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 2.275 27.56 108506.65 0.9741283205860813 0.012350763924703226 0.32575498961992944 15.53012752532959 31208.686 0.976381493144697 0.00690900837119053 0.42779746942742725 15.741316795349121 True 0 100 10.04 27.06 10089.112 0.9759203711975566 0.0103980307924153 -0.3336879734336977 23.559316635131836 5091.8164 0.9745486186510919 0.01741818649204497 -0.4254759803520813 22.683210372924805 True 0 200 9.87 24.81 9682.78 0.969096212001427 0.029861238667412363 -0.33079591857060436 3.521444797515869 4199.7266 0.9711079701226129 0.024437642909234097 -0.42563425566243107 3.4239068031311035 True 0 300 9.729 25.59 7098.5215 0.9674758612161588 0.03645499636955095 -0.32277713141108766 3.7794485092163086 4026.152 0.9678322786674678 0.03783152376422572 -0.41620811029247445 3.7255184650421143 True 0 400 9.897 25.01 7464.3657 0.9654711373637972 0.05062153562201412 -0.2796889806334391 3.4867663383483887 3883.611 0.9660350647426527 0.05162730294989583 -0.3685724279717532 3.297309160232544 True 0 500 10.0 24.88 10525.552 0.9666106504370705 0.04119039720950489 -0.09359907690994128 3.1678664684295654 4843.4536 0.9691974811375981 0.03519208170002216 -0.13678254658922098 3.009812116622925 False 0 600 8.875 24.45 7213.296 0.9694748342700846 0.029889499823478615 -0.2634242224756751 3.4931187629699707 4323.2773 0.9687018824459219 0.03450996821385944 -0.34420256759230516 3.497197389602661 False 0 700 9.455 26.36 8231.778 0.9710210780944551 0.026325190181676884 -0.31411445601945426 3.882930040359497 4699.1562 0.9697160835384693 0.030409657255656544 -0.40495689486521635 3.680850028991699 False 1 800 10.43 24.24 6100.469 0.9615010617045163 0.055426701831673385 0.22704733944340857 3.0711913108825684 3636.0752 0.9626041710166364 0.05377112159143356 0.29899710500581245 2.9121041297912598 True 1 900 9.721 24.7 8401.48 0.9627601755877017 0.04656220079478074 0.30575127142451397 3.4480814933776855 3700.8638 0.9633691939927287 0.04553681535611786 0.40088720106980624 3.142764091491699 False 1 1000 9.391 25.22 6854.523 0.9593161053155564 0.0693953251662999 0.3044262496929002 2.869490623474121 3566.165 0.9603236430156266 0.06754569360401541 0.40761433650446627 2.594757556915283 True 1 1100 9.717 24.72 7289.2144 0.9634440908853051 0.06870342853247507 0.2958494855103231 6.185146331787109 3702.362 0.9645189453006225 0.06516854642963565 0.3978839929695639 5.7820143699646 False 1 1200 9.488 24.67 6317.8223 0.9570103492997586 0.06288077403813332 -0.3315196441881084 4.537899971008301 3660.784 0.9593681668708454 0.057942357432284 -0.4155895963215505 4.271803855895996 False 1 1300 9.665 25.55 8352.298 0.9596384984775592 0.06363365545809953 0.3159760903210755 2.959477663040161 3499.0974 0.9605827840871735 0.061718959040615536 0.4054180706689024 2.720703601837158 True 1 1400 9.921 24.71 6375.644 0.9605749571865173 0.06530219742614707 0.29697228265347625 2.8478269577026367 3556.4407 0.9615636816010227 0.0643768588172175 0.3996169779860486 2.506434202194214 False 2 1500 9.589 24.8 6815.186 0.9558312116739833 0.07006202267754137 0.2794188545426899 3.4691522121429443 3353.0151 0.9574746907511241 0.06606808314270103 0.37882338712996966 3.143373489379883 True 2 1600 8.796 24.75 6416.4272 0.9536342699631537 0.06942366851413835 0.33147999373188514 3.8698573112487793 3566.5571 0.95672063186287 0.06305570890379356 0.42931351887935615 3.520688533782959 False 2 1700 9.586 24.88 5457.2715 0.9574721238458753 0.07544824686566563 0.32274470693990875 2.8918416500091553 3402.8787 0.9587002810816607 0.07321076894546942 0.4184298520504741 2.6423070430755615 True 2 1800 10.02 25.15 6051.668 0.9514996908862143 0.08306175984161157 0.32545513628826644 3.0042035579681396 3402.2563 0.952967310546321 0.07969330941965135 0.42652789318807544 2.6458137035369873 True 2 1900 10.14 25.04 5684.6855 0.9548478661963654 0.06767922895944323 0.2813606954453542 2.9571781158447266 3632.7195 0.9574364889465369 0.06135109102229861 0.3850775777930416 2.646972179412842 False 2 2000 9.573 25.18 5302.1206 0.9534483740733556 0.07776646511377058 0.31842896074299615 2.8332791328430176 3380.6301 0.9551639697273487 0.07434858745020918 0.4155031542861291 2.5177834033966064 True 2 2100 