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 1.944 26.99 67991.86 0.9808164800027639 -0.005262554059181632 -0.27957890104673666 375.23419189453125 62202.426 0.9809558624035136 -0.002939962699237629 -0.37808582943672253 377.49957275390625 True 0 100 9.949 24.58 7728.8833 0.969424068240472 0.05505668437628397 -0.291870554897258 17.529951095581055 3799.3682 0.969472103538841 0.06166211704427137 -0.3877634705336492 16.99294090270996 True 0 200 10.44 25.23 13413.59 0.97685069255034 0.013826085337376337 -0.2816665901898069 3.457791805267334 9685.985 0.9768339942074781 0.017269861601948953 -0.3799577858677618 3.1999382972717285 False 0 300 9.553 25.73 13487.701 0.9717714248025087 0.02327179747371559 -0.285359911105597 13.004007339477539 4794.795 0.9724045407351561 0.021978547695060975 -0.3807507230350686 12.503639221191406 False 0 400 9.995 25.36 13603.74 0.972319250843587 0.02085351550864026 -0.2535988136635041 10.797052383422852 5029.5166 0.9729452567912177 0.01959731673061375 -0.348743932733643 10.250691413879395 False 0 500 9.576 26.11 8748.061 0.9779859764180178 0.005143069604280236 -0.25908893855040127 11.882579803466797 5833.0864 0.9780458623844317 0.007997477836119392 -0.3541251351103817 11.281323432922363 False 0 600 9.783 25.26 10079.188 0.9727990068981971 0.017243600378197915 -0.2594343714492314 18.067813873291016 4211.264 0.9734635015396687 0.015800984432553497 -0.3504193049946442 17.38499641418457 False 0 700 8.796 25.09 6502.3237 0.966061628182799 0.041948043456560155 -0.2613237586949894 3.724695920944214 3685.7214 0.9653994283657285 0.04677921390319217 -0.3548783484648601 3.6915791034698486 True 1 800 10.86 25.16 5801.6367 0.9663824216314714 0.04729839458604851 -0.2690857247520257 2.6173312664031982 3685.1204 0.9660544529124887 0.051917847713569235 -0.36655274569998225 2.535550355911255 True 1 900 9.992 25.39 5859.705 0.9625965308892666 0.05210458197340515 -0.2552115683578062 3.71610951423645 3595.7202 0.9616363001034932 0.057632297189022935 -0.3462081449440052 3.4707655906677246 False 1 1000 9.647 25.32 5534.572 0.9621222801715729 0.05915854849736406 -0.26095535112410584 2.6923413276672363 3536.0544 0.9614411800649365 0.06425198317427343 -0.3614512203217919 2.543541193008423 True 1 1100 9.987 25.5 11489.58 0.9693919357813064 0.03273771467019064 -0.22099101900763535 6.374936103820801 4764.3506 0.9699199549411257 0.03140892293340565 -0.31300005704003986 5.998040676116943 False 1 1200 9.666 25.28 4551.2617 0.9626628005511875 0.05969518966059056 -0.24793325911817932 3.2926132678985596 3524.8801 0.9624587726398816 0.06288642548190083 -0.3468531393243255 3.1744189262390137 False 1 1300 9.566 25.56 4339.4116 0.9605169390667238 0.06924797302758871 -0.21350909378557603 2.6745645999908447 3481.3145 0.9597981917388426 0.07557814607191723 -0.3078121298866261 2.514971971511841 True 1 1400 9.68 24.89 5459.8965 0.9698115232511212 0.029524871084942304 -0.24160788037688594 2.591834545135498 4723.193 0.9696359962013853 0.03304734801076988 -0.33087334369421506 2.4668920040130615 False 2 1500 9.368 24.96 17815.684 0.9704172790256932 0.029643521388908682 -0.2721466636233134 5.816239833831787 6337.843 0.9710368765193881 0.02814122073651229 -0.376934442016893 5.470485210418701 False 2 1600 9.53 24.46 5065.846 0.9630221238217301 0.047777612491042114 -0.26805574916886205 3.118011474609375 3570.3828 0.9626413410725927 0.04927485674556543 -0.36880722572754443 3.025465250015259 False 2 1700 9.799 25.43 4198.6943 0.9598950487511559 0.06763426522703388 -0.25176024246601014 2.4869027137756348 3385.601 0.9595492905662765 0.07094381953116256 -0.33486260108517396 2.365561008453369 True 2 1800 9.953 24.81 10020.85 0.9726926176307218 0.02750379640616412 -0.24893350421474505 2.885399341583252 8871.746 0.9725948825002888 0.030598919811068492 -0.3537300336267787 2.8467330932617188 False 2 1900 9.691 25.17 4121.8755 0.9583458205113139 0.07666633639895389 0.007583589109181757 2.60581636428833 3444.4202 0.9578286231465136 0.08188656563990519 -0.0004734169854379759 2.413231134414673 False 2 2000 9.633 29.1 4713.0527 0.9629930742477759 0.05012364517749199 -0.17917196861459195 2.37113094329834 4005.692 0.9624695939338777 0.05387476113865778 -0.30153748371853534 