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 2.211 30.84 63762.79 0.982628871912736 0.012570468507541618 0.42757445538803956 191.0803985595703 36124.133 0.9831296554880558 0.011329380930187392 0.5107468873634574 191.40965270996094 True 0 100 9.254 26.74 6100.0684 0.9790742699923767 0.03581402985003581 -0.41299426307489423 10.085667610168457 4246.25 0.979293326095781 0.035312376854022186 -0.5092253014831414 9.915933609008789 True 0 200 9.977 25.67 5731.751 0.975959989139925 0.04285225900940737 -0.40465716531770973 16.734413146972656 4195.841 0.976143116769411 0.043171786119767325 -0.5007741138243645 16.48912811279297 False 0 300 9.408 23.52 5887.5854 0.9757737297458845 0.04335146192436589 -0.41698265188631223 11.946041107177734 4175.7153 0.97604876838355 0.042765913988282105 -0.5115696970645003 11.725000381469727 False 0 400 9.653 23.86 8117.032 0.9851640275891156 0.011791969805138733 -0.40916798160712137 11.707171440124512 6688.754 0.984543338278483 0.014287916313709672 -0.5057017177864837 11.481158256530762 False 0 500 9.823 23.26 5908.9014 0.9828546297546558 0.01901093163489016 -0.3991842280188875 5.314342498779297 5861.6924 0.9820871781210608 0.02127626122596276 -0.49551981038750825 5.42221736907959 False 0 600 9.377 23.42 3632.5195 0.9729614122003398 0.05578010211108811 -0.39140830368898316 5.467217445373535 3919.992 0.9725971739840407 0.057766499384686476 -0.4811709026602211 5.425899505615234 True 1 700 10.87 23.37 4218.959 0.971533846905723 0.04475682779944957 -0.3152358582276296 4.805179119110107 4451.176 0.9718797441955475 0.045287379677432224 -0.40126360257263965 4.784360408782959 False 1 800 9.41 23.44 3500.6653 0.9701232297712142 0.06047373401252285 0.03179992731994367 4.24816370010376 3784.911 0.9699379517922361 0.0618676563350674 0.04561685250435951 4.196239471435547 True 1 900 10.05 23.19 4346.481 0.9700629262456852 0.05936337836379578 0.3594402424774013 3.916860342025757 3855.2585 0.9697894783663006 0.061344227931525226 0.45696935386239707 3.713170289993286 False 1 1000 9.396 23.68 4008.5896 0.9712527900590694 0.0555896272492967 -0.38574227578998393 5.194655418395996 3997.0776 0.9716332520604534 0.054785735801856326 -0.46907451462021216 5.177045822143555 False 1 1100 9.228 23.72 3794.4072 0.971637049180888 0.052052736520089925 0.23111801361137174 4.2421488761901855 3745.8662 0.9713079944594342 0.05286586772417175 0.3122269891722645 4.139965057373047 True 1 1200 9.929 25.44 3807.5186 0.9699864639026423 0.0631166605670723 0.31114239437578883 4.200441360473633 3825.003 0.9701284217468584 0.06327490117677262 0.3791692376078234 4.089449882507324 False 1 1300 9.636 23.7 3421.4634 0.9701530752412814 0.0692334663213772 0.27339098871234885 4.891901016235352 3712.9385 0.9700484578867182 0.0707867164746295 0.3369351202142136 4.786410808563232 False 2 1400 9.62 23.9 3431.6277 0.968116033595266 0.060041067259794044 0.3454052795018192 3.8309166431427 3881.0396 0.9686999474757259 0.0595523974202537 0.4384291423249588 3.624138116836548 False 2 1500 9.598 23.97 3139.7478 0.9651833140389723 0.07007592006305506 0.36601529179458203 3.7452404499053955 3612.8396 0.9654271493284047 0.07047281393066403 0.4550350206679536 3.516592264175415 True 2 1600 10.03 23.68 3100.2107 0.9642308484319838 0.07284639158830297 0.37798694230371244 3.7637171745300293 3525.573 0.964561343904322 0.07339063828515402 0.46943457888408524 3.5223238468170166 True 2 1700 9.731 24.09 3420.8127 0.9673834502867905 0.06783352498237409 0.3846878224106215 3.63692569732666 3576.7766 0.9674723650361031 0.06834590960471737 0.4779422643601969 3.3426644802093506 False 2 1800 9.63 23.49 3681.7456 0.9726971361986807 0.04367524131773857 0.3969672271173505 4.4922614097595215 4113.099 0.9727300728835321 