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 2.095 26.85 126419.44 inf 0.011898224903994713 0.3773065233513471 387.4981689453125 62780.6 inf 0.014090273303822974 0.5000919794926288 385.85052490234375 True 0 100 10.92 28.68 9143.414 0.969894141778506 0.04691913319158216 0.39766897369136245 29.095706939697266 7943.5557 0.9693602154250187 0.048631319411704496 0.4967229213848392 29.436338424682617 True 0 200 10.07 24.71 14450.056 0.9743748994835031 0.02871845771943733 -0.3853339257238497 19.546743392944336 14550.975 0.9751561028097517 0.027942669078089333 -0.4802932665119777 19.80904769897461 False 0 300 10.31 30.08 32128.69 0.9696501205736547 0.039288608559817924 -0.4015303320460896 14.735538482666016 18730.13 0.9679976365020556 0.04345036687399152 -0.4942605377737011 14.942715644836426 False 0 400 10.33 37.47 13286.775 0.9670983923877278 0.045517011408873036 -0.40912780880619637 9.175676345825195 9393.83 0.9652308360952222 0.050026430320874504 -0.5046279118746334 9.358696937561035 True 0 500 12.95 47.89 8337.4 0.9658337107776307 0.04175941293579382 -0.4156236074740436 6.541703224182129 8051.5435 0.9658446005989003 0.04258587080095997 -0.5119505792186803 6.745177745819092 True 0 600 14.0 50.61 8457.956 0.9622601615414164 0.05901385846386488 -0.4456984953742884 5.558708190917969 7149.006 0.9617218994998169 0.06201890516148415 -0.5356442724849624 5.7072882652282715 True 0 700 14.36 52.33 8553.222 0.9669631206074709 0.04302319722349928 -0.41980112736149305 17.58978843688965 8110.041 0.9669277864544693 0.043259508355270246 -0.5183802024733298 17.78833770751953 False 1 800 19.58 51.73 7771.86 0.9621188923472582 0.05594222786084444 -0.44717513148501337 5.712499141693115 7391.979 0.9619684518720755 0.056963763160246116 -0.5421592017346741 5.955484867095947 False 1 900 16.26 53.72 6723.0166 0.9557311071139766 0.07313322685538075 -0.46490428265141903 5.329164981842041 6352.046 0.9551689141251044 0.0755950905558623 -0.5541238161628401 5.501857757568359 True 1 1000 17.69 54.63 7013.9014 0.9577300247070621 0.06877521288065569 -0.4404488818280874 8.870594024658203 6688.792 0.9561760016476024 0.07247892067762417 -0.531543066947537 9.092065811157227 False 1 1100 17.99 53.1 7533.8467 0.9617793310307141 0.049264150157635064 -0.4447956262945383 6.358581066131592 7677.134 0.9623667437447531 0.048264782530265685 -0.5292405889287329 6.573605537414551 False 1 1200 14.49 55.61 6352.5127 0.9504762940144705 0.08796769811772352 -0.27022848419439505 5.088165760040283 6066.679 0.9492785474868534 0.09089052323004611 -0.33088842604130675 5.18356466293335 True 1 1300 15.78 55.99 8206.693 0.9631684158082772 0.04718775131408766 -0.47282171282838625 5.873518466949463 8437.669 0.96397048947043 0.046537910411701876 -0.5537197643449131 6.110968112945557 False 1 1400 16.54 55.68 6834.526 0.9532703971973595 0.08039374129242778 -0.47281260342437836 5.259633541107178 6106.623 0.952865351586847 0.08176448878583124 -0.5497098502356921 5.403742790222168 False 2 1500 16.77 53.46 6298.34 0.9466465558759639 0.08707481154349714 -0.3193645244399802 5.5220746994018555 5743.7124 0.9460090090814826 0.08816336479984148 -0.3859631895337029 5.650286674499512 True 2 1600 17.09 52.83 6398.176 0.9496491737652194 0.07936343974294281 0.33176350696476625 4.319712162017822 6125.659 0.9501222336954629 0.07753359219760123 0.42461226878186736 4.155002593994141 False 2 1700 18.6 56.7 6326.5933 0.949972103801978 0.08208623372287134 0.07026593172426927 4.73256778717041 