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 16.76 102.0 127890.52 0.9741091769069804 0.012413915113753626 0.3229385781022013 377.5068664550781 36452.746 0.9763248957708853 0.007033395227648474 0.4188373632339832 379.36236572265625 True 0 100 29.94 86.53 8076.309 0.9716048081744458 0.01988711597200449 0.012641774959885124 23.736371994018555 4404.9033 0.9712455000340232 0.02495198495817671 -0.0017790478162792469 22.876754760742188 True 0 200 29.92 86.24 7152.0767 0.9674925641378154 0.03578345597509492 -0.3028514016370083 6.425347805023193 4014.9023 0.9691915988088754 0.032457204375152406 -0.3995312016708832 5.978832244873047 True 0 300 29.63 88.89 9901.245 0.9753514785583585 0.01599209343369572 -0.33829047642808524 9.882259368896484 5876.0737 0.9741258443929107 0.020934560837402267 -0.43801114168847144 9.239168167114258 False 0 400 29.25 87.89 14088.876 0.9708188193794883 0.02709211684902069 -0.30320495044237067 15.525141716003418 6139.46 0.9733459881884721 0.021750981605579308 -0.3967682788102835 14.71623706817627 False 0 500 29.24 88.6 6645.794 0.9674289304728075 0.038968988324581726 -0.31897708713581535 3.9565227031707764 3985.785 0.9674845033768072 0.041656299467138835 -0.41751681277270336 3.7810678482055664 True 0 600 29.57 86.26 7047.179 0.9674362289871558 0.04017961857491691 0.012697632072055749 8.08209228515625 3924.24 0.9692693360534693 0.03550456578449292 -0.014503260258927264 7.563333511352539 False 0 700 28.8 84.7 6814.7495 0.9628125045729123 0.054841578195869316 -0.31458752153689157 3.9108564853668213 3740.1047 0.9634470321948635 0.05473094098436664 -0.41197700231450907 3.790745496749878 True 1 800 39.47 84.55 7154.0615 0.9608542935894752 0.06394681900668515 -0.31691169759829 3.3248367309570312 3601.0137 0.9615641008688536 0.06272425757120921 -0.41154066463762834 3.2290422916412354 True 1 900 29.41 87.12 7459.948 0.9595883368721443 0.05594558818987498 -0.25343757406471656 3.266937732696533 3729.426 0.9612513894981437 0.05250554590053878 -0.33845397949975914 3.113551616668701 False 1 1000 29.27 86.01 7426.3213 0.9622634390463266 0.06374518535996687 0.220727408444131 3.1426167488098145 3606.3936 0.9624018563019695 0.06576433178361615 0.2742830945603753 2.9227664470672607 True 1 1100 29.01 85.61 6752.7095 0.9642839957050542 0.04879161921924617 -0.08308238076406588 3.7859811782836914 3799.2542 0.9649258790350649 0.04851726226097197 -0.1254491411141247 3.5126869678497314 False 1 1200 28.56 86.34 6413.53 0.9640022717065347 0.052832079697380435 0.20224336345621882 6.093868732452393 3742.3523 0.9661069048236454 0.04694193829617457 0.2640616206583335 5.67341947555542 False 1 1300 28.52 85.45 6205.5864 0.9594272929627424 0.06787068909228919 0.16274462316815322 3.2685959339141846 3548.1533 0.9601594943886897 0.06793278612430942 0.23755038209644175 3.1198155879974365 True 1 1400 29.14 87.25 6746.7075 0.9620468550643552 0.05292461870832649 0.2682989034609749 5.6496477127075195 3934.6787 0.9647427202203299 0.04692250028301215 0.3441497771824394 5.241107940673828 False 2 1500 28.6 85.31 6598.96 0.9615687723589583 0.05758461332353068 0.20396480880597506 3.019364833831787 3623.7388 0.9614860386274041 0.05973041661253997 0.2987019959811175 2.803903341293335 False 2 1600 28.99 86.88 5897.7495 0.9568473501783423 0.060022046694374935 0.17191804254558968 3.042231321334839 3556.9434 0.9593799149050062 0.05454146208871793 0.25833902563747474 2.8162386417388916 True 2 1700 30.4 84.97 6326.7554 0.9626671249480125 