0.04308087572327418 0.49337122646236087 3.8602726459503174 False 2 1900 9.39 23.35 3797.3354 0.962533861703203 0.08665416759292288 0.3925502797104578 3.665841579437256 3582.808 0.9626293490400432 0.0860972060065104 0.4831682639686284 3.4179747104644775 False 2 2000 9.639 23.71 3751.1272 0.9721525662720998 0.05783505947077805 0.38007138487086384 3.8940134048461914 3769.4348 0.9720390604749003 0.057787621208238875 0.4682919088396853 3.7061681747436523 False 3 2100 9.28 23.14 4347.891 0.9793902184805413 0.02587526476545863 0.368456069249691 3.729619026184082 4610.3022 0.9793185970023756 0.024978478132546587 0.4598925789749355 3.3818302154541016 False 3 2200 9.497 23.76 3272.013 0.9636337013213687 0.06761562363940771 0.386278679498612 3.651848077774048 3372.0344 0.9642947875919067 0.06626424298058078 0.47781456149517837 3.3090317249298096 True 3 2300 9.977 23.64 3513.1409 0.9657433209073208 0.05937909693467592 0.3684163809690742 3.802577495574951 3597.1113 0.9660791280419713 0.05745430019872517 0.45556008555342653 3.608773946762085 False 3 2400 9.587 23.89 3507.4993 0.9654270657163219 0.06849284444590983 0.3837655129943385 4.272469520568848 4106.769 0.9664432127198344 0.06594674297338399 0.4697060899703325 4.094139099121094 False 3 2500 9.614 23.57 3238.4653 0.9669993298373626 0.0674595757646839 0.39822725290243854 3.674058675765991 3480.7524 0.967438348994139 0.06527626149515978 0.4855366811236506 3.3405704498291016 False 3 2600 9.396 23.91 2824.3445 0.9628485900633925 0.07499252783139083 0.4009680535519971 3.6103579998016357 3265.8984 0.963576910089837 0.07391783153424683 0.48653944118514625 3.2272112369537354 True 3 2700 9.752 23.46 2754.423 0.9614978786204761 0.08119370308206887 0.3901771823602847 3.889299154281616 3340.3347 0.9624239956330831 0.07944726709113058 0.47530268226255973 3.67018723487854 False 4 2800 9.415 23.24 2983.447 0.9566675777234851 0.08255957033405133 0.41963730106978375 3.606961965560913 3359.832 0.9574421494106194 0.08241403639677815 0.5079021457009667 3.1658225059509277 False 4 2900 9.654 23.76 3144.4495 0.9612043248741687 0.0762969728462985 0.42259898140109187 3.5776004791259766 3271.5706 0.9623314771561554 0.0736164967213689 0.5076936218488611 3.31874942779541 False 4 3000 9.442 27.56 3020.8843 0.9522410462583677 0.0971879335403704 0.4269077606355429 3.4904592037200928 3147.483 0.9535471830089018 0.09472760664337233 0.5113999948944203 3.1812217235565186 True 4 3100 10.1 23.86 2894.374 0.9554698876194295 0.0881776998278648 0.4375326326742412 3.4519448280334473 3152.7874 0.9566562218062699 0.08468927853098877 0.5178772475174005 3.139514207839966 False 4 3200 9.647 24.26 2840.253 0.9524707011231142 0.09489196842461656 0.4285897601185352 3.47999906539917 2995.7947 0.9543201148561681 0.09080696918705237 0.50910151667224 3.1694157123565674 True 4 3300 9.967 23.86 2845.532 0.9562239097180685 0.08149513590116274 0.4519380597692019 3.512554168701172 2969.3723 0.9574907416496456 0.07867026003386998 0.525948225028661 3.2732455730438232 True 4 3400 10.05 23.68 3776.9128 0.9599122348167588 0.0855828897445613 0.4849260153131443 3.386345863342285 2968.6597 0.960814805907945 0.0837112907126385 0.5492003278165907 3.158341884613037 True 5 3500 9.76 23.91 3386.3296 0.9459266657307872 0.1088881088398983 0.48065010383812357 3.318439245223999 2724.121 0.9478332128124988 0.10443032740169297 0.5486770055120682 3.0186855792999268 True 5 3600 9.974 23.68 3518.6785 0.95662853291373 0.0899629258316005 0.4193035764721961 3.7121636867523193 3606.4211 0.9582556702649324 0.08541596598735202 0.5118086303182415 3.4642174243927 False 5 3700 9.372 23.99 3162.7935 0.9538015021958781 0.09867885485995022 0.40751551266675834 3.604553461074829 3373.12 