6169.4453 0.9502967782265406 0.08107908789310118 0.14373427391366528 4.691495895385742 False 2 1800 17.06 56.52 6203.038 0.9481635985017368 0.10094863850975258 0.2505012568856988 4.5377116203308105 5721.608 0.9479983480732774 0.10061965997079479 0.3592247621427884 4.401895046234131 True 2 1900 18.06 55.11 6275.2915 0.946287535626653 0.09415977677777322 0.3494580802539643 4.217590808868408 5695.0938 0.9462563468006795 0.09460483672583174 0.4444485141533528 4.025925159454346 True 2 2000 16.42 54.76 5997.033 0.9413953170846011 0.1030530288874891 0.3454402020029297 4.1924967765808105 5580.497 0.9417842416668266 0.10115285758147963 0.4475464474296947 3.932511329650879 True 2 2100 16.9 53.9 6175.326 0.9453208111056859 0.10739390838572294 0.309414482661486 4.329844951629639 5655.2 0.9449685041550874 0.10620175120845829 0.4166989429683319 4.167346477508545 False 3 2200 15.97 55.85 6534.5005 0.950798588071565 0.07878889739154372 0.3558621856568583 4.48406457901001 6147.761 0.9510957766790437 0.07792310728648348 0.4512851135265843 4.378695487976074 False 3 2300 15.18 56.75 6388.603 0.9446372781739534 0.09778318868333488 0.3608564728564925 4.47479248046875 5682.9175 0.9445797647182821 0.09512796538116922 0.4607361453581913 4.35427188873291 False 3 2400 16.3 53.63 5783.0054 0.939414389494601 0.1102551117772131 0.3321070871137847 4.364515781402588 5416.407 0.9394303938567541 0.1090313104111094 0.44264953289369446 4.247709274291992 True 3 2500 18.02 54.4 5483.6577 0.9470632695075456 0.09207193926365298 0.3405979333292357 4.343689441680908 5843.7183 0.9476899682645472 0.09041035068624706 0.4524712700629765 4.2029008865356445 False 3 2600 16.71 54.47 5588.8315 0.9482469263522217 0.09256949096770775 0.34571308393758854 4.240063190460205 5722.498 0.9486764750830369 0.09107745777883461 0.44628933343774874 4.066830158233643 False 3 2700 15.46 55.99 5410.8477 0.9464753448022195 0.11675754582037899 0.3416836668944479 5.4440507888793945 5671.5415 0.9469194580071397 0.11389839996139116 0.4483665939682341 5.463120937347412 False 3 2800 27.33 70.12 5420.535 0.9399220967341898 0.10788297357225046 0.2399820759631747 4.646341323852539 5466.8647 0.9398639368102649 0.10760390086827934 0.3427125069700768 4.603762626647949 False 4 2900 30.56 70.18 6061.9844 0.9485915542085016 0.07613775726344213 0.3320127670080025 4.455098628997803 6562.936 0.9502663280649445 0.0718671467353611 0.4335235322733903 4.022265434265137 False 4 3000 30.47 93.01 5007.318 0.932228533640996 0.11912690587140207 0.33509573150373523 4.253827095031738 5181.984 0.9334621384604815 0.11386587284178482 0.43948036406441277 3.970353364944458 True 4 3100 43.82 133.4 4926.408 0.9330723812348128 0.1250376589083765 0.346354089547973 4.937938690185547 5249.6025 0.9345680148658505 0.11863290191960436 0.44873627790981935 4.337932586669922 False 4 3200 56.81 133.9 5113.318 0.9411937348675037 0.09783472478977105 0.3775029808421052 4.072749137878418 5772.212 0.9439028810373234 0.0912934546629331 0.4771279379318945 3.7913730144500732 False 4 3300 59.46 134.5 4492.0845 0.9267543451063652 0.1365737536359359 0.3836490861720803 4.2041239738464355 4988.902 0.9292357087904614 0.1297765347018332 0.48011283987898606 3.7331902980804443 True 4 3400 59.82 149.5 4330.9585 0.921918681341454 0.1421729731120873 0.39487868206837745 4.026782512664795 4873.1733 0.9249884938768095 0.1342605087189097 0.48524780690292124 3.6630353927612305 True 4 3500 59.86 144.2 5800.2837 0.9325083490217279 