10.08 25.12 5500.421 0.9517480917201424 0.08327270145461176 0.33911497090836945 2.775723457336426 3230.4048 0.9536514395800764 0.08011411915428349 0.4348604273383127 2.4051835536956787 True 3 2200 10.36 24.98 5909.641 0.949479477018938 0.09302572791726235 0.3421714039076953 2.763779640197754 3117.4038 0.9514325922320149 0.08834824495402106 0.43536213733954515 2.4353222846984863 True 3 2300 10.02 24.89 5704.9873 0.9483520541517071 0.0933183953270448 0.3479303214601212 3.566192865371704 3072.8867 0.9514244869596885 0.08491198152988072 0.4390691368019228 3.2085213661193848 False 3 2400 10.34 24.82 5314.1387 0.9492891517982192 0.07650038585930911 0.32692908516308977 2.8071587085723877 3407.653 0.9521459153663094 0.07073178370081427 0.4163484238069328 2.519346237182617 False 3 2500 9.743 24.86 5041.466 0.9487945055765099 0.0852017668294153 0.3465992410845347 2.832493305206299 3114.3347 0.9505715758855585 0.08186417147735071 0.43844196071562813 2.4983479976654053 False 3 2600 9.894 24.97 4945.989 0.9436591488088718 0.09844223495241942 0.3316503515180176 2.8089466094970703 2989.0103 0.9461900935687453 0.09222340137207494 0.41681987631338907 2.4989306926727295 True 3 2700 10.16 26.22 5941.5815 0.9484900205647008 0.09823701969631883 0.29868002329664006 2.8726701736450195 3132.1208 0.9503896788164138 0.0932111502540981 0.3875269043902422 2.5885679721832275 False 3 2800 10.2 26.8 4967.186 0.9471812128339595 0.08956753153517831 0.3291380021518843 2.811567783355713 3130.9863 0.9499215253844824 0.08334345404327664 0.4214896772026206 2.525404930114746 False 4 2900 9.44 25.66 4906.381 0.9447191661872881 0.0966048659575985 0.34386951611935224 2.760876417160034 2975.4094 0.9470502812426506 0.0921005067622292 0.4342875244246023 2.410576820373535 True 4 3000 10.31 25.05 5536.9062 0.9413889936655607 0.1065631926165143 0.34470306875454654 2.750614881515503 2919.884 0.9439697742344122 0.10065099013338613 0.4315343513882042 2.4228241443634033 True 4 3100 9.895 29.85 5228.5464 0.9390641350060772 0.10211063129646909 0.35750451754061613 2.8018579483032227 2989.5667 0.942321276732592 0.09483509402641334 0.4442882921014532 2.4665608406066895 False 4 3200 9.647 24.96 5273.9775 0.9464614408092178 0.10335349756572447 0.3760678733372118 2.8130381107330322 3030.1267 0.9487540813334292 0.09768201721958933 0.46504417326891523 2.460564613342285 False 4 3300 10.24 29.66 5473.534 0.9473783854513237 0.08762650335887874 0.36019275754538765 2.716553211212158 3100.674 0.9483615965933162 0.087228783991054 0.450862453140173 2.375587224960327 False 4 3400 9.543 26.8 4734.7134 0.9426189595211523 0.10153498471747674 0.3470022620792945 2.7582857608795166 2915.945 0.9449496169807956 0.09510856729228839 0.4344579382265151 2.4051928520202637 True 4 3500 10.37 26.7 4548.9233 0.939856242836718 0.10301205399211802 0.3249177349239219 2.8889946937561035 2865.3252 0.9432765703151468 0.09506366627448422 0.40349090239952773 2.6143715381622314 True 4 3600 10.08 26.17 4942.4277 0.9461174001359485 0.08780478387949428 0.33548132392613167 2.947251796722412 3076.8115 0.9472069508067127 0.08735011803207482 0.4134339725524852 2.66072678565979 False 5 3700 9.584 25.94 4620.623 0.9347713187275265 0.11077545141015946 0.36305451171106673 2.7713303565979004 2897.5518 0.9393132672927175 0.10079911282363375 0.4477814804431018 2.455087661743164 False 5 3800 9.551 25.23 5795.9326 0.956041112033383 0.06442472775693019 0.3221212049196494 2.8215558528900146 3680.8755 0.9560521561815564 0.06434208883858651 0.4111861633004305 2.542450189590454 False 5 3900 9.982 25.62 4578.8706 0.9399009776797237 0.10546977989742631 0.3681478559516869 2.704056739807129 2921.9854 0.9424955458685278 0.10074863133728511 0.4570659207775749 2.3500330448150635 False 5 4000 9.549 24.5 4446.9585 0.9354436450886677 0.11363625468232658 0.37160522654493405 2.7002923488616943 2748.714 0.9386156376003602 0.10715624939460984 0.454916414661954 2.3537986278533936 True 5 4100 9.749 25.83 5094.396 0.936339460200487 0.09520824417197794 0.1973154265764374 3.008756160736084 3200.556 0.9401839982734959 0.08713709943805693 0.22882851704390536 2.8438918590545654 False 5 4200 9.511 24.78 5938.3687 0.9371965358282682 0.10474267051340691 0.3709958336144261 