2.2367522716522217 False 2 2100 9.787 24.79 4581.212 0.9648839837341027 0.04964255851341764 -0.015789109418889283 2.262687921524048 3829.4114 0.9645327682333512 0.05392943318210897 -0.10525453803810571 2.1334009170532227 False 2 2200 9.572 26.2 4039.0803 0.9580328006403613 0.08511612272912414 0.20314760522841585 2.157280921936035 3385.663 0.9573466817853621 0.09130274181256512 0.2589472951423033 1.9747660160064697 True 3 2300 9.985 25.0 4729.624 0.9650340845132456 0.04537377489136021 -0.0803217965986241 2.4751274585723877 4090.7783 0.9647932117866 0.04870551578240928 -0.1838704540585611 2.372685194015503 False 3 2400 9.362 25.38 4152.9785 0.95596282950252 0.08737113675433682 -0.2188671001348857 2.498227119445801 3350.1182 0.9550706114416668 0.09355698729374719 -0.3390431707785244 2.364403009414673 False 3 2500 9.47 24.54 3945.0166 0.9539089379502624 0.09161708880545402 0.04234022229248251 2.2306954860687256 3225.9753 0.953119509686889 0.09720780252216657 0.024209843497364707 2.0596845149993896 True 3 2600 9.829 27.57 6346.592 0.9634697878925554 0.044021311349011064 0.19642037433261972 5.0284423828125 3793.2715 0.9643098978634571 0.04065220641440078 0.1925527775490506 4.732975006103516 False 3 2700 9.607 24.89 4300.9736 0.9596185042112323 0.06461274359444556 -0.21018932088091616 2.4269447326660156 3498.6243 0.9590767155629706 0.06885343697289366 -0.32465142329605684 2.32576584815979 False 3 2800 9.659 25.68 4164.4805 0.9565354647703214 0.08728212180261535 0.20614222729810072 2.789635419845581 3294.4004 0.955938774814478 0.09194822229672737 0.26859985848782403 2.5644261837005615 False 3 2900 9.334 24.39 3804.5835 0.9528574771890844 0.08889922469532817 0.14681569731385496 2.1795220375061035 3322.0264 0.9519187285342253 0.09457429371987966 0.1814367312920398 1.9972562789916992 False 4 3000 10.28 24.69 3596.6694 0.9487479466782197 0.09265031524312743 0.19526733486057662 2.1416609287261963 3103.8975 0.9482954093341431 0.0951581733239177 0.25906533621357647 1.938138484954834 True 4 3100 9.957 25.0 3852.6096 0.9555909015481467 0.0832539085178407 0.08633227406161044 2.2106645107269287 3313.4753 0.9553728391159453 0.0860938309592812 0.06153185764847316 2.0485949516296387 False 4 3200 9.726 24.85 3949.3384 0.9553498365655325 0.08264856100467784 0.09793696079818054 2.222059726715088 3290.9888 0.9546949493337246 0.08730198525376781 0.07520732514520757 2.068880319595337 False 4 3300 9.573 26.16 4096.134 0.9530012758441566 0.07856632486153788 0.25247704214107636 2.2273693084716797 3212.598 0.9531762460379914 0.08057219559245508 0.3156061330222863 2.007607936859131 False 4 3400 9.704 25.2 3918.3289 0.953908065270199 0.07802830605013267 0.25959723979185945 2.1156647205352783 3202.0842 0.9543378799373018 0.0772961926605315 0.31513073361374455 1.926342487335205 False 4 3500 9.574 27.23 3757.1663 0.9477708142243214 0.10094390350372988 0.2886065627517311 2.054671287536621 3114.7153 0.9470289085081144 0.10494713237825377 0.37310106660791886 1.8179173469543457 True 4 3600 10.04 25.81 4183.0776 0.9523700439585722 0.07329798049299871 -0.0020952204732110355 2.491541862487793 3497.5635 0.9511755458119048 0.07754269713401121 -0.051259462667720655 2.4032373428344727 False 5 3700 9.555 25.48 4083.6506 0.9522191535776141 0.07742705398307283 -0.03355674376916733 2.326033115386963 3423.4504 0.9511315712900563 0.08149170762224398 -0.13169306775916412 2.193143606185913 False 5 3800 9.629 24.81 4414.339 0.954006586302106 0.07971421204596109 0.04140181448059097 2.243666648864746 3494.3477 0.9531085207095453 0.08400995953896065 -0.00042906515693065365 2.0785648822784424 False 5 3900 9.362 25.58 3824.7576 0.9485092380050163 0.09777009931617228 0.2170091698569532 2.1166067123413086 3083.9075 0.9482888971066021 0.09944307329314894 0.29862996252013907 1.8867301940917969 True 5 4000 9.884 24.9 4751.07 0.9630859423596109 0.04989084045581369 -0.20938699148416223 2.5981435775756836 4136.122 0.9630426303600047 0.05210923880436989 -0.3219194590164963 2.5816330909729004 False 5 4100 9.958 25.41 3917.7883 0.9547863281901179 0.09289347570400991 0.25122917917534565 2.1608002185821533 3168.9602 0.9550229453928697 0.09567359283057933 0.28783284920594626 1.9751982688903809 False 5 4200 9.668 24.7 3798.657 