0.11630637883788726 0.373754107364634 4.091363430023193 5293.035 0.9351681406923138 0.10949007614008312 0.476257054371268 3.8235764503479004 False 5 3600 59.4 141.4 6752.1475 0.9266567134123465 0.1336579363600136 0.40618747531772514 4.005277156829834 4965.4087 0.9287459551589464 0.12601283138772634 0.4976368669069895 3.6808178424835205 False 5 3700 59.45 140.9 5887.6133 0.9380363150908745 0.11267412013618143 0.3768060968350258 4.180081367492676 5521.5317 0.9385166794944733 0.10913016271806095 0.4736857214818858 4.002287864685059 False 5 3800 59.45 143.0 4548.464 0.9315680395235558 0.13714090388283182 0.4040115553581453 4.155261993408203 5171.7114 0.9331014573989337 0.13109232626964537 0.49805414275188875 3.7155961990356445 False 5 3900 59.48 142.0 4490.9746 0.929567866614244 0.12931840149330495 0.4051458057730291 3.9922633171081543 4977.868 0.9311904872109426 0.1230523770196503 0.49061730540836 3.7507853507995605 False 5 4000 59.46 145.3 4218.927 0.9213694997773936 0.1425636354357025 0.4158357673115358 3.9314393997192383 4819.3574 0.9251535443897014 0.13133200301922562 0.5035356010888142 3.5800580978393555 True 5 4100 59.92 154.3 4723.224 0.9159400299617368 0.15115043467581035 0.43531200386490054 3.968510389328003 4639.4385 0.9207387781770131 0.1378142629593697 0.5180981720889969 3.5549702644348145 True 5 4200 59.95 148.0 4372.064 0.9214350605713835 0.14854108374609842 0.43074213493342944 3.865910768508911 4776.5723 0.9258984682861748 0.13576025880918347 0.5188457844699618 3.5668177604675293 False 6 4300 59.42 140.8 4520.214 0.927512351173732 0.1449997627646933 0.3902980412180435 4.317714691162109 4918.477 0.930430020177769 0.13485787371576402 0.48875234186656363 4.199382781982422 False 6 4400 59.43 141.3 4619.235 0.9243190750661852 0.14543008359834883 0.41822387719773474 3.9915173053741455 4799.732 0.9280349790444277 0.1335496623074975 0.5063692677245566 3.616745710372925 False 6 4500 59.46 143.9 4374.9673 0.9242551190771316 0.1488927975077672 0.4415516396029051 4.748814105987549 4909.67 0.9278372360846583 0.1372244815717751 0.5190245796763776 4.674404144287109 False 6 4600 59.03 151.2 4713.0664 0.9134300151368476 0.161726949085735 0.4480918835450273 3.8229472637176514 4595.69 0.9195341550063076 0.14438349793557806 0.5290803909126414 3.5714309215545654 True 6 4700 59.95 153.3 4021.974 0.9244236591397752 0.1455848759444511 0.438092307678322 3.8563473224639893 4917.3086 0.9301868437585814 0.12948175249216456 0.5270776599711886 3.5822925567626953 False 6 4800 59.47 148.8 4016.8313 0.9163509312403931 0.14861464249326684 0.44220291454036165 4.008602619171143 4737.089 0.922700380189713 0.13317574823725845 0.5305178628640659 3.8125991821289062 False 6 4900 59.37 94.72 3726.707 0.9146097385334601 0.1577117691373724 0.47583179656674773 3.92080020904541 4614.3545 0.9218898953986707 0.1389100920121611 0.5537802328940264 3.7478015422821045 False 7 5000 30.38 70.59 4014.4087 0.912909289625251 0.16486631892480094 0.44647415606729723 3.877687454223633 4657.267 0.9186602386396437 0.1488301693063124 0.5291845395934727 3.6481428146362305 False 7 5100 30.47 69.44 3883.7852 0.9099041229913593 0.17030864250414435 0.4486501868285621 3.8572866916656494 4491.4443 0.9172634059416325 0.1510217629686372 0.5296810649710743 3.623713254928589 True 7 5200 22.53 56.68 3819.0466 0.9074920105762545 0.1682217309721475 0.4650479574859429 3.735496759414673 4516.4497 0.9154199402583187 0.14987885740716858 0.5432656308436197 3.3823139667510986 