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 2.723 23.88 3829.7483 0.9901400938758655 -0.004173910086590176 -0.1420024825164446 249.34266662597656 2080.98 0.9908971252533844 -0.004543368302049453 -0.21300081423293676 251.4157257080078 True 0 100 10.17 22.26 3095.261 0.987003377630727 0.00714008274004802 -0.3157880869593298 14.670125007629395 1597.8706 0.9877566870089298 0.007423982207867294 -0.4380307257888318 13.931183815002441 True 0 200 9.71 22.33 8037.095 0.9849935455876417 0.018322806767093504 -0.3823835831472193 5.834640979766846 3009.9275 0.9855516659242456 0.018440959996341905 -0.5117236467819853 5.45703125 False 0 300 9.246 22.87 2276.3184 0.9799428852966028 0.03865131645305803 -0.3126438964912964 4.3437066078186035 1337.4708 0.9806645566132207 0.03963647733028138 -0.40595952014426356 4.0249247550964355 True 0 400 9.948 22.18 2019.1694 0.979906363694031 0.04257124262918952 0.07769763124097696 3.881226062774658 1339.7738 0.9812852910417964 0.04160748730464974 0.0929429477500575 3.6640987396240234 True 0 500 9.855 22.56 2190.8943 0.9823831413994053 0.030024664989056465 -0.30265323193689686 3.995408773422241 1492.9327 0.9835519479322214 0.028005276304296254 -0.42482545461708643 3.796987771987915 False 0 600 9.569 22.38 1936.1584 0.9788516644757634 0.04359542424051891 0.35866906513406743 3.653120994567871 1345.3335 0.9804012055703868 0.041023442011768496 0.46276994843114855 3.349388837814331 True 1 700 10.99 22.46 1776.7399 0.9739729381421631 0.058293790620516234 0.38935472914273933 3.323774814605713 1217.447 0.9755550904782828 0.05603566757825585 0.5140001471796881 2.7985081672668457 True 1 800 9.996 22.08 1845.5942 0.9732894891746849 0.053791661932152054 0.3794632924305138 3.340898275375366 1229.3263 0.975108874365633 0.04977164523606255 0.5063819655912466 2.7990660667419434 False 1 900 9.379 22.58 2891.888 0.9796547238949453 0.03128174620514983 0.3614793781142115 3.508113384246826 1588.3488 0.9808980756464075 0.029145460375719377 0.47641371213099676 3.117053747177124 False 1 1000 9.605 21.82 2555.8857 0.9833759274906687 0.024188258681156656 0.0652898039163803 4.960695743560791 1931.1387 0.9847944597856884 0.020828492265684256 0.07703124802106735 4.5546040534973145 False 1 1100 9.355 22.23 1859.6882 0.976336302158501 0.04747546355386743 0.31147498082215835 4.365952968597412 1276.3236 0.9777451547361745 0.0453198127061878 0.3994649088979216 3.970700740814209 False 1 1200 9.557 22.29 1692.2018 0.9772626584657504 0.039732605144289466 0.3647979462653183 3.8837971687316895 1331.5366 0.9792343595125157 0.035182577267823686 0.48156885792235676 3.445850372314453 False 1 1300 9.38 22.55 1762.7917 0.9766733168761533 0.039263129276883975 0.3549203941405818 4.05664587020874 1416.7529 0.978669385125936 0.03488305257118919 0.48114901675563326 3.5750598907470703 False 2 1400 9.552 22.51 1569.819 0.9722337498970998 0.05494918366329504 0.3710201630957278 3.34001088142395 1231.6904 0.9744965873485966 0.049856775821905265 0.4994809614882959 2.790146589279175 False 2 1500 9.551 22.68 1731.5453 0.9716862926626436 0.05867569683544083 0.36447608560057104 5.738838195800781 1207.7579 