0.9465062650166598 0.10987047086774736 0.2484508037548905 2.296724319458008 3137.5427 0.9454924165815445 0.11525154600708656 0.31025150644648164 2.073603630065918 False 5 4300 10.41 25.13 3597.6697 0.9490591920578347 0.09860689191149208 0.26546569591342584 2.153989315032959 3090.9785 0.9489205456972535 0.09994971215878512 0.34770117888325436 1.927872657775879 False 5 4400 8.38 24.23 3555.0586 0.9492300699157099 0.10969133047118593 0.2782397600207785 2.0564279556274414 3132.5723 0.9488262912902429 0.1130410519466109 0.3620319260140339 1.8253523111343384 False 6 4500 10.12 25.37 3624.104 0.9488854548566518 0.08727654525757332 0.28421323021727435 2.0468547344207764 3121.8845 0.9496300759917974 0.0851658957443372 0.3709422421006677 1.7960318326950073 False 6 4600 9.537 28.56 3091.8577 0.9425478601766383 0.11054900485189889 0.2844439043624809 2.041050910949707 3033.2642 0.9423733228280781 0.11257097166873861 0.3582725014317343 1.7921764850616455 True 6 4700 10.11 25.29 3526.6582 0.9519462294574229 0.10094582251541405 0.2218448333645671 2.134816884994507 3222.6487 0.9519626021917421 0.10304914174555029 0.2638610070653828 1.9177286624908447 False 6 4800 9.605 25.51 3151.2375 0.9438106041206245 0.10703576009983384 0.23527971816640975 2.1734938621520996 3032.6855 0.9435131468121106 0.11008302074009081 0.28585450432400794 1.9519991874694824 False 6 4900 9.318 26.18 4203.459 0.9486046427074862 0.1039622940449765 0.18980469432006886 2.1533069610595703 3146.3503 0.9482643948872806 0.10730125430638299 0.19672981955328367 1.9837967157363892 False 6 5000 9.332 25.26 3553.2793 0.9442754341553435 0.10981137311406224 0.30722996928796575 2.0146596431732178 2986.5286 0.9443283994004734 0.1119508638592202 0.387910758909855 1.7675727605819702 True 6 5100 9.845 25.92 3801.77 0.9474974932682326 0.10252527221278852 0.32455861721646834 2.133284330368042 3031.7585 0.9479189683013612 0.1037279349795067 0.4118165171743126 1.8844707012176514 False 7 5200 10.07 24.95 3581.4822 0.9405854395822967 0.11775054933926413 0.29021041516126056 2.4597725868225098 2996.4517 0.9408432004766335 0.11757540101210782 0.362624657910962 2.2241170406341553 False 7 5300 9.579 24.79 3456.8955 0.9346704579767662 0.1208487186733809 0.3138163771582815 2.0044937133789062 2806.0188 0.9352106476603655 0.11958723556131554 0.3952644182976482 1.741750717163086 True 7 5400 10.38 25.15 3676.6406 0.9478271429924447 0.10091722041526861 0.3286733247695315 2.053560256958008 3127.8743 0.948252420348461 0.10237668654833006 0.4155296379607943 1.7867684364318848 False 7 5500 9.556 25.16 3458.1975 0.9400331117570767 0.11402761858094355 0.25391324419941713 2.1110544204711914 2964.6091 0.9405919011437617 0.11435358615342381 0.29951170819261164 1.9164063930511475 False 7 5600 9.435 25.29 3501.252 0.9421643277501371 0.09357398598904818 0.2533134198519087 2.169229507446289 3102.0857 0.9425916974760106 0.09340013094590105 0.2937747527011757 1.9651861190795898 False 7 5700 9.594 24.93 3107.8328 0.9384644666814959 0.11630815556305342 0.3023608044815906 2.0197079181671143 2910.6482 0.9392451061951826 0.11625089235011198 0.3686381581178801 1.7808525562286377 False 7 5800 9.533 24.65 2978.011 0.9398598080953756 0.121952561271751 0.3244515772123732 2.5665886402130127 2939.1265 0.9408212401889625 0.12116798170003668 0.4015592769349557 2.3234050273895264 False 8 5900 9.552 25.3 3164.6626 0.9398837490198828 0.1218999671605792 0.31774340652289396 2.344362258911133 3016.3774 0.9406779070753044 0.12231076814068545 0.3868995097066535 2.115234851837158 False 8 6000 9.452 25.11 3456.043 0.9472153101599042 0.11499090564741928 0.30279644261659844 2.1360740661621094 3015.977 0.9480593377061096 0.11574455258708154 0.3674998231322439 1.924519419670105 False 8 6100 9.55 25.22 3538.8037 0.9358668517182757 0.12232963570348712 0.298031697829066 2.0905261039733887 2850.122 0.936337982577719 0.12198225127304843 0.37024098475614564 1.8447668552398682 False 8 6200 9.594 24.91 3659.094 0.9402387393847677 0.11389435100454488 0.29031589697384264 2.0355587005615234 2948.2878 0.940877576368624 0.11314322745848547 0.36051712111798073 1.7867639064788818 False 8 6300 10.02 25.16 4042.2751 0.9446416909312012 0.11417551600940196 0.2479928851076213 2.114044427871704 