Epoch Iteration Training Time Validation Time Train MNLL Train JSD Train Profile Pearson Train Count Pearson Train Count log1pMSE Val MNLL Val JSD Val Profile Pearson Val Count Pearson Val Count log1pMSE Saved? 0 0 2.127 29.38 90607.91 0.9752751785837526 0.005027657621256072 -0.12357218161918929 6.319937229156494 70876.02 0.9753822735213002 0.004886638312504162 -0.15479659480337427 6.013067722320557 True 0 100 18.18 23.36 21196.773 0.9689778439348822 0.027789095488375517 -0.509197613011399 27.854320526123047 14256.316 0.9692751663000624 0.025912971740358344 -0.5809674961170024 27.122249603271484 True 0 200 23.25 22.8 17036.396 0.9704011911241373 0.029504968859571514 0.47761010883002925 7.109607219696045 9666.523 0.9706978484817369 0.031417953315490355 0.533769999744842 6.6536149978637695 True 0 300 25.59 22.6 21167.666 0.9719821138828346 0.01952618068537016 -0.4817270895015488 9.973761558532715 10201.667 0.9719750662479488 0.02097008458713754 -0.5528322998088082 9.477139472961426 False 0 400 25.58 22.78 15509.089 0.9584987713717986 0.058469355514770824 -0.4624567485823211 6.737720966339111 9223.305 0.9584401527417197 0.05724949168107366 -0.5311995278829745 6.381865978240967 True 1 500 26.84 22.76 14894.45 0.9563647171380111 0.07237175494789254 -0.26246110538535805 6.5791168212890625 8696.741 0.955997343732346 0.07282774166452173 -0.3392715314541293 6.194772720336914 True 1 600 26.76 22.76 14688.16 0.9614512963954079 0.05121102676845926 0.4513151098231155 5.484608173370361 9964.483 0.9615181361058536 0.04967493941569122 0.5194341961757111 5.031182289123535 False 1 700 26.82 22.59 20905.408 0.964038905460567 0.045161723242944554 -0.5125142876282925 8.743958473205566 14239.899 0.9641401533295073 0.043637316989301206 -0.5795845896036222 8.371122360229492 False 1 800 27.06 21.63 17759.852 0.9597263009805929 0.06220655242749366 -0.5083304270113523 7.672544956207275 8541.65 0.9599404466252585 0.06077488098974984 -0.5708848409367658 7.456615924835205 True 1 900 27.37 22.2 35834.28 0.977107798512931 0.013111644248216212 -0.33941327355128514 6.5184502601623535 19063.682 0.9772704830403531 0.014530806170738706 -0.41840285594649945 6.1471991539001465 False 2 1000 26.84 23.08 19472.045 0.9728022988985742 0.019171827957785798 -0.34702169925330945 6.162422180175781 10925.059 0.9728433192684179 0.020902920092891623 -0.43113695177580347 5.822897434234619 False 2 1100 26.52 22.76 12391.636 0.9592007178548313 0.052618328956205995 0.3217867360489325 6.5670342445373535 9523.837 0.9590001016232419 0.05216715768808127 0.34076042858293093 6.138378620147705 False 2 1200 26.56 22.35 44868.996 0.9766852593840986 0.015080965791504263 -0.4186227892842411 9.361095428466797 18715.443 0.9768418598652316 0.016672868250836696 -0.49493564433870973 8.886913299560547 False 2 1300 26.84 21.78 14602.818 0.9565970758215984 0.07138110703737667 -0.5113825296908513 6.619877815246582 8464.285 0.9567832536422243 0.06949299336447619 -0.5785256410321314 6.344658374786377 True 3 1400 27.33 22.31 15296.831 0.9555141681289312 0.06710280002398732 0.23306424859413175 5.746765613555908 9053.256 0.9557367864743879 0.06493828373541397 0.25437375599014567 5.365077972412109 False 3 1500 26.9 22.18 14464.652 0.9562858481060375 0.07570874563510484 0.292716131564441 5.6448187828063965 8424.356 0.95673831201128 0.07421234891647834 0.35950218437139747 5.2493815422058105 True 3 1600 27.3 22.28 14349.647 0.9530492001903623 0.07551134700570815 0.39980810010565293 5.3167219161987305 8107.4507 0.9542580490775444 0.07196756000269791 0.49945354491603344 4.859800338745117 True 3 1700 27.1 22.87 14448.279 0.9498839398469939 0.07818377270108445 0.3360216620815906 5.448425769805908 7902.8154 0.9511599457157365 0.07427402957203073 0.4426116327491979 5.003560543060303 True 3 1800 26.57 22.79 15721.769 0.9432403515215769 0.07557882110541772 0.44810932602042736 5.38249397277832 9455.909 0.9445904564627025 0.06891903804849762 0.48786773722661675 4.959616661071777 False 4 1900 26.25 22.92 14991.418 0.9435575306334057 0.08068820871149385 