +8.049172487123996689e+00 +7.812465335997330840e+00 +7.282425414126464602e+00 +7.814578626104776049e+00 +8.002004430753913766e+00 +7.280151413885050715e+00 +7.144618369090949273e+00 +6.738959497449741320e+00 +6.464961626104468451e+00 +7.607874759438345791e+00 +4.762382186904233095e+00 +8.293809758441511804e+00 +7.658392640120382566e+00 +8.023787509813701035e+00 +8.019045889427616203e+00 +7.171539323698198132e+00 +8.320614582440157392e+00 +7.003060594309317821e+00 +8.315151429322668264e+00 +7.547772435642855271e+00 +7.574863355082925409e+00 +8.138592275105111185e+00 +6.892366617639254400e+00 +9.155207671641619527e+00 +8.125640194763491309e+00 +7.283609859675379994e+00 +7.333301622721592139e+00 +6.621631604373305890e+00 +5.166543932923559623e+00 +5.861926315370965312e+00 +6.874598337465158693e+00 +6.424138664872316440e+00 +7.703978101189022709e+00 +7.793642602276122489e+00 +7.901941678808725555e+00 +7.739962951767665800e+00 +6.350753947268458433e+00 +7.708424914000715944e+00 +6.700238776045353006e+00 +8.021922211077253451e+00 +6.622779434050698910e+00 +8.148252174437857320e+00 +7.228955644612142351e+00 +7.518036884702269163e+00 +7.188719020807184279e+00 +6.536066587622826773e+00 +8.338665284528360644e+00 +7.875380220087663474e+00 +6.737388960690168460e+00 +6.861094459890864528e+00 +7.427582436760076234e+00 +7.530220935715078667e+00 +8.175451773911845521e+00 +6.770496663972608076e+00 +7.171539323698198132e+00 +7.084188881997761200e+00 +7.883307303922720166e+00 +6.896455795158090041e+00 +6.394143614320910274e+00 +7.605124930967576802e+00 +5.260883747065236093e+00 +5.902225202139106841e+00 +7.480786484505642875e+00 +7.967222673896685592e+00 +6.895857684964539658e+00 +7.944949301734141045e+00 +8.004684295171045960e+00 +6.761093646687186265e+00 +8.635195418692092062e+00 +8.017642627853547310e+00 +8.036048329180630390e+00 +6.342193753757783270e+00 +6.765504031979162392e+00 +8.094837530284166860e+00 +8.430392316495272098e+00 +7.286618949714465998e+00 +7.417411987732521084e+00 +7.700252027716942393e+00 +8.122583780628247041e+00 +7.114333044587965560e+00 +7.373313653555669589e+00 +6.816625423638470238e+00 +7.930199248616190744e+00 +7.607990142111702880e+00 +7.150093111491969466e+00 +6.149333442443094100e+00 +7.126423757351403765e+00 +6.002199317094891740e+00 +6.250081335148934158e+00 +7.761838839253414335e+00 +7.518826376575816539e+00 +4.818383864267161698e+00 +7.961752077940218442e+00 +7.591222814627599291e+00 +6.619534463363379473e+00 +7.779798115554967808e+00 +5.941159161495761509e+00 +8.010085295896715252e+00 +8.026297121926745604e+00 +8.334689935983988107e+00 +7.909464299577848578e+00 +8.316421493147117872e+00 +8.141561379274207866e+00 +7.270877082740298647e+00 +6.783143614754862938e+00 +8.206697414579593897e+00 +6.222099301942307648e+00 +7.179254474066510738e+00 +7.310649036946415436e+00 +7.411181585026497487e+00 +7.386917114812604268e+00 +8.092202356884627079e+00 +7.432226500321576168e+00 +5.672666166129602061e+00 +7.382987096126726101e+00 +7.841976881264599797e+00 +7.536100353010169783e+00 +9.183675315913660597e+00 +6.547742789146923315e+00 +7.388847954752236546e+00 +7.775583504906535381e+00 +8.462137089803945855e+00 +7.570870017746074154e+00 +6.965152141293856403e+00 +6.390555728062281560e+00 +8.181366226310728962e+00 +6.863436815187014872e+00 +7.276115902478977659e+00 +7.638023831138980313e+00 +7.496985899977516965e+00 +6.844371359199158178e+00 +7.500827669765840255e+00 +7.721471890323300613e+00 +8.688502247382984933e+00 +6.403946401926532417e+00 +8.002225185446604883e+00 +8.001262417531961546e+00 +7.532219908750448667e+00 +7.171539323698198132e+00 +6.824482674625869549e+00 +7.801386347599418514e+00 +7.118331498113093403e+00 +8.193454027106326976e+00 +7.585271423104586574e+00 +7.790866826172532456e+00 +8.067609556064780918e+00 +7.655937054854803137e+00 +6.134487254621035390e+00 +7.082804212080645812e+00 +5.411573305916590471e+00 +8.279284448486123438e+00 +6.761061460164910386e+00 +7.727607397415340529e+00 +5.838660446914218483e+00 +6.724867642994922790e+00 +7.942608695987928513e+00 +6.577039927849000378e+00 +7.851364150187237101e+00 +7.478985422933874361e+00 +7.152647517449167935e+00 +7.323743851763993007e+00 +7.564346995646246796e+00 +7.261831858703317266e+00 +6.867445186215718422e+00 +7.191096231108986103e+00 +8.227735996628780413e+00 +8.010658090248853114e+00 +7.051381287711137702e+00 +7.560674680155443639e+00 +8.076317970378113387e+00 +7.208000063107192545e+00 +6.286651951975272823e+00 +7.130010495173792151e+00 +7.225102143321691983e+00 +7.509545154052375437e+00 +6.865452507184727438e+00 +7.677985435059326846e+00 +7.026937896160234232e+00 +8.705540704469058255e+00 +7.412540454335612594e+00 +7.506703640152863954e+00 +6.346176770520287391e+00 +7.989790520652604755e+00 +7.159812791511285468e+00 +7.175083609345620062e+00 +6.071756688731511531e+00 +8.068986359492100746e+00 +7.014693873538362823e+00 +8.085544996876706136e+00 +7.286687603698737803e+00 +6.876755656129716954e+00 +6.823647902849188540e+00 +6.380253630061815784e+00 +7.751124873860590014e+00 +8.255101282150008046e+00 +7.475468849477692856e+00 +4.818383864267161698e+00 +6.431039748700641212e+00 +8.339689244131477608e+00 +7.175300947497362358e+00 +5.989210425027977180e+00 +7.614129195452733256e+00 +5.880696195450127561e+00 +8.180944506035757513e+00 +7.617547933748028299e+00 +8.103225233122429927e+00 +7.348066392391501722e+00 +7.413923812980101502e+00 +8.323762067594088876e+00 +8.143032461900475028e+00 +4.456324323410399302e+00 +7.377855288926184585e+00 +5.980811408174304233e+00 +7.085865284549981880e+00 +6.870087239159602177e+00 +7.956392364806561091e+00 +6.596290845659041224e+00 +7.985796595257852459e+00 +8.453169313316720945e+00 +4.818383864267161698e+00 +6.065875720612893929e+00 +8.120014402488777705e+00 +7.547796710368857021e+00 +8.164269930956379540e+00 +6.775719999815009942e+00 +9.086358597112393909e+00 +7.351586665842205548e+00 +7.494074465394533036e+00 +8.312650748590385774e+00 +7.492312915375350713e+00 +7.826456000577309169e+00 +5.574792920347590552e+00 +8.304260789831459988e+00 +8.064245707841109834e+00 +6.215217171256426809e+00 +7.300120366435749020e+00 +7.277708571691618999e+00 +7.472386681732132274e+00 +7.051589974637408886e+00 +8.589243921191155096e+00 +7.861379403458158777e+00 +7.590493250657345925e+00 +6.284291215460143576e+00 +7.593480301981344383e+00 +6.946548829027506144e+00 +4.538841119157495996e+00 +7.409111155881873856e+00 +7.822405247456572397e+00 +7.178991248154034110e+00 +8.186217009767915442e+00 +7.305058939579794242e+00 +8.682688255618359108e+00 +7.864085141366103926e+00 +7.141210074663376872e+00 +6.350873400071577635e+00 +7.814236152542889613e+00 +6.199256628136936342e+00 +6.882705614549649908e+00 +7.578653301270151132e+00 +7.781910809618239000e+00 +5.166543932923559623e+00 +7.932581593171107670e+00 +4.858188478940974164e+00 +7.786331373812117818e+00 +6.954032553831893892e+00 +5.640914735794922308e+00 +7.746703426000294712e+00 +8.421068618922163296e+00 +6.457549283386015304e+00 +7.573740244393320609e+00 +5.709952347978287435e+00 +7.982930164811023133e+00 +7.782728507171214005e+00 +7.079349111275860196e+00 +8.079067919825320132e+00 +5.287904599810190120e+00 +6.761584055612729571e+00 +7.264414580412449141e+00 +7.178361293184934766e+00 +7.848908199429843080e+00 +8.156224675934026891e+00 +7.052147717725802067e+00 +8.387524685287189641e+00 +7.017043468706106069e+00 +8.188573035217814322e+00 +5.677816761978192517e+00 +8.185929010323434341e+00 +7.795784929323417600e+00 +6.318937449096210912e+00 +8.389885763748679892e+00 +8.152803761830455187e+00 +7.056914268853233807e+00 +7.367403992661820666e+00 +8.825121697597751336e+00 +8.054436331260149018e+00 +7.745187196097049309e+00 +7.321172804588059080e+00 +7.758715054564618185e+00 +6.131989037649418606e+00 +7.584740707382934488e+00 +8.351176697002756555e+00 +8.071036807991276874e+00 +8.596475315972384124e+00 +6.040725062677211099e+00 +7.816272339583520079e+00 +7.664062436667791189e+00 +7.749873670887609478e+00 +7.306762885204989288e+00 +6.064562325766928552e+00 +7.205622716293419217e+00 +7.579449792744071601e+00 +7.835476339390879730e+00 +7.050700916279765806e+00 +7.150215816937816271e+00 +6.845853688801980752e+00 +7.832023403717357724e+00 +7.502741690287621168e+00 +7.756769870814423484e+00 +7.339074725255159137e+00 +7.654659235953204188e+00 +7.171539323698198132e+00 +7.893397906627342309e+00 +8.053655865403015923e+00 +5.237358797257002152e+00 +8.038747917857563152e+00 +7.832348540171096829e+00 +7.537392074978015444e+00 +7.784524282763413794e+00 +7.816672676753114501e+00 +8.235830787989016244e+00 +7.283609859675379994e+00 +7.437109493242587632e+00 +7.085605520067019825e+00 +8.064794012505899445e+00 +8.076115241552543011e+00 +6.448532496605366759e+00 +8.035207064033329516e+00 +6.270918782055105112e+00 +6.791505779781800811e+00 +5.631083690344439674e+00 +8.109979591421961231e+00 +7.978238405665251776e+00 +9.421190790173113783e+00 +7.617804379731296649e+00 +5.417034517247884651e+00 +7.381148626316189620e+00 +7.526858314463424904e+00 +6.548117579557583667e+00 +7.995779400068840914e+00 +7.382639504913640849e+00 +6.399850522934229957e+00 +7.801538815808726213e+00 +7.607640459632420971e+00 +6.832530903039241821e+00 +7.887565354986691091e+00 +5.954230867887417844e+00 +5.311429459131431940e+00 +6.475952723089449137e+00 +7.631963250102671736e+00 +7.255187628227304231e+00 +7.065718804544758314e+00 +7.664090227580800274e+00 +7.163966057019479194e+00 +6.752414635996956349e+00 +6.390555728062281560e+00 +7.463230261234912177e+00 +8.584484753424931114e+00 +8.380506647943548160e+00 +7.450117021729965927e+00 +6.867445186215718422e+00 +9.470733039644983364e+00 +6.362121388377545372e+00 +7.547679208851150179e+00 +8.358340684558243083e+00 +8.232485173100030806e+00 +7.179312778897383396e+00 +5.713621394084384519e+00 +7.623177012010273756e+00 +7.821527663969391142e+00 +7.600413950729034696e+00 +5.870566165779109724e+00 +7.480340425978283747e+00 +6.919707184735216288e+00 +7.181836193353774433e+00 +6.197564643589885236e+00 +8.369489802256339317e+00 +7.440941119225044531e+00 +8.073773926668764034e+00 +7.382055895598568895e+00 +8.183121465342082956e+00 +7.199196091922203777e+00 +7.110623871813459118e+00 +6.019152253251377260e+00 +7.034983203998308454e+00 +6.541955265797696484e+00 +5.895226202722824382e+00 +7.799479917556709552e+00 +7.823298915654049779e+00 +8.116447165680256148e+00 +7.503325919982216874e+00 +8.454712041062521166e+00 +7.716532751760496467e+00 +7.267161522575406707e+00 +8.510671942656699684e+00 +5.691988918160404864e+00 +6.375848215108362638e+00 +7.585305646955475822e+00 +7.581759321577465016e+00 +7.480122673669484357e+00 +7.083247452281284495e+00 +7.130063271277776948e+00 +7.744787779459329613e+00 +7.260603006504425139e+00 +7.099297807577841013e+00 +6.331900657318328740e+00 +8.385273376060467854e+00 +6.298344910002015240e+00 +7.171539323698198132e+00 +6.269270264579517971e+00 +8.055990066555295925e+00 +8.432930297274197073e+00 +7.286229037453722412e+00 +7.572059819382502610e+00 +7.954902552095518331e+00 +7.594247005192755751e+00 +8.269360790438440745e+00 +7.721320064718838694e+00 +6.374036376137610205e+00 +7.587718238851721253e+00 +6.369767358760782372e+00 +7.512300687546030531e+00 +7.721177405337130040e+00 +8.096353840413030412e+00 +7.761859339019338222e+00 +6.944055180422765261e+00 +7.087501394264108967e+00 +5.800355722291442362e+00 +6.854227918812284770e+00 +8.541087917194545298e+00 +6.874598337465158693e+00 +6.291895612017469830e+00 +7.587055732996304869e+00 +5.513856692316494446e+00 +7.653862910258339980e+00 +6.219794407626523025e+00 +8.102261218307376112e+00 +7.225874127850602235e+00 +8.123865367375856295e+00 +7.971548357202209445e+00 +8.408775691141272546e+00 +7.171539323698198132e+00 +7.597271294853271684e+00 +7.711231415257771005e+00 +8.292898644614524528e+00 +4.581514161596032864e+00 +8.139132986956155946e+00 +7.936188935523205146e+00 +7.443535401902863669e+00 +7.663060601253619097e+00 +5.144583493255140638e+00 +7.993538762064417824e+00 +7.504999756163670099e+00 +6.777798153518688196e+00 +6.345221282948386943e+00 +7.859746748642464809e+00 +7.794024519811955543e+00 +7.443107565487935062e+00 +6.135904038251283055e+00 +7.758217493926167663e+00 +7.775359163664234075e+00 +7.907290253579503769e+00 +8.052145152827051788e+00 +7.712980565958332591e+00 +6.646775691172933875e+00 +5.669771311597742169e+00 +6.298697188467031083e+00 +4.396306683641569180e+00 +7.863534216950029077e+00 +8.664179751418942033e+00 +7.688988791131123435e+00 +5.902225202139106841e+00 +8.253526124774907657e+00 +8.346012182642880362e+00 +8.190172286594133766e+00 +6.065875720612893929e+00 +7.481069321068389399e+00 +7.389269289445564937e+00 +7.351459937620347773e+00 +7.898483457097881910e+00 +8.245258382899010030e+00 +6.538038743636661820e+00 +7.749166343684009917e+00 +7.021037400491422886e+00 +6.821430720299758832e+00 +7.319992206801998691e+00 +7.478922912276630086e+00 +7.534811232739230036e+00 +5.707573643742307468e+00 +7.486886632063942670e+00 +8.016364643999168038e+00 +7.738366123131072527e+00 +8.439068799522829067e+00 +7.605428286175538233e+00 +5.683649053413319052e+00 +7.890195418611710920e+00 +7.772422843240292423e+00 +7.651229799621432903e+00 +7.453823802151418931e+00 +7.768076624498917226e+00 +6.776069838633702602e+00 +6.602223408525787818e+00 +7.271656228958363499e+00 +8.494388810612235829e+00 +7.576997082296202279e+00 +7.654170654590870981e+00 +8.258888012282568525e+00 +7.533293728602984629e+00 +7.085865284549981880e+00 +7.207885599874316540e+00 +8.235232785597872862e+00 +8.104978362620840926e+00 +7.815212337950015353e+00 +7.193460380819942657e+00 +7.733431116808333172e+00 +8.120943210327368433e+00 +6.591695447171787237e+00 +6.362121388377545372e+00 +8.116196035806751752e+00 +7.282584490210865624e+00 +8.290950010148662841e+00 +8.038383860250633006e+00 +7.859721703484865429e+00 +8.092614868296095665e+00 +8.501839368392666074e+00 +7.753767373663777107e+00 +6.442718802349190810e+00 +7.981815191987152502e+00 +8.456395412157689861e+00 +7.682272248606295761e+00 +8.199419069393570680e+00 +6.995863681656828703e+00 +8.292355865064109821e+00 +6.529154959459901875e+00 +8.183307890615196811e+00 +7.427349762936046318e+00 +7.868833493913825805e+00 +6.431281842652424530e+00 +7.558480552012952103e+00 +6.867445186215718422e+00 +5.861014298387090093e+00 +7.343569099502474273e+00 +7.051589974637408886e+00 +6.703470100645517959e+00 +6.284557522433715349e+00 +6.581107119763601077e+00 +6.961397130688055768e+00 +8.194453351358333748e+00 +7.794787972698486556e+00 +7.286105262503042468e+00 +7.880383794199588010e+00 +7.294571685312803311e+00 +8.054442526618913689e+00 +7.702351884945528582e+00 +8.486988754772482935e+00 +7.909464299577848578e+00 +7.817706315037867171e+00 +8.678842185679059185e+00 +7.346999359830988396e+00 +6.876555066691253160e+00 +6.638676361810667004e+00 +8.190323453272867482e+00 +6.384058971623574053e+00 +8.044586140773436256e+00 +7.943425736138898685e+00 diff --git a/chris/task_cellvol_predictions.csv b/chris/task_cellvol_predictions.csv new file mode 100644 index 0000000..31485d8 --- /dev/null +++ b/chris/task_cellvol_predictions.csv @@ -0,0 +1,3363 @@ +1.041231547518564184e+03 +1.097725359139668171e+03 +1.163666384898878277e+03 +9.932548556797737547e+02 +1.330362615610956709e+03 +7.482007900442849859e+02 +1.100930999425010668e+03 +9.949984979598953032e+02 +1.181398287688854907e+03 +9.264931323092718003e+02 +9.153554976992199954e+02 +1.140420693240184391e+03 +9.407850968207646929e+02 +1.140412909362801656e+03 +7.652348650190822354e+02 +7.781777331673285971e+02 +1.078865983353590082e+03 +8.470428429259384302e+02 +1.060762318476259452e+03 +1.050986389556045651e+03 +9.704851483975828614e+02 +1.144226523695018159e+03 +1.044722060942237022e+03 +7.589235808650873878e+02 +1.073612850636189251e+03 +7.255919942155480840e+02 +1.038911134103244422e+03 +7.204287091533407192e+02 +6.173168476005382672e+02 +1.174022642351699233e+03 +7.289691709453593376e+02 +4.243435250981496552e+02 +5.000772643654042895e+02 +1.054987903884516072e+03 +9.420787318284402545e+02 +9.816447470281182177e+02 +1.031098953835030443e+03 +9.493942900595548053e+02 +4.259336793067941471e+02 +8.375155055468453611e+02 +1.239559485308780950e+03 +6.764954694333684984e+02 +7.146441143046165507e+02 +8.016361001366096843e+02 +1.194193107165312085e+03 +6.400798757386455691e+02 +9.418296651030333351e+02 +5.349596315622707152e+02 +1.086635501043531121e+03 +9.358727933491231852e+02 +1.190041235862806388e+03 +9.344593350671017333e+02 +1.116076309724870953e+03 +7.195802058483484416e+02 +9.703404708449671716e+02 +5.438032507474947579e+02 +7.179163535419385198e+02 +1.053878398407567602e+03 +1.152764464056569068e+03 +1.153235320658315004e+03 +1.099196623392047513e+03 +1.038965368246146909e+03 +3.180232056079796621e+02 +6.744573191925912852e+02 +8.834321011190920672e+02 +6.397988972750542871e+02 +1.035174813305186717e+03 +9.460889498485952345e+02 +9.100630665120429512e+02 +1.309138387964988851e+03 +1.110351832451934115e+03 +9.850387900850223559e+02 +1.434162388959360214e+03 +9.573478753208854641e+02 +1.038965368246146909e+03 +1.034254750651778068e+03 +9.194902404844997363e+02 +9.488164912226371825e+02 +4.442119049324145976e+02 +6.171973314026711250e+02 +1.246983972282735976e+03 +7.523927178269693741e+02 +1.054267437856103697e+03 +1.192589072079253128e+03 +4.455302441730116243e+02 +6.756403931077975358e+02 +9.330474463554901376e+02 +1.108805631488292420e+03 +1.047367342660639451e+03 +1.124318120396528911e+03 +1.000696162326429430e+03 +6.639941053055035809e+02 +7.765790567979038315e+02 +1.072805411117156837e+03 +7.816186030988772018e+02 +1.138488023930177633e+03 +8.390570334630788238e+02 +8.902705554854342154e+02 +6.090310081168829583e+02 +7.570212365292326240e+02 +1.194084800640764115e+03 +1.032131501448325935e+03 +1.238105058251584978e+03 +8.196175469149818582e+02 +1.023219834873416858e+03 +1.104191047495552993e+03 +9.831361196277633780e+02 +8.647384343135512381e+02 +1.105191759753154429e+03 +3.180232056079796621e+02 +8.865570662091365648e+02 +1.985472904142735615e+02 +7.570212365292326240e+02 +7.474451980922999610e+02 +7.240605551575558820e+02 +9.252596319042004325e+02 +9.278518744889834124e+02 +4.499793024745346202e+02 +9.125014621152449763e+02 +9.924518856230934034e+02 +9.322961886650091401e+02 +9.585657840904318618e+02 +7.118761322157270115e+02 +9.924518856230934034e+02 +1.303412446777301284e+03 +8.015891341495300821e+02 +9.662249015758395672e+02 +9.713213424220946308e+02 +6.144476626159771513e+02 +6.671256724227063160e+02 +3.967405519339674811e+02 +6.653785356042770900e+02 +5.486048065183671270e+02 +1.045374926130115909e+03 +4.089919864017324471e+02 +1.007012634388998094e+03 +8.042561101551053753e+02 +1.025457988457656029e+03 +8.306433718578755361e+02 +9.531436022474067613e+02 +9.296338220158763761e+02 +1.104993856792851147e+03 +1.307022025208229934e+03 +7.927044637108034522e+02 +1.031109897243669820e+03 +7.454040052901948457e+02 +9.090972260520860573e+02 +9.906817699106436521e+02 +4.975249106093592673e+02 +1.024575323831272954e+03 +1.014285606079636636e+03 +9.752349094245296328e+02 +9.794946525259655346e+02 +1.041453880704018502e+03 +7.479599515809550212e+02 +6.869590839061311272e+02 +8.157511334950929722e+02 +1.180846187242214000e+03 +1.000718017446328986e+03 +1.220211287603179699e+03 +1.153016743327762924e+03 +5.820134924897049586e+02 +9.303555281820633809e+02 +9.164080213357319735e+02 +1.131644396057211679e+03 +1.171751827069997489e+03 +9.314940928580559785e+02 +1.045569423070951871e+03 +6.590284419960901232e+02 +1.001086013599310377e+03 +1.256868170366789855e+03 +2.922267713443505954e+02 +7.853842414754632273e+02 +5.725068604503593406e+02 +3.180232056079796621e+02 +5.323687710962177562e+02 +5.517432578625312090e+02 +1.203881585468376443e+03 +1.033347975928642882e+03 +8.312372636856696317e+02 +6.784017737960149361e+02 +6.615773793419216418e+02 +1.253908969699087720e+03 +3.180232056079796621e+02 +6.771475730041005363e+02 +5.336422559387722231e+02 +7.664957814398912888e+02 +8.916918038998423981e+02 +1.184821733515414508e+03 +1.199088137858078653e+03 +8.172689172277088119e+02 +1.103987754682598506e+03 +7.030867405231622342e+02 +1.148785257769152850e+03 +3.238200419111516339e+02 +7.461792678188464834e+02 +1.238712276639491392e+03 +6.187118355973976804e+02 +9.194902404844997363e+02 +5.397330213490615733e+02 +7.365549138683261390e+02 +9.535321981388433414e+02 +1.253009237980634680e+03 +1.137840789798351125e+03 +4.196452583657392097e+02 +8.953897796913663569e+02 +1.123426857086318705e+03 +8.555532153778722204e+02 +1.309059277595813001e+03 +7.059059202437874774e+02 +8.765589566148489666e+02 +7.724259285710459153e+02 +1.048195989861947965e+03 +1.296249560419689715e+03 +5.901832198254826380e+02 +1.063190451583760023e+03 +1.133921485772878896e+03 +1.163515873031898536e+03 +1.064395297810344800e+03 +6.644154838105018825e+02 +8.004516677285789683e+02 +9.738772093575539657e+02 +1.157850283857069826e+03 +1.018869574341056818e+03 +5.965048643381787770e+02 +9.736021625768726153e+02 +5.901497822451939328e+02 +1.388013974689049974e+03 +8.531873507075008547e+02 +9.887354796697825350e+02 +1.045876790040458445e+03 +9.985850220309093856e+02 +1.051255285606065627e+03 +6.408785599473476395e+02 +5.217572240434622017e+02 +1.202816339176745259e+03 +2.683791612979449610e+02 +8.113562790119101464e+02 +1.007541507474251716e+03 +7.916813169006853741e+02 +7.146441143046165507e+02 +7.770849332280533872e+02 +1.079584700787032034e+03 +1.191044135210967397e+03 +1.142191922315765851e+03 +8.516752339759511869e+02 +8.914533538039834184e+02 +6.285251697384530871e+02 +1.341346920091049469e+03 +8.646122805200295716e+02 +1.161534525331573377e+03 +9.938319432541261449e+02 +1.264403296865405309e+03 +5.921219509586640015e+02 +4.897065775534524619e+02 +8.795187562998461317e+02 +7.283651961554990066e+02 +8.834311332053439401e+02 +9.651805791503811633e+02 +9.843545516102570900e+02 +5.805186197765705174e+02 +8.272216981152755579e+02 +5.971648707067586201e+02 +9.867463944406046039e+02 +7.222077718782848024e+02 +7.801654209139463774e+02 +7.196646472356674167e+02 +9.158721310028287235e+02 +7.400621990707368241e+02 +4.351826761987183545e+02 +9.576961022207545966e+02 +1.056211370134825756e+03 +1.119650556370891309e+03 +9.287911603083639420e+02 +5.831280883257272762e+02 +2.683791612979449610e+02 +7.724338835420835494e+02 +6.752946310015015570e+02 +1.250909249002667366e+03 +9.448970818965209446e+02 +8.791006316211428384e+02 +1.090700253338351558e+03 +1.184394819214130848e+03 +7.420133158257308423e+02 +1.197855388611878880e+03 +1.088064371106211411e+03 +9.963602958692283664e+02 +1.077969110582971098e+03 +8.978492893190046971e+02 +1.043506791412143684e+03 +9.841319640594074372e+02 +9.589366610916400759e+02 +9.563661970105052887e+02 +9.058845576519074712e+02 +1.144226523695018159e+03 +9.686467752052917604e+02 +8.706733082160517370e+02 +6.746007517367228274e+02 +1.273998731952298840e+03 +1.102950528431823841e+03 +8.383416635754940671e+02 +1.081208251752916794e+03 +5.773969691451966355e+02 +1.031109897243669820e+03 +1.161310320367268559e+03 +7.367172607667996544e+02 +8.601114257805074885e+02 +6.752946310015015570e+02 +1.169916931241164320e+03 +4.123117857865715905e+02 +1.102461592350420915e+03 +8.653308350441665198e+02 +1.321727010009125934e+03 +8.575337933125379095e+02 +8.895734425287148497e+02 +6.204997136879874233e+02 +8.522069987739278076e+02 +7.051387055469713232e+02 +5.524063889315382312e+02 +9.862363084647300866e+02 +1.140458812490808668e+03 +1.201334957251422566e+03 +8.199516369201153339e+02 +9.821978962386687044e+02 +1.101940967336825906e+03 +1.045369915701538730e+03 +1.138105228863254524e+03 +7.848062455848278205e+02 +8.608776357503680856e+02 +1.188532775402942207e+03 +7.395966076496929418e+02 +4.442119049324145976e+02 +8.858894523205982523e+02 +1.104701122894753098e+03 +4.974489390113067202e+02 +1.307306040154839593e+03 +8.926489415590242515e+02 +7.119847048690949123e+02 +7.438018127766314365e+02 +9.217249075414561048e+02 +1.057507716462748704e+03 +3.180232056079796621e+02 +9.600465491286247470e+02 +6.424018821948079676e+02 +1.123609363214592577e+03 +1.165605400313069595e+03 +5.490279333980818137e+02 +1.353128489395774750e+03 +1.255572453687588677e+03 +1.066039034713637193e+03 +1.151151129760962021e+03 +8.589229720515563713e+02 +1.105525467726428815e+03 +9.756358544512725075e+02 +6.315853220861295085e+02 +6.878450454655335307e+02 +9.826926313112111302e+02 +6.159005568482012904e+02 +1.106668059743106596e+03 +9.765605400697965024e+02 +1.033868765048335717e+03 +1.076787578109380320e+03 +5.095014929437926412e+02 +1.161975211349933943e+03 +1.032843013099388600e+03 +1.010484056878075080e+03 +8.275730929409083956e+02 +1.170768794911561827e+03 +8.596649930878973009e+02 +8.056676052137904662e+02 +8.788187425571638869e+02 +1.301788495940160828e+03 +1.217746367788533689e+03 +4.655612609850749095e+02 +7.723026840113284379e+02 +8.699672288694889630e+02 +8.122845319490185148e+02 +1.069214691664302109e+03 +6.716235465421605113e+02 +1.318310258962324724e+03 +1.070365790920121526e+03 +1.120718976755864560e+03 +7.773373323494594160e+02 +7.466631907698174473e+02 +1.397328066105399557e+03 +9.513376872017632877e+02 +1.007694020786451006e+03 +1.150024778115960771e+03 +9.384646673590277715e+02 +9.804320660827750089e+02 +9.168069107751387037e+02 +4.157122854594821320e+02 +1.030196057987181121e+03 +6.677651337047147990e+02 +8.604439659055904031e+02 +8.437722148699923537e+02 +8.502322506457221607e+02 +9.008186756192658322e+02 +1.381461442766588107e+03 +1.076210336234031729e+03 +7.306804334590988219e+02 +1.107279241507384995e+03 +4.522811070086337395e+02 +6.630831422436169760e+02 +1.093388805231260903e+03 +5.007647077475110109e+02 +8.591244643057655139e+02 +1.021079705244489787e+03 +5.034563786448302380e+02 +9.219000437801678345e+02 +1.232711472882640919e+03 +7.767066778335019990e+02 +9.836235323747213215e+02 +8.913048672551960863e+02 +1.182202527171027214e+03 +7.331629085666943411e+02 +6.185768622451528245e+02 +1.158757123584285182e+03 +1.226350106345823406e+03 +1.002711635423120470e+03 +9.669901012405073288e+02 +1.132946351977841687e+03 +8.135267152923788672e+02 +8.834376578260817041e+02 +1.114631982741233287e+03 +9.756504189444713120e+02 +9.084700202035995744e+02 +7.856306058676515249e+02 +1.026034467737535124e+03 +1.088485243518132393e+03 +9.839219740593634924e+02 +1.147532349932762827e+03 +9.924518856230934034e+02 +9.623451344856014202e+02 +1.083237932634182016e+03 +9.507415162810368656e+02 +8.241462978621209459e+02 +8.108234795862308601e+02 +1.155003460927460310e+03 +7.085862792983182317e+02 +1.083315438859373444e+03 +6.590284419960901232e+02 +8.654354969324443800e+02 +9.112162077535729168e+02 +8.765589566148489666e+02 +7.120050441464532014e+02 +1.079716732934694392e+03 +8.822748851443744798e+02 +8.491603507411973624e+02 +9.123069327581747530e+02 +6.752946310015015570e+02 +6.719551470809851708e+02 +9.693900930747591929e+02 +9.376128676081901858e+02 +1.113459906450497328e+03 +4.220551003032661015e+02 +1.011870326611286941e+03 +1.244127585153451037e+03 +8.652597432392016117e+02 +6.468433447811208907e+02 +1.141608035025070421e+03 +6.529859501901673866e+02 +5.370838171502502973e+02 +8.967830903977014714e+02 +1.046509074023737412e+03 +6.529859501901673866e+02 +7.492481121729140341e+02 +4.496020136880039217e+02 +5.397330213490615733e+02 +5.127843348395811063e+02 +4.143969189832532720e+02 +9.299117250450178744e+02 +9.523231616957352799e+02 +7.053829996351209957e+02 +3.984192933789652216e+02 +5.756151298001842633e+02 +1.075601370180711456e+03 +9.351581237102884643e+02 +3.606648976943847629e+02 +6.159958424117579625e+02 +6.284019509241331889e+02 +8.090083279812097317e+02 +9.240469299960736862e+02 +7.495820400336424427e+02 +8.624668599050585271e+02 +1.113448547606264128e+03 +7.817217215745868089e+02 +4.669463957359895403e+02 +6.613324389278413946e+02 +1.214807604839303849e+03 +1.091353832858016176e+03 +9.907732604145663799e+02 +7.133097315654028989e+02 +1.191751199836224259e+03 +2.922267713443505954e+02 +1.115220338757254012e+03 +8.851192540215620284e+02 +9.924518856230934034e+02 +1.140514419174913201e+03 +7.298022765824548515e+02 +7.972548658177975085e+02 +1.093799610007353067e+03 +6.471141820895312549e+02 +4.102147543291620195e+02 +1.152532810992706800e+03 +1.228878772928943135e+03 +4.849162032307785921e+02 +3.995641019066575836e+02 +8.471833396596530292e+02 +2.569388628325434638e+02 +1.153785178931990231e+03 +8.665453154973763503e+02 +6.336815620877248421e+02 +9.851836408142069104e+02 +8.180625503924420627e+02 +8.241462978621209459e+02 +4.422918482352135925e+02 +6.711946578786139526e+02 +1.152278122657714903e+03 +6.767011675741759973e+02 +4.942181770292125975e+02 +9.836320616963320163e+02 +1.132882124924311711e+03 +1.135797133490933902e+03 +1.194348418033655435e+03 +8.897969964480807903e+02 +1.066109687468677066e+03 +1.002607486161549787e+03 +1.139030951872933656e+03 +1.194100030132659413e+03 +8.346107706877693317e+02 +7.054131645382695979e+02 +1.092215291064565463e+03 +9.648938799531080122e+02 +1.325102435352895100e+03 +9.009034445941476861e+02 +1.054192878512407560e+03 +8.198408868072910991e+02 +1.236036982216322031e+03 +9.009034445941476861e+02 +5.664749878923423694e+02 +1.263792668189154938e+03 +8.167015520110071520e+02 +8.181573935492410783e+02 +8.780011768190927341e+02 +1.222593517796303104e+03 +9.678506869914129993e+02 +1.080659496200127705e+03 +9.765082160692278421e+02 +1.090357440542387394e+03 +6.619925726867074900e+02 +9.536430579585367013e+02 +1.241137596709278114e+03 +3.356120059452579767e+02 +7.485375347403111164e+02 +7.486647445443272773e+02 +8.147539714567151350e+02 +5.581331110270548379e+02 +9.980699783264620919e+02 +1.051848166610539693e+03 +6.777959595535105564e+02 +1.036051774074003788e+03 +3.180232056079796621e+02 +1.064741862110427292e+03 +1.257593454331918110e+03 +1.105522979060066973e+03 +7.498685492003362469e+02 +4.669463957359895403e+02 +7.803697277399298855e+02 +6.891466281453260763e+02 +8.314021181855089253e+02 +9.586081608164405452e+02 +1.140521937141456874e+03 +1.088520248725573538e+03 +1.375771903663089688e+03 +1.017424447090531885e+03 +9.982369232641997314e+02 +6.285251697384530871e+02 +7.628118298816546030e+02 +1.220749064751381184e+03 +1.231987908545312393e+03 +9.341545630568240313e+02 +9.939483745537786490e+02 +8.620386646168625475e+02 +8.208197746759001348e+02 +1.100710334422094775e+03 +9.394469355594553690e+02 +1.005358715135289458e+03 +1.020859666285522167e+03 +8.922121530416126234e+02 +3.180232056079796621e+02 +7.068712462383750790e+02 +1.073870825445357468e+03 +2.976900208272136297e+02 +1.041502254475227801e+03 +5.746494997676597905e+02 +4.852653148670084420e+02 +8.060920562398321181e+02 +1.188764154207911133e+03 +2.217170859865026102e+02 +9.377727371425523870e+02 +9.142839225807640560e+02 +6.483347164375595639e+02 +1.074404407700243610e+03 +5.392321695790078593e+02 +5.761866490756140138e+02 +4.535858019729050739e+02 +9.887517322037152780e+02 +9.483640972803592604e+02 +1.077561265634527444e+03 +1.232335475997970207e+03 +8.026612574468717867e+02 +7.775948329400368948e+02 +3.788024771644327302e+02 +1.006241811407655405e+03 +9.523257073207706753e+02 +3.516179728693621200e+02 +1.146943705438490724e+03 +3.021551637804502661e+02 +1.414088943894421391e+03 +5.023281283307958347e+02 +4.673624812149665786e+02 +8.490418509623220871e+02 +8.363288078449729710e+02 +1.084953404331964521e+03 +1.157975480492241104e+03 +7.727205452101406991e+02 +7.855896731455521831e+02 +8.757702725466695028e+02 +1.107916446689640679e+03 +1.036195618038861994e+03 +7.809179599383583081e+02 +1.038777685975047916e+03 +1.043032505516845731e+03 +1.044183990565374870e+03 +1.232869221939225099e+03 +1.245134562378261080e+03 +1.109380985890554484e+03 +6.293071240136583810e+02 +1.011303933802069196e+03 +6.041717483229451773e+02 +7.024240494628179476e+02 +3.801700747282011434e+02 +1.064489663905299039e+03 +3.966112877648786252e+02 +4.825208964232197104e+02 +4.499999022335355221e+02 +8.466862380065713296e+02 +1.204932720899110564e+03 +8.923728376563149141e+02 +3.180232056079796621e+02 +1.189343819358174414e+03 +1.193663848927471918e+03 +8.283728716149248612e+02 +1.045725392604160788e+03 +1.108037080367787667e+03 +7.774938677023947093e+02 +1.030438943884599666e+03 +7.685830371653473776e+02 +6.579295512570056417e+02 +1.129865833668775849e+03 +1.062196357966466167e+03 +8.481205336173534306e+02 +1.078315519460501491e+03 +7.863155399977943034e+02 +9.875348974296349525e+02 +1.323701559794335481e+03 +9.972226424224008952e+02 +8.181799750839716125e+02 +1.014236170464022052e+03 +3.021551637804502661e+02 +1.258829049108042454e+03 +1.076028280051809588e+03 +1.094535042766682636e+03 +8.285739497553373667e+02 +1.134465688418979425e+03 +6.162531618079560758e+02 +9.064413779862866249e+02 +1.204449798933240572e+03 +3.180232056079796621e+02 +7.820051692486537149e+02 +8.449319091776769710e+02 +1.214527692735446635e+03 +5.440624764020732300e+02 +1.003074111883322644e+03 +4.855098101261686452e+02 +9.879478442526238950e+02 +6.630831422436169760e+02 +1.323126066587443802e+03 +1.147811480135249440e+03 +8.063659748505305060e+02 +1.286602333507544472e+03 +1.042808530824154559e+03 +1.108682285421155257e+03 +6.090310081168829583e+02 +9.377774229089433220e+02 +1.030732892244038794e+03 +9.191970949769877279e+02 +7.056352342197010330e+02 +9.000925553932006551e+02 +1.067664876451502323e+03 +7.367172607667996544e+02 +6.752946310015015570e+02 +9.563232528808373445e+02 +6.726747724203821690e+02 +1.111027004565053630e+03 +4.078099758856188828e+02 +1.176885427154445551e+03 +1.204495905901495917e+03 +1.209489512890928381e+03 +9.354095671702789332e+02 +8.370465588012084481e+02 +3.287833427079990543e+02 +7.723026840113284379e+02 +1.175443720578848570e+03 +5.437974484523806495e+02 +8.324440343582564310e+02 +1.086750481759813738e+03 +5.666457783344415020e+02 +8.385650880264015541e+02 +1.120401446418210526e+03 +9.548432145801396018e+02 +7.427131527323372211e+02 +9.224063233612853310e+02 +9.563936618037778317e+02 +7.165411965510320442e+02 +9.957901483875571103e+02 +8.903232025534944114e+02 +7.158957694332191295e+02 +5.231999726999360973e+02 +7.315823937048130574e+02 +1.050019310902911229e+03 +7.303761030951708335e+02 +8.635965443219984081e+02 +6.925820969307405903e+02 +8.809986307874014528e+02 +8.131041723250359610e+02 +1.006531219681629636e+03 +9.816063588879417239e+02 +1.061110367978247268e+03 +7.693213112357959744e+02 +3.180232056079796621e+02 +9.299117250450178744e+02 +1.230911687497848106e+03 +3.826593435504021272e+02 +8.200851917916585307e+02 +1.084903550027472875e+03 +7.464935216684795023e+02 +6.942851798918057966e+02 +1.002472241074369208e+03 +1.310154289821661905e+03 +1.136429358109336135e+03 +9.750478460480952663e+02 +7.958690025516257265e+02 +1.084526828177156858e+03 +9.845435022264322242e+02 +8.580787795179828663e+02 +5.531125345993579003e+02 +1.186305239259731025e+03 +8.421496240097055761e+02 +9.739063124984456863e+02 +7.358787298351808204e+02 +1.072694132734023697e+03 +1.196176946117470834e+03 +8.140519745490983041e+02 +9.317157326538168718e+02 +1.158368746146609965e+03 +7.739432137723515552e+02 +1.047329406946461177e+03 +5.314760402452243397e+02 +9.348455305816253258e+02 +1.101538781276009331e+02 +1.019565602602922922e+03 +1.178741688507673871e+03 +1.175702522206245249e+03 +1.209518187088695413e+03 +1.172030082812593946e+03 +6.624362922814312924e+02 +7.689842078105830296e+02 +9.402679180834825274e+02 +1.159478081462020782e+03 +4.910608757142595096e+02 +8.393118563781165449e+02 +1.068310635962679726e+03 +7.479599515809550212e+02 +1.063246273445840643e+03 +1.279123587229421901e+03 +1.357440224512021132e+03 +1.177673530232186295e+03 +1.285185359339364368e+03 +1.066423066627773551e+03 +1.145464396066753352e+03 +1.136923018886034015e+03 +9.739841550533437839e+02 +4.617531439633689843e+02 +9.698789849039928868e+02 +1.140529545321232717e+03 +8.285307888894267307e+02 +6.291291582918438507e+02 +1.191179331287306013e+03 +7.078497574879679632e+02 +1.144322206338742262e+03 +8.851192540215620284e+02 +6.870141039540453676e+02 +5.251258741602973714e+02 +7.506901015147614089e+02 +8.925750732603682991e+02 +7.725209904761734379e+02 +8.810257775788272738e+02 +1.198395643395822390e+03 +6.171857785335690778e+02 +1.162631882303398697e+03 +1.182093901842728201e+03 +9.660775941484200757e+02 +7.626652254650005034e+02 +1.110503164800752074e+03 +1.011838550010462086e+03 +1.152061604603847172e+03 +2.262770631794238625e+02 +9.054943192776150909e+02 +1.013956692250155015e+03 +1.016790101059270114e+03 +8.077790636577531131e+02 +6.794204793258986683e+02 +9.089403743793374133e+02 +6.852187386809134750e+02 +9.447394787297374705e+02 +8.497615660158671744e+02 +8.719873315569981287e+02 +8.681929303161423377e+02 +1.148287375691307716e+03 +1.214474683528897913e+03 +1.147178956749080726e+03 +1.205561874425094629e+03 +3.180232056079796621e+02 +8.173815259303592029e+02 +7.804890113890282919e+02 +8.930046959832891389e+02 +1.196944712518521101e+03 +1.017569264168385416e+03 +1.075327384585153141e+03 +5.866551786481309136e+02 +9.924922727912687606e+02 +4.576163183935326515e+02 +9.731598993852487638e+02 +7.385625234627575537e+02 +9.751979161366198241e+02 +8.934761001775477780e+02 +7.904883884118198694e+02 +7.057713274636382721e+02 +9.254465760411143265e+02 +7.752884046861795468e+02 +1.018813182829687776e+03 +6.702909687072210545e+02 +6.747358024808887649e+02 +8.161497549493533370e+02 +1.264097014590635354e+03 +7.846781162688885161e+02 +1.023822926594732508e+03 +1.143972835528602900e+03 +1.079050046281662617e+03 +1.051778521560165927e+03 +1.019241285194664442e+03 +1.074261067733398249e+03 +8.130854399929032752e+02 +9.027866805099795329e+02 +7.079929806100112728e+02 +7.923208198676196616e+02 +3.934566278543370572e+02 +5.680798215288568827e+02 +1.029307983490800780e+03 +1.072448459290632172e+03 +6.442573239247485617e+02 +1.119064214281807608e+03 +9.145565873464533979e+02 +1.071165866459334666e+03 +7.438708791591104728e+02 +1.079616766008404284e+03 +1.219005082386168397e+03 +9.268052981693361971e+02 +1.232965501486870380e+03 +7.574641774964512706e+02 +7.513873991596046835e+02 +1.202526829813656377e+03 +7.583076097047517123e+02 +1.012274692652335148e+03 +9.142062516428850358e+02 +9.483846760999120988e+02 +8.113757472734666862e+02 +8.397822222169679662e+02 +6.565819838484920865e+02 +1.033813862495506328e+03 +9.936489110775441986e+02 +9.880989426126875514e+02 +8.611609418565171836e+02 +8.458909705114533608e+02 +7.037835604868172368e+02 +8.568103126977410966e+02 +9.265182103068523247e+02 +5.204458702620037229e+02 +8.638893300274072544e+02 +6.538399284256694273e+02 +5.693397792335880467e+02 +6.640760333540345073e+02 +9.408334848486694000e+02 +1.218480248729082177e+03 +1.016682436199322638e+03 +7.077941744891481903e+02 +1.268443899852291452e+03 +3.180232056079796621e+02 +9.113248038171267353e+02 +6.887612483924049229e+02 +9.597357571458379653e+02 +7.479599515809550212e+02 +2.882174841118529685e+02 +1.187423959562819618e+03 +6.953739694895821231e+02 +7.289691709453593376e+02 +9.567509254914933763e+02 +1.034254750651778068e+03 +5.521125033005334899e+02 +6.406997503955225284e+02 +4.019103220350957599e+02 +1.109186819341305181e+03 +6.630831422436169760e+02 +1.215274400280800364e+03 +1.082875707222117853e+03 +7.778623478773577062e+02 +7.427308582244745594e+02 +1.120203765921168724e+03 +3.021551637804502661e+02 +1.019473437578956691e+03 +7.661205810576398108e+02 +6.251987032936103788e+02 +1.125708817705796719e+03 +1.078866156513453916e+03 +8.766129047603616300e+02 +8.500852725388419913e+02 +9.061571616512867422e+02 +1.283540511067509669e+03 +1.397089271475287205e+03 +9.841088955751766889e+02 +5.155149859069151717e+02 +9.057290583745434560e+02 +1.130006650015761807e+03 +7.983137970461687019e+02 +8.650241425756357785e+02 +1.001206763309804955e+03 +1.104069625938794161e+03 +6.193438071461740719e+02 +9.286047730379633549e+02 +6.624362922814312924e+02 +9.812257780414579429e+02 +3.732231999373379381e+02 +1.180845985295668243e+03 +7.770440523230721510e+02 +7.602130199046629286e+02 +8.454105477373057056e+02 +7.709030200562888240e+02 +7.039191743211346193e+02 +1.262205537011103388e+03 +2.181882792530388997e+02 +8.916740955894608760e+02 +1.001535976552821921e+03 +1.017774160567111494e+03 +5.545218027934984093e+02 +7.783888402691732153e+02 +8.228985804227954759e+02 +9.069547282454013839e+02 +2.005436144393238465e+02 +4.738702771157490474e+02 +9.359909300816591440e+02 +7.535770551845231466e+02 +1.198395643395822390e+03 +1.187230347922929013e+03 +8.197948666955624049e+02 +7.436070277535193327e+02 +5.263896186692512629e+02 +8.461609022533323241e+02 +5.189387381628703224e+02 +1.002789073401253745e+03 +1.066084044254340142e+03 +8.486237468719788239e+02 +1.120718976755864560e+03 +5.013658872974915539e+02 +1.215111063610122073e+03 +7.501585785301421083e+02 +1.167673652322998350e+03 +9.917965771381403783e+02 +7.038017890691662615e+02 +3.966112877648786252e+02 +7.292301606560126856e+02 +1.493649227871782159e+03 +1.128245027349541488e+03 +8.437607297966287661e+02 +1.011461587423499168e+03 +6.680341917206396829e+02 +8.541011001105948708e+02 +3.180232056079796621e+02 +1.118129002055876299e+03 +8.825731064957793706e+02 +1.095656405776860311e+03 +1.114317543119482480e+03 +8.267701587020178522e+02 +8.601114257805074885e+02 +1.156134156850730051e+03 +4.049860309285087396e+02 +1.127568001527456317e+03 +8.828697548719055703e+02 +8.568584100333093829e+02 +8.061198819081623697e+02 +8.710855985527819030e+02 +1.070471631100920149e+03 +1.202864244342588790e+03 +1.100025330888398912e+03 +7.299365998597636462e+02 +9.688506276356021090e+02 +9.922958833041016078e+02 +6.705245271890267986e+02 +8.233464632222264754e+02 +1.319719994252609467e+03 +8.869623865935268441e+02 +1.002012088279538375e+03 +1.085603232103113896e+03 +8.237747163887320312e+02 +9.216763660874066773e+02 +1.241778275171886207e+03 +5.650877017286252340e+02 +1.020245124237022196e+03 +6.483347164375595639e+02 +3.603182663180934924e+02 +1.112736928436476774e+03 +1.179733006578283494e+03 +1.033811095638242477e+03 +1.091445918110528055e+03 +9.633678786752436736e+02 +6.200937210126775199e+02 +9.432692073428340791e+02 +7.795990539705239826e+02 +6.105033392884301975e+02 +4.207824934350501280e+02 +9.299117250450178744e+02 +5.397330213490615733e+02 +1.133281950257681274e+03 +1.319108027017340191e+03 +1.194985447273044883e+03 +1.284420230711906243e+03 +8.875835432530077469e+02 +9.166760686386016914e+02 +1.067611429553571270e+03 +1.003044424711381907e+03 +1.396246043279309106e+03 +9.164080213357319735e+02 +7.435311636881058348e+02 +8.706909834942476891e+02 +6.863832505977877645e+02 +9.106294778014846543e+02 +9.218365529754519230e+02 +1.244686314156488152e+03 +9.754387464299289832e+02 +6.701748152475440747e+02 +4.499999022335355221e+02 +9.913477498748620746e+02 +4.963437299671554683e+02 +7.477386920358234192e+02 +1.195860039178030775e+03 +8.629377357017124268e+02 +2.976900208272136297e+02 +9.193560853358189888e+02 +4.677788134931186050e+02 +1.063542027816060909e+03 +8.927194933407313329e+02 +1.128899035357517278e+03 +1.002625401480640448e+03 +9.010590017405984327e+02 +7.654439617023045912e+02 +1.109042520771387217e+03 +7.107895200077576874e+02 +3.372154675834208319e+02 +1.144567662919552276e+03 +6.593817125721774346e+02 +7.519182067281878972e+02 +8.856553084134905021e+02 +9.306275871871279151e+02 +5.351353591706222232e+02 +9.166598032420680511e+02 +1.008596779308516147e+03 +1.491610690782941674e+03 +8.883515011354072612e+02 +9.924518856230934034e+02 +7.720774103633274308e+02 +1.219840388094550462e+03 +1.131735622082276222e+03 +8.082430097498856867e+02 +1.104126238726259544e+03 +6.543341521446263869e+02 +1.050241180163003946e+03 +5.128286017589651919e+02 +9.612076103325654231e+02 +1.378306592316121623e+03 +5.615322646445766850e+02 +9.824667521350469315e+02 +1.271292421118529091e+03 +7.346709979467709672e+02 +1.131447692769199875e+03 +9.811310270002119296e+02 +6.733594612329766278e+02 +9.058487039267989758e+02 +1.233162338882023732e+03 +9.439494463784440086e+02 +8.605675644173483079e+02 +1.092393591663026200e+03 +1.031621295625269340e+03 +6.212643790726983752e+02 +8.605675644173483079e+02 +7.594447741623584989e+02 +1.001485715051391253e+03 +1.286534660351057028e+03 +5.274351303270104836e+02 +7.626650366346659666e+02 +1.178894448294585800e+03 +3.180232056079796621e+02 +8.605675644173483079e+02 +5.465961745384465758e+02 +9.691488264684469414e+02 +9.298874379714177394e+02 +1.236958993345259159e+03 +6.462717610530760339e+02 +7.204694742697967058e+02 +7.792785229439500654e+02 +7.504754574534665608e+02 +7.203348113839172129e+02 +1.222376590648271758e+03 +5.446298460716385534e+02 +6.182340179738425832e+02 +8.164818122220698342e+02 +1.144226523695018159e+03 +1.148946174989911015e+03 +7.200203993664628115e+02 +9.284876409153971508e+02 +8.116606260794994796e+02 +6.763402714978475387e+02 +6.118601445127037550e+02 +5.480205902039306238e+02 +7.448660362252749110e+02 +7.680344816879528480e+02 +3.537377593564854124e+02 +9.401215193159182490e+02 +1.142235083038027597e+03 +7.597313989030330958e+02 +8.571067391353176390e+02 +1.123417687036697998e+03 +1.357035786137935702e+03 +1.145099665183733578e+03 +8.654547630231472795e+02 +6.598183504290224164e+02 +5.117578731653220530e+02 +4.855098101261686452e+02 +9.704027052621781877e+02 +1.145926498782307817e+03 +1.178694820296870603e+03 +7.148949187564211343e+02 +1.006975709746739085e+03 +5.908905764627872941e+02 +1.105574024843099778e+03 +8.287688650386179461e+02 +1.144259023521167819e+03 +1.278857926648914599e+03 +6.839833864077679664e+02 +6.418381618971141052e+02 +9.242125892296570555e+02 +1.075819095830650895e+03 +4.650146368806217652e+02 +1.224595850816447864e+03 +8.554476221633428850e+02 +9.409387236476832186e+02 +9.930615456090600901e+02 +9.998403162290667296e+02 +8.733609562102619748e+02 +8.755827301367303335e+02 +1.249792217255157539e+03 +8.091574361908924402e+02 +6.711946578786139526e+02 +6.803848101337912340e+02 +1.133293419078821898e+03 +8.583341395780124685e+02 +7.628118298816546030e+02 +8.073732986039219668e+02 +7.801654209139463774e+02 +1.103094323107702166e+03 +7.750977156050438452e+02 +1.035596447492925790e+03 +5.354297641743958138e+02 +2.262770631794238625e+02 +6.959915636669491050e+02 +1.009247624825175990e+03 +1.330782028372294462e+03 +5.350358966812918879e+02 +1.307022025208229934e+03 +8.619794882467847401e+02 +9.961170429720394850e+02 +9.990065945509850280e+02 +8.706093536898163165e+02 +7.376084553679924056e+02 +9.880989426126875514e+02 +5.744760973480049415e+02 +1.226151430808151190e+03 +1.125073351312262048e+03 +8.900942420281214709e+02 +1.185565201187745970e+03 +8.024114223084654896e+02 +9.487230173109776388e+02 +1.026266656027210956e+03 +1.058785703013105376e+03 +6.923663434029751897e+02 +4.292683344359247712e+02 +1.090562893340286337e+03 +9.480038187170590618e+02 +5.862569082225722923e+02 +6.946350820646773627e+02 +1.077328365810696141e+03 +4.080911621320892664e+02 +1.197849230187272497e+03 +5.350358966812918879e+02 +6.786633192359288387e+02 +9.194902404844997363e+02 +1.273893929614283024e+03 +8.289836382014002538e+02 +7.477386920358234192e+02 +1.164857943489452282e+03 +3.811422739304337028e+02 +7.400529214043422144e+02 +8.942846065058201930e+02 +9.816343374880077590e+02 +1.020995652595355864e+03 +7.421830645288462165e+02 +6.081722378355509591e+02 +9.013724197064292412e+02 +7.691354935299150384e+02 +8.489545755504237832e+02 +1.148819027544772325e+03 +1.133293419078821898e+03 +1.063592199857475634e+03 +1.064945292663850068e+03 +6.182796142475847319e+02 +9.321937436697128305e+02 +1.031725043594281942e+03 +7.328139936429939780e+02 +1.051940654109863317e+03 +8.647429722248598409e+02 +1.063592199857475634e+03 +1.134663043358545110e+03 +1.004585345953956107e+03 +6.373589070036732664e+02 +1.177744135297271896e+03 +1.085618523470688842e+03 +6.384096608102602204e+02 +1.045327178512456612e+03 +9.563661970105052887e+02 +1.085885860708553537e+03 +8.896192490990057422e+02 +9.560440400783372752e+02 +1.017627950217045054e+03 +9.024776823200209037e+02 +4.576163183935326515e+02 +9.244751615230360358e+02 +1.135223870815141709e+03 +1.049309667385304692e+03 +1.036014234693087701e+03 +9.853517137744842103e+02 +8.945501176649306672e+02 +4.423172155370616565e+02 +9.971975545303814670e+02 +7.195867039067591122e+02 +7.602993412461987646e+02 +1.315199674622726889e+03 +1.040354019012420395e+03 +1.138984951038267809e+03 +8.730186872705997985e+02 +1.216810046678791878e+03 +1.004774223648877182e+03 +9.890367410986506229e+02 +1.083695265099089511e+03 +9.021091099097652659e+02 +1.033979519736914426e+03 +8.149048138413911602e+02 +9.743195173699399447e+02 +7.983243776329045431e+02 +6.212643790726983752e+02 +8.443979658851651493e+02 +1.232965501486870380e+03 +8.320894333994549470e+02 +5.591072972557481080e+02 +1.113988672969444224e+03 +1.287437782359304038e+03 +1.180334778131782059e+03 +9.753802988602732285e+02 +8.516449053232130382e+02 +9.061571616512867422e+02 +1.123968697975246414e+03 +1.227130569989215019e+03 +8.188563193904701620e+02 +6.490914683651656105e+02 +8.709802887600521899e+02 +1.067603799890229993e+03 +1.205797467934493852e+03 +8.336758379823609175e+02 +9.836734698162193808e+02 +1.004603794884631270e+03 +1.080122995204445942e+03 +5.538885584379406737e+02 +8.402201249245626968e+02 +9.616185220765937629e+02 +1.147794792818657243e+03 +7.212316431547459388e+02 +1.234169333188682003e+03 +7.828458894930300858e+02 +1.092198193950684299e+03 +8.073808130665709086e+02 +5.311147970459336420e+02 +8.581267388890034908e+02 +1.061160117977289701e+03 +7.195802058483484416e+02 +9.519723623627407960e+02 +7.008628273194171925e+02 +8.614591995589061071e+02 +7.996450323754731926e+02 +1.153667955318947406e+03 +1.013181788365498278e+03 +8.884176258003307112e+02 +7.652348650190822354e+02 +1.134691578940581621e+03 +9.898442574998261989e+02 +9.476472545675885613e+02 +6.778229304222163591e+02 +8.646122805200295716e+02 +3.320926983942416086e+02 +1.162305646767971893e+03 +1.004320491009865691e+03 +1.132907011446271781e+03 +9.245939511953051806e+02 +4.125584206652971488e+02 +9.045929173021522729e+02 +1.118395233111166135e+03 +9.447409164890877946e+02 +1.326711208427747351e+03 +8.461188503332284654e+02 +8.765589566148489666e+02 +8.131694938329117122e+02 +7.677956023184372043e+02 +1.035971096612918245e+03 +7.314228347100502106e+02 +9.055600896337634822e+02 +1.347698517041881587e+03 +4.895102641262842553e+02 +9.109983130839848400e+02 +7.602130199046629286e+02 +1.097579733409004575e+03 +1.032623821951805439e+03 +1.178005379743190133e+03 +1.008677375673461256e+03 +7.801654209139463774e+02 +1.083789107100390993e+03 +7.602130199046629286e+02 +7.558229774823998923e+02 +8.122845319490185148e+02 +1.089378647735326012e+03 +3.913449240125523829e+02 +8.615965347708438458e+02 +7.933421940975590587e+02 +9.115932218182597353e+02 +1.114657748099397622e+03 +1.103824701110489968e+03 +4.422918482352135925e+02 +1.314056419956040372e+03 +6.488611788231796709e+02 +1.010594597984384563e+03 +1.350878693036029290e+03 +7.181868121485371148e+02 +1.308199248858445571e+03 +9.654016961546963103e+02 +1.284936552107189300e+03 +1.348821134995147077e+03 +6.538399284256694273e+02 +8.029708603912181388e+02 +8.514891689609601144e+02 +8.276451284538816253e+02 +9.924518856230934034e+02 +9.048874362968630294e+02 +1.031375951072892349e+03 +8.543918219593310823e+02 +1.186102512143226932e+03 +1.221392872757613304e+03 +3.789114926137625616e+02 +1.023727082633676559e+03 +6.529859501901673866e+02 +5.188861176016359877e+02 +1.024520509096354772e+03 +1.139660322465049603e+03 +5.105651697875430273e+02 +1.117232663855225383e+03 +8.593480746764475953e+02 +6.125713036451483049e+02 +1.064204940163908759e+03 +1.057731380306071060e+03 +1.001485292392244332e+03 +1.082077340479610939e+03 +4.974489390113067202e+02 +9.521046018619151710e+02 +9.191913443400162578e+02 +5.307505292894923059e+02 +5.926912643150201347e+02 +9.104750067984330144e+02 +7.328139936429939780e+02 +7.620120919367409442e+02 +8.286843617938075113e+02 +1.396401626587753981e+03 +1.112663996823848720e+03 +4.669463957359895403e+02 +8.936105916491205789e+02 +1.177134597311720881e+03 +3.180232056079796621e+02 +7.064181135107460250e+02 +8.461510628399770440e+02 +1.162841191671982870e+03 +9.506355650106213488e+02 +3.966112877648786252e+02 +4.086945941868436876e+02 +6.895787383435040283e+02 +6.630831422436169760e+02 +6.711878336650386245e+02 +7.501585785301421083e+02 +7.008417734501592804e+02 +4.167530381724155291e+02 +9.565951782304098288e+02 +8.898879054557526160e+02 +1.064496974253540429e+03 +1.139932184462469650e+03 +9.212960370185295460e+02 +6.538399284256694273e+02 +8.377649590624826033e+02 +8.969482037256832427e+02 +1.125110182519704722e+03 +1.120045899980006652e+03 +8.868032451501976539e+02 +1.256751971077121198e+03 +7.922618183572308226e+02 +6.601469270552829585e+02 +1.190108365766989891e+03 +8.546781947680417488e+02 +1.128878582239414300e+03 +1.012734263897169285e+03 +1.066443701692596505e+03 +3.770818322133727634e+02 +9.185491242139366932e+02 +1.167499108031507149e+03 +1.205617199136767340e+03 +1.013705696194815346e+03 +7.141767865142137452e+02 +9.915005847607691294e+02 +6.844345367398047983e+02 +1.287853655721555242e+03 +1.105758032852253564e+03 +1.038821052815598705e+03 +7.701008748462741096e+02 +8.311705307043679340e+02 +8.899178883410111212e+02 +9.052314906988809753e+02 +1.121128051201747894e+03 +3.340409994903918687e+02 +1.110673465804485659e+03 +1.021955644973318613e+03 +9.229661174647055759e+02 +9.853161080978834434e+02 +1.051463264818943344e+03 +9.851978185248381124e+02 +6.538399284256694273e+02 +7.620570414796025034e+02 +1.187548523244188800e+03 +1.050181447217252753e+03 +7.724405808891804099e+02 +8.608623924722667198e+02 +1.198403326572730748e+03 +6.484705056988511842e+02 +9.986066713455670651e+02 +1.132234443062537821e+03 +1.023243286398511259e+03 +6.050113241937581279e+02 +1.024855787587030818e+03 +1.073287242741625960e+03 +6.318432760976103282e+02 +1.033868765048335717e+03 +1.084655284220585372e+03 +7.439389338053433676e+02 +8.961953600767153603e+02 +8.823208885858823578e+02 +9.761334820179757799e+02 +1.233366668153441879e+03 +8.265541986683870164e+02 +1.068063078519837063e+03 +1.083309338525737076e+03 +9.431890746370469287e+02 +1.126170947530368721e+03 +4.669463957359895403e+02 +1.286742202230765088e+03 +1.032437188302880031e+03 +1.123895137280022936e+03 +5.369922653565879500e+02 +8.961452053480497852e+02 +8.142851513414054807e+02 +1.134375894263799410e+03 +6.779391449300865133e+02 +8.824866435770709359e+02 +9.275353446454893174e+02 +9.045929173021522729e+02 +5.397125849723993269e+02 +5.226131567356117102e+02 +7.179163535419385198e+02 +7.983455867861298429e+02 +7.806807916575701256e+02 +9.651805791503811633e+02 +8.605675644173483079e+02 +1.275731258831651303e+03 +1.072805862741774263e+03 +1.055115188171348109e+03 +9.486223448466348600e+02 +7.156319810893860449e+02 +1.124839021473855155e+03 +1.162229021427387806e+03 +9.576653347019540661e+02 +1.194054228578108905e+03 +9.646465373867539483e+02 +6.973840038188366179e+02 +9.409433086315216315e+02 +8.898879054557526160e+02 +1.064879139768486311e+03 +1.245715390148501228e+03 +8.185126501430145254e+02 +9.604895583415509464e+02 +9.643624867971806225e+02 +1.022872136947941954e+03 +1.383972152239972502e+03 +1.137366864444024486e+03 +7.427941413299722626e+02 +3.180232056079796621e+02 +7.804065070853491761e+02 +9.035275336051616932e+02 +1.088221159472859199e+03 +6.462017311049285127e+02 +8.900303989062301753e+02 +1.182267266639083118e+03 +9.125558883480089207e+02 +1.067958799531242676e+03 +7.783234665956400704e+02 +7.532217641594195356e+02 +8.214107027120678595e+02 +9.683137230824429480e+02 +8.322104099309689218e+02 +1.118721303822119353e+03 +7.471949620231387144e+02 +9.977915927904620048e+02 +8.639676714366894430e+02 +9.942244942593124506e+02 +9.656780318260553031e+02 +7.526949523911807773e+02 +1.016058988275223555e+03 +9.277426632731826430e+02 +1.125369231616374236e+03 +9.346695969298253885e+02 +1.290662353245074428e+03 +7.359843601569850762e+02 +7.983137970461687019e+02 +9.526492045605125440e+02 +1.416812677253652737e+03 +7.117254624253903330e+02 +7.442726172871107337e+02 +7.982478335144389803e+02 +8.954412376474335815e+02 +1.451335968061121093e+03 +1.144604272492710606e+03 +3.770818322133727634e+02 +9.614652887723410686e+02 +1.079583887307268469e+03 +1.181505670494720107e+03 +1.119354681913914646e+03 +7.944146507812288291e+02 +1.329295653313235107e+03 +8.507380776830439117e+02 +3.180232056079796621e+02 +1.278898691415399526e+03 +5.118833663623379380e+02 +8.604439659055904031e+02 +8.802969768879652293e+02 +1.260802761120227615e+03 +1.184394613321151155e+03 +1.129775360969523717e+03 +7.882457287475233443e+02 +9.849880287750534080e+02 +8.197000995577440108e+02 +6.116435289721077879e+02 +8.553182060688235424e+02 +8.768737716434279719e+02 +9.074012392295152267e+02 +1.046566020419161532e+03 +2.262770631794238625e+02 +1.023075848233413012e+03 +1.002415153115393423e+03 +9.554430610609581436e+02 +1.052722478283825239e+03 +1.022106570455250221e+03 +1.120963976741352781e+03 +7.412063915367621121e+02 +9.194840757629608561e+02 +3.083799145192059541e+02 +8.964689377714241800e+02 +6.466156674117798957e+02 +9.240268782373751719e+02 +6.775662512959925152e+02 +7.225452055435857801e+02 +1.065111182348329976e+03 +6.433611809520616589e+02 +9.891317399499587282e+02 +1.189622563663979236e+03 +5.808867620727705798e+02 +9.646007244545971844e+02 +8.234589981233923481e+02 +4.352598663051796848e+02 +8.640931591257809714e+02 +8.865846616406047360e+02 +1.217502364521594245e+03 +5.531949320983362668e+02 +1.117689982847363353e+03 +7.775486848165596712e+02 +5.974550749789655129e+02 +9.998281150620827020e+02 +1.281235551611900291e+03 +1.154576098288134290e+03 +1.015523055131342630e+03 +8.720670684149846466e+02 +5.121115546730954975e+02 +9.337469126410594527e+02 +1.211044523180984925e+03 +1.059839780108720788e+03 +4.422918482352135925e+02 +1.063071298595606095e+03 +8.470830046912274156e+02 +4.148139898669796821e+02 +7.217929191925352370e+02 +4.531515408446168749e+02 +8.765589566148489666e+02 +5.933830663402886785e+02 +1.149315755631745105e+03 +1.080560789110806581e+03 +1.119064214281807608e+03 +1.069152072817021462e+03 +7.740343206374312786e+02 +8.456205985392964521e+02 +3.329511468609558733e+02 +7.973956269567642039e+02 +7.317558262590521281e+02 +4.687858958724796139e+02 +5.603979136572213520e+02 +3.180232056079796621e+02 +1.179463131412889879e+03 +8.157670519179541770e+02 +3.826593435504021272e+02 +8.700152532096374216e+02 +8.267218582885061551e+02 +1.001543629241511439e+03 +9.252403656761773618e+02 +1.007332526413528512e+03 +1.174939101884159982e+03 +2.976900208272136297e+02 +1.083195639469091020e+03 +5.336422559387722231e+02 +9.196718907036503197e+02 +1.071471352133898563e+03 +1.028288146486640471e+03 +6.378374684508235077e+02 +1.090406888323220528e+03 +1.408953604531462133e+03 +8.605675644173483079e+02 +1.050046103451772524e+03 +7.195802058483484416e+02 +8.961926738618453783e+02 +8.130854399929032752e+02 +1.152264880804760651e+03 +7.538195385276151228e+02 +7.993582169124092616e+02 +7.499769935174333568e+02 +7.706696507064724528e+02 +1.027248754927998107e+03 +1.027160908543638470e+03 +6.428839798800993321e+02 +4.855098101261686452e+02 +8.314917575029802492e+02 +4.425763821093175920e+02 +6.586833970291520473e+02 +8.768737716434279719e+02 +7.096319197913985590e+02 +7.802042983279186501e+02 +5.514483358308805236e+02 +1.030759050867804262e+03 +4.043012523798964821e+02 +8.765856667245195695e+02 +9.409978898223623673e+02 +3.802412416014862515e+02 +4.766063000030013654e+02 +7.044582252356759682e+02 +8.313306746552179902e+02 +6.478035258698878351e+01 +1.118836591404880892e+03 +1.091136190932096724e+03 +7.482007900442849859e+02 +4.425763821093175920e+02 +7.759374786907517318e+02 +1.355321738769984677e+03 +1.145428725606908984e+03 +8.328335211017829351e+02 +1.116845011396112568e+03 +7.436151054961942464e+02 +1.172774000601650869e+03 +7.476701698691733782e+02 +8.241893960448369398e+02 +1.147178956749080726e+03 +9.459259983432975787e+02 +9.566681178630426530e+02 +8.833313529305137308e+02 +9.188650437767909125e+02 +9.261835643743320361e+02 +3.826752981832631235e+02 +8.291489964563163539e+02 +9.784197545905576590e+02 +4.423172155370616565e+02 +1.025751056569697084e+03 +8.993464167639276639e+02 +9.146721333853005262e+02 +5.170904676142199605e+02 +9.280260868159318761e+02 +1.063190451583760023e+03 +1.343673850311735350e+03 +6.784807932267950719e+02 +7.419439065692987469e+02 +3.180232056079796621e+02 +5.728846301719125904e+02 +1.014157258462839309e+03 +9.474049779181914346e+02 +8.435608285835621700e+02 +9.924518856230934034e+02 +3.562868951673051470e+02 +1.059326363231051801e+03 +7.479599515809550212e+02 +8.869050729436013398e+02 +1.105778026589800902e+03 +1.188400527362468210e+03 +5.683375557023019837e+02 +7.933421940975590587e+02 +1.021097494543874291e+03 +5.027219738991938129e+02 +1.145098806442256091e+03 +1.243705673607230437e+03 +1.081561110463297382e+03 +1.053414335039535899e+03 +9.338959656933708402e+02 +1.015266217859035123e+03 +1.197989624566960174e+03 +9.009964828698496149e+02 +1.194360189713486079e+03 +1.226291338466779962e+03 +8.618526580866514450e+02 +5.416344944582195922e+02 +7.756155722083681212e+02 +9.674394733031306259e+02 +1.219127006864116083e+03 +8.128075886101877359e+02 +7.805209479012819429e+02 +5.418577383948934312e+02 +1.067169057473109206e+03 +6.479936841604226174e+02 +1.115128266274389262e+03 +1.000151233129985712e+03 +1.055630820734314966e+03 +5.923930060041529941e+02 +8.313325103328282921e+02 +1.029126253423480193e+03 +9.253007142984241682e+02 +6.796128982655947084e+02 +9.424206729608976048e+02 +9.390383969534268545e+02 +1.178894448294585800e+03 +7.482007900442849859e+02 +1.173700590301462853e+03 +1.096245009491291512e+03 +7.484097217979433481e+02 +1.143218385200380453e+03 +1.025132726205995823e+03 +1.128665042591147994e+03 +3.180232056079796621e+02 +1.006218312631328558e+03 +1.057332919716795914e+03 +1.422502568927517132e+03 +1.109600372626723129e+03 +1.073537635182163740e+03 +7.305891359846125397e+02 +6.622370445964872943e+02 +1.014601473795798142e+03 +7.395966076496929418e+02 +6.465614624462191387e+02 +7.204694742697967058e+02 +1.233629329035403771e+03 +9.653134268972278278e+02 +8.460182774240921617e+02 +4.423172155370616565e+02 +8.436735228795391777e+02 +1.364848055111367557e+03 +3.770818322133727634e+02 +6.801191717454048558e+02 +1.268441523580414014e+03 +1.014825615124120304e+03 +1.278971751339472348e+03 +6.816892629733217746e+02 +8.695568225120268835e+02 +1.137154846356332655e+03 +8.947375976853970769e+02 +3.603182663180934924e+02 +3.180232056079796621e+02 +1.035181582988251193e+03 +1.242573832469841363e+03 +8.152852290564713940e+02 +9.134061497070008500e+02 +7.284536255784983041e+02 +1.105131924061359086e+03 +7.242292305869154916e+02 +9.088173933711391328e+02 +7.380711541918543617e+02 +6.148189417082890031e+02 +7.745739987688036763e+02 +1.077539171147823026e+03 +9.734933740333882497e+02 +9.009247562163146767e+02 +3.801700747282011434e+02 +1.089254104591579107e+03 +9.543804046098332492e+02 +8.181387268479744534e+02 +6.073010271508826463e+02 +9.924518856230934034e+02 +7.538195385276151228e+02 +1.324448110555873654e+02 +9.658696985539966136e+02 +6.708384185751638142e+02 +6.294415334879515740e+02 +8.264312112359505136e+02 +9.776861469515132512e+02 +1.265701055097739527e+03 +9.692619529888390844e+02 +9.402636972028237778e+02 +6.300586116908168606e+02 +1.077180442365749968e+03 +9.130739111906960943e+02 +7.189036415662453692e+02 +8.504224264164041642e+02 +1.098895199398970362e+03 +6.844753513427210692e+02 +1.120736936317131722e+03 +6.456602700231806011e+02 +1.143207971540597100e+03 +1.159225394272217727e+03 +4.970514229500528245e+02 +1.324012351154447515e+03 +1.045662440524870362e+03 +8.345545411915550176e+02 +9.043139337018540118e+02 +4.121252617365013293e+02 +9.850387900850223559e+02 +9.913157218813513509e+02 +1.000759759939303876e+03 +8.656311890204837027e+02 +8.334624503127473645e+02 +1.053915538898750128e+03 +6.098120762137825750e+02 +1.194701278299749902e+03 +1.260579405742994368e+03 +7.765573111888011226e+02 +9.517354872032593676e+02 +1.050880217560652454e+03 +4.137400011438737693e+02 +1.036943301920929798e+03 +9.021615377212297062e+02 +5.977402503684411386e+02 +1.173095378663964766e+03 +1.077925562450639745e+03 +9.807417744473486891e+02 +5.720029491360588736e+02 +1.141037420532803026e+03 +5.474457387102146413e+02 +1.048700865096410325e+03 +8.846216526914353153e+02 +1.230857766438529325e+03 +6.285251697384530871e+02 +9.167600465182464404e+02 +1.023046956116654087e+03 +1.289320295581749178e+03 +8.122845319490185148e+02 +1.128048915661047886e+03 +8.253241236863948416e+02 +9.584394516071588441e+02 +9.013881787622852926e+02 +5.831280883257272762e+02 +8.732535994053307604e+02 +5.199359210887939753e+02 +3.180232056079796621e+02 +6.204997136879874233e+02 +1.281024748357747740e+03 +8.881639437306473610e+02 +1.000411067679502025e+03 +3.770818322133727634e+02 +1.184670814483901040e+03 +1.170659882361458131e+03 +9.288461305125018725e+02 +6.142402781101455957e+02 +1.055018309383592168e+03 +1.050151191593645763e+03 +1.202790155441422257e+03 +8.712399909905929007e+02 +9.948416834064398699e+02 +1.214191166958834174e+03 +9.700094806667184457e+02 +8.967988522610321525e+02 +1.079735292332803283e+03 +8.623773217677193088e+02 +7.130795344837696348e+02 +9.017257132002462185e+02 +4.435123433979922538e+02 +1.084356284800308003e+03 +9.830933722832228341e+02 +7.644896334711140753e+02 +7.031045748736499945e+02 +6.529859501901673866e+02 +6.947571265421131557e+02 +2.262770631794238625e+02 +1.232622225630497041e+03 +1.066029361767393311e+03 +7.250215839994872340e+02 +7.890056847853247746e+02 +8.878706026693706690e+02 +6.922386684147104461e+02 +7.367573141847879015e+02 +7.037835604868172368e+02 +7.843107792700636764e+02 +7.805317979739777456e+02 +1.335373153550457573e+03 +8.143981819614687083e+02 +8.957447018659789819e+02 +1.106131645657012996e+03 +1.023302577212544634e+03 +6.593817125721774346e+02 +1.356767674383711892e+03 +1.165339228752512781e+03 +9.987985459767910470e+02 +1.045805991099439780e+03 +1.050252655288651567e+03 +8.370226647278809651e+02 +8.981445046233259291e+02 +8.588545193662521342e+02 +1.090700253338351558e+03 +9.902165032623103116e+02 +2.401343012008193512e+02 +1.026065405495591222e+03 +5.842168923642025220e+02 +5.101367842468011986e+02 +7.111205385923046833e+02 +6.285251697384530871e+02 +1.165339228752512781e+03 +1.288814107715804766e+03 +1.168817608388086683e+03 +6.538399284256694273e+02 +1.083309972642940465e+03 +4.576163183935326515e+02 +4.669463957359895403e+02 +7.127476537031487851e+02 +1.055366765549537831e+03 +9.246575331407525482e+02 +6.678263988815729135e+02 +6.760870812718360412e+02 +9.733911637382617528e+02 +8.878706026693706690e+02 +9.928481412531103842e+02 +1.236514768619669212e+03 +1.009844928229864536e+03 +9.505894821760185778e+02 +9.955532698080934324e+02 +4.359593870523202668e+02 +9.621233256957342519e+02 +7.536038038064364173e+02 +9.404214020481407488e+02 +1.094976058775671163e+03 +6.431380235526507931e+02 +1.229518358472133059e+03 +8.632984160248248600e+02 +1.207428549217115687e+03 +1.109443601432913965e+03 +6.568042014940747322e+02 +1.109480798421360305e+03 +8.810257775788272738e+02 +1.091070322695906270e+03 +4.398103005203165594e+02 +6.212643790726983752e+02 +7.889984453915222957e+02 +1.093566166481116397e+03 +7.652348650190822354e+02 +8.644151284291951924e+02 +7.718355159186139645e+02 +9.911693602508203185e+02 +1.073791946376270516e+03 +6.762045337619119891e+02 +6.308464835557419974e+02 +8.654521205266578363e+02 +9.739841550533437839e+02 +9.307361504923095481e+02 +3.238793592846678848e+02 +9.232303599875924647e+02 +1.044677463339195128e+03 +7.482007900442849859e+02 +6.719551470809851708e+02 +7.137620101736822562e+02 +3.826593435504021272e+02 +1.215111063610122073e+03 +1.217502364521594245e+03 +9.030100026373963829e+02 +8.636299059111578345e+02 +1.044791215697502366e+03 +7.996450323754731926e+02 +1.207076247678948675e+03 +9.450271657896021225e+02 +6.092974188000366667e+02 +8.634947365849061498e+02 +1.125194101675634556e+03 +9.333003099098906432e+02 +1.149719631208018654e+03 +9.656780318260553031e+02 +9.865429389990579239e+02 +1.018049711442604575e+03 +4.876535890535883482e+02 +7.895224948325471814e+02 +5.157631975164197229e+02 +1.077873696675220799e+03 +7.270158251999632739e+02 +8.584981032314406093e+02 +9.969644002118998287e+02 +1.007087922897981457e+03 +8.193178996409609454e+02 +1.026047731283050098e+03 +1.078956903441484428e+03 +1.010764330657066125e+03 +1.038776354114113701e+03 +1.041218266640704314e+03 +1.212281469278292889e+03 +1.187299169075788996e+03 +1.273758179079206911e+03 +8.111836848819127681e+02 +6.542436918125588363e+02 +9.144586980965984822e+02 +9.157553529701298203e+02 +1.164370157194534158e+03 +8.191372981401437983e+02 +5.432295028304220068e+02 +1.192225207523914378e+03 +1.168899742351779423e+03 +8.164223827340510979e+02 +1.038165895972587350e+03 +6.378021929087876742e+02 +1.066681985308312051e+03 +1.107202035805711148e+03 +4.667974777073710584e+02 +9.774516621835927026e+02 +6.072594092911035659e+02 +5.878133834354101737e+02 +1.171508442360719073e+03 +7.752298076700831189e+02 +1.147114279443111172e+03 +1.259569181737733288e+03 +1.054659100524344012e+03 +5.971648707067586201e+02 +5.329792098299653844e+02 +1.064589352908570163e+03 +1.081492568385673621e+03 +8.477447302852863231e+02 +6.290068729239072809e+02 +7.363239792316787771e+02 +1.207444440057727661e+03 +7.253199592221642433e+02 +1.222017264050597532e+03 +7.212986672884542259e+02 +8.913048672551960863e+02 +1.125602256054083227e+03 +8.819355944452371432e+02 +1.023987009440326688e+03 +1.097323675118049778e+03 +1.167779316112577362e+03 +9.644622758962682383e+02 +5.793999291710224497e+02 +8.708410210099353890e+02 +9.179748601443325242e+02 +8.381061159719984062e+02 +9.107980787544686336e+02 +1.314311423516735886e+03 +8.194098066838168961e+02 +6.505845567540272896e+02 +1.130708849524502057e+03 +5.550106658053828141e+02 +1.340346178592110391e+03 +1.060348874420077436e+03 +9.228386185052859219e+02 +4.636720651508912852e+02 +1.040902334374617794e+03 +1.177588513693910272e+03 +4.363841534146304184e+02 +9.402576480042009734e+02 +1.119064214281807608e+03 +1.051579815203786666e+03 +1.118869673608261564e+03 +9.062599672089511387e+02 +1.186460395468664046e+03 +9.367133330826095516e+02 +7.538195385276151228e+02 +8.789467831185046407e+02 +5.983533372795809555e+02 +1.710855407760008120e+02 +1.107315502211856256e+03 +7.068041606203014453e+02 +1.265349177794237676e+03 +1.170846721774493517e+03 +3.180232056079796621e+02 +9.719588422809615622e+02 +9.694874050195837754e+02 +8.626240583960483264e+02 +7.366791141797511955e+02 +7.540466782412461271e+02 +3.180232056079796621e+02 +1.172403172162711599e+03 +9.130739111906960943e+02 +6.846654912774645254e+02 +1.119336086234357026e+03 +1.041604370627638446e+03 +1.119064214281807608e+03 +9.888164550797499714e+02 +9.212989901992382329e+02 +1.038965368246146909e+03 +9.784197545905576590e+02 +1.194565604688862095e+03 +9.449244809289643854e+02 +1.124935845858575931e+03 +1.321177691802175104e+03 +9.547399934900613516e+02 +1.298447957438631647e+03 +7.011416520736206621e+02 +1.024063539234178279e+03 +8.345127204601567428e+02 +1.012823920801826603e+03 +6.835524266123054531e+02 +1.093137245658321945e+03 +8.895734425287148497e+02 +7.007681271888154697e+02 +7.114313730423100424e+02 +6.436129150651048576e+02 +1.090357440542387394e+03 +8.235451167543616293e+02 +7.588682760898232118e+02 +1.112667973087983000e+03 +8.193604540068980668e+02 +1.078759432269778472e+03 +1.133541008880353957e+03 +9.779235362127894859e+02 +1.792262509283044892e+03 +1.062091716867941614e+03 +1.165695356054196964e+03 +1.005273063467068368e+03 +4.040517433225462582e+02 +8.584066415825489003e+02 +1.155008430478887021e+03 +1.013812727936354804e+03 +5.460094594075159193e+02 +9.674643019569396074e+02 +5.172710037772141050e+02 +3.356120059452579767e+02 +1.074547818617241319e+03 +8.036612753327449354e+02 +1.041819472059043619e+03 +9.600177783584740610e+02 +7.423467660370660042e+02 +1.138709980091231273e+03 +9.889496824046003667e+02 +1.199303667091957323e+03 +8.880568268908506298e+02 +1.050451308005504188e+03 +3.647394020287632657e+02 +3.934566278543370572e+02 +1.320478161103126240e+03 +9.986828137183615581e+02 +7.033499309517216034e+02 +1.066386127776274634e+03 +7.740343206374312786e+02 +2.262770631794238625e+02 +1.095378779737056448e+03 +5.359264630877689797e+02 +8.391381220522198419e+02 +9.133791125259251658e+02 +8.310719355642038408e+02 +1.160870675196694947e+03 +5.934881801535902923e+02 +6.634546838731921525e+02 +9.740135867193721424e+02 +8.034261699683147526e+02 +7.479599515809550212e+02 +1.339418246372726571e+03 +7.934879765047928686e+02 +7.312878971218611923e+02 +1.135026403335110899e+03 +6.916815598929629232e+02 +1.079159899725962987e+03 +1.119550319446087997e+03 +7.501585785301421083e+02 +9.133670909529050732e+02 +9.650517992481876490e+02 +1.036195618038861994e+03 +9.427289948727921001e+02 +9.635673646095385720e+02 +7.628840067181533868e+02 +4.302948909535555231e+02 +1.236523367003159137e+03 +9.214103081195213463e+02 +1.228187873626159671e+03 +7.137735988708293462e+02 +6.507255358234895084e+02 +9.267436818799999401e+02 +1.200178759924312999e+03 +8.874141119893779432e+02 +9.640426883191402112e+02 +1.128278188580953611e+03 +1.012117620754728705e+03 +3.859084675840520049e+02 +6.459168606100706711e+02 +7.685188953544302422e+02 +6.171973314026711250e+02 +8.478567838481387753e+02 +8.696477230393909394e+02 +4.365129154047240263e+02 +5.477603927455679695e+02 +6.442573239247485617e+02 +1.096694197223160472e+03 +7.723026840113284379e+02 +1.120402595053148843e+03 +6.538399284256694273e+02 +1.178568152239889514e+03 +1.025751056569697084e+03 +6.643471125072223913e+02 +1.118791514932584505e+03 +1.020604398756799355e+03 +7.279359476251374872e+02 +8.705016246849879735e+02 +7.379561084939473403e+02 +1.258496170711964851e+03 +8.967945324959088111e+02 +8.253581234861653684e+02 +2.859031581774379447e+02 +5.971648707067586201e+02 +1.380773809816778794e+03 +1.042195738815742970e+03 +1.264777149584412882e+03 +1.147621300404025078e+03 +6.455659293236516305e+02 +6.593817125721774346e+02 +4.563627153978775368e+02 +9.307361504923095481e+02 +7.231932829329425658e+02 +1.104887344129893563e+03 +5.188861176016359877e+02 +1.260967714296604981e+03 +6.246124192352194768e+02 +1.196066500831982012e+03 +1.173061200578379157e+03 +1.103249594587760839e+03 +1.244224381005563373e+03 +9.045929173021522729e+02 +6.145810216549584766e+02 +9.633295330837613619e+02 +1.339366352254379990e+03 +1.163702329015935675e+03 +5.791561583365494243e+02 +1.090171754492579112e+03 +1.059996154410489453e+03 +4.040517433225462582e+02 +8.073322350070327502e+02 +1.130353504993733623e+03 +8.776169101527364091e+02 +8.732488384871917333e+02 +8.172455025026090425e+02 +5.231169951580793622e+02 +1.182431323415570432e+03 +1.186081171311514709e+03 +1.090328656567287453e+03 +9.659670107750712305e+02 +9.873928040321025037e+02 +1.391979903877786001e+03 +8.568103126977410966e+02 +7.700652000042321106e+02 +8.183911214998204287e+02 +9.645829461144426205e+02 +8.088516518517096756e+02 +8.154755260414576696e+02 +9.194902404844997363e+02 +4.425763821093175920e+02 +8.117277099025158122e+02 +7.656513722461845646e+02 +1.000411371919691646e+03 +1.126087921870453556e+03 +1.041180533809696499e+03 +1.059607404849641171e+03 +1.168596185902529669e+03 +8.480109600335995310e+02 +6.393657618073980302e+02 +8.427020901682191152e+02 +9.252403656761773618e+02 +1.136647917147890894e+03 +8.647264782420354550e+02 +1.366493298148119038e+03 +7.859186772885309438e+02 +1.141562036295169037e+03 +1.012033351338478951e+03 +1.309221330387249736e+03 +1.017258291832343389e+03 +1.130909601248419904e+03 +1.252994813615867770e+03 +1.144226523695018159e+03 +9.381810083029806719e+02 +1.336378644451443506e+03 +9.411772809333480154e+02 +1.156729847461981763e+03 +1.277701504671383191e+03 +4.442119049324145976e+02 +5.233372368117286442e+02 +1.219922110094875734e+03 +6.013354412901765045e+02 +9.142595931400301197e+02 +1.207929138533122114e+03 +1.112302004272772137e+03 +6.354447666506476935e+02 +1.829040958419785738e+02 +1.226091155778633947e+03 +1.191725380376401063e+03 +7.337648159786338056e+02 +7.400663422763673225e+02 +8.409688800242374782e+02 +7.597819341002023066e+02 +1.209489512890928381e+03 +5.394828417882727081e+02 +1.092314285300010397e+03 +1.040133184013647451e+03 +5.971648707067586201e+02 +1.004436499412335706e+03 +7.118116432936240017e+02 +9.582034969783321685e+02 +7.715659582826285714e+02 +8.482621530014606606e+02 +7.418126920129429891e+02 +9.136343213920649760e+02 +4.086945941868436876e+02 +8.565503608113085647e+02 +1.121027621568176983e+03 +5.569787119086261100e+02 +7.486647445443272773e+02 +1.244990863777622508e+03 +7.079876434235923170e+02 +7.538326492308424349e+02 +4.422918482352135925e+02 +1.101194360373721793e+03 +8.816824222614460496e+02 +1.173376915067354730e+03 +1.829040958419785738e+02 +9.271586185676551395e+02 +1.157883608815221578e+03 +1.179361854136119064e+03 +1.119655314214919827e+03 +1.221501858719176653e+03 +7.422036905432823914e+02 +1.080560942317008539e+03 +1.118638935136095824e+03 +8.117531085130369775e+02 +3.180232056079796621e+02 +8.221534244005914616e+02 +3.180232056079796621e+02 +7.444079068744470078e+02 +1.415810557277519365e+03 +1.320730206386646842e+03 +5.589190310824142216e+02 +8.689133065438219319e+02 +1.227679989230331103e+03 +8.061506884284954140e+02 +7.904210798901862063e+02 +8.470428429259384302e+02 +7.188722426004131876e+02 +9.840258118987211446e+02 +7.828458894930300858e+02 +8.143249976832767061e+02 +1.124150793387507292e+03 +1.260859015088319666e+03 +1.143082757251848761e+03 +7.730331734957903791e+02 +1.181225732182575030e+03 +7.723026840113284379e+02 +8.815595179302699762e+02 +9.239535246892368150e+02 +1.251914401081856795e+03 +7.860675155297052470e+02 +8.742525025558400102e+02 +1.133209519811448445e+03 +8.714741864476034152e+02 +7.828987833384711621e+02 +5.118833663623379380e+02 +1.150410532166807116e+03 +1.225418699033683879e+03 +6.616301046880203103e+02 +5.651798942968066513e+02 +1.063195136813351155e+03 +1.231581057430001010e+03 +3.979179923566891830e+02 +8.462959405063854774e+02 +1.160519974360372316e+03 +6.711431685718239351e+02 +8.617385062842610068e+02 +5.879237244573159842e+02 +9.671347847231310197e+02 +1.082565626987179030e+03 +8.020230339565524673e+02 +3.180232056079796621e+02 +1.062574909027840931e+03 +7.891880762624484760e+02 +7.209782946099180663e+02 +1.096752062685297915e+03 +9.634328961700614400e+02 +1.065717518928479421e+03 +7.243877808716779327e+02 +9.245865793648699764e+02 +9.603752716325060419e+02 +8.562805504725807850e+02 +7.728599695911480012e+02 +1.165339228752512781e+03 +1.176002765783432096e+03 +9.922785004628958632e+02 +1.226728959582144398e+03 +6.288397753594431379e+02 +9.291694823571203870e+02 +1.258419245576557842e+03 +9.937156088743619193e+02 +7.059059202437874774e+02 +9.762719826488041690e+02 +9.540663504220943878e+02 +7.892411138209099590e+02 +9.331148775253847134e+02 +9.741762292789771891e+02 +8.773378408224727991e+02 +8.448412337653994655e+02 +8.451478613625006346e+02 +6.790539187879883229e+02 +1.076802940616427350e+03 +1.159135270169706018e+03 +1.034669236844289117e+03 +7.233546670553931790e+02 +6.630831422436169760e+02 +8.638905316410655360e+02 +7.649013191866695252e+02 +1.002821726069253145e+03 +1.147937830346034389e+03 +1.017775608326119027e+03 +6.602094597151246944e+02 +9.309200256956341946e+02 +7.767066778335019990e+02 +1.157706243147121313e+03 +1.136835932158006926e+03 +7.024241274862843056e+02 +6.727088473604089813e+02 +1.204384104992467655e+03 +1.091252401322050446e+03 +5.426982556504440254e+02 +1.074162947851817080e+03 +8.310885607183346337e+02 +4.988064532407130400e+02 +1.194896422176616397e+03 +1.410260851723533960e+03 +1.251691648434342596e+03 +8.750453388261096279e+02 +7.720761527835607012e+02 +8.139038437983974745e+02 +7.701008748462741096e+02 +9.240469299960736862e+02 +9.404239339000197333e+02 +8.436868633490614684e+02 +1.243915112576147294e+03 +6.212643790726983752e+02 +5.435414158519497505e+02 +8.098401684711207054e+02 +1.208764507465431507e+03 +8.149993812911028499e+02 +6.529859501901673866e+02 +9.822804463586785459e+02 +1.152061604603847172e+03 +2.720199591903287910e+02 +7.980823361235457014e+02 +5.727883927161362863e+02 +7.662643261357436586e+02 +2.262770631794238625e+02 +1.084494871854772555e+03 +1.180815231945775849e+03 +1.220532808012934765e+03 +5.329138137256445589e+02 +1.037059023604502045e+03 +1.205325653600099486e+03 +7.179163535419385198e+02 +7.644633286772466363e+02 +7.765397119688573184e+02 +1.145187426051774310e+03 +9.199437006929051677e+02 +9.211263938295486469e+02 +6.538399284256694273e+02 +9.483846760999120988e+02 +8.121282259029931083e+02 +1.179566177873850847e+03 +7.551905334796338138e+02 +1.278847848482924292e+03 +1.200930093386999033e+03 +1.030424691809808792e+03 +6.421786883369293264e+02 +7.952438449540753709e+02 +9.611505442462049587e+02 +4.697138747076521668e+02 +1.100269152498030280e+03 +1.057790323772180272e+03 +1.091824178906398402e+03 +4.499999022335355221e+02 +1.323548385677872830e+03 +4.204141552137680264e+02 +7.141767865142137452e+02 +1.073537635182163740e+03 +1.075327384585153141e+03 +7.159373089131174765e+02 +8.371673610558120799e+02 +9.195286879549362311e+02 +8.561967443056282718e+02 +1.000024865516592740e+03 +9.870950689747818387e+02 +9.101642684600140001e+02 +1.242024504842713213e+03 +3.180232056079796621e+02 +1.124166599087413260e+03 +9.309200256956341946e+02 +7.044582252356759682e+02 +1.411892530004609512e+02 +1.175257914938594240e+03 +1.152665172054245431e+03 +7.836425477312278645e+02 +1.075662469568180313e+03 +8.515828160215141907e+02 +3.647394020287632657e+02 +9.322698645876914725e+02 +1.043771966577787907e+03 +9.765253509906475529e+02 +5.831280883257272762e+02 +5.690034045643756144e+02 +8.505035692699361789e+02 +1.192787224863322535e+03 +1.211376320406076729e+03 +5.568980421764779294e+02 +3.668872709002041574e+02 +8.605675644173483079e+02 +7.870017788315201415e+02 +8.477447302852863231e+02 +9.423081730188856682e+02 +7.733527015075208055e+02 +9.066171976189087900e+02 +2.213345321854193344e+02 +6.228081007664725348e+02 +8.114560793364100846e+02 +8.509693145900187119e+02 +1.194702892972079098e+03 +1.042074576499225032e+03 +4.432285245897221557e+02 +1.175168078143914499e+03 +1.031045962912567802e+03 +1.084692898003123673e+03 +7.383229736902335389e+02 +6.622370445964872943e+02 +1.547343611009175675e+02 +1.208448901690090679e+03 +9.918874137187854103e+02 +6.336207120618282715e+02 +4.609060048112874028e+02 +5.364765732274311176e+02 +2.904091519978065890e+02 +6.969581637767473694e+02 +6.345048486394662177e+02 +8.585659611174720567e+02 +9.584990599111595202e+02 +1.190260686222311733e+03 +1.070369457548304581e+03 +6.771475730041005363e+02 +3.180232056079796621e+02 +1.061106448723060566e+03 +8.164737988031674831e+02 +1.211465683249039785e+03 +1.200963137405656653e+03 +8.748800133533632106e+02 +1.081604657201754890e+03 +1.024973904469238960e+03 +8.267701587020178522e+02 +9.154238059090786237e+02 +1.209758187225842903e+03 +1.053984254015891565e+03 +1.580379536173134056e+03 +7.450584462372129337e+02 +8.798079413464115532e+02 +5.027219738991938129e+02 +9.877947287647373287e+02 +1.229774792298126613e+03 +8.520911832687252172e+02 +8.185616188994471258e+02 +3.614152085264457810e+02 +1.056808738517159782e+03 +6.204997136879874233e+02 +9.966597827745524683e+02 +1.095941383962401005e+03 +1.043544371500759553e+03 +1.146358949428525648e+03 +2.789509783105761471e+02 +1.015416744893036139e+03 +1.126926472190335517e+03 +6.041793111615065754e+02 +7.983915949043355340e+02 +1.084055303063747260e+03 +1.091298873079694204e+03 +1.160458328618099131e+03 +1.188869786939405458e+03 +9.431118996739130580e+02 +9.593817850737809749e+02 +7.662970571217422275e+02 +7.097940357164162606e+02 +5.104189488248023281e+02 +6.193122630927227874e+02 +5.023166601240060345e+02 +1.210224330959538975e+03 +8.883686264688915344e+02 +7.593734272396200140e+02 +1.020963746357854347e+03 +5.700139120132805601e+02 +1.302292149006930003e+03 +9.747367601163123254e+02 +1.094458749896843074e+03 +1.166367160037068516e+03 +7.689842078105830296e+02 +1.107643521910508525e+03 +1.215937930524291460e+03 +4.425763821093175920e+02 +1.165339228752512781e+03 +7.179163535419385198e+02 +1.037583425606999072e+03 +1.240719702721080012e+03 +9.706988779683126722e+02 +7.477386920358234192e+02 +6.013574289067249765e+02 +8.646122805200295716e+02 +1.127016955769114247e+03 +8.605675644173483079e+02 +7.453860039627791139e+02 +1.106451387828997667e+03 +1.185887548359898574e+03 +1.106287408451931242e+03 +7.040266244920503595e+02 +1.517183716932332118e+03 +7.642756435817408374e+02 +3.871519275210152387e+02 +8.460162266520575258e+02 +3.354992077106732040e+02 +1.095811533509755236e+03 +6.187174879469687312e+02 +1.068964631233971431e+03 +5.171979420480950012e+02 +6.455659293236516305e+02 +9.832944131773190293e+02 +9.600166119711939245e+02 +1.035219268382212704e+03 +1.111350608964303774e+03 +1.087788644408152322e+03 +1.324795902260539833e+03 +8.798016284520796262e+02 +8.876857027892824590e+02 +8.211715504140352095e+02 +7.717266537748178052e+02 +1.136881914301013694e+03 +6.865226429487652240e+02 +5.027219738991938129e+02 +1.133434848442649354e+03 +1.558467780502324786e+03 +8.387852447759585175e+02 +8.335422789670203656e+02 +7.255919942155480840e+02 +1.216788765554230849e+03 +1.098192866783303998e+03 +9.750161322414938923e+02 +8.370834816694083429e+02 +8.235647519489881461e+02 +5.432295028304220068e+02 +7.255919942155480840e+02 +1.461757217045633752e+03 +4.338328210974831336e+02 +6.838331788751297609e+02 +5.325531900993504451e+02 +9.739858056580712855e+02 +1.008079287428457860e+03 +1.155754458612201233e+03 +8.742525025558400102e+02 +1.001253332233028914e+03 +7.746463576442093881e+02 +1.136560611424408307e+03 +7.149145822484783821e+02 +1.033618719958177735e+03 +1.035600025355308389e+03 +9.915360334228379315e+02 +1.105155123406779694e+03 +6.631541425726231864e+02 +7.768643023255131084e+02 +9.241024706090067866e+02 +8.576871653756629712e+02 +9.920780030319630214e+02 +1.233305655058867842e+03 +1.226956139161153942e+03 +6.468004410309658851e+02 +6.778354588976735613e+02 +8.183911214998204287e+02 +1.084286216104055256e+03 +1.012289524578439909e+03 +1.087501930288613266e+03 +1.059001426443406217e+03 +8.820838190306869819e+02 +9.425945320871420563e+02 +1.111677426050869144e+03 +1.179743365008922410e+03 +9.759524883946510272e+02 +8.652127285300231279e+02 +1.024186680677749337e+03 +1.041905637278610129e+03 +1.116277803775612938e+03 +1.024839872426914098e+03 +1.149356988302034097e+03 +1.014388679613755357e+03 +9.708474796229986623e+02 +9.243052112901270903e+02 +7.358787298351808204e+02 +9.932790023285177767e+02 +1.132891271527358413e+03 +9.665577261398075279e+02 +1.255745928460159121e+03 +5.672599926909509804e+02 +1.060438194245560226e+03 +9.308488699637138097e+02 +1.090345675922607370e+03 +1.079715524555213960e+03 +8.588813158950229081e+02 +1.069214691664302109e+03 +6.941007530574065640e+02 +1.058635644461101265e+03 +4.910608757142595096e+02 +1.115421644218892425e+03 +7.453804228768387929e+02 +7.501585785301421083e+02 +9.277420799280508845e+02 +1.207444440057727661e+03 +1.137923427931370497e+03 +1.401613510471683185e+03 +1.225310421371390021e+03 +7.062693089015131136e+02 +6.741360459425986846e+02 +8.814254873351494552e+02 +3.180232056079796621e+02 +9.563661970105052887e+02 +7.499769935174333568e+02 +1.337334733235486055e+03 +9.123880194745620429e+02 +9.693900930747591929e+02 +8.947716364744298971e+02 +1.036195618038861994e+03 +1.017023687222746503e+03 +9.772933769630998313e+02 +9.536986078601296413e+02 +1.306950600571923360e+03 +1.218700531899288762e+03 +1.118909607463591328e+03 +7.614205605155204921e+02 +6.736082936214911570e+02 +6.441977047039169975e+02 +9.683860869704960805e+02 +2.227512033106587523e+02 +1.268222862395723951e+03 +1.149898009756624788e+03 +1.017952698143096313e+03 +1.023436203642799228e+03 +8.605675644173483079e+02 +1.246218427984596929e+03 +7.561935132022940707e+02 +9.563661970105052887e+02 +9.328391013169143662e+02 +9.584465329677032059e+02 +1.071988938129287817e+03 +7.679502494434182154e+02 +1.283013987844234634e+03 +1.146752517618617276e+03 +8.267701587020178522e+02 +9.016719180655918535e+02 +7.482007900442849859e+02 +3.320926983942416086e+02 +4.425872284916074477e+02 +7.479599515809550212e+02 +6.694644413305761645e+02 +1.052922998467669458e+03 +1.045289355820948913e+03 +1.155852422489175979e+03 +9.412179977629411951e+02 +7.378687123556289862e+02 +9.894997056293206015e+02 +6.479402832021623908e+02 +1.153743644172934637e+03 +6.617599000544437331e+02 +1.186008733203650763e+03 +8.167454453079609493e+02 +9.225758080968215609e+02 +8.696860432350238170e+02 +6.623835269716178118e+02 +8.962033607988153108e+02 +1.160458328618099131e+03 +7.381144235899132582e+02 +7.857577958686139254e+02 +1.073571283550171529e+03 +9.257514675539360951e+02 +1.296900526217038077e+03 +6.687068568660247365e+02 +8.605675644173483079e+02 +7.153018018101208781e+02 +9.673800328049501331e+02 +7.212879832325671714e+02 +5.315995850649255772e+02 +9.299117250450178744e+02 +2.704491519923772103e+02 +4.897065775534524619e+02 +1.030478158865633532e+03 +1.165339228752512781e+03 +8.934727024326591618e+02 +1.225590088608950737e+03 +1.074547457298415793e+03 +7.420536925209032688e+02 +1.227908000476372308e+03 +1.068613948581344857e+03 +1.333027167053783614e+03 +4.542573061361590590e+02 +7.153742447854731381e+02 +1.241960854840549246e+03 +1.209813029073383859e+03 +8.832693300346785463e+02 +9.257894308274258037e+02 +1.047252355261492312e+03 +1.129540156987882938e+03 +7.990531978985217165e+02 +8.661874082479392882e+02 +7.940484698429308992e+02 +1.021679694326349022e+03 +9.549382802804916537e+02 +8.018372871752746960e+02 +5.759316055725098522e+02 +9.228586046336733943e+02 +4.588225493442394054e+02 +5.956511435565095098e+02 +8.659193775687747348e+02 +9.413857493713528584e+02 +2.262770631794238625e+02 +1.010707182395305267e+03 +1.073808444865948331e+03 +6.119645668164060908e+02 +1.034296431763821829e+03 +6.160920825581279132e+02 +1.050187945507596851e+03 +1.034264113507350430e+03 +1.197860626697767884e+03 +9.276043881272769340e+02 +1.103385676645827061e+03 +1.123558814773461563e+03 +1.082635586075458377e+03 +6.772743655828039664e+02 +9.849262004267916382e+02 +5.586433853740491031e+02 +8.819798617935223319e+02 +8.974900009663263063e+02 +9.047729986279150580e+02 +8.373171888764588857e+02 +1.150161156264138299e+03 +1.121220507142887982e+03 +3.555382659999449970e+02 +1.206285417665651721e+03 +1.060724241868860190e+03 +8.883670902797410918e+02 +1.346774669805424764e+03 +6.215479723303758419e+02 +9.325875490636240102e+02 +1.268239545311608254e+03 +1.138370102590696206e+03 +9.447211940217306392e+02 +7.410548342112489308e+02 +6.590284419960901232e+02 +1.116127083700283947e+03 +7.484097217979433481e+02 +8.890297294278350364e+02 +8.768737716434279719e+02 +9.480351741860907850e+02 +6.766600800231326502e+02 +1.020743001885224658e+03 +8.540994416334278867e+02 +1.184291410029276676e+03 +5.636867275475644874e+02 +1.114980697002624993e+03 +1.194815873690867193e+03 +1.021152046458539871e+03 +8.605675644173483079e+02 +7.469223610849462602e+02 +9.560440400783372752e+02 +8.224945967944222502e+02 +1.096780670607796310e+03 +8.171230860705575196e+02 +1.115167569891194944e+03 +1.062441244854099523e+03 +9.886761049019842176e+02 +6.254258432334700046e+02 +7.842629145321456008e+02 +3.562868951673051470e+02 +1.068655206344666112e+03 +7.935805962967849609e+02 +1.075209974108505776e+03 +4.696576351809844709e+02 +7.777797035873129516e+02 +1.137766086207522903e+03 +4.046874359754463057e+02 +1.099538100577996829e+03 +1.001310233085673417e+03 +7.851689889124606907e+02 +8.476048577311166810e+02 +8.622453845301713500e+02 +7.602356686683890530e+02 +6.529859501901673866e+02 +9.431862330939504773e+02 +1.050100066499742070e+03 +9.767605180261456326e+02 +7.794152127047251497e+02 +9.617944539567506581e+02 +1.026008310369613810e+03 +8.594330651792761273e+02 +4.847408649812180670e+02 +8.529177269148447067e+02 +7.021530465843372895e+02 +1.016196315097413617e+03 +7.867906508037908679e+02 +9.252403656761773618e+02 +8.116668588581208041e+02 +1.277137819554967564e+03 +8.712698424086144087e+02 +8.449319091776769710e+02 +5.604137795855256172e+02 +1.083068605063145014e+03 +7.648756214793988875e+02 +8.158537006540648235e+02 +5.364765732274311176e+02 +1.136974573771966561e+03 +7.730993790491629625e+02 +1.173372862336527078e+03 +8.611609418565171836e+02 +6.300139475085891263e+02 +6.420369981351110482e+02 +5.324032065913094129e+02 +9.224275043028910659e+02 +1.244971281992252898e+03 +1.115670251195297169e+03 +2.262770631794238625e+02 +6.267964818303364609e+02 +9.896317748058625057e+02 +8.894923657011252089e+02 +4.810840593332178514e+02 +1.041218290849286859e+03 +4.446310954859216054e+02 +1.297256817570269959e+03 +9.574752356343303745e+02 +1.051816143318589866e+03 +8.354353221189896885e+02 +9.383264013056261774e+02 +1.103241166688820613e+03 +1.118475076357683292e+03 +1.134123551064545268e+02 +7.952519652183696053e+02 +3.899688578637136516e+02 +7.331629085666943411e+02 +8.479300990870358419e+02 +1.046897408128020288e+03 +6.235736461069184315e+02 +1.185509786856466690e+03 +1.273580855251846515e+03 +2.262770631794238625e+02 +4.844171720658812319e+02 +1.296801609847177133e+03 +1.008642844191303084e+03 +1.108805587405522601e+03 +6.922386684147104461e+02 +1.371249446690118930e+03 +9.986533754124493498e+02 +9.423683533828996133e+02 +1.182541856859878862e+03 +8.934867069669221564e+02 +9.634224177728585801e+02 +4.001963003558132641e+02 +1.146358949428525648e+03 +1.130163231963153521e+03 +5.235641266049419755e+02 +8.849677200120131602e+02 +9.062423734820163190e+02 +7.989799589818902632e+02 +8.122845319490185148e+02 +1.193155285161827351e+03 +1.166866552989525417e+03 +1.181849419367631072e+03 +5.609132314645789847e+02 +9.579795130045624774e+02 +6.972646115725960954e+02 +1.829040958419785738e+02 +9.497901055186381427e+02 +1.055453278991724801e+03 +7.475017743410035109e+02 +1.215111063610122073e+03 +9.718810329203427045e+02 +1.320948532408172468e+03 +9.232890944990737125e+02 +8.467759373187121810e+02 +5.814581320576689905e+02 +9.916796005831101866e+02 +7.134373678575057056e+02 +6.798596926199179507e+02 +9.651805791503811633e+02 +1.051502218497076683e+03 +3.320926983942416086e+02 +1.118866182542180468e+03 +3.180232056079796621e+02 +1.074068467062764512e+03 +7.658838207087052297e+02 +3.914435114223090295e+02 +1.014622155771353846e+03 +1.075710160987966901e+03 +6.144552235021055822e+02 +1.147431902950477934e+03 +4.980308092615820215e+02 +1.026519038896031134e+03 +1.022523457077359240e+03 +8.045364746818282811e+02 +9.467759015288220326e+02 +3.871519275210152387e+02 +7.007681271888154697e+02 +7.377793208149514612e+02 +9.017805075548205878e+02 +1.060416526000787371e+03 +1.132383804495200820e+03 +7.798706603037045397e+02 +1.299208596475072682e+03 +7.958690025516257265e+02 +1.197304789009780961e+03 +4.369156648542236780e+02 +1.260579405742994368e+03 +1.066040706939627171e+03 +6.209446963794100611e+02 +1.235417887958069969e+03 +1.255095568053840225e+03 +7.527277769374948093e+02 +8.549250898152954505e+02 +1.335373153550457573e+03 +1.223610386391817428e+03 +1.186151446949708770e+03 +9.045370530108787079e+02 +1.087852872020140239e+03 +6.102197943827280824e+02 +9.466124176333488549e+02 +1.199624945972830574e+03 +1.094723524872648795e+03 +1.255694529553329176e+03 +5.524063889315382312e+02 +1.074751609120974990e+03 +9.517354872032593676e+02 +1.428394558318359032e+03 +7.701008748462741096e+02 +6.792252252326575217e+02 +8.704260032489042942e+02 +1.019766441626904793e+03 +1.204580855496709319e+03 +8.680712014156706573e+02 +7.538326492308424349e+02 +7.378152823233937170e+02 +9.690177438080173715e+02 +8.961076994875272703e+02 +1.011409980656443622e+03 +9.462268795000134105e+02 +9.942980867066168003e+02 +8.605675644173483079e+02 +9.493484790087991314e+02 +1.005261074160972044e+03 +3.340759926403021609e+02 +1.139894265481401362e+03 +1.138612629488128277e+03 +9.009034445941476861e+02 +9.808316385984060162e+02 +8.847413279550917196e+02 +1.241114420868803336e+03 +8.267701587020178522e+02 +9.560448173864615455e+02 +8.101619403602371676e+02 +1.059984611388089661e+03 +1.073689517086543219e+03 +5.453623919693170592e+02 +9.657598065871889048e+02 +4.429376414682569703e+02 +7.854265980830241460e+02 +5.027219738991938129e+02 +1.055243635660109931e+03 +1.094205593886922543e+03 +1.385800324851268215e+03 +9.293748641037702782e+02 +3.907114690427292771e+02 +9.135198279343524064e+02 +9.483846760999120988e+02 +7.241408880664308754e+02 +9.841128692589036291e+02 +9.209356580087468274e+02 +5.490228169222373253e+02 +9.771853126770356539e+02 +9.484246449517371502e+02 +7.717143706443924884e+02 +9.725195028361426921e+02 +5.917825533307470778e+02 +3.310565510773315054e+02 +6.820206271372732090e+02 +1.011614080452767666e+03 +8.258680449342573411e+02 +7.118116432936240017e+02 +1.015076759256075547e+03 +8.266784812882028746e+02 +6.405660517557557796e+02 +6.590284419960901232e+02 +8.388067747797541642e+02 +1.184082306644081427e+03 +1.057160107827262436e+03 +7.886595054306237671e+02 +6.529859501901673866e+02 +1.420787724429306081e+03 +7.102204592670195780e+02 +8.442862564829648591e+02 +1.169252772234628537e+03 +1.040882243377214081e+03 +8.698849937655360236e+02 +5.812904382026063104e+02 +9.269649989256564595e+02 +8.598883898105418666e+02 +7.724136551871429219e+02 +4.279336872009695298e+02 +8.775555549528853589e+02 +7.450916452532023868e+02 +7.801654209139463774e+02 +5.365959935625558046e+02 +1.317145511693882781e+03 +1.083038123149417288e+03 +1.155959336657907897e+03 +1.029789975395689453e+03 +1.201823352698854933e+03 +8.016265827126262593e+02 +9.109915540921554111e+02 +5.672599926909509804e+02 +9.249137761093591052e+02 +7.437570923539547039e+02 +5.067551819666444430e+02 +9.927939335054703633e+02 +9.485110433612171619e+02 +1.108791391524654500e+03 +9.281825545079943822e+02 +1.174504770867260959e+03 +9.146730875964599363e+02 +8.633999905677153492e+02 +1.262398420171700991e+03 +4.352598663051796848e+02 +6.812804900834478303e+02 +9.205149281995188630e+02 +9.374559384458704017e+02 +1.036051774074003788e+03 +7.620714694397237281e+02 +7.759812929500402561e+02 +1.031012278401057301e+03 +9.146432511389209594e+02 +8.169289510686653557e+02 +6.315551744218106478e+02 +1.189113562459241166e+03 +6.442573239247485617e+02 +8.605675644173483079e+02 +6.526377666627226972e+02 +1.125012214870515891e+03 +1.115602700862233178e+03 +8.180403841930344697e+02 +1.090849545436513836e+03 +1.237294159404270204e+03 +8.265119343461810786e+02 +1.022559013992010932e+03 +1.205646874845310549e+03 +7.689124512529765525e+02 +1.213028731739438399e+03 +6.593817125721774346e+02 +9.781760286744164432e+02 +1.023563147826997465e+03 +1.094562580326200987e+03 +8.477447302852863231e+02 +7.327973769237831903e+02 +7.994846371255780468e+02 +4.285893609626685929e+02 +9.099613513599002772e+02 +1.086700680109637233e+03 +7.479599515809550212e+02 +3.911197439897874801e+02 +9.319024085883739872e+02 +4.531515408446168749e+02 +1.204827345675220158e+03 +7.283651961554990066e+02 +1.138863838381530513e+03 +7.802402648800948555e+02 +1.021079705244489787e+03 +8.712399909905929007e+02 +1.208854545576966302e+03 +8.605675644173483079e+02 +9.142595931400301197e+02 +1.145243716258525637e+03 +1.031859813463355749e+03 +1.663363483821817681e+02 +1.167488094119705465e+03 +9.642979775078846387e+02 +8.504224264164041642e+02 +1.024714322525228454e+03 +1.892098837979654036e+02 +1.326292606560734612e+03 +8.546385882059888672e+02 +8.083844316307772715e+02 +6.547313937067988263e+02 +1.090643239411001787e+03 +1.133331201756041992e+03 +9.348752474826958405e+02 +5.009238405347359731e+02 +1.111460968725427392e+03 +9.020081706259154544e+02 +9.936862263484317737e+02 +9.905598260496798275e+02 +1.001938026731906803e+03 +6.061127824840539233e+02 +4.088843316382287867e+02 +5.977402503684411386e+02 +8.939872012103370480e+01 +1.128814540815594455e+03 +1.133268653017449651e+03 +1.103132602345114265e+03 +4.897065775534524619e+02 +1.034331583075486833e+03 +1.091247023609337703e+03 +1.145855016739801840e+03 +4.844171720658812319e+02 +8.818242515216054471e+02 +7.721331870026788238e+02 +8.271767453245590787e+02 +9.912010209762216846e+02 +1.114362191454156573e+03 +5.581331110270548379e+02 +9.840258118987211446e+02 +7.059059202437874774e+02 +6.345048486394766769e+02 +8.496555358311504733e+02 +8.808438438827686241e+02 +9.130522101164627884e+02 +4.649141874664287570e+02 +8.765589566148489666e+02 +1.211364015122564751e+03 +8.830494124412855399e+02 +1.109582883879750625e+03 +1.131050706857790829e+03 +4.040517433225462582e+02 +9.687251689243871624e+02 +1.020647402236550192e+03 +1.029035027529993840e+03 +8.934338167564237665e+02 +8.632685139106271208e+02 +7.845666706718959631e+02 +7.282140907719694951e+02 +8.969162566740712919e+02 +1.166204763355997784e+03 +1.103705365767729518e+03 +7.573993009011023787e+02 +1.153648730438865641e+03 +8.209814371365891930e+02 +7.331629085666943411e+02 +7.865626419346058356e+02 +1.292482103430918414e+03 +1.012372015958118254e+03 +1.114048193797266777e+03 +7.510218832687577333e+02 +1.012164778660526849e+03 +1.212298534093407170e+03 +5.468174920096618052e+02 +7.102204592670195780e+02 +9.717674016546192206e+02 +8.402369325078974498e+02 +1.018200180020943321e+03 +1.143327432597902316e+03 +1.122501662074031174e+03 +1.075169114646509570e+03 +1.185941440453037103e+03 +1.006868848392657810e+03 +6.839878096305003510e+02 +9.706869741776256433e+02 +1.045563603600582155e+03 +9.991079731355055173e+02 +1.204657744226041586e+03 +7.547503109659221536e+02 +9.978783771508618656e+02 +7.312528396486864040e+02 +1.065066510823884300e+03 +8.152837660692921418e+02 +9.530417462784331519e+02 +6.014376208710435776e+02 +1.125740851422884361e+03 +6.529859501901673866e+02 +5.516568807845295623e+02 +8.415373319221403108e+02 +8.122845319490185148e+02 +5.547522690416099067e+02 +6.705969475287063233e+02 +6.575223794902549344e+02 +7.272205475658911382e+02 +1.042120078379690540e+03 +9.932565615657335911e+02 +8.217608155278687718e+02 +9.523257073207706753e+02 +8.601152003830000012e+02 +1.150867366892028940e+03 +1.158327009134859964e+03 +1.180867554169076811e+03 +9.276043881272769340e+02 +1.275218827480516666e+03 +1.303353298848865734e+03 +8.902114458691390837e+02 +8.657262782046132088e+02 +7.547579847964057080e+02 +1.057135160832223391e+03 +5.747283025242446683e+02 +1.034313726899758421e+03 +9.880989426127420074e+02 diff --git a/chris/taskcellvol.py b/chris/taskcellvol.py new file mode 100644 index 0000000..9a679d1 --- /dev/null +++ b/chris/taskcellvol.py @@ -0,0 +1,65 @@ +# Literally just Gino's task1 code, with 2 strings changed... + +from traceback import clear_frames +import numpy as np +import matplotlib.pyplot as plt +import sklearn as sk +import pandas as pd + +from sklearn.pipeline import Pipeline +from sklearn.experimental import enable_iterative_imputer +from sklearn.impute import SimpleImputer +from sklearn.feature_selection import f_regression, chi2 +from sklearn.feature_selection import SelectKBest +from sklearn.ensemble import ExtraTreesClassifier +from sklearn.kernel_ridge import KernelRidge +from sklearn.model_selection import train_test_split +from sklearn.preprocessing import MinMaxScaler +from sklearn.metrics import mean_absolute_error +from sklearn.svm import SVR +from sklearn.linear_model import RidgeCV +from sklearn.cluster import KMeans +# feature_headers = headers = [*pd.read_csv('../data/train_descriptors.csv', +# nrows=1)] +# features = pd.read_csv( +# '../data/train_descriptors.csv', +# usecols=[c for c in headers if not c in [ +# 'identifiers', 'Unnamed: 0', 'name', 'InchiKey', 'SMILES']] +# ) + +feature_headers = headers = [*pd.read_csv('../data/train_mord3d.csv', + nrows=1)] +features = pd.read_csv( + '../data/train_mord3d.csv', + usecols=[c for c in headers if not c in [ + 'identifiers', 'Unnamed: 0', 'name', 'InchiKey', 'smiles']] +) +data = pd.read_csv('../data/train_crystals.csv') +#%% Train / test splitting +target = data['cell_volume'] +X_train, X_test, y_train, y_test = train_test_split( + features, target, test_size=0.3, random_state=42) +y_train = y_train.to_numpy() +# # %% Full model defn as pipeline +pclf = Pipeline([ + ('imputer', SimpleImputer(strategy='most_frequent', verbose=1)), + ('scaler', MinMaxScaler()), + ('feature_sel', SelectKBest(f_regression, k = 10)), # using it all seems better..!? + ('fitting', KernelRidge()) +]) +#%% Fitting +pclf.fit(X_train, y_train) +#%% Prediction +y_pred = pclf.predict(X_test) +print("MAE::::::", mean_absolute_error(y_test, y_pred)) +#%% plotting +plt.plot(y_test, y_pred, 'r.') +plt.show() +#%% saving +# test_data = pd.read_csv( +# '../data/test_descriptors.csv', +# usecols=[c for c in headers if not c in [ +# 'identifiers', 'Unnamed: 0', 'name', 'InchiKey', 'SMILES']] +# ).to_numpy() +# test_pred = pclf.predict(test_data) +# # np.savetxt('task_cellvol_predictions.csv', test_pred) diff --git a/fons_pres.pdf b/fons_pres.pdf new file mode 100644 index 0000000000000000000000000000000000000000..9182022f1fea572e5158b37a1a0c4f57c7086107 GIT binary patch literal 999020 zcmce;1yo$yvZxKg-Q8Uh8k%n0HNgq)!QI`06WrZB1lI&7xP;)r-Q7I|_?zs#&pGd% zH}1Ia?E62uM-SHQ+0|8RtvRdeo7Iy}QCyM*2mm9~QLb-{P9lSm*^uoFEs^>8ky%wd z>`jna#SEMctnJK@S>+9EOq_ndA#LDlplsx5VegC#g7jBH78FEgRWvX&ku@+hvHqiv zyo-$!vNq)1XGzM)tm2SYXJp`WSKZ(J6nY*?)`p{dp%yhdu69Z>EM`XswC#cs@c94e|lr@wI)3dlgyL0|a_dnEsR_j?gM-$uUuYZ=#DraJB zVIXSf{#!pbWG;3#WH1{CL@!n`J6mT+M<-;iKYA*eIN7;48bP$={-Z&}*47U4HjwR) z!`F^>F7|(!sN!f~>tz4@O-3FNQO`!3xLO#QD7_YaR`H)&J`4ZLC`k)zXA?(cR!M6E zXA^M~BRgY=y0Rv=X3plwJiosL@;N7Gi0L-S?wJ+ZL(#Oa@s5aHn}nA=Lez7K3Z?q* zYieK-jce+Dga!v=GH()T^1ze)Voh!p)vG<7@a=-Xg{H;-1--NQDKhkXWO}8oqLpc> zyqU51q7%iA-#`8yA);Lq5Au=e}Q-ZBQcThE`H z{gbb6E$S>r`p~L;?XAiZ&kd$cCx8|yraRnIP`Z`*yz^{c3wdgq5ei%13Li3Y*mfMU zToU9P<1&Vw;dcuhoS;6saGF?G-}clD(&`i+!aD(Y^xTdW5BUn4v&r_=-vlFbe0QDo zV4ssLxNh)%Ie(1o+`F%9L$2=%QeK#Fgei4Auj|X?agU8#>^poNFrsi8WUcbXY1use4HX)6te02Ky5l~E3#0+jP9 zY$tqnY{>5?LUt_Vf7fiqhWbT6YKvPQYyLdYeO&H>fCz)k%)-YYnnoSyD5cKf5;xfb zG1RSQ4l=?7dsVg!XZ_f);Y_6*jL3~--5hk{A0~l#i?o4cyXrm7f&@C%a?I89jFmoK zUmN_syjCwCflX{<**;_Q3PYc2qH_GwS{;WX)cwWG`!7NPLwMB_OOEneEhazv+*0;PmRP3LU9~^j zDW>eY9c~-N?raNAUs?Ec-_i}8%ncV%j&@Uy_ERcAo(q&GN_S$b>C1fc86`1^i}I~# zSduY(yK`e!>e?iNG#}eR_kOv>?g8p*5|T?9 zRLwdPWeh6y7qC^1;zpm(U}Ihxn6;e2+EvV$Seq=hkZz6$;0M&T9&dcB}* zxPk3Nhg`{9{Q9M&h?QD$I%smXx~rh(qAhsb5-5>PF9mZ`3d~Dfgnhg>z_?mwIW=MJ9q^RS0AS6Ah<)_1ddB#X{6JU~_KEe|($e}xH6eC<) z?}&&D3>SBOJX>h)U`B!*8;A^a2gD-4QK2D=&f^8?z2Fa3Ga37poAzFK>?nJ+&GEcV z9sad_6MVp{HVc7r1r3uXTU9v00{HKy3%781s@b}SCL&{;lF>G$xguGN8l7?_%l_?@ zB3c*pNPt;2tVY}|e)}?DrGI5hQD|Dgm7_k!oKLdcoG(*g4D<^*e+PtviyltP+ewe*fFbV~Xl6rj&rQ@DN`_d1l22yOuUh*DNU@jMPNY-?}P=BVD0m~^bvKP)~eO5 zj-yap^$s$Y0mR?&qFRNd2P%snkm1^IlRJI?j)HZCtSVQ&?a+WIfeDkv7|udD+SHNC zuVyB7fLviEM3Gk%*lNfRbXB=DoKEELeWQJkoEbAVk(L)-HeGhJyl`Ras88)oIa~K( zxZVie3-p4(4|!Z-Ed)EKK3$98S5qjgIvg%D59ZHZqH-Hv#wN zRA-@%F`S;9<*Bdp%3)oxd94sN-~&a2I!b19h%!|6y6})`bs98COJ0n3d1>)%F$6M_ zHp<>d_7EYfWYbx}=+edva?zilUJ?qi)Ddoj2I{$JV)ZQ9xhDOmVGCh6SE^gN;?ejb z%S3XRY0<|_0?(y529U7P-r@#}=*tM!or+|mK_ib)%@LK%!9(x&G}Cv*JLU34eDoti zdlgs6Qkqc$F)CivEa2skMS-d~)%rbRC{n0ppKOSWHfgR*3@6TKk94LOdf%WRG090V zEPhn>tXZ5rg5tM#9}akb4EMZ~q>fz&l@fl5+-2wrF-XK7nE%8u81Cx{mlJ64_K0yn z6Zl7nh{d3y zG)h%HcxCDiIBGQ$nO`05p{(U6)U=l(HoJ0zfX_ET;2M9gdOXzin?V05x1exT#9L9Y z=MVZHEZJ>z)@jQypkf|2=EAkO0zbmlr7u0d$P*1$1%hdOB5*UQaU_E*_*b^y40MiM zq^SLb#^)Y(Q~L&^7--qw6Vzpeg~2{;q8<$m!l(hyyuhMWc{EX?zEMB6^+Kk>t-N=@it@g7V9AgRtzgfkw-rg@ql zEx>eXlp3^$ZI}Za!APXJbQS)v+1!#8((@k(g?$*6&54W0P1AN~YGRlh- z(4!_wq8v<+i&4Z*;AwWQwZ@EvrA0)Y*SvMWJ%Q&)uYv7_JJ4`A_58ZcCJS)z6O8y@3On!!r=Y{_eaP^)Gf4-=sdV=V zzSRj3d^vjl(v>{F(L~heRm|;zJLlts?x~BkHOaNV{OH>tUCDDMgn(VUA!x$s4jiNI zp0qdv9wgd`v!d-P#f5Jkp#U;uR=>zq(62}Vf+umtSx1wG6!`4^(}{&oEfSwiGA#8k z7rbB#F=oU2)#oV19r4K#81XmF4YS4ecDE!@Z@F9K_J?{7$k2{d;t9GHQ#?L1CSXZF z&|wYFntT;9BNxli*8V_bxLc7Ciqfyh{L z5~)gOS7)-xW}h|G;_VfC(nch!Tv%&VygG;Km-dPpB`-L>|HnG6N3XY*$3Va15SH}U zQH||LRR8E8P}l1{ z2i(u3ygbNyg{x_#yMp9{soxDA1QzxT4HZX|5aNt6x)G^clK<4 zQ`os|>#abPBxuT;E%PbS{%+uiT*P|Ds<8E(RE>sC47%Dx426Cj2?;k@lFon6X|+s% zazKIzGN)c*3K|-c1-QT{n|pw;EkY|x5<)SP)!~X@b0k%$IpdR}@yn^JI`mFIp&E=j zJH(@f$t2+i(EAN?t?$fLxz)1{*$S8lSjKYUG2xuLtnHl{CDdj zp&c{dj?f8lqIS+O6{x^TWOBiSw_y9O(m17j5DiGEOAc*?viCX*nbBeQW+hU%QlelX znL0!bzB9zSTbe}1FvS=n@N(pfD2bU7bz=MNG~Q3y3oZOY#08yXZs9%c(3A-3GvbKC zi-H8_#4qWud7F%R_h@MpU~q@pjKlqg^_pjK-H}IC6Pjgd#rEEM!tLq~nh=K5C6c2x zgC~lM%uQ8L&n(_>dxW7;#k7{RHr{!%i=Yh;aRcMy@Fdney7-*%X&W8CucMvEp)ONw zC%)K<`?iVNjqq}Hq`J%^s;A~xXwbLwcZjK_ovdi3V+EIE6O`GNLA0~H)q(rYnX#i6 zL$8h!e(i)`MVPx5>Lqa;Fz_SePgd&wc>6Tzh1&RJ==nt8dwV#Fe~fnfm~iy8IlEW-R^A4SIJWd-LGDbPOhBoP_TZySIFTe88V!p ziZ0f%`vpbP;QoPhoQQ|Z)~DLA&939D`{(14iFx27!OE(^R}AYSaz`}giZpC;AUMDO z4fQN<|K73s%Kh%;QN&;bgLfF~N@hE6TS$)E*%vF z&;HvqhvP{&Fv*n#OSpqz)B(77US;{aZnR{1_N_vV8g?J2ky>~P{j9^!>F0vgSJB*| zvjcIey8X>ot)c{Iyi7t|_-lqhN-;lJTzo5z$yeA0;R;R)nhk<_ANs9ayI~1LKTK#F ztcP9+!jB)N?@cr-_3T}IDF|};KF{D| z52EZV1-(y3GAFW{B+5iqN)xSgQWQZKB|JFa5N0PeZBc(rHb#vr@tMffyQpMHqC_BW z3b}#J)8aqF%S~r9+i%QRd$1WRNswe?Y~+fZ)u-Y=tlzJrRz$4Vb2Fny;ON}%Qf%;c z*@bfo5D|>-2^#Z`96bmcPm2RUk?DA&;ZBi+8;`Ac_PA-80lh@?7-J*_z8~)41Z05q zW@s9tfv}$6)A3849YT6(D;r~0+#G7^8W)hVz433rT`{|OT1MuU0lhikpLv=E+`e)$ zy(wfi!-?rB^5!{9`Wxgou7i#dvhMAPBTT)8Y&r{=t#ZNFkF%PGUn=HzZFs_r`$LTT zUkehS_jaiiFZic&JkT1}z4Jznu4L=oV&P2)-Gig|^z~nRrA0(a{i3f?ZG5Co74zi% zy_ORKO^C|Mc!)fKA_<+BxkwXH?SXKXiy>bD{|MKbvk!u9H?Dj>Chy{FF$>AnX&Sd? zZVg0v;~~Tb*EbZWw3sLGD_Mn$}qo#iccT%d4YSjJ5=A#EWre`?-ZIVmRAzOBSl0-G$1F z2&A1rP|rE$SDbZzD)|03H&Lvbtej$c)L2AH1gOVyWJ&3-^Ywk|(oA#cgIrN?ZV$kAi0117Z)1o`z&XnJhnDyhVGQudczWw}u(N@M{iT*m%!}4D605I9)gGvFQn{HC6aA@;{pQ2(?3#svThnwCtuTIz9~_=c|l-{nPpdoq*`k z&xzR|y$4H}qfv}Woh25rWHLd&RMK*OwSe@wkS<$s2RiH4ul4!p+FaB7sG*SFJ^B0n z>ZL98kf}xIfhqoJyeuylHu!{eZzjMO`sDwnpv|U!GfRx&ldF-VMCPvN>=f}3%~4v`9J2e3ohfX`T4)Xvcu0-2w2 z{PP3SBJwYUU&P4S!p`cdnxcxIQHWvpPX+a(_TkVy5+2>rG- z$m~R6g#AFuW)fA$FDPh^5KmIPXV}pPf7#YAXoexY8C&7YeQSAwGUEC*y0!2rqy<#b z-hW(G%i@h**GtEuXNNN+T^8oYDXlIp?73z00hL{x#Ma9ERuKjq6qBY`ODXqChYs$A>WkBbpBt_XJMeS8gyZ337;WyRrN7{oG3RQzp9W}jR z%vT39y!$IgL%qX}4YzH->VG+`Nj7P>$DA+}0ammc-|E0U20a3oSsK(ed~=o#zv{Gu z36ePahHQ_qhe5PIsXg%k16nnWVCF!07TQ9fcmVnM<5O3y-MpMsUV-|zEWnnJFJfsACK)U%Ol{# zPzyz$Phm*r2ot3r$N3EA0a#R- z3GqAwBRiMhC`>(1mtn^Tp{OkhpbAF`eRTHZRFOwA(mJ|}*Yno=mYT6yCZ_#^) zd*xSi#Kc7QDZdpMp)Sz;Ka#lGO%mHNSJ!NCRH-O5CX@>$EU_bid1I*reYQ zpdovU{}JZxkJ-VwFt^f;5vjrXL20SIX1GUeX+RPG>oaka7>s!;Yo^j!G{)e!&arun zGjv4n#WV06FMq+M-c%bN#a(kmMirx}%A{ja0K?&CNM;kn=3EF0w^DyQ=raa~&K}Fx zgOfQ%XIn7lMt+Du#eB;fZfUo-m>o-&8gLdGp65TnYu%yLp7k+u$M}olrxy}P_wbvU zRUIvBqU+h=5pYJ}9+WYJ#o(lbir|6NT-6FN(GP3=VmJ|gL}^Jev8Y^}pLxlx*Y{G z5U=2vgOJX07u?gS6kuE;l-&+219Z^7o7e6rnjNGI$uRNXrBf^n%70*Hp{1o(uB{R& zYpTpFZySzn@TUj`Hfb+PiMpP%FxbaN(EC?FksuQ#a;It2KD-;P%E~SdQR|JWafzry zpF>~~uT^oeChPm2VgXQQa$*t7Vz!G>TF=ELvD%@!qBc|LjbnNnmX>@Q%1HV4bu!GB zgFzV(clMUz6SAY_=#jd zsUg|m0rAAFOQibQd$_L$z1TiwC=6gEJ~r&&@m|pU4=%GVEvmuhJT|l^6&}t3wkrKW z)yLy<3BdWW?8{y9;!K0B-i6??24xatK{wc;T6fl=M6uc zv=3RXzRWxFSNH$``n`Dait}>zHLa)pT|y{N>-QeYfNbCQ!E988lDmhqCf3`>{q64` zL{}~CP;hf@lJOsVxNL41uOH<1M^<+uS`$8QK=X_*83>i`z0WkZgI4yf#y5O9S)SqW zILs3vfdx-*a?|xeKIaK44oUL%--EQ@PV#q<#>MlGAnmt<{v$~HM|=Q!u7UW=?f$Kz z1JHBz1*AUVpH&B-=lTao%b#Tjpg#kM{|r6+7XO!`|5e=q=sDu~UDffA!h<%gwrEIv zuzY4hra?f-V}w<^saX-Ad?8(vaU0*}uOLJL!Rdcf&1^XaecfZejgP`CUR`Ti)S$isD z=T77VL11eL#@Z0f$E+*)!tDd^f}ksS)@f_|z)^-noNF{fj{)1SEsw{WPMya>@sG$ z3mnL_`nStAr>^1OiJj`CVUmHyohpKmD-M#-L@ca0b-KXl(YYxFuMe;9S9~r6BDF+9 zUcbBAKnetRF%_h;^TS&dn!R?Jjczygnt9Z%DNw#%9-ksYT|_D#+SW4C_IB1g)Bz7D zFwnH~>odddA=ZwBI!xTbazwGS2`I7K7X@%eOCiXILF;%ny|MU6_2af!ayf!qx;ro$ zi#txh?fW&pkh)N1YR}n;s-2GVr7a|xZ9|@N`25u{r=|dd6>sdKFBo@bxo>^7lD3>T zj5s@3$^mYPNF>kYgRu%$ek`?i1I+-P=s{!mb-F~i94bIhD^MDj)?Y-`e<;*9F!!<9 zaJh(5(7(S8uWoPKdT0BkxMMeW<|by>uB-#tD`f;0y?1S5C6!xWS;h+QBA^>oqyF$i z>y>gBbyLOW2z(i;qG%UdD4%CQCDOh?N*6DRz9nC4afKh9FlJ|w>i8R?pDEKCSb?WS zg$)j+pNBhN0sDL_X9WRRY+Hf7zEcrdEmKtDx5w)_Suw7Hx?93G4^R;m(b8JEMjLVQ zF!W6(C>oAqm#PK@fuUDa1nf6o5DKqB=g5zq7bhLdvK(Bs@CV7=_lt--{5bbCuZVpp z8&Qy;UYOAKz$)j5>oo0(!Oy@Zik__^uDph_;3RlLxe!PCRonQv5raLJeQ*_1+#Uz^ zROEBHUirSLAx71;&BddI3&OH*yWy~QZiX2n&5Td&<7#a)G{t=*Z}3jtKE|y$sj~}| z#g%hHPji6%p{9Mq2NMSKHLv4i;r%5?%;qH6udWk( z0hLV190AJHX@HDKs0rIjXQj+Thj@-blBvmN{rLuH|Ez_Vi#K5PFC&O%Q-H!GBUynm zmAIp$ARRjv;8$UM53k_t%Ap#wqYO85E|yTDJ>EU21ZAspJmdx^LSa#5!w#MJz;$iU zmxu6m2@(u>xJvk3L;~2Z<~c#t5kENQ!Q{|QOPTqg?0bVwZ{V=Mbv`;i3Lc|CYs9pP zy_|>@x4yVO4JB8GoPBWE`in;qmQ35X?=^Kp*ssxB$lt)I6*$1bf!^kifh^D%oQn2x9Z&|~qsmV~pv)p^ zT$t6$E%d19FMk{}?4=Z@;=9%c0rKmkVE0b0!^r`Qz1Rz13sqVcyv`&MTaw z7K!_dV5N?2(B0X4TaIG$y!;5qjp!ZzanIF2IcT?4fxr~9FZ6^z%#wW=IN%-2=4iE3 z>7}pnrR~pFtH4iC}RbTaEipnK)zYhedZ^17e77qk)x#pb;TB0Kz; zoudCx{f>0;Q}EKYto+7V;|3RF!@>#TO0(ibM-}!KkCf5E+CVDB0MU>xZslkid;u;K zc1ceoQDcHl3|Mq>9L@=50PPE!77242>O_h3Xa&Pc9f98>DuYk7;<(-P41*H3D=w8M z7Gm>9#zVKD+7UNbNhk}h3@roxKGYwc)3r_u+m4k+80&?dr>1;TT*+QYN#|Bzi?bQJ zd4gB+J1w0#J?1v|JqKfgXU;$GG6#D|pqq5%T3NoPboW11PTHdXd&KlRY!ykRtsBaM>}Je-xTaG`tyIUD+f1#gM$+SagL*qSLjLqL{^v6QW%hqJkzEx_E_#`-^39t44fkjuvo;sUTepJWbB z02}D}#Q#0@os29Xy0ciD7&zMgw!q2Rz|h)+^*>h>LN$3HYkfd4JAfO^$^EP{Cx8pc z!Nc=6RW)<5Fg9@lm{~ZRyBPif3L!UytA(=#1QnW_SXc8~@+x4rJ#60C^xM z^EajC;DKoT+`0P}FN0g=HR5JJlXh73+3Ii9Q-J=e5PA04{}t4L zxV3+S8X9fk+OKh^505^wF`=SZ;J!f~j6M7HWNi>C8t`TdPUHpkE2_?yL5Idi)+tTm;lj-j5YmG=Z>ls)bFQz$-WS;N|6@Zuti*N71 zXkf0>hX*lFNuCWI*aNf~2Z;wF{Iwae(sGC7{-e5m5yuTMx@rBj-;=`b%q12hPl20I z#sl~+dUBFsJo(qj*`C@2!(}I#Cu&X|-5Pdqu~EQmE^YQWag3+1|C!bYOH;LBbF0X3 z<*kpFhIxppOgT#$QTZ4bFg`NF^`J#!X3_+Cc&oaCqBA|_f)#ey0tA{^c2C(8pSz8M z96Z%%re6upm-={J=3h*oS3St+A|-{!fJZKmN6MWnuXf{<&k63XR>_;DJmmD8^(Yn( zChhiiU;gYhf49w+hKeo1&Ry=Fp}OhDPG9`K)EIndcb>Qie~}%3zj?hJB~5REu1I)9 zEVobQ9lA^?cT=U-DM=M%H{J4C9(oa3s>F5^#-5!}QN5rW&O>tK{)hP2cliCAwHRL5 zs4x?BIH}Fl-AQ}vjfA-D?SlSCy62?tB(Z{-1w+Wh*mZH>a3)7c*r}G1F*&5!j(CLU z?WcpyRoc9%#WE7+0rJ^sQ$ibnK*}DyW z&nt13&Bc(TQBD-yqrc@<{pnzX;V|VeHr(SeRm@c641F6Du`%*q_@~FF#P>V_M>H>Q zW5jlHYS2VP!mC44PE-SJY~g`K(tM~4j-t*fb`R0mE)6?_Pp8_vfnql9r;CfbtKVSW zeom=9yKU*+lC<+0DR;V;d67PMJM&3a7+U!%+#b3zN8daDVvzJe%+-Y_94k9EySPyv zV+TnZ2l^0GBS+HL84#}E8hReJ6RQWZ2%b48o?CWu4HR8VTOAn?4h|;NS%bT?u}bm` zl-^LZ(n&$ui@}Q;bQAo`x-sS1 zLS2~CklX#zJY>|62v(EUD#z=;48Ek&%KWrvo$yr-xt~cPu_-9h{}rAOW}WKcq5l17T1d)fhMPMO9cfu`QQE87^b}R=64kOfq#&t7<-f7dE`2D4vfWw9hUg zD6IhJ!PPDAnff-M0y#^rAJ(+hLskW$?YE85-N{*y`;^pkkWry-m}%m=CKBf^jG=`@ z@7VE?269Yx>{5uI3bgnc)>5oKA29dbA;cMKl)reB)#XHI7uu9d$Lmghf;RT4B5)Ew zg!}XC0q#DXm$v)0{liEemnP*M`}RUoH0up4oviSSCd3C+rTI+OXwDUq86q`z*`1O! zCaHLnM3xuV*e=prfOXz&7BVZ|{lBk<04piZlnK5=%36-)LmF-38Bj^%q`a78B1i(KTIa zuY}SB&-j#K$vVCKEFOZ;=z-F3PBNZBCR(qVXO^rzRetPi6awMi*~jeu|DMJDo+qDY zejq!<3H@1K_j`{1Ba8coi-0WF{|~tc@V{|y@c+ua!GDW;{}%t3FZ(ZD#Q%YNYsy$X zy9kXI&7fDvA8biQJJde)U-%R%n(ua_;qI%&1|!jfqoQIHcuV#^3Kc*Hs`n~3ho@*J zK7Mdb0Q|&2w)yFI>@~7DqvKVsPAl^!-3#nAvUu@+rv-FFuGq=ld*eAiw%Bp9bARdQ z*w=(OO;TwTQ`bL+@dXDhU0Fn-l6KDScigk?pxi#SSePdOsC*`w(I%-ow=; zuU0=*M={7MLGGzSrMlH%{OD_x*`FA@^AleM<|)Q*?k`Yw)3(&Mx>Y;-HqCKeCAAKj zDs~9ljYFhlyZdMhrpy(%;|o;{CLI@)GP)^rik&HV)Do^MUaieSn{;k&DyS1tl$kx>I2zN**q{w%y16aYUVov&=!q6exTR(IrHN( z|3EbB8psVkJ^DEQ0bz7WB~3nmXHxE3vT)(1L*{C978M1xae4{LD0KR5r5)u5Khonv)a|eEhI+)X?%V6;=X&?UIG|w#ZR)N3 zE$PrUHMCH23AY23iN`1Xc?b$^BfEPDVH1`ej7>rOR4s8RbJ*u;LKpbCww90w9Qb^zM6e!>VX9h}}% zcs~(|2u4cRBU}*1PKw4%+wkniqV`Eoc+7t6bc_TBZt-7zicTo&x7cJf2sZF1q0rL& z6t&mXsRu((7BzTUUPII_EQd|1-+y&z5~c*8ES<32@zBIlr|#bBN>P}AzKc9XzF-Xs zqy0kq#cz6`hg&xC#kF>FhN$=cnTOT7K34n>@f@~-Pef+cZwVeHqe{g$w)i)x5_(G5 z`9{(Q4@oW3#Yge_RgmNSHd7OsrNxPJYrn{+dojM(-W6G=va{j;PK&egB~P@wRBry_ zPU zIG9vFE0&LhOA?YC`9$^NC$%^>1cD}~Iq_p(NmInh-LMUh;PHhdpsn_(g|??nf2MK3D}LK=i!B8HK@gUiP7W+36cBq8pmde!+Qeyn$XPwVsR zL;jO;Kxi^LU=JB^%Bv6uH>uXY6Vq7ydkR-`lYXNd)f+HoPV4Q0EKWlYW`eB%7L}jI_Y$ z#QWQNS^}&+Ny|q01?*~6#d=0IVLB8V6&MSpef|BH*DRqa+=TTeu4XU7>+jTiUS#{F z7vXsLQ|nBc7b@_7{h;L}+f)~=xgk!z18-8b-h~K*KST{9cfdU{_kG|M8eicmtLd~e zkbzQ-o)Q}cKqPI}0WZv15GkinJ+r0|e)&r&m!teM2f(b(BWI?P3`bnmYRCSR@0Gb!c7*ix*fV!w{4{p44FedP z2}N!LZsIr?1R*Zx)_cQgtb+xn)GUWet&GPv**T-6e$FDPx8-tsxpXL4L%9YRc+N(o zA0@dlD73pxoegEkX;{1NmNL%P8gNOkmCPdt&qtVhg=s~mGEIpAIZ6Xi5_l9ScHZ^A zzBedTdtNa^#%uS!?)OAv{|9&dS9KbYlNu zgjC@nb3%wF8yA=dQj*67;DD6({oR!GU)Y)rq#)7J#Fzzw+BzF~)` z%MQ^OQu)XM;9v(s5CA8b3&6<(;X?mn%ikw#{~Lwqf<62S4tZW65jS$V^6@&BDLkK+&E z@UQzS9BKRx^R8#dx?V*RK%eZ70hsal({8#WMA2B})q#l3Y`uxe8iaHeS-W=5Qvsc2 zx$o;P^UEFsJhvpCL{QLDAN_qmH%xnaLbNZDsM zo0FU|nr}oq)Eah;@(QveXNs)?dEbc5JUrhk%F%Mk_jmfq%dVT{_=x3*4r0AO?OiQ? zbju{?m-&MG)Q<2URHUV&G2BuXQ7}>lfrH8U zO^KsLlc=s%Y4o=wR#NS#c=ZUWRzrlL2T&Yiel`E%k@UL#g?aOOb9_Q*6DHE9?*Z;?GX|gv#N*x6d;HE^=w)0d z^R=k0$_)8hm6Jq2vMiSv?Q2A=m)-mCc#Mur+g<4$9&+GM;?zOq0chbjmhlTAWU28Z zsls$nECJOZ_@%z2@_5g0@4G<7joaDGo#k#XiVC-d&WA{e=08q~7ju-rj0_;nQ5Nf3 zVh2eYzd=`bO%c?Zqubd`Jd920RVOiqrTUn`IovP^zip+<%zlYB=oz2LimL9qG`&26y55g^Q9igkhefZ%^8*Uo&J?gl ziXwRtMyunQEV0NyVNGS8(}7ZKuM_!;jz?B+L9h96;=7!$>!f2A?y_p_xLheOaAJah zCM%HE)0w3`%4OP;b!2Vcii;Uqq_-&DkJH*6$?C&qAscJH`X}%rG{6<}hHSP;^|jR5 zA!A5*sR-O)oB@B}cW*Cjo?tG@KBkYY&g~9nZk=n&iBUeO`ERFG}O{nvcq{^PKZy4A*WEG&g1k}rszT= z+fX0?Hp}GtBftP5wmDx&Ug~x)Gi`F8%Pe-^zt(b%Mz* zm+^s5A<6A(Wag?Gqt>MJ_8dGxZTxl%sLf1FLrQ(A z&wcW0r}Wb->LlyIEVTk|Q&uj8Q{)DC6JMGx+&UOpT~C#KE6-h2#mPdt3$L4dW9P9> z*b0`1%XLFVG!xx)#$GY{wGZ=QVC4-UZXww|D(@tv-uMSQ!>3no_z(nhz5XtkS>K$? zs5uybjxLcq7%vZf*_0mRim)1M1ozD;gMi#r*Hl$t6n`7hKb@eSpmvzBk(&IXU)s?p z@m&+;gGwESI)IpXC5FJ5J=<);a-6i;BbuRtnZ}HJPf-{4Q)h^M2tuM-k%ziaQI)Is zxY27|C82y=)u+DKiNL}Kabzm`>8aQsL<8)`Na0xmEhBrP zyt>^VFx;qn!u~zF`8`!X&*?xg#2@|%BYwMyKcbs|cqxv5-?->M-1&#&PxSCFUg{4l z@K+HY$DcL(|Dl)q*By=iD;UA?2lMz>FSVpCWJfB2`}Il+S6dtqtCNiz&_(6J{`Ay{ z*oA03F2SB38XGL!Q=2J_J@NLGO1Rb@FDvMi{ayeDR(jzo2`wBWHih4fsi~XU$@cWl z#gTvY*22mB*T#2(ubA=@d2H~K+WRj-&Rs(fO6Dfu ztL~T#1o@;mcPAZrfz=&@JBvH0Q2tkTZN9&T*LLb#Z)U5CetJ3EmCRubRV}lebewb> zJ4Ppj*mTv4YA_Sk)EZAqZ6M;kk>oMcZMovMfFsU~nAIAM{W4t`*I12bl)*PTwGUl2 zP25%F(wsPg*~!#^chFRuj6%1w*v093W03stdaEL)-RG30JiR;U{@v#-q=-Znr$HG& zSe-1p@-afqk*{WZ-Puj!q7bvt;yW@C8SoUfLM62;bWF1`L)7OnJ^j?E&d;*^ z%4e}rz+JT!TH!0M0++2=#;fI^FAaHDd#h6u6Ng$!_K6xcnZs2!E}|8iFiJ@iiu2f- zlj2#hpQX0u>vbfm`!IKES~B%HX3_E=Mp03CXe8N+gwZ%0P&Lez@$rRpB+z!0R0k4B zJ6rrdt@LeiwiXD#Zy-cF!PO3&>785USUkeRxy{67=!IU)xl1lsx7J}^c^Ev6K5|*_Y5G?uwZk;reN7Q{L1i{U$;S2{uet>A>3+VUgQ3R- zs_pX&Vd^m;GLqn#Iq94uvrMsbK|3Kpb0+!ZHQVH6cMd5-jZ0P7eQuxj4ENMM*p+EK zrc{cv9}Dyd?H}J(57!a!fH0_?bE(TA>XfD z23yUe(6t}iS0BxEIqXBgGexCDo^|P-6T-JrMJ1zSK|dQpC^rHnXkWbM{Drr z?Ptm}UDjBA!TaxT#TC8TTLmRQ!Kdjcz@Q;Yw{q}_Mob6MnK7ZePH-{guIrs5)rWVh z=9aL+DoU-!47CdX?1eH)|3p+b#sKe#iv_ddb!9y$VBoWk!<)IirL$de)hs<2_L+M0 ztmtmIN3<`;f3#=U-eyiJTK~IzWF;Iw5;IY&!%HHW)Rdh$4EEl3I;+T1qcJwonxWQw)a&vUt` zBK0B?+T2X1^Laf~zw(u5{q+#^4*A+$Yc{rU*9URjm&G$w(B{MZ&2Vg~12BjiHu7GX zVP|5R+8SI=5;Rh2;!M=G(pvH)*0?vEwj$cde~!^TCmMECc03^4a<2RuBFU!F+6K=Lviu^ec;l_oFCz`(W7M=u8$e;9PECDVf znDM^K_ zps|p++e@^uDqbW$)*AB-dA9@7^W3?_uZ~K$y(kfIV5Huipk!7(c+kwLgu9G62oMRD z^zp+SE}A!ePJXhT^8ccbm$6aph(ST<#G=A6Ciz`E!Fn1u9zTtqg_~Y5r?^K;&$ozQ zef6+p%0ub~ot37QLYtj-G(D3B=U0?!`!g$aqjDHW{bsG3)Y zzIIAKos5IU&%PoDMC^fvTFgDN6nU3^-m-p^59<=9RnTj1ch&LKsP^?(d{}c;yEQ9c zjCgO^9}l~)Pr$XBdH+NyDKY#pf5e**|7PP;y6(G^DP$@p|ICbY7ZYTjfQv+iWF~?t z5ZzC#{*nFuzMQ~}y55&OzDlxe`zJj76Bw;aN3R^|sm`gX6h=A5#HLQUB*g0pc{ z^LQMDl`GMF{y)~fF+A^m+cvgs+qTo#wr$&XV>f7QyRps2M&rhfanr7@z1O*G-*eA% z_RgpG{k_j0`7-95V~#l{W}wG?w++`;$~xzsuu3DytT7=4gpQ4`|=%;$9)ZpRmbBV zUj0Y<*0UZUZh!Fyiv7B)b8N>zAr#@|6~joJ9ua}&-SR-4T&q4Ca#h6oO_LY+-r%TC zC;jo3cIPM2q#cZmn#K@F&Oj%GWQ_bT6Ar1e@-I9soGog1F=pFnfb(w%s;}cTcpH-u z?w|*TmyTT^-HMu7e%1JCMJV;$Jg*yTdaut`>uJ@PZU$>=n@&TJ;C*KazKaFYNTwnF z1kKk4JE$#G1+_dlj0oFn7cT`eT;#hEM#JVlg+!~WF*->H0jrleG&p_YcydNu!W9eB z^KT9gt!vt}qz}#{7tO3L|+vZHqZ#o!u=!QQW9#r*^6V$lP+w@qqw-kchrLM{};L3pQIGi``sA{{hu%T-{o>_|FFsY$3Vrp&O|JZ80z`0 zB!LS8hkM-@jp{uJq#Z%Y;!b`55yNjB*hBi&9kmgs<{{yRR^LFZ!|#dX9HUU;6B|=M zUCe;L0@~UWg1-i@Ic`mQ&CkuxGxOG;9Umi(e%#OBbna5?QajJzILY1!1ErM+h+Qm$ z4-|KQTNfMX3rq@@FOMea{m$40%e}oS2CAk=y#wbrZOuT`*bNUK*$V63p|?iI2Sx}V zwdnV-1%Kx!73t;YY*d;PdnV%0rRRM=w*!C&54;bPuEr2Rdk_ktiKQTK6w*YxO(Cjj zWu5s*kQ)dycprVt8LUi?72>2s-Sn{6plP@Dg|W@JS6v07Txt@6x$!uiCDeg3#Tx{} zE3Et5g~H|Iw@triatv1B&@lX_17tADaKk`U>7)gDK^F&gnbmFZfdS^XEVQtpfy}TY zkPJn{fiDB|y|Obif~yo|=dUoEIspd`f)06pDr+7&DEJLD`-55`(}TIXphJ+s8d-=G z0UEQD0=95_-!)jr3*$uLj3z;rT&(t3Ne8CU-9b;0VRRv?K4^VsmPG29x`tXJ$7n}V zu3Ol$l8o%3zxefidtso%^y2-3tv@cvMyk?S)#0TaxIj-20a66;9~NKLJ&}+ApkaUp zEdU_kAh((NQ9uHKmiF^k`AtJNuRUT)8xFp# zdkY8fC8;BIy#pFM72taeMp9fk3d(oS2)b&sX2TXo&E7-OR9+WwQB^3x3Y%lMr`bVtfyu$THHni9~U}RTDzUV271z4%EJe-O2+JjkJ#Zgi|!h^ zCH^duo@Z|pL)cC6LBJAJ2kzALmTvFy#GxA`z?>rDEJ8{syIvb!5KM}a6hr(>_NEzN zvGA0sWf`^G4VdiA6ozjae`bwt?CL##NI_ie$+0tDBtkXs&Ud$i#nQ#%HLu*OVVuPk z6L4W)Q$$F1=eA|st%0<9ssbjo$Cex+um@6Y^GsjP*U%0E_xu5SFkib5KmYLvw)QKv%*20#)<-R4+*^GbZ6eA+jWB0@y@`ZE42gl8%SL+&(wIrVK`|YEd*h64{BZ@ zF^x{?LWP|@NEeO6HWP(hPSGG$u##VO%+spow*Ehb%y% z6yFJ=YZ~@KFHBUOP;m^WLNH-Ir}^26aD_>2t;CVW!=P(D$@b5;%=44k8)>jVp>j3U z1#7B;~t&Zxdlh@=TGBMSl*IiqIF0gzUbgWuGUE@Lo&5A=T zKGt@{tF*7|&d?ohHZJoru$M`L9BuOi!vM2~a8RZWUzE+4 z^D9J#{R+DLx+ezUw9~TdZICsvz7IVVk}`b;*1DI**9M#&LCT~FSh|SR{#J=wq7Q90 z?wgZr^%E4-&u@&UxiO5{vkXyoeMabbnHSMoWfjURQ76ip(+wC>76$?r^t~r=JWXr8 ztg;r=bE^;5W|fxLJ`uH!y_)qdbAcFyp~upuWOY@+pg9W}&@<@rbMWFHAu^5JisyuO z=8@I8y0R(3>5CXc&A1^?;AT`lKdFtGp*OOZ6)bO( z{Rl}_42SA4TisM90I`PW0Ex~Ov}~ih$cq{!78&@wQT0Xa zTfPEFi}y8gY2BgRSise$G*2FT$to&z=Z3E|HUS(QG6yx#a~IGco&k`aKn~{K4y_;) zoNg}NXnWZKBaP%$MZ^dZW6i)^0pBMll`Ak+r{OT{+L~&8cv}M2;nn7#G5ShFb8OB+ z$jm`LOeN&OcwI(0o-4bg(Z4wivTggAnPcaY4;H~*(55kN0*CkSOl3J6Xjlp4umTKr zGv3@-(BpJI%C(!8R6~Y8wc;fW_3NlE!At49kPlwr1Rotc0(fWjCqKJKR4D>UmHCe4 z7VX6b&3`IlO&}a>VNu0$^jWR@$DF#-MQmPe#1~D(DXVisFOWs@ zBi5z`6G8d2_v2$te;s>*hPsJED_*stx``iT{zXgp#NZXI)a=Q=JKgDrSpL5H8Et%& z8MTvdIY72Qc-hUGCHHza4-8ySK4N|o6gE&rJ`=AG!V-Gpwr1-9(^8z!xPfKkd=(Af z#n+NgsBG`Iw=#&>%#ILy=y-PE8{y}^7QJq7Ef!SZ=DWH~>6%_~BLnCp zNEx%!!j0R~CNgbGggmNO!>7`}XB$ z5H>nxZxt5=?~2ZqFnU=w-3^W90n0Gurf~frh(Gs`L5>c~(v3k$P$K6_-~C3VL&7w9r2n#Mi97La1iy z`z%C;-sXOGcuvn#Mmirofj=Vw6ANnfFC@vbq&Hpme(Ok2hNFeG-%`oHvOLB@9WRj! zlnB|W&ZJCT7kUb}PO_AYB#aE*pGE-o0tjRJ3R zW_Ex4Oy$BVoD|U(`tufuZtT{JHEuSYfHOzHV&(A#m6s3DP-o_5wV_;RYydRJmrOyO zwR=SGBk4^ks5~`WL6RI;N(f7Su-mtHPp*#+-F2u}d;tdj(UKot=d}?k;GfB(y~n^C zp1Suin)t%*J%S}m!}LBcUwL}YnnQ;F&_(zh@+15e_$kekgZP0?vOceXqqL5_cNA%b4uf1%+Wa6S-br7MslJzax$hhvU4%@R#ECw+!;n;`O(({(skqcvnjN^F{yL;`NVy z$6p%}6PkahBE{d^<$-8`!t7Kwk`;mE*S_xYim7OGDll|~!G@AjG|`C*5--$18jboF zR1lJGx}GySZ~pb8d2a-tE%0P+dCjWMr0_;kzL$UPUFdK!+yC@1>4wML$*s&Fds&~P zV{W_k^t9?6_77d;rPpDwUh^NiNV`<_cf+7d!_1HCTbqC{85@9v+&3%5tNgH?yUy3T zUrFCOzIYTZgWoI+Im7aCCy$WIX44`Usf;?&rY$Pp=j!Ndf5t!#g#WSdU6Oh@PBBI^ z3bU*-#2lr{8_wDTRbj&JV)du2wnq^cM=3!nN0>h5P7#xL8!4r>4z9jpvv9HV{&I3E zw=o!U(Qf{GDNEuSl(OQaKuD-ZJwb^kW3J0YLAz9JF<{BC^{Y^5Ru!;J)7`;JSK~#B$^n&^VtByx1pXNw zs6cUfAZKJc*6XC1dxWjhzBYPxyrk#d>*sq0Ph1Taj+iTafeT@k#ozC8zhk?50zY;_ z``B(NIp**jDsAh(inzPtXY=~U;~o4I@js@T?Q}OZa*(H`2$G^Z2S^XcKq*hJIOx_p z&5#5pwTXsGj(IF?;XubC6y*!NjKbB5-kj8hs!7tGcX00`-Y#63IWZDvu-6G$im z#RvQSD20sw&@qX%O#EbzZ|C;(bufy!P7>|nh|`?(9_1zYQW_doj*MdYAy+QdSlJY! zEZB*H36>m@0~wEa9fWmZ7`ZNfcaB)td}+cCcnxOQ_J>C*PD0FrR2_V5sK+(na@and zH-3t`nGCDiyMY46zripv> z`t?yRK1CbK7Z*MN33f>@{^L2CvKz-`F%f840uh`agwkFROo9L!eCV9AdsT4K5g!0v zDqR{IA;%CDh^IjiQQG9Ifz12uB7IWIr%wg_SRnk%MP(p%3OOLFTE)=vTtYFs8MYWS z_j2vC<5?~;6%8i?Anx(ai-b5oF&jnj1(1^48(NRZXoA)S2$z423CuM)T?Jk5R$=z) zUgsm2jnX&!gwrhBEV}NUGV2gmPwu67U@2@BiWE;-EN!_SW%hBkcnnRDIe=)Qy-q}u zz*F0}vJ#_GXc7xq=yARkPIlY*uKI! zJQfn&kc@PuF3Kk}lQ9rUh+vCqax|L1azT-Qd8jW^fihHiRky>?no}vtLN}iv+{R>K zy}5g7EMlMe)vNZ0id8eK^-F|AGa#0fjedT0mZX#z9I+O{7qS8`9=yH;KFW?G`)!qq z?X|UD5g`JkYrHmR+3unGp%_htuQ8>T2s$uC=RJ@96mq1i*YML?viK?Vj$ z>i!d!+G<53i8OgXN~aht$*KqxWTrh6G~ za;FU{sLKvyvQTL*9w{K@Q2By}lAoIZi9H`62a<*rKSVIqu{4FSxzAQrO7!XY%ZMHH z6lY^B(!j=|rnh!eW<{1#@_rK`LM{YN97pViNCuCMX_;6q%V3q7&7ziRExa8Eh0`p& z;pWB?${M9dbw+a3mGzKbnW*rj1?CETmGA}Q5^kdV_!?RJL&<*4*SHZwYI)yx2q|Tg7T&1b}G?vzv z`1GuLU>4ar;)>ouB8Z@8p#458jy+(*1cIDBN)2oStPeD4yJt5_l(HtHuw`#tqp}}l zjV^5$72v31)eaS?o7x(w0NQ;Xrps0d@T}*WT_FnFfOCi#)f=&~J^LlOE|0O}*#ZxB z3Rtl^ypd}zmZeCBiUnDha@c*OR4#_f_Z7HyAzkiYWMqF5?(ZYK%zv`*Y=3I}{=&ku z|K!g9B)9)97M}e#=l;(`=3Sfli+2B=$guyGT>S46nP0d6^F{x=M27tjvj4A%%(|x3 zyP^WY)eBzSC)`_LC0`-DJ8Dm&3!e|c0I^{wxKIR#ra>sTUy~D%{N8R4M3E$iX!COB zIciVn-SrR%D%MXxf3AcSH!w_;(NxZVSY zFGGTF3hlPunr|vKmJUIFS@r4ilh|eL69xLcs72^2oP>>*Ex{J2aQaC-#GX%y zcKE*Vn$Q^b_I9&5iY9@WA0x}gxvN?VgASW|*qyCj<{!)PaH9{`dwM@mrDB>IYw8nP zhbHSD@B%i8y=k#{Z8uAf87$`oUvja0qfdrKze@&`!yN0#W7{3=UOOfAAuRWS8<#i-L@oSwd$h2^d{rRU8iJ>_XX6;eafRjq)^(ov@&kU+_e>%GVtECB4{|va zZ)!M}_mLFW8*BXp3VO0KI*F`4(ke^YB483kwYHU=u(Pp*1y?mQ&9(D*N^(pEr_95& zptFIW5J8#iV-VNxiS>Bv3q1|=Ju5@JSav*X)^W)0 z6yDxY1_OD}k$i_4gg4aK!;qX|i<4V-5;HB!%O~NNW7xapMohuB;9GlI)4RKP-8F}V z!r{GJyk&;iH#kCl%kJ{C-`9>5dir$OS+QH7=-tkGRg#wDvpOQoQ#IWOwk4@1{NY)( zvBsuHJx2#W6~@5uq*8`DXV*9n1q8@K-Pk5%9Zy(HKcq#YRVOXLsZD@Pt^_qGrK2Io zy_S=TFOm`#@Ppefm2W{4I;i$uU>IcZdqUQ5`@@AV@-3&K=dSX=&EpgE>C1oJz=me4 z2QhM%5p0MA#mntp-z)ssQgcm=l7IjS876@Vx4)ma9a&TUVHvI@wk&&a--gZ+`m4Yf z0+Gg~bk<23>J=huPUdBhqw2SHBwo~C@PJ6(eqt2){+Os75$xzhN+>ap!r z^7R4wRvb3?Eek@$6@SLIWD02L33DM4m>+5QJRxS-#`x#MaCD-^=-KcN-={qW8Pwd3 zwDU0B&kUu}h%_%k_IZ@nw)m*FqY@ggXbvYi3Vk{~qX)%ZL@vYmGmeg-q~-&q;V!nk%?YTXsmN<%+l>*DN|C-`vV+-Ke66JiFoqo`PZA z7G&%3(O;w>>$AIRJ~g5b1>L5Bd<6C&@)iSJOtaZR*3)r-*No6CmEH%PW8$3~?e$QB z#j2n&$R`42CMxa5`NSCo5!E!gKFl?W>a6dm>Y>0wrj!F&-0if7oFNpZ6q!w(#e|Tp6;P$F>-a` zXayJqK~zAH*}x0OZZzh=R$M5QVHmD}$mFSJ4OAf3Al)d4v!{zTi8UA{T}fI-?)qww zMJA7lvN81|R8h^oR=kL>xk+O>QgEm6tb#|oT755-hz%0F+stE^aJBDvA)3xhcuQLS zqk@#t*z6!qB)asxYnHH;`v_xB!*dx#pEx|W2t0EJm~IpSdKx4R@Sckx#Fd+;yD6d! zHw=ciuA^e`JZYruZXx|?78D6-f`4taV}Ko|M*?uXMSkMGI_ee5Zn_Cop-SeklKB-W zKs6aTU35U9WQqT_TN!GT(-jMnVd0t!@Ff%dyWc!-C3K{rG-c72Sic#~bx}W1dokdO zs1Gb#<^rXWlIa)KAFT4RUfab6UqxL>aR^E~r844mwxP(QZm6tJCIRu-`{bx4-g_2a zeR~Z}w4${rSkH$YIzlAH#-E8_`*$<|HrK{LA1a-Sz0E9c=o`ix0(hDXs4A-gCO`q> zDfb&>xEq|lI3ETAsZ<2-{>>JMg-LHPxo;PZsGcnCb`k1XpDBG^46RYA{pjzDRa{ zobtN7j`K%J_cCTtXguV=IB99qp_vqtEA!AxZ5M~r`^v`_xF~aUvpi40V>va|v1bg# zp#Ulgv7WLUq=s93XUi8S3A8AD{y zEWxWf6;T9IV=N}GaY}z2n~Kv&yGP&L(}$Fh05c`hJCR!z4T!;Sch<5I z6Cm5{o-$Qi6oABdK+gFwv9XX3;9I+*JPes$Z)>e!J%%kdYZlMF`R9+2+%^Mg@-kTC zF1kE=>U}Q!I6$$xRalLC0HUv?X6Z*^4BG5_19X=>X9k))N};&5FtrJ6v)C>ehAkN#6R&TnewFFDR{ zndt8vhvVO}c4q%mJMsT>Ibi>T6Z&h8)1fXGi_MA>o0ti24lnKnQ$|%=+OToiRlDAo zR|Nn{MWPz{RX9Wyby`PcIfZs_(CiShAd*+b%Pdx8XD~vG(_sghAmFQA_qhiXrrbh6 zokWHL({24Ge%GDXlX_AC6BNGL#1ana+gW89(hU)dDhCKKaxQ-6_$rXZDR7F%-Y_+F9 zmPkk-v*AY*7~ce+``q8puxD72v-qIk^ID5B#Knuczb}z^D1n+eg!aujclO1)nAP_# zz9xUl_L*Hb^K-uYQubx@sJ{4g5l{`~2{)Q|C|Zv370oMiU2L=dfaMhv-)Ed3qjJ$O zKbm1Qh0E%0(m!^v;F@3i1q)D3m5Q87T*A&;D1)Rx2u-nwQI3Kdq@#goNyyS^A{ToJ z(4*Czn%+2fN~qn>0KH<9`?UQSx9%FSI&jsjd2SLkn=rGEasSg+2kZ*sO6rd!O0Frz zk2d3*hN<(P)+0RyJc-UZMy*7B!F@ED!(isnMmFX}SiKO?8~W%hQ^qFC&EX-6h-#c} z17W)DjOL-1w0D*iDGi*bxlT4XY2KRK5`^tB`PH093H&+BrOu+KD_Qh6b+qyy&|^}j zyGo*Kml<_oKLj;)P5ARtP1>I6KwK^7W#UcOUhPf{j1 z$W2%ht93DV9~)`B);i6|&f^1I8Bpsm`f?X(_{oZfvPh^LI8q;ESdWsyOMHI_S;G<4 z(WJ_?xf%b|0DtBdI&`u+Mbp(V>*Kdal#U>zAR84Lgh6E`c;?g>?2=PmNV|GKEp|46=p}zTDe?e>=f_A- zS%ZoLPMvz8{E6{;G5cFcAfI}-mcTHRT9BePlrqW4cG`|F%9_eC$y_^HAOU6B6PL?g z@FiC&%N7PBQ*an=>@@(eF(wdn_|34r{aV|&l)k_WBZow3Fxy&~rV(85GJeAHkb>e; zX0N3C)7kS$S%d_uTiY&^A6<%z6csY-^}h1Zv)3>&Ku`x=Ka^DM8s_^L6kLE|1v;ol z7Oldr9SLW0NtCqEQn&Ss9%~Cpb_}u(aes~$!;tBgkwYETd&)+J7gj@>g;1HsjoEF( zXlJSWHh!kJ-lZmDN>+!ledVu{wcSuilBye!f?qgDhZb6jt=EL7 z_#t7se|hTumP7p(_WuH}U%1Wq?*IS$@E36YU%1Wjvwr+}_Rs#o|5EM$?lSkQ68$G` zzndQXwKnDW4ebBB+Vt1$|9sK^t~Pz|j{JP;f5q(yOB^wTjg5{UJ%{?!4#GQq9|bF4 zb8PWZh)!!DL5P<010i}zYEw*1%(6~tr?!+pfU?HVjB!=huIzsQJ8W#gO0KY23e?z)rxfb@ApSzmKH#YMHgb5vSxBAZ$#Q)R8sv zNaL%)CuAxc8A+$&UA)Ed6-@yc3*GT!zA`LZ^q*8@nNhIfj2vK~4Vppx)>e~T4|2Xm$gTBN-=t}vh z;i8^pQo_Vp7}=T+$3LM5y6x@g+KivFOtI*K{AlaQ5QG=2G+k-KOA1^g9BgyOXvOL! zL%#fT*P^G`X0i}WDFu4X1__Q;|OGPIKfqXVJ}D*HAEME7&OZn{?wmJz@RT@vgeTrvg>KADxCq0 zLsbc~m(VUsd(ou`OI#&zB!S@t=;S)=;E##Q0Ex=OZWJsjNvz$;g323ZumpOPl7&^ zR*toCtx7l`WLsO9M4|KDNS#S7&M_9U*1SZoL21aa zCTZ)$qU_z5w$f|Tc@b%he7Clv>TJGfHk zq#`?(dq?$wn7awlV~@!;5|ejxS1i=y!Bd#3ddHZQ6}l*J7Yh=wBk;uo8@|e?R$VN> z93YqCR>(gkQH~U9Jv3?zs|#6@wW6Arm~KGQqA}IIs6CytCXhfu4q1&=MgrRsc+RTZ z(l9GSRI^?o7#8OmN3>aMk63Q9j<(j?;U?0S_dJp%O$!Qg>k5kt(?d5rlUB`8AHl%7*W4AgN9x?e6190FvAeOQf`dzJZ1z3dYH zIf0CujGNk`nx2Zx6sVezW7`=TEH&<#Ud}Z%T}Tp@@rDGp*!Ue|xb4B3G2N8$Cq7wR zS{>U`#(gK;NB%wd2V{!Yt+1Sr?@JLAo=-j2q#o{0tqbSFo-c8I15fhmT8ajsnQJQ) zCgT#e#NjFBH`+)r$s<$*Gli6;B?Hrm6ivJ#jVwiA#^BaFrdyo^9mtbXT5CNb>RmUi zc25(?ZoSurh+fQ|FY1fsI@#CudZ*>CUw7NUfo*1??1UgN&(Z0Q{rcn{d`}jEvo&}& z?Oq0S>*!a-PN!}aw3=fzbzGye>K0E20M$5S^v%ZWaif=dUP!%SFpE!xU8yCOpx5~I z`SZUqKHm8I4Ls>xfWJ(vB!ZqU?N`l|yZ~?D$B({U^u6f^xk?_maJ`Q><2NWPmQoQ? zC9q<|b0U6H9;_OMi1N|zAY(G8SI*tU!SpplUikj0VZ&8+X&%sR=0wM}dL@19xK@g- zH;wSjD-L$LlP*j<@4Af32!7XX*@bc6mXMc>*J@gL#PlQ@ws&7#JcjMeXlQ*wi;ar2 zj#9odsW&jp6tjWhweADSII%)5ol?p;Qx*1cpmVqVVxUcq*pcE@t=0 ze~0)g$(ZLxN3btkjwZyO~THw}EaBmxnK^cc;wGj^K9hbXIJDyG0Nc$KDgB)*& zcH1EG$W2v2cz@UX3TE=*byI*ds}M+htwcUT2Qih{Ap`0V=sWbnhWvwmfOeQJK&rIn zN681FaT!CzPn1h0Ls}FRs?atFuQA+_&9l5K(g0xYI zg|Bz-dYof>?Nk^PBMdkvVv_&)`FUo!S@QZx&WwS!PpF)xIF%!oW*ar6I7WKV0@+L4J5 z^r8rg2owr2d|*0#_x%}fS&AEglO)&z4TvIzNbLUtG17EeGG-@^8Z@FRDpO{C^z{LF zV^k#LCIICL-tng$+0m%%O*q|`HmCi|tcOV}(O-s@I7Rds*!Qodl4eQFlOb}Swz;C! zZTkqGGZd3CGA|f>6xm4FRd>gN=~yq`Kz#)8frq2dhS@qKa38O_CX)1lt8aQ6|e$V@r?~et@P|K`=>_6a);GAN|IXVi(ZY9aD|{T|=VD})a?0XK1V zu8V+fJi5;#E3U7^IjmcG^=*oURY=u*+hTDaqhV**p`U@RMQ{U+3&nOr#D_%jeo%Cx zCU=tM-n|He4g1eGp=67>;1z0SHb3hDjk?=&W5Kq{xj~teB<)+uvnsK+J=rz&Ze{`} zrcg%oi*>+dh>hwiLMQX~XftPh?@aANBRHia$elREn@>MV<(G#M+oLXC(L9ItSP8rV zuB6N-u0eTOHf~B`W8hjtO|kbcQE*IkSZxtvX>!5MQcD)MCNPzomjL{arI*0^OCq3Q z?6nCBV!XJNDJNHb3F^eq9_&AW;x%17xM7TAn9k@HSu%W(b8{7;6LeeqaT5NxPQ5FD zz1vYSUjotb7M&tbse!~t9oNeoPMwcbQ|ljB(qIH))~(8j!)*>NWg-P{;(BfAA^mEXG06*mo{I1H7f-~ry=I5h$K(rvb7 z1oue>aVWV!G5C%r*cF|~Q6VA>VWv}@<2p`#r+~#DG3S)eGRbMHZ({+Wjeixhf@I^3 zf4>}17}^&^d(7VZzOl9hEjg!$Dad4Xt*1R2k{>w;RO)(9rC1SiBN5PHKBc_YvC;f} zsccYHXk&PLKNbjdWTz&on0f}(+8N)dh$(_u8gS53VPHIJ z`=_jmEmY(0g19-|IKyf#Sl`#41Tot66d@U_Qn#DRQC<8$OMf*m*{F8jH^{e7!)&&- zF>&fytf}z-hHz`;Y_Se{D%UfllP%!m>pL2ffgp<~p;%M~5kq|+vKI%Z&5Gi?ASUO$zfgPH2(h;^RMP|}a(!cdsv;U32&zfb61 zM6X2e94l3PgvMJLE0rqrc`D29&en(&YxdZa`)o(H1ShO8D-_q`LTV6I7bZY}16i#g zQJktZ-u(%F)-Xi9tp|2SgRC(KcSlBDf^L0KtzSM%?IU%D#K%P~f+}5y zGy?@_NJ@(Bh_d%3T|X+MQJ4YFIK@DVE;8)JGvlolM|Y%r*c#7N`Bxu$;cdekW^5p~*o6N|&S_tB|3*)TPM5<4Gk?E(lLR@qPuIFu23~7ZKo3ZNmEw zfPWZV{Q<%MR|sHa_>a*-j0}I{g%}zBD>1~#@NY3ge>~xT5(XF<{>}|esB_yXi=kv+ ziVCF@<%K6X%f|Oc^)j4;YsPtiM90IXsOAa8ha~7jR{|#9^OMLxm3^Q?s+0VXC_fvQ z{gJ4PD4t@Newe*J*30cq7iV=5L2tdoDfV4}d7X8TWkc4gf5gR!fnjj@>>Xvp+!GQv z14=EO&G_gm_kjh6|nKpXF56U=pZ zHn@f-vM)Y?mD?+HHdV9xz^t{E3T$L#Gh}>P(x6t}5wp}3qN0V&7A++N(U_#FT+#Y8 zqL_U%QVZ`6MM0O@8g$7QEBA=gqoKJCtgONiKAllIZSYH_Qg>&*mFc(I#ry+p&Ezs^ zg)BUW82Lu)0WocQHJR1{H%CTS>>U#LGXngdr!Kt`vp;c5oz1~M;`!w04y84vOUu(u z8@1rgo!9JO_-vTw)SfXtHLO-Ns9IL}BsD4Shp?S&NbuZsKk%!sLY7*yH8(MW=@I>a zN`O)1)M9gwaKwm`I`Kg0!I|Dd@`7b#Nk$7Jnv~XfQd3tnk(!*Fb8epKy(o;eia49* zu4J9X&-CIk0Pn2XFm>hdO1ygK4f92vQZe|j!Ps7 zTALHntxT~P0R9OZ7xfc7F~^q(p$P`XNQoes^6AI`sfh139$t@^oJ zv`ABjP3pwCrthF0QfLgkVRxhUXf$lJy^c^~2Q6ERZ^M|%Z-8pSn#&EG5G{2>Jk*98 z2UV13F9C*rxKNpfa|1lFKW7I3rWp920Qev#iM%@}+ZB2Y0h4V=DFuzhlM+(`$CmKc zBHDVPL0aI-jS$Ix>x@0*x?0VpdKQUo);P9D6Yxw(Sk4W8=064J#QPX zLn5u$#^Q_=;enTst>3tq0`xj;{B1-{C!`u|4AompRkBfFgLDc()Nkh%_>R8C?*m6Q zf%_y;gPOzpj6B#IraU)9?bsf9`6yt=8*BO){~+J zj^^MVBj?Bwfl8z(=K#^n4E;=;u?nM$<=?#53lyNHsYo9l!dpB!_!W&<7ZpL5kZ+ih zQoKrxq^k5Kzixn_=23=KIrpBjel-l+gNY$0C{(e%Hbp`}nxX(d-*^3CG1||VsCb1} zkXNWG9>hHy?8{DeWiBdZ5t7rx*y|a33_GOuqBfDusym?2sb*+u7qr?P9Uya$J9Lq%v)dxJT_c;g!^{%YNa{~^e0n-yz(-c0k=c^v(3z+KJdxPedE_$G)kw|OqHwsV zhHy2~to{%+I@S~a;BFyEm6gZdaT$aBu%>4ym}KD_Dh_FZWX&vkq*G3GMG|O8yeE{>e-Ivu*LKJN*Az@ceV^f$hB?!T7$Gg_VW* zUFgQj!12E5fcfXj4OV74#`m*-bLhd@&dtEl*vZ(y+2DOyi;1n#?FG*8Hwc`Pflk1BckzBMelN&GYBua~y_8R;A^FLbHFjxY`^-c{-WLd4Sznxa1U2CIe=d?p}qll&q*HS12FJVPBxaNUDJhRI*# zrN`rWudMJbtv9D&7kmuu17YJI+XKkSu>8c}ExJU8r!Lk$+R4F<*ghpL$n7lxs&Lf7 z(@tsm#ednOoA&F$dTk*;o!C#BAFis*hxFmOtMxNw1_#Z=2{?|J|=6S6O*aS41NP-!W8U` zF(Ceexn*5C~t!DqvU5#ShO zK|}!Z^lmJfgsf@%Q6^o>OPpaXO{ENg{Kk02bC!tqqwdMaqv@_{Z7}J-B`7VN`FMJy@V%4MUr4+XNxjr0Zn>9P zy2KQUwpiylbeIewhzu$SHhVLNsY^B_fyhoUg6e8@0u`jUFbfwZW7IjbC9+HmjI2_euufuYRwP#Oy2BAiD6UXX>JzE@k=x!olb{*6ol@4h^yQvh+qYeO}o6=J%jVbshocLhRgmW7urY|iSSs-1Y8BaPPNEQq`E!|!%%I;7NtPn*t zK{$B?PGxKf19`=9v{NIcQ*l*OsHjSJWiR|y3vwpRp-XooP?-UvndRvst2j-MZ>;yw z7F8UZo1aQO9Rlm4R;p@qJT&gNRiVw+a;-!j~e8TCEuZ!Fp z+yFrMH1j<@5!q6H-=A;;Qe{$EO4IjLb8|C5=^N}#Oqw>E-Z}sgzSjL3HRA1qRhP5h z?jZ{GB;I-X4rvTI8Ia}5X``A4Nlqg`Xk4Me*dk4%^Tx*b(7}Bwe8dq&1T=(0a;`WW9s@4pon{uIjp|0Gw8@5JQK2mP1cy++4R zr@p%-&{>pWkpgNRfp`&jrcHdhxEd7aJjnuK5RGA>+&yPUAUFr`Hy~8;6vfXct+Sx0 zeu8TPf+EmFA|$T>8=1?o%N@L{we<&y=kKn4`yC$VcfRKnXN;)PO3$Z7q5ELIUEb2M zlxClz^gFh>HfFx}$=qM3QCWTZ=J2R67r(|46GOamv~`!{E1BaTXXJU%mv2|3Xa9J( zS|au1?PjJ?HD@;LeCFwba}q7J#eId0hB^?2f&?Q87)TmogN0aZBHWp(;IpG5vplqr z!l;_5wdPEy3b>zvAhmGZG(rM*p^k}}MSJS#A*#%@haXUsboMMazR$~Edfq5wh+l#% zUK4M)q~%0A6rnno1YL%=2>ju9SRvoQsmlBBBY?~6&-%MwS6YIolkKo-zDxIEYs7c@ z&t|9bchFSY?Y9t~IX&~hS7@y&(^E%#MxJh0rY`KN%$2Na9o#KC(<3k@x`sDV+V9~Z z9UW1d$bQq&nwJFVxs4@d--NjO+_xtkL7Pe{OP^01wd%-Ms?eD2l{Q@-q$rq?;Df_H zz+le-8416tsJBgNpdP_OuEHY;(Wx(?5fc%&*4>EVE^2yWP~c;D=>x2N0X-AYmN-`B zGgY!cvXlIA9FEY5jk3+IilB?~al3$=AhffOt~@rlpbt~zU3MHMC$W=xj*u5j2k5PB zO(HaGd6tQ&1>1p&wt7aXxhs%(uG*YXIg|yD-S6Jbt0N8 zWk)GOe}e0L1Tjo{)sRo@MIuIhsnZb=>R-AZB=)*Y;V;|rFUMF-&Xk?LLrjP{U^pwE zB+>~RP&r0V!@Q*PAGMg*C?J*6KNX8mN@Ewb{(&Izsqu$wq#4rjyqvs)(zz8JaM+Jd z-F|=#YLRqlWxPWx!%6@wtM4lOBw(Qi^3y=+Cqf3XJRsY8pe~&O+Ifv20q815zibsbI;!Aocpf4*L+1!%~W;wn(3~8t$(em)r#lR z$8eUUow8+aUX@oU4CykHGuE(Y2bOBy5h6wi@Q(VXBR zhe$26$%wHSll0nTF_F>Dg{$`yrD|HAWNpJKR{8gYUaG0 z?NlS|;p5BDGkAbps^;U+3W98Y?uTGmb;m-r4^!P4EsF4MoHR#%2IkB{ zrg%ZJ%iMbo+So<1L>|ZUg=$N-QEh53$6fr+eXUFsPGgYjyQ#f?6+b7*C*$mEI4Yr8 z_;iIUMIdftYfzcf8}>Vla*_yKm&N?$)%i~f32I9o-y)J3nf~Av|Ch_HGyXoqFA4r@fc(Qk`wKv-janLs zAZN)S`tyFq`^7ZX~iMf zzD9N#W(*USeg+uA@e-CL9L%KXGJm}#YO=ms#?CXeM^0}LNtuJwkgYSBc7yBtr*FxZ zZ#x$m`B@XDXVXIW=_cI}u+jbC)xdQeC0j*#viUvFoO-cU@$?I#%NKLQV$pM`4mg0gtNsrN>CDI>%0z+nUlW^sGyzNDblhhP{MsqqZKNVQX zR|tw<^Av)b6bZE5M_E06mPB_q-I3q3y@YEb>fff4d-o%@E>Ub7Lmg}^n&Be}7lTeu z)A@_}W-Cd@U5Ol#FYZ2^+f%Jd>wgJ2^2!fP{hj7<1Q z3YOstv+9+tfjyEeuDiWMqXBNAWZg=7r{Jc&%Vpz1-U77(NEICU#5_Nsz z)V5)1aUbePH_M7coC+N4sY2wyvj*N(l=s5pyqss#;+e5h-=W~WWK@v`(M=NLJs5x< zkZbdZrg?rnC)+BUuJHL3a4elzFeWmg>^XbwJp}F$?@ydxr@{mBzSf-IqGEfz-vGxd z=7>TX5Y3V#^XCz!O7BJR`--sg&Wn(>o`1~$f;rQ&FwRL{PWl)dJ62+Xmt=Ler$Iau zH$#u;6QjM+D$KW_n<+%ag?%A`*h#YDEKqMo#s zH+l;xF=i&(lC}Pg)T%DLkQPhspi^`D+9rld!LUranTB5hd(5#T#Ed*|T#4m3D9AvCn^o%YwfiuID zw>hUM#2<~^)b!cKh8%=>O9vq*fZ)4azd12WUsKeRi}A4Lr6(p zopEUq2z;S;4|BwFA1KPsXw9cVQ+2j98@%t(n`HDGYdPg9Z~PW1bFkDd^zdC3ad&@a zA^XvZIOOr@EF|N9W=U7Nh%HW{hEr~gC9OCyt~q-Ok4SAJIV_*OEAJ1-cXVf;NXgbY z&a-S{V=uAy{~|rG>kyAx8Fj9G*B=i*ih5pmO=aiMh57}5B+ne-hZ1OY*_6jm4@T>N z1JKU&qgOOgBFY3?ufx8266E)M#^PV7ONXUh1~l%qcN@JRYg&*TiQ{z8bM479qMI!G z=T}27TQaCDTw64t+}E5|cjIIzbI@GEo*op}hNH=+7|j+l0%V3h!1+-R6OMXiaE&zv zm=kYDq>*i}EWbHzZUE;zTm@4ju@n09tgiZS$zS*|nTjhzn{e1DVXWErTHA~y`l`Ho z!(rJf!+bIN8hZl!)^K-zMaYp%CHL<@=+_YZ8-$pF6Jh>trTs>LKS1ceNl5}JM>-Z( zCJqi@ni5tzhF?xFU_w_QI|-aF{3}Tb%ddC--*S}vDNT%{ld+4jjirIHjSVpCHN6RN zB^KRZROPRX*Sf#bl>pP3{5@gJe@yCOWcvSSW&#u9{I((gjH3T!W&$z&|HaJweTM%Q ziZcJJnYp9BYy+IWd}1G*j424tX^$#=c_`wxawiq@C7`xC<40HqzPoERm|*sT@R1+F z0|Kufca9ezn&<+|3r!b4QDsL{gAv)g&5iv%D z6V;IGFW(~=Pa~&41#$KD+o7?A{GPZRjdb`6L67107XZFUX34w|}MhPud4Y?Y66vX+kmxQnFW= zR6YXd9I+3|yZLu(6Rqd+udJ&D!`lr%$X|>Y7Xw__)wS-)9*RXc$4ogFWqm$hjEBNr zx(;N~QmZ#!iiPv$K4>qErPV3nBy$!NYP786KA_FqqkfjXtl9cRq*#8<#Gzp^(M>W* zgv$661L^x=lZJzbE?g!|UP@7t>6m8T*uJ?`lmEQ5Bh$Hj6qj497k_0uxfy+&)VU{q zdpKFpq{#gXR(d43?t5IL@bXy1#b6!DrEOyM5Ery1g2fU_kokED!qcO!L`1Elc2E?P zPr?p~<|eB@tb)PKP?<=XHZ=3eKw&^yv;tH?>Kot}uDkDeN$gD0uAR~v<5OxqrYZ|D z%yBP~hHE)|SzAE%q)_Uq4nV6<0WWMIOXwQ;IC0&>{{Mp2)ALByr4!a;%g6?hv ztKOM;M&~nfGLBko!8?)HgYpMg27Gb)^k(Xit6Tf|GY<@Y6GSunh9eKS94xrNljHp= zaYGuU3U=tjk5AR$lhT9BM(m$2>9VUK2y0EzTXV}2R=b-ZAiYzm)sM=0KCBzQ))B#xvsLP3G)MFK`i>Ut-1Lgf;DZ^Xwz17T|WsS%&_s)BRIY>VM69qv2tw$|773~tYoGG>*- zyMF3AoKap}eF`1JdGa&N8}Po#%R*f1wRylPqIl`byEa=~(kSk){jb_EG;(sKg=3z) zC6LjSoHXuxS-eH&sn_JUj8(%w&Dykk;dgLdtp6hmg~=Z*d1t zPhfB*EzDz}FrZo(mpa=ynpBE&p&~g?4C|CH?5F8~v^kjD^BvWotR182xj6{+YwgDV zmJmf1B}IGM`kkLkod6t2mEsF4bk!n%Pe5EpmXh@)ImRpZO$>Z4{=K3>#>FQ!jI_hh zo3J5pW;_Jt6j!Z_SdE7ByKY_6+jaQFA>&|dPHla#HMF?2Y&D$d=PqAJ7z`=MI&c%j z0^aARLXUFHj5Xch#S!KTVrBKd^0HRtMYgDM^QeP){fA*8*iUou6oXSi*64|GxI|4b zakghTbS1K!5O&cLbb^P<`?NfoS%6V{UvCNnn#@ z23aYD-snj2=6zGR+uYN&6@6m=Hz@ski2se!zwq?$DE%8@{y^z}fZU&5Y(fICjC2gJ z^oIJs_dq-A?_K|FPXb#p&@pfV^Sl0P__vpTYWwHlnO|-HX!eWN{M*s~LWtVhIQ?Px z0bei!9i4xGpeV4$0`yJ(t^s?}%jr8g89UhgYWl0HCTn0}Z1}t9ud0Zflb9k9&W(Q` zO2Ep_OrHUm!u^k9{jM?s)6o8@$^`U<{^QsVwuXwvPC$y8UQSpPmR`x&%?XxX!dl?U{~dD`oeiAa?Tr7{5V*4eUa+0*uXJdzP7c78>*-a^jhxJY zu2!4_-ZwPE6Z0urgXsjRxJg=a+lcSumgV5jCiG$_% zM_zJaAthmBLt7(Yk59%nrof{zGXEhS@Z$b97w&E0Z3BQTDJmff009L6K!AUMw`G73 z01_Mm5&|3&5&{wm3KAL?85R}>1{NI=2_E?!Iu_PDbWBVfd~!k@Tv9wtOd=X0()Scp z)Ku7nv<$SA4CItll)nxF0tE#H3k{0~3yVgHgNZ}=Ki=Lt0VvQQj3C!wAS3`#6c8{J zkhdQILf~~mfc)M7f7?Jn!GPBb1q}lW2W(J>3;+cI0|NyIgMa`B2e$SGehvUffj}i@ z6o5pN*M}mpM`!Yn&4DHrtnR{4m^>$AHgE`lfyI1>g^ff0o`RB!nuV2(orCkEkg$lT zn7D+bqLQ+Ts+zinp^>qPshPQjqm#3XtDCz=;OC&=kT0QOaq$U>Ny%SRQgie23kr*h zOG>}j)YjEEG&VJN_x$MX>mL{#nwp-Oots}+T>81WwY{^uw|{VWad~xpb9;CH@c2tE z5CGU8VgdjEA=p33g#wfd6dW839O{=`AfT?m0)_$(LCgq=Dj*M~Z;wX8^}tihg?elcrXy)j|YYV-~&7shEZmN z{`ZOjh6Dw`K^lOrjN)c9fa5OqDPWo~g~N&|0`GL=g*r2_sH}5WD!e|C+?mFP>{t!4 z@pv_u1K*DNfyFxPZec06W-R3rLuz?ufRscltN9&w;6YZ&`}8@*Qxj>y4O9uhXClzf zt)grqPqekfWc%de(ht@i<$RlZ>H^@wK@L6!;sgB#P(RNkb}TIX;L233^pgDj#-_&+ zUXBTi2(BF}H*|B08D}9~!YPjYr09H3dF-Eci`wYZibDX)noOrp-3AQoTZL;a?vEE| zVwCTSOW~Zo{fwr+4B*iW+1V{#ANcWY=*&d=ek3-XwrNxlSBM;&u;aB=5S#IE6e9%_ z49i{mqC#9@(+7i%f{KU*e{nNDK`8l7seuMPbS4h43Ko?gEqg2bGjK(IkgiiFw^Yr7 z%_I22)Gn@8U#ggo$p#x6UsOahe_Cb)_?72_h@i{;CncgwRLze$$_&ITHw-}ezb&Py z?M23U2Q`N{1tTi;a&!kK2|wjbu_-RfZIRrLy4OhC*gOb2igdMuXt#S9==cx$56yr} zzc*K&9S^tpC0(WgASrTQ&-jvAElMqpS|nQ)n7?Wn+MM>+i~2I&6yZ-`oH(T^1<;1m zn1ZycYdN;KpB=qoXi7}Yl6-|ZQ$%Z@F!u5L2DMAUxte~>0fnd1`>nTCsAz!8uuf^R z`%9%u5Oz~SIt1P+-zvq;-dx>Y@`o9fZ}_~@L5gy%S`ntyva4{Js>^%|J_!|;F4!r~ zP=GjovjjhOut$K{R_3fn&9iW@F4Cb{MQvSeHlb|7oQ+j+{?aE4@~v#fLuAPis4woM zWamO27+?pP&j$CT3Ny~W&#4G#KuV+H(WsxTsvPD2yHJsJf{?0 zW=TpZsaT~~z1PdQ_Tm+^P8w=`8VMYcPPguT*PcVFVCm?EewHg$9^0tK%GCY z7f2K>^cqCPv>sz^KTNZPoYTlq&+-~C1O%+DY`CXdcXFFr=JW}nJ!^l1dWQDgB6(6> z+~i>-Si4}hwtH0>N$&h|4ze8)do$`Z8(q0yQM|IGqoFfw=xc#*kbY1u`*frbL%(yPq*;q zm9zOmE6WEPUq`=7pES_Y{_r!6aRuLZj9TbbXrP^9wixRh4Il%qDrbL=L9*o{E4qC# zAJxQpdsd)i4Hl_z=d#Hr5+JmZmBukX{NTe=dP8+~2ap%RAVQZH0sOmyvE^G^>q8VT zcHTL`3T-8Kq%ttF+<+}*K-&3~y&by_Hq{o_I=$8Z?9a{k1~4Q5X1&it0C@0JW!##z z&+feB>0NPumptv~80Q$35J3l?>)({vBOT9+mcDp5=57hvP&i*thWem^@#HR=H-H=z z!M1ABGjD?BQoiq!M&QGD_>>)o(X5heqyoxHv99LUIE!~4(!JwL8X(P7j&VwO$g)1U z&4>SZq|2i*+`?tg`(oecl@5Q$AjVKK&Uc(ta%Js3AVkZb*?Sp_^2%(LPVTQ{+w|k1 z3oFRCPh&d!5dsT@#i4~3hrXq_nEp1+1=CiLH=ZQn%BaRbMOC3y$)olRqw}3`1Ym?v`cY__Rfx z<E#tu(;E`bhs$f#Y(CvG_`V31IMNjGv50SgC6}Kt0DjU{&AHKzK zZe>{j7IRytUr}sBv##ZjJI)2(y#d~dJ(H}X@$Kg=`fdc!zta7BDz0SjMcUu{PKteh z19XAwK5G-6hkJc`1LQ^RqH7Og3;(T)bcu2x7sz4=-4KLW{#zm%C*OAo5i^isw zEc&DyzC%hE5{+~+Av{G1^dKV1AJ_gGK|pri0JZdiRbHAK39o~qNpAqzv=b`Wn?#qG zA*d=&LdgeRk@>x8^2NnH#_l9`DCBLAvL=G-kO#cHRTj z6V9hG`|NkU8pmx?`nR+idVKNlab!Ot$JuD-^EeS=Jc|)VJBv&m`%XDoy0ZzAa7B)+ zRNjyt`QK+=kAApyoRR+-XN%Hriwl?%uHRYY5p~te@&H`he*T!BT9{WR-f_rQ#`Y1C zY{N&rN~WA1(oLtQTZ7ts$@c4T#-$Y1@KApf-&BJcAUBNiFQwSl@%BT6DX*p>_PDH# zFP()&z_Ur;HcE`44Fi(lLhSQFza1s($!c3gtxB`ios7O>i<<}(K8#}vpFiu)(set> z$3p+&_Mm(bgu>b<>!9uOAA{(jP3tD0I~Oq@V>>Yp>l-|+PIBr5Sk@#n@^<7PCmcli zNjdvuCCj~daPxDeN@`fjSaOt=)f2-kSDD6PX$o6fHXg!E#3Z-wG>vT+1w>088a)XJbw~sY1@NO%?U`|G zBW_3c@Ek=?v~m{qm%F9VxAIwg#94@LGTmM>}J!s_F*xJMG2N|>XVo6EJ&Lhgh1v@FI6)nUx z^2xWpQk4P}dW@Y=^(4ZlXrF7Xe3)vpagI(0Mn&!U%c~KMYT4b``f!%cY>_;<2@s8y z{Qiv|0W#tx-7sC*3Q^Hjp*?7-PX=Ms7ztOaPHG8(Z@0ivDY)0|!*_wu>cJQ0+=284 z&^wDPO6s0dZf;i6Tb9{fNTFs@EwVUy_J&Nh-xxKZN7fp(%uh36R}|dAH^fUv8MiWQ zx7Q)fR=Za`rgfTs1E8`DbJ2<-@Jt=a$AZ5XR*hT*;UeXVF?s`d+4B?hZXh99XfPeU zYkpa+7^^DN@vhuhA{I9UWr;)q*$WaFJhaTZzjy->$-?_C^cTGW_Iq@ab1;QuxD z{>gl7sv>Z6*!$7!{8Pu2gpv+g) zaeP`Tqsp`8#Ir1AqrCfQ5Hs}PUyte%0v~apaCH^0wq$0Eo12q1PgRmORhcA6(~}Gw zB%UoNojh03UQt>at7wOH8y-tQ_AUJ`#y{8Dg4{=0vnvH9P`$_YdwBope8{)RqN?c7 z>Nu9jG&Tyfc#vWO_WWofE}2Q}kW6No|Dv|QY}2npV)X=)D9o+b}iV@ooL+QBs_CW`|Z*tguXMf4eSeas3W zZf~12nR2H3zB&8z3Y4l3%mLb_)p4n{LE~QP4FG)>kw1B3t+RF!D>Qg3-5I&!w;Te6 zcafRf#!UlEs5)%8$vh&8i}oea0(Qz)XPx%rsg;-9ORksnCW53HH@)-w@O)Af?2ynM z!Zp)F=6%Ndc?`oX-7m>FJokY*bCoO)hGwT=BU5y9SbUxwTa8sxE%(^Q#cs}LwS`Uf z&QIUDY$LKn@$FAPjMUn`J6waWnd9aoql9nCPQe%G!p4|#3#s$zeZ+{|yKS#>^xV@? zAE@p%@DOP<9V4B&%$tTWlMa;Rg%UxnQZ2 z>KkMWwCFO$n?F2#hlb+3Vg2zE-N$z|XZ!Tnv87|f&X9y@L7hHz)jQ4(-vE*JZvboASN~Gq4U)Y}9>lP#@#_2jSC7#*fUoMa z*%M)e?_T-(-HmTw^hwDZV1iZl8JzPuY8OFp$uosENsf+`!z?YB;Qo}SSEGt>R&VwV zP-hr*K1lvLSxX9O$K}0rO$ggtA!hpqKno?MicZu_ftrcpODRY;Wo2|O5OqqeSzGqF z)yLLeSkHG>6;+iR>H$ZI5uwF6OES^izgQ|GFX$aXNusaDG9(XlC0KYwQz*z7it(*| zZzC#1f)^2guukOLDb}WwTQL*ABB3_M*6^xEXcIXAMqu2?No*eGGxJ0zHaDhU;0gALcDp*ZtK%<$4NbH!u``mN( z@t>mm@Xq>#aVG0g0>Lhaws1%s{3n@ERsx=bn1k3)N!t{B|LSJE*hWg?Z(WXEcjFT{ zZ6bKX-_TVRBN7oHmW=$9{Hq5^r(d!LqBR7{79TuUw?&p4&qC+HY+fBWHhg93e8T7n zI^{psXSOtGceglZj7Ft7&cEzD_nICky04qp*L^nON?!l)egcdcuTo+~fMC_JUvkx0 z<*AdfxBvj+2OyZ4iBl2RNG!L?sSzZR-{oCrlFr741{iHc1(Z*U2wAsO2cgT0gNA+R z^|CGWl1=N?h{z;tY|^Gm#{ymH%ch%LNRM(cy{=;j*$hp+k-XeN%&?!7|vzOs(r^uGakckT!}9-Cxe1F3vB z#3p9`t6nVL!255!$-C>dQt=ItJ*0b&a+*5Vq@N4tI%|qK@#$4#Yzw8#1%CA%_odrr zElDhSq*3TBFse3T8|4tet7i+JZ&SJh(~#|&0Codi2u6ueJ#S)RQQx_Or~j|yQ{ zo}&fuijRmZP!hGLA(FH);l+L@P#?Y%A)+8ZWhZ^2hO>Hcy%A zy12{3&4qk9(Zir+QZO3+{z~zIflB&MbI+2o8olgY<3z>Eh8QQAKko3)DZ%D}gZEzy zg872^R4=zTKnz7N-?8EJ8{k?$8%gS)Rl7gcL8Gek4w`3+7VA9WG>^RYh8w?p+?$8| z?nDTBuiJA+vL!m<^d#j!rS#dBP?S6DfHJp7!Cal8D%^**V%Pt|RoilPTTAx#%W5#Y zXwQde{ps_n+OnjJdB0jD+@*YtlN@tHa1lo|t0eA6_M&QVInuohsQzRWvlBf!d#mS! zs;pPyb+OX>9)*^Az>hIVF+o8;+1(E(9SB}<=TSk${ceakK9e!S7{^1C0bGg7TCbcK z3l;=W=d-8bz6EUI`UnNb)_C1;P7&#M;D~tvNX6Mm;4h)IqeSM-r^U&j(pJsOgD_YO zJu@grjeD;TRYgZTS)fAn-GsQ>`;Ohk?Czm#jJJ&v99FNsf*)3$qQBtSWN&c4!`$x& zSpn^cLP7^wm=w=v3RZyT4&a*l3sC@$d26RRNER!ctB$DsSmP}%D}uoo7FMh52V@(w ze~-$)M`lVJ;*1?}BUQ6BL;q*mh>fR9YK?!e7uhk85&+LxPF5+hH$d{&g-7Bwp97n~ z1ymmM{IyQ4+!~qkV7JXMn8nrV+RC|QKUY6@YIcCEVXDL7m!YELSfRy;Z#H>c@3i zCx8JGXkDmiChWaW(44dan(It5j+@*|6&?PpgI>JkA9FRD0*AE65IHHizF`x2Y_@w( zK1<|@5H#f93u({VvL??RS2`J887H|f4}6g{UVX+kZwT(h;tgmopa7#NFg$3k3OPL` zOOx)HDoh`}HT87QGhy0tO%mr^^^;j^#Lh+lnz+$~m*D69FA*NTuMw;V&bwIzeA_TT zqo1&@-vBRIW?)nMxz(-e<=SQ*s!PXCmM12*jEcu|o?at(&+Cj}V1yL_t4STxHvk-| zF3>VI-^?0AdZmlLSH}T%N0UW=we!7j0y#)fO?d-!4*(U&{ZzN2tH3uvc-||fXvZ5s zc)FJ_o$y&3;9-n`UtYml%hW0h*9^(nu_h>L=iMuRL04`2^9_J>_^}PR6Z;O##=3HX z-Fe5uhXa_(ZR`jpAfK%};eA~0Wvj3Ec==q~z@P~UjVV4Sz5q#fZGgn1G;jVd6v!`1 zgpl~zVs=k9;xTu%1>K({47umDuycW6(ZCnynES()l(-is&*%Ed);NdnnYk^#5n0eD z&#q(|Nm&j_8Z#2#S}GNc@xcsZ#0s(^b;=Kzki66Pv$1YFn8HIfFaTm zDFyc(%D~0**z#g^dSDCRr&tXEF?Ya31M`uC#)|HVQe>g9-?3gr0!T14kuwzMxRvsc z={>>5naZIu;vQ>G*nDIezVMPeJcF8!n%GtWyMW6ZDa~4cmAlhqGE~x&sQv=8H-L%P zQ~Rp-U7+FU)~R*BOjhsBZlyGBmP|KJs`nB##4H^ggb4X0;xU`r^gW?oLOGi2s9IVn zxLgbgJu6Rr(mkh*s@sh1Qp<;ah@(Gg* zkKOMMq;}iS?!i!5W|jKeEjgi1dtOhH8_uA&Z#X(n)>&q8#=4qnU!GJskRq2~ZC==} z?{16AapIbR<|h9kw!{b)xgc^+;7mQzw}Jd9T6GL|t;GR*EUWI}iHvQp)jkF;!!{nS zY^J&nl=kqx0=6^@4Nh$wb8XdNT!&>l$d&lBY1Zhn`|iib-F2z+=v$j2clUOY#(*O) zmANgjQ3nugvP7_^o36gOnrw**&966>JUHiALntipJ;?|2r^n+2?X!KW`>|eZGre^AioY`06lq_+6K*RFg0#HHGw{L)C@YmzaKFkbiw{ z&3N|Q<8~^PEnn57_Rf(^^Ku)Vy2G@Re7*Q0A$?GA+z zDZwp|!v_VcqVJi`V4!MYHV=00P`~fKd1l8g@t>)uJc0+c2jw#@B0MD$csqjmW}0^` zQOD>5+lY1Rs#$LRg0&a6QP&wCFIAt|(roUg$ZV@Whir!?hK!Ww*MK6)QHcueIEdc* z7p|>{HYe4w&bZe2t(%|%zEOG)6Ap2b<~asVr_P2;RDTJeom{X6$scYQPIqu{TUk#j zn9^^lZ@8qlftXJYk{IY|?7#5uJG1Y)#&9Xh)b7m5r%0klCl+~!P-|_B)p^i({ix@u z{FswptkT}?pO(Z;sddh|k^UmXo9GjI`ey^)YGJuy07m^&f2wSiM{8=RGfXOB5^fgdhrWw?b&-u#jEeN${KDdkq={QhLr?dk;V#B{gi)B?4-S-_ zC4hkmx|3VgUIgIY9{*EXs(T&zxQ>#Q$55+w);e?ORdX5*3*MI->8VzRGtnLDEbRKv zjKzQQ8n(HTuZHfcggu|NV(6$3nhl;<&eFrWmSKma4w(G+8?${FDY*GB5_kb~Y&f5X^a*P}aMoZfSY zmmg>ryjZh@?2khJaG40bdA_CbEB*<#w=s`161=t_aGC_BrB3L3eN$iSxo{|R1Brmj zGHA=1VDg~Zv5Gr#Gbl7Xlor9~Xvu0N);8`#HY9WfXgbxs0PmIv1;ofG=2NbSux;Ac z_hygArOR%8rwAW(!gOn-Os|+Fp8*$?5UFefL|g4hL=#Zna%)RHo~Aq%Loh@s@HR!w zv4L{tu6uGpJD3fa`?zp>lnOob*aOcNCt%V=PVTpfB~m#SNlQ9)7$ea}aYD8ZF~h`} zXtjA>*_HfQR#&n88mAFuw4o{N5N>x7k@=v^6W4qiC3YK@w-O!TJygqkTijJ#eBnpS z7iAuPtNIQtt|srX7CX2Jf1X{RDdibsyx3@KgypB7SiTx*FzDwmhJuA$CKGoDAFSIB zKiI2M*C(|&EsHESAZIV{Jh(lG;rfOgER|2vE`C+fg?