0.05022446857366166 0.20979877421340853 3.0241339206695557 3737.9832 0.9622228727075806 0.05256534441582234 0.2783509880919547 2.8365094661712646 False 2 1800 28.81 86.95 6202.6426 0.9631317115519366 0.04366013201106901 0.3063868598711674 2.9367823600769043 3789.3743 0.9633887103178563 0.0432000927689576 0.3978586712636196 2.6741151809692383 False 2 1900 28.95 87.07 6576.465 0.952219031690845 0.07408685372005884 0.27786381353106765 2.9417471885681152 3342.8833 0.9545597357816478 0.06993688966122752 0.3759556264075124 2.6802682876586914 True 2 2000 29.12 84.52 6828.4683 0.9567246438740781 0.056213420073192764 0.24325108629850054 3.051424741744995 4077.865 0.9597624258919909 0.0511295556163278 0.31520950969093603 2.8652427196502686 False 2 2100 29.1 84.76 5720.162 0.9605547029994479 0.05410946346813952 0.19849239760781803 3.13216495513916 3650.6836 0.9606331364636099 0.05482990056990081 0.26174999138590943 2.89253830909729 False 3 2200 29.25 83.77 5047.9434 0.9484041567246796 0.08062175590026148 0.2931212426230635 2.864936113357544 3251.426 0.951591022825678 0.07339255963615832 0.3837379177953841 2.5825870037078857 True 3 2300 29.23 83.73 5254.765 0.956512005622761 0.07473342258413741 0.28152275752126027 3.203054666519165 3400.8127 0.9577537158994441 0.0729819289933183 0.3741796468820535 2.896528959274292 False 3 2400 28.82 84.02 5309.1167 0.9559094227281061 0.06822665993230627 0.3036271888975441 3.4338366985321045 3432.127 0.9564488478295154 0.06891216138058022 0.4004032533898547 3.1028292179107666 False 3 2500 28.96 89.27 5762.6323 0.949089815091355 0.08956279389703423 0.3167399344033084 2.8377180099487305 3141.0718 0.9508116458858581 0.08664751507458798 0.413846641689758 2.456570863723755 True 3 2600 29.68 84.58 5910.453 0.9481869101145511 0.08710066654890607 0.30953277458774603 2.8254551887512207 3092.7769 0.9496474412685287 0.08567445441043554 0.3991039358118829 2.51882266998291 True 3 2700 29.39 83.99 6244.3584 0.9481698928333487 0.07531987876649753 0.32549553009140736 3.0290465354919434 3362.9463 0.9518060199433176 0.06815805705474452 0.4181073998243561 2.6787657737731934 False 3 2800 28.62 84.85 5464.6084 0.951405677670849 0.09638352658871721 0.3196172712041209 4.330558776855469 3175.736 0.9540927322307733 0.08743738919727363 0.41289168691145045 3.986894369125366 False 4 2900 29.13 83.86 4778.306 0.9438171459988081 0.10746159876102206 0.27353689913747536 2.94899320602417 3038.8958 0.946955365158428 0.09863958303869945 0.36378058527268164 2.6511733531951904 True 4 3000 29.57 84.19 6101.32 0.9425265437843298 0.09359032129583116 0.33372064256297457 2.79791259765625 3065.6965 0.9466828822808032 0.08375226729535575 0.42578044097894135 2.4293081760406494 False 4 3100 29.23 85.1 6177.2915 0.9398057268142005 0.10220233143703232 0.32574887478730524 2.8006131649017334 2938.4417 0.9419538851022763 0.09818115109660783 0.4154117369374067 2.457855701446533 True 4 3200 29.47 86.78 5888.7026 0.9531087094934179 0.07482820581379242 0.15453568030506337 3.0471832752227783 3365.7424 0.9540027804336894 0.07386203379300918 0.24383181221517228 2.8110036849975586 False 4 3300 29.07 86.11 5487.4473 0.946388413299434 0.09288128729414975 0.33792538806376626 2.785163402557373 3014.226 0.9485027989052405 0.08893684748145159 0.42773505943504053 2.4277498722076416 False 4 3400 29.07 86.62 5281.8193 0.9484413159574232 0.08990027545746594 0.32881901321746804 2.7998454570770264 3076.8157 0.9498880998972064 0.08735096001805036 0.41983469948341623 