0.37844081300257176 5.496988296508789 8440.573 0.9442553640711598 0.07714929727823532 0.44124171258442507 5.103240013122559 False 4 2000 26.54 22.05 13485.043 0.9427425388027887 0.09344550022387658 0.4874887341453783 4.975833415985107 7844.4355 0.9435909567651769 0.08713730570502187 0.5526735346294566 4.497872829437256 True 4 2100 27.41 22.0 15953.805 0.9631756370794996 0.04274223783818897 0.49088489204497915 4.839494705200195 8981.617 0.9635217302094068 0.04148232760587278 0.5544748190477793 4.3399457931518555 False 4 2200 26.9 22.27 23132.49 0.9677749460485278 0.03294579196444512 0.43618533716917834 6.088407516479492 11330.5625 0.9677098232306262 0.03292446192353832 0.508101128335368 5.640033721923828 False 4 2300 26.88 22.25 13609.496 0.9566423660217419 0.055650342755131664 0.4605459246830254 5.421114444732666 8576.499 0.9571667091097448 0.052189507487585135 0.5041473725597695 5.029085636138916 False 5 2400 26.14 22.44 28342.297 0.9725456987897607 0.023116772781347775 0.36387849142688683 6.736276149749756 15035.309 0.9724793652015478 0.02340389537421896 0.41152138987847947 6.296217441558838 False 5 2500 25.68 23.49 12798.951 0.9543815461902843 0.07220800714460165 0.1010788846605019 6.703338146209717 8242.605 0.9551483726402873 0.06732052567270051 0.10138661941295316 6.404893398284912 False 5 2600 24.43 25.42 15433.326 0.9663995012667361 0.03359310495937664 0.42088779256221537 5.746236801147461 9565.809 0.9667257296435935 0.03306778105437906 0.47698560758171094 5.318622589111328 False 5 2700 24.61 24.45 12270.076 0.9526921937400978 0.0739662999827822 0.38592437017662967 5.45687198638916 8152.2954 0.9530913865545239 0.07114800038543423 0.462486324028123 5.037303447723389 False 6 2800 23.65 25.58 31097.258 0.9752700990170688 0.019379520630905974 0.41576483855277324 6.824277400970459 16234.723 0.9754958169762009 0.01967395073920046 0.4611209185049792 6.3772993087768555 False 6 2900 23.6 26.27 11230.439 0.9497965588072713 0.08772142410568397 -0.0667616662037565 7.001242637634277 7980.263 0.950549871001206 0.08333449246774083 -0.10717726325104239 6.587198734283447 False 6 3000 23.43 25.97 10523.464 0.9443158832537406 0.09148261507633992 0.3800265294660267 5.335014820098877 7756.3955 0.9464399458555502 0.08273165147307553 0.47385734732939017 4.86609411239624 True 6 3100 23.86 26.36 19149.184 0.9434405790760978 0.09432512428163925 0.29315306614540865 5.4882001876831055 7784.8535 0.9456647288953958 0.08539122432459481 0.38803424421201066 5.0394110679626465 False 6 3200 23.99 25.8 17058.83 0.9392204806569202 0.10797221131916152 0.29711152853385675 5.497275352478027 7623.4717 0.9419248679285224 0.09656310460932933 0.3937786051280437 5.055610179901123 True 7 3300 24.74 24.74 17796.18 0.944684251742926 0.09122699835326016 0.31482684305344216 5.472845077514648 7810.4663 0.9465304636471515 0.08400354757875864 0.4193801544374436 5.027467727661133 False 7 3400 23.69 25.96 18382.502 0.9451638505074151 0.08713053728014851 0.40901015038544813 5.085039138793945 7863.718 0.947715875127098 0.0773531918125515 0.4875856812220247 4.573101043701172 False 7 3500 23.01 26.19 11824.786 0.9514069875154927 0.08182021508509936 0.42055262001982757 5.198838233947754 8258.325 0.9522076284610738 0.07806166502469701 0.479798798406752 4.758181095123291 False 7 3600 22.69 25.73 11855.964 0.9485568580868733 0.07578134570934368 0.37521176218252117 5.800814628601074 8718.615 0.9500319634083618 0.0687662493709817 0.43996275999326645 5.374910831451416 False 8 3700 18.79 29.17 11670.007 0.9551213805429105 0.06880283587121377 0.45862795975132714 4.9284772872924805 8386.509 0.9563959299252265 0.06458848118973506 0.5374712101783701 4.417168140411377 False 8 3800 18.9 29.41 10641.371 0.9398594164834028 0.10698631668001525 0.4481877580745761 4.996727466583252 7461.7495 0.9425347116599182 0.09648013584834285 0.5331549896305909 4.492502212524414 True 8 3900 17.16 25.09 11752.083 0.9525992020299939 0.07824135763040627 0.42141779186233724 6.16891622543335 8117.252 0.9539019597734093 0.07311360379650646 0.49858428684893846 