&ZJA-3bG^n}1sI)s?Xn zEIyL1ACx)iXb;a=_Kk4udeu$Vu)B|WSDYK>$9%eII9p*H4~Nr3x2I>E zIWqS#sNy01*fGDGIoN2&@z{f~yKx*>NS`pWm6Nvtb;bM+tO zFN?R7cw>}+JE9G(4SSGvni7T`10olj=Z1r2RVh>8OP!TVTrLc+b%p=X-54Jz^C@R( znDo)!11ttPT*17cCH8h>px4}#rZ@~FJ5g3KQH+RMZde@r3t8pUIcyxACK38p&{4zV z)uT#~{IsU?ST4IwZy#d|$HTj*KtdUxwxGk3zYa5dzG%;)neU?Inp-X^>Z8c3m1@7U zol7tck?lIE>KSdEEKeA+?#+8_H%sznXW`aL9k^zj(Xf=k&`}J7)CsoBY8?5RNpq>s zJk#Ai@_jD9*_gbt8$;-=Uh6oV)~Ai(?84_PPjTvaH@Z`pao*qUfiM{hdnn~-OH~iz zPlqW_W^bu)bJ)cP9ey%F^ zXA)UkO3&Cj;ac-(j7?dZT<)|hYz(P4f4R)2XxA+K(9~S7`J(VTSwtBP&uftXqgs13 zwl;#2hl!K>5q2pOm2!?_hME$#6cPYdhqk`mLB!d{+>N}rT<&m$bFvkf#kBj9(w?qo zcwYI{jxrY*`9lr2+~SGrl6h&i5#-St>3^LKyYyOSo3lUfk+{2s&}uxCJkx|Ke7B6L;hBuF zy>Ize1-G@J&$SBo_11UsV7*R#MjXd`k_)sR*J} zOh~zp8+*+?TUu6tykwjL&cKi};IQ$WcOOl0=rLQGV$(?-Rnu~8+2G=}@Ot|Ea`Cd} zTU3QzHY=v7z2vCxioD-x4P3fmne<^2DHOybw>kD_gF9)^t}~wKXVCuXOll2k{;PHL zdrP?smmG+srefOQ6tYi8=EgN+H02R+;+>g@)0ZFtoD{4RZe-(@1@EJM!P)Lo9lqGZ z21Tj$!%!o3`E9#!66`6skgC^c_d`<2uoJk;EOb4K-;Q(Gl;@%$TxzD|H&Ae41z(P@ zb-vQ|+cs1v)$^Mv!zB3HEVE6$aVQL{JN ze__?nRlkRI7WOc#dVUsk{UYgRO;a}=5*u<9*!MHG1%Dy1G5^8P4KlU zr&aqW5Xxs!kEAc6s&WOZp-1cT?U_(vxY~^=D2RMOt8?!?H-!_i+sWNRXVp*(u^86Y z9sGFS|4Y<|hxR{@4nUVMWw|Y;d2?Y|fp?bB-1a2hbLYB+lvDZ%_RxvX-`&sSugF;h zKrgpK3(&XBT1R;P`Tp)TEOGr6rlJ^ZnzD-d4e*(wzvEh|5*TG6Z7udp%*z9`uM1p( zo@Yx7!1WN&?;Q8R%rI4vrPyCbA;&d_(+V-=C~WJMVrA7kO<>BJuCPYiR4J;@^9!y~ z=(}XH2#k);-=b|iB3B&w@e45e4s<}LTlp#%4+#jGo2K({<4$Lb;>^xK@N5wK5fP#F z$K@PTkBfl}#b14(|5OJ}YRtK|+%blSM}#&T@p~@17o)w#ORceDv_=LX#n?e|dAO7| zUno!7jsyw1BgKsjG1lIExI*g5l8mIkjO{TdTzU_Ki-(F#if8JMw*|gcMQ~%zjt?M8 z@U>kPHR3xoB!(XnQ`yfDn>qId(@;)+i8ChA3~y?mtrs@e`=OawQ;YoZ1S;@o+#~*p zA!LQVs-}^RdnF3ZhA}FuH(JMhIPnIxLs2knELtYzllx5NvT1Vq@k9O1`0%s#8{m@) zQp8#1GyBg$8@(Ai8@grVx_n3$lgyv_4`MP8OWx>c%PdW*S3ZWUd2%g7${tXaYpo(azxah-c5`>ZY?NC3N-DO9J z&ezUCi5Q;uPGNy`!v0J;ibq`#vau#+lc9gecyMq{jHi$B;7oa_B_&l!#T=*eQ}8#_ zc5BI0CTT8(=fT?%K0TZa=4(D=%?Rw`; zKkqE=q!3dH%YBC(YW!RgjgXr$xG!JRA)bFBwr5 z>^=nQ@Z)T1MPUzZTLQz_rUZ)MDJ(jkCjjtFJ!(k1K;djx{^AB!Fn~pc8-E5)dWLj% z@#?l)OC8+YPh@F>LX#Ox~mMXk=Z(l5J7{FnnM+bicphxk_`;Rfl zPi2Va#=kb0BpgVVR}kLYvf0OvmT9`RKS`Wd%rAH`lN}}}2Vf*Dt~QeAeMYMjcyJKc zt9;?)IHh4p^QKq%zD#q+P7nU&?j2Kd+$Zbp=f>yyXn_M?5uoom<2@}eI0EW+3&&vW z;4qg*oCL*@f)?cKTn!Q1YMhbZ{VPG^gD#l)3B`bJ>F0Vk!Ck4>9P=jT* z9|Lu~q|k1C1FUPkVpYKA6n%U0$UXZ-FPAo@qvf$CvVBaq)x_;Uak$iMhl z+vxsfECYCG|2a~~(5g!Jlx=yqxKcjS2>wgyk_fPL3Lla%ICL)E@ zE?Cb&XFG+;iI#qE><(Fj(mnGHk(|vfk(6KbPkm&qDJzaU5DEo>v)ek0k>T8m?Ju%$ zG?!1op4+?tuKT{sWw@)|Q6#_bUI9zFmu$yrE!5*tF;e55_GA9mo^72*H0(G{(Z*pB ziXslW3#fbKb-#P${C0t-(Oy?EUa$&RVqHmw^!3X!MV!AK78Mzy1a7c$PD_1$h!+|c<$FprEe#mMs4n4s0jR>O?8HpemZ zC6!F4-NrB~kQ&o6GY_Upx%n=|eQasvAK_ zD!#K{xq>F7byY3a3jFDVgX6S~SWT;mM*<(fM~RSI?(>Vn(&D)+Vh zk%mfrwZ@MU*e%#nwaZa||M;17#KOYd_%w@d$u3~bK?LxLgPGce9m`L|jZG1M2ocOq z?ND;Aqb-!KlR~NcRyrbsMF1M(t5NJF4nG`NX--FgkXjKCok6(WB!39~pc}OS{y5i{ zyj@>xBRKx*ILcg#;eIbBjuGK<)MR)$5S5R^$jq90MtUVVcE#iUW8G9 zz`O$_5qX7AlY*U(?`cJUS$hNgAmG-8*F1Dh)yc3dqRVlmjsLQjK1iBxMhIRSO*`06 z5hdb0M-(X}Pc9BA+(q5PM{-92b>6?HMnH9bT0+-mxrqd~wzO<9$#4BW?2^rmPM@~% zgEetNnNcu7KC+`S?dt}uo2-(h5$+Y1O8;3~t)dmnrBItH6SaS__E>AyoB2P8x3j7RJoXU&2XLnYY&AvM?47 zk~WWy*9~SWZV;B)&o0xrJR(ei(L?`N72v;85&raf*Tq_+7yD0qS*1v?;V%ZuwuH~u zDNzg47cTPm6JTDPTL^?dH0rAh4_pz*=Mw4T9m<15U72J80m6K1}+3gU0?UB%R}SosI*LDy!&iMK^W~c~8)8-NPkD=wQ6A+Q)gEcNCl_0dBpD zjyCg2;}E-r``_x--qA1<4!I<7l6@d(6C>JIRTN=W06zTl+aIt{X_xb}j9+JHLzcAj z1TspZ@{XcDo{n3@mfxh18?ZtI^Bjx8?h#nTK9k;q(bs$4R5Vk0$_&Ei6q&CZr&@-- zXVx0=b$b#F?w5he?i{ZJ!e{VG#zLHw-Y<{U|9V=$|7AJ>b=yf~#iM9){rL)+1I@tq zY`w}N>K>l1ZGu^YFhG^Bp=I$>UEND7JKM2xghRG5xwxL4H#E3sSoJ?)#J`Dv`uEY* z|C4^=BN$SQApCBG@B@5;;56y`ub@{sMnaUA9M)Sdk9~&ZAPu7>(iLBXHJ9ef;Wj}yTj4V3d z;961>!tPIw?hP6wtMcr%nl#3|0Xp-^=En`(il8KxQXPFX==+}|R)wQATkoqjELADJ zB#gNbbLXA=U&9fUG`A=|Ge4C$yNi{Yzf*fL#OM`4wg z0CeUDPSCapfgZMM%R!mkmtNAzKtP^~d!KJTY<9VczHI(?}CRXoK-0aO$D z7h)s?V>uy5!W`|oHpwe*fDNd+OP;B|$7#9G()!L2BNTZ(M9$B>YE@~t-AjVwx8Yod zMJqRG3*vL*Sz3L-kej9HI$)rK8M#kyd4I)H)pPUV0NB=&6JT#OP_-<0GXme#B02DC z`Amd5H1kTt{Vdpr+8ifxM#HBCehIRScqwKLW#^OcL3+=&ZBCD;YL4oJVhL=uVqmkk zyuJv!@?VCkzup7jelQdOS0LkX8IAjFcYYd3Q}4ml-d2)BJ-Nhy+~>QT@Z1q_`hVDa z>!3E%}P`tQX@Zjzcg7nL~ z_F8+dckOqdIp>=*XXc#Qe*}^YFb~i3Q|)m1v4CN+ z8xBbvYS=6Do-WpOjUPWdz7D5I-g%qVIKSC^(bBsysUMVUUeIPS?!dN3L)9%>9DW&Z z7?geF@KgJ-wgb`DV0$6VMd&x6`wle5o-J~x$|*S@$ryL@bhssytO*md9`u8>=MM(lQ9FP=Q&O~OJqgH zfo3-vCJ94Lo6uNMfg{TmEH_D8>^=6*B4d)@Jr-nFqP+TK)JZuA|Ga7Fvzl;-HKd}WZ*m1Y}p@J zc?C+$lK64Gt+bJfJd~dw%R~Ds>d+{3`dP*md-%u;{)LszG6R*P{EXd1q{t&BnnrD) zUf$=sbw3$#U0SJ~8c9ppaFEyx@q7#Q=7o>Y@p>I2ZOLoN%z&44g~r~;o&$Is9lVR| zlVfEtj7W0LGFMGE(fC!shF0yE@#rz)*hjnZp)eC7?22>RbWqtp0o$|jy^@GJJZVU- z)PbyZyg*-G68pg&p`MS?Te>&;kloxHF|2NBX-9FUqcH=NgHF6kRdekGgitC0@HJ$l!ylHJzSYoS1Fq;+8$x!1tnC^`UC3&b(j!YL9Hp zq?Hk*$XO*&Sf;$ut#3<8Wzigq5vJ3P5z~h7@c!a<6mS*0bA6-@71g>|9rLEa9W1sR z6CPY0^klRxIHG0X%b*Om3bBMn8N_q{xyAfhM$=7c;#9e;=u>=NXQmGzY{lh8LZIJgVhURInu*g*hf=x|wlz|9$-5tx0tntdpbo1y zSgOL8F;YLBZv?{zK<|mtRjh~4d>(lyz{ab?3-?RQNL-z}oC#nR6c0o(%hE>EOTGA? zWIHzH7%lxb_hZSM65Cvw=c0JuDMD5}DP+Z@{qDWYt0;{vcl|)Br!0w+O^miMi3UgK zlxSR*^>2nZ)NM26GzR@=j91NQPRbI$zeyVyAe{+hg z0Op!ltBPL*Q}%>{E?{4Gd#?=di-gR>Xll{b2M#+X zDAPf`N#gDl{z=%#R-eVeW?ss$nyv?8D#1&Xvnj{x#r#H3b$yp(%Zjp*zE4TG?yhM_ z=n{{Gy1ya0X_z=v#JJt7izK5}VNXPl9R}L~Ut`;Zb*HH}ntGncv>hViN{vD+KX5yp zg7voJqaew>Iw zP?q-L=1-uk-IxJ^uI?H3)wh-5Fm!Hv>UtVdjB-(P#6Gv7BEvb3ar?pcgH6d*oetu0 zU+$yM?)Kk+C*e7R=zFtY3TGd`JwF)+dHJjqUSKuZJ{PJjnz-aSxn)?ElX=?pK?_n6 zhM1qa^y{AC)pS4Uba5a$KW2^T%^n$F<&KS!JnfV>ZoRDgbG`cuC)vOCI(OEnC^!aI ztTKrsqmv5draXRn)PDO~e#KKs@PlvY&X+Hv;G@~J=m@e<`@~eGQYJBh9v*>>!0TeN z>%}mxr$v#j3nTJ==wwarKv~BiMK8j)T;|j`q#E5$Tk2{i!Wki=Es_|)o|wjaBMzl; z*MRu1Akv1Xy1c&o$Kw^YnOvW_Qo|@-YU{G@QYqHmpY15|A2WY%_s~P+%b@37OWG!H z2=NwtGS|b&Bs$Ar5vpDvC1C<9{jZ&=se$CkU6%^9&GsiquiX_TTBTLYbJy3kBV{Fui$0ixKjC@Sif|m`eL#JMwY94#H`ynmR9?ZDWDlOI z1=@$P3>B%3r=`O{Q%3Tnyz&^tsu%jQNL!oqF6ECY(?br;IF-i>DF1DlxRtkcSFE<( z^pIrxZ}Gcehij~QvJsT#IzgClKeHoD{~eFunbo=*&apRInYcsY1z0gJ3E5JB*=Nm% zk4ViVJM9l`)Sn)nEqfA3lFGxH;9yAJYyK*hhqdWcRowwANAx6{N7bI)lV%u znGuK5g4&n_z5CoEls|6WEW)ho8grO6B6Wpbbd>baJmP~3XBIN`saPR(vqYZke)3`x zxTUV41i`Z^C(rs>4Lk&|u1YMz#%AS3po|yf4s5whb-nxBY7?+L2&jited~g2!BEMZ zm6@H>$o%cBF1{HkP?0zyw6N9rIQV#pi;MPNDD_4ZbLZKdyJKlw5VMiS8b!~~B6j-Y z4_>16bO@eGu0#n*l}tMhu?M<_yo_wd(J3X3Yz9s6`9X_gCwp`r=Nui4_NNhrV6RWY z1q9S%H3lv>UkhgKXZ*2PZN$$VvHf3&PQ3@%avA$|(`0-}Ur8PLWILwla4fhMchZ$- zE=HHCFZRr1%m@Quif254WE=Q+W~(%k1yThnN)z|b&(G}3Fh7(Lq0XazB1wu9@Y*Vm zXY*htxm! z11XOE9ECM2QDDP{QD6Saqi#z-KmSRW%R^3efI~XV$IsOFyK!oO;BOldTNkPR`3xCF zQsxxt`>~}(%!Mn=^R0uA4C336??&!61dbnDCo!z{37t?{y!vwYoJ!!uR)qF3^sDxo zq6!D&T9y0ut)#2Vlt1hEwRk3Dux8xLOWt2UQXgt_aDYza*Er9i^~30e zKgA^9%=LY@s~cJ6r+p61yqOZrOd+=R?xc)Sj)0A5?~)wPGY1F2*Vgn69FBTthNO$z|6hd zL}B`n0qO?v^kV0`LxosLHSoeW#qA_7TN1G({xmBYHrr9Tebg&+#as2{-m;c%xzM#! zm`4z=*0Adq+f$2V(c_`Ivc=}k3Y0}1%S1M_VY$LiA_7>|+~TpRSOL{x|d=|_H`HQWA4OPdnC|;p+j+%oLpFnWuV#n&)xx?lKT(Ni0OT+ltg$g z>XdoH(v8M&yC!l^&LI5vy`D45D>4fiO=FMN+AzYx6hpwS{S{b*m7YWT4KAw*Hz3-y zm%*N?3aJOrZ;0Z7>#;*NZ~FKSzu41V2?LDE@U02)G6Abu5N1*ii{VM@d@KVGYyNr+ z?Z~E*x&a2Jf%$Jl z-^3ehnZM@iMT}nM^RX}Xxs~`q?dnU$=-dT{X?X+iraRusFp{=*so0L^&sS3@Aoa|y zJbQZ|b|*?MG3|<7O`dF>L)Y!Y#mxe=FQZw7DVxWYz=-}6-dMB#Y`S*By2mN4H`X^6 z&lTn!E=l1@Px4>CX8VLpm`}JYJ)bwCUjxyyvw&)W0%`-S3+k&3t^_z>^neO4@`hJ>+&T zjCKvEI8?S!+7srR4L*8lDQ0pj*3(pM4`01`L7oYotYIPB6Pow(mn}*d%Mj&`n8;Y& zn-SuNO~7d8k~^O5>dwKUc9oJ%`I8aRSRksfy--2tIf`%6+dN z5s2BayL45;+f}V6;>?_apkHJPruv2!C)RKpPS0w@C{x@3n&_A~wfr)xLOcO?nU#xc zrwNjkiurkQKOgcNKzz+rSJjZFaY!CxAo>lCezyv#9+=Oiz0t_}Sbc#FadO;wO@SJ# z@$reI)y9}?6(^<#_9HLMD7TgTol?wnBk-IRQz@o)W{)|)lkr*QgdNHMLkNM(lv@KJ zHc)M<9V=aHY)*Lv3o*}##=b^t(ND~(w%CcZySo7OQ`331TegwnmA(F&R2o^P#$T2W zf{e9J$+{ypg4M^7ulDw6aCQ^zwu`+ys21%rK0`fNe{sE-%;)QSd;rb4acAeW9Y9$x z<29LR!j4oz*)kUv2+|bB3JkfQa-E0DT2g0}TvKlptxRp^w8*r7ELyfM)=Y@wS3qF; zM}vreT}l3Uec87HYbV|1D1+-Phg+tOeli~~%`vPL@LItxl<3Ia7MY5Wrcom6d4?lH zicfIA`4svLm3AoeNE_*A&>ANRwo!k2qW9}TZJqt9>5T!EDyL7>+4>5n_{2#&sQ*ft z90^X!59$P}%+HP&CM`Y9Q{?#*2b zYZR)`Z4gwjhjAPK>+7km$W$ieQssf z;If_S{mdZQ)2;v^O?2**gx4~ZV(VLIwa6oVjF*j# zcXl{3+H)Nb%>{MOf%hvb1#~oy7eME&FP|b)PD&AxH`%mmheM%k54M%lkD~|Keokl~ zX(wmx+`G0MRT6iTDApPMu9GBA)Y_C!e`2z#QYAY8L}u`zLfuGJK2l~lcHGKqFEx)t zAM+mIdB$yK2Jha#hapGvnOHVcU$+NxI(gSiq+%elbF0Hf30%~L2CYRx{^khPN=xHO z-ZgCq;bmP}v=T}ZD5P^_QRN5m;IF`_XJ)BBg?MnDThKJggq?BD$PnNjD5th~lw2#Q z$$|5>+{wfu-1U_bY7+8%S^1AbhW)Y1)TF(o|KoP}m&xewlM)eM(@Ui(TgpDY@|xyq z{|ZAH3jaDWf+jD55DZ>2K)IZ0f^P#$70Hx_XKis3{4lNae`Gu>{eGFWMBZ?bAPf?e zB=)ebh0%0%-gIdw>aTcPL8*{D6+=D+P>Wf9zMCSNS+pQ25Ui>^b&?zkY^_EjR ztl}g&Ld*7j{mwwoWn&;lulM0ULu>!Fobvzl&w_r>{O7Di?tcU#{}FurKbrx_&oA)r z8Gu5V9OeIA8G!$uY50Fn1|aqjR@#4O0RAo8@c;e{K*kPZ?!$wiRo%0Bi{4)Cm*1R! z2@vj7yM(2+XEKe5%Hzjb3FkwOyBu%dr?70rj_U*(8D0w=CPnh?M87bhBHFn~!oM|{ z?r58F2Dz7H)KiFk#*VT9w?|6J)uS%VU6z%|E~LhwyqEAk>m1I|Wb%E@O_DErncweh zWwK7PUy~m3$TrnABwUL@V@-M0odX{~% z-`-xi>#gIpEHX6?=gK$kyRG!mT?G}XWletOEBq&Ndrh1<3k4IWY5m~ewZiNuOA)E_ zbs6^UJ>j#QH}Y!N4qIm>RK%dwbX4#yeDP98#qKwN@(5JNgdP7I5NN$jfX0&i4e)D0 zjr<1Sj;Igc494LPTHv2E37zIKc2lWV=j19!uO3gTF~^KE$~>{|#7?y=GB) z02+QuaD^ceyBcwsu%rL`ApZMI{P#Wa|Inv{FKcO!vimJ65URJui3ilMbYT2mDmS0F z5x*67io0?Oy<`@?xbei`82mpT|6>>?NP&}<82fThoDE1A9P(!uE*LKK@CrpBqN4eB(xWE97gM5w^6*4Qkl8*Z|Xi@asAY4Aop z>)ZmsF2+Le*}d7t zVFDL@^?cz`)q=9ckNk+CLZi;ZfeUA3+K~ZX@Y?6a+rmu?;SSt-)zmjCeXab80#6A=%dhRIyFP zB*_Vll$7-Omcc}Ld&~0WNe>1z z4h4di4ub=EZ*WJw?5Qi2Lh0(}+UZWBApkGgT|`N~XFQVsD^GOI?Dig)p_|MvoYUMD zhIyS8k9IKz{OaMs3+F)6>Ca~p7d>TF-Bfs=rbJ~#<(F@4uG*Vvj<1W@OAocpDDH;% zUtrI|@|6y+mJ?t>d?gtmt?>iCgQs)gM0DWR%UFqq&weA_EnuQM5}kGg@(y=VL6_By z*goeLpz4>d-1aZp?Yo>=>M^aT8p+kyOC7Ewom=^#5YW!RZ$N_U`Qp(5$yLB-x_`UH znE<7a96B2qLIvUr7rWwD#MJ|K#WDRW*3Jhh`euSkc^pk=quQ9&ymWY{m)7d`A4zaK<6ytqpR6}@5cJqQLTlzH~0 zN`(CeaA}kbx?`3F-;+096O{U`)sA!Gq4TRDiT zDY^ZcYu$3(HrRXb{GFtUbkxwtupgVFU*RnfkrbIEmPQUW!-cFB69O9&pq*V&$CyxC z0I9Qo-W?-)-#rDb*CLwX#>HJlV9X&CC->iY{{~!f$iSOt;jPaE4bP}`Iy3n&3K@rI z3kx>t)tG$OwfeSmfH#4{6;QQ0?6%j(AaEZ4ms)oP@kv&=IFZe7fUQ~Bpkm=Tk|o@k zTc`YkHyL`LsOw{SRaT9){Fz^r_mTai=u}%$75z3M$U;X*GOM9|w7Iu-90J+>U?g+= zpe&KtI#C|*!F@H3$3!?9(6?kq4b-ny&SlNiD)qW6*~+>>ZvXS=&es7ik5IR(#_{iY z5wVTOE++zw0{RyfGj5`{Ij)RW-4K|+$>h3IT3(HK&XG!IBu(G@W-h^HnZ{q*7SJ>oYfhOlpEN#lgO97nIZh=+~{_EYzKv6qYtG?P?~ z*p_{Cd((Tb9F_f|1&LMr9A~733U*H?&PYTG2N#!W^PL=!mSZEKHT9txF{k)VFL#Fc zidG1o1KlYZnro_?t$u`l)_eda_l{9=qk4S(q?uID9!f8NMk+J#OI&xXY~)5|6u#4q z$(K#B@uC&!KF09eUx}5QUkwH!ST4lFX>v)&;|if*6HWf#0Ob7^b4$LChWK5~9=%&a z5(%Dzxux4s_hS_v+F!nNfcqZg8;cMR@3o5NQA`T4`Q!Grp|`SpF_UUy`EZ@{CAq>} z+wcI)fG9dO?5L%n8Y!=+$6tNCg_;u#3i}#Nr*5p!&6=b`R$F9E^w}$PUPcfnk#ClA zy$O3+wtZG)$DnaQp}ns%L9|Ygx!mZ*$Bs|-Nr zqXUaZ;?oO9B{m!1My3 zv2%hr^Q+O*tSOtl8q6y#CDIlM^_Bd%JWEhx!%eL2p2LK(L)|eGrtW24s|V=49VN^3ai z83d7`n+5cq2tVmj9Z)9Y9p zn7p-->@)p!OL>X0TBiLGaWj;%;S#;SC(@#T78lC(Fq0?D@Ghi|J%c_z>Pm4~3fbE| zwPw7sLvp3=%@VAAjST#MiDrKZh`cbV54H2f;M&Y@YyUIzK#juzg403o$Q1 zx6}=CpL+`W^eMF^V~}Q-s&0pC;SG`%Nk?)A3V_d#Iz1oKBz}+s%58b z@v;Ws{^!4D?6G1J?oV+zv9eYEGQ(0IJ5oX^qK{fULKY8o@`f^0+EX*@nLpz^A$!tc zvy-hCm30=7@DvG|@ddVwt`nj#zE%CMK*Ak2atqI-?Ki)uFkX2r;*{kZ55=SB=}Bmc zo2Ike(>Rh}Xey~)pz_~ZaUqqkmSbgKsowx&hwBn>Eha+Nvt^FB-&YG$N?njt=o8SI zkr?dSr}K8{$HRZ{7;o>q5dCUG>ihQ4bqA@WFXCJwJTHeNSqX6F^n0*nVyPp7G&LL?k3(GNzG@6DZj`LYh~f1B;*cv;0?a`_AfpRusGOyVh9bgo!BoB9=ZdMat##TKEu}M?`mRY0-_l+g3$9k|0``H*@T`?Km2*4#F8_Wy z$LY-%Q9S4=3zMKI7D6%&_xCB{S}u6qlmcU-M!8A_L*O|Bv;CkIPrJwnvj|tQ%L8Kq zj~_Oi@~ejWwJ&@tLD~Co=ZhFvZ-AN|(LM~PfM_TQRx=#0c{Uj|<#`+%R;>O%&Am6Llu!ZmHzTO89lQL183jgG-X>AYEk1?rvvx$kjek`%yNJMrOfkAQa`V3nzo-3n*MAsptVS4SIO+ zoutdDd2{)0Y#cs|#PAk}G$HU2mE1M&$xr|=WLXOLS~CNR0E;)eGgc>>qc*G8i2}Qetj)%d2cYIdI1qcX+Z83<{g2a`mTp! z>G1IQH1Ar3v|WPd+AubQ+M2&(;&Cb6OdcxENHZi(ZN4ii5=mZoHez~s`xOY5x&0Vn zzIe6k#drcqWr8y2t*I+JdpKykgZ#j>WB-%`qRD5Z-7OD0sbQ&uH7gAkF8=pC`mig?+p-louuO>6N%&NA9 z>x62cKTg1T-^=t2s^_Njw)BoVr{sa5O!nc$&*%I}B(PhGk!)C~zMgp;@trrTaaMP- z4(r6JK*O_n7)SDUW3I2%p+m^oi&F@T$r$v25&!9e5H<9qvBF6ovK z6iDJd@m*PSzV!nZzXIctI|Vs zhyGvXuK##VQwf`=UKyT>^Zj_FwFf!%=Fi}nEsT&CjjbiE^fWv_g9?n+45%nH8l=6P z{T8e2ILgDaQiVOP(-ip22Fb(>?=dmIwNNjPuQ;Q}l*IuhzKq9xs*&#DA?*pbTl*5C zlNp{a;os8D8~C{3CM6UE?MaA$&t^f~s)Q5KSj{%g@cMD~%yl$UexH0TW47fK3a**w zXETv&D6jhs&~YMt>nHZe^KsFV#FMRypgZ6J*SzcaHv%l6;FU0R6a^$0Oj=Y8-k5GH zw%rxSLxt@d6jcLzQgyXy>F)KgCeyNHDV#QeWU8iIXIN_QK zGp34YWr-AMQWk;y)c4oDBia*}r~Ky)Hhx^jct`p>l4*u@O2P=K!lKU3Hhx;R#kGCE z-++uy2EM9OkT1idyYPGu$n57)>f3#ljnw1cfIYjneX2=&-0(#>{iO2k+0N>mn0}z1 zW)WLrr~njtNjhGfS}At5bPmZeSiFhcMNsHF)z}-s9!ktm&7(b_me3?PsRMrzlI^vv zv(cK~9jdn6I8SIHupLQ8m>;69qQ|CVs;|8H0NHGD6dZiO`^W=?OkXu$&4E9%-sehekfKX#fv8gP0($umHdL_kzx`B-#IVOb|LOJiDRymsoz z{M*Xe-uQR(qz^uTn3r$4woc|y5^gz96USIbX&x7g+){vW&$)NEJ%XO+xs90I;8__D``-_gS%y)7pBVk|T(O(QK_3X)_NGAfS6PiJjNHG6=%GTHb5#d4RyGR@l zK_W?Bmo7@ur|-l@Dp}Tl11Nwn{rwjAsizV%ISIKz_}7KSPGj|A*1mXU^H%ydDX`e) z0p1ew;f=Kq-K5x4sTf93$8uK;EYSo+EC%+TH%w!4mzkjH{M3zgL4ydz@X+Uirs{*c zo&ar*YX)OV3^fRW-JGeT7H_2=ncOyIUFr-W>vyyrt!bzGoVPvegp_J5htUKoN9@ss zMr@G8?7L&N3OO)F^3)k99tsoVN}C^jRSDX>-!xhlDJwXiJ`?p+P`~(z$LKmq=(W7% z@-$@OjQ%4Ju?d^YSZXVVOw7o|Bva!JU0q<%*p(B_kJ{C_EVN^N z#|Yw0nY;rJ|7Oc!$`?lz;E?Q0MY@D{ti<2KqiU8x#BSE?qIyMQr{5&a7Bp?VnU|hL zI|E0>@i5-XAWWRPk;Wz28pvwsVVA2AT-pjr`-~A0PcA2X|6B-zvu@QH*GNF5wHEXl zH$YRSZT*{Fk$P`mavX~W40Wl1x1Y>Ux6;UCAIL6#Jw;QVowa;ByHa^-HEi?z{Trv? z$mUbKc_rWbQyTE>zI$pT(teMwI6aH4&y1uL;eHF=EL|!WNkZsDkiwNRbB`%2*T3`U1_@~rwFv&x@fz{dZIe!==flL)UmPmbDF`P%TS`YEw?=mudr z6`dU3?TZ2L47Ex2Qrpv##zF@wk{T{p#dcA(7O$gY7z-V^qohw6j{u_WI;`zy+|o@;N9BQ zC>(yU6JKyh4TO*GlRnEG>hQyPQo$kHl|$%z6b0m(akNGY16w<>rq-ZD^6SE+SX+r| z@ydS!upButvAY*Ge`i(x|BZA1I931nemoRzOwcr5mOF7;mx`2@BpL=UP(PJoIyl|I z04NHFiS2NpO4{J2^Cn$a#Ly@+Ao5;Ht_%fwoL zyhG2nLilwj3Vg(uElrH;W`b5gi_vs5jQOSB=r-c@vPfa0t&Hyne3U6mmACf38C2*{DC}tK?&8 z?*4Rvt&yZpV?t6iHnRZk(T#4d5HCjrc3e%Gs~S=Rh+njJ6K^}7JFZ0}2p^=S8Tmj_ z6rxevGtyep+S;`l=<6tjhkST;l5Pfdddm*quj?dCMjKxm-SJg&B66Qxw|7x52B(Qk)I&H`U&`U7iiaaWQ?l>bu84oag0FO@9mCZ7!+y54*;)PE!6$YnCgbR^ zD|}^P<-Au)`t}(5sA2Y&Y$GZgICt6t*t~r?!n#sDyk3>LWs1id${9P0z4LRxo$uHV zK02!$KPxw)L^>B0d{6EITHyPtNF2Hh5l4TxTlEg_s$7uqg!qVb&`6X=YfaqVa>^%z zXgxEL-zulxNUD2*yrL24RddgpXc=B@iHG`PEXK^oBBBxQAGRKuUq3q6`wEt*&P}Lj zI)%-5yxv%BxTBvw1v@6CcNcMXCiJ@Fwx-x`?J{Hq&wX>^9+)mdTv?=M(R*#`K30Z5|q4-shE@`XuH-uX^SL=cbq3 zkWI~1LtI2GNTR~Vtr8=>j-uXp$IQ)DFv@SasBEC!y7xs!=W`iN#+zX$6h?w_S9_R_ z|A;{~oKbCHHO-^ELf__*=jBeC>`;NTiO#Si!=Z-0GGH;Xl2Kqf($N8$6gTBMoNe zC+&%0Sse&kf+B0G$v!6{m!7k&?oH>mXbb{3y-y?}j7b|OUe%7DqWVV-Sm-J^)W2=e zZUWQT+n0-xITb9jm#2I|rlHv?aoE1P{V{j0KZ z4dZRny}C`fi0|3#o*BeTXf1%F&qNW)DU)gG^RuFByEISvx!(w0dV?Z;l6I$-S-K|k zj_#IM3%e3ltMXupZip$MKZ~Gm9%&y^Kyp!I?@xAr)IF15`&G#xg(Zx3l=kBxvc^{= zmn#h8EY1bs4u!g0b|p=`qKdRR7%TgxmIv+c!4!<^!<~O;*8UgfUjS4XgIE687NqJy8*xB3xQY$BJ$`Tfnama~onRE=KlWKuca{a`Bj~Vk$KeculocM8;#M zC~u3p#rxM(C~MHNANTs0T=n>;#JiZCB?A#}-_XSo7<;>yRkgR^UB6r&Fn**VJ-i2T zSejq!PoejCtuc;%_J#uT_feD_{8zO0x;XQ1K#$N7!HrkTaard76qQZf;j4D^{+4`n zIjS8Cy%m-l8%q`irfgz?K}At5%Y6{b_qB~MQ z8Y*7oc++n73k?r&=#Ba?dII<(ZzmRJwpg^)sO+L21E*^cjpO@Md zYFe04l#vaPvxzNDh+ zI~7VI+0w=ihBvp0kS$M1b-Gd$*R^_-A<;|v>*ktq{CZdovBOINECSk@N~Wr*SLz*8 z8WjB6U}QGI~9Y3$kg(M6J#qB+aP$ z)WId?iHX?lFl^=h5npK@X{v$wojYCqTsvE-=MHxl=4>cQDjMJ*ZZG2STCQ|1sy^Zs z2~t}_&)(Gq+2)0HIxE;?+(3lv5-7t@0>2La>3eO}So7lH#@Dc~1#^^J)5lyZES`*n z+fR~PN#|b-*vKE@w7FQHt6h?~U#PJ&rrdv*dF5@nP>!+n&9aA|hYRw{KU<9*>cud| zkzU`PG);_3VI{`N;O5RvZN5lWPd8Q1m~0xPTj;-XS^6gad}6m?vYOQXz%uYUo^9M% zFEZqAAa>LZaB`=s#bTa8iMIV>n8Cl7LX+yCCp!5yrzx?8XP`cj-RXNhT-kI{D!Dm|Ph52H{iq@|wfZSc!OC#m-*K{D-AyPa}M zm6NiA<*aDeMXJrp1zlObnt|#}rTO%0`MX~$(C90jZ`bswT$1*oM~j~Nc9a*!(F&PT z&$Dw1Qy&sX9i-H?_UzoMI9%~c-9Rw^i)@5NeYJr8+D7uZ_E6*Qk7vhqyWL_;*dxt< z)fVWa`RX3|Cr|}mOXYDjURlPBI9b0|>L6I@nsb@r+rlUiwrPF?TtUo$xPP8v|9D=x zf40Xkx@s_Q!(XB7Ieq*Y$bpoBI^}vQ?5_`m8S>M}Qnl9I9F*~x2nj9>j+)O8>ZQdk zns{Gu!!t~OY%6OUkSc>&D$Y`ce|?Gl`kM5vORAffz|TGXbv3{I0a|$n+|ZA6E>(>8 zWMMVl173A=EN$8eq$1OGeJO^RTEE7G`2w(dhp)?wN!Jtt{||(E7(--r7`n^H;7c-C zCbGNYMG3D4W}5(B5A`u$i2V_h>{I z4F)tD9f^aTN`bJXq{#aIh~lQVOpE}F=5L1wVb#%34ve^0MT;(S%$ZjfacUgJ`B0WF z9z_FwKdMD6L>3mLU_i=zmG@K%Q}hs(d&Z6(WqN%1Xi$6LyVbHN>{joLu4tse%WxT5 z-*BSPVd08R;8w$N7M3r6mdXUpIN#*AYDQO884ut2}j8foetpa?|)c1a>Fb zO~OQfukZik?ybY3-1og<6cK6Z1|>vk=>|nwx}*k?2I+338)-pc=#Utt8|jv=A%|{e z$RT}h*V=o(Ywfene)f5u^Sf{<8}a3Gzk2U;$wg;*ZnnZeeK5nj z+Z23}IC)d9=Y+9oI^^8-u_xu}=U7T=F7&GWOwK9B3vK3{x$->eG!b2`p#p#m6Nh5Y zIpt3jN#6YOtu)_8%QG9LS*9qes8jVFJga(ZJDfZWv?^;NxpP%%l!6_8ag*_ba@T{S zcR+gOujrxSvAo*5H%!+wsT&V=o$Z!^LC}yOKfb*=hH}i<8hP3PK{65TBqZgsOBgb) z%qoR|^_Ki4!`L7}U|lN%f#8MMVT(1oN)uSEIr->JlC87HN!TwlGoWEO2wL5pu`=K# zJAac5PmC8qeB`2}nc0N4w72L*D_&%Lf++>SwTO8F+S^G)+-W^DPi>?M@dsooN5TjYFBNNCFV#le>NQ+W87 zNacG@-IXs9;tMX!z9CKTlxIu66UZNIe<6AI<|j%%E-+?n1WoGzGFm5xIF>fW*4&ZS z3@*{@k3N3>grc0)w<|%T`V$3v2>ui0)?){Z1eEq>rbV;2;=LJ>tFU1_q@Pwx!wBz; zDZ%zRfgNX(dMGstd5-`($|)qESf8Q@$NYr=|h-Ic-Cl8!NorADEZ@v z0IUzOnhQOi2T!x`SZ*?TZSEQdL0NTQPsNFr)#=Sle5rE6YteV@+hqDi+;{!dofi*^ z)!h&p)bH2MzsBH(hxc5;p@&(9T9PWJXR*-^{~8~T+gjXwvk?+E-|NIQoA0hAnV!)f zgzMuuZ4I2?Hi%-JP-*1-qpuZ8uT%=|h~=F!%^ypUi~r6?qCMU?{W~c7->n|ab}uz3 z7Gs?X7dHD-9qL@vC-6^rSKL~$y`|8WlI*bgITJo`^?!MOfG7T=`7+{!Q!vAuz@g9# zEd44gzrOog2p)P(cg9T_PGY?qfE@*Pk=V*fjvc}E#zx!ESJx98t@ z_t)H^0`l=^Py<_YHFgEbKJRBvyoKQ>#bs~8rP?3$*!SG?d2XmOo$1a2YoZ{&v?4vH zJ2((~r>R&JO6@b;O1$M<*zu$`9kf>rBlb9J*Sw-i8&<6aYqaJ6tCX2WD%B`tZ~@dD-6mQABSyd z(@wWX8KkVB#!P25NeAfWizC*mVcv}no)PA*f_q?Rp3 z!GlQXfVQ3T(T9tbrob!elLrTY4uFMiBEhZI!&%z#ZO|DWXWQyiIY}KCMVlKBasfFW zjnV4xQ%iQ;o9lt04LJr;!zYb~q2t4LtBQEs;)Db|7% zRO2Ud==Ic%4j?c*6NAlLr||W3&Q@<1zl}kbji@L~j?Nb`7 zmZ==>a2Bn@rkq<;RL-d2&XA^FO|Q1+gR(aLW04v0qoia>;c0VnfA4erE~?Kc`tUdB zyhrt}dg`=Kvi4Hclbuw>Vse@cVcIbq1(Pdd)szLz0jqT6I_DK)LL>)x8!S*3R#(gd zOh`qM0DxaX^PuesFGQCKWIHqC5=6~*sKV>Hck8m76uA!aJu)>@&YTS3io18>Z>RWr4Ol+-k)YVPl>_s%wr{at1bbGHbdCq4JOp@=E$$RaQqr=nd82pOc`|B(=5rsmeO>*W++vyFj-(r zc~gRVow(Osyay^1XPgs9WV|*DsjP&Y>Or zvps#4H?f8g&x71J(`bVS%pH%WQ&Y?)oX~j{_8L9QZ=<$5jm$&W9d~cu0BJo$W#b>c z(|@K#v4Fu{P;5duY-l12>wC?_z>hE1oC{*fk?tSw7vEP#4FPUQru#Yn8>?ZE%sKba zwdo2DXu3-%iUgW8sFLT;Ouu|5qBEh3VoO>aI-QOUFqwE|R@hsOfi!u(rIA%iRtM*?GACGy#gR9h~hZ8(8GBMh9pREYSXyW31BZmy{qZlmg za7Ox!F@H4|eOV-GeHi_q-C2*eqGn4ZamGjbK1*Tr*O5XYb-l(M`=P2)-+FMEo4FF) z4B~-pF)m{}Cr94xKD=wdtKC`^a{I$tFOT2_7m>5*1Nt;%grjPj<0Q4^>^w5axsM@U zkl|FUdeNJt&J=O**{<>2wku35Tlpu-mqtb9<^2e`nQG6ZYxEq(KHs5YCiF9fQzA5HFupxRCe#=xUh8{!4A~g zL)thAlk<%JehVWaieJS##a^*_AC{CG?tdX4IMuQYAwe8=G{4$8CxtR7xY*fmNQXY+ zdG8@Gta@EC35)8^#I0IY-DZQ_nh#9{#*ZMDf`?rS+#3}qBDm(HxDK>deGddK%>^M9 zZM_h%vmp+9WU;QHd%H!|?wfQWy>APwozBb7`sWa<5pS7%>!SVqMVaS@O&R2VsM?*A zEwyUA#U**A(76FsRsAo6Gr-(^U2#yE41fx`y{MaDctKxIB5)ji;E8v<4WbqAq$L<| z+bqv{*VY@2?~2!P?Ex`Bf^&w;kXjb+r+o(5D|7t($nW{sE3X=g$YMKk$(F|BVsf@! zm+ZRx;e?h*t0k%@UGAC~X;uwq`%)plBEbqD=X3H;D{T@vq=%(x4V88GSO#ygEckVO zf){hWC|}v}g~ffq`R3F|b8%fV&hmY*c&soY-Qrq&5}1v?;ae>NV1Vr^zjly+d$UG! z$P_@@z+x%zxOK+0_p^*R9zA(BetTa~JjS~6%ekA1PP=JCn!vkWgCkDWc=xpt^axu2 z%itpXZE<`N8JqV4_`-+Z&jgA6q>*SaBm`|K+(lHcGd{5HNwy$>D%i?z;<$uq(pCuldnl%hTn#sPuwJxGk zrttGa322QII0t0)r-Ch2iYdM>SUo8(_0C{y8XYu>Cy!Tg_?nH*yAMY97Iw+oPT{ZJ z8X0icHhImdNt!LT$#epdu%P3@z?Ri_ewWM3=0$dW^rl~|OD6eh*GWKq-3{3En&?$> z0LoVBjU!ZHh~3@DvAiS7?d;n6Wki4V)2Tvcwb_D}qiiOOXY8Tz#E)x|EJRIyw$6h`gw)z4kVk?hajRsshV^>eh`Y$qRdpA=ii?zzHICz&fJl|YfLCCtr zAQQm0eOWp1mwWBTwZlr72wOf|M`4Bo%li=4RVS~^@7i)89mIfAUFLvNYdHCGt(lI) z^__1a*WKb2`vVr^knmukR;=4r0yAjz=nCoLv*yp5jhSz<>EsOh(dgrQvUeA2)bg7)6Qqp8pJ}VH28SR2nmk&c*9t-ghezq7jv*VTQy@Qg;C2UTc zWc+EFG1PZ_b`CTLwpO4GO(gQknXB(b0}^}ePDf>@T?6y>E<231Q63Qjkkf zaY%ebQ(l?1n-~daTJok^*3<7OcK~%uMEAOZl56#Nxw+Il;?)oIVpLv)dDQ+vHIBT2 z)~3tAJZ#;OOVTg&wf5Zm?1>VT7t0ZdRswI9CcO*B5z`=OuOnUJ{`2Dznjr0Q_zz)lKFdPOF2pYgly&{?;L_89c=Yr%{^8bSp&B2eL zNq3QK9H#I}yS1J{s_`I;Y=Cx9+Y+RS7?-L0tQe|W6J4N3Hvc+uf(hMi#5nD+e_O32 zB8cVvPZTk5IH8U7)(Tt8BlqORZF8Gf{oDyuU-&prPKghE38#z^_k(SUIvcUGLSNtX zpks?aH^kSUp9lQ_X}h^@mCS9iEdJ6J(mhm6GpYWW4((EWGKYu zs40j~^kT7`KH$t(tu=EJd)iVr;Vo69Z}83X^{pgCoj*UZOFS2#oUl}$#U+Pq6MzXPpJ55wo~LRgVtVoOyh z3%OK#E9!y2qw=<)(sYmc8|F9ieQL91jnqVIYt@(~jKS#%7 z+XLU+e}>k)J>F!TpPj~v!BJ(IymME$=1wo|%gOq}YaEKM3AZIe5$$64v}K^hS`q%5 zuiwl6&JXd0SB-PmXjy_i#LBLOxLz+^b9~O5+m{y`GyBg$oKmgL= zawH=^K~R0``%&RNdnudgOe7&}29Qa)Rxg7ZbS6^_bdPS2NUrzXQ5~S7B9IeB*|8oe z`gNsH6aO-?)$jSMaq@p`{Qh$z_}@InmFW@_850q8I@1}f<$r6M<8M+}uwsvXoDUz4 z=J6vEN&Xlb154akgh?9!%Gh*Gga(#i{RzdXLy>v8RyR;JfAHYIiUBM1;J9U+%%J&b z@{A*Ni&b>od#V`#7KVyfyNLzV!u>+a4!Q<)6~7Fn2S)k(gvxIL@|Dsq=IT0qt?JJ4 zzjQ1={BaI}_G_4~IblO^+rBaO{=%tyluwlG?c|qd1>+5<8w+~hg{BgGw`o!s`#0C> zY9j3&4r4;68X>`ASS{nH^d&p+&#oHJ?y;TM@AQlp%AZECKs(K6qNGTrKg6$=Z@5vLT&YirfW#M?BxThCliItk}t%OBpq)G|Uml zIxK|lcB;Yi)D6uh&Me|-xzV3a^G`AW+D3n-giYL;`D0O|o$5Q9LgETc6L`V3Z4BES zDMSw4>)iALSP5HrPn!AamLdTu+Alx?^Zr`XGnqm^4AtOyPvR`)8?TTaqC4v#qMOuf zAs$MZ=~HU8Rn_=M$2{C&tJ3s2QG_4H8Pe9k%LS1+-k`7Wp~b?IKI2l|0ny+=?y!y8 z_(wWPbsgBw0>sd*<7>+io<=Wfp(P0fO=cW3)UYwhJQmfO3V&|*l(%wu_^x~PwWQms z9pxf)0hz-h$96LCREcfh?f#CBlEYGfC&C}Y7t?SDDjwdXzD(_;`dQP4s7o|sZ!N{0 zQRU^gzN>oL)IAi45rhXRxg2fSaV|8~x{B4yA);C)8|?_kmLULOQ75OO%>e#4RzUE;JqxTR#NjGG8|Ax z*DUZcmr@xyU}zeB&u;b;MUMx+_u4o<3%scfxTKPjtXxtC6KN{Gyq#96w*I`m8i2NQ z#D|6yZI&~sXnK$C?$7c>RO9@dtPm;wox&}Y-FJFJ&dvQkiJZjU z=Svp1)g?ft|6-Eeci6c21w)U2da+%BL)udL&Zj0*AwTWnCn@H0$KNoY+XBlpVwv^# z%J%CnWRiHC{#NAMvbKwUj^^sXV> zmYeXDp7ThZ0JHau0r8nVWrb{^sxgk9X(>8n+OUYX+K|s%q%L!*J58>Jt$qW)j(W1; zHvN|PB*XOcTlx=Qa?zb9doY|H{i_(+RPm$zkNbJk`D#l{!(j)GZdWM>WFdgZe%5$s zk?gI%r@sgNSTiOt5Ti!s47arqP4F(f;(lS3ieG$@_s;%{XrDk99tGU3bBSh~hW6Wd zwQ@*W^#H3 zueh9qmeN}>wlfo}aXLY9>_qvY)$=y$Aj=lh==zJ9<9P85S20?|aM;OVM1s3y_Y~hY zNzS-p&f=VXg>>p;+MBZ6WBQmES$J=X?AVPet1@@iJMCXaGsJi@7xgj0iFrLX_tBl$ z3fmw=1GandKA)awk7j7x1_6>=&S27OS!7hLF64vpSd|@K=OJ}zT9BC>2WGl?R51DK zwRJgCa(+bvo^Bt0&6NUn04* zGrZqSRDXksKb(8wuiLS=mvg)y7n_30Rtcd=+N$}90>~+dw~HsC$o-v4^MCM)j)g$| z?to0wXsSxrvwF~o#o6E661u&s-xGREIL~y}ZrX)b^OE3A9I_8b85-k)|Z$sp8j9EYr$WG+feHX?ywPqBnl z%`ws?zPU*{4k z;DoD})HIwO3++5vHSxa2cu7uH0(l&&V!hppzBp8bG*)b=2gp+z^`gVCZ$+&KPQXFX zpp?j)GPirKS?fU}m3T^?+7-HO#Q9Y!64`X&FX>{w+p~-fBWAo`8DT2zyU-=-&ZkxI zisM^cnzU0(s@4RkU*ld!#CCf|r6~uWvg|sfW(Or6hKQgd&05Tp7A-S%7V?sQ7|gGI z6FcooTxX$5-(-=pELc}6WDlLthUSr6@^`_LmAc1jPH|9d9Gt!X z*54hYsbZdWw;?uYn#%yRLvgQsqx*8Q50t}4W#VZ+IlP-mFy(CBU7OZ#sX`n7Cc&`| z=uPfwS0@`iUACUcS1n|tu&X_-Ph49|kguZ{!45J`z7Don8l0NqC!{;DST#qT@K^Ny=HbM)KR>OlG^Wg*;$|zybgBI< zaowS(9?*%N^Lf3aoMOB~&7}Elvdnk1U_r_W@8xLv^3~+!#T?A^rYj|yHRr=8Dd*Sf zkG49f9rhzGpL`vJ)2f#BW{hh~2GxI5)u?8ZA9x)&G{K%-6IrlL#m22Ld2*vkelpj~ zuIYJUiz`;$v9~!eY;JplSq~I^8rTR(R0~y;(3f4UkA1w2-Nk%e^QtM?J^3C}DFvXN z^Ki>Ty*{1;d(Jwn17)krqU9K?r*9*uE>v^O%O~%)1Y&`Q@m{FeH|jD0guuMd^$HzO z`!Qz)78FTJ_W;5juiNT;DdOcHzws1)bq{_wygn8uzUBy3pD+QqI9;Cy=kmhG9Z5uG zPloe7O^L@tx~AF(G9xRAa`Njt+$q14v{2UZrx5y-|3snG?B9QLJPicp`B5opdVF<4 zaZAmG06B|*KXXJ&zWzBxbebFeaSPEW?LNc?xi`YP3kxj0m!eZ1KJNK}`1-c#a-|Wv z+2pnoNqgU2_sU@MUbLN6{n2Xo<~w^L^Qd?!6z_#qAcd7KDY_Q5F@v7VPx7#-GETA; z)V}Zf`Zj45tZytnT{&`^ddq%oIO4KEuiOyW-a?_1YR9A)vSF^mnRP~{eu6G4rJm5W zgfF5@C6wRVuE@1B=7M)Gr9yg)NF?g8ts5_^yaVz8D?Aq+8OQvwqxMS&=I5>HY8dd~3w zQaOg})#-~j(j-@19nD7>j`ICu6z8>+?udwJzPsmS)@Z3wRdl@(*?LQ1ahWHJd06T8 z6%+pe6kxZNLhOOoD*mscg18z>)^4w`s@`DaM+iSnR*ZG$sa0v2q+LJLcy$$rI-M|aHJuGS^Gt;5!~o0N z%~(}cOJ)cpHgUjfNW6pRyq=7qOQv!n1rngSu@>)uCUwV_>4IkKb?~Pj`B5bF0~i`S znrnf&2^TpRHk_5E=Lq|J0BOVyBR}B2(X-Ox@Mg3ouC#{ z@9q_ExHAUIRa@(&l+V4{v`=}yThafqbF6X5C@3jO}9{FZFbY+V)QMNQNg z!5x`qR}et;Dck{xPKvM;S=i-RYe61Y9UG$&wjA`u%tVLq|ql!mS;aAf(YMMw6VKgH6%BE1$3T8n7{l&U?ybco(K==fq2Bl37mf5+nMd;SzJTiM9 zYx;c?0ddP|W_@B4-Yz*i=IILxlE>7o>{&r_pcTbXvgy962Ia`QiFqA=6ui{VMH)&} zz&AeCxMDhF4AVRQSm-NbY5eqlKfkU%?p**Q>%jtm!Qrb%HogTAN+-MFWdOBQSN|FP ztl#BnNy(>;IETh~y}j1{m8wUc!Ne)BecNHf@%VG)1aF%*^^V7YiAb6JQ6a`lC2lQ? zai{iMK5wO#QC`=PD*oq+6fF9$1s>HtmMNq{=;H*LP`#G7NJSzRv! zJSkGn0!KJlMSNU}K4p|1jxxyIUAwP|DYJz)GW~hRvR1dOUuUL`p>oibIrxW@VX>)> z+1&y|T#JHq7hfNjBR_`@!M@j54L??d8)a=D3r1+*7S2RPWLA0$n?P*?3uk5LG8Y%< znI?koR+Svh=H*Se3V#H~L63el1^#__)E$udm9!;)Lr=Q_2#1d((*i0S67H1p%6^bj z2#(`v`WPjOCh^X(U1XC7EcW5N_mhS(7Z%y&>PaI@m^r46rV2KvD9U!)^hEW7cu#8; zX<$!KKBLPf*A}Rbf2%0}=VUtthiNU2c3ViAD{6Y65AevC zN}k=r>mh@r+h!$C!Im2$WX&Z*qNnfSLtDNTF;>+koe$U%*4;jlQ1lWsvxjp!&wC_H z*AzGv4i#_EqIrwEnV&W59x(-*OGOa-VzE2Ei5(!`nJ`9;U_O zN>j{?EbK8ad`b5~5Vc+`@0>RqByAM&rs>s}E*)-JnWQ)QUo4Y#tBY$UY;x*?jw_^k zOZN%eJ!!(9e^wmN4lxEV-bp6k!zkNfN#p$@jhmKGx$T2)3b+oc3e{w?`~I-AX}Zlc zOydR@SP|*hNOA!EL;qh}*?)oP9N@kY0YnB4jg~QALaSrTN)dv7<5~~(M|rleHvxF) z_l_kf*$~2Q9i6V1*q*0((7dBC0y5>)t9FN~xbK2x3#6Sw()GN1x=Pu=7L-_kl^EV; zkxqd5bqDta7&zbdtt4@FrG*}OyAMP zhjs8lKlA!&wJodUuixhAg6A1nMyS>m3Y zw*T>-IC>SUxU}hc@w{$4Q_Ov48RM90=j9#67cQ>o*$Uc-*3grZ?&_uq6{S{>homff z_5x+mOd1uF`)EHtJ5hHsMfWqBGv}T_1MAH{44_!Tkl>ZnCc(Te>M&Z{M%JRuI5O1a zbCDsp97vL04aW~We7KOUD~Uuh<$7Gt1SF4~PwJeR_(Oo(O(YrW=Qd3|VuM<3cH zbfRr&sR%m$@k42I9`72xfMrnxZG{#o=PgdWTBML@OtjOC8nZgHM%&%u7OLEowyf7> zX@8s$%PKwB%6y3ms|{U;pNFgl>_*n74>4~(mg}MQM@2w#Rw&%vMamOwT zOUJ-%v4izCDdseP7EckPquoL=#bpb6x&{h1 zMt1blz=Uy8W4RLlFzs~duDgx*^BgR-6}@oE!L%16-}XdCo)tx_KL{TiVnlY_=r$FD&dfCoCVzD`%N_nP5HWWTeEn_8S#Lr3O*rHD z0o^kp!S5_F9{amst5FEsO@2XR=<;pF`!r4LcXH6@y+L(&KT%>f{6%WUVIWAkjJdeK z7^93&_Et*i6x{|ukT6d2Xs>;Y085CL)F6pr3wLd-)e!XV)lCK~iBA@-i<3S=V_s-R z*Q0!t_QW5jn$GnW8s}l-Zfh_Bkp#^0)IZX}&q6)V`;hWZsJ0lwj=%{?$@U$i!BNKO zva|N{!RehW+n12CsIk?GlObnv_#yZ`3(w6uXLkbM2#D1CPs^b%HVc|mefvvDF)f4lc7l9 z#|PcQ+7l)^uC#>mnpP!^(1j?gp+XZM`eg_a)IC?(qii%glfK5{&04ld6wT_$)HS@v z0jq;6G<>4u+13jPIr2%LO_7zhHor>SomXKP3|P$-%3IdUV}pkArZ>@Nb3+A*&HrR3Mq)!r;VQgcRs}ap}V_MReu7w@!A~ z3LEaKa%v4}2mPurm9zNfRFj%t$nBGe!#;(l8|q^wsjfaAnjcT~6J%GS= z(s`la6p!?Rslt5N#>{o>Y#&%=c;X7Eo@}P=TIAG~Xk~cDynLP@}}vvo8#RbYl>>0j4Dy8`>4C=i>GC4KFsD}cVCC0kTbbB zR$fcN2er*mi)3pjf9Gm*-DYa_zHw6mCi>rdi*im}o`Wt{) zn@(glbKe7zSZss4vGi3GAXCUsPw!I;8RKPtCyqY1r2gg1L?tsQ+3fX=*Ax(h;{pmeE`nO+h?T& z56xZeN`Ip7h;4dZ>S|07rs0(!K}FkhNM*QnDe3Ok9x?77bGxYXsb^|zmMA4LbKV5? zC(2Zr-|Wtg*HVxeP3D26d1{VuUQ*=qi&!-e-i=JM2_B0k!WBSE3;DTISAUTMffm%Y zLdx8|D9(Ce&mm&`$ap$ta?W?~63A}gwUXmDhx_@hwfrs3UWUgv(M3q|*`ek^y5DOEuzGdTA>YRFCQFT@=0|%>LS3& z^7NX{_wU~|PDo^p-|0=9P|kT;P6%+<7g^-QtujFh?gS6KfY=Rh1?j!cmqsVOh?BEs!p4o#+?z6;JqhAK?c zn~fdP)yB*#{!-z+9)d-qGoMj_{i~;jHrbpAZI!WV$R=jFj>xLe4!Grl9l#}`E4LcGF z!+5PlxmBu?8S9d?Su#ELx4fovmEi%0`>!8OW?%6+V#g6Id%CpoZZ6UUcxCu0g^W97 z6dHWmA2!VQQ81YKq|plvp(u!-8ZJyt=Ab|vsi)i6;E7MPP|x9^wZs+n`c72%WSb@2 z>dM|1vwMd@Gr1P;u5B1|xHpu$aM4pyATz=LT6^4COW^e}eyEz-dHEs4DPCh-pfyB{ zG@-*&B-*QX|NJ$LO5tOaWp=Og>m9{E3Pb*L)BgxT{2LQzAvq~2ZU$&cgaOz3cNY%8 zsG%#RL#|1<%!)K_`^Z}Q&6FkUqIk6}?wuV!ajSFa5jeaRy@_;%1xH)8xwdA^ZsX?U zvQYeqpc(TUjz@37-Tu#J-QAYwbo5fH;XhU>5?VACdeJjI$9WW;zKhWyQ*)4RZE1X| zj0Yt|1quWA)z_Gd-%~mL7}tL*UYW=IO}4?i+@D3@>czYa`SNPoP7C=iEqd9tfu->> zrM2CDNwtd{U4Rzzm;BG0zC=c{=i3rA3p&1ZBRs7HmeGZ~$tp`a+~}PBVrnvyx``_2 zN$!=)hXLB{m-S;!jPLBa@>JiY`EL@I{F|x=uqyuSv;LnRYqII7)QnYaAKK~5*kPtPDLr?zVsS-- zvh>)BaVnoR%~?LRaT=2ga}>YhZ$0YGxFW1fX!-77oca5H@)L0$n=QY5*A>TkB@)d1 zH?!X1Q4<+)jR1@h184#MW)XtUzj{MsbitLbjAfZ)F*DzMtj3}9AB_ViP%vU z$(lF>;P{wpGL7#YFcK(R+OY=aHc5bgG?!KixRVJvMvqVYaK5M(8CXsZb+S7f(%s;T z5&S6iz$li^ zA>N+qLugofS@tM3k7DNOecJ*WF&@Fe^!9~BRVwHM6sP;$xn-b*MM29&Ep#_{6udQr zc`4AYoac~eyAo=9OyLrq=tuFb%@E*0`*I;oT-fCGZb(+1QkbzZ5Ja&btl{r&t0QS) zwP$>}G`U~qdqf9yo=ZIx2DBZ#n0|>6>~E&OT_m18spS|j{yaPI=_DJ-pTb2L^W4MZ zPFda$2Hw>WHl#@{4~RfExR}f9pDcjmM#j9-H$z3JbKO0)Qj}|MF37lg=jLcZlcS?j zLe=J4`lr-OpBR$cfa!?wpGD;Uwa_aHz5$nJ`Es0bUZ3Taqk=?O|} zcsoH?ld1fe{7Hbudirw65AKA_>Jcj;P|7l13=NSOWp!;uU}xOC9%#0M3@cHkk1iIr zw!Df;oJ4y4tP|GG;IXLL?Z#wJ)#wcOL4=Qyh#)gl>Q?=Gz5>=RG+ z)7@bgqjb0OsuZ8erQr5ATP$0WAEYK25A3Gs?E zcw7kdu2i}fcV`6w(^|<`A;%>_>h`F&UYlv#O=zn{BCkPH?o#Dhk#$+`OCVn|TZ7$+ z;^gi@u($eH&5d)hiRl_Sg0!^x#kd08iJKx#oLK$sxx@}9rlH1;QH&xC`NZbLUQ3rt zw`7~qa)PuHQ@)K>=M8K(rLQoUKCG%AXvFU75@~mJD{-kA;0CVEE+=MX+0iI!8u`Yw3=*g z0cUUTJ&IWD|M9rK#y_HEqXkUZi4S=(79_gO;$c10rB(?{>Fvj^mEmh{AlbC_ae?Dx z+JtLA`Q56yD+Bp4;S%yOFAwzoEk_*h)Awvv81khQ$_>0~%I_A`CV5#z*+gN0))7sf> z*im8=Q9iiD9D^q9yfA)P&$Bs{`^#exf%B`}{_XEyPwG*Al^Ou2`}aR<=7yxVm~jC( zj-jyHfJg%GXE_9N3^x&C%|0w;1(j$3-48Wh5ycSgYc z56!Lc0!zoGX42Z*y-X|(8T}}#hukA8^=nALPrFIe61FRd* z?Jc~rfY+&=7F-Zp)Zye-*gvA*Ubq>Zm?TJ(O6{p~|K@MO?EgC?G`CMa}m*6U|Hj7P*gjfdT6_RK1q!cA+FTpKc18aR`tXquS&4453` z4BlMmHis@t4m#gxl7TBr2P(&11$(v?INGu3T|QL{=hcYpG3STY?401BN>`3l&Fobn z&m_{1``&rRd!=29Eb(`&a4z;Im(3M)^K4fg3<<3^0gA|eM5XGi-BXvu(D)DaI(`iu zTjML z8i`tUO@M%kQWeDLmv#=37E|<-%%%3U(y7$rvHL7B%`BMqX9+3>1|bVkKE^A29|}Ot zB?G*jMfMvD{9nMY*PQgA_Ztg$&kQZcnFz9ADY?I?7o?<6N{ey>YOv+!%T?nttM_AA zFSsNYEzZc=E;lcxCsr#ccsR$3F~lrNb|<=d^<2$?&O7mu8SKwc<$vj3LA*g*6@9t^ zhDW}MZF=-MIt-z> zZ$?}TW?7JmqpNplxsJ|>K`;nA1D(HT38yxspKd^qg-YWm98j6I1a~WeeE`=i4B3}8 zx_A}0*XydfBplqHvOkV}|Mb2a!QN^O+m$Wn(9)8l z9k|Qe_XFcLsZt-kTloTI)^BgsF?;jn7GLvPhx8}sJPn54#fd@rh zRpQ}3_|}u@1_5jsxd1oncvSo__O@A33PrNU?_vvl-UApK{NZ1o@)F&_o&AZjnd7%a zd*jJB{1Zi#@D>nv+?|;C|Jk=N0avW}w=1@7RM*Ah+WLI@ibR zT)O8jsSCd?c3M&J(t8>aUd~G#t)=k*=yx;KJVpHw*kgE?;sMk`L?pfkr6s(@d{J?4bj;qL zuD3x}`1|2_X41GfA2J2tkn126TjG{8NGxm*0x_6k+KgUlO53G299IEmd|tdJ?nPG7 zupv2bF*>12iGlZ~@4hh5-wAK)=FZG00Y#u7mO^RKc(CxWbKM8ztEWUHJyPw;*@2tv z-7OMqJia4XYUf{a6NnJ*$;2OHXZYOViW@(dE9h`9XgQ1F#tG=$k0L)HXf>vJ>%9r# z4bMGFYt+uw?|phtlup=K02>xQMX>6 z+_C$8kiB~Az4&*j1CSHKxV;7sru=Xxnhjacx6eN6@hJ9@J)gO)0AM0(?RSd*TdR}@ z&|?QQAe=5E(z3-7Nb&jGoPyudRXjq(c_*8+qOKP;39QWKtsPt5i{su7h-m0|ndGux zm}gQ=FhVdkFaTdhBG%4H9>#^(+ zm2xm7ImL<=Z>#()ZQ_ylMggL!<^inOIXtQ95(?FYMvO+5G&c}8{Iq&=)@;(I^P&xv z0rf!Q`}M9TIei*qJd+N+(MLec>2kWSj_f;?Hsl&>f}Jr`_3OvRHrzh?;m6$RvAdu% z(>O`27gL2#_5lFCLC1-Tut?r=R;@(%yY~Q}`~;Ft7m<&+s(9{dn)ktCuet z;a#426|AZvG2iL#c3$2A85dofAgw*D9ZdboXNT;bTI5H_&XjPxe9%MZFK`%MmTl=u zi`68T!w5OkOwPsT;K9t-S{TQsq*ZcStnrqB0^=|dq>v%*1^z&J2Y`K>(?je0_T?bv zB|1vT;k*`GODkM{sZD#4C{`=*ir~O317_x^+DBD_9~Xt~^K9vU6;KaR*hOWF5l@>> zdcR<`BmUO#u~GVi++$xA^nM%^A5{I#PD(a&HMniDDeQAtS+#XoQ<2$6n7YHA7#W}X zwms|I9DgxeIDZEu()Ym_r84|1A694NfgLa0(IQ87Zbr{EqFs0`SdEOnU+BCjGQm?) zLQi_2^@FXHRuoC~t{F1|1@M;t3r*ku#7L9EZx!xWe zB>+*#@uv@#Z~xFcPlS3}{I4F(VDZ%*!*k##6khu%+-_xI09EWi>e9d0r~kWG7JkDq zw(23~RpsV;9bC&F?KRHm=e3fERTHxrpEmMPW|BL=!Mb`i3SOV(*p546WChM?s<&?+ zz?)lxtGa8$2WtsF9?ScMt=48ytu)B9v=XPSI590ULl@ZYUBL5d(CEkQw1iilFA22r{adKFMXsR8Msh9XspfPkV9qzH&KX#xSH zH|ZtPN$5R6N`w%F;J{~Lt+5dLsK>|>Y1KAH{_~w=`!cfTVEQ19an0j%fh)epj$M`T zpLDY*tPku>KB94c33|}+qnPQF_VSnr`pkSl;E&blD_M2@NxvDHGjr~iuKE7E=O}9`JHy{K|(M^;rbDLT!8G_)h9dIiI-KAZcWhgy*o1QmlZ|FlEHI7 zJ+Amm=8z_v1k{cE=!43&=o8J|etg+mpx)aBZ73?P_dDWdX&tz>I|?v1yzC`*;~--Gx)#k|D}P+&TiS&;)b9n7Ml#$fY~z6=?ChoFYZZy~$Sglz<&lY3It}n| z9Q1LaybZ6YRs*jQpGM&rZf?$8XpHVV;g#u>l2Fg4CK3?z=@;lEQ0fpHGhYr7A+>t#W=4oWT%HxBpuH!nS|RZMtNIJG))J#A=Wf4)0b3)U-y-aeteM-H>B zA11qeB&<)-;Evm0M0qy<_hXq*kz_9`?5f5+fjIGK2%X^-lX- znMxUGAJ&TBKBuG3<0&bb8jq35M{53PO$#hIb7=U<>4)a~s29|?Y})4n%F+n45#BT6 zE>Pr=5#b=hqt}eIhHw#WTU<^MxYFn)si(LlzB)WnyB)!$7A2~9g_LACR?#c09tyOWTy@1JvR963hSi!2O?k$o^NB?k_#<6p84zej22{9zyuR=sd@}(+}e= zr#|E-?T3JeODes+6JLu8z5;3TUq1{^BUp`hG@C&q<*ybZLmv!_dh){cMx5F0owHfe z-#4sG54Zubv^4TLlKK2CeapeQN4B0vU-voABuE!?kOE&r!{l&F)r9%x2I*=7JjiJ* zKzaMyk;Q_D&FRH#DTq;*bvp=prQbPuNmeav?^vrN<0k0|?!Lw@nqJNK+E%X7sV9Rd$GxgQV_P35_k0nE`jB zY$*%~FEUS?w|OH(>sueIKUI#49efqT?AY~*a?Wu=GAB(f+&>_HwSn91`)5b>r4%;n z?hf&vuiRWaNZ67=B?tmVc&m}r4B;W{#rC!peRvVTd#Ff_>C26pfqRJrqP2zn@K&Mk ziP&()Sa)yHEKWT7TkIX4Z0Z=UwUtap){a@GheXBfJVz<6b`JcG{g=n79NH9Wi)qtg45X895wlmvY5(&9T0Ea{GqCk$u zZO%(?`&4XbZu%lh3hgqP5;2$N`_HbxnEg%h#)MPVHyoedczN>S;|cMu$^KQ#@;R~S z!;UDjzJ1ON32HQy`A){MrfVEBDspotE{BSQE&eC$`j?{9)Npbj(*Z2M;3E)2hlU>a zuL(K)e$| zfrfqlio}4tSd7APNnVo#^Us~zRS#^hd{+<-Jfg@u!`9!T_^l+#420zunA>x5@f(e7 zU77Z!R#Pu*DyxkXZKqRiuv3_yfgrn7yVGpAL#8%_)_u}VJcD1Wc$@bpJMW>@=j~EO ztslGdI|f+h6cu zCOi=QYQ;cmu_OgF!if(upu-nx-HIL z$ z)vSsgEgjydke*;@`$jyC?O6{1%nb#67X2EKCwUKHde7m6yh))9aTH zERPmV>@VxpO{i3Wo}GixC(=UUtq&(jfJk4HqWFNQ4Y9KE#je8RIn#Rr;>THIMmSDQ zh)&|ogf@`hADGcUfX@Gt5b@6){9pdN4X>1b3Arj|UNQ1x|B%dG7P!M5}`D6(t& zJCyx|jrZo1-FbHEhSi7Osb!gt`T!V^VhfM);MK;qpy-R93>6`^Hut_?uB{rrsHjpS z_u`>@(CLL`&Z7Pa&F;0MrU?Nrui*#kwTs!GTf@5ZMH5{o^CZ^|bil7DLq^`xK)Ay; zqQvo^#;JNR>)mvS$v+nD9Ss#QO_$^(9knN1}0lpD=i?F+PXD5!9ZFM>9E=;(Zp& zkRoZf-OfCJHRu0{n;*>caH-x3*AeWDkoYBeKD}E^fR-YR;Xjx{;c{%4Z1;nC2HOD-f1YWvsj$ zkQ?4?YJFmYUfn5u$XmD4l*hkL8!Wlyp#%Pw!AH=p%%t=Wj$4_@r?qWWvcGqwp?lD7 zspLh>2s*Q00zb~)ye8JbxIVV8qviUHqWyhd@0;rlNa&A}d%zh4j7Nv3%~}!SUu=_Q zXZQvY9=JyZCZ7~-5=v%F*_a-%%N+WRT5w`ucqT5pF~G%bfKFWc#PaDdE-&A{_r%wa zZZtkkKW^?Vc<^6th|JePS9IQZ2BK6@N&X+30e#-&bLGtE+%z_on6fYp%k62~(UNlM zFx>GwQ3Un*#Zl*9piyed*X_gQVV(gGrYIwvZA6<9hd!g(X+(3jpUpK?vitEPScqr| zKbF$@ip35O#TYQQ-!C6MJwOM za#M%!#9SqxW*fos5<@kU%t(*$=CnR3T30#M3UuqBaZ@^A*pbYNR2sbbK16-q2(2H# znW}dqcBp)TJoDu|RCBq3p}he@>L4;T??;xdzReyHozvadDk(63mC^St6XrQa!WVaPv7A6$H)sHCPqZ>0N^OE% z_>9nQwLDH9?v$nznDRsPxm&a~9!54!LA$@8q7Sd7%z%ju>-J;ego*N>OKh`Wtij$7 zc8l?|6a|13{98c^`+wL*638Rj6KocZSXn0o4*q$3M7||8@Vx@j-K);yT-J!nLFpO1Ew06Dx4T;Z&1az z>VWffEft6zR$jnn3=!L9&{V0a$09&!6M9)Duf^MMFZhO%c8foru9zh~;9xE;%a{5n z5%zTWH0-Gfd3G<;n)^qGU*Q;Km!8m*eAI!p-?@TDPbdAB1*o zT3jlL0}>MFx-f>ef#oY@Kn&PgPcv+dZjZ)S2Mkc&p3m~gvvC*ZE-s8Iee4Qgco**i zfU-WIukt&>1J@)26lYZtW`3Re_f0TA+)SL#&dZgrMuQqve3B#DXHU*pnzxFHiEeHQ z>}1w|DNhu(Hy=<}g~=P6&qF!v8W@LEv+?w8Rn<>-=9^ROp^0n;ZrUe79_Nhv0fExD z)_5^i5*@Y$dl;MCzdxnrZ7Z*5u1UOpUL=R1)7QHsa|M+3#f2L=anLf6cE|et{etny z_Hv*GS2ycMS@}ceFFhFxjHA|VmJ$~H#)PHRJkwtwyP0*p1g=kS@9LhM8p>b-Jr0uN z`prTAw?mG?{S--uo8u&jNi&(a0A-JgGjhTZls1fOm+l8p_Q=fRAcNt^FpE=gcv-77 zyTDNXH&Layi-p*=a%P7YABxR9&csoQcL=y1{) zrn}#A^wU;bZ$qwEIdyuw(Zg9C-}oY5+c=3aVt;r=5lV^PRY+CqZr+m6GtKz@U|!*G zMG~TBJKGyohlojddhWe@b?_Q_Dl5+f5y6qwP zR=448GvvycytHj#Tk)rj*#jrIUd>Srk6&Q&G>N(?4IW%^ZfMu!ovKNf#Am71%P;qy zIxqh;2EgLKB<#)b2X>YJhfA0LyIkV@_9W}qJUABNZ*I-Zj{P38ZFf{owNrK&9CH|* zeZ+_4KC*2qC#4)6DbVm=)#4B=?#=feVkTRRyS5Ok28!I zm>WffLzt=w(jgU_bkiwn!QOD8V)=2n$oE6y?uj7T+P{aKgdASbucq32^F>d;_e{Ju z@9@&ieKPtdP&;-)Iu3IIcgG%=JRt8l=M|?Keetea7c1*aCRK$1pOW`WQG(&>A9RSa z$)3(JOf<$xsOA(cl`o$MFjjb8!Q1KM=zCSKe5}27VtjP$s3V9OlVe!jBZv!(aIDF4neA zm465%Zl|}VeSgs`#7jjCviA)-pf(A&qYJtklZjDSp##^mWGZPR>L9hSSIs7AU2$JyE$< z-?3ot%SG-k&zy38+QyuXDL7B#47^ z@}bVDyr7EBOMzhfs=*fL37a(S)l*c)-+Z3B=)YUQKDV4&D>)KgVGd!)sm%|nXnnpz zllRbN|7Lu1J$)05HglAGGK=pw{>%HB2^Gn)q;tPOH3_dzd}aM1lriUOS%bnUupBkt z$GzFONNKwsd9pV4y@5x&>{+aWyAnie9>I!dFPsawqd5i+Mo92G>vT6b-&s~U6<_@^*74jrtp#NFqiQ47x3(7BjllF>}DCb_?Y+`)-kyPC( z8xis7p}uC?L;efC!q++Ze2pK?TSXj-MeoXq%Hjk*%lZj_e_&djdZ|D+?7Ny0h{t12 z2h2oV8~cXr!G#T~w;k*+xE6w>CH&bTIW}U;mV=gX1i@j->kXDMp3a zh|8dsLM0|iC^%8GfX|vxY(1AW-Aib^jn+AHEidxh zQ8=T;o7zALs;NOB81>%?K;82&)+?scyMB8c4jese*PF}^!aX^+{i*!u%=#u5hp#n` zE;kHM?jGWEf#Xp8vsi}4@ZELO{!`vxrZNwME#IiPA6tlp+y{<%*jF3tLtz@%isZ-} zqZIF3OsA0$KZMOXMW~)Kf~9S>h1OO>A{BhrEsoC_mF96d4Bm1zsr^#(V>D1JOY5`N zT>xAvlmWi|$B^`Ium1{%^FL!`e-)S^qNZTq3`Tj%L|%9C#Xa}>@KY3E#w;Aenu9K9 zz27mX_;nqk!XR3xejgZ|0N`}_{wV;zWG4`fQ%juvF#{ha1IV-x^itz82AxOJU8p7> zB<%wJ7AP$`qRZvyw%{t|oX=lx6I5LtK5mM5A9qQhjQ0I)MU4K3Xqha#MU_OU^G_bV zRQvMJj>iA}f9p`s$39kxlQd8{PnQkSU;A(MNuB0lOsI0cAzda&mP+>@1Ng`Pq8Twz z{QFJG{$rR_l6RoeddJ|s-`?5$ZQvxJo_MuDhK9m@kmA3Z>3{dV|IP|opa?Bf*!m;Y zY0zagUpeKO9BiOxArySx?0sOET* zNdpT|f_F1-ox(QydpoLst#6@t>F4w}VgtV=-{KSRUdBdS{kci+yMwu9*uC}fjLYE^ zlMKlR3kan=Z|BOo{|iR;zxl5Jxo=mq|CoZ$^L*l+{UvN;zfYuznQFW!I?DfczWShq zY^c&;KGz#lF9|zgu)(Lmg*wSCyd4FC5|J$s> z|L=YK)JVH78(2+*TGb2{XV-=~6}`gvw7ZSY{%va*nMn|k9eSg0=8qJ5E3Rjq**ZyY zgYFBG{sT(=&kz28^;(#_%~D{#d#W~O?>w2vOTmA?irElOL!Xw5Nz+aMQ* zD`S1fOP-Y8FTKsb#H`VWPw&?Ts0RK1ETjbK)=2r=zKFz`?y-Z;3f=T2(aaF?@pi7S zCo+Cx;$vETtAUE4A(7^*Pz(s1$+kH{wFF4s23~~Y%EOGXIgj^$WHMJkr7?!xZmr$PisW)!+kwO+xyj4U?ng! z<$50-XITu-3B`KpfX;(XOoK9+JWFIqMMS#!W^bVAc&2@eAyM(uBtq1*^rKwe!Q@X5 z`RHAT{+gkRpPpAFWj;Mj)u~c7$rBH~NIgQ0O#|%+$4Aac610mxh_&`YHSTlkzBVt~ zPvw^$Ur?Y9-;9U%)uCc6#nE3gPBdVh=AxI@F2~)}L$XfxiK4oHHdG0JJe0rM$ZnRTm5ua#Umhyzc-{A{dQlum6q~f&;@!@f!d_xMSa-N&`>uBWPgio%K&5?vj#hlnT<`e z4XL+NJn4%iSOrL)u&OLB2oCXU}7-{BkD7N$xGwy+q3|_oN(Piy;4`%<@~IqWZVZ3xxVGV&2nRBxhl#NEeajOBOj^+b-1X*{ zkg>6w;Tigax5+Y!$;)Q(@qt&6#@a7h6|WKc;wC^sSY4Cu_N8%do|hUtEH|--gT$YK zSRyy>Y5LXPirSLbJ>QdUfci#1vHAWQ!Pf#Iq_nF_HUUx#%&7Gwol^}7`4el079X$bP1gL%jN&(T>~4I@{l+=)Gzs~wElpfP3BC2H54_revn>3V+lg~xsVvV< z)@dTH{I~hw7Zd3XQmF4QUBWES9kjtorjSd-dq!S8jInt>P-`z5Ek49tdEB`0OYrTn z+I}u1>m6e5OsZJqL%%N```&TiYtG6^%~+sba09Xi@BCS#TR-Mni1cTab=X zd?dk=0nY@!Gl%9S^AGEikGdpJW$drSr{TSxh_vplsY6Cr8Y>p#NU7fPOYpoB4<&uRKV~8h?HFJ`hv3}YdTg5IA|Kn`!Z(lN;o28F{lKAm zhNrBCcd*R`^Z9PHqM`qj zNa`~3I)>oV24g_Rw{Qi1!V<<6zWHU$*ivOb)clNY<$>UXnjC*P0z@FssH%`(@=(L3LMzgk)2R)Amv@)cx&oQFI9g~kUF|N3679=NG9M@A9;B7vd8z<-JD8j#paRZh(y-a|B0d%M2X>8*vR1z;vgyEIs&?$s?*#KieV@65AFF z)gc7FAau0$^Q7L#J&k6#)59GZo6HtJEL=@2Dv5!y$xC|^W+*K!zPSxWg^oIJ<>bs& ze+XC$c56^4e-$k8r`vy%6=#=mHNhsf$w-y+43mzE`-F6`yl9rge;M#rn zvRWG5N=ARMJM>DuG?Ipht^Aa#$7yS4O=pAJmXb{a_53z5FvfK=?c_p>^DdQtnwa&O zFF6z~UIGi$|C`;IHoYRn(#I5%PxSNhH z02AXU#mekW{bl~vs=49~qG~;%x+Rd-zKFkeATy3z;qf!hg$TNAxA~Z7Q-^cjB}#;Y z5R4>lGWE;At{gpgI1T5c=ck$u*3GMp2-A~YE}rMyZ}SNeJKrZqya$I|q3#O2N;V(2iwB>{E4Po-e|EQ1e);{?W@DsuqGNM8Sz^Ta_9$YHSIe-{&sN$Jrl9e)lRHXiC%MJWs;&cgf;P=K{}=oLx@)-x!ea ztGw!chI?6`d_#`o5sAG6XHoQbFyRkS;g72&Kd^TRb%COX#~&ttfgFsh4e3P%;bjeV znDWonAzK@vt`c_CnySxC4%+X7o*-M=eFdMN%J5wOP<`Y-bN77gTX$jyuWU3P<41@? zu^}g5tmDXXouO-q(+^`2c!n~czA*u7nG*HUU5lHh%qWNN=9cu{EN#o}P;1xD{ySfb zn6CrnF%lFn`zwxClteaA4?FuK3a$E4Zr0&jPq;S~A9bJETdEK3nCOV4u#@Eni$yre z%2oQ2d%|yDT{enL^d{$p+&Ja4X_*?3ZC@L#F43_gZV2sJ5 ze?x8lxWRwndV&SiCCM}?idtTR9+8Cdq8b+-jH1?utd2q0Z|L&vrde7N7FXX;Qaov) z;eWu=ZYG>^yHXo`B1o}N&6LCKMyWzmXP)u521SDCa+CT6Vrt7KkWX`@IALRPN2}&l z*SUnUc4WKHt>uJwA>x+5KrZEEFW+*WrttFYgkXo%3}lcjm~AgxG+hzz>F9br z%Hm$ioo9Z&Ll{h^WMAfP>}}ofC5V38xG=4#Nf7 zT=@j&K%zAWaW5_x;_2TzT5}6=eDBkO1c6Rpu0%Z5dW+0^q4*$@*ZU05*@Sn;b|)N4 zPL9^MmaEYawFE?~RMcqR@A7%T%oZsk$WO?dUwuD(4pR7Lzc_h;B7%xlTCeq%bndxI z1jz-Dgsr)58VPsqszCUU-&ann?2OIu4C9A!w|@GM2YQp0@Rej;Vti8u@92}^Yn7bN zF7NSnpE7;O=!0k=9S8t(UZ}Vos>NYsK9S7kTVZrT z_Ff*rHy65kU~&djiKxScC+pDjn6tU7Ueep2=<~N<_PDTpx-U|k9ikbW+(g+Iwr*Bb zBy_y^gxIRMZ#nTKO`lGM-^c9@XiDGuVNx8j{~T3tE^^lLw+eJ5_YPT=*qp=9onsun zo;~+jYtK|Tao)K~{ccxs#VFP5Ac0e4IU3o*CdwMl3C!e_aTqDO$CQ9-gP&ffh>Z-l z?x$8WqK)!057ralRn@Y~U4exl%(i}Sa zCWsASpRmLpH#V0%hd@&L{JxjuL~DG)2Yi@g$bCFLETA#_{?HgO9gJi@BCBDkOSJU9 zR4v21hG)YP`#_Q6mJdtNR6W;s)M#+k$a7FGj^{GOuB)rY z@_vL#6Z9Mqs@JMZH5yHx_s-aI;xzYKl5q~rI0Z0B%-Y|6)ud-LX{Pm54n zlnhuNx@gv-L;5zsv3~~8^?3T_I``9&jO{DP_MP-TnSxu?FpfF3&!PUOU2>r)-(ou zhi943k$eQ0(5FUbtfWYgpbvQ32)1Wy;QvhJ_KuLlZ18M5yv;IZo1ltO%e zSZ#Vlyol587}q#WMfXXn+WkyMZXn+wP@a@K7f(AO+n?K-ZQd~9M#pFk zChs~N7*Z*L9x{&p=-)_qKc$i5pm=5Ue7~!Vh3t^gGCLtClgTLt_0@637ewfvh`QfR zVriRo;*gyRw3X*!qSO@q0!_H+)(k5$I3}9bsJ(7;-jL(({0In11xo7grw=TS1VU8` z&4eZULOs%=KOU&uLUr;0XbdS=0?I`ef47F!y`All5(!XQY(XktP821z8%B~OF=|zk4!(lW=5gYZ{ zrsHIxvXQg=i3fT<*RI)qo!T&oVcm@04G_LvUPef-3SOkPX3H!Wj|-DR@bB~@mm@sj zQ84UF21Cc|&lXssGubZu7gn`AR>gQk4ALAGe@&gHGC#P`LicMjVt_ zRfNC#9^IB9P>l@3Xy3hlZMc$3-q)SHUQ5!=oF#eV!lSa*BBM}_PLC4|t3hsX%VQOg zPsB!8wn+<4A@HYY_L06rqB$pR*Uq59$2ii@Soa22f@pjcP&-GfEZV1{CsvU%bJ)Cw zr7HT+lc>Z`!}Bi2on%}<>Ca#uC3E8LYj*(oyTyVdi?z3Tg4^2-sPk&mTw2gzM=ofa z3)Hdpx%g#tVHc~}jn4C>7UP|pV?m-$&H?CNkqc@CjQ zpN2fPZv8>(316MDb~??L;= zj|C|-{JSXW|McfDNBH>QN)+b{q{J`KxtWy-Kh=R5^RG3m?_ri-=2wAK8Ne5?QZ6Hm z1zTsY>iT$jB}8U}lRDh|l19b=UxP;ax{9ZZXnnKD%kD7V^ETJ{X}ECy(uAc+ZGvLK z+_C0r$u4))C3Cy)2qbWz6q8xD?>bd~0?7Usc6kmFF8ypFc#o9&adJgHTp+YlU%(DI z!CgWfHyh?_9E7=$OM^7^RUyzg)pT0D_^RgX&d?fZ$83bx{o{CFJv3C^8g=lx(e;*>f+*)ufhAx zRdMh}5a#-pjJzM#(H1|;WVwdOGhI(}!ghPTW?7_P9_9oN*ROz#Wma{}nEX{A_9SnG zi~`ytm7GBty-V6kx7HZ1-=15_CRyWiiK(HVJdNN&E1_&7RzLb|Zh4Y_fzm;q9)Nhn zpJ`?P+kQr-ZZhREc(*n(Rph0p>+KxcWvEX&3MJp$REVQu%Oi^6P~qT~_3e%HYm?gb z!w(%_IM&&m7OJq8uht)K2ykGEJG6~-@!Y1dK$<97=(PZ&{t zh|y4P^|}H)y4ekgJSjfwn*VE0ao6)3b=U-efd~zi;C2C%VA?|$To+6x!|a*3BcV5; zBUrTmiP%cvSx!<;OiSTfoahv=C0xlhknv2Whrh=xlK5|R_UHbc6#M(ksM9Ji+ELm4 z5pBw$fjsBY8~E2}JGQU)iE>&{=4?WGQPJpP3vaxuv$TMoxBdoLV1HGK_dg_ku-!2q zb=tizw5&I>WFjg$>>n2ZcJda?gj99|IL$Iy(2Jv5EBAp(2SWN)@doFmLx>De%x(Y- zPze8Rzw}>s`=9NBC5iO#(LEHs#cD0hp!u}rV{m%c@yNYr8(^==cL9!fTDUHu!*}T! z`0w2Z3X0Rdgyiw|*T@5Q;gDjem)=w=0KLRGk4k7Q;)u%fB~F%{<`_jYl%JJu5V z+n}__R6{Q3q)#fB)@^dMbI-h{Y$^4h!2D=El#Hu6g0H3==A3qSVSjZ^zTlK$y4Ggr zijv^1eKy z=8uNDzeC~f53mu6LP)t**);pZr{%1c8kFLzY}q$ZbqT#bsqGBvGyXP&eY9Wp?7FX4 zx}6KE9KkG;qKtIQ%jfa@2t@fkP03a`A15GX1ew@l7#Stv+?G`kq9Owpa#H{z9iCW! zwVaiktAw?KvWc#Mt0A)};up?#KV#SjvH`(4_f(-|O68f-Rr{ssTVUEZ?OX3+5{59< z^Eal~A>5=#>^0{~Ev9EW*hXBEpS4~8dce88SGf8`%m`G(3jT@J2$sJ(qFRRz<9Hfby7v zvfqnw!N-C9d^#53Qff&kP-BSJuGTx)U%?ZCb~@-kVNp5Uex|{?SYyg(J9tAlmShYh z9UtH$j-N|HkJ*%X$8w48O|k*$>E8|)PF|a5X)O!c(D?;A3$kG<7S1QkMoN^htVZSA zd6&+ZiGNMJ+{g4RfWaqk1Ba`>3=3!H*tT|&T%;Uim|8P_lYYsO5e;@u4kh4k<6^Dx zWHYn#o1bj$Gs9$sX}bU-Uk)-ApBhS*`6!kCas7G+61~o^at#n@_p`fI6u{BW#aL62 z4$~N!tE*w}@vh>p6BqyLw7dQQys?~V-%A)9Hu_Q(zN|ZHy5*erhPtktwMnqL@+nzi zU<0FYbca;jb1(LBMS%D(xJ?YGNJ9GQh7;~8B^zIOxj&T$%;DQPSj6snKPTzH7*iGP_r=q` z2!G>>i>OxFE%3;E#uql1wvck%^=g+ZI!6o^(EpY2iq1ybR>{1(T=i*#?JIIM8xNb9RmK0}OD4hxnr^SEno z5qOtKOBv#|a+YZ;^EJ^&4&@AZ+N96RA5_6OU4KMbHBfh4{w&^t{anR}&B)1jOKg+N zcfWI+oUtufSAwJ$l4e`d6yN(;7p#r#R~vcZ*F0V&e7^CFTjA%1%tr_tu)@U7t-&4+ zRw8rj`Gx5VR3A|~fqKmA216p1=!t|2Bb!4@v=S9xOmaB&)&~*>=4F;89p^v1vCSjp z;kNRuU3e?E_iL4HqE4{u-3*O)Rf1IFVa)cHT*E+=>On(D_n@|XmpLfot8dyeS)2%K zR=hM~)S@|x_roq;NVo@xVr_*}!@_)wTc=H?{k=a|H4f}C1h%M`v9^7fXczcagq~p& zIKz~R&C9(*l+&*zdWBpZR^%q7!pDkiG&Wp}26dX(Zp#<+(e^{(nxI4F=>7rQnwo*# z)$Mt^;)UwiCDrpni?<)DIlG(vX0+S`6^Tz$L;Yo3KUy(=Q#85I-zyQ36~Dd$NLirU zXCv=4o2d_b6i7QB6jm{3Up^;zN?Gn50qnk;OS&}2L{gDR8QC)wEtxG|eX;XM&%JyN zF5-vIbwi)RT=m1pdRak9)d!z@FZkVh?O($K=A^K#WD`q#|9MUle=)n3|tLAI_ z!7g;8L4RsUYI71HxTR8Dl(y6@csoc?+xz~&LaHZ-B z0ZnXe=A^Nf4k#U2CEuP1cP5%mP4>IU;_wO9GWrzBWi*)V^KqOkGgQ%d1_?ww&C|M| zoBG1E?^UmTJ12hB8*&Q>kw#~IX$%ikC@1!zJq4u7zt4_qEm(~AAK+1Iu&-E{J5g_2 zf2;&h7CAw3_|ba$aoaU9n!+bju z0Tl9Vi&*`W^;y;&fUJ-)-!j8A;EcIbFk!uk;Eu$Fj;DX=*97g>22CqfJ32g#-xLYI z&5rw$&&L|Ct+xCC7NU6Za$WHQJK4Te&-bKonje83ZnuBv9}Sk`B7T92G0nrR6T4Q> zO1~A%)c{wd$6l3`vdz@XC}URJ55qyvWR`*y;d;S3r z+G^2q81Uw#+r+>QhwljjW_R6Yi<3}1)%sdjm`bnFCw2%Vty);MrC&U-AbA$ArWq&( zZ1&c~T{$>8HS^j`fsy_| z=tPjbR&yFE4nvJlOu{M1X%p4LXN*(Y-F-_dxTAh@mr+mt_=rA@*i#RbN0uA~;_1_M zD^_L}i<-{1f9t&KnDGomb`0#m#Yd9GmrY5m?V=y-hPsE2 zZI_G|tQkV`(A~8#I;3N(r2r|IDTa)&XMZhn(avL2T!7`(6zvT;#+zM0u_&||Kpgkh zAsj>lh;h2P6~P(JUYX-4x-`Ao{^(4?{po=WMmM0W(%#53l6M=5+21foMheUzU z=2~ln`p=*3?$yWpYXKbb4mCurR*uHA{uWHZoqbN%#qgBA-5i?#GN0xcroUr?pKhn5u|*cfm&sBW49iz zUtQf;_wZua+ok3AuxT2?>94&Wl3&RtBtQH4SiV=M8OxmWHn8V$bw6F!@^eQc-|o^=}^qm{!?X66ctSQv!REmLig#f3y>Iv!=opFvuHvQCZ3EB+Z8S{)=zqZ zp&za*Tge_tY6H1LImmuYA^wW~Atj$ILQ)bS9d+n^V_5u&n(g2~s<)cK7&x9vAZ?Rm zt1CSdWwMY&ne^U052^e{zCIwY2ulFu54PSk%yLus6t$R#_o>ngHdR&!P;>^$jb(7!)8}Rwf zgIa9uR1bj7CxaO4Te#(!Zb(jDh z3%W?yj^S?2I7u8$rbMyF7OjpA=kA`hcC5SG;pLYUiv1x|gdXpch@aaJ(N(&3>FL)s zf9z5T(h=7Nl!q+xhEoQCh5?LtU%}{$u+Zcu~ zOn^^VLz*XFSKoW**xZV7 z62y0^+Lu8G#cFfOjj^_sM1c&>h5^Ka?59~rbCQh@rnloL$2Bhf5L-xM!i`vRkCk{H z8|$OZh`cMOB{w>m0W~+za~^EyPvo2RmBdS1^>c7$jZ7;mcW-JX!Rj}S^%cj%6y#En z%n|wwDPtM$66OhK1E@AVi*Z#%^2fb0NcC(AUB_&>|IN?4A%Jm|?DjL17N z{nV71=YXHL-q#B_Z)d%<0WnEb{6iDwUlHN{r`|IZwQO}Tvlvat@Ovcx^rmPXB7tgN z$d9W|1q8q-XBr^iku2?th$X+C$<%MvdRNXEK$DRx;5DCO{NI=q)ZZxL{r5+#X{;V zRfyTR*4jRK4O}__89s2DuGQ;J^DaLnjj^KQb9tiRZ`6q}%h4wneQUe55{jYqu6V zmG;DxxveOGtLXSa@U`9lQjbqaDoyg1Ju_7Kdx3BV zKmpN)v5?R@W0$a7@BOM77DY6bfr=f1?*M0|Zn*`>B+3Q^eZwIBupbk!qZQ*YATd!6 zU{nnB`1}F|8pV@r{ZNOTF0k$H0dTDk0T2MT`vuy5uZCtK@5fUP*>EUA9{`K(-k3qn zCTCMPXJ#qk=KV)I6;xXpe{WNNa1<+ahe^k=8HP*W`~_Nhg82n%6t*k`T5BFeO1H2d z%5&VXpndb^!%NVEq>PXtSbq)8>GIA|A|lD^o5`y3E3vA17&ub57qBL@*IMbwp^7sUWd_?ff$#ve*h{C z8H2w-v;Pl!?*Y~1x~+|dA|-UBSEUGoh;*a{L7Iqw(gbM&(xkTlp-XQ90*cb4cTkGb zB@_XXUW~LPC>;`M0Ybc=Yp=7{UhCiI{Cl5!??3JxnT^KQ}k`phd3^4D12q;|Vtw57@6&gAVYc9GKpeAl&9->n%3=at0o7tr|ws!Ebxf+S42 zJ=TCn3S$8EOZ4BX<%^BF1WDF9>S~9?1%ylRCufXsP6Ua z8(dC_=}bUuZM+lF{vdd1tr>vOYv4YI8{Yw^247Nt>9QBn-x z7g?=Oj#JmbL{}f4&=j=jEWxVH-d6#J9xl;&H+05(=)A0F=Kd5!k1jUk4(X27T3+EPXvnvd@@%+QU@cTAY&%e zm#|yBz}nZsL&j2776%EMWE$2s+n@JIvIEpZI{#ue|7p=&$3oc#(1LF|J$Q87XD`_v z`aQWy?8Yuo(eIN3+Aarpq0T~O2Foph!WA`3Hbl$a^e=^Sz1j!3i9(o>Jf;KUyX#A@ ztkGJT*x}QYfK^u97c6~i}}H-V6Q+((cOwC3vSDhu@rO9lmZFfVVj4qT{d+TU76 zKM(8g$cGP?YZcC2eY1Y4^rE5X$7|HjfhbELr}4i)&;Q*O*XZ6b7yaOs&lQZ9A3c%> zlV2avwW7h6^|j>j&lCb%#IGZH$Y!fn9%Wd^LionwyaAa?l}|9X4n@3v0(%2TT1xLY zn--WrD#a%&t>SsdyYj6p1rdi56(8TnT0#}XJDF&;77`@^@DxDW^Ri|{^68_m)t&|mkkP1pb;v#SD{ z1XCT3N6$_VP7f}F%Lk+N&wV^t{l+~yk+GZ&MxP(`sh(`(7Qb~qil$TaIYUpKVjtA?&{0`KyLwxAl(0{3_Z5#kW2_+I5C5RAVU-{; zn{$K!iGEZOgSPc`g0YugR=~O23Csdo0y;eGuU1920?B!Olc4!yzt(FnZNB=!gSqBdp+yrfJFGfsx?&K zAoRw{vSZRdWBK}|C%R6*&^P4Pq!|zybN}m;ca6Cu1AJVOkb$pFAj?{xfl$!~OhByT zwD{L6DrUCi-?P-mwGQ@~$1@^wj=!TdXG29{w=?}tMMtFIt-9OvBkXEuW%7q3DcV9L z37{s7Yftu~$ZQGrC^0}sAjN!0h>KC-8adANb!x@Q={F4zYJZFtHAO=o$CI0e;gt$> zLnQ^E*(iOq^?AG^E?%Z3-ON<{nMvhlbt0hLa>j*%^4%lhY9&f;6Tx7j*`9 zlQPoJ>~tzIkn1_i)vw#*G9a6->6P=x>br^Pk|uBqs6XxAzc4ku*AfBKtAL4MB`~px zUlo*6^lFwA?MN}*K;M%LN=07ZwpQn_j;rG&Ga<^1SWYzuh5TpSQTCQl5B0Wp>A^Lu zxAOvNSJQQk9@%Z^u*=kGfF1$@rx0@Vgmpg^Pn`P85BiBdJbzz&ofmhG7iThU+|~7V z60IY?v%PJYGVT10f^vVbfchs0cN2dda0?=&{T^M37ZZ>3Aw-`60|f+#&)^IKqa_s~ zD#(#=Zs6B|&@Bub^SBKR4**o(9}e90r))AaOPZqJSbVX7dk}jzs6{Y`hI<)>AqB^} z*5pdVmLG%x!%m=;^^9zP6i<~3Oi^abDX#Q5eRy%YFO5LDPlh8eq(m18yn7W8)^Bu3 z0jgg#Fl*%u-=7pO`|;S1Q}l&bo4r(3v$7`*$oS8h8v=&0{8-4E^#lY1hG1$c3&X0M z5y6$#O9=Be>dFzxLjEaYC*m?ZUnmzK1&3(^l>nLvaPt0369BWoU-F0iV+~Xp!v3+P zMXiJl1ANaHU;G3`05V^)dHqziAN{I+M{_HM=i<%EQ~gdlCL%2Y z1B5ngtgAR|nJEmZ_19#Yt1em7uhkD>b*r5RMYyYzy~8W^`IR_8ssHtJ|7-TVnDjO4 zea=Y;<|+hRKs*W05zOrkUN`Y(HoOnEiX9*uu%52k#y zxyfFi53!zyi0=91A#C$E+YO3MRmT6j(nSJsk}xRvE}&lg1;cm*jn!zt(x&>9Y}8ZM z2w7H_l`F?7$H`xq4PVQNsln*?{RDk6pVaX|TFi=ZA)(fX14VQwD|DK*_6%zhOsWj` zRxMw5n*WoxcRJDDO>|Mk7NE~C50|N~E$D2F+4yXfgK(hZit}dIR}%?39{mu?H$`BC zmb8naRs*FkTgbMUDcTJpXU`&kjdz*-+ui~V)oJzip5QmHB9%4%&dxxqkAg&2D|r-j zBrh|}mzpD1s2lY+cj(j56 z4t}c7wbrJhEn`OHYVpdO?uc_*zs&ttC><+qOfZV(Th?nBGujffku|#VRqygQjJ&4u z=#j;{qdKoY>{x$=+q_$f>m;tnE_5Vu%XIAoBz2@M3@9Tf?vs+wg=P8yUS85Fcih>y ztKOYYqFn*+t`!isAED@a7DNX)+Bss%fKAk5Mksh{=fc34jbuzmP%+#>oO7qF}+*PUgWg?P|%o~q(z?OwgmMOBiN z`Ov1>an*CsZ%f_0be5L$4~8pTN_C2zxsDU3Q}kU975-c8@XuN^{}76q6csxEdI!wDFv2$JCFv9fzE|v=5g87HeKx=_wje4x)R-lp}DtoI- zxucs`T7Pr@fV&S+gpr0J#mB{W+r?2d3eM8QT#3Pl5Rtu}3Z*wsy(K=bxz0KLDJ?n~ z92|q1gn&HJ_6?O_+nSmmZsPX0aY@pi1F6d z*&2V}KZN%G7tu3+-s1mvRRjOdbIi$=xNOY{KPn3v-Mh`r?X5N!V>IC^cgVB zJR53BS5S*zsb-Wu_aeR<1Z)D+69xfwQ=D%;eV=rz7@l=pjbPC(_LP=rV8zw^Uz17E zct7+o9l4Hsw!e8a`eU+E}+imXZJL z)H_T8w2HStE6c&nt#X4E0J8{Z-1hdvW`hyYuG>D7Tp5-M=|+qcDw*g`@`f;aXqlF7 zADsh|)1-ODUIxwGmGim|HNEBg7fr5bP(U9qoi%i56CV1w`N*^D*_%5r8Sj%D-wi$s z0*;M4B{Ja=aGfP$ZR;@O32@>EH488is zwT^Cs!LmR0aYDPaC~+1BEF86^ zU2Y^|q!bfx=uD_yh02Tpc1Q)&`2F4~Y0)(gG0tRcvu6m!mJ^A2Qc7k&t_x)v-7W~t z3i@1J1%*Q#qd9ay2O=HkJag{6cdQE?SMb|O4Q&bXMNqwI^k#gr%iR%X4mv~#m&TX~ z5Yx)b7XZAEzYrS$bSpJZE|fY-uX)@yX4SMKdnMsPT0NI9*GdBj;M-bnT7fi%MRzs9 zgmV^NhxNj>RURQ{hlIZ4=cmUQGGEsC~%* zt6jpa572LezIC!dU%>7!=Rypx(0sJMgznm9vLV2D`&&1TSCNl*F-NGG8X%mys4c7; z@s^7^&khnN81j*M|8Jzmzo9s1HGD<7nfXbBW;31g8T|C=VHWKeLaK-J)mW!ueeW;x z;3URkuVH#J*XcEq)l{+uoE^4w55AY4BU^8}HBeyr>9!WeZ4eh_tv>sdFy6@;at}_w z*?ghq@M*uM1Fysrv={lbwh5lb-^9ps(6ei>YPnu@HqatG4lKW%6w-y zDsqE5CH>U@tPmS73;jd&*$L# zyKLo?r-ZS}K(qHUMR%8GNV_Em z^3sMIy*uEmlv0#JK|VfZ%*|=^W~OmYe827aj@u>6K>^1Lso1Ki-zP2pYsOc4K?)hF zR1fef*Tx=UrEsBQcNUs_Ex&{2Ps4-Gr+DpJ8DmLMnTIVEVLf6Pq}9gZBMF^g*2jJf zd9MPVVibdYfisQNf@8z3pgtP)&tqf@+(CpsPXjX;| z@?HYbqqj4BK2l$Ae!UsnCSa{aVTTJ*V+rQ}i){u&HK(M7*+mJ(`@xZ#Se}fkPj3^e z9!q0{*}g=|lT0S8g)(odkk8`XDmPk5S%W;{cEoxt&E_x03R4_M`U=Sp7U#l3mg|@{ z7^wH2-$220en))k5Hzj%dbH zD@`i}Mv0klVHoG>5)))g%nP6MK7@4p?5W47XZlajx<(K$+ylJH!4F;AFd1e&EG?2g ze4b|UNt2Y=Gt{c6##>H>XR2N7RBR*1P-dKk_GBoh zGfUc+8+?`sffm6ri5CmreH}r09aWzQTsxCW*Rgi+rxFVOFJ!u#AEYzf=M+(XBV`^6 zo(<(&TLe!?pITGFYpR>mUUI7`HYKx278GROp*5nXtA%jP0*iNKE$kxZZJ$TgDEH_0 z6>zVB;45JPf$Bd}AAms_haQ-nTt`fmZij`L)#lyQ&+pQv81c)O(FG)IwT>TV`2k2M zL#VKG&MneOw{1w{>lUlD;g*7ZuADNAhXuAj3WL_slY={>Xe5zTUj~_ndNKAt(g6mQ zv4q`DHXNs6eHguKsDzW?tluFYNaUfw`s9N$3I;|xaPu95*sb!Mh8F1d?9Br-^-x1zjBQv{Eh@J-@F0& zQk)wm7P+c1*~klQ{phY2H)K&orl+Mvh7YstT8mHk+2AZ2wYBlu+4BTpL6iW^H@BVeE>p zIO37)q)p1A=r*6l3%(>9O1WqOI@qIZ{Rt&o4BULW2(y@=q>fBhTb_q|Fl}-*r^^|` z{j7h2thuHZ88J&qJ1XJ>sNM5lzFJu5l?@WZsgZ;sDw>A8tvS+kc_4xS)5~VL?BqH5 z(c81n*E+eZiJ@;Ma4vE_we@eW7OoC`jxi?FNV_3_FWi*pd7WV`37R6sjbH2SsZHbi z_Nndd*D%IVe>f4Ka2%B;GF@KCoSyEiLyg?IpA!=Ftu#{3+l13W&GNsBXr>USUd zPZa2$hF^8>fc2B4cH4%5K|8+~ov``{UHBW7Y+F?B^;?VU-bA7WtHVMU-w`%#&ZMj| z0aySWl@E44X}m2r!p2xmpd_d6dJc&ZwZ7L7b$7D%vHO^EN3R=GLU0u|2c|9};4M^Z zKw&k)Pfqc6sqVvtF92F=F_oM^>;zbYf$T&Raqm%nnEZ&{UBmA7Ojx3g{(a6u{B=mQ zf976S?|mRnMv}Q>bPZec%hKy|q~4O(>>&?q!_KR6$8K#S?OsFWPVekUiXUk1J+D80 zVz-kzkcD@h5s@#_eyIK0py742F*k_2@)juJJH?LMx0ZJr>Fj{z$(vpK10YWj;Y^kC z={iL=I;lH+4yjfbT>0~=$<{`vGop4PJEQ8D&x(~470sLpS0)Bieu8xUOw+V3$~kZn zh;it%B2}Jg4IcstmfGqv28fvn4|nJ10W@;nH{jySH)rg>kv~)q*!oS>Jy+ zEw{u6w5MM)Hc(6tG9X=z__YM&C$z9~L|_Ks2d)byb}Jq85P9`^t+{&kVIJ1JcWB-| zg8ZzCpvwf*4!M7~HV68?{kq-;bkMzmm!Pzm>$Cn7L=(!h9!fTO_*EPsbJ>V0aexib zS2<{5>RM1fs%#KoA-aJqSmMpOh7p431&U8&WYQ}J=eubx( zr`MnF4U8P^Ce)u}^M2wxl|uR6_JdT(^E-;EYVr^((TW1Pm%IB*jQI02dV~ytoU&+l zUdetu=#C0O-gJx0bAcu}HcIJ!39d^^PhIP!_kI>DO539K%^{?4L)2x1!o6lC^1E~v z@M8PXBHfr9JejDLFmO{B4HPkHg7XPxE-4;uMsa2d+TJO)tBzljdKwJa*$r&6N~^Nu`T!;=^lz z;&D7Z3|+MobUGWO1Sx|$YRBr0Z)Z_Cog6v3Zw*uk%>tCbTJR-eXBCP`rDSE;*Y}{k zofX4QHN~(uoeAnnf_j$+MD! zdnY`uVK=9@WJY8;&qOv9U+QR@+=LYFt4tTF@+#mw`VfGI)6y2Eh}JG`8)riy)`>jC z$N`wi8``x{hwZh{h{?JdKSg1WD?%x#83!7!hGyf49U23yR&3+a`E|zi){!@(kMSv= zlD|9yc;EpdBPk4T0_;3$v&}W+4rTkLd ze!f0%Du%+s&N_zqDaH*sKa_Vm$wzwPOZPH^hYc0 zia#RwObYSl`ZoSUAQ!Jr84N5>5X%}ZPMB%1SeuR6MvCa?_%DNkeJnG9T~0o*vFnt@ z6+`X1TOP5iSudu(`MUSK62`5hg9@Vm7dy2)YtibK{aKHbwgZ~cH?ZL#fZ3p+F^^A^c|uPA9m;-0yLQnIBWA} zENkqRj4S{1t0+dIv&pfFBT@#ONsSFus^^f0eq1xVL1miPZhXEal>#g9$;UAW z%&_*i4Ys>tsWdSv&n;gks2)A;AW~{TpH`gY9Mz~ya8hvw>)KP2Qt)eVhqEyeJxUPa z%uL%}F|!_iRsqI+o}5F4U#bjhitel^wKTITJ#~GKU}v2+vq3Mmmo3jGH`S>3=Iq9_ zTl)%5*AzdBZ*NMyc!ygRFg9<}J#?KbC+Q9)x1NXU4k#=|`01!vOO!N=_1_OdpM67g z2Xh>4pbxrY5dbCNsW{_<#PS1Cy*6qoCKHi6R78WzX|rsoHt_!hpJxR) z(dDh;lT5amqfxs|&Y?^b)&?_INez?Y&|K{`XVcsxz}(fET$)if8eH*Uz|9rB6KMY! z1Q~U~>;bkF7T68!GueE)*ty24%OrX}3J#V&NrT%-NTN}ngu%$!-X+e1LLYyJiFP3p zd<0+&To|P#)FjbHcAUb4XmgP@m$((RfFP%4u^>OYje++njYK6p%ZcCVEx4XaDW1~7_7n1nb|Y^#(RB!AfNg`pUPzb;OBa=oGxi)K~aAzY30}kGZYN0Dz~;nSzrLK zvol5GJ1WPT{`cu$QW@>4wDO9SQ~5eL+G9~=Jx^wY+=6?O4{1XAzcVLo-JkP$l?uQK zw*z)nc{((pqj0)JIv;-}MYNwR$GqM*fr;7=m-jt(y4Dt|zO)&fb5qknHRS2an*?X7 z*~RDE_z#dMzqO(&gi`f(F|=zUW_vwkKldyQX_c*>3nws>?37i7d_QE~=Vl_Z(0|iB zSzXxJ5UCh!W@_)H`OcUp+&D)x9N-NSy^YZ*O#Rk2Bf#7G)?}S9nKyir7c~E|Uj48avZos@1SA>%KWb03JE-JEZww$^P&U>n?f6wZeRKlVs?FPpHBTZ%8HPAlD zfV3&M&gqcjFk3di%6!1b`5Igk4N+63>i}joUO5+Y{rFJuCQYT&8=Z2TiQ^~i`_m$2 z-mw#H2yd7>#x$|9j%}SPq*yOqK8FlgSI1)y)?9;7Y_%8CIpb!uU%A->cI?C2t3#B=zB;(_1LP63J=)e-cI>(3zMvgh(-Wf5TV=Hj^{~kjWhfYMw|v} z72fb{;@f6J{?IG@XQs}7JP(yi_D#MwV9n9Epm21jEf#*_y(6j1&M;I&y&}i|{UYlu z*KGT^Dg}syBwSRe7l=XIE@RV@v%Tf-{|O}_5Wd_%iVhEbI1z;p+fPS}nZ>*~Wed_EOr0!m%IpLZRzuW}hv zTU4wE$i#ed{5#s$HSrW=?URQdSn94Xh}b6wst>y+zCB72I_;6{1=gr;Ye*CrbXfUs z;V0^Z0UA+rI+~9sa-nHe>hmt)q68Y&R~{{no|CH$UE}S^uQHj1TSv<=x{&vF(X%bN zyk!uvxE*lp*bv%#BD@^p`c=_@l*PaPzImUUGo!i(W3={|tr2av(Y`4S8WP{hjmfKX zF5QqC6rB1*8t>lr2^=I9F_#Aih<0{dhw1t@ImLMvaADSyJJMCYHcu_*J-Jr!pCHk6 zY#yV`8w~H#WqhxjfTFe^l=X@O!l3LV$C5$naGNSDv5^FJ^Cw8=;NFJ<+8SBaY87ThGk_dfKNpuMWf|` zmRpc_pQh(~VCGVv0>b1}rWBT#xtvFghB%(y302;$QJM_yZl%V0{s(HjsG0P`kZYh_eM8v#$=s;UD+^1X;eoBdN=v(OvBWMUXW` z6F@i}jWOY&YGyT66qgw!-@O|5`O|^XsQl4J@N5xaK)QH=SRZ6cQwlgqeJ?_*BdbK? zFSUN4RJddtz#FI@6t1ujz>DTwOvM~*y}Yyb9yDryz8LMjqk3AYtQWWo_eeMiNOUir ztV1f8)YpD+d*pEt&XW+sJ5GZ^Yh9m`j5v58tTBERLe}dDj5)H~~KS zmHSt7@A$vHERcU>H+a$%-2BpkEVu0Iee(+`i;FS|(%j5OHgq2i&gB4O{W))<*8aqlmMj`GV^J0lq#?KxSpn|!O)Gnk`$}b8z515m(xNJYHi($ zdLlG<W}sq#ttnRN>|C(k*_14cDQm!0Mhbps?ha;69egyD_d}abyAM{#4BJ^s z8M&yIRX!iyYpZ%_Jb-c{L9}xhd_d;YIG^a%%{M1q_Sls(@#xL4Faov;umh|WyAl!B zS_hl^>hTp1PF7oTnA=mEpi;J=HyPGyvzM`oaQ?nLswwF{V>t`h*N4Hk+Ur#CsfE%+ z6Nm>I0d6!SZSfZ~Ns3aU^#MH53gm5e{O1y6pf6{?ZCJ5f7IW)!o#U`8%y`k+KY88! zbK}@L*z#s%551DIw z=*Qr}F@W=DW|E$g?stlprBl4UgfrGI&#N#IoFPlJ$Y!1p!~;uO_Nh1alNsBOJNk=Z zhi(1`z^0B`h08gQtijZvMWH>8CAbHG8-*7Tn9uZsc7HR~kqGr7$Z}DZmn;>{nk^EY zm4hm_hJqrMUAw=xU?Cr99Lk!ODsgv_{mVhbA;DTgT?_7nB^@Ky=6Y*$UDrUco`>YK zbU9GfN-l?%Uf8hteluc@3(59rdFxv!~A9&YKD%{eVyd9D(tS}s4ya>^mP|0 zFQ?x3H%BkVVh47QvZs=A4#Z=5=^OL8oRKxWTPH~_)Q9e&_CG<+`dINoUSJ&8wl&B6 zKv=kzr@ICk6{o%X=)h0PU(8dp_W4D(s%dqW0~0L}Hlt-V=L;r3rV$_qyxQo%lMcw*%qsn7ic zWu&QcWSROO%{*PWKf-l5Q4al<93@IJ7AevPTOeJ$gu7TBXex42_Qc)cSbLc`h~aEd zxpUM1fad_2Pw(6*IPq|*(KYj3b11F6z553IEuFe5$Nq10Ape?kE^``c#D$I)>SHin z8~0ueNZOrhy>Tise7*#xKWkz{cT$X@_Sv`_NgXX_kD_f)|t zfb~eBCE3sCyOp&z_GYi$^~WFK8*_#PWSvj-E}gS%D@(jX$=ubiuG(1wqxT}FPV;n5 zW|Be7pIr%(V=zeN7w6XIf~?u>Clq!Lc5OoJ0@Or#E3;Zw#sC+B>8Z~Lw+aibmuJGq zYo-;cxY?y7-kxw}lXo6TR_9g3F~%b`Z^);_QW0)iyi(9j_pBJEBbXh#t)y6%K6}y_ai6s!iCzK_c^}ht&xT-D;f7HC z4=4VaY&;Jy9lzua()<>W56gtEhF^p*sz|w53BJF3V)Y!pwY>lFV^XMU!x3L+d;#(6 zcR7ksft-8I@>6fQd`W6_wN?26$~haHeqXD2qRqQ})eehyHS?NV%-N(#QIX`N0VgxS z{Qo)w14k#F_~2VFHEU%BU+`Ci?7pD1E;1e4Cqli2Dq4-H$X|Mo>`)plTB4ba{bXcB z8|pPUs2J{*bkG-U{BPhj?&n>Y0p?D+^?Mr%9YYr8YLcH9Ms3KwLqzYi>-H|u!t~J| zap&a{{76&bvMVxg5Dlai1p2a_t}36eOhlhuIP&8|Wj7_APb52EAYB8__ETTUwV`*r zJfk9}PG(!6;yvc3QTv(oTa9kAR5X%{imuwME}Bsw zI_%M|=^E&DxvN4+R&tqcNace*S7-X+L4F%LtPFA(9mWRJ#6G(QWev?OGW*1#`@-~_ z-%n6!RHxQWt|K6ri#Gjl%y}fN@85R)=y955se?|C+i{o9Y7rS^ob!6&4YgL zSSKO1Top^vzdg25TVh6BY!mg_iR2kB1YH9t5pCX0<`1{3DxGTCSY0_fvesmtnSBCN z!`YTQDHLK&;jvkZJ93h`cC1`Hr4s8KxpeYKcbc;P)cTb7E#l(wH~wSsD&N|4{DYUA5jNw3Uy|EPGj&ww&=+jd zUYRCB`H`9>6`Om|Sd>xEkA2v_zVUk0JZufQW zOXPN%DIF-i-<&J~1rbUf&o;BN40_4Dy_FQ{bcaV$Yw_NO=xUXobsyy1!3W1W_NFiz z%a6BxRx&aMMf4X!ztNGGfA37KROruks9t|N=aRMV<1Cp8oww&DbajBV3S3P%2-&nn z#q%X2)o_uGAfDxv-XM;Nx|dD4B)wr|eq}RCvU@H(>}e5sLIPXt>z5!Ga3`}(IL`hc z{iOY-wu#c-a5{xAp9SJODE5y4E2)Q3edF|%M{lOw(C?dG+!|y`d~X(C^scGmFTZ=@l)R{C3X9FJNF1IyF^BocdB`Db(dA$Mk+dxjo$vM<+IZUMViex!H;b zx?J=+(mNGQE|yS??wZql?LMEa~V`cLm8dJUZ4egAa!A~SUG7K>m+l1dB4Q2KQWORTp zPg(TCiG`Wd({@j#WKq_KTc1MA4!W0v!D~{R8lL&=?RS+fFI#*;rY6VgrDeM70@6p#%t0 z45N{`{}~|k-w&=18#UetTUMvR&01g4k=Ey`+hVSJX1p>96Qar&k%k0wXPk~~oRQ1dg<=SR(JNRdR&PQq z9WlWWt-&2KxD&FmUDGa`h5g{hs6pz&%&*D}=m@|$f3phy@JQ$aU&K*h!3#PtcrZyNUOcjZuk)}>UFhu4L1emM=1r=;1y?zFmLfr2?s|2FT^TpbPUBTf7z=ws^ zMYWkNw8X+#0IA;c*|FXg-3}W&`~|vp!UB0v2GXM^dSVp-u1EE4pB2{KzF8=!*h?Lp zf!E(1^FJt{7AJwpOv9|J=$P<2fr5J!PLHjVho?LYd&*u1>{{(HIa9lG-C|&}HP!_2 zObhBU?#H}KmtCknca8<}Q9r{EunMiNrpxlJeA3?0*LVTYHXr&(I`w)mb<9-9xf{&W(m+p_c zdPg8%P`ej<8YMAUQDPo#Sd-wjX4=nJT-Oa;5p%LAy2gGNvZz1px~2f&O%M?Eyg6qT ziHWz|-*ZIZ(7z4b^=f#Y{k_u!j~zin@e@ zk7xVu=EsL|Z259}+fPVmsRVM+pB53Q*k-*(Yf>S7nb)00y^aHNu1Z zo_BR$;BfI$+`|z6WBsp9j(a3>*1}w=pVF5Azp8zwhS#q_n-^Je zbzf1RalNl-N;;b}SDufrJLaUyhH$APt7-{xBh10eF@P;=5sJ7>zYieXApC&wnii(R zn}FvnbE#C#x%pKgbvYAidpxUW4S}(@<$r)M`qh!TNM38n{ghSm?p*gr{<9TCXu<55 z^j`p|zjeHSdd@T*Z-lGiiIo_`i&T|E6EqpP6Te>}J?uUmC5*221x@?pghl{rH8S@bt$7AHVuxmJd0n>a;I{>5UFi$B7`tW zGfog`hYTY|2=;0!o{sKUg=>kJ(UgZR7?3IZ{Jq%5Vs?5>)B9~TDg=n^%y-#@n+GOr zGX4pmK1^9m<0yFD`U~O;4NdLdMHBDdhWkE>B| zE^$$(gI2lMNP1Mn9t;B(wFE$Rze4G%D7WB0{E-~=QNR9y_;hmcSxvit^SDKKAz!>2 zUrIMMk(J`9GSq5k-i2^!W{Ue3!7<+Z!wVycMQ>V33rINg_TRf9(eS1f*_dBGR4gBku z)&*Y#kls!IHmc z^4sBcu;d@lYCwIp?)lpKI{a3o8;?DmY_EYOelNvuhmt^L|H#VQ!|tAgFW3Ue^`<6R z+{gjy3l{$^S+(E4)qnri0bBkm&hHH-`7bts#5J(gKeWN$>-k%={kcVeQvUW9?*3Nm z|GW`?waNdfYD)cT*K>0hyzhD1+5z|6bnth!bGWMo3;;D}UmpVpZ*>nhPY-toV4TZ?#qa6a`nUpP=s(7} z^J5?r;3;*Zn+|p!_CNx+9o!v%tS`K>qqKH2=7`?(CFzon_82_hl}frx;Apr2ns z>L4=Gb7bd8$;i%;k&}~Afa$?tN=h&jEgdyID-#YgoKC>M9e@$ z!a(%17sLyc^BmD{AJFd~B4QGtyyO&=U@G8-CVCJt5eW$~DapBWq@=*zA;5JIDZ@F& zixM};&Kug2^La5zMx+%|@T)a^V7@z!5s-T59Z3mhVP#|I5WFNLd|5!RY4 z(z5c3$~SKtfmo66-naI^d;9taJ`N5|OioSD%+7s5AW`U*Z{Jtf);F*}_Vy1Bk8sB) zzv@Kf71DrZ{DBw(Ermm|I;@Af9?a#jiXeqh~j4KoYT=BXJn@Z1sgxvS^z_M z`+*SKs?072U9@iq^FtOEiR1N&K(b?^mP1NM>^^4@FnYM* z?k89IyUDLxJbtvi7!L1M@-qc{HJWVaUs}S8V4ISQv!&Lg8l98k1XCPWB6|2)l!NJl zrg0(5RLXWbu}0I6(uy+om>6WojLjms&`M8(>`1zlLagtbH^-9|d^hO7JZegE;Y=gw zex8MuQP|wK-O#+-JD;w}l<1yio-WON!UB=%J6Qoj07t@YfFYsJloG4oBg?^ElY5xK znnv|L((F^xmxq)l?1O7;JR$O%R%uugqZvH=TY9jH|crZPY{2-u2j#%Ofab3Ok{B}>K?`CuQ;?7S{1=7~@ z9l|f88ll_Pwc(5x9p5@gJ^%cG0zX%Sl!_Z&ctl-5#yv3dDquj#o)=J|Kk-lpN-GO6 z^n^D6re)Z6(MC(F%v#%|I|pS?<~-;^)D%6Ge{+q_Wee~+a&^t$+bjjx!~lje)cSY% zD|$ig`z0l9bJhOm8O+OM*W06cT0#dFbZ!$SE#ackY;kwkRF!1m+fn}4WA27Nv9#9a z1~C0VEFtu{s5(tk9Bet3Up0_Nga@5)V85k)625i7y4Z+^eERV%xqm#Mq9teYT7b0(v*526f^HZV3 z`OwxBYn8hkvC>zgeI?Y0>mOh~nelXJlHcaqv%aBZFFc-Xj<7-m=FMXbOLUB?O11)P zn3teY$dszGn~x?-^lk~VJ7|2lu$&P+_;K0yy1;%dqti-^X@b4eH%*a`@N?SBk%}BM zDSVlJLEi66MD{mDCj;0um`wT${~190f6o0M@>gfBu|YaU+x$A;V*R|LFao48-Ji+S|r~E!Cx-qw51*Ta0nG-dKATe z#<^9`TL_1Ir?4(}*$Yt#lumX*pqw~I-oCrf!Fo(<7$E{(#-?QMdg5l`Kb)Omh*u0n z!k2_R7ArnqGjMoASHRzO$8~VT73ExBNu@RI9{4`_!A(XZ|B%ECoSjcyPAZzvo(}(7gq(@U_ z-dt1NV69l;!q95nLNWzEJ8qRz|cce_x zRk*N1F-`f@3yE$4`gxx+%cXH@G5+xDqg_yf83yLU)wx)*d6kCggZ$gW_C@zqU3TsE+0{kz#zeio;{3 zqG}oI_z$L(!kaXP%TvaQr=m3~JGvI9&fD&G{W!;@qFPN&qaX4Y2r^dh{N;Oot@a&` zKxz!qr+Pf2cV?2X!yt*o@Q9*0^5IuLuVC#YV_ZMHR;Em4MXB_eX>Y}<@Y7J=4tx}% z=N#Y>Op)^$#Tln_LFo>+4i7p3P$wt*n03B)B29nX+5y_Uk){B~*gJ)f>$Q3oM^c4pqv^u5)3ri_L4 z%1MW{^N4SJ^<($l?-FK+Q6FK;zKcokNoGk}_^M{dAXJ5s;-oqC24GebcukJ`Mqiig5}$_;%6Bh9;(Yg&Y#8qDm8&&Ye3sQg5b|!eBP1%3 z@?V5p^OeTU6%JDa3peiGcVXDd3?%ig?RcT@8Fn&2%5Z;rtN)hst*h&KjrPUwi|P$E znAQI+W#@mT2>qXH|FYs(Ssa-k5sgbUov|YuRV--nICjy(UL))l>@KBtY+?quBm@jz z4=@TFYp{XIK}2(=IXF%f?F-tdb6HK7oASn41Z+7KK8D-yKI5VXkwdIjXoCmB=&#B= z%7bg$(LRUU=_KjM?-Dlh?-cuOM*P4fT@`1K^U8T+?bqIxuV_J+&^PPiG8i&*cDpWt zHXXWaB)qXK?Q*MLo==7}nD0xj*J66m5SI9y_ztssF+jc=(8If`1*b1_3dvdPWA@t0*~1( z0h4J81^>GWQFItFOk=j4*9&a^pyP8^HFef`Sv!Y8fy>t=UNu~|Dr2Xa=uF0t_nwjW z>vNa14LVjyvdH?RSb(V>+ro)5*5>Z|hl?VL5~3|-9jkO1z&VdU?*M_L#Q zg}WB+?(P!Y-Kx++GdJJ#*YjrPb+37A`s+3GR{ufWT9;ca)~);doqhJ%=j`aM6ftrV z#{p1py&g1|>j9%v5rHXZ#YXuGT16rU^`296nS;RU8~yZmT!Rh5 zzq_$4kVeRLszk4j2lrh1fjjY1_-%hjpVwsz^#(Z9-Gpx1#2PEIn?znDoAR3}SY{4Q z@HQPQtKLz^^_fzortd`GxAuu{YkKo#O66`_zr}8`S9gkW<#k_QJ`r{>LHcphXLRl$ zwC1)aXw{P0XU|@f-{+&QE81<%X}0i$n7q>anR&{s`O&y<{88%%L$mqq8)4LuAHB;h zoKc+m2#5*SUT1=_>w(d?9vLK(sR+9k`Uxsq$q(cgv0p!p^1oF8y@*dD zrA0Bhy%<ML3nsVk&C`99wSn6cLIV7S6Z)~w!SADkNZ&~kZ8hOIq()s;)Nc8 zrjq^$>J104x{CeP^rk|%ya4GA${Z1J(j7}~wi662)U)!)01 zOf&}Qa6xu76cn}mAP}_#LZL@UCj4T$d7^AmrAAj)?ujy&ozH(%-WgCO%Wx8(g|I_sDCXMF=t9)vcJ!!GNVAmXvwB>ol3L@DCSy)=qCG2 zH{XXZzoW2vlZ_`|(C#r!ko2_DNCK&$a|Wm5W89lNUpDQuF%pO7N@i3I)$TkP}yd{&)mXLzARyaJ4o zgi0AdtV-UCD>v=9Xo)cZ5Kr)R+ZxGSCMIm_=Y{?EnpB~&E`Fz_CEfmHzOgOoQQ7*z zHKghwi6t&|7><+B+^D)%wukt7+f{EwHuB+!%xZ2CGz|0~t}m#3OfkE!KbX6>c&e%eiqs@IOc1>xkxw^IXn z>C#>wHd>J>N!XYhFF_cgp)XWFrvE%=?ZIp9mh5UZbcKS7a$Hp~!MAZO%nk=tq7Nf> znq&G*JE|rcp7gk~+Qm6PL^j~)%E)QrJMx2dZ4>&^+xPqwOyO*)(ZkFW=h)KxpiCv0 zQ1qFI*$Un^HVwaVwUyR;Y0jSMb`|*U8<`nXU<7tUFDj~7qI5XRqKe8qRb#jwAT0dw ze|s?W9&zAqRqI$+jT7w6P;QHq7X}l<8C$4oh=>S0j1JNgOr~BX_C3q`rtAa5P{0f2 z!q$t^b^|q7W?C9#NqznNzJZkj1_?f^ILRPph}MJ#vNXYPyC1weCVDK9b9drOwC6_! z^vl^Q`k0k)i-Nk3>E<$JC}tDI&TEs{7e3s2_f6f1k)=8Zv#=VUkDZ~GBBXJv5KbMO zLB^|pK)#f#vw(+y7Q8HRQ;}@q;&uJ})mL1iZaqr$b>|?hnECZ+L)}YZk1xdV_ib*x znBqv`$6pe5wra)F>Q2rERUSPBeHWesV5nj1AG%6sDn6K4=q8Iei)QVj1K&||0P|?T zbGJ~M`!;T$d|Jq+0BwF&o{FmGXG=Mq^w&NT2$@oZJZ`OC{Y>>z?Y`}X5#395PD_H+ z;_HTIGDD+F0X{3OcTgroJ}g;j?wI3J5p%I0j%;R7$lhOO$dcL~gp5ayVmrjAeGL_= zMP0cRuU{+vQd=&j3!s$|fp;x^>*C+$G$xW2Asc5MPa$Xtt0c zl50G8Kk5fNAwJ=2wBKo|);j}PaTsY#0Ov|loEb%Ch?GhUHg+}8b^A7 zf+W5SXMMN0R|G&Ck zEn7NHN_HmocL?D5CbtL5urz$n*Z4r*o)U8OS#O?rkc+EmsA24bsT1e)rQl|+tJpJG zktJv8%vtflGXcu?wBz2l>Fw^XufH`b8)q@ek&iVVqnMaD#x~t$=eLO<>-EOTpNs8s ztV4ii+Szj*C+POVN{jtg+ZwyfTbS^Y{>tkz_Lotwu?VEqJt1kHXi@2@7KZo2b)3Mk z+e8ZFvr%MJ(FT(Cd+bkbQ8h_E#qHT1zFA^j2*1$tYog-3`}Yp(uEM;`ayQ4L=p>Ja zRG!y_3<^d@EDl?lM+`3>nHYTUpa+YPw5rSlGLbLf#mYViYw;kz{-;NjwY57-f@G4R{kf*&tMJ`dtMY&Ql9CNBCNOXzn=7S@1J;5exSP&TM31UhNF)({4x=KgM&M zvfavv$BbujNLMWW^BbCV-h2JI^x0 zbXn>Ufv`n=m`N#px4+F4j{M4EHla$B#dF*>ObqzG&o4HXNtJ68ET0?qsfdqLZtJ`yhWWPWKl3J!Yd7gs9VvH=H|xt~x~i zvSD29AX%5@a`1*Y##vK^Z+2`~!{VI3H<_~&AU)%O#5V!EyjGU`KQ_Go#?qt8T{}f2 zAuz3fi&@H#IEHT7=?93V(>z#9wu_TrDl%+oCN9^AYMl zxVtPyImfe#zb{v4QK#T)GCC1PB)>jKs)`O^untOeQS?$~gqq~6D<$Rwhl}_8(TNta zk78sO&9Tu$GL5N{MBl5H-FAOUo1Gvmagz5}*O-}#_e`yV=x94GDv1o3VjtV%JX8#( z9V^n}CmzwF6^KYJ*+@^+)!l$;%Jzg;lYKnT3p}=fUa3M-6#Nbp_d=HHLx7w5@sv<2 z;c;AyTM?~GF>3(=SQdQv@>OkHqTQ)|>%Kja!rvnZ^E_3q$kE9}$qL`ed<6Wmp{8Z- zlBHA#w`yM5nYCQ9oFSQ9khw_)859`UV?H6}bLZ|ZB7Fj&FdEEj1&*(}D14~o328g) z$*61n9}9cAiUg2F0wi6xQecg@-0dm5_jFX`wM{WQ+v3iSefQNLxxA42U)HagQx^A( zT50B^kH%XX>iJO@ZtYYRE8!>do6fEVu8T2FFu<;=L_-EvtFS3D<-_nUjMDorJ5WqE zDy`>Rc`Obcvn7gpsLW~{DI(s8yR5W~lG|}UY=XHBem_&5wP0$w^2;~F!oLh>w)X>y z6k z5D!69gHU)qgU7MVv(wj3TqMP|D(GpKzYtk__LNj4Ex>u8bg%RAT&ypItA6HJpBCa} z&E53{Ab>X}?_GKM*i(tWP)UAM|JIYSWtBQ(%wHcLEJNE|$rHyd5~aY+IY4(wHxsFP zYpe8VJ(QJasiZU!AkdDy2O`p}Dim|`B;BzWnZnzxe$m<7blZlYd=k!BAfl$#)wnzw z>cdbcoNa^gnPEG|UvkgemkYOi|2nC$_eU~bG}nSFP04oz5$!ou;yUjHf}@)wYqi9= ze|3H`eWi@wR$x8gz6x-;!kkT1(lW2O^x;oy##S!Ya?jXeSEx*?j^(8^GbSw zI_WfmgqAVJ>^v$hBZ|02e$p~zIJq&)(@?S_?EWeH7$qC$i}~5@bCzy9qc|X?dTmhI z-9zaN!E=xy)CgsnGNz&*09rgMC@zvucI)B~+J=V4qrw?WqEr6$WH9t2f?&-J&hc$d zb^0ixktpo*j{30LFlh0G3d9aah8BcM;`l2cO;w(y@Z)z#g37Tt$~{>cAuK^nU+R_B zLO9)=(U4DYT@?w-3)a(zbc z*U#*;q!*^Dl6a*9G`^F4aY9o%1Zw)-kZ+cU;)Nnp!rHOO5Fub+>t2<=Y}w3oDN>ONE+~*^kFMBuh*#(*A{zNQ#SN0l z$O7Byi5X1KzzN)~SgSXEloVkt?k{5^>1Xh-y zLjj&^co@`l69$Bi+_|;A)5W7{i`2dohV=L1h`LgQ(o0K+wuQz|y}#|~Kfysw?|Sc# z4V%tlWQKaV6uoUjd!td7b?K%Kxaa%lhY1$?4LtkkkvT*?7)rfdDqMDI+%82iJ-#X0 z8@El{(@a(0{aPFlY0|Suu{1Z9KNr7+8)JHX8Ku$rSuDa<9k(F_F)VFmou96lWMfh(Hy z&w_)@%#)GY^@;{u%xaOcz>&Kao*$hL7`;$NxcM80`rUAHI=>de2{3NO@kGvJ34^|e zz34)?9W5RQrFc2-HBWZ+3U zg`&kFfgQNhAX>y^t;CSWVj1ZcKQBlEi_!kr!9}$>8xV3c{<{e6zlYxbzy3R_pRhK? zH^23*o--~xEYi|TzbkW+xL}CzuhI}>IJoc1eftFANU0dt{u|7s5SM5*|&i= zGi#(Wixg{5WJQs^j6pa{n`PGV`AGP~MMURSZyv#*!9)Hu> zO7B|Dn7Mry1Tl6)qg|Y=I84o}HgEs@=JL%9C3DfFgcPAF=Rg1Hf64KVcI_mZI1&c% z%xn?YZ?Fa^jnNHqZ*DGWi1gDkWt4(9y>8vtIHHeveTe}hlP|4csOgJjoHI~;nBSg0 z(mC@Q(ZRcuft!lOzyu9NcXKdyuBiLp&M)Yvi+^T!&u~c)GBR+#w4{{fx)j6!_$l6P&Cb!JrtHz;&{R=(8EPq4Vrtxb z17EkKafGwF4z&RHVm0F%jP0eTl)~v&*BofT?BVM#w!NhrcSCyf+4|xOwYd=bAn40S zI7$p@xtP&e5K^uJmTLCGP?N~*??#uTYv0&yF(iaC6j3CbUmvc>BJZ-oenPw5@lngf zB&huag&(kqmhHI4`YD113;lpgfiL6J|4o&PzNH=wR5vVv`N1@L`9p93#*=z~Y9Dtl zDYoR`mvKzU5mstNX-GC-!UEUJ>&%6vQkW_yEhm0@ zPNq6vayhFZclAEXRl1f1(a7F^+2G>~^#JB;H=iBz$Z8W-h4^Xt#O3~uX!s~`#DyOe ztg2zaH7F|9Nv_?1UxsCTO0^5;wQ8+Gd#7&6II?2ktK8gfMEfPHP|E8s@naxkB&j}W zbIH>){kEP&=S3*EZT&SdhyytEwO!oRT!sv>*5%kDCO|^>_8yb zt(5)nc6zgWt#E_aOKdkn1)Nxlu$oeRtq#EP`o~+wuIJ84lw)AuyE&|4%NHs7zwC?$ zDL$(YNT$tSuE7mCz7G`}xmv+b+DdVe2?C2lXNt>qeBIhG*JEqGH+1gM1sn6pJpF+W z=x(X+A$*H2cZa1n=k(fFn|TwE-Btg6{e;AwXyvbrclx8rrta4ax4*YUEFF@; zjMH=xZ=NV~>|A~%e9V}oSN3+ePL5ydCls0FiFlDgx3zg*z)arMu=V-S+v~jeex$8s z3D{_41pXF~v}D%&Q4bz@rdP&fB0*v9BaWObgpv?D8iF`!5Ga1^lWcokklwFv8MR?M zX_^=mj)i7!3?PsoUE0i*c^5SXN3aOJeI9pCoy~~obYUu##aLiq52SIN+R#onr$iQ7 zo76<>BT8+}<|dQ$*RJ&sXnNugDB%z2aS^Pu84WsIdFEmZUM8EAo~K;GZDp{{*c8F@ zg0-7l_P!nQ%~V;EAOakt^}FLbm=ofF4!6eGAaoHt8LQJYR7i4Dwy^n^VDL$32cgzv z8=e^2?}N%;W0-QN$xcq-*|#h2BlHAOO!@-!0?^mrVhupkn`JVr(#WP4m1mDuCXZgV z_Pz{e+LL6WiOLS1#-AoTw;E4nIAz1ZOfXe;W(Oeuhadnq;W{A%{jZ=HzsxM^bd~yv zlt(IB9kk6G%s?=KE1q;xRV*;3|eO#Y^R`vfg9hr9`pScV5L=dp= z<)-mCLQIH3GeUch)U<8iS?7s<(71g@b&LFBa_jW=-YTnXQkd&jY?Vkp{!Ufl)V$zu zPI^eHwO$8BnSxySZa0Wp}E z3GSWk(9kH5pER6Fk3E4Y8kcCFL}oPC_?Y04I(KxSW$rn6679CWf!SaAuzBZV(ADby z{LH{ca!FMr&N-LnIJ{3*x)bkGrSqZR3G1~|U$2MJYT>PU_?04>`gfhFSIu8+mt){b zK+>AAd47v$ohvY->7AZoRG}@#kh7;1&8A*$eGWF50%p#8m=ZN?vc2T7wOtGT?n$VC zH!5G)-*GQ-&#CP?Jd^tKW`_Y+gw66}VY9&xVC_fzBPsY7@tU}r2!D9G&bX$4the4XH(shb$y4g0QT5qTvla{Cip8w6b5yq>qM_oTHFjJPlf8&Xm#IRDG%zP zR?#O$HE`b;Fp=1@MgD~JKCL+HHNA3Wu6J(8aapz{wzH6qQBhiB2ej?Ki??nGhyhS_&`1t985#nbWUglW)Sm&3r#_Gv@kWK({}L zomZ#(C_U1VXuECgBFBLF!ICyX)5ZY{Bujc494%=`>7za^qT{*o@=W+j)lV4mv2cfn=Bq<7wKD`x2H!r&LiOOg z?Zy4(Y3Chhxg$-SMn>E=ac^XAR0g_mwC{UlLC-3n`1L`0)?uF-!q(GXGtoIQX-cC3 zmcb}gGuw<~*s9!d^Q$K>SYhX?*5)@;@@!ofRw>OjlWH! zJi250JpB!0W87!XBp4z*|wlPE$F3)L)-G{@dZ&;uJnR(*J8AQZ_@hbbZ6hGHr661 z;fHbD$?5}N%?0vQdRsd+A5~+gt%$YVx>lCXKGTbvDWDxIKe=!!$td%kMg`AIIxSes zR&N|m#xmpl`3frAZ(&$R=Z^b=HAXnK*J zLX(ekvr01wRz!scID^*pd#)87_56rW=McRt3mpT{5n393;2Lg8PUEB?SDtJM|yx>u}Tl+!B*=|N!h=p|FyiF$WbBtu}CPcI{-~0PKFLANBvCx zszM)LbK;eJw7b?l<7z1)=fiECuTZ&+Sp zP0wCPoml85Y@_v#Pxg84n8fOs#vQ0fbTXcMl#xAs<#529vh9BUcdP7O*SXz^%(t$^ zH7(JR@U)q~q1QjA!*5X5up#(L0vHpHXT{6yb6e(m-WhFA7(OutRLz@I9z3A{Z8}2TP!~t#d54Y_OeN?Cz9(SMYg~L0Ie5 zi6lBXwE=X~;u-%XRYqugDCF~Z z8}(WNl*%=8n0Ra%R}0oU|9y}Daq{DsuIjACwTBhe6n9p-+vC=}@kZ(BvRLn&na_Z( z;{1NKG0FAntyapMHyrG-u&We6y^`74Q$d{qh%0Ov2ea_eG5xB(5f{JU7X*c!&_>DwnR?@@3ID) zx)jmlCQtw7kN_^<8G*I*%#N`d4-IPrT`jTD$Tx#&T)fGPhT&6Zf0e|6@Q#1Aqy?M` z;}f2lvA1WvRA}O@Jsax4AZK9kLkZZz1KG{rRHDCX?rqUq)4J~kW^0E&PM5Lvmh7!> z3)zk68Kwww&X~)8$wxCQy-9zo<54s#pi>i8dNd)!J-AMLv6c4JrDm-S*q*i|r-4r= zKSs)*r-OWy=b9;E7uxqdbBdqa?Cv#u(lf?Uhfr$_5mcuf_MclN7We~|#bf^_=WK@I zeBJ2Naqzl4hq63gTyo^Uv`% z@PE0`@tO}2D>xD_wVRMr3)iez)#LBgOcySgI-5EZ)M>`f6<_i$c#Oh5CsMqBN(Nc9 z;_CG_6Zr#r#ZsFUDvz7#Fj_IbkbN`%XpRfaw5@GGyZ5qIjFzN@o{fA$d~Z)ls$Rde zwibQ&G3{ewcrw-)(l-=WQN)N>4H5en-3n`=vPXelaD^cZH;tG2E1#Fkb7jx00SeAS z_xMpa^^aWIG2I|ELEiXmgzjiJT`gJ2;X8zF)_aR33g>IbQ8e0guUog~UBD01fS@Oi zyvg|?vGBan+an<-r*>nKf&5p}O(m{Kd;rUfP?uFvw#W67DV$O!BbtRrL-z~wbl$+R z!A+`-A2zv^eCfUQ;v@+39zWz%TYK{cJywonXG_*}v(N3dJ)Kwcfl-94IY|*;Gy0d3Xh%1!-cxvuV^~2VTy5ok- z=&QsG`B{Mof2n_`B=D{2iPR}hqJE@?8h-HJjY5=F>5jXW63^J#8--;EJcHLBf4LIh zB|4JC2g?bZ4TudN-j1p48W8fE=^$A{4H zF5!%+h;Sy&IGSNlaTKGbh5pU7BH>Q=OEer7PQsL6{8@T zmrU!dZQIOs6*eJ$$?^xZ4RqtxXeq2IN2Vx$tC3@M^|q+yV+51tH))3Tqf}NUehfv9 zfO)yLi;)9UcYWjETyJNs1I%N!K=HmwgCvfj0ss8};NxgbDUY%UtP_fw&cK7HV zoXu6*-;Y(W`Y2~u@pCR(-tHv2I=^<4e7a?K92g&hCd%cHtUCicy?Wi0zmhFw>`U3r zS{BzH;a1-9RL46?5G@#-zt;AB1)!ng?Kc%zhDNx_iPtk09dZ~KxE!F@O3vq$-6sMa zdtU|R9^u-19Y#f;3cZu=qH4x|{*J$o_Bj`r>+LAg zw)|EF1Mj|zx)Q{!l-|h{eMDD&xBHO;rU{fIf>LI__hHypEXx4p2(}0Tpd68!j~yjT zbb70CPnP$~*4JV&BNZ7+6MKMzL5fBb)lGJ(_w93ikTyH5oKfO4C+Pz~z~7;Yi-PAE z4i~5N!Kg@C*g5ayma}yVYv8$2LTnpV+v<>P;~-Q2D5ncNi;@{NYar-hte2m?`2&hw zH`5WHRdq<}i}aDNkJ{}cEACuOH25rn|Mk6w(O9M`%g<75XX$Admg~w{*8HkQ{rk8w z{%5fb%F_D5UrEs@$i@nD6@GW}+|jjeSWaDi{CHFX+>!r$3QBM$tdfU}emd}NY#C-! zAKg=Z-04Tx?aM=IY_=6#Yz&G*g5fiEVWf~TfG5nv8LXq!j+pw7yBXs|HX- z#@SyI=-=kbxHjY4WXU0=n1d#kwqIEEdsdY1ZZn z5YLbJgB{V0=qnO&WHh&X#ZNQA2JX(h+g)R>vB`k{)ATumM9c@D;U1E8q zMHYF)m-MlE?s@IB)PeE^<-p!kQ*Z+FltW=fqLo7-8rd((x#(6J8K@;-0ANBOY5P+1 z=ME-mxf3B093rRY9(K*}^;pIw7aGOQFvi793-^Bf{sPAv~hy zD&sXMEfc5az)JFg^YK3mt_hXa4@?w9qX@tLD-flmN#eBJ)HpLG!SJ=mXKd$q{hst? z7^V8Blf4X+TbKVL(aBVJ@ehg4w1zjruU`jDjZ6|cPS+3+C7Rs@p(O>nS^it2WYg3s8`QB9Ub znfcYEW%1`gM!J#6-24Oj?)SVA zHqul3)1UWvc({NzYJSdQRN?u$v_KyUB(_iW)vt}yu2sC{#h$W#f@;eqliQFlYIHiJ zB2SLE0|cmkZl=6$LU3%bGIvFc7}}yVbI?LW52YtKN9<;NUoZPfc_2H-&$Wm&%n?!X2jpQKZR5v#{IU1E4+y41>b|z@ zue$^uZv@&D$5_kh^pVogc^2CcH~yt=D}u0*v`|-5$9!U0GuB7~zT+I6j5J4mjnfw# z2!Cdmt=#Y(1LNCtosga`@ucfdx_H0qF#<~Z@g7n?6!k)eJX;$~9p$hc4I zCo*Fof2SpTZP{iV8?Yl7Tj_Q2sol##W>a-Sf2Q2Us#sp!4QSMsW#$ zDw85AII|3^n~L<;2buc7`$MVipWie;KtM8n*|DeX(9~Yj8QA_PZi;yL%cX)n2I>>pOhht1WmO5(}$Rk8kv# z|A)EY3GnA`MH?qE=AMz2l9%Gze?T2#t#z$%XT3g=SL8#Ugd$G8#;&fkG(q_>GG6hI z jS>1ERwI~yr0Xe$KH7wRngEtv+^ljMsi6KgE+{6$j>N_R9h%ch zb+0oaqQ5h{hRvb|`ivEpY?9MDULn|fwe6>mJO&DoJ;?_1^6XgtQXR9S?%BBLWty6hE|O*Ls*NeUNg~K&efd@-M9m`2$*cYYk2EA9i`L zN8R(R9D9w?Wj!r=EA)n^PR>Tl5 zi!7DtS3|xZczG2VBbVRFe|o+ILXHwx1Ui6i1qN=-!aK{Ti2Uda6XiJz8(>o1T#L$d zFYuey-uF=PtCmFIpwpb8ixvsp@%M`3-1Bbip1bN1P|nlxyG6YE5uIH8>FfHt$c}QM z&#ks_p!|aE-2qsa>?NnDmOnYe`JVLBy>MHu{ZhZ2JPgWSOYBm!Oy#OCQh3-XAkUc9 zpyZJCKc(mF)JGha+$%J^s1*M?mBcM_YuXvL6V>w_f9$vk6X`95`b(xJDgChN2%@bc z2X!s;_4H7$zHiNPMSDrkI#TX=RV8EG_3t#UD07%Zecx{U+%yE5m|=mIyeyo&-}-KC z3%MlkMU{}i+8o2EN{(qY;6b0}+3|E+p3U;ee`R1$k@WYa=}2A+588O zQNOjt^gcU(vfff^d;q}|{sGNRx80JK9Q5i{Z97gmcTXqOIr;zP^P~Q+t%JyuelJ#} z8^tmSP*F*Jb_6z`0j3M{*p83P(84LBIaN5o~0Hc;dy0G+DAOHY852w46$urP4{nz?yXOmh2>>G zByK43T?}o@5Dx8#E&q;y-G2gn1w{ofb{gR754ogWjb;KryyaD+UB z`JaEte1tvgj<`Dqv%lMdY|N(k?#9LoG6>Y?RwA+UKu|g(R^>a4k9^U| ziM<{uTfX#b>EwH9oD~H7{4dR)*3AzO)}a$dRJ>IlI%g*_agNx+6O|YEp)p}G_Acoa z5zm3kw2G9=FNk?hG>H_@;fJxbB*VpC=#a<4I6(eA4GWl3O(Ps7jRRuXA%eHK`;#=A zv~t3&N6cw!<1JbhGd>N~yIS(acNnjNjKbg5rvf$}YTMpl3xmp0Th@hYeTt`v!Z% zrZTamWf8fy?WPW)ge|ECgC%{~XFU-PAIGWqR7KU>SxOCC)1S{h@q~&U>j|nqU5v^o z)$CHC#L~hIf@KGb6xikZ=t+^Gg4i z*IT0T(9{ldqslS)MAZk0l0hN3_+c{`^@?9n@_ASo|k(B7-Smzxk0f2aU2Cwob}!+3Sw6ho|ykLNB_9qpyz0p8KBm& zdn5$GT01CFj*uHx->s+egAH=tX5hK45#*V`1MdC5 zJ8<~_^?5a2J!MZ<>{1BVn6q$+qttU^PfB3sJw==x2+2@l-|)$CK1?)+EaDHy2>vWC z?1aH^6$SkE+q1y&h#2LOG}#_o=`V+d@tKh}?-}RE3a5OS5SE#HUQ|B|4HhJQOBKkL ze*H`+|5mQ4Aw^fP@V0ByO>XN6p}oh{21lp}ZKJ5t^+*c|ux4tW$hCzQ^ka1)pX0|u z%mA`-w|g4)5CF^na-sn4AgOC;Q5!~*Uj8O?U%i<`?VfSddODU&Fy!pWdd<~5HQ2Ki zC(SzAy%ncS7r)Yi`J-Tct}3TSWIqN~^%uE`EqYR|0OcQAcpWnRSFN?4@JLI`EGxi(+WM+2d3`P{y%YRq z>hj~{!%qtONog)H@p|v_AW2|9%BEAHC<~duO`-Q4x#mzN<4Rh@X{*S+;PU3>^?ptwC30GNY zjO==1!xpk3t`)KK{@gX6R_u+t=43Tjp2Wg|EG=ztzbLcgG?5^ajG3n4H`h;_Y!hH$ zGy}mnkX!seo{jMzy7qdJ#kIOBXo0KeWu&p{vMe&Pc%p|?V$<>puzh|!m#rwY3y2R) zA8qN=O;PZrdi2nE?U-lwOG>{7jdw4RB$T>;wY&t{D2i7tRmG zDA0szV9{bml`-r>yG|R0%i1HjUx@Yk>7z7SS*U-Yztj=4!!1;~@wF7e7S=<=El<}j z$0dDqtVjR7_DJKW(NtpPgoy9Z;#Yh1?kZW{El>87pUPbR>H~}ReBY^9J{l(P+3YVL zxCU#ZFyla5YzNTk9DDXJuc-hv8|3xKoy1omWO4>UMT`TVJwP}+>8`e-Imb_zxH`Cu zU7RvCNl8i3(!RC`ujyNu&YCjjX=rQcN4*t3L%I;4j=3ny-pGq-1Qy0?*=zlIzeg^< zAVObw{Gy!_nrb#w{;X)nDvjmfM92bq;90{>q)c!`Hl^sRj0{M8W<+WJiNOomc7O(O zrsHjo{IK9YIvbz?92goRfz~1exT{=;hzT90DCY1rwm`_LKlW6ZT9PsS-VHiEM{V!F zYY=%ZH)?^{-DI!Zu;n}bP+MC!#d8;w*_>zgBk#>ba{p6p2!v4pWKLeSed#Pa#lagX zzp6aNwz6}!UMut5mEi`2D#s9j#1OuENMzE$Zhc%N=d_eBW71_tdu=0U4zgXo_0n-Kp+!-u$7QA4#|J;wgrOyET{4c1ky2 z`}O6j+MtP~xDA1b7ANxTq=S zyYMWy%gl-6GRrpqi z6(3uTWOqzYvEf!ir}ZZ6CZ!z5tqzu3nZed|8>Rx z^IrdtImWGE*x9`bT3|@=)TVRn&Hecs0s?Ktd4EK!cpL>|De7s)cPDT1Ex2R?9U>)_ z%5`**GrlJ|j?+Q7gA#}SR+JJ(u-@3ubgoGoM}vgs&kDX!JYYd@hz_Xm#xr1JUtJ!k zX6j_D@ihIUuSJ^H;v*`IBj6CN0e_-qH6V>}kF>Ynu$@)$&(?K}UMdu@3%KvD`gF!` zT;nwp*JbpOuJyp(m$kw|a4aNqYq;Zhp(5qUQ2rP9`I_E|T0cK%!(rP<_w*HWuX-*L zGE{&x2Yrhif}BR^ix%}bF^g>p=dwNIi8~|_P^4d_9^w( zpAso~$eLmI8Ci87@~!U`9Qy^?jcmQQeVktKskFF7%_>QgYCc=6jB_WB)kuiqjCeo4 zTYoRA^LUM(4ph&uZ>ZjjJ4ZSKkb3U*Ia302s3sR;iu|cDKyI@h&3-d{FF%)WtZhJRrjk|4y}6D9I%R!dddpdM__2IyuKhMg7nya!?z!M|yKNl>CtpIXpV>s8 zx(Wn|_8%$7p(P?r#k%^^Sv%_{_!$n)3GKW2uWNHlXQE5i>x5v%U)68oBU%ovsVo+T zW>&1eXN?XiF-r~Ku#TLd4G}Ws&{HZ%dcpNTc9aD$ zXTT(E8kjTi6)gz;gk@WIu^z735YvXUkaUdS2K%2`yFhpZOAR+{txY?(tev%)VYD=QA@O+Wn~ zEo$K)mi^WFu}=SaDzbR}=I^#A`H#g;>v2oIOQsU!QF=iVPq@L{u;`BHO>rU_lx#B7 zy!lg-VxyQh55H+i%(h%9P-z8ve8a#|sFADH{ABk{BaP!Ge8NxYW0eCYih0BRgG40OnY68idJv?wxbu#+W+;><5g=%TX*Z;DI>2CegH?_KYsIib02 zlg-?BT>e8CuT%P#3Zf1SyLK@6$KRX?-A@@R-mAyo;jUpvB^S!Dx>qjFYkzrL@?0JL zh-5eKm1At0$2y>To#HZepQsJu zl4Cj67H)L};+`Qgp&tLi`gOB_q_?Zff}r3i-#Zt9-QwSV{D$p~8edbJ z_&LNE_=3dLHB1L~Y3b`XA=L8lgDDQEh}2WnyzRAOr5Yl^6QTn!GGeG~PYX})(5baF z_vDGP@J@ZClatE8O_Y+u&HCG?UUNwk;4jSbznXQHF$Qtq=8LV^aI@G=Y~E8B;b7)& z74yjH;?7|%qR=%@Qk3FP5V93$Fe`^$^|`B`XH172C5uM>^V^}GKb{!V zVH#JBHE9wSCHDx&mACJFj5#CSXFuE44hfOXz^Eq;aF0aIiKt$Z@Pqs&${-*MqfPkt z(whGf=U4z~ws|Vro#6(GR$Nc(+=s9-l4{}cem`~6z0x>+s#|Te_^!S$!Fmhq zOMjIWPA%hLW&jR`!~EVet4&%+>{P)Gam%l(w3)}5jZ$s}nZV78S}wk>WH~xJjfTx_ z*?tnVoiRr+w?2pz8<-CRux*2M*gicHmIlDL&T*!a=)MGoIe;!Gu3R6 zxw0ajY-{U_^1re7)=_bNTe@iB5`qPH4Fq?0f(J-&C%C&6?ruR72=4Cg?(Xgc_u!JZ zbIz~3Uw5C|x9{uo#<+ikF?Ll^viFj2uQk`2-~8rO8^TgJS*$HLAJkM^@13vFbM}Un z*NmoTkrbWrWhUAgJ&A~-`K?t4T9iF3cex_m*+hz9X*4N;v=YW z=12>XXNHw%V67hkyCek@O(*V-E(^X5wF$~CTU#Yn#2*Zxfgg%akVE0~q0P!~mVN&W z$0tKSX!f~nrquhHMmI8I2yn5Cj|1TQcjSV<)u+{B^CsV=$V{>IXP#=5c2N(=&d09T zmELW<+u|GL`Iac^G8;pe4rq|#i|1X(6RkO*lAS`xP3O(X9w#sN3v@njd3hqfeC!rD zT6XgCzLehBS$S^vQa1kjUFz#4$amvSOg#nPK-9=Tv>s2V5!=LT~2Nw7qx`lU^6 z;Px4PA#sfN3)Ml|Rx`h@O7#@|hxw`^B*GAZtL>_&XNkR0D?|+kd4m&{G;F!_xoWCG zn9{oGW>4(ImsHnBLD0d+8Y?@>(auj-v`k6{(LyZzZZA%$B_0A|b&NSH($myb!zupl z3#hOtI_Xe~s!l-3!yZ{Ej9UD=%q`6i{QrQQG_20+jz_k?L6v`jz6`s@8-~`TT9=m*6HPp z$$QQl5ioetU+U4Osgj3}etvb-Uhc4G|B%3R7j3}M{0o${?f6N|^V3h?zo@Qov+dPw zaTW&WKb9V#fgsiyqgZtyZ(8LN`$wU%32ZLz-S2a)JS~DZt{1CuriGi4(lRpKCnyj2 zErGHVvEr0o)~|wWL2wjkf%j4Zn>wd>pB%G?+%fPRXMx+M%pb6zs6i#^sCPEv7nDuH zL%UTPrI(vY^$Pf?FLh=n|l zq+|_k-!4dkD#sIcb)=`{9X#{%a>*QrPMeD{jP@KL&m~zL*er!zLZ3$^7*6RQTAXpe zfs2=1VIG%53cY{C+x{sZKtw+ALb3l1RoiSrD|fS1L>byn5Hy-yd#z@WEjCi$h^$*VWu!?K?E z3w%E!bDaOmc0`=o&rdojB!#^qyyO!B7-ZRmza2$lF#l{{>_0l6XX<&JtTydteQ@cV z0h7COreFidcez;t{6nTtv6;q_}-xL_# z)Xi^qo}wAqymnNRE>(N2M6~6%1Vi#uKWQ@(tw2M+uJk&Qrz%4=S?8yXD+b6^4^f#; zo~~3$P7buPv?s3`7h?ONd%5%{d+0R|Uq9Pe=&j;-w89@1!A;#>)MH@`!Gl1W@2#aAT{ksST zOv)DYl@&3V8hN(M3d!wA8P-ZJ5X2zGO28O9g00)@iQ%kT>k%>i0EZV>TbXsl=vB zEx#0H;}{@L!Qg10%!Ul^hVrFrYzR<1=}q%7T$w$HFp=X282YOH8>tmNDwMP*vb>dW@=ea=JepJ|v zhZCXO`f1Ty8>NbU6-sJ8+aP{(^==O zSLw|wAY%r2i(Bw40it!#?NS~dJg;*ezxh-1o;;xLfIfXMNKTbow1a{gKM0=yl6IXB z?V?|7_UXGWYM*2H+)|qv@5yT0r_@zNipp-=4ErB}nkb=DS=BF1p%XoN+6T?$NBQ@} z92R&+r;&v#W)Hc|%Q~8MgJfPA0QDWd6WUf7+SWYPvw52l-t>iOdTv^)_KL5y4>zW6 z@D-Y$ayz;I7fD<=$TsOa|BY6ePM*oC8Mq{yw;D?ast7#D+mk`!s&(#u2-`iIloHBC zytWMk^S3$?yZc#TJG>(Q$k6$(-fPkYnE}nw!!$71^h$S~o0}lIdEg9CH-gfdb?fhr zWKuWPHFMHqUtDv6Wb!AKxZ?f=GOx)cG9v;uYd(85NBdc~>-4^AcBkg6c|RC3h)-{xSKMKp!qZMGkcZQB zM>R5uP}0bVizI4eR$QxW&saAi5$+Ard(QADp7LaV|2{V;i#ldHCxVQ5pbokxu zKHSA*g*T&|P-A=#w}tYJYvOxw^K(e!8goNjvs2W%5Lo6NKEH3n{P7J4b)I*uZ`z-F zoFBLZ0`D55$Ny6&HLrufdTVO67T3$@PZRIEdB;t-_j#l4_wrbSH(G(10LACaA45oN z>l_GUw%P3zUP711v@_SdkFwYwSjSYT$vzf@F~>z=N^HIel^zItC@eh6;S6rFKWB$c zq0Q>bs;cg^3yPqiTR1-uhNjshs}6*bxH`N*0i3%d)oAmjgt20`Th;P5@ePQMPYVzW z-f1;Wb-4~j>-@9Zr!fs6&soBFyFrH1ZRJNYTAziMh!w*wQNG(CCz0@^0e4PX2HuS}$HTbB z^!uA#BfpQzlR>t2LlsZn1ME}D#rXW=ljmwFg6N;u@ZT7z@CvkV=|0*6Np!%f*@>M)-qNNBaiK;s~>!nx!7%odl7N zc(mhPTpk?Hmz#pt#6|ogtov8^e1kem+#ZTdvy-X94Ase;faEizzJTs>*f|REoq{*A zxjdazDuc^gIISW zi~3D}0G~z1T^;Cw{y~aM8_*%TlqG(ZlDXrf_PU!k4T61gzH`ay`9~7?tDDtoZ|W56 zEB2O1{DRL)o4(M7=qQzBt<}I5aKB8*E>;@5E)Q0R<`LM(iL#M}q=N?HFaxbV`%TQj zr~Y?lilP&_;R;i3#3GaG4@A}Z7IO&h*=wDymJ9e>mM2_r7RW^lR9C*E%PZq=Q`j8 zemk*E#UMa>!32(dkUO8<3vZ#c%Td$KjT;y``61S7 z^eVPMUKyr~u$#ha-y!U9zci;YYwN~jaCUfKxu{sy+=F{d{X*z#OMuMOr`AKH?PN)GDryb7(qayXO?lG$|x zAM4WQe(>1@frof@42|T;{ZO`*j{>&;ooRamWS}C#iI$nlp3PsgDc9e4bJ>r^4f=f5 z0Arb!f`mkH7wER<|3YClw}iprR%74IpTmomB|A)003oy&L_QzI8k2&;$Ps8Zxtmq) zQn+VqTg;3ut@GYnEE?4P9}<>xr#WjKE4NKLyEwC=4UQelp#$ zQ$I?V4P4oAEsE<5g*Ed{%RHw$s+}yDH;rXG2pktL(+FkSa?x}Sa*uQW+@2$pxN)7% zZHhQ(BWbR!TY@U>ty&SVw--k8$LYs8nNQ<>*1YkbqfBGX*>CbJA!RypJmbY4+`)Y3 z8<~y6=jSj6{eXP}=M@)IzCTwjGLr2X$0m!n_k&lh!Xe_bk(<+Ar0coOYW)wR!6=>U zUm)_x3&Ac%Y}2=7b;L_CgTC#uuQ}$p@1;*rmbsVfzp$p!ju#)V!