2.7178380489349365 2843.4011 0.9415562297457262 0.09281949808188923 0.45563869626081593 2.3998372554779053 False 5 4300 9.636 25.93 5399.7983 0.942906550498953 0.10089354753119713 0.35935130189276737 2.7304584980010986 2933.9727 0.9474787382714416 0.08911297543073236 0.4511724233305124 2.403355836868286 False 6 4400 9.471 24.97 4894.5723 0.9397398981604331 0.11421774264114536 0.36030884781970696 2.750720500946045 2819.7034 0.9434928957563289 0.10466478974898631 0.4454406548850586 2.424334764480591 False 6 4500 9.551 25.21 4740.415 0.9367433450778436 0.11082528797046422 0.36895176866390916 2.7102231979370117 2833.1277 0.9392823886176602 0.10585953884907262 0.45437497376030417 2.380319833755493 False 6 4600 9.515 24.85 4457.459 0.9364931510763097 0.11432756470593847 0.3664360602584024 2.922891616821289 2749.823 0.9395983620941589 0.10945444026774963 0.4525305824483927 2.5230629444122314 False 6 4700 9.507 25.02 4674.1445 0.9449766896837736 0.12777660595963017 0.3501125535739406 3.6054348945617676 2871.5771 0.9480234947265923 0.1186039613113299 0.4378399744563064 3.270004987716675 False 6 4800 9.496 24.97 4917.114 0.9334160058168971 0.12331103863881783 0.3748829732989537 2.713313579559326 2712.137 0.9373352223584517 0.11611511693442228 0.45871971479348433 2.3925886154174805 True 6 4900 10.38 25.12 4746.9697 0.9309438811196149 0.127938246805972 0.38032167176032855 2.679359197616577 2643.0215 0.9356017895410739 0.11907042459939701 0.4640768833433262 2.339538812637329 True 6 5000 10.3 25.3 4707.163 0.9257667771732897 0.1362103198830551 0.3818560864205455 2.672098159790039 2612.2688 0.9319892745775786 0.12276561595304672 0.4663074440559329 2.3330724239349365 True 7 5100 10.95 25.02 4676.318 0.9249919334483186 0.13365273164735816 0.3931267842395351 2.6657042503356934 2598.3857 0.9315811127643097 0.12059308354111618 0.4718448288221738 2.3511948585510254 True 7 5200 10.03 25.99 4679.6455 0.9253534291444458 0.1315542884954584 0.39483839442387597 2.6435086727142334 2608.739 0.931389153919246 0.11995419442870188 0.47377046901316344 2.3232474327087402 False 7 5300 10.0 25.13 4802.665 0.9258031938741254 0.1238879591945951 0.3857048855926024 2.6943438053131104 2763.9507 0.9323275600799859 0.10983970451692661 0.46351104333753285 2.3873953819274902 False 7 5400 9.692 27.74 4565.709 0.9335415837458398 0.12079722771222202 0.37469198272034737 2.7083022594451904 2777.0146 0.9384813820394917 0.1105010783836218 0.4610401808532544 2.3447608947753906 False 7 5500 9.766 25.46 5009.008 0.9270745792298056 0.12198670664948495 0.3955484847676814 2.6665396690368652 2713.3872 0.9334422136047299 0.10948768937597571 0.47542832156204295 2.3270843029022217 False 7 5600 9.749 32.0 5093.15 0.9316397197195666 0.11291481276245442 0.3794025938935796 2.7232229709625244 2788.1387 0.9373876134906064 0.1015444924118781 0.45839196972025703 2.4153594970703125 False 7 5700 9.987 25.58 5036.449 0.9370967713824429 0.10811424219698026 0.3889214772513086 2.6569528579711914 2843.8723 0.9401591135422451 0.10174663835352259 0.4705971835718157 2.3139078617095947 False 8 5800 9.869 43.08 4875.2974 0.9263490778396568 0.14176144679259112 0.3897712310487858 2.6810359954833984 2607.4675 0.9327142010484831 0.12743598339899603 0.4719364758834135 2.3337039947509766 False 8 5900 10.2 28.96 5020.455 0.9244954423193102 0.1439563690119776 0.40170640358522447 2.628082513809204 2563.9023 0.9303192362928066 0.1325847543928595 0.4799897941063709 2.300765037536621 True 8 6000 9.944 32.15 4854.316 0.9199483765921547 0.14298146120538904 0.4154214094428172 2.5998220443725586 2503.5132 0.9276371975368919 0.12796810778761827 0.48843921984819055 2.300225019454956 True 8 6100 10.18 25.71 5586.9204 0.9214341575603535 0.13775128983544033 0.4128015558339365 2.6360068321228027 2546.0034 0.928872308793551 0.12299037605315288 0.49203680704063707 2.3082287311553955 False 8 6200 9.805 27.76 5300.447 0.9340857110901994 0.12640876453340855 0.3812373973560695 3.0746042728424072 2747.0354 0.9381027155999259 0.117398571943828 0.46562117001729236 2.654987335205078 False 8 6300 9.788 25.77 5039.715 0.9212941590071279 0.1457319010796623 0.3978021770727456 2.671722650527954 2545.8298 0.9287312937027695 0.13078699363890867 