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 17.18 76.73 83837.336 0.9714125344732668 0.006094255152003579 0.11657274524457104 107.77470397949219 39249.137 0.9706933773283407 0.009209940077364961 0.1793583603151093 108.1025390625 True 0 100 29.8 69.06 12177.208 0.9644419097243765 0.02773046638035185 0.11037135776733774 22.761608123779297 5552.0312 0.9641983792341544 0.03003574354498225 0.18592443721566165 22.80455207824707 True 0 200 29.72 68.8 10235.371 0.9557240534657118 0.05154776616788716 0.0961026388584934 9.323540687561035 4815.3267 0.9565942965654894 0.05146707799071688 0.1709585526683863 9.386409759521484 True 0 300 29.7 68.87 9995.726 0.9496408137878084 0.06709065825816485 0.08150622746691842 5.633073806762695 4626.844 0.9508386875183563 0.06538135094177218 0.14806165442096947 5.701993942260742 True 0 400 29.67 68.78 9457.852 0.9487113162440064 0.0720597704268771 0.07417744644225115 5.319442272186279 4550.8403 0.9497635943882957 0.07073393800599137 0.1294510370559939 5.399171352386475 True 0 500 29.62 68.21 10238.457 0.9437583299471738 0.07889329884718259 0.05364092771180062 5.5651726722717285 4501.2266 0.945735206577411 0.07394671396258691 0.0937874297689553 5.638115406036377 True 1 600 35.83 68.51 9894.84 0.926384057611793 0.11121056588705791 0.06601424037108349 5.173675060272217 4037.73 0.926888492749841 0.10898164033280393 0.09165690032374747 5.274580478668213 True 1 700 29.48 67.4 9263.089 0.9417828312493605 0.0859135121710917 0.042253796722931974 8.624000549316406 4373.406 0.9427933033951942 0.08348399463996173 0.0751366970416954 8.693694114685059 False 1 800 29.15 66.36 8401.739 0.9268734571780303 0.10949515792143398 0.04907933303267821 5.373290538787842 4025.6401 0.9276561395267956 0.10723621664450049 0.06978754540213894 5.46113920211792 False 1 900 28.9 66.79 8643.836 0.9252202882788765 0.11007685457356771 0.035451915017206806 5.4448771476745605 4017.5874 0.9252338573545817 0.10996337606915561 0.05788339586609698 5.518677711486816 False 1 1000 28.8 66.67 9126.416 0.9275480588359636 0.09440491988389875 0.04148396034415912 5.340001583099365 4447.1724 0.9313345914590654 0.08567174308960131 0.05903802862317434 5.4358744621276855 False 1 1100 29.14 68.28 8588.21 0.9167492405584058 0.12894214543123483 0.04320914442261794 5.266002178192139 3772.4375 0.9166166788149744 0.12748486857524496 0.04459844196044658 5.389168739318848 True 2 1200 29.48 68.36 8418.71 0.9204075009429548 0.13239645908230502 0.03500124115146586 6.2051825523376465 3797.202 0.9216257198711941 0.1286492202925906 0.05955134467309504 6.288296222686768 False 2 1300 29.16 68.39 7756.4863 0.9108451724206494 0.1360157531154888 0.032436696763873826 5.3352131843566895 3673.1577 0.9120252346609083 0.13322285361969283 0.053528714927049005 5.427955627441406 True 2 1400 29.56 67.02 7913.6084 0.9055034184563098 0.14970447947221213 0.036677494203825 5.276908874511719 3496.7314 0.9055357874173842 0.14990609106433542 0.03956843045756448 5.400722980499268 True 2 1500 29.46 66.87 8239.333 0.8993977246087431 0.1627920644347604 0.04063831951771628 5.201125621795654 3413.082 0.9014623828101392 0.15806396728982033 0.04753162349670315 5.326379299163818 True 2 1600 29.52 66.39 7978.0405 0.8996818666674172 0.16271720516372934 0.031020863207131256 5.247064113616943 3412.9473 0.900620987590692 0.16001131277037947 0.03750337818508325 5.369699478149414 False 3 1700 28.87 68.4 8169.5547 0.8891460452033587 0.17749807817013163 0.03330507592699958 5.211874485015869 3281.231 0.8903402537796605 0.17344019484735618 0.04638219216199951 5.330617904663086 True 3 1800 29.65 67.04 8249.231 0.8872000852914004 0.17993592322802532 0.040045787599943844 5.225295066833496 3252.907 0.8869129997930291 0.17861647242441245 0.06785902925415997 5.329411506652832 True 3 1900 29.63 67.43 9259.124 0.8921850363932998 0.17545734945404357 0.05101198475547595 6.091647624969482 3340.0718 0.8921319238926473 0.1738300670200564 0.07387684385316393 6.189077854156494 False 3 2000 28.59 68.1 7921.0107 0.888435316955885 0.18550568800510403 0.057518952147891454 5.194822788238525 3219.4495 0.8894188625078047 0.1817459895618305 0.05492876354493221 5.328431129455566 True 3 2100 29.29 66.47 7942.7466 0.8824604143711184 0.18829791337072121 0.054515554328017655 5.257030010223389 3181.8706 0.8844880223759847 0.184694871137268 0.0653308987500153 5.37783145904541 True 3 2200 29.65 66.8 7850.7705 0.8860399402222121 0.2024687074857109 0.050694823669083906 6.731446743011475 3158.0007 0.8878206401319879 0.19645852296501884 0.07630994456827897 6.8241167068481445 False 4 2300 29.0 67.08 8257.91 0.876460503772244 0.20019596344523538 0.06046145012106163 5.324209690093994 3049.618 0.878110335280127 0.19586276738586036 0.08980934267730609 5.422644138336182 True 4 2400 29.54 68.33 7823.806 0.8756856722040235 0.20230463776836305 0.07328958707800565 5.18202018737793 3059.841 0.8764064814594121 0.19846055630386536 0.08173092572544931 5.304106712341309 True 4 2500 29.63 68.44 7364.9834 0.890289372088881 0.203865611407348 0.04773154012397481 6.465879917144775 