0.9550563079385959 0.0950225816098873 0.5012510915646009 3.159355640411377 False 5 3800 9.67 23.99 2798.684 0.960195458438899 0.08617580837460583 0.4137906051331777 5.092957019805908 3309.3884 0.9619065390584419 0.080407674354072 0.4966940917626788 4.930037975311279 False 5 3900 9.39 23.94 2641.6394 0.9560138982489668 0.0867254462160891 0.42978957612131313 3.53193998336792 3161.1821 0.9584413621142146 0.0809939353855188 0.5150282781392045 3.2582688331604004 False 5 4000 9.664 24.03 2987.5308 0.9593175070656749 0.08269648346499014 0.4390556884223159 3.556060314178467 3121.501 0.961139232051939 0.07713595501287028 0.5228336692548337 3.279599905014038 False 5 4100 9.602 24.02 2959.884 0.9565027823008083 0.08117039173416316 0.44000913435856276 3.4418604373931885 3092.4192 0.9578792181937433 0.07673257982197057 0.5220503066536526 3.122880697250366 False 6 4200 9.57 23.97 2855.0725 0.947583655938615 0.10563479142744109 0.4641601156452422 3.426299810409546 2875.4775 0.9498849273928882 0.09941314091131964 0.539108460079341 3.1566336154937744 False 6 4300 9.674 23.36 2671.88 0.9478393458315886 0.1054668777393302 0.47006776167022374 3.3525569438934326 2821.0432 0.9513584992313132 0.09689601574836432 0.546666666906858 3.0126609802246094 False 6 4400 9.723 24.32 2563.136 0.9583332657002173 0.09146417855363612 0.46833061712049145 3.399695873260498 3015.2341 0.9608469490479754 0.08422159194040504 0.5469602096766798 3.0942511558532715 False 6 4500 9.644 24.08 2573.4297 0.9586072199666023 0.11073180665811054 0.46394836343683477 3.3841066360473633 3191.11 0.9603245383984927 0.10321231735396191 0.5439730806479062 3.08768367767334 False 6 4600 9.936 23.9 2992.6692 0.96855783993199 0.05884108795822642 0.45277373178420677 3.4146270751953125 3519.246 0.9687809102975973 0.057223462858514526 0.534537458212575 3.1138858795166016 False 6 4700 9.672 23.05 3099.0464 0.9601403663213843 0.0747083736862449 0.4220745508870189 3.937955379486084 3144.478 0.9606525333352978 0.07262729178358956 0.5047914744611268 3.73502254486084 False 6 4800 9.453 24.06 3638.6711 0.9510030457591492 0.09376558266481899 0.43483174083918286 3.562629222869873 2985.142 0.9528784958046129 0.08856547181168278 0.5170522315661144 3.3020424842834473 False 7 4900 9.63 23.96 2608.4604 0.9560677274826217 0.107626681857344 0.45320331687642806 3.41377854347229 3083.0247 0.9568845224054953 0.10350569816490388 0.5336083104826093 3.1162068843841553 False 7 5000 9.404 23.66 2505.0571 0.9596142574375113 0.07207042061700168 0.4501465842629134 4.598439693450928 3128.8894 0.9614948057310788 0.06585544511628656 0.5188129201082465 4.2001776695251465 False 7 5100 9.628 23.7 2636.1064 0.9449531202450554 0.1113128782690931 0.4757379652727066 3.487525463104248 2775.487 0.9469803495469417 0.10628295402373038 0.5426913984662367 3.1216015815734863 False 7 5200 9.632 25.68 2476.8333 0.9489979687112291 0.10687915157229255 0.47916885037837925 3.3516182899475098 2740.0034 0.9513947748664815 0.10008752353504441 0.549309813751481 3.0698130130767822 False 7 5300 9.631 23.87 3055.3833 0.964097977929397 0.06756396852198905 0.40756173208075797 3.840151786804199 3596.299 0.9653254264884978 0.06222087294045024 0.5060250719453876 3.6401309967041016 False 7 5400 9.635 23.12 2602.1838 0.9457416347602762 0.11165818151409146 0.4235449565053373 3.558875799179077 2998.2043 0.9498032853079047 0.10114482239253242 0.5191701940239559 3.252070665359497 False 7 5500 9.478 23.87 2529.1292 0.9471219225757416 0.11170852189511614 0.43419920653065086 3.4529478549957275 2865.938 0.9507408858359195 0.10131107104373582 0.5264006540084422 3.066364049911499 False 8 5600 9.553 23.72 2528.253 0.9425072982517068 0.11524494176656992 0.4449942265647849 3.4239134788513184 2796.8718 