2972.1484 0.9455717858894965 0.11393940655842541 0.2758789988538164 1.9354743957519531 False 8 6400 9.543 24.26 3916.3628 0.9371122867248662 0.12331208066434328 0.2946822695656332 2.030928373336792 2853.9556 0.9384135010669346 0.12068812424804456 0.3655005174152393 1.775511384010315 False 8 6500 10.23 25.42 3644.647 0.9466215426524128 0.09906992324116785 0.29944161051691764 2.0589728355407715 3137.4048 0.9476274141277611 0.09816427203840006 0.37292888376719835 1.8326504230499268 False 8 6600 9.564 25.92 3541.1748 0.9350296099678616 0.11689210858181971 0.3060137822538891 2.0141704082489014 2897.7058 0.9359184998190272 0.11492262202364258 0.3846198952151781 1.7484066486358643 False 9 6700 9.589 25.31 3706.7295 0.9424552501258807 0.09790129143920577 0.3267332463014807 2.1534230709075928 2972.4084 0.9423506124922256 0.09802916830997507 0.39227220683216313 1.9175392389297485 False 9 6800 9.455 25.13 3496.8315 0.9482755385590752 0.11136258660433426 0.33198310290597954 2.2486791610717773 3159.2964 0.948439855459479 0.11222148688880677 0.41894965306419857 1.9827914237976074 False 9 6900 9.755 24.99 3039.398 0.9401329181345452 0.11000758893739021 0.2640179194398229 2.110668659210205 2790.3018 0.9406253304538958 0.11087742796458375 0.30709763610032287 1.922969937324524 False 9 7000 9.329 25.22 2925.0376 0.9353595279057039 0.12511259961539978 0.31810839812126324 2.006178379058838 2763.778 0.9364912129221445 0.12387854356481323 0.4037579531138209 1.7548197507858276 True 9 7100 10.09 24.97 2982.9832 0.9427776642316356 0.11107140000835782 0.2840037735767823 2.0625905990600586 2882.5361 0.9446562219702591 0.1082483013516531 0.3439194401586763 1.8260165452957153 False 9 7200 9.616 25.46 2871.1328 0.9334172289555213 0.12671381641447466 0.3109840731141104 2.009948968887329 2822.4465 0.9344603723075066 0.12486668432927654 0.39323464099834515 1.755564570426941 False 9 7300 9.625 25.19 3182.497 0.9418980045855101 0.12357971939048788 0.3234057733652575 2.474149703979492 2896.28 0.9434355423429296 0.1220552165644927 0.4147075250743465 2.2281835079193115 False 10 7400 9.984 25.33 3003.645 0.9353303474811981 0.126450577034137 0.30729647155737516 2.0280025005340576 2862.4504 0.9366246050219934 0.12468665685467822 0.3822936770743206 1.7488765716552734 False 10 7500 9.59 25.38 2901.0454 0.9325030700349912 0.13401009090032673 0.3069955587760012 2.0232553482055664 2798.0884 0.9340020679602338 0.13070164712131893 0.38955255585574755 1.7528985738754272 False 10 7600 9.935 25.23 2972.5508 0.930996152920529 0.13949371251637982 0.3067233293436958 2.0450446605682373 2768.2432 0.9324749555717651 0.13625736551830794 0.3886931593612323 1.7997466325759888 False 10 7700 9.63 25.26 3006.5496 0.9265713508075779 0.13979143211135628 0.31414038956650825 2.0170786380767822 2699.9077 0.9286723130407866 0.13503917765179438 0.39101103728913966 1.7386126518249512 True 10 7800 10.05 24.7 3044.4197 0.9420961327659171 0.09786062619702612 0.295046045313606 2.030757188796997 3188.607 0.9430052142450306 0.0961934783165614 0.35595240817639856 1.8082067966461182 False 10 7900 9.539 25.32 2715.659 0.9334451991098441 0.13078172988603315 0.28458748870693085 2.474961757659912 2822.6028 0.9350262525438775 0.127078171518355 0.3336423147117408 2.261533737182617 False 10 8000 9.039 24.2 2772.9756 0.927211200837125 0.13449004749382754 0.3250522248591886 1.9919898509979248 2730.686 0.9292884822046028 0.12936947917104147 0.3991970137711851 1.7246263027191162 False 11 8100 9.521 25.26 2646.059 0.9294056132293238 0.13765572483646124 0.31936290447760496 1.9954969882965088 2735.9736 0.9318565604317244 0.13220201650247612 0.3937516707320046 1.734094500541687 False 11 8200 9.566 25.16 3108.2778 0.9238664185143028 0.14647252885388343 0.3207636413051795 1.992226243019104 2667.6924 0.9263178287449374 0.13979012642837893 0.3935058355517468 1.7401314973831177 True 11 8300 10.86 25.9 3175.825 0.9247825610759685 0.14190500815734677 0.3150206433710484 2.010713577270508 2649.808 0.9273927370990311 0.13485180705006303 0.391977982741248 1.7379353046417236 True 11 8400 9.977 32.85 2776.9817 0.925808180779475 0.13824900899554887 0.3125110015463839 2.097860813140869 2687.7485 0.9283809367728824 0.13205938382384913 