0.4793640155871663 2.329916477203369 False 8 6400 9.807 36.18 4183.8965 0.9356472830270097 0.12942686941402737 0.3617403989818479 3.8527166843414307 2811.1606 0.9396794214591434 0.12088529823553158 0.4466663023260372 3.5057640075683594 False 8 6500 9.839 25.25 4094.3032 0.9360205547308188 0.12096814566512697 0.35471948124045893 2.7596652507781982 2778.872 0.9415068682487495 0.11013986349892675 0.44206486700295655 2.4286282062530518 False 9 6600 9.843 25.67 5659.495 0.9307507033790563 0.12603430705560514 0.3782291337686298 2.6811914443969727 2729.545 0.9371942267301018 0.11291115646004456 0.4642068811682221 2.3297083377838135 False 9 6700 9.637 25.35 4309.753 0.9263923568467536 0.14202118213800521 0.3890875688932475 2.8118555545806885 2599.473 0.934605821586113 0.12125234885685558 0.4725263444113029 2.4882900714874268 False 9 6800 9.435 28.14 4357.3315 0.9272536529049049 0.13514632467246096 0.3912513102601303 2.800220489501953 2618.5378 0.9332532273648418 0.12241070773359065 0.4735407245906676 2.42661452293396 False 9 6900 9.702 25.18 4156.5254 0.9259241313242768 0.14372736985639087 0.39027161137868044 2.870817184448242 2576.1152 0.9339385677850819 0.12508008542120228 0.47214513007346853 2.5501396656036377 False 9 7000 9.499 27.06 3922.154 0.9152226758529768 0.15646573723734034 0.4032929765655738 2.6140902042388916 2482.6152 0.9252282767036645 0.13619683784572603 0.48208605460177884 2.2816755771636963 True 9 7100 10.15 24.46 4214.4404 0.9224775702670329 0.15878870374087842 0.4011452228698612 3.0350706577301025 2544.2002 0.9315124556348754 0.1355093188086704 0.4824699535992328 2.707646608352661 False 9 7200 9.615 25.11 4175.605 0.9142455856848272 0.15836251022133277 0.41609706424146387 2.6001651287078857 2440.775 0.924871270388449 0.1373859458266331 0.49213018784186807 2.2908382415771484 True 10 7300 10.07 24.83 4222.043 0.920415730676775 0.15052445281951538 0.4076621856869696 2.7695038318634033 2484.9092 0.9299249071818505 0.13057102067890564 0.4882349625052426 2.4090561866760254 False 10 7400 9.439 25.26 4218.3276 0.9240349969615104 0.13353749935054446 0.39290026892167806 2.7221782207489014 2733.4326 0.9334642940914379 0.11393630271543574 0.4686320836970979 2.4543652534484863 False 10 7500 9.759 24.55 4008.0696 0.916214661340763 0.15196311819580194 0.40617328834530686 2.63370680809021 2506.8796 0.9264463870735843 0.1316006462775234 0.48157754493837207 2.3251726627349854 False 10 7600 8.899 25.1 3868.3198 0.9208917195196938 0.1462292038834147 0.38771485400176253 2.908780097961426 2560.2666 0.9305294274873465 0.12338363558767544 0.4728816511540418 2.5202877521514893 False 10 7700 9.705 24.91 4100.627 0.921179459042023 0.15397840041906238 0.38734312133028814 2.8896050453186035 2615.2607 0.9299558553720978 0.13109720874430228 0.4674360260865386 2.576219320297241 False 10 7800 9.416 25.23 4118.126 0.9119453620233821 0.15169421379949283 0.4160726593411589 2.6608245372772217 2557.0835 0.9247550300407258 0.12549856934516176 0.4912409215534085 2.364476203918457 False 10 7900 9.739 24.84 3825.8572 0.9107212721098942 0.16553467374019817 0.401336247777508 2.6330785751342773 2419.0032 0.9230204958657126 0.13962279661299823 0.4800994468019143 2.296025276184082 True 11 8000 9.761 25.33 3789.164 0.9073221351602833 0.1724162990953908 0.40886481954901455 2.627476215362549 2443.587 0.9213967160239783 0.14196908540753453 0.4860677743504823 2.2991154193878174 False 11 8100 9.81 24.28 4536.8955 0.930128509387835 0.12328179788453797 0.39880270771355686 2.9020915031433105 2831.9604 0.9362214124188115 0.10893960192683451 0.47147396618942045 2.6037933826446533 False 11 8200 9.475 24.61 3762.6943 0.9146146073776239 0.14826723336222972 0.427602875600868 2.6148767471313477 2502.0317 0.9263574643710789 0.12358676217829391 0.5022421632370764 2.3144891262054443 False 11 8300 9.749 25.03 3705.9158 0.9147159547192838 0.15986902728889765 0.42336457065784167 2.577627182006836 2466.7244 0.9255814638862004 0.13782278639662965 0.499416426727746 2.2558276653289795 False 11 8400 9.44 24.77 3811.9321 0.9098867068427589 0.1639496963348451 0.412200536116509 2.5994880199432373 2447.6865 0.921069195678205 0.14207170944456327 0.48595716259367827 2.2913057804107666 