0.9732735835580432 0.055293187664311044 0.4867454517413183 5.226936340332031 False 2 1600 9.585 22.62 1621.6649 0.9739751626848289 0.051636729368497454 0.3652073520087659 4.322810649871826 1278.9438 0.9761091764143209 0.04646821596423797 0.4801006739725418 3.841620683670044 False 2 1700 9.301 23.49 1869.7216 0.9704293333650365 0.04881246964861529 0.3774968247298155 4.146800994873047 1362.8348 0.9730239016734242 0.04523528042412728 0.5020982503667362 3.438242197036743 False 2 1800 9.553 22.5 1370.8064 0.9672705854125442 0.07265688032974951 0.3804092177455601 3.4429757595062256 1132.6959 0.9703081922544409 0.06616440819246894 0.503184687149295 2.9092798233032227 True 2 1900 9.884 22.87 1686.5415 0.9736008333776871 0.04372170525793103 0.39761355541759963 3.475098133087158 1281.4174 0.9767377069651323 0.03806910808147631 0.5153186594509511 2.965644359588623 False 3 2000 9.559 22.06 1915.9705 0.9694845606035978 0.05809522181902708 0.3990671660215366 3.580157518386841 1288.6233 0.9708545220392525 0.055549590402911936 0.5140749036195482 3.155311107635498 False 3 2100 9.336 22.4 1421.2786 0.9680289676441611 0.07514974741655003 0.3947374757341814 3.283299446105957 1119.0884 0.970988837664559 0.06803874063209542 0.515580808984286 2.70707631111145 True 3 2200 9.97 22.57 1384.1451 0.9646335446327473 0.0838636488934354 0.39639858819035756 3.259957790374756 1078.1578 0.9677082251648698 0.07640315251213695 0.5177908041796032 2.6945979595184326 True 3 2300 9.93 22.57 1377.9119 0.964061210732119 0.07774041688402714 0.408170199136234 3.2357683181762695 1106.8268 0.9677739157746276 0.07049612340247721 0.5259990246540702 2.6912126541137695 False 3 2400 8.875 22.14 1288.4083 0.9615502158769678 0.0827996154249624 0.4133137003527947 3.2657690048217773 1084.0696 0.9656923019734373 0.0748386412325791 0.5270267689580083 2.7660512924194336 False 3 2500 9.396 22.34 1279.3567 0.957480419983254 0.08689169785005958 0.42499688674491276 3.396901845932007 1033.1044 0.961186803407975 0.07874737370344116 0.5351146176592007 2.9034159183502197 True 3 2600 10.05 22.49 1277.9166 0.9631104347803564 0.08665385167080107 0.4259740167311737 3.171856641769409 1068.971 0.9670243427231963 0.07775680663394012 0.5410333382621247 2.593449115753174 False 4 2700 8.695 22.42 1282.9663 0.9597828730441483 0.08483858218119404 0.4359526204736943 3.1394431591033936 1074.0996 0.9643082141360205 0.07590472934596658 0.5413679543332105 2.61427640914917 False 4 2800 9.566 21.59 4293.551 0.983006678748768 0.030898944472548536 0.38659034834909367 3.392683744430542 3280.429 0.9842414480602256 0.02939931673668998 0.4955125710025133 2.970174789428711 False 4 2900 8.764 23.6 1466.7646 0.9675338452476927 0.0629349608595103 0.18497781857354265 3.8251614570617676 1170.5673 0.9697083524068918 0.058667776607230895 0.27158313327095623 3.545809030532837 False 4 3000 9.541 21.92 1585.0682 0.9681363485931259 0.05463661066391928 0.3482981484049239 5.0309624671936035 1197.5994 0.9706002242785545 0.05065795309024788 0.4668915060825972 4.555864334106445 False 4 3100 9.368 23.17 1312.3073 0.9675353937980871 0.06929889596362737 0.3760640521705053 3.354763984680176 1155.3596 