3185.247 0.892728484536254 0.19664331204885444 0.07320583616873526 6.561435222625732 False 4 2600 29.11 66.5 7851.3604 0.865571252475304 0.22081225982071664 0.07512601698549683 5.181066513061523 2944.0552 0.8680550940275427 0.21353818557012225 0.08597574130628767 5.301723480224609 True 4 2700 29.32 68.37 7741.249 0.8758086587585078 0.20967430248764235 0.08970499952145192 5.424001693725586 3101.5386 0.8776252471287103 0.20202193106550342 0.1059772832633353 5.541044235229492 False 4 2800 29.1 66.99 6772.301 0.8542144720515968 0.2438428993362227 0.11451516568440112 5.138494968414307 2824.2048 0.8585115127277337 0.23215479950225926 0.133056524154231 5.254177570343018 True 5 2900 29.01 66.14 7132.112 0.8604185935570637 0.2310513608563809 0.07768743081217135 5.5891499519348145 2832.4382 0.8639277001167414 0.22066185069014205 0.09956716575374312 5.7019734382629395 False 5 3000 28.48 66.38 7143.3154 0.8463349084107621 0.25047611190913804 0.1329694827009488 5.1132049560546875 2800.4814 0.8524469486031613 0.23454435354107162 0.16110180184577386 5.221163272857666 True 5 3100 29.28 66.84 7340.3677 0.849647713006296 0.2560698229517723 0.1519788698927901 5.103073596954346 2772.644 0.8552301108219719 0.23922568097038774 0.17732532725362604 5.217196941375732 True 5 3200 29.3 67.43 7350.093 0.86716690560248 0.2164261488523184 0.06623365185918909 5.1821441650390625 3001.7036 0.869926391938231 0.2079001026653797 0.08128902124666325 5.298264503479004 False 5 3300 28.49 66.13 6732.582 0.8592764003641546 0.24240714309690445 0.09208408316630082 5.338596343994141 2851.2703 0.8626445046374897 0.23189887412670032 0.10711171581939205 5.450323581695557 False 6 3400 28.61 66.93 6654.3677 0.846479552394721 0.25781613489806654 0.13996516045626517 5.0946125984191895 2716.3865 0.85239383766163 0.24438932702290145 0.15237626102765453 5.217077255249023 True 6 3500 29.49 67.81 6686.645 0.8385230390247412 0.2683252735654792 0.19488051726231603 5.052334308624268 2693.9426 0.846109510335668 0.2500642138072156 0.21056961954542358 5.172236919403076 True 6 3600 29.2 66.11 6719.595 0.8451179011710487 0.2610284803575081 0.1177676777171706 5.120471954345703 2752.125 0.8499177193114654 0.2469161502444313 0.1397546800707332 5.226515769958496 False 6 3700 29.08 66.16 6247.011 0.8385601991745489 0.27260730287454094 0.14928318820112324 5.179701805114746 2688.9292 0.846393318628216 0.2519343609626322 0.17022072489295065 5.285684585571289 False 6 3800 29.06 66.2 6040.7695 0.8469789140576107 0.2746011736086774 0.1953243111599857 6.185931205749512 2665.5012 0.8551832993116223 0.25368599985421053 0.20842442175589465 6.2944016456604 False 6 3900 28.74 66.18 6068.225 0.8429062372818569 0.27082815685071 0.17399470868213338 5.0879998207092285 2690.2253 0.8501926586908982 0.2523053206640928 0.19221358550329157 5.204936504364014 True 7 4000 28.83 66.43 6002.236 0.8282171269968019 0.28782839624920475 0.22745737807302047 5.030170917510986 2589.5571 0.8382624902292066 0.26270523105646454 0.24919408670722282 5.144793510437012 True 7 4100 29.14 66.1 5940.701 0.8369959726262954 0.27666751913053533 0.22579237703405858 5.052414417266846 2817.5676 0.8504818648450787 0.24206979519692803 0.24943331513395722 5.1609578132629395 False 7 4200 29.15 66.14 5996.4355 0.8233728990061815 0.29778218292584857 0.2342414171647958 5.003920555114746 2577.9124 0.8369473566121306 0.2647182697894569 0.26023987358859146 5.111209869384766 True 7 4300 29.3 66.07 5826.479 0.8284706902848826 0.28355666738580704 0.2397673034881576 5.001185417175293 2728.6973 0.8421255395710601 0.25230911076129503 0.25881027831594766 5.115670680999756 False 7 4400 29.06 66.04 6021.723 0.8244321441718498 0.29879591081597484 0.2494585348504373 5.002485752105713 2580.5059 0.8383414270544381 0.26480943325183387 0.27635035096355093 5.111405849456787 False 7 4500 28.77 66.08 5445.974 0.8144279844332208 0.3077500704940126 0.27388886083609537 4.9531683921813965 2557.7222 0.8302112342843884 0.2697529088140969 0.29425002298680875 5.065553188323975 True 8 4600 29.19 66.35 5561.3203 0.8219689452070932 0.29472321040512817 0.2843049745258067 4.95952033996582 2702.9573 0.8407364398309606 0.25180301751886397 0.3089536721970385 5.06787109375 False 8 4700 28.87 66.06 5737.1484 0.8406081883053378 0.30225250270543774 0.2626800553808633 5.410852909088135 2637.408 0.8540469089079393 0.26445610000532027 0.28719775131966246 5.504072189331055 False 8 4800 28.79 67.57 6563.8765 0.8763491594166462 0.19527847447926414 0.18948751939285013 5.0687432289123535 3320.493 0.882074675359135 0.1785036204043781 0.2340573892989641 5.160869121551514 False 8 4900 29.23 67.86 7153.6685 0.8494845970845863 0.26420366997523703 0.19502276524247672 5.07320499420166 2777.5842 0.8557435746746301 0.2425103830873538 0.24272216425129042 5.159928798675537 False 8 5000 29.08 66.17 7004.4277 0.8874135942407241 0.2120836547155348 0.11528643254866085 5.196008682250977 3206.2683 0.8892586310719693 0.19986172173585098 0.14846309267414848 5.2612409591674805 False 9 5100 28.6 66.92 6105.7754 0.8424710165225999 