False 11 8500 9.726 25.08 3482.1426 0.9071436021366478 0.1744032190233942 0.4270386441030879 2.5955810546875 2386.4429 0.9208971500239506 0.14668362773581764 0.4973225494419217 2.292125940322876 True 11 8600 10.13 24.2 3793.8103 0.9066507764645092 0.16789261760004545 0.4330583648173437 2.5573766231536865 2377.4756 0.9205515854729686 0.14126408504336005 0.5017093318115925 2.256401300430298 True 12 8700 9.992 24.59 3539.6997 0.9052429774547248 0.1741440299906725 0.43780888293861725 2.5274922847747803 2359.9946 0.9202578377674001 0.1438645707122728 0.5097478302378357 2.2114481925964355 True 12 8800 9.954 24.7 3819.4507 0.9009553347606228 0.17626690391997024 0.42593231459914527 2.5676651000976562 2365.5527 0.9166641211444311 0.1456875781170812 0.4987409448338534 2.249173164367676 False 12 8900 9.707 25.04 3716.2205 0.9009643591491822 0.1837009366954044 0.43395681520974716 2.565589666366577 2347.61 0.9179250500928383 0.1495669954815563 0.5044788935140136 2.263015031814575 True 12 9000 10.09 24.19 3691.1016 0.9082948580081374 0.1806179978964379 0.42958694003718256 2.6108367443084717 2352.4912 0.9221729618797907 0.15035796477324617 0.5058605176367126 2.2478601932525635 False 12 9100 9.748 24.8 3917.8872 0.9188677967078355 0.1725322064255069 0.4109022805690468 3.601691484451294 2612.467 0.9300233565683277 0.14440609039851826 0.4818965245255278 3.287932872772217 False 12 9200 9.687 25.22 4350.988 0.9091467001331388 0.174619247353449 0.430267727272424 2.5438592433929443 2393.963 0.9231425433433285 0.14440401668470326 0.5045960548825481 2.2152318954467773 False 12 9300 9.764 24.52 4202.669 0.9109733550404079 0.16719944990797012 0.4229371971268326 2.917299270629883 2447.5557 0.9245372198065386 0.13613193058570722 0.4886528719275885 2.6114048957824707 False 13 9400 9.642 25.57 4075.9844 0.9158284316776109 0.1569734309128927 0.4146673818363933 2.654909372329712 2545.8086 0.9274714291554155 0.1317881550721128 0.4854961305343323 2.384902000427246 False 13 9500 9.736 24.36 3557.4797 0.9068202968746183 0.1785705432273455 0.4245654452229998 2.603870153427124 2350.9858 0.9198162012847094 0.150999069158115 0.5001321105487087 2.2684268951416016 False 13 9600 9.657 24.83 3441.5176 0.905016632055065 0.1860312801470968 0.4262993730182922 2.6302289962768555 2348.0166 0.919700268914176 0.15476726181819883 0.5020007391008696 2.293267011642456 False 13 9700 9.742 24.61 3445.5857 0.9027741487277442 0.1863562778645701 0.4358753514029888 2.541851758956909 2330.1133 0.9196155080701875 0.15146556348702775 0.5094272779805676 2.2219719886779785 True 13 9800 10.05 24.76 3318.1355 0.9051518183634049 0.19502553459663322 0.4254445772105292 3.167254686355591 2363.553 0.922307917348568 0.1559391907611482 0.49122590700468655 2.8621695041656494 False 13 9900 9.824 25.08 3307.9802 0.9084153525302733 0.1891634035906372 0.4376989578089271 2.8621726036071777 2350.481 0.9239680187013702 0.15245232438932294 0.5101098467553724 2.553257465362549 False 13 10000 9.657 24.63 3724.7278 0.9074069121245937 0.17668535380263067 0.42121764507569054 2.6124305725097656 2347.0686 0.9211196723054996 0.14716634326326278 0.49558293896743033 2.264263153076172 False 13 10100 9.812 24.75 3649.2346 0.8966589647833192 0.18974288333376235 0.4370091427611638 2.59303879737854 2309.3733 0.9152537956102056 0.15229565162285846 0.5031993664766427 2.289808988571167 True 14 10200 9.998 24.77 4445.6143 0.9245268720706036 0.1506746517766435 0.33488944616289484 3.0115604400634766 2820.2742 0.9356793102997497 0.12178396206997547 0.37725612023219446 2.867044448852539 False 14 10300 9.756 24.69 3553.4446 0.8989909236190907 0.1861305941026476 0.43898681230841813 2.5371718406677246 2297.2932 0.9172382419447057 0.14673099323995317 0.5088140198984141 2.2064733505249023 True 14 10400 10.11 24.34 3579.3499 0.894009720769013 0.19903960799858358 0.4471199787445077 2.5073177814483643 2297.1624 0.9140397455768179 0.15674957022805425 0.5133900438404974 2.210803985595703 False 14 10500 9.804 25.19 3553.686 0.9005214063309199 0.18739199359853312 0.4368829120052576 2.5331623554229736 2395.9363 0.9190282959082771 0.14639224491850372 0.5051467339337868 2.2119059562683105 False 14 10600 9.722 24.58 3448.561 0.8985754285765898 