0.9467500526043782 0.10350504508550752 0.5332014322163248 3.073148727416992 False 8 5700 9.373 23.98 2362.4036 0.9526979041217575 0.1214180822920479 0.4569809859949578 3.388432502746582 2977.0505 0.9547622123165248 0.11334979275755608 0.5435181943936964 3.0470659732818604 False 8 5800 9.648 23.58 2050.2769 0.943879492775341 0.11345355011810156 0.4670185341915882 3.330655097961426 2701.8706 0.9475583995350858 0.10354785873294965 0.5465623182321447 2.9967615604400635 True 8 5900 9.724 24.35 1964.7839 0.9427471779863152 0.12026562258465154 0.4865531865666002 3.4052882194519043 2668.2065 0.9473489052203085 0.10801826251403314 0.5597645553096182 3.1513512134552 True 8 6000 10.11 23.93 1875.9022 0.9347211325814169 0.1321458648279635 0.4837575807629369 3.264815330505371 2620.013 0.9410227617139243 0.11654421317606592 0.5559967586966084 2.942444324493408 True 8 6100 9.966 25.74 2196.6726 0.9556653448507707 0.11035947255512277 0.4721561721587172 3.8345818519592285 2982.0059 0.957937362436651 0.10198454715465191 0.5445442986817893 3.6062583923339844 False 8 6200 9.719 23.54 2099.2456 0.944456752994496 0.11078548246279324 0.47890578717290017 3.300318956375122 2821.7837 0.9490095951083781 0.10015316988575296 0.5474940246905415 2.9837944507598877 False 9 6300 9.504 23.37 2202.7124 0.9540841480152699 0.116437523665716 0.4764647337735282 3.7596867084503174 2962.949 0.95708858375563 0.10566798011472263 0.5538856267959973 3.5518975257873535 False 9 6400 9.531 23.94 2135.9402 0.9450312642978118 0.11406321148015285 0.4671638631974736 3.447628974914551 2806.3376 0.9494664884400248 0.10371523722621752 0.5418279141126277 3.1072332859039307 False 9 6500 9.605 23.63 2135.6025 0.9474144716097093 0.10106609102012562 0.48732122831119074 3.2905802726745605 2712.336 0.9519003030988316 0.09081612871291458 0.5565940527014522 3.0134451389312744 False 9 6600 9.492 23.67 2024.2429 0.9468425675606731 0.12305944805508234 0.4697850390116841 3.324010133743286 2711.9575 0.9508107867086063 0.11199984845500964 0.5478799463016761 2.9639320373535156 False 9 6700 9.597 23.66 2645.298 0.9441658835454689 0.12476933895824104 0.485029046430654 3.294959783554077 2610.1604 0.9492363503788643 0.11126471808892426 0.5536731449406291 3.013075113296509 True 9 6800 9.733 23.76 2440.0256 0.9464649439073421 0.11322108881770326 0.46037099460678904 3.386341094970703 2757.6282 0.9505164235414427 0.10217686214441743 0.5272652538257456 3.114567995071411 False 9 6900 9.643 23.57 2289.0188 0.9398371266801385 0.13062631060026825 0.4852587316192171 3.3654561042785645 2653.627 0.9445589387864247 0.11732767459783584 0.546203267614588 3.128643035888672 False 10 7000 9.412 23.59 2224.7473 0.9415268415406707 0.12855571017208695 0.4835312533649226 3.4422781467437744 2632.734 0.9460707298251977 0.11548906245017494 0.5498521599384207 3.19062876701355 False 10 7100 9.624 23.93 2423.9373 0.9348702385216676 0.11732093343899049 0.48292431774471767 3.297499656677246 2771.1663 0.9412402095364677 0.10373404822428037 0.5505875040446779 2.9981255531311035 False 10 7200 9.669 24.43 2261.014 0.9389447192184252 0.12319661408955286 0.4680398490563138 3.3387670516967773 2706.1992 0.9440702104262573 0.11059106230128789 0.5389928885646573 3.048452377319336 False 10 7300 9.718 24.04 2190.2644 0.9386984212374134 0.1273891435361087 0.47398479071351246 3.311131000518799 2656.6702 0.9443341840676371 0.11258485812780868 0.5429374690159047 3.0205647945404053 False 10 7400 9.703 23.9 2153.7551 0.934526560005572 0.1330522363877485 0.48999485904513174 3.2497189044952393 2603.068 0.9418648624960947 0.11502619508717711 0.556768064107018 2.9359500408172607 True 10 7500 10.3 24.06 1916.9387 0.9421972253335841 0.13594191498561034 0.4801812388862039 3.3536417484283447 