0.26414189601839766 0.2398878571876351 4.988839626312256 2705.9216 0.8491511138242386 0.24196542550702071 0.27447251519284876 5.080904960632324 False 9 5200 28.62 67.07 5673.0195 0.8369147341274202 0.28362891372814686 0.22934080338350288 5.042067527770996 2625.6746 0.8467504462727068 0.25703954307979276 0.2659968203823685 5.123468399047852 False 9 5300 28.65 66.21 5696.977 0.8289138155993574 0.3009994572482236 0.26660561396603194 5.1521124839782715 2580.3745 0.8424207126976803 0.26638822541250223 0.29579221657446025 5.239455699920654 False 9 5400 28.67 66.99 5950.0835 0.8339015356897684 0.28748320951277434 0.24778410583700772 5.52219820022583 2660.5935 0.8460228713098716 0.2567431328649507 0.2640630077958412 5.62194299697876 False 9 5500 28.72 66.15 5587.7485 0.8268089419827004 0.29931417609165056 0.2424336288158887 5.095412731170654 2600.348 0.8392131112269059 0.26702700699386633 0.2787155653261579 5.176880836486816 False 9 5600 28.78 66.61 5836.0625 0.8218172441917736 0.30687517824434307 0.2501929168535471 5.024693489074707 2546.2256 0.8367940190476626 0.26873860688749784 0.2887497293443523 5.1043500900268555 True 10 5700 29.06 66.22 5453.759 0.807949159749534 0.32440371006238844 0.2946558003466235 4.880266189575195 2486.511 0.8283419626930153 0.2766896361815069 0.32140803940835583 4.978306293487549 True 10 5800 29.14 66.04 5232.5522 0.8145825443732108 0.31803143685429563 0.2922576724211107 4.926508903503418 2560.8013 0.8354351968998847 0.26936057720927437 0.31317404494475987 5.029994487762451 False 10 5900 28.79 66.59 5346.9243 0.8056018836773956 0.32921814475793126 0.30259403070671076 4.866181373596191 2480.2947 0.8280803857879279 0.2780162937240587 0.3320391558841528 4.956905364990234 True 10 6000 29.26 66.34 5065.618 0.8035260460603867 0.3317352075934393 0.31145467024896795 4.854046821594238 2464.9312 0.8270923660594784 0.277851764100117 0.32989166887327254 4.9552903175354 True 10 6100 29.18 66.14 5488.117 0.8131467595259083 0.3243342657924744 0.3150928174817894 4.810948848724365 2576.8435 0.8350633810664001 0.270422879405814 0.34113146859094945 4.904460430145264 False 10 6200 28.72 66.07 6170.0425 0.8027104698036183 0.33415664685144264 0.3207966463435808 4.807862281799316 2468.0515 0.828782591762219 0.2741787163068692 0.34082727805787943 4.910308837890625 True 11 6300 29.31 66.03 6128.3936 0.8153492997787407 0.33172013867796446 0.27347608805033974 5.973471164703369 2577.245 0.8374148447168728 0.2737933709208598 0.2963844478422304 6.049728870391846 False 11 6400 29.12 66.06 5000.8237 0.7969568301374426 0.3425908516259508 0.31901721246892284 4.8607354164123535 2494.0564 0.8258503217775889 0.27528962923964606 0.34301709762693977 4.959578990936279 False 11 6500 28.87 66.44 4960.648 0.8010804586103134 0.34223620021056805 0.3222302299425696 4.77934455871582 2566.0242 0.8303060382523431 0.27239027228811336 0.34763053538937283 4.866784572601318 False 11 6600 28.85 66.18 5325.265 0.7861068368766759 0.3440956629812405 0.32687270128063145 6.182660102844238 2603.1553 0.8212896185232436 0.2677591999797423 0.3397378520700037 6.3297038078308105 False 11 6700 28.53 67.49 5306.7085 0.7900241433050648 0.35771869275757934 0.32615332262361924 4.849365711212158 2478.5745 0.8252372601485586 0.2786223283863651 0.3510188258896351 4.947737216949463 False 12 6800 28.91 66.5 5607.741 0.7894227747849242 0.35868798867464546 0.3368006970050739 5.2070794105529785 2475.9692 0.8239474120849735 0.2795417862167073 0.36308551121280613 5.309850692749023 False 12 6900 28.93 66.32 5313.8706 0.7897927657620626 0.356273270464743 0.34321091451094987 4.743257999420166 2448.2844 0.8243811551456663 0.2780840036779224 0.36410698130799657 4.8429083824157715 True 12 7000 29.49 66.46 5019.169 0.7900067116889787 0.3519667681079982 0.3439111762155526 4.771433353424072 2427.1162 0.8233051744697246 0.2772342517556234 0.3606239367055893 4.880862712860107 True 12 7100 29.03 66.08 4906.3784 0.786659501208544 0.3658274007709197 0.3459730083242303 4.700162887573242 2420.2776 0.8226989531948458 0.2824044110160084 0.36795891733536096 4.787034034729004 True 12 7200 29.6 66.16 5199.4507 0.788204417942074 0.3648391363883451 0.3449804356774665 4.811122417449951 2446.8308 0.8244291535050173 0.280862882102072 0.3683223407787574 4.906058311462402 False 12 7300 28.65 66.33 5021.237 0.7889709334456407 0.3624166918989154 0.34207117299290263 4.710881233215332 2423.2837 0.8241009131123486 0.2807420026034407 0.35347233229533037 4.822685718536377 False 13 7400 28.4 66.66 4619.573 0.7817018766657194 0.375787775731897 0.35466082977266505 4.666157245635986 2446.5571 0.8217440861748 0.2839444848019652 0.3715711207992545 4.761918544769287 False 13 7500 28.63 66.17 4957.712 0.7859661220969505 0.36961691232741123 0.3516452427222388 4.734730243682861 2484.1978 0.8243718468692693 0.2799484637933187 0.3638308637867833 4.834222793579102 False 13 7600 28.63 66.47 4812.126 0.78409446040307 0.37532537694241297 0.36102254909712816 4.88566255569458 2427.2927 0.822567935861696 0.286536373576033 0.37495535182025097 4.974182605743408 