+MCF?}gX(=dInV z=D%p2`b61m?X!s5<~-$W7;qIlxt{O+4nI6|G6%vB-=VE{HNnjey(m; zM%dWH^y3O|6s12c1_I8#kE&~Ps?N7J&bNsyp`{Gu>U#0-KJItZEPRF^AldM-*hqeK z**tp+5y1NesxYd53Dfv_*?%TQq+;H>P`yP1_?)_D|MfqGjv>#8Z$lA-Bm2{Q zP6#oWrptaVH;#t%ium2uAA8j19=JTzb_?gKt?G;wxAa@RlI*mHmHY_I5CU7R#lUFZ zQMj96{bauOfgFa;Y8Pf9Xh(9J`}WMQCZPnx=bWiH57K7YXM5 zMRhGZCY)BvjwuUG?u7X;&-s%fzCA6B(r zFKmFD?xLL|te#!?1r9yQyB-Lt2k6;GX(nYVqL>Lx5eAol7=Aa1Sb5yHZFYC57g1L| zb+>pr{%;mcuV_l5NqT#_;p}4(5Q9lR8-C&D(y#3T_xCQ1ho8+IX*OMXw07Zqa_&cr zi^Y`KV6m5kqS$JD=thflxHa34ir|1`dp=CA0NUHJkvBH9 zOsvqEU$RQx=m{w=&wT3uVGx3bqB7gUE`ozCTa-7KTNyuwQK`qYBoWHsP3m$HWPB7Y~6rG&7Rg9kS_k+i|zA5iPfi-JmpTryf zsLQa$S6ez2(SqzAt;~h1vpwM>F`z?xe)_-u{Z>Vpf78M`Lb&p5dXE9%<{WVThqn7a z+7|%c!}B7TT2`B*KY`tdaFOi3`)Ds`YwP}7U3K9azrZo|t$SohrDl(GA982My^@>Z z2I8Io!G2!9ti@3vWqx{(pJ0{G3GmIPNEn9AH{oRy_pt9|$lh4RLRdx|rmd_~dqVLD0;?6ei$!v!uQ zl@?9nW6Zg&gudkX?sRg4MAE|brB;z^8l{3R;+%ZdFA(R%KASejYvK=KbD#{8;Wp;h z%3GBesZzp335a|ny{?p} zw3c&uIc7it%5AFTWoY5{E}z{`hOXNT-o}RhYu3@;KG5c$JtTiy-+*M6r|AJ+Q%MQd z)K0)x61#Z|lZel0o}o8o_F-m=tAt!1ls{0K&gWc*w?CnzjocEWnVFTCVPi$s@FMl~ z-)T8=clKxYbG>a5p3HWZP$E3-$=%a1T{1WWGR-~+$v%4wSkH{h1! zJ_pvSA0hq+2V6N29QYuQe$YnRp!P%Td3L4LmxQ=$=ckRse7m4qdmjqw!Ph0_ymUPm z%$XP4)MPB=uuOGZH3Gx9>E#r=^mkb;vk6m?PC7iUj$ByU((J7@j+grws!gWp$UiBj z==yT=Yrf`DvL>cpwM10ht06&k^y{sc+IsPvWA+8Cn@>aEx|!h`lRI^4O^}gTFKORqnaHWXnyK3I;ifb@|`e9CM zt`<6VrxR3jB%Rj3?x@=L0(}=*4i*5T&mEjP*6Ou&8IKs*OTo*1FrkxEE$k$1Qk`rA z-KA&T4Q|)?u8pf0(OK>h)L~#PbO%9EO;+TbfK-bmFcF(9$Hf7vJzvuN;SJiMo8w#@ zdNIjkcLB)`@mRwuZ%1suN3^TM8%=WSC7)9dXYPZCc~3DL8oRh=eh&td&@ROU8kQ>W zIbSgh<&@w33yTubLX`vVmX)EmUm2>zHl+}!Ij=^-QoKV(7G7!u_G_Fj);m+ZMH`Ym z(Q(;5nd(oUVwyHFzJN?Sh6(Cek~XDC-Bf2WRQWC0XwDiVrBMsp_B!HK=YgFm#m#X{ z*Los}8|S=xn_3N@=7m%47#;!jDtRPZ*iBtd@OB5!tv?}hxpkx&xn;2#BHU}ISH~H>%P^2{FOzpygI?v0Gb;=JJ(QT5Q zuMSqO4{jUQ;l->3!`KSSm0D2j!v-*z^yNYRoeH)nbruI27pxwR`;^jYk-zP}fl+3M ztOPF8b;YoY@c>8H7EVw8+Q{16(GnCkdr_kC<||Z@4T8Xa?mm0kF4`$CD)1V=ECry7 zty%@`dbKTJ21ly;{6&cSRD!_sjH4`~D8by(+v9doAbsAzqb^lV;rVDCa5B(N^Mii7 z8vZ%Q0Uyf7s%~HM_r?8-3^a!OvbU7_Ar6r}koJ-tAaqxL2+}?Vxyh9zDPaexeFsO? zSss**GlT`rZ3UT96=!9ns}GYj6$J5W10?8f%$A=W=Gpl4&Z*wF*Rz0)Rj0~kZ7U^D z=vYwk%eK^|0A8OY$aBh~cK15AEf{^ov{6%6@rMS@kMcYn)1}nD^up!V+TCW$SgJ#m zOOgmw320Oa*uwcYDwC;$d1Zc0D4;v<7xZ)-GdJ$I;iwS$QLAMTyqK z`Z*%J^Xt)_VZyfb{N+TnyoC;B-2_y0SUJd|9m6kh8h7=*USu;Zilwqe7H?d?qT3d= zP)PESArG-W#M(O)=F$D3$pVDNVB&%r!SNAhA_KVV%xXroCutEqDyJr2xi2)4ta*f|q&=;PFD zpn|aI+b?~mobb*;EJ-;VadJ0VVD&;LFz;@Iy7+h5BCY3ht*$xd`phnt9h`}e3BC{szCUS%_u$fmxG_)LtMj9hFIVm~m6O)C zU|7_K$;+8RtnlL$<#aqxjRY{5)sLcJ{_C^X5+!P4Xl+voJMm9NQ<~fKV=TRrD-a|g zT~M6=fj&tkTY{-|G~;V-JqsSz#dHQ>M%_spP+jBUNXLrHQ9GDBK7mO=u)&uU)-T8u z1~|Qdvz_J6A+tQ>$u8T>zKHFO9G;Og4ITx|sy#P!Q3cTsklbmm9qpQZiVv<_r*?Rm zM|~hhhG=7$mSN#s^@~f@)p9wZ#q97royn&(al`vuMAN%uz}H0m?_BXH-p}c6WY6nJ zV87eP!aOPJhiHm6@6`qPYpv(ma_PJ9^DD`V-WDr2o#l_d(%r7`_&y|?TEs0rDck<@ z(1v^4=GW~Y4~yBK6j8%H@DHsa`W|~!U+I=zp9Krhfd#e1 zUKQmA?8?+|{sJ}7K=ddWSW}dcuDM3*R@!~q44_eKhV-HuOQh}d%$0D6mw)t%W3yNST!k%ADVR#eHEq3~p@`o~w zd(C$F`U5(cw~L1}fDUh7wDz)PG|x;sT#6MUqMEp8Lr<6rWH|rDL*))o^dN3x3?P0< z8Z63wc7YEP@R3T_&OWWROUD$TS-Tq*tUlIre~qbC8PcY+;eVOL+yVN03=n@4yS7JZ z`NWwu7bhq2HqRMerrJtkx6G_fV%ez5ifPz)cdv z2{5c5@w7$Mb(M4!Z!29~hEKf#e9g#E^*A41@(Ej6 zUUPQ6U^UIiNT?CI`kUxPV*<;H?8ZsEzvr&WRo?6HdOdG8+3X;4E-6nPmkva{g_+WZ=`@& znJbP1BmL8bJ}K_EwNL70ZOw(Qof^F0zJV`ki;w+v^7R=6+w7szCHHCH2|T0#K$@xU z0zMO$*Da6jmw+TBFz^|AZ2VVsRW&&8x*eF?tu$nW zj2TV!T#4AoJitBS%#Tv5WHdC*TQ#CPQ|Wj?Jaql@=#D7qf~7;tRK^kVKCucaR?fM8 zNQjW<C6`?1`~#F(ptIqi2S#-_4%=-V|UMu1Sx35UAWm4rT}ebyAeM9_=FwiJKHg+1;x3Vhx^-~ z+I%m@M*nyj$N3+ZalC?ow_UGw+&O7rMqG6eD8EvmSid6jgps^g(~r^mHT@H*<}ps9JO zd6ciaCqb_=KtevB;ePgkR?o(mq^`~H^UAMrJAQGpdiB!K*bZ*<+VkCb-e=UFPrMlQQ%b2ihU_82qZ`a2hp7}#rrf-XjC?B$QZm(mF@VhLQsB9PoE-js5s8Y&Rdtsj& zhlCtgS&5uL+N;Er)3FqBjx@AB^kxBYR_m*tb|fcS^efZx=S*uBkM?GkC^_cI29Vt# zRbV-PSrJaMTHvVc%6@i8zP8Ty-yEMtz(@bLI6sJgpMNvt-|}xtA;XObadBH(gFpfS z=jmZ=>6iyGYy0zdBZ#oE=-s0}DUnqS_W3kxe@no*`S6bta5C9;$8?fklnrqWPEToM z7bVhsoIH$f*)NB?^SqdR8_UaxN1<|v3b;!9F!T|WaZvF5?0YyzS`2+_kYY};u2~{Ft;y}0fVv(X2AkMNFFMQP~>~{vvzili0YmUss|Cl3F z0qO^1xbAC)6AvfiC-ON`wo&=p&`RfS%k5|VlsC0*OdBZQ&Hd{!jh8nCVk>A?b=PH> z#`dBO&0V(2RE`=6?W@(*2KvKj=j!PWBTBTy&rhh509!&U{ZZUzOr z8n*@dL0j#7qs+5=5eY~Pp}c0Z*8=#=eJW`*O12N`%W~y~n{7-}EGaMI;2W#;o0e4NR-*FB84v6{h7)(!(yX|8z|8mWENMOwOR39Ms_ zR>eLb5C|>8d|$V08>j zk)I=U?3{yea6k}y>(yTak)tN8dnk8W+HgYXCGY^5vE(q{~Szfqlb;Bh3^<4Qk7Buoit>5A$?L#) za_M9$R|0u=R~yC`0)97iW0-4fk%{k6719Ed*}p)jpv3Y7ixb^oB0B#* z9n89!t$Sp80@(7Fy8<%>Ka+p1|Eub(ZnalB{nu_^J6ds-hfB?no47C8 zmSAh19~{>kfP)eQ##Xt=%O~JqYEdB#NxPr;mIVbJ@zbOe=cBzn4^qtaQ|y5k&IDSS zNmRGw^rqVFz=#U<49ut1Z$ClyQXRN&BiiC*XA=ip6O^WM2{i=_pR?JC>z-uN)`u2v zUYVBGTaP{YGn}S)m-cZVq}`P>6(^5nGL#mtn{(2H^Y5GiX~f|_j`fD%QfyPr70$z` zKT0*a@FOza*nT_)W_V*$-~psIeMU81`^sXOo3FXpOvN-EbmBx(*tu~Dr}4uOLlcKnk;y>aOf16_Vh{ubkS5Zr;xU9MY zB#bI&yN3Kf9U@wPfo?SBz;i#POo%((p?L*2(Cd!9=h6JU{7b=@V{X%V{V_UYmt;q^5a@2ghzIWE%+-J_L!#-JvI8=cufm$Mk9p}l;R7_Q7C z{=Qh|*#$`9%liGpx+qhsp+)$oiHoV%wk0odlZOvc@37Lvko$?-dVThk-xId|WV7z9 z^Y!_YN?7Z2zTneUHQ;NJY`;qutO1+^Y0lnv2-rXt26<6A4Z)F@-Cv+V4D;EtRCgC# zcNyNK3Bug0&~H!&Uufk7u`KNRD*N3lF<_L{zJTC_VBf8ue?4lydRf0c5$sBDa#9S^ zNpI(V$|io1eR)4egg94Lp#y&s^VQZY1x1dDMff3Vc7A^ix}xffj3>Fy0J5^WbH+hL znVcI@J`O)^7$Az+t__GH0(b8l(f$KHI@ihp$SD*w4W1K45%_ZeCL z`#mS9;&a_FUC9_LM)h=ghxx*QwC&{?FY*-s{Ys0a_c6s~`NmKnA+rSeErfw5i|+kW zJ>_1t2g~X(J2ga|&Rnk2@}|q5{10ne_}>ERfGmR&*?pb9Phv_hJyY%bxCQ`C<=_Q# zGr@ZPQ)^8`znQB8wBac&MoC7x7Su7#bL*`{MZ;8rCe5Au@~B{E`OLNVov0)6{rNA@ zz?Aoel6MzAz>gUZeh~+5-LP`z;2yjd*+wVYD(~g^il<0`TNO~Q+5Z$k@e9Rn+iufYw6kjO*c-eeJYf@ z%VkW0kSw;WYb}1V?kX|i9J#J>i^iV?Nh~;`Ex&dJDn`8fn16iEhT*l-w)*C4!A`8CO3Rh?jJA4)YEp+2!Oe5&zBNN=NhKNUgZ5(jP z#VVJ`nG~Dc8&AILiJ;5X6Gp1K_`=xVUX*E)jqS?tEqwB#a3Xomt8VW ze*Vr=MJ2%?>m3-pq)32;&A=BpX5VHq)N%UuqnB{ zki1)~i)?|Xnr!oP`CE24{_cVXbBe(puFi(jQLiULjzyD7h2WODH%#~Ex?W2z&^9G9 z4$^kPDZhnui|HO$n0>9X@Fd4m4x{-O0fR zv`<@kzSoVPsw(OCaP(1AlqZxtLhJ`&fRPk$5W-RP2bTe2VMT1|2u$gy!L;2EvOFIZ z3yzca998pmo+z3meJf`_Cu^^iOyc+uHNrF=^aO)fb^L>!s_Gl*!~}}3BSqiBlxk99xtjJpaJOHZ zbk0v{?YodMGbyLxqVhS=RD8xEN`+rx>c9d;B&YYR!OuSNn=+Km;g(iG$yoRLy_t3v zA{S`oLEdV7=9!Xt7MUAEFQ)G)M*qqMssx!VCpW2u$O%lP)M(4(>#*odp@<%=|928< zr#g-YK46y3wOD+gU#ty?wUk{k^3g*3NpXEP*9s@pU2 zun1BFj*Drt;_RwT(6750S{eC8gbygE#mh+xZuyWB8Emv5kKizecFt? z-JJ?n2b~JE#+{tra*px^u2z6>4F)$L?v&lY5tc<|YQckojlmoC7Ls4CjpZxj5V zabT`L!2+gkc_zRF@P0<4w8eCgnki@VlwSJ<`p^)&bP2mkP?>_sFNi8G4CjXc7uICI zlN`4{Pz=W*sLeZ;>kRA$hbcMxG|YW`??Q=|)ReJksS+i5#mg z&{{cEeY1k~U16ZvD#Nv%XYinZqzK$EJyu+b0(MN- zNbj8-0HY>do~65Znr0W2%FSpA2^g{UaKzk)?1Z1 z=v^*3(zr|3jZ56Im#7`gYvf?xqG`Gg5`}x+&ciuE@@nSu9%xkPAiFcfweoNAL=ek3UCb3bI{VQX<9Mo{X4o} z!9kxnKz#M(U*{j6-5hS+F3!}F(|bMTtcLR! zH8rwHwFW+vm5z^~Ku!Ch$UW1JnU-uO=zTsL_STF+s(+2`rQq1o7uw~Su&bP^B zPl1wh`g-2kbzEz{@J@6)sx^B#+{zewE<>z~FM9U_69!TPG*bt^u)ds(b2(*JtF#lP z{Dw0>j@-vP?P!gQ;C@1PwR(;vI)to_;W~*Zc@Bdw9h(CX;_&;NkSzGMuJjn6cw!6A zsBBZEWY<0bmbM?{KXV}d>s$zL6Q#a8PVq%X7%jv_O9Sh{f0Fz7&w2hE%c4JR{ReM< zFz^Qhe=zU|1Aj2^2LpdF@CO5bFz^Qhe=zU|1Aj2^2LpdF@CO5bFz^Qhe=zU|1Aj2^ z2LpdF@CO5bFz^Qhe=zU|1Aj2^2LpdF@CO5bFz^Qhe=zXB#{kr?MMNWOLkCBDBR#9% zuWaO%a(nnV1n7C5_BXOdSz9 znYa-dMQto?>=kYG41n*vH*z*JFp{v>b46qnF>`eIXk;&HV`Xb&ZDj3;$c4!G!N}U= z_eoeefD0)gGK!m7IvUvn&z5?QM(>RbYz&PM1q2ZPDi%29I28_zA%@?7Hsv$nenyCq zvxo+b@#&)=CO{1iTj_tUs^SF%7Ai706g%gMSxbtug{s|uXoKSVqM;{_rrEJoK|h#@8z3DR(UU$lSP z%h#YWwe@tjVp$+q(k9$4S~rO?hwc zQbPZ8l1MMXi?cV*_z>U5cz+tzV)7*b1z$L5o#i&EXux=$=-Silz|N9c`99qH3?010iWmLq1@+lT(5fESXAoojm9Fxy>Sbh5Maooby8tFRgD(p0(|~H0P2;K} z=Y;@Xmsf0;U_n6wJ=7(Rd{Fz5zw>v9Zy!88KE1C0{j0=y-n_l5TA0i@MKJ!&d)YwM z6ujM=V39M477DqmWn7c)5War*yXGLX46b}qfpPNVIw(*{&O$+)NFbsE^FuTgu}TPc ziR1Fk>ghh`UE|0tRiqhq?K7(vEo%v36sIe(_dF%=8zyYjcOCu|zvxLnvCSM!1v;%q zwo~*q`{UA}_Yxo< zNmrQPmp=Yc9P3j%e`Ho~+%8{7>iD!vVLfbK*1I9EidIdW0TFWvOQPTdmsCuxK+V=# z)>bz>8#)xJ#GN-P#u>v*3=c)N`&uXmgfgY8o`X6x%I5WGF<{|84x@hWICOj@B8iF3@_Kjm;#M7FRRe8BAr#_oW%U8)jeKh{4F$7aN_F8m;fYmN z*E5qRd!r7XaIUK<3Ssq-0@lPXGW+PGP(WgDHcWV{ba6cmay>eUF zzb@5E8&TDDX*}PDOJ;USB}62}+TJ1-C7n!?b{XNvv&`kq|Gg1~o~Afd%)(BiJ${zG zjm+XoDC1T{kA_{<5EGM{{f;Igwtk3&1N&D8qPDLPle5xhO`)?l{?@@l1Xu7cuIXN7;NzPF9x=pBQUB19aY_j| zvr-$mEUB}9X}KRSQ1GeV&5$-0601PNwLl?sJBx89@k-uW}YDExY}myO>tZt6}1{Z|!5rEjntEfq;BF+03DBetEu@XMNYqkhwHB>^hYL%)Z z#^iJKwcZQqq&r&smjZQKFdy1QKaI(wp}!0GQO9KJa$WzGo=AD|Gx@)K$F4J*dFmoY z*Xyi@yGN;Lqm*SX0(IlBeg%_k+QwUBAgfMLrntcH9R%@!?jz871eUV{nac&@sgt|jUCfUx{b(oRYz#J;?WgX{ke|` zx6nZALWW?VqS#J*X3o!!w>m9L%jMelqZh#F{@`K_F^R0-h4`xnu$iLX+&|Y4#HVk9GLZ3o9VY4O3md=jkGTS5ku=+NBX08BbHXX^iN-$AG) z9&TV2d(^W+c({kjS7B!h@cm@fYEVEa5BmEcQa)|L$eq;m%`7KGV)xZ2StHyu{sI}LaT)6d#6CA%rl8> z@l#Q}XH9`Y{)ZY}f|e#C*(~GPR_YGVwES%8zB?pJA|_{+t~M4}T@UJE)#$CJLL1uS<*7J-^_2=C>iPV%y-#OB?n+~5%Q zJQ4+7R1KLDMyQAkOG|^6BvK{Tc|4mw>9mXwZEM!#1k#VY@TnewBjkGteXmIEq2C^q zSG#L^d;4m;15qbEYume7b?gH*w3)7ok1LGup#%-weFy5#G}M%A)XIrk81Z zXA?}HQ;^PIPhZ*B0Yhj@IeTMoe$Lxz-25Ucmy1~Ch;`9`IB&?8tGe3)*^uE53^E;& z@f!GOP+3=GQvT6#afRLf*WAP$*{xhE__pXjfobjcq+&}d${v=5Sp$rcmBS?_g3tnL$OEGh9f*hIxugZ z)SB2Q2DOmow!XfXpf$c#x4}cPs(e_)2z=N4D_V=K%1<& z<0}32uY1|#hE-NQXejRsJC2MUCoE97lZHm=tb;;*0wgIdg)*0qnI*A9e`REJU^+63 zc%Co?VUSDpxxNcgLKayLxi$isk5FXU9(>y<>-%0AyBR;oxo8#8Eg4aS`74*Z^8LGm zJyd4npODgzbfx`vE4I`0d2J63`s%Wg z&;D0>oTUoYEEUY);EdlKEZsZUMf_gh&pQ43Mof$$@vAOLLMa*a@36I2?@^nwbl}tUUriO+q5jCFgyXl zI8!NjRj3ddEjDjTaA`Z0e!mE7kc`Md)BL3Et-I-Dq;bU9@6Umf79vx-nesBQEkc&L zJ8ZqdqU1cPiAj;hG&Xx8tlviFhupOH$k@+xsI1s01%cB7Y7BM^4-K30cujlBP6zJK zMMj}m>|kuU8CTV>it}dPGv-x7`F_P zc9h1kpNa<950O6G?{`m36Ni5k(^`pnH;(MwSx(y6DSv3+;0d~zlS9t{(Ib53Y~EKJ#KIhi9=FZQO`z<)yz0wP#D=u zG)ID{W2eVs;|l%Fiqad!C8GQg+Hrcsig;=dpxlwB#OR0CTwIr>KgqvUw5$w5l_^Z; zs_Y~AHoqyvWD`&}JwN6?Rl_Gaq%=Y!(xc`XIi&Lj+qVD7;_zGx4*H4*Yk(^gAN3t4 zE6bCjw!VqkIW1OxNY!4!2~ieO;-9y9>BgI>RstvDHN=k4b%A*6IU2c z6AsR)giGOcwPgUzmrAvF3Xf<@(!k)_;uo^R>W0-=rqs_0FYOfY&LyN(arvlOnQWVn zJ85ZFQ#rkzrCFZU)sjK9NvZ!mPz@OEA_G1feC?ubP0bS09=rfKRErP7IcuDS1t}^^ zIwJ1y0irb{V%*3Vg{m^)T8GOhm;N4+~m> z?{2gN&kTDU`QueYZ_?`bBmaaLV4)5)+ZP{L~o4st?HrBFjZrSZ-^M;#k zEZg?7YuWYQeSh!&*XKFU^U*o?i&*4=%)*T-8aOzkEmcijkv_%;QzmdWS4je6TwCT< zFzJ-D8(x1DUTn&L{Jc8zU-6X=QK+1FSU+6rCjlouQs_^~ZR}Ondla7IP{}g+TksJu zkVzL4?|!r(-TC|n24lg|_pRdh>YIPv61H0FOj>=UX})6EaI zKtj1VO0EOgEv2XbA%!1^G=8aV1#va2IH9F|><9)WcK1eW|FEkv8kjQ**OKX{2~5A> z>w(P2aSEk}1H6xrPki+d5V~p?^xEFLKIOr?mpqrmy3b9Pgl_|RYDBQ~debG}a|$EJ zRKO0`M~BMQ#rMMh(1S$-dyH0Ea_~#Z#kB-pX%ZBeg-=|q zu^jKOiQQLwSfg3@yUB{f!{?ydV0RQD<#$RMY}hbJYLHm$zs7voNSWiI<@OzF8P1Ms z;R~d$2;ue%zx1t7SS;Bg3?76lQtSBJLIH%a+oX16A;noEJOB@ANi7Mu%NbrjNe$}l z%0)}UI|Uju<%B`(@-cHA*D!8gblW75Rn$lR8`0q#I2L%-&+uzfcdjXe&%r^ zt(Kv|R+)5at3|7jVb4kG8meuA0Jx~{~9zuw8`djuOg1jh&+$IOO1#zgc%kvYQQ!SvM{ zpls1Ym5s(=!eGPtetc1R5lg6l1G@C8%_IUuKBF-6)ro6!^VX}q(9fUz`zHm9-v>-` z5jF_Of*UWBQuw8n855&(aepgIx>lK3NL3w5&)j%@`mU*vhTWu_bDOen>LcaVCi2EX zu0K1*sRb{NYZ=TozG!7>o1mcXpH&+kx1uOIPRybH5$G)T4`MMSeDe?F@^8>D1vf4V zEsMqSQ0k8F6Z3>1bN0mCA*_V?qE%C<$!+rp%Z>OfljUgMr7mC9#+kk1Gu{B_N(o~@2SYATR+;`*V3dF z3G3WYe`+Tw0daFudr46ce%Ea-+c6>-bhL^J*EsKY&7xINc1g>!t+6h+^bvx2aD$65 zPUHwuh;}On{o*!bro4(U61zsL(3ML4R$i#>k@EPRPrQ<+(pYsWf>@34Ucn?emWuts z^#%AG)>+AIDxd5>`f{~+3)oBOgH%z-*oPpUM&%{^FHe7$-1fm9j-ZGo&VT5N6t~8b zgOR(c6H$r!*|6Yk6Zl*{k93Y81RloAijD3_YX%ox5jq>Z)ZpL?aM_(l-(NVdugzyj zvu;x)k3NonPSGX}DJU9qBL9-X9Qk1Cud(}TKJpWb%oTJK%K>d=pw$X*XSCj} zuDvT#B`m8VHx4sMqO>v2Z-Njzdme4~yzDQ%Pepc{re7Td9BgO540U)fp5?dAy_sH2 z3)xpMF=3xd9VU(q8gP}(m+)5rSGsDXLQi9iTt7e_-~S1q;S23ThI7+PAdWF6sMdGt zvV}i?7AVaV(YC}Eo<^=JUZ~NGCHafwmjjUa@q)^MEBR+htvp*b36he91%$&LF5Q z=_8!kRU`JOgk?L?z%OGQ(bb55jA8M$u2Z0N5Lg_+uST3GTFm^wxeD>=#C6?&%wfUGnsfhy?TzNhpDwpjj z9{k%Z+5_$PcSEPL)cX0MQwaKe<@J8dqe01`j6<&t&1Nj3yWI}&qU1Lb0-s^OVAQ0G zTQa3t1?3pjXGwPZFg! ziu(xuvQCS4wzua>jMa#wGTTBJ_h+X=bB4E~?mJ%y7_m*rM9Da+E@+QxCHMoMifAj- zYMb5lN65LAL4u2<{EM}3->r%=pwY}qcC*^PMk!$4U^Jas>)ByDW8}Ra-<7k- z6otd`>*0O;4_?h_l-h*G=M%8)b+VcpG!H0j(~tS3buhDQ&U?;h*o|I+aB{_Ul9*8QfMQVPWEL$;h0`xV@E4o`&dOf&Z;|z+zhQ>|DKZ=8$1U zW5%9*h)qPYfM&r!>1;ObdDe>K)V|0Tzs%bq;No?=z}0P=0G5WK(0JEV6*RCPoE?NC(G9TRI+m|u8W=13jtstYxco@JFy(H@87(Ci zR7fKX&_LB2nm2+^Fi4qr4;f~ZD_JEdHtUkeA7gptJFfcvJ~!qIBs+K4Nk$$dV^Vc1 zQ6TxpCh?W;{D)RGlUMFy7#GltIYb8|IQHv}Hb&FhaG7p>wwO`Ga31ZTJQi7iVJd8m>dxRdvL1m07gPmbsY;Pd!{c)Uo#1d zm^+zRaPulw;=K6>bat5?W!VtI6HRJVLGI-BK<#fMSesGf=!t+lhxwU3gn(`-Y`Tfx zpadU=rpRKN1in=}$iGdpTVZ*pC^zxQ`(#Q(f7J7#A)x}n&kx=6#?t5XGxkGM<11OK zH&}QyfHk)V2D9H^HCj>PiXNmw;Pzr&HIQ|CAfq)PO0f-cp}4E7ta6(hpjCJ( zY}Nam5lK+4oTZQ(jISB$oXAV{c$m4Oer`?pd(EF%>p0JoZ4ukdJ#QF6egUL%=B2Wt~nW*Y619bGdZ(9Yz1wEjkQYm8cm5S1(HaS`Gl}{^SqWciU zUs*Op&@~J-?3F}gGMkvhCaY{D!R|OX=|2O1%+~{Dx=APWyMu}})5lP`u=2&af}n^8 zL#^dmZph~&*S(gj%sVqg1GzpmLE%xi|4a}sbXJh!@aS;972%v z`WkbE3f40$II~BtV1=M)9jjJ-|M)Gw4X+s)Qoe)$+y*1)d9fbxU*HfXC1BTwypBG6 z7v-0;?tw;zt15J#Xr$g~D!}e~6>ucY)V?!n_d}8Dq}8hH zv%mR<;E%9Usy9b0-1UqJAk9L1n|-IRVJW^NUqoaCuy-<~U$<^{2L-Inkc456+@3OG zL_q|nLEngk=xDDRYE6|0=lX7$q4@vQIK!fHVo&;+JG?Vw5W*%C~EnbRQi0}!tC3JL8aex$0Gqm_&gEA zP`Pw260CSg6p&i_jm^c)i{u1VtUdZ!HZe0~8|Qy>o=Dh|ucp)Vk_3rBmGsT=k?t0l zyN?i8BtL;S{V0m`dIJXNv?h2avo5o4Vqbd=l}P7Jxw`dpS{sE$%pRSJjo#BizEl?! z0&+^RZkEF?U-Ol?Df@xsp+elQ&_JV87rMz>bhGq)G3T(44iBQPy3jV{qS+hD4QHei zG~WLx(bLB~24lbB87P9QvWMbD+&uEg4Xv@ZC6=Sz1)`6KrqJtDE23?puCgAD_6K>B zPy)$_lk^s(N?&}L+Amzs^A1`?-2m8dV;%a9M+7D2LSO%4>pPK|v$xqVE>FbSB4!&T zV&H;7XK?Fw5Mm*{5h3bv#Z`%Z@9d830JtIg2N~%oD{@lnvf!f!LP0XVzPHMIGBI=q zP6TQo4=bViY^D=i(7Lh*c5m_l!bd=ea_rn>aN#%|!v`)WJq%6oJY)%tBG-)3vs?py zy*ZG&5d^Ti=pI@h%G^B^KE*h3VK5yg<(wKv@pyx;Of9+_uj1NlbpoY~bAFCo?^`>` z4@3m?xMSgsF#L*u#cY-F()vvtkAkT}d()&ZEIM4X#gWrfqvD_+R|46`n5=bB|40zM4?bPCtk4|yJ9M)Ie%+M`RrH^4r{Fb(|zOdXI~4nC#Cm? zV!3GZw!0C{4#%Pmf$Z^8r2pi?(&@NOorLeZKDJUO5pkH`-pk_B%{z^m9-I1w6g|yi zSM~E=n8#I|xm<9YATYEMVVyW(rq>=m4_tFSfb7x`rB3RQsXdUlqJG_VLj3ARHau-= zqgd|Gd`8s_%Cc3HBU%KX!sz#wb zC1`(h{)2}E5?iv>gqc&lMdbE+Nq6w$(d9s!GnoN|CFLM z{VgQb8JQF<*9Y`G4oHWQ{_0?7JHQT}od0|sdNdL&6DocpI@2;^u+Jfuq8nFWWSBn6 z6|V*kY$~un-K*`f5MoYvH}WnJjLFxg44)`4IXj=_yXn3v;NkzW59avL-5yIx%%->& zHSQ^T>@pAN$59kNBnM(64smb6Va$Xx%9FXqGi|GEU8a!GFP;c{_HOpvOtZN`e#yTC z4xJgX=nE>&g7RtPvIROm9TP zBe2}^`8HeyarbsS4#@#z>ew2Cmyu5Prt%H<$Z*)l;~1COS4N_<1{&r)n!+GLIsVAG z)@tknN@_k!V5^9M8d!gCv4^3v_^ZG=b;^&0pHs7bD@0wHN(p%3gqh5emZjRFK)o1C ztp0#|Nq*>rEA%I+gH!?oRkqYMc}Fd^ux9CLp6GQ7)p4}&M1F`Qz$F?0kp$AWADGy* zoWtJcVoHie21X>3`BDDP6s(0PD@&;W_*!QDI*I9y8k53>CF(@@hwi=yK{^J*0e(@A zPuDb$aYL&wDP#7Cemdmk3$s0hrDI@ZzX=~&Z8Y}nz_hz${=SE+pjb!^l%9Wnl51Eo z3g%pjT%`1n_GEcRnXk~$$7tDjFF}8e2oQI7c-349d|$TJn7C)6;CW@Bb?YIFPYoro z)dqcp&SCB6Ib=WQEwE?voM1|xbOY;Ml+k=P&__y>q7=Ny)P+fc$@U1U^$ zebECu0?xR}Q$0R32CC~0ZEs33-J39tdY{wMnPZa$jsXw%adseIC6fs64i7|~?Q@K8 zJA;EP2CvAWT{D6x{I!b9F;tqR#d)azQ=!2w(|tZ{L<0g^@i+i*6|6(5k_EPgf=@!Q zE$%?{yEp}DUD*S6X_RR+<$&1G>}g4P=vn7<321# zo4RfgxwnCr|ErZGZ6sjXrP42XO&%0_;`dB}an&UgwFJg`)7%z%Y}BO52QU)}pSfKyvE7E~`aTmgnaP_3SP zAeAx>HT$!ycbuY#tG>-dDl17XBJto-w5%3x9vf2`sVAjbZMGH0NN3|*Qf;+kyzf~$`k4QQd@z&BjbqBsL{iRQFC?P(f4S_%4^{Z0$@=*y z3=WA@1mARRgFQPtzPc9DoYg!m)-bEFr6Idc0Y@Vhrklu8Lfnu3jO;yO$wdDciV@gT z5(P+56TfRu!a=P6^qtzYcx`5Xxj;N3NcC|DpVN_Seum%tOb4JLA?Zf%ZbvmHH#OFr zx5y07!#`2(Z|4&mfG^%wQXBgM%2w-c%Sjsn6#jk}sW=wurfW5NF*_OQ5hcHM-)|WLe9U07xJ?p7kbHjuO<{wag`iWTJ zL=>{3RZ`*q5Cxo;ucDqmm2pqu_3m_Tf_OgK+e)BL+$XAO^4vO22F+4HB zib4ZT8Fe{ODjOsc788ZF&i?wIDFWX)FnTqyuY}h3JrZcdVA~@6>rd2owzjaJ-goB^ z*3AP8VIsD0&W!Z zqCG1rln84Ll~hK8qCWqbl1;<{uH-eH6x|6p0mG*%_FIJves*>9=skOOa+4i>0p?D; zg>S7lU=P+7N@PL%8+YQZzkfdaKP$Lu3Yq4a(GI=vg_kwK`jb5OVBX)iZbd%rL9erb zIxllBr^{P3L3`lS;)N|n;=-2*sw+7o9DQfcTg}FZtKF2*c<00u;eQrF|LyuE@ zWT{PrjolRA?zft6=lAPT(29Iby9AnY;Jt{a>sdkgtH+O33dhailgO}x+h$pD6n&GaEU&6d=GAtr}qnsdO z#iL&GKRfY(nVx!WNndb2dC31 zp66BYB!xTx;OA!EB)f*1=XENII*qNWqEmWD(l%8c>PNVy}e zkI??6`hw3XvQUv-`Rre~ahJveoV>*9taPM*mM)fW{M|hxlDHH*xyV$@b^iqcrE1fa zR$E=2f?OIP&UYX3ZXUboo-yXBDoFjMP~OFw=HA{QZ2hkA@u1%eVpTF)&wBm?83H34 zP7oFjrp^F2YKw(q!x51!q+$koIi=2Nwivj=Ue6@{)@h8R6#ZI7;2Ga?LEPm)vYgSz zou{napeymL(8t;qa`QuWyx9K-?j13};#!jlYERWXN?x|+0Xoo&NN&w6^EXhwZqJ>C zLRF9|p&OZ0)&7sxo#q-Z2V2})% zBPlSgUpC;l{FaaY<|Huka!o*FtD3$H=|ZEy(8=997AjT0OVYug(k)PTdmr3x9<6~4 z+ag*Pvf$}Tk5<73I)qR=pnA25SdylK!*lHbZ^VXnB`@g*xX zGn1EvBrCMzT+(nW8f0zO;jIRTV)jjWyJZ(D#UaA48!uwyAM_w5#vY|&wd57faU2`C z8iYKPK72JauojwkI^<3D;}pJ7G%3~9Sq4FoaOrnp&09Jm*zFC9@n$|1Pq{ll2UhQC zpj8^C{&Jt2Bk+kj&CfUbN^w7clRqE%N>0N?{-7ri(w#)2Cv4At!khm0whhh+cr_`K z5}YQP8TIav$n5#y9UfZWK;pax%{xKcMAk{Q;j!eplE3Ks4cHyTDj8u-GmRi|&|@yz%HIZ_tRB%P5a>0z z$epnp(;?V3xGN&%IjVF#kI-cY{Ro`W09P#L5bUn7885?KOc-SqM9QY?M|i^oo_5h6P`Hc3n;O3XQo_ z_Z6z(Nx~Dg9Dhjrp*Q9Z&1o17R4g0Jejt`m2bB;!<2iHPiS-cp)Cu+GiyuWdYfA*n zhS+B5v2xIpSLn$NgS#SiST{m+bqY5NhaeW%KRj|=Z&G%o^&z_;B~FRy_C!UjA1;-) zzjHP&mSZLwIq_kuB!jLQ{Rh4860f@tbUfGHd{0wWHlGt+(XUiliJ4&-o^{pBExQBz$0 zJCeLoH5xy{x5TiL753g*E66Y6q#GC%UfK)Yghg>ys(Q?toaUXQr5T?K!|0Q+z3SV6JpHKp^Aw_u8ezmYCG<`^j=mD?Y zTvK?^Cg@GpeQpJSMqTG=nu1>+sH8&)4C>OC`~<%6`@B@5j~d?;94mKhm?lFLMAOqR|IVey@Svcn>lxsU-iA3Jf3!l3B&Va|}YbNguY z-7C&N@~AyKRT}zgV0bPQWprMP0@1<@vwZc;5#qC-bS+HcxZKSAZFv5?YTfyiTV_%p zC6GjB&?-rP2YZdukCVzs%(G>vnZAZ-gpC}4-6C>grnGR|KHMJ+6&CCql-T}E!Ck7| zS8yT}$yr)NS{7}!*;)rF8V92;>6if=b*`3-mMz1HRLJv*`byc(uwumMg{V>zA+mE> zmDU&enLj(hl44Gt)v8awAO3}UmzY&^LXhDo=`XCp;XQLJ5hP$uWxV5~VeglZOlEzW zFpIugU%|3K)C_;M5o-f7dSO%c?+dM9%@F&43?@)ogXI0^vVBEBFfw;u^&;js50(XF zwz7wmlhS&mrxiJytrb$;tfQNiQyILDRSBg+kJm8B&odFDGNQF%i__8_T-4S+7lcnC zUizwqS4ju!wWme?`OZ+#3-t5J>rU-$J#MJb4H9oyhI1*`v$rzUV%;j-!HhFX3jv?lTXsvLw!!8P!)8Td@A#P%Be;;r=zo%;!;cwV z&#Lv^P+-PU?N#;)IxZNa7|na+pVxVXB&zhck&;mK5c^+bLp>M=^B>YcN&B{G?6CBs zYtJJ;$ScX(WmGM!!_(l7E=eS9P0Wky!ugpg$ioH9Alag4q3GM`5U0evH5v3B7+*$Q zHFi~o1(T5JKk>&hpBwE$f*)efp*w4RWhSB-LEW#2)+Zio`?>qn^@>OB+zaDN-IcHv zjoJBm!D87g!D3^SI}bZ(K8?w=kp1+^Xg>wzHvVL`=p~(MVe7QkYxl4NO6ORGeflM(YBUt{ z@P&jh=*_rN4~_QVn*R*71|0G9=|T7-yt72LcFC4gF&OlB{gIHG-cTi!w>Hnto({iuP(uDz zP=(&=B4p~&%;d(cy`EO)+RGJ9dLH;B7>MUklEn&n3<*!0eMp*>vNpWL{u$g z)}?90=7MRMjGFX54^7mDRhTFl-fsQu-Uh;?^t=wTdS|7gXT%94}WxI#R}2S-3! zzORtp*<7$He*yPZn*Q!Mv*N5dUDx4M;+XEMfKLsa0sk!37MX4Z#fYb+s7B3+B0&SP zWNZ&Z+Re{%%85X)lkr5}0GpF#yNrq@Ce<-SMe;oXWM_`^a1!7L?%2E2h8Cq0pjPFS z>&2V0SzX1TB7vyTiGT1=xVrHCskrEhib4T!&$P8{TW=m+3$PcU-}60e|HtFK6s$>` zG>Z`Xb9BP`J}259rhf{@K+g*?~k%=4PT7d1=Iks9x8A{&cq6^ zo)wvi7g#=4$260wtZKJ0e&Gv^R!XBOT$pI!`}w;i3cWUbnRvUY+aV|EaP_0Nb7u~k z*{+JJjk^-ehW&Xaw`aqh>-nQ+L~3<{F{U(eoPc}2;rUH*dp`$(%%}{k_2kY}8Pb6?}JEl0tl^Edpu5<2!hVP_+)SgXA`=k&=GLcO5fSq{7T2ot#`14 zJ4ye^R(quNG1}kq|9B(XVBO)%oViqVXD|H8bLUu!?nf$??;N%#XV{m!>rr=Kz$rX2 z=V-D$d#r&`l@i#!)<}08&Xtatp0aX&!t2i~*;m##lZEK%-qNYv-NRE>navp4KjY|U zS4YV0CoIr1#B{o$R&>fWCh#hWSA)Eq$o>jp-vJb2Dy%b(=ah#Y|1FospMORY|fCrNv5= zvXWKt;SzL$6|xTTki_}tR*^YPSPZei1WPt|_2&ov{m1gq_*XjBH^TZ$d++XeQzeMH zi(0D;tTYNLpQ#5Gia^bnVAQ26LY9_i7}lKD;RE_g@yN?vZ@uqa7yu3o4~{7#Hk=&^ zAYFgqwoPsqddRW7i5vSexjT3wSWt?ow6&{E`9>yt<{`_fT24jt7(rVyDG@8b-D&Z_c*L)xgm5`7iOsvQf5TGU@;F(8nnOmjQiG7(r>vUc%p-N>`^)B~yGI`VH1?s_~-0 z)#$J2VNR)6@+J<&>qs040E4U}5rH#~Jd_uPV5pRW*9 zP$$Y0V^<@EN*lm-usb(DogoDs*BJTY#=NnY>7!Zbo!NDRRx^+o=%uEhNZ^Kg{;j6` zn^ByDL77nM%ScJQ6?e3~ecTZ2X@FFT*R+Hu>%tz?jF;Sou6mj?=2Qe>2M zxYIAEeAsLE%z&&@dylP-1s&6*-fBINVgKu5O)kBV`(CEGh}I90(ixTw=roEz@0U*~ z@b=T+PHgCaysl6VtE>Y8`VEp5tcg8^?0NDsx_}14sAq{%goJ+jxo`em!3LgP+zJ*| zKOm`m79L3=EiVLG9CJBUy0(gsr=+({m!S-l(=Ix|9{tNHKM+iIdRmjfbPcjRo zwes}~6%zpw(+piGRI;JJ!FdFzS~VT>O;?4IlsPqK5lLp$B+Kee+fMQ*{wjJ?n&vtr zKc;gHchvv&qi{kZ25?*0ou}-omZU6}tuQcNO#%;m`a&e~qIjp= z%M6nWb$1)L@5~E&RAc1@_2Jj?rQ%X+sxzo40a6#apyHBpS0kW3SyC5~FwUPcveW3( zXIFps(%d4rL^fH8GreYvqRH9UF*OewpUE)Q(c8vEL30(=$-yA}}UqS{@ zl^=mGpkG{o#5zbVbHv{AU);ixvmrX1sto9y%pxjJRxPAq2+x@090zP#1UIUw0q8F; zfz?;F8j=OBDEWm!Hgq1xxuAhnm)5UKRie)9W;Tz#U@sW2D)lgv#~5C`m!)IDxyItu z04+l5Z+#}{Ep8VWEt2Bawa&0i!vCN6{hV+jB!0m5W%4 zegmFRWJFepl#o18@VSA4o3}5VM-_jqNtR~3xBPwp<3)kIgjY)U+zF( z(O2K}>&6Z#yEeMxi|jTEiOAjS*U#jDTUHS&$un4JZW&8 zQFFLk8%daozo4X2OzAJ+xPQpLhbS#xwz?BwY;lZaPqf>~l@P!(=UI)@=1cI07r`3* zrc-=|#5VCIB6FWZE1Gpcskq?v;gL4h_Q1HmMpK}100;HjGkTQwGxeIDejkhXkNZ@; z(g|@NbK$|n`(3-$s424U*s~Nk4r|zHDVCyO>ZeJih;4NR3I60(O1qyJOgOZ6kZ|Uc zSnBO_GaT_$XrOe14trNf+WOA1dl~jUJ*U+U=73LcyfhQW3PQZ#+D-I2=hCMHHB4;v z`c(`RUW<3Xnv9neG+oNIS)o54Hf?$w;UtjuoCI&s{OMbrL%d@UbXA;xV?ZR(&f87i zjrl__+b8=cqV~;Dt3V`hQ`Kuk7nT9KP=xQ`<~)!+yY7Z=uR|Szyy(%>rOKJn|BCl3 zMLr9N8pICZRytZw{K#XU)0~Z~ePG>N-~N?wYH;hsrd!4H_e^QyP)lr8#43>kb2GbF?}zNL2@2M+!&YCIG19n7`n?+$ugA1aKo6CVN(tz}0sob7d^4YN~& z`Cyu795%<0nBN}h#2?Nj15*WCLHt4^A$ePq=n*3%rHkq^FIuRrP4*p;)8AK zvQD2MuZzCqi##n*I=M!7yWpnBmWgO3O(4D$9(Ag5%gD8ksrWJ8TGlzmlKUS6pm%yl zMQAv6t#>?QwaDdRXtvi@DJ)1y+to@Vo2m%Gf|xVuK|;y^ef6X=NLvZ-4g^ znMOpwKq6!)WH-z;oxw=G9rVmK)16&hU(U}Z*VcnZe0alsn=_&5Lay_S^o#u=I8eHO_EQ|h+Y*h93n2_ce*gL+#YQ2&qn@_H znH8XJ;5+A|sco5v43`B_t^=iCBc@Ox4etv5+`y}6k16=7?8|v2`g!b4Pz%^qs^qI+ z{F3Fq|M`UV%Ogc(Vpfmd{l)Qy+abvmZcPT2T1F<8gFcyDWB8zc+ZlO8vov)OCgW^U#v6OY3w$G{KK{$DsVCiUF6de7AqRx;2~`+R zN(oY<^=Tq?nen}_L`kjS8k})BxLYACF%s z5teJKAdi5MF64^p#1-`r^zO&Cb& zI4ME_zhWkE?`KP)|3JpeZB~!eFVL8X-0V^+qNgUHmpHq(I4!E6IN*SrwuwuWrhT4n zg>Qnn_K!L1)H-qc7K)0Zq{`n+nc6Yztq)tO5x5KpY@m+!cC z@k4F4a7QF_^t!mrhPm?qI)L&u^AJvnhngwQgeTV2U_#H=N8mqzWo^Aj~C|jqF1O^T4#wvSe#GIxLw^(mkP$1jHNgjgTz0C z$ZxP~IzNBiO4p*l@S?wUmp3Xk2Aoet4#}#zB0w_ea=)0!@fOFJNK+nLs>&r*2;~#n zy3a%og~wpLC9gP)7r=on9I%fZVh;~K7jZ-@{pQI_7DU^CBxmVgZ6himqkvpC+uypE z;?Nv`pUA{{FnqJ+H6(&whk`REiZ(i{{hH6LihQ`pGxn)ZDuo-DHYa z&zz2U9GxznHi?M7B0uq|qfd|$67NbH6Pu;#%=nx&?(mi6dQO=!r$(*ivoDzIs$d|A zz(a`qKYdcs{m)r+#r{UuQHqm4B&kk;LA`ffflBh2GYk`N)WKV9=eCsYWK87mu2Dms z7LB|CwP(z`CTvz`-)U{4J0AkGwH>qaVjef+UP0p>-CgN-f{y1 zWGkYq#S!wN(lCaD4l`|7NTxN`WXh9Ei{`8rhImTv9Imkqj@hbr$!_Ow^@I2%5Ty99 zo#%Pj!{?$re>0UdU~mEEKi-0n9>?sF###>3FqZdIsmn*3 zCCD#5LPf06Y?oFIVRKfCto`x{w!KLJ4dTIdhJ8*;H1PWt)IHatCn z@(4!K?qieIc`@N}Z=~+W8*lbB2}n!|sv>N?jNj#dw%xtHzcOymW(3QPh2t!{;#4fy zpNN*T@CA8U1h;jX?wRr!dNI)1e^2?L=Bb?^sgfysfP3i~w&HCzw<#lGuE+r=Bha&= zslD1`PZUWH=|T$`b)}=debpSkf8Beic!&rjM&j6xD(Y${fu7A9<%8!=vLp+1s&i*Q z4jL7FU?qjf7K+~9CVE)J>Aov8RBIJ)O9JUaPpD6j08j8jxqSy11r(f-SZv+aNB9;b zYX|F^ckpPr$2%q@6}IIOO$|0!67JEk{04-#cO_j_A`263XXfJw0~)+8S&^jtQ#Yg-K)3Jg#bPr$2HLVH&7V{9h&5a2IkhE5q zO|(!FG<@S`F;|qx5fz3I53CPbWYZ``{~*_Z7?6&!;<#LjI0DPSpy9uy$UBF zRavKo7;R=}x<(@jlx`QXonLNiPmc=Z#g&ZR*M#%5^*Qv2Q z=^_x+Tuz)gN4nxG<9WF~0;SG<-wzGwBchmQ=||k$kNFy`5m!8oJk}D^U0<;E2RF|= z)G2U0XJANPYa?JJ)h>2YZJ$<&)%{S31E<>h#vn-gzo0yBT*m`SuJt$G-w{99Q7t;{ zIJ%$qRh_1|ZZL-P(mql4Na`HEgc??O57qqOaUi(Ctt-YdM41|3%K%+{w;3mFt{S!kR--Q%OQcNA>fb6kOf}BV( z)%Q+rR6Iz{i_SXL{K`;v4MtRik*SOhXI=bGvfCT)mBAl^807WJeJ~tdqJSUhwai*` zGS2pk+|5<+oi3N>RT7&+YEWh%;;s3Btkj)~L6suv(5iTXt45@dZ8x7+805Rfs+dZ+ zZZ#^%Nudg7;0cV?YfgSzTq@DTCBv$pn=kc2G3&Pe=yZ1Z15u(BpYyS!L?K-qA?$4T zI7dZ!RDefStEYe3ED1FZ6WBv0M~9gM#GxfP3B@K!8WcKPH6tDn0r}n_35@D_XFO;Y zb4v`#TtDmPEy;gqL+2GW^2L`vUs_$DW}w~@1-9a3yqL~WDFAMn1UnRkYdX+nnj*VzN8?^zm^y>%SAUwEFK4%>9&d|t+0v`h;YRNj)~%Dp$(Re3 zL9;`ta@EQ0V!DLP&}PNqZ4j+W#r`Gz?MEEQig5rfWyvhQe#lrOw^lPazHn+^mkpz6 zZzKLaxM`6c!v4;Ob6Y0#pg3v0$NWx8#dXbDXm+&+M?_^F8z_wokCS#YGmY+1&bnyR z(Q66yvo@c@MVWN%3}MIa2=Ey5a1}!Xj>GuYq`p)VRawT z?8B$H!@p;Z!9kt<3+cyAXs4$dB32nEnC#mGh!!&+TyVh~V0pew>&M1%ad1|>)R*ME zY-f-8HEj>=OsDj)KlZfwA&Tu9J0xv`tTm_?G#GZA2CYfpRWmTtLK&yGFC3dvPA`uu zTNsYnFW#>jF4y`lFl5N+rU4U?{wH}F==TlCQ;R*wFt@a#>Q-qBb2%hHJhEIOu+c^l zohYB}c3E|Qw|2^gIe^I}rvDn2daEJu(R^vZaW!wq!O!c4KL6yt`v zmVQTkd)l!JdavT#lY!XLqwKlx$TyL%KToK2rt0%>6>J)^V^soW)boDqag^QN1sSDk z26@azLON2XUGp z7=2{I0&9GaLN31!2p%k_gAPPtS|vo!g9k8!;Qc(Ln1Uba)?TC`VI2Piif5k+E<#bo z6nHQ&*}`R z%p?EEKw1-@Vor0Kz6CnnA7*kbvzOYco=8AvN)ho01A<~2$vIC69YqYOj9RlAA9dr1 zC`{d>utv?!2m_M8nVE*bAZyO+)6M=7n*&ga$JC5M^ETNFz zoNvvNLbzhDPt1_}iO7Wl(1=4?pOX5W z6Z*PxaDAi1Js_~VUEWU3=HNL#z-01xD>e{SuC@$lj5kP{ni9g}bU|R5FT+U|k)IZ0 z@kulzJVrS(^Z+<;(ofLLoXUl*M~I12NSm6%NE;Hq*v{}K(r2;_OBv93wZ^w72>jU7 z**wJEO>wM-?2y<=<6a7K75 z_5GA)5m7y6n@GR{A2=Q0Jo!>P9-+Kp#Z9(Gz<+9`$mIP9jQq9K(|j-N>}|T9g4ALj zf>9g2)%rBDo2?)EEM7|3_z-hw2N6u*4>Z!CMJVCP0rLwBrK2r3UkLc?gv(=tk^pWW z^3M96wrOHF2_xsaYCC1mnDBpA#2l2Ex6b!PIz~Jo)=^wk9|V-n2|%p9F!I|zL6&}x z{yO!cNO72iKdHla?kLU%9Y)StOk(<=W3>#bWs_fk!s`BMp2*((kpSbO&E`&Ahn~3W z;VjCu#pdph=hQgfQg*%if5%V(n8yFkGK}#<1OIoH!D%guFRSn^JXYecL{~`|kN5M` zFhXZq^YdnOQ*kWy63Oqunb{26w^_TFW6vDV#41gkKIB0nk$Fkpyss< z<7Xpw5aoXcCHS0dQ)gZA9+}wJVbB{A?f=Ob3x-W?XKPe;NNs=wc>quC;k)5e) zSyMW#4u#$3TWVJ7Tn%H+WZU91hM@~rm(>lx?1^+*YM?q;FUtXJYpiU6pSYDijMq`< zsu$rt|9J};!_cSOkqyMbKJc4)1H%-hAINx1P;cX?RSDwV>CkHh>S;s$d0~wz}g3;Vm`T@0J^Hbu~$@~ z7%vtEd#8I|1npKL@Ube+^(&%8WRSos z{6xY;P=9JggSMFCT9OUhYn6}@Hc~YMkngZXo{&jEB33ui?4~Wf^q_IXa{Bk)g62g4q$*pL-a6kRM0Jne;a)Hlbm_xY5mljwLFl~aw zwoRRkJeZ>WMl0ayy}vo>dYS6r5r6RJI>&ONK-J}eAp$DNc+Ba0 zGENO^oBKcF-ukPJ?+X|Hphb$iLvVL@4_*QkcXuf6lv12RaEe3l0>z8FySux)+s*fV z|Ao8O&B_nS%4FuuKKq>6_B?wRmscXOr646(=g2yecI{=lQqJjRo7|4$ir|6GB$ zNX;4B@q&$KwM`@E@2B6MglxAUF75>N84lrHx1qz3Xd@jsrDRxW)NdCdlxxs^aw~UQ zP&}t}?1-?%&Pv{yDKUD|W!*`Eeh-^5DB>mMQe7KzE1L5pPBz~QVRQtqLru_P(g)q2}9%(@knY!cA^!>aO$S7gL}T4V0~U5%(9%GY(} z@U|9nlmwN4RD9ua+x4uJX;+?gsh63d&U!ysZI*WJ8>xvW$AzQ18i!zx*f)(9&qlH9 zExmQ@xhr?pIE^Bi|&k%}|pQfsQuuTYb zz1GwZiRP8;^=9*n1IlE-(BpJ#4Q1E96wRPz5u>;d2BomL@6Ka&_n z0fxBuXD%&IS;+h(1ZgawHi6>yN#`u;lU}Wv_K8@*qn0Yr1|8c%9glCKC-|CksZ9G= zr~L4*_GN*g9gFNY{`p3FVa38#RuHXALu7mdkrIx~@B{YEnwV{?A#&QO+9Ca1Hl{)l zS2&AFP!J_Z3SW-xuRH7*EtIsWS3o4~uiO3)ef2Ju093@QUrhjyPX{_pDM1A6H^7() zm93kyIWv{V;IwoOGQiyTqerazwQs9fGi>; z;@w+%?AHK^|E-yjDP&#x!!>d_f4Lr=&!5~LF*(z^hF$9QGQ~AEYiSfAqco`iIxRmm zK04Y62m4A+Sgd4@_!7TL)L`a8(I`3hv`hY`+S~8H?ED3ky&3i6*A+j#A6UsOMEety z)J|k-l~SbR@awFYo~4C9_j&)C6gLZ#lYIEEPg|z4{w9>Bb%js58&~>VN8!UXm=szC zniWK0|F||Yfv+q?xuch{=*;gm{7@1diszbn>G5VB)45(AL`Hw2+fN6Ws;M*fAhJGd z63=#$=6bY(UAgq{KQ1%&x95?d37P9^72kPZ|FS*<3rgEaW7Ks--XP7YA%9r=w-eE{T=!{rlNg1 z^xy7AKot+wMcK_6x8_Yb8l^v@6j1BTtAV`zZuv0bqv0G{rw196?&frs8!%(lB9Y3F zt3VaiXYv9q3)xMMYB}ZvmhEcLkBQV^E4WXy)VyVneIj6{F^fLIQbLU{KTsdmK&rAm zi=1}^JNWCJ5K0Wuyz5||am(!vtNxaQodYuw>-dRdt7<5qCVSA*m0ymrl?ji=STCxg zi1;-BO^45TCAzmFirUvzsdM*u{?Xr&AaR=EcvejdY$=ljy8W&1l8<*3XBg`PxTAAJ z(fY?i>%wdI@s)EZg4yX9ttWP$sAyr*&F-F!4-Do1f z!CnCGq&+)KfZ4zJQs${3+y0L9i))0-c+66}o|xvIuU7fqvM98Xm;dQ&D?HsBNI47; z_cWt={&`H=CVqW5oj4`fgNJzN6q|;M@sDUHDgBZ?qHjF;o|7-O5 zjd6-AGk_ebV5AkQI*_SegnwhTqjDo;7TB0^yH=Psgs3N6#Uf=*`BqP;oT-0ES2I>* zCG&z$Vp06-XCK$;ib1^hdz64QG>6DGHs0f(mNPGwd|~rp4o8SP;Yr*_^b1^lZt zzx4ifW>;HU@cgxy5!5IorYzXoNlZ@)C@cKMYU1*BsIQ89{o?zfqe^_y^%Yi`(|#c1 z$Sy1=w%j+3ode}D)K2AuX?44=DRJ~9qa*MEj??Fl7IOWO91~`VND~ij1DULWk3aMh z(vf1^2L-6)qZjC6d1%87qFt?NQR=)N3uvi&I?i>$E4ImUDa2~8O8TxVMfHQ$5wg4@P zjJj#>6?J!uY=iw{Pw7B-{=YLA083P4TY0oY>^P01W3p`Gi)f+0v60j_hy#KmRd*rFn>&{j$0M zLuRB@6p1VPq=W?`;;4*DP=1`#eN+9xs7(6B3zIQ}A$_Qd$SK&-j^3dvV!l7U2%Q6+ zLjj_=DLXWy*NUjbJ(vD%Pg*BkJ2vf$GZb>9d`;QdMDWxNuL&h7om(^9~7J& zQQr}lO-Pk%doDEP08an4@nlzOC&~y*Z#Sv6N{fEs&SOt_yvL3Az`RI#9{KLb-(0EEmQe%6{;5ynx&`#n*jzi%p zi$<$NfgeEzgIr~rz3u7ki{I(I_RYfl=0$p-Yx(fpJPJig*@|FeO<48e0p03K(FuAc zO~SKaj7L{%vI{8*u~ne9-sKKGxV9HSKf=ZB@tYfW;F`!u){&N}O2gmj@#ME69}wku6mRW(!Pqn4ctwi(@|9&yXTl_)zz=~y0E5m%h_D|^*t>| zR%Ug#5Hs|T5b*AeL`09s0uiGld#4cC%#NIbi+UynOKiZ?gKmyI!*w+esjQm|oa$x!u<$87X$mVSY1`5O|;Aa7+o+8vbc&QQws?DfV)e#K*d zgLNqiX!SJvHROH7bCD#z7M%cJL@gz9;bRTA0 zwB|@xz1Qhg%(@yV<_nP}p~oH{%FAo5nO-!-m9f)dC~1?aCVb#F)`J$5EQm*? zV0x35cpz2a8+<4en?G3_BtKen?3`NuE4A~^KAM!QLv+$rq>-!G&y9q1R3+WI`NAt? zlBRQX(Yy|duXocM^Fxsi;(0eyLy{{wSlOXUTu1gUSRo>0(X%mde8UNknN2gR6DzMI zLd+#%j|jtw0c(kc?mrR7mOV~Ay&mlK^o$oyEky=R4iU^$n4olWNK z<({+~+pd0IPBg@H>Z8f}l5uT>-w=WO{d%r_kY^?qUN71$-|h}jr@YBxnM6#(O*@uo zq;>!BWO>$zFaF$203~^lbtI;Es=Z^Zc5^YfmJ~;p$7h{0pIrENWnw+0mYxYD@Hrp5 zD{x!Iosml@AEnxiRhoXJmcn8g3|$eJ(1Vfu^mM8+>9F` z&l|G^C8JuKa9~i8D}9Akd0zwvK7Hjs(6td z)NsM_Q-WSavd~8z@V769T(K>W$pM5{up~#KEE;z&0_XhI_X~b0yl3pA6ver@Tp>iU zl_OD1h^#-*^!Y{3MJ~r$EWP`Ka$P1W)~-Pra-ZPhr=&ad%2JnlXp&d^83%YGNl${! zcFA#)6_(Y1VK&eDPPJ?H%;P7Ycx#K05A@~#pZ#`}|E|^#VU(gWO1%~jqmKv*h5&@1 z71KftT!r^cHy$}1bk|S3qXqpz+i{};|AIPH6U#WFFKp~iRdOHUtzM3pUZoGG0sh*k z%laO_RdG&>P`Rhgd-b5zw_qfqs)RdE^E;V06&~?$KJ3dSJ8xn~962q>CV}XCNYPi~ ztiB!=8%HSlxYg)G!=XA z*b4GA0aUx0TbZU|!)@b`vtC*^iP7rLDEL{ucw4#u#Z ziKO9e#U9m@yzZg1o{ND(CvWZ=Bc}bD)Y zD_u#V%{p-(FgMpw5`t-&Y23)f*DQkd0{?dUOPir4KWLpu@tOW-+Ea%iyIDDNBjmzB z(FEHP80E+#`E}ftbzE`rJ=B9Rt#3p-Jb9(NbzA}=C!|w+qO!uv6QMUb^&=Tgv@ck(^cL$e!IH;3oV&L$I^*ZO$92q~XrwS6uq!;NsjM0pZFGe53vUny< ztCjgfm%@A)Iv{N1qm~TKLn4Nz5ZbiCk(>u~Zt|A4 z`>$)ZF%gF8 z%nAG>3Z=3xc|l)_K^>c*{^CoSXcsOqKmYm2m@;G6ej;GG=oH{4ma6>dxP!v;bor+u zj;wn4vI2Q1-0qlZTYb_(=kf0jhJ+Z+TSPQ&fYM7HA$JQE*<-@6%wkyDvylRk!{bWo zzAlTLM%hT5&k7S2tnISH&ZpNtYGTUh8DGT?ua-Z+RM?C zrPvdcHu|@d1THu6)wU8L`apF{Q80M&N8EPY{qSz-(Xc@?!jBU1gl9KN1Ys67T;R#k zf9rf7=n3ief5HUW;hh!rZPF@Wszj@%jO1}J`u1x_1?0C5hVQVBWnIT9}M^I<2=Qwb=1VX$An!G&KT5N zA?usM#$Xs9?GtNGs}l z{Lr*O`aUbJ(Ch$u^W!|ISn&f!;c84D{sEP>3JJDyb1Qj`6H!XZzgiZ7 z?VxH>79gM+UoD-$70@0%gjXAu>vguH@v{%bgTtom5311=!qH=jyZIHKN;7lH*(|9ls{|12R)ceTRaih?}%y?8)sCFd9LZB3xztbUWj*b@pUJOo)tZ@X$zV39^c~Re(U6{p}%84oy zXYMuzXFAC-;6>v?&A9bV^AriS@%2)XU-y6t;NI6JYT+xNy`7$>;q#59>qVn#4VVoV zdL!&hcoc(UTB*Gh(_tDu&({y%Yuq1+`}&5XbT$z&n}H^CgnLih;Vxu-vOi{@GW}<@ z)yG``5Y0IZKKlk#qnk76D z81pdJviM((gOl~9$PZvsL{~4HbDSGO5VA+X6h8CkxAP5PL01q&)pSympCk_2xr6){ zkxuI;@HZ^xA;S&w1JQMUKauOHXdMyF{!b$dPV1Gn?lwwm(XHGb^QpgG zVUPu#r6Nr(xT0QZ5!3p15LIt|TVg+H-iTF?kN{h4ziGO|5EO&J1eA@ezC#aD?EL3T zZY%^rHC1Z6aPQGXLJE$5m=hR}bWacuVJfM8Tw#i^IY2{s_4A*{gAG~2SC?cMJqI2R zF8N=W3HDz&K9r0JmpYtHN9pr`%LI}|pi?pbImPw;zIeegwl#h@ z7Z_XsnJ|1jA_m@rGR?%M`W7Fvh# zF%Y3`ks{d34z80Um<2AIBp|-E(9)pCYXtt77FIfWrJlIIpZcc7#Gr@$$I(l<&Nbju zx!Ob6TTJVvSul6IQGC$m5e^(X-DUQ}I7a6VfF2g?+RPp|M1VDbB0JY7!&u+GZPRsm%Zjk>_lY&B|j){FXAMc-7o* zevHs)n62l3ze&XWMkAhO!(cRn`QO+7`>)`STCaJSuXx6!9s2J7fIoUc)2ty$!NYO5 zn4Fk223QK}U%p7dLtkLIBR))cT6jo{bhCzzuiwM_dS(+Rx7WGfLmTVY@dJ!SevgBB zfBNyvXiB7z|JUzrI9>bMJ5gtkjT=DekB|@M%xSI5->_)Wk4fy-NYZi_X5d|Vm8AuZ zW)vXorB_nf>Tz`0bFH&H!%H#qMO8Z)fdZNTzn$!|hTEj$tLB3XXRo;@w49o8Z6YH) z^MmSYR%`<`n(r)P_!a$8-{Tf)BNlfyPTWsR)yP(>igp8T)FH%)t*yW(FL6A-GI25b z4D?TNF3X3YsGy?gMxmP%0mwPe1UV&j0R1lEaUr_8~sWuMc*dV*b;s2ck7nH zFO76rbq-+0@OgEi1O;qnvnv&$2>vH~jNHWpidBgBedIjmr1Hf575>1`@0JR1l|3f% zmYZE%ZO4lc@$|+ot$VO3Fl22i+r`2yrH3yEo)tV4Nuy{TiYrQ7nJIj+V?LAhT{0i; z#VggW-{HHikf6=gL8fqncH^)HGnKF1I1Oph#?eSXxDYk=fwGEmS+M|w-HP8e1C0@y zlxLacI03Aj4{pd+b3rk7H}|q-KN52{@%4J9I{&|OS}nVhJcA7O1pTOI!R=ZI3ILI4 zO`@}GFO^Cr9~u}yA-5qDNNDB@BxyA9qrKu>X-P;&HfnsgWa9;-7p6esTq=)KZ1q7U zMnmB4f{pvC%(7ZuQY>1eYycisiX+LIN!=Do_`?8-BgmFzVu<1UoSaauNG=IhM7&P4 zzx)@OR1+;0?HItwNeLuUJ2uvZIKXqG_ z#lwApBzzyxfE*9R+nu3b7xLgTGAhu60<$ngR-sLJ{x>Cz9q2C<=NIRj|FFM6$fYyW za{1Q-KNc}_mVZKEWSNM(MPwCATkp@)71W+IiKCK|AUKQzG&Mk4c-+zfOnSiGzwdzL z&mu*DJ-NECu#8lK`7ZLWd*?P6!741l$Q=>)bxcReWgI<~kgU zmRMvh9H)SVGnF;|e#=6fiyEOOi_rY?U2%?NwhR|gn>wOfdc5wk!4DqRek+`3CD9zGjl8A=Ee-S8tTwCPZGX#AvPIFXJZm0LKaC^(0$Kjh z<1f<^h^1k>Tw1Pb)8VUC8E>87cbRL7`ZFGf*Ja7np;P7HL{hA&tF+)e+dPCy3+H(A zg7@cH@r2GJs>re%n+^2+iD}N^%g&NX%OgwSaf8$8&fM6$!H=(1yxwB$LBq|!Le^WU zF>6OOgSV)8hpTTs8FqQVrol^xHEliqD#NeG9bE-LOQttaZJE!XEf`sQo|2MAJz0CL z2Z!%0m^zO?Q_#w-zW8I8vfz=_*}Q!lgH34c`~fUvS3lUBubOAeFd{xlZSlWDzURa?=6{xB%ANaiJ5AF0sH!dcmOft6a)|Bh=e}cF3-86|^nObRf^n zMxrv&Z)9-b%-OWY3>+ofe|Iw?pZ3(jL-YA~Dq|oqx*r(>Uq+nyvu7oojVSF-bQoP0 znN6_fjyaAtR1)ce?RvzbRd#*sRYeQL9jl8|F#edzj8dlu{;-N=q@9fjYCdo#xGTqM zDpkX;oF!#{(02zYMvDq7`SPU;v$sMBT;3nlhF!sX9Sh`h)YLcn-{#XS=AUk(B1Av7<1n z1sXq3ucYB#W(yOPg7o`Zn}KK6am;rlQAF5 z_`feV4+3Ii1IiW!Ka_iae)S(mv<{sn)4792LQ(2P-h`Y@o){?t-h<3w@bKkt6#8wk z@`1d;d{!uLS2!6xpdv1%60KF(_p`6lcP-2`OXrVC%ojK{<9zx15d&}P?igRsoavtD z!{?`Syuo%|#@+f^=>l7p(}WWc8_(s>apd;*u*9544~-o~8#zY5%9Aaz-7c9ShV!y^ zNcyQ_HLX9jQF+%*WqvA6*hFD%#K$3-=cI|5HN+zHQ6FS@$EjWOg7B1D4bFsZo?g~jOZ1Gsl2IWwBOPUF0BOA+P=MXi>WJTKM7GtO${!M=js zpc-?q?~pG)S+u71hzHLr2zr>2lrl~2_TRAtXOazmRsR0#ujv6N!CU_I+q!QcA^mTB zZoZ`n$%QHQ962P)_1I=RzTcMMp5-H-?%GQzL38Bs8%l78?9hB+Kv*1s$&Op(n*e(X zJhUcH*N@OOAJ`PNSBxu$i|Z3&8Fm{9<+#|Uwa66k#%Ao8@*gEK=a^Iet)ca^GLN+> zPQOM7zx4VeN_R}-ng%4>S3+b(|F?s7qhrGD)7Nz*9B9@_j<2alzGAdAH=pP8x*Lw?mzo0J%ZTdIsV>M?%(DwtV!Uu38$J%-4vQiX{)C?FxgHk24 zD_#rXm8N=ddb?jm@!eS6I*Uf(-gcVxuw@11%Kpqq6#fbZ1z8SY3HGrymaX$_zu}+M zbDf(I?EBvdg&Q~L-~HUhNoS0OUgqw!2mSqSyQea9?m%Scn7cZCUiX{)iN;_nQ0qHU zSF&&FpgkDm#kH&}L0VWgE_Bp-*-=RGJrpA@1v*o8#jyzH<9|B~3{3jcmK()87 zD~T~>5XUkd_ctcA;=~#>$Utm#dH6OXb)vc@=}{ zo;AUCJq^#F@x1rai6-Eb3gyl!ea`dIYEhp=`-@e|`(|9FB?QqdUvfX3*@!?}gop7O z;AOxiHORGEpxsT?06!NqoZHW)A% z?M#L7^@`pB+r6dl^hS`RSnicngrmV(U*Ul7F;9{0yV)4@rrK$ZbB88B1k;E)OO4($ z_ns&3Z~l3@NkD}D8SR?UZ?)O)7vp|kui(Dug=S*yZ&9Dzl3wD)#KM4c(`7J@1u~HS zo`7r(3KmP)XkL5GGFR+o*KEyHoVNP2G{n1af{r3poOy{$ixTW8`O& z%`IzIht*ou7x0&zk7I3m8Ue4;-_C(;%%eJwrN}C(qmTo`D)VuSL*jD5T9kLc?Sqaa zv}1$1qe(~CWIW~$sRsGe?z|k%YSjZrf@4>Y+z|2O>Pdl=*&yDy&5W;|u^tqyn^nMq zq;;3oCq3&%O69k{=wAa=vrHiOEE9-lGOVx^|7;#`DmhMl`H!v1C&Ip{`2c-jt`@`& zyjgzgP+=Sq- zdwIg~N%cX&^5@qB>Nk3J&~S@O7TQg^@8yl6u58!_+q)u@$Djm@9>t%Yv!`yipCEFm zD(7=7x0;yO5W`PIUzrYrIN)3s`W>J&wf7u!MD$ladq7B%@8#=Zv@em#{w}*4=Nt(* zWa*mX)a+*fh`p2gi{S?{PHW5PQ{gto<0m8u@b-T_{6;_rS(NNPB`apMT0_n{Kf5SR ztLd-kp%T{-Yn~uf8}+!fetug^xl50{Yxx4l#Ea>9(_s%u{OJ`E6&1Y#aHoZIT+{Ty@HdmYVZiw3@a zN#J2_HH`el4F=7}Z&24!7!JjS$58!*q9DIR>d(X?GJH&hZkW&HeZJX}|9!zlOgL2V z$6^4HP9);Ak0UHaYGT>MjP6;`vW}j{hIOcbLESOYVo4&}_bm^f?cztTPCwf7E&goe`j!r{GQy4rn0?*eJ2S6yo%Bi8^_|BaH6-+6!0cxc;Eof5oBN+Ko4)R=^ zD)-AAT&9TaG#7*nkS&zWac4#Fy2Qx{>7+|O+3h6zkbSx0eB#`Y{0SmehmopLaXt<#lKfou;F!~uJ2pP{-qo&O+V%HE?xR}U4)Z^)WOmX}3YPlP7MeUYje zl=obA_JPtEJ_k@-@Sy*W-f*i*cl5P}$|yop z5Zix!%qYlNM78sfA>&>emoYviV;Ms{P5E6PJkvA%h!~$wUB?)2t#Dh&Qj_^Pm$}$c zMhwHJp~{tAQI5;)o6ZYW)NID?!?#K#sJ}-d=tSChQVx@emZQuBLQpUvZDCw&0*b=< zEMfHcQG-6<>K}*Kifjh}$&r4)Wxyc>TkK~81iJ%TM=3tCLsCu)hEAV+DAQk>a^G_0 z!i`4^G)1g*WKi5imd~?j+7@4yH*!hidShh}e*-Oltl5})>_(DC;qu^GA8s6(T1Ko{ zox}pw6E}7F*rcFmkA}7-k=%dUc|_ZgHRkw4YV%{K8L|wZ2(TXxhIvCJ-|6jT=%f@H=>}ew03DCabj~-GI#&5 zYt;7T2{b}Ak2_U>*;~Vy+0^R;9dk9|~Npb_jmOBI>OX4yj6!G&~ zepla?%}^siz^1N}eTBJzPn{t7ct<4}ByzLAfo`=K z!53E#@Oos26UXo-g0xBGsfhK@I zHX}zi#dvrZIZj|sswSjg=NhU&X)n8B$wrY$)4&bZ^79j_tnZ%mAl(j3ufS#K^Wj=w z-xWEkwj9kgc#VvwJ@mb1%l}w{{Syv0W0)4Cee2@ubN2STvmvB&GDC>%W;{Wtno%&|POLalj#1 z*QR2pWY`TMugRF;GU z+?bj6mAxfCI7AfHJ-ex8P4uD{@2WRi6FK_ii#6bm33*LG0-Z;!g$5Bxrl8 zKF{z;e1{ z`VQz@=<|Q^6A;W!l_5p(gU0eYQ}=<;TMSS$L%cGj6l-NSEd_pe#vFg2ZvuAxGbbe3 zt^hWb@bz6Hcve(mS~G+04hJNi#wjMNZEx<|g8n1%mj~=&@Gm;CBH%M>E1pv}O8wEy zvhY4_p6VlVN~nF z+(YlbB))dxQV)V#xXZBPhK)g}rgJWXGEdd0crJK>dy7m^nmPNRvwI;e=CJg5hB4sy z9l;VBK}A8vCq)fL6IxuMlYyA5x<;U0e}x#-zrTjQ_x2*ys^0_dZUqN1>yOJZ^m%BpSnT z{s0;Imj)Cd6p^GRI78U87TNnte65u~c8B7ii=389FVzh0N!Tf^sYr$x$q-`VG7@MO zCeJN-Avb1JG$dYf_ygFrJ0|X6ML6+sY z7L3}mstn5L+r*9OUuTkeivMZE&yh z?4@ER+|U<$j}CWu@Z^tjYM+O(KXG~{k{SYcANasg)Zph}crOF;{)9A2FhA61?X+;!5{~(B-aEU6|9x2#Q> zDb(G`kBlIl^Ss$_Y?W%z+@^}(zacw!S<&7sV3(8Q!?`OGrE~*Dd>T{sVo(f^$^58* zL}CPPS`pb_3xu<%124qj-7X&C99z=%8=XxTkA53E9bHbo*RCh zX^ENLNi?%87eNBX%gdV<06lZ*hhqkYZFI8DAHmuBK`e*dG}e&3DIrM4e{L&T zr)H*U%S&v0cN(FY8v$Q!|3Jq&LI1}mk9|NtIwVruor?&}<=UM75c7NDuT8D zI5PhPxD!JD%{J!94tn3r4_$eILoa;dl|_ij2}S1Z!&t6-NW)}b1xVI*|5Ai13W@u% zFN;IWot=c%zFuMo>RZ(k)WWzUf5LLy@mGiO`ZaIMB-~CnwC1h^LXQT1FRyV~PJ{s; z@Xc2PWW`hL9<=QGyG}J`Rky4oXE6Vzld*O=$)W%zxX73{WEJ&oqbAQ>)*^A&_AahQ zFgNX{8^qDM-#ptJ-r;7c4hB37ppp=-b=J9&YK+&%3)Za=u-V0-0dWKxc7;LZKo>3N z#}X6B^ee;mnqJbYLSf4sDf6tw4LtlQyjmX@_6Am18}4g~yy}#HJLc`=X=~$m(FgpD zdJB2L9RPWmVeG8mi$VmkJU!U`fTn6z8QaR06UFW9gJa*xC<0f6hMw?&6Z)8>UKDt< z3^p|1GQb?|1!lgZ1GZMJk20e*(RGw`o!k=p69(Z_!$GrOIr{IziYf8Iu+G1hdEiE8 zz6t-+1uMdRr4l}S)#5aooMC}a{_WWI-(Pf-EG~Cu&@8`T?F1(k)Hx*MZ{t6Lu6Bi1 zr;dZ@Yb=GkdP9~p)n%XjCyf6d!fFHmM&aJM$7^B1+_d}sIp9qbDm*{IrU7j}i=|{i zz>%76;b_DTO?&eGmwDNlDM_15htQ{h0i*=&S%sv^{4x@8g{=pPc5-1nDW$xp}Dew+^zc0>G1xWaTvhymV``PPud>u%0PkIn_q2F zKhRj&iJ&)22;KJz+D;!Juv>e${0Yp}U?-LH#Sv=J%F3}^Q4Ac@F#6U`*qxmtC@M<$6AHj$Yj zZg7ENQwg+1A7~^MAASC2ZM#Xs5b*tPSrY(cAEX=)M5T#?LF9EzZD=k8EE~*&pNz1# zi-$y~Ks~Ehe0b38EDXoUqBeL_4pPFp0cXxuON}(4LxuHkxdo3U6x673{AGs@YQfKb zN)=iiWX5CkZtG!5e1For3GmPf#-2Cq!d2sFa#c@-ANU*BKmfSodDGk%DZj@$3_B&_ zdpj0!e2iUXWvO`EfsL3|HV-y{wen!M8Ik|n-AQ!m3P{GM6P?q#)^$7|X|?Snl|Eyl z3)x#DjINLI12f5YECt-GEEqeiUVR!%S4T?VV_we#NAz72 z=;kZqP=B=R@YDS%B|VN!UW;bLV*J;VQDOIAgMX3r_k>O2U5aL!-;`jGkmOLt*gCYH zyX0WIC<-Xwt}u*1*WX%|kWOP$+!s%^$>t>$r45iJvA+xUPtFeH^NP#LT55SkVi6wv zc_-b_cG%+PW}(}5ZflRe(5ShW>pb72c3b6-D8j#J@aRPen$1$z&A02@+xv70 zsp6KhTpopY{P zic{kIS$+R@E~Ds^=xY+ODspkqb~|BnVq|g5NB8aRPhZf6d6+#b&js4TduIJ(T!ni^ z8Ps9?t#qxYd=NMn*J86{c%%2-cD2G|=h*}K&0^Oqp6m{M$$6h@d*t=5_t=vV+c?Im ztY`1(dVZOmmlx2H*6>@irxd8p?iu! zFVgc*=V4=7DK;s;VAXG=KMn&HV& zgA&tNE$7Q#7;yz$4ZD>!OQW*O2?t;VzBI5K#9GFW=K&en<&W79zH8lBf7E#%7|M}x zlgca}q`hC+|!k;Y6LNw<+ z@?I$Z2#SF+!c0^A8$q7nQf-|`pNw6s3Ioalrwo!vqXlH~co zI`zz_0*y3=aM1hdrOAy4rjC_&tY$;iFR&$@(TV?QArCl~oEhJg+yk8-1Pom+eFG=> z4Xc8m&VCGPuGRBvQl;6y5>QzpaCzA{o1lo=4mJzY3N?8eXb}s@nl-s5LUWUoPtR)* z+RMa05a)nNe0S&Kx&-;dhgba8u_zX~oQ*-NTXVpcB)c42U4=$l6i0 zfQ}c8-EGFAlR)m#d*?QZKk|W$Xq%;aWtTii*4M}Ejq+enlAK1VFxXLA+Js`A-1@-J z059@o*xyeyGAY3)>~Oj{YY+2oiJniYuC`>LPw4U9$FAUvdM<<#^sez}<7OYoIZkmx zJ!7md1=at0y+28^kfel6IXl(k6kRpz%07>O8(#iVQog+>^F^IaK*laqR)BVYgfh2g z>vTWQ1onv}!Lno1wewI%H+@)5^&MX|??1jNm+UQQ%>GY7nvfHJn}`o4Bkha3`4>0q z_}C-4#2LAv16{Z~9#Qu4&)TUCNe8Lmq5)d5DhvI)kJS^@G!Gk*_xWg{)0hW-(U4jR9cXxO9 zGvB{X)ww+v=kiqT&D75J^!D`hbieQKdD^*Bc^oe%D>wW+h~wn2*xO&Azuxt}&(!wy zA_&rlJc+xJlRDc{$FHq3?+9!x@yap8lqMqmWcILnXo&Z^+lznJr>gE9-aZh@(mTu2 z%4)bKteE94IObZj_p!Dlo0)OAqCAst3Y5nVp1yY5#)I9s@L5P15Vu8^AbAq2$aBag zC(*Zo@;cCKEp=yI5zZJ)@F{)Sp3ZhkQ~Gf=hWM&Y{jcCup7il3TsVR)tPg|lW588mO$1d*B#G>mt|0ok*1U4tV4iKRC=Y=b*6%!_p_MG zZPaBc*Fi0d7cU_A^B>UHi+R)}y*HpL^E~eLtD^|DwcdL7{HuB5hD#xXjj(jS((Q4r znHxE`?#CQWlHKg%{e^3~)}hLV)JdiTJ{<$v#oA&Yy(D-i6CIf;1a~yT=Vr zoJ35UR#!?+?g!I7%Czf)`5M=uAB3*v%VO29nYH%?a_O?BHikcxX%EY6T+TGR9!=|! zu?rt8!0(E%_Kj&jzvqP)pPn8N=v*IawR}^}4>yj;XdX?fRJU1fFuSZ;y1a=bF}QU{ zFFs!w)&AGH-D(<4drB8o?w?-?FoAh77)5U+cE%U{{PSas}|U3 zk-qv7U-A-!ed8=UO;wI|Gn_Gsr!?g(VrKm$Z>;`LRN6Q(Q9d3KH^vQCYZP29CA0c2 zJN?S&&2G!d=LsxEy@(F@h{gG}^pL`?HdRtk@bd`078pecRs~a{CEaAUzWlbb`@`xE?GthzWE1v>{1FK~!>p%!W`tUO z8G0khL=gLX__*bI_<(BF)ltp|8!^zYd)xfUj~7Cc=&7aY1MB65dIkv}mHtTGVwNDz__v+Tzn(U=g4%j6y;3<-&NTmqG zowQWv1}TtI68ZoEqjLl{-y;d5R zB1B=r$b`qGQjVdjXG^&o*a)~_Zuhx|B23#h_xOo^n9&CpaY1IeKR~RzVW~ipJ^)J4 z5j-MVick%!4y@3f8TW&gIV#H4eNNN#D~(R$ys0Iv+t{g(FAh+HAC013T4aS=-*&Fi zB;n;5KcncAm+hR`mO9Z@gSq!xPDYyGAN9o{5vuFMgzrP;VK6cup6Ac;1~B}L7o@%d z_I{?Rv>$G$e6FuO6nEpmgMni$NqWP7dzm2u+&;uI#nc|YtNvZkUs2I=?pye}VNXls zypmvPCQnAQeM16--h~+Xo}8sG?RHcLV%F~mczUw#*rfzch(Ik_qk)yUqsg#9YIQri z8Dx4-JcV3AE-4dCj1pEHKG)k`in|eDm*9UEvTPPsxCnHI4UfW(K>RSrpboW)K_lu7 zCVsnvh$V79Isnl{*T%o}6*G|i0$uwI&G`kUW0j$Ya2tbrIfj9X2Y}Tge~^&g%F0{e zGMW+gR{5i8O1$#D_#Nu#22Qm0XcTfhJ9iI{KP%b4%P8Dbu>^A8A0YVnhz`1530cbx zraN;vRJ0}{#%E#Leh0GtHdQ*vZM#f~RoC(Mnw}`7I|Cnvu?$H>(|_e8hsWcp@^o}x z<4T4jNrwA_66$C(z>F{HWcfG+&h_Dj6~{)FX){0(ecxgGO6%Lp8{6CZi5xG?i>$m9 zlPiQuK%0X9rvhk_eT@1M6Dr>s8)hZ*S%ID>wZUC&FxV6GcDISS-H)KR=Gme4i!}5u zCIBP}z|y*qTrh^~GA(c}M1*#BYP!O4Zb@GZ=wnl5bmEjptgkdJU~A{MCUrEvo5njXoWytXzqyx5B);5-5R( zZ{}|yz-mPD@W#U0c&4PG=mKJA%Il3^&$eADDPT%6UBXM-a;kk7sZEdQT9gqjO=jO* zSobo%5>a&pMzo*?2QR$Ognvjb& zxMX|cBPtdVxFhE{EfQGQm7fTM*3SYaG0zVBW@U2d^H1Csr>E$M_K&&_{NS&s79ol{ z_2(Uv()OKy?N&t3mxk$Op!xH6g$`C7DfNRMF(bAs2QnF;CLGO4Zfcrl`o$&+y|ZI4mS>R@f`-AHq*$z-{>!hHcpDGQ>i3)iQAYKY$Xf8b3M zHrtd-%P*BiFQD3ErUwSylm)fVT9-2VGF$0-Q-7BdLMz|u^ak?(8AHWWe_wyN=Owiu zQ0a2|!e{g^UHZ#iSQnSYM0`KlNeh~EZ?(X^$$r(80B>qt!qn~A)NIz{uNFu-t#^G4O`yB6&80^Eas;*$)}YkjBZNmd?!0~vbGfWueWa9&ki@g_gCwk939+_ zWHeI0u(Wa(6>1e~+^Q6uJh}B_E$2*ItxqgX*3BFoKkoh=f^H`@522ZgT`g|UQ&+Ae zzE%9oYI@No+vLOHj1{v zNG94lkp*ZX~uac$LgtojUx0Id7oVW-V%1~HxV_w^JwXu+r^ zo%s(42M(!&YQ+OGM{!SXbpZhrY{X;tfQ=sk9t62c(6%encTpJ;NHeBg3@FygZ8OiK zzLswFKMJ5@UHZ^?k*$V8b33S25|x#u4qEgA*Ml!~iCE*=ArW&7!nrLe15fskCQ|8s zIy)yd4Sn0*rge`CEG!Tv+fdqngm|pg$MMhk zhao`)dKVCj1VIbFESRa~8cUVo$)!MSc1r0R_HDqd))oCNc_%l)_t^cZa>7q_a^8II zYs#ALnwr-K6p{t{#6;&wr|KFO0qX<*GSDlYCH5UM!c~L0jTI|r6_}s}w4%#1o>JlI z|2RxM$&?AGeps(tz+&4JqZis7c|yeNkSFaO%jYZ7l+g$oqk+ht|H1yv4w~X(Apjj0 zOxGo6)W0V@01XZs*Uv}s0jsXQ)U1Bpl<9Ecg_G=f_>ia4WG+~^8WxkMtnY)&^PjuR`_gZ*7={YH$!9_ap z;Y8oRIB=7@L8yS%j8Shm=Q5;ZHlP+DcT@EU5l%{>!tGbD`@nle)BSN^0wKDt@=5|O z7XExv2Q+*{>NK;*Ju&q58D~9_^spA7k>$2bn;D?!(2hh-<3hA^s=ZE&%MUT2O9b3> z8#I|g>$Z*3a8n|KHbZSI@%)Nd;i9l`A3PEj<&2-afa7hJMj}*M*!oh`l zlHnSVj#ilW#yWBfMlTR&r&ct)sDL3W50LPm<-kZtrx4HARdjiKVeH7DO&q=?W?VIQqsxiTBqORJfMIiHJ zP*u3GoBYmHNq_91^V60Nm%Y*5d;Rz4c7<45kPM+N`4wxBi+y`-mW$igGmTw27<2V~x*H%%FjXxV5?{Pzcas`2AomGJHXK*h z-0CoKPaBoqas6bdSl_GV`I?NPVDqx)o!9Oyrq}5#Eb8}&MpGpP8tC%-{6eW`%l*>I z<%Ra6dAuNn)l01>PHQt))K5^)lk1x&$|}p#p%5esiaP76ehU!p5*1l4_ z0|g}nC~9$`swRgi?^pW-FN3cF0kY=X@BTU&LpF$IK0$2<39YJIc@UKrg`f_Us;!?{<5t*d`tEm=`MWn>G2MqAQXS*RTYEZ&qRD0 zl`Csn6s-^MruU<#IEF{!L~8uCbS-iXDR#OB%@aMwYYE@+z*_%eNuXC@rwV-YLysez zaGo5{-5zjS35-M&b+5JKQW5&~qD4@EGcBd}wls-KExBrY>6EMA}FB z5`@ODF4luCy4QkO%C4q-s2~iol}@Q$)n^7+N<%>6wofXgIcLxe3HKWTqKKUiXErMH zi(!LP>})w0CHD1RQ3L)JC}FVi!BXmwL8~+4AAIqx;u%T+{rT?m(2es2oa%+D4>^(fN66!9F}D<> z*vKmh<+Kkfa85i%%9lUSb^U}LD+VwqBhX8YABIrLH7r00KdTa_7f9pi5a2uppKJ$g zz5rb;ONEE*Vei~T3gb>b7(3r}hX$$DHMySP8l zMj?bzVAqDS#pkdEQq%t?E$FG-oB{sHXxqp!auTA>+#FAvM<9AuvsihrnQ7>+kL)Qc zCH<=TCDC&42P>Wj9?_r|pz5~8(L;#>0Y52O#czvIXw;nFy?2&K=cS=JugX|!KUFYY z2t;Pb!5%^P@@JsDz}6l09VT~dM8=uy=&23XI zTlt=a-`G5TVL$~z9l#{b_;pU!G&S%Sl=l1Ic?I!z#LVI0eaX#Z8uSo*0MN3DWYKydf5@_i*DJ|%QlV*aEI(qvfIzL2 zTm1@ml&G|CHsfNuu)ner^0|$F z=P5J(q!c<%#}gNX`m68J7nY9bL-5q4;Gx}80#1{O$l<|#xUHYo-UCxrY9LR3Vp+Rh z4JTmaB+fG#on8PB@*iop3e1_Uw=s7-J4bwgm;s5gx!V?5-vtvk-H*7AS=Pz8z3UQY zxY%+Hnk;{7dr{E?9T zW-1!n3fE|+@{SooAk$@i;I)C8p?mm#^|Im6cXW^!nurG}8VRtNx; z1Ys+kr(SnJ=zx@#DVXDnij~+K`!+@*#=l>?uKb(u5Y$_8HUTOzcqg+RujjBLzyvQa za+fLIQ4<{h$_BFd3-+B-*(Xy8s}P5XU%Yw{fcJG~mHHnVnrdK7-Yp*@^AWP~GOq;u8N}4X z)tVYrPQZ^eU_q)gVQ6JpQAra4+C-Hk$PxYZ_EUrc#TzNI1(BW(#|Y#vZ>`>QWIo(7 zCOt{xZUp7Zl0ivrEi)gCsQ=Aknz|b#%?zLbzr~8FoT8*K0>0?Q|7m%#Q3>`@;KW?@ zZ{}U55WvfR+M8mU0;V{~xyTJz6&U5sdS!n{1D{yJ@eiF(9arMOZJBLqy0INuF#s4i zyTa_!gvXey<$PaHmk&ZQAe!K%(p&`nWFgJqKa_sju;2-X{o<|r6$qf-f3aBS#!mjt zZ42J95w{j65S@a;&ZoF-abHE$Egabc{V6Q>wJx@I*#_R3hQ9=QrrnX84nUL?c_a3+ zyRO&{*Qp@m9>qWC7n09@s(i0I)xu}2Te?$jv&lh8qKLfbH<{?bMR3ptD%P~_u`QDv zm^3Fx19G8^DPH2#3+NOamkQx|#%)Q|wMK|GB)$*+v1qEpDqJNIj1xW#LZM6A_7|ZN z`-{OP-~T6nzHZm`mKLIxy&%q0&QAE}A4=QXe3F0K5_@je*8jBveEeQ_w<}lkv zGAhgEnW3IZfvrX2FH(lxRr5ICIuAOMbA4d7=<>vxDEOzthAnFk85B~mW5=G8 zR2$z+!$=FMe|`ALTUnyrg$GdElUq_e%Eq;1*s%lkwOP)sG^p>*f_m?(O`r8KB!b(- zCmhZ+UQWIaQAtJyD8St>@9p!Ehvzsf@)9T9O1qwJf7cC};4toJ@rH;Ram#J;mbAg2 zWFC`BK?EIw6C5dd`5%0>-iGO%*Ld6ZF+fRKGg%{ACLNF@&%uT`j3?OVm>R)s0LG*d zP-}*4K%r4jg#e?7q13DY6NGA82-o}|gZ9l?jcY_^xd5eVMM{WZ9(3;m4CYU!{;xH!1%h!S19M*3Y!6LYX zohUMr;ai*LlE9dv$xuUHf_orYfOIzjF`3_y6OaZKc) z#km2JR9L+!^QUDVv#j^ERmev;IB9Wl0t6ooHWS2<>z2&`;)_dI_K`tp+uoKLA(y&*bDio_f)r>uK%bYe7!+>O$}P<-&BBx{cxkl$_voOrf}cuC(v z8G#`w)#T#jP}E1%xG#r%A`E}uo@6V~XpZk~3eU{WMUO}nyly^46NKW`^7*r2;^|fL{+ab8}2_uOZkK&ry;MX}Y z3=DN11-BwA)xp*00uR^uU^#^w3-Lv6pv$JbL%ec41kS~f#PO5MS*Xn0r{6<=4daW7fFDinBo+VS_l^3vHPjJWIZtT&S2VHqwH&Z%&08i%M6n$P4zeDbI@}Nm zZ$P45oMZpz7z;q-)X<}B!DTAwQDQhFi?b2@jKkabZq|^-Y%-f-hdTN^qVpwBTMnwF zDq1H7h_gbty+fgc#cm9If=r((WNp-CY{vOLtkdP4(Rlu+>vQ+=_AZ&RUMXZ6% zJ^L$u9bY%O;R%!(JPeMZ!?`|dXyanApH!(d1OY~77}|sL(6g=--rH= z{|^=h`v#G4{y!-sV=Oe`M61LH(z4l{Mm-xyT=b5ZkTsnx0i!5PDmj`VoiI&HQcKof zgx-$>WVYsPfK{f^!Yg!1(9fY8^4Qwh0Ku;W^-XJ$210dv_E$&i_0v^}srXNK@Z@i43NIBIS?w;R=cPpRb! zJbvqb-$r?|fo(BOa`)xxa~dBGV!TFRTMGU}t4#S_jGcKk=`ee=CX(53H;3)N83_R` zV)3s_3BC1hHJ2HsEEedJ4lP@1OH?b%0?g^GJs`;QemL;8u9@PDpnecVk+TB1GBZE=%Oq30C3r2Ra!!qLn0a22bGV)%le1Cb+dxSk7Dg}8!kZ{#v6%}370%F z=v}(RX$fx|KaHpf*4x6wMFb`Et6k4#2KW~0y85$$_vL{FbFPxWz))8pu;Bc%^%0Yj z?u<{$-%JAw^F3W_Vz2KU*2!jhh7$I7MHHpypq>cB24~n)w!2;&LETRNEH?1I$!l_v zKyT=sp@DvZZ^TRe;XqSU-5X8zsQr^5W~D- zo5IYFqc?>6fQ}Yzh{2Q1yEEXHg+k1>li9o&j$ic&T9hmJEx*0#WD!+lw&=C$h+qsW zbuSfa4YAv%{|ZiRMo~G^mj6GSBJk?Z=yDg1JppHexNJgAG*))4?`MW|u$r`=)b3*R7ok#f*IC|^ec+J}jR2%BU3uGb_& z&4pZMNjHIe;3v;#H>dKC(Gw~1lgl_-EwH4@Qp&KE`h6SHa*`>D4s2*P^*x!a+DXa| zMQGymH=dyYlkbON8g>hFuQc1%!tfcK)LDG-GXWqI9w%u}UwIf2Dn+Ja|z=m-Ru^ z+d(U1iI9N*(f&-<(J<~Dp##m)Um36`KoLJq+5cnJpQF>rjfp3*XSvhYu@}+(y>QZ? z$)}juP~SeJTK%FyF<8$0@U2#727$Kj2doRRYn**`_#Zr4r|OO@U&M%as&K>vJIpw% zS_1_Sb+69`#vEuYo{>$r#lq0KIq{Ogz-s*$W#og(5o!}oRMl-oG|-T@c{CLsPQc)< zUh=!pB%JLELZ|-LAa{B;|ljjam7Km`a+nh)Zcw+UQ7g1 z3s0Zup4sOVmUW9>_ zkCl9?-8x&I8noR#>l~Hmcp-8lN=eqsiAu@fyxisSr}>@q9)K3k5mIDmdfeMnDq1f7 zvY0Z>im?!c>K#+YjsILfrGGQInGUg%R%tqmS&@N%=BN0?y$LZg5g)ltJ?A(trvxP&L1-9}WzG(mTT3K*|tB)(DW?izriyobr7ri)o zxRv$P!V+-qN?W|-={hD|E>{eSt#C1*l(BG$LeK%%#{ZSXc+kC+f%>56hD2#3fR`y5 z?n@`x#Gb7KG|=y-T>Vj+iu9c6z16!?z3GDPq_;8bA%n6@Ba6!}1v(sXn~W)gad`hN z3~?ChdFrLnOQ|G$WEX%ZEoZx~cF<;-<+6KY)KW^61v%bTu>HOM>1;F@hqB&^+r4eo z-6?zlc#`^YFV7?(g^bc9Zt1}MxfkQN@ZKW7kHEEolpA|i1@TC0cjH74|DwQUs<%W_ zF6#D3`YFZTZ?F7J1Nnt_vrX8Hn(e~JzawsNZJp?SM#`__+xL79wKwafDMQ$FrkE)p z<+AHot;TV92x;q(rs=!OlJ)8c&%T3Lc)qYBxA8bHrHgmz{jXcpwMoS_2TRoLHq&Vb z21*De|E%5Dz{bM`{4Z$V4uXa^cgCeY;*XW_CbS$u>u(ag*n1&ZYwbJfyt6~?UdQ|Lo_;8U9!s>rR2P#C^mDn5>6 zK``ObfyoX&7AUXr0!V*yM7ULmc>8Nguh+R1u zZAu*?`K08C^)K=?0~HFfTE?r$GT${{#2%id;Ibzn@br-$M%g1Zcf4eALPH|yuco8PJz;(U`UnL2oE`{`{Pt{j=@@QG3LMflr zY+j_vZ0i`qUOn5>>L;T>`%Z``ZRZvz8`>p{coRACm>{x25sBJb%u9PtqzK{Ob-I|2 zO5-8t!drarJafxz!fUQ8cYMYcYS=z=IDUrRi8=DN7Ce5Bx8B6AmdDUC@qE(pevy~F z5L~>b;Rm>@;_=;gH7JghdfSbA7Vo*R8f&of=6!!xvE*+}5T&UE%2VCaX>D3aPeX#{ z>|4-pX*<_sb$F6o?${Tf4;CcCh|U=I1e!pSu9~vEL@b%w%v~gk6z{|0pLIoQ%L`Tj zFBHy)2EQ8;nbeBf8QQJdX>^LJ^jJXKB#KUD`@6z?0_n)h!y5dUccR-+IhMD=zS7uGoZChuqPhm??&1%EFt7;Y~R!M<9#;cad zPZt%Ghy2b=c=cH&Bdnl4syK<%h}bM4<-^T%G?0=ty{7z!nXJ@ks9>a#Hzjzx)~=Zr zNvd#sGH0GLUXa+XFnf#~!!1MEO>xD#n0nLu*?dTzZsTr4n&O7gCCXManChD;V z$FbJmMHqHV4}IM!)@E0nS@-Q@Xpyo==2I*mxggJ9Et+$WigO z4KXiyDYsB9c%fL#Z&+3h8ytV-!YYs$e;H?GVSV{X;AM6{wt83~dqDjbL(?T7eIRNw zAkZEK|G0KjyOGq_^T@g=bOYUmdgvno_0J)U=8CG!TdbSN`erAimees}*WHE(*Y-)f zg*&f}2=h2-%~7nGbT)Tr{l#?07LR%riinO!M*8SrwLv1mx@=LDN_)PJ8*DBvBR!Q5 zO(hhW^Zsk!)!i;tRfB_u>yyyhq7_U|j5KIo-?oTF4D;VyNHh4=&5#8+tEKes(9Xd> z9@pO`w|6CVQh)WIOP>3-RQ{<~@RFU*Q;)@kwv@Y>+Rl0%YPj^wjc*W2W$N+gWOGf6 zGJA+<`6f*4O$BHBe<$2)TD2-7b+9|tArv&NMV@?r)1Qrcp|#Au$!+IGAe32@7O749 z<5-R8p!x}&{|HvwnU)kqTa&>x+Ix9wudx!zgGqGVrApd(hoAB_QsBD#PuD>u(ak?1 zQOZDpZoNgmOP4gA+v9eDm*y!*X8PM04)O6r!*#wGMx#fB-X~;&n?8l`Uv5eIQ4VOGHKz)79;Z2! z1Iu#v-P2c3Jad;1s)MG4JeSRa&vr%_9HTZa| zFr1&-_Hq+yz*bnpd<>005`82q#x(@-_i+*=h$Fv7^&;grt+K{`{@e@Ub`Y|d7B`I?RKY14g!!=Kqz z%H5eaj0%hkeftg>NV4&7`XQf?SZQs-H$JA5O_=1s~Vp)9T zb=^p~(98JOad8U<{~k(-D4@WJ-d$hEg}3Qph}ay%SXecK=D@pndPbSrod|;&iA-=! z5T$nI5x}%(9P#t}Q^|x8WC2alMhEIBk*1?0N3H-nCeUs4D0d zW~dqCl_dwV*azRTHtvTOp;fm&8zB_UQ}KKu8D!}HuVC)~yK;nJ zj8q8OA>th&+bMWKAd02EAni!p39M*6(62t5M**`JFY7&>wcuW zjgFv#IFi#St;wP?Z59L8G2)yLtG_lTfV2~4>@Sx;z-Ct;Aa7v)^4T$K4VfyQA0cty zddY?J<$**Ii*PO$Z1beY1SuRJrrTK8(fN;ASCiz8Tyw%r;7SsHP-bq-n)ond69Hnp zYNIn#2;k@e!sBkCKj~Ei3>APZlEK$!c~ob zfD&Ha95ZP6yumArLB5cyC*`N_l_j%JSWIYvAv?U6(gwVp7_Ej7{ zKzfnFRdWD0WZYI2*JI0dH=VP4n>qX|tV`}c%^UPK3ItnnG9Ms{r~2@8n5P8O zOMnXh-&g26L8?D8*;#I@)${9CQ?SFBmOL;eR(wMma~ass}z z!+O%Es1_wUdQCWP*-2t%Gf?o?57^+XYQe{TUtbvtksMfn z0=yg4F(sIOzWr;rcd-7b@CTeXXh@b&1v2xa6OK^*l`pe%(X5Lz4B9-c3uS8!ZanTW z2%_noFc6VRWmZ@!Ue9efZnR}MY}sSt+geN975;d}751_;QqWm0s>Ndm@N~>WXI^w2 zI1|=rU!%|yVK26&XFV$Z`U-Iw@HH;!7S`|l{&9Ti+z2{qWD!$z4>)DAUhNJQ4oMZ% z#>m^YHeKZ0O9Hs%61!E5}46EH86VW6u`_Uce`oY^YvzoUXAgxELacj?V@ zJ@NCLnK?EF>)sjSPRyQ0+I>Ffm)2e1FJqzUa{{TQ3+JYuH9lQ-moyNr_Till|78@m zPO}}dj{UemfY%;BHZzdYvL5KtEpyDcw)dN@bAR*sAT8H--i3~t{-G~Bg*+2tx?yv^ znAuel<$=x&_$M?zQcm30kK@KTT@#^R_#;3YNO}O|htR;coV>LO&nA_&Vl{nn> zn2W3QgQ1kK)GJn}-L`+eF}XQ%|T)M*la zxh@ABojvwE_4&Klh(=MS+|8b9LMaDJR(9Um(oQk1H3_+VBJo+8;&Xa>$-AF1ktc=Z zjTw}GI7DF|Z<%r-zJph3IQiOK^-OlFSr;M86;CELGW(6~^09^ErEYr zsVWD00KWK-nEAy06j21pvIj203Z^Obs!)H`cq*CVmr%sSh`U^G7%k+>8Z#Y$|GdXa zC4-t#|Jc|2fz*bRXuRQVRGgp!Mc1X;TCfB5Vn#&%GmAbnNxc6{x15dr)H6#M&PaSr zo#MBe+w8U`cm$}iXq+V;P?nMf{jSh2Av{e)eQ=QZip9u5El%r2!)0Tbe2pw?J zj7&4>(2|rDwh-CRlwgv;)#)mlbl`~gihYAd!1#K+U*UFNd}7wvn7Rg(;FG0!1X0)O z&nSQIRz{e>4)ye`)jTTYOO#bjg+|+fLms`jF(TKl zoS}EPOTXw0ZnoNMJ=w+>3;~)}Mv!KNEDX#Y*kKg6WT{zgnxOGFa-MYXVl-b&eJm>4 z*I#T%Z{x4-5o6TTvIK#{%Wo zg(>#ll&%_>XABPc(?g(w`QDTFi#*v`?+h-6k<1-!Zy(i=mVL9&Dig?}{-UGNNEDJ7 zNLuMdSY%mB3a0r@u#6Btk(Mz0>i#P{c`3y93-3>U2mgCPDEi!+UHfQz?Q%#V<<362 zl~hu_f)bzW^$o>w5<8N9mr@*B zN*$(<&#knlU5bv8UAZ{znIha^vz5vskKBbZK_6Jy7T}>z2?_v{97A&1-Nh=-JKMid z3$uq#L^~evEhmr3RT7Z~{Ja1MO?@F~!A1Y!y37Re_(g#ws7yY5!Qr#kRB_~$wow+Y z%DNLI>KUWBZh9B$+Si1GpkcApw-s1tYbt%I?GRFrUz{EFUDYuwkNZYYXzlwx# zj`4#M2+|UFvP@!eN3x7BO=wqif0nFZW-bt8{E3nZa(-b@T`HEV(gV(n<8d&`A}#oB zYH4=SxD{J>GdjnlPO_u1d}dBKKlFE)G80~>?A(}TQE%m>1vkw%X%PhYI!33DCbIUg zC8Eb8Lu4}o;ceQqp%cTN5P{H0A|cONo$H_AjG}=d`SL8$9^0j$$O|s6wNK@xAe1i^ z0vl|^-#2JY^0_`OVP&S@9PdqA>tuemx84al~-o;)<6qLT~X;E@ejCdR>6gMi$WgTXXdZ26^-x6|m z*pb`opJ@a$PG^k=T<);tqRybZ3s5r_!>YEqj5TwN^JdqzQ8_dhrr90S6C;%4 zi)iI0JY`zZfrQQ63 zcV8Gp3q~hz#BC%BXqhw9@bZ+hwtbZXb6kTp&u{?jtuy=Q-M~%8A@eht%)6?*tv9!y zJVi;#))Od|zvq`cQ5%R}1iZw!kHXf(8WT094#j`OT+Q;v5eZXm)yh^FeCIQ)?9EgU zHfv@R=~_CDgGH!Hjp;g>C!oy??AQK8Cg!R%WMChS3?4Eg=zO^=7BH*)+vYzfVPTBH zpZ7?7ivv38@dSlr7jHn48t0KT2_f`8X@f(V+_a8DcrU7#H-BLYxPnmRs3QiJEe(aY zQKiiigL{wkQZ~xjH(URvgs4CKxcY+4h$7And(mGV~dD8gW0cNpIa`w?>g>3$7PqoRwG3J(KazQ6TJYuOeFn<%8+)90Z_ z7TOCwEiKc93&f3B+ngt90*=OkONJ~6yfud$0kqK3Z9YT2-2x7``0eLIJ&#`sos^>2 zwwWRBJHJPxT<00b*Mi@$Mb~>aF|>onf&kV{^BeOrp<*x_s06PJ3D1No5#2PyDDs{+Of{-E)Es zgO6g$8N-+&1g`1ArH#HcynCV)CxAOh5x@4QLcl^>O7TIG>}YJ=`hT$BWxk3YdrlnK z0{tB{xC|OeQwrCdSxq>da~3%jq%8=3wvb_Z<(gwjZvUAU@95UGdEv91DOCl<2Mf#vtAf} zvkKjVAAXVRtgsZ`@mbhs>=~r`5Zoa^kl=1_a?ZKuzWdf&|GNKsZ@qPE z*35KQSMRQ`_U`JEuXlZoxe@~%eDd3pv6a~aVcZNK%wAE`Fim>!z@LQDGMTd_sASvd zScJ|+h|Az(axbgXaDlMQBd|E+sMVEj=UsCifLtir!eA~3jOQy zHdH?`>jstRRmQY6fuP!Yvgdp{Cam)s(R`J5+u4J4?n1He75V(%Ak~GV^ueMC~@XlM1zTA1oYa$tt$x4hOQ5Q2y7mHT~ zYLCUck}V2`93m$r&4P9wwrcbM5P8Bd120&3!{GJ?+iI_(!3S9qe36_g9$cnkC9i?pM@i2Y z^cl|-Q})|%)pyg$cF}s2aIS%}p=7}A)0$cuE*j|9=+00bQBssRi=hJeOJiFntQ@Vd za+k0%W1#KS!x$Gte%kUX{*=suS+A$4-U6(GnBv39Aj}SJSWj0W3oddON?>)*mKe%~ zR*lBx{$8;$s8Rydn6^(x=j-?`?EPN+?<>5=;uZ5)xLr7uNl5_KjS6)doyMA99KTLk zc~e*k*c!QQ)!ie$MbwXdPX;V-Ogr<2(3F24VcRzPy5?uEP}OH8WAhCKn>TKV6_`M0B{1E)5k5T>-^$CiFG)~ES`)lxPBdJQWHtCRB$TFH zc=q!ie8;lS?U4O`V0N+vV;s9m*`>RKf?~&y%N^C+dF4)lU$IaJlG6@?6DoAx1~4SV zo>96(Xz5Lgm(1Cw6sI`}5>5)hW4d6q$k_E)K`70-1trYq`(lPEEE^brrAr?MC&G z{5aCYDr?c@Py-BwgVh?P7l{Z+PK%Ps8Z!QUG9D1{0lN-p{i5HsaU zc-|~PvdGN_j{#UttgCMlj;(B5YRiqJ3KlZIG5AwS0r&tvYMHRt+x|z4Iz|YY;n^bt zD9-9zJ%}LGp@0Ftp5oT|nOi0!1wk+^8D^CMBA2Q(y`f=*Fh>HlkMphIopIGJlIO&g zOdkf}v=Dd;J7}5MMAs5NX7J~F+NVM^f%ui!8&Oayr%$7=sv4^1pIC>ff-<4THTeoZ zjOi*wqA<}=+p*GsT1h__C!vPB0wxO?6+Mv%#fPiLOaiWj;-z4pa%NJ)GH;iZl?Ip%_W%PR zngl>mm1rp$@Y|Fc@b9#{FIb3AGNf#6#d&S}bfMo3}y;bcGdz2-t5Ci9TJ32<842H$%2XSMbF!#;&23h|*^@gY>V@5m5rC$DB^~5kQ#&L=?vD2 zA=N+L}RCP2@G3VyH<22`LQc=@vZjA%Eu-IsQ4kb;J8D7FzPLozo@atsKWN ze_If7r4n9lG5{$OfA@Nm0lEHFHkf9zvj-GyOuhp^+^Cej1GF=gr}t4)s0QyVD2C85 zou<-bu^34qoK)~1IT}d|zS4nL@0NgFOMN=On{@(ceEW2Xjip2Oir*e@F=HnO`c;$1 zp!Aha1eh`nD2#|9PpX zO=!+v6wAwnE5z_cbmj+r;e0 zOZrNhs7voKc0=RR*JRst-bQ@L67_MZxB|0iuD=Kk1mTdBVceMiF=_U2zsKma%x4L{ z$o|rnrUXMCdb0-UU(E_=-6AsSn4PT|f6K{2d%&@3Km`&HJWQ#b14+ zgn7=~W+!juao1VjURL-^v4z%$^k^#Nz>pi0bI^_)heD0RIuyp6V6#iyVge{*7vOk! zyM6Pd!XB8BAKkNAmLyVJ)0dyTihyqT-J08+MhZ!C6fDN|WlO(J8m$@$laT@Qkz;FY zB&??4Nq%VVXk#&n{lm=UtO{PjyWCFQImM#-t?7(o7YVmql$}Go#2kJETiim4Z38+Q zz7Jm1;v8L_aUfz4re#8Fq81JvA_DdD>(k#2$0}e{*YY(zqXSh&BdqO2>UP~@So zUc9c84Yk*Z;4K}P7e}QyN|s}7f>rY}ffTz7|aMlEAH9-yOzu%S{51^U!}Nzk|Ip@{SUpA6Mu#HN4pfoWU8ZzR-ugw6Fy+ zQ1I0^@ATt-D#ckFDRLyxFVuK|y{HrFeav-OainJeJ@FsXL$n!mT+pvbj`f~(1mbDf z%2*d(xCm>Qv|nbCLGbH`uYea!1(_C*=oH$os#rbXiz8$4q$qoZ4b~kvkMFlaQaKoa zM#Ywt-7x4^b|WjRL#0*Jvfkw0Y#1IB5Cq7z_w7^~yySDqQNId63AXPku1$RF4-8+f z2%QP$|6bwBaiqX8K@Ey%!wo%Jr-5KdR~m{hknJaU>5u zY%{j5)^l;Z>P<_o(^DvA+bamSD%U4k!@i)jNb&g_E^Tr6U}=H#6c(>nx`f+4r;8~+ z+YZCveCho2ynayT*YXT)icKQ^cgxe`4C4QG4Vx#jQiV&bMh5)Y#7Biz^UUpKX!zS?yzPEf!=Vew_{Sbyg9 zPuAoOQ&I6JNbIDO6d4dH5At6$lC!L_4tOQ>)lJGsZ>n=t3}n)>VDE>1lNrgebrEu9 zkv94Rfxeu+j&U0kZLOTasHY=_wiOq!*#sOIvhiBhrqs;;-+*H?YeRTVJ0 zQT^j|_eAm=!G6hrxJ9Ngl8_`Q)xc0dzk0{HYj)r*Ez|4F81wkv+RtCL-+7OZP~3l) z+!m>r{Q;2Pk$RHp?D{-B|4plSX!BNf&xnEi$1B~ZDq+?p58d4lQjn0ld)(sIb(372 z*M(m$Q^byISscrf!X>*F;kRXIzNm(CQDuQw^fu*ka)ljCf|A*+zwHwVw(BFTH+bC8U2Zr+q{~UtG$b##9r|vm?|CF56dd*TcPz9C_Ga^guiu0R z$1|M%-2F$@7sQ)+4(0uomYbd2mMdH2I^H=Rt)*HbhTlSp-qTElIGTmq&=y`l!YCF!z^2lqFM48`;LhT5~ujV===V6)q~I2 zK7#4cuZBiFykC?)8REC8u<;LtJ~YG88$sWsdb{4vDLM72-R8K|GDvL`ZH@YCcCn-YF*`XVb#6FnGNZxgLyu~;?`5F>Tmmc0u4WbPpO-#0 z#~ZtC|57!6i}qJYgwY+xYd72ap8H|}jR7mljEM3@`(+YGGc7N6D||OXb1zL}13wiF zc)9~EHTSZX8`(2=ay=zfJ1===y*J|GN$zJpsxklxuuB*3pSdQQ9oBtU=xGo#I3UcS zl%`K#2Y<$<#Z(&hyh=h<0y_mhtz?ed`^2w*M{>aJrvzDlJI%R0n(el~_Yd!hEnX4E zV@eR+t3Riv+2b^;q~etq!M#~Q(`R#3+}1}(>h)LT z-BJecL(&PK1B^<`w6!1avo0U(zI6jRs^&G1kn+DnQZ4z?>_|3KSH>(Tj(gYu*z-CRiY1YxuE0sUYmG8wy)5dX)DQtrHSl1(* z?=Bl}>V=8}ptW`EUP?H%D_kJ!_bskj$Nd54Pv1+&+da2ak1*vVig9w373sBeT=dsv26Kd zo%8LtDksa(1e_UP%BNlSBuhy1f@}$0&qsPe8YVU$J>g{ETG_w=1x1$o5-}9RBM$xw zpUX^xb6wNByQmv=KEmEP1om`u& zaKgcvy}Tuse>PMW4)K&d))qFqEeRXeI8+rr zAvn+ZA#W|Nke16pD>;w}pt-@_61{qy;byyQp0|)Q$CGhilAFI{zEi;3M^?(VNH~as zHl3>P%{n7e?tZ=_AjKo%$A7Om z{SehKrz@^ho-p3dxw615o>?b)BoW88+sL@Ty7Jc4r=IB>a`=bxo z8w9(y4<+v_J;`3hkGfpnk*JtK1OgXE1Bx=`<=NH}EpdtFCXN_QR=|#r2n++zDvAdx z*_xlI>T9vS|6RF_|G!HPEuB;g zV;{Tw{D!7GFp#WWziB`^$Z22TShbk?gy6J7}8z)@u%;iEXKM zJN?~QvX%Y&YZAT7>)g$0DJpHmZfg7s%D6xvk+L&Kt!V9`ZW-ZCstt3I?^Bfc^G@}Q z-puNf>q*CtmxvbO4$~2y&f(Rk(A^g-Xm01jo@e$n%Asd>%OkO3hnLmeXvP6XK7;&3 z_Q?_^BB{~_ZF ze`3dU1th;0HmcXT`7v_DCM4Vv#u1p-S>|r3?h|%8r?@p}MpF@$1m{Y?`sVPYEvD{K zmd=sWajNh6&*7^tii0E7V;2BVH8pcP5>HnW2C;_`kpj40 zd-*l-zJ|l{0(?TA5aAU&+{eQ#%rH6_`vVJdyu<4nzYlEKeg>RlFw0x z0e@0B__^!-IPm;w&Ew*o{cQgaDHc^sfo@sHM#|vBGyEsg5$+!YW^p~63N}Ix@$X+W z;{gEW*~5#e5wS(}Q}3bBOnr!OsFLB%%Lq=2CidswHOr&x-ub?R&TGP5rK}RnN$Yh$ z_pdip*Ka3=mDFDC!0;`F=UYj8q&``BB+qu8!E{4`@5UtxvLCFj7c1DZxz0RYF4qsK zNec-fdNYeVVJ<&R=EOj`_oCPeY$nVQoq9>5rY|ph=REIl5m*SPt*#aP2rEFNQ~g^_ zNZc-C7Q$UmCNyAFuH-{Y@+_{VlSk4l`3k8kA~SX>MGO=m6>>ydt~xoS!F<;<%?9di zt0~hu3$%y=*)TKz>Hm8Eyr)n>(iwi~OE)Y)1>zf#a{uASDKgT1rf{&S3>>MTeCPaE zO5_nO({Z?Md%zu0yH4&FShd|X<~HiLBNt<74JnngT66Az-SZ=DbSogF_4gK6zHI;wFy(r z*!v|E_zPbE2(qAbkbz(z{LM3}ESNoMhwWG~$eRFU!U(}&1Av$wVZQK2kO3f}NE#*# zSgL1}S^MK}{;8j-@c7JXV!fePV(^0~EVr`@?@=eUuKpM?3~Cq5^c}=~c<|IauWzP3 zs2lm*mfqiE*nFeB^~JxEp$U59oLxXF9`7?#GROa>;3C6T;4xO>no>zww8geRWcch? z`GEe?gi2ecvtR%1(ya8V9AN&Q{cJmo@7ZhSEN&+yHZmQyHlDMpq64o#EwlIVE zv)Zzd2!}cOx?nx_Q}&xkky0NeC3>5rdG)Ns-e#t?P9~W(VL9fc*(%fszt&x=tu;O) z4+8(iFZp*KmZpQzDk%pT!ijsqo`Ea*nT2IJi!Dxeek%Mrse8|@FM{dW=Qo2>SGm`n z=brtq!8`hGksUSE-)pI6IJeq;{)!j4>3TjsppAZ*^ZO~5->-<er!n)mnc&>qZ9eVGe+@C~McGcVoMZT|Kf3&i9ME8)vnf({q~@{Nu_v)JnT zn}{VEf~K|Jnl7@Ay!MoN3MD16uE*610EmE2zc?M}7~dMOkdj$bmbZGgJz&^;yrIJh zXb}&OIW*6ho*XA$wi$SoQ1k8>`X=4e<4mbrY6@lb=Sp zMTW#IwyOySkJXVXo%OBHH#gE(VlO7b9zdOUXA6 znH>&|r`{Q4ZixA zMA|-*0e^^S_yk$>C9$+-Iw{4;V&O&qG`$fTd$@{{LE!CJqkNe)xZD`z*bBW?XHsWh1Egy zIop+D8ZiGYS?PW0q9yIjZ{Lrd13&du!BhEDSqw{!af5#PX^lK6An>Y2 zTc;{$goi$M*!!y@%%byb-4u6?AF$^3&W}yq>W zx{D*1#`EEOsGRchH%K?U0p6So>qR?1EHs&Dk*b03eIC$&fk4=5&7%!N6Q~@V)`wNR zJ;1A$jqXC~a+459E@bv;FDvfT(bR<^i{b|(FCj1y(&$!8YE~rLcr@)fl6$>1?gK(K^zn}+{e2X7R z5Y66rJ42BOSn1qL>W7k$gT6Hucm2tMu5G%Ew@g1Kr?$ka_^v5#ffOYa%X3dQdP;D$ zOxGk9njB~KVg}|vt9-->f%!y0ko~n;3f}Pbw3t`xTbve9@%!RiJ1>#>r2SD#o#!ka zNkK%sk%0TV&6Ud`N7E4P?4W1w6)z;6tux>i0Z_^ydN0=jN(yW~sT4rL z%xl7bA^ueW4kGs=7Zxb_h4|VdJ2d}uT3YrGt8TNINNg{&(Tui!5t?!oIl5pwK?rFi zl!b8$57=-8l%QiHTYRct;(KE!L^8otlV(1Wl&rbKy>eLE;-{+SQ<+5&SEmpzGeCDm4u2_fkWxpQ}>G5X=^EDnW`K$zNi2m8R#yc$@9BX zob648dMl`hiH!R)SZho3JI4ANVTV>&$*3n2i~N;Wr$_t}8@=%_!ez%vfW4@3~vyXeVdmMWhZPm9#HV(Fd;H1Z> zr6#e^t@vZO+C!dWD~pu2(VrLRSxu*7mKdI&;5h8VxNd4*)oa6?F0mw~l5CC7;H7?< zKi4REsQZHmS#qNMVqwh0OFLgU5Qppa0!1Ka8(mGd zdJrxk7X__iB<4SgvJ0)_C_~2;n91o&vx@6uI>_hddt{AL?C1P{jQWqz*IB8y|EwU0 zGs!YLdx-C+%^st?C=|g>8GBrfqL`T2IEaog?4hqZRui7$EB1H@O9?1mK9qRts!62= zCKj)L(E7AJT^!iY`F>Qg1n0ExjMj`#odPg!S>?X4m*n#~TqrPN4mNs1PfAT94=xy0 zV_*|KN8nrdNL+H{KhVijNa)C8@m;|N;e%NJE#pZ@b>YQsbr3Y5t^(elHdZ|d`Qs`P zqFW9Z=Ddiugy=obod4+x0wgASWKlX0*#8PGWKUgccFGO z`$RY`97C6*fM2(V){n%n0ggDeGMasHc2xhB8e+Q6%%ch`QAr(| zHv?pS#B;s(2FUcXySps1;5Aj$H0YJ!vw|X?5#B6?uGVNOc~9|r`KZoJ)29HKFMDtDKMDK1n#k4Lt8oM1`M* z(c^l*3$GcGGM)`{Z?4v7f2H(o9QzqMIyF@}TITy^THxf%GeCP9@nXMMrHx9mq}VExVg32cLyf zGhulw{%+(!pe=XGj8bVuzB6XN#`b@23EWm-7O2Wu0|Ng%K?i^YuEF+Lx0mF}si>N= zVPcAJGKad<4BW&Xq2e?Wny>AcpC(ktkj)?@y4`U1lDdjXaA~tZDY&@39X~4bn8sHx z52mK3TR4v#?R?ET*vKFggC*|Xa0FI!9}2CLZ2i61sl;L=i^v!#uMYVbEfNlgKb0qi zoG!1>cT?p%;70@^e#5GG}vp%9o0bUEsy|(h2Le6`aA`aq)9xz^JZfJkaG_r zK!)%$v|@rxn49;zf%`Z&r`@Zf906BJaVo?H0dTt&in#OuMa_H5k+Z{<-lr1&>!ZW@K?LKO9GP0V5eW!)9L)0 zK;#<{r9XWl4CO;pX&`gDATjoL*BkSp(1Ronr0X2;chs)|_Jakfluv@}^(F|#O+4nd zG6h*0rHCxy(QAh_TY*#O*0hgA34`>^_cjU&74-N1Q-QgipTpQyfD++O3poRXB55X@ z3K108Bp^Q7Epy*dwxINmtdh1v%&!g@+m4L%<;(AKIg;0tQTanK$HZZjpT=7vVjNH~ z0)3XIUmF$E>jSh5|Mls59uDO{D(md&Pz+j(#<=DU#{IYvJ9Of2lO^+v@3HN+kUeU~ z0|CgADjHLdcjVHqiPilx?6RL2S+1gW7&8Q#`!Yuu5XwoIP1B(?ChStWk1*483K9{5 zpLGctPq==>PXR38s8PcRV@#RKDztRtpaVoVI`=t8fL-uBoh+{6G&yx{J$R%Y{V${Km{W}oJ{fQs z9}XQr25k!daMfuw!$<&OyqV9ruLFk1+o;qw_IJ1IONcuo={6xCB=zH5%-fkVqGPBP zgiM<|+)Wx-9dl-Sl99cJt>k$zu{`_(k+!^=G5Xx&+sXwg9bO7RFdr=U5r)?ai}`z` zD+Hm7$$y+3^LIbYkr{ey>f5AV8y_c`pstS^wJ}{#esR`zYU0L8b)g`?`&jnUso4sI zPN}2QcRwD~2>D`Pql2siX?mZYSuB#U#gal=5!bxn3^v~Wxqp`gc%w+9Bav~Q8;+!7 z)mm&}3PHf4^A8|6ipT!;;tHe4EhM#zQ$a%5b_}5dSfJin(E8#)B=Z;-h`I-5b!B;1 z!3LX4YoOO4d{eaZ_6^osrq8KyO zSy&!?>aK2Lgg{fCQx~jKDPjzlqZSBUwv-7pQeDs_ot< z0fZ}$}{gdt^_8sAJm7w1|chK7CP`%S!F zd_`+;?C(2goKRM&uQYq^iGVafdLW#zCT6!;~pqx6r?r) zo1o5Xh*#I=V?88^V)q-zaRu_FS%FS1M5t-yGVkXK^cos>EY=31LJ|ii8{eDt3FfCt&(0>sXuf|^B28FD8`7 z8ZEqt$=vNm?88neTZXgrf!o7^E|_T!z%K|^)nBMsP!2|fznIJ<832));usVxfFknI z!nC+b;5xhlEFD-c&T2+RLOB|nIvF1lk}-sY%a&*kU@#zpAZUY>VN5vQLR*U@)^E=g zizjVYODPNsjoTFs-SuxT5{=wMF9Qz@z88|P>iHLns|-P5MCRU|adglswQmuf7PCEF z8)o!h?Te;I`-1J=a7p|b?XnBNstOf3N70xmk4H4+(~N4&bS|*rC!NqxL;}#pe-@RvnBX9gB_#n zkdWRBM?I9%fu<>cOZ8UR9)J!57X+`8S0WRc^c@}ae(M5bE_VJCG>D$$!mhhiNSLj4 zH<_WT%SOfi2_%<4*PK_v`d!9=UYj@*_qLm)g>n6v*yH~b!xk;MTi}=H{{xEj#JKDq4 z!xAOPbW>Crk?z6##Rt0pCQz4+xlr5IvUOtya6|B2g2DmY<%?#EDB_oQrtJlEdm!$W zsvtJ|TjM-xeQ`m*s2Eaq5Nj-+zzB~e5eT-j%TznHQO3B!07TO{fD^`sA&~5A`g#qe za%Ape(I*;iNr4=~7==}zKqslewae_KN!+#BCL%n_#XQ7O*S5ihWC4?9oq;~KM!&88 zq-6wx=ChzwRSR6Y%t++3Otujg3Z@W%j_+%F@G6W`h~gmmvKq3sBilDxPpFJr)A=!C zV_4eZ<`WJ?6KTX-FNFq1qg-*e)&|T2f63Ov?+S71c4Y!dKqMwFYn;-Zzuuf=Lcii) ziRc<6f$w9^SFU1nzPoK<9CRu8=hL6Xc|^DRb!CfwPGR^5Jd;;lMX8wglM|_EG~|9? zcj6;DEkMb>kdS15a@x4CEDD0lpIji>v-IF53W^P%6iq?D>83FgBB0)IhK4sezl%a; zWT0m$wDlbvWDuU}avlRs8Zd?A)f-qP|@OjZ2PTWpjh>dM)dpw&&C*tSf z5$7<8%oAL3e#i$Hhao~jn7-4QI8X+FH_YWJ1yK!U-QH^HymJZ0kYrI5%4$0?Hck)@ zPYa0^`jx+x33aO0dq?90D0yTJp=O$8;6`#W0*3oX?ZcDHhHhk1CIzCLzBriuYR)E$ z%0aBUv!zA7qO4oBF-;gZ9Im~5&k6lu=Vwx;{54rJ2_X1RA^s=z4wprqO0uT*W$1?y z7^e+W*wU8fZPXipImR8@$D~1oN&jVh1X!m&%sj`Q^hi)3SuB|rg0O6>dn-q>f!3Y@ ziiWvzljjcHb@m?Yef$HoPkucf(0Z;dEsDj>|HTzj0dL3n>Vj+DnWKGJ9k06Rb;NdJ zh6FD=l`&BZAw+Yb-U5+**+~j)MW4$4f#HFQiCBT@iPK}GEY@Kpp(iN%L;W8RhH7Wl zH^rg)^`=*l`=m-+LCnU)lp!3KRt1 zOZNjuP4k!=#~;a}0^-0EszF?(kX{}%2tswAn=W&wzYT#*GGKpM!MzE_Ce$en)z4;( z(z408Fr^?~9H#n^s_G*IW5mss2G)g#V7rtaMU%s*_&+m}2&qwsS-{UUuxF);?u-86 zSWt;oMYwds$oaff)CX=}815J(6?ot25Ok-R%dP_rI5^a%2orkUrYH{1v(s>U|5a;M zlg3SsVKA(-Ht@J5V+lm=l?%JTrvxIyTw^gvDC;bLC`8?C?^DHIdb;Ee8-Q`+qN(<_ zFlW;wD%~ZW?%U8SC(`cyGk^ z?0VdC2ho>0o=je8Sh0nT((e^UF)Jfobu2jNBe5c!?EZpTL*~yCvv$TAV50wZIf1<0dT zpT4g1D+d;(eRw3hA@FHb^}x3i_!T(Ws%|=OsErskq9aZ!8cW(jy z@&(t?>S2`v?j9>yBRe^BeH;#~=c1rfh@+3C-f`>kIs(QfZ!z{hPJueXy*CvCzz-pv zTZ)kc!LJLp_aV-F%J+}ZNkQ=bQ-lK7NR;SlkQNitHzS!|$M%iD*)M>6T_i69RTAtK z@LXx0&xZFXHT><3EEoqVVwN{rfffa)`WI3 zABt1dwhIVfn1%^Whbi`$33*_2N%HglUxJ~|^b@K;$X-c?AdlA?LQp=B(0kY<#7!vw zg8;~kx)$9(*KG*gi?IJ~3Uz#dy_eGfDXehL9BoKGNR99$zR#mhT=skm)-D-R0J`m5 zyXOHet9g|U0THZU_hm6FgpVv-muV)Xb0wO-z$_-*0KbJ+yfvW0paE9&xXe6N-%;}> zCQqtFKHI|T53jqBTP<O(29j1ma=$g=-Lb*17Zr(U-n zE&q%QrXY+mU=pfI26adhH<3X4P_T2#`B`5szd*iU!qlsL*cxMo`NL#o{v#7E$Rv&J zfht=o_3nvco!;2GJ2Y|Pb{Kfult(0qNqn$ZN z7|&qF$$-W;ImDxcx*J{7CMG*Ml!OnjqL;H5pQ!UGhQ`oA&EW`D{m*|IB3~H+2@ntC zc8E@g)ZO3#eX@Sx`0*_yq?yd6^)jk{R<~+%yRLBQLK`g&{rfd(W1%r;bx@85)<^8Z z{BZ@0Jr!?s0ds2driA)?v)qv6yWKo>9r3 zY-+Yi#bbZL-PNkvvQnaG?gG4A2*Sd}h@fAE0_oik6iv(g%@N&T?66n9Z|}+Il~zp> z+pZTw$te&VW-7fIA-QfFe@!!@VBB8S2!K|os2Nead5!I$-@%Qt~zSgX> zy94>(Le$C8E$7zMbEH&Vj99%+txW{o+v%cKNaq zoCq~6J+tcga3J#LN+QY6=te86t8_!4x?4DWOx}2~Yp3|&&Ul-{poFo0x*}4qi!}IG z-P1u<23oFz;g2K~!`y(X*e<=X#q5}pYGdQ#sYKab?YXnF9t=Ex8(vMJw98a zmxDOAthr>Ql6v&d0gs0n!eWc<+p!w+9~as`!kBWO;w07z?Xz0~uAd~X#c)Jdo*%jR?V8!#%>Tp1%BkqfurcF(jt9ezgVDcDc#D zRsE3FpvMt1&Ai1REV`s$$>D_S>zWmP*QE(*x6-)~QTj$$d;gt^*dyBiMM{n}X2#X< z_e$0K$Y%|$5-$2Im#@I3rLcR$mGa(8O*Qgu|M=p$efiH#j4NENJ-__dYG~(mHbr6g zTJ=};M;Xgq>`QU=hXBeNWxBYSrR{%_+gXsyr1#Bx(bme6mMfi>qtDP6$ z-|ME&$cxju^nW=)b+=w?czTtRQFgGK^8*(Yz8$3;h~+rnUHhF&pi6|wB&>9C2 z)clZpy{6aIA$karEGlvGG+eATED5PE*|HHsoRXn{(Je6^o)3mu@l#b%yn2}h-Pm^j8sr5yi(#8{<1LmK7o3$gF5M>%C5~> zAwe}$B0gk#t%Qd`-cw!Ch*C9r{twNdZaaK_H6NrvXPLK~t?bApe z|62T)ue@UiG&U?{z>?;ULCY3wbVlDGC0CrY7y2;Np1EIr17GB3zO<+Y?xW2=wooYD z#oI0UeuU7%I2+mH_GgtaV%`XU3381C90S(xB(Gl~RzBTNf#uMT`P^?*7s zKXQY*FcRZh>hegrELI&Bt9LS;ofZpH9W4YSUw+TS=d;bXrw_Thkm)~#_j#KMQ?Y>y zwmG%h3!aw*a~RL>0|t+CpiMEKzKmYamTw^NkAZSVKH+%DH{^0wBfLSHZxd)6x!~qm zZ&&10(Rm2f)LSC^7()x0cJWuu3wE02CcBmf>y@8G-*+;%tXe77P04PNMNxcX^}bd( z-lwyYs+;=uVCUV9J8EZJdof8#*WKJ`K-QOKiVQ<`Ika=*y+SZl{AWQQ5z5|s`)(4$4zfG)op8>A)Y586v%Wk z4KX}2e^+Cic+{vd7u1p>>d?u`6Jv4A)=yxRaXVeZjVPYUWPm3a$hQP-+&IP}T}TeP zvW31FnE529Ssx3*+6io?tU@Lt7sN(lT&9L*>FM%bPikzYRv>O{vYKn5i*SoEf;O$N zMEZwaUH!2YV~TmLagbu{L3_&hC%JYM2`P@JhOk~~fav}XN#SA`5nrp1M8%@RYCn9k zTAW_Enh8j(?sk>FsoX*{C9!2gNNwvNF|WRrpc3mmM3l0P1n*Q;Jx#tgoKEe27vyd) zQi!*2nnlL7k(Z3V|IpS1wKQ3z^ENVwj;I(7BdNA3uIdvD_-b?3gxC`>*_j0Fc)h}H zB}cdA#h^Ys25U303hzcD7y}I;Loq zYih*{>(w$mnYb=Gbm?jWh=J$+WZ8S|RWHj`g(Ne(KFrFG?NtZ8No+#1i$d~r^8SV9 z$Z0}5fIrPq`vRrC$a8V~5Vb3-i;jOXgsZ@;G2AR?H{icLkX?%^0LTvccKL$E+-0fd z%P)rVzB!9A#bbSvPX5$~`D$ZC4Mp6$!hNY?r{cj zj=1F?t^F*$sD zWMHI9r8wprK|1lCuw)*@`EHdI=FUiOu+~w^?t{r1F#&ah&W9--X9&;Eg}O`qTP1cK zda6qM$nOT+HE*d1F4QY??zTIR_gP%cr`l-nc=m9p96#XRO=fn;d~QcQ-VXB{ZO$YQYz|Uw z(K*j3c}H6`_NWB5!?E9%-`_Ul5$0{r37!y{{5g*ZFkSu|sFkZUXN{;4V0d@DPQ zee6d705rVDgMi<)m8+xLizwfg+5ROtDkw?@4;d)v`p^@{=fN0`R)1r9rK~4;_WVgc zYzg0X=t)XaKNS9r?JJ#8>d9_|U;Yqqucj>rqbS0NQU%7eM4LDbQJ%HxFdpOcyT36- zdB@_{^#ihsFz(~MRB~#cd;bgkhYEpV3=0QyS2q_66Z^kgj;1ykTs(XjoEU$%_&B+_ zx&AYn|6kDpoI*ST{}IjmABjapF*xKL9o#VfV}loi>+dn}Kco3ExVisxj|YQ`_aA%W z;usw7Ox)ZoTpa$M_;*)F&D6%i?4NQ#_9m7VT-+GEg8xn}>*Xe|;b!7y@sA5h+BsR7 zaAI(A{ZsZocDZ2?{+;}ti=&x_g&T%G>^d@X7#x}wUTzp1|Bx&7uYc)({ev(J{$}7` z#lZJhG4?O?g_^-hJ4dox`|0_%`P7I!Z=Inos^Y79B-*Ekh8vj4R^$*an;^q_j zrvm<303Qa-YW^zze-3E=zqa?^Q09MC-@jG+KM07xe-FsNv;M!d%71E)7ej#aKehLt z%KV>$THx>f{NGUDe?|SDci;bAA^h8B|L4FI{6AMY8t$fU-cA<(s+(Yc4zNnn$o!6EHv=jfv0WMT$OB4goUZDs+MhgEe_ z)^4uvEL@}=?VTJQEMWDtAgp4xwu1?UC6m^au`qKqhn=Bp;a~}q$_1<8|8)!h>*?^a z@Uj7iqbLWGgM&wagM){C;9i#Dq~TDIkWrA4P*9LjP*G9PFmNz1(9tmf*sn2hhycXI zL;ylUQVKdsQZia{LP9E5Dq4C5CT1oQN;Xb5Mov0LCdR));89UgG0-sZF);8MNeM~+ zLF515`g!>Zhl>Wc3qOVkPXmX53y+8k|1tna3Ckxk{67NRzXCi0A}qhCXy_QPUt10xeNFCV{vppdY%jI5lz0!UFq^Szd~j;@}Wxy46ID{C89H+K(DFK?gF zu<(e;sOT6-N@`kqMrKxaQ8BcnwCrj%!)t8$m;Svv3500@YE^fOE4xldkpI;3#w`5Pb zksmY6uB!jrmwBDn&3H@Hztl6tfo7e&IJRd~y88mB?d&aaLL)LHldSW_;$E z&d5tdx$E>KvZ+g$Z~9T`|6uPuqnc{Bwc#KNC<4+u;Sm(1h=BAG5osdQq*q0y_ZDg> z3ep7x6a+#g9|DusEa+`8iUvI^Jcv^i&?#6V!yw`Me~@BLY!6GO8ku=!~4z#)T4D zfkAR>N?Vzep>%k2B8aIRw-|-vuNn%v*-w5c4O^}*Br1?LA-;{uxP2S#-0~_ z6u@0M?+z4cpgQBL3JX4wKvnl7`jyO2wE5;<4K}HC&Ww(&b!UiUclQyVsy};`BB3Vx zN?gRRU! zk^1vb??0_-O;8-~U)8ctYd=hp`}Og3lrnu2#1yPek&n?a7Ix(YE5KNzrp-7Zb8g&* z6#OfdPvRpzd&$;yUONC;gP%22FE|^gH*i=un#k;byg$(L{5ij8hUuqY0Ikoi{YOel z=MRBVM4&E}vodFjaLnP3IohJEhQBHKm)~^@5Aw^*2FekQNRHq;Ibvj6=8!0;ua$+x zWPTKU$Gq+WkU2Vkm8rSXV+W3@xF4rQ@~tc{Gp5G2l?F?WiV>I#@GsBnmnO8p zzp5G=vR-vF-1h5(Cbj+CL2f+Y@wCI4^rp`Vkf!9TbF4J`+|#!6b}q6qFNji~L*>7x z{6qPKJACbPY$l|4(E!oaJY6ic6bIEzou4(mRZ)999{0&VIQ8MI>lfi0Cb#Nu$Zf16 zfLDDK60VzSK`OI4>WjXfm$=U?1*}sUA5g&op8@yeF^ZF31Rm_doYZ34;9U7hhDox` z&u>5dbk=g&ZpvN$_(O<2jP1uybeQ4=fXH$Ih^?)l?rD%uYs)^F5q+N7b##BAOtTV<1XY{RVl#; zXCE!n>RaqowZRe9^7W@3^XKC+d6>dN@*5w~&*7<^+;oM06Tv)K4A@(1+;vyVLS}sT zWlL>GeeJRQ9N)V+w*O4LIe{1CZZb*oy!i_(qK$tD6xU)RA7jzv%C zPu{n9hpAy)Fza!Ys+juR6E<7_Q1#2O4EbbY_UU;LDmwaTAc;XY*!{^Vwt-bbLwP!> z57@Hb2NZjtYdO_HiKo-S_7?k>7Oob5b2`y4XRz7ySN2&l`22zGVlc_cRId9#!&`KMj4^5@^iE$AeAf+_X_0CN>1-kQ#x zN60WNsZ`tCb+1kz-l?QZf#JQgVNvL|xE{#0S{r(N)RtMw1;Biw63T1gJT(Eme$}6i zjheT!56(s3<7^6Md^mBm$oH(O0Swfta#bF_?7pbR$(5Q|m{b|?g_iO-JzX0TJtq@& z_>Mot)xw~@Dt3CYUQ)e7dWs*{&-+tpD|XuTD^@J>h}&5Ot8?-uSk3poyiP*TYRO6P z@Y9oPFJBpa1@qhU2O-+GmY61dM{YRC_gnxzBjiO=w4Gw{I=f%Bo+o;SCq1^|#2Y@w z6-T?>xAJ3688+Y)uSX<&Sdqx-h8#8PQGNz>xnIS5n_?G_a+*Agz?n;sTBXT`x4Tk$ zkrMfQ9fNd+wH`Fy)^ynVIGk>$d`4pX&BcySCEB2wg7lrd=*Qt)c`lq05$s;tzL?3i z$yRRchz54}o3C*jY5uFJ+KNU{xmDJu=Sj^106}G#Qi#s;IRZ7dqHRF1X&R~SNSrv2 zI)QI<9=s3!BF9c1q5BvxH6_K055ZcaPerxrO79QJ*0rs4%gkM6i;20s;?=tLUU;OU zo!NmSDcr}^yL*YZu^N|NykbQY>O5X8vj4nWKcdq!zC=&qrAgzKxmsdf-r|OQTJuox z;zQf?yJ271e!z8K$eYlh+#{EOqf)}u@b>8=_w9*nWg3IS5t`)f7f%3GJD)L$=rFmN zU{6e&`9W`u!@YHTRqR3oOIOgx6-mpX>z6-VtEeR&xIHxiEWaFI2Qo|T-RLa(nYWRS z=$%lJudjXI`zwC?4a}8pXupM7AR8(6)VW%j%bfx&Y*d4dO1oX<@2}WEQK#s2am zVSAiD46w$w6WfKQ>*AJC$7>0^@l6;XC=txi&s=&~{;H49&bP}|Pl3Bl?q--A@N%#@ z?snr`i=`6}52LxGB+}AU`<17=(wlcpfGF8CO0svn`||$zC|!1N87!ApQJiMFqG+hx zc|`P7+n;7=1!vJP*wGYU)5O0_U-!(``zQ2iHD32CjN+Tvo^Q7Kp8j|FmkrHtk)Px( zc&bR9)bR%s6(%;3%?vt4IxMAVs=}&?#1tNd{R*kd{Vo|>$*`vs%$gOSR039pJ;Nr}*xO&J z*o_P9LB$l=mfq)=-n$pMpBg4XOI3OB2ocIV=WMPKc33=iw~m^dK{#7OubmMnI{4NE zBrb9${`u&IF5pG;Z{-`{*EZLX>t4zQ7`+^YvX+x(F@MDpuk!sH-ia`_;}NM*Jf!o~ zF9zzA+09_J;KcF47&{_5*#2Djnv139WTI~AYM5dVQN(#7Sf&NBy>mDb6oTd}ST7lC z(z+?}*4VQ{WQM_uii=ighZI+Q(b{c+dq0db>BoJX4~nUdE_GS_)`MmmHC$2SY#jDJ zH7<(5YImI~^=9z1%1@4N_~)JWPY0o~7C*C*LUsWATx_J9lkt7qv7)t&YgYml!bT z)U0YlXe9I87LZ;lgs(gBX_h}t#%{2bbW1rQ;e+7EOQ5V@Jhpt<3wB%PnbBP!+D(?w zJ9SN2hSE!XjTU8%?GyWO!H_cy+wZ3jwsHX6LbA$q_)yuSB>4mLmZquls9axP-@sR& z@-A~xJn!`&+X)}lqr7|pU{Ule23x>Rqw4Ix!UNDoy4!sf%Z(qp!&p)R^kpOg3G7s# z6jyS@txh_jEY3@}8>Z1X=4Q9=O{P10b~Tw}cQLPqQCwf{@x}v7PP0Lb1o^SLGn#9Q zMU(e84pka-TPAiDKP_8*rJ{+r_b?2+V`0sR{gw3gF!_10)Zja-!W8FEnU1fM+YeeA z_%i{sd9i|k{~sP?sYA@IVj}ze`n&@Q-;MNlbvyz)diE$BPt=F!jfjXzP}GEG43yt) zyk*;3FqQKU~S;sL0vaA zp4+>l79Wn<2I$RFJJL<`ae5yaTAZ5)#}=iBI#~7}E64DN;f~wjQHs~^_i^qn;uF_Z zlSpG{Ad~tR04lL~-;u1IcICDxmX+D{8={%ehD?7=jbE0z(H8&*&K#=Us)~P%;hA(teF8% zlrBdZ-S5|@3hEGP-q2dI!soc8E_bi`%t^!&SG)Uf|LGl`$qN8dW90$>FKe%AtD6)} zS?yY-F7rRDhVlBkf8{b6;1N47KpMxo%EP;wee`+gj<1ojrC*a85lr`C*1z`GZZT z$KB7>nDog0hvSmu6@$SCdJ0 z6}JbiH+<{}>;A?kE|&p3pf=_+5VHfdZ%Wjywa8tvxOva-15eLGY>20g7NqMdqGSCV z7)HDRTmX)?6hqkbN&9!W_j$Nh=-TGBLWs;19TxyK!(QOYpRa&w5QMmch_S`-puImI zTQ~MAMa1GR0QhGd7l3nST{Z}kgg)AU*b=D=z^PEqy$b;8`tv}*@ik#M$pG}6F93%| ziq9_q5YqF9kghL?3&4MTfOYa2K`8J7@KzNH8GD9{KL7J3TVof1Ymqh=fV@%+-PxaK z5MStQ`2kw8m)f=Q;kc0=`RN)@)`-17#tt<<7s&8D9FQ8NTrwK`WJNh^UfBRXJhih>GNkqS!na7_@U$2-&glxtYGEMh<{;AToS6KL(1n> z6rR1zeQwQ+z5vWoIhr8+%0hJ7Gs`e&SzxDp*;ggI8ES z3o2}#64{kHe*hVnuJbyH5B&zWCn`LkUkZMSt+7;sMt9V<>I4>3aI*~UiXVkC@|=AG z?m%NsPdId=YLjT@c~ZAn)zJn@kMuq0YNP_yvMbusnpNyC8)F5ixislb)+w2#00ByS z?}A;icz6KDOoU_?*IA7kC(B*usN+Q8oGWqs_idLMS`*tR$13qjXydAH=3oV*xJTIf zY!8>UsXP^_p@lD(wx~ctyw{aOb$MfL=Ct7~L}u)j)hsrxI#(xlQQokFdWiz9J3O() z2YgHIUfAOfG$bl;=yMKNt7gR!_f43dw7;e`br@FgHLq=Co5iXDjg`Dt$>fW=7jE!L z4*Skr3Ja@{nrGj$Y$lVCt<%NMO~6ggUnFPa+&tk^p`aZ%Fd-r;g4w8FVvY}edWErSp1qvi%}yDwV5YHV)%yuIfLi+c)`lMD`p0I5$4@e#K|kfzqm5zO z3FFHXNJ8KwFRdfO#xafBxn=n!lb2Wq~Qi}{gW;`l^Eg*P9$>wW}}k( zaz}Wb-1I69yH6H=M$shjNrEH)6M2d4t~De@sv&+6yZ5v&wR?J^<5gXv*3Sz-J5$nh zV?xmJhY5OiMJd$cQ=)Z*c2|8>2qY$HMF{oO&@Z+zt7>ed1e}jbAbytGF~z5L$z!tS*_gIumsmm>iogP#O~;*?x=i?dcxLuc2keu};o`M^<5(-deW0w>J zbq(EK>bl?1H2zgvxXc&h{EY-JHGt9~T8HEA-<&x1y4^3&e>z%MR6^@WC^y_&NRY;G4~Rq$2+V4Jp)<{EZTZo`)yj=N z!`E(^?e0iv+)^vYGN#C*CcNyBQk(Yy`f5ynJuGEnltoB{Wnh-$9Q@rjs!g>Htrqaa zeysk^Tu7pDD2RET0q+4d?V(J%BGYehd49X;4O z@I5g^j1svCN~6J)wm66B?UPh*Z-|Hgf~AasS)1fA1tsPImq|2{)hSe9>NyVBv(3hBqbbAYZY^WeQZGjFvG$Jo`M9xur>wtR|DX@4NQ z5O_D}I_(wzscaPVH|u@q>0#Uj-~n^~11^nTI*y;qHk9pO9o;hI)4B(o?U|yfUfDji z;My@Vw%dyL{EQfo#ADFRL#Vcl-Ugf{V=|Zcx32bidHN&fLj+um)F(gC`GSV?`IL(r z%l@1kr&IsK>e`pb{Vleq==R4=IxmK?vo>I7t0)3@hy58Riyd*KO~<0_Ye?!243 znxQjNITufj>D@j9?|OyMslM29>Q- zdv4$D_ujg64tKM)NOFCiX-65(+(sFDNS#D0-9cOR;#8>gbt|J-`WN5J$4XTQMdO!Q zMr#myWg*9QmNp&M$MqT3ILixw2!~O|;BrosI{S>mDdw|X=E`pHD|AO}1H;AzfW|IW zowQ*cH$28I|Bn@Jss`2Jzyri0oy`NhKXy+A%bit}Os)+9$(XO>JmM@FKC`+;PJC;>4a3hPN{&Q?WsX1M{ZXaCH09uLoMg_G zrZ6_GosYd-?vKbOJ!TBUJaYgf!)ObD?)*VA4DBA!Q7`D6>jN366B)h4g@r_K@6|eU zIk6sBX?glfvfm2nXRFjz8+ji7W7v6gOP~w5e`h`S2t!GXGoSwNs|BqSD4?H#_YGwKe(>W9!1v!5fHCn=N)u+}%!J8#Q8t6`we2`GFoQ>_`kUp-vcSx(DaX`1M2a28kmuk?&sI?U_ziyQm@UGA&>gG z^nB%*z`*&<<7#t>bJAvY6+Xs8-$pcrL;1fsx`EX)wlNs$1*rr4iymD)?Lo}`1CaS_ z{dwB!_v8WSGR-94$j6jN5|GEIc26eDr7S!>i>&9C9t3K+3-xtmrU)&1JZ;n39jMkA zOdmb4B2vS%)G<8SrKXTVu|n?`_hEQwa8{+D}!NUWBj6c&)Oi{@qM_@-qc6H$f#I-(c0G^WA1|52H4=8y<`8pP2U`*X|=Z zz?^8>jO9f`^XjIt!tc3yEcfy?>r1$V@-&x~Wn@BSPby`O6S16lyY3V)^l5xHqtSZ1JqL+2arDq2dp@3Y9;9zh*QY?CPdFy!A>b zNk2w~n429UU|IKdd-E}M{vCy~oL3}JtC3Kb7_5W4wmZkN<@#mrRuQsbsAxq;h5d3eKE20e4rH@HTH*cIK5iV(XG%8$T>avC)Md!=_VE#WEMS`+YuYK^3ExH9 zO|#0|EXS#{&@ATp)crSn_@tA-Gm}>0a4wBh2rUuQO%$#t?e_c7b$eTz0-XF#WG^w^ z1Hc{SJ>Ay&T7X8L>pQY2i(Oqp*U%b?If)Scl1S~$?Ivia7sC~3C-j9p46rVwi+8Z0 zxB!f_w_N}tNaa!v5{83GDME-GteqVPJJ1Wja#KfdqkBRJd#fZm>FwNZQc-8Q=;C-c zeQ~wJsB0SAucW7B&?4tSkYn!eKb8b90A6(Gf{9`GYHgC*Z`6-%i>}low0qpSTugLd zNHEbhmE~eb+i7-Op}A+#GI&HW-kGR2Bus3(c>x%`;xI~?L@Fvg#LEyvj`j$wGI$a$ zq@i9${yrvQNUS9iW8J9+0ABzI_XQ#$YxC9@fKG2n!gDa@IBZM+n^Q;`g_-7^7D(!= zPY=4C@WTEN|8xOBm=@2nN&B=|f})Z;y5rhrAUCGg)4I#Q;_fC?t*wR-`Ol-t!(((waQ5TpvWko1Q`d}guE2{$3q-nO@1g|9slsqB+gqyT2P zM5dAe+%LNr~|f0JJ|oBO2nnQN^n1oQD&3g1uUsK~r_D()GCcxgM^2kG?X< zP738EhLQbXzQtq`<;1+&Q5#K27GomeWHu7o_A)6n$s~>g_aC*AC>TpSk}dyyz+L00+Ulh{XQ`_&Q@(KlNY;KtLilW;L-Xmn|ERnFry4x-YA)3UV8sESb^&;P{AY|r z6e8Y&ZP28-WQ-Wychc>GlQz1UYvz*OJahK6IR@9GjQC2F*2xzgp!Y#sL>?YqL=IYY zTvo)5JL&r+`L$qoT>S+=cg*|%wnRVK?bapecJy(mz^f1G`y%fAWp_?LWhpQD1D=kG z&C}4gg$qvdJqyx)_wH`oPW%21RC-9BI@b;!3%(kJ^G4r7B(~a+gsg88yC=5ofAhDz zRbE9A#H((NRBqGC6|G+YuC@l@SWf3{@VRJqpF_h{i;eHS<)e`kRH2&l$m>guH(Roj zX7@Txh9{i%Dx5N&dLdXdBU|HxQq(CR*BI-61P)b2_dlx_|E+oH8$4ccn?l|sH*}Px zMjH#$Yp;EXFn==Yy!#U@O?|z!oC_)CF1b$NMY#i`W8c~`g(t>&Rmlx(8V2@jgoC!kqwXaU8`fSF( zLAuD%ivqdVgVm;<*d@DH%)^5@=LdgV()E&(oA-*WC|_u-vJl?L7fBDEH?3+&33$OG zF9CO8;A_Xt`%1{M{skaKg~SBe zG=NU;A-<1ZW-<1wXW6=vP%AwuripqG3nJ^$Rr3NeE4te+1F04^8+f(-kWJO~Ba*`! z{T)wNjsathY|8AQc^htmMQQOphdJN+_(XYDKgmAI#{Nj_$nuT!!09yqqRsRT?^nL; zu@0X-`U6Rf)0qjZod;K(WP5PmmD0G$`TX&w_RosL`A0!7nLQ&8_jj4>d$I(&fjDYUI1v;g@=NH zxP~7~0u3>#W^p=Ap1C!fk1QIN2mKl#&Aly+b=h|vV6aj%&FFlQO%;N-CM_K)(@%}S zcASTcfev5#ZutIcPWx4d+_{3vtzJ-79%8}Dq@(I{C6pVX2LDKw>410=*TzTLwRgrL z+VK%;3;pL4e|>2y?D!Mu-^q1!&4APQ_w0Tmp>SOg(1 z)8sr*?E>)S+Sp&;Ce>rXgwJEgTIoy!JfV+0PAFb)z5+9Mk}rMVHWz~D)oF=6m1NPQ zbN_hM3A_s{q;?*I*atz}zX`jumU?u#B9|6(>ZUZV8q@~lSCtF)JFTCl9>2W+ypM)~ z&NxLnK9T-_^dmYpYcLE3yk0OhYh(N!msXfP8GG**-}P#{`d_aEkWxptyzis82j}YJ z1q)tZEBqMtTzDBA@7D8LgK z#;Nt)n|rszpCW;pcF7xc0l@t@T5|MbIko=eSUjtKv#u_NH--|M7X~1_1(^L=iuoqL znq0g!XVsfkZUzgmlix{U&+z(Aj2=zYaB5QnkbJfwYPtrSVO4`;jjAjP;kgQ%vz8gU z6_=w}3TfjESzN*^)f^UgL4c+N6>OIi%MTUEReBq<)B}~fAS0z`Cp^mtlhPUU&CHOY z#C&(|q3rJ0cb>n0Wu@79*`$}qJ0Z0f4q`R4@t84cLw zC0T2o=A)nyK6_+fYZ^WsPEwh}%-ah_=XvLB7&+?4#@v?8ZPW7`(#f)7L#xcQZcR2$ z9Ll%YYkp5xi`0qAM75ceB@tl~SUl!1?bWp$bB37l2A0^g$>6d|bfR+Hs6d)1HR z#{;i5e-hcnKe%^BG(2_A#*wGj8@o+0Z1wM?pMmO14cU>sfd8Q-D;p=im~^)RKlM+ zV*-tU8I-CuiJHx-e||+>vm3%_5NS5%BBdaqQ@7LVFV1+5(1RUHt##Cn5Z>=GL7FIu zA2h63yA&KGDR`_tP;WJ%wL zz^rglV=H^JvHMydvn91ADhl_n{(jk*qL}_1d9{{KXK2gX*Vpb!w=FZ(rmDux;0jLK zx0>r}{`x zW_|pR-zUdq6St$!D7#hI%WWCV7G>FQ>PTvHr-SC#!M3M7Bl ze>}c)I__*SbF;Dj(_<~BZ|vNdQIR(<1}D-MeRlzb&e6m4h6->Q;tVe2a* zk6$@%7r6EByZ8_Y4Zt+8+Tez(JO6lgRbKk-w%{xBUU>@{rLzykJ^YoIu-0{?loI&H z$JO3ey}dRT^&Ubl5ix-0O6qFdn^PrfX2e3a;vuJU!e8-bMLPKeS?prM+=r&vUNI@U zXI@`FK`v<$gmcadKr1oeVqznyI+mZ(YWHqOk;Hi2%!wft*X}{q>nfanVxtMM<^t#7 zPErMIx~}AZsF(k)!PxXJs*47mbt&HvEw-F%N<7i~a3>YC_|_{3Lcd}kCZ5^&(1<^u zdq&1?EL5P`Dp(V5S6EZJSZZm_b};;+!K)Z(;5<==N{V82E(*5A7F7f&PK=Q1HM6Tt zjUW1UU#rKn*zI<;ua!X`J`?yU+MPYs6)RY-{-;crdCi8Wm6Nm}8L+Ls3cJNJ#|ywl zy$Gf9i%X9oKQe@q43vb&9E!4@uG5VuTwN@vow~mjv%Qy3hH7f?N>LAaN2s!%TF#wg zH5*T8ONu|7p1$dCn%_1tDGFooAXgiU0WI>aI}fy46jr{)K$#rH@AkR+vIl=4ZoBz^ zA!H^|&14(G+Zn3#bhFAVYRC{Tq>n)%sZpoZxypvKb#V6@EPD#;5XpIc89Xp<*F8X4J{a9#e8nGZx9{A^hK0sv61J2dhJUH1VW(nW`IP2AM$u&;Wjtk9%43}F$0 zaBP&VIq6KMer|aE)8av1tPsUt7I`)I639CrU(^YXg>^S4)Y^>&55X<~524zmYA7$+ zWF}r6-W$qWg?rin1>0D*R9UGSHnrYZ3u%oVPmxhy;JGJ>V6Nj}gbJ{^-5y^!YmVIq zMdq@*D!R%$WDYe>5T1Us_!%#$>hXoaTAIl7xyY&`PaI9dh%XRoZMg#mIMe)4g(c!YRmaKFvuY5m(`_yBjeC&rm)KGhMpTNlvN zL!cMh@f4}PQKiN@xG%me6#kPRvA`n#DzR#LfRn~}oO<9+Ioj-xZ1Q}X$P%dpRMJ~( zDr|d+6gM5LKK-QMD^*glg8j&9+mFarxhea5ytps9Rk%^(Llrg)cEZDk_s?@Q`60UE z$?nF)wUe&l$nCv7tbwxfWip}mpZxK+rJQ3WJ_KIB0BpNd6JNJQv_k$VXZ>;=%7lmL z;GRbM=WqF;(Y?R?ni(Ug7yux zY=978*b!x6&?}}1=SK=}0~-FprFVhOInp+y{+TE+pq~SSh-#w$NJ^(tQFOnVYIRR> zB-_BID@M0ZU&t3G$l{P)pCIjk8?rtRk2uQGK4Y^Sy=Q{Y))h?cw??y)xnWz*T|E=a6N?1?dWK)YmWtn zaVK{STu^(o53gP&eRD*Lt@$ne){?hX_RM+iV~4XbbTroMncYDD^?a?|K%f;Pos<2Rz7tK0@u?-T-+Xmpo9mwo+SfKwePb+4j{#Fy|icn!9*&Wj} zidYx7YIP{5a6X{F--}9#>i*`M;9pag#B2w0G$er&g7U?~?H3PRJ3uuWxzo*Jv$+pl z?a*&BYyObVWG>^zV@5tQ>yyC0J1ET~v-_l77XPUN(xpJw);=wDC$u-eIHmYSAH4dl zWvY!WK^Uu49Hw}SBGrW$GEtSYzaG!N>f+{J3?N&lYzy?Qx+ZI?XVGS}`Z}Y{`xh`y zo)7GeZio?i>>9P{z9Z}%PodT15=6NGx`y^$ewyr?vuIdxPSAv_ni(<7M9Y zd>LX2QJ$jzl{W%qw+T-C4NX}Q4zW|Tl~52?@55YA7>!W4;oLxOWejTuIo^IUl|3?= zAY0~mT)`vF_MuYgo=}e`ghFZs2khFTwJCG^V9w7N7-Pp{u{M!L${NPogJ=G_LZw^s zh3PScR!-&>gMRhWRi9pGs)l_7jXW*DJ>UsCQw9G38=`(KNLRZ~)w#@=l_*BQXo;OB z0?LIU&a1#^Yl`VsPssTvRJW;1g(vrPp~R}7QW#MNj!lA-XO7`0N-GF1`25S}PKwm` z?#=WP;y53K1}yl!-a6`9!P(g2Wnkv+ZxrQT<*kqY_Dla+%Xm`Yj`mZU$EJU$`_AmKqt4l=Ypv3AA` zD@zhY-3`A9thvw;2dvX9U6BTVmu&oB!sE+-Ly;t+N)8Xh*_q)^o#gMv+g4#eC;WN% zaD|6ygp$NT<5DDXP;C~J{%_)-3aEW^qKYRavi_0nj^LpXQ}SNysRof57z0`_14D^t zK#Un?z3Z*Dxx4OPltIt)T7&+}(i(}d~8pVp&>^JaU>Z8oj31Bhz^xi$$pYM zgVhBJ{Fl3g{omZ=nBl?Y)G%SpNIZnaH;EhK=n%+hF$*@D|9QZ1@4)(st^dmT)GZZ& zEv9shyqy%u-rNlaqPF7p=!0M2ZncWUSHbyy6}yD==y@TdF*foW)#d3WSx>ywFKKaJ zm$?2o+W8_@lGF?wVj; zV=U=M*nc?=bi)@qF&QM~R-6>yZ~3GR>kMm0EO2!!*ie9Qh`XD20r<^&0jPMulVPoY z_K={U%K_HetHrB=Bem7jXTk?J;#(;v?`;sLm2?8zm?j(-$@VpVbi`Mnw4JRuyT=DW zQ8t&x4}ayrKtIk0L&7)PI9>Kia?