5.723472595214844 False 8 4000 21.08 23.55 10726.419 0.9492315609219695 0.08411384748814484 0.4810793769985896 4.769867420196533 7921.0713 0.9515272231689995 0.07595625077933606 0.5463632853876437 4.263586521148682 False 8 4100 24.53 22.54 11545.363 0.9490208968771024 0.08566015041666912 0.4882817005868074 6.75314474105835 9102.945 0.9503959698814708 0.07822751635958192 0.5474576798236697 6.303526401519775 False 9 4200 25.01 22.93 9800.275 0.9358499316088047 0.11700417048937546 0.4683121649495706 4.8009843826293945 7359.0645 0.9400595462804011 0.1007637795014153 0.5451865121999412 4.267416000366211 True 9 4300 25.89 23.15 10411.944 0.9398701872785864 0.103474173528583 0.48363306953682905 5.126033306121826 7708.8 0.9424647819599676 0.09127423541598448 0.5527134121204105 4.664414882659912 False 9 4400 26.3 22.35 10344.074 0.937137065596231 0.1182831380546416 0.44952121044152255 5.0112385749816895 7478.111 0.9396225245679414 0.10720855335115033 0.532187059187532 4.4867682456970215 False 9 4500 26.84 22.13 10433.221 0.9443073585599072 0.1002898128675051 0.49586521224399915 4.715915203094482 7453.119 0.9467253538028435 0.09021345018474755 0.5590825131996925 4.204895973205566 False 9 4600 26.98 21.83 10908.75 0.9455305399639591 0.09378587664890035 0.44661073521907163 4.986726760864258 7500.7246 0.9476830826013249 0.08474867038106078 0.5280815201411608 4.474090576171875 False 10 4700 25.97 23.02 9734.583 0.9314100926233271 0.1244942829340921 0.4708834200348968 4.643272399902344 7057.5884 0.935843616684437 0.10829118596793923 0.548345037559371 4.056516170501709 True 10 4800 27.47 21.42 10471.898 0.9422245758287708 0.11489971612904944 0.5012591986609856 5.528799057006836 7561.6694 0.9434697899161075 0.10663550261387486 0.5683341719791294 5.071030139923096 False 10 4900 26.03 22.33 11425.135 0.9462131650208829 0.09777112033097272 0.4915395261690029 5.267283916473389 7727.3086 0.9464917357388698 0.09470777200920277 0.556720852134023 4.843022346496582 False 10 5000 24.44 24.05 10313.939 0.9442145829731301 0.09961169654845073 0.4877231286998118 5.074950218200684 7586.7285 0.9455556400826631 0.09363599188209337 0.5560764112204806 4.596632957458496 False 11 5100 23.79 25.08 9473.339 0.9407215423418178 0.10784182420488443 0.48994462692240015 4.603797912597656 7479.8623 0.9434808341146812 0.09740844434479802 0.5605117234132125 4.040463447570801 False 11 5200 23.14 26.18 9093.682 0.9316290447778144 0.12171809389603157 0.4730619127972322 4.776095867156982 7241.7363 0.9350315095596964 0.10887956571879222 0.5534166013227944 4.176724433898926 False 11 5300 23.13 26.43 8884.865 0.9308837248133368 0.12022512471093272 0.4543798334649155 4.844907283782959 7299.9165 0.9355386062414474 0.103798692096538 0.5426613389387562 4.1682634353637695 False 11 5400 22.69 25.78 8847.464 0.932933382441141 0.12381321650409766 0.4945223190238501 4.679842948913574 7063.024 0.9367248990023527 0.10923015193917218 0.5657811979842546 4.085368633270264 False 11 5500 19.26 28.95 9278.767 0.9236447038988707 0.1374733993653974 0.49282837812943386 4.700451374053955 6942.184 0.928718420988886 0.12137369181120289 0.565765800305117 3.9971683025360107 True 12 5600 18.53 28.75 9459.149 0.9369108801084175 0.12210134611048 0.49688192626663624 4.609072685241699 7018.446 0.9400806558136611 0.11019202338266093 0.5704180149044673 4.061163902282715 False 12 5700 18.16 24.02 9025.996 0.9211452361925073 0.14448151860360392 0.4972897640016136 4.392856121063232 6708.281 0.9267511691905693 0.1277764619823236 0.5709721175755814 3.764387607574463 True 12 5800 22.25 23.52 8955.305 0.9203163607310683 0.14371753445558277 0.5084644134014645 4.558999538421631 6786.501 0.9271051430304357 0.12260041422085115 0.575532365666846 4.025416374206543 False 12 5900 24.74 22.33 10654.629 0.9390550161620782 0.10863926976657864 0.5109946801791884 5.066713809967041 7281.0903 0.9416122522925476 0.09943349201784608 0.5764743994536189 4.599887847900391 False 13 6000 25.2 23.24 15465.832 0.9247335315221712 0.13072243094937286 0.5066527125764619 4.357654094696045 