False 13 7700 28.66 66.35 5823.308 0.7993882698967743 0.37319198125334424 0.3427275014570756 5.928250312805176 2481.038 0.8335213059202089 0.2854710649216729 0.36585080462985875 5.990619659423828 False 13 7800 28.76 66.33 6283.0503 0.7854093293054637 0.37538219080942414 0.3617945815055973 4.673010349273682 2461.6375 0.8242761994897366 0.28553572868641797 0.3811835146784571 4.766129016876221 False 13 7900 28.55 66.08 5865.6167 0.7753487925585366 0.3862956279346542 0.3670589058778627 4.649970531463623 2430.3306 0.8189868647932373 0.28851010261655796 0.38542672272776884 4.735571384429932 False 14 8000 28.41 66.05 5820.3286 0.780066721323404 0.3774324518923677 0.3709249278563279 4.643204689025879 2525.7534 0.8238305849771869 0.27649195537531013 0.38471567338716295 4.7373528480529785 False 14 8100 28.45 66.51 6026.7676 0.7861477874430375 0.3805924884524111 0.37099246418947707 4.605825424194336 2503.7776 0.8274301293138306 0.2817180986382677 0.3913042902896515 4.691409587860107 False 14 8200 28.52 68.33 5077.9956 0.7847602758060078 0.3875269991623568 0.37473366707344485 4.602328777313232 2437.2612 0.8276329619576359 0.28824931754361216 0.39366081800287905 4.690335750579834 False 14 8300 28.72 66.35 5904.682 0.7752289275770123 0.3838168014792404 0.3696969590268546 4.55118989944458 2465.5522 0.8195075777041405 0.28504459892931955 0.37978452374235316 4.648932933807373 False 14 8400 28.39 66.26 5024.925 0.7712822310251449 0.3903032781225802 0.3874130073329934 4.545875072479248 2435.6086 0.8185219822414388 0.2861614245102218 0.39859023559449347 4.648987293243408 False 15 8500 28.56 66.09 5772.7485 0.7888694246736265 0.3656540997460611 0.35792027232722007 4.635221004486084 2545.7002 0.8268515255612224 0.27503797562763155 0.37907102292908235 4.717052936553955 False 15 8600 28.89 66.31 5870.2793 0.7681205081802195 0.38914941907332845 0.3751840103371731 5.30156135559082 2463.071 0.8159716622513987 0.2847164998657651 0.3979908378517646 5.386878967285156 False 15 8700 28.27 66.13 5308.0137 0.7729769063016303 0.38939298830540864 0.382611541429943 4.685133934020996 2498.715 0.8212604672681398 0.28261166732150306 0.38948666648085417 4.782425403594971 False 15 8800 28.88 66.5 5257.855 0.7765063946775469 0.38914643500762014 0.3839494488872985 4.515575408935547 2574.1025 0.8258862911743468 0.27646529532448316 0.4041595280056455 4.589349746704102 False 15 8900 28.53 66.2 5701.8896 0.8138828631705137 0.32292301041552757 0.3234160738442366 4.760474681854248 2743.177 0.8399007662726177 0.25264492911292086 0.360408401742742 4.821784973144531 False 15 9000 28.81 67.4 5207.582 0.7785840439385168 0.38206578149784376 0.377216988753241 4.593466281890869 2505.1448 0.8230341582464806 0.28111269989517745 0.400229978529442 4.67471981048584 False 16 9100 28.39 66.39 5103.996 0.7729742992475104 0.3903411066521593 0.38707099634148945 4.552907466888428 2511.8347 0.8215153714733361 0.2785598729094483 0.4063564804300377 4.639160633087158 False 16 9200 28.77 66.41 5630.214 0.7695268901189809 0.4031969148709796 0.38871960048371657 4.70298957824707 2466.5852 0.8212732689828128 0.2862409035549911 0.4010511638392192 4.793992042541504 False 16 9300 28.5 68.32 5596.1274 0.7706709589905683 0.39775784052502783 0.3934402723618086 4.497448444366455 2468.473 0.8201960357240203 0.2854369752893157 0.4067660750272837 4.595629692077637 False 16 9400 28.49 66.6 5414.969 0.7701982044511614 0.404941392711749 0.39728384523434146 4.690950393676758 2449.8032 0.8221382610800719 0.2840990892970047 0.40423130396454626 4.790145397186279 False 16 9500 28.92 66.64 5258.1377 0.757523954144632 0.4157089500192659 0.4039418916617104 4.484009265899658 2434.831 0.8179054105503777 0.2843201679193888 0.4078014085918997 4.601529598236084 True 16 9600 29.16 67.68 5342.97 0.75993502665264 0.4175425562157917 0.4047252686040976 4.485462188720703 2370.1052 0.8173105544232279 0.28949971874680025 0.4178226792204155 4.584958553314209 True 17 9700 29.15 66.34 5201.204 0.7568637579438817 0.41952716977479587 0.41505118936036417 4.66616678237915 2441.4094 0.8199678516137818 0.28243165235683065 0.41639958541228006 4.775306224822998 False 17 9800 28.47 66.2 4978.8975 0.7662986169224758 0.4095012918529719 0.4081291875632368 4.45789909362793 2423.8015 0.8214421272793077 0.28469757957765496 0.4117547872556305 4.565770626068115 False 17 9900 28.55 67.65 4841.028 0.7571077200479398 0.4255260467242416 0.41957456160486545 4.373927593231201 2409.496 0.8173297784896509 0.29291781532799027 0.4230983343052614 4.490386486053467 False 17 10000 28.97 67.09 5195.0635 0.76092887544517 0.4211587041596043 0.4188492518054869 4.377817630767822 2445.8845 0.8180350185221719 0.2903080768642103 0.42453004724864774 4.481287002563477 False 17 10100 28.96 66.7 4698.607 0.7569176295141662 0.413648211687693 0.41745304305282355 4.393066883087158 2428.7903 0.8176038672804541 0.2841329913948774 0.41391630385408174 4.52908992767334 False 18 10200 28.77 66.1 5066.2163 0.7676494682073113 0.40991915297203657 0.4008439125672612 4.472568035125732 2397.8425 0.820228893601621 