False 7 5300 16.68 52.1 4407.9565 0.9084917384127946 0.17597645305049356 0.46985827241807654 3.7269065380096436 4422.2324 0.9161494733577009 0.15606628596452493 0.5426532777142022 3.4902803897857666 True 7 5400 14.81 50.25 5645.362 0.9332319493905522 0.10758291321370508 0.4420206031481985 3.8865928649902344 5866.974 0.9393888260791504 0.09234021927863281 0.5281872749496729 3.6510634422302246 False 7 5500 16.45 53.46 4222.6084 0.9080834126852628 0.16956213912245116 0.4607318706675161 3.736999988555908 4486.247 0.9163106369348345 0.14981683971278006 0.5440222378877972 3.4108622074127197 False 7 5600 13.77 55.69 4114.2183 0.9181889000512193 0.17791936148147394 0.47137868267543076 5.3912482261657715 4571.9595 0.9243163118291878 0.15797127778328413 0.5494939039347422 5.4008259773254395 False 8 5700 13.74 49.5 3966.0557 0.9043461679411549 0.17311321368865615 0.47016477941856644 4.064884662628174 4459.7866 0.9135965918513975 0.15006070350982526 0.5473984510549389 3.562325954437256 False 8 5800 16.23 51.63 3828.412 0.9010987486021095 0.18210946633023828 0.4846966242640601 3.7868564128875732 4368.865 0.9111167127571284 0.15817172612062166 0.5605071678332292 3.3762991428375244 True 8 5900 15.37 59.39 3951.735 0.9079680062691597 0.18415842287654588 0.48277014142534425 3.643399238586426 4326.335 0.9163778714263732 0.16140239757620142 0.5568210522531083 3.357482433319092 True 8 6000 13.13 53.2 3871.2449 0.9024723762461185 0.18750417574946693 0.4996195750305856 3.5683765411376953 4321.519 0.9138456297026102 0.15909645411118273 0.568340721286798 3.265366792678833 True 8 6100 15.26 49.37 3797.4307 0.9100754441494343 0.17458849819042807 0.5018323603396888 3.616896390914917 4460.7188 0.9201019299792846 0.14954906511812757 0.5758735103489332 3.2973790168762207 False 8 6200 15.8 52.85 3865.249 0.9055859288023269 0.17029664972605024 0.4826755971118142 3.93139386177063 4513.361 0.9169519190506666 0.1421825671749931 0.5586788960513187 3.4640064239501953 False 8 6300 13.8 51.21 3664.6257 0.9057780693622183 0.18728816141570592 0.49467020786127464 3.5879809856414795 4380.8184 0.9158604731337014 0.15921523246298083 0.5703128636803825 3.2688794136047363 False 9 6400 14.68 51.1 3568.7493 0.9000770082915561 0.18904828716461183 0.4946299868160659 3.8048439025878906 4229.255 0.9116258359631964 0.15930905733368836 0.5632178233073843 3.3615448474884033 True 9 6500 14.59 49.4 3532.642 0.8975527855014208 0.19001706989111364 0.5103116392904556 3.5249178409576416 4208.946 0.9106995420605017 0.15820276705095926 0.5754127846734567 3.2255334854125977 True 9 6600 17.01 51.62 3289.439 0.8933534923963724 0.19673080956875078 0.5149117083614251 3.5048210620880127 4227.645 0.9082254174098726 0.16311182979178115 0.5762644729895224 3.2690513134002686 False 9 6700 13.38 55.42 3474.4016 0.8886378309065731 0.19919385777873114 0.5198685938850516 3.516950845718384 4206.591 0.9049726315562271 0.1629375748394752 0.5841130102180258 3.1886844635009766 True 9 6800 17.31 55.87 3701.023 0.9070873929705706 0.17756926487112154 0.5030985363292418 4.5563578605651855 4650.9897 0.9187212445926167 0.1472672160924228 0.5728519762632627 4.495612144470215 False 9 6900 16.01 49.63 3861.7898 0.8932447904595168 0.19608477403597643 0.5186561362050908 3.4951493740081787 4266.561 0.9085217144026094 0.1594686037890003 0.577558581582313 3.27573299407959 False 9 7000 11.45 55.78 3659.2585 0.9050257969200999 0.16982740718754588 0.5033592098986847 3.622701644897461 4654.0723 