2.454185724258423 False 4 3500 29.21 86.27 5600.023 0.9399690764491022 0.10098949307121761 0.34159799169016003 2.7625551223754883 2930.0432 0.9430901671005313 0.09408682295837076 0.42835122932374503 2.4234509468078613 True 4 3600 29.3 92.31 6295.051 0.9576522052399882 0.0581824833643876 0.2705253727870083 3.1699399948120117 3678.5732 0.957858367536473 0.05834635863015416 0.37867625658534554 2.8032569885253906 False 5 3700 28.74 95.33 5761.9253 0.9462232013959045 0.08663724077417037 0.29844413270216563 2.8624465465545654 3218.3628 0.9507784189712478 0.07608159249876027 0.4010296197766924 2.562407970428467 False 5 3800 28.77 87.18 5263.93 0.9454888135385253 0.09555270195600105 0.3099941430347869 2.8392863273620605 3006.4863 0.9477137396317189 0.09161788280783263 0.4108837490719953 2.5169880390167236 False 5 3900 29.13 86.3 4602.2476 0.940345337517843 0.1087358764314127 0.32395790780873146 2.845877170562744 2888.3213 0.9440441380225533 0.10045253847820486 0.42063315672821494 2.4626026153564453 True 5 4000 29.52 84.33 4412.1963 0.9348260265874889 0.11477955582644496 0.34153740633891266 2.775644540786743 2765.638 0.9380007188458594 0.10806101823656014 0.4331070480291165 2.4074864387512207 True 5 4100 29.2 83.87 4326.594 0.9326213700043966 0.11663039184046134 0.3375076361412853 2.7840917110443115 2800.092 0.937361654111398 0.1065709151058486 0.43017530515943786 2.434114694595337 False 5 4200 28.87 83.72 5892.694 0.9405299091322222 0.09139029186904594 0.28296714107119536 3.147705316543579 3260.4023 0.9435553831459246 0.08514848551590004 0.3541233675661724 2.9428300857543945 False 5 4300 28.8 84.25 6087.362 0.9535376651870126 0.0761068609417514 0.289097757171796 3.3508400917053223 3423.822 0.9535705717643495 0.07596861290322397 0.38819749449286306 3.0627970695495605 False 6 4400 28.45 83.73 5103.9727 0.9333476869978169 0.12158778817569388 0.3381895471488325 2.788998603820801 2722.924 0.9370331094860939 0.11269680410814521 0.43160022852032814 2.4258360862731934 True 6 4500 28.94 84.97 5080.051 0.9301588188538177 0.12260220457745208 0.3439076110503157 2.7522363662719727 2701.6208 0.9351880332316814 0.11125695906242658 0.4322251634570776 2.4191222190856934 True 6 4600 28.98 84.77 5067.0674 0.9413658268211128 0.1080189524393816 0.3577054974437633 2.8406500816345215 2921.9382 0.9454466747129419 0.09689623804485055 0.44041891768367547 2.4768857955932617 False 6 4700 28.56 85.16 4930.236 0.9334143354574067 0.12356015421769294 0.3468837767572947 2.7618415355682373 2797.717 0.9390853862853648 0.10923799484195329 0.4334981547074521 2.4064862728118896 False 6 4800 28.7 85.57 4772.0464 0.9303520618331323 0.13069482557079326 0.3467054884053324 2.7740352153778076 2687.242 0.9356409725041975 0.11872642192669809 0.4352039353770706 2.4461934566497803 True 6 4900 29.27 85.5 4139.0015 0.9307209636091891 0.1299616501242943 0.3423545436209612 2.7702248096466064 2689.1262 0.93623010878686 0.11825565657489984 0.4349328494240628 2.438920259475708 False 6 5000 28.89 89.24 3989.1492 0.9259079543642816 0.13837677746212843 0.34806337512802704 2.7447445392608643 2637.3833 0.9328091063217228 0.1227542729363946 0.43750192528970716 2.4193856716156006 True 7 5100 29.45 86.73 4108.4043 0.9303106351464596 0.13576943166110172 0.3747137475051483 2.6852359771728516 2666.7307 0.9357453186995334 0.1227206506938352 0.4587019208491111 2.3431835174560547 False 7 5200 29.32 86.03 4385.7686 0.9252059698253746 0.1342847122710617 0.3842159025524938 