0.1897171443640625 0.43655290510916656 2.6322758197784424 2348.7537 0.9166065772712386 0.1490335493084728 0.5108988146211715 2.267960548400879 False 14 10700 9.413 24.95 3335.7825 0.8934894667439237 0.19871009044849564 0.45437672467348544 2.5525431632995605 2333.4888 0.9152555541182247 0.15269510001691902 0.5175258341435037 2.289186716079712 False 14 10800 9.721 24.55 3502.441 0.8977013009967556 0.19939467047098236 0.454542171923275 2.563600778579712 2304.4216 0.916692586892177 0.15846847334257919 0.5167326966964638 2.288444995880127 False 15 10900 9.404 24.95 3376.8665 0.8893569242800321 0.21262106014710308 0.4542838487861718 2.483621597290039 2245.9502 0.9125654019999274 0.16321309449999336 0.5197648714814308 2.174375057220459 True 15 11000 10.11 24.78 3427.031 0.8856990110786127 0.21411062121865362 0.4569993730741257 2.499917984008789 2253.9307 0.9106505990579175 0.16148795179505815 0.5225509630227673 2.190384864807129 False 15 11100 9.404 25.14 3491.1562 0.8874117731044303 0.21562987386732865 0.4598470054845776 2.519754409790039 2231.1694 0.9107489007668577 0.16626965163969779 0.5218172512202683 2.2418739795684814 True 15 11200 10.09 24.0 3586.448 0.8967211900943624 0.19508286522948387 0.45168760932437796 2.6967151165008545 2374.074 0.9178498390114423 0.1511669281023247 0.5142254157429685 2.427628755569458 False 15 11300 9.524 24.82 3522.9307 0.8901009172315951 0.20443870572201098 0.4490091947984784 2.507571220397949 2278.5933 0.9134588879822042 0.15573125594798076 0.5175921551179176 2.173309087753296 False 15 11400 9.695 24.05 3468.2078 0.8873462547426363 0.2177857961933705 0.44735159125642093 2.529797315597534 2231.7993 0.9107614790894543 0.16819153182274196 0.5121199321522006 2.230780601501465 True 15 11500 9.788 25.13 3668.392 0.9061728995380767 0.18154727134018178 0.45607815970454724 2.5391690731048584 2488.077 0.9238437239322421 0.14145183656311802 0.5177766806424469 2.2473185062408447 False 16 11600 9.371 24.86 3631.8655 0.9060431393254347 0.185715290267283 0.4471483616232691 2.6536576747894287 2411.8179 0.920167997816187 0.15339721347219326 0.5120086358688213 2.3542873859405518 False 16 11700 9.406 24.99 3539.608 0.8954265381172027 0.19205288606016488 0.4523052372774301 2.524146795272827 2340.44 0.9127812445435394 0.15645948722971745 0.5146788489951377 2.255354642868042 False 16 11800 9.64 25.03 3536.7927 0.9040719159192516 0.19138685959561288 0.44291920098213017 2.5427656173706055 2436.4368 0.9219075343137358 0.14736632001476932 0.5179950941505901 2.220201015472412 False 16 11900 9.658 25.09 3417.949 0.8964699563527648 0.19895688962881022 0.4537628039614145 2.5835564136505127 2306.5127 0.9164563904243942 0.155850778527166 0.5159109838513882 2.3020927906036377 False 16 12000 9.67 25.29 3362.6855 0.8868456819957247 0.2063865154599215 0.45180902142159907 2.4890244007110596 2291.8655 0.910037232603951 0.15889863541686522 0.5158943486617329 2.190598249435425 False 16 12100 9.482 25.09 3611.309 0.879959827411188 0.22033465681222428 0.4544348171857484 2.479282855987549 2219.5876 0.9066241626489855 0.16513833292952576 0.5190510091252556 2.1772518157958984 True 16 12200 10.11 24.99 3349.5352 0.8886713026721993 0.21878203905072796 0.4547454873683467 2.5192368030548096 2236.8728 0.9121804026257861 0.1664851032992254 0.5191132841909415 2.229672908782959 False 17 12300 9.67 25.04 3633.383 0.8911323193017335 0.20574110260233033 0.4661305723936833 2.502643346786499 2301.457 0.9136797381207891 0.15521869015294176 0.5256515017434338 2.2375919818878174 False 17 12400 9.745 25.06 3454.601 0.8814907593454392 0.21731346059779016 0.4478417312158291 2.665177345275879 2238.2156 0.9081651141359105 0.16241020732582756 0.5178967406093159 2.2924673557281494 False 17 12500 9.443 24.73 3662.1462 0.887132893724049 0.20714224901193384 0.45643231945010365 2.8577895164489746 2349.0461 0.9107664025151643 0.15692081590807833 0.5004412175012324 2.7087435722351074 False 17 12600 9.742 24.66 3607.654 0.8989599327662943 0.19571942890542188 0.46103343441115613 2.5046098232269287 2314.187 0.9189277923531802 0.15097819100935825 0.5259571372616474 2.204651355743408 False 17 12700 9.604 25.06 3398.4617 0.8818678077592409 0.2280943412290973 0.47108517118239496 