6980.4595 0.9309872784523728 0.11320757292881342 0.5752660619791081 3.678569793701172 False 13 6100 26.32 22.17 14921.348 0.926450206810543 0.13114478281483893 0.5109403867469691 4.381845474243164 6931.7324 0.9327826253928915 0.11167375720828245 0.5783330770400472 3.8150880336761475 False 13 6200 26.34 21.89 14230.136 0.9642608271825862 0.04420781496844075 0.49583779501576264 4.9535908699035645 9209.8 0.9651940064314694 0.04112320043518432 0.5458451824665826 4.46253776550293 False 13 6300 26.82 21.51 10284.435 0.9329547159528581 0.12148051894015241 0.4878969830016542 4.640003681182861 7114.5566 0.9359827629416269 0.11199662958479922 0.554341628225161 4.046957492828369 False 13 6400 25.56 23.5 9828.818 0.935051145803974 0.1274449384454568 0.48526765423399737 4.6836042404174805 7120.7363 0.9382074953792745 0.11478137627847805 0.5496516570498333 4.16620397567749 False 14 6500 25.72 23.46 9613.269 0.9298915928171091 0.12844042671516354 0.4872335140641827 4.690780162811279 7224.4517 0.9337792035361979 0.11501399631863414 0.5484434909372874 4.199488162994385 False 14 6600 25.52 23.45 9246.797 0.9308479662688018 0.13152378598352532 0.49631356621247447 4.424145698547363 6998.9385 0.9353167214901259 0.11605784012519726 0.5623465829391964 3.839949131011963 False 14 6700 24.85 24.26 9658.108 0.9272404115142462 0.13830444973163927 0.5056127757454447 4.683335304260254 6768.4585 0.9313907013591469 0.12438258129451017 0.5716755502002019 4.1801910400390625 False 14 6800 24.69 24.93 9161.414 0.9237652233598997 0.13973869670773342 0.503517111189327 4.335799694061279 6606.8726 0.9297657131321977 0.12225265051131819 0.5713980788716143 3.7099227905273438 True 14 6900 26.5 23.44 19678.902 0.9329663205961537 0.12458376397125824 0.5001751093101608 4.6018853187561035 7003.919 0.9374450037020946 0.10882233501107716 0.5660396317382108 4.078024387359619 False 15 7000 25.41 23.81 19104.277 0.9276594668248686 0.14413846527939744 0.5072485042765719 4.513250350952148 6785.0547 0.932318522474223 0.12810238096292756 0.5714022307534175 3.985811948776245 False 15 7100 25.54 23.66 12759.981 0.9568279119825284 0.07826537703812265 0.5019790033953194 4.8549981117248535 8268.433 0.957229192708769 0.07605446382996206 0.5535590225743267 4.383240222930908 False 15 7200 25.48 23.65 11763.146 0.9533658543204693 0.10096468218202957 0.5172881605932402 5.738945007324219 8044.7827 0.9541639551709742 0.09532938154808515 0.5706743575267114 5.288407802581787 False 15 7300 25.21 23.78 10976.992 0.943246568872126 0.09932538218716894 0.5082954262160528 4.465145587921143 7350.2354 0.9457560754638976 0.08940434336152749 0.5668319091891955 3.9183833599090576 False 16 7400 24.33 24.64 10216.059 0.9328515607904115 0.11903403450123158 0.503026305192038 4.406947135925293 7162.3325 0.9365056411054927 0.10546732211765611 0.5641974785441533 3.8484714031219482 False 16 7500 23.84 24.25 9372.581 0.9331314580948876 0.11720440538254774 0.49872960318463355 4.380774974822998 7047.6636 0.9370554179481123 0.10404093972763089 0.5603823099385988 3.7740118503570557 False 16 7600 22.08 26.63 9154.141 0.9343112673018498 0.11507915199085915 0.5087539359894269 4.3272624015808105 7065.662 0.9392608042444167 0.0991156151409512 0.5679566295571198 3.6890265941619873 False 16 7700 22.88 26.58 19638.902 0.9232430426949086 0.13196405101881512 0.5036877761709481 4.360361576080322 6864.764 0.9293766253468039 0.11361318352314372 0.5623269187792583 3.796182632446289 False 16 7800 22.22 27.17 19428.037 0.9209948853163078 0.1399147172280049 0.5082616675701601 4.327530384063721 6683.275 0.9273398092431516 0.12115947100687983 0.5664463477598852 3.7664613723754883 False 17 7900 19.18 29.3 18555.248 0.9197633540136517 0.14545708947290245 0.5061281782944987 4.317319869995117 6637.3037 0.9268398408127094 0.12446408621198878 0.5642228777299652 3.7254576683044434 False 17 8000 18.86 28.96 18542.57 0.9149433518071342 0.15041125940442795 0.5126828505322285 4.276420593261719 6473.4053 0.9226412717295648 0.12912957132129924 0.5695386411389262 3.693009614944458 