2.676828145980835 2666.284 0.9332146449375935 0.11636757544721113 0.46314134314094196 2.3703410625457764 False 7 5300 29.17 84.24 4141.821 0.922093519606389 0.13985506518526672 0.3738153767568126 2.699557065963745 2594.2498 0.9295392060204214 0.12413223199795503 0.4585601131795521 2.3405206203460693 True 7 5400 29.13 83.85 4651.66 0.924939517787427 0.13391499972390125 0.4039356218420002 2.6697945594787598 2636.749 0.9320492189803385 0.11989073042068307 0.4752387834472278 2.3459110260009766 False 7 5500 28.68 84.25 4476.835 0.9370025016086496 0.11059429204638618 0.3059681971424462 3.2981786727905273 2893.3496 0.9419783731222396 0.0991266012821871 0.40860011779117444 2.9819753170013428 False 7 5600 28.94 84.2 4116.8745 0.9316151060594616 0.12973733609770532 0.3334402628423913 3.1353793144226074 2730.987 0.9370918823233755 0.11554879005774568 0.425793576057073 2.812105417251587 False 7 5700 29.02 83.68 4293.3726 0.924765283041207 0.13861407849339788 0.33572303558471606 2.78178334236145 2643.9414 0.9304347239026364 0.1264245814487821 0.43085564900511064 2.429597854614258 False 8 5800 28.89 86.42 4404.6475 0.928059631571109 0.1386857877369494 0.33803600384239585 3.145833730697632 2662.6702 0.933709123849702 0.12624507478614852 0.4314489224045074 2.8227200508117676 False 8 5900 28.93 86.76 4473.2676 0.927983875817342 0.13470216466074159 0.36209355843555774 2.918966293334961 2613.7712 0.933902785556365 0.12123367356324331 0.4437969904864596 2.532356023788452 False 8 6000 28.64 85.37 4496.2524 0.9185373664269598 0.1392886034183113 0.33352174159104686 3.0139353275299072 2654.7346 0.9271930865717937 0.121073151125654 0.42255573261549284 2.737489700317383 False 8 6100 28.87 85.18 4319.583 0.9250312958042962 0.1466155354948259 0.3534598794193584 3.2563517093658447 2638.5935 0.9314242824736602 0.13219924426562224 0.431778290868906 2.9271323680877686 False 8 6200 28.51 87.23 4319.04 0.92656039925801 0.14221277096824128 0.3765575390178571 2.685330629348755 2616.4026 0.933596928896691 0.1262444788854344 0.455490008326271 2.348543167114258 False 8 6300 28.84 87.84 4252.617 0.9200512673700062 0.14552796192127535 0.3992190949278008 2.691720485687256 2596.1443 0.9293835441868988 0.12515498156999902 0.4751316826832909 2.35689115524292 False 8 6400 29.15 89.28 4113.9453 0.9232002275917118 0.14177422369029574 0.3880288207521488 2.7014975547790527 2712.8452 0.9330004733201251 0.11989112507179793 0.4584066418589216 2.415830373764038 False 8 6500 29.22 89.36 4349.893 0.9187876626852736 0.14894786216148795 0.4055340699073415 2.619241952896118 2578.937 0.9290298176740902 0.12724840307435234 0.47839229320492943 2.316649913787842 True 9 6600 29.48 87.27 4177.8574 0.9176852519759963 0.15719891860495738 0.40746140466770936 2.6031596660614014 2531.0657 0.9289756894801846 0.13067397011736023 0.47963842760275366 2.284972906112671 True 9 6700 29.5 84.28 4096.8306 0.9128581124099194 0.15723011190858865 0.3895042716454312 2.652526617050171 2558.469 0.9235313685964854 0.13530923135961725 0.4693612274695817 2.31480073928833 False 9 6800 28.79 86.89 4156.7417 0.9211297902379302 0.16364217786825563 0.39424676334456915 3.296823263168335 2590.4985 0.9311636248016414 0.13927153635794295 0.4727222432914809 2.972288131713867 False 9 6900 28.32 83.79 4116.034 0.9109200094619238 0.1704077665647318 0.40934458318018113 2.6168978214263916 2476.5066 0.9236526967228395 0.14296575412749807 0.4769966982473261 2.32938289642334 True 9 7000 29.35 83.71 4096.0146 