0.3809088880133853 1.8375160694122314 False 11 8500 9.423 24.88 2901.6948 0.9330247609255663 0.13366615704741236 0.3353306498872363 1.9785650968551636 2768.5627 0.9354050608099828 0.12930411570339462 0.4180166087576322 1.689566969871521 False 11 8600 9.598 25.18 2800.7705 0.9222546265679072 0.1504261731261038 0.3258668295011627 2.008013963699341 2669.9746 0.9252631355740829 0.14291646219910908 0.401774393680917 1.7442235946655273 False 11 8700 9.633 24.9 2864.794 0.9298395709558195 0.15006834939428457 0.33746776849941995 1.9724758863449097 2717.9358 0.9326650854070103 0.14225186270603268 0.4194702531966527 1.6878573894500732 False 11 8800 10.23 25.18 2808.2017 0.9210515137455026 0.14831998339222208 0.31904799354120766 2.130366563796997 2723.899 0.9241167309218327 0.1399212953786067 0.3782749460935109 1.8849338293075562 False 12 8900 9.54 25.88 2703.8035 0.9299159943130088 0.14516696952916835 0.3347696926383135 2.5201897621154785 2712.6123 0.9327548083199869 0.1387989318787575 0.4012346729945885 2.274580478668213 False 12 9000 9.866 25.17 2749.2249 0.9264779359042996 0.14952603406473614 0.3394331531369214 1.9702855348587036 2706.543 0.9290451326191822 0.14402209548909306 0.4117009280028228 1.705986738204956 False 12 9100 9.562 26.15 2836.372 0.9198333822012247 0.13978258442219826 0.335887382571509 2.6517114639282227 2640.1401 0.9232287419318551 0.13247455475392753 0.39924881339814067 2.3461997509002686 False 12 9200 9.67 25.09 2688.4814 0.9309448328737018 0.14636365926625458 0.32634910533681033 2.0040578842163086 2773.0928 0.9333896515733083 0.1416592238385863 0.4072823269650072 1.7181756496429443 False 12 9300 9.02 25.19 2698.9658 0.9252481551408656 0.1411567769697004 0.33578979895086625 1.9962189197540283 2672.9333 0.9292077179525047 0.1330311677838468 0.4119827016488186 1.7142581939697266 False 12 9400 9.661 24.82 3111.4502 0.9253859261609141 0.14693604793740284 0.335562254344409 2.0797581672668457 2666.517 0.9279751609591985 0.14081432990307283 0.4109450795239043 1.824817180633545 False 12 9500 10.11 27.6 3391.3208 0.9232583090392652 0.1432165112656206 0.3242755570005505 1.9881271123886108 2667.7483 0.9263256570638572 0.1357246936550217 0.3867544037692482 1.750024676322937 False 13 9600 8.536 26.99 2906.8467 0.9230222508572623 0.15792496893697078 0.31876557783200554 2.064000368118286 2573.589 0.9264365006643085 0.15027666104815693 0.38041364074157086 1.8272351026535034 True 13 9700 10.17 25.07 3044.4302 0.9190966034085588 0.14842507287872092 0.3163052715050003 2.004676580429077 2655.0828 0.9229663110832038 0.13969458114145253 0.37558756115650294 1.767655372619629 False 13 9800 9.584 25.18 2448.967 0.9238070759854513 0.15463264424658515 0.3363342892288012 1.991689920425415 2692.6433 0.9278096353896305 0.1448477284755008 0.40352593476077747 1.7531758546829224 False 13 9900 9.667 24.8 2647.6865 0.9281434007796965 0.1540362683249325 0.2984866147183572 2.0500454902648926 2751.9512 0.9314593494024832 0.1454838826142399 0.3333554315723708 1.8667417764663696 False 13 10000 9.982 25.35 2475.489 0.9173851402254966 0.16146181370248666 0.33654741594151427 1.9711514711380005 2650.473 0.9220555780790223 0.14944088163585792 0.3995009117216951 1.720818281173706 False 13 10100 9.333 25.54 2380.5376 0.9126218514885197 0.1646436068207207 0.35913986535699893 1.935620665550232 2599.1958 0.918635571876109 0.14855337437571617 0.43446447546277944 1.6718276739120483 False 13 10200 9.082 25.07 2910.1545 0.9392431288784618 0.11450515800205333 0.3567725733195346 2.6202540397644043 2946.7407 0.9431235955689246 0.10353488249540567 0.4271708976069293 2.373135805130005 False 14 10300 9.382 25.92 2610.853 0.9205842401153522 0.14388788599850347 0.3677966714580546 1.946384072303772 2709.4785 0.9245305631201275 0.1340002212906967 0.4241411355332432 1.7267495393753052 False 14 10400 9.631 24.93 2364.5283 0.9146228190168308 0.16598777106043594 0.3587377709191262 1.9378118515014648 2557.04 0.9202687035653435 0.15232967183428445 0.42354512704620567 1.6969748735427856 True 14 10500 9.706 25.4 2990.014 0.9275768656091027 0.16276346186174184 0.3319597611966459 2.197892665863037 2738.705 0.9312245627152136 0.15113263521853687 0.41495119630229665 1.8350458145141602 False 14 10600 9.58 24.83 