0.28650015785087624 0.4154787994009377 4.564613342285156 False 18 10300 28.58 66.04 5301.557 0.7510909657317026 0.4219214978766224 0.4175459380463179 4.451542377471924 2422.6465 0.8136677234318931 0.28570384530960846 0.41887989039008355 4.588928699493408 False 18 10400 28.79 66.64 4937.456 0.7525282069957829 0.42545579396720495 0.4280898701948904 4.335864067077637 2395.1782 0.8163253757982596 0.2857257042549794 0.42570111068019795 4.462386608123779 False 18 10500 28.51 66.15 4911.145 0.7534452375970144 0.4287445581892365 0.43506984584745195 4.393324375152588 2458.9893 0.8192842496225292 0.28280396392663565 0.43528217398895913 4.530956268310547 False 18 10600 28.82 66.53 4990.123 0.7824759436395305 0.38346415848614335 0.42008404116545534 4.540682792663574 2653.3862 0.8327017387086768 0.2639538298912675 0.43129020933525575 4.630158424377441 False 18 10700 28.83 66.37 6278.4844 0.757878422178832 0.4230624321764945 0.4300649054363089 4.459223747253418 2433.5361 0.820142448371505 0.2854658007388829 0.4369958409697919 4.577594757080078 False 19 10800 28.31 68.07 4703.406 0.7496383381841427 0.4326479517049322 0.44421936858579153 4.321074962615967 2407.6833 0.81481079000886 0.2914518154069159 0.44265337102543123 4.457444667816162 False 19 10900 28.61 66.81 4802.6157 0.7469412208094346 0.4356321811805475 0.44286170835140815 4.290548324584961 2398.7542 0.8127441592354183 0.2930510366764803 0.4402960084811452 4.429197311401367 False 19 11000 28.64 66.03 4796.0776 0.7458664979236728 0.437967926006261 0.44499812850003234 4.236147880554199 2456.6094 0.8128792835248874 0.292165199430873 0.4362821708296473 4.38835334777832 False 19 11100 28.71 66.15 4757.8247 0.7540924586936836 0.4411056736144405 0.4528139837481249 4.532775402069092 2465.7856 0.8195944162685671 0.2921835203129149 0.44483859055969355 4.661993503570557 False 19 11200 28.62 66.07 4817.205 0.7649681791720209 0.43367729954538814 0.44780562429414555 4.390682220458984 2433.119 0.8257072016413535 0.28957354587393735 0.4487238163853433 4.5013604164123535 False 20 11300 28.76 66.36 4866.688 0.7567381603321088 0.4357936275269643 0.4367966039569278 4.343000888824463 2411.9165 0.818318664619052 0.2949067824766409 0.4426861160385807 4.449555397033691 False 20 11400 28.78 66.41 4987.6304 0.7522818029928934 0.43900487731735466 0.4491527016223375 4.337407112121582 2438.804 0.8179443134481503 0.2913422838234933 0.44706233252776817 4.454571723937988 False 20 11500 28.68 66.06 4621.95 0.7376353439783285 0.4486967882536158 0.4643896765577699 4.176117897033691 2430.6765 0.813861488456415 0.286543489316943 0.4558459792635154 4.3264265060424805 False 20 11600 28.87 66.23 4726.728 0.7563299175958407 0.42900766583011907 0.4650766558487069 4.3078813552856445 2523.4644 0.8242074563510043 0.27506691020302393 0.45400309516263077 4.455911159515381 False 20 11700 28.57 66.8 4941.006 0.7541030649046129 0.4368290771314529 0.43168132334901516 4.398012638092041 2472.597 0.8192142066535885 0.28831626981471287 0.43487061812733535 4.515064716339111 False 20 11800 29.05 67.19 4977.558 0.7490424048995498 0.4320255270093557 0.44365923837437243 4.336038589477539 2477.9336 0.8151998483655457 0.2827206005161796 0.4459949255068259 4.459275722503662 False 21 11900 28.93 66.42 5765.582 0.750642059183269 0.4289688161853351 0.4550191461681417 4.287777900695801 2503.1665 0.8186645285176565 0.2755026246778429 0.44317888788801163 4.440604209899902 False 21 12000 29.12 66.15 6102.963 0.7417466087284736 0.4487796557493189 0.4660259299686387 4.1523284912109375 2408.9255 0.8166852377345462 0.28400801533749237 0.45332090899069516 4.3198466300964355 False 21 12100 29.05 66.13 6064.854 0.7358974204473298 0.45098179256768856 0.47923492611701035 4.444974422454834 2416.0247 0.8153067377745329 0.2823891360070493 0.4614944133810917 4.6521430015563965 False 21 12200 29.1 66.16 6114.1577 0.7370013967936008 0.45396660207727596 0.4830485051616289 4.074317455291748 2431.8774 0.8142808187029603 0.28792408916532203 0.4590366321679605 4.279591083526611 False 21 12300 29.14 66.17 5077.24 0.7574302254699901 0.4435885584646995 0.4746706365068155 4.1074090003967285 2474.743 0.8222175563157993 0.2890683357418833 0.4610099761155468 4.284734725952148 False 21 12400 28.91 66.91 5154.67 0.7351041420248422 0.4575330965708591 0.4931516935728435 4.008957386016846 2406.5269 0.813614300845639 0.289219337706918 0.4652791134652538 4.233363151550293 False 22 12500 28.95 67.85 5152.3213 0.7511367335927918 0.43967868829672985 0.48177361149374875 4.0586442947387695 2483.4648 0.8202631086508194 0.28249022982490685 0.45913591082802635 4.266537189483643 False 22 12600 29.09 66.55 5154.254 0.7350698515307458 0.45542884420126817 0.49039935638252286 4.130749225616455 2455.1187 0.8129331016687391 0.2886786724327938 0.46386196551178244 4.3665080070495605 False 22 12700 29.02 66.12 5110.324 0.7317340415398698 0.4660430233200335 0.5040860338614412 3.9780030250549316 2392.711 0.8125392152606755 0.29177462003512106 0.4707504642318418 4.220431804656982 True 22 12800 29.48 67.14 4753.5723 