True 17 8100 17.63 24.73 16151.121 0.9257217943169104 0.14381971456065828 0.5140028497837085 4.304307460784912 6848.505 0.9313619565230843 0.12424682865859793 0.5717791910637947 3.7370073795318604 False 17 8200 21.9 23.55 15343.998 0.9311442580928976 0.13172286685605464 0.5146141021105862 4.287092208862305 6866.376 0.9362390637653288 0.11356600386655648 0.5717347868626853 3.716559410095215 False 18 8300 23.55 22.31 14495.921 0.9295583900204235 0.09610384941568832 0.5247292625707607 4.5481061935424805 7879.107 0.9331474300530161 0.08647993108852538 0.579869665665035 4.069397926330566 False 18 8400 25.18 23.1 11437.003 0.9294350901690097 0.11515348433166675 0.5013995472203707 4.373615264892578 7168.3574 0.934671749345671 0.10017410046780807 0.5638326390539183 3.731156349182129 False 18 8500 26.0 21.98 12069.237 0.93135010668417 0.10685193081604868 0.5120675456798671 4.364682197570801 7234.326 0.937438513560248 0.09022138986004927 0.5714350368774213 3.8203206062316895 False 18 8600 25.53 23.84 9784.37 0.9241243805002621 0.1384425952167911 0.5041474938977065 4.500161647796631 7160.0137 0.9301370295975623 0.11845066694230376 0.5665178148920447 3.909874200820923 False 18 8700 25.12 24.52 9787.56 0.9263212788029007 0.13992913225040954 0.5195808929763724 4.3754706382751465 6877.0117 0.9325190994355433 0.11982309389395997 0.5778509437640602 3.8403873443603516 False 19 8800 24.91 24.7 9863.891 0.9231743958803537 0.14700284353909868 0.5242979673414894 4.4257097244262695 6749.2725 0.9291717264508537 0.12719367693195752 0.5804856488032417 3.9155778884887695 False 19 8900 25.17 24.52 10604.04 0.9184475698853506 0.15416443468602134 0.5270614584326931 4.865494251251221 6657.5596 0.9257478056723606 0.13188945447606598 0.5803335300975869 4.416717529296875 False 19 9000 25.22 24.05 10846.69 0.9159620615099809 0.15002924070340584 0.5206110400117822 4.275126934051514 6567.2466 0.9263072670275104 0.12217010567600708 0.5762713135276154 3.659235715866089 False 19 9100 24.83 24.53 9977.689 0.9194732935108704 0.14437914570171445 0.5190910046656295 4.269604682922363 6723.4224 0.9286913937367399 0.11756190850469846 0.5749295847019363 3.6546292304992676 False 19 9200 24.03 25.71 9003.249 0.9105158321661687 0.16321105718541104 0.5285188567720818 4.186640739440918 6496.3784 0.9206414124074046 0.1358322027260809 0.5839498598728812 3.590054750442505 False 20 9300 23.8 27.86 9183.02 0.9312538737863448 0.12823424205948056 0.5186480219081188 4.430405139923096 6981.4185 0.935485756098507 0.11254408042918754 0.5725755259564669 3.9118993282318115 False 20 9400 26.85 22.48 10394.581 0.9310407024707219 0.10753259031545902 0.520174825020698 4.468990325927734 7728.7437 0.9363758236722579 0.09011562198803195 0.5883942371413353 3.9225401878356934 False 20 9500 26.61 24.11 10657.61 0.9324442273476083 0.10778814297730403 0.5078531432070553 4.542641639709473 7245.3286 0.9380015323934255 0.08974797348266561 0.5802655527883673 3.9871864318847656 False 20 9600 26.65 23.14 9466.008 0.9197764403229639 0.13511476613255544 0.5085049426378757 4.416020393371582 6747.7466 0.9281882260429924 0.11086723897180345 0.5801079194274804 3.831270933151245 False 21 9700 26.34 22.9 9723.152 0.9218188372722468 0.13438995311047466 0.5164063735846152 4.420294284820557 6689.5938 0.9297754029363029 0.11055442071105377 0.5857338571309793 3.843388319015503 False 21 9800 26.74 23.51 9563.079 0.9174940454074481 0.14502761494576707 0.5230330465480947 4.396002769470215 6657.7466 0.9257264995619625 0.12030601618924253 0.5901992752249452 3.8422038555145264 False 21 9900 26.25 23.18 9158.944 0.9210567020152054 0.14492400309125092 0.5226533881732514 4.329668998718262 6640.135 0.9292163591994386 0.1196143869727322 0.5890791847729125 3.7566592693328857 False 21 10000 26.47 22.49 13682.772 0.9204671970977506 0.14387802531215985 0.4987622211374536 4.592769622802734 6768.643 0.9293451941025744 0.11898944301059523 0.5714852026734721 4.027629375457764 False 21 10100 26.5 23.26 13878.841 0.9158105188708547 0.1475213781840727 0.5116544571360541 4.333110332489014 