&?;Q~^+j&eu+@G8ULv)j zeQC?ksN`r7lFW7NXTR{lSqwgX{r1cJqrj`H>E6F9$85B9@-}2{gye)s z^qNw2ChUxs0w0Q>nxx?|%dAnp1u0uF5>HCCTjHf^9zWl72o5A8?$S-y=L=~OkEGik z?TsFkfE*wkUw{r{tqNl2-jV_bcGmhhv0kk6-2T>`uk((9<;ARd)1*zA5&29)*E-J3 zOb#FMER5;&=Q4s4m};>q_)YbYAbE0}I1=cp5Z) ztSEJA^~9THO*~ITLSKXyOSL_&eJ+fe(D7|dargeUH;X_QM!%^mt*tQF;lmQk1bvfd z=&BZy^o<k6AWYn>( z99BE!74G*l6X2O+&7bLieIe(oT2N!!=r3rpt?X=Z3%P>MWpLzS8e5%`I$L)s$87HN zm>wH(n-*r+=^yEVS?cbbt5a{&NCR&4QB z7XUl8h6Cnp=7W=+s~8ZiDtd&>yuQi-!C~@_x4At57|@WQJ7~k+t0aGBQmcVZxMo9J z-^K%dF(>iWJMgxRAQ?jRFVZ7DilG2xHz+pH{p}v3+PG^WqSXX6K#}(9K$ia{JJsK% zM*_YWF_vJX##CLrGgq@%lq%b=3|tc~)A-_y)TG@^%u zMJHCukRF)tt*i;9C`!x_z|)+r>)fy>kTf_Q-{H%X?-LzT8GV(6gla}!1ACX+G)mpX z>oCxWP#RnUzN4kKaboZIt#g9B3biab;9jR;csNOUG{U^$qaQ@pLy*VYqjIBhgFe(6 zXOn=>9e5H~rz4;}wR@OAr<=WV$xJTMBId@9 zpFbDI!r3!&w(clF&VOB$iux*-c_*Ve{=7>=oq3~!O_>gyOwbLf z#0v?Bs817Bm3nje^X~9{IA2wN!BobhDZrZ=`zu%!YYz|Qo#czQ`W^?H(+6!ZDs^c~ z3iu{G`^-2Y8YX`*-o~bVb-UtL=>)5Gs?|ujPsl@V3(cxYSMTGXMh4Ozg>##1p-~l+ z($e2&W-aE-za%bEO$(0t80m+B{xCH8?9Br@dw2opQ$^*TC#2g9BEFl9TmWiq;#(DH z+m@YgPwmi5e?lu*w9F)*)U|3pUG+jTg_B84*ND2 z>yJj*h5+s+X<#I}My*01z*D8sGO9OE{_P9B<30%Lwr7HXcUJ~EQ;eB-wJo`SC(p~Y5@ zl64vSW{dWF`)zzANkV*8EH-HnN@8-=YxnBePCd86Hvv*XXv)r9DlkT0K0V*n+rISs zCGD20!KM7<;VrzS$}9FuZ9K8kmK+_#n32VbV&vMyBv z1Vj*wQdM6?qXnYsK(t)T$eZVteHVav(@x=Bb#i9pdf-w9)J$|WuEgACu7OZjpZ3z` zD=#+W+nL}ip&!hAm+9ZDd2k@Rbg$c3*MBWk^+qjP9=4CYmWJZL5fb*&NUbjo$BpCN z=DBZrrg>VUU!crxm4xb&N*E5JoLYJNu*Te+((WWb~YQ1ag$@t>UBJx%SkR1?J_pB6no! z0g8y?H}G;LR%$Dxs+{Vl4;O&f(CCan?lwehtBTw7X;J=-sOdSC=!W{?y^ntOybKBe zr5?Xr)}!->aGi--I$Euo?$AGSw~bS1>o?+uKx2%#rOZggM~7u+Bu}eakl-R+^!=?6 zc|gD=vjdTM(A*q-XxiFSH!rXB?J;5Qj7Wl9F<2W`A1Iv+%y4#T6bU`3Iva+!i2oE= zs`uO(S<~Jc2GM@-CxkdXkY7uIRFKHD+u?~zwR970fPkcJ641|nWJk0!A=neMI1Uf? zkVgdJ!47*;VT8%}>$-0l5qY>+Hle`v(w=Yucnq+98Z=Iuzcr%dsB4)Eolc$kOzcPi z1Zc()nLE1Ap1Xb|2%~4?-C6FXXQoS(=YRij=^p4^ph*UCf`>X+6{ihu?`Lu4GoZ@o zp-^jGb~RCsg^`1nxQ>{2NGb54-*hP3));JmX|D5l%ify(cJxWC$!K;X!5Q+PwGQVV zakw>Kax-Vbs4CI%k7QLok#|=O==6uh&GpNKBn=bSb*xPBrZ*n&u5g?JkJZK_9F+MH z+>n5vU{Sr?-)q+rb9%Bngw{g&3FMRa0|X|60ipB7UONR(@F{oKetMropNWoqm8(F$ zVF59UgaREiY16)%f&=&t__GYA7Jf?B^bJ0?sHEb(2b9~fPE_FLQj;y&n|!B{mU98{ zRFoc7JduE37f%@Bk7s@sm=b7`;{;;$5ok$)b@?HP!jl=1EXj1A7=XvCvT8iPrI;JK z6u2MywBVMiO7ZnOPnR>Q1N`1CmAZY@Ka_*2PLzur4ruP&-!c^ywPVw?jaQF5)c*k$ z96eBQCGTCji_?fc>R|3ESeFk?@H?|Xu(6~M2ot7@x7g5ZtF;;WKF5Rx>5sxLV!2$w?b6w2xoZnL*9N_x#krNFr zka=syyTZIJd{R<9Q2M zr!6h+o*0Apm4aX&yD-2e#eXBtnJ0zma8XxG#N50|6xD~D8a$c(-}1izJg$(^1sa;= z++Ak~UM%n*${b)PXknV9hOs_`z*NBkXPHPM^-^2JUuZkL1LX1rz}tePiwPPdT}}5N zR|}H=*_`o}z<567egU|$r$M+c69H+eAW3}Mwq{5XkkpeA6^+$Bk?J6@wmruqk0VCy z|01b*TE(%{vI4Ox`JSW($Q6I@k^@JSCh(vpN`k=ydGWLNV!^Maoc+(U^6SS z+K05~qK0a(Gsp%jlh7(xqLla*74r1=haK$-X^O_E=dK!XKF#oUpGqnTSU^VzkX z=0`bC4=w;Yd}oQ02tI-78c1FHO|U|Ozjj@ff9 zTAf!r9SO}wwOT$2lrChn(de$1jHDTS=}RF4^W2nB+A3WaBp(U|crIrhY?UK(35io1 zrd(%qj}P2u32Q$PAu&^X!;l@+7OC@C2c%XVv}k=i*EJ4mlj@GRZ{w09cnO73YV&Y- z0l1aO!(T4L=HUU@pL}D6H9vD9X;8Q0><#PH*QttzZr z;ge@mr~fEA{*|Ztk0Rv%=Hp)kyJayNaGO!x&|P-7R34*+fLQcRdFEsf7|$noomcJ* z=te7-D%jaHt|!yLXX2=6e|IW`Vdc6wi7PZI9eV&&4i-s5zszCJ&>BC~wz=NzUTL49 zKUKq@KbV|L{{ZllGkOs2xMOvkgw0U5SU&tz4)jIaOO=}8h&_edj?{x&{I zTuMsne{Fu!KPJ}we`kIY1>@E3f6q_)%Uq~`&riDaFWrRyJKx=Zzwf`-@!vM^ZyWf3 zwGA{v6FAz4k=T}Q`J!a6>4xKa6zbD6hT_1)H}ng~mD8;x0+1wA6+?HN9sy4|Mk(XK z?8*xG|HIyyz(d`)`+uY&ViK~&RFtApBxD&XOSub`L@|k?BwMx&KM}G{2&EX=vrUP} zHrcc9gk;UW%vi>l&Hvkd&U4O_`+3g)Sx)z}9IsyUQu@uzZ~b1|=XzglWt}G&p~LK( z-WK(L%NUZid)v*a`Y0sL4M0=KrvVSahO#pU(|{ybI-|13Xiu=9R^Qvjh|o4kS4GG} zW#ZIRQ1iD$4Iwap!*sD4%TH7it$e?9Wm!%Ow@MkplFDl$dL_@>?gmmodCik;zDg`J8FT}fGm z@h332kUc^SzeA!6I*g+zP2fSU@6GzT`J?-F{k~a$rq-@Mfqkl)M| z{%{JV+a*MN!8juogq-HJ0|My=m^q_KWmkui9w9}$BX{b3QTx6yJF)t-B(K_9d0iG& zMT10xP>)*F{OMyllqmZ#4mJ0gnTVGpsSk>ZhHm&Sd5m<%g;ph^P#g~8XF8*&F>iXyW z{OdIAAp_Oy1w2o$EaakLR&9QNQ2+cHwCO7BdOC)_!;<+a{V9Iru_bn?a}2c0D?gZV z<(p0db5eidXmVc)4@qY&(j8mk)f<^+#I7YE1!#8(4VhqZWqJ=`dfTEHL z@H3sBGHY+|qV%B3vo2O5xRk^PjnCW%$lIyN_k6+p z&(!zdeJbYZB9aD4z$V9W%781}Mwnvw79)Z7eHAuj`I}!bH>duEn`LR1L)+1aA#1&3 zeJm!qB_%g4wp9ozYF_-5Rq*rI)4%yV{TW5`zr*LP+nC?cKHz|7c$YsC3M#mEUd!-U z?|u0x?_=>L?YKaI=D@8Sibm4CXYh;nbCTX24m*EaWh@pd6G(xYtnkzsh#ZX^+}eg8 z%k8I=@U(OH+YKUSCY_P0jJh(YDaQdx@V(u?&@;!Nq8R%yDq3cDcbmUyAhR(`Z(5chZ$c5`k;3RGabB=KXYdj_wC zFQ{zD)_W~h_y)An2bHbsWd4it^t;sb*LZtY*=wyM>>Ki?)XE+~ak}FNU>loE3Qg3h z2cVj508p3N#0Yt?)bmqioRW>8(vMo%!;l0tAU#mP&wQ}gwSR^k7;ID}v^0ral#Sau z*X_X2((#36ra)sr5>6i{L61U?JR(~#zTy|tjF!HSt@}CZ(!b_&C5Heqeu|-e3t*?N zQ*G$NhumMG_!wQN`K!kuDoZakK5<+7)@@C4=#mC6kDkc^iY*{JFeOl>pc)S>;{#|1 zJ3+NC5v51rNANlT*^;#ii*f&8Qm?|}aT7((UV@(Ksq<>6{iWjQ_3i#NG~us3FV}3U zY*xfdjsQBbel;Udw%cHB62Tsu9YqV};ARwjM_i5JjB$I`233EO>iENy#Xq7w{`se}76_);u;SE=FDdJPIgwvJ9Zc zk}tSh2sWfNj%N4(Uk|oV*!7Q!PyVld?^?_Av*R)e$@It8hel#2EeE`gei#Y$O2b^x z*-%th0f{g~EbWh-%gUtHH8!Xme~C!Igs;Lx;@}tJOWcsT7T(!*2`-)(lmvpIU<^G{ zQE_3ZcvpEhI$O2j8>j~o%+cv z`<+k9^Rh^Z0O|8A;tzX@${B)^gDG^DeXFpKAWKIMfGyQZegcg@@g;&#v%L+C3A+k= zobac%3MH^qpg3Hpplyv1h*IwVjK(AH!*}#i-_r+VmW5K19KQn$&B*B$6sbpxDeXn- zslA^KUw?GH8g-XD_mX{srwc50Kl6IrU^h+qkgludXNbz1h#)J)T^-=iGK}_KeU1UxSNJJ}&NB=9vU0 zHyf=pq>L!*xfBhsP3&&$V#D>%-{vp%B&5r+cy5W~xFh*77u6G0dO1&uHzMR6ISwnuww zfUq#X^cy8F*2x2lzqU{t#4wui^XfDM!0Ac=3In6XvukpussjCM6oV%E)WcBC7D5xf z7@D}0JDKx`X6%3HPlHM@Ub2f8*??e_lKLqpjHo9|r07}rk@p}zCcyz9v8A;&vc45V z6rBu`*dJeXad7}FAIzF0Kv)i=BkA^q3`f#8wC0a4MDa89ep)S_cyn?UcI3O;?X~W9 z{~NpAgr=S@)sCWb19awd%?A%l&7m$`*yCfbI-j`WKOSfC`Xle?S9W@Yqhe|+#5Z;H z3UgEU-Kd6e{@F1$c=M5E91b)YZqn(t`dD|XMRqj5O(b0C@iM&p7V<0+8H{I=qA{hE z1n~H=w30{)t%B|cKK#u@^dJM%Q}HGhh*VwR>z|sbKF#Z*;2pd<7Zv( zrhAH{IQTQ9IWE9C!NBh$Wn>2Y-`h6xCt=Om!Bq!WVfRyS$TSCWCLoNuM)75apj8{| z-Lv^-IMt-ZK1E>j&5iD?VhA%-5)V@~%^ckCI$#9V#_tZ+dz`Nd8(FY_2oc7u!Nwo z=nxYa0&*H4=D>o$<0Hsk2~v!}1PL8)#Fh*OpRn2ViKI$$dr{2S`*&U_;br(s$5bo; z>IL}hI)?3;_pSFWUu?h0W!PP|P(K!v8W-kH=3QABMsd6N4I?V9Ts{_NcsPZ6{KXBt z6KlxNlx5qQvJ9qRTJM(8B4TPpj4%37Poc;{GH)Y~2W_yiu`kk%#BJ=03{B`0tl~#XH zqHso(((ch?4lQzQo~jUGjUK&nh^Nlc)V8#?f<;Q`I(Od22nG2@I6u<(f^_<81E!}z z0FTVWM4X$BAgT|n0R-E+i|`+9`H!r=))+}uF)>c;_IR<#8U>@ zZ7+LEqEZD8cAp;#;8)TVf6Zo)<+_AxL2=#*wTeZw$y(iA;p=>ByiY^LK(&0Oc_Sr> z{yr+X57l4$rpKtF?VRZSOL}3@ZWLBTg=m5&`VEPlWF39lB-fo&$JELr{xIaZ{H7PZ z%`lZ@dY0^ROUd?gx7nrZ()u)SN67D1aH6sP0)0%chHmu3Po=sHU+zp%cStfyI~5v} zeOBv>GARK==7l{#dEsxt*(NC0G%GKBnd}Kad~^PrrRk~hSGLu{(mKkvCk%Lr=_Ffk zjpkX${tagwrLQs{YK&2|u{p?Tw6E$6f6c`(4O@E{@~W=tbv2lG>1IzAX?l2xcvHNK zFM?%??;u4Zo_aSZ=%}@=y;IPlfsz@uVw=h>@#!Ag0QprS-pfOB%E`!KWpmjotTA{0 z(QgO#Xb~5;;v+nKT~PWMV?t*{`YA>hrBgD3a$++hhbiTIWU{8(XVvoC2pMLv)^m3? zSnJ*Y$H0WYHq`mw-hNH^Yc<10#*+%bv)l~~_h*$}P;k;ddsXHvvI3KKBsD&OsMGe{ zR&gM@-5A=7U@Ttk+)7t(1Q9U}1|jUFK$LIJw5gd|k|`l!L1GnF8I?{e3)r6~{R5rp z-yx&=&wdQQf5sQbN>48lRU5>yoEuEv5}F%xONQq${7COkzZ=M&Z!8^{JJXC~Xx%ms zL9$EJ;kuYx-?Xx`n+`)IePx_uc(oZK09YIaAVK7|!^X+C4<8oeo)ip9e>MZS)(-|u zb?boEAq$xXjU7-k<iq*+J~14K0^G zxR;+XUVC`Dye#Pf?}7`$*J{yeh&AiF%e_5kOrKc0jOf;uH+#2V>^PaK58KZVyU)W! z;2kTI3OpL_tP+@3)w@8g3-^0%c!&sSkiVo0j2 z11fJ9(wgAlbhHoCDKUw^;mSmI$W*6kr@cc|@#D)pReZnuxC8i}vbt%kkgTiP(4>&- z+X-rt4n3?Sm%PcD)bH)V9YuYw4W|>%LeshP*cnIraN4cHVE!FmjbG)M-}V+F!r1_Y z-XYHlJQ?0e<}>9#RG6ZXJZ`u1gh^T<<=)DKn* zd}Q8-Jr}y;%2x%L`E~t=vm7v29YBmIm!j~a0NeI3lH6y9=P!{ZvsXY{i_{V=DZM(W z#=VbxMJ-O;Q+zsn(36vC(yARqo)=xfSTJD#4rYo3gJi%s1tp%0wwJdYdsn8W=L>#|X>q2w86>0vf98V3?}&=nHJ((NkT2{f_6r4ljTo2_u&S zZYhFtuFDfQcA5bT5j~RbDkYXI=GL zUh<~75Qik>LfJJ7G1a6a_*C}X?&qLMP?9LemM^>wXzXy2(GD8G4(hdI&p#JqCL}IX zQYsOMK+LwOZ8e*MQsdkr98&fT$ z#c#H+YY!=wb`LftjA3ZvLs~nGxhqascV3c<6ldS#-DZDW0NS>nIVJAp*4PN6VcqQa zehnWA^L!5%jznDYFz;%@3WH(~he-M9qGlSGn@B?XwO78{pE*t6pHz^b3lnUQk8mcA zT=zt00@I5PS<-0zBSScY^i;cT3ALD3;aiH0$vMzgus}S2W?g<{8 zFjDe&bKWfv^ZMoXtYK72d|s0KiYnrSN3Wn>K0(DVP3&G(BdwxR<7CETR~7H0sZFm% za+?_Cl-gOMhQHWj{>L`Eb%sQrKA}FO;+wvf_>iLpub{04tWl~lUPAeHJbv7IU6EzOrHJM~PX_M0lW*gfU+MK(_rcY03F z>%)wl6VZ?KW_O(MTJgh#3iDeqD6B}qVZ15bP_(`1V&a+oV5$RqYJ$pR!)qAo4Du{R z8w^>#PQ-XExo;jx%becC_1Rp^`#LUTGRv(q(<~F;PNE9{mL-)>8r3ECb$K#ed?#brb@cL z?cZOimRzf7E0p*#AdBO?xW@YBj-b}mDF5P&C|r~t&k&qKZqGTlr|IN}wwaNf{M(6g zVJ9}Q4Vc}LLq@nDY0@bn$Z^R*JdG99F@m~!p6aqxLWJ5_c`#=R2m0~}dmx64=AYWE z`YRv(xspX9`Gr>dJy|6D*zqXaFDH^JDgzRHciq}0^AL5t1<)K*s*%1@MC7Tq=^Gse z=fWBtPP|ha^{bsJUGY^ZqDzj(ph%{~nJ1wcy;|+6NQqK=y=U&imzc?2UykXre0<{3 zgyc4Vu18aP@>>4zGHFDrYdiM}+Z+u+Juum3?5~8%G&1VhijdT)&&FR1u77ngPu?c( zduDX24h#9J2EoIBN5tUN{^{xF+1;+Ugiq}!Go8CafhRijVw8wiY;QYRBX(?hE9M1{f@THnn zF)5-FgM zdh|cNw)pq1NB=D;y)|{sf8}0~-zI)hmcOZgUg(b2V~Dxy`Ka?41bDpszLr?7k#Rg; zD=~Zr_dz^2U>pR~I>7dNPe3~6A6nG?zxMrW)lg3QRkT|m^413Bx=q)h@pq~_Q`R<= zSbf5;Q62u=bjrF*zwXli{ciWq3|)R-mwvjSvUcxJH*dk6WYM{fmQ+ zziAKu(xdu~$fm33x3a^h?{7VY{1KN-f#`M!oAN!R7exLT2oE8DtW!>x4{DC;gQ+l5 z1}i>1dY8<<8?g1)?{^M(*O(sTh#wQj%`6Ajh}-9-*0h5C+`{>Kb$`9O|Igo}_G2<> zy=VBR#eAB;2K24Xx$Qi0!XOR}1V_Q=XE@)t7a0zHZBVG}|t@H4h@+atGa99I^x| zt{LK&y+@;4*Eg10ryP&QFvKRCW|-LYuG*bqMIPxq=Z4^eSu~bcF`rT>9i> zk-*5h0YxL-R$-zOSn_S0U;jcEh_pWHFpAMr#NjFm5>p~R@gUEy$02e#Nn!*D2@~=*DMpn-&y&NO6 z)3jzmy8Gjj7jVTk(y>c3Qsr2odp1kG;|K408Sjq1)$_`K;8w{y!12KYv+mm`4yIun zl>5$Qx-if-ojJ>-GE9?L6uAI6D8hW90=d!Oy2+IKtT{O|?;^ZWfafx$x zzjIWfqQg>8e*~HX>77F!2(9Qc)ITU)_ZccQ>7{Ok>OrIJJrvc>s4ZO(yQMtnqkd^l z+LB5d&_|sL`k5tw_0RrqE4E$^`S~sv{KYEFx@m=5NpTfsy7@a8t;pc?D(s1@AKk4Q z=(Yk#xLyaw=_XFls-=csG{o_?AV)ZW%+iDinlSg|6R~V6;XvCJh}3B>1O{ry6r7_qIO~^)4w*cjx3?K+qW$vgQuG+CAH%H>WwgJxSd_%S3VYtm_<|=56@8s! zD2oHmgEcL^6={lDiNVj*foE8;lim1k~MlSv>mjboz2QpPjj6w*tjFUz5&V{>AwzZ;TK3!L^Gws#{yq18r4zrLbeQH(hdx>@s(7-kxD7YWa5yAQMwti` zgsR?MeH$=#Q3AnvB2krCI`Fnh;p3c1F>$%F)kS8|372Yg=39S#d~3(UQbVy}+hzSP z{RF`kA(9nAOhkbkxP8(#qetTfqG#63G~%iEqaf-I1(jD?bE=#zMKZ*|>dV#o*&=(2 z^PbHa&PoMIilbAWO|mVNnkaHcu)CxW;mR`a$mc5d-Ksr#idA;AOsPD-*x@04zg^q? zMCCupE>k4peN=fbU56ckWmybqdf%TDCZAnC-El)>`vJ?nqN85dIlFmCqR7W$B3t4( zEe4z`0}=i`$12JW<`ycsXSF#Quq1}YPTIAl#lm%UlDoz<%jUNA(d5aQW)AkhAa530 z9a3Yz?t1gR7QAiF{gT0W{w`0oPsd;e^;iVbQZbnC;s?UmL-W8H+oK_K7jANj+I5Js zc&QD%{nV%`Jk`liaw*W+gqG@*)jqS~4rhF4b0o~)T+w;!*j|mXYWG~wQ~hng675Lb z^OZwG^l-#=U($?L?I#}3x8aO7uFx-=KNIcg}cEanDp`<&woKC=&|B@T8rNBBPp1s<4WlCYO)H|TGPuL=lFOWV)% zedg$!EaxHkqx*A0FSec)#>=KZ%zwL0EP5bEq6J?EA9g;Ucvv7az1;4dYaE>0uYM zn471Y!T8V{$E}Idp-(hV?q{+Z#bEF`JQU6pyTK-ArG1nQW`*qnryiqTX_XGVQ9kpD zMO0v78X;J8g~3L?ooTgWB(UP~sk@rDulZagTR0D*_&u6p*)Y}p+=nuAkF?$HOzY}; zn2oNya0K{*IrVYWTb_q3OAzGJVX9NdL7m6AnQu4BT<3z0;-T<*$Bj_o$BAF^i9l}b zbD{{*6BXSNh?nG@P9FMt{pb^EL-^ep1%XM)xz7n&H?)S-wVF3w(({bF4|C%68OF0s zd_6|UCHbXS39>)kjbgs9Lz9+DU~ZadZf4;ohz~7ARTLi>_@I?RQ@4DWWqpa3Ev0i@ zX(3N+gMx(CMsTt&WM8J-u~#a34BC$(J4c_Q4*&E%J1UE?Dc4!%tc zePeDbpfw9WrOF8sO0XXr3jP&|x6Gqp7~B8g92BSj`D{U!l0_LNaS%V$)V6fEMVWC}JWh-5 ziyUS#5JuA?rjD*j4L zmjy}SKJ@}cE*=bYVYbdI((b-;c;NMx1x|OS9zK-}$;Asr7fH9sml(_hT69((o7Cf6 zF`;%$bf*Ywph}`=!z_%kvn#imr5=^HIk{#0D{t#ZMe+RTZy|0~X$ctWojW$4{myC8 zWQU9|GS|n>D&D1Pyugz(9l&kQh3qxq7WOGFU4>PL73zGBgOe{um(J0FFHPAe2%~TU zZx!Bz>^WSfEH|tZVCr*R^vgkVm9%;AHEct$djp~RLiiQ3!(hzG8(X^s9Sc8co?~3; zql}hF(=${NLb7+Az50>M6IN5u!<{r?LKNLad?^mThn}~DlqxUbZ}p=U8Ee}^Gtrw6 zlw)Nc(>jlw@&M$Oa!Fz{Ei&Zb;ZxC6n?Ye( zG!`H?*o+%?N8UbG2OX`cxy8yPMi~)Y;UnSIQ9%y8lbuI)PzL?xHypy$c%hI`W#lWoes^eb2O>+Lj0bm|#GZ)RU!?yZb|!Q|)WW-dSB zIo(g$ehHCxRK>!p`YvEH&9IHH!fv2e#3^HRA2=f*#8br|EE>!Mh#tT5g3eXNZud4^ zTanuZCna2C#9^yS8psN%XVTCTgrqO^Mh0!K49q&7Upjz%h6@9b*S*Zc>|E^=1n#Ak z^a-dtUNd|EvwRpVNsrYn}V z8=1pLho8`))4)#h)}zl6QmO(GOjB|y2Z&BD+~TV_?`007a{}{ik@kwi`El?Y|I|vp z_0aX7t4{mx6!QMAp{sKCpc6J0b+%6I(kDPC7 zMierZ`(9IJX&j6us#IXnZ7W7hMS%wvB#2XI_dY=k&!&0IU0g7;X?yxT;mtIUpQ$$6 zjVY6x#1~w2V1Dn0J@nKg_$u^vZ!7X)E>#tB-4VanbegyyL1D^zM@lEOk-Z1^P7`*! z1@F_x>mu{xGO(T+W&l9}=q@2NgU$ZL4RacWb~}yQH^_fpj+Qp$BW@j@did2-<#T*M zO6DD>g5#mCukT1_9Cr#m)>?R9UoTu0v60ahg}qDe8#*aqc*D{ZB!+JBZ1ix&<#=!! zDPzj8Tdvk-gmFl3zG>=}^yKJ94_Sh7A|H0U$AQN!=G5~aUdy~;*(d9KusXK(15zE= zDr9N)J}-dP;I7^-b>=tBFkO~}*>;G2Vo)YRq^!bbZ-BO(K#k;KBGGyDjj!tFw%)HRKBfEI^j)rha=L8aLcy_*np_K48=fV)r$@NP+W z$jX(=6SJ|77szP`NFPl)D5uPPv@TAZbk8+AvO`J=@ImZ6Oruh_quBcVm?XComHWPvH zihkDIOYZ|43fpS?%ZkR9UHgNa=j*x}R$tHb9O z_Ai^NBJB0l4cc+mIejXl6pFc5YtQj$!)t?jJmz5@UY;u4^z^w4bHkU@1-E-NY~1#e zvSNxS-JuK*sHc2pz+KKtztX;X!i23(^3Ejq{*K-Lr-PxQ8h;Sw0Lj z=IaN3fdf1_014tyAMRfne6BMC(lrO44Y++T&!HtP_8GKnt4cz6P0FpHCQ zS!zUf&=YBPX=JQc+pKBJBR=ORrMtB)w(@>CP~FtExuiB@r1}0MNAuPU-lrp6_dLC) zT5~L!!qs;YiZ1RcI-g|7Z+=8+n>zXc5kD}CBg|b3H)!7T;YE3}&WW$1+bgFV?Rh_q zTwnB{IYd(nLZ3=UTxSdQVjXB^sbcWZ)0EVbC+vErdSsK|DqWZOl2O(7g{kA?<&9KN zm53^u9sp!u15_?!gtNORFngZ1Wq2z#(yTfAP%KYi%qbf^t)@W%$mi=O{0Fx{+?MeM znXvl0J84(K!_LEMmNRuY$%^G3Lbu$RPqy7(;Wtgp%e&+x;`27VtJ71-jATkya2{BN z$yI!nczC1J0#lottCX8zF()JPqW9s$Wet1#3ivC_c+c&p4MojEPl;~G$dG1L4n|86 zdk02e4{+EUTa`C|IX74x-WXtMZ&LX#CQEY{^D=58JQjby`Qwq@p1TNYbE*hI7j059 zkuxe;(+YQcM?rmyXS)5q@yBRVQ=8`g9O1L*wmhtrf@n&{q##x_(nL9U-Qau*(65b38U$Rho%RHV2 zs^g9Z7qXZS@b3!p0ssUIv^f{KVJdtoc4uBJ#HqbIM$B`2Cr3>0)tx?wGRCuwW4JFl z+gL%Wd6EN$HXE4h39m5Hh!Rf5CtbC=aQfASvBo23KSB^&DJGw}U)d^(oJ7P|BDR~J z6BN4Nmh(EsVEXv;&{-i-OQ*>%i@LC}CtAFu<0*u?Qo)$EFa0hCnqkfgw^eG>u25bw zg&Td+`%73{b4gWy-5)1n)=+lBL7&f(!ajP(G@V?ZFhz)Wo zvA@2{@#>Ju-f@ihKE_s{WGD;Rp8>xT@Mo%-4YPl`{8{+MP3D_?)KJO-9iEmNA26eG zeO*cL-%5g?c`nvf3hOF`b(O-uZYt_`P4)aO3(>ma{d;u7>xTDlx##{B-m`9a*A4Hw z;axYpKW*;cy5U_ny#ES@@b})wb;G-Ec-IZ@y5U_nynjB!xSneM&$7YqZJhp{zi-{} zt{dKU!@F*H*A4Hw;a#us{*DgD&ojK7h+&HWDKHkU&ai9Ij;SPP9{u*j4xL!b=8+AG zN9V4f-bG;?F^@gi@g0s!xmQyiS#tHP1=K%_2K%aszxPd30Yf(8|57nWg#I_el&3au~*OGVUa~PwLUM!8u0V)!wVN=AO@we|j4^<|MQ5 z(hl`Y7|(VsnEe@?SCPZ(t1cMQOF5%U>2@1?`VzT5z4Y7PQl+I_b!lLEN)_>-K&L6wu%f?ajN?)O_Gx+COlX(?r?G};q=V$@|j{(5LS47_O_R}8dtirDK zt{5bGlp_`tq24IQ7lRjlKqU+MDwi7Y5f3z{kFLUG^5`F+nM&vDB#T-*sY;zO3PK8SgOU*T&f|YhyA{=3$!WG#52zCNLL(8+?J|FE!gkHi5QP-!k7@ z^>TrgR=;)3Lg;N?KR>P+9>CZhUTp&FP*ULN=`Nm&@b8v;)GcwQO;n*fqj@|HsY8jPt=d<)E+}2M>gDRQ5wnW5LkeOc%L@{)%{t0Vx5r z3v>@(g;!6FgE!uu@z`q>`oiil+B8+8eDi@Fqx!oj-k|}crtZ3ddwIz&$z7EqN8TUj z`W!}zJYU;-X7>f=e1V<>1?DW(aTes|mcI`%`Y%2{03pZd#m?_@ab}cptis|OT(bOE zVY{s0lx4t8P~)9Jy&t3b#|ndSwccP{gNbB3^hvOsQ9Qf~YgV@#R^f3M2XEWqfqm@+ zAR5e5UOy1KzWj0TZeBSJ60K>3JntSIIh8R;*@lArzB z-pd8JK7VqBaxMPTOPUk>7CL1+?GgiewWQCZXPi?1y+e5Y^*fw{pT_+%kQzoITu`M) zGGh039-5Bvy&z&@AS^Aadj*5Ok&Z?Y9}=X>8&Jl0u34tWQ)q4!G-&v7Gq z>w%Bal9px2{Jvc_^=#e@L0l9q!06rqX(;$w3;t%Yq;}^)M^>6PdhWK8Lz-;1X~2=Y zBJQco;|2dYL5QncPawuCEePned8?*YVLV0fIM;+rM2*NW_2r=e(_?`%Z{?0dY(2!x zjIOVoUDk(g$XwGgRnn_E8g(n!b0@JzmgwX|l|`RyZ_e#|ACt6|Aa%G@%q(jUoC2if zg?F&IES`5~i_$G~i`9-|PxN%?t6+=n-(?6-6_5>xiW=l7tJG_jmkWZ6oX&^VkUqDt z@7NezXk4r~RH8<1Al$I=J+be(yF+Gmsq7(a_&b}yIrtr;hDq(cnLdSIYTtNXOFM9bXZvPb#ZVJKQsFQdfGC?> z0M&~LsLqEwCcvm= z^N+Q9s)YV}X^`{{MSr+7$iXxkXgF5IZHESw5VQwC4Zk&I07qeW!7x@~;KEk{2ix}| z!GON02;fVh?_Ye0X&l9-A~6neL%GN|){c_U^qgb^^{(ZMq6Vtdj8oGWg+@gK$i$t1 z9XuaMsHPfF+2-^w_qlDBY0G zNO)es^G z%iWyjFROgslp|+TQdr*m47kl+zZU-oYkBmU47j zKHbW!44W(Gvvgp{yF$>I6x3*Y>oVVwl)`Py3@xiy1dHjJ0c-a2KC)MtGw(1Rm2GHy zbJ?ux?)4eHiFVAzYly13?yfU=gr(6B1M(K{3vx~!D{vx3>{AQ-YGPmNIVP}c7{;uM z_~rKU`-0#gzG(LfgX7_GVFzB>j!!<=rnyl+fSgX!B}drBxn#lFCY|@@oYNy+O^@C6 z0qJ~O+;bInA2Y|Ro7?M`!e11EKpiY+sGl=+wg8hxoY&14QN>vH>ZT(D+Kpmh5*1-x3(M^;6lT zm`H}I0qsfGsR3Mf*GI~Z7i^Ox@vH4lH>?7quKN_u1np#+c!_;5R3huq_~0bjW6qGk z!)?@WlyGhzwm9)jvwf*dBs|1hZ0B_*Rm7Qzyw2#DM|=g2^>UZP<6M$`%0*v~s|nw! zM4zEbqP6o0U4hm#nb+5LG%pz{<##mgSZ0}xSlsGyL0L;V#H05=Qepq{GgVH7^As4o-!rntv+50Uod=$>OitMoP z^A+Vg8F3CPH)2R-3B-?^<^vPbjW5HzaVcc@3Snp*FKCi!@ll;=g3$FrMP$)8kJ6zz z3jaMM;kXSUtsstgKE{0c;?%OW;5Jt6nlmHA#ZD1^!#XQ`_dH$$_!?XO4T}R}jp)nT zK1nAX_r$c?K%!Gp-S(qyO1#5N3SSPpi)3cGPa!qq-iyw_nrOreZXt3D6+;6s~etX)|&RYGw}u##|^CErMfL8!GM%at$NKCQyMVRj(c zi}GM~c|SFP3wG4mL}tikzby(i*Y=X(x!~TiUw%{$#?coL^l;%i^R$EnyHK6=$wr|< z_Q&_EZ|M>n*!?swHm7s4F7qn?W+D>0n`#4nN*Tmc7{I`*w<7@8l;(-PxC%oZ0i;2W zi;Uj>`2%Dd1|DQCS{zxXksy3Q@BoT`pplqOFqsAM4oTkHG8o5Wb0b==n8*Yf9{E*UhAbE{JUPAun@VG+Y8{(*fszY{UI$_hoY}64 zu@!(M=iX7F?BRFP%*j8x#spfO`Q=m(5+XedKd3BZp!d+-g11pwE>50qHPqBI%fwf8H3bGg(a55*3Oj(J zN0ubfV-NfEmqKj$O?7u~02Hlo6h)UMzC~TrPNLN2U{l!J*A5~1%*UAauE`c;X?e7j zz^cz(hkD}x{5Cy|{EkR1jXgki$QqBn($460g@s5R|12?Ps}%F)ejNPFI(g*}aN_@6 zXy_kXV#h9sIDw=)*nGQ&DaWonhI*0o=)4r#0UAb}4|xBeAvg~&`VKIEnLF9aL7#A7 z9uo8qH~ZYXj0i@K7=NIoFdj)vpsm_Rs#jqJ?W-_$8YUgNW~il!`kHBDBzWV7e$ZXd4zWlbzH|yBvGa5n{24*{#BS(pyJtuWrvqe4QPc7LziBoqr$g( zE21Ah<`O6jadooDlCu!_NK0Q#4uH`*Tkq0r68r?!^ZXAozkHJ$;*y7O&u_R5S<=q0 z!mv#sf#2VYBjQ>f>}Os`plS{|(-I^H(`U)0yIb7%Zl8m!5|oxk%`zLm=RdpM?Jqc>^EOdTxb>CI@V6D>PoyFx zmfz^i+kHW1(}j9fn0a`QCsK~VXXPBbmHaCHtCwk5&yw}5E_UTsL$*}! z#4u|;^*$8*Xvh4vBkU5e>V?goD)#gb2?~U356`!dDi4J)(W_V%GUq;rT~gWDHN-Mz ztZgUaS>XwZ8UWT;-yZFL-^)giRJl_66KbYIGO!e`vxCSR947L)crIxzAybdOtBt-~OQCUJ0FHlnYI%RY;Y9@XL9AbhP{PsjbiW z>mCVV#-d^4w}tgvLffU^lx{TV(pHDr;|WM ztQzFXD7;BuE`O|65=8422v2>w{(*NocMQsrqJ=`dz-3DXt7xaE4E|=*%5D{KyXWEP z5|PE1i_%Hgz|dgsK`iybDy;RjRfpw261VuT%D2qY9BiUhAZM_Q24lzn&XHAvHW)B4)6{`n+Z_JOOgO)0CekY>pIMaWm_|N19OB2<1Btq6=|!>LsmtS94ke~yl) zBge_k+RiCmtH9@%`Ac)Ivmb>yEXgk9RY-NWRhIB%gWyHSMYfLh;cbpoN$LF?Bag-= z&|7tKr9L8k9~cDZvMW-hcI6jwL6$6G|%eBRRg!M_UK z^Z?dG&s1_8#O`phIq6*<-H`R_7~j2lF|n|;ivkKFxqQ>%!x#=1Z4Kg96S2-i_a_b? z-eVbgL(P`=q38w>{FICJLCu3K40iAc?@V9_?3-fvu_6g35cwO-%^xJ)r{OC?$L1RF zWyKrqWl;NmeFs=+|L_)EhUdo(o=PD8n5(GM@pbAsH=1Os{4HX7W}|PP-*XW@+g&?1 zFIK7Vdq{jS$jIAJV?E@??u49gTw*j1P)v!~@?&#BsIAi_`^F<9`3ig*ynD{x^3~G6 zc25%XTt{zlPl;fjWbV5_6xh5uVs?$_s_W!uPlHw z8=GiAQ;Gc~-?prrt9ZBz=WX%GZ@QQ^V`Aao2&~daNSZiNr8S~|#hFLx|@>7@^rDc|_EnM7AwJ9ki^xifSetFr*y}SD7#c=5XIzTV9@EoMbix#8tQAMYUf)X zp7EF17ettvWs9kO;NCeFKo`OtCl?YRRdU3Jb1o+3hCXbkQdQ&LD;^A_-GR%05`8P6 z0P7_{6*g=xdB21#Yj$RQK2leD&`Tj+CFs$J`vZ}RfB}XA+PVcTKG<7_fZx$Yxr7Z0 z?pMzU+?6W^W!OtI34Ah191b$?3Yvtnae;#cH`^SocTDz@%_BzqF&$1v5YICqHjmm9 zFZ1>@B)c-LXS~rZw4cCPsx&rx}L z%`Wa~P$Da~5-JnnZ&lj;sx;BXqv6oq_%X|GF@^8A>y9qTzEkBdIYwB@3!oiH8#hSV zhEi>gV&1z2Aqls&h1h6}W?5mIL3kxk^bkiuNVx5d{JeuF8wB`GV<&6vITc@5dIWdH zppD3ygLD4JC-%kTEYeT<>}ub|`~YX1b>hU>OA(FptTmrDr+6{;x?HRhyyhIO@$UAA zrvitPBg~??$3LCdJk@k6WD9Q<+KSxwima&iA-5SflZ)W0PnN%t_eAUc2xcja>tmHY z-)s4qFr|x^=n-gRj^4x1)5r6i`pd;|Vu#47mzfu2Uk{?XHT5IEAu5fQVshWuL@O&B z8Q6^rl=-NTZIWPs+%i2ea1|#^)66X>&ddY&^zkE(>;5Vn0^VC?a?2E##{`Kva$=Q-MOBo#&RUDVvl_1Yp# zgDs8a!kGa!GV}0qzyR5sXf!%}@^XHzIz}hQeB*Oc_yW^x{by1o%)_&MPs8>z0<|Z6 zFHUlth-(|Pa$~pL>D5w^slzx?a|nqB(~w^gzE9|jHf;Qz;IM#EL;{gm@UjDvLKg&7{bYb;%xei(h0 zpM|JI&C7ju-vj)n1{*&zLo@s(&>KMh!j<18m2ZHyk?9B7Wxg>xL-R!wWkPO2w(l|- zabsC$*QnsZh5pfs85sayeG^u%& zjI|X!SH9__RhZbR(*UZThomS>byjhr`OZGKu)U_@1R!YGbT`l1M+uRYODKbdCpk^yO7pX98o#a)k~> zFxQ4Uw+hQd#f$s`Ei@qKLNy~0v;`gNh%U?6q54(Wwjx``FEc~d*5=pI@%y5cNQxfg zGYxKY(^SG{s%ED(`rPodgn*%rqB>Gv}`R64Ncv+SljcgmF}uAX4v(=vz)r7 zu!1}N;~bS7rWopBsAdbHiCzp%T*{ry{f5dOqdma_wq9=+BSPCG{U0g|{Fjws{;)<( zW&Ib1@Q>Xo8y)gRFu7HVz6t}HDjN??i(iMl@&2(U;Y$Wm5c*W;u%tt0)o&$ty{^H4 z0avdXd@G2{Ycohifusu{AGkXn>bi=h?_8S7okqM|7bN_hPtgBQ82hsX2`~c=qRdc~ zuZM8&fv&^#QS*n%8HYSwzt}Tde_|^_Jb%1%r#aCGyIo12#S6`q?&9_Bv{&Q7Y5_6V zu(xc1)v8xg#oyG-pjgN{fzpmoxX0pQF44;ZQntgmrYSR;!?`!kC3}@O_taoo&ypZEM*aU|?@HjI zYWM$0rJ_b5A*P}fp$#EM32CE6BVsC*kS0lXN7;&)P${JmmC7>Ng-n*L+4ptqYnZW) zS&sjs-g{qq-|l_yd*AMT-}~3+GoPF}=giD`&Ut>%Z~1<|zx2fwn@i21OV!a7`Fyb= zF1z-@P;S+6v9ai<{Vm#A4!3r_q+~Bbzh6BZ=6q&ERpcb-_>x#{?&kS1h_gW>o89V+ z_(T4uFXb{m^k<0Ir~6X6-oKy)Y9v)%ldL6PlIFj5HOF>hzQ}Rk7NGem*^R!9iX8~3 zEwO8n%nwc5ovdf1m7;*IJGu3~%H!C@gNilx;Sy)1N@o$Ky7#_HM_PPgzu$Q$(>1vP z(gQaSqEZSP^l*Pxv#6iNsMDS^J1{1L87lLF zVXqG|Ma=aYwqh>Ggo`f?iugV)mQ8!TdE3&wo{amRuS8#km$G3woono^6FhSSIulfV z9L_KO^uY#tw0$5`W@HF^ftK|#NZd94wyex@Gw!;EjY?`s0JE!f#6Hfl6q6}f1^kB` z$Y)WR=4PnA#&rJH%lS!3NA8T|7I+m~=Gcggve6g3$g40-^v}CGv}8N#=yBbkOZ#Fp z{Bq<%5pR?c;W})fD*C%#-vq=ZzhOG!KGE~vzuQ(YnC3emXi7~Ta2R&OA@fqM2N&5Dz+ zrOWnRHJ(B=nL+NbW)&eekm01B_ zQ#Tj(maY4i`G~ms&u`Q((4*i{Ld>7H#g1>-B&Vb5q6|vhjW_+jRiV~fI0RNU{eqZ3=Z~4c6^#3od)|^)VSCbXpHjB8Jj%o)1s}*wr zEN1h?9A!-7X=azw!exydteeLK6{3fpthgye zU4%W9Nyr%A?198xVJ3zqM+o znJxe5(U{x!?@g`g@%w>t5Xg3dmpBE=EV9v!y&9Ogc0uav3@x$KH#}1YrKVe?tz-EO zIUZ^A9xySWt|Uc}^-jL2Z^*K|ULv%gynX9YJBeoiIR!QN5F3s(Ij`(Bd+u&=c1^7^ zWVJPSax{V*(YmMs@k)1nX&EIG)~~zdR3#&fbnS$7G`t6+@Y)?u0j6Y+C_v<>knZ z1qdgSx^DSN!v0trvA8{M0gVHEX1~8)Fc+iF#i(;J>TiiN|D9ugT#Qh40##^t3~G#2jT zs6USBCc3G}*^XpZm(|zy@n<27 z=x7Ks-g>}9n*#e;y)l=!JXvcXJ$d0?3mZ$T2hs6#fg?wo@SdS|@tlzHm?FWx8o!2y zoLs2|DK76scdk;GR&7^`kkq51e9||XuN)6dvVZXIdhUdrpY##!Lzz3+G>r^|6@%zW z<5y|Y&GXz7$jj$LD^7jvjNISwpm_UDjHrjz4ga0OY&lwpiB*1QeMEP=>F^>|H&y-{ ziQc&~$$v+!Vy;Z`&&mt`EBk*~nPeJb@QLR7!H9>-TO^m%+9W-Ey?@68K+2$T3$V59g`r;?nFmWWSV`?eVi7MGaSraVMUGu@x=5?j_tf%h4adq#QV_|Bk~y z7f1eg6!7Qb$bajx{dXSu|KzzpE{^=eAbxY&5`-lx0f6S@jn=MARp-U9jb)rddyzVD zZ|Q){@GNLh(vymrOpk=Q%>;@HJ5);FF@ic@r~Za z`fEw_gwFT(@9Z2APrj>h+n@J5o?Yz5nCw-+HVm6)8@AyX)_`sJ>J|G-0G$hN!O~Yd z0&xk~MI_oAbgPLiKkSJDaHf__8CW8HKBe1ZAmPxCQ$;)SItyC2`l6Qr-nW}XA?$n^ zqLL|*>u(YAo>y;{Y=c-MSixW}cA5k$AF6O8V#t-Qm3aC5IQ9f7+ov$*u?0q(SsW(V`y(xdheYSM1&#eeUXW6=mg! zq%w5J(lb*CBkD8;KPJ2A@ZzxY{4Et(XC;oke(yIe>?hirIV(T@BZd9uLZ$zeQ0Sjs z$Bzt^5FlKd{W_Vxp;D~eQT|Qeme5^^5BwX~k($ol(qs2+#AMf#2R2bTj~+^_(ZBvs z>9LZkcK2F)1S8su*<6{vhBiLR$sqCAx@fMgja^?Ele6!$+}(F{O!*WdCOzp*zrD=u zbJf-dSi9Sk-H${Mikx*dzar1$g`i7(SyLoCWbjb@%4b$@8hb?MrO7>5`MFH{RVHM2 zCF`aru2mJfb=C5&Y9HI!r?@PBdY!TM#KR@_+mZ{moatL;-aHD3ea=ymNV+NnZ5+B8s-neIsZ$0x=QHP^P zov#BzILkCJwJO%fSFVu6F0TtQZB=uBq-ggFxicT(n~gtW^bVk3G5IJIbWwPBf;n*+ zZCOvfe#3S(tJfN6J4x4@F{oCZtMbdVdQ>}HoJ=-TvfxC$3Rc&=r@qnK?yRzR4Wgm4 zNDG`rX?<)FC6}nVibDs2^*bU8lvNcRZRWcyyDEvsl&Od^S5>Y}wv!ok^Ve=_G&m^I zd?8ou&g-2h>m1u&z;19WGeR@aj%U2vRDz{^U)^o6^(|sQu-b&v5~aPBtrz^(I+0|N zj4!{H9M3Vp_DVg{kcRsZh`!)acSl~|pDSO?r6p36cKj-*wfIX!A;QUEGf<5E_P6q9 zVHY}!+QJK}&)=vPawiKnM_tu@DSV4VTJy@jjN;vI^ow1osFsgRewp>-0jvGbNt21Ks?SCvC-mI^Yp~vl5?_SG-Dp1viI3?I6YKHtKJDA2fto4A{?HJlUm7P+ zTmtO<=qQ%tvuKA8q+vEJy^ma;A~-DRc!?z>4RE~SJvRYgp*Smm<_U_QD+yy@ag-p> zT6f;60H#B(dpOG)U63^T^MV!C$y`N$dI&kWstPQD(qFM1bL5N}q=J7Z!#{WK&o#&& zR_*vTv5I+#;pZ2Iha2h{t#vSX6(n$c>(RUqH@9ukoIk7(ZLCT=-x7t;xJKeKwbWWw zADcGsB*!Yo&;yqF+fWx3GghLXF~!s4KCgs#%?EaNmZ3TWc%pe6AJJnYNZ6$cJ@6jL zH4s2}+E3SJ@#{DPA9I+Es?Bl)e}u>)oMflr43C`4nkAvdjvK2kOTE~NHEPRgaJ zZeqz1y@x|o_@iSgLz1=u$?vGauYYHqp_1ku!;~!rY45VloZ=n;ay};9xlz&k<>S^v zTP-__q&^l}m4>KeS*xlX#@AJ}<1?K_D^*1p9C)itu-K zNxkZ^4_%m)dMo78JY%TUx`etZ1GT>~)CIlMku%DODN74CwN{$EY8qH%VgK4+aLdQ_ zMvBx_krqLgum(o`oWcnKpe-{=WoVt`MEX1x_u&rJ+F^BPLT1HQ^ds4EK(mk9J%;so zx-$Jy(jmFWm&@h0J{bOhs}w|hU_DFIhnLZGBaG?`JF!h{#%6UH$PK&K(A}10HJNuJ z>pU~KX@zaax0!8SeC_>ul?KHv1$iwu1W^&fwH@4UA_@Ia(!%G)WsXuW@Ttn#HBw_f zx|;AEK)$MVJ?yg!-R5+FqbR6P@~Xob?j+R2$Rv=Vll5trS*B;3l%?q58KEIkJ}fG* zbAApvv!Bp*?56U^OJzW4EuE)o2o`YEx!JeJxgw0L{JwtgRWaSO{vpNN{Za*TcgoUt z^LlSK6}u#`df`zeS1e%)5#JP8>nv~Urz`ioh^s$G{<8aG^h9+ZL$jr+-wd_Has8FS zb5<`^?__uQzvAtncjzoY;#DL9G62uVI%IS3?3QnENF}+4tu{sgS^Qkf));^gFi|IT~vamKcfTR z;EirD;u&Qq=fZCH>zzNY0x2YuNPxjIC&9Np-jN%;GBpw@4?;uij=V2QeKPW3Imqnv zNa>Segg@h2O1NuX8MW369^M(Ztwgd`US#i`rqQZ!u_7&j<&Ha%%cLZgu;}`9atoU2 zM_vro+=TRL4da1n3|tO*MQrjluYJ!}4J7i;cRpRyfLiqVT!k~g?a}gcn>O2D5~>_K zv2ii#(GIo|@<2X-YBvMtA=(C8EYT00bwRi4_jAxl31qbP1{wJM8Msl=D*aLGA+6nY zTs12{J2f5g1R|*k3~q9+xW}$T;T|g2`2C6teZ6|)0gbr%Z^IQM$2`$=D91!EI9{})gwL= zZ(a{AX+^oMV`q!cTMq;^OVL1*RAf2B%H$IT`%(rPcfSV3$TI^5tl&&=U(_{E0=2M( z!Cf?mO!`v;mPnuZrR%IVNoObpwnlwcel=87S5Z=yLe9GrnKc2NnQzFDoL zhDB^t_n69Fib?+i;tS}))d7lTmI@9lt)uePs(tjMBaxv?jvC5&e}-pgg4d$OB}YY1 zpy_;0P87MaNM~-^etsdnUg|!LtrIy@2v(4bQjpi6{DbO??N0uR+agSav{nl~@Ip+c z!n`)w1iGXm5uSf)3PCOCQrY0Ro?7kNqHJ=k3Kla{eBmCi)D`D%S9d|kC4;NOrbINs z$?_ZS!Jm|f|4m#-)crPeL`(|J2o1YuMUBLDNjW8Du|pI3&bL6J?bBxk^eu?m3N*(I zwTGivJg{mtYHSDv-;`u;Losdjp_*gN2ncZ3@5*|z9CCqA>(z|Sz`yP&1#{B}O9=%W zen85f*?lC{tCgt>1j?K|%Vk(x)iem-VW&_+;ivgEerYW-O&?u7yZwlJDXGIQ4NQ#y zXuDw*?iMXDbk~!|wCzCF4$Q{4%4a2ig^lpTl+}80bxFC+D@xP3dshmU+=@>Xs_l4^ z#?vUF=ql-V*J<~{_e$`}Bo|T-t_)3)Lg%C}19@Z*3t1@%$wx1O4ZY`a-??JhtB#m;NINoxSY+tQoJe8Td`U(_wL6Oohg4dCp^Ivfp$m;_GdZ=X(J7h3WSy9#w3r}; zfy<&N&pz0G|Js?mA13AtGHa+BH!Pmlt4XB=C@BrB&C5MF&PQKB@r1RsT}hvj;O>W> zNN}sHD(h;yQjv9h+*)3-eq(6lhyP?L_W#Rw{ijRLk}U&P?d0qTL!3@h5>jULQaDYv?Im6Ckc!k;T(B-6H%j~l zEJ`DOsGiWVHPB^nVGa_vv7TVhrdR4j$;IW*>T;t1dUCxg!3nsAcjfx#+mpw zl3PlUe)jqI6_2bJ@tTOew7KCMUTE@R&=R`?&WE>nW}$c%_%Jgig)hj&uBctIVg9Py zXv4xWOPW)q>YAI|kY==`_Ms0x+NxF2Vop%vwdFBg+TWC*HPITCm$29s`h_GSkceF zn8+^i+O*=e!F!t{regJ0os#cNM3wK`ph9bUm&R{xF!(rMV#UUL>o$HyeBf&ZR1TYr zaEfqhfBHII710#$LOtCispls1qcs;4FWlFAhrN;j6uWn@Lcs&InWi0SVDPcasP2Z- z<#~e^Wy5bWO>#n<39;3u-LH!UzG=R~9x^>VdOSmVMmuTG+6mtL z+!u#8*$UslA1H6Jh~1LksB!Wk>+r&Dh!8IBBr;FB#PSuS`mv(DcR5s!ZZ{d;%UVg& zyc87{7k9IIK?B$F$cyP-VF>3vY1_vy)3(4IcWAEJuROEmmw)y`sB!KrIpUXLRq9uI z1-apU*VnY$Ulhha=j{Ag8QC=y4AVPt3NeI+-OR7PWrFI$x&acS1o$F?jiJOGmKqz} zug#Pk27XvbzXJ9ac6ez5aMZ}9HBHz>P{%!*68vGDKwod(`VaP10Kr-=+NlZFu#xxh zv}=)qT>bxLz5h>M=YQC@xC1z!tHOXgzwmDtnOT*FY7IWyJ|IZ)yk=smBlZj;q;$qN7A5ul^X=+9Z22S zd4_QPs97^U)Kq^x$uG?Gfuf_ZW9orxx1sfj6YhWiUc_IsA1>y;b0q{g@Q0=lmq~P8 zzG)8pfaWv@KASw=4><5gbU5;+Q7?Cwfb_}<_LXgRse5M+ZN#oR}_d)k@J%r(fZ$Wc7+bP88ay=9`kQ&OYfKv#a26S=ejYxEV zGnzI3#4ya|q`kqDdB+R{BK#M>s8|0FL033#k~$2NrlxgAM@4}WcMEZn-(m{U46znf zck(&Q_pL%s=tHg8yCA6LI9b5l1IF5d$hr=Dr1#OlV2XujkjFVdELSFpUGk6i8a?Hw znPhg8hWtmde$}ArT58++jiA8)3tswy3`540m03r>Nq&#J4#f1wtdNBX9p(T|l+ z{44Snzx91EZ-7;tWW`k~=OiOO%@I@#u2jpu3jyDpiH#8Atv+*tS=pd<4_({LEzTEcumxx&&fyF0$$xxF`(OV~zHbbV;r-bV;ZlxG-!x4d zmieaN%#W4W`lc55*U4XZk;9VcjYbU8ziaw!Az=wz^` z_;>8hX~*xyYX*h1tz)}_P{UgzVBTo~G0-}1WY$rw`zCT?IcYw z(X98A!ogpPh%x|@NK!fB-HD{J2D%_4q7}*XCvZTuA{A4Jy-|+;V4uA$ww1v76coe{lsRh} z0N&Z|c3^ma?ArVP@$+ZfotpFCglRk23jV1mas0pRi2W!Kg6PMrcmGR?q`3sq4@qy$A&6$QeEcEp)P7Wg zD22R?d6niD)+2cN@yiB-1fSrv>lB{TdJn7i5S3}{L8EVrB+RLDW|(==0%1X98-Yo0 zfLanrInlNb$WJ=q000uE*qOGnSGZM<#O+C5*6<+k`)_2dwT>+RUT?&ciR1fvgd-|WChjkrgrV!Zc1iDJf7E<;uKnG=&(Zfdfcx@yeq+J2E z&R^3EnS1YdjLWyGiJv2UXhi@B8<>L{Uy=-fuoqkuw7&rn)cAc{-TPT3=3i0Fk(BwU z|H(+0Qv5oyaqoy)c!Sne>NB>7>mIBzA@Q}4DAgiDfYRWA0rlK=K(9p56}={NVZp2{ zXjBH^mnRybc1@cE%R8656X{=#ILVB1gG4y_u<$*!a{QN{^VOrST1*ENOsT0Ix(sPiLLPIYn~ z?7hhh9ggx!T|>zuaaE)J4yW9qplJuZGrfOzkmqjffD}3NT zuG_TKCmFfJ^`+%qKHFXX92^3>bU3Wk9UnmqeIo%f1D*MxcMi7mHwf!j`g9WWNA9oyjr{`qW z`30IYSD2V9O#D%WiKrq@STzwfmVpN31L$W&>&*9m0=b~SfLx5ef?T?h%==hQ06A+4 zhw;(A@3N*4>oJ*Ah_MNP1_|pA<7BFR1iYpu)Eo3(0J~NQn1H@z=( z-^mpty~Ro697kVz)guOX&k=9j3ffKeW0JeBZ zg)P!2dGMpt$as{qxh+}yaR!!0);b+7ZxHP0CV{SWJS)LECyt`x6Q;RIvl7P@9pXf5 zGtz*Xuc1Aw-;rxQ_Z*YCoiKU!Xu-PJn}^#K>^OS)5Dqf#&P!}Lv+B=Xk7(_e(ojX) zS-r|mTCuM-1HEOf{WTqq1iPeMf{UV5t|!i#JYUZTeGCj%qRzat@6=ISj>G(ja~3Vb zTLb(?-KU!-^0HCIKR=_cgqGRn$Z+-XbZb9`cASJYf;lRlpQR~ z6s8_Ch_A?VsWp?5iq61G+2HUfRm?E4Oqu-%9#a}Wuzv*?<^i>F6Nl)sXQU_ucG|_A z6X2Q?;My?_+3xNm(77XCP>II^P;mb-rpz#M0hE`DgGYeps{y*VW?+YA>O=Q?*$r!&TTe5orkSVI85b1<1>nj&p33 z-@q>Ut>A|LBFJEM;K#i4$uxtuJd1X_3jqg`_xkY0ZC_Q3K=d7QG;W3J7;P&_OAcPU zSFy&rk@%`$op{6PLf5e)SSO&`$a9FXnbx;6>BWTSi%U+~?*h@0s?G`BioTEA@ox1@ zjaKWW96Golg>?ZP4>x@-*q-@9*;vpMtUvO_3;-B%c5%s!{*QX0C95NAv%ZMaUZW|R#P-y zTeaYC+Z*;LdpK>^S*%bZq;~19N$Kk|w3^<1Yg{zflyc-@6IogEw;i`$cK&?bKTjpH z1;v_=33JYQ5Q=o0*w#UaH?z_j&D0<c$?v9&*f! zQbMcpC)MTSPKPg+q#p&Uk9Duun|eSuAtsacvW=U0mAZ$xha%sN6Mz%O12bN8krt)vd2nUE5J?nal4Z@h!_P)s9a*Jpb<-&_S{*9b5yHL@_2dv1?xt6=ASOe9iXbO>qNFWu+z|!xa+d!og>*;9N zB5b}pwp{k&W!$sjaxFIp-a(EhTa_dFN@9U!D_KMux?$wN*xisxSm<~>pVv(NRmVnD zPCVOzagZGH=V>J{fO=f{Yx64e0@C@C$+aqgbdyA6Nj!Le;+Jmkj}8Uq1Tg-r0vOd@ z(<`9?lHNj~FN#F}tc)>h$4{c#sIQ{hGG7(YtUTfUL~wThAmAZr)@Ysr8aMtCtq`37 zR@$<$GIw}w8=zJV;;T@hpj2XSk~K#?_yegI|GkQ`kvTP~&6v40wv1T(B*i_dDgWlh z?8m~G%Ql-b1X?KebgxfiW?I*Ob>Ckw_)-G%h=WsWHvsX+YQzlX}>@$PMOu%?V3vA$=bK zpZg6B3PQeW zgKa~Gev;>4?Yd^QM1@7-1$VjgX!A|Dc-wc~@ExOQx{n3h0JXbpvWofHAdkn}4VvoT zNyKS54|kV&2pITH7z80$g3oU09NNVK~uIm`3O-!X+Io@7mJXu$?;~M^ln87<;$C zl2zdaMl0kA*VFsmA}eV%Ei&Aueoe$%m*OWEiJVV-Cee^DWGv>Gy|BMZOJuAYCE|>} zSe-7CR?1xN807KV)Ut)M zx}l70zukAkyVari3EQg<-02D9f6@H%ag6860KXbzNP^j1W{q3fHz3hqi$8|lIM1=L zR}*`Xr+5F+BbW>KULTIUwyjh%CX4APA(fRLC=YyZDalmGY9+IMKrDE%5V z{Bwg|`sYB)^=Te@&lB%TN-p=zV#JPmiNp(G*H7eO-wsBtK z<1?l&^>&{RH&8P-ndj!UN@v|V-w(?coCG1KL=gH|OHBRaX$NNr<^<-}k28UOa5m#`!b(kbu&y{Rc)Mc95_^}Ep>2iqA zJhpG^CXUaEes)WmpFQ#4N4HQJ8~w=3c5Gk8rFbVfvUYjYnfTZwLqD}8?#D$kqsr6~ ze3_1iX(wBWw-O6kNtep7IjQSNNtwmo{@1(bZ|iuvNHpLMPtagb2-1HD3`uG$zyQ?2 z5{b5pl^huwC)nTaJd3RHs;2~gei5$U^c>z)^MZ7HANoSPcm9cS6ET0}TaM=Rpiq}h z7gKaSZog>gtyh08cU`VOcH}sbYg}zgW>#t${$!(+=EcRLYK8KTX@(W2#rgV@$ zl-&Nd177>9&4(h9-_fDAgBGfU2dKdsvQVaX{1?rNSp@dKaQjc!*~!+dSz3%X-wr*6**p z?iw_S`F`Mfg0T89zeZ~g3H?W)w*Pyv?QhIb|E1{kY<%5Jdu;$kYna4zBeRHOHRQqY z5m~x2Pz4kT09XS#Sa&ju($BJMrT0ccKynp`=AZb8untIBEZeZHq`7zx@GQvQ7=z%KlHcQ@;Fxx;gsAU{SEWHzSo zUjrK=b7F3%X_@k@V9)W|H*r-mEn4U!X;`)vN=1R#%~3wbPM}3&rD(B|~2iTF-hYRbA0O z5S(@{R$aJ!Uemti2~K6$WpEK`*phn+kqXk{q4nu)#G}io2Wh+Z9ycqHJV)*VX~ZM9 zerttj?zo@zVP}rTf3b1~HW=POJ_pj+q!_d(mSVKoG5 zFPdeA>%=}mFC*1pp%lWW>Q#i+xXOGI*_1hj*l@k_h`OB#d4aKQF07tfLgRov65{ll zw}Kk;>2;$ETq!kFekEi4tzmer_(^G5qI9ceJJ%07SQ;CnE*` z5-y|$&E8JRa)d!D(}{a{tB{%yCnGFZbj-=gr6birK5_8T(Zi)I*$hX>1#Aq8>u$ z2Pg0zF*-SsG28xKs-Ee20u43%8wE@9U=?2jm%j)zACHZe^OQlsTd#-nv7csZc@z| z_%lQoi0+!T8ATzZ@`kMl6V|Ypjd&EVNIXWNA2IVudTtOn zag1@vGF$gUVl`@Qz2|vy3amxN-gn`rF=(sbFY7W43f!r$irHWpw@Oe0?%4$9{Vlt z5z&eMMzP&U{Tnf51jy+Bu$N@<6yhRwavcoNK*S@{p|Jh>Z?Xa*TtjtM@IGx1XaEo- z_P_YjL^KfH;YKron@OW@^vCpn*w6d+(!EChu2??e*;+&IADTEe8N?F#_3G8zY%ocm zzB~jow7Vy_CxV(%p$bh>CZhfH3*hfI#8D&* ziAzr_nD>Br5m}rSK=T9{-j#&0$|-~dxeVR06x?qkDu_wfy;b@33f50ZKjc@WpEPLX za-)C2EZO(uSv@Imo-|l9;0fs64$RcYFQ9mkYhs(F`<`sb32Qzsq4&y<$Tppz0pzi0 zem=<+P2KW^^R_Pa=L%nk^Xe(YCpEZk3h}wB#t_(zpHeGV(KCcDnhBI}AU%&|z$mzx z>0A6&sUDd__EfGk2haS{~{j3VfRENWPUyVV2+vHj37|! z_icxjJEst!b}TWfU2DR!@j*AmO(E*Xx@}O@AsL3}Bqr233*Db)3J(zAn&{7{W1Y5v z_7J+1p6InPx}r04&X)e`wsd;T=IrSoyA;gX(>Z(kH%`{CGOuPC(Epx2J)xa}^_E9- z67luFk?&wbK53-goP}%m+ZjP%nu!a-4CFdTsU~c z?5$MoK$WD>^nJkjj;|#390!K`1K^*uUHrux?EUtVUNq%)tu&~`K%4v2$=vf|!~34@ zSGXdlVDuchf8gTZXvK5?|3(RrZ{6Sjr0mCUW#7yJx8{Ibou}|wgvnb_1DX|-6wcfP z+Me*kQwZSaCy_+szWCEiX7)e2Jfk0pM6aWHWk>E5A_c?)oXr0;a4X9;33#!{34p&V zEwYiFwTbiiDU3)ZQbpe>Ukn)weOICff~?b5>M=}w1pujNL4F`(Y#|A2_5w8Eb5dT7 zl|h@l(XHXD_*QT|t4XR~u3i*~-r((^Msz{)kf&M~iLMDcZ)1!tK_E0dg-C|(gTI!g zk3Sm)j`)Qr@KH-ZE$-tKf&@aNfuX$56y*i0L~cF+*=n~BqkP`&YtXH$Q`%FYp0kPl zJUP&?w4u{6;KI+=FV_S=AQs2;Qa{u0_K0e+V>Oe{uuV*81tChacsnis4$yR^j)du9dca4p(3eKh9o&j<;heEg&*3D%qGU`3c!4jFuiKk5jva*;Fc$)P@0`fV;ki}`!j)8QG42yxB zLg1V=O~2xbZ?~f-`K8legH)qeL!>sKOXt0_9@A!V>6X)KUKfJp!g?AbjyeYClZN+> z66r%=B?;4i?~$%XTTAWFgxP6!=R^9&1uJXr9*~Ty&*ITgQ#f<8d{d8;BuIjLL{QMI zd1(O2?m~g6edEZY5-2o{9Tp^h0KJ))P{m>P43O@6^@}4B6LiTB(~}PTT2@Z*JA<>O(C{-rk~X7B^UNlNJNg|jJxK*^heH7|EKX^eb{mRms}I#2V@5!G z0lY!hljQ(B!*7xAWH^86{mJJfKAiwMN z>wQr%hTmI0?7t2lG(`I{e2QO(4=o7Pa;$)DTXdrH46OomV{1pS4`1i&}%x+XxG5QwvAIO@6C zCB{*d{vk6I$i9r5{k^_0{-wT9{I;ECDG_Z?6MwE} z*b{Te%FKWN$s5K5{n{yn8?+ykTQ`!h)Hmsi!Fl$m3G!t1nBmF%Lw!~)S1QkYylmwA zoFbirWs1@<%t>|n6v78Z!S`ZEI{Euy+1KhOCDPs4s*TV(hF_*F`EY!US82U!4F83t zNxRzldQ&t9_^2F*%P&P*T=Q8UH4w7T_(I%6|2HA?_5}n0oe(NNOC8TBVY*+Vp9H;k z&xf-t0d@y-$~@&-MdM`sJHuT@a?g1>wWI>CT_aP<$;&~BXld9KqJ@jhyo#rp;%A+oR^@Zj3T5+Z#1~@A4w-k={&&HUWJpPQwb>#mCR( zT3qwrf>O0o6}tBmfb*{+!0HUd5r++!AY*Xm08nBUsd}epPi8&}# zAx!c=n?g8EA%bxykT;qGYjuHTGq>QFXzY$bXKJNe@ztX%79Q!mEeg}NFX9?HN#6N29_I}KX+hK3R+#&N(W^x34 zZH5&D7S~b|FR8m2xG)QfVA*^2Wtg%2>p-!jDg|3ygr!}?dSOSpO{WkyyMWR*y7ig! zCa5Gh9Oit?G?(y#P6Yz4(}`Y4Ng3Ial#3L!O=^3IZyj*>yvgLM3C}tMyUTLBMSZo} z@AHl6I$wO0paiWhlyf+Bd1>0w*m}8!eB+gOx9pTC=YDZx zY{^N_@^o$1gI(fCFBJ)c0}kB&CHrrY72g)by`HxPYB?wbv#Sajv9lhfX}3v92&tO2*`c}%Xw0WDW9F=Xs8?$d)^qnooffj@+O2PRPT2Pv)W{GlhJb9&} z?|^`ue7T%a%f@_PwaR3HwW%&vd4*1!u#eNFDh6R8=JE8zw|8F@`@FJy5UqvYc$yl} ze_xXDnpk#-U;0?BnqR#M`7%IhyMff&-X_YYt{kSqvo*@~My; zl?;H68@V0HSb_y%z<5+a3sYu&W%`zs0G%MMp;HAFg`$BbcL|TYMYP1lmHX48xiC3S zMyf%XbrWAaoni;IIZtOUuJ``mitGO?o{mrsc6d9;AJhQHWK?dNFe3ovl^6pme>+Hg z)dM1-NkA}^O4OYUo&^zij|EfMgFIHQ&0>p4iC$RhN7mU`L7wXaFpJpS>tl2i()ppur6 zsX2J&I8I?awJXbC2lMjB}z1M3c6 zwz#|cTzf2|D&^zPQZ8oCyq-J{*q6(5x3%|3@V)|!R(df1vmrDGzzrjj4YUpOX*b%m z2u35%x2=rx^Zmq3%Xw^%0q)XLB&7uQSd6C31A};r=(|fMq!!z|Sh@0GdElA59akg` z;N^$JVOundY1XXwN=Y zZfY|T$pEk;*)c>@-$9sc0WDdmAffMeOlu196gh=}1jGBUjL1$QFfoSh6Qp4k;PiTU z(o8@-c|L*0W(o3qm~c};pJ?LqIx~I8rxw8-i!IsjOQy){6kM?rn1985#5G4z`ROCv zrE$yH?eCU85KnsVfOP|HPefZmN&jNKJaZlDB3vBnQBn+7)OFci}<17SwZMFeS1hrA9y3g_yL z3Of;mkZ9kpYPOpMZoa@vlZF`TiROU$QCVcV(2f$u=PwUq zGAsgaU)@WHY{J~go*tTvqMd?}P|u|b^iUkk3uU&`9Kb!f@CXDp1WL#q5EeCry4 z$COkrxO7y$+TfG(wY~Qn74g*x|9hR6{)A8{6)RTa;B{Le)r36O;PdmjR*B*$hVmKb ztm}l~okq)n+Y+-0KscTQ)OZ4JyiHS4+wBPy!PCe-Ch-u~c**jtgIa~Dd+=$}t>V2g zF-#wX)7I(iJ0OuJjCtuh8V8-zT{xVxxPe_j^y)cA>jEbq+ei&yy zp{~B;I;uaJG!A$P{xM+6o_+|8o=X@7+M)#7k#tna#2}czH&*CyM3$+m+bm9w58`g% zx|N?QkfX6(bwy1uTuK^NXJP;VKMXuu`okr(3x+1J*98zgyJ&;TU!M}b4mzIf{w$g1 z=dk(kmb`JU0_TttRS_SCG?c%XQo?!<^&U^?OBh+7^!fek`VVg#95vHC_=+oiGwy2~ zww(tZI|^lOH%E^ilSMM;K`>esb)XCjdL+(#?^O6lnVUf+F3iQRX?U221*n{#jWBfd zT`G<&p*fM(l_TH%tXCCv2K0Hdjhh4%mRK}jDXE#4 zL~4DMK%j35@`TyYQwUTD@#<3cRUbUKl!Mx8>{g+=1#lRAX+gT*lC#$ z3k;+6DmhWQqm@zN!$B{c4Q@EUwDJ@jQ|&+Qo)LEZj$VXHglUi>o9o|thWP| zP?jiEIWUE|M}V8aRQTo&qFdLMp?kKz1WA{pkdGtytQo_OnsGxw-?FH-LragxnJZpI zoC~=2#5n=~U%m&J^;CoQWw)QvIFD8C5^X~x$^BO*u_j3duexL&9Wm%Qk)Qcsm;Hq_ z()Sk&ZWBWYM2_Cd=rJnZ zO(^Qy%X*V`kFM4}_Udto7(lE6d6wBzXuY;l0q)IEi0uj+zjsa@ezWDeaqAu8ki zg7QUCnf0O)78tSB+qaf{a;SMX^I6lJ`49%B#OMTy-Afg*c?YGT73F0nJiCp69s170 zhT*RSZA+Zc^uj5`VG@eQ5j=<;LKgcJvRWr=LcjYhPTGtN82J1Z#9WxI#Tm86wwmU@ zH66!VlKM|ht$J}#Ug>@DK@poVy`5K$2HrE6c%?>CGb&gpkdZY)1U7J{WlXDRA!HC} zC#&nT$qnQ>Lfwd%9s?EJb(zZwjPNqxLfH0CAx=WQHNd?_JkY>OrJpICh?Z%s zn`i#{uFCQLG1;N-8$8q1@|#cL-sKx8jVJV0cOI%xj>T#u}_cKb!GatqSLYKSfZHi7zCai)#+y$Q`yd zHy$osa8;GnZ$rnZeYu6B+TVZvZnr8t@4R|tatiVGg`iRK_z5!1*6lDokYQKBxHwz) z5N24G*`{85`q$(Beiwm1&wWcy?%^7k@`b!70L4VAoBpz;naI6k>^B@Itlm?)~C+&89fBdC6VRJr}@1r_NW%}xIqd6$oM?X4z zyKTriFJf7Os6aqW|KMsd1n!~!pQRFPe;)D91Ll6_vp%82NAaJL@3(v>U-zktkAE^u zX?^Li$V{owJ#2N?C!P!iMk;(Vsc=+$JjBf{>7nnnwb^YbFnQ?c|^*P@;M_m638UfhX zjbV5rQ4N^1o2IY6edT{n-t7?y|0VKvpl&vyV2&;VTo$)#H@{^GztZdqM9`JIYwk84 zsDdjy@Pq;7uLBpW{GrwTUm$OXn}~P*@@=ipBsQeSe-aC|EZ=|Elh&1^KJur1rv@^G zH~uAG|Mny0|CWbu`iDVF+BX^B`r}Q(n3bTRJ$^SZ6vyVRaug>*jKw}s#|Z5J0YGAo zixA#txP0&GrrZXhF?Bn@hoNqKAMy<)4rJXKd=R}We{w#sw^m_1l@eg@CM!QP>V==g zj-Svs&3~oCT_qaeTcQ86+<#_iMM^j8ao)=md{CkVg%R-LEmOa+wj)@k5Xu-D zh}70T?P6&QbY;xoDdN>dzz&PtTK^r^3Ug}E#PdAath;c2c>`|J`=4_4FzkKmra?J@ zH7$UvmjQOhcT{KdD~;}o<8v+Z2=knkJ@GvMojpG9s~&(Jqxq9~?fKOj`ISKJT0%?$ z1@Q)<`(8M}a8g?TNeFtnd{t?Fhjuf8+Zcag5(i2INbD>;QND2=fI9JGguhzYHrp_d zFu8Iq@$=(9%-82xB=-z98LI%Q=fwliR|5~3Y*T| zuaxx%=gRBBEIV~$B1{0M_yts6wmkJ+^}*;)a`DB_#<-BN%kdC9rY>%s65I6J{jP+{YC4;tVi7BR#aj_z@|P_ zoP`y1KDuEpr*m2>IhVA6H2xi-s1;Vj>RQxFznsXdq@ELaGaflM=UegE`3p!1@RQVO z@ab0&Ho{4JY>SZZ&cxSboEk60YbR2`SK%nL;f$Jp0@-Z?s;iV^^=6#xk2nfG;ED^P zw~gos0Nj$_QN>N3U`QR4^Cx8G%<=-eM#hW)y(VAjlmIM|->K>oK7Z8nYIDy!;hr|Io;Qt((R(wzB_4}Vp1xvaJLCQ6gct5T+OO3vn7smv2t8VTWHB{NItq9#0Oe!)Lj2nI)olA&WpRo6 zxlp)5^$XF7#dY)c@>T$5VS@`Ng&+Zshom7fb_Tr9fFe=6xBB$m!5M8BkzDIhudN~T zfWh*0Y#gJIhy%&Xu~CSwkMYrH%VT3Eai3hW;wh|kSFTGX?}tD&za8W?pJwF9CW&qR zZXx^};G&V;34bi;MoeAdGx2$IZEe%yWq`=W#SVFv?I?v;oGl5FyZVy=`6S3eaq6XA zdpH0Pih2OJ&3k}p^ak9ukR#AtECQFb4W%IgZ-jXSyP`RWLQCKwJJHFqfd)IbzJMe? zs*d^iHp+EM1#cC&e#3F|AvRa`I#H`ULPT;26p3sm6%+1|x`_o$3d9irHkrq@8}{0h zcw%PhV2*>pSWst{d%ZW`_U~9T(z*^4A0wX<#HMF?6!Z($D^gm+a9U7o%ZtniCF#Pc z5r-MgV;n9Y9XV!&I17+Cy+C2WF+Grvn63u^pnk32<;i7=fR)XN6XH2(-GBKBH(~~G zco+cgqk9!IvBX2>6(oAbpIlz9%|MCfGFJiz7>hLf{A3c|fG(A? zMbvlKq@ph1T7&u~O7q>?v#d3pZ{O#01Dq&VfcGX+7edx2D!zbNfNJXoz{lL;1A-_h z?+-mLF3x@KW*-TRDyIN zz&zFBkt8Z$nwfz(&#%r+zc0W+Ie;_7DHqY5?F2A|0$`z;q}<0}wJ41P9G$RRW|{RH zq}Drvg1ep5Z*zaA8-P8AAu&Tly8W(sU?s5uukg*3y!)NEC-?c)JcBUnEuS*^cr{$HFhOU8S3Ct;$^VGH(2+cjZh4vAe_6)h{XeAllL`}*Vv zP5@DVm%D)WEq**Uk^ixdngGyzXts6UIFPW0uqB2W#kvj?i1=Xn&h1tMKM+3l+wKMq z`L~dGd(QgT>Ta5pIQie)9k`@OZ+gFdyn4I2e$tJWtf{~*9)jjVM5?n>1X=?uG70gc-=$kgJ);QZ zxbG$uMESvEf2ia8IwvSV|EnxgwgHsXP_TVC$*&cN9n z|J^hW&?3}b;sJFDu|F{LJG15QLpa44KD8yY2;JTN0xHn@^{Ex0A%90JzeHVu`1OPO ze{=r34-R0-f{itD)jqB2D;GCnG8^@)U>A9lxriKB%Zt?g{eQI{o_GC1$|`>&R<@0L?Gs0BX+wpSDAoKjR6gHJsm3cUDtL$*|zK`VBe$^0XQMG*i!Xh zRvf(KcL=7xWrj)eRxEg(w(EZ@U^w+HHN}3*i=fP~km;Nqtrl^{`qVL!&(4dtsjE{r z#y-t|oNeD^Kn!e;E8sl<<^CI0`Vw`&w@<=Q_g=Xv)40Zq>X|#UD$m%I;mr7V*dh`gJ+cgwT`{F|!)0n&H82Fl7`=!akq0w{7KC_q93 z{*RY`d*gqv&Y-@KfR>qxk9l2D}Uec4{kSto(vN_u6Q z%?0ur;uF+dgnjDv;5?9bqwKfp4xv@z1k6F|yJ9tpfLn5vu|z3)CsydgL~VP(L`Rez zuT$ZVr3e3D8Z~1o#98m)DHWbY(?_pt%le;aYhm(RW`(e{5Ux3db^9j^VENXKb+~m9j0y<|#TbCqaJbtoDHUXBges+_Z0-dX93PE%}1ej6|@?X)t4*@Kvaz zZudytGWYZcbQ^5;VV=eYa#?j*M?`6131v#yFm9NMztiJUoGYwLTjk5kfA zPC!{93ADWM&47Pf6ZF4vzJ~%bXj8z!fP0t^h4+AJn+oN@$kqA@J~^ScSslmhB5gYYg+N>oL96qsoq3m&}8 zBs|q%6~12P_2j=9~^J;ygN~Is)(ZsPZXesHexlhgLrIOUvJ=#`5;wjxz!uukt#R zu9Tc?`?iys$7AK}Z?+9$)3O-YTBW=2+;Gsr|^a(~#Q1l)1bvXc zhVNP>HWmFjDrg*+Z}2qbz(`RQWRG43!qw5IqC!yW-xk%Q6Tjhbs_>=uF@qui!g1P| zQ#ANJE7{U7xwNeR!KNtRz1JkLvS88t(6j2nZBb>FF}Y2bmuCH`sycIc(vpI-DwKuEt1^DDfZxC04w-8;x>znXxpait!dx{> z=T`jP4B;gmWlE4)M$KajVmgV}!Ci;TaTD4WPI-IvMZ^9XGJ|QSc-PU2hUsMc(LKJp zYe0SVAeGRJ8far`X=0GH?`6^I=c^~Qu4k^6e*vA+X%!0%;+qGVz8SVMUy`{rF?>zk z%Rw?c(*Bx)Ldw0<(~+Q*A5=09{GoQDQMg#FL?ePxpxBjp{6j3vOoR2zUX0rI4Mhgk zu3C_{r)dIAeYPS*>FSK4IHOhq5xF*!aP)YQF11wZw@*#WVF~Bg3!~vvsuJUU! z0tD$;>_2JtI+Yd{ei3UG>{MX?SZOq1aF#WeThqdc4I&ECI_YHoGi3Y^vTmT1#2>$3 z%PX35;%-J%+(i&;*=JzInA8e|*D=DvK2JoB8!(kbg*EUwQ3!%BWyhjb!Gdr%+=E=g zMQl-7-{{q|_Ck1-=MEf@TEW%B%oD>~TNI4f@Ue}kk??b6z1FEMz2nd&cVP$dv?s0f zLikGPvxx0BzJWP#F*JO3kaWsoyfZtaw;-#QoRbo#(bZjtUMt&m2Em)LS9WgpA&Ls6 z89~Y)O);miIbA|e9|ylTve^{%yZP`AHD`x!;>r+KVYxx&RLJ@Mc?3>tTjZW(>(QCf z%Xfc~H3t3ESN6exZ$hR0G=Tw-TR%Z}l zfjk4*k8Y;;pS}8&=d;ls7(g{$u?+ZA_OW8yFkO|#>^7&I!4*D+xvJIFRp=|QN(CJj zADi3rDWXf!)P!{eI04%}Yh?s}_Lm$JxT-O_TErDTn?~M z!qEsk?I>WOd_wk)rQ&vesw}mshi)Z2fzW*c4Vw%BHi$SV@M+Hv?j!m&C-L9>OSX}? zDuTf`O)BDAZ5YG0DhrQUo@9$#BxxTbu2fDOot5KX<-DOlZc-zT7aF7ULa@OiZ#{c* zi&y4!UijO|>9wzM)Br6F5bQ)cUL1GA|58F?RmbakH{oYsp>Z~n88WF(jBsX1h21IP z-DgDU)ek-+OQ#P6Kl5$i{2(_yE7Z@@2{|v?f^u@Qa3Ikw9Ueb+c5qi_L)F08ga1k_ zj!qh+g+Bw=uf)!Wow_Yusnp@BJ6f#kH-3I(be{P7F5|TSQ0Y)JxX3dO*{rN~*5*_B zV-c?|>ch<;v8~(EJGFlf9dy8Tdt7R?rg{A}`##=S+wYl<_%LQ9MStKTBRJHv^b&PD z9~bd)=0*=ef5!Bb>I6e74VeL4asF%IxP@`Vzy8sfue(8ko)BT%=?V45!Pwr~(MS*u zU`#nH?JA*}*BtBU`%g&=uReS)9{nNYjOxMToT~JQk$RybArN+|1lp9pP7NDv*R8CK zCqVKply6#;*dBevjz|;?zjE)|^@dyaJ8+_K|dxq2{zOECft9{)(4P|KS z8ymZzGB$U(#VHwW4e}cGiwSg5DDabs#wQ8yrahn0Y1 zYi8g)A&4IkT>1du{8m3|{hcA;-FOb96Lh>nOx;6f+ov&jpyxv~Fs31;>x^UL@4eXK zs$TaBn>crNw1L-eR4M!)ZgNr=KrD0Nf`lbqIQg;8B`-8cj-KK&Ccu}U#J0r-$Kr3d z7&LYqHb7e%8<9@GC$W;f4{Usx=~#CvId}5m7{9A($5FtW%L|SVaDWPt8l6ecXW6!6 zx=F=DgFrfV3!=O>PYX+@QF(3s`30IO3?~%4&ld0u%0n7+VT>lI1Vt4l>wvFv19@7* z050%V67+7BUs^0O%}Li&p1;03OlL>TjLEkO$LqkI z4Cu_e(6MyasD?gUR>+=7#cfgQ^S~n{RyfT3^wRQil1>f@IC?{c5G5xjd521MIeC@?2)rX~b5~2>BbDf0Szfz#KAY44H+mKj zr$I}$9MqU1&o-Y*PCD%bVI-V$&00>BWq~j1cDb-oZD72h3G1W*;p-yL z+j^R)ahly^?vDI(cDND!SO+0!#iHl$+9nL1Cymz~qP%xADy+5Rlrj@jfTWQR^8A3r zs%L@B(ihOB7yKpV(Jzxs>EyY=!#WJ00%*9sm_4(IaQlQe*b8Vd!O*yUwbAnySdRJ>nd|9o;1&*~a)bPWF!@vs?~JolGl{o!uvDI~ zEE?a|MIWV*$?%bp!ejvMgJ;L3_(RzpQ@9?zFR81Lb$g{GR`ig8x+(=R&bD*>Pf^*v z>xKBnv%xkyRTdWG1r0HedUfR4iBu(7r=>KR7RcS|Ku)A}p2AL|bD@3WzVXIdS#9v@ zC-6$~L&OUZFrFihGhH((*)OX>i97U0ECaK){D`UJ%c~~|XxKLL9)k7ZhfptZt`*5S zYrEKfuRY6yyN!NBlPE@lPa1ArJ^XSvQXt@i(wN=#6T#K_$Q#Ojd})tVdG+BU_-ji= zj!=$5>w6)@RJ%j@%*3^ukbTLza$G7_Kn)j=uJ4;?d44yWapbmf>+?IrAYQe3PM477 zpg?ZSt?)d;Rb1A?i=De%@$Ht-i)k|)6)umer$KirXOC+Ek$$}$uilHX7`sL$$Yj#^ zL~`ujQU^bg!!)zsyIaf2nXQKAFvr7V{0n(hAaJP8pTuxYG;3!9s2e+Imq!PmzdSqr zH1yL4_0Kk(V{fBo1vb+TDSp>93Je;D>tN(7o-lIYJmYf6@w#AxU0`w6OEo&pq8P4O z>hZ{69Zh<51f$pt&*$kKhJhG7RKYL%O@#oYj_6N$lYj`Oy7V<~vLxMU9}>YI=S*k( zra%3Dx#GyU;D>^!>3AV(R!BUv9&j)jL(}Y+*~(xKZzfcC)-0OPp|S)N%~Xm`J*ABTPRN4t2HIt z8NEXideMaCN+dE)e(h;;y#Bo4;E3e!R70kKU zQC}(3kt>B0bpevq)&x+(L6A_pwZ)a{J_jeiAC-6O(Qc(&TB`%`=GWpiOsAeTzxt;gg9I$i_>cGW{D`H3$QSweJ9E-PZ17V6^OdW zDIh=3Suc&Xihj9_U=2LBcP8w)(ZE`g!yG97{?+0&cbEomNjFIG67^Intx&=;I{aSF zTlY>0K5FjrPY^RT!3Ykfk#*9+nA@W-RHh2H)!SdZDm$VqtJsc$%ac zB%R+yf=pP9!nv{65@8#oADb#k_=m56Omt>Tld>6o7WH!fXd9C^MWIxB1`0WwN<*!v z(%6=K1h1eK7*qKePsK@5a;@r#>_wFY+B<6W^C>#5T2bcs}eB(TeA0fA8NS? zzJ)Z-DFCjf3uU{_@LD`4?(j^nxO$6ulsMOT>yF-`ad!RsHr&>6Bl4Aj?L+@(68Ni> z_U!_otoM?RG*zGVUmZ06$o!$%N*Dzzzgc>4S`Ywc#bl zLU^UPOOruN(|wug**8Kpt911`qfm11Wjo|TB|%cVfw*(5oLW~Tj9 zv~^teKp57pq^IX|RdQHm?NdgX8wv~x!d5w?{`36}-%vMhj*0?Hx8E4cyw zYUtN&WFVWCaI3EWpSRpajf|mN0GMoJRd!glhqasZK=%u-PAxCGH>VgrS-Fc2+W&dZ zj^sLJ!Xd0glLT+HlSW<7bQxao&h6?X|2Q`MWxxXlB#B>X1#huo zrbrY9UqCJP|GeE^g_{h*OLAV_nZ`qQIq~ zfX2@?lClH3tKi+9LR*Ag>isb1@W!?ya+`;UbyLXwkEHnB305*}VmQLqmCdp<$8x~4 zR%STr@j<8i=eEW|p;kVofTMsukQ3*F?o7tmo2=|!A)BADRQMnPPiI|X{Ny=Fnz#eWVDZkz#s*`GwY>2H}AMnKh=_y_yCaVZc>XpyxmA-+l zk6Sfqk<`Tyy4%QbNb#qb7hZ>UqqkZ6QzW@p*n?hEZ0?SulRc*?7suV8dOfPlW9Qfk zYA#uvf7o#NUW{D-$&BD25HIM}zj)>UDE{+T-+w%I_Sf9~HFy6h4Ip=x_3?oNR9}Jm zodGAC1HH@<@BPC`Ew*1ky?G!a+Yi794saG0Ob3)0u-?|ZvqsiBds*X{Zt#qkr!wco zbI1n>XXxHZKPWLc1Ata;4)six6f!nIX;)iRK2AWEGrOrX4fW&8HP@q7DQ4bd)c{4bGSUiN6nsR+2wHFE6SNKD5|Np~y!C&wDrzvUQMyG!4SoAqA ze1-_AuRB~fRCd{1)T_x&VlqknUD~b?%KGtWkgTh#_-p5snf)1VdzN(_se6XoLXn@X zaq-jlUz%lLy@PtsjOIzq%6rJZMr$!Q(yMO}((nYN|ZDe#9Y#8dLVU`gJv()13n?$u*rYBf}+w zIY|RhHx;2+(6BVFDnt1FEjdtt(~}xp;`9UgB<@u91&5Q#lEiY!bGr@5NP@;p7capT zYu4w?J_DP(fpPHeD5qgUu%wW+a(b`9T2u?afV7E^w-;B{mnM((y`C3Pxpul{+W)X_ zH}!zuk^7|*OrkR3uN_7sptU;|_Y%RDS%bB3MlAJoYZQr-a&YzY5gD1)w~kz%QAigU z=nXm%Y4~VK(`f>A%Qb39MRE#_V*MCfs1~N@luRjW7?U0}>$g3dJI_h+kTES!UMTFu zm{?J|fZVMES;%OhqRkr!TA`akp471noLB{^v_ubT9O4!gSumP2;i~{3w+p5R4mmY( z>ED|tUA;EZ${l$AbDcb9s0qq4NstAsjnwedmIx=wYuqENq^l|pbJrtU$*2Y?Qw4H4 zIpnAMP__mvmScPSg{YTfmMT{>jeTPb^4+@TRlz0;RwCU>s%G})gU@s0@$Uvd9T!+) zO&Uf5UVsQ7Jx$3JlXJPGsur%c7TEr3Si3l=9G#;N66rMCk>T7sCSG24W*x9#Zbx%?E`(jSG0ESzgY zK7jm#;CMqmjSK~BN0km>qcOf9#pSUGn=s=zvz~I6uI9#g_L?(lAKW8 zQ?)p~7kLIAG4|wJU8@OGn^;ETjtI7kJ}V+Sx^14eeyDW{^PVIKq+Et*0l<-)fEUMU z0AdH^82KR^m3@rr04O4N+uG{Alj4nGmpS;{0oUvDhSR>%WhM8eQ9tb{xFRDj4#6i(R-rH%@1)r1 z@oKnH@=nkDJCW^E4-MG-IBk*y6OLRx=0zV9el&QF$v={?h$&A+U@d00m?zd8y!?0G zRv(QKcyN5KVIIVP6hQ{fc%#9?)JiY>iq(;sP4hs|X;2#Vp9tvrVK2nL2^9LP-+v!m z^0b9FgnI6%rI4c5aQN5*!IbT zM5ppJ2Gg1Fdj&PF)6S;qRmKuZ8U^D~dsl=%$nDEWElDa4&384H0ERtsL z>${A}HC)8g$WCW*!$A2_G3ZijM7KoWsyZv#z7&*?G+K8&VZK=b5;pVjfrTid>_Zx+ zw@sUqFWoeDw<91FdLXdBw?n9f2-km+TfPhiH_ja;-2~EsQj2p!3JCI;mLVhi{w4FF zeWPNVM||4RWUcxr*@4(He`UBb8nDT^Bx)32S}r8Tyi79M>1lT?S`IXicy{j65!mQy zEsmK|6xx&k_=(eA76AO^3y3tL3cfjIZZS1t;NVa1F*>fiwoi@sR#3ecQfT6=35AyF@V&7EQkQL6u$1rQ*OeLj)xGg^q+cOTCUyF7Lg!`pRVFdE3yHGVOxqnO3~B0ZoO z{k|2N*jpEZ6d@*{=0ahv%RuZZTXHD>5;Y}uR;PSWg$b6&T}uCE_`P>{RgL<`%MdoA zK0F`K4}A`ax>FDNwA146fg=+l^&ycY5nx9>NvtdJt_x5jLC+L$xfbUT5_#!JmE(Y$ z_`WdtdL&^9`#Kuk6_Zpp_{wF2PCsC6E@DItVU1J-ub7Ww5MG`*aqq-kY8+QjeaI9UpL$kLrQn`cRCjK(RuTfzvT9n zB^nBoW;kUYoE!IIdaSjoxOe?&^RCO*{oObP3{&{(IIX3?tU=Qhjb(Ph+AANC2Sjt$5?0kXwqu|DuH|U&uFj9d809019YD zOYD;jmZ2G@5bUZ1K77w~-nAaOCl+`Z=y#4(O13W!L=LIr1N-=xT-gaH`vW_UJj-bs17gbiGL#w1)6*Lvq{*94ttDXQ;jNNJOWA44U-d-#w;8e{k99)714>$9U3 z>8KrHqAUT!U^nKHY zR4`m$B34Dhk=no{h2uDvZ6yEuhXQPEt(Ki;v9|zuJXK_R??CHoSk;nLW$aEsI)99u z1BbWL3g?bB^vaMdX6hXVCsjWx6GGK{dzwxZsr7`=D?8I1J8SuW7uo-j=>K1B{ye1H zADLS=?9eJQUC((|oaLG^#IB}9=A#-$F#7%+{&h&~j()&{YX&WhWMlC282!O$DKXRQ z_g~Ljlk#k-Deye;Dox$g-1rl)1YTFP^ve|63I8nJo!)#tHFgQkeP`!PVxv_L^o0u7 zP>m(Vu4N;&m|E?pXSj(N?$g%f7S>n|Cg0NJVzJwh5GfsnLm$098)`AK6F%_<2WxjZ>u2lI7^!xKluYS7yL2n5rI)pFD8)iCB{z&-OVPDb4~LT@Qq-xIp_aBlkRvi3Q^EG`(;Usft^b zH8j-Ic^-R1kZFl1D+OFQ)}nFnv3!WOMYHef*#$FxRlm0JB3`M-v5p`-!#~K*ZEWi* zkZ&r`84Q$5pZ&U9a*%TCjyb@E+0dwhF4B{Bs{*SlcyYvgTFlhf{9RpJq)8eBbS9PX zSb`nE)1O%X0ycA)n^DJKhTEHkQsMH=iu@zWEM>SCABnH`muO~aqOVzp&ptd;pT=0R%-w9o z-lJstQpb9RS7vm7q(4eGRr03I$q6I;-9zy0m!!c2hE%K+rl8+o+10z49H{DWa!}#{ zu;W7eSU%@!jc8gyRA;rx#+tS03IB+9!KoMGl%qi~l@itzT3mDh`!f+=Pi5o5$*c0? z*Pn*kL?Jx+M7Q46u@F;LIF?9?*yxwFdFpr0a$CffU9-~f8qG49`1DGtQhYboI>lWh z0MLN`J96-jl&dg!0`dW+K%zPwGJE76Vf``JJx3q6yBE*w4J|YWBH+##s}juejQ#+z zMyk|#+804>G+ODEwOs6M3~|wI;c^(p@DBENaYev z4{KWk!9!p<7aevSlkC|>bWeST7hdg@3m&NR zc4OL~7lVu=1&7X77qFPu^=?y)_}D6reaK9+73A@EgSrKNNCD*kJtwqn!QA4535UAz zy_WMgZyenkB}deEfc%gD(Tv%@?)#H4Xurt_{eN(tIRZ~&VuEMdjVrKxj~#L~D~E4g zD7M2F3?Rs_@jy$48nr(kK14P~!BpTc4{b+4qWzj#$)2N$)H;~epyKY*WlNQQo;`2u zJ&OHgFO|>5iRj&sA;Tlf=m1veK{)n~*zBg#$F-?y&WRL{WlQCs&<|v$Mt!f#EJVb% z^%VWvb*T8bBbp)_$N5A%w76Nk=xIrOAG)jz%$AAO>+!Y`5dwdv^cky zA8&>?vTqc%9+A?Mn;jXBT;F;jYS6RFKBQArR#a{n%vP$$6;4f zhU3el?9X0Z(@Zhf@wpvWT&Pno#z3V*SoV$tm>@=^77q5k5Q{eo}H3R4YA9@wvWD=cXw&zny)YNQD9P{bDI%aFjuYO zx^R_iJ3DSIiw}*^L2Ye<0f#)FTp}}@m2et^ zE;Ou;I>|K7fX1GFO;3tfMJ&#rINH;#B!He`7}rw?NnfnG-CNk|uXi(|cwX+fYTMUv zJ>{jLZ6|%Y^QZwYPNix^VZIrY<(#_WWL(qTn*}Q zC0IY4K)+M*kJ>%3ofvKM&{h|D(Aj zOMPvhWKzLuxNL44lg^`GCtY2kqb76aAqNi+&#kmx!kIJ&sl8E?@az%&zK`XlF*1aH z+Mz!W>GBtBCvE%h!Iso|+llaJ04gxmz7)Ydc$@AGx1fOZ~yy<_{ghQKcuU<7wuZ-0FaPj@fiKTI8N zdfEe1aGF*^+t$I(-V->MrIk>3z3u9L<&L!t(B!5bpqaYSd0QLTo4_3xY+dZW_9`X+%Xt3wDZdPVnFcZGYU*f$$PR!& zWWXQLmobn!h>C)eijsngijs<&nu>;&iI(=@L0VP@MtY_rtQ;IiSlQXRc#ng*xCMCF z+4;rz1x^TwoD|^%i=P%3K7CwRMEGkbWYpBuv^2CVw6rY3T_<2_xsIO@5*9gm zR$4|@PF_L%yoRQhwvO%Rk0?3X#YukwmZO3TVC-d0wEJ|p|`JpU~p)7WE4F!JNN1H{KDcA zc4KpEduJE7xBqoqWFYdNhXwrm^T2*HE@og{2Pi1WDX71Wi|l|8@RyvKg7WAYs>A0D zsjb~uj!6d7u&O;uFKRd_AaxnTcEi1gmR;~H`Z)IM(0&@(j}7eZ9~#;J4D9dY8U@jl zlK~%(oEZf9>MQ*X%B~2`$_5w7reMx{;8lNrH+Qzghpo(P@{nSUX!eVS5|^3?LJgKU zIi))ad6$?+c*=d&P~*l=8_Rz`RV}K)D1jd&sk5p|ca@KcUg^wB>ce3hM~+>Ut+=>4 zjvwOAgX=yv>KE!&;c=L4GLO=_IrMzT%v_du_Bk##;MHR@6;3R5l+qFO^1^BLwGJO}3RZ}XRylfV;;=m7 zD7sQ%YP>~d%Dt{g6BfZt(C>0n=rRgjstb(#WXyEL>tOKa^xV43lb50EetvDRcE5VexSDRpfLz z#f|UP_I1rMP!-J*B#XO43A)nj+0F|#2y4|Xz1!KzHpX+BU&C;P(ijsniw+P(JvAF` zeSDGvzRGKKhq26d8OjXj&Cu>~OcCmtes+;dz%%+7(de+&r)yIoDkpJF_U4w4ahbXm zDT?+zasCDAG=>i?F^q#{`u;LCLrawFhvCv?ZwGD;!G-)K!U&qa%#wf&+z-9fxyyGB-~_m$4Ec=F7U;gE*cL2*CBTuh_uZEb;CkZO!>21v2Q z`l|W6pZ!r`rqjdhQ$pchoOBklN_&UhyHj0EDwM$3BNv9esCu?J?79hh9K_G@xrgGw zu(7qax=_SP(CTkX8v=P0!86e=?N|Ghq|u^u4%@Z5oOTw^M`RkDSZ&o6$u{NNql63B zYLwP|v#{w$*;6=M$u9G9vS{&FZ=;Gi<)KXu%X?pClfYG!^NR=*i`I zC>rp>E1w8_)S_%)H4sYO7;Vu^z6xQHUR*z)3~XiLP&hbfNKOzBse|S-Dd%V5Jf?G% zj^}h7Z|XoGp%pJ)IbPm8-jst>e&}huK*#LmO$xU?+v4j3+)qqk;C5iw#jG0#)y9b2R2 zH-I>}kL+hqG{iyBUCKzMvo3@)d0rL;$F9%_$?whLW0WKEWF}8z8G~JBif{=JCmasT zMNTy(xW&i1DT#kXY_z4WGbZj0*og zGJG-|;%)nWxe)=iLP`*Ul+iieJ|JgJ+8PM!g!%=21A2Y1dfJZY8Q`|tEHs+d0>>3a z5wX3gqAL^w^X5~8L?}IC7>MnB0comR1@AnSid9gW2gALPii0^31b0m1eVfs<79<~f z#OtsJr$Qm;&#*MaTAtn1nvfut(Iz6Kt#w};$krvy&~P}lkyB_=FHbttI{ zj|aN-){O0V+lRkf<{q&%C|!~@HGO=z@%W?tfgaC-_ zE&NQ3>F_}(?uKBkd!=q15ke!!>O&u#kcq7_5H!gdy$;kH?(rd=87)>4@M0t!tI~10 zC$#eDu$h?MT8wVYkwptli4nblz%&;_!+@9cvz@W>t&_YCDg#uIA&ou=-1D_B^t!xj zGtA1D^~Dk_ZuIZubpaVw^gH)a`lz{&6gCIqT=|Z6d zww&7uQo!CC&#BPi267%&sehmGjE@KHbL$4E2|Eu^*q8}>yb*YF^i=D5%$9pyy`Bb8 zb$xj^C&DA`i9DyRvxnE{I~gC=TD)59??a%udt`2t-oF`pqZM0HC^N6< z=h@{rkbxZQC)w==KLb3(q*#>Cj%Cd1%!NI=7xmZqUbtBy@)!1RBe-g$9g_kw#$=*% zS(xstCBJ8IKeL8V*jCsqa3$#>!yqek2!OPXW-aymzb8(6ZNOYLU=!RrMU5xZiSM>} z6}?xjyzt74egGtq{xyGP-zwj(L3LI6vlKQl!K=x3a-H7sNDJgCj6Z;_634nWP4Yf{ zQZi()^Eovo`Y4&pCI2WB=tw=WE@Fzez`k#k`uTLs+H z&aPk_qbK@!PQsXjI>*rb$(5aL$TQ-!Z7idGBS-IR*hK8O1U6u80zYUF3Rlk3K?g{5 z_TFxnPS$Pc5flW`P!?@o-!055s^Kif>1l0z)KGcPt`vXr>8Q$rQt)$9~g z)aesI01BZsg~Fd|4g3Oyl#>FSn9ZhV&J;VM1E)BK?kk?QtFK5WhX_Qxb-I4-m#)+3mOiscon?9 z7m7{k0$gM|TI*8Kk$y{+4x7VKrHPX8qFi2*O=_C74H^|reUES`(>^OiJiF@kNBIen zz2y0c``N3GkWvyx&LFnxRHD;#t=yQypc{DAg2w$}9w7y`2ji7j@*jE$M0y=4+h3e& z^>sS|5AB>j&7E^eaflMH4(!nq55#SU9f1|BMY~O=RsPC<6H-H;j-KEEQ9Zs6qEGXs zt9PwY@L4~HS&KYJt@DOI^s-XuoWun1u?x&a@P4TuNf^mnn92JJZ=P%SjY~bFaq^P4 z8L0Bw%_z%#S;S`2i|_}kdWbU7{)UK<8ig#ab(}+|%2p+s>R4(@^r8A;7H$syoTtZ| zk6!+8^`c>M$e|99k5>!a0Fz7-=q)JRa!43zO1kiF^FpOEMVbdUfcTpIBrr9ahclhg zk4b-37(SzSwMKr%x^-A0f=;$Zk~pH(JwIAK3YsJF;yS0A_pgP{IEmkSUlXl$G4a0m zE#7my{o9ASBbPZ{YfMn7)G4 zrd5V{ZLdAe{9Dl;*0OkuC+x8*QF1$JjF(@h9&`l=2CB2EwE6{P8>`|T3SR}o7|3!< z5$rHPYIXEV*UIcb%uX3%w;N{iVHTJBRtN&woNFs-(c%K{@w&yrz+O!$TD6X-PzmGx z;9euy#7kGr^}T$~-m!QWIv1x&o0}O2l*7DZ-qpNLH`;l-R6YlL;x$Z9oJ-2R38-B- zI|qfQzAIsQXC;6oel&$LdpnG>x(J3hCX~1yW^R+c%m4*%BRkAipgN>=J|mGww4c)V(5Kk@btjdd^@}lv z)d*4co4U1nRwLIw-sY679HX7{ly}_z$0`P`Sc5Q61e-&&HF8+p_qH!t3n%05qwtdf z4ODL>ieP={5g}dwSPq;uvVHSr)X5m!Ive;$*(5sdec?BL(wAty(vdB+fSr7Pq5(`9!J?mIAWm<*Z!u zYG@=@3%X-*tg;`Q7(t+2bjEUhv|1$pWWc;w#KOT>!4&nhE1w>@1zMDL4YN8p@Y&ak zk#6zuhc6(%bGLI_vDdif;k=l{dIL03a?OB#v4W-DC1yj9O!56Co#EEl9LKF_3B%%n z*EeeWPNh|sK2z5^%fQRw&um0E{uTz%4@Ekuo$oxdcC*w=xvSPOZpV2K*-xin@;GOa zeP&9psJtWyq*M({ke(f;P1#tQY#Fq8{(h#S{Jx%!SRvabzc|=|x2~*k-I9|2DRoS3 z@}wYELf!VJRw8xH264Exe}1%NRfX4)@5KMd-ggE>k!EYR0Z~Ly6bS;2fPyrLB+0a> zfQW)fXmSfkmYicF3P{c%870S-oO8|@B;I6p7WgNoKxs7f%=pvoXo-zg6FPVz;<9VXuKWbl47(h2Wmjuq*>MqXQ5PHWy(** zMpAZPPK&i2+Y{Z5H%Mq&3>{eWuJYs%?1tvD>xOySRHyB3i=tVP*&@5DaCLNx`Ikpz zmt$WD`PPs+Jr+DAh39apU2^UhEBwUzUVr@B4A%@j08LC0!*FF&ac zwLmv{aYOd*%YD0kpv@7}80|rWcY<{lpm!#rH?+9*aeOOp{})Cd(KKSWxeB1sx5RCI1qVf#``vzwHT6Bkn z{oYUE9d@?wh3~N4`}5&D=LjxTpWr)x!L9xS@twcNdrtO$;`IF;7Irc=Cu4IW11B)Xt0}^CTxYer@9O~ zPGNAMX^%&kTu^#6P?^&y3)?)G*8^Y!+-?v*17d`E(`GQxiE@JFHp#eKa} zfdaW3oyuh~Z|vW(r)o(B)z3!K2XOfINGM*abKSmUd}Z=I;!8ND zAa&6FpvZf>kCk)luF;;%dPT!ZtM-gkUu75{)x>`1=%HORogGQ7E;oW;K11^j^3K*{ zXdmJ1mP|*5fPSmChBUa+kLN-$9Owirp-qh_9Y+M|c#JTX7;L|&Al}9D-b^=l>rqKc zcP6Oq4IW_ESU;D*gf0%C_z;bFn!tECRJM3G!64N+MM9oV@QueU8RL;>7Z`WF?6V~V z<^G;#g&m7RU>*d)x9eq`H2=0~8OVRzj*n@)t^@0u#0#w-`(93D^v^l|a(RU_QQAJc zI4e+R=toRAer+_9PBd^6xsPAAd z8vD3RMX;fLK_kPILp;}_Zd7iKhLQji{IT%&%@Dy~!BpY@^(6sIX zR%rs^v)a^B@=IYz0v*XIh7_EAq5MO!=dWAXvU2CAtZwvt%{bH!fIU_rM$=73$hA#a z03`HOhhI_Z@Jy#I^aw;L%CtWPd6U4}TvW{a5>2Q2_U# z9wD}( z_$4z=oc9A3ZS7$20?iS~^aw-`nzkieC#sCRUy%Q=Ab6aieTBlw= z&Pxf{o17QQ$_o8;r882VHu}6#(W{C!=DGqD{^LiWz0-1tzMJxdQ9s$9kV1uQZI!uz9|MMmK=dCV z1gF;FON&4saN0yfi5*a5k@VnY8J{g=%p9n+f{m`U*w$ReJnFTaWE(bXo_RHM&9nraTwW;8q3PHi-U z@i1Jd3f25|BKN6I>Q^Q>!yiA|sX3g5y4I(TUbbaNHI2#M>ScpoA6fV^kQ6xSxB)W; zaor|iNe3-AY!S}$Lk{D4uf{0zrHAM3H^mTY>rr34E>Ka$MY8W8u$^v$A+37=Jh6%N z5vVNV2;}*V_MR10lf+LwPb6dASV8oG;hy@2b5A67xet>nJ}x#%#Uv+1g%Ren_^$W{ z(iNf6VtxUkm8AJ4?|?lrW2eW941ZY2;#o=^nbj-UAnb1nY47R|B~Y_1s(N&LmI&jl zJBM_~aJrALzD1hVxoQ@?yqW9db=EI$82hWS7|$6vH>MiA!HNpQ6a$^L+FNX}mxafH zQVG}5cYWDD+$sQigTLHkoFLJbfb?2|Ts}mvF!&KTN z)Kv3ho{kyVuO$p0a4F{TnsKHLdcPYb-Xc0Kyi;oy@BkUi3%n(pRxSWaoFoecH(eeDeZ}|Eu{DGzTM6hGA9K(w_d#cRPg_qKd zaca2D4;oI9or5~?(Vd>HB4MAmy%5XcUi}Wf(XWrLk=7gkY6=gICi5!M^+fHh+YgSX zhY-fO30h1*s+rE>8E4!!nyJU;tf$0d5!hm1lwM2lv=xb60B3Kn#7)eE9pH;~Hxt~H zynTJ>nluj7DS}1#K$!12$UKzDfuGIxQJxE|&sNSNRzZ={a?)>lTos>k?+Pd-e79o0 zMzXJKVz+#6yeB=Uz^vs|tdxIC#LCT8Co@DS!)$V7{@E=;K>XJ_p?HWnYJjNg@Dkyq zX4y4aS0#SMQdG9{c1cm7f!^!)5IGS*V7t0J$jEkTKtSbDIH~ps|5{*rK^%F?ZM8@s zrQs=a!HuEUR~F9mEhZuZ0aoDfL)A#eF1dz0NdrUIe%U>@x^4CSg{7X+$_zqCH&(~cea@H{rXAvq26NmqqpF-e+_CA-T z=}vXhI_vyA0+0Wjx%uwFukgNpk-qpV&pk6y*58K_69<~5SsxsM9WH^ zI1m^aT_C-kr2A^wCU?e0gn%_a+_qXRvS)i41k~or#VfFgMbnEaaA?&gSO;aXWMDT9 zw8GZuPVLkqjngkq8aUKdi-U&e)_INKF=;K~es(>9CJuI|u!8xrB8?tUAP!j2Y-`O3 zJhrII@Og82FC?N=jj!^;`v*Mq$*1qdV$G6GMH;#7^s|-RCXN(gU{LcsrJ;rc0xgIW zuCF>2+pUAgmWxmZ(ra-oGf`Kw1kZMGGG~!R-Ic2?rP43@f+sjq$K^8 z%N1m>A&dW6CQyB2NQWHcB}_+9)H+SCTE`oGq>AWb7)*AA88^`jt_2VCQ0rDLZ4B4A z0Ge8cHahS>KKuZk(p={_v;t~zehS^+FO@m;vgJyfv!_|Vx+s4?E`cW3H&xFjQ>!x_$h-QDlPS!z_#Ag+u%a2G$g&E-J%#wPy+KiS-A|8&)6O7=fU)$5sg&XbM+d zmh|t^5bHXL-<3Q9ol)dig!7;+4x_dZ7g1un)g#x63Y{2oi+fGVKE_?dYUFq!Wb!WD zyLUNZ8G9XH`%d>M85ulo5X&kSVnDorxEfk~F3;}o5|ckYM9wl-=~ zahzHcIGk#8!okA>VS60{jdl_0aH0i%29$@KyD;%+%D zE&Jw9ntFnz?oLXPcTMh2pZxPyBu!^pH+={3ih#PtC7*{O=fn?gmnNX7$FNXFV^7$u zG`wu~UhAebsI}GxIuI*vX45CndQ5VX)R=&?X)9__-r5F^r}bqyO| zz1|Z%;oYX(t_Q6^$K_EsFz;9KfIdpOV9afAluRVx<$U6)Dnl{40A1ve;kM9q(TTb$ zcgt*`>AB3TRBoR5T`pQzbTgiVSXf{=MfE{10I`Ehsda4_ixCLZ@XbwvBly}(2R_4n>inUWZ)&jxvm&e1P-sxSGT~ZVqhsrd-m`<#<=iB z)_|^IZyCxKebR8+ezLtzZ~JWD8eZl78CbcZ+y514aq_v_zo~`gas1scImjylYK0J6 zaicB}I%ON$nS425__OBARPDRkMWnmIhH{na1-@zmL%V=X*Dg}rid;06QHXYlU!62q zOVu50Sk+(|s#iL&#(%{lZM~JGqIO9=h1XVy+l=q4R@r4B%PMi~dss|={~O23g8ID{ z*va{B|K0|7-z?$8^z@rKPI39ZYM$2qQtS~rqt9NZ+BP|IexR^VXop=)Tp%KSk5O-$ z1)B*E!=uwfIklyF=DZlhSlH}(QrOMPuC!Pc-r#E=++ysALSvb1Nhk;0B!)a*rWA^)5qzCSuND>2kYn9azrl0>>8+a6dwob&qq*z2uy1*LWR zy249r&i0-hFQCKQ`@I?^$RX!O{6z!_hpbe7x%9}3-zwBUJ?})oPXzp5O%^%%nJl~ziV>Oum5o~b1v@M$)v2Wq z;ge##oz~aQ_=HBq@>qsAXjh^a>IU-36{PaJXNH*viJ>%VK#M)s-Q?Y1No7U0zPrjo zXooEd$7tkBFLKGA6-&!-#S|V!D&Pf}lKs2o{F}_5$oh$_|1()v?E8Rzz_=^_^$Y8k z753vDiX%{CdIXo0xoe<&MjVCqRg{aeDCkx0%@uFu2`I8G$FQ@0qrUTL&9Il8Yr}0H zzv>_w{|4HUTh`r)wSJkrxI$FY(-wKJ08?D@k1{k*2q7m#kH7cW{bPUe-^s9mlO7TObjr(-A|V zjl0fY60u{>v`piMSnt5FH*^SEch4sSlDzO^B>CH{Ig#cQY5qB|rE2|dCL5~w<9QA- zAa?P}I%;0}JXfid;8WiOqC0P3>p}%P(z>Dmh3*M8-Xsb;dKV*I^D={>=A&Qrlz(^V z)9v|}Qj@Q3m#sIDcQpVDPe=7fn0eOXK!|7Rg8C6i(Md}N@sk~xtK@`cS0{$d?y`g+ z;kmc}W{>u#-tEcuweNxw{I+op)lRG4DFTVJk#KbzAAsei$Ec(rq zHu?CY0wu?ZReJh62Cz$fp{&xtb_KHO-oP!kBE{etA~V;5l;&76hctdm;fORne~ zf!uPubD!zy4IYxRZeBs_VNMt9Z>@E65wYd*J~M|5KsCvOCjeb-7HRnhP#J%TXL@R$ zAAAJzxfOh9O!!F-^S5o~TjH)!;-V;{Edjx6QluvYseeY0`VaZc#GbJS(?*h+_vYE; zt_S`wTs#RQosh005-&%Bhnu!hTbh8zvg*#{?JV}o&@?G*lcq}E!eYDJXg zwWNMcLfLo1=?63MjuD0Um*(Bc@joDUK$13u(rG%-vGyHQ!ObnisNgv!LX3Y zO>p%{l*{J6Om%@yZ@gl!@kzNy8%VU1pVQ;iJm_O-U8kA8-g-KyrGa*+Iu}y*EJ9hHL zs10N5o|2dQ&mZoHx^lMRlnpCaCc}^qgR?vfqj=nq%L!(gUjdmOn)x|F`=gJY2=<9! z(}B`CYUQKCn7*nQ_~NNk7ny@y_U4uFN)kQqS4bh%K3pe%wDp1YU)Im}u|jOS))6(ML~$th6fKG~nZ-)3|Jv_Y@1hD57O#f;w!CBB6sKIn4%Ph?0D5rY$Zr;(X zCM%o^G}$Wa<@3vF zZ%GI=uAIRNPonW1{EQlX*bCK!5@-#yIk77&u3l1pqMDyoXeglKDB)1)*W{Oa?Xnbx z60F=Ion7?RjPZWweovmlP_@6%NOJj=ebNo^fXM`IB;lH$mNn~>k(+&|^4_YPEjEe@ z3|EV&(kmo}qm!Xo9)dUD~92+4)mVunjuKEenxUd0pxamx-}I0Q2Yr1!9*G%>}~KyqM>oy0i)-nDG; z{q=W8Ai*?{F02|uo$D=o_@&rW(6&BI)`3ue{K|drghnXNfoduHVIrD23H4~gDZwi{ zacE$;33o!TKvw_r!2P`FS8i3bQDL19{Ea~Cj)Y~E0@Te3RvxO4j|pm`Okh%fOJ9cb1#*tKO1&Mp?LAL=gZfFQ1@o(VbLTWdwt+$C9=O2P)y3WZ|< zK@X{gNG2UC%J8-aVV;=YYH!B@FP@>nSqugTv8x0;#6p=#9_ImA$dVtfmsMTznMcqX%)=V31na7-C9`8Kf$-%EIC3Kfkpgz}ja10I2TfC?)sGZf4 zJ+A5l5wAu=%a(Mi~4G>@E%45K1{cExS&7dz$aPWB{&X$w|{Ma%5i{^N7!jauFQeq zLDUgQ+A^Vnk!p1!p@va%!s5dxgQY={;MDhUpkM-1R^! z#G>!4rRWDuNCm$%n|@(8Ewdv?p@zR})J8apDyoSjMO|6j6z%%#l;B5K90sAe`MSWU z>B%hd3)$%~as>zL7ud-ia1KRV)AgO;xC*2$;!=Fx+Lj0F{aqO;T2Q#xsY$GWGrsTY zkp^qn9&AW*ON~K=_GyjWVEXm^s>;b#YOiYh$Crf!uAS=mf#~H4it;lkO2hP%n^x+2 zi4Ixd2ax7%p1QKqpb0S!Z~(&8oUjws_hOJ#w$|zm@5ikrC~{oU$y)ZQV#chUIMF?1 z3zJ4J{38&j`)XBji~@DvgSw}Db3J&n4Gl3Mx(!4p&(H1zElL$^mJUx%8mZ(N1dR?a zMsA&&0sr#_=A5koD((n$QCPBz2@0geXJTqD3T7=U+aI=s&#F#tBc(cyKss$p%eNbw zFqhj{m)dD~jzBrgMLKW8t$0nN@zZp2<5aYhWn0vf6dsvrvjq5&_;7P>QLgE-mKOqR z+bw1MPWI6(yWoR|!SY?uNhQ(f6{Ir zRMwHHdoB`dx7pn38E26zc6voM<_wNy>X`$%xzYZjI%jtLyyZ6ko%b7g)>a=|`F89H zD-@C5Wm-od0(n+>prH*)qaOpSvWo{awdtkfR-joQWi|Y9tKov zv1MMzON$w@3wx21H;Ow*n43GseUEZ`h3-rylKC*sG{nr?afI4y27}%*h`vq8Lr;+daUBp zD0H5``UQ4#)R(0%|2Mnu#~xxJBJbWR847GJDqTp##jKJ zz((x*FI0DA?HaC4UK%AK!3ruly}FapUi-04bG+sG_NACBq71s1fg(AaG?SP!Z8;#T z-Q~n}jv8`i$wSroE7)8|p!lxK(6&Tmrm3_qn=V%PjC7s{*X{r-oYIzljnvRel5H&h^dnI-${GBsbEz8nr?;XOA7SVWl zJF;ufhtq@YCXoahdKT5V>TV+U=%RsLS?7aQ0}|Z(HfDj^%ri`Z z(sK`X3U^9vC>$JTr*cjEnl{ARZZ6z}RZM*b}z5q3%9FCC@@?Aoz!ncZ9?$6)!9PA0W`cmS-Wjn7yj2%!6 zrxXjU2CPw0mWb82k{u7uyCr^-c$hc`D!=AO^~8xr+KlfJ?mMy14)@yLq1iMyylNahCJ!(zM!ddbb;Cf&^v8SU{-R1m~Mr{>Ntr4_Q6^Pq*_ zjqVhUpfApogJHZ|2dRIgzeh&4O|_%T0_X7`WR{vO`a zKTDK3`RwOV&L4e@aAx3eb#PlG4x9O126Pxa6;)dVCm1<&7YPiQ5P_OUNp@r8klg8L za=w{1T9%X?_66XUEh1kWBg^T(;hgVcL7f=+f3j+5QZUK1ob0TIUFw&0Yo8!9Rd9J3tNp`JcmK@CjYf{e z5$;>Cn>G_OTnZ4wvgO9VRD18#=0NCoMdweNAX_kNW0;)Sxz>xJPZ}d{N62wj4CM)4 zlMxy}hAQTpnmMk2SauJm>^!)v`*ZXd7m6-hFoicZLR9MbxyveF&6!m-ice zNUhMIGCHkyw>=IjiJQxChJ56T!SGZY*M<6;*Wrqa=HTmg3{L%c-Uwgej1CR8LSH>r85^3R=b)Xk#5>rJ-3BD?* zt7+sL4KUZuSfW!-@78c+O(`TRAoH3>LykZ=Bg8uX^J+oy_XGL!ws^E>-9}h8>wTj! zw6CyKl~M7HWNG;}F572xFq&wHYpAxS-Ddp;G$lOLt8o0C8!DoWKVF?9me4b0l>k08 zB{VUNueFasjJwsEYm*gaXnrfs8~eFX?R?df7-ut0i4lEZfs^+6pUGm!-606FwhuOD zVq3J@Y>K8`9Nlh_Pd6yv(8eBzh^n-lNMKeH030 zLiX`n9ydJor}uMw?Zvjz-Zu=Hwh*NR*-Bt1Z=hc4rE3+5(@aWUbs?L@U za?)!&pMP#QD`GRz6vC40O9MHa*$YEsFUrDT7DNVxGnzn)lWa?{i;kn)f)m}Nabc{d z+w|x+z_7K~|8(qrx;?n&)aIK?e|4id4!M?&_>K0Cnj*t z8t8DN@g+a(;DfB4QH_;FUz)|Mm||}TYoxDBGw_DC@M(Vfo{ro0@tS`~3mZL+qI69! z=D9lmE%N8DMo_tD8~ZCaqE?}eWs~TXCojV>*VJB?aKmqK>m=AD_4jKobDZ})9GWh> z*<#pNxbn%ur|V-o&~yk+hu-g1GJAxDUK&dZVN606FCuLfV<77K;s?gz_KpPy%kulX zR5mVO5pV6K(Jt`X#119HnDcMEa6X3S@ZSd3HJw-gv$#q8GMY^|S4y0JAmsW+q=|B) zZM^)DS=mep@m8Oeyr+QgybnGSdk<&2rgm%f>q^sXlgw~yvKt+eVfW!lZuYNgqKeBz zB0jBE%iOCeh2}m2Jsn$2S|93<>;>5`1XC}TV}uHHwhc3K*k>$>_cmp8zX0G~rx6fu zIku?g_sRFT_TM1*|Nj5yeve%*)-QbE4&pqWVPN|l$fCK(4)i$4=-LE~$oxu4ltlPK zWoYrRXQS7|#0}F?-XzlfEY*DX(Q9yV-*Zhsf2h~$Wvm!NSGLS&(=)zPh*d6{KB;@g zh^rY@k}Qs$IJ3HT6Dd!O8GTo7^sOLgtPUZkcdMu`Y&3uHCxrm>mRXD|L6Wb#3%sW_UB)T_D>%PVLp{CF6sfON=|-1KdE6GbpWe@pS?nP94-~#+ z)%%%gf-Aty2*8s3RvOcnCHxhVR_&?tO#y}nXOh_Klu@~`#{LHx-m4-F=t2Z{d2wlB z30Gmn)T$$33qGB9#xs~`A5Z$&1vHc#8bP^;=hPGIwL+bl!nWsSiAo`b!4O^22W2Br zR)mvD08Hv$_T-GARGoBW>&W{&4%T7*gAiqzBamK}cS4+?AYpr8F6W?u46wr8`#pXY zABS+*GO2WGLW&UUHW_JwEI)2obH~or=9erOazvT|;O+5dY3=I}%qEan0rOfe^f>G0 z|Fz=zcdRo~y|*^lQVLF0$cBLxjbs+D))MSl)3}F|ki)jywo(!(v}4uf6|<+AsNVwq z-5~$#pNjZ#-2UUH9evL9c3SAnjH&n6Nb&LB(C2gS2i%GnIuuKG-BlIS0xsReprh!} z0DwqeUeddLvDuZD&ILuiCyc`6bl}oVm%5NYv!m0>0g%g=jZILk{QqiD`POD)B}Lr; zXy5|4W&%K|I0+@g%7;7)R@onC%+o0pLIJ-sP^=`}8( zFL1P3T;O|{5B>=4EL<2XzQGinmV5+id(sa@Zl&)Or^@GuOO7;6w+P;?02VvufnQ_8 z{$KtMVUy*GqQZdS;Vjc0E<%1m*LA%*EQgpHGbM*^01TqJ%9L(l3T~Ott;T@iF1vR6 zm>cf@-cBPSY#EhKGrrUUJs-zj5PjK);Oy31zo-6c)bI$jgv&I8h}VrOS!X}2eJrR4 zxM3##d!cjAq_KsvQ%Rn2;%SF?6EiaxrACeDAD5uB-StcQ$F5$?{!K4V|lvI`Qk5rX&#>(|0{D8(q=118@bJ!@TaX`kr#j z$AW39Hh(>3=-HNWgZ(;^S{~5KY&(v}Tr2c`-RDjr)lUge!O3N?Ti!Jg-{Ft_=z9A z24E0&dh|0uw{=(lkqQn{xF)*NNscIh;J1Sp6&cO>&)N%Il&Gjz842ZM`b zgaKFq7GMLIlgE}j^2hKZ{`vD`G3w=N?IvJ8emR6RFLo3^8#IMvEkxVDhK2XVIVw+T zx`&jF+?oPxZF364?~By@4m9xRQKa8Tt!;>RJIlo8N{Y8+2*Eq3x&Pv|f=fPP2Y}hz zP|}s*32QOjfuF=D%{dlsq!igm4V$n$E?Xwk$hR3KSRmrMk~x?Vs}=!tOX0P{h9j-uOJj#l2*-Ql{oqOJ}37cQ!px1+a zJjX(ncmAksP8|)l$ymbHiQVc@yWGe6`ruA};n{EVO45d3X87f>oiIQ%ncPaZcUyEO z4YyVtOY%yQOe?uS8>!$j%Ii(NUvyQXL(m|jet26&@Y)~N%;Xo_4WzAN<+6W8>dTG(&r>*}@S3qy^?n9PWvUPeFkN00@FT5w;V<32~A`b6;OIyHV6> z-^BxZy)DONtY_7?uy>k^uAf>V$NyX>pr9k-yAHA|e z^CM9Ib0g`6aj3H;m&^LMdMlkq$K5QTaEcvK7|@b=4%l?OpF9B;2cghzP0;%En{g}e zzmkUUx=qVIQ7X`};I$KzCf3qXUL0^5c_gO#2+eF8v$?q6D>vn59ZHw}p+-=iZZdqD z!-@yc&{9u+l-2gHt}7GejF{rn#H<6g#GY#adu3BR|FtJ5{&t^K0z>m{GOz=a;pW!( z4;Ho`E$sj5`q(^^Z-MGD^@znU7@>T(6+<%g=*N3hA zc4E8r9oN=tC~6G}MM`3$p&{clklj&$XZdexxcyIoRG_caf86H-YYweNM41_fkn4HH z*9&^H4!?fHL?h%I^VX*4^qgTSV96q2v}^eT{zyda&v>oob(WR(^uqvfz1wE!R*MnG z+-|hlhAie0`;6KAtEl`oB35{@_&4V967SgOKcE%(fBH4jy~~>-#LTzedpCQpr5hJU zol4g%F%T5k^T!Z6-y8_zHq_akFb7SV;G|xNG1)&T9JJmf(b~5ykLR5@^|VC=k*p(wQ!{pis#U zCMWUVB*6rBIGHDU@tPV4hT8!?M8?>02QU5%_lNg*ll+C5D$yoVMi9p>CYl(@)SL9#?5u4lsBBgyXX$^M2fVDfGGha^q&0v(ijlBP7)WlTp1**T^LP= zrs?(Y=`cY>iac=ruU_UWuTP2H(+CN)+>{Kk^=1JUwm$*o_Rrvl46d0fYvg+#fp|Nj z_7U={DL!j7azQJq+*l9n3uyOn78e_9in{aEMw%v@1o;8r?1aqvuV?Y)^ORd`5)UY( zO|Cdj$a>2TA*YNadXa87H`tqexViA4SAZ0b3{o@_j?`<5{E_|KsDj`KZ| zk2;QTY`wcl)^yXL+~^Quouu{UFiIrbJKy8#HgD7{Ot&WGu6C{+`}qw?4_ik!y402v zWA0xUmBizzd$C-Y6OLc%bYUNeLds7s7Olrp=zGuLWjwjD#*2_pyk-4WPC0ag7uS|c z7kUp+&e4-6M%(Xz`+_>b*-BOT=q)qx=84Z~Q5OVeb&bf3E^9)Auona$Pd8m}io>%? z+~ot|;^GAW;d7Vn<2*5s)4dVqaPs#g3{?$JQra2SEh@v6vy?Sc2M>d#3qRn3ro2B* zA-Gp7L@gs_H1VAgRDnQ6qglUSGFeWJ|7&xWu+NeJKWJghD^>`90TE}+K4*VD?||Rc zAgY9t1zeXf?>1f2*u6Zo+%(=If9R5`JlU9(}Do#XQd+(sV&2POpYV*WX9ee(JLjL)fN)I^_M zED=4IXKo&lqqkkRsHkr3obZN;ZEv{^_7FQ`dA~2%N1%e3I+1;TY}V3vhxb`+6rG%b_L3uhq{O7(~yaA^e4-rw7n^9B;TMZecV5QtE8O zxt6u;!#L@yser<+<@Y(x^Yl308>AI2uD$bI_0>57_y}^cZ@b0%mWe$__9laBfyCy+ zuLir~M<6&j!gO4->E&=MgB`#1^PTRAM4+Co_}Sz5K*#-_AYE(<;u+dOYge2v1|5Mc zH*}rWrV|F)EiZd~1~X%TW|~O1E$hwotO4w_pstQ?`?rApxUg`dKmIx0`XBVnBP;zp z8GixVVc(}w2G*f&+JjQJ{be)*nr=LT)KON&5UQ-)2`rn0K(iK9&4@*65o3?u0VQ`z zl1*mad^g#(3r!5aStTi~C%(V*e2Vwpd#sdk( zovZ^5-`gD_REHBl6`5y!k$tI=LYJ)K^VD}PiD^Bk)HFsES|eP>m7Ve8y>K^J>E)B% z+hYLjVl;iCUH%u^#gqa!b94KuVbzqwYecanI3DqIcCo{jLw$$w_AM3H*N2mb;s#BG zEpAB-7cF@1v6aM0jWkKV1lS04yOsaf9mU`J`~}Dxa#p#%!_j-6coYu1FxY#2qR%2} zA}>(+sFOeSUDBCv^Lr{Jos|5=P&1%IQhBf>Zm4&|Ztg3xuN@5^v@NacmiJ>NzBG$$mbIIs#jvdTURmC+TiQ3uH*&p;C!FaOHHqpyw31B@ z-^}c%*f|%R6=zWdESLpe?VnFLkH45?_bD;_i?55b zgGR)Qs3zxEl~s%`4z|&-c!=Bp%os>lrPPc!WX{sci9%#EEow&io5y+VQ#g;q3?npn znx%Vy((B_?+q}|m6Pl!y;F!vr0xR~h-9RTT#h}GE2m^H@TQ7x;Cm!gy@o`5`(F1)R zPf5Kx_4Q@Pw=~G#vQ(d(^OM!q2y_3-AcIAR7kJ8l@hc$hvhJ6=u0_dpKit3+Kq1nQ8?h@Za1b$Keu=@;Djw#@+N4u zy$codAg|#1=A!j$lSto^&T~*_T^W+kk<2s%G#QZ|9>m~kn8yI7ZGdWket2QuBbak~ z;=F5=I%T*$`|QBB_XmDlROay3;!bGgR<%)%!JPX0+wBoAtFvLAgXwjyDk#mYKujpixy zM{06e8~<{&xQc?94)cr+S@-WC}5+or;3|4Kyl;gqkk&$217UrI_n;JFVWsC>Z12fjO_fBUsKzJg2DbonI(%ap< z1}Qqhp`!J?&`-&UufF2SKL|rD$VNi@m4|wzb&_>vP}X?aX*Sdgp%9=LhX#igFHusq zNAu{wr6wQ}-o&}slcO+~-Ewzhe{AB0ma^tP9Su;`E>S#^{;_nz(#&{%i=<3f_QxP4 z8BAy6ea=fpEVUPQ8e&9yOb_L+-Ve6ZwYkj6WI$hkYX6-w_F7%l#dTqs9`y4`qM!w= z;08A=UmwjIxl_i30*WA;@PoQ_+A7U)@eig^1eOowUgZQmA`5D}`RaVd9sdR)(3-IT z33fd5PG=rp$!PWbel}N0Fh>c>8Z6ZH+RW>|pOBOwR>;RO5V!w}`95DAQoFR}taFYN zw?bKXQb59Ux{am0sGuo@eiZakb7*>cg}T&2##M*XL2nE7*RxjaF+3IGlk-Q`Lh$!HvNU`@@I4quA2@Dm6o~c^&gzsLMB0G%iJm0 zylVz#(Ny+i?aOAOaprIJr2`cp^4$J)zln{N{-Juxy>;qkX%Dp&qjqaI27WA5 zplPohuYj)J9qjAt*&b03Ee}tndg3hXj*Yr@;uC0Hx6tNjA>Vpr8fJO6de)1p(FdQ} z=X~lycR)ve#&aP2+onQ~5CDVV&a>=&q`qiBP z0}hO1n#aLA?|JDD%1f%bg{&2MZCrdyZ3!qcJS<}b;SzPXJsHZ81ZLhO9Dx||FaRg_ z$;naNdkw#^`26<$i+9{LyHwIcQfgw{!m_)BeK1Y(@A#vT+6gzPf_R)}i%usTfgZ^3 z%I^*C$YCGA;n1ob%d8`i9qIn@}o|{j% zGJnDb344(?BrAy7*jzXQZL|J9D9FfCTxj@qS~AEl88^_?t37I!Ymy>ln^3d{L*QOf zmWBD0;E-lHb3uPfGGZgdpAsz4Zi8>_GG^eif)+>{K^;_c`b}7o$)DyN?g+=LFv_rZ zX@{w;uVO@GvM^iVeJ)5)t5Klvp!lQGh4679KGHHI`b^~EN9fekZlHW4<>>xh?yV@2 ze$gb$M+%vFGrI0~J_}$v9%5PLEdlxIR5HK=tDHLmbr|(!$OI71)2O(aBWY(W^Oi~w zXHamNu6N$qHC8*05j))U@Af_=mgz7GVYQpuv08^E-F@ELI!^d>cAatGMyAh|pTKH_ z#?GYDdT9UBQfzh#>2(>JDPPC)XE%f?4_U3A^4|U zM)~lE&L$p#w7=*gQJ$0T;x5)QQL$RN+Wc`esyw0+5gE~YkM5C0T7t|fX2SdoLeR|U z1_?iJ2Kzghi-{u69J`#wweTWM^96swJBR+}T{!irgcV&ygxF#7n+H#0|nO0SZZ7swxd8j_&C*>@G zug+7SrPwx|8NWrNDesqpea?!HFb1hz_q?0p9=_iwo91BGTI#}%+O1orw%udnv?ThD z0L9@qcQrvK1}pK;e*)N?RK{gW351*COZ7MT`AS$2X{5H!y!(5;v+K18`F-nBz4g4R zw#z6;&AV!497hFr!GM;_dCynhh-2a4J$>a{&TD8V&TiTr!-iDLyFi!U>ThnKHc!8S zKcJ`A=Ey**XcrA<3ao<~<=GS0%_}w|z}q~sXiwoPpRn#5uc^#G=pTU$lc?uID+@Z& zM(ZZZjy4CvnO!jxTr?l*&YrgpY`ZJQw^=9PAt=9|L`1C9Z+b5)j{Rl4D@DoLsaON2 zLik6K(;|+V2c>EV#Xdhs~V{4)jk9{i^%?sur_3dwHU@U`eS8>ZuNP}>>av$?XOv+z>iPt;V9 zbX|HVva@W$qNA|hZT-vZS0qp71m<+TP*q8FakdIxiE3vtcSFnm^g{8dQaLF2Kl$d zG-NOZQn^o_;JkH_kyadgX{RBZd11NdJp^BObZ_e^{$3l%gEBcQ#3zXJJj?l6-cc7y|apc z)gjk*3IcSiFRtC}(S$a;a6S=a8h9!;C&y(BIeL;ma6xJ*<&o0e3&rdTY4ZG*8Gvl7 zXkx_$oVzG{S@_zMTv@?0Ae`FuNn2@t!eR=>ONZ_On;W@hqe^8aGY5m#ux`RiTf?0E z5|nz1LVpEg^-BA)7tP(et2a5%LWb8tU5#qTO?@DuYO%aIy0^lYvn=L99J-H z2LhXhjBTst>4;vFE(0;hg5A9#^84*0Q%ZYxW;Mb8kG(H}hjQQle`Jj`$u3Nxh=e3$ znI!u`$i7UHY}t2VNGNL*N@XmGY!g|sPIglEtl7!V*ax%xALpFkz2|g)_ug~vz32ST zxj%Zv%=0|+%=i0!KHty!{(L?N>!Gfw(pfY3uK4U$qG!+sOA(D)xS5s>VDs)GJfB;gEB=b1sNo+GXGM<%K-90k{7(i%bpAms*sI z)^=$-xMKB)z@!J7w1RV(9n-rRlAMdr&$?j~KJ9X1>gx3KwMR>S*&!<=gm(O^b*#`s zmg`>k3O)fbMF7GF^Ne0>7 zbLMK}4=SZyNYPKqd7f0D&ROez$dl=<{Kb&4D>t2djwsT4DJ`I+(|uJ)ZkWSQ)NCH| zeXltV;Id5N6Y32`Y3k|LY!t~=$KOS!Sdx0(iwWVU{HVM|$}wMvLB~AV!m{Q( z^G?1{gv0|iDKbryNEhp`y8H@_mQIsy)*r;gJxZF^FM`FBG{ABTf7`<8k9!Q@2_WIY z0LiqPhi69yF5bmX=8UMrw`a!anHxh z$K!VDVeJ3B`A(_-p0a4+BzC2BY`Pk6gdA+k1*1#pA8Fu>9T}|8je(0N0$E8ny;;`lDlJ z{%qsp7by2yT6}re{K=Q=-Gx_Q6kWCvyXEblW_2=nGJef(N*cO+xFK8LZ~TSO;->#? zfoD$?^`UiAU|kD}$}mR1myX@rUvw!IJ!ad%nfFcaBT#;dK*?>Ro<%rRti3WBtZ{M0 zsrMmth(K@V^KP!mmJIdo*n2+DhL3g<8o{oT3G^Q?LdVQ%SLV0%@C^FVlBLbfNEOw@ zbVjOma8Z-@mKWIn|DRn0f%_{Saht}`Meot?9^>94Xb^#U!)axArJi}8chy+0pD1^quWxJ{KiNAekkIm6(~G zDv_Ep<{o-KR{7XF{rkwg#(p)T-%ikziq^3i&3RbrA8`A6VQYPdZLLHxvY$h>?D-L& zATyLnN%(rSh!LUR-yK@1^#ySUllM{3LBClrS{xcOZPqE3+ba8g(Gt*Cu%CBQ2B(^Z zSwA-WBDD07umBx5ADMw6I}6rjL^hwOOLpJnlXv!2pX)~Nv!LiDrH{w+>78bbJqQOKw)Qd6}S zrCWMeD%&%}lJ-~xotblvO{Yyl2ye6eM@Re^L2Py`do9nu_E+Hb8b$I8;SbmsM~Up)&iJEf&cwkXaAJDo%bjarX6=bi zW}T8RPmG^5HVvZ}64z$wQe)C$Kyh&{DY+M=Sda}BonDdfysS6dZqJ})%wGKmHv4}T z!}yPmld;3gSYg*VygZ!{W5^sQH_48ge!zj zn36L(J-b&L^TJ3go70f5m2WkN-QyVimYtVP+(c$v`3@4!;}AMUYFrg1dmq|%DhVNdzEK0`ht zDiCD?=t!pX*T9li!T<}PBbXdDKo-JyknIq_uexfd=We}g6wL8eO?bE`tNN6V%^>!F(XU=|@X{coBi9Qp3DzywjKO?JR*K!iy zYsd|)U6Mh^xiZe{WM-Yc>APWjF72!#h!{0u{WD^)z=8kMYNS8EMt6u;JeBcJ*_8ST#Oy|Tz zk8N>|d?@D^P}MaRce60NXQvde^hnE8^MSOi#faziry8iEQArbn1Esbbue)^_JJvQb zKSY$?1RtaI-miaN)$31tjsCjdIeU$XoA5JsTa(x8HypfXXux;4rM(Vox;(etvRXdM@TGDry|0{h)0(O_$ zC%d1kowX>Uj9((u;%u$N$i100o@c4W3ux2QD?hvTEF!%OnWQ-*qwYigBIkm~JZ%|S zBm(ZbtWgpo<)z1WgvVBx;ac33UfvvXd<+o?W#TAdyBm^_Ro^Yt+uh^N-;h{-A?31ry7gmU*jP{LptEoK^|}0Yp^bIM z0j{j$*REz!03gE0NZ>=Zo-RlK^3~d!2>T--*qR%RyZkacZ~waAZ=Et71x;#=umllHG&22D@nyOW^osJDnni{6}bA=)`4I@OewE=J2C_lIN? zOF4|71YVp#drFw*(9_8qZw|}i1rp(SkGG(%}qE2>o z8l{EO-;IR(Toi4w&aJeoU7Oua4;3{=cpcWCgXP}PPe0gTyCQA$cuIY>*#Pt^rXKiH zYF+%Ff+Op3;{w(#;;#Klug^bI*)y>{6s{jUP7-UE*^WEcX^+$uW?}8@ zxtMks)W6dHTu_c|BfsF*6rlt=*4yqDHK^`hyEHGK;o94=<97maSDestcssVD2~EG& zFc!leAM5fbY~mr)<%5D>XO7QNu9RT)t!(UQUvddp_eeCFkIc{OXqj0Wb!KkJl(ATA znJwXKz>3yU0s9)%@25fi{k5Kw<->YvufXpLt^3hyUo^#6M>Kk{K5i^lu=udnMCN~< zXR*i&{n5wv3xfP19EU3lUDT_PL?l!SlQPTD%&bmPY&1AZYhAwQ*H?Eot z4w}@TfAe&SDn_?jptF2QE=vu4caYs%H2N;ktCgR%p?>w%(3~kBG0yD zewa=>tXmaQdGV>VNE^M1~vRh-4SuR zZ51|QQn;c*mdoDM(Nw7$LhEyWt|7I;a6&KT;@K{FQ2Mnu{S6Y}4+W?zc0)pjMixCO zs30rvCh_Foy-G%%GCBPrZ7Qtv;r&jDE7~6$0Z`z*>XbgSYM-EWk~#B%Chy!GeWh16 zdWkMKhGD}N6pB;P69h(|cl_gnoot*%hpI%jvTS$h2CEqh)fnh71-Y0Ou{0^9YY6_f*>Jz*F&V5EN!m5 zIrEhN0}1PFcaH;l#iDUovOBMEB*;hZU49{_$h)8l1TO7z~(6RCuWdeRMnWG-*Oy$h5_hK_W0(MUhc&U9_ko%g1We zG)QWzQfxW$&gx0|L{I56cv#ixN1Kmj57}kArqJ|;w(MS99yoE9VyRNWj}^`iR?%pl z6UX1XNd!7Qk|FuoAHlRAM`qjMgIM=d`N?YR`q}Ob#xElz2Kt+-QQx5$@F?_T)Lxy( zc7*694*mCV23vm-ti`K&pN0Gugfq{FMRs#$8Ueo1J0wP6pV#bmvs`|4SSS5zmBltDa8n!!mDT}4XF zwO#}pfyK;7-Ohd7SknHhJbO%KMY^GKHQDXiFrW`Bzrw76eKcnI`OMY9p)13>Luu?! zZZ>$ybb}bm0h`uZvlGCAn;YIuNYjIEOY^#{xm3)l9(#E`nh(JWTeoQyWK9D1E9E3;Z zUvn4a@6v*=-wz>l3LS#6Eo4O4sU+F^mdeWXDn%41J&c5;{oDfKgn7nK?%%|Ku&KZ2FR$l}kPKqE_1%N-K zZ}Rw`)D;HKYPCG;$=+re&#SxE4cEg-*g=(qq{3BXBr3i#_T#Hn(S&28_Ui_AmyZ=g#{7d z1XK4mJ|W_KUwm`YeDCCiA5H?AaQ4P<$H8mclc(J2BcA)syOyjq;pP`?w{H^?*nz@%Z+!0EaKh>~3m<0_j95qSqLS=iC@Y7m2;R=-C)9uxLi{ zOtmzm$D4ul0hivu9E5#LQ~ry7rT+)`>Xq}FJM*qYAZ<9$*B5KdT!*4nj4$9}n|fe# zW(rZ(zuQr|kU^SM2XVT@LHT|;M5mU$9eb;PJVriEu&z#+`*?KHOCk_VkLe`@+aYjN z&xk-c3c%>sFSGe_h6x?=n!Z$8njbV-OpiQk@X%r^>O0053a|Ny35oZ41w>%8u&d|G z3s_CBCd^!>GmBuZk_@rMplU`ayma(Ub!rFL_4MZ=S>jH`Rq4$Me^i<^P4}99k7V{* zYcQ&Mo9Wf4@<_FlOe;46YH5A7c--JF5s+fHXWgxEq7++j`-e&0y0mI4Z@Wo$ugD{8 zm_wk^*v~ts8#K<&JXI9ci!H6SHDfL-X&H!dh9-|Sjt#%zFl5hut;c>ukqTvyl`!C* zzB)d~=-OWFJ$=zV$>P$;Aml3I-e`T^+@8 zl1%F~>34)1{F90Xsq`W6=5Y?T5s^<1a7uBUSvo-9|OUZ z-Gv#29XqDXF3t2taRM7F44KvY6;@AL5=$PpNE@4SXx5vi*L-Q$ZFfYUbxWVNKWo&g z7>F+Ow*>2pm<$oZ{VX4yAy0!gLO;TGMk0L_7`qN#o2bfQG$B7dS7`M}%PaHRK%Jg7Hmc)Sb_eJDDh{SJ?5!Oa8m~mBdDpCX>RgR@Gb=_rJDI_S;@~NVT_sY` zT$RtjYUtO(Rk@&FG&HB%{fqjP*scU}DO}-TR0J~g*;iuYW7^kkEW0OihCb-A>Anbn zS_OiR4Byp}r`d&CCV3hf3ri8#bW?LcU=7#ZKZ@g zW@$4W3+U@-P=aQt_N8WtK6Vf1a+}aHQk`b>9+S#kwYOAB=%@mfE9%W{6LbqCvLym>3jQgbE z)8>mVA+dTO=;dFpr}9&F_t)3CMzg&M2D>tad5{(R_qaBOXKH#9_09cUxr`kHUK&f^ z9eZkV&j$jQJPMsRzL3QHCX@nx&VvZpzk!`FP@~t7ad4L>HS!ajbIMO^8naOJka>Kw zrxF>mLGzp`^17zsVaTLp-s+Td_52l4vk2;=|$g*|4YBm^Pl9_Ov@yf|YQb{xym+35WO>98N zO#K)Oof)~`N>1NPlNtA(Y78yn6D34{ z*m+Idtm1KLI}?Ppv}n#msUcO~AWs=9tH{)h5^lVm#^fPS`My1`gpY5+yBaI8QkF?h z#djN@Z#^0|_Z4%;b<&JVxSq|qwj4B)s;fyYJlRpi zSA~C$#?X~--+J9l)`7?kyFvuKm2(+VH*cN0m$o86*P*DC`$G@bf9`L+raetX1HB}w zm)hkB=8)*yNOG1_L32-aez84k%$3fV4+#~My!f7*GjC$&R$lGcv3Me2>Pn3$qd^4U zn(s1xYdvPCX8krXwcJ3O+ZH{aktk1SWk49U2i5M}lo8Zz%ehywmXjX-sEp>|6?5m;v# z8~?gmDc$ z5up8|GwXj6ml zE~2rCOV$}1Wp@c}Xt<~;@Lzd%K0hfO!O zdw(oX?!V&w-T%z~Gu)?veHz%Ofqfd-r-6MM*r$Pg8rY|SeHz%Ofqfd-r-6MM*r$R2 z1PxFU`>8D*Zo0a;Seo1Ky>h%^OD!TQNi9sh_v*Z;q~u?Yo)`Y{sKj|;5t08nEFt#e zQE6#vAw@?AH|qa+AxbTB9z3W0!{PJPB70Z<`0fJrxpRMgCn8KOD)RkXSy^hKtLAQQ zmM#u^_t|@Epn1dA(&C5Ps@R)bS&E2LOGy0i;UC^hP)qC$So{0S6};S(bll9{EWaOz z+-)aob75+5xZi*E_ixXE6a35NS6v(}bS&Mdjlu7|qDU=t&C<(_TIl=xUjFf~{EvTC zs7?32;m1Xi{OP=P+;6yfJ6ZmCA^67uoPm?$?Y&{RxwwNT^lfgsSyP`A6BecxQns|Q zvUUU4LtK(tNZ#?bql=D{xdnL96-y5r3rlS!@S88&xVc`nbdh(ocXD*F1Xoo8Tt=JQ z;BCRnLb+D2Mi{S?PI8j(fA(OTdp{%xNWt+^QXQnG0WT;z0vsSAB|Sh!N={Bj2A=f;&jVz1Wv(jTS;{{CO*MF-C702vu68Rg!*NDg@JO`ML5{DcU_Q8_J2b7y+4bAeP0mt#`$ zs}FLEYGW90xO7l6@thw!xw1F4?`QVQCU*B7)mBR`ShQ%}eCo4dp8>V?7a67dW@nsiEq_2-kol!wLi6_Yx&5Tf0@!5>f z+lvWAo~>E>bmj%Oxs(1G1Nw$eKY=ODC^&_^EQ^<&a=H2qKh@2psj-*{F20)JrkbfJ z#Hj8Z>+A3i79;FSrp8+q`GDm1Xr@P534p}VA3D7CkN zpNrS6*@li*WfW4D3(G(MzH{b+PtsJkV_{wQSuS3@iuX-jjTe_wr@zDu1jue+wI+12 zL8C2*BPRpj7^cUHkR*KKwqR^sIQ(usucpFvQw;>X3%o+~);AI&_VC{N$5sT!HA7`N zW@nwpX^6F^C%ZmFV$%DrZ9MHFc54qQ4a1cX5*9;^XDekb2ZaS!4?<%56@P%ka`*yeC4{ zH5^-K^_m2rcYSF+YABZa)c~os25`kdg z)^|Odp7rJSB@OL?6ORIC?w87DP`;K9xTBZ0YxIS6lFjknxPknUNM|24;Wn~>0Me*_ zi4C#WW6=X>&3Bc`zG`FrIk|m-o8cZ|HKsnv>4jGAj`}IM#wf;rq-P`o)J-H8?1g~$KmyyPn`v{CWDUwKY zmI9p9V|YjP6{Z-+Eb9bttxRY;KG8MFCU22(Qb`9@=dxkdHsRP%*ga`a$CsvGV4Iw8 zkC()9x#Vl~(S4w_cz$|D*u}NbVrgK%0mPpSp8i+7=0AtB|DM-wzug=r0x_Dkhz&e1 zAv_ZX!d|ukYzCnUe9_L9fiFQ%>R?9j2o*4ed=AowAY76?O$1O+5bG4lkXM=DV-N_# zq9*1>n{Qo4%gB!MCPQ(uVZ1So4vv0ZiP zVEZ_SL!Wrw!E7pE!el;YJ~WTnyG;Q+iKi!X9zqHB#g&aobNp}Kt~96vLmJq@B=S3fz8JB9A|093Y@63ZI2al)avl!ny{=Z=;MHo**yUf>9*n({r#`fC8TnWX ziBAlWy`LJ!N4gd|K@mv=s50uK=?n~^Ck2-i?GSvoSL0T=$Q#vD0?2&yXT*ctoyQ?m zGiC2h(T)Wnlc+7V z>)e;1N}#MJ+3r}WRf5yv%vJSQ;#ZZ`DPhI|F1m z!}z6M2Uiw$37@pMJb4()ntYHC^@0eDWmkaIc}d2TuniJJcn*re|1+CzL*O0eko8a6 zz4|wyw-UcfB#PaRt`O%GN$Mt9Uu0ZO2(GZ)z2udBxv0mD1EyKt<>2Y9bE8LQ&>+n> zXEge$@}x(u<05oGlMpa~z;9U*fkr;kSs#I~(cc^-bl}14vl-e9A~52Cz_|p-CZtwb ze|z-XPwn4of35cEYJcP4T=qG`9&7!UU+#0!eTlO#Quo!5ea`TsTDdPK_Qk|s7~(!L z>=VO2G5pLn-&Y{N_de`%hJDWP|BEy5$G;ud9N<>ybQF`(RO=eefBPUK$z;s(xBy)!ga1U3&;QUv^(dd#x7|B6=U{r>?EqemFskE#6dY9K%OqLDPzoM9X&=js0;Y~Gqi^d^s1|A|??Ze)SBy^w; zNn4Fahb4w&B+rO5$3qVBz2#0mq$do~qs(;<$1G16W$G5K909JAWUdo|rpF{(k-qx7 zc8F%3PV@o|Ga)(&j17*N`Q9c1NJly%Fxo-{iuFk+@W<*ea^};PM8pf4HT76+O)W)+4jbh8FurY>m*a<26{eI4&U61!D^pk5wx|$ar8G5g5gJTH+x`Xr?GFx)pixu^z6Rgg`8Pl zV-z{c*l1c!LOP6=lV(mM0yVHPT6!hH(ws9X#kUA6SEx0|<<66=g)X+xJjUFthQz;G zVJ$!48%sHZ;2*?4IHibz-9Jvb^&m5pyZyW>CE>1}{$_Ir7#10`ti-|BXwgxIurE&F zWZRz#w4!gw+!8<>^?IZj(-gZpAn>Gm#`o3rk?3WmsY_6^4$$?DK`;98J(}Q|gH6Rf zKDa}Vx0{3XxAra|$t%tvhf8b_%cZR7TwlwTE`2zi@AVbIp}g56L-<5#*YcJFva;!} z*xnIY@{YDp9CL~d<+7onJSkM~8h~s&Pf{ueL~w$uMh3lE4AO@eVmZ+4&aT|xB_xIK zwdO;rHQm?m0r(A+3Q7u}f|v})q6n2rgpfj#7rSQ>%?B}U_)5g=wW7JADR{v&?jiCJ z5g6?oJpu?>ar14YB2Ok~K z=Fi6htD!EHW>rqzFiZPWJA|)Gn)LAOHUZU3#oryMd+xrKd>Fc!ihVH#=k&UBr3llI zyyZG*DqWCm+|2p;bb!kT(N7Ayf;cryNx=FG9|-*%#73}tMOw~&@{tp@+-~wjt_K>^ zoCw3yvV{^zd9fWt;LuZ$Z?t!0B1X?4A^}eXrUOO`n~@YJ0Bv9*zkVKROyc%)LUW?5 z#EN1Ha%WR>1@#Jef8YlJg+*=lfXI)GbVMJM5FRSy_u5Ql#dS2~>54#I{6IrWwpqU# zdFlYwr~?1x@?!7hHROi?fp6J$sb+{QO$mnbUUK`HrLX08S$SeC<1Sg0me4hF%x5Pb za%A=LX{%3S>RuOAakcX!z0wFgmeFnS`tatE%zISZ{Aph~jO+M47fndQ>sg(#37&;_ z_aoRj=jOa*-X^7@6|)~;pJG~Sk#x7UIehx#=jiSW**6)cZc>slf^~ZC!Z@u-MQaep zq$$S*&q|@O%4Z7u?{iufr}0y9XU4lGHk3$9EWIMM?p+y{b{;ybi0>le!TIu zZz-%_lYDFaR)Z6Tledhp*C+W+wJPHfLhFid_Is7V>49@^I09>r_*eJ|z-!P2!Oxjh z#2?_~Pk!N-yRdn6Tkeey^9>Ei8_MAT>8?#;!x^D%j)bRMyKl;Y%E0PjIM11m;@2_h#-8Uw*S)&#vM@; zt2%T@6+8Ap#!EJQwqNRzE6fi$9?2sWmtg(Jqi?rU!0yS4d(qeVn0P9gz3rTSzh>{w zsz(`_-_&wlcuQNs8O?^arlnNG;D=v~4k-$%nUqE}BrrAl>b;L}9O-!CK`OnmF0GNV zd&(?4p73!+z1;ZGYIwMw9%*~r4M=ZT7Y4nMVnaKiHjbcEaX;`-z4EcF+47AAmFi7k zx1I8d|3?^vcO^7hut@D4bQhu&<8bP6bi7Ieg+${O3ZVXeMqNQ7D9qL4X9&n+a}*o&Zs_W!v@% zSym!Yg2MC1SL#({Z-OPZV(G__yFOr{=GS(gt^X?;n1dns{dxSGYmg^CA&!fMvmpBT zCy0PT;zD*L_7hm8JfQ))Nxi3(-U^V^>{lZwhdcl)6*(Z*U3>F-W4;w8ze?x-HTJ>x z*RG)lmHA#xq%yKE^*rPu{miZuEd?Atf1~ zMQ`Q>u$UK*JXjeluLQOuIp6!+GSGb<|L^d15{@{!r%k$Av6|*43Ai(D2SBMfF}93j zsV4&U`s$#NY?7TPl!~v4ZKsUcvvHW`U0H30K4yq~GA+5WbFEdC=IJx@8BIDZ?Tm8R zWyIJmFJ?k06oMFS5F+qLV-1tY!K&YlwIf&&5Umu33Pz7nzXk2O>}Z@Pj*kf3<8LGQ z=fPG+FggB3-+}IeH~B9ThNH`V-HrG|%E#{5OQ|N!o&M?>?LcZld4_W1Rle|}0@2s8 z=3s;UemPaZ@L$i=EUQypWT4C8NJQ53EkKL5pgNK zZ}p}h|93Yt{^yOF85?l7Kt)Jx0_?Y8f|z-08uxR%sh#rl?rB8xkq+2=ZW|%WXJcSh z=o{JB{-4O6{JZz~MzGm+2(*HjbNDtFK>&nrYJtx&7qIegL9Sl*6(s_W@Eu)2pImSK z1+bzS4{t4ObAt$^YxidTwuAfwml7lQQzFQ1!8e-GF{oB}D12Us0IDr-^=EoOOY!(F zYG-n!sdrka7PXN;1VC=ypM6LZ(?53;z5HgI@ZF+yYS?O96?OeeG%nl|iGkp0?QHXX zK_3#=&@_&e2*?|i!Pzz>okx~F!$6!q_Z+mJo1k17iuVJl$$jDT1gt;_7jp-)vjb{Q z?eqQFeK7G~t?m4`iR^uG`){h~e{eJBK-J&dTkCcp$9m}3i+6FHv|CFU>)ip};;D#* z&mp|n+Z*TLTYbJn;FL$9mV&p{2>A_cBSE3O4NFM~DJn9k5&;434r>IGJ)UPO6zTK) z-SU<#atsl(0a=Iv*_~M}p$gRBE^gYcAb-9K7og9A|5ZQQf6M27F4ulzf8bAjgTM5( z{tH4odQ}0Z5B8`6=||pZUG*C??-J|CH|}mT-Jd(ef4Rr{b} zbFuN_-9eSDqs^?`OyL`i^EXWr`&)I==cM<@A`Qq-;q{1(IoP^b@}cE^SAw!;2x4)b z2&kr`bW!~H1lZ&~tQBDxy`E*XVf330@%PN5`nBJM`a8P|&(@8Ygt`*}lV{s(xGAhV z0c=Y&gWMG}e?T}U^IZad6AEj7k;|ZEX1G=TbJ1q6ClrC0G_D{50ibJ3Uv0uH#*E*(=qry_EN=$yG1PJN&IWXct)0U2TN|!7 z?pr(WHyz_|Isbq6-ui!Mclk%!!d4+=pi@pA7wPYUyGR5K5$l@x#5Z*yJ|gLr8etcL zoNVn0<3pX<9sNeW6=yRyz*Yr^5${2!mz}5Mnb6B zCo|D+_F-kvn$sU#DgSr;XTRvP-%7UMI&Q!((DLN=;;FLoxDzG8Y$`mi!3v~2k7fWA z?+WE29cEd1O;1qIPt|&-(c<=}ce|qY@@Sz>UvwYr54x)bbEacMhmjNk=|Fo;F{m&2wxoctZ9y0~vcii}#OlQ+&hIYimzyqOG1 zx6Vq`NVm+fX@}2xULES!C?8K`I+Q1KKidtA&^y5ys`#<4WA&*VH>{9X<2>cf9YdZr zIKP`5(?{{PPw<8T%hsr6EiZ1ZI5BEoQomunI}m zfJaq+7qnTG3LTsf%lVg}`dWr&%qxfE#$Pav=(Rg?SG;*{$)nNu?)d6UPs$jhJ#E_w z&EOBVuO6!pQ_1~q&FrHnd1Muv4TW<#SwQxZrbR>&A8A=?l~fPR4nn7X)(ru%xe$Z! zn4Ns*_(>JP-;HTpv~W7ht;v9OITe6RvcIUElg5$eBJWD*ONQj|OF|GgyNI^ z56_Go!pWo!%_fGVc)NPKv^P0W-v-Y5U(KSD+&EQv>}L?oEX3d)f&z>d#3rmGcg`l` zL%}S4(sAU@Hu&O_EwEz?nv4)Ge5yak9N6ypd?n>~9ZADus~!)M&uHdhtO0dRo+qIki=9PhgAK%aU1_~z;3UrG#`&nD^%yRmC*Tm6=iNxp1^)xMWF4v=p(o~p?{~g z-&eeAz0b1G{n*A)p{c{=61RlO5i=ZusKTr?4H7zt!!zV9pJo$00XU695K zc^RvP+7-G+_lQTwj@K;7Jd1Kp5*Pv>QV{x<(0zI=tZ{R|zIz$}AV;~lOHuPf?4$dW zr1`B3yW%qBeiQKLBOK?g*CF9md~X8ij#P-IP8_?EtO{%%!^i~t?T)IO zkKbuH_JDys;A6lWTyye4oPM4W)~?nkzQ|v*Kj*slm&3V%HPJ3kls#zKoblc&5uEmw zMEjliTuH$bWa$-`ZjK_{8Jwg>J;gSd7a!%wgx0j&p+bK>iD1`8ybA==lH23{ z_a|h7NC)1HL_!aohtOLydnU1T*%zXZT*^HIx0GY|e_-!z|?>BeIhM`H@jk?_)7pW)waan61WK?aIh|SccIo;C z;~E4fmK%zv)`w%+(KrPtrl%OXe%cf<>OuroKn?S6uJEHDQ#bJnsu{RYaAH@Y`*uqC zs;9#$t`1Tn!P?;boErH2f7NdJorUaP)bBr#+wgtxa9e(}7@JMo**t20V8Tm<)b^30 zzX^&9xHCFheDMhLZcRC4Kz!o1|Ird;tv}O?n=6O1i|+(WGN~#NBDj+myEjn`SQ3oK z^7z@;__wI-4y-M!O8jNzJN=>`PR~c+zv3t*`AJ3yjfle;DqmL`vJWbUiB&zxk-WXa zQz^l6Ol~=0v+c7xZDe|7@N=g4t4fY`2hM0I91Xs9Ntl7;J>c;=lXOaGFkWvB$HAoW zsl-0ow?