0.7513708696977877 0.45583932420835027 0.4826007357108007 4.090376377105713 2431.9421 0.8215556469859713 0.2884174061847204 0.4571719831124344 4.290693759918213 False 22 12900 29.08 68.23 4763.203 0.7530929773375065 0.45118078261485794 0.4683274589607022 4.135129451751709 2532.718 0.8261566545827003 0.2801726436279261 0.4495722128929245 4.314470291137695 False 23 13000 28.85 128.7 5848.356 0.7402940718241589 0.45179055905803533 0.5052000110583189 4.063316822052002 2482.8577 0.8182592488890399 0.2778249342021986 0.4735383363086112 4.287545680999756 False 23 13100 29.04 68.12 4828.8164 0.730162628901886 0.4589322526884433 0.5016138293988709 4.147176742553711 2456.5903 0.8147537705399839 0.2788585195985466 0.4685309348022905 4.3700079917907715 False 23 13200 29.02 73.21 5141.823 0.7393507582496373 0.4560698219764937 0.5128756862006825 3.986964702606201 2469.7866 0.8231212015977559 0.275384712941581 0.47591069067813213 4.251893997192383 False 23 13300 29.05 69.97 4706.4683 0.7293487551521476 0.4671937262473447 0.5223990021785041 3.8871874809265137 2419.1636 0.817618705051469 0.27949482630187755 0.48567801090415647 4.149420738220215 False 23 13400 28.81 71.77 5216.112 0.7327775817506592 0.46348106020571633 0.5099950762823336 3.9966819286346436 2390.3037 0.8169445809169745 0.283120502171264 0.4801261720168385 4.237979888916016 True 23 13500 29.45 66.3 4758.823 0.7309534991275627 0.4651672653861239 0.51783617833519 3.9736928939819336 2466.0413 0.818709620321788 0.2769658038832567 0.48321656888864906 4.230875015258789 False 24 13600 28.76 66.37 4854.144 0.751726183896276 0.4569966996895793 0.5042561303196639 3.9555280208587646 2454.9758 0.8232759915660922 0.28449906602289693 0.47526002160457054 4.1812262535095215 False 24 13700 28.72 68.4 5000.343 0.7237653068056671 0.4647988560902408 0.5373869351498095 4.147863388061523 2576.674 0.8152473487802393 0.2767122014886113 0.48504546420442884 4.470638751983643 False 24 13800 29.03 67.93 4908.051 0.7327155684438644 0.46743386015005717 0.5403157986044702 3.8321030139923096 2468.0398 0.8186234394221357 0.2809291443039297 0.4935249155929134 4.151485919952393 False 24 13900 29.2 66.32 5368.3433 0.8165720170708843 0.34740749544819455 0.3272580773706617 4.748885631561279 3041.9272 0.8620220473528027 0.21941439071028151 0.3169394937252109 4.902413845062256 False 24 14000 29.1 67.05 4757.7876 0.7424192795658252 0.45571437555049615 0.5343707794077981 3.849092960357666 2473.6113 0.8217928972015768 0.27777968783557916 0.48355523318607646 4.157713413238525 False 24 14100 29.04 66.5 5015.874 0.7299634366253115 0.4646005945692764 0.5551681033490862 3.89990496635437 2462.8018 0.816286747048412 0.27836072417580954 0.4965771162116623 4.235894203186035 False 25 14200 28.86 66.66 5313.5884 0.7270822039817888 0.4759155082189778 0.5657321963450535 4.030140399932861 2418.49 0.8175124017200245 0.2832625348615476 0.4983755594040883 4.432758808135986 False 25 14300 28.88 66.44 5136.436 0.7262382999693641 0.47473667602753516 0.5678205564788688 3.577122926712036 2427.2886 0.8156429515647415 0.2845652881591108 0.5062386004861095 3.9855077266693115 False 25 14400 28.79 66.06 5084.459 0.7311462339219975 0.46554648582126085 0.5626531989730288 3.7161762714385986 2482.7632 0.8176300420297767 0.27706337733670544 0.5025650381515314 4.087174892425537 False 25 14500 28.53 66.24 5157.2197 0.7273538512566518 0.47499800108874707 0.5796459885547265 3.49947190284729 2447.9338 0.8175168476392558 0.28017215802596024 0.5056985253572097 3.9716379642486572 False 25 14600 28.5 66.68 6505.2593 0.7374795274502844 0.45522982574289234 0.5590994427521018 3.8143680095672607 2446.1995 0.8196059723574632 0.27391387585304017 0.4976724284118786 4.204829216003418 False 26 14700 28.64 66.45 5223.8247 0.7201904771428836 0.48135917133544753 0.5697677785902876 3.893690824508667 2452.5046 0.8163936866913006 0.2799905146825368 0.49932501535597773 4.351466655731201 False 26 14800 29.04 67.51 4434.7305 0.7261778601949461 0.48426317200226626 0.5882390279909334 3.5171611309051514 2426.558 0.8187398391754342 0.2860406835158116 0.5045028276487311 4.012879848480225 False 26 14900 28.94 67.94 4628.484 0.716220344078036 0.48327555718883997 0.5977457029136215 4.028822422027588 2433.3638 0.8130359168633503 0.2814380960191181 0.5154005637880811 4.548360347747803 False 26 15000 29.11 66.21 4892.5586 0.7253633825340826 0.47566218193465726 0.6077230964482181 4.10355281829834 2467.9714 0.817302601487352 0.27743461063021563 0.5192798502107134 4.6602888107299805 False 26 15100 28.9 66.25 4479.24 0.7149868866591705 0.4905970247400361 0.594692068879562 4.328052520751953 2409.6267 0.8123694611940987 0.2861527090347578 0.510369450474519 4.847952365875244 False 26 15200 28.94 66.08 4492.3354 0.7144342403533663 0.49500419033421034 0.6016085139514676 3.4634318351745605 2399.9333 0.8137818396185088 0.28766056371534665 0.5081892677983145 3.994731903076172 True 27 15300 31.24 66.78 4829.687 0.7204770994653689 0.4792739470346172 0.6046296040071197 3.670905351638794 2433.0806 0.8205068143227531 0.27507501636637427 