0.9166370184316346 0.13951768455488925 0.5700731368273262 3.420736312866211 False 10 7100 12.72 46.19 3628.7546 0.8970771850934951 0.19949972084669418 0.5108602729778045 3.5839898586273193 4359.1724 0.9112550090996507 0.1634379200943982 0.5761418735394168 3.372886896133423 False 10 7200 14.17 52.1 3381.2607 0.8908875648623558 0.20316961091795277 0.5153916249073385 3.514707088470459 4256.9614 0.9075467624704319 0.16357373149366733 0.5832457557869493 3.2564733028411865 False 10 7300 16.64 49.82 3244.6406 0.8962766381695301 0.20297842583967945 0.5205294477874176 3.496217966079712 4281.8765 0.9114965303229718 0.1649763206305116 0.5812012033799259 3.2750165462493896 False 10 7400 12.81 47.89 3159.6018 0.889659888683895 0.21030105203778932 0.5259965754254647 3.47298002243042 4174.7563 0.9064468222623118 0.16911851000876355 0.5850827086704949 3.236815929412842 True 10 7500 14.88 50.61 3534.0627 0.8963188771065724 0.2031850914678454 0.5028477554798843 4.034675121307373 4359.411 0.9111260386562979 0.16489185776620063 0.5698543336932685 3.5725514888763428 False 10 7600 12.92 50.79 3283.5894 0.8886971664217933 0.20477562038127126 0.5100050330378318 3.594646692276001 4219.423 0.9061395502722676 0.1644558759450087 0.5771201740811036 3.376953363418579 False 10 7700 16.03 52.16 3348.2236 0.8944811159656687 0.20270944298709087 0.5245994136585582 3.4477756023406982 4236.853 0.9098598421862204 0.1644102914373531 0.5881885814855187 3.1828012466430664 False 11 7800 15.07 49.63 3078.6982 0.8952674925120402 0.21005575273643962 0.5338337764170704 3.7047910690307617 4271.297 0.9112544088682332 0.17039531393129995 0.5945849632027606 3.5604019165039062 False 11 7900 16.88 48.22 3303.4436 0.8827277417102164 0.2153167754764847 0.5416028224522899 3.395758628845215 4132.753 0.9029649804773867 0.1701554651703141 0.5999207412409663 3.1157402992248535 True 11 8000 15.49 49.05 3205.1125 0.8815164943511506 0.22001176918150586 0.5447626994375562 3.3787105083465576 4113.1943 0.9023613276799727 0.17350338733433843 0.5977421161907625 3.1198999881744385 True 11 8100 15.14 49.04 3098.0044 0.8766001968047701 0.2335322562148385 0.5463957301491147 3.3320810794830322 4015.849 0.8995608856458709 0.18064951828558007 0.6019185490635981 3.076601982116699 True 11 8200 15.73 49.17 3156.396 0.8819934306614436 0.21493771955587157 0.5395665317134829 3.625410318374634 4246.5483 0.903503827996076 0.16307750635954066 0.5944010023617398 3.271230936050415 False 11 8300 15.91 46.35 3201.4937 0.8849718435708465 0.20978921683401017 0.5361975256472307 3.4744701385498047 4196.857 0.9036569590385225 0.16426279184221043 0.5938345982600713 3.1753616333007812 False 11 8400 14.82 52.93 3602.136 0.8896047261802794 0.2174962702126383 0.5380631370812528 3.4878993034362793 4163.214 0.9078003542175749 0.17110004519489902 0.5989634606297461 3.148806095123291 False 12 8500 13.88 51.03 3581.7046 0.8821438744676184 0.2161896174166525 0.5324110084964397 3.4009876251220703 4155.6597 0.9016154691276421 0.17014017679891705 0.5975531147728885 3.1083974838256836 False 12 8600 15.41 50.51 3450.9902 0.8851280879470586 0.21185376196473085 0.5394532371246321 3.3977863788604736 4200.268 0.905333815209327 0.1651277445872921 0.5985752347425206 3.1629998683929443 False 12 8700 14.78 50.73 3108.5698 0.8779623599605587 0.2283724891073073 0.5487722270661913 3.3968191146850586 4081.5806 0.900731388611871 0.1765680670895288 0.6040763038047785 3.2007293701171875 False 12 8800 16.09 50.83 3040.3215 