-fh|KJAcd$xtjK^=kZE1^5RQoAni306TFq+4F)m;E41(b!)3-J>l?lKBpV zr}ofxT@aX-kPJzk0c#UsbvDb3qDCgfzQknGI$M$DDS6Pmg~d|ugl{@k*e%~RV~T54 zt>%H5N0smEXISbx?i@m})hVYV; zg}FAP^Xc#}4O`BlKB83jp|RpqMu>dIPFPTdk~L(R3$3EOY5g9$Ly`=635JjXtlehy zJ%yFvFNhXnDt00;0fxN_db^-+btlYlM=^B~!rG_JaYwB{Cw_A8M|3gSI6Oi-nFz#R z5auP^8`%}}liU?I#D|U|gC|-&Yk5YtzT^>sT`|DNRKZicfAJL3VOfxM<+&B9m>>hm z8XrFQe1+?n@fT3b8UPuC*e72V{LAx1fEjztp#219ai}n%eOpcROE%edU^9vLEF9kZ zZS)0b{l>?;iu%S2{D-WXc;GjUIAFWRQ6OgMexiQ8Izql(tT(D>csA`WiH*bHH9m=! z6TE00lP#R!as*PMmgm%YTkVFf%@{ks&t;-TsbK;i zWoHC_;^)fE`U$qdcGlOfd#VvpevJsw;KGs)6_q4hj+`n99=zkyba37nd3_Joq=wjC zM~@lGQiAbVf7s5EwY$z(6X!F5?xlRgHb?u>=-N8&JuI!){v z_>Fmyxa?)fH)m(f(IL^HZAT57Pfl%f=rU-TQa=1gcJ6=cx!)JT#5kdkC=3k{Jo~CR z$xp>Hct9L_lb4L0lh94lL>L@dJ&koFph0E3!<}*g1_ErL3?K^v`=^uYGwy!ptA}Z; z6C_nE#7verisiPb@xCC5usTUF`)z7{EBF(%wZ3(22kYqRKkV&(H3uCnXw14@T00v;>|;h8M$9? zJd6q|(dpwr59o}WF4wkE8=ne4Liqfdbu47;jouf&V@Qs{uPl^N(-PI#k{W1VVszL9 zvXL!v!N*QY)BTLHWuix`>a=9bQJ2OM(C-I%AAQf02+)gVd@d?Zf=b%oIb%wr*uuZ(R5462F> zisjg^*5ACG8r=vkjy`NGoxq7`YsdftK2|tu(t%9W@lKdE;(+ZyQPeXl+0_~+n%HQQj#eBk-jZ1Ijm5TpZ>ThTUVVKwA;;3LCpw$38NB~EZm^o~juxq|=$Pb|NNWvh@C>183%(vVk7v4-nu&+092!voqcIB=0x|iB(wmL!#79U2b=2u%)zi%YX za}mBI>x!++g)sZ-uN+RfF1=n_DLm-S`*BT6gl#Vm@LGV(onEk3o}2R+SWj=JOu~NT zdO=8E$yV5LZNyPgIJ^G`^kLo=ScLfsX9@}1shHz2hN1K(hqaV4bwXg5qRHy-7 z#e()cHx$Vb9<5iZLvNNE!?R=|>Gzl&vGjHe$vd!-sh)3Te4yru$P# zU(^V5ky-RQDD_m~FtX9$@@xgU$#7>I^vgRmevSip*FO1Lf|*knpVbeG2N_p92nkL7 z@K≠i>1Y?AN!dYsJj~%4O=^)E|)0-=Hk^!SsI%5dU8gc(N2&P{Q-lk3)BGkH9<$ z-47Wn;sg!eI@rcGFCi>DZu$m6Y{oC+FcBzg!D+6_DKO}tUOw~;uLB-HfH2d;=pHzp zo(SB^`{1~tNth+*HvBbSRg!@_jf>`GCG7dfO3>VUlAE;W7vm7Qgh)Z;1{#WYbDTEb z2pmOhGf#XkN9X-tz$14afmp|~u66jsy*}=JE^s>7L~9$NOnenpAq$SE`3%MpA9x$R zep$a7G(G?B$&6qEn=HKy5%5h&#YJU>@#O_I{htIk{=R@l6ml7~jL_7>BPOP5xpsF| zCT$D^6aow;CnmR0$)IB{2{!h);v`rlwDJyN7o?xa4lpw^eN1SFb{;ewU^s`WP|z0j zA_5`Wm;^k<#`5kGlpqe54-6m&Gr5tz##qC2U-j_sq7AC53e_lL9xbF(jPJU>_~2u| zIB(|qOKzrwJC|?|JtK}nj5vV?NZAf&7=W>-+`NgY3eTGzNH5OMmEIH=`O;8u-qlX31{islB zGs)D6icc-lY>IdM!U6Kn|A99f_sF-%d@fUMn5*T+G=%e^2>?A z^JE)*cqO@*CJ9zb#_of`Dz%hwccZ!@jX+%%tQJkz&x#BP?2??8O`%h?^y1jh{PO{f08_vIELjMQ1Mx+Il3 zO)-xjL81Gp9=|Bu{Egd+bky+ydevF>1c;4khOO(GWFhDgljFYfAU-V?F_Tql<{>m; z7CPXxyqklr1JO;OJ>ZgrX-0pB?PhH2ANwmXZs8RX0PUY8lPmND z=>;&gEe*lHTRR5B#kNrpfj%bCXK>}DFZ3Us_3?s_rHzS>Y&H7`HO*zFhRsL^e6vvh z%Hsa%KJ)*u{ypNb))xmJ zN;<8{yc(+7jgn$sLCG&lc;b8D z&I?LV0Aq!qK5%g)2l5lkZha2t*!>)h??I;G?uPN@wARLA!R$6p55z_XIu48=BMB;2 zL5Kw!OAz&XvV5BjL@C9j$QC0hBB_M3 z4GBqwY#~OeY)Q5(jTuXp2%*v;TS(cavSpp@TQy|MzGr8~GKN|FK04<&b`lb z?(d%S_^W2jjIZx}zn{X*nQB!YasY9A>tQT06i*!E0R-p;lTc0%M7K+N{} zgSd!Sy0B$!d7;-@2H|Jt;G~nb=#gnV@(>{5HlM>#s37zL88`to60KXVJU`M4;&sfx zJc|y>c}?2(Xv7jZnzqD-F53zC8@MC7R{%7o#06P@qAHZ;fvK45W@@=nbmMVN<>UQf zO7faDEu(s6?dV!%yX7$7b!cg0`f^`dLjQwl}CuUq0-bk^i<J54aBpBl0k1*j` zYNeWe+jyiH45E^T0WO+N=yd39{ajK_&;lo;{T-L6kS^hkfnZAFC-BU#Q_&Ra^aazYajvIR2C@woN={1 z-^YxdNQwhG8RtviuMl3zcd&RNQXX?dz#pvMmvG>0v$SI z`Z{3nKUuQ>6W{yq1q_%vV&=K8N4ub1E5$OdxDA^n2dFSac-8hfvG*0sOlkM?s6Cb! z(rC%y(0n`ja+}?};A8snoN3d2O}z&A>6gzd1*-QAr{|7O9%UFZ5mS79MIudlGl^XbcKYvv9}Ohu72`XhbqXrdI2khozHOKB&%k4;*%w!f^@u?l#-C`--QmEVe^);821??`0W}x8nkNS-k*J+i=jvpe!y& zJn$f9yK98ztLDjjOYcR@offy_72*FG9b@p=f1ridbUN-nCEksxy_DK zH$9m0$K5xyEOtZKhp=2F(w0~jW3mD#I!8{i4mN2?-nCDjTdlNuw=X23T2U#pX}};b z0dL@y2HZGCJzosiVd<{5 zwXkCh7`UI4JRq!pdv`!rNUFQzQ;WS_^ywt@pb1BHEMJfTo?05dOZM8mDnTzooeUBF zL|#dtz=%Sl#v<+P`!w(ATiu%Bi+*uBSGrM}&f!+3(%y}nBMQ;}?o_(?4Miz~(p4E8 z{cm@j-1~Ckld$ufU}8Y?ycG|l-K$ce&%4`f3G@}OT;ZirCB;r`$qzTSa1P#yWkv52 zfpe2!?+P}(B-jkx)z8a2T3nSNajDnD`2gqeXZPEByhnAN;#oQti4RHsFS@0PXrf2z z(?@|lO>Xq#mG?4W+fdE12VWN}4e&6-b+T|D_kzRE%5&S^S)t^Fyegu4=uL6-hbF5OW^4p=$U$||GZ}|O1Ra;0VgPBpDSa=aXF5( z1Em*3wy&wy$3HwpN!wUYH*EyRvwx;lZVmM-D0h)546WnDR(UGi1uYx>T;ky4#|6+T zD4S6yZ(!bYrw;qP_ZyT#&)Q+I$epPxkeeh~<(5}U#jpMPe405FtB)_YRiJa6G+8?>P}T+Az-*|M{ZtZ-z>UXc$$zG0nV+h+^aQ0HYHUV7yHl<{-} z-b3}OPNNF=$$6;f>_76xKvWc-8W0g%UtD;SitlMs{=BdsIk}&2a+(Oo` zfOMeWaQ9GE*UeFCnE(ZEso6H*}yHyxS5F`fjDtH~=MO8(o zQ;s(uD^~cz8)2$$b1RK$no;nLr;K?-kEeXZ`ZR){3xxmkyIx+lWy2_u;n~O}fe0EU zedsqBdO{<5h#5flrUY;^2;@cL6X)atx6;_Gmj!ThHH?+;g*hmYeZZ%Rf%qcM52(48 zHK`n0KkQr?Yk}uyUp`0d_P3BJ%jra+-P0yrCEE#)C_VC|#Fr))fj=H`;Yf$~=DMuOfZemlI}wTQ@^_6) z!>*-tdcNv-_kf=sBJzShw9HchLCqKIMf+qzs6B@Ug&Jt1p%Y66O5`25!gogVT*H#U zO|;m28csB7r@qSOl0^85qBjiBr`1fuhHGa(bAE(#=*+VZqhA{YB)le|a^kyAvo6Rw zMM2&}ECODOFupV}ufD4Akd7$Hc0q#S!uyjixCEa7(y2zDQ3u%l4Ln%*(o%0S~s`g2CjX4N=oaf&KmlX(KlfESmeix3y$1DKQNj zj1rx2DR5Z&vP`bcVST!kx;aG7<0NJTkr2D_~!qQ&n1h%6BywJ%IE3g|w zex(mtk7@>IQ=6RM3P( z8f!3&h6GTVDCm347iw->B-1jlprhd6Eqli>B&#@o>|7`CzPyv5NzP%W7zbl`1{fo?z_&HXIOmq*_j3v`nx*N0XLpy1=ZhAJ;HNu#ElpCDm6qv z5+-sO6VY0>Pv2J3IR~tT^AcbA@Op(&fWH3Klrfq9px=BT=})}_Nc8x?krDxPbxa(v zVGf(HfR2;j2D-c$3Y>ZDMOYu$PeTAJ4GTt`y7aTV^ZR|f~T3BtfuPDWI2j#K|$1j z$Dy(0NAE*=Z698{S1WHxKVsKGKe#`VAg%H#J-hoT@x$aa_jMb;3!Lm#o0wI|aHLt2 z0+&@mWp48G9@Cu3*EN3K4>vMxF0Ea}JVWX4QC^OnKQs=UoajNsY5E7uz{p9F2rWl1GjyZ-ZeS^TcOaac@l4#r2rGUuK`UT7;F5kD%rFXNHR}DTw#9bbJX44M~St3 zBlG89BMtj)cUE@jSoQ2}GQ(yI?YXu)(VQpDU*wi1zmFoHd_TOyrL@EECmxco_^}v8 z$iDk0n^db?xE$;k=m`_19)x=0y<7r|k8}UbMrC{6oQ@}%m}!p7t~JAZP2>6QKDB?q zcp`Ha?7#;28;hFzGE*{*sw%>^KbF=dGCa3m5G1!&-^E^^*k3~j{@e!&Pu{HDN!jmG~4C8G5U7-545DfB>OEP~Cn|$#R>flPwS(uVK zb~^FmfZplmje6RikWomA)J5%D?p&#B9`%Zm18g)NLRIJ7t^(#oz8XtE| z`#Q$Ea?3vHFVtagO^}(~fAqxZwi8^n8$*tNWaJMS(WXA4aM?S}c32yAC*5$^V`%P- zFf)`0eJPpNui2jUE{c7i+f>aXy(Z~sG9~rO1^8zbt)Bij$Hx@;&XM;c#q*n;Ymipy zo!RcTVf#x3FS*S*%`uWiKSCE@kJ?Pi+&H4PO`T2nbwwb%_NEP94RoJ%UTnxryKI{} z7U}Lm(U44TKDVtgPgRwH6{MJx2s6H*>Gi>~3LGwKHU!|HqbV%XsNCbHNCu1Jmb21E=aT{% zypKm&UYe_8uV?wGbhibUyiE|PjjYx=!M(4_zwcPVy_*lK9bdeUhCWsk-7&)d^ufix zkXuKUS$Z!}AIot#-kxnA=k9(APK~;`v!p2$4*(@R;tfwUdVN}xmSx2-knf-4RPr!t38@D7BB}DZ#0KU~)Q+9BB z*6b*!y%n0pIDc2~xaxyugkJ-?+!t5(mJr9J5DMC(Ah>2T7DOh{E%aZKzKuVF-@D3jrdwzJYDeqD++5yoe)d(7tw7+ z=;h6scLszgZtY(!#d-~+*x5}0H^qRxV4l^uo^)g>_8fGHvt?eT?yFHbQ^N?Hveg-x zC@7WNCS%Rx#H|$NDjc>OmI_yW@hos2=l7SAV*GcU%(^i5&p(igek8Qhf~NlE-U{Th z9ss_M8u(hmXBogvkqID@ZuD=iMwxOJWub}v*a2MAf_S3}`#TR;1Li^TC9X;I#8dP# zkAdTw1<1I+M56X1w!1Br@^R>^kZ(jD6ytv-=}rMJ2TidRwlD*ud5gw=V;gjm5vO>i z!zX&+R0jQ7+BTF$gfdN4(u39EXA4qzD|QIgfb9hUY zo_$)Ia@dCv_y+Vg_~>dnc~iVlI6UjzuATMvPYdXpLs2$3C)m;kP$4kT^s4WZwC9o16vJgy z^0M%=w@?gIe-UUa_sWM-9RUWRY&~t`M~I}{C&Cv#!l}$@Na-rK6K&*z1;kHXvDsSg zjh9B!0abALxUu+>ur2Te2!iI6yD+u?26iYRkLm>2T1D&WG^8qFUM=DwQW9M)-T)w- zcME>!XaJDvhJ!iEe;>FBERHEF5T_Lgu)qB+qtdvE#zs?%xDTq5@)byDZ&(Ldf4wGt z_uxMcuW!tY@4k&#IghELs@H>quv!+c0SEPd@`QLm9AU)btF^&E`57oixyxzAgWyk6 zaqRuCjH@;HO%I|p^!=o-zq^?(l#1b#Cw}O|bk(R3K)I(PL-zCfJ8oAUSZ# z0~{;57~J;BN3shT1BO7!YrB z0K@d#K8o=(!?D|k>#YS@KH17f%b7(@{CzPCB5b88-R@oJ1j%QTIe%{@Gep$u!tL_Q z?Alp08gC*1CM0rRaA{TYe@_6=GK6Gw7C%gAPe51K-OvG=i9(XhB&xxHl?I zs5r*H0ypcsHEWyi8{p^i>s|PyNu^6G$RO}kH}aj=#<#3Mc4HO4g0@^gSk_D){yG)H zPLrgw#CKkTy2=OIq10@?s<+v{34Lg7`F7r^Q;Fob!yvXh741tqWy%Q7?=Mli6ZG%C z^=Qdpc@~7kS0K(QqgZ}$L=vxteiL)XedFf-uEKLeZ-PtICV;(xyCfk0=Oe4NLCnG} z5i_M=M!`AfobMhwT}B7Ewl9(s7t}^uzzn;e@TGqSZPWkOG5-5CQvWPtzdjt|#|npE zEo}zr1`)Joa6>7}sn8bkXb&qDVf$T$Xey)VUi64@i%(zN5(l_3JXRnvb_Suq1DP_q zv>Mii$E=nWKIy|Hd(bt9I%$RI$>+J*|5beb=6W?uVIOxph8{B4p$G$f3phB~%U$bf zs&`<^BQTm@OIO>sy{A6O?*6PJX3=>ZE0O=zCX$c42!8K6ZMIIE{T`a{-%XqScR<^Z ze!iZA_d~387Tpm?J8cnw?a2l9@+WDnqO~g!YxL5dSfE;T2X)YyEAh|>xt%~xG!LJ_ z&Si|3;x#EjfKe`4fqcwMt4@+);ZP)lRl~MYt3&U0>=4IlCx<2K7#l$;UI*b5 z-e{3Zk}m+@3+(zOzpnR?f88Fk zHujq?(Tw!>8f&lxB;YP9tmaNpL}$Tb7(a2sE&wsR6)b$2z2pNK8H_Z=$FPM`_@gTn zz+gQv$)nz0fwZ5q{RZH7LvM7CJqKIj1jQWFDvS?cq%}ODi{y8eRte9b+|vnaw>#$j zwB~A9Po`rl_~n1ugpTjk#rZS835VH<_f>y!I|d&zH)!Pe3g~&~i`mfBrnXW^@Oi7u z-0vRU7bie@6acb^dO_s|TSSurCwR~QnSt>CUbpUse}$J=*DCzztQEx(0UjOBH6Xs2 zft`OYvJkkY;(9?pgku0OaWRxULz!@Yh5V+}BCG~)Qej_l7aIF&Znu{6)4U4trH!5F zHaqIW*4DpE8eXG**dZ2Sy^A&Xhf?laqkTC>zXtWZwc|q9;LHKqzY0rt6h^J7wR)Ke zvFDv>)5Qi~T!b>%__7U7On_f~mStBx?Fv)7*o*{blcp+R^rpizm7L$|Y6BZ*2cmK*_i)Xg~>9iT2UY`@Df zHP9F|O*te>?MNXZhE%>CJn>2nAYXsW9c%*C=>-R%^)^BUtuFalvMd_Esb{#f_>W8y z=5umUu-PMNqd^b99^IwKIRMBa`qC({g;xH|um5+O zA?W@KabusuRQ7h9$CXC~SB3UXoOae2-J)){-<;^$bxTiin9wx@J=?(8sB2KRg-|%q z7GSrJR*lVffb3_6pAS*=p^>grJ}A@^y-6|g2sxvSE|&|3=#8zVM10W2rgcX)+{SF%Yd_0a&c@8kA3Cl|=oxC3u%Ay;2=Rqy5BA@2ulNEmKX8=*~unfu&^iVEDkn)T@(Rj(kc_Fwv>lM=$vnsdf{}Uss;L z+jsXML*Mq(jISCITWSey19|tvyDZzn_iSA~lreto*rGJ)34Mw@S&gFDAW6>=AQ!C1 zN;t@Idx9Ztl4)ZHD%FyHnp^Zf$(X>SObSiNq21dnh<^~N@6e}lv--K3^YP=COG~FW z^Tw=?QvU~@sCCrvKXY2q8nSj>Z2!Nc;`$>|L(xDIZXj)jfg;%|r<7D}D>fAuF`QhN zrRwrNz=6%DF%*^KPnJU}wg7*U6j{Fw%zXQ@bumXTTlJLi-e9jiKZQ7qV3Q&4!Cz@k zgAXNgq>%v+`a#`T);C#=y=RR(ZR`bK)m-ZosJb|GdK1bqL|&MFOymc^qud1XE@5Le zFtU-niIp9)F9nP*c3(`}^T>M_gA@Oey1s4P%$l41 z!dLZuh^pbk9Ve>neLi?RB9O~nOhriNFjfWbT;iu}?3w7or+EB37+*3eE=tZ?OlA#4 z!?sfNymAar?J5Y)`n;6+PVnaY^yJWl19|W%Eyiy5>v0yz7b~wlH!8KVVwwu!+%6zI z53x5y9mPMsHz>wuB3&W1z589?zB*o*aYL?=v+mJN`#-UfDj?A{js zLDW`PyE#G;7VVx>l7L?v*w?%(>rwMDjah*w_HPp@8J_Oj>8cYdQQ=lDS5_crvx~HI zZthW6obLjZsu5+BAlC+Cr5&{1Vfo-#gpEv)SgP5GjTBp6JQJOQkHVv6@#jWje$iIf z{YCAVPC;Mj(JyOlf>z+zRr)X+Y`7`!B#e}wJQ#tBZhwv84LUl~aJ8)rwv8f=CKwFd zkTO`5kTt1Uj0*1MsW2Pv99L&L{_f!MN)H~g&3Ld~pFGDoV1NIT@a5>scTOQvH42H2 zFRNehJ^DZ^Up_A3nqm~buPcrD=>@Z^^!Z&L$3tg{@zCcK*#xUto=;{?$7F>MreEef z{p=F-<$_SYT-1=lQKZBtngGfAj$2=#{1rhlbN5Yr($!3wPV$@K+BKVsHw8i{b0pZH zD8@f-$K;nnE3wJs$VsDzM~9^nZtQqBFO0hB))(>xt1LPP%nYBNHPVi`KI>sPz?Qew zNoMw%N>~7nd>-Ut50eaE)~8dX@FfY3LecgL(exTZuw&5>^J-qD_$?)SNKxX9u0j{v zQkZ(L}}$Ie+m=A_3!#;w3q1lQIZ0JhJ4MNm0uN1=zyAH&rKY&okf??{84! z#5{-FGGEZp^eb?_doCMc%_IoxIi-37-D?c(zhp28Pp;mdF_57*xar~^?+$5spR6oU zlcPR)DkR`>{_~h^mc(UKpKHvI?lZBQ-*;X#Z+WsPB-kcKK=(h7An=qs8ks8ZHcCHZ zR7VoWZ6z`+DmT1bzQ29*jAcCZ;|k<1pJ)lmhH$dg=1nVJtn_tr-}QI1^|l_}ZYQNZ z47f@qm-#pIZ&zY`pn~$CeOf*<2IrPL8TKs6K%DmzfRt_7fM~lU&!7{w#aUev<7dj* zEOe#mTuS+uBh&pSUsFosS>CL+X6p^=dV{*&p#I#it~aOvl+hT3k~dyLk7k*GIhkD8 zp>R?;t<(Uve6WG>0QmsAc6%dyA_GSYabM_|6>ry|o%Xv2NUfXbdB?WQhQBwRAOr4e z1IkWtnGzeo?y^E~Ri9x4Lu8{^gMa$MtS(i?yWhMO(v{_L%Mm)_Vk1 zBrsq6a|%t}F9WE_@4@F!NzOjT4D@nZyF0bIR|m)`xn15bS91t+J$!#D!%h7wESniD z-mW0n2H z+<}pVsY~G`p8>x7ot=j;1Kq098;$lj+8;J^<-Z?AM6?(7#pZJarWa`sbZ$9DmfbmG z)X{Zl-{VWjbgkJ0$JkpA8zCOf|J9uT?L2{h5qzj78IJO;^4E!jnk_dJe26zm zjk4`a+rV(LY}*w8+)uZM}1Flv&PMdY@rj~L&2#R>8ozJJBZF( zoNY?aP7_X_uh+OEd)lwrZ*!SIsM+!KUJh4HWdiEa{&vOY36NWnfR7FeQ{N1Dq6tzA2cA?}n`tSATl2d-96H zHC)zJ6dT=~%T(PIF?3UPM7CI`d9EX~6Z*9XU7wg6IYtxqP@N_jM7D1)G$Ngxx40tT zELMG+H4IpXbF5Jn2Esj10`CjwqiU#db{zjPGkVe_2pI6#3%)tVazyS95z6H&kd4`- zEsOBOv`6zPlhqP9yhJ&4PyNQXO7q6|bWxrL@8LN)<0cf#<~@pzRF=r_$92&^(cRJy}4_p$LZNyXq~0jwn;T6j5kv0 zFiduQ541rw2|cR%0@bCz{~S-5yPvD~z`!AH#(v z#y~tIz8)~h9XO={tNi@LIpVBuXq%JIGSjjI(KJfEgwfSD`O15&rJ`p1+Xr+@bO=dW zTieOO!QBLJX#1pDK;L{{9_<4{llD;x4jfM#k>VV1IVc=H|49{1jq;S=|E$nzN2`UG z%b6FI99;G0UKhZePAOneM-vulcXFB#drCDpm-8GsgT`Jxga= zK>w}A%>J7F=DobZ9`>d#t1hWp4g!Me9!h1lq?i4_nBB7m3tv|sfKZTi1^f3Q7k`)v z;QyCu{*O{0aPk446a9TsX}>6jha%HbB%gxYSo~omBG)kM_3g7Ej-Hw-@L+S~29lcx zzO&4rL-nPLjmyEsDW^Ba(;aNp+8jal-B0;Fq&9Pd!-RM@+{E zE~VNekT2pMa`)5b%-vgTljV0@8&)UELtjhcQU0l}iT%wk(Jo**_oXoFKaRWglcp5Ench=4alewv#?+;NV9s=K^$frcUWVyozzImk3%Ov?zW@3>@ z(A$S!q$rRGdwK7+U{n>~-k@`YFDcK?*ZJt@FtZBrBnLcZVkBqm0g*0kpO=Fll_Xwv zyyn5AY2~<6`PliRnfDLZc?9go!cju5JSHUN!6(nN!~1O$pK3n0KBGWnQ553rkzwu4 zJZwonFA~Z=gF4RxqVJVTQGlDb&b!3X)g?+$V~j(wE3 z0ni*-73`Wi@!ggR+h6Cuc~hv&-qPLEC|c!uRrkV4@8g2urv=TN9 z#HX=$#-qGKKCsyy`ZgYEC%*O3F5muc@zZ&N<*V^XJDcw+#>dr_=usm|*iE{|@vfaF zd6wy7r7}(z4sDxd4V8v|52y2SV9Hpp|dnA4wzn5k-AQ$_l!bKQh4QJyXdBnNdG7l%U=4q$r&h1qbym6H4 zbSdLFGYXB=$M4F+hgP$88OoPkOds$N*H#*JNYy+y(csg@RmBWJ`CK@{l>EdKQY(~$ zZ10QfNK}bF7bwm-7Wud!@V;E@={L&z8GB02>eQ#^JZ!>Am1K2vnMy*JW$f0h!q<5P zI=q!rtt}4|`cg&0Irauuj4P%Pfh`DAyuuSW*)bN5n~8pR2_QDbPn&$wkr39!pi4{c|Tod3tEA|jt<^C zjP`Q(>GrHvj(arM4P}hFjXB0J4ViFjSGp z#rj2QYpWW|uOIb$M5TY0*ISbSwI=MPzuD2308E7Qm;5SgBI z*f(^4kvlL}z}3E5$N&qzIuB2m*Fx+!Y$)l7AM2HXlm??yo49JMi0fAY&J-{+e2o<) z^UE6AKd&5V5fOtf#ON)>)J~`{X0U&BFI8dFq5s~DlKCC!pI2cAJLPslt=xd(K;7`w zi~FBEn)F*6v4Q+I6V1O(ILH{La8hvl{eeVcSz!3<6OqB&!wcgx&kL=BaUc=! z_6`pn-N?mA4uc(+_grw#a?<1KS0vKsc&L*t)MP0_Z!GDbH0k?3?`#lyB+NzZG9Xkc zkvT4Ql;hhj6bIGYq{XOzx=#N^DKBHmTsZB6R;$T3IZHzt> zzr5*C676ILx?E5Lcvz#*eL$K*=vdATge+;$xC9W(yTRKw`h!_|EmK>G29amlj!h}k zcFadkMjq*ML$@cpOqzYhMOWD)G#h_>c{tL<@fQ9_b89h*Mv~F^=J>mA96MB@CYgup zNvtLt+35O>LMIFRL<=Jh?wojh;J%yG;%VJGl+h2%Eg3tB79@`p^@4F;P2Ht88;5%! zL~6r%g`6oTt&Pl3)uv;-3bM?*$~wwEoVaK^xH&#Hg&tcBl+_Rszx>3p0%G)`xQvUP zy@u++_%2mmbzT;z{byp@ycVNBNH@;n@Dxwk0fIbkSiO)Sry0MhL(h!oQ*97s=&X_Q z6$s0R-6Q9s_1@kOe`9@NDUqPa4jssu(AC-?k}9lAr@IZZ3Br~Q?g{PI>|j}wrsSrD zXdau11NJ3b1IiPs`TG_bAKcL!7p5;?2yGATr&1>NVTdJ9eBg!Ih1*hSw6wU^Y>F5l z=M)_~}VlQw>Jtpj&X9D0WVs9p(P(GG8hOp`0?CZ(sL<$dKBQ4Cu-oj%`?h%~b9<@td z6)c-a9-LN)4?}Dwg;uz)K<=3`5;i5?c~Jxjh#C%h$jAkWwXcMrqACS6xNCQ&Rh5g> zIc#3o6odH5T|BTzGvVZ`(T<+imp42O$jD3zmY|IupBXcT;j<`cuzBhi0(pbDA}sNt z!3d0U5Of!yS!l^zf%Iv#=G{dJx_+6cjM`V+c5fjs@9{E2822!~?y8m&@fh7Q^N+}b z-}~Geh}EW16mZR!h$R7EKv1vvnP=fz$}ee))RBja5I?92R3z~ayW4T zn9?t_rT&2F`G(2(y$AE3^g2^bvJSwWw-GqVt-Z@S?CzCowh3LjSqpFUkf}d)k>*@{ zQQ;d$h3f(s-i-KS1g64mg)2^qlO@g%UM6}4ay~#hBzP7UpSd5PtqT7I^6bQQu`sM6E zPskogbe%y z{DDRcfT9xJk1s>qPrh!wlw+FZn#(Nb0BQ%; zECL(dgzL{>tUAD0cjB99J`w1?Z6K*t1%_{gGs8zuNYfx-`>xPp%;^b&-lA6wzl3bXvW#w3zTzH125-4@!WLA%)yer<$v;x{(8lA-?yerkKZ=a?npbW z>4%=00B+M{j2=dW8VMh|OR}K#VCPef7L5LKE}vg}Y%v$t!bqM9XTLMrGJXRgVfaAq zkY?lTs<8pxk9YtggBT6#k$_PAp=pid$E!2QZxn5wwFKUisuYqo>gQy&^*obbWoZ9X zc_wA9y);!(@#Ud75b5V~NhlaVgI7SjOD4EMf6fry3;2=SONoWQA!lMf1pJ81T4sOM|3qDx`1Hm>{hc9n|X9E=|WxMK6NO4`w>#x$2fd#6o$$y1t&3q z^;FNp5sZHV-_W+7zzn8_CSafP#H>InFTmO*^sD&}yv9-8u|Q*kFae{G=qV~B#zE*t zt2XXvHM>-+TN`F^S1Ynl%VZ@$JY~X!ls`2Nj)4MM%7i z^&wys1(oe{%(Y;_`+ll)4@3HzUi`~I`#R45!&A3*fnLY?Z|nTp;8zUq*Bo*?j$53B zQ;U~)Grr>K-&yyJ^}b1?YWYNJds!a>R>YSyjwM!C7)=Ebx1bD`=}m{ygRKb*15*t~ zjOSOKkWW`rCZ4Uf9O)m+!+#?#^q<1{w+y0}IMcBc;b;)}+uLEyAR=eg zxP5C~(HrLBQdQ_8-4)1A zN?D+A+6i#ff9(v?KQ4C^BM+{L%yCn0k{ZUkgSW}Z8i=keW}oYAGjOi3cI6LIW^F1) zI<7#rwhe$rM;f*`0HXg@^yyM47{Mwcy+A^<9Ju9`{$@O?l$ zw82X7bfVS1Yp1jfe+q%n=S$+DQ#%LJ5WGl(f;eTkb+*^uSGnN_^E#L!!sA(#Zkru> z>Irp!*NikA?B$a+ykzbEhv%@5rcP1OMq4H^iWS+K2O+|LT+dS;#7f+lT@rdLIgS%Da$=QXKOc`1|wlu#iq z8Wr3NdDy)Z z(Fb^%c3Nyb)Jyv<`uo#g2h-~csC0;fY z+&+hS*Mb)aCL|+}s6J}MP9)=K;q?gTw%3|{rv6_(;}!$s2GCEyiM063N2~r(Vl+U= zF+Udma=-fM!2tKPZ9XJD;A?{|&4REMtOkwU8mz|wy{r^zJhAkUoQnGeE2YCmCkscS z=}88!rt$+W^;twg#;{p8&?9x7G^#jBn;H$SLIwTa#W8eQi9P{3W$um>adj-0BJjft zAJc9>2piXy8XSAu%7Dl*2-erS_NhpQF!Jc)ew|SBFJOe3!tum=Co2L2WrZshN^aoM zQ+i3J-RXQHjY6LWZ_qj0ig#>xuD#a5$r2;Y=WfujER}XS!|Iha_qi^P$2ys#Uwq3& zp)Y8lqm@*XCOPNi#Cmz#lHo-@+qbQzs>`i*`}6S-*@^ z0hRJ|`Vz3G)YgrHINXsHi25~5!9>62uZnKs0m{|}N+%bMphMA|16*SIm%kLD_#<-k zk0TjlNxlO?=uNKT`h<-g{u;s>NmmEoKZtqp(+JmxYEQ|7ZlNT^!mlO0x;Z`uwRZaep zLr+(pf_H%-+QQB+l&_`X%l#FIn_UWSe8?aZz$^zSYShOSyCh6WP_0qr`?|B(_n;l#}SuUY7MOz3P#CBe=O8g`#>Sg0>bI73PX-wMwrp1f9MV$sQ-JIk% zC2Z7;`9c%vLFV_51Ge`XDLV`E%9ZDDp`4^&5L}Fh7L2BLT+L93wmIl8E_nLAN6n`6 zf1MUw=OurGKV9b~$tg<)JopJJn4i!HCt6QFUx5GwVLER3l3h7w0aVkcKpL&HvX z%VVIkPkPhV?Tk-(hh92i!b2 zK>daYLS@XFlZ5O%8Jp*c+&&>Y_uxwQTCvEdmBX(=1C8wNrj+1&1EvMCnlR5fq!t}` zU+(Ta`Rev4yLaZ6KK2m|?AjZ@3+Z$h4lB(dU_d4uE6J-s8#Kaij5Zy6^Eli@N_-)A zBpjJTlbqL{+vZ8f3sHEdYM|m|R#(pN^FT!mb<;9dnvmzc?+&x9VM})6mX1~jiH-Mx z8bi0w7w&trp3pm>`+Cxj?IR;us^I{o?7F7{o}dtlTtcBixF9uxBl z>G(lp$ftvbBa!C0N2(n*dbp6`6!xJ04)wGN9Tk@W(EtjzdyY4iFExq!MZOcyTMHq& znqRzfdXV#!R;oNCWgW)(-<$fbE8P@rBYLlF`iLqn@A$_}_6SjQxiR3gPu@V2j>0L{ zo(h;}C0anNmKR66`x%JXuA)gTFnsGASOcSBv~8ha>~TCaZK8Hd_Y@c>ehC5ii~hSt=P%j57B_-8#J!26gfZ`=6?B2|nIjkzi~#i^b|}CyZlM(v z;%f5lQ$Jo844{O(%A+LNe!s$WBiVi9C->w!LmoX=-JC8_U1#i~@Mx&_O-S(|j0-Wr zop;Z9qVvPiTKyi*t0L@QZmJ)LP*NEgL!Y{9F*X!Dj!YR3b2EwwP98#cz4g5ci=a0= z;>uB`Rr^J`-*(dpiJ1D7G8R;!&9i5oTx{CqoTs(-DmChwLCfNlxEOZ#5lSnOwvGhR zDij@QnCd?uzQY7D+Ug!yd9>>dr1g`z&10pP8%mCm26ajIl1O$H9Ip{Z-R}vfZ;G{C58Yf1$?S2! zRxo>b80K}bM0mXHur_daPAUjayqQ;E=^xEn#nLuT$E$kF=8PxPQr;kDilv9IITI=0 zXV1`am!aDE#cAmzmg5Jw=dbhD_OagQvmfh)A+ORllgv}CrNTEaa1ku7x0miHQSF~j z<@G1$%nD8R_iaYrA#6InAY4DX?BJ0(Wnb}@U(kX&*w$|3x&PA)2uK>0N=!B-y_w!L zCYe2}L|4i`)uFeAfsax0P#EFPfPZ*!=W>3R8d&Q@j&|#rrMhz5?Vm$+xew_~?LeReZqJ*ZKT6{mhP!kW(Os=N00& zLwfI`cVx%iGvy_to+{uxHtm?L?G&eveYyhK@pQM;iPBLe`T`6N;n{QOEncWnOh&`c zRqW8UT^s~>{oU)Gj~NqG%iZy6?o_7u4JG!ZF|sncOyXsiE4oyDoJtLmSEoCLpgKnR!?;TgMk|YVDlR(n$CFgKyHk^{S$ME7`Rq&$Pu2y1~_s$y@!^; zsPB4Ahs?P)&vj03R>eF(LCLUY!TLNKrpbzF+A6>J~nEk-X z|0Cz$pYFM}mCtR!r(XXyO-gZh%49O|5GVt%CNmGdd}5-_rUrXWd`W;?i0TYfBaJxI z!e3jp0At2SPqwNV!)Kk7Ib^O=C#GW!;0?&jS4)FY;P z+5Va+{<%kj(NXser8;&6Va;BOFtgR~$)Fsh=EzybacD>I#GUhv<10*p)i9Bb^_p+Y z2g?ksKy>m0TkHOo{MZ#mqOUSaZmWU?A9Pv>+o@9+^0DD?*A>sp%B-}}Luxlb&eaU{ zK*za5AG*S)n2reLi-@#Hakg@XAFpC%6A4v3(7g6rr|ZM!>SyiqFW+h+vv&ouM|3De zb8$NdSm_>#;;>hWMLOiwD)|J9EeAA2U8f#f?G}l5Fsa4S-!=94V1?>>Q^QgE%1=Ru zCr|Wq*pMd(6Kca5Z3Gmfv#p3Y!{|x%%guJDs#;n7@+0YVPte8(j~|DGYbq)-evTEQ zCQ%rlb>|c(MJ|`W6v3HqKH@{0d*dx%rJ~!2wF3AxLUXvMGHonq1tNb)tQu&XJFL-&~kA^)^ z>sN#wrgh0Yyl38jPE2$9TKF9R8@g=}p@p=di2_Xmp=G9fTQ<;^2bRQwEJ)_}4|6Wp zp=&ZVi9NR!MDU+>Pwl$Ex*(35WgmmTPFIJOS#?9Y_a{q8=eKjx6tx%&!R11?^Z^80 zpM!zxB5+DT=yHkMySBnxLt-Tw7lRc zcH+=HX+O$w?wGYE{8C#bHs_%Ytg2Wm9#XVxvKMg>Ix0G0=Q(NIH*+`0nY;m7FW@O# zC;TFl(qtvw{!!?24??pzM26hJkh3-!p(u|mO$2Rcd=IF8kcL2ql==m=?;_GU=v_fM zsZjq-w9-ZNr@>P>+iKrBb#mT(J8DVa4rWmPpGi~L5c`|;%d#jiy45NWtrdNEc4z$Xq9<8jNJ83h%DI7(0?0$}J3 zl_uiB?oWa2V9_Y9AN}ArXD)~Up`qb={jy%atk*C9bp5h<^v&MAFRotpPP)oEhG0dy zkT_CZHFXPGDB@O<0B;>OKXBT>>9L_)qVQ1sWO+R2&7a_QfXIcoDi7j9izIG7ZnUm{ z(IGH(I){@oRRm`K?xDUi=FEJC=!mX96s=!g-WWF{mYq+%CQy<@5HIUxaDA+PtyNAk zMMEy-=(*jfv*{ih3HtCD$3_~icUxlEC0ENGN!z)XheB&=af6C59#UL2pA_j4dSgfm z+9UP!G%{$b}H(-*iHf1b{t=g8RM-ivti7q8b`V1{hneLOFnE!uzN`_M97Hxp;2imlGyiZhb13J^DW1X&8D~Ql!U=^Dm}SK1-b9a?tC3WQyEV!Tlr(Y7?^Ozs8C*ca!6*3{RVl4tQEqFxp(5KT?SVY||6}h=;Gx{x|39dd zwN1)46-BAENwQ2E(x%OpWm-rG$(rr1gtA5lrI=9JO^baS*(Gb3vW+cdAIq5a_Wusm zq0@PO=Xd_+Jm=T*==Ji-jKS@m`~F_n_qslx_Z8uXj5eueVCk~!Uk@kS2pSM}`CA9` zx|NPRSnlM^DT*|d{)B#M=ehQMmR_8_L$6-s88^dJuBKHND$ekpiZ6y)_98DPUv}P}o1+EER+t&ek8k}0Vv=Av0!({@E3D7LsgkLu} zZ5sC89=FNsna&E0l^c&9J|v0{Aul_goJsZ}%3ko@9=vDpdChLMM`cS7X*V`WY;w7U zQ$2rojoVspv#HKb>k0O^nACM~UVaPp+%CA8M_ejKxGq6pPT!{pe1M1l{&V@|Q0{_eK#Rl*GQ6FR@dS4` ztL;y>*%#Lsw_mGcdtsUzQr!qOEP$Zx@!XgaYX(u#VkvdRZ%yd z@ZOw67&qdQ>E=Y_yHyu1U(mHJ*x*m;%BdpDUakk~#&v9QqCVRf7@ohyx%vWcH+uf= zOtK$QH7oG`fWYAM!`=o(uTYTTY4Ut*jo=acfz9Vr-E0dvHeFUgtX$5rd5)+tYm2sg z97|y%0MgYW)Yvj~D4HjS6g~#JOP8?KdZzH+iAltGo*H8wzFRXNn;q>8_AnpgxYUL} z_8Q=ZUQpnp1Hk4rQklasGb1sp7YCi|PTdS@6zsn7vy*AN8 z3!m`%XYte2O;+r2T9G4J&3`InTQb({`4YJsdy)(fZSLK7a^Q^O8u&f6DE(Pwls)>0 zz{YnR(jApuviP*KFoYY;XX|f=OOpaOHZk;uWM;q>U{9ZliCpW zHyDowu69#iF72JMZ|V|{GzE%=i=4j#0MH|q{gh!)h$;#xPkf!&P-@oZWu&bdxQ$f9 zvwyV$=#ek8F5252)zpdr|8^rzZFD;ki#V|r(X-()Yfhx0S&WwMNA&*t4Z1~D<;%R| zBDoej-;o}cDYS5>f|j=03MI#L6Purl<(bKy@xFFjC^lV4(ywG(IG4c^ZL!&G$n0rK z)-6e|>kIInXSm`O7Rn1CD5vuX$<76PoUW2F`4PRJ`MIr(P(fk}uLaqB_uOlCV5tEq zUi(n7f?fMD&&&1oi=KU6x;;4A^T5vgX|gOBHqqT{_WP>1Y#ZMaH7wqi6KQQOK3uRQ zePvH4Y>-_yMhuw$rH^P!c zg_o{p(!2}>Qx*|5oW-c$4j7lk{ip0iJOU`xAdLX@(nR+FKg);aKQ zGXMA?_mJ*9%!4HLs$($$IvE6EFRncyYawarWi|ows^dcHi2U z+~I#fl6ODvf*Xn_hoc7cY%I<%7m*kq&P+eJCNaKy3B@Dj;>NulG2Hkk!f9$=7!hg0 zofPDUdW{WFKQ9d&-Q0e!d~-fqu2C+<%I_D6&TDEG(c@}2(cI&b_vPW0sXmn}Q$n=( zVTv-_SORvD)AnJD+s{;!kh~vtn%3J^w3cmT2$!CxRI&TQWoY(9x`G7J!_%yRTltWu zmUc;+{SuGuyXE8j@3F6(|GG4ndi={IpE<|pOvmS3Eut5aZz^T*sK zXbzeS;j!XH6%=gjnf-Wd4(M(rQl1kKzK{j1OC$WF70y-~l{qjK@=LyxcnGE5?% z5Uj`T$q{xQIPe(>mup>s+$&G7n?yK!RE`)KD=pUyavs*0Q4o?ee<^PS+AyE+b*Qmz z(*v(jjC$t4>)*wRdjgvH3N+lOMweucyMEFqYw=@Z_yzj!!J@81^BuyDAt@_C8Hz)y zT8Zyw-~6jB+d)$;tQbxQ^{Mb=JL!D;GFaIWN$o~{0cAYyV>CNp-wmprl~A~xXjKn> z`2(TN!Sr7MsUZ>2HMsTazDpu=MD3}frEe7la2>%tz@UB3A%Fc3-7c?wU}gVld9B~8 zkO%u_s+1Fk39CAdph3b;JEJdy*WJM2b@tyF)w>?QHnD~G1nF^%IBr%lu-It7{&J|| zfydkLDJ!dV=!uhx3vg5+=^?t18ekM@#tHa)pSs`U;;gesKiecAY5{&nV=ZH01Wp0S zJ`}+CAX)aQRAvFb1Lw~pc(_~Ao1PXOAfg?dc&?|$b<{O=k@wc&Rb zXmmsdo_=!(oTS?r>LP3f)&uQ$f~o>Mr5Y)} z0^JGYz|J$K4aRSnLKF!zK=?yWB9uY~O#x-us9NOs$z%&+*%-LBUnrc%P6+mxW->fb zo#O37)DH0Ca8+GVMiEtD5X^_Hq%0z5!fB0A&nZoF-T~z10^CSnHx+pnT!2kZKN_6$ zFSp)5i@ag3MDTCl=Kra(0v~09sG)air~~DB<;u9=9d^=fn#$w0z4O9uy+XZ|KQM{d zmyQ}aVJiGCZM0fTjcl;D2nvs##n%&|g@jFnDj5s_`Rpr-DPY-;a*aepsL6xaw zWH_}FEXKIsti@*ndU94TNjEdu|7593gIMPo=v!wtzVD3pXGIO0PicogTroqL3hD#g zkKAF2h^&r*TQhTO9h;ep_cY)LIQf#9grhZKi$Ln@fSe#u>c`KK#bKo$hyZo#)T)yS z(SYkY2VkwQyFf06l`<>I?676Vn-@uD+lEmRze0l2?UdOSdEyV{hOIswAwKE8hgfc0uUI5=jB z8wGnwH{rQ0CK2nnaea}%%Jy2X+ydRt+^g(LfMs27DlOMwkC%o!oVo3w7v1#RbUon7 zFvE>)kh~405f11P`engogW`wqf))&p!vk*^k)P6nVLf2KIM4^KzD&QMzbupc5hdiG zeC}@}l>B9TgxSU0|JEU9Y^}V)0J4*7kAZQ6s03pT3xMG4Y?W7=M4%^-^+|E%g>*=C zz}}Hj2Zlkwhd?E$OQA;2k312~$fw8oeUsqY@*{~uQZx^WCUUrM$OL(45|Xm{XbW2_*p`!B7#VuKW4uR$_a1> zwLb6?c?dqvRsdv!lL$+O>EWy1;6W16Y4Ga4DGh+k`>g@CYleiAV-RKnC8f>mxV)ul#FBCID78#`Qtp?Dls z94^=Uh0u#(yr;+ckZoX)#`j=o(iUpu(-e{8I~X)xFb>E?#dIpu=NCH0yXmJYtW_ip~uah z#0Y3i7f0nokR#jTdc1y_o>DfK>i$zH^go^IN-isES^r`favSHiQ@?WdW07w3>YYB- zC#~p5ud>(Yu-C&|$wQ~>r7Z3jG$e%R95Rr z_Hw_1W|4DM2|?+X*c%2|)*Vt1^A3x3-V@W>eG53&IV7-;TomD|?ecGR9=C)8>NIdPJ+ z&l7hX30M{BTUM~^jzCw{E_M9w(TkPquI&|#4PdF*rx-O|C7%=P?FDYi*;|X(PIh3F z6iYh@-uyNsSXO#G@metrK^qX1Im+agZ@oWaTab6`AHZ0)xY%Ohx?DOC~DyT zCxB&?G|_20y*SRS>C9QL|Eq^B?EbFV`CTtG6-#1P$OJVe5kk1VQzIt?z&1F?JrnoA z3f}Ls1%%^W1nTm@JXDiKc;XOA2u!xac;WhdQen4swykjWNYjx?#FiW=eEiw+lX}Hv zf2w8mZ&uI#sbl=RV6T6mH*8-#AVb^%FNPKZo1?Ln8-Cp2a+_rR!VLMG;#aiJNyMTj zyvrC*v#hQY1&dR1xQ8>6n|%T+{e>)f%*{vCABp?K1w0v}74H^Zg-g=B84o~ocDW(z zVzjrc5R5S&WW8bZFhrqzOh{r(9eH+)>1uAn`kTYM>&=KeGsA0Yl#m;(uY2GFg?Dp* zbh`vMK_knD{TP<%pvV{bgr|%I03QJt<0cUwE~qh$tF?#sOR(E z%d5u*a30yY;_bGH{c+p63HJ18w$D8m4_!DEuH-9rBGz;3a-JJJdFhpR!g$`x+q4}i zU#59id!1fYnP14Fy%dAfA6zN7_O*t5zWju@0_D*#K9P^|)CjhlAMU(|m>|_L?_Rb0 z$Bp;)v>Nzb{#l+;i9C zjR4Q%S7tJrU8kOOTq|CM4AON8bffWnCP;bNtUp}J@#VCy zk+^u`u7HHPIvWD9hebDxE-gP!3D`}G+d5^SSh zZ$gT~hjHzp*#(`&iop)`_~?ggI=Ek{58P8eH1P&oo%U4qf~x4blGg1ndiM30wxS#S zjtSTmC0IXa)mv!3mu+RUfGhPDBtR2yt$0F>%ENHzy(|1=rYL4BE*7Zw6!2q`SUy%W zX-J`P6>da{t~rU&2OYozXU7hICz;y2itwGrUtfK;3n1wa++fT9&%H)7jJ}tQYg1z} zwKUdW8#XAHzFH@6iOxfo{qG|E2@4Dt??gCES2?3CxU4V=kJ46FnZBjF`JNEoz3M3&9QT%$aGL8?kKTTHs$Nh&|CwI=3u zzzUxx5m%W-Mfj_vSLZ#v99Fpxde<)b;4~5Znc6TQpS@sT2`iOhW1*f4DSb2BVAIWV z;N=D_Dfoc=GNASyLk;0Z6MEmwl!-;h5pgF$V``2q{OedMlWDs=lnK~Aob)?cpk%w2 z4vkmiLM`gq0U4na?FVPbj3!WR0FUrEQxaY60#aQKqw}Rs2SHg~j;Ts`n<2~(@2y9U z4Fl`=~ydIkmdsJA|;WQW`YB-KCW?f&G?^Ls#HL5S6683c%Zy1sKcmzJ=4q7jI=FpfGKJibD?pUDdnan`t z!6G^J$#)BO?Xr9*cCnVkp`aCj5H95-^14|!qdU5bv=hho6F=^_JNPz0qoMBj3O$ zw%B}x)m@@i=w|QpoRDE&pCmPr%cCYPf??VNYaTbssV-BtbJGxI|5$%R(VCIIh-TsH zVXgZbtUq_W#!m470w$GBs0 z5#k^R6(}0IlVl${^SwuaKW_)+1bYqGZz7zeY3C)7E46OkvL-K@pw*3G`-?@(hGp`( z*W1ktRd$|V@WkbY=39`YsZ+AajR`7mjvQ*ec?dODss+a@IXe!oFEO4(uxG8~@Lur3 z*X042h)1hrgxruvk-BLu98@3{8{p`HE~q1iZ}cVj9*?>O4FqUF18<@zA?$9+n=oUJ z4-<%u6L-K(ofLz6L3)BzB5FKV+uF46Dyr4wEi|U}gf|Lw;1FaxQjt2^>#d5$`zPXk z>BVDwV;23HQ^#s1xD@QUq!ZdK+AC7h^|^I^`pXGEBX-pdoa*lKpoA(Mclx$x~$Ct4*Zc|?9EGXoXym>jxs0V#5I!T7X`+^I?GnDG&uLe;EgbS~&qzFwn43 zA?jzT5vDNg8C1eRF|30r0)wVb%6&`)FMSW@t4g83?gw(1{w=7E7W4$~NFwT2D({y$ zxwtQLa-U7l$(^(R{ASqAoc)JqcA_vli%95WU=CiFRj$JoOI1zv``vM%W`dO-E)R>e zonSkfZF=g7#aiWK&6X3UH5jIdh93+VvYDX8(95l>@84dxuG9YdvxOJ7?c8wY)cJ4hzIx#j6 zKZ+LZZ&JM4UN8FA}jW88`%7ZE~?njyndqJFKQBDaJMU+d|-L% z_R^j1RHrO&t+3E?M+JLKKS<%kt|6%~hT=(jJErFSv*JPf_9e25?YeC=c;STkn;^C7JQF_b_gq7e~Pqh=0r1F|& z+I(8>@&rTI?WH;bo0{AxwtQ@Ydto9rJFXMg=m+l)TLS8MGAQbDYnE~+RZ8V3iqlQlJ7Y?{6fB&Gi)b|6QN)^1Q(@M8Ls-}BoLU;&XI*Teny-r(+0P_n zb8>`nhVHxYgv}4i*5wqxymUSK-fYvR4y}QN^M}@g+|M(7FI&%iCn9YNT_|I?(QgGgv9Y91%+Ji{ zaolL5D38Ham%e+JzE75g9cQmu&hiP9ROxO&l*!wyy*XlO^9Mehn`PzTC{6^{cA%t^ zREP%pBIF0weWeYY7T;2|f*0u=*bhgW71Ko}&UT{RJU+2i7 zvFt6^Vo53Q41-#`-HgB)Q#`?*bD7NxpE#tr&goP}ScMGjcxrV2&6NfbujlWz>`AMv z!uM48pXUjDrfp1$UBRh!YGLlmyx1G4eds-K8DT*p9ks_ES7V8(R)CSGB$~Lr=+xpaPuH29XMk9^n|C&`KPvWJ=0=+dd{_l`Gdw$Zu;|T2hX;T=4Bi? zS`cJ?Ls^R&npPSI3k{3AIZ4ZehTB8OUSXm_mveSO1Qkqu##xDPW|!G}^ZzQd3f3FC z!b{mi6=%3^20AULI+D%z;po}shtH&Z6{B;fP-R&M##$phH{8rOMvtJ>z}m77RtAQS zBrF99_8Ex*z}EqcTz8rsfRPL3ar#@8)%Qo0d_A{fx?>sK2CEm-_s|+VYEX=j)F}D} zx}P{d%sEs7bfEBe2^kSj@x-SKf$}a_vgz18Z zlsD9=11OL;0Ea+FeTLNfrvtj)%+~>qDuBi70YjKJ;jMI~antk@Kk)aL+ev3bubG&< zhE(z=Dkv;ziM+rw%`1iUJ>Xh(hI^qMdXdb6e>*G;CFTHQB}P!IL~^!HJkf=zscS7~ROGTbG2K-*dmm;Til$KE%B^prWnq5_)sRqEp+qv-6D_ zreqS=b~SA1Ai8J2QsPOk>#kT>IT6<*)o2PIRA7hm&@|P){4psC>jz-yV`ht1?Hk{Q z92b9izt#AnxI|r!SNIVcx?PjOBQOMWcLTO;G>j()f)2iW<|M-P`XquJ+Zd7Vl6qod z5>ZDN#{ix;qTn|#>5^{rG4C!2l4{pGJajT!L`&P;{H*PwtTwxC;;Sk}#(UKB?NdQ; z;hg~Wt*Ub4!&%S!D}-E5AK*N8Cd#qdM(%#SC+}Iw+thn=@kmqv)22k78c?1nScD$g z@d0GLyFozT1&A0HtDurfa1M2uss9u@^L{9liB+eBmVOxo{ss&JXLAGo941JkMvcJ| zmytNjdzo5bfdu7Gm3+-_0evnWDO{bp@aE!?#9s&G`~QiFbMfe(k3ZkXKgxSj18D5= z?gPE%^=k~z-$uEe3&EH0V)Sp@F1?hw{twgwcfK^0r-*U zHY#(0;dk^#nhL~auzdeiWo=`RHJZW(00w^@baif{0_0V5f#DDB2>uHxuXBL`sI2Bj z63tbx<|a`Jaru{DKR&lp zL4;b&&B&W;sm!%h{>oj>TtNDV15)gsF)WWqblI}y{+pi~p08c})D=DNGmcMD!bIQb zL)Niq)lVIEl`D&^d?P>9n60zb-SGBl`ng29U)5pBRzI>9k{{J`t`;@azZ1&KB?Axb zfd%1UzVi8K(hJzYVq8d#P77`VZA4m2RyPTF>jEU(u~ZV8u`+PPj=qW43p2LW1UW$x zC?m>v!(zRA_&z<)j&G@aemLC7r_o*QQPUxwy%MTNBRexVz z@VZoR5y$zx#R$m91j^$x1*SmYPa&+0w+AIR0J+wCMB(@>c`LyK+Slve^Xe}35ROk?s%Zz*}B_I5>^2{+rFo`63_tN z1v*cnK;bi9gYGmEW1kAGAv?09M*G8Ft=p-W3sk-^g<(D{h`Ta@gLK@Bk-G{|B zt96+sF$u=H=zQ!ro-i0SDh)&%m7UjjS57pc7}*rz@7mmW1pUGhu*MYgVUR>jX8cXQ(<$%ASDX^K+@CpEMn6y1 zRCo^yWadF*Y`7KEGfH5sp$*;sP( z#_o>Y(iB3+BS9S<$xA6Io-2$Ou3OCIt=U3Y1a$_IW#HU;h`L5HB2>*-#K8VT)20`J zdK=`DY^+ZzUB2e_GvFrvr(>M$wZt3hS`=AO#B#QRE{b|F?6s5St;<{V$ibaz)IPAr zM}}qFW_giLfpD@W0>bNH7((NHf3GwCKia#`650-ij3ld3$AiH&E=_40?uIWQNtMho zc8ikiSO^agmn_&yUJumhVldwaqDh~>3kxb74Q7y#sM65T!AU2h_Do6+ZtX2&KP1>PRlD`*ce>VVU;ariYOC!NzCxB~H>iwbbfsYJO393;flYX#510((*=98`k z2p-_-JUEH?80P@xVM<0UF+(39n&XJv*{Sz89z9F0mJ-Kbgc{l00_CE{q^D8f!tekS z1-^C|MfW03LHlfQTFe^D*I5Fe>&S!{S%{W^Qetu%v_n1C{Z7j)(eZc5e>!F4ZIrNM zyp)x7V@hwQFTL4;HZx;(Aa;@|y1t4)ODz}v_(h-6#?+^L2RHhogI>GC?1dQ2tkr{XU>goo%{ z+z1PDybkxwTDsC6Kn_IVjMTA2_fQL;`@vAg`>|;j!ds^UfUM*k#jruW%^4trZnqfr z4UV+nHF#SWp%?wDuj+^KlP{BXCm198UL$)lBqB0+g}!gH|BR0%eaPkDGz1qRNgQcY zXa;}{-T{@aBYH4yC8EZ(pYWXiE}|uOqF)8m{kfOH8DI<5(~Z^p|EL__Zf zK%p)hM|VX;4JAp@{UNaGbO6Oc>ew z!Ab+C;cT!%RdKu6JIPKW9(XXoh5a#Z3{?P)NSR>9`=sC-rla|7mGlDC0OtFdj7DE( zGOB^?aHoDYKuAM9`;+6u3&A%7IzR?$Y>m2Fhklge4n_-eD&xsve)E-BWkY5Hz0uy)Q6*F|{L?L5MEG zl9}7ocwQ|@ccKN|#}+wQ3>E+|QEJvh0yhze)xjTahi+H7=1{$_Psu8bIV39gJ4yW2 z22Hx(dvFz~LjH+esRicQ%-IF`G2cd=%pq`a&G=Y)#Vqm8tP$v%oZup3j*EGUp|WY( z=(NlDF^3nl#eF-6+bzb`;Losn5mW804UMTWLNYh}HjI85oMH53a7O*~+dLyaCd3y0 z_aSg*DB=^VnR9n6As!qa4P{{7)r0bi2g<**14XzxjiRib;`GjrjaTYt?pVPjRlitS zOTu6sbH3Ah&0#6}4Hbrs#b-TktCsm794-WQkpzZhc$7|u!6yQ6v@HhF_u+?Y7?4eO zB8@@8N^Jz2>9Q2a{UwJj7&qgAoOQou9{OK?Im!(dP~=ybL^uUU(0vm@oyoQM+q(XB zeg7H%pB)?%-+osqzRdOu;}=}#oy(Z<`tC`Dih{$yb^iWmAg&w$DPm$OiYnWOzx>Vd z^uM4BvjMitWrBz)k~fRnEQaiC=7P6$NO_hhx@F1HYrD>{F6fW$^T&Hq*4bb@(aQ!y z%?9cF;w6QBgBk;xkMD3_lp;;HY;4HsCwknrMz3tpZXo-<({E^KN@&<$@rKKDC3o(U zG^gTE@*=JE*>0hU7$d%CZb`dRUPK>ib7NgA(ZlMCc*5)2&IrvBQ@!*)RA6Bf>p|}8 zD@MoiFOJ8vLBwTkidf;yCQ|{vyns^9ms^kImU37Lx%&6AOz=@R>-rU{E%;#H_vWmx zKeYUkhR@UFhr#O?-H;Qq>%-SBm8)VG9OmrUj4SX`wPqZa=%*{0uDmYl4G*^MS+!V1 znP+?UD_Mo?TR0h*t8ZBk#3wK1c%@NifVh`Ft}0k&39hr3*cuLmWT!;~X9p>AeS%#Z zj)>}`9Ii#^Wx$M;bbi#je9I2UJ=;GSoZIWeYp&($S}Vzcuya>j;IyBZ zj3pJkSeKy-6OHQ3R~bBj99LfIuDuyj4j4%}Yv=;CtFx|4?JNk`E1LB(ZT%uGtK>Va zW3)tB#IUmI*!ovl>Q9VeiQ#eBD=zP~w!ZR38&UtB{OX%;*k7{VkjIj2$spWuE`4hz zrK@$GC>&yO5&1Uw}JmEnbe$aAo^1r-M+YRpTo>&0HB5BA5Fs zJ8mCDDr0K|uScfck_|scJQQB-aaDQW6Lx$lCP}Kee4n&qC6~QGPs6?|X9cqli_%Jw zkz&W_tFLkLfYY=t2YPq5_r8rE>qrniR__O89LemM1w)E#|=WP$g2Ydt$Hj)ZEo1$H4@ z*tj}H3Va>BJ;U3j7CIdu%Q|z@6uKV!wyq;#WH0M^$Z7eaTDQn{yOz7$Mj&!mvc7gw zjnK09+n-ZCZok4&u*CaR_?SX*IQu-20=B&(DzrULmnIQzu4e0fuy@*t>*8H5jp@bM zt!zyber#Z_|G3lgUQRRmQOc`cBqzL4(&OUw@ZR}a(T!aZDJvb>kHXyO$P~M6`e*l9 znKy<%TyfAsU34|9d}AH+2K~>rC9=u=PIib6heg4T%MomJu^@)Cp~H|oP}iDC#1-by ztNdm3T@DYWX#I-NeYrhg$l&XtTd$k|N^9--5Dio~_VXpoF1f@)0^_no%-}dP46XH> zQCCUFu|Optop=qc(Oai((Y|9-Dx(Gy0m8*=x#ODc{B&0{s4sO)Iz1dJS&Snca1(+hKx!Zc<3KxJZXQrJH=KH*o$k*yzdtnRPX z7U1KR1zV$4FwJAi$D1Co9)h4aAXkHlmf(hougL#}41U3Cni{ni3UqE94u)0Hu24U>5%7a9%~|>{zL+g9 zHC#QMK1A!x=I>-S53EIY|19Hr|J8B+)1!Q^fiy|mtQE`B+fesj!ajV1IcPq`KXhNB z(t)pHb<|XeAv74DbuNS>ErpXqGghq&QO=9-eHucR>WC_69P(7$?Adr!$FKj$b@>Fv z@-smXON$?zxu%!F^5Gnhsu&xxRmP*6C|-!+Ihz-MF*V~z=>wjnyYF06d%0Sw&dtRW z@8<$4OB|K?L)_Ve*riaOYIL;BO1Yd$r1~AC{($eIj(bn=FRIwfktuNGC$dGpz&TNV z{%cK0+NGNiDJB{^&yZcFLOdSzxOCHS<3(XsNtr&}7~dn>weA5I?y-+{^tQxDq;Dt307IeH;ou&t3h z-+E$TH~NHsU?qHzVJc1%da;(5--K)TrIedI3iG@P%m?3+~&yFB(l!QoPoRf%! z>$6l^;F|8wpVp%i5YDSW$%_3AI@vrd1tpMdyli)-JEu1iy=g-+gNW91T9gA10O!M0*YK5j^N67l(H5=-Cm zlPC3x-k&XBZt=2tl{zltP~YCA`0wG)qbTx85fr#7U&ld&GCx>Ox43|CTV#8cJbQd^ zNK}E(ku$GSJe*RlWffi$yz!=ajqqrRf&|+KoM9zpjp8b>hF}>RgR(WU;z;241}tmC zFpsJx#4xiU9(ooEU8h@tC7-?l9YNt?DgR{>dUzTRC_ky@wTKDR?RJyeA)2}4T6ldHm-Po~wxX`+0q1e>A){d_jrKh{TZ z-?HMil4qP;8=tB=uD>emp=&gVZNJ{?2=#XiACq5W!GDK-k`;I7neH35Yny)YW2{s; z{o$%yoyEt@)&TN_mGWxsWmg-Vr+Gi!5jvBA#^ME~f5_T!ORwoC%txc5d*mbS1{&1cIU1qyDx?i78MXIbYy-{H zn@;IHG64=J*jvt=)P`5rZ^}Z26HFT7^8^KVhZyUUPRQ|ejXTKE{T^BzMfCc@s^xmuRx^?+$wF8;_h9y zy$Y?6X0cDq5o9#?JU(d?UJMXTQ7b+VREwpALaqCiP*e{53zsU96~ToB4x3EQodn0F zoS8Ok>%w+qUY;=IitIzLcPWFnyXK*m4d74wq7>Ep^3f{2oL;%b7cWjCSP@1qE?j0C za*&8U+Y)0GVay*A7PbA2q4Ba~JALRI7pT?J?4Izt<4gs|v&rvcif&_G?VHE0n8^m< zo8#kAxkuJS(S?Q|@7q80Qgs;h`8gUz9(R&Pkvs~9Jg+&2>I{SoM%c3M_#`Q_s@ULo zP8m8f#QCYliWT*?eJPyw^OS2r{n|GDYyW32(3c_S6W0^kQFpC<_|bu812%Het8eSeF4?~BxQ0sAr|U{WhDhUG z@3WIqDWC!gd85Y!L4!Ki)B;}XM?O1=Sc&VA0gKL!dIB9NRZzMZ0|!)Z7n1Uf4EggB z3Q=CK&z1`pCClEd4%$aDH9zAExz?m3e^m+D;348?6vN8mldfMrhH?jL1k|gTdK=@z zu=1IaUV9-MzGJB_W(=MR(7o94dH-B>%a3d`k<9xPD6DMxe*pge(#}JFY3J2UxASHW z07;!WGi_S@f`t2+;+Ive7z#gF9i1nEpGAZB7SyTl!I*$;vX#(2R4*xJnE~cwieFCH zJWef;qRelE@D_|;>g!!W&EW_WRq*zu%NnR;3us6~{m)a9kQ7#6BcBJWXW`~jzsb4O z?;Du=Z?A6U4@aGO-$B-E9Sfk==~+8&efwTwHD$w_u32?1+c9;i0cRQb)(U8X0Tubp z_#7yUGL=rj`1erH8c>~p@bt@in#V73q>|k3=CT@=qCydR%)Z3W{P7QtH&t|IBn=L( zCR;vxGjBwNyXa}$cG1ORCk0<{$=%qyTOn7$%?WB7FquT;XB4KyJw1Gn(73DT+2sH| zk6OuFJBEBE$2mL^bOwlI45AF|ZULF1U>4w}AZ9RFBW@^iR=LPI z9m>S-?7L1sJivwDR@6t5vkctCg6w5T4jl$uh8!8jlN>e^f#We&?Y#3olwNxJ1!n4F8sMHDa1+ckdXy-CK|Yv+h}& zdKuh<4Fq0C8K>;IqNovSXlBemvHI>szJH?xTN{!cu7dXrC)_d)<~EK!z+QrDSh6i>>w;ZF8uL0B@fe2^BBp>K;-noS zETVKh{K6{h@{P?YCHZ8}Tkk$hh;bRQfZOcFFemP2q~dDgMp1iDdy>+^HEtmyk)pS{!$qI8iX3w+ z{E`IyM`dN|-8o6A_YDhcmniN??&Po>lfIC%k@0fvD7?-1MYqMn=X)O(Sw1veer4z5 zP=AsdDG>uaN+iq#g}DytpN-3vr2&nHa}IMl@mUbqIi2`dm7DJ7;Ay^T0Mx^+S7&jjMe)wa zH9vRkSDF2bIi2`_q)t3q+g`p|d!Hq#HRp;6%_+V^ba$U73}g@`itphJ%qN`&ar(`8 zR9_2 zw!dgV+A&RiaKRf$ydA*N!ABcAYHTrbq8s#mBJ=m4Nh$?HoH`G)`g>RSWtz9VmJ(Kb zW*b;}04Ojm@-XAf#VoSW!XrVpqQ)rr(WkU4yO0g1d_wV>uu+c?ER9d@4Pd{TL0L*E^m< zl@GwB?g!6$AYD0LVr%pgPP_nxp!_IE;KRs2=A<}@2n)f&tPtr8H0z=IC>VUYM}6L1bxgbI9D)JeV$c}7RsatvGq>_Eq=QqsGE+-Hvje>Kj zw;mW>V%w~xC?Xc9zNdtDcp#KkTnCgx>tQZX_{y8Aj(Gk!JJHkwyNa*xMhP9P7+lm zU(_7$1IccnveJmA4luaQFQZ510|iy$BCvFM=Kti18`+>>Mm| zyb;_T(#Zg?S+bO=UK@!=-$9RXrhxNFpv|1P0!$CsFYdrOSmYcmat75N+lrDKTVHw1VZ$C z(jE-QV&>gEea}{Xxn~Ea?^y+2dLWJi!UL0#A72%I*28KycujjZ)BL#8#RE76K4W;m z2JHW=G3tLhwtsYR3$q{eKYjdcm5F(pm@jP=^kdXl;|jiKy!+esyqotMaKT-id}VyQ z#Y6)HoZ0}lz;tT=FU%~?va~f&sbDHlD1QVo5^I9xW8A}a`hXP|-_M*il>GgyAwD8B zU;}dJ*DAom@0<$z2IW+JAL^5yz1|r~KSYh>@RYzVXY6L$I%frP-7O$Cik5dXtRGQA z2IHJm3V?~Mlkf&ZelQI>(F1MXr+|b~jtjhonjxC*1K@{_8i?9OcssKb_04%biQolR zLl+fb#ba8p@3-S9{8*?NNnM;^Qc6VAz3{j}KgL4!(`0;1r8h9UF$J2-o#ulDVHXG| z<#adez;f~o%*@6(XvsrE+~6rRK|g+;X&N4v4?&G= zi-VWzf1!2E(PDnnWb$I70Bi}r3H1q|=zP7`cS4;PPtzrE)9-4&eHpCmh@^G{!+#y1 zXLm?ZR`o-Dk0Gj{2HC=U#0ooM(~H}YJ~ifNjuwM__#a7&38c>q!gHiDhvN_XAa;DN{KyF(YQ`~KD#2tab$e_-$O6R72{6tGzK|W8 z?K%qPkob-I(4oyH7|1vS8y-Sjm7($#^U|E3kbYm z=OP%d=nny$q$fx;z;?;TqehCsRZoVd9GAoV046Ci118De3eg`wzYBIIKtEigEjjp> ztoECyNE_&!RrE$dn0T75HVT4TeAge2Y=3ho`oqWZj{yY!uwLlr@;kFiR+7gsaC+(p zwgUN$>^SBy`mOIj>hW#R@w97MhBko0bXGKg?foWN>v!`cQ%nVC0lJFogwlp4OaK|~ zzT)HWs|%iR33@~sB(r@aFzdJ>?gL6@>OznVB7)3hCohZk*=BN3myZ1wgKf&CoT@== zyYpOqCGSik+OLr-MdJ zTiM+$n`-JgZSC$x$`vFY%11bC{o1!!TCK#_j)?-Q%DqCfOB!x~8+#or$cgvCf&`k~ z5YI$=L=9-Cr4UW*Rfc@d8ece$*B@Mgx;= zrPK;h_&dP$??dl%c_9y~a%<_(cr`B6;(Z(uck0@lpce603TkIpFSJmLeO<79)Pd0}7PLY&BI+He0l$90ECl~dAOAGl z?+=U}`wqf~kN6GH7E!?nMs?mM8^JBOvDmZYXGgFft>8my?$AKrB;xQhtor{4eee$) z;f%2Y3x8Nvz*hJDC8jv!Zv+zGmvbG`tpHP4d$P&BlrWGEmNX*|sDCv9Oz*DDK)a8nkCmxDOIfeFM)_jb*3#9>TC#^ob(tyY z!*(8S*#+DET?%er{lNG*h83ztb#kAdMCgMYr)O=tN%qA`ard3(OOAA3U1`w@jE|m z$o$Y61V9=a07!!$1`M_-lE&-l!s?91j7G8n84D}*5hhgN+Z$u(rnTKgP-ZOvIMF>7 zSwY(s#JWrH{*1$2^jSR{b=;kIuLu)|UG9LRdN&};6bNvG_cM`DRo?}wOkam_#-o1c z3!u-ik{Wgl3E-|E*<#M=yxBMZY6}o__$THwK7b^0hhF*Y$2x5}Q>)`(AN|mv+F1#O z%ZXO?Ah~-WG#lifD0mqB6e>jhEHxtCR8RK7Ghu&Z8&t7W)$}FCwNB^QEm8^ zT19`LkE#2h3l(SK29ck1p?qw1w6o|8J}&fyk9&ApyrQ-WC?nEs#?=^H8qF8%D`BNF zY%J7sAu$*TS9AgOmML5@`qdGnrML(jkOOjpK&c<+bCK!Ygk#iW$eNwt-QQP#jQ~1X z{LCx@M>?%@mY05W6RPhPw6SnXwUTK;1S>L*7pIt z+61%-m5EF;vy(LR^~|~dAa&6+l%Yle9nK^Ia9D*Qz_u2L%K;#F`7|KcC4UN#+W<0m z@D5)f7sE=Km1K6Rdm<)KEJj>v8anR>##xLrCC@bS}eLz2J2ClswCE(U>&bd5TIeqEjr!GBd z+_cCRoc4%vfVS2FPRRon)E?js+=RE%!PA(cTc5aZBPF=M1Nb+fnk>Q-rM~U=fF-Sa zMEHi>Xu2$5rd z^CH_HmRo2eL&YM?Oto*3Bln9%B2Y^rtDy%smc_| zfAIdSIDKHawC>9MlFTKBo&zHj))VDukZP>Kb=sbTj|9yT(?E9zj@m^r-VkOe5 z$=i;l2=;%glB$E4GX0sSEHFj`puc1=V~;}0Sf;J((m6~qv@94(4OYBgy`N_ zAhWAR?|`9bkozu<@{AS7LH6&6a&xStONaRY&S+6MAe$_L`9`e@g$RoUWFu8Yw_Hnn z;!49E(1S=Cp0KtSS_)8ob z0u41tIwI!hgUZ;-$|Xn9!>JUEE?ECxcKtLao;kzLUt!o`p;UI5N!y^k6}P5b=ekHc zJD$oCc0XGM*vAf{Mrq;<8nWZ81Az{vEUbh+fPqt>6O?SO$+I@TO->1;dEb!iq>K!U zHy@-u_Moo;<1*gNxrlmAJx5#KYqM$KIRA zL%qNK<0GL6A%qx(RFZ^LmZ7qjNeK~?D9a>-Y{Mwow-8EY2uZf=$}(hMijbYL@5_v3 z472om>74U9bv~c_dw+lTea`py`Q6|1hsTNYHs0^o`+8m1^?F{<>v+}?{%{U0LdHtG%D>?`r(c^nR!S3sxQ?R)}DL&D7eV2u`NxWBmXZ5yx-O64S$){ z@_q>*Bn=Gc?@FV8B*9^7U?hA2$mP;D47MPCVI=$JIyfb&az7xj(-bAYAHJ|Z=3~E( zkk~qslJxHXa_|cv7*fKB-@#$i+Mh5b6zuz`B@zn&L%yRL4*~AS_A`3)aT>9#I0UK{ z*k{?Z#Wg6MFG9K(DFD3)0=v^lD3|+RmcRb)K>mAD6?WVz7uc>Nz)S76aJUoTq@Pev zdtVP~7KQfyq*n1WfXr={vGTJ9_0MxQ{_a5j$4JQkyCzlr2pwfY1JTRuzdAzVPmb`H z;c_4w`aWE)@0ST*Kf*|^+|>Y`R-a=}L2UA6;lDwk4a-iLVJU)0$xmGK8PFdALPiC8 z)fD_n8s*73+6JHuy9^kt(OLocn`Vm}i`!CNxZ&|p$iLLS$CGx>8-Q0iZm?DHY|&M@ zMv4UK!6=;0)RqfC4Legx&ucw;CtJd-wYO^TEV7t!p#_EIRBLS4A>)!Z<(|cj=UzMdh!rDnKp3KZFD_JC!+h z3UA{#NbMCdYBEi%RzOQK{6%2-wak5Vq{XzB(x5MI3LVjo#9HnNP!%o?TSG%hoMT4a zv}R&zMbw~L*{wYXUU59uYHSulb{>BAZ=YoS8zxt%0P;DMd#Cu@H}mc~MjCNB=24#SXX@KbchHf$eJvBmPdP@weRSf< zTi!ctutQGr$Ve_1SEYsDt=4^!zLlS?=~tP9@$9{&W7jKW?MWJnS4AxlVJs%sA-oHL z$wzn0OhR^!y=knhYQ_E{qW1@i^S`YkAJbG3=yVdpf>CXIuwX+jn8XBR0sPk?qW}daFH8ev@IVC{}b5zGk;7_rth7(-h2X{~sjcw<=rzO^JBy599ZM zH~3fWiQ`+k3H5$yTl4pdSAPe@GuZ>tgb^F?OYr3^>VI1B$Bx_oQ1AaoO7~;E-|>5| z&ENIFzw3d2*8}N(8JPKZJ#Zube|SBRJ^;RPD1f>Gs;6@$*@Cd~SJ3rVT1fV2aSm~d zN~d7(4YCib^1aBtdsVImr2tA6&vEO#8}SRR=dNp1V@Vt3-yn`ajSD1!Y=E>`2lBv? zEz;(9iiMHTI|IXD>^K5k)3OC@Z1J9={w*N9BXZXA7K zIc715f5v)d)#B=>jASc7iygJ6(mOBxlI(54bOJzn@4*LG8p}ASQDyK4W3rX&H8zXk z8@K^mI9Z#bQGBVJ$5>xmm(KI>9xhV37t07V%$uzgUli$>O?s~5YY^Lh_}J(!eT~B^ zrjGqg2Pzc569k%nB?yFE#J}|GdTFN^HOLezcb~aAG%`Wic<7X0L#jwqMs(+9%^N+} zJh-X6@(_Rn>+$O}|3MiV4T?{u@j|O{n*z?QWD@%0R;v0)Mi(fXbfee%fGi-;LE%e7 zw<59R1wiOU7{7+i??T*K$Jl;@d>kWrf*RZ1XMpm;PSP*J@=zFDomk6@gPmurp4B+M zdN20$1?1G?MU)PJfo_BJR|&9JmI}cF*e1liK9`Ep!gum~5)m=$dw*iLE^1hTZpM%q z|2*$B;hKR63%pOiupItn^U$jz#kPN^qVK<9arYD~JmFCEM<|QS;N{*vg=+TRg_YPALY!qAF?sX44XJ(?__4U zm5ac+qq-;fjBW%MszJQ(&hd2Pc6lFxb7w{nv)C^UvPAnH$hdobEdSUErJdZHQpvNs zZTl|9Cf}}F$R5@jy>X8@&mWqU69_|=GUSmOolYD=6kV%wa2yzZjV3g0Mi5;(b<^>P zj~#-&;RF3B+-hSVta&1lU1Q5A{xa@=dWP+Nex*loeT55!VNZ;3N-Y`tkWr9kX^7=x z<<~xvU#_Q7jz-V}y2At@l=FcMwifJj7LiJj*PeEB`UYWi0NY2O?(2W&LPH&U7kj7e zSNdD`ylYBoKkv{qtFF4;WxH$Q&Nr_&f~aeh=@l;W+(sMypZV?E?vB9BY|*gJGwLmA zB5%0y)U<`21mz`%qO#(rujTFDg^tbD9&G;_v-f?enkmNl3xXYZ0}=^9MoNJHQRRX5 zgW@ZckD^;Ov3N7gh)#miC+{qi4d_5?$)TJ8AQ^^20k}3H5GD*B6FkF!rm-%w$c)qscKDpQ$+b0k^ylSq zuMaQN${~%_o?Q1n?85I`FZj-UN9gte$I5jJ4Ml{WqSDne;|*v^f-`#M3v4M#<0X`` z3MWq+PA*aQpFp=#(CbwI?}m*qN7K+_Amp)=y3j^x0}Hfz5CFwTu`SdCE6HGqgMdOc zvm&4)O}#?n&SK@!Km5iQ;Fa|;AofD3cp#*id1VpWL&A+y3^$&~_cD#ShVD2G?Tf>0 zDrMXQofRKIdw2r%$|dKDT0Q0aGt zVPnt@o+a2Ym~q`zr||}~yKsOz9h?#&{W^hO|K1pO@GaVpcENXx97TtEj@xyD1p}W7oau$KSbqs_?p}JeuGG|FJ~?6j+jTXX;A)I zapt_)t7wrR{LZB1H+&ZOUZ4bC3$VkBtT3gqTJwlJZ|E+`Nv&Ne&0+e%ABQhGzh#tN9MJsal zP{SIa&_xdZM^YVk8_1%Rh_&y!q0TC_wpOalPaMWy1h}++zY*k*ld_H93%$xK(+9$3 z-DMHKkIt3?qqCF$i3_@2rLA9_W&#Fje*sVZ7FToov^_Z$c3$$=w|MPkz2ug_L=kqa zf0KUz^yaXbZ*dp5${&7&9lo#ohQC3Y5z|Pgb0TD(>PT7=>>nBczesl=eq3gI9#CiL zHmA*_H~F&1fQhk>c5H!c0c7BDrf(Nlqd?;K89mqyTJ#bME_2HK_JV>hMChq&yh&t( zY6AfKH%e$XODgz0GK}gRx52-7Pf5)_aL_}fu?ZG%g>sL|@cUopa|EJh%ika+=os)X zwhCg>DyZPx&aN1a$Zu{S2W%KZ@zXxt8{dEWW7iOPSkN`J@Y|cNT=UEPku=%`j2gkW zWz-YhBL85HUig>HQDHX^A&sr>Tkw8@u>xy62-+N+BC*W#>$AO4U_*e>k`EWKbH%hK zBvKU+_{0LJ4)6&h%x=vyrbXm}vg3qdd-&g=v{nbGC&{bbUZxJA8#A!ZX2Mt+n zqen;Ne_@o$4FFsDrA6k}FD){^Jwqn@^*gv(47G!j5eAr6dEljDfMov_jtQ8^B4*;c zRrRawaT{Ahx&J|Frh+I^j1?*R;qG%$;LiWiRcf=`vY+cfqE z^@{6DH78hKCa_Zq>?cgwf;EV80U|V|tu<5wMZKEkL%+~Wf8WF**Tn%7VEiU{(rm4* zg>}6q^r{3QfFZs4*Mw71t2e-FfbIXAm%YTqZV#X}FoZN2tX4j#(R5AGjtQVEz7tO! zfq(M&2C)M5KD|PF(2Vr^N*igA!+r+Wk|T593$i*Q*c!MHR^)WbC!p@*v>~J`LtO`9 z9fb9dl%DXqv*r}|5jf(ue_fYtU$%{@E48qnT;xyyp z)$9O~&MR4jyc0`cxKrTo%M0eF{s){?)LG#f;#1giCtw&4ec3^)dpC}L1NNaR_s<1{ z*&jUH4^1_u6&h~r5-$`ZQ4|@QDwue4(j9LCw4YIE}ed zv{-i3`y9w)S&hbTkk|!E><8fIwgeIDf$RwoMEvc>esjaIzv}$F|7jjA2h+tOkVM38 zY5JA#h?qBF)7X6UtIgJTE`u(J@0DopA8vILN7Ih;ht17)gYtd126+FE2ygBa1QY#; z+7>F=Y$snX_(ryWIF7ARyt9GWd20}wDr-0e>ruQ0BIGU{NkE>YM`Y(gw^hs27(dat z2N!16l?};Kynyr4yD6>a?L_sh#jGCx1RgmbB#}1=R@7ZG=;1rK5sl)s0azXZy|REw z-eWlVIc}7lccx-L$Bf6~E4jTaZ}SF=&g^z98GG%~edQZuXLl`Tb8jJx!W==deW{t% z`^X_?%G*fZPWIxg7g-I(@be|$Ss%@fwo-Q)V`vN-G+9q0S2ZsU5U!Lb)@7FZB!;C( zx)oq;+iKH+c&I*l%oxW8vqp2e-6k&Eb3AY5te3ToR8v}dvR`=o-G;#F8Ql}1MYpe7 zUrn~R;mH{^A}0iI7}EHsXek&<2AUWT8_7n`f{ot<;BlL`CzRj5ssJS=e~`_livugi zQD3Jc5rtt3T`^9KF(WP=OE0BaI}kySF3w*1Nbhyx5dEBo#K?0*AJb?|=dFcoy9t&1 zu{zsDlwTgPCn2Cbu&ERTNeYfncM2YiuV**VCWIirU>x-RlQdmJ(KBYv7S}+V^r})r zNxP6$QF;X`>+&ZFhfgug@7{(!(v?qri!x_Tk%p&E7oT|LXOnQ6I|Vkh|2hQzZd<&~ z{H;UUZ0!bCeX@pi82r~EuwscqeqhvjGdLW5`9rFH0-iUW69yZ}Cf{_P;bo*}04?FiKbk_TR-coQRdeK7+n6_i%14hj`Jc-NWGXwmLG;#Rb6dR^T7p z8h<=FUScx*7nkX~w1y}%wL5!)^&@E&crNAFS(4>mQaCRjgZc5gHGAInQHYnQgpItV zfKOEcBTI)Bp%jk@k}Z}V7^_4LhQtm6olqh>`c)Y{jX!7WY|2a!r_qCbU;hSJTm~LS z-Bt!H(Fczv%tF>T|M}C(18)@w@uV2f8_M0_MkUW!3U-6iDX-YhnDUh{qT;;o@oMI?VW;3I68YLfe zjMK4+acX5$sRyQQ4B7kuh)?W6uscf|5^U0-LW7WHE)Au)?f*2RG2A^Mf4HR!Fd-0ij%_ohiX_!shPoRlOMJPzm zw8pA1es}+_zy<-nI(3=LUsRwcf%vn$n=dUm76b#IJoK`fniE+DX?RJI7r`aBGs)3E zTu1(v`Qk2;+-f?8o)%zFNktQ9 zVIz?dR5siOIJ7N%UAwx6ZaIf?LK^s%{%?@O2&lS@yW63UFSJfb>jBk)# zq3G%RAfy_8gWOG~@$Cf;aN!%|Ne*ogaTUy>`JaCWP(txAh9ber4(~*RyrNLK+lh#l znm1F&Jt=aUJn7+F>miEHQ*|}~ZoHdsE1BF{eem4^xcb0J;Hu3*#`7w^BG{LD9=#Yb zp#nXM{`;-{ZMpv!?43Wsf7A^rQ9)wQiNBkbgZ_Aph<&GWdl{BrhLsU4c29#wzD2WO ztM9PBq_C)KhM>K zxEucM2>%WSe+R_>N>Y#`OOnT1(0DEk2}h7U$@1ibmLV{Um9oM9jc*X6Qtv6OF}bV4 zh8l(*TN!1ddaF_<6L(>MOf{fCf|B&o-{upmFX5Sv7pFsS51Ani;|DRUC%*G0Du>cdWuMh(0u^sv70sCTVghD>E zR)kc`*wWb2{nkRSIfNX*+?G8(rl{^Yw8&}|KEw}u>+k&k?=#Tf=fMBHvv3)16kCNL zsmS4&XK>(r+z0K?FA%coq2!3L@=pm_-2Dc*Hhadid+6$l>w+ohwdnqc-TVdtSgU&f zB}Vz5Le~EW=js*7i23RaBh~R9idK11fLK|{9aCQMitTF_e?UMaX23YsNgV0+(r)yZ z%U@x59ym=Cob!KzN&X!!dNW0hmn#i4JZ+F zA}qv|hhGP8t3bJBS-wvZBXNISa^3Z$^b42liXSAo{{+?>eIV)Uh#?`aTGC0Qc>7?P zvdg=@jj<;L4G9v(gq%>U6@u^FFgl3ndgjSP)-weDx|xAt^-R@WUcN`hiF`S2+8c19 zKZyzLnrY^iTuB_AxT_VvbRiTnCr(g2NAh)%=ssQNSkeXXS1*o2RLq*LL#x%tU)MMW67Zjgh;t)B6zW%H#eF zuj1>SY?bP$l-pyc=7YL>k*mlHc>%f|S$FL8#mWnGcG)T%@nM>ls6|`B9@bYn3cA+Z zJgunZC{!C{bfPzDHZhzfVg8gLU6m;L<)4ao-a~LyK&LUg3+7Cq9Fo;0{o1!fRi$EG z?L?v@<6_n3FVAq;>w!j3K&3NvUAi}>vM1I z#X2SBjqH#AXXFbdB78@N{FrKx5dw9^BG*e)1#;uoZ=FX%2kY1Mz2$oJR6t|OU;lMa z`4q`BiPUlVi+y3?dwKrzVUp?orasb^7LnoZVaV)1Nl@p%D9m#pp^xR^F1*^YGxjPy zl$o~beTVb*w#&^uy2POT=f9?%5Kdi4j!-!@Sy`~p41U)|ApOD#+1r|S*S@@Sj4|)@ z5Lyc%8&EDN^Wb~%T@eZg3p3PFy&~q%JyFA$ONbbus&Lh96>0==za^B?YioHAe~!Ws zc=0)&(?%gNXVF6}C7v8A&{q`hcDb~I^d}p=ShPzeGB*_QRjeMYQ zF{e3#%3S{X&k-~F57#~ih-KN}Lc5iD(IhpL_`L&P$5pzE1HC=Df2+_Mvnm zgNl+<9h#E@9j=#l3%Fib{2sz}=UMC>p+~Q_ReDBVKTJ)f2{BccbT+gO@mN7WS2&XN z@Kqjg-0~!bP?y=mMI;zRnD(V|y8$yKRdy4y|0$uK7$g{a` zfd-?37S)=*ogz<229>+OTSl2EEt@^_X9E|jO`>#a#RdauH@hUwo&O#BJ)?4LxzQ|{}lyWV)4EE?^@Ac?Xg zUqk6)J5g|$Z^83tcB>h?B&T9~$oe((g@LodY$p@sEgw6iKs@UMX-X)?wrsOLQ%8F% z-3$vZUF>>~0Q;2DC0Yl9JtZ31__pSK-DE+-CSEINA4!_503Q=%!6BCNv$q99)*=`vXYn~< zdjO46KFfGWJK0G!D*Dix^gGrF)XfiXDKn&q;V|@wc<7CXI`4T@l)qTK>5GkMfs7sT z$Y7gGIH9l`-iyv(ui^9FPhynl$1`SF?Jp=3hKM@QaYD{8Zub@*3%$gY`bF)paoPrK zrDIT5Yv?k6cR?x7eDvUf+|9$MX)9c=Ich_{W zwV~wh;AuquRE_DiIx4p;DX{gKr$ZoY>9LOY6S}orQa^qi-SYJoAP9g8bWL|+KV0xr z!IjGX(HQz<3%<)ISiNt$rJa9|?+z>!&0$y-_)*X_!`u`0HQlWy%4cawKJf-8mOIdW=Y z_1QL(@0CHp4DNybs$t8UmX;89rx&|-XYW-6hG^usQEPA+gpPPMM>?e7D7fV7+zvSUMnVa6za~>8v=@N(@t1)CDtH0DoiFCn6pz_t1r67PgMCo`I zEqrI{wbKFuI*n%VK0tcVWlcHl$=p;^P&_Z$aC-dRJ%OCuMD{!@(ii;V&Uksk?SyN( zJI{WGZKGqtXO~th3%8fSQ|i;F<%2xUMNS-T*s(pmYL>}^vPg;+(sA;gmv1Zxh{>s2;)R|Y@r*)81M zDB*WiC?$cxy{??lJu(zLc^aj`(E0Rp{~n|ddRUX0RyYPNL4 zTESPgpWo2Sjdv^$QrP`C@vf*9`*G7c*4l&gopn8TJV(pS$VA;X zp)axZH6AI3MkABqr@3H@K51(?2{ciP5<&bUW_LeJueQI1Sa|a7`6OaOBK~Uq_VC`} zgaW!vNj10b`3{0QI#5}lB){vKZh7j$wG?`&bttu0y6vRub~YK`ItQiLzc_IHA4p0* z5?X_gDhiC4o-_Sw!qXKQ+p}X(WK|z=&q3mTg*Y`u(bbgztuLzJ#8-M|DL0MHx$8bNdXp{V|zUoE<2LOxHlGt!;Y+sy4HG1m}*-^c^R*zl|6CkZEny= zYuW+z^9mqe!6`*lUA%L?)@)?hSEQ{eC8B1V#Kcl>bIk|%LyBIeTb!xmxY11ZyN_w> z`4<)+TxD_!>s5k`w=oUH^4#xp2`i5Y<>>D-smoQ{W5FDlOs6sr;Z{P)XHYCiX$1DG z2~ZZvwX7l)6D5Ae+hIC_sS}V2Pp%lVGi*rlOWiaXxBV5}Z*io&&-)+VDz`cKh|_^i z>b=Z@3e-yvA%)_jri^#Wv0UV;pW)O|$hUHj~P0qcM zlxzOh%7;kh$Mj+m3&__B5BL}jgsD4(BPd@3YbVuo`i0LH z^s8?VgbVmoij>gr!>cGi!1wiw2RIjY)ZA<_t`X+2xN*__VI6DjW3R;zU9(=UPpf+^fG(4iyyDtoeEGP^YfXW0MkWY*PQ@NK zp5~D$UrA?$!-^Ywo@L)<_LFJp8R(fm1!1ew5YK|#-)dd|tG>J)DfWN`Q$D&x-g$9r zD@_~v!^Vx<(R1xkD#UOq2QS>LHw&6tmN>0^KiG&25F0(UJ#={J z!nvHHQbM$m=`7x+DR%eRJJmQQT#Jpw9AKN8@xhrO^=gM% zpplEa%HivttQ#%j*X(}xqx^Lu^h7RbK{YHf6ePsbIpUw!?eJhdG6C8lpY~!?A*iq9 zJ*0;wh`n=XSaQj7YiWI#c!ssO=qlF@?_h`;BSblGFIr39Q}0tG^8nYE>|@(~H@m0B z{*nbpnUj&|MvZpZJP&sBq&9J>SB9qf8UTg}Ug)M=Mh)7|e&f)l2K8Y#2)B)9ga0!A zGBP?1ZRKNSXku<|Q7K70qtzj}C*KP{qFZnw3Q*Pn{3QOj7J7R*o2(OdR zUEtNclNkhar@w8mdH1RwZO*XsugQUd4gIHJ#-DTz-6*<{sitZeyYnSf`^B;H43Pue zcjU^L_NR^|!CX9?qLddLaKN0Z5y#{SpL6NhMv^)>IvvV|%-1HEbmcvKugfo3ytb9c z?mcE%m{(d7c&#!iIp_uZ6T)MqIp%5*3d)u1hMMYDEW9P#8bNCko*2G?>#gp4l&`D1 z@oue%vPZq`pC-Ywydua- zbMZ@o-u!(y(p&e}U-?HZ@5k>KxN&li9fYpF5aMz5F9cwOq{-Kl?0tDt*mxEPFt6v) z#-xmo{H*oCih8Nju^M;Q*LOnho!HIQ%rQV0O)?z97U(|dtFOXvRX!W!F8KhMX0LVg zpkFSce95wV5aB|+C&uib9p_tH7OkHPhLF>$ym{Ko1V_lG(6dFFk~c2xti(yUx+?Vm z7+$-lSpqFp@d-V6V)zx74+}X+u=?nA#-#T`cb{hwMxp3lE##1vl5X9FgekdkOz~lOAxV~f z?fJ2l)s|DV!Vd46B+z^b>DKyOo&H$4Lf@VCgl_fXU%0dks5J6|x*i(WK;1(EntndiQ<9-a2?^@p1u=JZIWa_(}6Mdby2^VI9k^iUV#Q{g)4p zDl8ZbDfsRmuw*~s|Jh>-1RGELYIN_MF`@Q}(0;;Dp*vErFGwVC(j@&-sK3>{vsR}e z{-@@Gm!z<_pv+1cS^n>{&)w7ai@F`G&)O5SBPGJFdJb_O0)gzJYhyk{KaAtHQC21~ zjVhR1WPUz+P%JCWFQ~W#vYf+Z$vAGgZ>>RTZWj9h!zE0L89moeg4}Jl#h`?`7UH`V1RB_H_i4>oQJ2>2}(2 zs`IS#TZSF5de|)L3GciWFltS|VEi8fL;wB!8g_~%4@7s&2(HvefN$ECu`2PyxmjYR zdkjs9S>i?aXxmenv1iMq0UNLjkWS4W17h$tAK5oxhzzB<%Y+Q8FaC5&*ktw|FUTpH zoG2NqpV;)FwvKeiHMLD`a>?L~O$wtUGNO(z38=7f0cdml#OQDh0VNWaW z%2vcPx+z>dq&piv+RK8^s5}1xT@#N-kMm~dm30%tzxqeu5jE|@GOgSCjzouUWWPZR z*U$jpg?+wfCuwlx4!YF_y?P;LlLN7n*3f52jHp8@ysTk8+3uMq{bB-@L(RZ^teF2x z2CT4$!v5Eh&n;ph3-n|`H9;C;4A!n!q91G7x^W;LK}B6hPj@A8fEt>D4gK^KrGjdX!{;9&7YOGW!zR z1>Q-h+DIFY`$&b4VuD3WvF_dH{q1EgVIzZVuD`64vsh2LGmaTy5|2uHj>n92l@few zyLmtOeX8uJ8M>XC-nb$oJ^qTT%4y@!IFV@)v@}c`+xr*jTogH97~TOdyck)7Nf%ES z9glJsjk4a>_1psa+J@M52K9S}AIu2ZmiZT^dw*3L`L8~gn^64IF>Z}`(M^7V32$LS ziW#+2xZEzsda_FZ3CqtLl<}7=e=cI1aQvf>EbQl#T{j(Gp~{d3!S6Z4li`STycfsW zJZZvn=-j@DGP>3gQ|e!msr~jmYA*KNgPC3HJ4F30r9a54Up}r%kyy#EJ)@qEj~>kp zRvPs>vT!VO0`)*qwOGW`LO3EOx6YNV4y!Klkn|p3uTF}2#bT;)vhNY(xelq5_fbNP z<9l|O2BPqa3O|;O;`EBNUX8bn7i?0V5OT>szG8>_aE7?Ks-(eP{?_)S$JIyOA6|Bz zjCDwNKltq9fd>Q82##4?KEU*_EVKRy_ByF2mSRKC-S#`YAKM@NPP~LqXw3lai`%Ps zPWJe07k}vVKGgbV)ESKgc~m=Bo#!^MH}uf4^@xs9`5LD3j`P^w`?(=HVmDM>wnvdY zd2V{)_Xw$Z`H^96XAs*d$2(-nJvAO-RmkSTI_3t_2K>VtHP~V|D;`O7$;HPe*=3R5 zPD)-e@>zN~BnMg>9+2flj#cLh(*YKA1o|)W72CFQU+~4)5F&af{6r>m7^@}Bba&-L9OSf%A4U$7$BwmcG)@J0D#MU*C<_$qI@3qMP@Q+m*59VsAXULA8obG5ZA=>y4vkfG<(H*{?-ZuhA^ z3yi+OS*0B|(!r1=pj?Ltj=!6pmgcLd;2h^^#W^d_aooBJUb;i+^Src3(xuZIK34Pa z5u|VWocEE0!<@b5{9gI{>>{7}HimzL9IN4*SxG1v4e){8Dz{yp6o?Q&sHR;DmFY7s ziM_ve8RzJEkHvMfyGvQ{i|i7cby2)}kd5GLjP3ISerM=9qdcOtM57x;qd!5czx*|c zHy!KOujMJ`i&Med#jS1j9TM+22nru|Gl*3#kXl!QPDuWhoId$V4{Qx=d(Vt9y>ZAJ zm+c?y3mWw9?-;-GkZ$Uj#1xza&}%5V^&$v~+n$3;Ng^Bln0}CaErv&nB{Q-p`LMy2 z$Lfo96*PQTerisDY^t4h!|{T^-BxDGs!IrAbhQ+TO!KhDlJ?*zYEXPLO&N$b#7of_ zK*$CKDrDa*kKx_R?TbUM^kO$-j2_HYWyq~8%@5)uYA|eNT5pF)K0UI$1`qdsDyVI^ zF}%zieq3Vu2sjKAKjRf6Z4H!Vas!U*hS;F=yyqg;?)I!9;>5{s6}pz@qX}o5?3iH; zNLMWeYDR8HpFw5(L50v8(d$p5A5hyNq^O&A;v4KO`6SiGdTTg?0Ez6rzAwDp^GowWLjozGSAcDO*7 z9WAbB`u9H&cvE~~;qHsON9zX|l;)76vCv!aOO`(MFoxq?XnZi zPUqj&(&7MFI|zDQezK+HG3t>qQ@nhj^K(HAvZ75{;q#`zP-G2B1d5evHL z*4J`ejgr{H-Tf~apC%UQ?xmk>oH6@CJ~Dfs2gfK|l5KBi{uu7~BqtFgH&#X$7%8unVGf*-5opF zH?W*5CGsh{Uw9bJA>_FujMUt7o3^h;FK_%54#H8 zdTSr3Tm~x(yDbVLRP9dNan>m~5rdjePFRWiq(wY6eERctfOxr%xRptbcrkZtwk{)gHCx9&HHe#a`st75aO+ZC>S>jLez z&oRBLnJz4nXHO7$@2_jJv79?n0u7YA?ZbRH`V)8AMbTwZy&SQ@hYv{c$;ccVUZ)*) zawa<`l{h6H-G=$d(k1`HT5jRo0@OOj4|`?IbbUUP*?s7d_x7(ZVOQRD>K9?WkoS|* zA6|XT-q6PI;X9`EcD=YOR(d0@_>zhE`s>HSlur<&SGlhUh=A0`^*rUNiaukuL+bFA ztVg$8c7^i6&$6i|GW>(5^9F%DWBTZ!!h&{F-#Lnm?i=(0+uD~Ch4W`kBm(aqfYoya zK%XY=oc?jn@b|yS;U3q0$wY%Xld=OQqi1B>cR#WAjvR~5Yr*p}5|JDHkQGE9hNg)K z{012+`UYu#no$iVm%%rLT)sibj1g4+!bK>M?|6*m_y#Gr`vyssHVmNEV3rj@v4+SB z>JZlS^B$yV;%876$_Kg(H{PIEEenZ*1|=Qyi?9{q7S53w`@A$0*`$W$DUrCH z=J-}t!x^?T5?pe>p&!= zEEGDWBA|cOL{Phq>SW<*cTdSY2C>0ksIsT9T-7;?=Nm-Nt?zt6an!wF2crYAm6VKn znxJ=Eyhb?6+A2zs4?vZipC_A~OM4s0auj-pbjK z++-pbLpS$N(=RoBe{pZ_E-uWEo){cBx7{M6X+(u`5pq%OW=@FWnfATii1rJ=!$u{khN-d zE2f1PybzDW^bswWwy%DNfUe1Vi?wB@N)I88?{LyT%o{xL*!xi%V)DR@CuPof*wiJz=`|KANpOKr+Lq@8t+EucAhTwiWcJYs4&2eA zutJbuG&A|m9o{bV=yKcNY15wnq3#kq7vhk2KX2U0_`mX1t^r~qquaiL>u#@!HlJ!g?vFC^)vg85SM%}l zVtkIS?o|uwb8nHkU>8B-m5bp-#|l+1kL3$+@`bmRn3`@cGLM^judJP6ZQSw2vREgJ zJ1xrNwr@W-(+D@%$qADcFA~{5M{tsmb!aA(9#X6(+9obd%Fff~n8iy~KDq$C7q^UD z`SyyyF1mRV{X6=H=V_u}N7TEs#CW7`2{4e)PuvT~4xXhGCH7TXg|1=>h5UpH@%BcK z>mnS}o-XabO=HcZkNgIKSaC0FR7&lr9)ky;QGf0UeV$fhyg0+I9xnYdt@pVt=C&+d zpT@9#Fetn^X3s{88ardl3dzoO0uCuJ-1QFKWP}BVYd9GRDUevk5DeDKv+L5mxN9bq z6|JyaDdp;UeKqFb<9l{Nln#r9iG_{DTpe?`8so3Z^hTC$ zIbc4AfWC||38<1}9re9&TG(-;g97cMi#s;OB&U&QG*<09fU6jrGqQ481(@~DnAc%~? zLujINXD2pIZ-*cL!_C8F@>S6o4K1N4~s!z-(xM2T46RvaTZYwZu?wk&(#> z;dSL!m{`zQ4EOhCIY-|KK$z3CPiTQfik@2q58+Y9!OW}ipGiJgYx-z`2M@}2Jysc~ zPf$0Ro&{7j%xn2-bQu2&eu2II&pibP6Fh`($4D3Pj=ScPhpM_g{tTuKtIbz#2n z^z_IR4$3rrBie>~rItr%cY9VD_sJxoWVE+r@0~r*UMd!g9;UyyOxIAaTR40Yk>6d@ z$|c`l7+YMFpqus9Ebd8!S5oT~!tsh&?5Rs-?V{Fa^7qlHKzVJUdG%q!AzrVOlLn7( zf5N5t2&4L>ep1cxj8qWH3shG|o36N;iyFDhHoum#Kf%>`NI~-y?92x;)dyEPD!-qo9BS;*0sd_C^cW%7>U+Y!gA_FPVGii-{R<=lg9;f8=7Q%d-$;~1bD6YK|Ic1kpbVN&{Z06;i1CZn^WuorEC1oZb*+`WW*3pu7L5bvEv*Q0m9u?_Fd8fA_3>p> z>-BN_U{7~>HHSnZ%%%SAyQPMlFCK)PzSgt8S4l804}$%N_Q~K$9znxnARw}4Yi+V? zLuQnjP-hW=G^POk*i$2&!%lXdyWIQoAZ!z@_;^n~bJmzj?$9Xj0W zawASHzpYmI5|F*5WXvD=PU4iPM_Xe;l1I8Cx&6b<<7$eVKX5<3YvPvgDA0Ke^~`tFpz!uX|=l}!~>$v{@N&EmCmBtjFW(?6SVa# zVf~ykOG=;-ZypFtxW5S7WcCdWhh(=;5p799Dd(kD=UyK3EMZ*LQK;9t2m5esj}?J? z4KQOUG8V&2%rkvFu@CGP4(u?2@F7Sq%X`K#S$Er*s?T6+y=+%T41-YgV}h|#x|PsnVaLga znj;4t9AkyKd>=&j<fHMfrrrM_{{*KTlBT)5oJ)K-6=E6`Zgsx1=q*WGRAd^u9z~g z%R(vFED}iK6cUz3*u&&-d)?w{HgBg|@dUOV9XdDIkdvq2Y$&iTvQd5MGja+RP{IFI z(R8$5Qb099!b^Slbg-7C_1F7J7AuED9oTKDdk9OEz@Y=6r0D{Lq-;sPL{Qp{!X=_h z9f4Skna>#jyIH}4aI5<|(0FqgK&{O_kxx@j5#+0hgq?(|3t7DtJC zWT=;iXLmku97ysx+xW$3{O3h`W*rxv98r8VN8!cgceksUkLx-nyy$L;MQl?(>{dxF zHlemWLggWOTiQA5&C3JE!eiDYMLyJ}zI^y*R;x0RJtP|o)>;FC^fEjfuRAl@gpE9W z{Sao9w+hBl%T+!Zb6BD4AR5f)QJwP9E}^P>@{?x@se)Rp88*Y=brZ0lttW5;*5$yRqth*mll6UrK|AK zckWhYYTKMFH72bP#kwp5YB!0&I(zSC`n3s^unPFi%$~=jdIhLJ`Dnea>#^89&NYRl zC4OuX91{EdRF$16c-!y*f_;qyzWL+Oc0A`Gd{iew(e!#<>g45a&UczCIP+ZylIrlo zot(5j?DADvESVkvn#of+y3{a=AkuvJJ>{ybUPW?x6TbQ|pLAtd!JF0Q46g7Jgf?Wk z0ec%0_~FBIs_u$T@UmltT3MOldD?Z`(2!$&A2-WO3+@%dpjl{(R<;- zy|L{+)zIK~&E>hN!8k(pm zBO&ro;|=ow8DmVo?{i8j6v0`5^REyfyNrf}sSiKN%V+hKVN2OOFm6eH&>2knNHzgo zftVV}+j%(KC{0%u38#s^%J-t2?{_3R57di?M%gYcNRK{4T_hk4;If4YvEW!(tm{yE z$|>S9`TZ(=dqpK_|FDidog3rF+M9am*VT)8m)E3Zc12emVlY-yL?rWDw2#Oy}l+F#`UpHbIyL(LE4D=$ zy&GsdirOlmX@O}0w1XcSt%m0O!x?UJXyjI*!b{_n7(B}%-e|Ytk(?U#NB3&8mfZHM zGs{UH8wuVo?q}gs$@O4mm(YvuFPQv*x&Xq!#Y9qABuc{``ZW58pGiZ#LFMqNMW*fd zn6|Uqb>6Wnlwb)FAc>R|l!U#CJGw6LTy@kyN2}6SSwI(0Dt2084lHJD`c7VJp6`un3gwtmo9r z9xgZC8i@Kh@_G`8bi>J*t2lqeDz8{si z$gJ*woZI}R`ukfI`0xMz4_l84EoupNTzW)ma|A@eBrz{LgeYwQvAh@L4h~!7|0o|N z6Cxaf;%wis@7dzcZxC#jS(TY8`4GC1;|pk2DQu;M+pcXwMwAuMjY0%_s_%GC9M%H1 zAz=t3GJ`_0x*FmVm_GZY+%w^9=$( zsGhUhRNesU1@vMtWtubtvSM^Cmbg0#s|JqASD<8|MRS;1uon|d6b@x*-%pQQ&o{8D zrizbUNZ@!EU1k3^+h?S&N7a>69B0?V@Bn&pv9O=kAHO{)!_Bouucq#>x#v#HR_3PK zHt+o@VBP?-m>RCA$C!p+v}eyhGGxQ`erJL)-`)~?@^lG>DGTBr2aa!U1A1&`y5nfOu6>}s%(L49iOt$wf>ni%(dcy z_7*3YK(1_*A2#8cE9@tDN^})MnHp)`M$sWPndrw)dOkm}5HhGco~aP9{lK!9MpMaN zkzik9(ueq|F?67T)zNqE9O~@&oTvbLf+$UH9s1x-mh%$Bv_ZVb+rD!a%r(5^QYPh% zxp>INy=vmcZXsb8cFvi{I)gX-wNxm&xCsCo*0T35&Q+Q*R}gj$?SHr?X)JeKGW~4- z;FavLj{6?>bBgDtaQ#v>Z8J1TK7R9*e0)|@skq}VD@WM+P}RofB_PvzQew8 z^fFK^4~3HDyzKBunwC6x7xUZzP<_?qqrks{?GvDBVuP`Bo#<(#Sr8a3cn;mjOE9E* zL{M3+=_i+Za%kGG(?B2vv^!^RVixKunH!J^^??}oJgXEf{9(n{??jg!*}YL+R`9Yn zHC~R07f>dPa6~YT{Tk*b8fkLUOEX3j8U*o{+tfllmw&8-Umwj7sh247&0xCf&94@G zsmTMq8!{z0O}`o+oRenOKYPZja3M5ZE~`aH_Ht6whvN;xo4eJF64?(@-*TG_+XwE1 z#CYCRis%!8c9m%mfu36A6au8E)?mnBhFKih(k)z2VWhkwnD1g&mNVwyJjWg@&y%pB z<@&J&GaE7|x?v>;>={|~^w&i8+__PBzXDDBQyTT5IrxC6?tT}7_yQPLBzC)lRs}Rv zryH&5!ItvDEo-2}05NhW6`4U03IZoM=5@_3VUrM+hL+29o)MQkcRQ%gtH?E>7{Sg} z0PX<~pEI3+0N8_xXiK;q;Ci%T@6PNQzaW*++<^mY)%%5|7h=SfeN*o}cIzKat6qLL zfFSu^3_bZZL@(&&srgrz)K4uS5?32Xf=3SqyR{qjm`8RV7a8D(Y;aW}3Uzbr6dg$Q zTA-ReELR)2{912dK^zIaljU_~1ijlP;ZWOxix=C>vCLzJ_cY5qcdL%?b`xIBd5*OO z(x^j1?I>wzZ~@C9=l(Z~JOWScIz_KYOtBU??A>=y`mwH4E%Y5R&7q4X(cT+W7?${6 zjW+kr#e(z*-sGbk^uIn8RE!Xs;_&dmJuYXwDxvEO86$wgrGnX~c#6#%U2q7vLr&<7 z3KR{fJ#-TYC{02G-=X4j?R*^nV$yrN1JPn4EMe`+3cGxm_{4jN`V5TwTJ7HX?X zORyzGL(mF+A_oz&LqPQU$6ogUxdd6pc6&7r2_?4lA|a7tP-Ch;|iT zhsc+k@<$!cK;9!I3^{i!Bn;Oa?bTV}t8;yEyW(>WKQ)7*!xn&#CDwmp@yuw5eU~_^ zf82(>!@3ULCsaT;jLj{k#57{(`Q&Ko^GU8WYM(L@*Qu(E*{||d_9T!#9wG9u_EhtD2 zN-3SvARr}@N=S-y3`4h!bhm)gDGk!y4NAiZNO#YW0}S{b@B4n@d*0`dFaCSqXZSJa zoH_gKz1NvNXRo!_wXOx0{D^VG4I9EojNP`ucHh=w?9~nV0*o#R+UwvO%tc_BCRfxq z@kDl02GjrKgqa$>Gu=Qaqj!L}ECtcE7+>!-Kw^ir+aE(OB@M z_IpT{%E(r5fnBm1jrbtNoD5dpnXA;QKR6f!{fpYt?d+&i?XB^3M&5h1nSfOv!wU=c z8>2NlwUmzjcy2;@H+TIoS(;4n)>Kozz0mxTp*;ZB&=&(0tU{R9Yf#YFFp{A% zV(RjVvR>WqC0Ft?hWF+$sa9qS|I7SRX?vT5)+G&VfB0*T`t9=0#@uN7z5C=J?7bg$ zjyabb_q+hpz|8z6V5e~40o{p`Mm28;Wd*`0h04{|HD_E2TUvHUcP*3m?u|M{Wo3;M z-0VewD!-M57wVUFhQEA8$1s2?v<3r9VGXSB=T&&R`}pwOhrIo2IT*340OEYXVn~9~ zH3*_}W7q|9VEK%#m_(S6axbk-slr_^uqYd+j54U6F*{g?Q(f53k4sy3gn84oYoBk{ ze=BmY)xGHC9l&x>EzcC+YCo#5>Nmzjj760*klx?9Xm~xWZS{-N`gGA8%nK;CAt-Sq zTn-iL+HBOHSpic%P`P_aG?Umf+guK4iWuezX~5;`!2zUIPNy4oQ}y^ zJtUd!M)ZH+?`vVf$BI!e0w;moTmh$|pEKGO=tc*i`r;{@ zFn)2wFAne4k4amX4qy-uF>4>bezGLr?K^HPA0H>qpUGbsKOh%zOID)apH#T7!(&l8 zXJDc)y%e&>_XONIjyuXgds`+rTceE>4uw8x*1-5EIs4L2RNS!Gh1H68dy)5iEFCG zX6M~ON;L)$FcD{s+0Wf!eN5?D*+-+0QLwOJUH|COcljqWUoGAELApPfa&W5yk4-Fe za6^2lS33v+We)Ey+_bQYieCcAm1s!YC zjh?mUucmQd>Eba@PZ{rtKB`NWcj4DgS(?VQYxF#Qeo~0-uy$5drY>b1Rc?c&QRy=q zZHdN|T5GD){ofhAAI)-nK`6Jp-{svqFi5;N;asW(U~%Bj!|vOSyLFK6ifx6>OO={p zkACTrski7hRbuCr!~@2TZ{`1@BD?reAcRAF*_$ z-F}zer~>9fV_w+7%y~ms6wdGJLn^WgWxu~$P^gk4-^PpJ1&w8A6KZe6Y5}kTkQfYJ1lWPIZRAD!-l{Pz z1%@`wb=5|Czq#j3eOLQsx&|5_Vju?&bb-0~%^RRe!H#P&f*YMCD50+;qA*y9ng=bO ztG{~*B?~Tybbm#TZ>(NYjOHl*CtSVV__n;A;`j2f1Y~vp9b1y7+4M><|H4~StImxT zQ-cc7n{mF%BI|6@&^rQOSUZ9>jUl{ZZm7gMK5?Vg0c*DNMBAl@+xwmZzgIuDcSYfi zuBQ=aK14uvwya#k*`!Gm)s%Z&JIbW6KuARy3sWw<-)Qo~o_VXwL1^t_?wmDxlG!_? z85xk5Chk)LF79;J=qG{p|Fq< z8_y@b=LQkLGXX>E(OH@NZE8Dx2-dtUvo~#jHYt$E1Z^?X{!H1XU|x@w_=%{8q7^N* zd1Fd$G9wYfQ$s8f9`zA?!;KbgMFP1&uB++^LpdiB0HBr^w+ex<8X zRzg}tL@J1Jid}gK;SHCE2d>+^pte50mz{~i5s3W(FZU%vH38W(U+;TPbkyLaZNNsx zGPb-jt!_A?y!@`l>TEl@vO;6}VuQ|pXUV^pX0(HK8xtUogNWx4vx(5ckCj$g8{6A+ zEe_7=sz0yBaXP0cS1v(&)1E9 z<`OFZ-i-cSPSAh`(dQu^VszQU>R=(0qY9H}#2P`PL{;zN)`=U3fG!I zcZ~4-pE)+pJ3P5U!Ogp*_zlnFvz5@*e6>&eal{EgsDX>;z)aaBd>aVZ7US!{%0dzX z-ZO@eGSdzjcjR1>1SNE&b@K3$F-u$)mjPymCNMvm3zfHK64YEilQO4oz?yi=^Qx7Y z>>Xcp57Sc=h=D{=!;$Zr*svqY7h@Gl4H%~UzbjD@#DNLodaO$Y^&>ZK~7FZgCtWxzPzc*+jC<8qETbg zQ}5h8rlA1~GJcM`ZG;;i0e4otX7Xh z&LtI0#4b+N1H3loAGuWD8^8oP`{;P|EraIJ@(8#7Sl2beBvYY+QGtzNjIK*8a=bIC z#)=6FP1$UM?DrsEPyql|xuG4SL6ahTzl0w^KR@)`)VjEI+OB-Rzauj!6)JS>4L&r@ zRkrR}SfZaUKMEz{%wUx}5`M_EJ2u-M2tT7|>(yZ$F`6nDBGhu({M}23xhF7w6LCrl ztSpVJ{+vF1V&kE+5YA%S8ppGtJh1wLE~MZ_&(m4lO3W(s+$S7)QqZGFkX6bd3QltN zqeb1W{ey{VHi^jnS|?E|hkOKTPdN0%VbfS{RMPQLOx=DmxF)M7^4-hW{NKOhWC$fU zg8W`7z-Z2(B%Zo5h#y>!LeG5YMGcN=J+%p8t%_{OY~obZ=)y%b(kj?jyKMJ5N@sp4 z4f_DupLlolR`W5&%Lq{r=^EAzd@gCkGi~)a$X9LjdONgszxd1hAEtynw-=4j*-sMg z0~eKumhNviGP5};sAMp^HdywZ%N3A#?GMOypXcC;36UA-4mG@AW6N0*pE+Plxp+2M zak75lfO6ps&YP-y4_=J9kd;QRsTxd5TXlqrLAupk-*GRJyl8HUha(MxrNaO)4ZI5q zvI9T#^%kN%^KvaZx|=C6e*N{GUj0RsJNMO&7|zfE>GF(;T2<{7XHLyj`TN@1VD|wc zvY?j?{)+d?{`UoY{hw}={g3?rGq(R{4E)a+_@6QGKV#tk=NQ2KGe=w>*;BS5ZI{BP{|8F%~1X5B2JQ}91t`^P?f9v^ssHgtH*23(c)ha_wtt|NX2?Ry{ zdF?-sMF~XzS@qxI@}91WZ(L1XE&kCD8GA=-Q(gkTf3@|GLw*82f&XaC8EW>%!j-@P zX!oT80nb|tPgeq-f7C1cudUp_w#o!Xe>?PV_k;J}?#Eww-?)8n^>VcMS4m*w0EplS zwg1}>S7$figszRbt2F_?fB*rHl7)?xwJQOih$sP%9Mm4_{KnDL3@Gx_!rjKqLQ4^7 zSk}hXMZ>~b4hnIEI#>WVRRp+;HugZJKry+uFD=ZV=D-!NEgYy)aIkT3adGen?h_E;;}bk2Atk#1=phx= zqlc7~H1sTB8d@egN=imfMkZFaXY9|Y!CbstPkC9MK70DN5)52iTmn3T2LuEUp3+d# zJpF(D`qK#_!vnQ}b}=!YfbNlDV3J|{=>>s-eqv+%;{}lD{Nsgj4-@DwE*?GsAyA<1 zKIk3>CgwdXOl)i{ETHs9;5-P644eEhpA60eO;g+_P7nG0<8$zsWUIO;v?dVD0w0_M z@Chg%QBl*du(CaU#x5xITv$X@Ozx$;f})c0t2b}8b#(RK>6@8bSXx=z*t)p7xqEne zc?SjshlGZOM$ z*WCQ-+WN-k*7nZs9`fY$?EK;qb#?t$E({RnKg9yx|694p0J-jAVPRt7{*?>ko(J%c zNrr{}m=A|sMibZ6>A@3zf4qmX@i|pp_)G#?2#OER69kmZf~zdZzoPv^vj1m-1^j=K z?B50Z54q++M3@-BmxoCPk_KIW`xi6Ce~(FGr`>Pl}}o1Z)#V*3TM zz84z-{Wc{bP--&Y34cUcpYW6JRhLS24&yyfdX6lVypLOv=acTWW1Wv0)xOm~p&O%( zD`j~u7F~Ou*E-U@m6Qv6nKaFa%Mi<$W5e0A0iTED>^RZW(N`aEM49%DeGq|bI5oNZ zWH!dn5l4Bs^M=*)GA=AF`RdM6h!34anM#bOWBS{rI*#dDu`M%)7T0&7lCP?xCRG;q zZorDVkC7(5Qz-GSN8X#?qod1aZze)i`lp^WYA)7S4Yax8ocvNaa(MD9kkcdT>18D) z(r6v6iWJ(4{I;)y*lp&TCRZtx&`Us$d-*qP2M@i#0C&4gYY*2_jvo7P9qt(JD{!cq zSTr4^O65?N7c7`8wtZZfp!+(*GSw@U)XKvY8#nQfhw=D%02T}g+3M` z0*zQE%{XeFXO*Uvlqgt>-ffPrSIO;;{o`2m*x2S58nCyp(H2M793d?iUCl_?^GTD) zrU%fM(dxvW@V>jJQvh6~r(WvOG?$*~S0QE1b%&ju@l8E%nmHqtHD0iAsD$MC-CuU7 zs99()7+(fAthNo>^N8Qt?@3$BeRUVxPX#|rsnbRygA2H&0Cm-X-+?*=$ue$rkyPHAbrE#t#765qqGib?qMje3mrq zj0bm7b*)XfdvZ60#ePYsIiuk#$#35YGkP`k*IE!3ca>W0xqeTO>c`bV)2b<7`HF=D zY%4GO9)2Le@v!Ee(~*qi-p}R01C!oorN2E%`}5xDb*pe?9Nf=uq@pGp26ci!jXMIV z3n-cVJ!9|$HHI-mWV*o6 z&k@dmlSv^n(_LUAzUa2&V)|@cHs^ukuyJf>OrDy5MjYF`V*Re%;Bje(4}*6kS}6eFS*D zzHE0jOVn6%=x%$1uX`loqyd3I)VoMQ_c`7n? z?#uI>0#sqI8t;64C1=yQNvrfbVsEzI4D}n@Re->!j(9%k)W#Vm^?7i6XW&2e2m^p>V02}qDF z>uJ^NM~zA>LIo{IE`^t=gA>Kl596{;p0$yV3=|DWkQrNe2!R*N)ef3PY}Uy8pBJA4 zRIPW4zr-N76@_NRn?bvhwIfZ;a&d~N8~0M7?W}uerH8bg?z7i53JorUm-iOUNjFN( z2$a?(%-1C{>vmj=n?wp(EUhAf+1(0g__qSQrFMV`r{+JWS-2O|;90M4U*V8lmxLrD zSHF~ii))ZAb1G7-NlDeA{MW$*b9xogW^Nu3o}|*%kAElMC=s)c`#Tlm%7gnSV0eeY4t%*sHHmwskNib|avs=}qoz zBq-!+5Mgw;-9eMC+8L2{A#LiLLkd0U#y1v?Ucc_;UuRr_bnfsC%r=&+Jl3(*wQ*CP zlh(fV+Hro{rQo9aJmqah;`v>h8e#V`;rUOT^|#H4?P#;aSM64fF%yR#ifvz#89ubj zCT8kp-ZrVg!cet+x1yqF=$!G=@)KH;;NwzOg;}V*L~(%QD&-t`9%zt&mTbD@LWyZt#d2s;pRKd1Y5QF#fADx z!1E8ancuQ0n%+q8II4i3@1wF*J!x(<)3m3bG)^4)jj*!N%%oRcdBosMHDPem`Ukkg z?=II>e!0W;)vuY5c*LFLl5f1o5~QGKKE=7DlN8QopC&^vK*!hFd9l6d3trE_?W;iU zG$7R_90w%g0z7gX2M3v=T!r?{99_C}lBio2D%~b_7wKIKJafll-AE5AvF#d$9TD$d z?;b6XEW;_-0?t-|6w^SS#8&z_LL`wOv zWsCie?E64yKha6nyaRd;&DPeSCAVzYW!rds8p?DcXB@g3iBW*Edo_iOt)B10y*>E^ zdj*umRw!MAhWgP%zw)@rNtE6VL*85~%^ZjYPrlPLG*Z5+pqkg&t`2||cnh`trhf_( z_}uZda_DPibWJ8g^yX#i&r7?stB6cdZ78Q-d?0EzE5cX2097j6JaN9D-Tb`~Bw-%s zOd^Bjj3*Jmp4D^XUXO@LuZERbC;h&zAzRurch{;uR-|zwI ztLCpx1lYee3u|r&TA=(<`s*k2)+U=TPj~Vpo-%wQ*t3m^Ed90b?W@~t(X9@7I^3MT zVII3{_}Nd;$0Yo6iDo*#TIC(rdSmU^Z+MC$r~NW?^-88=vh0ev;sEc3fAGI^+UkOl zwmx4Z@QVn=ZH`hcBNo>hvW7knFqgz`Hc3+Tv>%h*V3}YrD%%B~qI7O4Y;7iR3CD zDzR?Ydeq4t-$-1b&K%=c$DMD+LV4~(zD)satnze8DMKr5mZYc8C8fByAv~HV^gn8p z>Av$nRVEoPFsu$9;28eoZP^mRJ|eWNN)mh{m3bZGf{3)SkJY3*!uu_ z+wP?c5tawNEQVLkBvFM`TeZmkrxdZ$DB2twDKLV#?pxT9pyfLngWwRQsIhd1$DIzJ zNV{7QB~;%v8xd-vLiCHh?(T_(YOneT1Y?}iLHsZoLvVl;I||m@P8X}!*j78mlr)^L z`=H2lOfIvq3A1otO{=4IILI(HNPB_HbKq8Zpq*%{Ip5iEk3>?UvDfbU=e4f=0U04* zcZ{-BQn!tZTq#<=qoqEcwc-1usXwy~O#B za|xi}{&?n~TDJHjHo$fg^+fWO#>?h{AD4%j9c@YJeo-9lWl-$hk$jZ8@^=}3D1=V$ z`YCv_-WvP+-`^h6$Q}mqo2FrDjz;WUzfoJyqzBY}q$WHc{UWY1$c<|H6P&$1FY|;~ zP4dq66dD|~FHP6ZWcTvOKvz{1pZ@u(68LiG&TU6ZLC9(Xvw#X<%*!-kwm!i3i)e zRzTNM`b>ze?{L~1>)NVjESp1z0`LlSb@`ulIrJ$qpPwBY=ab16^~;|9eD68+8gY9Z zbZp8k&z0Ni7?S)FLWbPZrX)I%j|)ko)K&JoQ0&US%1l~ue$x*t8 zYf>{)7tQo0iEJ&XT2Pah-k4YFgUhM!+}V@rQ8uxeD+FcKn;B^R-h~c)1R+wwexm7W zUhBPFnKZookPXQiUT$N|I912njNOuJJm+N)K4jV=+K=~M@(Y`Wnk24TTSG@}jE{1% z^`Z<>8(^u-Y+m|3p~;!{#b5Ucb3If()L!!OAZfT?L)Iira-+l;6?IEfE0`9!$iKIF zc1x<|$z^_0kjbJGu_a+)%)-^w9HT3;@gDx5cP2@x#Hsm4xkYH<{9HwG>9%$8We&Yq zMQOwS{zPV?VN~kbMHbn{q(dbHJN?>MmlDzVbgx@M@v50_lUFj@2yq#4c4#GkHx*(* z*%ER5ek1^YnBqMZ?>b`)$7m}tl0$X6cK@e~?#pH#!NAdgW!HGwgsNx)klrDcgXj=z zLuGhD=;lSm@6nN&)Y;xQc_X8T9u|8(LKNZIs8Ts32IkA@!^%G(cV=i!`)zgt&aqsa zrv%b)1K_MUhf>Os2FqvkWoB^5lq?vkY>K6T@~p4|TG5T$9wLl7TX032qP^#-_D+&# zy96WbG7RgN`7XhlN2<=vcZE0|LFQ1(~51L(_{r7Jqa=JvWO$C8lz_8{z`Nu!dQG57_rjM?S|z zc&SL)3xlv8#0xb)jpe?^Ph!XjtfLEVPr0?s#9YtJ%N{@0Orz%)Y-EEql}9?38=r1P zM-^Y6SL!h^Pw0snsg0N1dl!^P=%1Lle`x%;1m<8Zb*}~KBA??4S8bdMozK#$)~m#_ zqSkTMs_D<)2#mqSS{Eurqa#t%Iwj zE4%ET>Ru)`u10Qm9dcuDOHFNxG%i!JpeFlge0R^$%2Vg?DKwvzk7P*vN6~k6P7E3< z)H?EAog6LL{*3GN;!B9-$a51S+c&ql!&64p^+8-4*Fy6@IbW;>MMLktbMv|cMrHnn z=aGg;(X~t_kC;?P>Vk-9gXZJcYn56Rq|!4tCT+n4Xs}a(j1?r;KyS#Fbk3pd6uXyr zl-fcITs+1ctG`r1K#|U-yB_n?#_kWu$ia^DNy)la-sO6YKFmZsYU1vhr-yz+!ul(p z$WqTPl3g$oBO#j{U$VWf&(K!^$y&H}qq0n3eY)o@JKwBam_pVX6sPl+Ee1!yfN%^e z^%NYGc@N2uwDwV5r8V<{Sa#`(u{nl5QIY*S={9-qdkV(w#KCn5-C2E|uNL_WAG6fz zW0p8Kg6XQx&8D+lep&@(cKtX8kr5;Z0OEt+G?Kyyy7*>rLfz z>k1TuoMX^J_r1(bAMo^uu zsFF6Itc)K|;=bJqEOLnsOx(_HGCwz`0?9Rmq>lXf(AocjlOomv(t{h{?=pRR{?;wh z0RNEsT-?AX%oN8^m8Q{<2#`18YnK`~|6B%@z5Ht-z1jT3r+cyB+hmFg39b@bWikW1 zv|zp86_cB~M2bZlMAw1GMzQ@00-ipvCkN2I=XNR|_-1s}g*uSGqIFRC#d@~Vq!87p zqLZ>}+F;EF^Rm7G2jHY(w5=r}H;z-MC324C{FbY*BUl{4?C$ zREX0^mp;+Po9oev1;r7wo6vU0BSB)A$>h>PkN0L<;s}JR^+Nagn)MOc0JU`2c*Ox7 zj^uz;u;I7Z!o5>F{ix;*%8Acul$Wy!X!!H4uX*9)6>quMsI0am&V;sU1U?}kKN5Dx zetE*Wuj`}BY^+AUDB>Q)Z5-iQxGKwtN^`iR&y;%%crQhy+SBCs4;q`uTf=q5T;m@S zCph|9hhI5LIh-F*q^vJ!O@KwGJaR|4i>7Lgt zkGbFm2QTRA9?YXVB*&-#w0bv37NzHcA(E}P1sI(?=?lAY^MRc> z8}p>+vGR-*l`Rd$ScnjptO>D+t>%Jifz(xyedhsQ4_EDXOx*Mp^FaR{Y231dvr1f> zS<2ayKF7z);vycWRD7~aW>%u?N}w|)Op40VJ)P#5HgITmqoxl=Lq~?XbQ z!A{DD3p)=Gx3U{6Geb%uM47W*g=r}JTsO2Fy?(0jtZ8rQxal-BR9Alj4O#p6#79!Y zj?|ecRxf5M?MoOTVGH9zx*3~)`q==(*eVobSD${*HUXch4{G$pS zkul?Q|CME`-5^{2v2YrChPA!*50bq(X4Z0$P~voFg2Z&^fo~k&>yXAtE^Brf_}rS% z)c}r96`fwitnOd_fLcX1BDT6TqUiRflBP2wE?+ISczrQ_+D)R(#8E6M)NCAbNP&I0 z*cRQQ?!n$izCsCg2Hh$Zo%=*asDN@lYVSOLPpriYU z?P&6_)oD%AuIHMvc(v3nv?fNc0_uAFY|_J=?MLhglMD8Hs?0!or0)4xn5Ji}!sNM~ z!fdN3S0zX3SfTjbaThTbiZ4P+eB98krpCPr|4*D0AtPd=oZ>bo> z^BY#LyW|o17B*1C7u$#}_j*F@-JY2zOllyid;7%=>;nW^sN)BW@^V(<)u_IzIS{0& z8hm`TTz;oZ(N>Oc?~6M5F>hQ zvdy{OYf_2|HTG&EG}w)lW>>{_Y|AEF{&A)mSX|FRtArn)T`xu~Faj8^_{-4}xFt4z zV5D2r8^SAeq>;SAX!xf+h2MNqKT4xwvUNnfDIBX4IwZ`GCwJR3xLW~KG4(|7YXMv1 z6Ng*wjunP9q+PGD9|g*#(oWyiN!h~=+RVrEtns^H{4#A#464rwe6Llr5Qz6AIZG36 z%Cxf{|D2QrbIniwC41t&O?}H=83_@Jr9k!j7+Jh;950*uFlGPH+*oapP?bMZO0`cm z6Z4*ri&>Wm)|m;ZZG%RJ`<>&YzRZ!6~v6t0LUz4+;yuu}cnwoHn7%^Hsd zlbS*UyW1yr+NC*{tGfe=zEOPg3#CY_nvWHIHA$Ee$N|S#7CKz-10h z5jHw7D}{~tef^RTX3Ld-siP6eVK6A8nEd;F;FFKzb7x~N@d+HlulsY5dHRk0y053W z$}t8M-MtLX_~4no{DFOs-dJZoL1aZ7NvLH1s3h(SX^>74Dq<#{GwS+cR*3t3KYk~R z5H=;mLuI=Wa${K~Xx)>eBnu>}XKx`1@&I@SpLDmzUgWg#0uj&T;54oFhB}a>Hy z4DU_P%7Obr(6A2TS_XYlp3Ea)Va4JV>1KP&N!=YBU%KWPw!)Ei_N1_T%xIzvt~OC- z{|19AI|c;Wp^ya<@bn-^j}L`t4>pXJ#@N%hH&3Z}?!+h?+)Bp|4jC@a)+rGZ1JVb@ z(vvl4GV57m%BgJMV?AAWpLC+EF`)tXwS_&Yq7!IT2c??{2@06N^zmZw<*R=y3&w}q zP>(?5aic&TT1xay$3P0TLJcH$xX5fd!?I>goZ@3Xs@_jU?7t*Q4gCkU^*X3qA4nB* zC#_YI*i;#z^5nmoM-v_j-*;)}_8j}!q`c!2QwK+JyqiA%DQLLYOg|gbiA`oiu{6-s zo#=nQZ@4sSJe8HEHt-EuYfNmKK{1+fb$u<3a>>m;%Z>PT8p~aeB#B%F9~$Axo-$2y z9ZNLU-rOv<@1q)dz~Gst`TOj60QeS1`ANg8PtAfapqtfy0q zcu3|7e|2I0el^)gDj#oU=oL@7QuSg#O2}nyDua}LVH3~x5 z7u0LHKlrR{ZKr_t#Eey@uT$0(p~eHn`hEa9UgEK^?l?tk`M+$ z!Mo-K8~B&3@19jpnXw4&mZkk@442t>5Wj`dX?Wk;oTe*F88Mo(R!-WxbZ`3poXz{! z^X39#gkH)c?15QN$-1J53o}DguN_*A;hkcvX~>F;qotF*Vf?j74WGwSzZ|%k6ATfG zB{=h>l@1)q6_jsn>H=!b=lu-!3sVm)bV+vK*byGp!wbJoFDaLxA~i$sT@9LAg^KiP zeL7EW<8wa9{1zqWPhw`sz!6B)Z)ZjH&A@}X&c;Y=U2Gb368eN%Cu`K``WNa|l7H_l zl8U0MjI=3sI2PX2aX47)q-wpxbaSF_u}v%z7U<2#aaeU$Cd{0>+}F3q(4xg+Xe!9{ z&%|HJ!nI2!?KPnQRxlPQCpH`Hf&%oyl?tqG4@{n2y~3daz26|g6S)j~GZKD3Jqh$6 z%4(TnTg>vSaA-Tv{-fvZ^i6kTaIRG|7=(2vXwTpWe~$EHCMcsztRXyq{FNg9I+)0= zVM%bpZIN|F-Z{SV7MX z>+_GuVD`N-?RWS@t@ND%UTf_^C1SJjg?7nYR%Lqn%kz9gAzLi*_~%{pANS1D^!e22 zhKGKwa--#4N^B^N*~bNU&I#?zp>~^)=y%^t z^i^$~pitT|hl8l`UZc+KBlM^ow-}Kw(+Xh_LOMbSim%M9wVPo@Ue0I-k7J9DB?CaU(NuDlL+zH@EWb;4I_(6$ocMc4Ig75KrSVg-c4Lr zh7tD+)3)3e$%3~*L-N_Rgm*ImKw*E$_oTysw^|gKU9nI>8q+CaSDU&bUUV}t@#ZKOrDrP9RKakexS{uYJ3@Pe(Rg9(`?H>`BX%|PH(yPfpP z&(Fy)5qd zE8o@%^7oV_bSrJDYIS&-GR7J>)t$Xq8(DMnujt__sT}8=6Y><;*q&v;%9_}1aSrBI z?8`}h#k}Y0ceDBzB}izX*UTLUS{a@mvf#=21gb6jb{!FIH{R(}RjykLzI#0lV;#&a z=Mk9jd#t1we8l+Xba9BHh@ss)qVSB%VAiI3l7jxTuIT#n(>fkfy{Ijf`t(>$I)D+Q zhF@2%$cQB*%gODD60+;TD=nely-(Rd9ukfm;pk_?4gha5nrDqmyf;;~{Nk${){q3p z^I!QS8oWDB%MGgr6xeKz04vL1&lzTF3qmK+Wj)e_B3{C~7T{;G9F`(~ImG0=Ui90G zYCkaEhzp3iHr!yKvV&0>+iC21NL#h){kR|rLw;p4D%n#Sb`-@dram82{9lu5dck{n zg8ZnF!F{s@P7oJp*a#5`pR~}?>q{g3@{dpxjf-DT$gaI8wxXBBe zH_gQU`oIqor8t_w>$TqIE$Oux+w0>K8!Zz z8RjKBKJg-Yt%qLfcM`=$C($Li*?o>QOKzl5?clnBp>MklkD~9+Dyk}XY2n##$bSP) zN;!@_VP!K@7dM{kMkX7Bo$N$(>DF<8vGf#LU}a&wWY;@;ntL!4 z4*Gm=xXZdUot+qIXr1X=7T)rr4PuN_xTcHq12tFv$9OL<(f7kEWIdSa@X5-|Ls(w`@y(dW;Ud~LM^n39xe>+!Nyqt%<@DeZve%L%^5 zXe^FPHN?XN0}<*2VwWu{f-lcb-r60*w;D|N-jw850GW7tQd#o~Y$Gl_E*#%Q`WPrf z^nX!`Kj2*b9M~2ae`@v3uA`Ey0javSw6wQG2QTAp<7^;?ICRn1BSH?-^1Nhc9IVt+25JIoxdG0B!RuwP2EV2PR>t`POH_?Kr)1R+tGO3 zVHKjLLOSvoQtLDQQl8xjjx_W99;2vht@$lBK%``}7;~?Pn)&Xb0g&^(70CIXnXW8676cnm%MiQUo4;yZ8O^`*ELO;1jXO6ht2=!K9TSNsmfk=y) zNsF_&qiNXj9S&C+RrwW^28kSn;CI?{QoDI6eL5?B zv!fxNps9I^$itJl1sD=>6=_p4f1Y221^L97&dvA7t3%ShnAi2>B00q)n zpHs(unO3+2{kNwqmeW5+)^qeexc{Z9e26Y>kYs;075(&Nz$}kCsx-Q6e-@RI9I?RR zr--qtdGQAnk;&gK%|BmWksf;c3*CQfdCSpJfw{89T?;YL?E;*X-%34P^J89ll@$ZH zsS-F$$2l8#!cnio>g2Z*5l54Qyx@77DBgNCoEhTB(x{b6aa5?sH(&Wg*(uj1*O}CQ zxreXKmYE&PUS>M-w$~J8&Dl@Rf+{|q^k^i8K^Th4YF$H%V+0sCTI^tSp>F- zhebpV4M_^5LlgU)yC8YdG#6Onkgch_y2t9Y@t^&W2K3G^`b8>U!})vPJAN;hnVWQY zH6%VX$9mkXqYqgW2;?hPi($|<5f)YvO!@h)0m|As(Xkp!=_@cHNJuZXbn{9(K#;h4 zF3gJ2!TwNmh~C*Q92IVg80!;$U^I^k7+$i;F!u2(H}_;FxR;P4+o~p8_#;Z7AJ}a2Fpb?ALU^mT}5I4!P2td@gWdr z4I>y%wjg@_v81G8X7SR<==QkvtjO%7ByLMH8ID>ntZek+iKvjk$lrNjgyPYfJUq^+ zw&oE;LfQ3gzhhtJ#=lra_`MToWWZ-C=)gAq)`YmGH{RE(pALE+VRc$x7W!e`4ztVj zlc+?h)Z>L6n%O$5Jd{U|m_6$=3iR33q^Nmf0EGxH6vzwui*9jB+NxB^t@4m^wy?Io z@r8ryzNbPrYGdu!@jk(+nA9uV<2^?+$_IRx)(Wrq_J3q7C*{^( zWn=*irPy|s{X?9BJ*7XXd2BD(6DlT>ISXVk;|~-2ZG8@{R%f$53T3Q}uQmo>h)L!~ zm*G*3{`U4Wp4n`FhQKLB9PM~!sehEZQJl(k|N726dhPYLw?cU^Q~H&Kc1yW8Pq43Q z0V=Jlo`aL)VoqBhI|J*>m)lva?YQN>v2yntdAz3$R@-poOooW}na#Y&=ex74Wy`F= zt#;8R>sb?$WsPyj*$y{T^3oCid%aW(W$g%_k(R8UDT!$y<~d`v;{nQ<&?lC3#637^ ztImglomA_WF9!qK{Ia5dV0ARZ3G3%tEGpg5kmz*{xfxRoA6jp~PZE^7yvpVe$$J~v zlWcoGAv%SNTGGABzH&ug%62LwT>fhRa<1~{mkx-~&xd*Y6`Ah!?ID)2!acWk+5uC_ z6KIjK!0jHc07WOVbx{8x9xnW(3>u;D5mNj3-kvvW3MAi1i80wu#d_9yq6>TCp@StB zQ3K)#3)5H?34Sq+7D6V>&U2J&nzw+gFWrN!KKH8g4uh$Cj=I=#urfuiDS1HFy87DX z15ss%ZmO@I%8q$?VlbMgTYUntH9Xv%`P??gp@O*i`Sh(;7R%e2hK8NPYwCHw0>qBZ z?1YJJs^vGNVx83tJvSTS^fOE9;b3@-Ftnk_CsD9W{jD z-quEm=mYgO6ZfB$T$|jnXQ!+z`!hQq=ESLALb)IM$?O2t z9Dcg{1G;-foQ)Q-vXuVSSvAzR1HO@bI^IrC5}i+a;|K6B?dGk({c%;v{(ul->%e0U z0Ks;rA-JVC2!JN&fgTS$y**A@<2EF{Y~Q>y>yJj9xu(1V1CLK2I(8}~X$52QBPZ-P z(EAzy|F){;`RMKw;BND80Hd8t7kwWhgu1i@N4`{Lo$H=P-THY;`)s0OQ!tibuCO2D zKmf8ym#~3lbdCiRsIPeN;UCa4|A+K;a)j*}6kP&<-Uc|R(8LJkKcE!IOW1E&=pB3F z-9uZ!{Jjg!NUm2O1>V%d#76Ik zmFHD#q+2mXfrJVk3>kK54X8@kYNU~(EXx1F`n<(Q+2Z^3p^}}EqAh)!)J9MgL}ch} za7+e3po(|FP7jMuWntLZ>hwt+6DU;UGyD&_;#38Az!g6&<4#vN8 z%2w*P*lZN0$~{%ZH<8Mjn@<|5?Rx0j@|0FA-tq2JF%wZTnq$m2LjQ7b2JEM#{4BLj zsaG(nO50spVU%cy>*T}Z$Ds;v8Y}l+j`C$*Vr;8w3DkI=u#lg8GQiSoDCdHerqYk> z!2PU63iV4G-@S0Z{`mQMvXdgPY)wWkh?ngH0)d0E8W+>0>JW$LjsVf@kejoYlSiS9 zpiI^1*k`4{%6sbltp;mHf#qniX;)%z0g9#1iOLY+6wWTDrAJudM(Ea+Pab3o5!c^x z+Uf&NW)18b6ZBZLVq$WV{10T-s>(wPjk$%GU?^7Y@6)C7{kGc~Xg*#OLq#usS$L-6 zm#`q^jXYP#dQ@h*J5C#Wqe;M}WnYPI-P4zBpu>571@G(B4&-TXb!E`O zM!>}8)cQ1JvzgIBO8@y0p2*<)P)rHTbZs77&r`KY31K=Z8i-`=%x6A#k|$ABLnQkd z`KM9WADZ~S%)9P)rzh5(+ZeGyGU^uv5-B1JX~u(+!K4BY$%&6UibMvuWu)&IYTeVWvK#{Ot1cK=1Hh*hTjhj!3JuP zC;;mz?7-`o=QO4vTCrUICP~^x^_1sm|JHYOAUrTsQrc(g%@4sgpBK|o{I*l5>*sZ| zf;X|K&yqj-1r0R#zi7B8jyyYK2IVSdc zf#CpgaDfwzdY5>qs;qSdT8YQi`B;!|>_fFWVHMjZ;3ziVW+sQ}Z}{&x2?~gcN>`}?ktSkLRFoDK5HL!WUP6)H1OyeOiHL|0 zq)Q7O5v5CL(tAy)0g`Z+GxyA$&Dr;qIeYIpb0&{Z9+H^y|11BuzV?3atJY=EP*vy_ z7@QulFPhEp1y==9iU!dkQk3x_l7WQ4F9wlxJX5<(swR{_K7a9s>(i-MkNMVyXcyd_ zhn2Wpv}@xBz5BGkuaeKK*E~CB8cz9a9)HvCz`lN`UCO)9FrQoe=2rCBLy9Bt(MxSw zSEb~_(DA;eM^PJ5Zzb~Cu9FaY#%?rxp<5=g!pi1gCuGrX_6gts&SW;y9H|O+ar37modwUQW5F#esu!}zmF5x zln&!7-h4F92r{-Rx)6%0i}dQxp^Nf%8r!vxA*vo#_S)yxgL~ap@3Wujf4qRJvvvAt z7AhEf$;XGd%l&(kyP>Yr zW3sFdyt#4pjzgZ!)yjo>NTb50Cw;0FVcPA%A={xK9G&lc|BpWY$@sAk(ix8yL*gG- z8*1I{9OAg;er2*IN638lr}2F>IU4jz1wZr^6;7RSG&hh~Pb-z39?s~~p^5K#Va8(|71bGV zT%K5$?rHc{a`5gZsfe~bF)g$an0SZ>XQ8dUwTf? z-z^G$V-|isAnyE}XA_H-(!|?jmRz8(^Pj+PSCr}g0|@u;_hG*}F)03@M+5)n2{{>Y z@&7j>CnF>Co6X4m$I##ZoEf=2tov%IGjjhn`}eOtBlj=HW&IcD0jcM@i@HAlPB}+i z2kJWfE!RLXCY-yR;)gG-m3tdy-&M3$I6VB~8cVuc#N&hgYuR08i);QMK@}UpZmz;M zxm)Q&UAUCwi5=Bla+Ii12D*=BgX14YWb8inFe^Wfc<;WFwMYa5WR^CYy!nye;KVv- zW=g`$6fVsSN{Ee3t7%KhA>4jJe0L=VNnj|o`8K&R1qD$Wl!v|AZ2UldR zVDV@IP{(E^r(mb-+u@*&Fv`B-$wsprNIC-O8_CQD8WTyRyOF>AUQZZM)d4N-y-D*- zfRjBgY6I}1bEZ-b!U2hT;3>gn1VsX=(MCNQ>e~F`dZk`BRGXsiH`KkD>KUkBlNwP_ zqb+JAN{!N~IRmkd8W&UJVrpDWjf;P`xH!*4D~;rdU-Nl4%P}C)VbESrU;I=p=i_y* zb9)ZP_{<`8aXf^V6fLnZ_#8U`dA$AxF{89734B+$f=}1}UNBo&)_FAAPU!3VG~X{@ z&gs%C%j>_~tQNb~`m&3|b0fw>hR(ue%N zB7O2}K+r0hbvS9u4e$nJpuVHNV9i@L4l4l!U=fCVBCh<#?{|2==c!Xa`?vqyM!lra zjlzULvTrtgwIeeNhofcofYpLBKEv_4Y5Y2BJG{tMtS#9ZoW{-WmYcMjw8S#u);E!PVJ0BQb(4(qDH5~jz2qKODV&(DH^ z;WW(kzxxQGE!fb)D>HEZGHsNsV}y2(q^`HirS;A0P@<~z;>Nu5HpCO)g;@<@EZDIT z1%M+)=7Pn@)6WcKy?Q17ip6&`mlN#xh3j`;mXe~r0(3H0I=Tgg-I_-eY4~BNq(NvY8kL*~_G_8~s}h8qCvM$9mVv&`e;Yvq~;hGyT`trl@B6 z>$oPUkCHIDvDPJ!f;Imc8DOr%f{{yh{D%Q=ZV!6pR_6D~yA+uz&vfQ(NJ$e3v81BL zrhj~q@g@0E(n8X>iQiv0u2TB7$k-9%X%Dc|%xoTeU5a@2yQYuS9O}2vq5gks`b$?w z&8_~FBhd~ac9@aIh(76+Mi6>-4M{$9f7P`c8}0_Ps=+P*ug6Myaz%~(i+c?aG}IH> zO5e~=rqmz_>!V`pr{J%?Pj;X)V#pn&%vSUr3~`I_Y%4CQ`Tjx`Id$CSnHv(`x>*r& zEW2a8`ftH1QD5_ShcbUS9&$&80+qWnql1jY&BZp3aEp)~frMyVi%F@8+SYM&%GxV=%B&ax-Uw!F zjM4#-(yAo71Rd)Jos$8qxL%Um5c`geZzi5+H($Viz`vB!uW&2HxgK-qM^|J|2R2;y>;qU^gdPUB2|Z<)7IuCg{+m$-ft7_>@}%`%(waVU7#+mVO1Kuv?}M3MkBN%f_2rNe zy4ZFw&0`IlE5C7}C=B;)ZqJK`$q8JvhaOR71RZd-&eOip@hul5^h&|3+*^W7jvGTSmlPEwq_~zfh4D7MOI8sy;WbJBh`#!ZZrtcDz_UJUAX#2S3EXr_d~Y$5x;tpBPLgoGLJGAjsQ!do9??N7Jl&We{eE zD_+{SYLA?oaGZIV9A{4Ax|TtjMOG&rDq|YSd|KF6re?W*xsPR^pNe3T+O1u2Bq>sL?fr1^@vYP5dtVRSR2t9MTENp(dNj|_4urI;@LV5gq=f9VS=NmdH1nK|KPDFG$-7K z4o)Kxx-?geja02{gzGxns&<XU>cGFxy_qY#Db5+tIa&T z{ioB`tHyFDFpRuRD{LeE+i73rs!?9>WYgqu9*)Ojc2mAYI=roO7-h27Hq2nP%ga?W zJ-A}UBao!KN2)ckpuyuVIdK(1J1seDaB3FCeL>_b?Ux=Ipf2U&t!d8pxn6FROMrHP zTXa0KM}LGozxFzjk)SjBLpn4;a>D2t-L*LXm&KJ|Vp?{ajVo^^{(GAG-_z}-dc1!P z&-33ELHx1x#61dEN>fV&70jOAmAp2}>t=`eDT+tm5PvE?$b%zmTFy71up~cO_r#xhA7xW!B7+Sg&bAtIOHp@gJ`w(Y1p&!{_Fs3>kxJShR5hbmw-XS;fjB9(H)Q zC3jfJz=8PhJwkF>`5Jr|%R<87?04bZWFgFBxH*!(X#^Q^sN``}K*!1@lS^ME6`C(- zulAosS2B4HD)XZ25gS4jaUg=F(?SWozahA$4B8zHP_j!4$=}oFmmUcVC(&VC0&C)@ zEAW07OH%w_GqLTux4*lY&2PT>80|`R2=UNzeG=Dv=MUonm+ZYQ-^%CBKp(!<&Y%KH zPE)XX-JjfLR)l-7ysTlzU3XNX%}iNh^>!!C`YHBC(iy^9Fo8jZJJCm920Q zS{?Q|0y<>ZrAr^~)ukjDqe9ehd}#eOZ>A$H$eh9^P)ecG#gO)wsji*Dm&svk8Ro60 zY2SuhGb&F8r+vxv+MnyVpfYdlJm26l0^56wb}JqA;j*kx zz?=Z|bn?eT4MHdHgY$1_nN$XC#EN0#RUAANG=a zykM~=DR|wsM?PyH_+5kdB z93I7v51iLCdq6phiu67-A@AA=-5d!)Uzb_khE!%&dE(uxuli~lE1g3xcK2*Ua$D(T zx30N_m%;IVS0XrilroN3P1%veqDKj8c0`Wr%l-Hi-+zpzYEp;VXBN zp=mSnL3ckD#W4hRX_{Y+2$ST}tlI5%_swf>_!$!Njst#qB!OJu_aI55)1&W(?78c= z39PeA^WVHer{crpD#Gt%801)r2}F!YGOOt8)@54B_;3q}t7aQgr@xQT(O|;TNnvq`Z_y#B2Rb{;Tqg~kKD%ITjdY(`7& zF+X1JdFZZBuxNk=MG4tSuRBD?6$T+H6sVT)#4!A# zE%(|=HupWgz}L*SaQ-)~bRdtZpzEOU6V?0FIzFECTYq*|-l?GWjYqS_oo>cg5PC&a zHt?94nO0pT6)zmqXT*c&7E&$m1x3@QG9IvNIg-*Qts{0m&rpZsa(+&sNtEIFkC-t! zOF$sv($J9P$E^{zBKiZNo*U3oi$5GMdq+13C4kO+!n{x5_E}xK=5rVeu)`^$En2vY zT;xZbVo!XouBKeiEsKPU3O=EQt=|l2`N%iBasn$!(u*ZfFyvi?l|_2~0b|^9NJ&d~LKX4hhjaqdt;S7GAn-_g4gPRmTzeSF zbU$H!(X4QK8=}bSOlg0Q%%QyFK@e_4SJLw47$0vrRV-P=-^a0>41H$_&Yg%{tB695 z^3D{0brKi#v_&i(sYoQh9C7j5=W@%e`4Y=nr2q@Tl_M33&}}%qyTmi~QD6B7=0Fz#u59Vcphu95$z(5=dSxspukVy={EsA&xH(`*PJX zf6Ajy@%g)Zuou!aT^*;7+!~7JlFC&(W;dmN9867zqifEPWC1ZI!y<{vZImMBu^$f) z@Zv%BHpf^vJ?paFcf_K^39>-@#BCLmhWfKwIK;xMDQW4vhZGR8)W`qC zYh;Jz!j44~YbaIvu+5V=b0eF2n+>6gpHchu21=+j&6k}R@3PPxu%&zmP=xziZZyp< zfRVsJ!^h*ST^6ci!&YOdfn}&s;jtYz^PJrZgvFLd2A>{Wu*mLVP4wSwSGjETwO(G7 zvvDcwZi@n0)^syq&^L^f2u6FaDklIa`$G8ig&X2$F}^E}QrxlR&Mk z1lWF^251nXdT*Wntzf`S#+ zi`$Tgh4NR-u3p~#LV>ouVmg@_U6&})T6UxtO%ie@bgOwD4&X|oZyMNR`>oAo!DT%w zl%da9y#uDivDLV#4I#&B~Ufu|_5?aOx)QI5sLW5Ual?U^5-ZJyHE2aX39VhDsUw-; zqX^iVaEl9pyB2OfF06g!wXxTXYi=J8B9EK+5>&O|!-gd7B5dbqw5SNw^xa|AigVpz z3FY=5-fPy|zH!8~_HL|?V&=%OFc}`8ety;E!)iv3^{Kb=cZ%VIyLVmxJlj3`u~C43 z{f_IycehkrP3_pfeV7sov3w;dm#DJaR?U8pUBNlsLkS-~kcAeyH+jcU{%$ua*ly_^ zpWQ1K_x;4KmKr2i8RMX7`<#Nl6<6a@{-UIdL;uK;#w4$TGf{Z-NMK~ax$J^W9raT+ zrY5s_awW$^!m}?ucC4g@B|w0$+Dj61CJ2ti#-HZW+ z;z3GNnib_lo_Z7K%KUOQ!v2C?of6LC|3;Ch`A=x1&D)*RhRMOyaNObEud^D)#Zej(wzJ5`R6=qGA%Mc*tMhZ~vxs zp<)vMghAZ-m)aov^$q90Gh_Lm^xf3#>Sw-(NA~75cnRZW(gViv+3&iT9EGb}f{r{n zcZCaCkrigP(tu2JF++2Di8peWpd8q5bHY9vEJ4Y6Z^lwfrPI~Zki&IYHHU>>(P22z zaF7#>Xv&X@ErnCBLsAa_ssL*EN)2DB;p;D_vj4u3nho?CXc|1Rc?_Q|XrcJ=xn6#` z4H1|{ZjK~v?#0|718Rsdo?+SLtN{MJ_S)-_%O0 zJ#XLOkKBd`=T*bjSU&U@9Q#d4LZjKb}LcxZy6d5(9&4VGBvpUXOvm=``#B z7{`Hl>?4R$E(_MeSGU9{p)zjoNT8__6GVWLy_$aV5t(4*IS3fl`E$`c#Sbl46y=(TyJ#UFcJjQFs>rVSW=p^GY|+6lg? zh_cUFL2sN&1h|5ngh)!H!E`nH0O6b;xnm--6}+QdaO7vnm^wJVGhv}V{yR9~s6|>3 z(T;CJ`XVVR6~NT8aqvw>$8k9ul3x~jHUvF&q}=c?c3z+#qVz0*G%pF@oBiyT0gc(iS@g15Z!PzFAc1~0M$MU?tW|6DeQ ztS^V=4-c;20)r=-AOjp%9FF<5f%N6+Uz@XazD;RcD$_0(OPcaTg0Hn&8s33y`g@U3 z)Yk(Y^?!yn+<_sI>DlRkEvc5>}Oeg=iV*NuHAkzP5=j*e#Q9_O9VJY4Kf z_}*VUJ`d~`z$|_~TMb+71^j_35oPH*Aj)>cknIrU-TIkcf5}(Zh4sL6YS4TLwaqxo z*CE47IigSv5Y6-qL$~&IgJgR(>&p)JoW75wS~~(=N5sR=gSV_i2K{tA)M^>ES_by! zznfCwPw$~t%RopANF=P`8+(YVlu{#LdlI;()7T|uFyfPa9Av~Ht2Y0CZ(aQHrQme2 z&1l9H_Ubn<952#EcV}uFvSg?L;_y52FfxC^ryU;p(J(y7<&_F$dRb#ihwX|<6yfKt zPR05DrPPP|e}4sI{DNL^UZS9Lonw?A6Pnjb%Dp8XoXAi1tVZGz)}twc=BjP*+X54Yn<1vu)VlvT8+7^#rs4q z%80`cZ7$IIVL%dh%S_?rLm7>x)u;xzFGZRrd$1tFuWTMa@J_$8i4z{{n0Sz!O4^6% z7cL)LH#oV_r$0~d;X1bsNesE@v(TM}=*b&y?|mK~zNHoBT2EMytn|R9x!5$odnoAL zR*@K&dlQ}-YC+qOH+ABBP`44#ClIr_%QU=>V32v<@{N|M))7aS{yjJJo>Z;~bYzaU z^l*&mj6Vy~t8#m@q?2wEfa04&^o&D3s!V;L8BMlMa=~>!g6PYSqPZ>k_qNw&ULu&MxC1_BC^g9+<95}Y_2;TwSET=hY4Nd>oa|uLF7DgxI5iE2T#ecJ8%vv_{K0W zTk?C}FtXR7D!y*S@O}<*>g(8vCfnDVxt_PQ1ZULgvu@&x=DrWU1mBg$Vdc5W{?1iw4b zZ`jhG#tj1pN@kI5N3tT6?{32FUF*9B9 z%z^04`;x9sPP&S2nE6H z(*@i%_p)6*R2Ta0gY`USZn*SgqUg(8ty*kt=N>sK_`b1K zSV*@9+ARS5iStq6p) z8=HJvb7wFf6fV0plz0dl;;!M9d+4I_I`%aktB#90(avoS@SKlz{- znISS*V29;~TQHsOs9ATzdB;uggr57FYxQAX@=IuwtJ!$b=qs~HPEJK-rG%Wa!p@V) zWjVzm6YY;!)TA%-@gdId9STXTI8J^_Ich|7uM>CCzgB$e_5H|P$YiLy-?~%cm&tL# z&WzDl+K= z-YdwQTnLSPGHR_x-o8C_IM6>o91{j%6y|0V>gml|d_f~+eHFXUl zh~`#rFDT0;%m{g}M~H*SeY8r{mmDn3IoU;0!|3oEbaBofHtqhb4Ih1s{Q5nzFZ!+x z2}W-o0cIzqK<%vul}QdBr5)}nIJ(F1y1B?SBXSgMnO7wPuYRDpDz36{+%g&ZZ4hSF zPK1qQV^DXto^{Bup2~*%sM(VAcBjZzUHT-i9=ZN_=jv|hsarJP z#Zp6*-JZ8{F~f&Ye6H9zo#Y0`k#Mx}3(kV@T*LF48_pNC?kZMB!Zef$GPdk5Q!MlPU`y=(XQYbQQUbQ*%_&ufY^;OBF^{<-fwfm6G6TURN4?b}R)fO*nl6E_?3dt^0 z%BSf6DW{XMFaW-B?{V;vdUt=(4gD#!|ElHcB9oO|*@+wSTbkLi2wgtf+Z0Cv{k*x^ zDKD9sTwg@*P|DjD+J@u+J1q~ScUo`Z~_4`H6nth$E9nYDYdzC6a6 zIa3tXCvl@{uauytN;eH`UO$FXC=A&Ha8P@m{{c$Kq?kNd8dO?G!Tx-$F`vPify z6E!q@-9uII$Csv=FGu#HMF86Z`mX%Vj;e|yrL^n0gC8z=#)$*L1WVfK{ZPR@prE=O zIx-NUz(=q!`PhNz>1tkYE?lZtNPD2^?RHz7b{d&XVfp^d1Ya1H*|2Vtb>vgS+Z84< zY6R0eLj$chEP_Dgn)flwC#0d*3^tS2TuZi)RgwEYOD*+22aT3HJ?J!un=qT+(b&TQ zT4v`iT>WbIil#A{9=DTD8?aRe_!G?mGZPPbh^}QD!jmmE3aiIJh>^q3f~3P?MyT-f zGyOsmJhB~j{pnn05L>98G9Tujy%IH2kac-fjWF@zeUFg6@y$lMPAvi9TW#yd1P*9^ z=G&Y7N{j$y1yoXxHd0qYLWm6%Zod(FGGqlx+6{Wkqxt9>T@S#Gk<9P24e@>kBRQ4x zq>hkZZAs0|h>pUD_n|?s71~xfo&~h2BS2G%Nrga5@phx9>@q?VdQbcHwB*T(?ci0d z3wK)vRF5nZT?OY-0+!Zp3CEqg_FmN0!kaT1&VtIvz<;)r=Ukl0z0`K{-!#7YyR>cp zS=;YBOV+=8J6ZpQhdmKvitkX_BNMTREZKdlCvM2C@u=)xMY)edrqK`q;w-_bX1FkN z%y7fmOQ_`h!&Cb{hdo+0Yq&svj_+m|GmYR_OTfS$0<<2%)8B7m^tCm=!YM7|i&T+f z;N4nVHe1LXoj%^ezw8Pjy#WUmu8saC8eG71(fo^H%8;!@^B(p+QW2FbN=tZzzchx9 zXpd8CO+Vk3aWIjpF}u`2qlhn zWr0FfBf5z9!u^Va&xi&*u`u1Xq#4m1a&RA<$uV~2dq2gtj>3*y!?lIueDifo&aKOY z&t8}(cgCXQ#;y=UYRN$|u}fuFUduzOUYCVC;AAzA6dI^ zU$Qeyb%zNgDJd@6YV9f_b7yq>%vR+Oh^-_;Utq1TA6c&Y*4^L)zlp9dN$QT*_2NU> zIU8SpP7$w%uNlA}8XwLk(Z0DKRp0zTY)u|Iq;?>r+pYA?=psp8;;Bkd;J9?vu7Q-(u$r|E>5f)Y+Kqd?+s0Vij^DfXIYm92 z($jnC8J6j!%-&~$2(0>(O~K65=*8Db3AWpik9$5uq4e9ri+Po6PkH@6eG4a$z(I;AgfFUs(R6(~BX|&Y%n@Lu++gJWMKvTu>yks#PyzcxYUzFg`gD9dyv$w zi92DIcwRQD#p&E81i}f~4|*-b4_#;}0rNcDkX<(_&>#fY?gUL7R35+{p8;H@@BaK5 z+9^Y1h!1F3IZ{4RCAtX+%FO6b(z zBXPgRsevhMVe}m4{W02?AfmVQuo?vTWx1XcDDrvfZ2*q34xl>%2m7&q#NOQpqGOwUQTom%B!dGd%b28IV62 zT8~#sjx@4U=CgTBvKhv*PumSnxs|8YUZOEu-qpy}@Z*s}#wIS&!;#pQ>LOpW9>*Hg)OQwH(T0TCVkRF9hy*`2DRAQQfv%J<04fK>Z2zF9K?+-W$)`@gqDLJBnYd7sXd|*V` z*^&9v^79P(1&L=M`S+A_FQ7}NT=gjGC|}|zAzdAR!