2659.566 0.9474429988264816 0.11898834944871337 0.5541490360093674 3.0447118282318115 False 10 7600 9.635 23.87 2121.0393 0.9340416784281446 0.13439335451112777 0.49015284941035453 3.237452507019043 2588.1052 0.940039832470946 0.11959172162336806 0.5569954602605175 2.941035747528076 True 11 7700 9.756 23.65 2101.7449 0.938163178715511 0.1353560198879155 0.48861264737077365 3.2918195724487305 2617.7244 0.9439849830100693 0.12036805078925711 0.5555710807759282 3.0342133045196533 False 11 7800 9.743 23.57 2052.0093 0.9346950348713126 0.142055108014245 0.490382534291561 3.2691457271575928 2528.543 0.9409163113916263 0.12641243444183217 0.5573537111847773 2.9519007205963135 True 11 7900 9.82 23.38 2166.4702 0.9479087153549468 0.1276832530659303 0.5034956281265159 3.3211493492126465 2719.261 0.9523849168015218 0.11460744491266815 0.5711005484204007 3.019619941711426 False 11 8000 9.66 23.75 2336.2583 0.9481167714469197 0.11602395097697722 0.4944575640220132 4.012391567230225 3190.5977 0.9542277001553434 0.09983446949771284 0.55786071681186 3.875749349594116 False 11 8100 9.587 25.51 2206.4246 0.9383588864186979 0.1302082280911159 0.4763079056186383 3.3240444660186768 2821.5723 0.945470982500439 0.11138506842144395 0.5491358930242748 3.021523952484131 False 11 8200 10.32 25.12 2230.3818 0.9353247192871648 0.14606631350454657 0.49002241740751024 3.316089153289795 2660.476 0.9425027343630811 0.1264443279444078 0.5606297785488618 3.0515246391296387 False 11 8300 9.93 24.0 2280.428 0.9310731739031574 0.14152992096048403 0.503489413659251 3.191318988800049 2536.0098 0.9401382832812496 0.11937013451458317 0.5685307093288275 2.870596408843994 True 12 8400 10.09 23.86 2231.9343 0.9475545204976574 0.13370500181040487 0.4993391835811515 3.3804378509521484 2786.226 0.9517153025055133 0.11805551327237848 0.5715505859294456 2.9236462116241455 False 12 8500 9.371 26.68 1705.5978 0.9294007909387412 0.14830131831000365 0.5230899995590317 3.1889731884002686 2554.066 0.9383527940789743 0.12658135495305392 0.5824539091803452 2.8630635738372803 False 12 8600 9.744 23.91 1629.027 0.9272683225204368 0.15525738681131407 0.5219534325966141 3.112311601638794 2569.8003 0.9369888127198367 0.13171457130549635 0.582478585240089 2.8028411865234375 False 12 8700 9.624 24.09 1667.3954 0.9341060377996362 0.1421059298873881 0.5131794626372914 3.5646889209747314 2576.7356 0.9434051000646736 0.11886670484292686 0.5775403395637498 3.177748918533325 False 12 8800 9.782 23.88 1543.7242 0.9227440351196882 0.1596411413724318 0.5254129423999487 3.1089460849761963 2485.1892 0.9341719183721041 0.13345091729675598 0.5828573164407442 2.8481335639953613 True 12 8900 10.01 22.94 1648.2415 0.9308645488332961 0.14906934954418302 0.5358768205868424 3.079854726791382 2581.2026 0.9400710181054261 0.1270588133124413 0.5891080335339345 2.8413503170013428 False 12 9000 9.373 23.87 1798.3112 0.9385107776291081 0.14976604663883109 0.4858523986688716 3.660637140274048 2886.9822 0.9451701905627207 0.12850333404086062 0.5585223645560323 3.443197011947632 False 13 9100 9.47 23.95 1655.3832 0.9359340787511321 0.1328922532907387 0.5066501080067018 3.1922342777252197 2599.9246 0.9448024407762252 0.11088521873200366 0.5710351014609624 2.917508125305176 False 13 9200 8.812 26.26 1783.5127 0.9375482763208112 0.12443485119064897 0.49161687096086615 3.3209075927734375 2703.65 0.945636363867352 0.10573004892388428 0.5542901378042783 2.9889750480651855 False 13 9300 10.38 24.88 1631.0222 0.9259059280013641 0.15528194855623553 0.5123363694054855 3.1797914505004883 2565.7622 0.9355131601946886 0.1312478140447827 0.5719914744720291 2.92872953414917 False 13 9400 9.89 24.0 1632.46 0.9222030003757835 0.15510339816647328 