0.8798160510196463 0.22876125847082981 0.54381988377781 3.445728063583374 4084.0796 0.9026476173460225 0.17672620048933538 0.595915365116937 3.2794620990753174 False 12 8900 16.32 56.9 3000.6682 0.8882570516075796 0.22104192140106052 0.55963973698618 3.472808599472046 4225.3774 0.9080443048496206 0.17067978706340733 0.6120189457002434 3.3313024044036865 False 12 9000 11.82 45.92 3453.47 0.8941175030530991 0.1943637876523857 0.5532607398879076 3.3314831256866455 4602.2964 0.9152666230500976 0.1449403467102111 0.6060327475011879 3.1186444759368896 False 12 9100 15.81 51.2 2925.069 0.8799457828357146 0.22874895020543304 0.5534233718550076 3.369225025177002 4081.1716 0.9029277018308324 0.17396557149534364 0.6080174188227038 3.067620038986206 False 13 9200 14.53 49.82 2959.5718 0.8778587503240655 0.24022351234474526 0.55694252449088 3.41678786277771 4074.02 0.9020912127083587 0.18198460445338496 0.6091853936637686 3.2585041522979736 False 13 9300 17.4 49.83 2908.532 0.8746725810067516 0.2324455311908189 0.5576200822802718 3.2923476696014404 4083.857 0.8994485732918368 0.176612195157406 0.613598929599182 3.0254485607147217 False 13 9400 16.3 50.32 3037.6357 0.8907960096256158 0.2259865719160361 0.5483908790749453 3.413043737411499 4219.6494 0.910482494017771 0.17311698687699084 0.6089339929400589 3.0798697471618652 False 13 9500 15.0 51.72 3110.6982 0.894122556608275 0.21240977879638145 0.5235846048089117 3.4693093299865723 4204.7144 0.9104328850515674 0.16894616796922496 0.5916111389108111 3.209170341491699 False 13 9600 16.07 51.27 3088.119 0.8854741634871808 0.21433501335684774 0.5289756974419844 3.5444862842559814 4223.238 0.9083021662458083 0.16090045149306367 0.5904852423954217 3.351417303085327 False 13 9700 15.09 50.21 2990.7998 0.8769235234284564 0.23442907344952502 0.5473464766974082 3.3910365104675293 4111.197 0.902218075197968 0.17563424717762105 0.6089707087652673 3.1272599697113037 False 13 9800 14.71 51.44 2796.1787 0.8787081322112914 0.22844979625884834 0.5480367681892949 3.4684224128723145 4150.0596 0.9035651151940084 0.16994160028944008 0.6072301753901165 3.2923994064331055 False 14 9900 15.24 51.74 2636.2441 0.8756381302742021 0.24090362198838303 0.5475545999382176 3.3254141807556152 4041.7083 0.901776000031759 0.18108379572967936 0.604871708775644 3.046684980392456 False 14 10000 14.65 50.2 2914.7449 0.8708127356799759 0.2381184006993589 0.5614968329359838 3.322125196456909 4067.1382 0.8978009543291186 0.17681593431491255 0.6122670590760341 3.131615161895752 False 14 10100 15.63 47.94 3037.5317 0.8681997550312258 0.2440756766633719 0.5574487799856507 3.278066396713257 3981.0933 0.8965961478674971 0.1797177765186229 0.6119446907877278 3.0332956314086914 True 14 10200 15.98 50.67 2621.8489 0.8734879504926154 0.2502270669857687 0.5600898294654386 3.5155301094055176 4066.238 0.9014202484303145 0.18415692004926193 0.6168082490539545 3.3720357418060303 False 14 10300 14.63 52.23 2655.2466 0.8743268943445232 0.2427756492371599 0.5729685748317975 3.258023977279663 4032.2004 0.9020736318217091 0.1788315506137638 0.62040488993282 3.063417673110962 False 14 10400 15.86 58.24 2776.8972 0.8787079264244169 0.2502809987096115 0.5570071110865826 3.431779146194458 4107.401 0.9048381169257618 0.18497820882587007 0.6122593353073372 3.2669835090637207 False 14 10500 12.68 50.2 2424.107 0.8664525201148623 0.25530401126475255 0.5593465705163025 3.2716622352600098 3982.773 0.8976137027834379 0.18437087613339823 