_Uzo6=^u=68A_#m63&hOG1!r z_Sm*~_kr|iyLw3t|NHRVmhjspj=9)2>*SWk!!JhfDt4yRPa(Pr%8r9&iusZ0l5X%Z zFK;(Xoc!C^2D`ZZnX4NWPibnrzM1Swsz)D~TX_380j3pYz3>L^_~No@WPcp3;8sfJ z;`?em^6?6KkEQN3KYzXenf z^go9RH;CxqP5#RcBu>yZ;;Uo3a+5#jCq%2d2in z{kI-ypys~R-1m>#TBznr4W6mNGc|ao2G4&QC!~5`s`ve$?|qqJqZT1zBrbf@E!>J7 zO-25a$49wCh(ycQv0d^Ki#L&Z&mtWogS;59-yK&A4Bt7@7hHMBrPeJN9-t!f>QfpS zz&OVIU0zatpjY0X7{lI8+BnKxL=FI`skQ^H^sUkW-_E{#Hj;9Nh&fOEA@+DqUx(6U z*k@>K=KbQ#=Z|rdPEyOS?2wnD*;q6o_F5RNOSXuMMrwD#P5`{sFop{hiqGm5VzBPnEd_b01Ahg$=Alkl(TIv6$)Fp= zTEX>Oxmr(^B%+QngE8jcWmH+eejAeSIT>-7SnxhQ(Awityh{jErm1jc(AlS-Dox~8 z8{D>zgg{8WI2#4m)3I`>b){pT;`7TlRu>pWCU~5!H@wy)5{d6ATqT6CLy}_tlLSVm zd*_X;TErv2RyI4?mGXEJLdXyzX85>*;}DZx&66KlF9$YmCd9btM88RpluCF$JCLii zha~rMILY5e+I5w4bx-1Ic5TMNFo>yIpD$uvD#;B(EZR~X2_#Wma1^kWg~NJbZ1BnD zdhGhzED5z@0FH1X5jS$<6IWqzU_JNa2jX|5tj(`N-^p@f9*|#E?3s152zlsnWt746 z4qvdCmDyaDP&B)MyidY=sV8z{%-#;G5C1W+KXv1xZd`wbYXE@7|5t8gzstt;b3jI4 zY!nG|K~{->NEGfmHJ1=@mET04Pf}3#W~9g6Ob;Z%2QOCh4QU*HNc)|x#)B|P#^&>H z)zy_nL=wGm)fETvm=MZomy*S~2e^{Q=`CdyrS^i63cKe0BA)N3ImgRL>kWN}f!{~& z>g#W0J7Yj@KVBIxYFQ00{vlxVb-y2l8&d^e*+&qe&{hFmw9NPpwAnjf3q1lV@8J5W zx%1xW0Sj4@zX<@+>a@eBEU^Gt3lQnt5FB_W6OSP8^3VdPT|AmFQ}Bk;QNi4~YADa( zDOM{g)7iL-!}mbS3*WF2lNT~A=$fO`uoY<}kZqGhha0tF&C5l#yG}apC24ysS}8cZ zm&v^oBL0Bi^BwI}$v-m2yCc>z2{v)wIuBS%IS5FyTO^sul2-m7)b>?E{zcx@@7TY@ zC^J(3AoA@nHX{8sSsO&Iwn;bHYlxu~4MW&^3IIW87XKm~GaROfOu5Ro;7ut)&VVxO zwp-Ot!k8U^K%-O7NKZuoXH7JEiplu9P0)Z+(2^uN07D$#1m=2^zqs+&c-mZ7ew|{q zGzV?DVIn;6tYt+B1A@N%4O=kl@;7nYQ(yPby-vTQ_J9JvV!wI$AMT>aDnXZhT=Y6cl{+Gx$48cIvB*ykxxkXE6~|R ziVayhl_@aGxIjL<`Th#f<*|yJn(Tnd_;D@@uWf1jm<>c?T zKK)_BSG)m|cbHZrrxEj18s4K?%dxN2kg(_FU4&X;@B*{Mp!^;*t1@5s;=F0{o9>VJ zfeh)JTOB&Q4>ybPArrZGSd=&^656>wnTe{DUpnK&?1@- z&+{)LIx!gQ>;(fZ#$k2{Ln4HWen!U)F$V|99}IB2;=aN+X?5v4u7MQT%mr(JWOgyU z(UnMR8}IqynYuuq_T#JFEe}R2+`(?0-wsA2u9t%i9I#uBpn55i=tdDjAlcU%y<(_e zht5m#mqv4uv?8?#?3uEDql@DgVtc&joO8ZQSXd_$8NlIXln8G2lmYw3CPB7gYphV1fD7S}|J7ab5&e&no4 zg3&W?FFvA0CER)&^4Os21Leo~##VZ?ao^d8TXS~d^Br9!y%5pI#8d*J2F-l3tsr9n zwV^)s;8aeBrc`*h5SAR#A6esu9Pmt0_*SHqGo{zK_ zUEYRVEWlADJajd)MFulw@(#t_ee>p^Pqgyf`&5WU4p(C`6xoSIoid)ZnHyy6R%P}= z<{K%5M|#k)XARr*R?CX9h_Sgie=al)07PJ}h^>2-W{woGN?a~cb!gpJLE^0{$|m{d zz}L{gk_vx|IMx2>%26dh+TLP#I2N+PXHiq+_RKH;^P?Y5T~bF>?x!62#L%eYH_qsO zFv2eBHq;8=Rh~wCsb2U!U-UEPIfNYypAnOWTLRAfq0U3f8*bn07M zO&WBs5c9dlkrFujY+MC5ejqIi8MB7s|B7Z6(^7g9s27K!*`kiV^h$f* z>@2%GtxPq>hunFkaxqd*nID@$=`zR!ddNLqTpt5?Nm$EbSI(b{lmS>~s)Wik%MimY zM|&c;-MNau1?w$7hOWf!UxV)<@!~c7^Sd9Ww0^*3v)c*(SP@moJtHf7`}}0=D(9TgdmxN66n+Un=8R6Cj6 zFmUbPhM%dq4>kAsUz*$ewVdwv%6(`i;rR+Bui*3r>#d1vikhBDUr z**hp+g0<3?U3@#G?WejkJW*;Jf-ORhB44lQ(obrvMb<8EkO)a+atX*`y6_Px1g^4M zuS1)#953}eAy2hWHGfOIJLz;;B5YD-llGS+wH`fNHt5gk!`Mv<7|>Pggyn2QNZuZL z+YqEU@T^RFl)k~G<3t+@_6;aZJJSEElLoZ0T=21&pQ7An;hU#2$6!5Y7J3^-+WQCk zRUg{$Jsux_QGFteSxaI67Q@K*G8~#wLEi?&7}Kx))<}c*O2$1Wi6;=+Xsvl9AJJyb zj_C8D@@Qgni_ZI zN&wL9U1%ZpRpi{V6Anv9Ixfl^TOi@J zcg_!R{U$Su00ttV9HKGm&OXR}eL}-&jcdw)@FnGhej=sTKtYcfT3hlp=u%urqHYO^h$(Yv%NoEPy$*eHw=0URP478_tb{Q2>zr*(0m;dvT(-+ zB|T<+FjYy>R!W)W&nRt{VMG)kEycfFk3wlMYN&1Ll~*S?`^Y5h!JY3sHBk}RbjvJi ze?~v^W!ZUU{>EQ6F#enM4Tec-+YrI5$gS3&L2ti4bVO`}?*V!s5JTS{v8}S1x#s zKFOZEE9BS*sL^jBQDO(@BI$b$MFx~$gQTBlrIqI`dE|e(VcEP9#eDvWo5W(5xBPw4 z5#l!FJ{0z)G_@_C9(g_gRV10`GKj7di2fkDR%FO3d=A-!z0&9A6EqU)Sp`gQ7=DBx|F|1|^s?!w{ z2HI@~n}d~`A2t_#SC~u)rrHUrh@#TiySoKk1#cWy5gG;mI)vXQyeI(02mxx&|IeNC z|Jv{KJJtatJj_Ro<*O(>WjM$5DCsTZM3nl=ZW~7xpTRix2_(KfiFq3`xvcwhMn8LT zB>k~rgV(O_3g@2r)?qw87;%y+UkYm}EvP%>@www#lJJdZVJou0nteM!fzpz;9X_0< z#J3G;nE>T7?}r*B>GT@x2B{N{XUhBr7y+WK;ZydZ+Yq{RKq%FUHhUQ{Ao(8;>EEDh zE_%psLz2D$q7F#!2dlw+gtsHp`K~Wrv%09z7dJSo@^3RpKpa+OmWyh|dOGSV*mC2y zAqW?lroBE^Oz%V`kL`|=NK7TSBMQVS;Q?;?;ROuxTVjWV3$xy~@O5sQ6~ZO1+uCC$ z?mQjkq74g+P*+x({7*jt?LfD4RA;Ke$v_i7#0S( z?J8M>68a8)XB)BsA*NF*z@1iZZ>9J@eO9)61BJDNgc{Z+L$8NP>+kg_YWT+J?U5^% zLcbaD7^iwE{+chB@C#oJ?znrV-ViRKR{9B?&#EYf4sgNQaMkKfm-xP^$ch_i3L zoabkLX4QRT-l0$SF-~WT^%BqU+9&9v?+g?>b-=4rv~_O^gT}Wv=>>>4T&hryD*a%; z3!ElQ0=IAL;A}8+!HCZOTbiinf~Ee@OZ68k6!Fs=?z;52pAOvvwq-DIs--^RqVO#0 zp$&uQC9niBA)7^O9{FdGdlZhdI-(HrcxMZcd}fZoLrYpn!dUh))ps|cil=QZof*(t zR_MH>!DZyw&#p<^g*~qTdjo|M5$bKnHQV2gI;e=T%puI(6Xb6-|cABUQ!_OOvYf%#F>)P$GR zlDI_D_oo#0iKLH53)qW76x32RyWRV4E(q?%U%I3MGty3~_ExF{KOHTo9jx6Esn>oC zTl(^4H<C7)|!#2ZYRupP2P|KoSdMC!YUoXs>&l7d@|B8&cZbSSYW$NfG)Qw05RnONP#KDJ+ zU98@zU-i;xws`J(7j-3#Y4Ge+3#h3Lr&MqO8?D}k5NSZ1U;nfE6+i@6rz&vILv#&* z;|LRj9cF7sPd-js$G2@m_P&kThA03W3pSu|vtOY_o@`R*90~0I^ClqD;~7pOGXi!L zZw?sAx)>S>=kj10!TNI#gr=ax95ReH_^+wAoBb$s=_h^lhQ?}*;Q*~t^>L7WwCsZ~ z4u5E2aY0}H*p_|z)N9AsGegfrGHJ+G4ea}*qY{ilSue6=9Q_dEUXdiIT?t6*#TqDE zXt{xJw_RWqH4tnJ+Dsa**65FVrFQ}HfrWfB#~4?t^p#tDfr129isDJ^pv{=*A`C=J zOWF#6f91BJ82Laf-nkY*TmfN}C-w=Z%nJlhjVJLoWSJVR;Re#}6N|{4|PU_c~X3 zC+xO3*$u^;=SE=vJm6AK&GbtS^$|>~ue2Vwt<49dd#uVh|7K#xlA-}HR z@BN`;qez}q>a4a#9)xvYeAgDj(a z9Y&t{lhDKDL%14!y>BvE9Zdq!d&20B`!vpeQ`-_JA@D6VWD#S(+9IhM;eJBd`E%Tt z{I5bUC!pHU!%r1JQldgeErFONIF-VsS_4~wbzzTTiSdvb`0yJqUa-ZeuY=$P*!li7 zWqTUTE3oza;%%5zNaZeXg__ay+NQ{WGjgX>n3E2r*f`p^A{aDHAJBb1(R~iCi{Aga z6>cRKSn_HwuBa&f+E?4VB?V4ZfU``zhJP%wx)dFZhDyVON-mw@7vNA4a1fF-)c!bn zS0d_(%4jDy{+sEVc7bb?<-o~APFo4S@6TiNX3LGyE8LLP(#7yW<_B428wz?BfcnIV z&DD^yas6n87jbk8#9h^TX~r(@Rb9({R?d(H2Y1_DjdEtbL8tl53zJJ+;}4G7aHobetz>YTtX=sYUGL0z1eGMwPxFUv#;(UYS-S80JgnB zsmTyqI)pNp(y7*m3Ri{`5EnY7)(naK^yZLUGus*kGv0#>bY7m)CIUoxg1Sf?TvV^! z`fSRbC8JtGbf!nDdBrLy&Ko z`O5Ly9-~df2R7Ky5CgR%CLZ1&)cVx0_|T^Bi4^a+rO`prePoP>M=cV+330QTPZ@D{ICdv7TZtyBY-K;=$p zPc>}=q%vNUUYFBUu-}n?1gn@mU#5b09(iouT9+}c&u@0R>E{xigcg{p2dT(w=4AWy3-YnAG*ZDPC0IZ5U8B zCdE?g*AbpR;H^-!W<+#^hnCsxDR5W{ttUs0uR;N z|3|86v80mSlqHo)CCQReLPAnmvP~)xN%q}QitMSRQl?0fWfCIWl%2{J2F2LQo*C*N-ZAe`;upk@ag31R@!DDDDx9ePJ zf)~1&!6_jJvq8mSoihy(!1Nt*qnvBcQzuC)$Qk*A;;Xu&V(;ovOk?4r-PLPZ|0}*$!+XZyR006?UU z9EM?*nf0^PmkPmmo8*E#3F@^m(Cjix*s8#2NuXf5RokH{p01f>Y^K$zBX+*fD)Z~Y$Wwf#mH2r$@Vj#1*2E1&)xR=mx zBt3l{c>nOr)o7yl2tDj6SVh0`8IUaV-+$Q}{4gDT)+)S}?J3ktnvG5>sHm-Mir83${iC}<*`W9yo&vKDBCuA6 zIwctF9$5^K05rzIYbJ|zsQj6BwBcz)3MN)q3mScg9*$6tMA1ieXx(7su?6UougJRq zYYlbU+MYh)6}$ef;)H@v@6bEX;XxW{F-^VE)=RtVc3cn`HoVy*d*NELFa7xeH8u6a z4`MDHT2kVzj9^8a_%|nG%yRTMo5x)~Lf+t8j|HuO=Dz{uQ)N2{L_AdjerNn1UJa|? z2%bjx6al&bF`@;STVEVlbdvH0R(*q~AYuQ^%()@aR4UZtUiR>$HMRqa;F%To426*( za{8b_jB8}b;|0bgKzZq$0CP_Pl-Tk6|9WYc;Lj}W{y&tMKd`jRwhP3r&XXp6X+HGQ zYrf`WV4t&1f1lv=ruc_6kS5yB}rxPjVTx2;AI zonWLU;GY-Kb5d?F7qMrL4LjNzEtIsjvo*g9!`Lp*v^%jA>^wT`v}B zthYK}uy91XwgRrK2uU1ky{2Q|n1`G2B)7$pCObD9sm1k_JjR#=OAcr( zR=neSZsiF^qkczzdi_OZl>5J8KWOXxMd`7=ItR*23=cj$Dx@5WCKq8a&9 zLMdN0JLe>!#(KeBQd2xzLDvsOnfigG|=9%J}-Cw&nD?xpqM8+R+m_|$* zK^>TDx~klFnjFwv=&rgqAZ6WGK&I$SBgE2Q<0lq@_FC;y4ASd2@>LHvyNFUV} zFTChekaRy7S@4gPWthL8gAx5ptXDQMggBz%We)nQN#Tq&HqYnJ?GT^P7E)6p{1Oaj zU{_OHZI)}MO4|rktf)l~q*TLU9^);)N+>7kd{Fvq<-={LzUuiSYKCqlOUF%B$rJFV z1X4UB)G60k$DhaO@?QRaDudpLIM0I6+vkmZ3$>rgv1_p`9HGQ@2qy|9tJ%EU6Lt8? zVh1gEPG5QKmPfC~aag>%+bqocm-KHOLl_hiGu!Ulnv?zAZ4Zl@HLEyo6C!@rqFo54 z(+JH4+sJ1E+lNH7HH(cd?{cZ+s2LiqY^tg^OaAD@P4dr#ATqXV-%i~(sEN#$y==zM zZHMYlDUwHG)9=~eFUv>xTs-Trv&Ht&bHUugkh1zn?laLVH|svK4}IdhDO`DD{l9F4 z!VIX)fV$zY7eJUneeQSi!vgA(g(pTNyQ@R7>7kwdJp6>Ba?!huN6bt&tO#ATsv=mC zdpPToJR1qw=yVwQIpqa#vtcz^en2X7Xo0d3{ZK&|f+(4iwh zSFgWrqp-)o@UG6ywvXvM5FB!Ms&@B;Pzg9}MSi=qeAjS-VK{i(-VJ?E0S+K0R|w~>@K4RGOJ-fA@@Vk zfI2pSp#r?wlGM#-%BklCDE%H%_35gs4VI2yoMT*-8#EV~Q-JF93Ah2q&5O~U>h?3f z6Uj3;tqU(OBZskYjs~!KlyTLYV_l&SjDdQ?MI|WK0F8%v0Lt2n10m52E$kQUClk9O z93C3eVcgB#_&0iLDP5ihTHBzqZBFul3bExQ_Rw$>MDrX`F!~D9O~&v+jhOO1$-(DYz3@GT=&Weu?Yf^Z=w08Gmxux4KX z%)Jo57SzVl&$@j?ptATV+7SJUcNYl@Ygqb0gEJi4*p&qw6fleuzJ(di8sVM{FNCJV zV*qsT*_J5y>cKG*u}Hnp5<7f-%12!ftl-}6|4DZIKVp#l)qnrP7%rc%8P)#XWT`^- z<6B}^wiB`2X9aq_?k4WTQJBbS}P^2%aA7ei#L9~*Vz1{et*T{H>&f2w~;=U~D-7U&0 z#yYe~a+FYr5>RySu(29C=bZI2J=En9&l3qf;bQtLPOZ+I#A(FYVU)(2Vr~BQFx6-~ zIw=A;KDEeCq$g0I11}q7qO+3+w?uiRAH0BoAB`a#bQTn_k~to_l5cb!_B8w)>TFX! zG}LwK)}>ZulZbn4B2jDY?>9syyM>n$SIY!@YJSMqG|4?hi#`ywA>nZcKOzpdCG5Vo zw=qr5i^q;-U(4{-OX$F@Cr28^ZQoe(y_Sq9l6zGl$l=>1=Ia@9AWbdeLE(mF$Oo(Y z|BZTzDUG=L zG&Ed3WHlq-#G#a(cjl`)@rTK?UTxpp)Bz$@BtZroLH9Tg6%fk}+R#hE0RNVoEd1&PhPqDj zeG$ZtS{eftXnvX!(p#--io71TrcQ4>Dk4|Zi!z+87Eq<$A2gOu*%WO36eKDx7o7~qs!@gcd+7E|#aGXZO#pJu>1y39Sv1?r{L@>rO z1jh$5{^jw(@0sQPs1bvE)R06X<}7OQ_=nc@6aA$VyRw@1WTdPPzSD(dd&G6^0Nsl9 zy%nyiRiT*3mAPCm`vp1RD%-gO0-5d?yWmCo&>n22IMiFN)P7vFaDNQGXQjev2&fyK9| zM>`$L(JA3WQVbgBG{VkD-R5ge%{_a1+}JQ1=;Kr%)9=uQZ+!|~f%luu0`ttKZH)EP z?dtF08I4$qK{v>U&bSDM{{}7NHSzmXX0sRpiWNm`lre&lD(`<18`P`lJ9}qi{`}9k zg#L^*n?E)lOqy?%;VY*zFRda(%#U|J7Sj5IblXOtmN@u;OiAp1)x%g zPpykt2dEAofDDl61I`;>p!5+LLk;6cQ(6j1I`rTgs9+jVm1R=~U>QfpyneZx_BPrR zxu6C^ZxFjIQsZU^94RsnLoWaTohOX?cM_+NMxe>J8uY1D?a&?SpWS!cP4OCxg?G=$ z?gAa%xxKX?Pf?!*VPT>Se-#t~0zUKkKVS`hAj>hT$=UR*z*GCzEe!0z)_fWTx z%{0Q~C?Jq=znKxh&@&&07`Jjle-Q^auBPZt#T*iV)wmg=Q!^P6NO72y4<_Z~$L{Ta zRXWTMqkR0@#BRZ39JD4f-mITz-P<+S@!qHsE3Jc}qpfk7-Q8wO_RYtnD>bP@FZoIxL&8(sECWCe62A2KlwESa zM{2?b6ZxdgTxn$zh&8B5LXWbrsW2vs`X6d%|mwulqI29ObS9D8kZzed^y_!PIb3*pSCO8+^Td~9eG_I zrA&F*S=$~SaJMS^ic$lc@fN=jKk5645g!-qReD7zMlJT@Ll+MRZa>~Http-+<@uz_ zFzPgN%P8c2$G7_Bo+qpibwY?dc^Zy8bM|~1yvm_v@Hf_5PUk~YXwpsCT7NnakB zlX(O5LQ#`1CU14N>GAgRAzFN%+6-x<4nC`OYTC(IU$+RfiyI3L zplHeH2tia;P7a;Qz~)&vw(A5=h&YPr%RUcYPB9i`iDtRFXW1^!CjtQ;j74C5bh^UJ zf>8mJ>~Xy>$ksmVKHTB{c-7WnhvHj@cQu0x?JGn>sK^owH|~-TYCwL1`|*o_6_RZJ zcdi<~7LLAc*~Cx5bjV&#g*SK|x>QO%YbMw2IdrfKEqjZ@gmL`#R!<%z?`oF!xYF?8 z81bB2+WcS0^$zCmojy71(Cwo~WgLruQod!e6i2@rYQ>a%tSCIuGSajcARo(l&Qkrx za2aFTqB=DhmcJHy=X2#SiY=RC4%BvrGX_2*jmXo%o;SO-$ty^$Xt#>4=GMJLaO@e>~!}2!z5z75V zk>kab6D0Ar9B~@YH2S*b6In5#`!UM*%rHgX3_|F7dEQ$y_uj9mZS`3lVktu>Z8m;{4)>e4edQ<<@j2fjP&tuFMIE}k-o@*_-x`f z|3HaHQmL%SURwc%W_mc?c_VfX=Nu}>(h%Ssw# z!5_Bimin-G8GrC?;5(j zQh-V*6c)+JrudN$P1vk8GPOCn@%)nBRN7I|rc)!h+IPFE_Mi`Cru&|hbi2Me-;=%l7^+akiyh_vt{u~PS`*u5anZv+@J_XnEE zUh6$STrkpJ|3%@2o@q(k+ESvH9h*)pHpLw|Xxh0UV_2}iMQ|{Ykz$SG+H$FGpT;tz zS5i6DzLRCbV)aprh;@OVA{#_iH@_`Iu+-m0P^2bO@?{|b=i8)REhTn{wLRz@0{~^D z7!c4b=Ssp~S1;X<4k}p>5Wp1><8Hwk@~t@gu4zP&d}M>~jyK8HY6_~NXE#+p7e|wX zV)1G_g?6y>?0cV)q^z15n&DErKx0aGUswT9ZM0!z4}S7S7xKIbU(a{m+|IO0RCFx# z>Exh_$91=(#V^)|?+|F}F&`wi&%l?UA&U+I!H28WvEHev(ZCo=YXbf18EvjyyXZ+ z*h{YgxAW7E7YR??clpriL!@df8@l&65FVxBU^#WVbWaf{ zbqzG)GXS>Q!$_c7Tx254SgHa@EO^G_f+XZx{t+C-vf3Xtwi)1y83Z6xhSOtZUEsT^ zzr{N>CBC(<<+7&C{g2uUYhyw}wyAg9j1F{i`q5QMo@M0|BPPmgqpRP`h@mz=S}ZDua$-7sWAui3mmSdC zGbI+bo3HvAXqct*6wzoG#c>m*cm3ewMy>u}{0He(4;UA4QkJ))*i2L$Ic`!zyG@d* zAu%qTsa30#Xl@TUMHts%ZqwzIJbT=SjBRQGw5<~5XO}NvD~4Rpu5%>F4KAe?`XYD* zmu*;35P!-xv5%lHTf4b2YWq%UwW4*k{!7q@wS9c(nk2P+l3$sw=2`Jdt&1Vd7Z_acJC=W)#9taSEbx-tI#BV1fT~sOLu60u)aX)!em+5o;>1I{%GOO%quZDfs$lXy{#oNWTU>H{DP^lDM}VN8-$&uSL&_*cH`$5A z+W7b8;Uz74Lj|!(f$N{^UFTbZ@?7M%)mx5A;2}p(gxYcU8pv~APTsnC^VY8It)`~j zs}2OLi_<%@@6v7wv1lcKfxS-3>?wm2Hb!eQBhQZ$Fty@>Sk&4@&|-hbUSv6=K)al zn?~F}-^lYz?qIeD&C2vj^sO0Tk@R?jH2(a7x6-ul%+d3Yg$rN5**+xdKr)s%Uuy%#ZJi>IJ3T36Cz2 zsLp3%q*ne-gnAZZqYX<+7*V{3p-rIRHhNg&R~1Id*(|t}rzPYldTZ@4E<*CWn52waPx)oab!B!qB81N< zruR<$ax3{IcNP44S(1wRULn&46^6eZxj-D*hU-I>17qPm?y|Jq4d`S;-KnXmcxbU*&n>o-5< zxaiH}iYW^MwQDe+RsnqR)GRbrZh&A@j-RK8^r^R1~lVYr1 z8*ur$eZp}S%O0WqxI3R7Xg7_7Nr!Z;&x`)Ka?^)HS6iw-TfbB6Ls?ZVqt-N|pSDS( zY3iIAW_-~5z^GA$6JF&#z9Ur}WRly_q%#nu0YxIL1iZQ1Sc){7Zk;z;5e&Pl1K+S9 z#oPFvo6ux=!g%$UV1^MiItnJ9mpo8(nPU9ddI^}V8u&V=pqIn-4g)dbbxt=r#C$QW zMK+&->&mU>{K79~H>E>*__#kQX<7yPH_Ma<*;c-^}nrf>J3q6vQM1>_+3j7Q{Kal*hGN2hjVmJm7ec$pW-u)Zaenc%<2J_GZsE2ul&9r$i@ zOdUD`SPKEOpgBnG|2^V;YA{&DYcc^0&$1b`LeDRnb52H5^oz;pfi^T_q5de$=3^P5 z0;|d7iuuw>kFx=JyKe631W zjOE}h@0Hg6r>;@vaeh1{m`R6a(qaE<4rsj@m?>66h>!;XnNZiClQ{#`SkS!ZFM{&{ zlx{}XpuOy~`)YLeDdRfv${B&q3&}!gSX1gUG`P+Jh~$*m>2qMG5#mvW=!q52f#_Uk z&Nh6pBG7(ey#E|tld~Zx=1nZ+NS$^4Z*kC|05v#LOV<^HRPL^87~W>)o0V|gYE{3~Tu^3Jmj z#wCQTewiuEgMt!bznM)Us^<04M{x5x?Y|uD?>hxkzAc*=fbju%U+n*z%qsPyCe2&2 zGb+G&d7omgre^N(&))GbVh{3#Atij>xZe|&b~fFz<8D!1Te&;b&~uGQ&bHL|FS{($ z9Evuirl2eVpGbu+4Mvy#I&?(#G@^6EG{QfC0-je{h^4RquynCO1(6hV7CriU8Zq1v z2Xkplz;0*;UFQ9GwtI{OH8*G&1%xyr#>445(M4z~uNbhiSso6Hgj1{_e`su*#x%m0 z2Sr!)x(|4}k8c1!coYotqdQjDK|Owe=TfBJ*zp3tB|}Ve?RF)5G}Y1MZXU5LQU&?rV*-{UZJ#gP{rvi zATR?cyw@HqLw!I2wVC`bJdNxKZk<|28W~S(QvhBhJZQSMH(3?oh8#?B?($5`JJhCV z>osJoYr}YY9jI#F%AG*6GVXPK*po!;1slVZR9C_f7sN<%d_YHM8+#hNY}ZMA>hEqM z$hF38nVdjQOdRWtL3Bn|@F!A0Vah&DIV~gq*dm=Q=c;4b;!RxT>$pjtf(CD~&#NzP zp<9p_wpw2c%*Yp7(|_Q@mx_&ct&$vF>!O7?-U_oLj@9}I(2tYjpIX~+;C8M|9m}ql z%1f7cxIpcrV^f##`0?@KAoP;VXt(j@DF%mJ1nSzp=qR;WEIf_STsOG%XhcjbUODL| zfHqu+QR{6T@9)8_Uy`=7ectsH+AF1xN3+Rq~sJZ9N+sk>G z`jw+~`-h*660YqPBU_Q>CTIS!D)n(FYy>R zb))hkFD&`PL;ya(AP3+ld?k$CZ12Rrte;rydQFf!SaA`rsLN7xkuQs#1tZqWRKl-d zjdhgEb$8cEx3m{0E~r%8dp5a5Fx(y^>GM{2VHO!zynSmT0(-D7j_0Uak)&u3SDeQs zho;_rD?Dlz%JUTAf`xZygdYprW7OGZK@@t&m{M6gs5bF&@1T9SN6OYTvS!DcwDVb$ z@&$L_jf(N?n3{Oc77}6+k!vX!GR}vq*#`J`zLIw+;q44`nc0ehn(^KBf!8utMvU&= zfD%m{M~*J^dkysY>B}f-XUVcE*R)p}*)$%+pL=04c)~+N*uCXIufs8t<7=gd7~o#E zjIQcV8t8nCb#>ClH>ZZiJQUc4yk&g)Vj97&ZLHD{6Nk9Of?PZKQv$$DB_-9EB2ZFy7OXeo@QU9|H&ibVPS2*x#N3LG8(ImyEBpeZzts zV6Su-hFQR#n_@f1cilj<%Pe850;45?g6USB<*nX`ya*=fm~h~v?uC7Z2S|di{zek4 z@_4Pf`Y5aMgg#g=GGH>A5inGKLd!T=eJ};g%Q|Ureky)U2A4U|91h4pKdD?fYUkcP8)XgTt*nlfKS4+3Rw*k)|K=0a=JM^#4~`K2Ovc{sun z9xl9~s)JeWQwgownuqR8vRl^gDxR@No1VQ!r6m6~E!UeBdo%n9r(n;J2V%;2qO)EM zMG8Dy2~5b)R@u(uq9+p>#-l03rdx%(>FhXbmetxyv1`wiiJuBQz&G|bbn0#=WLpPy zY$LV9Tqn9AVv$(_O?VTo5MeMZL;qBO-vApv;IspG8tZ66S7WqrBssX`R?Q_YoRODs z>0vRnzX^ee;vAQ4%v;*gdgz=x;jVMu2uqE$+N1EdcPXwD4-sC@WTic}__4d2XwvOC z`gNTpmhi<3Q11d?MKn0yN5<%-eOBs`Vo^Lh*c>C5fLQP_|Ey23k&`Y(v)JP{hG>Ej zPe)Ch3fac6ka-J#M2`rN5*VIfT_1|OqSJKf*WVeyMIdbUUfsY7aw8y`H_Ui=PV~Lc zPPeB^^z`_9b*}L8MXXVwrr~l61p9T8z0jn#I9ck46!|uT9`yE5jh+DvH{5VFn4EQd z!(t;z2O?%8^vZw$EeJ#-^TdpC6J95M6>>H_Ni9yX*_O5YcHBax&@i+S;@14#^A0fG zl%=UcHO-IU!_x?I&}XIfy^ugk9y0k|C!VV>%ZOhk`pGG-^G+Xk^IjFs{<49!>0dEO zod&3vSanTXs^UN&@n zfqV$tUcHPsa5wqli5DS}TE2A!N`{0zhA}gnf}svYmG13z%hV}FyBNJ4RH{er1AOc& zRi8WiKXj?Vq{VodJkf+!w-234(N^Rs0{`O&Dcf{Q`6dq#m2<;u4El_GAF#Xn27Defw5C zDRJ1A$BDY9ux;D&>$NB1F82Ap4u5VC0++&D1Jud+@J09a<(apm$~U`>c2z9zm6b#* zJw?i`W|;_Gt&a(Eej~+3aXsAVtg+C=<#0xw;D~*#`pex2SFyuDVJ<^^&=nx=z4UhO z*c_B4xpeKARhMBoeHoBp`v?>#lH=d|@Kf}wI(LP+Ipv;?6nKiinH$jVh+%P4*UF`Y zk`GqawV%&!bY_*QJ+v*kRKw7l$DJ-Y7Rs&5eRz=`FT!Ot%SggdnT5oi4uMZ<+fRO8 zbM6A?m&)+6&-A2NM&S8cI%{fkz~Td$Xqg+?oGTHKP{2rP^aPIdHfAkF)7kM{$fW%K zH$L3pV85@o_M#xjw=THp0* zW-yx5%79vsupy|ja?M?RC0|R{`WRo=^}b3=7>~Z_4|LfD3GqHpPAjQC`7AbK$`51b zwc)w9LPyjUTXECtC6A2*OvdasucF?-Ea=rYz^+u<_?jg&v@|P`@60mCG@&=;o)?m` z8H;=(RQZcms`Do8kTm(kiBFf`J>m4JUOne8#h->N`~^5U}H=SBnJDLu@?u zznqbSNCk2b(XhHCXEKH=#wYZ|dqA!tMF%W6ZgeVwrJsU(h=N#O@t z24?JgX=Vi*=53Fj+krJqB-Ht);mT^=W2gTaiY)WBe?0y9&!QzGeSMmCSWm?8)W`@e z8g9={&vWPRFVD$Xc4}>!^C$IlpYx2B8S!~g{HqAlHwo5H6NcN2&B=YYE8)|q(t_Sp zPeYQwEd>oX)VOEWUBI$5aLb0znQH)jH# zc3&_V6T5&!+`H}#gq0R3+!lG6b!++6Mnj8zVPQM?4!mCI!G&2yx25b!_L6VxZW!bJ za)vY+-DBLkPs3CC-W3Nq6X9@Tm?OsZu=0t$2#_53D(xVZ4QY3pDrkj$FseJ3dA3VH zwfgo6SKj{i1xqIp20Ua`CqB4fv&n}(k&p4w2iWAzumWm-mFlv{E0(Mc@l!_e zQj90!$-C}6R<}v%(>Kbi4UO$CH;?c~ha)a|zv3?Q(x7B@4hOy8`)Es6P<^Dn&@XKHJ+_!v zC!FObJ^qG&nqP)8=fTV-?yvI~=Co~@P2B&{X7iue#08Cr-{-|PuOcuDoTmd~#i}r2 z0>%rgI4!SmweTocdlwxq?2F-qyRYcdRjR7uj zOaA5pXVQ}lS`^!4@D_GcQar@*A?F$JfH!VtZaB9ql7Aa`1yth67X5`m8=mg?-J9|6 z-L#pn`!?hFch=+&HE{hkQ`dj^98Q7p5b6%5;NX09Fox=loG)DKD?L9c%S)P{xLJMk zG0Xwyq|QjHYzKjer%J%@Om7nVPXmD4G-A^%pZk1thfcTqZv5mRnvp*xl=4-}dk$pC zSTDFsYKmv;G@>0vnO(R?qVV)^2Hx#T&0RSYs9^>(gv*1MUlgRiZVC*|- z1a)Ap0hQ}JO%7--bXVOQ05ICe9B}?MhK2u)L)$-d!1+6=g3MML6A$@S?)D!_fiPQX zO#I~r1hbWP6>56{`fpd6t+fB;RvL%;>lo>Vyro?OL#LEqym*=awq`Ip^u9~F!-ZrH zH=%*|P{(6ntWvWIAkkj|G7M$NT|EHb?E>IxK6Z>{xgi8EGROV6^8w}N4sKnmpT7Li zW^)RH`E5ES7%V$==nH_(QdsRYf?bBZ3iiD#0kh};r$8IlooC_(!qXbylp@#%o!ti5 zX?JHpcgotUrV)q);4_tp>p-_;>4s@yDVk22#+TQ5U3~1vg}nbEE7$VH_OS8d1CR?* z#YDDQZF(l|R|N!P?xdIpeh$82EV%n#M@b2@frg z0MbsMI$h=#__Tdh@xYa;F3*l8d1xAeU9LkL!FQ-n=mSQZ(i-gKC#W!CAY#x4PHBLh zCxt7(Uttjo)ubmv#Id+J$1{^&`ESq0foau(tRjp_SHcWqwWa%e6bRTSB1BJGvkBa%ZUW15%4 z2U_tApK5xEr=Bxbi3w)-?k zXMM%A&aAJ1`(WS#B2Sx~Mt~sGoa6x&V#`PDq2VTo<~gDOT-KlMIgyOvgUVk5U?O5> zM)4wPwmnu-JQ;U1N(df0N|zcDndN~s!1@ZPYD$#>%PV0doAE-Bn7|!|rb4 z>nO_YufAjKHyFm=?Dh}`o`8XJux|-xC8#f`{GG56lnQncXY`$vKEQs1L@P?6f(~HI zJ6t~WWM(pSDJ}05Fy?9Pp|j3l!+xmKc6$Rv%r+Y`u`)^Fq>QX zyFfbrq)B=hfjImQWTpm=CbF|L>$^lQvXn|i1>R4JylsY~+9)tTaHiJjjN6XMl+fj; z5vJa7KO}AZ9$pQr-v|Ldltlo8O^o>PllS8(w=!5Yx0-?kz5aB=HURgJI6wLmS=Cf3 zOzFwbW{h{ndIqlm^Q!Yi7;g!m%zv6^@J(QSJ(c~h7%?#4^W%)nn5JaI#!%mW=YemH z5^InZ1xvy8?!h@poN630cl*U8v1`U)l&bWLx!;3<-NWB8V2%29!&Z<@#f>W7lck49 zQq@N`*Q#<~99T4mJvYM%y8^pzX;{e_B7|Gr- zJSBv~6Qe;{pZYo5juR>$@`mX|Dz~dlfoP{$z>OQwVoay`SKG>6^W&!JBW(YNUYlTw zGn_+X)Wc`~W+%x9(*nNQNxt|RftQt%!|B1U*clUBn=^Cs(;SSTx9-nVI_bXZITgGY zJLyB0Y={?E$K_f&I-zfJ%|^*eVVmP(w(sgKOgQUuu#~epfv7QL9h$V*4wf^+@A%^5 zlBk{ZBzWscXR&0s1lUI?&(-onU8lWx+57fWgFY zukjO$K~ti3DQ1ZmNCLu_>rnflNN*wum{()`ph0#^U|zj4Ur`FUl)oINb?5W^%^-O9 z?~NDC*ZsJd{a1~}+;6R?5i7h;GvoJPC?Efq;&(#bIOeKu->tv|N|Mo~cjkK+>h`CLl=`wiUA+sz%E}tQm&^$( zZb1(u!g}~v=obeX=hEcFxpC~KFQw3#)>4IPaTA~Xi1f}2r zcF$=95{x{_dReMEjr{`Ch$M;*8V|Ds&j0)7q3OFq(K+;sVt z$1%0327kT#2e|wIf#(E~#E)npp$6Y|LR@DL_w&CSD!8(`S9tfCz(-hQ?s{djkE>$b z7o;hzr?Zm{ilTK>RP2T09>02hccj`ub2knh?GQaf5bs;}u>dk~XrPj4m;3{3T^Nm0Dh+#!qLB#V(7Bwvg;rLe->>pWU z)QtNM(p$;rv92UyXZ(2P zv*(*eSk!NWomf0(2s2E)Aro)-qwt1*!Knb|6@G*TL+vNlE%fHx&f>B9hf^NYSn9^Mai zwBjLP&G6$pRKW%XX630qMEKzF74!hLdK#e~)GK+3d{?nRJTq)p)8N&o&816E`I+)! zI)!(6MHe=^s`u$}PZa?f>Mvm0yVnKO#?L_(I_r^vUE{_{B@9gz+{8-6cAs!v%sn(I zYycYLv7^z%QL}zDO!$a?z8yO{1S5OLxuvxbT|N+r$~s zk{eC|yDTrdR{_v=e1<@W?rzo*Nf$@;K-P>d#NtziV?Dv}KiR!AI_{&^%*tB=n&EM1(b?A^c(QlY;k1 z`eZOnTkZXrb847}F|jEm(CX)Bxw)(2PuVQJ)j!d~>(AmYuBVH2uv*Z-9RUOjlt8fF zn=b_-b{CLPLU%~iK)tf@fQVoMbt&_Y>8sPlsGN+&V|e=VaJtnr;xcwG@C|JPeS?ek z(}+-nP3>_M=|(SlOrUNWLE4HYryN)x)VbtyR)n~}DqC0xpP}$&uKL5Qy-ZQFA0q1Z z*PEzw0{*UT?){j>HCr6eo{4<+ABO_V;A%t6v(^N97|&&>I{6?p+=r%ZF=k{(RNd&1 zK=l_-A{YlBqazaW<`Wo-y4T^j;pN#H)N|(`QDu}C=ytG>@I&4wZ((^q-{Ibymv+hJ zRq26`ca$i5F*RUtd}`0c`sz;N+OpC%mcuT2z zef#wMH~!}jH{Lys$W*6as|Mjd-*y@i&qZMQ=Ik6XD}4~wW`d+$Y00K;6Qf7`D^a^! zDy%A>w}&jyDnms);M_(!%F@y6pge`e=b!(A8Ro2dQLqNC!jkS&R%wwX=;G)TG`nax zoPqs3*eqE#nb%O|V)3!|>?3El91!u7eP4^gyg zQfe}wN9_|#q7T%fJ0kG?U}LBRwb%JLm`?ysu%kZ$3eNr5#A$@v2L|Y#CSbzptc3+4 zD^5Opjg0D>MzEyDX<3X?ILrwJ_6C4EyvNrLePK|L!J(`3%kCA^3d|KGs|WcIOlb!*+&5HK~mpLBM#wF z6r^u67f{q&RHdd^AqO|;#|FsY!`zGC7HDC&(Gu{PKrpSG z6S|IEN`M!cjehss^&^Umw#t6&PPtDzI5yzm#ZyOXHBS3?R;z>@%-ZoLZ-q|}G|`yv zIs3|*bIm;sTXjq0V~F$IQKtQ&cbL38alMFJm`a7AE$gjIOPb9+$jIQ**-+&8Dzg`2JohLa%&Mgt; z1F8`Fa9+Q4HMyNv_q=!e?eM_i!`+#8J%970W?#qp&{3F7fWbuiJ+2I9`Mnnb>L^V5 z`3iJH1(XZR6o`e`MbC_#yZ+$~clIcI)v)6YQ z*G#5Lbu=%q8N8-+Y+zhw7&H4$opT?Y6_njbCZ8&TwjHtCjd1Zc`yvNr z#(*mrqWr@v`0Lg0aA9g1@hqO-tZG7^`1`*yotdy<_wzU10lMZ_ckQ~p76zB*CSolg zl$NYyK8+A2PfjCF8-VEgz4#MXWVVc_soUSR;%bcOjZO_CM!`Q5xxQV%0I~+Mq;Vlv zh$_H2-2I(FUR&jQ%O4x$FIw$~3LV`Xwtv>9zjIai8sYb1Ck~E0xUNIdc1+VeMUzZL zGF)&<6mgOYsBi*snL3mM&~x~mlWiU@&7D@DYTG=@gYx7pv#xtAaKEibm{Wn8EGQ@C z0;2!k-?i_2y$HrQrH+#0+aE zp`CS}F)q?O{dYVPKN1sB5Y+~|DDuE7z{vH%WoU93fQHrS>%fM;7l<_sgTl=$f8e{Z zJ)z<#xGq_xQcmD|QPYU^mY0B>_-f+Vig1_#OegwprFHl{?i(=`D2_5`wbHVb5Y8M! ze=p2x?~C<#Lt6h>V(ErV{x#lHF#**^QvN(g-pA$0#)=e&#+cdrh2>r`1C^IJx_3Q# zxEl1O%)klH+SX@>xx*d0`Qj9g7>T94@tb(S@e(dWg)6aRt5B0Y(}?GB@QRz@Z@vv` zW;7$x6aT%_(rm7Wp;x$+_OE}Ugk_b_Iuf;SP3^(0#Wdo1#r*6pxqh468hDG>vG+TT zmkUYi-`bJ!f$$mVPpw- zIEB5GBJeFF;z_19(}>buP*2yA17N?SPmrxBbKvC+e@0oa11;Qga` ziYba0>Xng&m#09K))ND0Zdkm{+CF-CRsS`UoXytPo_~1Aw_D-VvX>R;T|3+=+D|p% zzZ=xfY9_6YKiD>i0hb4hunwr5?MeV!KhuuRiz3ItD~UnqF&S$jWgEK7EbY60_OTZ4 znbTa~_8xRql!)-6X+%rRzj`p;vy*gmdq76vG@?4|r$4$|X{nbkVKcnJsH_XmV-_kR zcIOOF)VW%_CYPRj!uCN_SC|J`G)xt6!qI3T3&nwa?z^d*N<<4)xD_OPejSqx_8bES zV;V7_JMXc<)$c~o`Xv)DeYVq;!X)fF^S4(fD(IUXQsDF$9i~|07XmVYWHFY)i3FiI z)!@5#+XIdym>>5VJ+_Q20kgga!*&p{{gX&Kj0Jh18t^4SQM^P`D}M zRzmHHD7r`Z{13;mQ(8#|Ft<-=0%jUvH;u6Ne%}826C=31`O21iQ=u{Ux0_u%KlN4y06 zG3QU%@9xtG4=jDBRFM>w7t|Sut>8LE{X1_yx0f8%(Opxv$t_)bSwAn*A(@4*o9mi) zxJ>77oP(z;eJf`Gacox~W)kd*De7|{nu&h*dOnQIf(qLy;G$MJ9|_oX5Vhg{6S^zK z)?B_sHn81AGI!hFoo_-S8dijm->10qd@tZA3nu`+-Ez_!*dHwNtL0c&7J%O7tc$xP z^Uc3hN`K;lq4v7jbt12LX~aK{dojtSR3M#!t0Y#-L zf`F8OihzhgrMIYnfDw=m0trQ`Km-&7q)6|fHzD*6(t9T;9TG|iB*goEXU?3NZ|02i zopSFz_xHQ}lV9>Cyvg2cueJ8Go@Z@xFT^}Uetm~-3abE3fAc#7rCLS)%|f=+ByQoB zo($Q%5~)!#ude=hKKRtf#!Z(C+UBjG#c(L=BJvl5rMUz|Mg_B+(LjRp*HbTvY*Ycnw`M?2Ru2F- zTnCxI_@U`_^ZfmgpCJ! z5*7fv|6lv9rXiaX`U7eO7u=@kboFSM-!Q|!*ZpdaGe~zKJ0lR%@*_eJaw!kF--nL= z)uhI60FYm=K9ClFQJuH|^uq>no7vkKgI|s6s$J=w|7KgwjUr}~Wh2Gjcn|~Ngth7 z8L$uf^DjIcVT))CW~y7Z8K~O=_SJ@{-#@KU z{e_X)0{hbj9ElPzEli;Rdw*bS^1J7`&HsTLS0Bmg6b|KyZoRUdPaK%1DY~EEl+8(_ z*A4qsR`BP=p8B7d?wn~jmqnVdT>ibz;|x=5>cbBeUPFt}06Opwcfp|ldr=;+@}5fz zfR$?lR!+)_Vd!@21%dBZ{dolbpNM0>ZC?MXsN}8qKQta^Zk7piOES57*c`h)!DXPM ztoS)D|8G;e@A*iA9;LmnOjLt%4lK9sGGOeE9QSZte>~Rv+5WS0ivyAlK@9}$PTYs; zS+XEBYM&!-@)ESYS*-BxeN!Jw(Oa%}T!W$(0PKxTY>~T;qXnY^ zxYULuoVOc)S5uuGrH^!@eb#E*GkVgq ze)lc%M2)Qkk~tM$pi1Du=+xnz{bXhZT?TVJu0#Oa1MC`1iEM%^!Y4H)INlA@DX{de z#XO|{{PvdPf*57s9{iDtN(D91Ek&+!#WC-97IgqI|@$U5d0GLSz}7#>`+f40+Hj^O_d zS{wpe{jYq7gE|6$R!7J+)$LJc4@E}%*Y;Hhs-Qtgrd{zMwwuw3f+6lt%ini#ggoJ7 zyeFYXC@5qE{g)1Brv8B(-=aKZU&uW2GC{5w=?${ByTRsv_{=A`_|5X+|bBCML;NZ-tG_wIpkl!yf1jTGf(k%#UJZ!b!?Fx6&2V{vA@E=4i~$* zD=()-Z=k}W^>P6@c+vHJIE#Y5UFm~Wlg!o)Z?3_j(0@vKt-4zPA`TgQb!H(9CH9Fo-2mHp`QDy zcytRS;I-JN$d`xCDc2|ANb6eqS3;jMsp~qGwq|0p)bY@Tjh;L`E%>eGXTd=X^6}=c z_|&P)o`g$0bZ>P>_W}Q=4Fe)``_0#Wt`5i)(L)GSYewGpTda7PAt@9U6_t@EtgRc~mVXn(gi)>3!DbU1m<&@M=_y^Qzl;mlzx ztV;4UCp3#7P$?e*>ieVS`ETzl*{ikF=zG;OQ;{{kLP*B;RL7bbA6f);5YSgfe}b&V z1FH?3%W7(e1s~rN*$9_V;L=P+*~fthFNK%d>t5E;ONOA+;LB-q6(5h+?*Zf*Q`DT@ zJ5xq{>55GX{JK{yWh0^eT6Y^~W3Cq&cfokSYGEI97gcvgqrAlEsvs%>Tv{o&r z<`e0{Gq-N4BqLy7-`;9PU7Uh(k0RvbLb~4eJCC3s9_C6EQwvuFh&Von<~C8W$XsQz z%+}Z!*^26PRSa>^K^4jpl9@FA?brRY`T6tpN=VQwD_IzKxIHk~EbZ{_>j#OvoA`s! ztkcrhc&TKmN9hN$i0oLsx1M$j9J?kbG?r>3xRfqdT>h$Uz7q%9&H2r;uN2>EdOgTla5RiqLO|j8e4Iu`D%jt2XH6Qf-~&RD^ExK-`41)xP85EqS_Sqft`>xA9rKtLaR%4qBgb&)JHe` zX943Md1U2n#v3UM?n|UyYfYa~=eU{^o)%Tly2y9sDAkkdOOGJievDyFyGul7Q`L?2 zbse>Rnm+oXewbndNrx!)T_;9;H0Abdv=N_`c+@T-(OP~$g?kL?+i*VxxoXXcd(+eLi6D*H_pxR9&Nq3FzDFO9;{rCRg;)_p|85|7HNb@|MoLi3vGg@mf(-qIOR@ zTogl~oo!=h;RF8~Fl*}Cl6c5x<|eE13d)X)?{Pd7EE^o`x$K~<`|2$XvxBs`D{IRg zlCGO_#!0cTf;4lVI&)R(p|D-5T~XE!x04Iv{$zLRx_~mZ%}b##j4bJ7Q~A=lKRXVY zdyE?Wz0~yIn|;=g1#VGy`UK9x<609k1$eG}tx~Jtv81-=l-V%m%f#=@W0IWu)E5L} zN3+W-qP2nA$wxJaPcqY^lu9%e8Hz)r#BKBCuOlxGjr0dwoU#*qrv3S}KI4u_{+|Y2 z7g3vUjR6n*7;^r)=E2Q@ArDsS@cB(8);qvkoKX{~hMRhtto|8AS;;(_EW%vUgC2C` z7Ldm<>--GQQAW+loay{p+)!ykGnMGng;c@A4=)5(l~^})*`p`?KS)QjGfz!C__7ek zemXq!3(ad45cFRHq1LEWn4I$9r6K3sN#L%ky^@<}?!945T*T2oF%{0E44E<%S6k(Y zI(w;u7ObA?_Z>+W+L2wn6@G-^W|W?JQ2g&s0h$RUEjsntN%MMI~M) zULJTJ%_rzD#-^@)$nv1vtH?OwC7rn$Ow1_dR? zP4AZ6{(e9D9w$A01abJcY^YdXb-{+I>1HFgnX4>3;hfi?qr?}a1P+L((Qn7z|$;*jv`xd*5`9ig^5n5?HCA zp#!BpiP>ti!S%WwLD!>-3e^@JBxKi2y#6$|dS~$T3o&nNXmrJyU%sr!`x^a?R-#+= zxwcoI2itkB?H!UXQKP%QUuq-q>xJI$Kahr?L%xumy1-dZd2VbrwsgSxoL#m|dvOiy zsxDT>G-t`LG13iv_n(}&bTu(MXJtaA#Q0?eA^PU3#K2T{(Ph5xK`c}bAv-2;Y)n%E z|05pCrSgPc@(W>v-8>e(Z8456;P)(qApM#*uA~)K+WtX_!QgcH>E|N_Q;sN3H?ryljxUi zqEB?uXiJ;`D?)EEiO^2b8}D@#P=JIeYtu4dWJZ0{BAkQ&@s?mH>myY`fYvkPEtpdC zr1>YPG}C+6D5IhT;9luFJVMbF#Wh4gE?gp2fCA{_=92 zNuJR*owouZq!ZU0RElD;zP@S-9y(uF9F-Pv^EI-%emlSSHWh2`A6xwYotGW8;K!gV2R^qstp^ZbT{Ln7bcrR%J>?Hwg> z-)53|{CQ=15dcc_wys1mNiohj3toEqj@S zf)Qdw#DH5(m;MWB$J3L~X3oQ@J8ZoJ zoq(L139^Xb^8k&UwSl;H$tZa-MVq0u|H&fw{V5MjAL^{_0x6g9qphNf;8QD(#;w)b z!WX+d->Z;T9INlNDxKfpe13~s*He@vG#SK7)?2s|r~BxW(^%tM1%OmMw+Y6bfjxet z#CIG?5+z>p(295(FvF^ZH>iiFv8hc(&ZrnJ^XniqlnN@${Sl2g( zj?35r2`^=N?5<*sBcZgcJZY{VQ?yY)!_MALkhVHEmQ|gPWYE?Z2g)ajlQpaHqXD)~ z(+)6cqk;0=Zp2=*WPWTnOj$LG~XFqYihx2Z~4GC z0Rhmx6($vxUhYqGOpZoU_`nSX>>7%PI5OIR;1;#Fuy8m($q8Q33w3$waYatG%FaxQ z&oM`=7O$a=N50!iYc})*!xK=#XQNNDoFrQEb*e9+bx8ckju)i>gd&GJqN{CdPNXR( zx|6QK59Q^|Yv9UK>vPEb*jQ-VGgw+*>-*-2yI%xUPUNJ5sOpb-%L}w1OW6IKPu*0(kxZ@G=aH^Lp9k+f zgoGIhfo}`{usgMuC`c5=UvheC_O&>s9aB0>`ugb*yR6KZA1=XEh6vVcuPYx7#8!;T zE1;XsoN{H1j;dVw)NbBeb-HO81Jn{teR2)q6TAWW867_iW*VcK#~Q9S2?!MJu_9`? z3DTpm$3!#xj0g4QF>d(Q8|`8B_JI0{9qsHC24cu)} z#;RFO(kx;u<}vf%rN$3j5Dz%Kl93C{AZvx0}# z4{n(X8hScad448`W~SDPwI7g4N7Kkt+)Z(e5AM1?QFpz`&3VQg|ZirPu`~ zMq{Y!mt5Ma00+kM$#B+U&{XVsr*>?CI`95^1pc0v?oFI&?dyT5$!7DxjELf1uA^o5 z#g9BFf-*0QUjLiTSeyLiibIp_2z%4b&jt>SW1aq~jbc@+@zFj0x~P2h8wH zAz}rhlJ5HN;BMD0R)Xe=o}V6S7s!B`$_PysKwiuSN=zI)TG{XG2zBpx^PN&Dh+Z*? zX>jL{nHTb#pwm@OpUf5>e67TdZyQ9~YY4R7K=e{K$T(LfT9RM~yM;r=k(T{$dgOu4dlTgQ( z3*8)*tE{BL9!l(JayB*CMJhfS|Kv-xPVFQkwKaS&h{u{nHN)7*8ZPUtG6fR@7e(J^ zvv0O4P)!)|6rOR^y!dD!F3-;-a$Fbp@2?`Z>{kBXkZF1)5l5SEbAkJoVNOjg1&(>F|Ry|%!s2Z zO5g<3o4B?h$|YhWH zYYex7_GU!A4gf)^z@xt1^ zjU*p$Rk^Pnv64j%jFH`|5%V$gc?fRExBp^OV*0k|$*SNh8DPIF4fI2; ztz-3kU8odYDQL{n2+bHTH>X3mtOaoUmT`f<-P4z(Udl!&=}QsznLGuYYBM-v)7{Unq`B$ zu(>75w)6zY7<0wlHsDUCrqHL7%ZqQ#cIeua)af&M;k|V)m_npY&*62@fzGmBM5OkI zyR04j6E5>6UQ{xSw;U6vj#^-e;8LMLEN-@Ci+Oyq*{m$?nJdFau(oVl;frTPE&64z zo2vR)%Lv~T-|pr)kld&guFV8_maKpy6x|T+b+tIx{Uq}fI}?h?{PIVg^{F>dCNdA6 zrtg};W~z~(Y}?_;iLw1LeF_WJwq9#*P&KLr%ze^JAtOpP1S#;KL`n6N`UDT!)$!mM zeSz2L{MLF?vZ1wBFV?_T>eNG(Qx|K_e)wVl`Th`|!O+F1wT8!ewDXcitSP^pM(vhk&jY-oX;y0|^*6v992b zZAkQ}ZAJfO1^I?5Op+o+;kptyc~|cuF6Otfkiz}Qmrt~4Y59zB+?~D}R)E|}mm2x| zvmO2nyPNWo4BZ?J@DM*q4JIb*3d68b!Y7yT8Hq`~&iA%v{rA*3Wq3v_`<1}Qt&k;l z%?g^*#^YnwX7XO;%jTiZ&Cl?}9aAqn7*Gv?TlFY>)z#sfaEQ25f3}WIe=d$GV_k2> z8G)n>fwzr4)%PlZgNWRgsn_d#leX2!fWbd)hwM_B6e=YFZRczv7}S9_X%7!oc?gMB5uqaD)@lMa#)du{E+Jp_NCsxtkL& z)Kzn@T?SmBBw3dx1h*OXdHce zj{eoLV$dx*`pNfWbAW5H$%R|u*!-QA1GW{Qonh_VzLF1(nVvtovCG%vqU{t@`Q5|3RY3IvC+lPz6r?aY}kuyaL!5&wp@m!VcL36kmM zpdmCI`py!piSB%fqKjoiFXFA}R?r-3&;mO4pCH~`SaC(*liNh)Ok`#irCNlyA|3HNE_#3dMXses=8UFesw|a+7?^n9$i&p-knpiwF0fUe_{~LqPv$%+6dz#%ZmVNzTY$bz6fAXm5q(m(Ch+<9 zn)bj?AZ+%8-f}BO?dW6KiX<%bjX9OK-;;2SE6OsfUt{nyA&_%QV2@ulJJf4VVpC*w z!?qyVJRfr8V0`wzNc+`3m zklpt-fwzp2E0U#DhqQlMKjEE0-_}{R%_Cofl22UeEj&C?AHUTtc&(Nl76vE9~N^6+{*O4psTd5v+SNaS!6g7 zZISF|9xJ(=aWn4C^+wsXi%lNPX{4*+HzG_M@Bpc1gpctkKDEy&oquLvVOpbN=403Q zgxU^4il2`X5B<6-pf#-sf~@mEcAt-qmElMK=9N;AUMsi^*-Q#^ZGJ+$qgH9&U%E8u z`n`f(nmY3ItsK7VM|0}SXSZ57CJ>EME5a0o ztz2&T9j8otUaFR0JP0`+sf74qw3EyPCkm5fj9wn{mRDh`#8TPsU#uAXVkZ*Rd+%fQ zVkmPe&FM@b>Jog#degkg9gP^u8FgEy1a-aZ?vbT^RlBdppCxIzt@#aLd_ce-Ro@Aq z;?*?2|4wSlZ}yBJ`h|3!iTf36zK(~dGGIn8-#F(Vh2~174{1nB zTxoZD_Fi>}i?~A=z>#ku!<`ad(rDZ04oAOYw2kDa!)}$mN7k!&h_A<>F=e=ri3v-~ z7>&xvUeQsz({F1UBdjISu|EE5hs*rT2I24b=?;oeLw!zK;8fObgyI#R)IAtV4 zGKp5|Ca*wch2!oHh*C-gTrGNg8yd1-(3K>v9_zEKXnyD59Lz?q1y*G4kGTBO9vd)V zE_z z3Zwi&-%Yd%`F>n(0H_cuUT0vkl;&X6v9+zWY^sC1Nm$su|9I^e#zz@VI{S3QnZuJe z^X;+^+{p+0;b>m9u$RbJg%Cc=B-DERG0CT`S!la+i&VxzM1PK0?Ha=G!= z>1i+F->|es8&x|R-4VR99hVB@{WAi}{yNkk&@Ir_`ye7UA*Ip- z6|N}2*qjHm45NZLF$l~d1e01Ztwio)ljQTb5PpC9hru{{7w%y4H#inLVSU2W9HP@EQ5?qe;qL6XSC_1}d3M{w(sx0>@|J(O_QEa3xDYqu=amOPm&e9tA8X;b zGRE}yA&9pFzzLcNF~k_4qmqzcPk8LjUgnoM{YD?xXuSAf+opLa?}KO+F-@s$17 zwp-1D;5c3hX=;w;9i$`}CvIkHmO8!$0aGM8q?Y1OrRD#4*zO>be=g;Uyk#*T$9vudkijyOdtUxXdP}cfJFnUK3ki`;1gGl zdtdKx)W%r6O@9LBM-kKE6o5w5fh3S0L7tAJYew;?FbdE4V?~^cuSm*5d;E1u!gH{3 z)A^^w=`X^_F73)tFV7gr0Om0H7{=qMY=M40110V}+>exb0rao&Iu3&%Cc5bxH!eEv z@V?-OFbDxk6%e-WSyjj?-?hM!7NBG6e#Zykz`?zbo>8RJ*|*x>feU@7z%5B+;kB24 zhzKIQh@K3J_fw#Vvo)c3x1VJ({lZ{?RJ3RG7l zeT>?GnESWVUrvv>zM0C>JMLGnn<$MZsplzGa6SCUTouRu-QxY{d!cd#4r$BEr2G<1)T1h)Tr=^>p{hpLWOo5as4$;)y$i%rUj8)p%U) zBdhYTAp}ksUV8UEWJ6WRN^rh@vB14Sppvg{!G>NFujucZ26xGJe&*ya7#6r#Pk8E1 zY<3e!+BWTZ4#prPFi7akOPt;-A~KpD@6|Km*kuS1ZjDCsVl$1Z53d?F)Q z@S0mdk9^r#a<(IzV^KWMHNlSxvgh~O32_G=gm~g;mi4VP3Ny}s(6IL`Rttj)X8m+b zAgu1Kx3Y+AN4)@@w+u9J_M9gSr?^6vUdTUf?bP!_r8J>j{_cB&FYhf39;yqxhuVMh zl2{@X;#Mb0jNCkQBbTfvBIT{#5@>w{nLPDQ;rs|5RruBz_F#GI98<#y7}HITFBb}g zo($Y`r2)MOKQ7zLd*rf4uq1j&#YC{&N~o!9n-KVV5fIVSBJYE6nzlQDTPcMGrP@Fq z>X&}KInMKpFlo5C`fVxtm6;4@>oq#~DnM`rN);jqZZ}QITy@2MS7G#~{R8)y z*EPfZBKhB3J0+NwU>WQuOlNd>4b;FN5teQ|QfL%e@gldO=)>993PB$omB1OmAr~O` ztqppM-{dnW)+RBR{LIAbYutH$dyim3h>p>1L(f+OPeYGY6dEg0>hBI9Wm>!(@dGL- zAXvYPZ3nGviz}u*MPy(Uj-vV96=jLe5$gIQ-#;HRmE6B^5OL5)Kl|G~eoqGY`{%5{ zKEE7Hj@bDLdd2{W8m-g|q>LfAReO)#o~J;S_+TVvpg;Wh0_<=b;91?%8)F4r==vQX zk+cj(u606=IAKqa}m&`poD1!_6kT%%D>PrWJFUfTJ=){D|IQE$?fPvy0s#MRmd9^ z(N3n!#HGWy??79UU^SwBO4InB1+tS?mO=w~e=j%ssQg1x;32mQ zS2FnXW28R_XyH;gbpcI&c2ia@{|RJ^6H4iV>5q283cJ0bSQ%3Bc*Wuiz^fmYd!Hb- z5k^Y3Dg4X(?h9VmpYW{+11Qg(ZFEU4Hfhp!9^86JTPe`}4l35vCmBjl0T?1YfO zlA9}t2a|DCmB66#v;B5p;MiJAow-^Z#P4QkQ?R%ghnKY3Ar~R;mjOW-m^DH&z^lYA zK=bP;QEjkfR-g|BNekIwj~5yNx)P{klbMPsCy*TixWFU7^FV;4bt!A{WC1>-I?qI+ zQwBoliH$!|{gQFADHy|}41~0Zwd>p#{nU>;pUSwG|oj;XVUFZ8n3Ke-qDHd;6Qn(Y`LZyh8dIDhNKoDa4+ImS?_pClR#Ts3joEdy16Zgq@NXel<4D z7V|2T5A*m(b;uHi*EoI2TVBc$JQbr^?tI7*UCjjw*gj)#DKC^3QH(HSJ;=okJfUw! zo_KJpE!R+neCY`+eLyDsri+XYO;R$tdn@oIY=J&N$6YkX&<8LxU2n*Pf7ZBgfg*+M z5X2*oe3yU$Kjmpgx(4uW9dT`>QShOrs8<3$m!d8Npcw1y5Q;Y(3my-oXe0$dW-0*? z#M+8__r!1PVvOriKIJ0v*)jwdWPQWz@esBLD^4yhm!(CZ+X1i%{K&Ko&)q^$q{Vqr zYO{GeY(IsF%=KKEXZC_3nuN+copJC+!@yQpNX(nrV2z&47U@YTPDsE#p+#@Yl+R|o z5o*{F5CJ(ZJYR_eBq)HwM`V~EXi%A$&rFgi1Xq>I`zp)^9MbOR_fD)))LNE~ya0;n zvd((v7nZBuIdmXu&B4Ap%uOcy41acJs)j@{q0MA^zn%P{hmzn zIsAim2~!$BT%`7$Ln+S+lEAp=XsgGSPv#Sb#t#&NHIqoP=nMd`CYsv$U@qx@D50`l zWKyXNiaMZ%-K4Zd<-s_PUH@UD=maa!sf&yQks^VSV~R)GOg^1q#(f`=4L`v4lKP{7 zHYYmbV=g2_%t99{~u$wKoC0)pNcedJh;kVv?&82>yX-$&W=|J?L(znih^I4Iev`4M_R*hA^`D0{^)L zHX98XCWN66EOx%W>xPTAX%?1~SU-N0ijhDz zQkzRE(Eq@TF3L6MRcWXNpI7f?T%v!u%h7?Q!Wa?t=EJ006R$=hIozU~?hgteZ*6<5 z4TZxaAKuT{iELgHos?a~Dcyqlz!=Jyg5$bYCnl#<=ZWc}jt=XdT~#+CgW4k1Nj;N_ zW&4V;&#co|2m~(Y8kZ55Wq}Zm(GwxJK*H|_^i+--z{%ZX3 z$?m=TT>yRXxb!`t@r(xYeua%Y z-1$`uTg9~=TdYGDcYrQmaySDz7NFz4d*f8ih&hex+0}Dp7o$s+XR3OxBD?KJ?c3tr zzD`At27wjHyaPW*C|8Mw-A$@P|@Bo{_tHXyXuuF(m1dY4hmOMO5Ip~>g z>0lRn#<4k4O!e8eInurD<>9wK#tFx7O;k_(*qJ+;VtcJA-{VRr5Pb4FRY{*-Apn;r zC^C*9F1THlOT*Q0Wh9D)#D-Wm#1fV`Mc&St;|HTmgvg@ep|e0}&qvOcL5R~{-vKb% z%PoF^y+u?{xwZ&T`y=O2d!>BdqEP#B6|esJHW>hY^mR^Rwz{gxh@axcnO+tPr&@yv!Z+o ziU{9Wd|Nyp0;izHlRby`RZ_6Uz>X^RUdO=#By}bX4bp26?ph&dkO~_Idi|ys@q7{U z375PyOol|)^X4CSZ%e~0c=Z$Ok3nA&nHJFR&bs($_&Cr$P)>_dy-8ugvlXtc5xOcjh7$ds-*$j-s`XZs0UDXi#@^#?b0{int`n@* zHYwekwS2mApO2)^pRANEXr(#}yd)yrI~=_g1<%1heVwPltb z#p|gsynE3?BR2J{;a48o*wc$04fTRHLYxhfRCAER!Q^WE2XoZ*$bN4E-7Da9W0>CP z61riQ%Y=NH82MsoBi-nA&$H}FK3?|M9n_@GP9_WkRu)}bqp-j$(ER3=VL)KkB+T%> zMDgu83XL=U*!E@W$90MjYdv*EX<~9qSc?7!?2s}CBuk25*CHNV&D1n~+9Ut=Drec* z!1d}kYVsYkJjdwn7uZJ&P*2T){XKrN;v^7Vf1-%CTm>S6G75-F8JT9>JHdk|{??6n7I zDn5?xyE1)-{(F?&W9=n@f|IX-BLy^tbqDu67|>2%C*fV{_ZH(gsdJgKl21n7Y7O1I zo#U&n07CbOK1kvq1Ih(2=X?`#!F5WtSp}NZh$%ZtM~JP=@ZoCr1D%A&Y(13`0W*&n zV@W)(6kj~QB})%-=A0h0Y^yVeQEQ;xwkT)ivf@cMR1P9y5e8!V%sCR*TzvKC7I_m( zsR%V^@~*X=^%~MjU8Yt1GfV%UJfgd2*{@@W{`pda%!8{@vD}rS!se8+Lkn0UvK0Kb zK>i|L!!Sh6-dU?M0N1l}yNXfsu4091DGtOUx-Ll{^DADzFeb?ums_tpFO zSsxgulO2~8n;|0CgEl7ksY-y6`;^dx8hDMrccz`@BadI=bzd*9A0d)r+x*F#BKja& z(Ca$BSNU5QCbweYvd6*Ccf>qyd9DF`p3CU>K)DS*o{x~WvcEm1k+pf@!y9zu7OIDR z8*Olut$58^nvb^9&Ys+ReJ+_9&G*%Im<#tP(Z-RcZ(`uZ7QaSDGd~L3dxKUQ=M#3e@dicjne(vU5EK z<)(hG^WhpKBKPBt>Uuuj4jR*hBSM;E`VD6d65>2dZVtx@3@9{X-$W|$Sh)D~jrNa@ z5?t6Ere{r*ZQy5PBCXRHf>N^uakLU3Xp=R0nuF4+hXjo$FBYnl_osj+~ObBG9BTz*mt(15-MnA7)!q5>W#9G9k&Qi))?`Y6ecH;}G!l$2}P{cO2Wk zT)OcSlqx))xB0ZT)OYop)lzu^n|^w*pI}hag%9Bj=Y1J+6fgJN)Tqw)K<{CuM9~{F z)17--o%d8LR~1@7o*zjpFIQ}^UXJ%2lrhBydWk3R9w}D7PpTgsXFaIP?9C$!64O~K zu3a8>(#TV1+ltl^prJ-pFSpSHSdiYV=`nn(KQ`gSsV7Rc>W_xp-^(7e;;z26lP zI?EtQHK^ABE3++>f`uNYsj+tr&Ij}uJal~~UGCK+$JB_aCZh4ucZu%Fn$BMKEEDk; z*rHEhyJPXKO5dLhqo9u7h)YEHeAu0Zq!xy`s#E8`0^Fec&KxH>y#}O<1m`>olL7i2 z)$+y{Pd;2(eBfEB%n5y&CTd|$HHapWEd1#xztk~@%>6Zib$WL)%MSF=ts^vQohFUK zxnbJDV$Gt?^OBXBR)-hFOZx~<7iELCG7N}9r00t#d$=pjZCISg&c=a=B!cLOVjG_Q z$-ttM{@y8tSmo7$d#g%d9NT*e-!LHz@!Ed`bH?*YSbAtddaB7L2v^cJ=-1o13{_CF zGbByc^WEyJasHy5y{s3}&Z`=4yH3+5?c}_!ioP>+RyO%`3g+xlewo!CB-HhFvpSb^ z-p#j!Z;XN9{T;9te9bNdcGd|JSWUAZ7uGGY3iQ{GK6!pe3|!bIC}tns3fhyQpP!`$ zNF&4&yt3#ISL?Eq(O-we*il#c$0J%D!z;DiIvy#3ttsCQ)%z)oL{mD!(vjBnB}!b; zdqlW!e|9vk&5q`^lCMmvR?xeCZAQ?QUzJOq43}w~;%d~`FeOa1cFNNy{?G}R>Ht}M z@|I8ohk=aIy+G?mKZ*t_Sh4&k=n%^51?+TA3ja&r97mvUjurq8>EP)%*t7Kk%#ve| zv~hKNg3$SdK1QK5SI{mW#>*-5IMx|MAC-+(zx+Jx^!;wg|b09>H!R29vll z`V6rRlyk8Q!<SoLsX+GTq<0uXRqG#zM2zCOPx$TkYJod7C}=Z`>^x9WKIBrY|)MOU+6u( zwl86{Y)JT+4drr2@up8XN)#w{oOnp5wlw2?Gj|S{l0o%bcCGM(4moFTE3r|?=7Hs2 z(C7>+kYaBj=L~9;=TE}Utn|lx?U#;!YnuORY-(C|Oi96;w)Z7y6Q~k~nMfu1Avj`> zceBl!zqWt>{1Rj_`G^6nf_{gzK!%K%GSyb&mV%ayZ1@hLw@zlt7`fwE0(Nylj(x10 zbCHVO;j1%hH2B_gjrZpHE3c{+ym{_@4RH}ptwcmFh(5W@H_~W{a-YLAG9yHk$nbf{ z_?GIe*;eSuhO+VV)$HMV#JlI)kMDASRK*AB{OAa zrTmILS?G-BAX?t3CGnL3IVAM!1h}KRCR}LZ4R4-u8w*v`FF`E$D(YRLBF+nFGQ`9( zp-;@cT~!_bFqS`no0u>i!b3|{tiH>-ZMnXYt-k{1l$Z0$nK2qSxI1_dHKisHc7w*- zA{^9l{x_y4w~7N2S6p)n=q8B@gy1Zgeu7v{=pu5g4|{w~SJ+2JM;y+c^|01e8}suE zc&yw&qebsa86T03p)lddx@;BfV&dbm7s5XKd{0yZ8y;XA6@`c~b4S;Afnudt?lY@x z&RBs#KU)WoV036yJvI8}(J25Q0dD7?j*q7x_t0dv%%33cJaKNfr3J;>m89h!-TV`JI63wM+weqyQokKM`fI5gu0y3xv^L? zt0Cm<1L0lC?Q3uJmMYrB=}bIjiLnmRRyci4@kyug_fM}ze;Zbi2y0aU0r3#=w%^nm zXSsku;pv+QUkf(o@HF;5uFt=*?laOk(QjQ?i}-9wAGa=Vu#kVQ(eOcaOpp|Z$VMtn z*t)cA+qBAR&-!KRAE-&Bo?aae6B>ENEj4aadsCWK8$w(gwI*>`OBj$P>xM2GpFC2Y zxUm|PQw6XQD=0cU(&19mdJD5HoMNwR%smorTa*`-@qEJa@FzW#=zhakv;y;Vqi@m$ zX4Ez!d4kov*vHILr|r{`37#^@1_=Y%^{f2P#N_@8&!cJ~KO)+H@l@@9++`Ft;HD0T zx4*vVgEBrh{E$u?_gc4+=)SBW~1ds2jH;KY-e zFw#x(-QmrORs6X1mrr()n;RC-<=zWSM};?|8Zog%Ih@}eqP2}kdBNymPvhG}iUnu` zyBLP_akvp034Qz;v|Ih}Q&@jNaiv~@pz5f}8hEBQ^?a*}33;|$OJ2-mRl43(da#WC znAs2BwH^RH{wQw`)OKLN(wVyp$oyVlhJb|x)I$Qa@oh)6p3(s5cMb@Eagcxiowmet zIN|15CNh$(Di3BgI3Ze7_@OLL*RzmgKJ`(!0(^z*H&oo7SVfXDTswSwSmA4%zuVOj z?EcD@ifyxbyR-B7L-JE!`+fNG>SgM=6~J?&gGaV&({33*F_Jqqpptc$-_C&(K=Iq) z7$TA+V#>W-;OU%gl%8_U%;ITFB8*^o8}w+cLWq}P4Q9}<#9G>QQd1mSQ8bv3Eib76 z@U+&iIxJ2gow(nNm5%+Y83=IgG;AR-P|VY4ju(ErD2~I{?#r39D9h&w^*i2ByZiV$ zUkKISRv<;e&t#}fQ{u<4 zvdjx=V4hpjFE|hRlxfZie-~$`bR}LXtcoQ|d6?xI?1c#;`4P1Y5TOT-m6m;a6D(Tv zjd95J6}-4^Rcop>+`=0aO*rB)8{D_(U4f~1auV57J>?UeHLB{$Je5mxrmAhiL2nM= z-;VRJ3CVoBcAS39>W`^1{&hf@&J#Ou;&+LGH&$Irkmf}1EZyq6Q&B#BYO$O$bJxye zIom;c->L)Gm+<0hm8UW$4PnwyiPi(NdY~v7f68l61!(3n-#Z@IdiWV%UUoAf?RMLK zfO^e=(%y;K$A~=PRdIh9qZ2sb@X4gr@{TDKRXPjx6PfV~XH~TTheM^N`u_!<;X8*< zB6tjX!aWpA<|jYxCO8OTLzK%F z%j&`&1%5f*sYVvw1WXEBM~mp<+L)elAl5xD8(a@KdFREifG$A1CB=gbg$OQnw#{EeX}eWl6<*)W zJn(z(bxY3x7?fuV$Z@k4UA?o?fqSCT+GW(2FPhn1Crl{A+FZXI50I&dnfApaHrzJV z;13;H^=7cwG;b*%_tOD_v$P+?LgBtqX-w;_;j-G4&z~gMI|NXg>mX=H?yB7>t6P=< zP8udccS^$tq2(q;%}LpU+v@U>?w3lJlaFPuaalx{WEihZq?fwt>RmRA=A_g4Fx&|! z9PRihU0k2vyshA47|ORS{9o+71z42rx;8vWcXtfZNOv;`QX+yV(jd~^9fP1CU4n|z zrBc!j5)vZaATe|^Lk=O0PAFOE z;F&qFJU&gNGrRq1M>q*Sr(C>;kd_w_h`7mI1!9Sc3nBjRb@doWcHKg=T|F$Eh@s{( zqa8(X%-rRX=8C2(7YX&7%uk^t!j$PIG?!aWjafRzvy*P_J< zkS#t~`!ybb^o$$*=jWxu1QbKKJDVgk{hvxn`s&Vqd-}A`jEr|q11l~fT%>{$i9@1&M+dz3ElcM=Y6!t}?=QNi2qDVvdnBnp6}^4&&It7`^yW6L$;r#TTGmou zO$XmfVdiKGmyX^i+9CbFy$9{HiMGTlQGp6^Z5ri5|LInZ|MbwF}ISXf^5i`kLKbU;6P}(8AKxtHA zOS7rHvOsC-IU|!PC2bsvDZeRn7O8+s2rjc>7F}kfu(r6fKvDU6v7~9K>L&v-%ox3@ z^e}ZDPfdl|e?3|okRnPt4bU=3k5B$k&Gae8fuiU6KdSkytUqjW>L;oylr;QXBg;P- zgHCh+uj7qtZTMC1$Fg0iIq|dbIgPu<+I)&8bkg<{R*A-!%0LKu9hl))PsdzaA!v=K zPX<*~VusG{*pICQJXXSTYPN)d8CR7Ao4)Cjv4=I4ucyBOVd(at!C&KCfJH}Q_@z{r{oLLFs<`5A zq50|R4Ew`tk@EYaJD!?nOa`C+8)%;Y3hnd9@qa`>{b7?oZ1TUN4H#@L?Mnb`lisi3 z!;YVz0>t#9IRoG!@VX0-(KXsnFq9Y`{ZIP{gY4@k$ai+|0qyZax09>btwSz*eM=v` z0zpr&hru_I@eT-~+bxs){M=PBb8GWdZ@Xx2Qdjr7WrWH7rvLO$wPGsBk%?Ez+ln}d ztbEvfD+PKd=obM@^)r7#!X2Y4aoMg-} zoezT!|2{R~Z_%)SZ2uo*KWde3$Ps9weRs|R1;7w5)ooPy_o&r5Qp5O;E0(8Y+2Bjv znT&?hLV}R$(w1!w#@NksK`M+LO;CtaYje~};y!ke!a@}zgg6>6l9x-wSUp@=6vxIg z!2}l<;{8MycSfbViBfwl-szs0ook05%ig7xL}`IAwg&4F-k}AlBcO{yo3O`kzA~rH zh8mTk6F8vL=pFUTi@1pCL@FRG%#ltj8hfYsuInS+ZK?;E?k49TN%~}+A3idDbVI^H zWEkhC)XX&q)A_Fo&811-az`iDM3a-$VWvx8)vS@0t2k=62J#olZg=4J1%h^XDxSC7 z1Py#di*MsAd>`XZb@y#~o_MNl;R`^ysS(iqw_XbEU(Mw9jt6M=8JGa*4eA8_3gher z_2yFbmDn{SyhM)1${|IwA0lU9wIXyudkVQc1vnT=;uyIa2bH-2bhi>TtpMv~!$@OS z;l173V56yn@@$lBG)OftnKq`~WB09rfKR^YvJ zcs%5h#>1d4E54c;X5SK?g~Z$ad$*SMmJkto086_xSfOm8-wQTBOS6DAWH>9+`B6EL z%bnnazOPpXbQM@#QMWHh&0ojUB`N|@Lc)o~*d{nRc#5Q4P zXR=QIdogLW^ejadp|z_5T+JVLCFp-($PnOmBI3Rz5?^l3ueqDLz6#kC$2dzXoNQeq zlz5NOA@ok+CMrfyON4rxm?OuRhvSXO&KYbAG5Pvk2b&0A?I)2;s|>RjOS2{@9wU8L z1}qqnV)qc(F&7SgEaq&UPm?Ih->ynOQ45M=Il&nF8y6nvfw|9>lE0$`xGn>%>!xyrZyaV;4yAt^sQ~~*=*g>5fFpL9C2rCdt5z|4%T`K@eL6a>HKJ@b^ z264{{1WyUPOnv>tYxMmp8qf_GJ)r>gFYCM9zns?^FLyiK&=3&FcPL65y1^Eg0>!Yv z3pPb|tw5q>e`NTkaW0g<;KeHNtKlOFfK;Y zvne5V3&vAtF30u>SJnx<8790(0eX;UNZ3ojFo(yn$+vVHDkO>1{mnbA$g0vO|01y$isb$gydE~B?zeH67{QuxDYCyQlzZ_z$|g}W+qHR;1Q=I!LH0{Qn>A$;Rd8&WdKMtI~9eqn&C z_dvAsnw<=XUEuK+^+YHY#@?d`0HK^I_@P(XwGl#Mp?0#{U0}8@{;?j;OjsOwL>%+m zYXF3+7;`avCV=3`NPJ#9NV8*PlhL{DN?ss?`cV>}vnem`taCMaVgsTw=(4DV#&EYI zn|}gkg32b=vTPDoX(xGsPb#OqRl3)So&rU?rP$R>P`g zTD&=cYPq!D<0I~tb}-+nP&7aQs9wPycQN0)?Y$xA0@ks`dvq2IEoCK2cg5v!VKR7_ z7dp@;(N?eNL)gl#&EMSek;{QuCwHb0%4UzbHwbw=Udwtv6YAiL`w(k@3&L*T1S_*R z^G3$PR)lIQsw^}KUDd|RW4<*UU}DQ$QaEi_%+BqaG$DoT`;mpw(=dIF(5!4IaHXA=>WL6X7 z$_@ZpE1HMX0Q^P*;ri@K*nj>(wN||Hs@B**IgIG2x=-N^TM|UfG&^3A0eJ|MM>wX^ zyTGt+IR=__xu`)p4P9&?x)}QzAQWC+TPW(iqLkLE3~rRX0f&nD9RU|l&~5)5>u_9* zFIb2U`sF8^TMQtciudg<4(kz}=FIk-DO^`xarxAco#Da&(k^K1G@2M`6Ow1oCovsU ztF0X;DoP*x^1H`}CnSE2Pn0Xz!*!l0DZ<((oNKnaGhVFMeqxE2{}ge|l|OzOFQ#W} zCikGa*=C0|)4F%fX;lMacNpC!l6qy;ZQ%Ra?1yLX!)Cv1<|=AKjQ!-q+hYxf;9xF9 zaTjNVew*r*s5IdRhjB4}oq2A8Zy_Y0a{$-#iEp!F)@cP`LBvsPcA0Z$?=#dEnETYu zhg`jU)`h!g_f#pKymyURmZs_&`0Lty- zcLun}Qas9_Ge+$v_w7#uq|w{Sp}+?vCvPh;W83X8Y@`;|Nigg6j9lutCudJg z4}ohukkRGW>QP;7_^F1eIyB_k{F3*d#>t6?U8E3^C^3my#lUKoW`laA3ba0$Z=Km3 z8EVS)Enn^HL5x9H1YO-tG`Xw^UB=^r)(SL?1)flllW`j}0=(D1nkhJ^xyPtInT8YG z>=5%U#JwDZ^3q3>20I`~!+ek@6_lptW?RY@TpM$TURt*5-|pINm^G}+y8Gh-nDkFE z)|BcVSYArI9C|$7J~BjjeQeoE*pJ)VtH)Q4-46EmtZ0!7*Zs(8WY(Zgvp}u|@%wlf2V7^W;u{;!EtTvfX`QyvQ!;d@l0=0b#m`v4A z*4**1$N@4$*UBOBu+VGLm*UYJLy~1{)|=ZIb7}^1{g~aWI}ts#&B^Cqq{IhZ`fay$xz4 zL<%3!DQly7K_gmp<;Rcn@2fAi4DFvX3$miaS(+3D+BtrGJ0=blaG zr+dHNU;o}kQHSZaStPO_bMmhlK|KF5r2ns-c7I&^|Gj-~MZJWsVF0M0>C*N~jFQve z*F-=H)u~^LBHWGMuoE1FPTYwLu~CwR8HeERq;B@xs0Pyv6yKQmt~R???Rd=$#p2ME zL<|oQzJC_Rw+xy6fQe}Dyr4(z0YC*-O^cipkU=-JPB4PxH9~etx9*PWB>$9y@_CwJ zE+pnT%4z@G1?Jfz;5aDhvN&DmMn@^JAg*M0TuOpz;Vp-mqbBdnL)d)dLSy)XR@$#q zmgoQ^AOnDvxuXEYcdP2Jla>GsMmvCKDx@&5L|C9T-Qu8o!~s7+c`RXyVyIV;wK@mz zY0v6!@aA0$?9gxEBNOq&%T?g=yo|O}Ac)J0s)ek5+HOC?iTw#u*RgOi_zI~jzD_ff zLVp>BZf$R2ZtKjRqcwV8Kz7G}f@~f4T2z5KBO0inc@@Ax!f9Cgmxse3lGhlp4TMF! zw;8_Ct6!GvpL__BBX!To?rgt%(oAT^cfaoQ__9`zoc$C}UYz9vr7t(yFi;tQ@KQa} z1l=?Ml-0UoBoLsXji1GivW<3H0o4Rz#iqF!k@{R&3kEvvirWK#Ld+hYIhBuN%EFImI2dJM< zVl7ZqwbLWGgV4IgL>KNC!H_cN8wZTzb}c?Ui0Wk&5%lBfN61qJ)grjxOYaSivf88j zjSBL8h{Wrt%c;bDpeb=Q1F~$NTP!ZQ95*s>@VY;7FKkOI;|HETGnjLcDmn5nWM$6Z}P>UoR;&pj5&L?=_iZe_C%VRBd8a@s9gjK?s22 zDhg8+Le8!bCW5amClxi+~#m$g}cP@8K6S7?dFgI@jT~t z%C@v+LSl+V<&<41?(ZOQ2HofHV)GmJ?L^a*SG4|ugai8qU(YK`BL~~QTH_7%6GSFo zx+|xFB1Y%uvadW+QH3y!85M7+;qDmJnujfFd7-*Hrb1%x@Fuu>mM|503($;H_*5ON znP=#qs@yhu>Q58I*cYdld!o>ri;Kn5jcNQy7k2|UrpDn~X2r}vt%LwsPQK4y^jf8p?g6O%U}~o*_#T;o9OubzGJ=wyBmpq>=7!^)TC% zp2RDQZ?WB(*?-%DKrNdbwNc{7+}QQxxoKZ7z*h#MIi*W8?ErG>2@?9zNw1s6MGyW- zG4$jCasKvkO%2AHMU`)fP*j^}U2;GhI}~e5?~cxmM;ARIz3E+OYzx;P-_y^IhQ+WG zBm}<)fkd@~IT4OhNWUw!A3N@9+eCrSjY};9`w~kk<+6qy*@^><%IzmE^79u3} zo92{Nto+_9Q;=4PNx_uBO#YAQL)nAfs>FCbN*p&ftdlm$-9%;4czC^l@MQuH?p$EK$e+k&!46k;{zX~}qSHTzBA^Vx)-ARru8wR^mImhKBpVBrzeRCH#Cld0iuD}go8{cV`FaKPL!1oL16 zdS>cT|Az2@x?6TK?TDmQwrP3jR)tTw0ZjSRwE)~*rx}%K7ZGQ7&O7My=$GyX#_{X@ zk1Iyb@;CF5p$l)JwSo)|eOselH7_6r-fl>2FKDG(gn(yO!AL=5 zcUjq6%ghwvfjT*|LM6yP!w&TC&o@Cu1D*eSCyO&0Hxwl`D1_K3lxK85_%>`%OQStb z(k zAyia8uy#7V$Z*)^8)SP8akP#f^?FX|IG_r^Y*>JAp1Q?`aNc?k}w7t=5J8 z!i~(;5JSV*Pk0?L5;J0A-Qy=U@_5gFff&6PQTy2$NYk zAq@kQ2ip(@)|K$n*e>IcmY6nXzB*3H5hH131ju${|Bwomc0bWFAKGb_ziX`UwX}MN z=8$=5cI`2C-Yx2RaJT-K{=JB?x?EJsDO=d!O0#$dA32K zo@~swE^8biA=}}{GD85fIZUx0l_B9!3k_dnPFdS9@eTsUt!l=qVzew(DD~8}8Uhax zf%F;lT3@npJi5cQEdHhw^Ykg8Yb}RL?uX#;d(9oJg3lLBP@mquUiNLF&DV5h+}`Yg zz5!q@+(1NxpdZ1w5}94>D8xUa!?&!ASBt)Cz6hI;1Qexhukuf!s9W%^Y<8%M~P zBDmpTf6g2d6$&|Ft6f{Fw0J2VFJ^+EdHZ2O#qEP5zN?G;c>Un)hMTSq{l&!U$BvVV zQlEXc0rOEe@3P0_3h`^&M58HckK&lf`xKvhOCTz`!L!+4Wd(jz`#&mbE=uR5lI?Ym z9VRLWn_0HefdIh4vq9>ML(RodA_d4^uqTZitWdxWCYPAmX z?#M2!x(NYkVud$HwiXX-GUMl;)$b~SEgu*u0`$1oE3E|6h9l+aJ3Y%brtY^7N@c@I zu^6WQEl}8hg_ir{_`ioP{C{n)5B^bTC5CKNATa06VQ7COuL3M1h;`7dKw};u1_9F! zaiB4~!`o5bfP>}^u)vtSIR1xy6Ci^=aNYTJ{I8f~1ux`8_7dHugsN{}bA(T$0yF_S z50LgH^xM*rN-zYC8b-g;G+Rn6wVt@fUy;L8vuPT4eRBI?R5WqZlzXoXnAJ)Fvw*`N zfPdjm+Aeo;#8?;v0=3mz`;452^`uR*zby<)-5HgBfUFxuPH#~I-c)>2 zs;jskGB4izp##IfcU^aBN#)t@7lp4u>dzsL^Vnl~iC^b9w94gnH!Rypl*+8#%nJSXfuE|CA(4vWl8OAg~ilv;7eX{5#NO4oE}s(m&KG%C2< z*4!=f;|Fa0u~is*v?rlg2gmWu^o!v8aNFYLOr3kR)9XSdjx>B9Omkf}xC5*iwV;%i z7~B(CI(iuAqBf}UWSy8X+;N?@$eLFkdmwE&O} z5O_?Zq6S+Ep~3&S4@3mpuL!>aot$mC*BRieN%8|0aJyv{N9j$Fc^$N- z>svra#vkwxP7Z~3L61lP5e%PNwB88rg!lss>d>i-sgK3iCjQP6eDj9!al}>h3$zd^ zXUSwXf^(wcfA3~aXLci{27f$tnr(U z7E-u8l2Q_^+&aRuJDcwQN`H0chv3g5Lbex$d=@8L=<}YhN!H+P2@{ngXT7&sL>#ET zU$W9(vuiB%!lmH5uf3b=BP$lG>kp*CFNi`@2mr2#qYi!|QLsT<)}m;-aZ@bv<--~| z3J&@MzwntoCIe0fK;DpBj8xgkdjr88Uyv?l|jMIv}WEeXPz<#Mb zYK#*&s27^k6+*s%zeADiE=FA<^GJrrdY}gedSm0ZhlKDRR+ z@o@_J5xi@+KFAVs+g1f>l^9yvb$uVXUmAQjI+%UgjBRI*SmPzwgV@WH^bv-?>TcG3 zbv+zUj8zDwyiyx4@>#|11F|PAEy*ysyBnVF zg*Lk*i@#+=h)c7)i~=l^f7QIm;fpzOquZ`c%%VUM=v)34?;ruk-RH}difj|x6>udI zS!{9?78Su2C8`br3u{_Hr@t-Lojp53I(3VvMc`=RXCo64J+j^_<|uRxMn~v)o0J8e zDN<};zE<4+&>Evk&*6(;)D}5J_VOHN{tQsNYX@RB_IuGxbyFVEX|e&OQW{WNTM4*O zCow6S!YvvAEv$9*3ap4fi}YfG%8_2J<5i5wf-c0)7U1YX^{y>TI0*=lht%F*{<2kew7ERI#z5BE%|14~C zAo2VO<8d%x5KMY<8`h4wWh{j-GWtsS-p4)Pl8tba}&aM<$`6eS$20e8*_ta0C|>mIa{+jQ(t(61btVq$4n zUS6fb$h;EwFCwK3<{TYm3aPjo=P*rvoF)=Rc05zmwf#O}a>wUl7Uo9o-?iKx&jq$i z??FKQ{49No2O5;_izVRg=ue>Vu{O69xB(fllk}H9P|}^LbBpe}GNyi{m?)sYrkIr1 z_5=amw|e>+Kv+f|*u06j8n}2Y@o;`!d%pcJ*Srx<`_(u*K9tGWDPy&Jx}I`~?#?@M zeQQ=8mN1eFaf~%^Jx-$7Hkx)SNhq19+UQ%*fqQv&Bzx*f2_SuG5S`Zq@2P}+EQB~# zHC&nUbbAqnVb=J-rn%8g1m{98S*R)z_0N5nF&}>G@O@)Mdw6GgohgJ4GXX`4(}tfl z-2=vMfl`$xT78_WJX-6p7hKtL50n+&?*Q+8UdB8zPo8~1pBersF6BOm`q(z=%Ftft zNt78JU5vd&=V3cKK!1+?R^#%?>clh#BK9n<1reI)m5X%j)E3feRAKHumUh@snG}{* zm5=D>@M8iH#o(CB!)vZ=s@ese`|59n+~iC2<7gZncrf|X4H@1-90G1BczTLBDZ$p9 zY^8^#9dY^UWF4z1TDl?)VpH*)*6*_Qb-cW)>&SLpfp&4ntz$24_&~%c?FWTEEO(hJ zpg(p+)kD{G;F~CDJCLN->+fSfI=|)Agmh(}q5+yC|K#utF#qkT1-gD)U@Q^=a+uWs zK%`I~Bq>^}92g)hfiUPvNN9|~rUd}IU2EEEKLaNMj=$-xLQwF+m1|FL$0BnQX|mgb z=DEmwDEnjRQ@e-oV-uxN%TE;Qm67sLcC+Gr-sN}gjMrif^<%36wS4&Lmy6W9yt?1| z6f_?{#q|VLq@YQ!A5SS#J2J%S&J?Z}j^5Z9^0oigWPPJJv#cMNbrW+0kP25-^?I}aCBt^;#_R4D4*1atFe zvAEMOIiz82_#HT9h{P_!lKQNarP6X6=R=Ql)6{8xT=Vw$(AeqCL|}l#cC;Wwv)@hs zDAAfdr#M}(Q0}fPY=hBwk+jTooJ6WDw!cV*DsfhO%@is)a;Uf%#;0BU%KCL;YwfIW zwsSVH^w$Ma$J9wh=S?ZH8*kH8aU|QHEt)FPVcBK!A|;SPg|#zGzLNl4bgHDe z3`lXHK!9+y10=$4k#Sl`UJEuamEBeEY@2C`9sepS{fC@dVC0qzE?CgzS_oAn0U>p$ zo3n^@wlJ)Hj-}PNHt+sH7H61(C4wVjM>B`Cnx`U*6IBw-#>OQ;Y3?A>S*4s0u@L?V zy444_*e5LW-vlT(Ct3oc^LNKwUFmJHueS>@=$<5k4DoeFZn! zy_&N+_Y`aw?{)F_nRf2rw zd6;z`_J9=l&R8bOwU8xRc3h)(Xn8WzhSr}d<_MvV_;#8QLbG-tx;UUEd*EKtQfcs)TL z&U>PZ%b0sD1b-ayX?`aV66IVbwBIkHP3O|5!Md8Qtm^v+(AM%YzXj)xlsEFi?tOXU zec%iu^whmS(ZSs$6$b2@7@A@!$_+rGl(F2S!)&#d_Ky3T49|R zCJj&-h2YR|PBH%=)kwxFVOJa5bW=Z!Hz_%*IbTXbd5|G69co8jfSFA(t=p{eoR9y@ z8Y{<(<;%+J-H&-;y!K7{3DJe~+fDja#xwKfGr9L*I9|`P%ZwW$<^F7hiF2$cF(FhK zJ@!z-YwBFby36!r*gT)sm8UUpK5-*H7L(VOM)?pR>Qb)N4JE$5xnlOsMXF$i{QLQameGN1JV1&bjK}tQVItQLVezzIeaUD2WA8`l z)+9U-Rh4vSx`FAjM5Ml|>#x(%#sZI75Q;o036VBU6T|a5-XHq0cJ>1*y98j+)~+?- zo1KbW6GQnGTaRB)7h>5O`BBz*Gdq>$g^2~rY z0PRxB3~9OC3Vqx#ahgbKWVZB!%qB}|{v838UA7V~%*>}nWZvW})-4L2S8P0cpfA*% zRG`N?(Je9s{`uN8EUcd+(ch(Csq#qw5R2%Yn5w11==b-6wMSe_eBvt1wWskl=qrsC zS2_U2k@uI^#qiu9Rvub<@VT+7?FDyDV|;D~H@$%xosD8Q1z&VM5&}oht?(|x>#|b1 zVWVNLbW9Ob&2xXp3dE%S%0fNTqHkXZc<4$`>0ZA&UM1=a(Qo>A$#850gh3CZMEi`y zcV`{}aT4=BrR#o3Sr8``#(ER@i%yjBofYd5ih~Cui{FohQ1JWX7Y0RhCb#X}m|F`( zZev+Fs#9R=1Jhw_EmaWp+ZAR^O$76^s_B|tGv$f*7k=bXpv$-u#np`QyfAss-7`0& zmwe&4c1sv|IpORc>D5-Mi8&qe=C4Qkn$OEFN5#YQxoCgjzDG^MZG!F(ipvHCqe>tU z5eYURGD8>22M4qn=KWa_EN^jgiAc=F-$_4ar(eE&*un>Mq3rb4oAdX&AEi^5t|PG; zC2jYGe(e(D;_>8f#4wERxnN$nMAk==LKj#w-C^z{SQFn-MCg= z)*(QqSV=a*P@-qcaNG2S;Nh#?id{3nAe&3@qEH~ZI#OI5s*RSI-!={@Pb->txb)`3 z&a82w5)rzi1V~HWngrG^6l2~GookY5)6X7*Q$ z0};&V-)-LEF9o9wm%r)x+F0@h?!4}S*1JfDHI<#h{<+XMWlPjZp{_OoCtCzpvdf3s z&z7WF__NK7mBS(VN9Ex$pzrXFXNCSw_sry!t73Zk4I3g^mBRx8)5n1Di141^$&)z^ zwrImufK}kja)y=TF8KTp5zc}t-}-*}6n#9skiH5{;4wLZXX|0#H0Vo(3NVqzr*J4g z!(j{OGMLc+w)!=D6LZ?DXUcEWr0%M>#HT|ty-##8GrT-A8F3VW!OY@>R@c2pH0`9(|wNInN!W6r;>ay5nd{@gNM_c z!E=LfUe0OPuD-24as&5j^!u|3)a{j)T~j12eAh7K*xz+=?!LS8T97+rnMWC&w*5*M zH;#0+0yg9PPCzM9#eZ@RDF;i8XkorJm}4(lcdqr`w9V#~T{$zLR4XwHj1K=DsiHs5 z`NK|sw1Gd`z#nbkk2df}8~DGX4S;{n64Si1b$a(n7XAR;bGAWZPvmY9r~ z^j~+2{du>9q_l{{pZCj1|7o|pJb{p!o2xg$pEtySTLH)Pe%~!l09^BzZ;}L}zkcOU z$3%n)#6*7ks;EdHq-*KzZR6?s>ps7}8tOcCw6XgAwwf-Mb~d8I1R}z}pDy(K4iR9- z@3;GPfvUf^`a^F^Z=2sra@*P6-V(UtPZ#|5Rg^&FS7r2myT7ido7F=bZvqqGm+z<% z2tBg#_a^xL#>#*CRQc1VCV|Q{{)`aJaxaJTu>nZSoDPziT8=U?UU z_VfV`7&usa+Y^Y33lj)w*f`kPdlN{B5(ufdIlFm2bhoqu&bVXa>tJQ0rw;tCvV*sm zu8pUPn~S@fs|{dPX~2vQ&cHo^(^MYav9WTq2Cleg<7x-oR7CuDO9O@b)5H8Z^K%(Q zc2`YP4TNz6Nbd#w1O1!_setfsaBy+3@o;f*@$vBph^UB(2nmVkDJV&)m>Iw<%nVFS ztQ>;etZe-3OiVmdy!^tzy~V-YG78e7@`7UGqQ7o}fsc<*L`XzOOiU+wlj)}Dzy0^~ z3y2&Kq=C_ZiNOZCL5_h*j`6b_1P029jq%&xuasoJ{xEJ}VqxRp;^7kz0w>gxfo@=6 zV&1^Q#Ky+L0*;0N$3a-+*c3NKZsSlsu*7Bapb~wSoQubg?+N+SA+D|7~o1VsdJFW_Av? zvbwguvAMOqgE%@qIXyc^UR?gF7X}FP_i6$E|I>Pr1NFLrg@uWQ`>S3UH~fB8oE!`L zrU(wj?FYD)9+YgN&+w>}lXELO@Y%)m;M7k&M+s;+#9^F>Use09X8*m4h5wIg_LqwN zwO(@|B1{b6;bD@4AfWThzrn^5{HtxgwD@v1QDgEgu2%ZTfuZ(OZ1t4pHdm5oXe60pA zTi=`wegK2hb{ne?lVL&}Vv%{4OYG8@$xG}(or>(^EoQL!5cB>={Mr1;WKt@uSA8M9 zJHkODnC&n*Adv@gAQ(+#3Fx?&Jnlq~KdjMeX8a&nRxs3`lcW(3$lx)t+y=iem=I^? zHh7jh;XSYQp|6MQg~?IhO4T(t>}3l_eUne5S}I3gkbP#XIDZ#OSeEY^AJOqK_%3LB ztF+|ZMJ|FSv-pF>tqsCxrmURYL;wTcHoUF1LTpP)xnJovQ9q(q&bz4DN7ed65;9SQG(uZFPIB&3ax6 znMN@$8_9wxne>_!oeXIALur{S+C_13as}^R{b!~5$WVhM-fMTK#{eDlEqv)^h5Vhz z2MW^a1>aL7T1Q_|e6{AmFmD&eZUuem=T6A@tMWV_pGo^Wo%&k;a7uwaGD%o=+8P0r ziDB|@P*}Ip4szX!m8*WpVcX8-l4rhIevhrIxlH+G3qOaj<}p#0;3#_~ZRdVb?a`fm zi57}`(e(60U#a%#HaB{irn*IYy@|T5<7nNPBxCmp9R%!&l{if4y{r)0cUfb1*DQL(5xAVuYHk2ClkkDYhH^~`>G4I5FGqH33^d*=mFllo zkVK6x(VbU3${{$X6`q|N@bb8&ip67{qAsnkE2^m&_7IjK_mVw>mXs=no?hn{y{Z8m zo#$fJ*@Vt?VlQk>d;VI=wV3e@uXQXW^6U&xR>E5mv+>Ff02q-BzfT{}AqwdPK_4hF zOfzJ@cpolTGH=fm_aa?iPrZUGAH6sVfFuO00QEXvw8Z955RFUDzei4dw%)|# z`qP~HWU_&{OUw4V`}E>6r;xp8Hg@8jnBp(l)bJV!FiB?nd#{SZB+3qMHa*vN6ZcYE zV38yuUAg7h1#gQ6M|oQnt5B#?ESUB)Ih^aW*!f^?mFBZd0(r!KO=%ytJFQjuj<1B9 zroJ&gk%%s6x(f_$pI4pQlzUH5!; z1KN4pFTT0nWqxhHC!j~f%qF@mh-Y3m60bbLudtdotI%FB#AkB(XU8 zg2h*jwG~wWa7OLZ)PM}p5p(ORCLX&R{8S-m%i1VU6K790lJV8Yj#J#^6LAcQfWo?D z57<)d8Zsn51oHSR_-P z$C)ZqwJ+v0C<7->JXVvz0X_b~v^_JxQ;n#Ke8yK-m^ui=gXtI(V`LT1m2U7T9>dmG zngCZ%`zbQ0yDp2Xp*{7UceYM#@)MIn2!GY8Anl|Q@35y%A&3?rlF4lW`2hp2mrJ41 zl9d+QO^WYWpSqnoIk_@N^|yZy#n@brJ1r02`4$kYQ?$e-9~%_(aw+S!7tJDMnb>Gm zWda})x_oeaEqOF=s4YJApu0e7D3{jP|64iQ)6=3(29#<(WeG2T=fEU+JjgLkZqh}k zX+3lSa{f%@uQ!-b?27GVI^a7ccY=fk%-ksP9AsF&glXb3S3Ww8XEVFMdM}GFEmDgy z)xCrxXmqA$OB91yYRzl@Xe^q6XOuxL=~I|l*Z}xp98tEV5=ZiD*i^6OOt} zAd;UEU~|OL$=so9=PJC^a#5Z5nmRz-Oi<=&x`OPebu5<@S@|PC5|kMZxv6iUnju7C zwo|#dZ&DB`!!BYI-rG*VC{3W1;y=utt%L)h&H7M4w>={W;NH~c9;2*H4Tptd#Zk9C z&iwgZb3y|a*uM<)j!BjU{$&K<8w~a-Ff~LrDgB1gW0(0K!sx;&PVTeH2eoNNt~O3{Ij>#So-g$F-DBqd;5iR#3E?;0PzF=dqhMxZDw zQCj!NW=g*D%g|_2z%s#>`22hIu>kSY+H)+YGpe(gpFKTk2_`XU;LF+=L9(+aY=XygA0$`%0L z4@^!#=}upwb*KzGbD^i$#a8~!Ku>zA{0lff>%oJBnVw(CJ&xX%9~{cl!sZ(#7++1x zs|Gkfwil!iezW%E;6u*xt!{$V>C|C~Sw}Qq-FW_32A*w`>?=fpqN%8`$Y=iVk{|o= zN_|gP$0`7}k3xQc3;kGWofwYImF#koS5{U*cJ~BBQMAB8VX?W1Sy}Z=v@&m$|G)>c zFV;_`c<@pnC@b;E#fTK^#i>hnmS$fSrUyk!TEie9b9gd2s5jQTCV>*x;$34c8v3m z$=7v8K~Lfu$$sJc@l;!I*sv~vv9IN8!lNuvx)P3;etb7%u*h{6>=}GE-gs~8!CbUx zEQu#7#Zoip-_nWMam#QkY+*(r(u&V2Ix5H)65m$%?GUUs@juIlobQO2=W9*mPoB)k ztH`-jM$QktJhPpBoeHP_#f{m)EAh=@7;_e<_ts!dtC@XjZ@g&o*5-z2^IcwFP6MVV zWY}_g@Wt09+oRjl5AN~j$91ySH>6|nC^2fpzxG_V!UfbAvY$&Hfw9{vW%nDVD(og~ zhAlGtzk9juxozI2#EAP;^5S7a1Jij9QEUZ?Q$H+T z?Q3l;edr|7hNt)00-v;8<8cUFdKo10EGBVze|WBq%KrZSyXqWv^UewFeFVEc#F9&o zYMe|`rK6iJXepF?=RJj`&jxL`(4?cmkm3QWLKPn;r&~!+wYK4nYiR@5Q48+&nDJRd z^Ix->4lG;hVs^T2k4-Z0CdmdIWp=S5&UMgoX1B*{+^_+Vr;}uz@7a>0h84}(D1WGP zj3HZ?H2-(x^+)GxOxP7;Ny$5nQ#wJx8Hw)7o%-8F?9%+f-%~^bFDLT9T#}v@7UlEP zzLt7iv0>7>nC~GS->Teylm40q(|2h|ax^60F1scm%kZY3)qA`5ww1v;E=4~~lq4X; zbq&w@@0i$c91Y3B`g%f2a)A)e<`rLO`-xT|FzM8<2d1$GC)$uM_%6+n5fVpRa+$Jf zzXr)p4iETIs<8@a;MN1Nudfr92*w4}J=*<%FMSop@hQ%kun~k@7yE^`O;3_?UzGLKE+id&(Mo3&YQK)T5p(<83|R7r%8lTPpqdek z=rHgFJ21`Xp41wq@ke)3@-MP9+>%kepH!9IFQi#U8kNP<*5uSq;Qw+TL6dx>@g2Il z1BRuAc#33yP=G7k2$Kh7@A(m=@!nVOS`~q0?_u*pPcj(GZaqq-0|nezMhsV2nQ_lv zI{*^K+L!=-s~U>997)uyi!jO7e-`}l;3l~#HVEJMeZEu!c4P?Y=Q4_pN7ZB?dXBRk zlAt{_0Flor0wAN|v+YO}*bY(r*JrSsqi#edD{Nz#^v#o4F-&H-8aa**&%i|!0%*C_ zlaTD5>=UXH2;4;KCkR}g5Chs&ZI3%1`k1qd?idG3u>}M?WrnGYw_l6Q6YF#dl;299 zDRE+2G`N@jKF)4_tZ{g+f&dt;1z!Wje!O(8A1FbE(Y^JU0gIuV!VpQJEx7DD?>{Bn z!+vo;)aI$0I#b}Ziz)z4@b3lk1IF0ZKL~Q5E^LmrRM!eyxo73OwV~6MAR6L?iKcc1 zI`7*v01p53CkOzM8+?4A#G>N?PeC7uF%Olwh_aNhF9}1QHGLX$Fo5D*%LIHfe%`pyL5I3gqR% z6kkaQJ!iNzg*uy&vI;Lf7P$W8EB_)p@&%U3l2Xz$)Sx6cB&m(-6H;#n8Wjo*WY575 z)0Q+^ZC@)lC!O>UDD_TI_BQ?m*<TI)+FKHIbW0(&r00N_s~POJZVOaK1&9lx8!8h+jF;_L&r z*z4v|?%{KU+Ln&~+a6u&gOv;uBlh|R$zxF%CmvnyX~!~JA{rIF0={Il17?tT(9R~= zzrjTK!o`%zEJr-)(ib58KV25o;;Y<;{p{f0vU1(N=tW5 zKd0py_R)cX)EW=714llc9r7o!50gi#(c7Q9&hKYi6nZI2BI1i9pVZe#oz>07U(xL^ zZhuK2zt(H7N{B!v;C=+rH=QNozEotlpJuS?$4193+MMp)d2;7VvMaP@@ckx~8l#;<7XQSXWBh_A9H}{HSg`=sv#mrgl7Bsd!epBE%id{~lwE!kQbd zYmZq~&e!e5-zGKce9EiGOf68{43!E0D!--6CL+(A`}T`M4>aoKHSsDgVsbI})7)2a z28oX}b)ENcvUFMwzIcC`0iC;1kdvI8A1iOk!R{jv( zV8z?|cE)2!vn&yJhoPv%Cg6j`%jcAf_gs|knm9Z52#Zwu%SmDO%QYKlhv7@FotC1+ zR6mcgAMNFc@aV=6R=enG5=c=#>tFWx&vg0>+qe+aQ7>wEPn|B5RcHwsL4BJCIm4b% zLCs|b&=+KCk+FZQW<4Ak*I#0Gm!r~J+R3xP^?la2oa5ajTn?+x)sb33Jgn({4Jp!- zEOsFA=R`EptK4Po#<;Q9oDQ2ifyFW2Z+&8aFh-fA@lhl;6F@&VLiDs)YO961m$14E z-*wMKegdZTBYgOc$my?83!D?A8-l%w9c5`T!K~DYY1S!ODJ#d_UM} zRk{XB5>Qb*$J^M_YQw|vpfeA1nE#umG)$v6@I()Tj-B-s7|(lCBEr#kmF+9(Grx{_ zPrRV*jievKQK!zPiMOOFp{jcF;F%5p+4#?d zGk80+*i(`ky_iOy<%L^M(J zkHCljB;fJOdHyTlAt3|A1^(>a7ycEl__g=X@r=K0{C!~KufdDo!XJMh=K!J{BEr8S zB!7x@hyvFN%l!8JSE%B@40Ql^`z^}wd#K|7zsQE<|HIx}K-IBq>%ure0)gP}1b4UK z7Tjgw?iyS|kU(%vfZ(pdf(0j7a1R>X-TiOK-Z}f`?04ST_xHpbaG%eMd_G#`ql~`UgnIy=V{W_}?KNFaUA@ z4Fv-O;0LfUkKmuc!^6SBqah(9KEXu8!oozuz`(&LC&a-e#lyfLq9r1wproRv!X~6+ zqmpTfgGeTIX9^XxDGdq6tC9U*l7jdVO9IREXDjtj-#@-aZ< zN=v_g!us-vIVC_o(gObG(F5Vh8&|E{T4^AcS{4x9z~ANqOmr2%L{}j`X>$j*HtutE zYI#Br1n^g0J)Xb5902C6K0^I^z?A^(N!oiF<()x7M9wgknvh_I@o>(pZ89;%4iF^g*pMSF7gmp98bjdGueO@{k z@vZb$A}F9~E4Jy9TMF#>fra!RVV?iD&#gKkqsbNHn$sQA9G4}3sFppjhD?!ooH7?T zqQ{ zvvn~9mg8N&-Zob^T@r5{0ifFNE%>`hu5`ft@5<7UUt|Eg@&D^SUk~U@SY@b6`TNi4 zR>e_8LeVOC0w5`0b?0K$@(@c&QFSNZ7Uu{Sdp`G&KCQKMt*lv5U#y8H!s_{+8XLM# zQ#e9vUHSD9ZBgc7ahiNoj%4#?ie<`R`WXFZEti5#O)c{wT&x`h9jC}LRGz1YF%h3> z3W^IQHxSmNnKIFfb_#8C(nZl!Vb*943;`~S(57t!46f%O(1eMRRQ{2VgFD0?y8?pa|(Jkn`p2BM)RRnbbX#oDv z4dQbHsB}IvW$CWtyexFHFll6FowMv+qb+Ag;xG(F8mqz;KZ{ecO=UV=g4-HfPyewwSjp@T89U8*)QPo5TC{ZJ#h96fXmi3I%Y94jrnkeew3cr!^4a1*i@l%7*1( za{y+edv>FL`A3a#$r9IEshuCAyeYu6D&FmD`z-DgChTi_EpMu^B;mmlXDDB7UM+}r zU6aLrG{@KBjd5@BKQ-mMCWw6=t=!__v4nZw9lqVutHYdTsCQDlo=Z4q-865QQlWS= zTUsrfz~KZ!kRBY@&-x~8K|$2L644O4B=G)vODcp0Te5q$!u5-&1`VKI34LJr!TwJf ztjf+u)k33k*_AZ7XxVz&GGhyo%P?IV}%WqzQ{~`K9 zZ*9qUO=?d>JJe7&N0|Z@eN2yEeg54zh75|dy4ZQxBGFTkS<=fQJQuN;*$+7#yGSn3 zh!AR{-2pE4)}g@`*#XJgSvTMR<|2}5pmdZJfywx+a)>w-Z8oC?^|bV$7@ z`db$llWq---^~sD{}+=3CgKWJp9Kk5U4f$>-5Wx3Fn8;J`Q}|UeEov+R8@``^N;KK zmguA78*7#IUE(w`ufpxs9&v%9xI^gZmkAICE8pJmU#?zBeXRX(g8R9ft&Rs}jh%~> z?c3CJo4HM-W*Z(OQEMkofC@pg9Suz@4yZpW(<|j-!6P9>W2WtcZ+(380N<8HLFG)& zNgatlnqFlEureuU|G7K?mMQ-u)-#Yy*TNYc+YyBuJ)3sQGigMZ&PAy~^wH~TiXA;0 z6zNWzJq}pdNl-ZX`$rNZHURM(TSuxXZOIXa8?mb4)x@SmN$cDr>vZ+vjBu=k46$@& zZ;0yruSgb_P0NlWtNC9QK}|fU3Zm$*27e6&c4+!#@%Il`$0%290G-j3{puSB05B1k z)J-|L{I%>k!TaB)jC-5^zxzSgl5eUUvA!M30|{Ef2wlW*igvFvn`h0vk;yK^E}s3A znyEV{Rxn^|OV(377^i6GL%rs7;c4ulZ|ziZ?xpG)FP{Tf4hd#|cC*n)eW3bEAmHRp z+IZzR3J#?}&%q@PQLlY&(VpQvMKISuG~Gz(*~E z**2c&d6-q+itCt0gsNVReF?-os-nikIC#lqqN8Qh-OmGQzbujeTd#>$uHD~~m_6FW z)>5m6mgpi~&D&#eo}NduzYLCgVr&Vow&G;gT?Zpm5sbJe4^F0ef+cuu_F ziFdnsKa+ZUs;!G}PXKFF;nw*RU~t)`PT%3D86%~q^0VKs*%Zzig%EU~_bCyFu0&RiH;HC+DrzQ1E5=PEe1Dq@`{>)nE&YNh znli?(Gs5qG|M#02&|``LjAw{EgirB=ZaEf1lqmZ7rYlUc!SW8egE2X}8xPJ{C+*a2 zap{)4y2a@!`#1~PvoIqHx_4v2lyTKt*&B{OoT?G ziECUQlZ2`4)5HXD?4;fst>o)x_sCK{8bA! z-0QBA_}Yjd-g8s_Y8P=p2@RHyI^%kDbW8JNSLltgE^brI1b|KMKmzHT8K3WHz_+N< z5F3rPY3I?L`Kkt8<_HEUY3o7QtvTm~?@q|}dhP&JDz*Cs0B&QFO>6g=uK>(i03z2u z`M-kYel1_|{>7E%9q0LX6Y)=wkLH;0)MDV83K?PT*6qIEmrDmi{_pyeR*eomMOO5o zB3!&+W|bXM@7b!AeFR01Oj5uYdyDQs&e^v3lG}m?z*qgJfn0DY+@-e&xj=LPkc9L< z7FgT_$gLP%x%>3KVG}OcBw$IBDIcd8DNg?w?kS3BqcJ58OCEcw01zSRS^6Ba1M|ms zTEc5l)%~5#%|`ao(w($AY2A-)kKA_VXg|8aLE2$|580;Plo_$0qDv4lm4(l6u-?6F zI^v4her$UiI1O|j^lKo5y;v8?oF;t(MV;(WuIxi^IT-f)nKDj1XG2Y8Rfl{k8i8({ zj#z`;Cid2lXGMJwzoQlZ#5a=KufC~?4Yglg4u9Ji-y|ep(sV&WfN=*_q6oZVH)xLL z{;up99`udA7)uJDg6G zX8!U<_B3QwU;(QUh(5^Gx&~tYmz;cBnY@6!qO#Q&Z9q2JjYIK^CML&$3m=9fZueDw z0>=yxAxH>tx-6S!-lDwSyToyB>Li~IIb z4xVfMv4tAbVhNC_nCT8ouAHz3jz&sBF)lTA*;G}QsqXN)?e-~_!207w!fOoaTQr|m zL)aVe&%oN)uN&AR<4$#?bgSF0T_upT&lPe0LJ!#8#qq{xUxVQs*oO%hN(f|WK)yvF z2RMf})-w}R4{wRTDqS=|-VebJfhPeFqjGvwu3}AqTy|2ofe^$r9jopi)(o zlS!fqQB4k2XE2e-=_cQ`~ROeEwHL|+!t=W1G`^B z{``H8{>o=j$<&Rm>6D^cAl`me(6SbH2Jc7(U`wMHIA*wSGFT_DgHe;3#eK4S+;4bI zPSlZbKY{QP^IosMhIe2gnYXA*cVI$ifGQDv4wP>~uVAZ#9CI^jBhIBGZV={xJy*>@ ze|@=EvOO>yJlX}$VFb<#`2HteSR(gD+R<&%3qdAGzM@zlu`fEGkgAiRQL3!2{8XdnQNvr7!1NtS)_bEcS61G0pyE1oQ#o{k+DmN} zAhh!bICs~L06T>S+^Hzy*CcYlj6w;hp33JuWMe(=bY$0jn|KnKdQg2XvF}-bUjff- z2Xy}^2H;NV28IT_?k!23`!nE5f>!)+!&?+epi^RiPC;wB7A4#d7Pvu7x$iT;SG!1) zn-O8nzwjqDDs5j=qTytJIO!-X)af?sJs=<5T!&N4`u=QN#wk`|CwGP~ln3~6seuEm zB>(0N{y#katFGr?-OOrh4PMgwZ%_UAb6%Xb^Hk9=;?1PQ2? zrako>85RgE$h^fVZ3egz;SVTpAzOg`x_OZE|E}%ddi%G9{Ch0?51m8Ce*LxO<-FuG zrPeZa=67;KG9YsRp}mRY^(9M&_KCk*G`qZduw;isKX_@>-*DAmT#!HU)_<4(SMFf= zr=Jb^=M)})+`Ibg{>>je6#v9-O>qZ(H~2qgqWDQW!SS#e^CvTf*gf6FZ`>4rl(wY<}7*Iz0>Z{59g*x_roAGo+S<7rCu zulE?%xgA((bW2$)Im0vgLAB5@4o74yo{zvRxao)JEErUmCJY)(r(c)Hbjm~E9)-r= z^powWqc8ZTq-&!RB$ST2>E}VUMNR!_rlGBndh#VPsp$+$N%C`0*Wmk2c)YGc3plm4 zYPwkH*L)3)>(c%56V0G()%CqI5w>ainuNNN+bxq%wk;W>&}WL{D_Wn3UTPSXw>Pow{}^SnQ_FWAQ^7zyJ-*CfkOZmS zIkWUlvXBT2gSqRkSd&FjF?{?AE-a5JH3PQK4kHj_w8Sa)J1(C-?j0P|?D@<&U zd04M&bvsx27amPxe)Vff(a}9753dtyoHbd|K33^@!P|W(LACoQWa(GcVzeQW7K8T`%@2VRIXQn3j=mlYua0en~`lbtb)Q zYuS$b_U_E*Q~?Q~C7C7o!3dkJn5%h~)7H1%)zLB2C2EAWjfOWY z50_0@>u;rQ1{lhfGF(Q-@bjIoz9GKKLrAe3JsG*SzY2c=Jk@U^bkKfu?0WckVH7%o zbF+tl$8x6;{o(!|9FBVXN ztU8KP{!bQT1&LvR7-VB7RR`0ZVYq6^qM&`Ky)ofV1vT@frU;+*yJZMl&P|KDWNS>` zrM#_TB@R(g7to2OI`4ZqLfU9NGdZ1H`yPGBsw1d0#q3Z3I#786c{`l_!`CtK3=?Qv z9FAorOlG^`6ebtFiJh`9Wp%5nnk#slLNIvFVUstzuRv;K7?5RkI3Y!Ouj(Sf*Y4;% z8or%dOFDaD)$@-xs{b~e?MGD-YB*IuR`uUQGE2~#5TOX%KJbz9F67bp=v(jjU1!y; zehJ@PQ^aJBRG#2s!I0USx4u|uOT|m(c2!!+fdHNuz3IM!JffqkM|JWrLln>$#H#?E zDWwRi!oLH|L!w}-VyRQ$GIk)RmBv#H;>Y~_b8!C0Y5QMQoTa2DO%{7z^)N=w$JqR> zF_{HHgOa%=H&yjLc?i4NN&vZWnvK=9m6=2|h*TivNS=Q|Tgqx30 zlC3a7?(BS0!Hwze?lqLKZ$tg_1@y0K$sgW%|BFY;ay!pX4k}9mlXO_!bzcHv9(z-(G>kd6tTwOH9ALY+*YM9hA&0De`KA83hRf z_kD07lR9M|*!(DaLL-nWO;V&twHwdbmv>)516$|emdiPzvx3Jg44T0}vb~D8 zkf=WLE4|&uxQIMRzbq~w4yIZwE-7r1X3M&isNB&!8>N)Zp}Tmymxv#YG8-7$U%git z=)}V?+2mGSP|_YLXsc_5`6kdw#?3YS!(9v5P;A+k9p{ad%XTW^0XcTdXVJY9+zeEA zktSkiR4ls}4fi+I`;aF_vaY0mY1EgwQ8tA5aYJ{dWyd?~%TER(XDl!KsN>B{oRS-wzp;t3W?4$v^ev1hDJyYr4fCA@$C%H*iKvlcBH0L?-8w@Y?_FnK8MAz$ zs%FrY(X@hSeqHC@Lnn7dKb=aMIINMdn=kOyqk|?%MNXoc>PkyfGvWmra()rBhkmq) z#6&Dd3Cr{~{t((t3X?taj!cv~jS`uSLA8z+DF9^1mA z{lOGcN=4F!OK~$W7GX$JW*jZ;1k~xy!5Eb;P(o_(;md5R2LO8Q@xw6=Cz5*$4y5kS}g3R zBk8dH15><1vNKcm^CF<5Vk5(%k}Gffo#6ubs~&*?I<3h@)8vV#$Z!o}ho5K)cLRpO zU$XMNthi>X=-flt=I|&WN3#gQSNhiXwKwOsga5>3hC^YZN_7&gaH~)YbM{H0<*+pS zIidF_klikJg><~NO{t}r2S}mfVuah<#lQnp{NXI@tb(miNWN$Bv|>5N*R5s4Jw zJ)b`tubPz_MORX>Upt&sX&Kr+x1Z>!xOM%pxCR4j0Crcn?!*S&$IbmpB=~z2851Kb z7st=QI@bFi4fla{EQ~45C2V1545uXsSf z66?2~lyuU!GB^AScF*}|cF*~%-Tw&h|4*5iu&s?FKoIQsS0`1@KQn#KUrql9&%pnY zV1Gqfe`ffczZ(9JssDGGe&;j(qu2N+qcPVHV+DrtZ>vhz$plB74ft=CXC{UztR^Zwhay~guAlv*8oScIm1`rPr?Qoc zI#XI2F=~fU^uJflp1YBW=AuKGxm+nYwXQiyjc%{S!2 zTM3VgpUl@Fq|SfOR_uaJI~#1{6fe;?mNz#h31u-DU-q%zyz%hnJ0j12f4+RY-_Bg8 zz+85e6NLf>gW6REUK^_ifq6*P3tp9|68r@#5dHBeZ`qAD;Tzs*7>GUJnq zbBdXQe%8bU>*(h@_YYdS@~( zxUBR~pM1>a&tP)L8*IdQONv*32s4T^zVK1A-9R;4HM8guO{URK)K$bRt`0sTo&CgV zY+PUP6lMToaLM(R+y~C=iS071S;&S4X>FLV1lUPI-rs5K@acMBM5hQ?Ussb9yUiVt ziiejbyL7h(B=lwm?KNGMTy@5m=4@tKR4($eI0kxCTN0LA?IB7(c?c7LJL z486;yaNT1zj-y1!0$qu-k8D<|Z@w6r>FLT1G`_m*i>h0R+9Yt%aLMaZtBFSwDUJDp z9A<-WJ7RhI9xwaGtKr5*vOlLVdO#D;k3JO2Im*5cDh}0HUSGuwiy}i}<|gREhughq z`OH>hV_{hdF?iv9qHs5+qy*2wMi#zDq*~7rYA}Qw9P=*4(KYNRil(*ajm?TU@6^Ro zY?ICr+`}q16x<2L6b@ol1c}j-ThryR#RFk%H@KMiYi!3MgI>ec^PwPi?3~sV8G4RD zQt~wNI4myHpDpgbf2+MKT46%po`%|QM7J4(fa8mDyzyQsSdsYCt!t<&yN<_B$86H^ z%PQr9Pg@)fx7>W69cJtL44E5Lva7I-uu6AF1xJry%`{MyO+}D$DbMm*EKKYVULRN< zC{n_Id_%5(n>>os@6WT#<9-(95k3>64;GBJ`AsNQf$-p4dBt0NZl!lBm6yrIV~4!R zSItcyJl9`|%ki;_@T$=!*N=ieInA}w^uUl^NIO;>^#bI(*1_qn0sY4B#}-Rh`kNyN zR19OGpnSO7Jk{-RxEo$@qGf-kr?psnf;NtYO~3Glg_FnT)aH>JP0w`07ZrkrGH;^Q zf>I`nf=mpX^tD+5v4 z8A>NdyvTV7$@eKu!e%W}0q`9*QCi)4s$)yQADo zURPFV97Ul|sqp-`4iICp183{QRlEp*&;_v%&7!&Ga#NT*F+w~Z^ zd6=jtSD2{d_&Jmn6l7&+TdP5Xs^U_hVQvyltYu^ZqDG6NXp&{Xb!Ui2dNhxWzEEVB zJ@4S(b$&m}gMj$W%6#-Hq5LC8CTskqZ{Rv<8ibZ6X5~~jAzESdP$+NYzT5YgXY6rv z2G5EL6p*ZGtwD-waOR=JZ+l9Wc~*uO)84X^&7YOk&1{uyXrr)&YG!7S^>t`(Bn1@U zJ)tJLK<~p~4zEbYj4L56lFIWn%Pn<~tgmM+%j#eou(B>6cVQc-tX?nra6$eUGK}tP z5*_@-Da0rKp`rW)5GYSbdfO~GxY0LWJ@<1DPh26CAJu}Lm{^bntQJV?6Pka)Xva;q zj2DuYTe|c{3DvmR@+CHnsm+yaywnzXPH^WAN|M8i{A^P6bxCI7+Wb8N`cw)i9Tf zK;k93scI-^8`&BfJlSpr?{$o|Q)hZTxU@#9dT93UEk7}~I_-@R z1Y?=jmh^of3_T@Zn^qbYrf!RWJ$L)UI7j_NX)OUG_J4t{n3?3j*%(w zjI@v?@D42RcG}=59_SyvyTA(BgOaM))m-lz;U>;1A5-F+gIZE1a$0kv` zXF$edp#5u*jv!G|zQ~Knk7Un0za_co9U98KMN4fe_ zbn0Ww`~&6h2pSF(^QK(ilCm=la?Pl7acbjGE2_9&(`T#En~XIsuT_5AX6t#Kq~;XS z&W?*iItNpzcx!4tMYv2fuF8c8xv{yJy&m$e$T@vLjY`SC00RE-MT#V4ObJTxBjaeT z$WjQ)Lqk>sPq3q$L!wM)^HFT$5L<2LOAF(KfX8E6)?dVYqQ>_IIWvmm&60+Ol~*gx z@NhtrYA3(s+73x}(3Pb7zM9NAv3g+Vlv74S{>iQwE17 zbRvB#X}V#(;H`~|+=^a2=I`*kT2{KMf$37metdL%kg0a5THMguco}|GqE(<3>iLz5 zy`QFgF6$lHyXB{NJ_X^bq)psAE>-dzY(k{QM#owGrOz0oG!puJnb6vbk$}O_@WrqEOqgvu;7yCFRQ~v>NeJ2= z>Zh*=t}Ip?t6J<;?T?R}Npn`#o?1^D8B)(4+gZ!1&f#xsbi`EN|Ma0&4^BY2AGPBq zK1u=3rL8p;ZMa9UdaYdExrmy-rgx7GCNzFL((Bbc52b2PBJD+iL+<$OON~##v!G>% zg!s$qx{$}@4gogG`Nn*7-mfPL4BEe>Xlm8W=86gM4E1AQ7sL7loCNjhqbl1mN%`rc z%H4*?;%{$B^ZR^Xcx)tm7+;JWAxRi>ceP_Z?tsoh4vSkB%qCBvEsg;-H0I2Mw+CM8KyD}GIYJmZPo?C>xg zPNk2Z@Pa@*LTY?9!tgO{<~%h%l|SB{d=w#7?FqSe)zXYN?2cxD4?#B2v+9yx-K zN&H-KW^_YL?FTCKBqHDzgP=$;#r&ZZe7lHmM-kp+`Q|%=I{0gSN9&h4^cH+;Gj8ppH&6Mf+vG-?jn zyE4!B`e(j9u$N1@Bh{a&bU>+?|w!e9~j`Cqp?l}Lhh3orF_)!dJ{P%P0rrf6(#8Q-JLpHad zCllrS7b?98~WqxVGpc1nT?8XIR=c)YbXQY&h zdka|22c(A>%G$K+?AIMT>Q74{>9|6cc6gOH6gs~qBS8-GuEnjQhst z^AS3+uj(U*V}c*@$C~;Pv~e~(4(aAMqd0pGd&-7@56j_(ZLxv+CX-N0!Its^0^hOJ z{-DO7hu*htCp@=l9>0V1N+U`jx>dPC%F$`ov`+I8 zy~aQch2VA7XJWL+TN8v{>TIYMB;-nV|DX+D*sZHiUkiB}{bjJ9Hc-X2#G{LIJBKDc zOk$7_%48uf8~0{Z7#>A``A%|ExJa$}$gzgNqMPjr3CH3k_;xBJCm|SV#bXl#LM!5? zR(pN}tX?Oyg07d0QCiJGrbALG-~tz1t^NaeQ~Mv__xR-WudSsfDhR)SyM`Np^ni7P zip?v;+Jhu%oSzT6U?hZ?42tvg@`0P!_0!(g!ds3NA}#g>JHqMMYLoBU^1$<2_7|OW zq0crjYjea;Q)^)_lD6FF`v`5Q&tmPX!aJqMH~VIbr2WzHh=86fD16@gamae9LN&~K z#@*X_oB+Whgs>On>mro$mzo0)yLFWY2 zcxr~x*Ty4=C$>Q&ACU0;^N}!3>zg+un@?mOeclpAFksJsVS+>vQqG!Zcn&puJ;b_S z0vB}*q@?9dB+i6Vh>KT9AkKsxN+Hf%#=~CoO4=5DLoDSTXzIh!e!$zXOm9Xq-^tnC za?}Sw+M$8pWJ@m6MSR?5>&8=nV!g3v_bC=4%R6Q~H_~Z=KlCxuH9F2xOtK#r)ZR13 zSG9cM^E0rH7hf`LUmWS1!r))wuA^kR+@grIOXMIZp3MgbMx_WOnJrWreaOgZ3Z}n8 z<-UBp!6xR3(btuhUMd;%u9`)XOfu#+BR@KK(#`4daKp&pMia8}%HcBSTU8n1d9JsO zcU2o3Mb-V0oM#z%Vl(t}B;JbGQ%(MJNrC)LjFRnla`XQFcUNgm{xr`KX#^em?>yc- zKPHWya#pN_y+wAKR7n04-@^k~@w@NgPhE_{k|Oue#{D@Ub=Ut6B>}Eha&vStwwAOp zv3+0<1#k*;z+2%4|4b0bwPs8O&miYuWbAN{q&!m*Rs#N3a<;RxGPb_Y_{I2;p6vd4 z_rQvSxt)`(1CT`RhgXsTs9f1rTv9|v-|lZH41mF?!Lu^50LjJx^o0@lurV^ivvV;4 z-g{%Y7+3K+nkz9D(2gS2WAL|CNOUDCPjNqya^o@a*?R?Ds`%4}Mn;fZ7uT z4;(T*$pd0{GAMigWX14p9fck(^W_Ea{2l#*qzzcxKJ~-`v zI|m#yJygyF2y_3ShdTftH52E(XNL*!ass8C52b)}lZo@*!^i}<6oJ}-dV$)x7y-cT zzD>+PN;sf)z-0(D6TobkS?+6KW_hRqs1Yb-0l>Kj%z~NyUUqgMfgBr?%yI8hWd_{SfE>VG_oV>f$Mr*t_t&y;u>zd2EWjBSpe`21d!IE6 zK=%sN@4kO?Sd;soxx*BvX+mp^I(N`W3_eHa_80CESE0vhII zzV8=Sz+1=4cCRHMs~T|Thb~yzIN(`19-atj5V#(&CRRYV?0{z2014RvC>yvJXe}Gi z*8BhOHO2}g3j_hjT<~lU_#hi#=s+o;1E3Um4%6ih< zF);&rWMX_6NeqJb=%*7r7dzYUP^i=WRREm&19}j&F|{%Vq-7A+xBD#tAUiO|7?gk+ zLKPlR$Ac_@QyiFEm>&F~4>Y$wG1B{%{@#{<>^i^K{U0fEU6Z}yX2X;2UFUA_^wpS! zddTd-Xv8X7Dm|h;qm{^d+r*+4k4TnDY;{>W>*+LtCEzYTcABobGA1Royh_kKsHQ{-k@*Dp7>o>0_%s;Qm z5w>M7Ab(q(#&X@hRJuLhTEV(-#SIkjT=njGTU2t?Y^}Zi7PqmEWepe3gWsQXPUdV4 z>&Uia;HtS6LsgRQPOs|w$!5`g2WeS(ZoF=C0mAt?8b1G~m zt#7O>zR{KMila|ddsTUQi$YFFUY7e$305e+C0Q?fQ~4TQ+fky}&+;*E5k|>|i=U34 zvhQ77+@zk}Q#u7}OpUxwTC6M0T4(Z(+kI{QX|!SJ#2Zhg>iv+A72$(45uBu)FM7jy zI#(*vk_ktw!;-CZWIZmZj(v557^sX2G*1XvEd)RE=%}tpI#5V;+o-w3KC;fpPJe?V zDHcccDDmZ(sgS9X?>KidZuNx&c<~?b3Khzk*8GLr!@MlzOwR3$zqn z3|sNfO<{(-vnydFotK_zE__W5PJv$;#k^*4XMC!8zZ zm-l8WXUU0Ijbt(r?nr&a-Q_mYpE_8$X=$gUJtbZ<#nWCugjzG|sT=m9Kc6verFYYY zgL}eGhwJysKL89a(&(G^GEujdYvgkY2q@In^!GP+n*`=$MiPh7v!3%FCD%%0V`C@t z;?8fMNIe>g5%#AXKVUh7Lx(<6(_6*x9k8CR@S3>u-i;_l6&mqZ-<|gE`8GWxj`>0O z&54XqLC{Mp{G|O^)0*(ePxR{ZpCKtKF)bGDyueD@cwX*I`)oGNa>Gwlw;cI!8=sx4 z-#`y>JleQIB(7Tp8D5>`acB}!8tn_{HGEvFEcQ^A^Xh<}_$c6(a!r00m_|qWm1{EW zHab#>pzPWTLzBfkN7t8fm(ElD z^D05E_b%0Dyo6L_*JadhGEot)RPSpV^1i7h@vIJCC6fa5$qiVV)g}F0GmzEae zpFbmuN){{H-WlqD5;gRyc~ag+q&L99FII;K;tb*$W~|pX+O5A)4A~Qj3{zN;c}YFD=xdG-u|lzfrQ%C$BhLhdPL+@9H@r8h zX9*q*UBFUweBAwPPblWO5QaJ-dL88#CS~fU>~Lv9WW-=182M0RA%-Ak_z@<8gw}mD zxZZNr%Sf&-SlkB8sExQEq1xr?!Nsg3W$d-9S((OFNHvr`DnB8UKINPNgGnRq4p9@f zGd8{~ZxK_aKm#{oM0!WA^-}pA9y%HBn_{u@T-6fX_lh!3E3MJyg*8oL4q2*5;YHds zaxg-SdwNIxqiAKO6A>@I?Pvst8^hT1 zgL)s$Mq~F5kok2R`wzjk=}TF)3o^e)lxl`MTc30c_h1Yo8Df5fuNiY?gvvb6Ac@cVCsdmRA zwlJ#nV1+rT`fkfQfsm&&F9kL2Qfl^0xymiyPjZh*fVwPMx*)OC-+9}`myP4(ldEiP zL#`*8g@mO%i@e+>OLg7XKYWxX24XlnPiR==dqHXC%c!`T z$SRsC)S+b_>1W*-V{9SN{hsk}sbz()^F*mmB~rG#o`X3Q3`P}x&=mRbz546g3_d(! zZ*7vs{%qa43_q+LEO%mzWQn-`bZ@->2|<63GmoEu*eA@oW~5!b0uK4g~2CLI>lRzb5+ z$!u_#8mmMSpCStu29hz26YB+jj+MzH7%LOHl8t~CZtd5vPikObaqS)>1uBUXVVLN% zLXh@|)sCW258xw{y4jGHWO8zYPm~Q&Xm^THE^@O^g>u&GGlp>5GX`?ne}uMQ)We%7 z@@;`CX=zafYO@Avo5lu#7^hm+TZd%DFvDdHoEFxN?ho{x7R)d+5yW$u>+C9Vjb@lK zoB6h-q}uFCd9{(+M&#GGsUg*Jg-cY%w_}28RuMl1Qd{=>2PO1xyJOTF$ZaPCowt8G ze3Fm~dG!q8R+3=R5AyH{W-@|hLf^JaB&cj{7pv^(4buU-+doB*1OZgsHIVFz~$wMenPb}URE8+DaZ72A> z;Enb*Xa?u^5tcgiGxG%V_62*+^&HwiVoQQC#$T5h@p_$LdpjjR)`Eie02*o z=xbpJX=<0)1Z9?GG@Cl4y^(!-syBZB74J~A2sex)ulV_ne`YK$1)exZp`OUZlZ>%E zm5-s-`D`g!ofze!LZ1c=++}W&5_|5xd*6m4GwAkC+YR)zdd#TR<_5>OO7h~9pT7&4 z2PfH4|B}xo6dyen>pJr?>06%4Q%YxxM5ZlT#S0Y(PEUsj52kJ!gS9!x(ijf zd2Kl5=T4*MAKiCsb`Gzr%xT8vUf|k}!|Uu;zUkxgic_^BxVqRQ0e8jxk#&~Q(wzuxdid`(wD;i)oz zRT)@7p=Agex$0n1X>*N!5%@(WEW<3O{;h?Dcl}mTcuw~0+P3%Yke032@w{#Q&b(#K z4x3?{bRgdNsvg-|aZxZ$xk z#QU2`JVwha%oxh)Frgr**2)YP{X!k~b;Cw|W*BioGb~W2ZYhw>(q^*EN^U0Slj@{L zb&B);cMYwpZFGz{@>+2Lht8B)mr#FUv6fu6s#&KEV-7kdi_dW#jPlK7&d3rykAi5k z%vG83#Mui&qU|SXDI!Cna7K@^NIGz!lGyzHT(9SX2piAhlk!;Zl9J@1kY_yh)ZEQ{ zFJC#fKLz8}8GctHUMPQ5u+!UPWM$zTOrVWaKW4?c4xX9dZgTQObK4<=Sj`;PY=d8+ z*XRAq=Dipvc{CK~xO3UKccrK(ER$LIj69Mu+^^ns?^fr9dr8PNCL=S_=}6M-@7}ayz2U3k|dsHT|Tn7@JyE{`$#Dyanv$H zAdqbRn9<-CEA?Vj74ch`yhq(1o_6__9m(?&(HzO?g}6MWup#0fdCPf7WQ*QK^JjA_51yeGj1Z!)>A>8WH#l{6trS71=v!3 z+C%m=x1qeT^i19rr33m_LB=C>odaApXgJKatUh?RcH_sB5KpM-Ml;^yQZq4| z8@x?Q!a-k4U$d@#*|%xgNm&A7vD-PHgM>ZZ<+ppDT5rhV-w`$Kve(EmarXWz{nc?U zL;bNyXh^dQl0jfVO%G%JE!nkEFOS zJEnR-(QX~L=TCpyy%mnOX}H9Jo+oHllNA|Gwqfjv67El#CT6ErufrAc15joJum)A5JBBmNf4GKrL_j1ei=Q_Vu*Ut z00qtA9_5C4OhN`eEyM>WKiSPVyq2(6Rj<2+srZwsNiyawX-Q8ib-J~DKi6U#s6&nb zIV1J7AvNFEnO%h(Srp^M%&S(=d0pGB+4IQGRC?ny?V`lWF>MuUUaNdfUQlKi*+ASOE;vOH^txMn zxAIF37@sx5d!G_#cj%>wMjLod{He}Hn`O~1TNHeQGrM4VK3yv%p6-dQWNxe?(i%%v(B>Rfrx!3_ z$S&lInxB_|0Qv@vvs{xk<{MPWm=KxyG6t`bsLyhcMMvXv&Zm{nN&$hYWgHeq>nHKc zcH8Y?QSS_8oW*_Y?3A)(2)CqI=@6h2swO|Uzh+2t=8?nt+7u@-N{Pt;N-C)o@pmP) z8%B=bgv57~d`Bx?o#ZB)-QkDTpkAzcKB)LCs51}M_?o}yjhDX9q>ZuacDBxk#c%ZS zhVQ@$N#{(a#IymoiT#Ac)?ryrPFZ?MdOAIrm#~Z>NejL&&Vn_O{obaEM*3=jmcSc?fhV3nL7TRkRm<>ZFF*%X>WeJKysc#{6VJ z3y)YYE`tIuy=1_}xopudPd?<9PPvqI+9FQN$ZoC9?5h@zEI-1%Ca46@T6?Y0UHjPa z|D)}#qvC45L~Y#NU4py2OR!+U-9nJy?ruRtaCZU(cXti$5S-xd!Qng2dw+9h=9`&& z|GBH_W_2B_+Ohf`o#b>1bvhrB2VnBg# zM%B#UZh?ip8TnhG)9!Zg2a9WPYX+AJBbp1DDlVSRhnO_=DAB| z36axS7+MBoz8FD|$?zS;5p=SYr7h>3;L{Sx7=c zXjMYO@Cy1`SSgizqs>^tW~N4;LF4#POK%2lt;u78M2DN7x5?vbV}sV>Cn@I*Olj@W zOg+C`)jMN&#X^%6*QA635?pHj=8gFToE0kQ68Rq^&8UHaZcX2x|&+ zf=PZf-*c8K#_Lx*r4QV2g#Dd*@+Ci5n?_qRkX-wj4KuE})x_D;!RBST6-BRFZceIP z^C$UOdlG6zBz^fVERBts6Q9jzc5D^sCyL+b;NbK8=U`do+Kji|IxMOeJBzm9mroQ1 zYL>wqRk0fVt{M?9_F%nJDSB!z%<1-&m#OoTiZcPusX6e^P#dNX1AO2^TIyu@~Kn}hsw2(9GX+TW<%V-o>xW!TW zY3_6`x(NOhx!kR<^eAoF>%1|a@Lli8#a*7-s=H0Rb$W~SUP~5_IqdtfHt^Y++K4|? zc(&C~_fCR+^*LdEKiesoI7kAWXBXzjUC^l3K6$6PsT@9a3eq)uxz*L5?4SJpJ>O7U zM0qQkm*i(2k1~(Fnt^ITYbKqULHtp_29EWy>e7TRa_z*amI5<8j(G2@6W&!e)Ion5u;-u33np=b1|S6r1z0g@tOYR@5;)ef=Ei?%mD7e_P}J+Xa3YX zoSd1Rsua1S>`#(gd@4`AD_koYqucfaKJUM8Q(PEQ5pK(`#RfJB_$a~W)(F|;+Km{5 z&Q~T(XVwI=0q` zD$JEuXF@md@L1wwmYnHCd!juSW+vo1wS4kVEhZ;u#)xEKR%Cxj>Gfsg=69w^Xeoyw zg#`zC>Ch&S&0T*en5*wh1!C~ zwIIf+)b`7#B4Q&Jw3wGVh+24g+BQj*JtUWf*|_FqWD6fY zh0EXWAoFaeQ;)|5WRx;PSiW0h%ftO3RaMkm1D`F0WJ8CoXw9J0ajFq?N(DhaGwbUPeLUK`e zBHZ%ozy4Nsa;ca&~CuN0*!Fp@=(wUe_4SWQ$N>;?y%~ zDzK&zoC*0Zu`tO|a0raSE4saIF0&}l_Y|aBT^!rRl>-^*7@ttRttTM;E_uN0-t|1%m}3MdyUU%hD6=5 z*YsrTcQ6v;cqP|6-vz-$7fs_uL{->L@YxX75-Ndz_{q>V=u&ly2wvv?+y#Tx_64OA z94*V%+))GXLJU~s`wrq#*Ie0NRu;qL&kw5M5L4{hi|ZKom-j=%b!!H;H`o0pK340~ z)PMPo|I$CqIVLl#(?vXDu*^(7*^n)BkuCGy^4?i#dU{~*ocrLSL9q)w_~Bn*gaR^T~173jUwiq?9twE3}^fAZn)yw>clzs*=uhYO_8uMULr zUc8uTmnn-E=?~oI4V+AT+J@N7rRRr8HWI&2(Zy!*B|RaEPkX7#b!$^?K8R*nZjd3( zgL{NI{}9ki!1fgUSn7T={=3rtl92Fy1$jW6mZVH*obb0*dUFc>lFFoxYFFZX+f)AA zxOCZ;D+6kTdcQv1jK6y>lOzk$5xBsrUss($1J@r2SWj~~RI!D0Zy`Zm}%~xS# z;^FG$H4&P1y199pg`5+BQU#0p=*r}$t+Hk}p5%v@l=yT^=TjYSCdXyy+!|HK?1xI( z#&BX=PW@_A%e}v;5&AxC?hm`7UoMg9M^yHRfG9ymcDEu9SL86#p?b9!@eU{MtOL0n zEcnN^{zam)^9bQ7(=HZ~2Yl^%N%Q>lW6r`#TB1Aryy2aKl3M0N8@of^v+a0PCL8Os z=KZpcdaK8W(9nmD>q3@;Mmrtfz%jn*Btp`O`W>PM%p|)d#mWQQvmrBqrPixkL+{NH z+)qfhP|R($X$`CjK?dYl#VM&ZPJ=7TtfdG3sPCM#Kh6LZxQ%QBM7~9$;;1>o%yx3L z+Uj%H+GYytscUSCow0mmr_Zh+P2v(7<$NY@PS1eilYGID8)!12Oq_wP%*c;~5L(sL zKDbg>D-JZULkp^X8meZNY7`)%))^m-PYLFb5!YU z+i>CA`kvJ(k;D#dr4hDZxHzwq*{mTIm%-*T5@n}Z; zG{0+#rcKV6=feJgqmzSs_tzWV#XB!pCt{9iwsuJc{+^HK#zV*eAyfPsJwSN3y!d=~ zrYERS#!bM+suHbr4Wd*{fZk+N@`W=UWdPKEJcK%8A zbX-Ljf;&SxhjnC0-1iIuXKi2wJP5F}SA1u|x^hl_yz$*sMo-E?mP3gd>=m#2dLdCAU& zrNu=ZYR}=E-N;0bzShQ9(}^t7v#Ke7yFb5dma{U>p?O#MH1?@Q0y9sn&40YtaDTM6 zHYckJ$#lsdv%NRe?(^`Nt~xMsdP=OQ z?Iwq^JJT~zBpav9I4%wQ*Llieg8EHZSuN8L*7G_cxD_b53sd(Wf`y7W3r0B1*P%{j z?0VO!S1@nQvLp}jv%7VqkGX9L4lqCPyHBf#MYC|DrI{cZ=457fo`i-~^doD6TQ3|=} z)^+d-hZrBDgcN@*fiEGO0){*@5wA;zP}K?c@nZN_IUWM5$^j>t7$(bLNs703U+u7M zP&9{=aPo}w*sPR@U9I&80{g}=RbULXe?U}j zUofFQ5<)~*)t8MLRu~r5COVbqGJ@9*xE9Uz2Pi7-2F?!WbEC%J{`S)hctxi2yFw&x z1Qr}1p|17yjcy_w(}?+~tyO z(pLiLQTEcIln1 z4Wp| zE$GB_DjRu%){De2MVR_21?hR!C}Ll|RK{7@K3;NT{(H@*o_UXjyHRg2fvw|$`%c6= z1$KYCYl_J|nUiX;(*?)K1YZ*W4lBOBb!?1lWD^sx9SS$1Q6Hi@2$AxT^>QEAe0s+p5y3)x|+1s@Az0W}1{Sh$SPnZpv-B7)mh z`FIc>a_|kZBJ28DKOpRQP5S39q&Yf^@%?<2gE>^p?qP|~^xr18X ztr#3E?=+x%vGqQUw!|}T3dMe+2b-=!S%4&ND`Fk9^KZ^XJF8GLsmmC_lwe;eZ{rh`WE!;r|cf$7kr0zYKShBOzs8(9Qi8b?M072G4eEF=X$!r=(1Yi%9q`%6Z9$?F1MIf< zF-ZCDC75%vGEg{5lmTq05&Uq6QWM#oCl*{7Zt~~x9^@j7l^=qWZa1nTq>cfspD*#> zJFeNqP8$8~+mOazqzFn*sXfbNo!~isbW!UY4Y-%0`H`D3flPk2v9Q^A8_U=&=|(ol z{?LCeq`KHpwhY0eATm%NUzKxJA%*>w75=QCFH#^oH-MQAku9KF-J%OXctj%Q$u~Ks z5W=(#@tlTx`-D%;#dO()86+7Ki+_wskucl-%E{pW7L>oA9>7vrvjhuZc3{0`*;7#i zZRg|gE>Za*?{TvvJw-Kw<1iCvBEuc0>ebkiG`^IY^r9%XmLfLUCFybr&){qcyQiSq9df{r0_t|RTUB;AY7 zNnYvie#2?UvW`?eH>_ieR9Q_UU0%yWroQFRt9B!JJ+6EILMjFmWY9E{wTy3AclK41@}8z$S;;rqh3^TC{9%jb=~x6 zjXWJ((QKk!!WPOMb_3f#o6g_K4pW6!I)E5#g6`SCe*ye_Y)Ghv8sQOZ5xEL^gWaD2 z>;Zh>!v^K&Z|_!Ms$@NO1&$RWqhK9;2{$6aaKWwBv&JAY5UL>dmtoJ5E^{Ye`21C| z@t~W~a$t=hHcpPw0?vnSokqT55RaHWX!D zu3qGbZm}&pAu)j!vGir)iii>+6+M#1NK5XU^78|Gh8&xeLnVGLUMYg|_k86$6gKOI zi>I5rFGnesG*9>^8W!t!7F#Ei54hHv&k9RCRV6D|OZbD{tb5U%r(;ytkkz_xp{4T-CIU9`{ogUFB{qI7_qaQ)aEk! zaJOFGZq2duV6C|%Z1tFWV*Zzk$|j{g^4KuTa-udVIh~?grLTS<>!5h^rEsFYBnFyN*{Y|i$!NCf|!PL8Q$ zSnKk$-1<@xW;L%?`uwGy&mjSaIY~`Z(V^hztEad`OAFjR3j=ls%6|o0{vYeg{2v5{ z|6ES#|Bb=$51#x#7z_Xk{qOw+9za|G;QRmJFZ?4YyrK61P5*|(znKA?|IqCKa1Jog z0JILm>)+6JKEQ4OngAOBXaY9;;}8JgI1h;D2k2`+D*zC4eFUJw%UgjJz&QYza)4zA znm~{@D7FCV4K#8CKs*4QbAryx1_HnVbRDEdfDYh&173MJL5MpWfYY-9pggb*K=DE6 zf0G%2(Xas+JJ1RM?7-RHWCZ|^2P6dG7+@c^H>jQM4Ql5G&I+^wAUzw<3*Z<)hyadx zQx`x=1RJ0q0IdN257Ht)z&{&+*n`+~KqvsN57gjd1AG7=e1Ivz{>JvRzp?#Xd>|Kr z9T*D8lK^%G3<*%M-a-v1A?&~qfL4HX2U_0%cXlAQ|K5}U1r~@gFbI$t!2vu$)4&eI z^It&+84V!k0rdJNlK|EOurJVUkPiX)3V?M0SQJ12xc-+J!378@plRY@f14-nH-iD_ zHOE^RIo`s^{&p4)AdDQq6af1IwgfO!ZyF0QEr9R>SPyTe1ZV^t07(yQeH$$YQ1uIB zP5`ZdGXa_`P~W)zxe722j<*U)9KcwB5dhnO^8k~;`Q~+SzIh%0j2ZL_@-RTg1pAvc z0mK1_FJLAB*#j~rfcHSmK(C;ya{w*_&=0kebi%_ZS{vt+n{k#fJ? zI-Gz2#PfDX@PINO$Z2jMN<6>_c;8$RULc)#0Xu{ph%YaY&_IF#^8tDXT;VOvc>#@q z_bttN-_o4@ZSH|M0*MBC0`~|oX5P2_;(g06kU;|KAsg%4gz$n+{T345w~&CQ3G@Jo zE1)OnVxT8*A|OP(K&k|5N#D5e+K%M&+mj1t0um4dD`OhDY|D_qi0Z2$pAWw*m0|+fp_!1PG zf2kqBoyhj@+z<|+-rRrhhVTFr^53{2|3=FHn;QbU-TyV5|Je-zW&D3~LsUj=gILkp zuCRrFgu#jUQ(}n!R8jvk87B7#Zp1>T!Zs8O>1S9=I4xM91HrMC`kQOXK3im`0bl#> zlwZGV=x~4lR>IAhKnpr-07jgBX8$7iynML^RossGhjB1>qYG{U9iqt7CTmN0If;U1 zw**=TA7n)}Y{SD6E(z{n$7=x2@sNA$=TXs=wbIhS z%Z8kSj=W&GNuRvc&*66!!Ev*=`b-el^gl~ooB9!c?ay-TPzMgBQJN~zQ*H&zsMv0I z+C-jYFf=cY8GKYHnZxdU;JCsYo$<_K^Kl;kh8x28Ih-|$*;c$k%1#u1ND0%$4GtX^%YE^Rw`o z&zj*<_RpEQ8GV<(SLFy0;9!u9z<}8mss)TZru%kb$h5z#5qT@1Y3wmQ)s^=@LX#uywBJ`@hmhc1L$~1 zxWELboQ>8T@t&=pJ= zKXLeuQ(j&*HX1XkB-1D=1+3GpL1ia+km)B@dg_f@QcI3g!cw)9Yr@=@gFKSqQ595| zm>M(lMwLWjl=xj0zv#?E5NZB6%%nWYJz>`^%oqE45M zP4qD}a|gNJH*(8))ejaNY@5ef@F`r%#E;4f)n)21kN?(cl~mb4oRol6Mh_8 zo}b7E3L*-yv|ju4>|LOtnfIde+a{w&J8(M`}@EwM8!l$lpGnZziQ^V+z`Kv zWVKrT=?HeIaWEK4RZlZD+Zzgk9AT-&{GwO;Nl+@;o@_JWXZDnBOK&ti{t2>o3Wtg= zQld)q?lz^9jGkN>lhjnIcyE0C^mOWaVX27sFXrdHVX6{u*^8g=o!@Up6k-q;5zoft zFi@^jW)4X#(JWPWF=S`97x?(zT&CJ7cVrH2@Og+lScj%_;HQ2+bCr&5&aRehbq=F| zO}tZe7D$&>v`LbmP`3z~T}jE*sovrp7sB(W%3ndB91&_nFXEWbUMAV3VlQ`;8G!3Z zn6lt;e>UR$39cSf1()w7W<@Xi;R7}STx}tz!tO9l-*B8&OPns|Bep!9dv%7)o^Vq{ zg-E(@bwWc{XZ`wieR`zg%ERnS>fh9)=qF?c{lpj17Zc-{^iEMzy2)Nc2_nwz8VMtb zaWqPPVHozsYV09O>35xk2&Odz7Ih2;-Y^m8F!@6BAC$W{vDm>)m2hCy}l+b z)zs&B__CDifyTX8uG#NsrQ;%(hRJ^w=xB8WMY0`P=A`7-Lvy0V&@o>b|`7=GNi z{LSq!osY#fF;oTY0@-sb3lyPNvRa+#z z3Kmqgaerm!O)IFcVB{Jg9YuZFq927KpJy!%j^GLlF}dp-pbA?!oW;qX$@GqT*?%(c zsl6Zcd%AhrB>b`ZV{QhwV!6dsBN_IJRuleoot_IsZO zPSOpo-#;|Q7u6B4`(N`3T^H`#)b8R`em_b7T|V-mj?kRhsxww`+}4zdE@ zuP0#d!*KUb;OCTuf$H)7$KCaS{jTE{ItB22O(Mw#X$|H1LH$nI88$hBoHCzN^g$dV zEq5a6RoSm7U;hLg8c8+zF$M`FvBl2J9GUQq5kv52Vo+aX46D-Pi^Y2~p9%=uZ9DB; zANkn%)!68L>pl2H>S(VTWxbEZ*_V22|pzuxLUxU&xQj*06rbaai zux2*Tbd=|g%H9bP|En!?HEo+4Y=blO_X#FWC!*Z}JzHWEw68MR7O*U;58*{^CNkX4 zK7=X<6njb7gBCp~ONYg^G|jG&f<;W-Ch4*imiV48NY`l-ALFBQ(!Ct~^m<+a5y?(1 zsI;mv-N#ByBAfgNhMt}=H)4v4>SziCc@IvcT!FE1uGvQn;cwH-uLYJ%;aq)ox3>ji zeVd_`iA20EqZiW^Qrp{ZbEfRF3=jSVPZCbPk7gyV?VdY+b!Q95V&#d(6}+K3S7EG5 z{g>e?N~gOY2{!t1TD)=^X=u{RWJietY)75r;EDOMKltk5|Gq}CY)Q198z;UmxSSp% z9UneKDZlL7h}YRERpZvgjZ@a_)TIo*^zQbMl{7#)AIeS{HO_fwh3{Qfz@B|PTHf!Z zju$3N%Fja@m&C`hZ{M=Wr>W6sA=b3ytLGRh>Ja@3l@%VBEN@1{A6(huk#G|@NJG^3 zZEw&EOH~Nv+Rbuu`5J}3bu)|18{Op3QA*tBXXB!ibK{3Ix8EFdx~BCH@3|39I9FZN zxpSmb$(BCRWE1TEIuPs+zW>?Jvy~HI&8A?Pu^gYm$Eaw8oM}(x)MBkwzN%ul;A<$o zfbqKEhWR>ora`>oCihU#_D3Q-DRU0xjF!SiaW|9t+cEvj+H(R%c(A3WuU~^st9)Rl z@{wwo!1^0dAxi={N}Rp=SH zOO&b51(_<>s~;LtH9WTK24#uUNHh;O(U|5Pt8Hfec`EQW$>AUQv~&FRVEec#Ycs$4 zp^ALx{kk2Y=8oLAMzWoVXhMNKZdzss9>Mu@3iv4d*G)XZ{HFSfsj^-MQVrH?AnrOd{!HhnC86K>{&X$dA=eWAsx{Ebhx^!n$C$ zdJXFW>yGDm>$M)CcDVX_OmnW@UKBpcIz?UKoe5aYuXr0bZ@#Xy$UR6pLz@ z%d(scA=_3JxcjnOXpPT9S;5qkL|IOf zbr!!8NsZN*>a(x{7^EcUQNc+CKTxqa9uJvgP zD;R4f>z9j>npzc{s)eK$hkQ>7HzI-77u##yyNP7sciUk?sx-)k8f-iJ*Fol5WxFCd zvkg*SK0ga@YuZCT!#*OX$1R_fAZx=mT8T}V<7=WE`ySl+o4a4zx9ehw9?zpm@sEE0 zm?2dAF;UsfCl8GoEClgunW2KWTxwZz)1ohUoR_XnXP@Nk2ZV+cUSeu8)wF(Vj7Q|m z@Z|{Y4!-Lt$=>nH@PZA;`z7p0j>i-2maH^e%j~k$Qva)V@sqOMgmvL&)enmv811{3 zb&KkCTA$okjIA;B_qZTrBt7?}Pifa)iuc|*_Mr`X8NxLC#s~3=_aN+Rv=;j#Xmr^x z`QCXx+j=}qUEtOqmh8=+J!*IA8fG*)&J6T(z@n^u|L_M+((Yd9^(ozBM1r90~FPHS@q^DZudOdKVe@R5!k;zVxu)ln7Vub&7s^B@2(V7`91CQ&O=#KvAol4@`ClZ8T)|H6UZE~V#|i(Gx*h^TT=g)Q!5EL`UD_q)^GR{d6bSJ&f>aCn9<(()PifGK#`s5HYM56cd`!KJE0owv}>&E5n#-dM!i1U*fx`&+atGzlD8M zU`=>-@LWo^aWZS`@a_$kIMXYk)$V9@>&zUPn#!Q;urRwxF7o?D%xb)f2pxnQTVQyb zy(H(m(`0s!Zi2n>eU_W+2RNF65nvw{zuv{idF&LZ@xP_XRVC{j6sr(U)Ft%T3uH-9Ny#j zN5Xb-vZ#HzP=x+|^T8&wKLq01`*o6y5t3&M(imwp6k-uhAQytZ+pbEY!As zaztGF{n~+yaHtuj+pzl1*{5#+rSDNrGRe*lI z^G~bKx1`#r)c1D6srgK912e-Vs=HCH)KmGIJabP&>|I;Uw8`*p!7ue$UdejGdF}|s zcu-qpTJ|jPi(%D!XIs7KH<>AQ>RDdvBjMUoz9o&A6uMY2#vw{#6@lakExZr}Topom zC>Lub^DKhGg(3IH=pGmwbof;S^avtSU*XCH?v-K2p4~3qo20pToIs!G^jp1WFl1uT zsSX;jnM0_H*V#xqd>5zoY0>HBkHcX96_K9>Us?DDGX^!k_(~$%Hj3vhI4Q*I{XTOY z38TXh_)Y9k_M8k4#wH3W`IjgjEX&Ke&HVV`5u|v*W$%EpUp65p9jZ)Oa;a`irzt85#TD6Y{ ze%nYS3*SaQ+v^uT@5E>oh4BTp9o8)lcx)qdi+wfUa2ekduHBP{H!vUZ9{hPLbk3?? zVwQy=-$ortk3&7lQ~8^^rmcp(JbovaL_aIt?Yem7W2^o#(R_)jsH}x7_^OUP);2q7 zy&w3eu_2{Ed9(G*EYwf8@~aSKEvUfC(!{IzZ-j^EO&T683 z)~rLH$)#9$ciiy;?2^Wv5R4B+TdmJ)^lWQS7~TF18R{;wDsi=MqBH3m+BmE^6(wb= zkcN5%G1JtGy;!*GaaR%7L~B9A++aaM8mhL`n05)(jaGr@j{j2TXYPcdmF?x7G0Qo9{oy#TJ@6UOntB;jo_`pDbs8cUVfQb>^XSe%WY~ z$y&%NH=%SsRdq8Z&hAdS5NN?RG_iJ z55J#$KW>N|y634ZWensIZ49X3lm3+E*BcgeVf^j;dT|VHTR+d3;oN&!3R@~+cV4>H z56MEbA)I;pK#`o+mcpa8q!e0xej2G!X^`MWbmhYN<&GjCgRn;>Y^~j}uU%Af?iDxC z);|cw4V*?8Zcyy*l}OjA?