2430.0483 0.9223655878982585 0.1543353756111547 0.3100763402390315 2.0167717933654785 2733.0461 0.9258516176090892 0.1440154016840625 0.3566321781333474 1.80880606174469 False 14 10700 10.54 24.91 2417.028 0.9195986981776803 0.14567589016265803 0.3515867033653108 1.9605754613876343 2767.3445 0.9251429533672902 0.13132304139361223 0.4111131807682818 1.7283967733383179 False 14 10800 9.58 27.71 2220.4756 0.9124037015029481 0.1737868134121707 0.36555449192571854 2.0159976482391357 2614.7336 0.918447863810577 0.1558995873134448 0.42873251855948924 1.777087688446045 False 14 10900 9.621 25.12 2377.371 0.9269400689705074 0.16260042043684553 0.352845339871634 2.1141624450683594 2741.7517 0.9305735751609201 0.15041818899154943 0.4132547117620568 1.886240005493164 False 14 11000 9.48 25.47 2306.9133 0.9145573918859005 0.1752453080191492 0.3551878780089485 1.9460675716400146 2599.038 0.9203891113059048 0.15875876403910485 0.41566430620877864 1.7113436460494995 False 15 11100 9.554 24.84 2825.4285 0.9126224170428724 0.1664041291075101 0.37964445537235353 1.9036678075790405 2578.7537 0.9204205889985385 0.1461963948680202 0.44424948759473026 1.658039927482605 False 15 11200 9.634 25.25 2476.3772 0.9151591876771062 0.1744774990039188 0.3829069057006455 1.9681345224380493 2584.916 0.9226340209433409 0.15322115446837387 0.4421715748491717 1.7360014915466309 False 15 11300 9.595 26.89 2541.6748 0.9166614357649033 0.17491727688691816 0.3789778998577353 1.9071637392044067 2510.3645 0.9238212695500457 0.15443186748334756 0.4544255947730028 1.6465427875518799 True 15 11400 10.09 25.16 2462.7622 0.9029578254674132 0.1755407155536201 0.37244314912111476 1.9449900388717651 2544.1611 0.9128073237512614 0.15132943393792483 0.42819890680443257 1.7073490619659424 False 15 11500 9.432 25.33 3993.7336 0.924857510838249 0.1520866861486014 0.31013012829264225 2.02054762840271 2860.1301 0.9273210819333185 0.14244896507340377 0.40285078666992685 1.756907343864441 False 15 11600 9.67 25.14 3583.562 0.9204694395965375 0.15247636836424694 0.36209135010295446 1.9342389106750488 2793.7935 0.9254118021110554 0.13810711405182938 0.4388518564116096 1.682459831237793 False 15 11700 10.16 25.12 3441.961 0.9182004447169818 0.15576900314181097 0.3671189356288114 1.971758484840393 2637.581 0.9230829022852807 0.1412703703481021 0.43437636500882176 1.7598836421966553 False 16 11800 9.559 25.13 3013.128 0.9143594150405793 0.1666537036462016 0.37711014001506266 1.9055770635604858 2634.6143 0.9214543054696567 0.1486205463197241 0.44055294624641517 1.659300446510315 False 16 11900 9.824 24.82 2963.3643 0.9064139452957223 0.18022150246137195 0.39115522791868274 1.8926653861999512 2514.79 0.9153302733080101 0.1571245819988242 0.4602201692152052 1.6439085006713867 False 16 12000 9.591 26.1 2898.0078 0.9066093795315181 0.1798958211228286 0.39194658736614746 1.8803855180740356 2507.5615 0.915814372511721 0.15600769864429134 0.45435582776017797 1.63055419921875 True 16 12100 10.21 24.99 2592.661 0.9121761396402437 0.16422097842710529 0.3704131461522504 1.9206173419952393 2577.271 0.9194713413112883 0.14586447099022495 0.4337518784441439 1.6697150468826294 False 16 12200 9.89 25.85 2416.7092 0.9136401628028814 0.17628217402407084 0.36769846730829986 1.9211124181747437 2451.6804 0.9206337827864298 0.15749043384180295 0.43393112112054605 1.6671583652496338 True 16 12300 10.11 26.14 3126.2715 0.9185789822670567 0.1740736809706648 0.373731397519532 1.9138078689575195 2520.3914 0.9251118285529767 0.1549240017856265 0.45975356591623223 1.6414304971694946 False 16 12400 9.768 25.31 2530.758 0.9092221115006556 0.17607620307099767 0.3492348819620308 2.0013535022735596 2539.3157 0.9172462434402925 0.15430540225406164 0.3939651317385619 1.8146835565567017 False 17 12500 9.36 25.39 2435.485 0.9067178522811321 0.18117509720398775 0.36509787699325114 2.1531240940093994 2526.3628 0.915067596087943 0.15893611310520264 0.4396604097939915 1.8615033626556396 False 17 12600 9.628 24.22 2361.1047 0.9026341515664247 0.1921536623361042 0.3938296250596258 1.9439594745635986 2469.6082 0.913124592387428 0.16499182947250388 0.45458523228335374 1.7125431299209595 False 17 12700 9.765 25.03 2731.003 0.9047297612508847 0.1939173788734403 