6580.033 0.9264939712602074 0.11926559550231693 0.5790696372246519 3.713549852371216 False 22 10200 26.26 27.66 14234.417 0.9279087106950575 0.1234101558757087 0.5139651404347134 4.488714694976807 6909.121 0.9360836682416588 0.09996213241658128 0.5814669496614553 3.8050482273101807 False 22 10300 21.4 23.51 12473.032 0.9186494984795092 0.16039974866479892 0.5244238767353139 4.504271030426025 6596.029 0.9274041202864831 0.13165379306566696 0.5887886075058647 3.9863317012786865 False 22 10400 25.73 22.56 13314.08 0.9098034706210943 0.16580148229899033 0.5225195464236941 4.221348285675049 6436.339 0.9217266927864822 0.13270601156849993 0.5857420473030364 3.611597776412964 True 22 10500 26.42 22.82 12805.259 0.9092710696633084 0.16628685083949388 0.5230388286075301 4.221513271331787 6351.7153 0.9213852163942566 0.1321240552898007 0.5870592024828355 3.603208541870117 True 22 10600 26.34 22.54 11902.606 0.9487544441425532 0.07474995554588504 0.5184837775866965 4.44752836227417 8153.6875 0.9519647381722414 0.06414653246215167 0.5811678071483206 3.8346455097198486 False 23 10700 26.51 21.85 9079.303 0.9262439921917562 0.13611665281566515 0.527706071603946 4.282438278198242 6917.404 0.932888655794552 0.11452574360233199 0.5858275235060257 3.7030742168426514 False 23 10800 26.59 22.25 9416.264 0.9294913494735891 0.1363753050277543 0.5341848976824712 4.186532020568848 6684.84 0.9353931255878778 0.11391832046211456 0.5929513003430944 3.566321611404419 False 23 10900 26.06 23.14 9182.505 0.9123137752378425 0.15699914239114615 0.5294910711610588 4.199924945831299 6266.5674 0.921881934550228 0.12994095535465186 0.5892580881560541 3.6170432567596436 True 23 11000 26.75 22.57 8497.735 0.9188590659507457 0.1592144529683855 0.5289751476167271 4.303224086761475 6441.0215 0.9271354813001624 0.1318005705273481 0.5901585747718635 3.733663558959961 False 24 11100 25.61 23.36 7992.851 0.9084402180422535 0.16388906342579374 0.526746891252303 4.219066619873047 6226.13 0.9198322050922653 0.13317934192409203 0.5879905123497019 3.633737087249756 True 24 11200 26.62 23.46 7660.5723 0.9078148322192108 0.16913778810292243 0.5263361957665624 4.281816005706787 6301.2993 0.9195058487670129 0.1355657360826399 0.5868203445142175 3.7253470420837402 False 24 11300 26.04 23.81 15419.753 0.9149213756888386 0.16304689989681995 0.5202221947116843 4.323338985443115 6363.6235 0.9245623438535843 0.1341354347529066 0.5828826308218699 3.7569422721862793 False 24 11400 26.56 22.14 13449.354 0.918863269538498 0.16280805121154293 0.5270327022281769 4.474878311157227 6395.997 0.9278945929166629 0.13239432138439597 0.5893452204214404 3.9458365440368652 False 24 11500 25.87 23.43 15647.887 0.9088294623018742 0.15842981193289074 0.5242109829716034 4.213284015655518 6327.378 0.9219740561777264 0.12500527094344585 0.5870261857370845 3.564840078353882 False 25 11600 25.72 23.96 14073.014 0.9045749276525485 0.17845371041584676 0.5258619125109583 4.224678993225098 6295.647 0.9179123681977874 0.14182520966252946 0.5878905636494453 3.6226089000701904 False 25 11700 26.03 23.68 14602.983 0.900206453643572 0.18049002692446933 0.5300235384117326 4.17476224899292 6339.1763 0.9153756287357914 0.1408462298858288 0.5894198603591959 3.5775723457336426 False 25 11800 25.98 23.62 14155.6045 0.9066197409759796 0.1639475546274047 0.5354801135205873 4.219662189483643 6534.1743 0.9194468914792712 0.12934481948425575 0.5930302415509251 3.6804957389831543 False 25 11900 25.66 24.18 13860.485 0.9027962686633124 0.17934374922240343 0.5315905021773552 4.17862606048584 6092.6743 0.9164994935966899 0.14309295137008954 0.5913101872068476 3.597323417663574 True 26 12000 27.09 21.94 9116.957 0.9325311497641349 0.13526210521688461 0.5173093555661722 4.531363010406494 7272.098 0.9352753626084072 0.12329792662579664 0.5684270161851265 4.006015777587891 False 26 12100 26.59 23.38 9335.4 0.9391235999599519 0.11010926305151496 0.5080207024525609 4.653154373168945 7263.065 0.9426318923260877 0.09595441871630041 0.558267672765335 4.166070461273193 