0.9307663277692313 0.14811772625265077 0.38090902999561455 4.019749164581299 2705.0232 0.9371915066901189 0.12997503887036416 0.46766364894065987 3.6843488216400146 False 9 7100 29.04 83.96 3683.763 0.9212252574761388 0.1422777514955661 0.3894000220827828 2.648423910140991 2587.613 0.930705959952939 0.12211874282291627 0.47097648711583107 2.310487985610962 False 9 7200 28.6 85.99 3765.2026 0.9230424209657844 0.15705450928989623 0.3577343167206686 2.7367374897003174 2534.0593 0.9321325950031951 0.13505424499469895 0.4400307666731884 2.4379289150238037 False 10 7300 28.98 84.59 3544.6409 0.909916530387256 0.16714845814426116 0.38420274366731977 2.7097225189208984 2448.3481 0.922317692113869 0.14113875075759003 0.46461041362982486 2.3932723999023438 True 10 7400 29.03 84.71 3901.796 0.9186264351948682 0.16037569516273895 0.4032777894118441 2.6682446002960205 2490.073 0.930342565924915 0.13068019492952304 0.47993976329348526 2.306121587753296 False 10 7500 28.58 85.22 3495.985 0.9080341047643801 0.16884410684950152 0.40890758959868456 2.6253552436828613 2449.5857 0.9223287008048531 0.13827684815825442 0.48582854771481315 2.3003573417663574 True 10 7600 28.98 84.68 3746.993 0.9078029195989014 0.1667150155208383 0.3987416551951686 2.636705160140991 2477.7363 0.9216382173017055 0.1385098282834733 0.4746603876401431 2.3204352855682373 False 10 7700 28.77 87.54 3650.2007 0.9132134512628721 0.15889346462780096 0.4102629744030772 2.621241331100464 2519.5254 0.9258031475153905 0.13256290288469094 0.48238422613301946 2.3285579681396484 False 10 7800 28.79 86.73 3753.315 0.913056170159716 0.15608718921026352 0.3979321542801502 2.7446341514587402 2511.3616 0.9249335783603437 0.13021171003567053 0.47356655688710403 2.3961732387542725 False 10 7900 29.07 84.97 3820.6565 0.914109737419432 0.16195272784809844 0.4070029509746546 2.6555685997009277 2458.1836 0.9265255174237437 0.13263444043138942 0.4778552462537393 2.3149309158325195 False 11 8000 29.26 84.09 4047.9004 0.908376303628742 0.16860741958131167 0.40101083556366146 2.6564409732818604 2500.7903 0.921777314309239 0.14083358491779616 0.47724232625928087 2.345616340637207 False 11 8100 29.01 83.81 3925.3442 0.903907574167191 0.17086270356234518 0.42487163435923514 2.577256202697754 2493.1135 0.9203868953799517 0.1365301778326265 0.4958902979226284 2.273956060409546 False 11 8200 28.98 84.47 3823.4585 0.9049354479399654 0.17964947807251389 0.42843915631209734 2.6234469413757324 2460.5945 0.9212709204868303 0.1440086516543198 0.49749641488615387 2.2938036918640137 False 11 8300 28.7 83.88 4093.7412 0.9031914357051468 0.18748275932665637 0.4381938801075237 2.595080852508545 2422.5981 0.9198126160279476 0.15053169025710816 0.505125082916051 2.3064186573028564 True 11 8400 29.29 83.83 3993.2195 0.8974412001255206 0.18616393511720164 0.42469627851584035 2.568298578262329 2411.9487 0.9165049784031849 0.1451516850733941 0.49616140296593725 2.2528560161590576 True 11 8500 29.74 86.1 3842.7517 0.9088883213770264 0.1774308938864857 0.42083326683702477 2.675842761993408 2457.664 0.9245503259765162 0.14182456092824916 0.49127159784438085 2.3632373809814453 False 11 8600 29.35 84.56 4597.326 0.9315832292355142 0.1471912076100811 0.36226585196280237 5.576577663421631 2868.9954 0.9360808840395058 0.13152892967936872 0.4448771059026921 5.150120735168457 False 12 8700 28.95 84.95 3925.3545 0.9107718996484394 0.17006593604397577 0.4132027853680936 2.8374147415161133 2550.7864 0.9252677895426699 