0.6104014946932783 3.005194664001465 True 15 10600 15.69 52.41 2507.3691 0.8638271711285785 0.2573058235334981 0.563398076051092 3.2618727684020996 3904.0579 0.8963182302061516 0.1845882336100838 0.6117125552628458 3.0009984970092773 True 15 10700 15.2 49.54 2606.098 0.8743226779027392 0.250314188255999 0.5496272868549741 3.3746109008789062 3997.325 0.9023432915828138 0.18233427101198244 0.602440599247032 3.059612274169922 False 15 10800 15.72 49.34 2516.1504 0.8761049421323528 0.247019326299646 0.5618333102290286 3.2746176719665527 4085.302 0.9035651904231863 0.18038124766320207 0.6131801935628969 3.058946132659912 False 15 10900 13.84 49.78 2401.4087 0.8618240568874086 0.25712734321803804 0.5772576311147398 3.247427225112915 4034.909 0.8961894223015917 0.18106589844928186 0.621871803834266 2.996032238006592 False 15 11000 15.9 50.78 2473.5366 0.8666884967100993 0.2544904342620895 0.5662944499599406 3.2359561920166016 4017.2205 0.8991370605386622 0.18013709405556544 0.6181109723436244 2.9541778564453125 False 15 11100 15.51 50.52 2545.856 0.8722734019898244 0.251896917578941 0.5572411125772775 3.3059332370758057 4060.825 0.8998568303778894 0.18447914004845162 0.6140262587720419 3.081695318222046 False 15 11200 13.13 54.64 2931.3804 0.8798680809562195 0.2280535689553793 0.5717261660770538 3.389112710952759 4479.223 0.9113084821173387 0.1547751101046001 0.6208972390838584 3.083444833755493 False 16 11300 13.92 54.94 2454.4214 0.8617440987037512 0.2639732283557203 0.5723748238281565 3.3011555671691895 3965.793 0.8957383762274307 0.18656289099311762 0.6164590877682781 3.026742696762085 False 16 11400 14.17 53.93 2432.232 0.8640932330479685 0.2639806497172481 0.5777724644807244 3.182906150817871 4048.469 0.8995006835595687 0.18452347976383274 0.6241257082855728 2.9566502571105957 False 16 11500 13.05 55.06 2646.1367 0.8702752584596091 0.25284745236985684 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0.5846799798918575 3.1638994216918945 3969.4646 0.9005414527574532 0.1814732050760345 0.6277033326684189 2.9784302711486816 False 18 13100 15.31 53.71 2410.5593 0.8589757581529938 0.27637756000897257 0.575681312133393 3.219027519226074 3943.6533 0.8979196194090923 0.18440744884068547 0.6196871010322955 3.0569355487823486 False 18 13200 15.85 56.62 2364.368 0.8648095219555222 0.2661236738024766 0.5808957368349105 3.5610709190368652 4123.129 0.9025865276960697 0.1771426484699475 0.626176266887345 3.2442336082458496 False 18 13300 16.77 53.64 2583.7046 0.8611282865006279 0.2648959840521187 0.5784871717070382 3.2270243167877197 3936.0203 0.8990109018943345 0.1777692861272848 0.6210636163149617 3.010345935821533 False 19 13400 15.35 52.17 2436.8098 0.8611774605734579 0.2626851633766906 0.5794657433752008 3.1947021484375 4039.003 0.9009599020943507 0.17248695906194594 0.6242266321977343 2.9245450496673584 False 19 13500 15.94 57.36 2313.3323 0.8595878789410748 0.27643013688553036 0.5762528857908318 3.1725564002990723 3857.0876 0.8970811238423989 0.1888500550332981 0.6171166628231312 2.9912636280059814 True 19 13600 16.28 57.29 2314.4438 0.855380428195115 0.2809656904495229 0.578688376978409 3.2394046783447266 3978.989 0.8961745083235463 0.18757063289344883 0.6204031521262356 3.1011464595794678 False 19 13700 13.9 52.19 2476.9102 0.8512343737990913 0.2824336838305935 0.5897219177535589 3.3144707679748535 3886.7126 0.8944930284844532 0.18611349895914903 0.6253950187764977 3.233459949493408 False 19 13800 17.29 55.67 