0.534299255930084 3.088097333908081 2472.682 0.9340051331374463 0.1281513893787765 0.5882854149011622 2.845888376235962 True 13 9500 9.92 26.22 2261.4624 0.9233036054536155 0.15802350143726096 0.5305392304265734 3.0691821575164795 2512.6926 0.935438045146483 0.1299351540867921 0.5857366227458685 2.809086799621582 False 13 9600 9.864 30.49 1941.656 0.9442925447369321 0.13581934053933967 0.5146239210191685 3.1580138206481934 2639.7495 0.9506696110343421 0.11499940647900754 0.5788188945452677 2.885958671569824 False 13 9700 10.57 23.54 1737.3193 0.9259950030382198 0.14929491192178834 0.5187144808673358 3.1730151176452637 2530.775 0.9370362801237808 0.12380012911244485 0.5765570147298062 2.8725523948669434 False 14 9800 9.542 23.05 1672.4669 0.9221536661150154 0.16074432555718962 0.5213654896889396 3.1284120082855225 2492.7146 0.934940715611353 0.13110028006116062 0.5816404773021728 2.8639068603515625 False 14 9900 9.345 23.7 1741.3849 0.9180852281313194 0.16533522760609196 0.5207145209661423 3.165834903717041 2458.5488 0.932203458941749 0.13292543939493062 0.5830927571873304 2.8220481872558594 True 14 10000 10.02 23.12 1671.0905 0.9259114088954816 0.1610221800463913 0.5336186552345606 3.058980703353882 2479.2583 0.937599832302131 0.13153319742407285 0.5919967844767908 2.7560031414031982 False 14 10100 9.527 23.78 1688.5784 0.9236488888399156 0.16141448775530517 0.5398704806030816 3.1551284790039062 2451.3135 0.9375032682616823 0.1282856957741557 0.5945252525998271 2.9379665851593018 False 14 10200 9.689 23.1 1720.3002 0.9287293259953638 0.15576814068381653 0.5094175364602516 3.1610400676727295 2465.901 0.9397423649626544 0.12790911308134717 0.5745015346145822 2.8670859336853027 False 14 10300 8.964 23.74 1712.9302 0.9384299413910265 0.13842563348072348 0.48296791348840484 3.3934688568115234 2786.334 0.9480441789620647 0.11331936295681376 0.5538432222458924 3.1399829387664795 False 14 10400 9.754 23.44 1619.2499 0.9220362463173861 0.16136102332634272 0.5107926191462513 3.1655454635620117 2476.963 0.9362830574578993 0.12788688075831461 0.5732087051210253 2.8941478729248047 False 15 10500 9.388 23.58 2058.6472 0.9379261539749987 0.12777754724821075 0.503438866556844 3.3712079524993896 3158.5786 0.9470152614496474 0.10455548578566379 0.5565670379635611 3.1845576763153076 False 15 10600 9.346 23.84 2148.2192 0.9380367151058341 0.14798816357389333 0.5211725733731614 3.1048858165740967 2572.0903 0.9462112226902218 0.12427019313402521 0.5815182512493087 2.791842222213745 False 15 10700 9.488 23.62 1779.1642 0.9185631944704135 0.16285424988638017 0.5311752925612125 3.0730063915252686 2433.0042 0.9321449668291014 0.1325030045378342 0.5838857434930607 2.8232011795043945 True 15 10800 10.08 23.95 2485.178 0.9239857517798986 0.1534149942936642 0.5184358272013104 3.156888961791992 2607.123 0.9348785923484055 0.12791785951782883 0.5749976553502202 2.9091134071350098 False 15 10900 9.566 23.33 2226.2366 0.928706780793269 0.15869664957880572 0.5178028628846526 3.3334708213806152 2641.3726 0.9391907661660213 0.13083836014442446 0.5791207737377779 2.982529640197754 False 15 11000 9.656 23.36 1987.3877 0.9217366324700026 0.16844047164301507 0.5341711858681499 3.054969310760498 2366.418 0.9352707888262729 0.13525327577928778 0.589636186156795 2.7849984169006348 True 15 11100 9.898 24.44 1783.9858 0.9230274656411348 0.1669206225737241 0.5429123983190183 3.0387372970581055 2576.0195 0.9368453397551565 0.1323553711091808 0.5983957877148633 2.7584736347198486 False 16 11200 9.536 23.82 1754.4186 0.9196507948337708 0.17066530356303664 0.5439178534806024 3.020664930343628 2423.3638 0.9352523250080282 0.13380384876954757 0.5982740928848826 2.737661600112915 False 16 11300 9.643 23.55 2116.8467 