False 26 12200 26.23 22.69 8116.9 0.9155715093760037 0.14621254055904534 0.512925229996584 4.291528224945068 6911.6157 0.9243626340727569 0.12035988755731312 0.5697990255253403 3.7256369590759277 False 26 12300 26.53 22.75 7875.1113 0.9113477212407624 0.15605081327148854 0.5137994387954904 4.271369457244873 6550.837 0.9215298696284725 0.12913942333459572 0.5723774518489276 3.6744940280914307 False 26 12400 24.99 24.39 8848.569 0.9178102798752934 0.14764989777777002 0.5119338477672469 4.327419757843018 6496.7925 0.9270266477617003 0.12069133998883734 0.5712796347992204 3.757249355316162 False 27 12500 24.65 25.47 8819.608 0.9063559401652813 0.16319115879498702 0.5176529659197193 4.251201152801514 6254.891 0.918278521023331 0.1333158376774037 0.5772824631136602 3.6470632553100586 False 27 12600 25.48 23.78 8352.513 0.9137168581858315 0.16656143490773198 0.5234887103930265 4.549020767211914 6509.359 0.9234063364782481 0.1369911503904107 0.5814080696143957 4.06997013092041 False 27 12700 24.85 24.74 8063.1074 0.9065595016019103 0.16745569335372026 0.5272060808245606 4.192947864532471 6350.169 0.918139324997329 0.13571125365076997 0.5839198459954619 3.6064765453338623 False 27 12800 24.98 25.07 7893.364 0.9166302651720016 0.17071780533537487 0.5277092579528564 4.3649983406066895 6548.6084 0.9260673606747727 0.13997416459822817 0.5846320920953432 3.844609498977661 False 27 12900 25.75 23.94 7533.141 0.9192769946022435 0.17175244991174854 0.5233051565503191 4.646695137023926 6549.82 0.9291470526373825 0.13889978775450484 0.5859959418196392 4.15026330947876 False 28 13000 25.5 24.18 8076.4697 0.9063814766977768 0.17159116403669267 0.5303020175977373 4.169830322265625 6284.071 0.9187219443001685 0.1383762171234206 0.5901352992277469 3.5683212280273438 False 28 13100 25.64 23.94 7642.043 0.9116920293156038 0.17565262626382436 0.5240611598378341 4.357908248901367 6390.081 0.9233708746540932 0.14189286104904336 0.5868821793546517 3.7677667140960693 False 28 13200 25.67 23.53 7512.1284 0.9046623094120468 0.17841612445075852 0.5312884272614559 4.178549766540527 6183.733 0.918279827983756 0.14108360751246854 0.5914585032686239 3.5663182735443115 False 28 13300 25.59 24.22 7435.808 0.9095636510428902 0.17511988814803528 0.5399188952316014 4.158951282501221 6238.9844 0.9204187843109253 0.1419929427739162 0.5940274481505544 3.6155638694763184 False 29 13400 25.45 23.8 22039.285 0.9008938829530728 0.1769805164637243 0.5287652943921279 4.1812944412231445 6343.6157 0.9162115705700207 0.13869048847816115 0.5867868257862938 3.5696816444396973 False 29 13500 25.55 24.0 16204.314 0.9147601928767621 0.1713419158084123 0.5225412384543289 4.390931606292725 6467.837 0.9262265712430152 0.13798741932096117 0.5784775731741449 3.8556034564971924 False 29 13600 25.52 24.13 18032.15 0.902784024564388 0.17777575854834032 0.5273655359591134 4.196545600891113 6230.3823 0.9183390876762426 0.13876855010588227 0.5837940138775257 3.6292665004730225 False 29 13700 25.48 24.03 17922.047 0.905165388531802 0.17824951486011284 0.5326575651769357 4.180510520935059 6336.1895 0.919662172341548 0.13990057728051258 0.5887183449364192 3.6344354152679443 False 29 13800 25.68 24.17 8816.618 0.9345520763820442 0.12482208745655618 0.34701439513538246 5.727011203765869 7493.5166 0.9400718681690013 0.10303111473505333 0.38255529866546345 5.356139659881592 False 30 13900 25.59 23.9 8633.027 0.9288214994851105 0.1297943520507653 0.48441400608136814 4.8515801429748535 6870.592 0.9364004309702447 0.10666131378593727 0.5460389986387756 4.370823860168457 False 30 14000 25.56 24.1 16603.24 0.9141601240562459 0.14681400957501864 0.5221376498452533 4.409145832061768 6597.467 0.9249970035764554 0.11842691083986354 0.5837157882815672 3.8677685260772705 False 30 14100 25.6 24.4 15266.332 0.9090912442030984 0.1599844567313807 0.5313802653879782 4.182234764099121 6319.3027 0.9223522658702868 0.1250368224207912 0.5893889760551145 3.581655263900757 False 30 14200 25.92 23.71 11999.899 0.9083918169309735 0.16984844952819608 0.532876322330591 