2303.4075 0.8508520986227406 0.2880330532823976 0.5860285784462689 3.1160898208618164 3916.5898 0.8951453491514905 0.18868416347143757 0.6253875697627005 2.9313347339630127 False 19 13900 15.45 50.41 2258.997 0.8557490186125357 0.2792022059917792 0.5861368460800261 3.1281983852386475 3887.799 0.8974280502266497 0.18482219922865398 0.6267998542941307 2.9505574703216553 False 19 14000 14.67 52.85 2184.7493 0.856715530357281 0.28977024758625625 0.5908504382844582 3.179154634475708 3927.9507 0.8976567575596784 0.1926973379321394 0.6302386747645872 3.0457239151000977 False 20 14100 14.36 52.28 2189.8577 0.8567167633904488 0.28346307051258757 0.5884529912557501 3.1696507930755615 3950.1907 0.8966320140302364 0.18913602512562025 0.6270529477680935 2.935002088546753 False 20 14200 14.43 52.81 2313.0842 0.8486758359848339 0.2882744262041168 0.591803981348631 3.1593635082244873 3943.2627 0.8936222241814745 0.18800913131145477 0.6252658373628014 2.9515163898468018 False 20 14300 13.97 54.31 2241.2156 0.848757638262932 0.29302259017089294 0.5970440402941559 3.255901575088501 3858.552 0.8939115531262344 0.1906027267470388 0.6354905076266253 3.002336025238037 False 20 14400 15.97 52.0 2339.6392 0.8467846245110879 0.29194450353949686 0.5894096921913399 3.155256748199463 3833.2954 0.8920316464573583 0.19048472017065138 0.6286210940076332 2.9395463466644287 True 20 14500 16.65 51.33 2878.461 0.8438965521880077 0.2959448978745551 0.5997979912824057 3.076662540435791 3805.0847 0.8911393361325862 0.18963931523662286 0.6336692470202111 2.894165277481079 True 20 14600 15.75 53.3 3037.5337 0.8594833354896687 0.2700982546454724 0.5804531007952517 3.339898109436035 3951.099 0.8967914799861547 0.1817681825199328 0.6210439344247999 3.079503059387207 False 20 14700 16.77 55.99 2734.0195 0.8517170464905613 0.28489235440052285 0.5860455603847239 3.1534974575042725 3912.8958 0.8946443282365464 0.18759806950455207 0.623401415740763 2.959498882293701 False 21 14800 15.79 50.36 2703.4165 0.8491338033879429 0.26525386527525185 0.5732604893013561 3.4004812240600586 4121.0083 0.8921038696779647 0.17426038345202136 0.6200626348213403 3.0688419342041016 False 21 14900 15.38 56.67 2638.44 0.868887534669323 0.2520287340090775 0.5753486456991593 3.5643622875213623 4146.9287 0.9031403849305255 0.16959907571714652 0.6232593769159239 3.196577310562134 False 21 15000 13.77 52.89 2359.0652 0.8484002383224238 0.2834972441042726 0.588905701778393 3.1274750232696533 3902.6704 0.8926464203340098 0.18672133119945236 0.627125656933776 2.965045213699341 False 21 15100 15.48 53.6 2137.4817 0.8494198082832732 0.2867005747465808 0.5841012620437122 3.21112322807312 3906.0796 0.8948119618325507 0.18685741318602261 0.6255466972937195 2.9392902851104736 False 21 15200 17.26 56.52 2125.3452 0.8455998708229645 0.2932036894396132 0.596756797057586 3.1547348499298096 3884.8394 0.8923209232348988 0.1907705808275398 0.634756629373117 2.94126033782959 False 21 15300 14.69 56.95 2020.5027 0.8479347754834475 0.2981312831749462 0.596718693894784 3.200505256652832 3898.8809 0.8951105756352877 0.19109269138294238 0.6316880643615181 3.1068146228790283 False 21 15400 14.09 52.21 2206.2434 0.8360505717613276 0.3015562281279388 0.5937697158212469 3.1157186031341553 3856.7087 0.8873650470786767 0.19193130221984475 0.6301647235094333 2.890697479248047 False 22 15500 16.43 55.93 2103.7036 0.8498909979639336 0.2956928610676196 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