0.39845260604413907 1.9033693075180054 2460.064 0.9150582922410629 0.1662422375555928 0.4647260811824213 1.666079044342041 False 17 12800 9.158 29.13 2480.426 0.916100669943462 0.18391951834303574 0.3933139329421924 2.046637773513794 2518.485 0.9242107794880603 0.1592237223597994 0.4558631473872236 1.8048913478851318 False 17 12900 9.601 24.48 2634.5767 0.9030600185468551 0.18435477416486482 0.3677242037654578 2.0390403270721436 2495.4358 0.9125892826706311 0.15993146962604085 0.43585859127415105 1.7556661367416382 False 17 13000 9.528 25.24 3164.1548 0.9119352385068697 0.18620475394310515 0.3704067680124716 1.9200586080551147 2525.6938 0.9214865507881649 0.16081345177769457 0.44872903132174685 1.6399065256118774 False 17 13100 9.138 25.09 2674.1726 0.9269021237120142 0.14633739655989408 0.296988409071646 2.0783469676971436 2833.0652 0.932475726909513 0.1301750944880446 0.3477913435206826 1.8472164869308472 False 17 13200 9.972 25.07 2426.4558 0.9074816624002436 0.17248376445404875 0.35647759147725777 2.065734624862671 2667.1497 0.9175474247146901 0.146756689220985 0.4118692984700265 1.8242428302764893 False 18 13300 9.566 29.87 2733.4685 0.9221033669702312 0.15449993920128524 0.31246494078075754 2.074918746948242 2862.0713 0.9264514144441164 0.1385542167162241 0.3574244805918319 1.8741003274917603 False 18 13400 9.688 24.69 2978.454 0.9274127351948594 0.1302554970334889 0.3307297928600716 2.417867660522461 2691.9304 0.9335406917675457 0.11472362612984094 0.3814647374535428 2.192251682281494 False 18 13500 9.393 25.32 2788.1367 0.9062815551758224 0.17495499065891065 0.36165383408811513 1.937570571899414 2565.2534 0.916440589416715 0.15062672687998016 0.43269660354239947 1.6705008745193481 False 18 13600 9.232 24.81 2681.476 0.90570967007472 0.183984586060573 0.36408184055296744 1.9519202709197998 2565.1526 0.916211937695722 0.1566613855065722 0.4282968160787279 1.7024158239364624 False 18 13700 10.74 25.18 2622.9521 0.9068814336853772 0.19478237286310873 0.39138477033567237 1.9926750659942627 2496.554 0.9177336187014812 0.16498059279534882 0.45626313442804356 1.7505812644958496 False 18 13800 9.614 29.27 2635.9897 0.9227825096138061 0.17175791463867943 0.35512851741631335 2.379216432571411 2793.3313 0.9287683842922764 0.14963475206916 0.40017798806958693 2.1498160362243652 False 18 13900 9.701 25.32 2690.0 0.906841008838777 0.17582079763570196 0.3983998361669581 1.9145060777664185 2673.2417 0.9182182465398061 0.1461623469979325 0.4573607834966226 1.688635230064392 False 19 14000 9.545 25.38 2703.3171 0.8959486529272933 0.19684386927290412 0.4038748056533691 1.8759037256240845 2461.589 0.9102161058772268 0.16193030559388513 0.4702716730098122 1.630524754524231 False 19 14100 9.558 24.2 2413.551 0.9034031174127113 0.19541430118182093 0.4021212409358992 1.866014838218689 2484.632 0.915710907807923 0.16311926847504088 0.47518473695777236 1.6069045066833496 False 19 14200 10.85 25.12 2235.9338 0.9053099806858822 0.19613260674851968 0.3751287976002903 1.9694428443908691 2480.3315 0.9161303708267974 0.16699287511838878 0.44250228970478245 1.7005749940872192 False 19 14300 9.565 26.04 1963.5408 0.8943136814082974 0.1999233441448829 0.4052974268389623 1.871780276298523 2541.462 0.9105093566187058 0.16128279259190664 0.4586125920187237 1.64898681640625 False 19 14400 9.613 24.79 1993.7239 0.899919256070401 0.19457975552034248 0.401159882732874 1.934834599494934 2556.141 0.9127849470654107 0.16278015321917177 0.4497271425620109 1.7122576236724854 False 19 14500 9.314 25.89 1917.3824 0.8935262344193381 0.20447085519363795 0.426397837066884 1.8793079853057861 2514.4163 0.9094422663528015 0.1661285056683652 0.4792231390159302 1.6526474952697754 False 19 14600 9.625 24.77 1883.4409 0.8895307327490085 0.21452237484966372 0.4245518591760852 1.8559458255767822 2453.8901 0.906948569847946 0.17250524752284957 0.4792015445847437 1.6339573860168457 True 20 14700 10.83 26.85 2130.9934 0.9076447374760527 0.18660836938138908 0.40159741086090645 1.8697187900543213 2598.2075 0.9181195622594261 0.15852276506951954 0.46497801845083186 1.6252188682556152 False 20 14800 9.565 25.89 2021.2771 0.8912619279062904 0.21236713882493383 0.4293044277938113 1.8270635604858398 