0.1365049590128364 0.4768081477882852 2.572399616241455 False 12 8800 28.84 87.37 4219.4937 0.9296056850932399 0.13446600822544627 0.3899584621565309 2.664487838745117 2816.164 0.9381742983081308 0.11054487415179955 0.4685003294166314 2.3618974685668945 False 12 8900 28.91 88.79 4022.9023 0.9144608401720833 0.16061221911182766 0.4097807827446804 2.608055830001831 2508.1626 0.9273854338448594 0.13082913554120973 0.4838905296821932 2.301224946975708 False 12 9000 29.34 91.22 4716.958 0.9106854933858418 0.16631115298274673 0.40097950589883435 2.662087917327881 2560.84 0.924676290880837 0.136976961795406 0.4803636811384505 2.3045265674591064 False 12 9100 29.19 97.39 4242.768 0.9342837968507132 0.14729568937001522 0.244353926664325 3.9963648319244385 2852.5945 0.9416820673112127 0.12408958635388262 0.25426657814955084 3.6941776275634766 False 12 9200 29.31 89.17 3677.84 0.9096556983263192 0.16895970895058587 0.39377913050444746 2.6386704444885254 2553.6091 0.9255252908778797 0.13469058507313797 0.4708376006085093 2.3108322620391846 False 12 9300 29.05 84.96 3627.6362 0.9031388716089647 0.18345666248918135 0.40907383284297 2.6364362239837646 2425.3423 0.9206063407017651 0.14648955289464685 0.4815249984561859 2.3336918354034424 False 13 9400 28.95 86.46 3542.3123 0.897518060029981 0.18442633474600742 0.4178123039340559 2.617734432220459 2409.2495 0.9180758250566574 0.1418471580755465 0.49050281789595424 2.282613754272461 False 13 9500 28.93 84.39 3698.156 0.9056272098481114 0.17772923747108033 0.4129870129688529 2.7229535579681396 2472.2437 0.9234670773098309 0.13847969929511378 0.489443065831629 2.3407461643218994 False 13 9600 28.79 83.79 4015.9385 0.9080262014748206 0.16980808681639242 0.33634076712615807 2.854522228240967 2611.4727 0.923355289354196 0.1368965982877504 0.42024499687513833 2.6137452125549316 False 13 9700 28.93 84.31 3696.1584 0.8996139832278145 0.1919253690062299 0.4009082039964719 2.6815927028656006 2391.9978 0.9181512259754795 0.15185178138567693 0.47785688458459 2.3809587955474854 True 13 9800 29.15 84.17 3516.7788 0.9041607826474868 0.1912371836696035 0.4093442111717352 2.6535534858703613 2424.2468 0.9209465841461177 0.1523709394501812 0.4865317094803792 2.2871053218841553 False 13 9900 28.9 83.77 3344.1147 0.89928218286729 0.1876807597764077 0.4244513145819339 2.58445143699646 2433.5674 0.9196578565252594 0.1430185421048269 0.49918772974324466 2.233335494995117 False 13 10000 28.49 84.41 3421.8574 0.8989349265000117 0.18799129598392558 0.43579636120313525 2.542978286743164 2392.6323 0.9185612547901828 0.14679189692323596 0.5050752910700489 2.240863800048828 True 13 10100 29.19 84.3 3333.597 0.8932156951027895 0.1996577690555064 0.4403076596757453 2.524120807647705 2321.992 0.9149839992926829 0.15441639492863818 0.5038581308347989 2.2289695739746094 True 14 10200 29.54 85.75 4021.851 0.9060285019682067 0.1508362822109478 0.4564198351473065 2.7618515491485596 2842.671 0.9268008597587143 0.1118412618725943 0.5189566562354349 2.4833641052246094 False 14 10300 28.75 87.58 3731.1702 0.9074751579410496 0.17652268704344118 0.4254948532596615 2.5942649841308594 2491.0447 0.9232216438548031 0.1406563222947243 0.4921706826599332 2.2870852947235107 False 14 10400 28.92 84.61 3610.1965 0.8956823024690644 0.20624817129669373 0.4396726335040513 2.672826051712036 2403.2097 0.9163851782511955 0.16061565045973397 0.505478197834525 2.381052017211914 False 14 10500 28.99 90.18 3508.9253 0.9074769184552285 