0.9337208311775503 0.12707170571946738 0.5094865018065934 3.399554491043091 2677.3323 0.9449565349680907 0.10037450576745047 0.5663814892633012 3.021637201309204 False 16 11400 9.301 24.01 2138.8923 0.9232803216552748 0.15676148363001613 0.5184762441110167 3.117655038833618 2561.1987 0.9332353103438972 0.13083385276338105 0.5761627295090579 2.850456953048706 False 16 11500 9.676 23.13 2010.2081 0.9157568331288879 0.16695629821449795 0.5382464658349627 3.089935779571533 2455.2878 0.9295484175501192 0.13532120053688798 0.5903320864480877 2.7863962650299072 False 16 11600 9.53 23.89 1803.629 0.916344766914383 0.17497654447571265 0.5492970951237177 2.993602752685547 2394.3586 0.9322348731072208 0.13770645274763185 0.5983877389751414 2.7540812492370605 False 16 11700 9.542 23.3 1801.9819 0.9218873783254774 0.16306248665540515 0.5417942282271726 3.0368597507476807 2366.6885 0.9353099275602672 0.13148247040213326 0.5959799999259472 2.7580864429473877 True 16 11800 9.783 24.03 1757.0306 0.9153229630753628 0.17343640264298138 0.55106095369801 2.9851410388946533 2422.4138 0.931642397232958 0.13626651405035745 0.6025503543541971 2.7155683040618896 False 17 11900 9.528 23.73 1954.1909 0.9121357213487097 0.17208344829465477 0.5436079635289554 3.006526470184326 2404.1926 0.9281392425881674 0.1359545811221862 0.5942306357629562 2.746771812438965 False 17 12000 9.272 23.59 1641.4291 0.9146232887903486 0.17741477925196622 0.549223558373838 3.0071516036987305 2320.4478 0.9313767317888426 0.13820363637338343 0.6005110833341067 2.7682535648345947 True 17 12100 9.921 23.56 1855.1072 0.9148503724734096 0.1715658660656618 0.5527815360408396 3.1153855323791504 2412.802 0.9302451434282889 0.13555680124957656 0.6017134604578599 2.8387272357940674 False 17 12200 9.335 23.67 1868.5172 0.9330809735600013 0.16720359161505127 0.5358490598414777 3.290781021118164 2599.8362 0.9438887140248603 0.1338111184469316 0.5891099017754583 3.094324827194214 False 17 12300 9.523 23.58 1536.7112 0.9305315058248969 0.16781955275440333 0.5522272051585609 4.3253045082092285 2651.4065 0.9432598518283429 0.13233486217163798 0.5924945407865579 4.215447425842285 False 17 12400 9.347 23.91 1527.3611 0.909784964633401 0.1837848097346853 0.5435033935451359 3.002713680267334 2306.571 0.9277712389955757 0.14387086009595385 0.5901053915730887 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3.1251397132873535 False 18 13000 9.33 23.77 2142.6848 0.907682997746198 0.18951833759265638 0.5610794389639567 3.0500872135162354 2377.21 0.9260990456448662 0.14687062228631628 0.6055507882165633 2.8596174716949463 False 18 13100 9.564 23.95 1631.3953 0.9125140785611999 0.191287535021142 0.5543019581279964 2.954456329345703 2340.9446 0.9296667954428833 0.14902655994481395 0.6028419384324321 2.6839983463287354 False 18 13200 9.5 26.29 1551.3884 0.914459168623818 0.1818679917770212 0.5576522679217404 2.9769434928894043 2411.929 0.9322381700181145 0.1388260090453262 0.6074338506145185 2.708432197570801 False 19 13300 9.576 25.44 1555.3684 0.9141907377190902 0.1771196597925444 0.5449149166060399 3.3868701457977295 2406.5605 0.9318283730671123 0.13571068987659374 0.6000878123253494 2.993760108947754 False 19 13400 9.795 26.76 2266.5789 0.9215533613064031 0.15949117223283288 0.5493268490208912 3.087491273880005 2544.0374 0.9366641541063935 0.12258024606327692 0.596773830382642 2.8980960845947266 False 19 13500 10.26 24.44 1636.8069 0.9108157378908025 0.1844315870808782 0.5465287782972597 3.0180504322052 2268.988 0.9285564310006229 0.14288993665266378 0.5980136653011257 2.734895706176758 False 19 13600 9.794 23.36 1687.3953 0.9045884542557678 0.19165813828036546 0.5565459479347548 2.9686429500579834 2338.0186 0.9246036058240946 