2.5522091388702393 2243.1475 0.9090904407696314 0.16865134787506816 0.5252026851689521 2.2906417846679688 False 17 12800 9.704 24.86 3452.9678 0.8989932872961861 0.20111044971521672 0.4597861492749341 2.78251051902771 2357.9387 0.9173484975238484 0.15765311041748165 0.5233042824841 2.4902076721191406 False 17 12900 8.675 25.16 3372.6248 0.8828773256190928 0.21527223497200312 0.46277026049428716 2.603073835372925 2302.149 0.9084385600396309 0.16169021034158745 0.5201380373454125 2.3605594635009766 False 17 13000 9.626 24.95 3387.1484 0.8848746393277106 0.21429934941410242 0.4674447156896921 2.487443685531616 2257.2178 0.9089920009535332 0.16287160887899513 0.5232388927944954 2.2308692932128906 False 18 13100 9.516 24.87 3196.2156 0.8848528271711481 0.20869202368469147 0.4640627089528147 2.490521192550659 2400.5996 0.9137478998571008 0.14692981059596674 0.526252091489536 2.180220365524292 False 18 13200 9.776 24.74 3267.2212 0.8901978855768515 0.21383112684139455 0.4637458753177453 2.471874952316284 2279.852 0.9133304973021974 0.1613172911514342 0.5242430762149454 2.1922364234924316 False 18 13300 9.402 24.98 3402.2715 0.8984021725611401 0.20319366567893657 0.4638005126330741 2.4608066082000732 2408.1167 0.9213995785974044 0.14756545585659203 0.5293514825192926 2.142547369003296 False 18 13400 9.801 24.56 3165.8945 0.8843547954797643 0.21905001244929465 0.4673668261473658 2.4705750942230225 2262.339 0.9121381983439109 0.15897822382699278 0.5281322861832053 2.1744508743286133 False 18 13500 9.395 24.96 3416.6868 0.8822674119683966 0.21057822706354493 0.4626624895075279 2.706620931625366 2366.6787 0.9106775377843952 0.1524175763433487 0.522628337004993 2.4066591262817383 False 18 13600 9.681 24.69 3455.8381 0.8827777479325889 0.22521206599328364 0.461533253355088 2.5434038639068604 2281.979 0.9100278128120518 0.16577679516565244 0.523752736559191 2.2475247383117676 False 18 13700 9.587 25.19 3564.7358 0.8895670246872756 0.2237185734332035 0.4710501684493227 2.54280686378479 2340.8884 0.9155172393930336 0.16372496014717944 0.5288814204660008 2.271303415298462 False 19 13800 9.668 24.72 3189.189 0.8834005283784878 0.2182593393289929 0.462342857405994 2.4546561241149902 2258.8037 0.9088464944983468 0.16414289256249187 0.5268926464013423 2.1484954357147217 False 19 13900 9.397 25.11 3077.1475 0.8765526579901519 0.23247104488847603 0.46533258096359253 2.4642152786254883 2224.77 0.9069688609465957 0.16804833755875942 0.5200069391407142 2.1997485160827637 False 19 14000 9.701 24.89 3082.8496 0.882061423796596 0.23270479437827718 0.4594618921292617 2.6429741382598877 2261.7788 0.9100544329139862 0.17084523799220383 0.5244285463030031 2.335034132003784 False 19 14100 9.625 24.48 3375.478 0.8920634061413034 0.20901897638624758 0.45820587419023434 2.5683345794677734 2314.3245 0.9134842224610429 0.15888367541437298 0.5220590443571191 2.2850863933563232 False 19 14200 9.721 24.84 3330.2979 0.8801947997727392 0.2256649204617206 0.4701928312257039 2.436525583267212 2272.1384 0.9092264184047367 0.16322913872587683 0.529979913151399 2.1467528343200684 False 19 14300 9.626 24.94 3192.3115 0.8838996338013249 0.22203004184123445 0.47115433322488814 2.4695041179656982 2297.2678 0.9101641828697423 0.16372466602474303 0.5255897347563363 2.212904691696167 False 19 14400 9.702 24.28 3355.497 0.8882287676615316 0.21109427675188971 0.46513872108940796 2.542430877685547 2371.7896 0.9133826616264735 0.1548094889588859 0.5237956293190116 2.297959327697754 False 20 14500 9.45 25.74 3081.103 0.8868257039343014 0.22480441583289565 0.4615201000166738 2.4642224311828613 2318.1182 0.9141874181288804 0.1631240601973733 0.5238058631369874 2.1678647994995117 False 20 14600 9.665 25.01 3214.4495 0.8768785784916412 0.233806467271395 0.46982253947132663 2.457934856414795 2233.7654 0.9081486123864324 0.16724145706790328 0.5252341711840931 2.191805839538574 False 20 14700 9.415 24.5 3141.851 0.8714427798324542 0.23602055086254087 0.4669235400659426 2.449132204055786 2198.2822 0.9043529955730094 0.16825918522827926 0.5242427707372793 2.167250394821167 True 20 14800 10.17 24.8 3460.3157 0.8771992036119377 0.2358164666285835 0.4620359969451276 2.4939990043640137 2196.5623 