0.19452096089030346 0.42608019856674234 2.7653448581695557 2438.3481 0.9247085792300683 0.1534556766057204 0.49547542118285454 2.4545679092407227 False 14 10600 28.94 87.67 3626.35 0.9014141500182953 0.19276646380600918 0.44564941628645105 2.5349223613739014 2380.6462 0.9211268346942171 0.14970814928023163 0.5085114264315744 2.242795944213867 False 14 10700 28.88 85.67 3419.9778 0.8991006743927946 0.20119110056898573 0.4338403090427462 2.5870938301086426 2363.861 0.9193986996411879 0.15463996363536753 0.504150994670843 2.262988805770874 False 14 10800 29.04 83.82 3294.7688 0.8966384101827759 0.19460782117502765 0.42824039230617766 2.5842912197113037 2395.1821 0.9178789460683972 0.1475957494176342 0.49675894851709124 2.2754695415496826 False 15 10900 29.09 84.59 3344.8872 0.8865662059419717 0.20907552005327606 0.448007331693435 2.5100982189178467 2314.8813 0.9112260514428996 0.15666569722086768 0.5131258672029179 2.2179386615753174 True 15 11000 29.82 84.91 3416.844 0.8917467477091325 0.210862406665097 0.4436011904115523 2.5471954345703125 2333.242 0.9155573178016693 0.15844079337901693 0.5089457746854988 2.2527248859405518 False 15 11100 29.21 87.17 3345.2585 0.8960340264056099 0.20646169535582642 0.4416295484866105 2.6841795444488525 2355.469 0.91832899684349 0.15611390006507278 0.5069477268354005 2.3869271278381348 False 15 11200 29.65 84.05 3390.4402 0.8901121445817147 0.20787871859591153 0.4439029065609786 2.5066771507263184 2353.7317 0.9154928573527421 0.1537971264774432 0.5107267216325376 2.194782257080078 False 15 11300 28.97 83.74 3198.137 0.8862829262240677 0.21037265693305532 0.45224689145102137 2.5132710933685303 2339.2676 0.9136400606736047 0.1522488711239083 0.5169889241083689 2.214874744415283 False 15 11400 28.63 85.12 3415.034 0.9046207966901958 0.19161286049181084 0.4398257495487363 2.552149534225464 2417.9775 0.9233037949421474 0.14568518824544957 0.5085907658651826 2.224134683609009 False 15 11500 28.67 85.31 3374.476 0.9011527447889455 0.1917618094937608 0.44914086614817655 2.640842914581299 2477.598 0.9220076736828346 0.14490096826391816 0.5108247335282997 2.4103662967681885 False 16 11600 29.51 84.82 3406.6965 0.8856397855016362 0.2084821304192336 0.46467126538080805 2.501376152038574 2310.4038 0.9125283010435311 0.15090802967394715 0.5283646955135083 2.2279322147369385 True 16 11700 29.51 86.33 3200.869 0.887975737888339 0.21109365186648874 0.45496298141058045 2.4759604930877686 2339.4768 0.9141304713671158 0.15353356951022612 0.519831520052135 2.1629371643066406 False 16 11800 28.77 87.33 3145.4602 0.8940133569257078 0.20703044454331251 0.4437959222574283 2.5246200561523438 2378.2546 0.9159310139892746 0.1574606224342151 0.5128739376782236 2.2261176109313965 False 16 11900 29.05 88.95 3758.2634 0.8900508115270507 0.1984132000565245 0.45791241383867576 2.625516414642334 2405.8284 0.9161551001609399 0.14335588244484704 0.5199180146907183 2.3413164615631104 False 16 12000 28.79 89.41 4179.521 0.8906138550414319 0.18479452024154283 0.45101509970595577 3.1604745388031006 2703.8306 0.918226543035243 0.12729684319009046 0.5090210849515284 2.96256422996521 False 16 12100 28.95 85.46 3718.3906 0.8934142714753633 0.2026454644079738 0.45517828333124083 2.549665927886963 2323.743 0.9150445726871111 0.1548365231038121 0.5148365467778613 2.264415979385376 False 16 12200 28.78 87.03 3296.9888 0.8897746290708276 0.22472142679297638 0.4515944678812899 2.8216664791107178 2280.344 0.9147921891445038 0.16743492757445302 