0.1461437060088326 0.6045391581078462 2.7400500774383545 False 19 13700 9.635 25.69 1687.2753 0.932112903493262 0.1676982065930954 0.5119280772113163 5.506742477416992 2617.1294 0.9445275312833171 0.1283830410793959 0.5669144982990774 5.387645244598389 False 19 13800 9.907 23.84 1410.1405 0.9129051962127743 0.18406068861168068 0.5439432642185721 3.156826972961426 2301.4014 0.9310436862113618 0.14112855799737756 0.5961115161354291 2.8279976844787598 False 19 13900 11.33 24.48 1326.1785 0.9066802844576684 0.19160532793795515 0.538282964419244 3.2001771926879883 2379.4397 0.9268215885174692 0.14580650922173874 0.5906521247091108 2.8447303771972656 False 20 14000 9.492 23.39 1372.6758 0.9111860519465149 0.18283250163776063 0.5562590437039137 4.418069839477539 2476.1646 0.9302062423700755 0.13924164780943465 0.6033261458302728 3.9865005016326904 False 20 14100 9.334 23.63 1356.538 0.9084184841940676 0.18447290447066284 0.5483576116441977 2.9762024879455566 2348.0671 0.9284836623520542 0.13930218046944118 0.5979981627344744 2.7155022621154785 False 20 14200 9.559 23.93 1506.9442 0.909448620024975 0.18362220163342988 0.5509492622757256 2.997300386428833 2393.0786 0.9304068245008681 0.13652179063921646 0.599107275669425 2.7465693950653076 False 20 14300 9.402 23.79 1420.9122 0.9030187057011935 0.19583579744525703 0.5600995742717954 2.9525396823883057 2387.0046 0.926103286873777 0.1445758863905034 0.6061318626655013 2.700413703918457 False 20 14400 9.536 23.98 1750.0614 0.9085847567349645 0.18994944791059964 0.5536593577486498 3.2373170852661133 2552.5193 0.9291267868280094 0.14023123469489476 0.6001752936834799 3.068082094192505 False 20 14500 9.346 23.31 1602.3163 0.9002946730044002 0.2023137603948889 0.5656442257625436 2.9250433444976807 2448.265 0.9243732201646769 0.14740186584472745 0.6062691856384901 2.7312488555908203 False 20 14600 9.556 23.5 1348.24 0.9037935230490226 0.2022174352758511 0.5661353653372987 2.927626609802246 2280.8171 0.9271494691745064 0.14822930836226697 0.6062768868490791 2.7394278049468994 False 21 14700 9.327 26.75 1386.8795 0.906456929848755 0.19836176942166284 0.5475824430175158 3.0073909759521484 2375.64 0.9271630914636821 0.14861576071299362 0.5932093491036992 2.771122694015503 False 21 14800 9.473 23.73 1427.2766 0.9020452711832363 0.2005849336810027 0.5537062501761635 2.9871127605438232 2229.9734 0.9253071317751317 0.1482284953281736 0.5996578723918955 2.736345052719116 True 21 14900 9.953 24.62 1482.1107 0.9017344029788097 0.19890969718987472 0.5597408336877399 2.9328227043151855 2272.703 0.9265043471058343 0.1434564883750675 0.6046033569571679 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2.624239206314087 False 22 15500 9.754 24.75 1369.3439 0.9153458037763825 0.20125031611673458 0.5565367909319949 3.6194329261779785 2420.1565 0.9324928314368685 0.1532023509906709 0.6041344388026448 3.4728267192840576 False 22 15600 11.43 26.37 1674.0159 0.9099026120619952 0.19388536263516565 0.5655766807286906 2.9518847465515137 2298.7556 0.9298888067143666 0.1458954114846817 0.6109721972138652 2.7027218341827393 False 22 15700 9.881 23.71 1563.8995 0.9041763668496647 0.20010271518060588 0.5770060139288677 2.8691766262054443 2374.0015 0.9276378787488735 0.14495253889145684 0.6165876344558244 2.6694259643554688 False 22 15800 9.322 23.95 1421.4379 0.9252819924373479 0.19048086762140956 0.55841422687139 4.162097454071045 2672.081 0.9393513414210289 0.14495438456720744 0.6005914365790503 4.062293529510498 False 22 15900 9.555 23.02 1322.9595 0.8941576515740706 0.208795616144399 0.572252700490105 2.8976938724517822 2300.9304 0.9202973137681832 0.15138329166495285 0.6123863978876264 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