2452.4795 0.9073158922688523 0.17147757273293968 0.4916289224656636 1.582840085029602 True 20 14900 10.06 25.15 2082.9636 0.9102758628892653 0.1936983270245233 0.41924434795858456 1.984601616859436 2549.7734 0.921853989451326 0.15760621286812276 0.48554807238891273 1.738289713859558 False 20 15000 9.568 26.19 2005.6846 0.902278084072136 0.19605229180234854 0.39111407270437076 1.8821320533752441 2477.569 0.9146341395631133 0.16339796115318223 0.45202912832455394 1.6323521137237549 False 20 15100 9.663 26.92 1930.7084 0.8903366380029847 0.209798417821784 0.42541018112455714 1.8343623876571655 2479.7234 0.9081269523098867 0.16585784305676876 0.4815254944619939 1.6054303646087646 False 20 15200 9.6 25.08 2002.9924 0.8913434481914144 0.2152109195628324 0.42691053176017507 1.8225679397583008 2490.1118 0.9084754842549605 0.17090380205741307 0.48663201119171795 1.5846463441848755 False 20 15300 9.569 25.43 1882.6929 0.887844236569144 0.210121487331794 0.4354909319396681 1.8174784183502197 2463.9006 0.905174509022012 0.16680814354235793 0.4920184097118927 1.5808513164520264 False 20 15400 9.646 24.74 2115.9778 0.8883552833042334 0.21782195694851297 0.4277904584055586 1.8434674739837646 2462.4438 0.9070796099489803 0.17018299009599688 0.4791198083834957 1.6173193454742432 False 21 15500 9.372 25.74 2142.374 0.9076765336536773 0.19780904097708712 0.410581878691152 1.9131628274917603 2600.0461 0.9211292997146349 0.1587700670024527 0.4641218475510353 1.6796506643295288 False 21 15600 9.649 26.93 2119.4016 0.9057632180372895 0.1948955436784325 0.41514214928722687 1.8548365831375122 2701.1936 0.9215186670381004 0.15122629469351342 0.46297248948381736 1.6386147737503052 False 21 15700 9.687 25.22 2209.4478 0.8905407220343879 0.21795195897042188 0.4278063482254095 1.8756402730941772 2455.1765 0.9085004091526062 0.1721943370343109 0.48432076661163853 1.6414598226547241 False 21 15800 9.556 25.65 2483.31 0.9042357653028441 0.18124711074872876 0.38762026338850675 1.8935739994049072 2528.609 0.9173640210363952 0.1487122544294767 0.44121974113282647 1.6646051406860352 False 21 15900 9.557 24.8 2453.0608 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0.8824743674511561 0.2288220091202361 0.43844249867494584 1.817491888999939 2481.2803 0.9039431221962274 0.17529071867358073 0.4878654925235682 1.5962622165679932 False 22 16500 9.549 24.55 2027.7562 0.885395203208788 0.2255131869356075 0.43030418141647514 1.8269145488739014 2468.8413 0.9043249185729512 0.17749815923656415 0.48556204681003057 1.600522518157959 False 22 16600 9.493 24.64 2010.6752 0.8888661679047464 0.22427099000597603 0.4453191821086057 1.8868755102157593 2468.6716 0.9091514553118218 0.17115132747585268 0.49713090786386616 1.652578353881836 False 22 16700 9.512 25.17 1861.6829 0.8814790740262466 0.23402203831455007 0.4516938027136021 1.8183919191360474 2539.174 0.9053258367696327 0.1744673196706057 0.4912888269083741 1.6149693727493286 False 22 16800 9.438 25.53 1919.725 0.8938727747182746 0.23146841275986016 0.4303532221008389 1.8689433336257935 2459.3547 0.9111145278409398 0.18250590534811503 0.4863837122487936 1.6345394849777222 False 23 16900 9.473 27.45 2060.9338 0.8976067113517848 0.22298242881601874 0.4377072233336084 1.8686871528625488 2449.2686 0.9133429635558385 0.17546219045529424 0.4872467913815743 1.6634941101074219 False 23 17000 9.638 25.08 1975.5553 0.8783520332383808 0.24079520367631746 0.4561745791275683 1.7647039890289307 2431.3555 0.9021532819994346 0.17959995111883695 0.5073049937986776 1.5370959043502808 True 23 17100 9.995 24.93 1936.6619 0.8802847958227771 0.2299093610032411 0.46172432210620096 1.802223801612854 2490.9326 0.9037659968068069 0.1706839375478773 0.5008904972993903 1.6100314855575562 False 23 17200 9.48 25.22 1846.1444 0.8801711892554515 0.2410120010680911 0.44659840167010256 1.81853187084198 2379.0366 0.903403344491823 0.18092876607864894 0.5017157812969535 1.5854438543319702 True 23 17300 9.885 24.57 1960.6896 0.8773733845065944 0.23794751181038207 0.44101528492339787 1.8021860122680664 2417.5266 0.9022308966932764 0.17648851499179835 0.4903722087403182 1.571877360343933 False 23 17400 9.512 24.54 2048.7317 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