0.5152139159170065 2.5227081775665283 True 17 12300 29.46 84.89 3419.8684 0.8947938746436215 0.20509825460414297 0.4238365581802068 2.6220247745513916 2322.8335 0.9162791094101854 0.1541515164758677 0.4957732634706244 2.2985761165618896 False 17 12400 29.11 85.44 3147.5994 0.8897791844304972 0.2232838116648436 0.4498004862323393 2.8182945251464844 2280.5007 0.9141173754770413 0.16874374556627694 0.5123011790187338 2.528472423553467 False 17 12500 29.21 86.44 3152.7537 0.8813544484138844 0.2288333249877425 0.45232288722549735 2.489694833755493 2241.9968 0.9100862077458711 0.1671361226584018 0.5153153200347572 2.1905031204223633 True 17 12600 29.66 84.03 3241.8472 0.8908343875430889 0.21475250290886416 0.4522351039821236 2.587974786758423 2282.6924 0.914771077099537 0.1614564471224834 0.514348131102064 2.2846570014953613 False 17 12700 28.95 84.5 2989.8406 0.8804315506754964 0.2287771908674389 0.46606061116953357 2.5423834323883057 2286.664 0.9113829302078402 0.16173245281278362 0.5233939325091479 2.2704062461853027 False 17 12800 28.44 84.53 3198.6663 0.8807925340558926 0.22279926645940473 0.46151193931950485 2.4705026149749756 2331.4854 0.910919771961089 0.15833536233048828 0.5208831669961818 2.1665167808532715 False 17 12900 28.81 84.78 3309.137 0.880067120340984 0.21959592248449658 0.46283424791633904 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2.4779505729675293 2308.739 0.9039796765882763 0.165235289142558 0.524258783866798 2.2181427478790283 False 20 14500 29.02 86.09 3349.0823 0.8679754774474822 0.2420996758615393 0.47344578087362427 2.4762215614318848 2286.5327 0.9047762712733608 0.16463830180388747 0.5334933196060463 2.178237199783325 False 20 14600 28.99 86.11 3049.6099 0.877880906153905 0.24002547670011848 0.47649469120954585 2.426440477371216 2315.4812 0.9113518167617072 0.16357002272259563 0.5332381280316663 2.146974802017212 False 20 14700 29.18 88.76 3157.6409 0.8871881499240005 0.22814479507121116 0.4730270946381486 2.4288506507873535 2330.338 0.9144590404551942 0.16324152630667516 0.5286935793045591 2.1569406986236572 False 20 14800 29.13 86.31 3137.6768 0.8767720858233904 0.24568714106931877 0.47157649693450904 2.4284424781799316 2241.5173 0.9087500217570934 0.17178404613120132 0.5268226276964901 2.1483850479125977 True 20 14900 29.8 88.09 3072.6282 0.8729770319196354 0.2506447111243921 0.4749009238725874 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2.3812437057495117 2284.8232 0.9109362938474935 0.1736715171844102 0.5406293000143143 2.143671751022339 False 26 19500 29.3 84.75 2877.5317 0.853108267600921 0.2795655927156369 0.5044363101287471 2.3566062450408936 2226.0007 0.9018280044174876 0.17299939251407548 0.5423300760810015 2.1303870677948 False 27 19600 29.18 84.17 2799.2324 0.8526638991236769 0.28519451402583385 0.49885993572225845 2.378739356994629 2219.082 0.900381290305634 0.17830297791299174 0.5408866981103461 2.135390281677246 False 27 19700 29.55 85.89 2834.8882 0.8508753974177585 0.28896328163546137 0.5051859308970222 2.4352517127990723 2221.369 0.899067226146888 0.17967533680363013 0.5412559624854988 2.227301597595215 False 27 19800 29.41 86.88 2668.327 0.851910959422012 0.29255612156168537 0.5029185998868225 2.3405094146728516 2201.9885 0.8995963419807361 0.18423835103911745 0.5409179965006762 2.113184928894043 True 27 19900 29.91 85.9 2688.2695 0.8601673571406301 0.2822467025366064 0.49803174813735995 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