0.5158239880184049 4.212775707244873 False 27 15400 29.11 66.13 4663.3315 0.732241322137686 0.4873102320772649 0.6272010235751088 3.4271202087402344 2425.1477 0.8243280663709996 0.2828041867638315 0.5281774322139325 4.019491672515869 False 27 15500 28.95 66.17 4895.4297 0.7115275823264418 0.4963086337670165 0.6356354534484838 3.158790111541748 2432.9265 0.8133071106289005 0.28454100492047385 0.5246155869841356 3.8639025688171387 False 27 15600 29.14 66.58 4463.245 0.7161491260708411 0.49133161971908307 0.6419509600594865 3.3078386783599854 2435.1956 0.8139725262038826 0.28436723340687925 0.531554861234379 3.9814774990081787 False 27 15700 28.97 66.81 5125.3574 0.721082607068354 0.490728273451625 0.6546860024893676 3.1623713970184326 2417.3508 0.8192560662661811 0.279104768764299 0.5342245743311825 3.912808656692505 False 27 15800 28.96 65.99 5434.0547 0.7147496397131989 0.48549236138197926 0.6445829695047123 3.6275713443756104 2461.7305 0.8165439021670428 0.27528060118893005 0.5390932719372242 4.267728328704834 False 28 15900 28.83 66.56 5090.9844 0.7208218779979189 0.48594076882938536 0.6547156988899736 3.162287712097168 2443.5684 0.8175092288803202 0.28040253375759716 0.5379015755589571 3.8407821655273438 False 28 16000 28.98 66.05 4736.3755 0.725483730888404 0.49079619570743416 0.6410268717406297 3.143615484237671 2440.0532 0.8205787575056681 0.28261298443559485 0.5239202493618125 3.8718771934509277 False 28 16100 29.03 65.96 4745.609 0.7102534084073487 0.5032231392613851 0.6649831008305283 3.0625407695770264 2424.1963 0.8146731310317548 0.2846686533674135 0.5312472149680835 3.882383346557617 False 28 16200 28.95 66.42 4745.697 0.7213368677188664 0.4792200747427288 0.6535412457069105 3.0804898738861084 2515.6582 0.8200884673722642 0.2719596899071248 0.5356786117329775 3.8164992332458496 False 28 16300 28.96 66.96 4360.448 0.7187061563930506 0.49426447954973723 0.6597788860675047 3.2564895153045654 2481.4639 0.8202481476140031 0.2793707485619341 0.5294354039603862 4.044689178466797 False 29 16400 28.87 66.03 4396.652 0.7190376615679629 0.5017190699570939 0.6795142986671763 3.302686929702759 2435.7136 0.8213905646703441 0.2817999985091242 0.5370614734923205 4.202448844909668 False 29 16500 29.0 67.14 4838.036 0.7075182436981587 0.5042475554150548 0.7067636034171284 2.6640539169311523 2473.1536 0.8176776716141329 0.27839941624135506 0.5540413998129852 3.6871182918548584 False 29 16600 29.05 68.38 4407.116 0.7025917333502089 0.5010161811561132 0.7052418595034852 2.666304588317871 2546.9976 0.8153710216699859 0.2741659645178613 0.548599010662059 3.7269482612609863 False 29 16700 29.12 68.15 4346.317 0.6989567585739918 0.5098954634686295 0.7263943692971282 2.5667622089385986 2460.8164 0.8133160711013078 0.2802275488830439 0.562636392533172 3.644394636154175 False 29 16800 29.14 66.16 6243.3047 0.7005664137208801 0.5086275908665074 0.7229672553890208 2.655804395675659 2463.9817 0.8147056422018023 0.27945372118234435 0.561442146857142 3.7395615577697754 False 29 16900 28.91 66.18 4902.87 0.7105455223917944 0.5040934974912725 0.701350706352175 2.951951265335083 2467.7454 0.8193003998905756 0.27865044630277724 0.5513403338785112 3.852137327194214 False 30 17000 29.1 68.31 5231.973 0.7096795698552034 0.5018659671913328 0.7178915086712772 2.664123058319092 2484.6372 0.8198695059880938 0.27453155104602145 0.5606138737203716 3.7036352157592773 False 30 17100 29.22 66.94 5451.077 0.7099553993450076 0.5081958185607937 0.7241577952315357 2.880472183227539 2491.2346 0.8194236130147802 0.2801506031151584 0.56107625221401 3.9109086990356445 False 30 17200 29.3 66.3 5595.6333 0.7164060587765224 0.4982864120347684 0.7193369294579968 2.9103639125823975 2514.0295 0.8208030374620956 0.27585568184881176 0.5610254527951656 3.9423530101776123 False 30 17300 29.3 68.49 5339.695 0.7028655860653279 0.5063981262879402 0.733981363816348 2.7770185470581055 2568.6003 0.8183421147220116 0.2737191420024016 0.5585972814470571 3.9699087142944336 False 30 17400 29.3 68.38 4547.238 0.746329749366918 0.4883086110720121 0.7033929570877218 3.551191568374634 2497.6775 0.8327110734156242 0.2803196318407926 0.5581946532423612 4.360830307006836 False 30 17500 29.26 66.28 4373.266 0.7263850213770355 0.4979592159356601 0.6990705147835765 3.058666944503784 2471.8064 0.8234551182545455 0.2802583792440099 0.5431393665763903 4.018318176269531 False 31 17600 29.11 67.04 4212.3457 0.7003190274668885 0.5149914140774794 0.7390236424473215 2.6700761318206787 2490.0215 0.8167249920678631 0.27893791003551666 0.5535795582177063 3.92486572265625 False 31 17700 29.1 66.37 4738.0205 0.7175426515719034 0.5087046883723807 0.761403071812537 2.373645544052124 2507.715 0.8250490214122789 0.27746897696336376 0.5735602481761507 3.593656301498413 False 31 17800 29.09 66.23 4225.112 0.7205557440692459 0.5045089098171547 0.7200791955304224 2.9683916568756104 2428.5146 0.8214161180204835 0.2826769580572584 0.5366886856739581 4.0199198722839355 False 31 17900 29.28 68.41 4763.817 0.6953054217237575 0.5157668151800638 