0.9074606016982445 0.17081550629412257 0.5254438564391666 2.1760127544403076 True 20 14900 10.1 25.06 3247.6033 0.8766108206017605 0.23217348095373985 0.4735867494981011 2.463873863220215 2257.9253 0.9075151130827391 0.1643310177262545 0.5319421447572084 2.1890668869018555 False 20 15000 9.643 25.07 3187.9878 0.8846077123841362 0.22876271154070602 0.4612697184010896 2.4791312217712402 2261.216 0.9108930965736013 0.16612301518474462 0.5220007954747377 2.1928958892822266 False 20 15100 9.832 25.44 3100.0442 0.8743476610980481 0.2350058665100324 0.4721197645335464 2.437682628631592 2233.6343 0.907618258994626 0.16226089430218943 0.5318429085603522 2.1457154750823975 False 21 15200 9.987 25.1 3087.7275 0.878578059423002 0.2299308567035367 0.47258629645083666 2.441683769226074 2236.243 0.9099326506814108 0.16047890227694286 0.5326628294858728 2.158933162689209 False 21 15300 9.6 25.25 3086.3801 0.886644585165862 0.2231066263806251 0.47738030216778093 2.7581796646118164 2373.3777 0.9147377418046956 0.15723811174167293 0.5322766458430991 2.478111743927002 False 21 15400 9.681 24.78 2862.5886 0.8822449531986752 0.2341843287094272 0.4734953156040906 2.4530270099639893 2227.449 0.9115050713359039 0.16689659238306792 0.5311975279327904 2.1666197776794434 False 21 15500 9.242 24.31 3114.4397 0.8734377209169457 0.2408188243780018 0.4841423511796993 2.4591169357299805 2237.1843 0.9087647308920892 0.16539103458130325 0.5338913335103505 2.2035350799560547 False 21 15600 9.728 24.89 3067.474 0.8758468572732003 0.24246105245205635 0.4904414742435069 2.4404282569885254 2250.22 0.9115067021071248 0.16414312756875957 0.5396855952854303 2.183382749557495 False 21 15700 9.422 24.99 3215.6428 0.8684707714856391 0.24863324143167123 0.4829554305011766 2.4905388355255127 2181.9683 0.9043023967983921 0.17227556501685307 0.5309482789576607 2.237311363220215 True 21 15800 10.08 23.97 3121.2717 0.874320940826104 0.24543168588535144 0.48189361421182025 2.41929030418396 2195.2605 0.9079025479072135 0.17079763506251192 0.5376117027313159 2.136953830718994 False 21 15900 9.394 25.0 3073.748 0.8821298660230432 0.23928025507785644 0.4899792200784208 2.6378345489501953 2307.588 0.9122188745519275 0.16755006033548095 0.5386011641615362 2.38321852684021 False 22 16000 9.696 24.99 3226.6533 0.87193383694744 0.24147578993892407 0.4874942654678448 2.419684410095215 2203.9985 0.905818234969035 0.1671492928066168 0.5409377200244653 2.1545159816741943 False 22 16100 9.693 25.29 2908.4612 0.881128570625962 0.22928846386309062 0.46842029393297585 2.481304168701172 2288.363 0.9096730951033279 0.16425253473270257 0.5262183548168369 2.195849657058716 False 22 16200 9.822 25.08 2868.432 0.8750827271609645 0.24592589670502124 0.48003770417930697 2.436866283416748 2174.669 0.9079564778204064 0.17288810703036855 0.534374782073504 2.164560079574585 True 22 16300 10.21 24.9 3141.8076 0.8730370301402094 0.244440598129622 0.47623170202514375 2.513322591781616 2187.034 0.9070375857113454 0.16921327353478927 0.5303220125403172 2.242727518081665 False 22 16400 9.65 24.56 3302.7512 0.8933697647659042 0.21779171618378296 0.46156102464946575 2.604231119155884 2484.5188 0.9184895040459038 0.15558228608096597 0.5128829739347306 2.3649861812591553 False 22 16500 9.664 25.19 3230.0217 0.8635515003003725 0.25542141777641364 0.4783059339106094 2.415847063064575 2180.0945 0.9019673148933525 0.17368302296154592 0.5306356460075045 2.14784836769104 False 22 16600 9.679 24.96 2955.7217 0.8665623595562276 0.25180826250539357 0.4849783210964623 2.399155616760254 2158.573 0.9030853410764744 0.17280736119065018 0.5365091799299855 2.1352765560150146 True 23 16700 9.804 24.82 2945.8843 0.8717118662923622 0.2522251172519675 0.4758084526128354 2.422746181488037 2167.6182 0.9069555208929804 0.17375844661353212 0.5261215302787058 2.1582603454589844 False 23 16800 9.685 24.85 3056.4646 0.8752057628799897 0.2315287391398295 0.47553280796822195 2.605123519897461 2275.3684 0.9079811695820539 0.16101771359813682 0.5226754520452095 2.3689022064208984 False 23 16900 9.564 24.69 2703.8984 0.8729505160781202 0.2558107310750681 0.48134002908363205 2.489560127258301 2236.6267 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