_;yo!l0ef3bv5jbW~d;uI0A~guX?kvvThy&V%3PVPpeR z%jbTGqBgsC`QMqsU>YBh2@dbGM>mIDW*{?sP)W;|Vc(_kv|DP>npm4W&!p5WSdWbQEs$u0hX{I0;># z&WL({+;J1y+5hvjgS%cb+^6j@`_nJ9@v6q5E8xRg=nd7pSrD~5LdsIQ-M-u~DxX6q zvV++RVf=dcE+JBwVd3~uJl4C{LgZbMND_1kZvqTZgIfk%rMk-x#kQ z=9`g~5^gt95-MRK>BdI_l%vTXsu%ax2iVqOMwCmn*>MP|a)c@VZO-#!uFpOE65I=< zrT&_~J9Cuzkd)Z5cdNN3k@pDtMY=gekX93HHhJ7aPy&<2tv1J8m=X{xnS5<{Z$`U*vm1EP8+Y$BWHBPx-Ym(t zLT_!Wi-w|Xo!e>9cLx);UxEo&>5@klTfvDL222r}B=o2cL*vf9R2K=*&)N4M@ zWD$(Zq#A3y!qH%r&xpfLm}#_@cLq2OS+S*z(rJj{)^$K(#&0T$q8XRSzO_9&+gJP7 zclv^irqBAg&KE-?Ozz(^LwEP>y7~QhbMJa}hv~Fv3_~#>gM3<4_X)X&5<2{8nuN5- zm)1~wQlU`4vOUD1+?vX%rtGEaDh67X5ndh!msqTST%^v8mNr>Nu@^wl4Kx807;vWB zlZfeAGzfU%Bx;Z?{rH3BoCp8ej!=@WmkjA-%Lq0{jk}9M@Rs)dq_#oSUwh*Y-Y|9_ zB!Nj3t83J}4!bUbdz$NLB_pE4W@IaPCTIBAcOua**Ek7P7}q86GJ{CuR)w>VD?VT6nE-;L&D-8LVjKKI@0k+Cb={OZqhU)vX9w zY#SWkqE0;WB$g$MCydk#OAfIRk^iG0=2=(Tz{D86EFC;jG{9_FzvC|QeV@#{z6`%{#l9fRVtGggtz z;Hd|sMQY4hFQ~ShK5@exj@gMpRz3V62j!?6W9&nB9_McN#qJn!SnpSSf(@15@1oQV zKFCjIQT3?&2y=gcI_}ru&XP+R8Qe+>nN;N4vekoqFvTlS3MsO3+OxJ!eHWI8v0Z(>PjM0_*L2 zOEG+Y$WiaODty!&PI5=vI~-xB>eQZYT~le=o`ZM z_h;0H@3=p{I-IuBCL=Divb--Nr`4uonFOw|aCP(owhXfneEoQ}6GG z9`@LS+&6TCctomj_*F1)={U_gLtc6Z#S>vWHx;jO@p`$JGS?Hx6$&IswALX`?)Ib$ zRz7Wm_j^`O)`LE}=iOF9m1imO@AU_lm{<`PNC&094)Wsk)^}icUhK)d*Wa^x_haMX zk5vR8-&$YF-qF>P{vfGerOf%K+fBrau&%rn9zK}Q^-Xb)q?Nx(%D(#QM#AczuS@z! z6T(M@S5w$i&%3?ENUz_NNWVg4JFToiT?jmoO>AY*#3%`|ZEw!?hIL7OHDBRcQZJtf z6$>S?pg3jt$|6`zZ*UpfrG6xcD}F+F;d_eO zu9=(2e(?oj6$JO>3ko=4!um%_g3Q5ZS6ak~W-$`pmn;+EwwaBakMy(ph*3aw3EftM z(je1Ozvq1eP2+Owi(~bZvabqJEY*J7FB`e_e5>)9X_Hg`O%5T8s9b}7*{rpcVT0ET_CFo%*ao57JAkvQ1*&0 zZxxOeHll8ms#&;r(9uiVi{sdyyM*?oTTP@JUh^_+kzA!;)qGHV$n-2S{;^5itI(^^ zN%MU9Bz)6&r*tl|ReBlYSB(WzrKKjY;E-EB8X^w zwA8o_ON$gJxy`2=>$xW;oUYaPmhh!1qUz&B+I1T)=+=+VyUVm4iz?!%Q!`7K z@ipIHree|<{lg=)cTqR+H16kc8h?5VG0uk&+PLKwkUIbt)N>ZNMAgs5e$l!SL&roA zX&0TExuO@)dt502zVd3Ao-aX}`Uh{g^}g*x6s0P0yE{*STYuZ~m;mls9>p)tm;V3t zBW;iQ!gN+~!Q2Ah!IJ>&@|fbryyjvN$fC5Np9j63?oa&lrW2f?mzeXv`f3^Uh5x_4 zTK?ap1E|uhiSyeMfd2<3>_4w$_y2|o1CbpnKxxeXwyG^VKvMi074{F5!iMk$Ac1I* zH_QUGo+ogcw^FMd07Ap@hP;62C;(;w2r6~}lL7G|0I32LkOkp4096D4G601FqJcns z6F~fcjsrD;a460(KnDR%1_TRnfW`tqPMiR>#sm5d@L!w&!laJ?LTlc5AdWX4hz+O&3#tbT zVtPQQ1_cqsIe~Wlk8ljAkN^La`5)n!|C}ZNB^<*8Fj@c{1I!3$VMsRCH^k~+a10MH z=Kr;XB&cpG=-q!?Hst&4ju;D6}KH9?{?_*dCcHMfhw3_o?n#b;F>kEq|43fa}F?{>_ z)!P0A=38D7=T%frBUl`0IX1{dyK5Ea%J-0reKnuWygNt+3M=nFdB+g52BgH}uM+IH ziU%|; zkwo||RZuOoE+@{>IrAcKWQlEsxOX&Nzp55;#sYWrWd2`#h`rso z|95lvZ}b0eRYWt|;r+4tZ$u2#eQup6u2=TP$B&Q4NouRAV5^$sMs~WH!We66hJ1d} z1qKE>h8J7>!ACupdXKARB!&@APE7)Z87+m`kEh02amf{2T*dLKIX5$sxBL3|;>#g0 zS9x~$^H%t*ShF3DA{eUUh z^KC2XwWy4pl!cVhZrv|ck<0c=D)A3V-F)q4JupfNIdJp3M(ysqZB!%FbD8+CM|Koy zJT9kCbnzjPg=}y_GqCgK3vL^{VTJ=w3n_8G8(r&ncsFfmY2jd;T-YXRl0CESjxYkssd{Bt5@d<63$eI> zQYDG(O*DgUWdBmZB&%Pt_Bx+1Gf_>A*RENzcX5-|APkv&^* zlu4X@rJBaOC{KHG?Y4VPqz}I>%wikv7VnkOPls{HH^E8#Tfr2|q{RM$Rv3-KM*ki4 z6UqxLz9{u~!`N@l*;mVVBC_$DC6$s_lQ#R>*QCeYKIgRF&{^S{8#i}~-Xg+L>wSa2 zLQIiTB|3J^91)uhFP}FB(hNt}8OtzjvA>xQnxlSxO?g(T;BQ2UhVa!wuJ0riLQ-l# zB^EpDzNLM@LtG5VJXhGDB#EpHJ43$XexmgyuTK=Xc&K_#mK zwT`7NSwSU2gBnM1?i24V+p!g>hn~E7*aTDYJsq`PXTm1*%=YxmJ6NP=FDJ7!#4A`j zxG2OtBsl~#k9w7o;y#+=n~R#Wcgp+U$iKa61ZvBhJ1Io2jiGdM(YQoUXnNhauWyCA z99VK1t6*$!yRq*e1hI6?FtVa?|9qZ|vpR>ogV(s-y8yQ+bh}tkHqY$S%5072pU#f* zKT9+v(3atjZ*<-6wEeB@fcKEEgtOzM{^pO6dLF68n}kCPd7-W*l82jF zojacA_@^${!fsd}o;0pC4f@4a6tn(FLEt{cb&BGBi(3iW_pl{52zQMagDWZ8QRo`% zz2NXi{AADdk~Bgdg9OWbIQ9&=8nqkSnd2I}g}iSdn3x@4E6wE&{eUC{ukw*uk4fXJ z?-PA$za6E)N(5Xda#jTi?kC0bT&|{YFVUy8wy+8@X?JX&AtBg$5%H|O& zxSznuN&L@z{4oXXCmCZeM!@@D{B`=-3XsRpGVqjP$zN`cKU;{O$~ybm!nE+a;U2=c zR|z*lRNQesK&=L34OrDK6Q%Mv-Yh*JUQ>vd4gd#G4n1;UfQvJ4Fyk%F4%+@R`jq? zB10d2T55WvR1V}mysT(^A=0%2;tQtW*^LE3Gh<_LdQv9zi9KvxAbhzC^2P+yu7C9> zX3qZ)Qb4W0`(1E;!+Cw{`}D4>t*P$WqpEwi%1lLhS!ueYI8~HP6vhi;(MUKH4ETLs zkK1rLb@afdW7k8uUsmZWma+eLwEeY5(_}pV!63y(e z#JNYBaOCtK9BEodnw>{tBhi2wx>Y6yr4lWN2c{Bjc*3ahK;Jen)tG2$XY?>eZ)UU( zbTSDiBnE|M4otM*=ER_u!Aoau9Mn7zF1N#>4oD4{rgp1DJ5&dd4xn0ssRcW5@B+*T z5**Zb2SKt9m1>Ek1`cWorv}m*v~VSZCQoe{Icof%fzf2Lv0G&e9xx?!RSQb>Z*gVV zA!q=*O^Z07MPj!}%%V?&ZcXf{Jh*XFn}M!s&S+CpQzuUx-@;99r1x-V;JyP}g4Z1j zon3{Cdj^bO-*s=4+c+pRD?wK`Zd{*e*)nQ;*S$$vHa5aF;9OENxOwAXxb-Gz#37>- za5u8HaeND23%5+rC!tSeJ>Rs{AiAY_cA`Z|^-s;*IJ+6TCbF>wUA8>AGZHcPUaTLuj^L1 zw2h=v3ycITp!v{9Xxqt+eXF4PlS$gax3-z+Dp+Y*HEO)Io7Il3 z9{*UnXO+FD^YrEvaB?f6=BmF%PIvyfjDUC0%)Tu+@c*-Wnzet(=+ux=6UHY7ZEViB z?T|6&tXcc}bneSjE#3j+xhTm~B+9Y9z?2g^52h>QwHCev{zS&qQ`;mNxRPzbiNP&K z^Tk%#s3w#D%ahu2C+JyharU%)HCy^-&Rsw6ob_|6r)}h*!k{XLjG3@;qk7IhU^VN8 zm*f|~@o3EWWMV)I8VizH0)K6}gMH|)G1_86lMSE;0RLH=@~h_@7|qj-@S)tS8w%dNU9l`v8p_mP*$%NrLAYPK1tEw}&HXv^SDjnGyzabFM$g8J`B z;SHm9n0UkJ3FG$};45qxGkzz*WI%KO#vR45Z~VRlLMGcv=vKOst|aIR8iL^=cM_Q$ zAKhmnw2JNJ*#@>gr41vtO}4jTG^LGL+YEaffo;6C&1Bo?hhoftG2^>(4-?78ZorKM zGXq;dV6jUGCEZDP2^1KV?wJI4@Qf*-(?qPKyoC&OzNwbFFfu%nY#430 zW*2(IDZ|oqOOH6OM4Z7TIF5VH{m`aR#yHi~ajM-o)sFf#^lRwZ12^F`ao6_l)w@QN z;OjRqK6>{bhD|uIdU@&jsSM6!M;*Z5V&_-ycbtB+apOHN{xVybO`LQ8X{J_2$_%2Y z21Xu*)$ICUCu%$aX#nC*D(X1 zAJo&ELhjnqG<<6Uplc1%u^MMGMdz1ZxB9?@VMnr~@JIOX2lm~wal)TYcf9{q_M5B> zwR|S~A-);>BNYwbtwN(dE4Ja0W*T!1gkTjnAeC^ig2X;j-w|Lt&Ie0q3v|F1$JYCx zCMTOt9y8h-j0V(?mPWhL(T?4o`kp;%>T3KxQ7Y}#tM{J6BQLM6@5LQHyztiau<+z7 z;J*8zi`K(^IaFeX2)#{%b@3MvzXkSh;o0?1H8sH#wp*9mfB5iW+Oy!Xl6q)a4vpT2 zxZH<3ef6X*_o12a)!)lu!ac&hz!7dK!ag_}ScXF?cN~%9(Bj*6gAKOpI=FI!akAa8 zT5rA3J=3((I7C}9lkwvkjJIvhjt>i8eh*h5Xl(8?-Yp!2o-80PQ+H{a)_<%^b2$2s z729&hO*dT^LUdg+Xc?tj9h9<;g7uSTK-c?^jfu2$X|$9KTJ9i}-Ay$T=LKI}*Mkb2 z%(#FOW|*>p;zk_HBsJs3TLHBpQnp=>U6vwm?q=?=F{ zH@X)ifK4+2rzQ}^8+HVe=@Ez>fi}l~cPr&Hc<81~JCu}cTFA(JBjBcms0sC<9}K_7 z#*F21Uw*cVydV#?KJ{5)xF$CI#nczW9PiJW$Df({b#?m_3h<%?%TFv z#kOrXthls^yoGsu{&SOdWpnRmv)SKlzi%&oD0}bMC&2rj{ne~>l*^9->zxL!Q_=h8 zK-H=_D^>P{h?T1K6s+V--Ca9}zmeQQ?w9%Jc&s2%AejIo!Ku^05Y8K%r*a|q*>h$esl)C%-kPI@f?Cj?Ulo@Uu zgZ8tUlzw2PVOR$MM89A?cGuJPL`{I3?2}BnMNz5)kf>!FkJG*Jm=pHIHTtyiHu9pW5j7Z06dGs;VY90?^H#8NOo7ngH$aHwTWNh3=x6y0wgiBiwKq#+&X|k68sk>2$ zr1ztDV>dHaBzhvEz2w;I zB~c@06c}+s{8jD*wBkodhNS{M9Eq!jEQ+tiBEDEGBF7?tpK>I|>2aftJicp$8@txICqTws6H&wcH<%@$vGQP_CzREffYjAYo8xOGs&UO*lMV zMZx!Q75ySleZPL7P1~XK+g~wW@zfiKGS&1)JHJfO1NtC+oz4$(U+!KS#! z2CmVU`_}0jeYZrP&{ZM9F{X29x|5eM+!xb6rMB3Mn8qk|Tn7*1=R^C+<0wpKnhMlX zfNJUtd@|G23CkVFs9b=#L7Bzk6+jl? z4geRtu#v)xw|9U-F=Gm;cPDA{2W1e6mMB$}9@koU_naGFcywjWP@l)KxNY6+S(|*V z$uFK?_S&53Q*YXwJ^s$GbNJ@a{p(w9TCvslFj=;8%1vw5BzFI9#?Gme9_$|feA>ke2)2e2%t{E;7bp5H7M(vEZDQ0)umrm5K%JtdwL1c&wC| z;*w=+J8fW@l>#e8Rw}Ht)PiTcHdA{*+orv$2}8M|`p4<1LFL5uD7m*B>_7+n`JP(JU*HpfZOy4UAs##E2tJ;b~wX6z8e8tQQwGH<+ zb;&GB)k>?9b<$=Rp~B$MeYFV8{siF&J(->Z#IZf}9J1TlhBvYP{*vlosy9wjv2HLv zHJI8kPBxrsaM#mLuCHI;J;MVYxLhviZgBYaAsq}rPd%XR+oq$Yo-68B&+!EX4fGO? zzzlGV>C;R{y|!v(y=JECwW1g-yVW!7XvCQxe^3T|iaK25uJNbboEwvSI@XYfe)h^M zt=T#}=?QMnnM zp@)@R$Tn!05LpLN%FB#J4=WuZ*5C9X*4gKx&_0BrwRPIOIObI2et*nERhYxY^YNJO z#7GK(vS-F6BN$>)Yxu(9AC?^E92Xzyr$jmnBQ zKU^&E85Ys+*A@~W6KV+M(cmp8gP5P4@01fi{ zB(MzAV}I$tf9_4K+c#alschTrk>!C*<*g2wKfc(#M z*`*V+r~df6J9mCW5oH+gmml;{0jeO}J}|#eu(olx<%xvdTCz=)+H92SWTT|zpRm%& zn28No@DID^=D8?HBt z`UNKi=Lc^L@#uu;AMKpoV_1(1zWUpg=Inp|w6XmLJOr=6+kXA@%V$1l zdZw}M;rm{A0a|o2=(d3H6w=WG(|Jh8Jp2)vS3r4Cpy@#{uW0&Wjw7@oM=+a@BN3Op zSotR!0n9XsaQ$F0AKwTLP}rFl#^J`vriBf|PPPv>PEl`x`sLIXtasO2h93x=w=U@y z5hqHiULH^H$=vQu+4dp5T>H42{&frg{q{|FXFb`|ZGYX4zreqHkj95bgVcmUYJw<* zdT@jHp_uKeM;HuCp}g$mw-&MWDpq#0?Y#0%>`tFOoO$*|Op;=q>k+nIZVO&Fc3nzU zu^nkvTBlRSDPl+->s*hp^>Q28+3C!pu3|gVp|ddGs-bASJ5{XUw~(>jyL*yxQ7DUh z^fu^C1|`@|SBSF%Pn>-e*D2Fnv0tNy``H!!Os4&3;{)dg zAE<}YUSHoCgV@U|BH9%Zt%@9Du?Ux~`1ALt+kiM@7SWCLw)9Lt(>i|kq-UScz8TyL zSLG{U|0t~Vt_$Guz$Jl8(w}Od_YjmGcqLkiSMW>Zg^oqqHTreIThT_miC-tLcC69X z>9+;naKGa96ajqfj3pv;kw{e0MYlwnVoJC?p`myPX;6(V-Eo(ewqYc0!$_RM2m{gh z;+GVx>?bo&CVx=IJ}A?PHJQaOGXYrR!pLQ~h^r0XX@;vq3}8YGU_uOFLW^5C%(amj zroWi&EM_~4+0Np{e%ldG_)S0YZ|?a!TemTV#sV5AJM~+q_3Wu{VvR^Gsyx;(z1Fm7 zAzIk@lSYyC!Rd5eZQi@Gjb{W~yuL1&(-na5>;-c_ed*vAbLOqTEqm&{_p+z%ylUN? znQL#EK4U}QOE!;Q{q**mZhVT1mftsf%lk*SOux6h^3a9@IfU`SJARGF%v^Kxq$%sy zoXHK_JmSe!H$C&T9gm}u9S425Wgl{ZsHA9f_(N97G$1QemZY+jJB6=FB;A1e!W8LwO16G!ku1jhYtXrp6zcgq>F51*ERF zlxk^MA`l;sn}rM0mJ6_j+;Oo--O~KX)lNC(Y zFJw}pG6@Q>ASK)9V4kn4vg@!?akA?(T4FSIx(wzOe$$#KzGV_a=ye;JGGU5AU}crj z!2^Wh40`{866U%wxU{W79EGJ18C1xXl{Y=(^#Oj!5K2X_Z8zpSj+7myMn* z48srpLhVL-By6;|qfozwNPE9y4RlncosLXo!1q|+J;atw3c(d#ZyY-0JalNiU@d_O zhqO3G4{3>ynlQeVcX6_`KX(FLpKmE|HsVDKoBk`J!zYDnaEeQE-XxbU6(x?;{E>|R z;MtB}Y<&;^&;5goVl~44?+4=p*@0vNzGvUHx7|wZt9!r}{2chpP5lzQb|2!Qr^@L# z0?!XljY~~WEmqbj;;hIu!UAQn<7VMzhgcd=xKL?DJW!z67FMUn%iQEBb88i^Ctgue zUXEe~acJqnc-)O-z^^PjBV@w?#aC0Owst5jYSfScApX=Wp=c+1DAI`{?MG3jwGtWU zh(5|y;+PWqYF+(+Q>K?*tt73*=+!ipUPGfCSW2&;MJk~_U0eW_9vx4xaC#yiOFzZH zmJ#_l`uDAj!7M_wBI_!PrZ;8In;7bhls7eWK-n;ytq-#TUe@Pqa1?$3I}HZd#uW73 z^)&cp#lC1%y~dsF64-K*6i!xKanW=t3Hy3e9HR6+B>nX3i>J?6d&lLge!VICGkpH) zK9>#|eAC0(zv6jUrUy*uJLc|9+3mvq#(mSSe6ptWz^WNLntO7WxdYROT{6G?^cG3$ zGiUH+%UPUsdhRn}sqhx?!PmQ|kl6(UTYbu&^|(2SQVCS8PeBXNl7dxeO~GdLfbcB$ zguah!)qkhIiH;TgtHAB_6u1itxC*h%T@gzZUZjunUG5(jo+->JxZZQC=K=11=L4~) z@#Exa_n)0!$)K8 zx*+SiU^*dVfH&$4YqXYfI6h?}^GBdNSQkKV0Fn34+^nHt7ab7-V`vc$ihQc57#h`6 zTvN>lr8I?e;`ezdp!2OSpP&8BC+*pHfAIny@bceq<#{jFy!^9m|Cl)M({+!1Oi0hK zPyZTU{ijdx*c~6e-fhcWk7mEV^Tq7v8xK$`=V8F_2_RoCRDi>#CsBw8$d){~jkpWR zL7RiSj+dP>i}DYq;6fIWRv2R{DjQJ@u`P_D8Kg!E3k=pC2D4lZrWuX@HADZ$X6SEi zhK~OPL+4kU&f(&oJq9c{dvQ@o7G*)^WnK)2A|WC=RFFEA6a4{Sz#HJiC>Km(j}wZJ z982PW>P}J*IFqS>&uZL6IX)N&2EYj>!0#o=>ij?ec*x0z@psQoxS?^$;^Eibd3bGh z2d=;KiJpUo-8*;q_Us$Net*HxtFlK9J(bOFn_RuUSI&QjA#dH zHT|Lxmt{#p98VixRpJgLOO)HH3{R~zhPyPOCUl}kbY3Bra$|7DI86D!00%|+FDRj% zcSW8j^UXTU28yO(Cy)II8G81BM)4=}zeoAvGY@l_Gk@mR2>Z8Z`#qP{w?mDjcZOpt_wkci{|>8YrpO_=&;kCOe-GpXlI{IAb+%<}%Jef7iV zd7As+%qOI!V;MfCj>;bs{ zb+?@Q5sQmI#p0hfS-n8(N^5)1%j8d>H2<}o*6%@(5kUKk9W1Y)}igl>e|E`z$d@uhP4%G7+ zLtRFKGqklD46t}ItkqcCu@npsbwSu%JT;Aa|9hxep_&l^A#r-42Gg4QDC}9ct-@y$arDAa=9_q zJ;^&EI4LwPa(VRD;Qho1$2raucPM@v>iu?~`zh2jR`#b8Ah>oy1RD^i9VS_0GK@IE zm|3EZAnhs1_C_Vzh5cxsNs(0rxWL8a#Km~Q#V+njQx355C77B-BI|3Bb#yp3<*X3f z>awY`w}<^OhXT~5*Fec?o`N;go4pNihLF3KfZ9Y;@CMxLbv*dl*6f~_j%4>g{d-*S z?q6|q`R8~3A^R?Q4bQ_5y_|jGZ%4CRcK;qv_*M2l*(10XM|WYz&$6Fb8k6q;Inz-H zoiO9m+;eg>i+CcWB_~I#DoW;hV>9(sM>Q_pqUsv`kyq&0^%t1e95N42_qY z-RP6ckwgT;UnHcnCevAy>8#20|66SQG2Vx}BFtH{aG}+-`DV2NzoWsj{g@(*gXuw% zNjK1)I*^p#HEix(jbCM7&2GTgA9%QFXwNm-TZH{i&$K=BUd(oMJjdZpH%`3SuT!gI zD_|9veb9nMq_3IuIGotiD>k8Ux;(EC%qdzynUxYNi$U-hcj=b1ZkfxBaM%Pi?8m!2 zky==u*i}?o>!#}krL{(W>B=u*|6g_$q^8QETcj*= zE_ba}H@NQAx4GI}$DN&;X+7|Bnz4GL$Oped_;o^OV;4sR ztTS(l>rQ|fQ;acLWH7mvY&`VFb+5fOtZeMi+{u^6UVVADV?+ zzhC~~I|U`h!>`FM#68z+>f?|)uHkBWFTZFe%a59v`;7l5cpW{+Z}*|neB>u>hk)3q zPLM@VS+p7 z3@RL0Jh*f;*Csi) z7n5SHw4|4-HZ`zhP}PLQxYXE^xsKWT9Orc3w9s|YHX@trn9=^I~8chQn(7P><-V!Czl7QYVURr`n zgn&Tt&kDlCyD9N_fMejE0T;9he)&Zc%f+Z_x4u!cTS>7~cL+&vU81ri@*ELyNpTTu z1FJLIEn-quzXPzeJ%G9~CyrSw22S9SxEU|No3V)7aEs~eMsG=P4K==0v4ew(Eu%_j z0A5L>a$HW;ozqF^n951BkY2MqQk}Fy!Au&HEcOR2fYTmoG|_`SwitRkBSW4sR9eG5 zr&vZfn5WbuH}cM*t>^L{qS4WmIYx_W3}_v+gD#P zqNZj}*?GH{UUOvelFzAR^#DD(pG6KoG{YjpFNu|+#B2;HAMpE*wL9R_ch*RkC{TEl zSc#dLs@v7P(>$nGLA==leq%N&=-an{ z|1Y@zR zHmHewDvqT_RGWX*PBo%3^IWynh}x+})FwYQ&(Eq6%S9h%fSuOW(rCBx%QL76*SPbB zTOAm})-aEoZ+>}d_Vn9-$bP@z<%_njd}oia|ICgLvS%K<9qXTSBhKu6Y4=qxV;{7t z0=C5^(5hZ8u@4#fpuLNt8Ve-5S+LmI8CbURVr2RtjJ*Ua@XWUAokKI;&b%43<}6%; zP=|5ALCQVl-afcD*GKN7^wIk|>pZ=^s>hq~Bx^mifV+LP3zm9*spOY3?UK1b@boB- z7T4ly9VE?{OJ$A;?rI)0C<^LkT=X}TW8Gl?p?)=nKDY7hF%?-#Gpru2mB}mb? zyC{*zYlnvXJ|m>MMQixVNhw1_L`Skp2y>+<;sCzTMbvB(C0S80oodH{KzUtGUB`x@ zyFFg71A2t$4o>r`4lEkPtEgUY0x3R(6prY6LgRdz#;JqG&zz{lT3vnn`xhER5BA!L;Gv zr#l0|2CpX&JYNP2vVr4)a!_}&y9ci6sds1v$@4KPNH#cBN)bwF-XLuA24Nee2vFx( zS(&awtYBOHP#x4@T!RC_UcKpLgcPP>d90A$S?x2dj!yL)fJ@)%=pdOB**gl8J^k6u zhK# zGo3*2VJJ9SDAW@OF)93uc^(ja85AB6KDk1za`H3rOmU{;Ly@O!Ey|K2ii*f7szxK7 z3Dx0KRfoul3P-UeK(}%Uf_;QwQFDkGln{2bk+7+#DsVceBxf55fqk!BW~!@H0=&E% zn#!Ri5O>)KatGt--KK&u^4Uha>0pXU%PXUg^XiF&_UO($pEC@lItZ)+Yw;=7K@C7R zumooh&1THVV1)~8fQM4+>9CFg#gLZZ=pijJI-nzKipKBHokU#jBpYpH#sp?ox}pGE z%kTq6{%}W_8sLpT$z-<1JIhyYa$d*lU*hD*LH)19v5!0Ul6l;)?BEqE7H`HcoY~d! zGq446f6vYW&G=8mA+XeNKSUw|3iAUlWO@GZKvl!QyXQcQ7V_J&vu?VH`jD6Aj`K18 z0#t^2lc&u}MOP}qdZeOUuc)Zkd-;1u`&L|1(WEz3%+_aBH22u3uPc8b@QcVc-Ct%8 z9F(%TFO+&R{7l)N@QY=K!bi&fd9vHwh`+_Fzh+{pTvx9%2Za= z*7Nn1m+%)?j*}ZR)8$#2rP_M!RqZ?dyNtVctrPP`RdH>wI_V2dDxY6Y%41c|e$G3b zk2rHq;SuKx&aa)Evvb(fspV&8ePPelI%y{9ECMGR$aji#px>FMQsiVYKBqIr1>49o zrXH$f&fnd>SWH5lRY!wL)#@1MD4%RhM)nXkvd3bnfkWp5(2xt`v65slwIA{h#g~@- zP|Q=dE2g{BP8N0*ckE*fy7n+sGBBv(%*d*okzH^b2XBo;t+T_60}d z9h*4GA|dIX^(+z?Pu2FQKUhz;)Z=LY**35c(Ci6q3Ti zqF7C=e{4bF=0dTrw;|9F85$TGX_A}t@vf%8m66%cG{JgN5&D?+4!xf9(A- z_+|JX1s@gW3d0GZ%2nm-A@p;Z!cf;pVY={s!N2+M4bAX7d6A%K3{;Qmk2xJ7+qVwc zz84*dHA@(C7r*JihQo9;J61V(YvjqnB*wwUoE%mpoe?J(i#qJdX%3pjN&A{^F-OzB zcPs&LViUL+ySQtRhY1JI&dlhq;TY3#)&!^$LJneZ7`NaSd;;@@xE~&YIZTam zDmR$QQ~~91%vcXI>l=G0>tV)v)ZS{Pyv+^`(CXn3ts7>;#yA|msP{P*Gi9qq4Z~<8 zn{5N%kVUn-a4Tg;_+vx07H%(Ggcc@KU_pa>7bkuLrHV>9@b1ngO?7*!bm zzxm~XIiz;%olBp4;+mz;3Hv+#eaDD9UR#{~I{VH;_@0->-g@};H(z11B1h(qbM1h- z5&W-xD40887O|`g)`AKvU92>$Hf3c#)3?@nqYJwn*hC}I0)Tqn6LUzR81KMNza-NJ zlURdEEN_U;afFfy*5S8bvHadcP1W>Avw|*CG+Y=P;2jVg?HwI#_BIE9L4LtKpg(Rr z9?@hytj;F0xY@!r+5&x*{-m~B*`w~(w1Bow`v>8iMU!0fT{pTo7pB;m?ty5fnxR^o z(H8U(IssmU%jH04>llNo+YITV49R%KRqT`*E*C|aKY7wd)vwIejF*ZXnL<$L7-Q3! z0W-y9CXvZ3pI*#xF&Rggj2$j!Ob}sAa7oP1*v-#a&(HAAUwlNug;GC>NKO`GSLtaI z(@v5#+mjtF^^DdY>U2>p2006GO^fo=o>?Y;pGMfb=p-HeUu0)Ky6dZqrepBO!U@1i zcCH={S~*wFk{%6tWw`~7g;S1p#Cv14;@int=$7_RokKh8V zK8MNb7q&*{%>B(<@4S2yV9sFRrK47E2Y$(1p%Pv%(QEaAx=`n27wfasw_=&b83V?V*t1X6l&Ylv|{H?q+D^W)3>-N4Jyqqni$< zutYsOEr}9lGZUmG9&56VHSdFQgQr+xfktbF?@Q7V>8O;Gc*-9mBucfVtzH;KDXGurL%LPQ$Uhr%r!op=MzdAWa=rY@pdJ&H&iK zU6VEYOgnVrpRbwy_RY=rRPE|WJa^5~C!W53+17OrZ#wO$iDelYR8@!GFn zdH;<=R3i-mjT8r@@dI}}Yz7Na%nufJlhCA$bxh;t2=kR`4%u(bVP{Qs%)E?J1u>S+ z?|D!7-ghd(_w@7)_l#ZW85X%PHp(+Gd|7O=XI^A-Y?-*se~O$687P2VdN4RLK!YJ% zAm-X^Y%z#o@X?qmq5b3;DkV0uA2eB486ePidjS@L_UwprrV}%>CTN0>_cs+DXpk&(Xk#Wgtc8I=~}wnOULWhv%XwKFdQCo` zpu-w7s97c^k2rD{X5-SkdiJSh$O3KEo|4k|=}SYbc&5a*M7g22ZSF^=g~}d0bTEPSw@a)%K>rUBGDy(|$V9 zZ0947cq2D29Xc`Er~0yiM~-k0Y+5*{cJSq%ht$E%S8X~o9VD-Rb`mpItKYfr662T=}7x3Q}vEszDpg0edDC@j+u_{)qne)-BXpN7o;vI9a_4% za!aMuE7_~OU*%xO;N+n4G08FIv!p4>Ddo+Tt190wJ)Zn3^>wK`7!dt!WJhaR%quZf zY$Q+*rifRegXm2Jo(x%O8bU1QQU?{qG&SI_DXHl?CHNaV-}GCvlub%335DJaVk2k< zn}e%@d?j=V8C%KFILOdA*onqLhQ@UA4BPsJg~s$KI+-Sq#zE@USkr6rp$bZvGa2VB zap4kFRLGdAkTFvsW2VC5mt03&M_oA=U+C)R8UdDu^*#rN)h;HZt_bB7R}q^g5uxrxXc-w*No}BjAEx-EW{wG(iczXMF z%bp$|8C6m}bwcl!TXDk&_hG#0zEx*te|u!vvs}d=55DxqZ(jKgmD=?PamQJ7`|f=x z03ziN*0QO>%<(GW>$pMOew}BV{K0T-PA17esiV2d>p=!3y)$HzONs<*TcvPa8 zHN9$c3O=ad08_XDlck`QvC>C7R-qoOnMj85Mgc{2=2n77@l$&+E=y$Jgz2V@}=ZCajGiT&& z4d4fSb63;j4|YrEj*NgbKnOHI9`cDwHQi*{0NBAv#3xAORh!+p?CwPMR1pg+i@x0~g5qjr*_w%g#d6nLuXNrQi z6$Nh(GqHNAloj~l@(-C{Q3IQ>3|(!--}BRJnih2p?wN$$d+65XmchtlYKEp-$N*c&gZXS~FHyPg!%x^E5Lk#Bt&Tg>&iu5>APn zVrNNPnHj20C^o_6=bedT$8y)I#3LrWEDU>Mm#375Wlyxi(j%}9Y_#Nrxdyg~JTLHK zZ{;FhC=t7<6@lX6a z;xX}a=|AFkvfrbs0>|-06eUHGVMUSU5=rz)lF0FViJ`l7ftV~80fr4BX2Iy0po?I=zuXeb)CZ< zV6O-3X`(-!*AB}Nd*Ov-$PID>$IATRk3K}fg~}R^C?TEZ!-4Z>&4D*nrLv%2kqZhM zL^`TbP!Ef@cP7|kM>0Rt9b5r$2vB}dM9dxBnPho$I|Fp_;ZCDov=(elV~ZV*d`1Uz zGwH27AMjZA1>kNzUjr*>63osJJ^9NWQR{Hr)M&-l&JJ^1`Ezb-I70$<$IpD8osD1m zFuV0eVgH!}xFx%^V=5`UE=%7Ibu$P+Z;E7in5lQgv2(D?8W!w|ROg_RHLbHN7M+7X z)&wqrp$&bX&92^k*n4eu)z(?d9zCsPQHk}wn-WlyE}>9(L^vw&BcM1TaD~DGVU>^* zc+e{<;Ve}{uf$Z2AMCtG5I%@b04sITJKvtwI|W_zj>T4%g(~OGQ+sebm$Qev^YDX) z^XI}3#UC03r3l2Vi$y<18`=dox6;`hc{@N%gEg5VAMZonJfs+1^5HDPZ4(7{^Tli; zY7-HgD6pp&#cU#K6A_!x>``*vCY(0mvI(zkKN>dSu?e?Lcx^MpunCV%xNSnWlO1K7 zpo2^1Fo#}S!XM+0DSr=sk`VqZoJx?OoJc95XhPw*R6Hj7so^JKF%=0L>YF8abIFzx zQW6YCoF$vx*v+%>L5PJ8SUjGE4}5H5U4GI%P=o~$G!{f)k$AVA@Yf}jfSb&CNbZs* z#+Wr!vN?*Q>;}=!8${U+qBM- zV3%TGmny+;B1}VTq!3Za;~3->{0Q<`d>#ezHqjZ|dpc?Qm~mvWq|-vd;*vJJY*+H4 zb1h^mQp$|sF7eZ*uJc^zdIuW~UbqNR#|m`mF!~l8H+vmWy=^*aK5yEmxue*l`)$+7 z_IdxCqNQ*1VEHsbHhq;@R?PY8YGZA!escEGdkb%P?cry3r6yjm;ODL5rw(1+mrvh4 ze9~3p_rI{Gqm(=}cT(TGAMd!A>|C~N+!8QDs$9InhYFMQ0SdR8O8^ z=;V=wREaXi$Pe*!;fnQ-Uh_fo){%zVS~2J1#ZU3+dtVr|U|99aj>Tl%)$=aA>x~XJ zOJ`v2IA01qucI)2X^)@16v=DN;%9T+kDJpd6=pj;k{Z@75-*m=iH-6Mah5FC8ht%| z19hQ6#t_etz@X4XVWM)G(d20gTo#%q%u}Ws^E~qcQ$yEczak3y72FtMjCzGOmzyR` zQ|D@GFvd%60III}MknnIq;E|xbB2ne%*T#0){#12_a?DeXFi&556dtjpB!#Y&d(>1 zGvc7>EH0_-Az>sLQbOXSvu_URc@)r!9x;!G$$)k;c5!OfSSaJ>Vx&1~Xok(rLu@bs z#Ta+6Kv*6>7+NCs_6%gg?I$9`?ByfcX#qmAn63ysloNo*<_!pvuleQISks3ALx%=Q$%YR%`7S;KZJ}U54R|bB5tg{csqL4eXpIWkb zM|PI*%Z;N(ZOYyESoZX-L;H4|<{m$M==DFp{@T0LqFM`(@Cx+18+~XFtMX!l$0@#+ zAHa|1r}ImAQE|(Ptmt01q9abm4%T5vRmwKYST0IKr|71u?`f-pX*#MTdSWh;htlI=P6>!JA``9v_ia= zu@h!xS(i5#SwyAT;8jAg4*bqnx0y=B((tCi2fK+K(XG4<*`zlpCFf(Xeu8`r2V|3dqIQ-V~fI-Y$z+-FFYbV zDf~kCNLX}*3&ZonN5gz!_>M3M{}MRB5B$hRNlYI-+`uL#27VKKXKY|PP50m~U!aza zo)}JdEymp^7R)Um1u?(GTe&1GKJuv@1NqeSQa0ja-5rGy94QW)-cW5dJ-v=a;X_tQ zr8>;sRU1ywGs6jbR+#zXVK&Y|_d?(ACs!aT_st#_!6>eP3+;~8zgdAR=soHA74}q% z3TwW&NQp046IReH6?&D52&+M|w4%1T`d~HbSG}s5RMUZ=VidAWSjO)OtMQ5TzARcV z#w~@kZVASPiDDN+As4H=E5YKw)MQDsSLird^w)|6vlKa3(NQ~45bl{Dw`p29tn0LG z0P9TqqTzPBN+z?Aj^1=Jc-!gNZic?vb0JGsp?(|9Ag2o}T_vBb0``nq+AW?Ee3fap z;W4}hCl=|6C{oI#C>FXw5%=PeerRFRWMVz zBC~q+YSaZrX|$^8?1pn*q*$6R?M~`yd-eWNVmf^3+#?pV?zhu*%k?Xk)s_70mHS6r z*r(#o(JOyB!QG-Qp0#3jAW#)u^U}TJX1%iV$b0zw*qlYv2A-b^l~iA{diX`l%L+3W zUq2&s*~H6wr(y+OwYcWO6%!{sa`|%hcN~UbW(%kHAn>v0rtTIBQFM!n_(f<*JZ{CL@ zbU4%>tR)F=fKJ6aVTL`v+Kd+$%ie&7y#WU(FgLUxstMTsOTach0-gR#pd=Kejz)xe zF+t|P1U+n!r!$)^$dp&G({l;>^20s(QGg(GYlGHXAE3!{L3}WXgTo`VV@s*i5;+ke z3nE)0EsmvlmTQ~5~Y6 zwi221QBE9JsP1SKG35o>9r5ZR&qoCu~zI8S%At!=nE?-MgsXDS?6m7Pnb*;h|wi$ zC@9ECl|?M7NKj+}6QP*RJFd!naM<|ZFmNTcA?VXa_tps*6}jtGs?v0Ky#ju3txO97 zH{AtGoL{OmI-|sswWtgVW@IWwCABC31+2Yq-cZ)P7A2r?Y2~O)Nvrj!PQ4giq>jVm zNTWPnnU1HES@JAp8M+oa6DXAqQPQCBEkj7boEs)zI^lBSlzSE&XOp7$43XKVG_FXv~J3y)3pO3bYT0f{$ zYB4H*%P%UAAcvqABp&&SidiM5^&@jKslovUUJY+0%5;%ERqaj!NDbe_P=^%!rbhapz!JuVAa)q0F{u8W*Q>!%AbOq4!LDSwjdkuWaQb1_5kaTCQoK?ST0)x_ zKy;JBE8DEnoxUPh>%4R2mf|_lg$<1-5W6G!Nk2<}MgQsK__JrrH}{J7Q`@)LJJ}-n z5o_1?Y%vaeBpUGE!?ZN(^SQzobLG>nxs_~D6tIdKeNz)y!@)R%38?BZ^VDHG{Y?1f5+s=oiVzfQHA9dUzn0lpvum0Ybp-I!uU^5xP^L?@$% zlXb-9?lyynb^JCd++)MxQ-D!71WH1!Bf2>)bI!|>oZYS@&4i8b<*K46(zV3EhP@u_ z8!Ed#w67}aA9P=3{YUskkjid4mf3-kH_(R|lmlujX?1?&KbdeuJwSB|6)Zf~WwAe!bb8TM=CQ zpB!O3*;Fl?F|xZKxnDZw-Sy1|heh1A9ZXNU-$Z_tGvCIqTx`KddspFTWarjT)6m7u zIAZ=WBYZSy^cq%SJ-NFw_`S=Wb>oCvaJ<eUR{Amf~PBV&Rk%VqG$B$9! z<9rS|Dm)4taad@DQ{^AmNuOKqoOIOwp&zmA#cC_3>Fvp6E3uJsA^gI5MKyxw1Q^U^ z+<>5bv<@$hkj z;A%cty-lAT`Rs~L9`3BUY`gI~!frab5{RWP6R_qO8fw6N#wyt{l>m^HYc>3;lpt~hDG!tU;dX)$VW zzt)Kk(_eQw>b~l7W}^SqV^RAaOqa}~k>9=2u3`8I75AZ&^9Ni?ss@Xy9q)rd>gcn! zn=LTDqT})DlhN4%EQ}rnCczX8)+iDMrU5od2EhncmIMV&926F&$QY5aSrA8@6O=23 zj7$fW<(G*x%HRziJthQZ)vTdfMO%w3rrbPM!q($!zBjVZvXW*bc*k8a3-MlA$+Z+5%)!K;HaYvwzTvp>7c>n|nK zNYd&j`&SvTvrd;}eMv{dI=)1JE2eTiYyOB~^)pB@Ws=gaynDYb&(wMX-#XJ)JQ#7H zUja;0lG|z^Y(c`bLuc?iSqvW!0qLY=%&6R=p2RWFQ0r84K2@-qhe4UYEPkw@3*XfF zUadCu*|6O&i%ez3Nuyr0UFrclOjDLAn`=R=kB*5)m`610aWtH|s|W|I@wb*${lYx2 z%x9Jxl_2Ku0MCeG5LV>FK?T(@0%n7CCHR#0V_u)|5}pWu!OdV@T4>Uo_NP2Z|DVjW z{oZsXg8?yMw!+Y^Y=xwYc4G*K{!OX&b@@LW@`61@U(B)?hh$CsXd-TVg`+k`-w0UA zD1dMpZk#GtYN12+IXnc7-IC4w!jginJU3rOyx_FaqdU?zNv6_sBlUzC(N#|EeshQ1 zf+_y8+7gZp+Ot^uNBqfzc$E})u0H~1<^H8Jl6+aA52?|AEP~ZwZkdV%QWm6#b|D)& zKiVzDZu^XfTn8Ab8SyhLiuI*PYKYsU`us_8BD}7HH@O8Ogn}n?&h=<3F2P&#`=>Rb z9vC3T_*!Ki20u{M`PPwEmu0k}x#YgqjFPybj9S&9UdjjAzoID083u^YLHZ!A1X}&F zPC(`*u@mjevaGda+v1dX72b5Xl)@#mEt=N$)TBIHJY%yl(*zD;H(^sqZrWpR?{&zQ z&~DiU7kKq)g;aq=`YtsaGtkU5H*)Y94G1({j|g zZQAMO`}om-twIXyOGwJQ=*@=O9jY|KFl|HiY<;O7mIzPi3i;Ia$TW`X${dL=6ygF= zS@yj>t;V^up01uz_*G65pZIh+gs5*+#IBov7!^TqDh*!EX+0 zoo-3TcFs(L4r!iW8znOsSJ=|j6GZ3ua#VMlM;o6QOXM{QIBZ;*2JP1J=+B-(uOY8( z3z!s}Xb+fu$h@8lsYiKMvZ>w}68Pd}eJh?8h3BWX zRw~T#WYiXQZbB|#s@nx%kRM0W z5O7y5p+-6oM|52@2*~EPhH$qL$9?+kInTIu#a{l62L4gpsd!o+nTudYdv8>#zJY%w zx&h^*FxmnCxIs8Wk{}l4Wyn$c5>KLdK76I)y$MT}z0lyhIL>VUE{!7mTQl12y{ZfN z%PLrm0zC6^g5{^lRO1HK;fY|(x$tdq45xC}WISsQ)lFWdj>&}&KuDXX)DfR0Z-9I1 zWk~g|E>96W#;OUzO->hw8uf~7O(5iB6Vun7^v(OIO(DXY^kUr}>zuWU+`-@RwfyHE zwiiewdtF}8Q!|rQHD?G`0ilI=o+!^$>5Sz<6+2a+9o7K9YQvi7nuLyuRk6gPe_i)R z?v5lvY@~dinEUTWs|tPbOl_{aZJe{JPf*``c7bAvdG2=-fntq$W6pDhpWy5dV7B-! zaxFsgkl$;25O1CEiXVeNAzi`+<0hJ_ExoV4lKZlr;eF`F7vz=d(WRddF%S3Zv|qb$)bOkSOoVp}2pSX49-I7NRxbl8jE z{yqC=SBfn@$Stjku!gZv!7%nkP_I%?s`ndb7N2sBClXX>);-Y#ctP||us&4dwIAi7 zeLvPD!ge*ZFUT?3g$4;7;&m_9SLx}(JbI&6IC|*X&0WzwkF!SP;pL4j&%9^KDGp&C zGk|FhKzT+0)j;VT&zU;7g*$}BT$$}rU`gHv`IX|yIYX~{K3~7+TkMoSd&&>F!2BB0 zqu=n;#d^dE)BX@rVy3KeJX~*wP4C~n_BQs#7WwoRa#tcMqaQ_hVl+teh|U8s4#6PD zGt6AglZ!RfYfP9AaW7&zq>RqMu~ipUt6@{tl(F!`cF_F~e<1EH?&#Z~6&p`L?k!?8 zt}mD2r(bRnnZtOk=(rUugD;ub@dwKVihqz*SFa(z5Wr+1o5X-zs6WM*1R^}@Np6ST zH-h7+KG_cBGiOU8eKy61_Z6fzA!#0i%a?Sbc; z+G!>fq1Z7obca7|6u0OdeATO~t!Gy2=BQ5eGLu`gP4^RE?Gl~*Twjft$pO=$|FoFw zulD%F@AL6{P)ev3W(3N^qE3KpPSIX@+o4 zj$I|@@22(naxg0Un;tz;k?G1)MDUlc*qf!*ss;E$`%2w;FDY(=#jgZ)9>eK7*t;I# z-y0_?HUv6Ff;M9FQkf?Os`~w2?B@+tLh$d(vh{xGUiABv*5-06xmx~a+nM(oW6j31 zeUuAqQLE2ndQLkqggU9JO>pADD=Lb?*^AcRweOnM1S{dOi?h-~d zl_PDhgooM8)S`YCvsMplUi~K|hUN*c8T0^s-<5~RD4wD=gbwT9?jT24G$25{{Ho$z#stIC@zQx&cu<89O|GY zKJVn+V@xt3mbnMHcJqL37WWaJOKfQ81_3X`@dK$l?6GHRH(H=ud;hbTD!+KDpWv+d z@zgNxpqtd4^(s9>&B@=c%MtDNm*rGAD!)6)4w)kryTXa@R`OlRN`})BkrSIYQ|4ot zM-OYq*QT{mm~E+#l#WvqT5QwP6`p099shYjYzvNC&t1LFJh#c)YT;rhZOr<7bx&E^ zSvI*GE`~+*1%kC|7a>u)SQp10)`>g~PsJ*WtN2G&9mq#^v%Fm1K ze$Na!r6^w-8{$ULZ7Aor!Ga~;TISwb|K3F(F@U#XqVt$ z-K|2M6K9?mUx!*1xp#=V2cqF;f-A(}`7>{aUO3-7B;bniBECPl2fd}iT92Xjt~k%P zrf49vq*qO!=uR5R@w0TopECuch_E7jIh=DhrnW#m(_cEcO=6NP0vYay*;OvAR&rrS z&IyNlT%mm_gx`Y=26DdKFqYEL5x+?o>5Y0GcDFN%KON7%ObDo)uDr7zwfkDu#?sEJ z$^6`K`OW0byh2$32rJMpwv2m#r9ADnD#8*g1-d6vi4zl5wOFb({3JR&V7^_y0^WlA z)|g)^Eo$|P{Du?GJ7P`7Y1XwOpM{k>^e(zb>J)6!GYnT{?VyG3_U_eFC&`TA2k zlzWAQAwnuz^3xeah)a%l%meDIcz$%|M4S50B#h z_j(uIDZy#ji$%XM7hU=-4C*?icJY^++&;li)&<9UCq-AV*Cn}<125{j-knUO7$wco z6~N$z3)>;_k0<*6c4C>Ffey8e0}_`~ebUs|3f#zu@TvQMux~`AAj! z;4*t5S$6_bA2v!|0XFDW{BZt(yz+=K0sc&;Mug2wS{dG?pXh&je*0xI`Y9zH^?Ukd z4p!h}|BmSaGa2z9n_8aUI!asemk=Ay@P6uQKT~8O@{`3M_OLL%IG4(lq_|74pbfu= zA{x|74tbTRQJGSJcrTI8IZ;@QPn7dd)$R~1b9^C8sk9B(=SMkU*he{Gg~=YZUEyg8 zbsu`CAF@X(-VT6Wi^n9Y8sUI1ZraAH#E}A>9aVI<}I2tJP zN7r9L=eAeQR6}}j=w_M^{e-`682$0g&d0jdgDulHIae0R6$PL|JQ7^I3E#ZoPW7gc zzJxWG)j_{l5tQEY0V#E16~(|*GDb-KJ@C=&*Haw*Yxic)^c@7FYO_b z1AYPl6y`GxJF~fU1K7JnbzAvjLhR27iiqpL+a1v=u_UqkZ=UJaJCF^4i@Z%G{oorZ zK%pb?F`wFf&NbhW${1}6uGfy#?_#AsdsgP}0voih=YA9Na&X%TN6soAVVij8UW%t( zy-xM7^yzaZ)qduaw^!Y3H&nEXL61&&35AcQXC+p$&dJ1`?$nQ4+UpH@uh1)by1DF( znnIzn%G4z?0%`Y;r29GfSI4?RzX)rf=b>iGBKBS(?u`tojJ8^Hs#koDX>=hGB-<;A{*#v=Q2Ui0B~k zNZ%+qKriTst1gF^H*(^h@3j_O4fTIu8}jZPkQNKWYQh2v?FK&RH^y<>ptF!}@e>%U zF7@j87_`3k?+$x;^QDSXGfH@*b>i)f4iu;yxs%nXFhKA1=SHO_LB)zjCtpGJ%!c+_ z+q}=b!d>Y5G;WJ8wLAJMc*atx=FMZ!v%7aROy^FdFDVg=v6L@L&w;!8O4kr;#`7Y4 z)js}`fm|`;4f?>-o>GHtRdJ4YcEJn%{)=X#pXKc2B`?p>Oc}ZuGeCJPDS=pI&{LWvaukV`zhwi4yP7gW}A@hJxAe5 zhqD#Ziz5*Z#g(s8%gks&Fz^Myioi0`i*t(Qsbg1Ig@je+7BL(PC&Z(^)=e&_osJ52 zh=z0H3ump(w7!peA=V#XhP_898$IhAzx(8XM|zF093cjikJj1NZ=*a*!!yx%9oh49 zda>|R>7GCKyE=h#9Mp6iTYA{c3D@#7a`;aVLx%DG5ELb;!6g$IL#hT}3G=ShYZ)U_(IhEF}!-UT7>k0Za z@86UB7+siV?U>WqF`aMx&c@umgU=a@0Q+`#*v8$gFuPjNKNoK=-`$jz%E`~a8#va$ zKk>bDH*|!ii(GyD3f|18E2XUeN;ANgqK(JL;45*vsMp0b^XCeadEdS4`^0>$ z2LaQ;JO1_JDJzW>9TUtR2R!C{IUDn!Pblt@&J@4qJG-`&3*^W(Rat~F^N-O1f9D>* z?bC%OzYH4Gk0caz*5htYn&Ose#sSXgrBrb%Sn)C3;>> zoGXX41Jw#=HQ90?i&s{eGnqOZ7M*IUHxZg?ApBF`&WeaiK7-k4AOxuWzZTx|#rJwG zfusA01?22hXtP+KK3^*A?cQ{p5<7w=tqH#@?swZ?uJA6f6j&3|EueSvH9cq>OBmGF z%F6wWiJgp@08~+uHz8chk2v$LfmH-59yC#`NgeROKlNjMMce^{Ld|>Qz?Fxt>}UBX zqO^v^9N+nU@t`gDWE;sYX~pmxf;mu9pP#LdnHh;6P90pV%>)Q6!zzc`jbak4mKa9g zPJF<^j1DR9x^Iy;$}z+p-Jyv|EtaGA+;)&VMrz5?v*kH=OEuf398J2cZ8H7dDK9iB znV9L_kZm)aIDRbsl3?21-ac}&ixi5m_?jjbeBDY{x-VNzGG`n1Hd;>TB7&uM`y z6;#~h%x!6oWpoTV{d@d-oAc-wSF_}dspWOCB_&Jva;U5q*bm<-Kl#Qb6WwDE^T6c- zJOU`{fI_0d-uORPV)tTEDxc!GB=9ldl_DJ6pj&78e`3_*oorB*{AR%_yf9`h@4-#a z!TF1q92VS(4Ekz*S#A zmh^0N=4-NBWut3Q-FZpWbxmGtD9NTm2+O^WhrhpR}L<^T~ql z!!PQSYB;~<2^|BddZhi(leNbPHMq9rn_U~lu6;uO@_~)%pSiE3`gV!oU$L*G?)6-; z#EBW)3C|)NG4UPXlCXL=`WwBpMI^FCB-=iir4Vm+un&WZn1HginV?nPc)g`THO&m* zC1(@+lTfMsnYD}>o8`m#`S2l$p%S9`g$2%GQOD_^d1{gNJ{x8t5% z=~6nN1D>t0*?mPpe@8S{e$!{}uAK^2&!)w_ojAAox-YWl!YNo){%6Lte*2Xe7QA~A zZ75u3B|Lk=@J7N@swDOrNz|hqmdo4M492;Wi*Ap~UT9Jc`Jr)p6H`XIRiBTvo)BHU zgjR;EPr17yg|>%odva?SUSjc@rMCti-_0Y0?#6l-suLJ@iq(Lz7J~F@+E=!Mfy}agw)QiMOCnxlOT4jHMDj7n zP$^}{6QuejJFW~?|C}PkNhpJ0^b%LQQ$V9*BJq`r>L>Ez0$A*+ODIj8k&tY z{*7uYrCA!u)wzyvtI39Xi~VsCIHA$dS*R2C4qFio?H2{D2)DAfa*#t(K@*x{)LD+H zG&Ov%B34ued+Cfq&=J*5#wFDa&Q{6iTD}a=>8Y&QZc?NPw7e`Xv!GcY1+!q??>yRT z(9h}daUJTkKjDV~X`CO&k*b=C85lG&nJM@g8A;h)%~xw)g7HVQzN${G3u~a{(XDa! z3KP}8&(HZt%tY;Ej{1Tsy>hWv2Ml#JFqhCZL809+M>*;=1oFMFPXY-vnBpq2M>*!W zz79zg#bRUF-+xscZ#H4j`pIb*^1$2Unw^w$Jn#O19ouT3{ghelE~>LG9lIz8rcrVT zK?dr7mb1;1EmWvvHDVrAXJy- z$c5c@FVEDuhTMY)^F(!+Hcc{t?DAy_*%XmjwQKn@?9yXK<(KtljpG5R+A+~&13Z1L zxtsz#uW6^>cWhKrLVe9ocRAV*gj$1bwVzK(DY)O%iy)J3q$+UWB;!Q%N8@OBVD+NP z!W+;`>*QrLCN7vw8=hx5bb@ZbvmMwyQ%xF&rKBl&&^AU>JPn4X64BS=!X$h^bEzp1 z{!etIzofB$(~D`n3SAM&77?4EZ}I=#8iQ4RaXax?`F1Ub}qnL0NGhglJ<5k|AiIC!uc0A_P?^- zIDjCq|FGTua=`v>tXy0`EEzix69!BG!EQjZ8XFrM91HOCm(Kz$$ z2aXj;MFYC~3sd6&<^hRgY(N|vC-B4#WS_xtv9iLk|0T8kRdE7+1HS^O`3uPd(&GN& z(Ef^lt+;@`{~G-(^>6dPIe#nkPa2r32Xq3&!u_N9Pw~G_{@IypZ`8Mc!t{UkqW==fes%*YnbBga=o!9JK7q5GE3=>iFpBCtpn#_Ehc za!`=Hg%~9AG(j>#)a%zSQ)Hpds#Rj&)B4pqOC0jDSgDuXz6M(q9{s5oC8GSnI1C8` zfj6eIq$$(IerPKW9^r7D?rd^sp~^N6CS>HUu0w-4Rkk-ziv#vBlVs58a^iPEq~_c6 zLdP>3WmSOVeKy4kQ`~ z1X5X5RYbg&i&)(_cfb@U*ANzYT|KEk~F97kshwf4bIEPYg z_cPbI6*tTbDhw1f(8x7Vcs)fvQCNa)8gmHJ{hO}Cu7q>xlDs$lMiVa2Jy;k-7+H-Z z!13-Pv)&dv+WuFjMcq9Pm+jjjDi@jC-nACU&CFAj=fQ{XM=2Ue2PBEMhM?PFM%aN= zIM@(i$h%?kI)qf_^Glr40e7L#%~X4Mk~J5IrbIwNMbyt?sS#JCPfQYDo&ex)n&@0M zF4+$;R|vgB%xC+uW@T$`QFhQqu)B)4(FeH(g~tzLRzlbXcQweO3G>sVR*Mdt%@@xY zk`8A`mpR&|pXR4w+8}947X;Na2*iY|@U{L|($e&bE1mD;rh4Q0`?`f#O--kvsDr9% zNoe>w+=arFWj4IU#?V>rN*Ws(tf!=G|5-8i1NE7GnUcF-{1F2E8RDsnTrE|_Yq&yGWp_V3 zYPljvnxnRWV!=9=;T!TDgE}&XxVD_Eidws}9+N71-elFfIFfQBT1Rx02a+14lkd2l)d;`Ji6z?00+=Wa{TGMb5pMz|B?a2g4!?J z5TRyy^jjR+%tpw@9{scN+Z?+nA(BjYw}J{m^zR%m^xShC#qio6gDkj)g|~R?vy=!S zif$}pV?VHBzx;HC{ZjBfNb0K)!Bb%Yr?UF{29{25TvsHvwQ}H{8-;!y+$BSyIgcPC zEn7CfBSW0&3Px%Q#yt%!>1*iueQGdZmYCi0*^mUK)|Nu;58VdENX;YLFFsJ}RvC9C z{G^=Z+~m~4v760obU+ywY-W+|#iHv+*CMgvJCQ|}=-H{d7uFFnRMVGZnF9=(WR6MM zR^GTd1QmbKMKmnFPqCfR3wGfyy+6pmuFRrNm01K-8cGxVR})%rT~>rTC#@u3aXsdr8~+NhpV5Y zITGyqG~Tu2mW$qcchKmamV4Oi=Z(^CZdk3-Pdtg&XIA2K-^0H|t7pVv^;>B!3)!bF9WIuQ{?W?Zw$Peko7UH;v_}FjOTvUB1a7>{9TaT(vxppkoMww&ztIg^-RGi!!;}22GE?8yS zOwGvU5*T~?-I`?{H^@0uivDZ*apXc+?54-@ZhN>_d~+3RiFkS8_`_lf7Up%k$YxHj zkOGJyazzp(FfFJ;k?sRk(m;7$%4w`4S9KK+UMM_UtlCD>G#a}%8hC6DiXl8}%(;nv zOS80NnQ`^#;R7%UEiPec_pWSaKl95Yo-$6R&kv(S@pEeI_$+S!ji)Y}7gzyry;l;c z#hKb_9p=;S&{C6CM!hzEJ}_H8D2_AoOKA9^K?iS5Q8IKY1k%k|M1DfR0z%9Vh`B~z zaVEAnb83;VC>6VYS}LDx04*IGH>s5HFBsQwxg=)tv$^FznJxag`VQvX@f+>_NrKc& zZrMaUzHfE7Y^Co)@Zrnr8_lZcepO_iLtp(u3fljOX*&u z!(z;tL%gGYl05T5Z~YR{WH!|ru8AYxuwY+IB#Tn{b&0>f7fp`_&0`-yn~_+E0&V6d z=L4p?Y5eVen$(IJDM(9G`>x+(S9CcE3xJ-{FR2r;iUQhN8s9x9$vz25(r;8KnUGSI z0|5%UlIvj}UGU9L(8F*3REn6d8#pRy?!jf2{8s-rC#UhopZ-OvMLX5VkExeRI-*6p zE>4-vl2pi~bIpLq$FYpY>(G;v8Be$zMa_`r;{vI()M= zG+~+aunvU;UzmIWQ|z7=7mP_0Q8m$#XD{fkaa*M!ZjAL;27qmUk6C5t?AO=|vmcN) zRdgS$8)6w8k?FNx-Jd(m76cuF-1IklBSX5@g;@uiO~TZcKRtqKYCTP3iFw>*Iz^5X zi;{{d?9<&2jyEVrd-I*1vnlE3v?rNgdL(RcnI!?XPz3x(p@G4@>4q7~pgS|O%vzh# z{e^|*U%mv<4qo1w9rl4HJxm}~yL}!bo^86+DyX>IKnwMJnq1D=i2JmX-j3FK<@1Jf znmFAZIAIJD&TfTfKq;Hsv6ftpbKJ4d8SU(ddL2aicH)o)v>MA^~I|kUIjII#wQ<30PS<(>7g_A^zcqIe%s{)%<0K)WaYx_aX?r06bhO?PpRBtU56 zfcy00<$R;3cC0<0>3yynuu3Nsz{jd|6TvJ-+)27LKxqFBJj-N`D5L2WJ_fQtR4|eB zi3B@p#%DfH!{4STmE4mRPk~R8?|Wyn%B#AwWoyJ|jzn~swFZqNH>E3JyxHLWVY2B) zW|G$H2MXI8WRnGJOe1uw^)?Q9&X~7p)QAXsvP{H-Ng~Q2_B1wuJ7t#!YQyNQ_p)U% z!@Sh5sgjUG3a&Qogn>3t4tW>042lxw@(5;|ng^rPD>^%Y_o->Mjr!rmvMGa4n84_b zM=m$(bgqPNXnaim+!xNMPbdZBowHqp7k|#~3os|BCpcd^`#dEoD zR-e`6t`n}DssSz8U6U5F=H~=UDA)m<<2I}if1xqReKrR=S3ZC)}2&oVw9gyh$^ zzn=UocecQFfFz1+M?qUoqD39}O=rl`4bFHhgorq9aLm%r7sdy~-Jt;v6k3wx)N!&{ zoy_;^iZf7LoEnB_$^^esLs%jX@g5HkS~PXsTrX#8#q(#O$%-{WT^?58vT`d=F-1rJ=;BDDKxaAR zw7Ojk1V!hxi{H8C-oU5CRIt1fh6$g4sKY|F1Fn7 zsL2A#q6zt65=rt34Y%ba<7@aE@s7V8f8^pBIGz6bCwjdiK_@G<_wWh(yoieVqI#>* z$d{y-&19x;NqVU??#L;8cnkz^3`Q;6XoLsmMZ8>D&OFl!&g7z_$z)`_H>dgvC?jtQZqQKRxS262ZWFyf+q?lfy!` zyhko~u(~?+CQltTWo}4W7~(`_CQ}r9>E+n4o)A1~&JRNsp0mh=OjEg9sOp@7M$&Tf zAF56?D?jVqLRV>-a>=^DcZ&;9p+|mfux_Hi6IQzjVnkQN2HPwrXpc1SH!?RXCo)3{ zpyEwng?(;x+~2zMB4VMj8u0t+;<$hRolTsnbe@mrQ&kvdq*}-+9V7NCMP~1}mY1*< zrA5y`51`Kl8YZ1m-nuELUk)}e;y^#}= z!B?|u%8(@-Q>VSu_>1EA$gaEnM(3W{>WcDAWsc)ve*@~3^@DWxDLrk$aH<`$)7#Ny z16_BQi3t6(F38mO)Dpd5zk|5>!{GVa0wCK$3c_dvr?8CBhVC(r^sR;n&Bq^+MIPD(B+evsB)5Yb56%9KZJij212u8|zCwX5a=lA6r{VfSx<5oIx6 z4(n~dDFRmZ9r`EL+Hg%<59}97OzS;6N4(-7)`?)Sb<-<*%ZpozYagj-IWnCl)r=S^ zsK+xc-5Za{47q_$B%C=8|2~kWzHd!^C@Fo!aNQoJAzY#vpE(m}y5H1S5mG68)7f14 z627WbOp`O&ct>>WdaH(oZ3{>jy5*Z7z6wTU*^9tJOr`Q&MOqeB=+M=`?OY`3>c=Q= zq8)EY#NkehR|bI(kA6RN;}u%Z@0_aC+A9Wl z%B5eK<-U6kUhMs9u&j7bqqmZ0=_(+Hb!h2o4Crd!Y$bkPn$O+{N7DUmDPlVa9pemR z%=pSUXpDBx+7Hs{?;w5a^;|xXdM7MNoGv%K8Z zw%qbudKqJ5X}0f6V}LTjHBGdi#B>}q~{MmLby!F9Jm;9-+F$YiQCoBFdz~U_y-CtBx7! zrK}rQK56}P4&%~&sY4>$VmGZ#X#gqtY2?cw!Fmx$NwCM##YFx3*hA#AkR}hFE}fLd ziA5W^Oc%*er+S?7xpaox^GG83YV#z;_shN6aXjlvA$bEg1T1Gl-=7nA*iHImdqlK# z!Rb;yCAXySM2B@^C_35fMxZo-LHg1&aAHOA_X%*sN#Cp8pT;^E^;BO3FtEz1Nq7!v zJDLSM4(b!^WnQsm*v;5(wW*O*H6q;x@!TiCh1_)cJw@6|x3R7s1L>K5ceo%=f@}5S7 z`%4(m0W@h;B52W8u^(&ba6_fcYVv_Tj<_u!bHRB*Y5Pz)_JS#kI2rQOGu6gi8BwFr zM|2)nU`vjaJCk`jpwD+`4-AFi+u(i|xbq;O3%C)YzG4!n5EtGHwh4-6Yq7pLDM;w^ zRBFbEF<8h0mOt@`M0wuIVbqeq#6sN-+qMv)U~P1UQ zIn|Xe5;CiIfyKk57hvat#4kYLgq~=?@)>ao@_l{5j!7Lf4B&?jE1rf=#k7p)|NTV( zVQ@&bPV^>R?M7s&6bdRLUIg2bhe$)L)HJ~7R3M`C(y+7*`;re|d*Kv?!B(U_T`aVL zcp`=1x00A)S`*Rkd+=?^9l{-^K@k6GKC>!+aLf7G7K2+5bm*>OpaTq))AMQ(fQ31` z2h7=$M>7^Pei zrbCaM;519|nu0;({%FIO6770o0!E#kS=4o8KvBqR!^n7Wt~?P|XgUjISFtJ%Ip;)s zLIp{FKg$2E;*Yu^a?8V9Eo4&fXElP6AGWBzNl&1cG~!n`$zc#P;D^KFf$-)uXMiv+ zsZ}0b^x%h#QXcs!3-wJ}@6YdeC<6%PvUPS3K20QMEwy& z@Q-C+4GlTnfxyO5#~B_Rro49laI|{95hno>tM3_swu~=N#A|LKTZ*Hc3V;B&^8lwp zf+Qp}gRs%mI`O)~tF!slN6}C_hKv+Z=`=e-eiA$BZe~WIaI>4m1e(iWT^{7wX0hBE zhpzHDL!dpQ+f57h0g+j%Ruy=HVuRNhd z=SL-E1*cNt`%&7tjt#&{qH4u7nl4Svm|ph5e-~|qlsX|IB+EyXjt zDe3#2CxH?Xfhwryc{Lm>g6>L>Mka^fY4UV}MlB_7f+|z`PVDaDLujjH0{@f{z$S+x z3QH5FB-fIpvkMD)Vs^mm8D@Qj5eSLP07oX%x0j&jL99f<*N{#(ghULgpRmJ`#}8IGi=A^TE5{3YirI+oV7>%S6IQwQ+VKH{`xN*kTln zZX30hfmy+*qK>F%ae?_}!hj#dYev?RIh519O5OpqbqnG3(ckc}7=ugVC1GdVNmYDs?XoeL5|Hx8k(@iufJGqutY$1Fi2$Tq`3#VwWYZ zM$X7Me}HGd*5sXrUcCeT%`lnSm^`7BLgLG-UadAmg$Us2pyBp9QO+#=lL1tt&1F;Nu1%E^{@|iaxg_a zrRaV?W{cD7@aVhU9eGQ5NZ`MIizBMPzwHn0x3yb-_1SXb6Xl49MLy+jr$5}Lu$bqF zFha{c+K1QYt6gfF?qF66+kqF8x}@zSthJk-I2Bknjq3^5>7B`RWg!`0?4D z={CY>TSn;0`>Gyts@smZ=4@vyEcdZk9AXn)gx&iuy(2Rwv**0t)J|~bOztxm$3E!J zdENQT0LkYyUk{Ws2gV8GWXG=~d|EwqPbT;4gP2+$ZBK?Yog-&_C$TXm z#sG)B@iV@igL?PH9TWeVSzLSKAcF2nXT(8AD)fW0Jc66Cv&3L$@VS9Pdvx0bF4EPPX}tN6D_XM#h8oK1S?Q4MDtRyfo8GUuIq-A{vi|5%n8a%2CKJE4x5|Btq} zfQoDB^1ed|ZXvi6oZ!&71$VdL?iSo7AxLm1!5xAV+}+*X-66Ptr@8Ml@7#CpdcIk+ z)-34L-BopV)!tQIP}RTlKO4dNn;$<7c|Hc#HNUf*?&oiNjneW|*ldp6aC@VB$yax@ zWGg^a(P+p6+;}q{fz}(iPjyQmM~jh6@)i#zq8(v;J@E*w)A2J z^uAPb3GD6x@V)0|!!!L(Du=9jQ#05T@81r9Ku+21GLnfwCZD+;C}i&9%TeN8f$uZh+|l{*C9Q!Y4|?9S%6${jkvWZDWXZ z)`oY%tJ_(&`k?(-Dnw7NOk0EYxPBFR=!*ZB)TsGCeP0abK>qc8@&AN-QM5I%b+n}u zw6!w&-(p|D{K&s$Uzh=c<3HFJ5D1KdFu}io8UUuj3<7`_b|xT=4Gg>h5Cz*yDhPl( z*a5}`OfYBzcm+@ho)s_zFcn~QNfdQZob}+lb#tMRG1MIQ_z{mds zzp$}@;8{W7@7950fN?euxK7|1Aa1mQ6X01nfOo8%fGrLHIRRP)%;5O<)1M0GDS4KoWMKG*E^Su*k>(w1krt9t40q0N(~0g;~+>U8~bfH%(GVj zeIshayZ8sH>#W>@z+s(m-EeL0oVk(mYs%E|+@tp1nI|@PSxdee?Mz2p4SqUtzQ-;k z3Cs|=>x0e&!x(^yUCXCfBmVAI!-bTIJbs3}Ah{a-n*prjT##JB z2c*SL(Ury1C2fwO?894ZgT|EOk@9Vy?vwl0UzkOou~%T4k%!NB>scrRd729@PFb4^ zzBQcEr)Cw{yfSRxFg**pQDc`R!nogb%P7Fv!w>SMm46=;|4BU~!%^Ncm$O-Do=`V; zKAT}c>?)KN0xF%n`zyYIakI>c{3hb>sbKHt)Mcje^qP_{=`)t;it?X7s>(yogx2QT zJ2GiRew7RGUCp5O#Z9+H!T9bL+-g2e*sWQwngO3YdHBr`#}`#f1x_XxTH~gPxWWiJ z-CyQVHRLuIwNfm1=*#GY;0ZG}LK89~rn_Z+4NcRXpALh_hgMF@Y_`}Nw3y0X3-deOP0HMh6sy%7JP z%AY3~=#wJPf0%xOdFj793c>T)-$&t*r<WJ~S7$}yJI-(}N==`Woamz7G$ zpc_ThHW<2YzBU@5$jD)N@IDuF;H=+Sayf3=N%p9|k4E|SPOzXCwH8d*+2iVnFctL^Q_n2aZ)oSubL>9WlUCBiWC{%Z{r_QA+uB7J`n|uSzbs zJk+{B?AVRuv!qd{yeS!^%Pc0N+4K8xb~c{YKeCARE5akVo-7)j?6pVl=e%T7LZa-h5&B^;IT834PkMXfwrk-Okx$ z^wa@epC#90+BfZ%_egHPZc@P-8s3@@tM|(F+NBFsI(tNC(s*ARJWmD@7i))P;OFPq1UN;6!%qNzVk}xC@5sc9 z54~uzJPnS5URg_HK=su+8zGXu_AoX26rlf;>3Mc{H=k%eTG}7(dl6AoucRn`cZE-m za!*-(To)P}a~qYcS>Mg>u92N`=JzoLm9Gl=@BRecj>Trnz^{HpqYUD0HrVaqg`jBcpe*6X=7wn z+*0f9D2$I30k3G&0lR$rQ%6};>0Y#x3EM1+CPx4NL)%+9cr$lW*CQ5Q1Q zzdlei+R(j~66%Jk{u+yiXG~`3$6V9BS^fcm8gVPBy&^yE-B!Y}@WuUyTTreBZVMZ2DcR%{kUsCYHcl}k2=v`tLrwB+Zr?1OGTy*|CC_h z_@tk*2AcDM1Gz{5kh>^Gr)uWBk&Le9s% zAPER1K6}4ULh7WnZ!g%v8>DU12g!`oZZ1uc#1_@4tSxSpW`PNn;R0_-pDITIqB)S@ zV$#jU%x1z=vOf?Fw|rB)%3t!`(ksgi(>x4zK9fgCi5XO3^ZL8w@*slvvQT5%-Uhv<2`iEhOe%rIUpq$IS1WBlVbCyB z7=*$Rwpfs*EFc7oYEJw6Dp+ex`OhM-UJf-!hyJ-IUstTA=I(k@$6(e+myt5s5U&^w z`8Hgu1_RZd;Eol9OZ583 zq#V^j>}U~_D;zbDuJD(5HDOce5A9xwYi|8_QqdEln~8s7Ys|)_p7V-+^mVR(Dh-lX z(Pvmwh#Sd)ZRP#`TQz>o+>V5{z+EBdr%IcBerrxGZvm=nZI*g}>wsFaz9)HnmTcf8 zl&6ZK#y6WE=610AnDNAC@l{n^eTW*k(Df8Zbe;w+>AmBHKC3S z3k`UmgpDM`#)2DQB|#`gOZy5BLe$s_B)Nv6n1Mzt>r`Ba#5H$ZgyV{pBe7)?l`dSr?I8ZaYMO zXTX!ms%8+YG1VWhJYjga1T?I&uI^2TfWC?qY&vZKgPH6cv9(wOH|D173D=8 z%B6)=5~UdHY@Mg1wkX}Y1)z*s=#}I}y*Z~9;E<`QNNWWJaN6S1kJ7YH${xsKbaT=} zAA-Iz|0!frBCiz%^0+Z#QMC}}4-ef>qSK82WWo3MmVyoNniRZYr=lYL0aWwZ@Xx0z ztvN}qXC|Z`l(q41j2ww_;sHnRh_pS*l8cnaWhAokzQh$%(F;FFCc=Fa<8)g|jRV1^`7dhfP?3-y)NXT4 z^2#<6-rvIw=mzzTw~8hF{iv&iC{Q0V?YHV=*a#8>S?+Aj;Ya8@Z}f9F>4*)MG`yME zRK+D~D!2m};{sb`%ePiic%n$r5QRC@i3vUyl#em(Ih!5u_ARIpW+g{xi^IKP=%n1l zeM8QeBT09>z&AA3KJTX}t{Oqc$jbO_$j4Ukk05K+E235u*jHa+iB2doJYTm65?(5T zP@b|El0NuE+;(L9(wsLWg+q}T7pcaUUxOrS$Q6sA*Tw5AgT3Ldy;652lu8H{P78qp4o2oPa}OUhky5y)xkNRB7Xjws5_o<7JgPekHc&$ZEx<6isT* zZln;vGuYI~su4wmpr#D$*~ppJGh^#}Hl2J$v01!nL#Q9NJjGd(@G((JTQee}3qX2(69)7&3o9ZoD{Xu7}+oUjQdKWckh2|`ry!bxObGw9&haH~g3 zHV$Ybo$KZ}Fi7S+RIShvlCDg&nz)VzA|ek)ESSmG|WriV&&daQgI%)=ws7%qfE%^Hepgx(`RS6 z+%+kX?>dpHtjqGVP6oaJ^SGaxUzi&%`vU9i9IagP{YZNI zsECfn+gXaz>4WNNH(g52Hq0L9?CwfFTuUhqbRERuWt?LVjo%hpGXmwJu)DoBM8D0*2uB^14*zP9eGAkWe6F=7i(Nr9<#jLl7lqqY<5@^h`1EBAETz@!_|_8*b*{{ z{;=MNW1MaA1e?aXO_+;g6tA1cMLEx!=@5m91u>72f)!AA4K}52rB{ix7 zmGPdnD8Ql@m4g9u(^PwC$7z<1q6jZDgOglHKF|*?^zwaL%1ob5&q50O#llWtS01(wx1F6*3NiKAO~j#1-VC|)q?oR zolHVfm^Rg4gJ%7M9G0{cP4ScC8rDBCy7p8Qj47yo>>^FM^RU%7x!AQHoGqB}>Fw^Y zeQS5#k;Z$}(p~u#_*yV5#@oR}o&TKTu#xD>L}XHd7Fj=ZK?0QMkGbPKJv%s6#z9jx zOfBR@J+@UzqvPaYv+9CHz~?zu?va~&{AE7@QLEB&rb~BZA_PSzxQZnQ`50<8Ic+k= zsANnEl}U|>NVP~tXsuI(#1;oJXzim{8Q*eF@gIuHGP-ZowXNQmtmit(_Ev>xR;c+6a&rwGr z{#@)s-s{s0oz4%9>J{QX){-P+cn7!J(9?^NRuRTTRgSB&(i$6Trw zjx5ZPvHjpha@p!(aT1WqGOMn)aM#F$i|KKi?mzrQdD!SES;dC;eY>3pF?j)co28?| zQ&U>BDV~zeLh0tXasX8r*(`HOqQPFy*~zZHq=Ygf>tk*Oi^G22Z(RmI)hB`Bl>PoD zd%hnNK~{|#@gSA3SfMw{ilR;ztw%0f_L^*-paid$v+(Qj6i7&x=Q8Vs4M&*BhGh?! z1qs@wlD%$O5(!|UZ-_D-?kCk@K2Jd+5NKJTzNb;ll3gxKjWC^@Wx^6%ytBXfC>Je0xy9_Yg_Cg@jGynqB}f1}Z)aR5y=b&z>T%g#r+3M8&7?OfxTFQkq+(gPuBf zq~P<&T1K$aSALjZ-hZNtqDskrmeqwy7$Qp>2>7K6gC`m}skl@(im3Z-&nOTH{Z~=` z7>!j=W-N$RILUA*L$A2UK#|!aPSJ=8bE1SJQ3u9jKbribRS%9+d$68HN-#mwY+Xjq z{i&P5Z_-aeZvGa9d2TVTPbH~cR~S{+kWs}0Nnv49(Lb$P<771sr>;IV_Uk9jUM^@2 zFU|gTE9)Q#4NM~LdL_$>r0pRQi@145ryL?K09yRewOOU1g2+2%CLUFQyjPeboL?Ar zm&wXzA}2ne+wF#ib&r)3B=4 z`stUaC&-SqwIC&1l!in!NT~#5vPA8#U8}IAj3x{kP3}IrVFTz`v=l4#aWrgGiL`4! z`qUwhzK{;HdaLu0&|0=&>nZtvv3YMGka5uO2WiLb#H!? zJ=4=6=!?WxVj_)9i#tK2&1@AJ*h!}ga^g|Ny`4Q!bbYNvuhxJ&b3DYBH!;-EP0GjM z#6=sz#g;RXgveQ+k>h{7sNUt!{3$Xk(XpX0$9Ox2Q{B*Q7$vMr9IuYU6j7eQHlvoT zNQ0WSgrH9Z)(G0rm?$AeI3b$sLeG&&{b&Tv)$gKkYq&VQgbZhBYPyG7f_&Zj(t0g& zWZ>a@r&*DOzM{S}@i5EV9KP|hxDt#3E87dzx%TkQ#8!owc-idWLDy!73KslBe$RZ< z&t)*DwG+m{B1I}T=TrXO)6EF+3@Z~ei>vT(b3Y5|dByQ&kdcbjSwNNXDZQ`$NU+i_ z%FWvkK^N#(eZ#+F#Z_Oo5@Fi0n=7Uu4d&#(R6}==#FzK`(f(_|4dbE3+3=q7zT&&` zjIY4eT>>s{nj3k-{bgo&h6sOeIrf739i&^pJ=SC zYkh%skT8|}+;X_M)>vdrnv`&TVdtH@T~{zy20zW`4g>L^bgM^U<#Z1i7*iXp%!1Af z{`YnSg@85&bn0L~Z3wp}z59~=mWJ3tWgLcG!@J59cV3HkIaH_^ZgnupPJC%C+m9&I zr%tIKXKxwvVEG&lI%I43k85`(!tXR{?kldhjQC{7y-(N3*0i+Ue3*w5Qd*UBVooR$ z-L`7iqlzfTn=bTxoO9YTYp_!Y6V8bC9A>GUFcsXQL;qoj>J$dFb~>ItzMxT9>kqLuvloVhzVb)?qa6X6n()>v-x2OPD9Afw1?g zC)#@Haqd%QF zKg53BS(y=bi@3q)Q#B6W?(Ax_*4Eh=?aXV|sTwLcE)1U!Qb%#>iMJ!@UMU(F+3}UKsY#vByfd^*7{j+`rTt!6eIchaRaa$e)SFQQ zUouLft2vO__oW@eFbq(Wq7@BfJ+x)!Y;4d>=sXBB=(Va;C;5^+rr&QIZ~Kw=3Ffm$ ztOw)8`vyG`KXE~D$^{v&FU&P@q7w(gy7}rwN z5kEr;U+J%|W0piKlZLv!n@$%^jp1RF5gYSccgw!t5btuZ35vzI8lw}ZyjF-xXKbyJM;+?{V|#}`jx!q@85^CjG^W8xr#WI zsh+AIJK%Bcd28u?Wm(CfMsI8%q&uV+ZVa;Vnx*SJMitQP;w90vi#VOB$N$4?aD~>{ z=po#-Z17E+#DpukCdrS6H7u6}r)}hLU%UPNWk>J927T%;;hC3z9_0pyDdXa4b)$ z5UEACi1jfY+lT)u4aAVH^_%2#$__xN=Y4;E^DSri2yQfyl-;0nVs)WnK`XD=`m@g= zp^H%QkoQg5(zfMipHssUXx*CtJS*p1CYp6bZlc?8)A7&eC}vEC12!VQ9RzY&-q=U( z9jJSRAvd%kd^T{sfsXn0;RNG_+x21-?fP6QZnAmJc%KbsM6Dh{k5KkJ=Vq7v_2Ts6 zJI!qEh-+A#A}RedqFUkj`$HI2gbepxY-w^EH&ZSen&v{D?+AgDq*Q- z2Cp?WKJkc!^|5BK8-{6#e0GA-gxuGsV_6B> z&KJA-$x~#?vs6A}mi|Lx{ zfn+RcQnH;OB+G+~y8ob4qjg9sh9i3oC1IjYsp{>NDl-FGaucYi=~vgq(~Rq-C(xq3 zfG&JpePvVM*x<1}lG5S-z2pfY>`OW;DvPGp@t2b0_X#6<)>%>w+}tgrWo91wyNg|e zcwEFH2p7TF62I$ou%^s@;tLn9RqYIWWvSAa?L*Ph$}19~y;~D5&g;$_@W z@p|*=&#>l66Sb-wJ)+4!hlgxm5@AUiYO(7JZ0| zu4Z-_Wv+I7EjQDe3ADO4Jhqm{MYuED$74qeVhuGMmczp~yb;R_OVjgHQ}ffj=bNcZ zKc#a+L{=R47x{~RSE62JO+UR|7r$wsrOj+U9y1UCpK@KO$pk$J;Mu(tI zdsND;_zGOt5c(L8;$>4$qw; z71Ed*)($mgn2znQWZM`=8xG{3Hbie2-6Gx6oMM%`+^W{elJPk!TNnVNB&kb@? zpGQ$*2b!&mp{eqqDQtv_DUz}M=Hugg%Yve@k7pBIXB#5bsxoJ8hrSpdedibN=H&*- zViDfv&e9DcRJS2esSAAH8p$US^9XH*T zD)VCbl{PJd{N#_3=VT=BR9yDkB5-M=d?M+{rp7C0z{H`!nhlFOPCU^&K-Nw!nu9-R z>hi`bnrefR@d>>Y!vL&?QI9 zy2H5PW7?RU1tzgtZR2q%4GVR@INb( zW~Sv1iq!6MA6QvRE*z!a`7}pMlSQvK`;kS#rK8SfX`^_AcBT84{Ll(Buc9R%Qv)vQ zW1m>idaqPvx&3&-qgF*dd8;5M)qht0L6bw#X(vTxtt_l}M-+OclqaSe-yiT5wzVGpqp`m4`Lm?9wRE z^*g)9FnOih!RK1XXb8$EeQ&t0`$A+6qBo>C)AXbri$qc_`mS|5wmm!-i6?qi6AOsu ztr4vQIKDGq)7Ua&JTUT697^Qf_i4O{PMKF7d{?MHs#43}VcgY9p1(eIzd)Hd8>d06 zZ73VohDUkG`oMtTdqTUBgLNbEI{@O^a@T~l+uO^1)ko>e!uyWr*Q2nbJ2I<#s{WM6 z`m46k3DMgvxT$J0i%MKhqOMW29t*2DnKPm9?B0JSqPSdiJB?szyG2MHfp`@3O|c`9 zcxZXuod1el5E^^b$Nw=E;*@U~>DMEyE5XmMjYQC0eGRJMXlZ~vv?Kd5@=5D#Qk#8m zMdJlaP8y^lNs2E7l;jA6&TCJoQ#2^?7C|L<)F$nm+m=?#F@Dk8@d@MA#!nTm&72{$ zvM#iAjt|VLFNC~Ns2P83{JMzo=V4w|Q{mYm9(jJfx6Kl-EPmj)b5eCo%wAzzxvry7i+&TddAdhCW==!f@ zX6n@m6?XUGgqDALh{R=C5gSCj2{{`yn1&ngql_|4gfR6BAM-Qr_4dksxc%!@T14fL!#fxR>{EBJNu%K))K4isz3UbpqmwJK0EoRBJuY z(LE2F_1kKagLvl~XHi@R#VW!nE18|juX=}eeUcq>29FKRH^?tRi-^teTeb|w_S>O` zx@pJaMC8GT&5>XYk!f8{xwuQ$pvj?uG=O&E9H@`}ax^py$rWX6P;dA-$g!8p)GcD` z3sJmIATP@K^tjqB@gYRjm*j~#9qDTOl>iNERtdW$BWf=bWa5elDFZF2=D=D`NLNpo z<+wHbk0J0$dPHf${Lp#_DSqBC>Y_fPiWha`h*+(jul6g@XM(-%CAe!6Xtx}Ei_?uS z!h8oLSsEb>?^j{ez9z)m`9sj0h=vS9FnG(9Ksq}g2{z82q8TinWd=Xx>V zaora0qjks9GtH;Ab#FC#Ym=Z+M#X|EOPO=oj7lDZ<%TJ1o4? zjC62;T!!I0%0P#xVvh50$`vT8*k9@IBtZF$g%-buR)PUdS&ptk9YX%J=CH3 zH(|XbfzBja7rqM+$e1zu=ZA=;0_(k3G!PQr ziDXrri&k^)Clp~1ruu#>q#>(?3ODh+HLcA!o~dSg@81P9bNyJ(|2RFsC@KA;!T<6> zKYF@IM0QqkxQEkIHrFG}>UA>dh)38Wv@6D`P-~5{o?+=*#YAO&npFe~eux|DRp{3H z*chsm!gl9YbzjR@GZ1$WNi=!~uU*;oesb+FITbVHd+@>6B782tOC76u%?9y9#u|#J zeN*181%ol8U9=U$*QOPAmDjiFM*{6*Gw6GD)df`R^mwThdn{kj8A-QutZHltwYD03 z0^5Lfm~?rSquMVx+g5FA75I^d^34xh*z7qOu8eKpdMsjVjhrU9QD|WRk&@%KYHAsux_28gZO?&?e;leom5N2CW|aboRLn;y+cY> zOC^>oCHk3r5wGz5!!w?**MxA|Gwu7i__BCVd0?`6oQeE|e$YXad$9t6#sJ-hyA!pw zI1S3rKM~yaSIL}em*40Eiwl@cM)+mzE5gEf1ziQ9^Rh1PoJbXq?@+IJI60PDQ{}LO zm_I^`Jx*L&?VbmaezUNjk+Y(0(ets-omzZHpJh3ESE(U20jJ@fkX`4NNb1*96~o2M zA>Qi)q2gtT^AE7r3yt|NWbl8&%E~&~nE&sxvH(O0ro6s2md~Sfh;{Z~{mL$W~@1FapX9)TIg32q@qIUW29X0FD+&27q0_ z0YJSDNCgmBW`MZ`W4M2bzky4D02hHgFdxhgjtes&4+lnMU)W(FV$3g1VSZ@}D_{XA z3p9lV5ZnV|2-K$eLg4-%c{v~iEI@O?0e=Y`;3^PtW+3DMgA7guHfn#~m_+w!Ox10s=1h4=Ejs;+Q0Sf^83+9W#)>!|t4uqEFg?_d6ay=CEi;hKTggMfemxqy95pyR>81Occth~*_FKt}*|16>WI z0%HgCGGah4LxvTI50DB(7xdD#pqH*?1^nY+1;-u)kjbEzK>+%TZw7p11vp?J2N+Qx zAfmvTfZ!fb>kB0f0!9(IesJnbS718 z+Apc#(fC&hV2H8;Edj`9V30Bb@__&i%?w!JU<9+_;PC+Vlmmzf$IGDQcp0?detd}z zz+HpcYoG)W3l5;)z(??K0|7)eI29nUUn0cu5+U&C?8P4ds|KUhVC(;<1|VV_FUU2= z3v$g29D(zJ&m;#>2Cxb+=3pos>?;T09S6{t;3K$|V4uK0e~rPvVcIXVz<-^n{w=2c zx4G#bF>SE+A%JNEA21f6ivdjgKT8oZF#;X(e>rUyAn^Z&(+0x*&z$zlZ1Oiw`{jfG zFJJyWrwyKR{!YkxMax)pFuwJ_=JJou_tJX2CSo%Vdqpvs!zH$S=!M?Z3Nd=jfo@7}+Wxh;m-l88!N za0_Mxl@Lj2Ppq?I80Vu1 zIZ9Gfj2E-dHheI7p5>avD%$%LEtr6%=ZIna-d7K~O3IYoSt&PCcT=zNZ0!_Kd7NUnUCHoo6U*)xPS*S-zjswZlhTxTNvB>iJIx3~AV<_4G0 zyw_D4N&qZzU6oBGh!HH0z+d!z%fwE%?kkZh6)p85t-_M4-dEWfjpUj9333TC1Wa+V zJ}zq|8@oc;gtr`gEg+Wj&D{GmSqJ(sWl`pU4n@;>mO?_Fs5teuZhP+auqIH*1))>T@v07ke}E?t6b{R%K+! zM~f(UAzJC6ihy$Kw6wT~vM+Rz$&c+)>tkv0fV5?fO*vyP@20m5&we;*86PaPRVMsz zMJ5HmuHe?3UwmIQ6m6A=6Xa0(jcYopY0$Y+f1B6SVsegzm+cJcsoNx;k3z}>9)&xy zp=K!-m*tgy|30R3%#jwOWF{lKuWh4k9m*gNkL5}~UqDJqI`v`W<6|Fj;BpyPZ{tw6 zckOeZaK)Uy?4fkT5ImAf0ZAN2A1fT(Hl@Y6M`$j(h`4w#Gn-{0GY>8Q@DDspymNC$ zu5DCToR3s{vdSC)2R{2 z?$aCgoM1APyw#Cq#cfc0E!D7&c$Tc|mAaKlrGpSBEVWZcl5mS2*b;GAtQgiJr~hqO zUwvOm(F+IpezgALvb$I04@Zi(P)Uh!9!+rZ3@i5`Uf4lI9rK@XsDK~s@7T6LNSye4 z8%!EQ+rgd8Rb12@91=P7avy9b%naYSyInVslMl2Dk=yAzg|J&Vxqnwq#B7<3LSK3bV=O+esWjtnupx}PLgI_tYl zuk#FSxGh(5V&Y&WZe7ZT(>t1}pq1Q@!JDpOQQf_UMNEnrp&O&@D=|e&6}q)E4mVy6 z9mlZn8gH>sQCo<`N$i^suZVEpHTTADhax)E+P!B>fOjk)VZTB@kfkyVJV6OGu8Fb{nf)^(Ybbt;hg&It@_-eimLMy$FXC4f(wqT zv144E%Z8wy{DqcabbMT_*1p08u`VksIr+)ehYu*TN1U9__g^Ht-f5YbZbTdI#^&k7 zLak)Nexs`r$Kc;cZV~9%7FXD>5K6;MAQ%0i!7@WsJ%^8+WSvjmG?y=_@`e!WK|O1# zI)PF}lm;#PJ@uGES8lL#it5HMtT$AS(Pgk4cQ!Si3r2Q!POhIK)$6(*;~MSxJ&|Hy z@(SL3DG!f)t6n|C_c2sI4V}D0jnfe_4>4e2{tKRSlg@0FF;4_3IS(h6$6l}K@;Tv|5Ct6(w3iWzDQ zKgBqX_0M0B#GJxgFUmYC3cZN2zU+`Sl}#LS&M&vpj{P8=6I>u8*TB!E!F_Dc5rBK3 zV-NgWbXe`@WPC8S51Sh>boj8MsUz> zP!NyIT6kyYBznv*8un6&yc&OTM|gjXs7un{u6AtZH|%KNs4th~5&1OzRN%+paVdFx zOeHN1)`v+Z;QijSg9I&9epRTPbx9h7@Gd~X6}? z2S_tx6K9X(zAhc7EXZ==PtTK=rJPV>90gcUejav2l2Esb3 z@#<EVjf!8^tuIlP4W($7WANDdz&|BY*xHtZ(pdgyD>Ne&{ z4^8rZEKjOMw^B6vj9>_X_}JkL&z!{NX;V&}GPm%^zkI^U|}i1Z;E zC4&((Z~sQ}6%;h>wGkD^XpKE`+${F|s4IOUt&k{}Qz-*qHa#oWlq@=B(I#bBl@eks zr*Y!2RU3w*46J+1>sby26a<_%KRQ8 zZx5j<4s8Ur`df1*Ik_>T_67>n1AM3*^b$o2bVCRkw?m;8|e%#h!(zeVDWf+(9o*H=1w%q>Z<94C2ZIY()sg57&_bq z8>U|wC5An6k@CaD8&{T*Ck(0LQx6fs7o^iC{Is9uv1d5-c)_Nti2{@nZ4IrU1_M%W zyOTOdtkFBy!E+smkDa+X@q<%Wvw=`TAfOYDCo)R7Xz4dW0o>c&F}d#r^j`UBppOEHYCIeJkv0)zn*C7?S$HNdfnI*-fy|# zu`u@Gj7&{^0>ce|B+1odhmj9a^Ip#qds;)k^wkygZKM7D@+;-}fMqvVw!V{KF~;%N z7&>hZPG!uyUcoi(yls2*uel}Z+_jYHsZK$aWL>B%x7|lUhP5s5+-o>bgzO&Jat>hw zoOuu>P9zj)str@Jts{@E@UD{~o^z(w_BzsTwl`NN^R-T1iP!blx(?m4=W%>}9(ILM z*9V-BPWisvnhcYd4nt5QwpD>`kEp_S=sY#2cAuH-j_|R!Yga4X6TdbQy|y`#F?yCt z#X823t<##sFPy+v9#$~v&_11gZk@ScbxwAyhB<|${R&N}>8gb;`iirCqTMG5orS6{ z(4+R{_vTsut|k35jW;jV=`iNX8Na;v;p_8bLX4xV=U4HSka_>~KR$S;;$Q2m|Hz~%gUt25&I^n^iJc&;K8#>vCea`8o^`1OD{^gHHGHc~V)X>j$r;wYa3^_RA%jY4hKT7o~V zRmG*Dx8t3BmmLK6pzH2mUPX+y6A| z|NEDLgG2oPEN#8uT$M$puYT3nB)kz!r2F<}7g?q~T3GN+JB1?~de&QFz1Q?`A&@pk zi0RDmLCk`$plSqAL-T`t$M+bqF#|dFskmUn*VD6PyS2Z_!8khlUOcWST|1j4S||TJ z@kxF5sqa|Gt5$L<*jJwVMgHv#YS*aecrUBlmGsD2hMc!=WKR%2T1oLkSJ-fA^|kLk zCCNgXk6nlL3}1uovSenhm-zW)jtjYh>OSEMMgt=D9(F65#>>=Cv$dH;4YSYa%nP-c>SbuTSH1T&)$1GaHl6^7LSw* z&imP?h)&}Z`DjsR>acBl-KO|G%HBd`TuEho5c9%5n7rQt_dA*PKk|PM&qN6$PVp9& zVOK)q6+X)UMu=&hk4HYrf&1PuTOu#VAdYF_CXqh#-n{ti>nA;{j}KlKFn4h8Jc|(e zGor-#!*j=H=694$cqC=(12snVa7o|ge_ievL5W<0aF6t+v|;xa{B>jo@dr<^F4nTq zC^=oHQd!rA`|Y`=h5+}sr5{$(dGwQU1;+Jfsb^}ESRa! zS1`4NnR!%H8vTWpo(uG`ps(E%GL8r;6VUELm8f0Skku!lx;VPgDf5aby`Yq4%*W2H zKjuw2Op`ah6yt2}1eaTB&|aBOq1FbUf0WPP@K)tv2^Y;$>-;ueIJT~zaBX)@)eubO zGmDC%GJUrs!Z2oY$4wA*9_r=@7benI8a&)iIzGC7(id)Dl3ds%gq2>cCNQsl!ErlA zx?m2|6jXhSz&gH@nIevv5G-Nf&q1QuPi^PlY-29cP{0pvo-P+fDo_pZl`mV#7U#j&2s4$0iiyoh~eyIbeo7B(%UM;Z*6r zocZYZEqt8+n-t>PiB7b32HdXqIHV2z3cnTkXw%|H%t@;-=B3>EdF5JkR_l}h6~W+>!t`k$+UF5-JezqUDf5)m(^j_D+|pPDCKhHYV$4jw4WD`9t@RA zb0hrFlQAz~4$>QB&BpO7J8?A-npVE@xkA$2VUpQopNt_$kcc=2E<$#FRv@FtQVXK# zQZE0vNP3J#)AgZTl_vr>9eEsLZo;?(pN3{r*{!Bgj6O#5v_kth{-h7`4)bKm^+NV) zi37wvLq5z?A%_U8BS(>Lk2Nq0;L#lCzVFuf6@twq=qVQIdpwypI^{SVfh|rnKGVkP zp6t!No#*b3&0GKd=|gIcVY>-_`(ds=TR|&r1^Qicr0aA8{Du`_x1rb|G5hTGIHrCN zZK@$r!AQo*ZrVkaH8$X+uj}SqY`OPZzpUARn{f8%fzlh=#P;Ma)$PiW*Vk( zL#6~HLuIUqH;IBSdefTvH(@=Y4WSF6I2RPI5#JH*q$l-+C;bdzo5IuXcfHErY@Dt; z%$!@Lt)g3`+X`ojW6WWr1X@>E4_M<_X$_m{65@xa zyvrpume=j&e)T(H9O<{TN7NsYcPa*hSFJp$rc>GQb+jK3cmvKJNV>aSeo&TVuZ%&w z7lD~HWA1k$Nh7H|XBBTk=5oXF`+my_ zUDm$}m$)9?xzN8+HYh)0Tg=cey|Uvs%OJlSf=ZQ9tJv#Th5kHz>3N-qT%R6>m>s;F zW1nj>k^y3eQu}BZ$ty^YxJ==!$Gep%uGKRVLV_$qs!WdxL@Y%;f>62G*6Rp~f(v z%iUUEO~^q~K+V)gcSGh$_B4_Ph?Z3qC)Y*aYXZFBm10dfRU*(_&zmqS(N(z4sak3(Czx>Z`5~6Q4UDIsO(chj4wl?s88*2u>rYNc zXIR7+e6SrgB?u`-nkLNh^95y{#Y@-*_^4MjRph5j8u65)TPiB^rsl5algA@8R4wcD zEj0%;qY~|RqDm(0M+^Scm6=I7j=?4lbAiF`JV@R1|52bjVfO1PM9e-J0gr*tVg#lA zK)V}u@|E&&Z?HrTVd~mSJh|~G^(8d(d$`I`6rwCg_AEVxG9Wt@uPY_u-M=p?dhrAr zpxf`~$rA0!9b6`*Ftq91Kd7{F6Poc-ima)`Bb-DY%8KtG>L^_1iC;YeqG?&)@KfV) z33V^;7`vze$-#0`FZQ@hd}wpyIu}8twnVI}YcCn*6Cb zUf~P$lwDWZ>(|>hYF3hia&91^DVAc#HJ&4d!=H&ivwY-lN*~*buSH@@wHkr#9;wun zDRSC)o)YVJQv3@GeI1!Q3kM76z`<8>o#-*m4ryNEtddG=?nrBtXJ~i;&haYceG-I%S&B3P7I#9fsV4 zpHo@shLvE(3%#ri+ynrJT<{7h` z=(=E#gD}yHcD<%~d;2puda2!|y5*h?hG)9E7B7$*pbrxLN%k7TDZbp= zVUO_51l5sj@I#Cagb~{|f^J}=U0KGE(n3$l9trkX7dpe95WAP4cu*P!BWcC!S&Y%8 zR7>^@Z8N-%D4k$f;MAa`x!%cqa9%c#Nj)224g-FT5E{onwPQ`7&y4uYNJpodPNYjW zi$xtX2)q6qk7Etp1c5W!cXUGDgS_+_h4V^Ky5;JP0H4ljJ=15hOR%| z=ys~_k=Qm#L^^mlWEJiDARmOv5?&RFSM29cvH3E;ai*I3{hp$s2TnM zf7On!6v7l@p2wJQqT>nU9$Hi7mqnTtdjrP~)$SHsv(A3V^I1aH4tPF@Ql`};dL$T*Y-$J~Gf0GPYU5T&(z;e#|j z?ae%Vn1@TP+IM%q{Dxfc-7EdgfaQ`_^t~!Hupa&mXesJ>W1(wk^HcqXryL0cfaKwx zjGvL~7~6`LOXMAyU(UpR8L-OFWw34y*BEP-y>a}taBSLYwhFZxtlfXS{kK+%3L+3^CnAjZa zLnxW+z5H;8hq(uPiN~Kho9$-Ve1e#(-eb=*Vy5cs5{nDBF9L5BXAtp)c#v}lICy$b zGiX@sI(5j>(33vq#vQb%U_+*ZDRf#)6It1CSSPBi5nr`9b8Uf7_+pLayEOA-|3y?s z)g9L&T7NxhA;IaauuFSY*|pH0nJ7jCqS-YrbSSj7z^YZwSop z%bL!6W|;rh=CJ^YP%m+edb{{-sM#l~XTGN}$0r?94}Z<#M(zB%+9DisK?I2cPeju$ z^WHU~L!c2{?1Oz{C!#TbulKz-iL%?Op`j?MF|Z!i&^*?HAdYtDIu9@ZzMQyNH?)=vQE(`$Fzp=2yrcuv zqlv(>$LDTMVE(`Z8{`4jJI@~194;2heg&GK;tW-%$ZL=npDqeg!s$_tceWaS^j)ZB z6%g|Ps`0Dk$C7(YX1yml+!!%Vq_!U~X}m8!J*Jw4U{H$`r9#XQ9xiRs>}ibP*KYws z0q@jKD7C>B zud9mH=)ir!rDwpIg_*WxAn*ft1Ey4DQLWJvsE6OTLvsvXzBYT}q_JmE?vWAu z=WL0rgwerEEF!BNHs~|*{nFTg@z!(SK}!yH>3p)?OGO`4vZjVx3}jYoq`+p`BScJ*F}>C$!G+5co(6#r}WG+uiAxv zYnND)kuy=K7TkdjbYd?ldWG28>%rV<0%mU=F~zvRn*-vGwYtfu%JIB+oZ*2`X1!g0 zNPWd26oaayRZ}0KULT0lUAKO^#rIV?aPf%VU((j~+o@e<7jkFVgP+zX>EGh>R~-== z5P_(@m?c-g-vcY}0IbpQA)e60`_X4hw@5xh&R1 z%)Lz(fLznrC&6)6|)Jc^mcu{)|GP=sq6aX!N^VnZhdN;UD3p}PZr-h zJxFL1A;A}qvRGNLUa0|oOX;(~N5m6-MsW4#9riG9N{=Z?PT>avL0#+~DWhFXC}vNgC)9l~LE}l>vT29-*zZ&f6g=P1qkfj; zkZQ;*H$?rtZ5i-4u9)A|$JuI;QEa{1q0O%TJp7TFQcW5z#-fjK(wl|ODn2Eoe7AUk z4UX+yBfhWrdg$x6pwqQ`bb-9k&)~B!J*tqfINSYT)16nC;L{hn(ilV`>YSl|0a{(PH-(FxVLfQchrO@TKW6--lRWz$GNQ+js(HkygHn39`o z#Z~t<+Q_t4l^tE;y{R*-D4cZ7t2=_OA=-PWk|Ln!4*{3_Ku%!(4&mO}w~iVO1VSw* zj(uAc04$J3u+_K>7*1}GxM1`7UHEq~E!HMar(&dP%BC60>dw8ZzVW$6zOpUO%VQLZ z5~BH31PwoKVze@TU)s$IzpdE#xYzJWWa0G6c$a<4apwJ%oD)A`_ej`u>D0zNi^!h! z;pK8M1r%My(|^|(ZAK z8@m(V&@@5k?$hoq3MNeqf0HeG=(ui9 zSjyYmrxtjbeE48$!vZ*NQPNj9JnnUDr6I&cW$sGg7=+yTH*+#R`Us-pN=fP-73@ zlP~b~7bTux@QWjRt&0 z)`4CQep1_>+u=-EuGpUCj#E#I*dO7CEPOZVJ_y>`4@w6qrnPEy)-wdt&N> z#yQ%llO}LMR;Z^DVV5fyYOZ$P{w^wNp|x-h$BcJN+(&|BabYt< zS_22fKZ~(_kAhpjYq3r?r`!g5DZT4wr=k*VNKg6XV>@+@rEpGV=yh~K?beh9MPD?F zciY&UyNZe}$^y+EEU*hshD{xDa+=HttRp!I(y=5?aYaa?2Bw!LrZc{fyRx^OQ~6&~ z%xogv>$99_LvMbm7kkgB{kE&Khg#ByAb^D}--tMd>xgu{LAM2?`Cw7!2PIF?xyCtq ztfX;En=}(n#P%EQG?RYc#no(jQSZTcu4PcC zLS_6EXC<$x^k4ovrh53cyRDHtFo`_BJG!oanKOMkt!UJ;OkDfrojZdvT)&H%k&b!f ze1_`l|3sg-WKs0PVAQc9)v-vit-9d^<8<cjYa}}>}4$fk%>&^$xO|d_IV{f}V8*rO(zC#MV%amcUb|R-kGVj~yqM4kfGi?=A z4W@jGH?q-l=ARhf+C3T#i>}nIq+*t;AVcieF29W)S0lvKb1flBJSgO<8M|`Tr<|+l z&Be}XdaG~q-+yL&WHSz>L3gFKH~zSBaF6ooH|6BWsZG1QV7um31#+EEGNO{r`j5qr z$6(g8m^mD6_*uklEXP^K=Uk-o3bbdldqPE&q0aZAfWH_}(S*g`{occFa3v_`lkx7` zgfqH%i+hue*KZ474Y|L#N1Co=%SECYH6_lu1zEH3Q1ZoduON+XU8a^t& zD|@W?nXipno0ocya~hG|0$;`}<$exd)|IP&AM9QzC#ib1fwi?q(MB8)Y_#ji-6<)= zt4j4^Nv?gK9M}Nlz_#%Xy0Lz$o}(-9GX3g~E2}8lIEA|;$hM-h$ApVyysCmS*c=<} zvx?vWx7{@O;AT1g_HEf{0?%;Vj)fIv@va!%2hWa+ej@_FZkTy&^Sn5&JFsC>XuI1I zcDel{YevnCamso=`7Lxq|NOPO_E@$kr|kubrVY4$r^_w0$1rYNI%zjVApYdzW;Yyt z{X~XpHTKOm==uun(KPqtWF@1uYKR*>x2TJ+dU8Lt#5hT`vyVgkG9=@^#(1caaSGi$#UsrT zk-2M!(*n1K0HG+E81&QILAu;VsEzr3=ynig=$5R+!_W?K`4W7~TTOR;5T%GKU4aYI zNXMpk8MYnF3mzBj#1B#$OLX40xtu<#TLmdkjZ3BYZ6sxLDYB+Yq@_%Ll07~|eZ2YFV%K@E=Kv5=+iP0o`G(kFE9wnO5A zPENGjJ_rVwXcB1O-z#5#3h35#i>kfyJe`dUtE2XHos8mxt1W<8w+Z!N2+IqFJ` z&8I|!EO`_Wv`Q!Y>f~C=HatbtEaHw|>OD!z<9OmFmNREqNe$%CwTin2K z(Nxo4^%*Sd9$Ul_NAzXIUHvj21o}W2AEFSkkk~QdayCI4pqsiwc3|N{3?qrf;Vk%M-xUoLyi=SIqJ~Q{<}c$8vndd>W4BR@Ef_JEFz+FXsxmTUDD8QOb|l z$B)_w*_->xm+>NNZ8K&a@*PzSTdy~oTU}tH-JZ~_faW+`OLnA2s1@2-USTc+nVCg{ zXt*(T&#zADFxuc9c%FA@`guO^O$0{)SC!dKAWgj)kepD-&{nm*zQQYwF2iGxY~Y^e z-euw}mbw-9i=NVE`0@UBPmr@4(%uIszqG;n!HB8tQZuTr*=c19#u9b&BF4y7BpcVC ze!qa&rM|d2SK9T5!4-^fr3|_x2M<;Ll3u`2v$ASBz+M|znirdiW`@ zxhB2$(EpmKwq~2@sR`H{wcZlN?C<6kN^nsmM5?>Cij1&NGiKd6>hp zB;s0XbG+)_5fy!NCS@PwfUOSWv-DHwK@UVfWX5!p|R{8)R?jD1ivZKLDd zT8p^tSYV&{V7gTLzGahsNi+2HTC~xV4(OEnn0E`cHp>*n%UH2KgVI^pHsMb~==TQE zmJn!d+jqsPBQWr0m$5mOV*a*sPVd_==d1AS8l6ILcB|xkIBI&Epx*_khG;x(uu8I6 zi&S;XRJ=qM&rpwo<|>=8<}JdL$Xn0~=UCt@(;j?bW`P=@Tz1dg;Slo@tpT~_&YL7L z?aeZnlsrqUW5B)$YQwrF9(NA|5T0XSX$4jr9;O!@N@cFO;Tm+#dUY>c`5J;c#=OF# zP5YRR5_RpirEb5Gx=q0FPFlvLauuXhafbX_d-g`td3oIM_%eHtIi*v3HWm~4B$5Al z(@QjahA3*}b&EHt`&7Yq7PLg(^O}Kaxn(Q1_ATI!a2aD;B& z?d}q@=fH;OwB>e!RS~t=z_POuXy2@}$x!Hz;LQS%vuB-H;`6oCk4r5YOBOL-||Qh!WKSa zZ#&YtGr&ri4%cdS(;E$eeZow%&C1p0>#_&lv~HwZ zD&YA!;P<1;g@Xm;>q;fa8tfl29kk)IywvJq+D7F@xZ@=LBNAjIn6UDmCOIF1?&GBS z2I=jyOW6J<6|XK>BOnW&b7lXTL49w3xzWR?K?1Bctib?6`Ugw4(jHg@LwO zKwi7P7_XG2EDuUX8HpULnSbKX5z3WveyX~3b$|ShTKPRM8hMh?rQKq>Vns)Y+Ko)S zR9Tky+}30a>aASAGVlBFRlx~?^B4Qh~Dr+u1a}oYsS5A-PX+ ziH6YWu7)w&{-Bu<%IVUDFw}Y(tgcQHD`A?$Ts?mL7qR+l?&d>^f~w#$><*R4%u*3q zWuamVGXnE)lsYVP4@<{lg|?tX@aVn?iv?ak$c;kW4G$yRIZlgEGpr><<^p~*1#Ky+ zL~4fV!U~B*wWV6+`)bSv$|HC5n>%x+Q_deIQ_DF(1?7=qNhy=yQIL6{a7Ew>i=Nar zt-Ji`ui)+A<8o)1de;}njjOuvZQ{dh`@A+ko}$*LHYR*wG-lXnT8DCNQ|8TLUd9E8 zKKkn!nm#*lrDzlLS?FLgs-4*rC6cPq%x6Wj;SurHz~4`a42BJv*7Yc zh@8B&HP~EV5%)NDk%Dn{R!!BcsgAwTqSRJehLzvX@myhjjw$h zN%>EYmGYGiUaFLsJ8KKLFBuL9ad75ngt0?fdieAN&2dg%Q=mRy))Cip1Wmx|{50v) zlmha;;wEetEBy@+q9p8;=%NLb-Wc7u2ixROq8#j_=zl|xJYtl?K+jELV4jveT3{X) z?!Y#=%HIGf%D^6m{x|f)whSiL=$&E0|t9- zcWlAm@Fj|RU6tM=3)QNMK8%GR8LkMUOj4FmstW~%gAY60u3 z1rug6)Hqaf6KFfawl#=t;I6gY2@9N_4j=pL_ElhC)jtO$#ID`Xt-nJts3^iGk6u3S zZvcsD8;VM>{Su@Yb?aKWU zHkpGfY@5R@9GjKPG;)px>MG-916JrK-_6nu|M@$}R1IfGzNE8V)WwmA8WZlTNT0q98K3L+8rUc1;hgY-?B_cZ zgryvBR)laigPXr?01b-7J)UO;kU$%{IrTtez>UCD_$jwl^gCiY=a&{n9muBf#6Y>V zAV_|62UyLm9Z_Kef)1k$OEobJ&^MXq^G`FUZxPxEx5Nd;8_@}RmZ?xklT2Tqy1E4sVhGK2G8L-d5nZgDxoKjoEDqW%oPDa(UTTxB!^tzb2kl|Mcc;?E_u z%=V0tYf^KSqU6$T_+oMI1U`j_1>vo{b%&kfzQ~>Hn(XN04|FL!G&6j@e})vfToZvw zyK|#t(wT$x2Bp4Yk&i$pIzfK-tAu+?i}>R&Cka=OTPH?cJc;oh6U8N z>I+FY%2HU`JE|85O~$MsPnO4zVJCV9A8AG54;mjhsJCb>(r?i#tL!)}zUNenvA%!K848^L-Z8#4`ziPUXQ%u$Iw$4PPqLSy z2kcc8_qPNp{%Hyas>H+fRCKtbS!nG36n^)~3xB0BB#W;tee^~*y{MynFFyK7nXcpK zdo`uhE$b#x%DHEHn8I6UGEur)rGBjZ`57I<@Ygp{p|2s}!U>r1L}vkV$%Q4=tI5f| z9(ka#$H;=?`@72tw6ik-ooZ*TxV3{idok_G$?8e-9G-*WYCQnZ<)INxu#Sa$^-YB( zmV^g7rc;jxCW^)~DR6O$74jTfsB$Sq=@ZKgn4z2bgOo8x3k6F?ONTS)jaEee3+MKD zNRO&HGZPQxVxsMI_29u^HLXolf0+#B9+opPSvtw8ucaL_wpJ(>cZb0hwGI^uD^u{! zzrX1i8wX_4OJ<=Pq!}}m46BEYjQ8KM_-4Fzi{ANyY+f!z{dfA<|GwkXr!d*sz{%at z_#YbYzw+n5l5s{@IzfF$!$^t zhUwFN&q)8NQvb9~|78yRyFQ%l)A|3O;QvFjtN){k`md(>U*zGRM*9DCEdR4S z{GaFYU*zGj6Bhl1Xh9FWL1V`T)8ilf$fNOs7;ib|1l>o{B4$bv>ig$qOOt4n)(!4`SDbUURY$1sw+E-Bw5BG2(kEJt}2 z?8EeP%0$mO-3ZTU%%BGmoq*2fs7-YbTl4{u@u)<_!Mxu(#6BoRv*C?TMT%NO$2iU3 zWxQzdk04tpC&-KRZxjS#TtF0VnIS5&=8z%E-&Fy^3&1aP{%iM6WyNLiBSodPNPv(E zeol;4BI~IjM6ou-9H!Y$y8IZU9K#vsfrDnzfU{ZG_OAsf?Hmv3c^y!>hsX*T$$Y^v zS+>;cUBg^i%Iv-%>WL92|IK%V{qJ@3?^nwIe0Kk1W&T5af39Kaq_yC@3D`{G%4-tI zdl;U@+n5ncyg1U=B<3@6XU+?$q1N=#n@V1aAki#rw*reIf{@bjb3;{8As`ZuV-{D9 zyN{6iD%4slrh%PApx*#fPHLWp3ChMy0s|=s-uZUl;fgjw$X1S_;!hJmJ>8n$HyBbN7MGb|JA4oE(YTwx=>v|p_ z%^lVK>R!d;M94OGB{j0~vwTctS{3Kfc)wZ(Tg!94d zas*ob?nf-2kMhN`{-tn2(eG9Ug5!`X9=qk+M}j3}pi=HTb4P+Nmwd3f+7o2Gcj7R% za%Qy-3Y}V&TAtD++5yZ(oz6igSd&}2!ziBnsK=LfCf3leMa_@gBCiQRjhsp^A!f?x za1HT7+T-3kGm#}S8HJ}Pn3D6=q(n=>TH-jK;wkOqLURF>ozNdhT&(xeX)PLvq83Jdf9ta?i&6+k8{ z*@$=)MomzK1(+K>@+&550>&(V)`~+}{s07i|II5jtMtro(y2mzAAqk|s$EN(a0oQA zraXZCb@xr1mz9KP#`_j8mzsr>hq7VDNv+g6B?Gg72sc&o)WHH)8b)laVZ36(=&qd@ zA(C@?f6-}W?5%_PX<11lgzeCwl{! z*aH`nSrO9o8Dj%gY;U6b@G=RhXDRjglT@;S6%)Qvky-v`tdVr3dxCfa>@YE1Qz?uT zPD@S1I_`R1z&E4sY5K8ezbmY3ICPa{N@k2q-H7ZY#tZzFPR75tW(&d=ngVAyh=3oMgkI-HHg`EspT8T?Y{Mp!@f<{4+M@%uVtee7vx77B*dUhI(`35HQt^Z zF`BY2CZ&>!yx^=JyV{HD*Mm4BQF;EeVs^6%gtW9iBexG~PE8$BLEW3SYz$-_BTo6S z|H5gLiRn-1a4q;?O)`8cD%UJ(Tl%0J*114i$LhGE@=32#XDKC#Ff9eRw%0zg#)#LK z52anvFpaaIRn~;bx)(iL2Slz2V=Asb$YAuxn7Jt-yFV=?;F5zmAM6@QHj9j!$z-tD zSE>@T)9uK;n-$n`H~A44pMBejOQJ^|e(9$8$4H*6REc~K07J_+VjRIQ7ReeuD0|bs znXHtfT33d{v1~P{og9ZN1YWVtK{8b_S~K6`7ZNdD8m}51vJ`$Ed9-<5$^(-%!>zDX zn^fMmZ;A1axzJ_e?pIzK26Nhza_uATU8g||XAw-!DrZjTI3wYuT9@8pIc2-a;yUf;pMxq58FXsB^z_h8n9MWyHs! zR->B=xV<(}D>{nzP9yl~L%g^__TDKQ%np_aGG~AU=o(-dtY$jhk_gAHk*?_`m4(Qh zSeVtpiSUKGj7en4!&>TtA*-m#U8Lpia%Tzcx=aJon(O{>Obu(7$b5B${UbPJd&@gJ zbxQ*Shn~w4!r=buhcuc$55l$c^7m5fxi+A^42<3R7e~jvL3Rf*Y)pb$TATa^!Fi>= zzSGz?3uC-~Zm}ZkMzzlPKeay=ob@W#rhz>i<1P9n$(!fnWGuw$F^k5DjuHl<&%Z<; zPI6E)i<=nY_N6o<@~xMNBWlX$6#)24)TUejm7DxpCTIz*(xdx)2cj$WNhd(mhycsJ zuOYmrm0l1-XHA&mJ!SHxGzLR@dMQz;9#cCs`z4OaKt%aZ9IBk%rHTA5O*nsgwX2{g z72A1W5Cb%uwbs#}0hf%p!rp~Hofb$ zft7x?a2MAmc*G~^aAtAzMyfHSbVq4gD|@h~ytEE>(o==w666adZ~D26OY{Zyranmz z*Wkj$JJKzuvnP>!sg}-DFSw{=2cacgr#-Ad`LQqqp*CYWk%(1NM=ue)DZmxKBxj+c zA2vJh2D|&@tD#9JmaDY>uqOQR^+y%CNg8`J0=AfP_%2DhJrGwEOlM2^YSd(&)hP&J ziLR0bjVg0Vh))^ClD||frs$51H$0|okLH>b zq8SH_OB;tQGo%S@gq}$V2i;j>hTd7CHZ>EX3ELRGBheUrU5Ih=ie)B0t(3oHAS!DT zgDiBBH356k`S(QBaqV#jR#%v@mGuH@Q^%z1)I7b~c2Xt|ow$^@&vA~r?%O#0=WhIr zlR1VN$H!MaBK^3GP6yTx8g<6sVkUpOdBTp+Gnsx8=$ah-G3# zF8F&5msV}b+hRShg#4*ODHOAfqj<6maOcU=a?K)9hM>Tx=z`okY$mAh(x2(R} zZfV3Zu*;CM>0U3kH5ScRj1c4NJ;bryCWCycE6@;QepTSYVEoKzTIkS zpR~^%oMRosuJ2S+(*vrh?TR>b4Z5rfFj61LPsn*wV<4GEXpi{_7l!9+dX4eoTvM8D zoO~L0?e(`+Jqly-&&OVD6j`?!T75Mdck#Q!RYVlL?1)l#>!>bwHJ|X!fYv1{rMi)LLZ!!@Q@k>=}6lnof`rVhy(C)IsN<^ z!r&xp>ZbpFF+`|@Hz>l{HitM(dSL(UH8N+4#9jyB_6#*12a{@oEC%>GhpO zxZ5*V0+lM?^GRh35d4BS zIg45=RCx#=yw6;^R9jJ7npt7vW^OaTO^gg-jg+k>TdPnVFpVD)FM98%ym6byO~=Zb zkC~58S0x|iJUZj7Zz-wiBvq4FIa}h+huctgCN!(RuTt;uAjBu|qhcZOI=-#YQC76Z zDrLnfzp=udUkjxB$L$K4^b*#7mEaT3Mh61tZnZ-eNat!ISHp- zFZdl5+*;T9Zqv}rt+v;*e?_a}U3CNcbBgGtiZ0Xy7Y*2_<4MMSA!CMp@EV0p^ph8^ z+XO*{K$lu9e4jCtQ^4akOwQYyUQS*`;nzfXnAyzkMELDRkN$n7dGL;=!LYA(bBEP| zTz;iTvxMd44OEn{MVXB`T@>)MXHR(e*eG^*tzv+nva)F2hAJCmsc#*_1sz3ISlQH$~pSH@N+l2`grg3MH(QO;4q zW-9xY+OCS(b8&&f0ezi6AK$)gHXT8m4MZi*unJ`0S=X4Av#hVr%Qe|yfB&w~dS-t0 z)EmTv+aHSTV)uQIngg5agwl=~QPsS+ZkBIcKF{X$Jw|r?-eca`85jmYFdcCHG3$J< z2gSD6P5xqd-MY#S(0a$IdnV&6PHoRUsSWE%Di-9KnBXgZ2`{pGj$89_ykA}cbZBxr zUxh-lf6&W#U!ReMw(}fy^|XE21& zO&X}HAH>OF$sQQTEasG^O7Z9nXtY1^)I`bAIWS*srPe9HZ%A2Wqyf1c$2acJ2}kBF z!dL5W;+lVEDHe@T`{QMI z#6|2z3O|igx`QN~jHf(tE6Uc{1u^XlcKc&62KrVw8(uehhpX2mUGQuz9PZZRF*^98 zfl9OZfO|Tjq1u!tNV^q;vjaju8y~tA$eQHguaNWrO2lc+1K0lZ!+ZkWPYXvq0P#dK zz&?ahpm4FS`&&AI9K5xhn_zx8w-x4POTAx<+FbRr=ApGehyt?^yiCE8yw4?o{>r-er4eRZ$~lK?pnXLhGWZu|=;12R$gWtMYNVx?s}out!pNb%>f zz^e|@RYm}7|48w2PaB(U#;(y~#*|+zfc$Pp( zLI5`7JuOQuW15&3oa>e+h!Vwgdpd6rLGv`pA8kq%J_wvQt5Y*BB%yU7xK*9oCvRVl z?!~tq=YJ#hLKt+2zHtM0H_zqQ%zAYUBUowo#l0-cd?oruo6M1%HsJ33F6BSQK~MEx z_K6;I<~b4CJg+g1CHK`4_VbFtNgb1Qjl7l=fHc;LuhBN_Jxq?Uhim$%mUTPA7@GQTY z^zkO;p%5rM$qO4n(sk83LD|KmM;~H65!L9*mcG+w4Y>~AChq|rk3Lv*_9K$YJ@q}6 z&|{DUcwq=86yTh^R&=-|0(Uj9T)7T6w@)^ZRD}uvM;v}`61|NT-OkHoem-CDc2Emo_8xj&8q)x{zg{tkFdecd12}mj=wW^K zxr}$a(Iu2Apu;=IAqbV4q}mVJ|nA+oyQ2_8zkZ1lSrg%d`9IYXWH`P4rA zSu$8lHlT~Y)a+84U8J*9fq5E)OH(3=RFj&s(d+1a2nZz718YVzgIevEo`=2zP4I(^ z2LsK9IRXvy|IPNHnx$v;2COsv`B&V7^ zs=F4S^Ser3!fWE0;}PPuUDGSBv1c#_T7By)k=Gzloh~ernTB=u%&0`usG7KJj z_Z2&T|HslK)8n`T?lcAA$<@&o;u(0WKSnlaG01355g%j)q=?^-X=pUiH~tD@!)VK( z@-M3pkLZ&#=Bx1WEiWIG)u_p!i>=Gsvxt}rHXQ~iQmRpaFwg}4EUvBq7F{r%{biwz z(~~BRH)id#^PKSW1_FMceZ=kL5G3ziv(DXL#GIUl~ zKmB$$r4bji?J(XtLMz&1-?G`dLd&*H@R4zu=sM;;>MS`L_wn#uCB4aLQ^EZTsg2x8 z=9?$fDDmHy+YUBvT+jhs6mHm`Wuh75ePM&}Y2Ih7)o2y3Q0`*c^n69GId`Iq5wV@u zD%p_ReaT(n#uBo#0-4Gm5=|Z=+?KEMx*b!RXROi`X$b-}ht}7t(gh<`P^kVt)pL&+ zX#5K#rZL2PGQPqEt>O0+kw)$l@808?r!@0S08?VUpq6BxN6fQhrO3A?rK6vtVfQxoPVzPE7?8pe@Hze5lMe6@9Px%)Y`tNzl z|CQ1Hzt83W8zc0eDe3>8lKG#U*Z-Gf{%2BL^)qGvmvH-+tok>V|Cf;Zm&yB=ru&yP z`(H`DET2i*zf9gww(Wmr@_u5DKPkAMjMsl5?|!mu|MGZ0$-DoFvCGKu4`S{oSN31% zxBn<6{1^Hy>p$qUf9bdXiCN3?$>!Dme0(O?jcttnE(F6rj`qJU$^Ten_}^CHpH+rW zlKPfby$`t>R4A=fMW)nz{Ed1aVlyv;Pw|(}fU}C9Kg4$iqtdCy}ltl^F7(3j1 zr%9psoZ7Cv$)V05{;c8cvKp$|^C8)Spk7DKY9Dt-JJ@26p4FcNDI9bkm`jUzTJgMQ z?L!bl!xxGY%f!y1ecabxRwR#;ZCY{N4oKUxZq}?JRtHaq3mlPZ|LdR7g*nk8Q?nhz zC~9G~)_I1Tzl?EMe9;NQ!4rv1=Oa>?$7Lw5W)WlNxoLY&ikg3dsch|Yl(c5jW2Ebj zIf{6TNAn8b?QjDO3ap})l*NJsSB-!2D?u~<4B7oiGU(h_Q%O{kmN|$D!27}lYXN)z z*gQ4hoVQ?|rz~R3HGfeuBls214AswRnD~HuPArvG?dY^|iCB}&GbM!6oj}xoZ|GZj zku9~>J2G2~a?lb|k!r=&fA?+wzeWOmUJU>HLTseMcquKcd}KLZjvFQZsEaWoP5HqT zHzEZc7ZX|jYu|+A7YU5G-dFMzWPZ6A!ZyF3*8Pz2v#rY3@{$W0WpSV^zYUbMsAz)( z%{PiQt)(~QDE_2;I9@Qp_?K4Mep~|10k@l6UAG;k9RThr4#1`)2qXyh5hx10_UYm> z*}LK!ec?J{c7)EX_YCX{{sW=TR&)?NCe2o}(JCHF5Xek4XfkXf?SIO`x#+Z1jX zGTmIr1`OpOg1>BWhvfR?{qdHiaT6oXM zW9iTZR5~z|Nd6Y$6D+}1vfP#^^mfK_AO>qm<2 z-$2a}1gZhd*&(L79k0OJp}PW;w&~m9tMt;MN8G2fLo&JOOtZYE-tt`W%mF1ciJ4v5 z6{|nlrhIY8`zu(_cU%%;uux(4b!EFY|9eq4(dp}aWBD{lUbr)T6r2nzR9pF^j z%h%e?vy&9 z|8z5G2hZ(|s(y*bjIMUoc3Q`C+JgB0bm;LnI)Nb0RSiKm!`#us*!?c68zRl%c{dIJ z9^Vhm>vSF++zt-}A3DuLub1g$k#d(w6WeX*t)Q+vyx?htq5VI$Blj;L6%QzbQ|fox zD+UDJA!ZA)*z1j1InG=0mTx3lVM}h$o(wiW1$Y>=!#4TbHSGn+6ST%qD(wY^m%7IWOKD*7$mwwH4rAoh=&H| z<+0NG9OWQ9oRJH4)OYqoI!V=xD}4#&VajzS$xPuaH7i!=&+Tay`j+aKO_gJ5?=0eK z!#ZDOkf4Y~Tp6@J_|S`>ne0>_ArAN4y{CuRz?A(ZpfnCtvlUhR1>yGtxKKa#yte6exfC3y4J4Et)>GdHV#dsjDW9>`lr@9pT1p->xx~ z+`lsVw8_$%@O9(65KIp{yV+wg5p*zojlPJri|0h!7Ps^#-@<5MKQZ)@FZmd{fg2JVf4Z*X1f;HABR;hbso zrr%QnZQ$JI!xue3h7dtU*6cT#|EIRM4vVtu{>4?gq(QntN@fOz8CpQ46_A$h?k+{T z8%gO#LP8LvyHn|I1W9T6-TJ)G`+lF{J?A>-y3UV3m}@@lz1LcMuf6uVZ`NK*p$=Q; zPSdJ5C6sVIQWNPXjz`dn1Kd@o23N8ikKxyQX0DFi@?r8jtbJqaq@IE%wu~$_@f*is zt6?gqd{nc_(8hh6ImOT>lT0CQqz_y-nrCgE^*WB1B+i^`-!*49N=ljQt6i@Zq1uvZ zOBG*_O-%I8pVQpeCxeN{eoJ5b{<90tUU-LjvJN)^>aoVQWd19WP2}uzYxR{nbfQ7$ zXR@#k)G6xIn&shMV8igtb?o=AU)(?#)2<>{cFLPXE^_HEBLqzYCR%<+4#9I4PG`Bi zJUS_3^|j$1J!bp)P2ry$x?SQdmL?xP6jDr#6l~3{@jxk_?EK=7@lyjkH9j{{@3Bjd z!rn-)V*NXHy_^U0Oqy?X(!Sk)_C!^gYKXvXqKLmZdqA|y#j%HcFLrcIHPWo_4Mw(C z)}^P#w*sCY@}IvL+nprdfB&rjGTUNnu`v6>XNKO>pd@pBuY{t9K&#dsEZ1zj%DDG5 zbPhM%xy+%Wav<12(){?a!tPbyueAB^sq^D|@n5LkGjVQoJZv)M;qqJ~Ewa7$)xCs4 zIDX~j+L>w9-rMhH3{yXas~y}OXl$m)tnt3rdfK+LomLI*KFyP=ePm&0;qcX&e;3um zN@wG7fr*|@6XS`~x3h$VecseDk`um^FS#mp7L{LKmApH8m88p`GOw7Fb zi9zLV4EqL)H$JI()KUh+P+Iw9Jw~}^9+X@udvcLs@q}DcommTu@1eCeyq`FCkE##i zQS3G)uD~J=2|hZu2`Aj5#9QC^NmVbL2BqI?503S*YITe;*s3ftkc79va)i?fVXUcg z+U1bsKzf@|VLZ%gSE|4d;#T)lO^y_HwVOJ9DVj!=BiHim&p~cQP5H&Kr$`!K8m#>+ zG*l@Dr=n3Sx_O#VUk&@cY9^?*rxGTuP$a!TrF!`7M@vvs{=mZe671xWMeN4M7F?%6 z0!M-BLdPQtqw15S)VjmgcBc#{tCeBhg^Vc~R+X^jf$45Z{OHM}M=Zup=ig1OP#mEv zg8AV}7P)a9wKQzAp+;sOmSh*(2(&&w{Gh{)Pti`(^i^(kM`0_()FOMZufl5So~wNm~F(C1cWHy=0{8pF?HeO}0x?{x*^Sb32$pKZ87xW`HJ zp7r#2d2JWils^8cC=pITI8s!3hv?ueoJkCM@}L5A1GX(^X+}~g@k(#Wcpe1rUSIwm zsn_>7d?8i4Ckv0@;zQBqcgs&pH3bj-x1B3mKh&lvi=OZIt%-N)w?!4gcZ}Ln#5s1t zGhu<)ZA0Xtl>rg=*9^I{+a9trYuG-6cQnkty^$c~f~n)VnfE@Sd##w%yb^L& zd9Hu3PnjuXHT@A&S!XrREM96YO}WGW-L<*;o|%EYhUV;(qZc5nxxLkK=A**Z z&fvBfbLZNZ;%l22o@-EITszYJ`3>sj`6Y45UoJq=YW~rz4h7g+&o3E;r>mqyw&@+@ zU@ncI@L=%;k`VLwFEzOqhb2zoTQ6%UYqMaFOjPVHeJk^Y>_&>}6V~2;uCRPA>S-W1 zpBw*$wS%yq(4?&JL;Y-u0MiG-wwOJ4{+`_=hqcrt_n$dNVwoRGvKj*}OJK*i2U7mz zspZingtp`>xacaW?@^hBN?;IQ(=ak!KA(bT@Mg>kT}TR1)D!a2{ff-PB?CD96y;DB z)6W~&P9}~f+eBRwxk-dmz1jHcvDiV+=U1|@(2}#>waskn3?orGd%}#XQWR(lLDC6I+yFu}< zFrW+*4u42X%Kn%rkTmy&4)er~yY{r_LTj)Es(Vo}?6geH+r_2F%$O^cSML{pnmo%yuJjCL1(bJOL|{5V+Ln?^O$C#`aSH) z`Sw<-?1eP1+2Cf^(`Oo4ACSU??k$%angv_8mcCpFpFCM^$kfaZCN`nszxb$kHcTh1 zv3pw5B|+t^S;FvD&yk$!JOck6#2;#4P?z7>-06&}>P05lGTN)UP+ef}HUI4gD|H05 z$zYm#?Z#rcYVGObhd!H~WYaKg>$|g0O^`R(HA5s5?}ab=p0>^ReO;@@DPQsEU_BT? zn?$Pp!dqbw!))XE9_r)Q9c0A`nmC3Zf{9H=_@POm;cfw$nr(R8lx@4c-417^VH*_&n?Lle zb1-fUT$YT(LPO(EgIW$m*$Hs;L-EtDHv zA0|hP`knQ&maa&ZP6i!EeC;m^gJX7RZ1f*|P<7)r$PVAaK=o+wF+)~$GMO4@_m+=R znNeTn;7pB++8mHe(u}gO_5;o{y1%(f2 zSR@V(x>jjYabrf3GXq^E+X_jFbF_Ib)c)wV0gnEm^7H3aNtwsfyqb z!xW~iuxcrh<~$h%_gpzvwI@dXWUQq=c`YfPXdLfI)5tc&R1);myy=CHuZzOHqys*Y z1{4nl?Qkv7rB=C0D=IR3aF7hG#>EjtGM%aK=im)#nz&R-8&zeu6Vm)(wS!ATmRGo? z-+uNrNf&aB5+Ss1pUa{2%J4Vh;b&FMR+M;h=SG5yxJ@G8Fy_fHZy^Oexst3BPpI5u z-cDAnL7MOCwJ=ICpwP_T8#*0^3mdK>uU11B5Sjr!@@vO!q8)v{mZ#ro1t^prdJGA- zQKPS8({#;8pLmEO;f&XNz0DA{$zD5Q3x8Jp(sb|%PYaopDYd#qRUuU;^~n9w>j3)M zgzOpvi9vPggV~m{&=C+ebGDXXErr}0xurTX8d&olPCJ|jZBi)1*U`C*2$w&N#Xu}} zyQF@^RYlr5%%wevVmaAy166iMXOA$wqD~^v5UIm6QkutO3*#-SfJ?l|Iw4<#n5WG? z8~p&dM)A}lL{difZJhHe-BZnH)^_F=DZMfAFg~ZXj#gop3J=Y` z4J!4#bD!;WcS!q&31xr1?$b`p&t4f37R&5%qmlv7(lo{%hYmcUN_fZk=>v3Mt7A|n zb{#8W6+ixixr)a~A`|QTMpn7rDnC-j(r$jwP8I{2t|g03+3hvLL~1N>R8S^KKL;$s zrV59aacy&EvKwpjmrc)2zzH$9N9aOYh52Dju?MwQ6I*%R$Ms%`Z`vf2n)sSc&&;_h zewL(;YR5f%$Sde_UD8{eUgy42DPXK}y}xDQT_NDIm)tw&vfi)Nb@@f8RwJ5mhSzF! zju9`n#^J~uxT_nbPLWHI-i?#b4c#WM`Y>3zaiRK1M7(u|I$g};rmr=d!9G76Ty1Yi z-7!)SLtaXux%OU<0_=4e5iyIW24QE;5Q)*?mgX-~^xvf7vML@f@-2@4@)5S}PV>V| z9oAN7`n+6&G;Mb-#KDB7^Z`S}5H@?81B#@+t$(kJrc;@e!GQozs3&Kf?`ec%|2X*%8@J@DFhzH)ZO@kmGd!Gvq7HOa{BC++U+?eV_eTd5Zmr)n-gV}Vs zbm5`61#n-zUUHh-x^?naSh$#oHq&kwkhW+!7E{2<;tuE&Ep=4zCcCq=<@IMMqZ`Lnx^m?>WR9&=jp*+yG<@E{*74?CN(7u);01(v){sPf)Q*2Iad5 zU#`-=R6@q3#Lnxt3JqQs=3T)~<9y#a_x7*Q@W6ZV3o61tf zhTG^0rgu8?UunB(Qwz_A3}ZB09;myyVI;KG1)g(wt$HZ0q`dd#>rBGx;`7V*r9oB& zwM8F(6amG%y1VX=ypazSxHCh3A%FImZgDUHbJ12*;j$b!(f|0+k~52jJVSH7 z@BV=cO{dEs*yC$0*0R|9dWZlRTtB*7+ASs9Uudg?r-~lT7hf9vMAhi|vMrLf9_G+G z>r`;_18-HV^a|z4vf8f4tg>CuyCoGm0u-xOCprT3hR+N7UOXQxO93@HE7~9CXw>v3 z=)4p5Hg6nA5OMN!*J=#^5#*mGf$ysWG46hgaZNIdX|eBSK~Th$M$W~7n^>8p$tnNd zg~#RLJEJA`TD=D%0_v%PM-t9v=bfcCl7vO?oLKT0JM)P7xGg>|%czKyJD(kes`g5C zEajkm3mFQE?M-`MRdSs37UN(qq;6_JAR%t{LN2&r=!>n2AnVtjn{9*WDz>{s_@cRZ z$lc`pom6csC$*lQQW7U2M?-t~8(7~2Pn2xuUcNYZ0sHludhxo$q{(}9B$Mm<9*_As zmjl{-MZ|_@y@!d7UU3hf%Rb^r|JywHSVgu_3*xCaV2W`iyUiE?o|qSJQr8GHu{TexW0n zPWyKo&}jVIq76ti+&BZis4bg~x0K_2`UM*z{blm}Yrsb6_otakwWyJs9RGI(DUkaNI*n42~jGD!fv3B|l4I2R}JA&&t{00X0)@lIgG+ zRak&ahIYJx`UB?-WLK27C{HJCH$8?Ld%l{Oa6OoGl(@(?VH`TngGT!NCML_~(x2UW zft2@f{hcOT-Ro#}z?>9qqH(lcI0XWJC!_8M5EZ>wtj1H1h}kUrAn$6lRZUK6 zO4_wF4p`qazPq)Onl?2)oj5hTZJ}F(s*CM!iIzX4wdI(`nuJADdur0&dR&* z9cPPo^`JkM2~>6mSW7y_m3^K_?7jgB>AFm#`nk9Ah-o#i*BqGCglUM$(ehC#$Q95l z5wM{XWTwhLOB8#^B+DF!7lQHBPfYACT{$jm%(zXPO==a~I=`t`9#-IoLw0ru+M?DT=QA0Ntqohl~6MrB9!Vg165`7WG z`~;sKga2(p23-LLJ~FYWlsw*(w~uv^qgurLX!R0p6ZWA?*h}etV}51mIs}chsq~)D z&%*Xumk3+C{9fY)pwr<0dVWT+B;KlnL4!BX(jejbZvS~RKiL6kt5oZZ-zRh%f_d78 z=V#nYFZ>AoL@(^`?ISPIF4?sj_#yd8U|eDVztM3Csp-End}l&NzeW~WYI!V1ynMIS2IG{_ zTf8=M-=g)4p9i`Nq4(2C@iV5SN3Cgo0_gP^O|)03wgOAMtsnf-@vZ4*Wov_N8J196 zUtow}w5u{W<9o|aO4Yu%rP4#w6UdC*XK1bVv+}b*|KdkOP1g;+Y z5@st&t8puH>zZGcU!BR^$7>sIO3Tt8yJH9r}2Qo;oM1cFEO z9CRGa9Q2O(Bn13OcDv{_nZD(3_K{jWTLr}gGQ$^{`kDIast7dhRcHknw_1u3W`gm2 zBe}mmPJEh3_FzM-A3aepXzP!%Q0cK{Cdi8yFe{;i)$UYEi=l{OK9I&=^MkY!0cH3g znSS!J59x^rFwxKbr2GWM9?=Cx$#v7qG8z&<(5YLI#rX9E>B1M8YtajlS?K&1X(usw z#UOOSQIh2Z1n39ISS_+a4DAH^=qu>VZ=-c-H!(*19*QxFN(`eOSEJ*I$_3FDpi94f zOG|)!kKqlGm_3R@TR~+(nSzP@&6BieUj7#ZCn(!Q+YaL<1uqoRGlZXABSHNx&`(^( z7vyQOeuZ4zIT79#8m}*Kk$)|k_T)>rJJt#FHqQ7?fk^f*KYpJJhHd!vgKgY`>;i^@ zg=}r{FXVH&9w;Y}ZO}H;_z!umEbYfak?!|TIJU{g>Bh$j^5tJ-<+z|`vs=E%xUc`+ zZrq>%sX#*EQUUlakDE;`wky8-6h;18;mFE++_wNtzUk>)R$<`j+Xu`RJo4!5GU_j5BlaulANFdbB(bt67YVzfBWV5}<$zB=H*Y=8c))5 zXIfKUPbw;^r&t+ZJzwdcj1aK~J--v%GH$gEX01wW{1zAXVna@Of4<9>pfBJ zZEBUiv1{_({rp8Dr#Hh*x|e;!>F1pch}mb6!l|7mhC-{)O=w(<-uSIplG~BKy)_dS zUmvOMs=wLak3zGoHVH=~RPks<(=I(IQU8J}ctd*sXZl|A>;1>LF{-L%>l(gj?i!7U zVV_fm{3ouW>H>za+5FI+<3_IC+#OdjlKF4{LjCV`V*bwqCd6&59c(Q19RA#Y{QoOp z;;(`(|C^G}P@szJe?lgJFTels{u@LLM)>b{J^#1C2nZ7X6^wvT5eF!e%LxHO2%tb@ z#_uY&|Kq+RQ2X|O+;;?O^8T;yJMsdxa{qfd9H8hj;(f>eHz`DTj1QAz^5Ebcu@w4QK%;;NEXCA!%&!4ozdpSR^JXtGq#bw4|0a$EEi zI*YPYJhrG&X;M6-wPxp3{*!_q#1Q&6OP8FS>zHFV^!pos$ye{Dzs=ZbcnsQfbs73# zw5J9rdr{-X++0X1PgWfEr{$WL z&pZeQatUu%;-HhvQcANr!OSuWJ!XF7XfahAN`%rL=k`BHZ({a>~l-~aI~)jx%p z|G8=d$r!Fg%8fsV3b#4aJ_vY>`ZASeN{LO5s$(E`-=D*y#gIZzd2;Wgj6D5= zr;j!9@S^Nc{GOwM?&8Z6DcC)^+l2yUd&D4WD~dc?XEU+oyV#%h!>!S#QQ#AMlly{0 z(f0UFi82#`H2MK;_!Gv@tS$pk@1&#khpU#%PqtKFi8ztWEgn5;Kw?38kycm!bGkS} z*zc@CD#-e|mYmVar!q88Dam#`%~-`i>>;POI9qj+r==-S7t!s^Go>6Do)~U_s!%Ru zQ@u@JOg2~YN1Ae7#=HlKkZh2;?@{=PgZZ|HiiFHoqn{rUVb*)rywANoyG{CvGUSrn zZefBlgYr1l!y}TgXe&b)pY%NayMmB_F@@EI{g>oHG<0*MT793(TqM|E+o!q27r(7n z?!~P~YRCGX_%YbE&b+>?Hla>MW$*bBNL9yfFeLYVg!Ah}al5@d76J_@3v3lq~CUP*jM4b=U z_Xw?O+taA~J0jUnju;v8*{jA}_8_f_eoPj8@|AXjx@to@_56*%hW94%FWvOt8SI!-Is;}ZsbD0 z1gCtwjon_aerK%jrXGEJwQE0UZIAj2%`SRp74b9&>^`-2B^an84S<9^Psxf~`8W-m1T{HBrM^Wjq+Lyo*;rTpmSC7Cd zqsEnZEv#o|mB=mKlQv(3UMD7WmHa%_Gt?U%D9rbwk!~THrWhHMq;KbMa6ilmUL)+Bu`UippV(=`omxhnt#?|_{vx;#5)N68>&KE5gM^;WM;s*`s42M148&Kj`;@){Qt8eovk@5!;kLMO z%!^Mm`{KqtK^7QAXIIflSvg_{nX$CYUJ13_FRmPL&dz@MGux;vD28xeGEug+HIY#9 zot5J-ra=V5Y3b+n)DX+KZ_9-P5R(bh6@97DuY_L-2S>hXE{I*;&;E#iv5swyAJqBk z^9S*;{=yPxB9bZlkAO;R4Kk?PtKU~n5a)bnl*-&8OAV@Nr#AC0my;-B({Csmn22BF z4O9ybP3}ltUyr}<6~-`~x*Mc@?1WyVxe^35*?{Z!KjdgSTgNF7CoANpNO{eKK0oWW z^fOi3C4x=yls&pcsUu~;Z)KLSJpf%nBvvY9&4-u0P^@)C&CtM%p%4NOh6;D?;j!f~ zNSsACL$)LtMC^|aF)O9Ei&8O97qpz{B0AX&G&wYMeucKvL{L!aD?Ocv#Ye+ot z&m>=|{A$XbNU0)_JY-!nF`26k*`XZKS#)MTk2q8=m`NX8XOV%bN|=Z7w$M)J&WisNEevy;Tbc+F|AcxF4i0#>cr(J;Ue_80t&((jDd$Yh-fFRw$Ru=f(< zqVErI8f`_{aWgxo-|+G{*AU59f%BO!6YkisD{b8$)|wWHd>J*}>Sdsr8U2|%l7@f* z>=4b8@qkZey8|!Vmx$bIoxE}`3~b0*CFK-5t+BUoMd08);+ir$v!|fw{wjou#`P$1 zhR=@!yLt8j(vO#XLYmJPWY@2^_R+m3CriK^?|5XGQs#hi!g;vnB_ZSr=gp6s?k2vg zQ=9Iui#N_5Oq|i2`Z}jJF{@wA`)xyM94Dq16j@-+`))Ge!Rl~`l?+a3&a3li&t#os zGSX0gmdXxURpM&3t)iHN8fPkPN7eZ0)O*Aq*&w@|U+nt7TDSK;+Q3vSjbmjBQxsz> ze1H+|*_b&eEt&19L}${y#cCDT?MD7yq9=~mXKl;%{To4)zRF&=QCuM+#lW8(8Yu=P z2^Yq}UrOs*9}RF2_<6U}ILRM@mht-AGzu~f?M(-uN%vnk8KM~7S+lpNn6j0VIcD7oXGdGHx*z#~OMEbKr!;HC$o^C`7~ek~X@C>6yE`1r_zR0_`uxA5%KXk-d`D zbAxZ+y=0$bS)At&WT6lFoXa{#n&D(?>PLk2ONCx(Ydl*K{M0IEvf)l&2vL=040#~c zd^7`F#bM=+P_zMcH`iB5EWiBvFar)%&WTy9-AB(7YMew&v`s&+k&;>@yvH7GW(;t~ zw$!)zT5c;W{~KTgF%kzjv_jDSklWQqKP6ti_7q2J*dPBk1Xbq36i8u zD$C=eQ1qV%7!mU1rD>|M z&?ewC*NV_6UMl+Ft)Z}#DQ}LvEgG!w;c(b|x*)PTkT!(cOGwGW?}M5ivcE=rrV`sj zd-=8#9`6Re%nGoQFe^P4|d(O5QXamBG0~A-V*cCAxn~Z_R0kezc3KY5?H-E$zBvWpQW0gBe_(R>l5TU zagjkQGYS%INT{^Dp}h3LsE3{l6nD-WggT+JgiC>qA|GzsB)tb2sz_yJs9#)MGq^ux zllV+RQ^49&|H(_CB}A&nC-|wjX6D@%g`X#zL!5IW!S(GHjH%d;7cq;x7cnm<#`446 z)r1nx6?K{xgs`M2l$(@jp0~A?2BX*Pd~bj5)}_G@rc*RGpdY}HQIxmURU)$ZMq8)u zVpK-vG%_J{*obsupn}th5?cLU8|c!s@IaYWGiMmQVa z3Wl4#MDR@f1%X`22W@SiAl=s%Pjsv9EvX|RT|Q0K%+A1k+BBcviuq;8wXke+wU&R) zjs?y6JaJDmP!QSljkFbJ)C>nSDiW1dsmd&*Uamvt?Qndfg-6K;_yWA4TL0YV+)R99 zH<8ck@_Ut67Py$7+e*<{Bo~h`iKyy;tomJ9SMrZ7wAFZAR~#fQ+Mj!BsEipI?M4~~x&V`>I-& z57v7A9?sm9OEld1+zC0d1{>RPD9!NY$H6!vS>k}p{Hw<^nr@t>;yj_&W%ZXAZXK#i zs+2pQ75xc!-skR!Y2qa28O9WA;=ggGlzkSB`SHSNSv+MVC)=z~Cb*qjMV6AIW`v~p zw01stC5x~tTqcY}t_5vNfH4I-)83+QC|8sSS9)Oq`Xhn*;#PR=9pueduY|9BtuRc*8{X=yE`(R4W;5NoYkUx6FitN ziF}#Vre0ndxXDTFavcg$sN_BF<;SnAeUTHn$u;zfwdX?KauYvV<&(AM1=X{ga(v)D zZ<7)-JYyuf9|poD8+$Q2@7pD5U`YCTgQznI zZC$Igul=2Kw0zcMoikV6@KgCh4>rNlg3v0fsxoDYH%ts%Z?4!#G73dPMPJF_cqp1% zYXx3Swhl*;Od7^ERh7>jMrEmL(u_u$_J_aN?9N=0iuUn|mRhnV?)x_HYCOl!gb^l< z{UaKvpZy?yoIw!GhF5$qv`k84ZDy_Zc(1m~UUM}}jo#&w(`S~v^TQ`)O?8Jki#h(S zDKIs68`cUqVzt^YuxdnT5M;w9rJ2LhPX2v&PDI-&S10o(UfX{uS})*jIsFfM`hh4% zjvr>0i6d2KeP(JbFI*OT^hXyoNe4b@$dp(0qM=B8e9=xV{E71w?RcBeX13@j&d4R% zC1YX@)U1^N4SP>ZiF{OKYWhc%Et_}H6boa=`;lrjS0<=HFN<#T*=%XYvVWVIe{jo~ ziHt$3Qz<(EbSmH{Uqmu;>=_B2q{fVIFpK%(4lyNt)FS;5{hX5%9cvV|zv8B)(Yt#; zH=?Bup4GL@)ksmj(v+vHH`}qEfv*hrk6_eyV9lVd9*;GRe|5?)zbX~DUcm}?G!)bzm#G9h!7ufRQMxshyRV;O0!BW({|$FD*X34;QdTHb~o?P$!MxF59m?3aB% zN)HLBesIOHLy3}vlux{}7?-3f4sRWuGoL^+Z^&+F{p{$kjY4g-j;j{5WjT^@Ks6fr zR%eZDeRDH?Na+Sub~&$ zf%)@#$MYCr;^DIaQk-uWM5piNx6pobJ3~Wv4-Ysab<0eypAnD`;gGa?zBK2e zUp)FN%j)PQTcDbvDfN4uFYH{OC1_m@k1a&pqzN56Un z%m>VCR1Gz%eBtfzd_yo=e;G8<$Hi0TlFojiR$YO2q+>Q=eKNbk>UyE6d=$t<{$U3w zwo4hSo$OVTLaaE()HlHRA;jyKnxKtvtOsU`(9;9mA9@{x#mg2hBs0#DTA!Om%%=Um z2aNg&$JTH@XmFN2xQN5{FqhQTu&VGHc}RF7^JrjmVXTWw_m!!d^Jlue7b4pKGmiNNS-VTmUvZ)U|T{<(7N^Q(GtuK-- zOvSxgQ}u)!=LKFNmj#+VPTkpWd!)CHt&_$hJ~G|afyEfqzGR`5oO!pMBKpkK7llA= zQF+k=XII^^4|!J?E2J(m^5Mc<7H*Ud`7z1CnX$5_f}X-`9%sD^MWC^sdvC16>y+}E zojn^cED)2zZYW^S^Z>3R7wxB3?H6(nU#38}>r(5pe`k6XV`fT0Qb<>QNIJ1Idy4mK z4dsZRSrw)B71C}YuCcoLpPn^`O%*E-(Yt=kGq6vMpGOO()=DCmJ-+MR()#0(%yP-s zPV#Rt1`?WUj`o1%*T~2NWl`le+^6nYk|6JYw#Y1Sqpr>S}x83pOsnmhY zR|Wpi_hD)CpNrP38A@||UzUC>)iLotJ*uwHr_O!xT3jSoCI_;cxKh`iPU?KRO96nA}#ym7N~(@A1Fz73DMLp-@gww_{ttoRDz zst$a%w6?ZUc5-r{ggO3F{#>8%%YJ!Gx?&<+YE#uLmYRX2Z_D6wpOjSoLi50Q^e^Mr zM(N$%O1Y-^48HNpBbMJjwOG8>q}m!^=1&sGp|cPxr2BRfkqEnaV}VBHp*z1qu|bt( zpe1mhYyM3^P_c@_&gZwkPUl!Km&@#(h7U^ELZ){p>}s7k2Q`B?y4-RxbX?3nuoaz{ zW|yf6O=N9u=_JfhXbnm)e@|74cA zQyXtRBk5s7iu>JlHFl@ZF8!o-h^hYxgOo)V!RcY6yjQ_|kWFz}iS~HT(J%E(y1Ort zJ?SVk(CZ_sY8&X}0%P~$QBE`4p8R~D+iDyA&S;BC`~z?BJL@Zdl6T`cnCLQO0y&1t z8Xeu);VWOqb5A%mG^bfP=4G)$No6b42|A6Qg;UOgj7Q%T1%5vd?^7Z63f+|Mk@rs* zqkYf#v4fE79+$=!B~1T!pPqf#CDrJ zx!fXCrJ5`E5#COw^O70$)(?EZc0-EPFJ4`c(_3tQz{YftW->z6Wliyl3ih6)kIC=y zYyGh)S0N3?d0w9TNWxsKSKyVjAkSgbKIK*K@QYDc%JbtN!oIMbtsvA^(ZQ+sOxf9u)w6R0Dp)2QnquNStP zQ|&grRQ5A-7K>qKoGM=)r-h7rT5<-3Z>I~REm=137tDeGRB|w?q*mZCQRm*9fAyu? zv1-QhBhf)l%zgWac07vpId@Hb@l-?bw65^>A#t79_3Y)HQ>zGk)CgetXQ6j z&hFrgNs!MV`%v`a*ilRmgoma)vMzOS2v1q4tLq)GnbllcSGD$DS~s!wUS5a5-qoH* zr-aTr+B^89(A1s_z!n^is9+2BM>w#Jy7T0evfA^Ql>63=i|Y>7!Yk{Puyp$)3>b~W z5kBno%DTAqpuIyt%Gj)D^T6e7>hijf^{?K6`q|Xgbt>!m^>t3`=e9@8u&z2c-;{54 ze4PUpvkkoi3f2*}4v8tMwS4UZeY2FS>vv$gvsHFS1hC7xsjdNSYmGWP`?1z=-xQ(Q zhVFq!*3R~ozA2=&ZtqhzYTXi2OlsYdQ+8(sI|g{IYwV90VJUS}?E}xO-!B>?!6F@w z9>5~)kI-Q|b#93%PO~Lz#yBusyUOGgW9z*QV`3P4U0q}fv$cw?0~f5XPQ7zrZkA)s z7y}ksr`|nq&wAa#ffVLYXSQg3A68jc=bNHF+rMgz3LC3S>Xf5`y{s!-%L_;`x6ZSD z*&)XSBc7FAHzt4)*0F9F--9_@Th4~97<0gkX5;K%_RHbJ{AY=5xdT#0X2VvEkzsYS zhW4>7;qfVs)&ch1i77nRsP?hFa+t85S?tBmRyhJ#@GPS(;gH;oN{?X<=4rHfCI-zb zWDnq0#yDoqd>eJyr^z8yk2gWwd!qA9ZZwhC)U>)>UL@l(9+~*6Tx}EnldyY&)D@rJ zy3=CHq)m_+S+&j$hV2D8>s6Gut5Yqd;InhkZRzsjDa;cb@biECr0_rg>efn`j1PX*A5<&e9h69-s>%y3ttnwH z{cI_%sjP0K_*C8Vsk=Xj&rDIh{j6=p|KdO=jI^^eK0f!|$Y^cM$72Hb96#&$n~;@| zUd$ED-fb*X&%1NU5<5qm(SrN}ks3#))|$`Noi$a|jWwSoRm;`3Z7rqDJnAPhhR4!J zy{F5sk3_HjK&@T(gNle8@1t^UB@_%L4gBHw6SP)?kyU9@hTZ@LWe)B);?ZO68ZYaQ zcC4bt?hI0cqby{-P3+@)Y-CG8=kYyU&&35-O_)W%b^WUZu{24VhNC^J_hM-huhM!> zWg86+Ib&@SQ%w$`v1N&#Ti6unTe^oRu|r9oovW0wFOoc4R}GkHz~>aPxJju-_5nR+ z%rtOuH1T;8`;ZmQWoC&aNqrnDG~(-SHaAY5I4Ub zcV=8}^)5rsSg0(u{>S7VUs-D1(eK#Q_v_Mo*qGUqX1j8NdoY<#A$5U0_RQh33E;Yv z9z|xEL=NMRK|Ny3Sc&~6_N1|Hvg;5tT}WV0n(TH`zp*`9th%f*B&o%aKh{ikJ5kn1 zu`ee;3L48QTa>5-Db$4|^)NCMCdF|lH5&>N3J|7n7hppodeoSWWTlhhK&-}!?Kx3W zcVoe_&$!7t7}I+snHdsS!DNGs@1*X>S~9E4LXr$Y6%Z*CNLY_Nvv?x5F(gQeJl1Eh znN5-{mWa7W78O(hN5Z0$k|j_#z8CAte4W(Jhg6<3rp63@ej_OJ2#kntE0WWeRG^eoIdf`kYI1zNZcI+24NTw^fLNMfnsTyePr(?o^c--WSL|c zEcdks2Ez!s@@<6MV}lcd(Fkz}p@hVQOoS+e(ZS7r5W26{1%6nLJ`{`mwW!``sx3B) zm}kUS_qeEJp%&hRyn(-!ZY-Mymn#BD@ccx%(_whukS^u*wACS7#cCxfF2qoluy zY>`;BSroS=Nj+eVfa3_?`QiI=QD|Rv{}CKx{;rKL5D>V}48K2rr_9%25xUO?$1I_U z(0%=&;og0pcP*l}cdC4O_X#F(fBJmMAcl*Ex+wc0eZO1Z5~@o&xux}>0_ozOE43in zdz7I!`7Jul&ih1@s5Ngn7p2O{Ebm#hvRU|kV%5+7_C1KD8Fe4-iY+739!4w7+Uo@XbVP6BG0T?Hl;hAEdlJ1hCK@adLX;P^*Z)$qht7xO1hBnGIe^JaI0Q=(}m|AgN9dt z(RxT=!Bx5p?@Xh7xV-c$6n{=Aw#ulp)I)@Poki*7cXcAVP8+u;Lbqag#dau;hYCs|h{q;>V z+1%TpNUXc^k0qhIsE>wGN_{OBU2KW3P)pzFv~Vq&0GGV6ANkOq3DFKfcPkOwAG?t9$HsgnhQ`%duy165cYAje3LC&`I8$-$_q#d}MmZq1nNqQ^`HKok-q2tUpjqxrt2F69HP-p8yDQJ-eu5xoKH@;tzJ z_C_-b1M-GA$2U_KB#DG1$|iZYNB2(o8^$Pfg2#fJFN$usxlb2PDsS?U&R$>o;~nZ` z57GYDe9iwov-kgfSkM1Y5j}i=CC2!F5Yh8zr2otGB7aBp0Qp2L^-LTv|5w30P%tL^ zPYlt&lb8QL3Fi3|1oDrJB0wgSztYz5@WTF`IEC-;oZCELfb8GtRQUc5*y08A{s;U! zBMBG;1(L7-yY1i6PTVlif55+!X25s>3jc2Ux59A4c>V+a9b*LHg#!s={?!)9>i#co zxp|@g0soF{f$;+IPycTEw_s2pd&|GUzXjui{zqI0kfi>vIp7Aeru@6<-+}?DY5pxP z1oXFD5bpoMz~6F#L43UbgW10Y`<*)H-^2bb7!>k9i2cdd@>`X-!T%ZdPv(%{AdCkH z$@zPLKQUE*n)3dK**_sWzd<+z{BLRho)$qtOs>BY63OeC7&%~a$(R{B{7%dNC$I}x z%ir-`kiR~Fls&({0nuQ;KY0H7_9v)K5eRDg0|I1!{|#7x-yeT+0|6g@b^lk!nt$yv zAg9moCg4A%0D#Ybr9uG%S^59qkiW7KfdRew{T+y06Sr{!sv7_yZU4#Q<7#hYj0vKJ z0BMAPoc@3PKxlcPP;Mx#G3_6WkB^6k7exE#Z?x8bVSm1G{|oz9yT3Z$#=yL{`hx$< zcn}b9H~sg||DXYs!9c)xc%X1N0tVuNKyT6Dfxr+k9v&VT1fef59vD$J0E6=UvmG49 z%gu|xAAmu@eE)0*0(jv=qzeM(5Bkq`KxQL89zIsU~mXR zUjXBSf&WPtUo1O}$+R$m@&7$VO=JH$Bv`a*dT`a+;^9uUHsgTTDph;#KDL)0OFzyBf| za2_D)I2Z=vLzn}AE-&PkY;Y(a;(CDLyx?2&3yY9pj#Ligt$gf5Z~=N<%R%8 z7Lk|V3;a(EkORn=hll}*?hxky7!Qun7sL(WMLcH!_X)~_xaQozHoqkYup9_F1jxb7 zi@4@MUqqV&;^qN%`agMw10nD{xA+4<#J#``g@O^*2;dopNCP-2_z>3|1oXYNr@5g( zLOldtc!B+Pix(K+_x-aSh#LmEeU`ysh`I~x1vuhfg#%*T(r3VJoAAO=MI=4d*QcjLLBcmhG=7f{RTqx34ddVy77BYBiiiW z`wj3+|KSh)#t_fT-zOvD832d|EC@nhKqsLHa{Sg)ME(F{3PaR;I1CP$B82gPJ&ovZ z0PUcNIt~Xc6AV#@fD;+<>;V=Ha7Gbn0Ok~dXFd@0wtvdU3rEx|pdFwH2;=d=AW#Hb z!UvpgP=vVx`oa+XCZHV*(U0H*@!pzez{v)ji+|Du`tl*3c|beBsYYxE9E}Ki|NEpx z)Kj1@9ELDge9+rIA#l<{5ub(l0MQU_HqaNCECgPl@LRSMXvc?m=J5fB9C4oc0DqDj z;cVoCfk3zB4+@7N+7dn(;IJXi0SpA;LDU1_gh#a501YUj&EW%BLDWA!7%w0Qg1m4Z zUNGW%0M9sxXEJbD0*BPCzHmf)0JMYM>I;WLZs{7}HrH7XR*x=wkvH;K<$@4=|Otv0J(U^hMmiz<9Tw%YI`J1iSGY2aCC0b1(f_2 z26%h7F~sv6paB@v+wBma5r4P4wa