0.7799550419444982 2.1615700721740723 2549.1611 0.8152833617313873 0.2771378267049766 0.5708932323280316 3.59132719039917 False 31 18000 29.23 66.3 4192.409 0.7120014209716835 0.49471749295951734 0.7385292466499939 2.6198410987854004 2442.0115 0.8199500388153469 0.2732852751439451 0.5582866338125669 3.757436990737915 False 32 18100 29.16 70.82 4821.7666 0.6954707194714131 0.5180404551521065 0.7908188964672925 2.3514058589935303 2529.2515 0.8184333294006224 0.27452489107497274 0.5737232434590923 3.927841901779175 False 32 18200 29.2 66.9 4718.3086 0.7286940794299729 0.5061531403380449 0.777512990459565 2.3350794315338135 2519.9338 0.8287897799114551 0.27707197890537566 0.5646941007399789 3.757932424545288 False 32 18300 29.24 66.24 4529.5073 0.712494361332372 0.5178519921236305 0.7822749845101588 2.142747402191162 2472.5564 0.8244565007276496 0.2791824819992756 0.5613308365535611 3.712815523147583 False 32 18400 29.24 66.17 4451.6025 0.6909270776984937 0.5259882008128018 0.7968558825525784 2.040968894958496 2484.524 0.8147245731967484 0.2805647057656096 0.5579440486833198 3.70584774017334 False 32 18500 29.13 67.71 4311.396 0.6989214389785986 0.5246064213008401 0.8098104641975952 2.1652557849884033 2510.159 0.8203204075095484 0.2788116749521727 0.5677680085371586 3.9278173446655273 False 32 18600 28.44 66.87 4861.092 0.698512409446303 0.5275797302138486 0.8142127527068452 2.205827236175537 2548.3752 0.8208807547260771 0.27731077051934555 0.5701155426166576 3.855243444442749 False 33 18700 29.06 66.61 4728.725 0.7075017198809783 0.51833072521386 0.8056195036995042 2.6447196006774902 2480.2903 0.8214141128823735 0.28078397804862726 0.5586317617865865 4.38137674331665 False 33 18800 28.92 68.39 4695.462 0.7014321114544817 0.5243723838695078 0.82790727587613 1.7216651439666748 2509.4458 0.8228662035667973 0.27611358721736007 0.5761494203646315 3.625486373901367 False 33 18900 29.01 68.4 4628.4023 0.6982311461446209 0.5192135929216947 0.8100585441936512 2.1161153316497803 2462.886 0.8163629520706865 0.28090963902125565 0.5548559280183135 3.891930341720581 False 33 19000 29.1 66.22 4948.24 0.7107153135910027 0.5079831266588222 0.8193440624634082 1.874259114265442 2571.6096 0.8283211162076372 0.26711560537016626 0.5753906952112636 3.612079620361328 False 33 19100 29.04 66.33 4679.3364 0.6914334640417042 0.5245300264705578 0.8251155407164801 1.8351719379425049 2441.5432 0.8148692484687544 0.28130652367227954 0.5698297253594529 3.594266176223755 False 33 19200 29.06 68.16 4768.395 0.690525913437471 0.5283473225565292 0.8311715472591744 2.5053164958953857 2519.7363 0.818020824131409 0.275886125384323 0.5572125490067256 4.627086162567139 False 34 19300 28.95 67.31 4550.0977 0.7080580847451308 0.5120976622738048 0.815633958215046 2.0857574939727783 2433.7192 0.8197849089417119 0.2785607022819781 0.5639973325940074 3.7799346446990967 False 34 19400 29.1 68.38 4605.694 0.6937689147546366 0.5164136822230375 0.8470670067963094 1.6560401916503906 2629.801 0.8222668413883109 0.2617386434815737 0.5584866566498228 3.7054283618927 False 34 19500 29.1 66.95 4442.0093 0.7037524990050198 0.5034025263940521 0.8001137034793018 2.1590189933776855 2491.5745 0.821017644001559 0.2689873637593457 0.5642418599912229 3.707099676132202 False 34 19600 29.11 66.56 4761.514 0.7130777809787932 0.5030871296828373 0.7873378562804899 2.3792097568511963 2472.6924 0.8225418926962166 0.2741071479265791 0.5608917962221371 3.7316460609436035 False 34 19700 28.96 67.26 4707.135 0.7416341079090087 0.44636078912346405 0.6777466348987904 3.200430393218994 2683.9565 0.833303597168978 0.24431974744118878 0.5231437027039347 3.968579053878784 False 35 19800 28.81 66.35 5054.531 0.7079236340092141 0.5069283170788349 0.7839733183981898 2.156156063079834 2568.2454 0.8248748878077822 0.26687201596103677 0.5481339564142444 3.71868896484375 False 35 19900 28.92 66.46 4769.9194 0.6967063792469891 0.5206242695293339 0.8219553941341254 1.866225004196167 2508.0828 0.8193819649879989 0.27318473563107537 0.5718387952118371 3.655984878540039 False 35 20000 29.14 66.69 4921.366 0.6924420445921508 0.5214350048765086 0.8140824195443135 2.187116861343384 2465.6594 0.8157792613973445 0.2756460006384642 0.5708776458111315 3.8315041065216064 False 35 20100 29.08 66.15 4832.4 0.6889001637576678 0.5235807370325298 0.8490989451858317 1.5943282842636108 2584.843 0.8224624848311971 0.2617311358210869 0.5759359327182666 3.7567451000213623 False 35 20200 29.17 66.19 4809.6646 0.6806973267363177 0.5334254322956584 0.8563124249188375 1.4788914918899536 2488.8997 0.8173908873256241 0.2723558411758383 0.5827629142098647 3.549088716506958 False 35 20300 29.08 66.29 4730.2705 0.6944312184118097 0.528943926827045 0.8474992411997387 2.114103317260742 2438.2961 0.820083267171797 0.27786560804231963 0.5765270227809639 4.133811950683594 False 36 20400 28.94 66.38 4542.8975 0.6875966323656933 0.5363306089145347 0.8632204666459857 1.4105441570281982 2524.4282 0.82127473177875 0.27354538295763126 0.582260996016391 3.5436551570892334 False