4.251618385314941 6305.747 0.9211526536978976 0.13449406163703206 0.5909681617671259 3.684600830078125 False 31 14300 25.38 24.19 11555.208 0.9112168017248169 0.17024628739597006 0.5289579943693395 4.253122806549072 6359.338 0.9225313657320169 0.13609142722794143 0.5892593781325752 3.6882755756378174 False 31 14400 26.27 23.55 12739.485 0.8987412364190422 0.1760998686785274 0.5314169513891778 4.193301677703857 6407.442 0.9145799175097891 0.1351929712268702 0.5889886405003507 3.6365673542022705 False 31 14500 25.96 23.28 9603.418 0.9141170688733098 0.168655619757105 0.5324446968506015 4.262316703796387 6346.8345 0.9248460758604237 0.13518585349162665 0.5870156073204339 3.7255971431732178 False 31 14600 25.59 24.08 9119.53 0.9113674986141936 0.17933304419628163 0.5370258453476587 4.215816020965576 6388.683 0.9241744402138224 0.1403759635711245 0.5917572051908725 3.6722469329833984 False 31 14700 26.12 23.32 9295.11 0.9091945497075027 0.15599232300807822 0.532585429698951 4.1813740730285645 6528.9175 0.9214405579193486 0.12253781973876056 0.582276573652379 3.6223506927490234 False 32 14800 25.28 24.2 9930.474 0.9020940751058684 0.16280436461637357 0.542783510062633 4.097495079040527 6272.6304 0.9168672569217177 0.12652786762136004 0.5913737051280202 3.5390219688415527 False 32 14900 26.08 24.39 10534.542 0.9137594917323616 0.14893357353184244 0.5363947383722139 4.234439849853516 6396.2485 0.9270346346238431 0.1120662302387254 0.5864150666039231 3.640503168106079 False 32 15000 26.81 23.09 8255.543 0.908899942012803 0.17782460227528143 0.5400419022670533 4.201148986816406 6268.1367 0.9213540226463213 0.14003155013246826 0.5924547583858268 3.664229393005371 False 32 15100 26.27 23.73 6623.482 0.9051919600660266 0.1752905129392523 0.5371558679032263 4.459341049194336 6448.5107 0.91952068023944 0.1355059515740392 0.5913917767084137 3.8162949085235596 False 32 15200 26.0 24.83 9882.72 0.9094626814315218 0.15026329601643929 0.5224250676209203 4.225100994110107 6668.68 0.9207377208073739 0.12046447570865217 0.5755223476753066 3.667123556137085 False 33 15300 25.53 27.13 9633.771 0.9215263422404412 0.14620865864236832 0.5315187249558299 4.260656356811523 6675.4165 0.9306343516805952 0.11907962663580933 0.5813571823637108 3.726166009902954 False 33 15400 22.43 23.58 9548.112 0.9114921611930044 0.14753119554536356 0.5317992342598027 4.187017440795898 7122.2046 0.9232823943524328 0.11517725370349803 0.5826118019254211 3.645444631576538 False 33 15500 25.81 22.32 9497.37 0.9069281110971992 0.16332208440370008 0.528770642467511 4.188563823699951 6309.6807 0.9209118476720098 0.12767150868582694 0.5808965197791941 3.616295576095581 False 33 15600 26.64 22.58 8812.265 0.908633455290463 0.16269816192907302 0.539396478594393 4.160740852355957 6505.7954 0.9216590298793289 0.1285554744154806 0.588137417436223 3.619187831878662 False 34 15700 26.53 21.62 8273.619 0.9040269745005515 0.1689113595736904 0.5374224290004141 4.15159273147583 6505.816 0.9190243724059992 0.1318718638587375 0.5878424493189012 3.611166000366211 False 34 15800 26.48 22.54 7975.5645 0.9089002036315852 0.17599108047806458 0.5374433722154447 4.17804479598999 6434.7124 0.9217630893021738 0.14059531040968987 0.5871065389965446 3.6430346965789795 False 34 15900 25.2 23.15 9531.363 0.909128537837981 0.15895468833277732 0.5344803411963718 4.167393684387207 6584.2144 0.9207270497041663 0.12784693220589327 0.5847355706202987 3.634035110473633 False 34 16000 24.49 24.55 8790.385 0.9068902698811604 0.16453047434166027 0.5341783148468113 4.210165500640869 6381.393 0.9207984274976968 0.12763627858238563 0.5855571848613499 3.670929193496704 False 34 16100 24.08 25.03 11153.892 0.9451990975031016 0.08527599917994529 0.5340902041307934 5.317782878875732 7929.3813 0.9497356628330912 0.0695555706635682 0.57830674755992 4.713032245635986 False 35 16200 23.57 25.36 9087.56 0.9253721813537343 0.13634893011165913 0.5335564622874995 4.643879413604736 7365.9624 0.9332465444559129 0.10912401921802449 0.5762029179223805 4.1240553855896 False