0.9711292395504355 0.062046512926719616 0.49762468974004864 2.8667736053466797 False 4 3200 8.389 21.93 1516.5979 0.9619201351716692 0.0780559693394262 0.3844828572789052 3.308093309402466 1070.8901 0.965328601841025 0.07098170595428989 0.5069034214650049 2.7673888206481934 False 5 3300 8.613 23.73 1354.9067 0.9634443754968147 0.08764949178696738 0.40158958200845635 3.323519229888916 1111.2787 0.9676829471012562 0.0775992672947839 0.5173087439873195 2.81008243560791 False 5 3400 9.554 22.47 1302.6802 0.9554040739705558 0.09577657491643714 0.4225152803052495 3.2047243118286133 1016.45496 0.9606482912723346 0.08489953882327703 0.5327001115560661 2.662010908126831 True 5 3500 9.917 23.46 1255.4769 0.9567176882980043 0.09124140266113698 0.40641952602398024 3.248161554336548 1021.3235 0.9617985936165928 0.08119232307863775 0.5181696135616581 2.680938243865967 False 5 3600 9.555 22.2 1251.3976 0.9603473725370825 0.08696801256887594 0.4336628095061607 3.1398327350616455 1067.0038 0.965799028038188 0.07524417632026105 0.5426406075260823 2.5745296478271484 False 5 3700 9.359 24.3 1555.5734 0.9612347679627252 0.08603611301683846 0.4395999133539302 3.191375970840454 1103.9508 0.9641743445366112 0.07951136710456694 0.546958910918075 2.7113873958587646 False 5 3800 9.563 22.21 1419.4458 0.9700427984266721 0.09097709169460874 0.4376344269970426 3.1980109214782715 1130.3519 0.9730288072991305 0.08224715678430188 0.5486905477880165 2.6795434951782227 False 5 3900 9.344 22.6 1304.1188 0.964551950154708 0.07932385626274985 0.42445103726912947 3.191490650177002 1134.8092 0.9683018527306095 0.07149408987823892 0.535610549692609 2.675421953201294 False 6 4000 9.585 22.36 1407.6807 0.9605964443967465 0.06363145295930057 0.4458089440769333 3.411755084991455 1169.7917 0.9652548159579111 0.05489976461776321 0.5510957669070861 2.9199039936065674 False 6 4100 9.543 22.3 1400.2252 0.9613529090323374 0.08451347405062638 0.4150820222805989 3.272303819656372 1103.3834 0.9656318621256091 0.07377457563497174 0.5262508980227154 2.789043664932251 False 6 4200 9.572 22.33 1305.1385 0.9587822119734075 0.08348322993720082 0.43999285075392913 3.1238229274749756 1064.3558 0.964216563797915 0.07166093783692928 0.5478977458369827 2.5725204944610596 False 6 4300 9.542 22.47 1259.2761 0.9634866109599501 0.0843158589840717 0.4341791115935406 3.2099227905273438 1078.2915 0.967901283880453 0.07353477408826084 0.5308499569249443 2.7579925060272217 False 6 4400 9.582 24.25 1217.3562 0.9565118276002832 0.09151520848269254 0.45952076308192213 3.148507595062256 1014.838 0.9611871557300089 0.08110295128225838 0.5590843362645146 2.6370902061462402 True 6 4500 10.02 23.43 1186.6171 0.9567746604364414 0.09246597286714463 0.45894579673777885 3.0532619953155518 1034.6199 0.9625196165195173 0.08014643256383784 0.5590497101569548 2.4871180057525635 False 7 4600 9.472 23.27 1181.7229 0.9514600025073856 0.10227720950269571 0.475085043097124 3.0621936321258545 999.18634 0.9578049504772249 0.08919441544951441 0.5716326961597978 2.5335495471954346 True 7 4700 10.05 24.02 1210.4247 0.9555219067681536 0.09180423256530099 0.47450812343843196 3.0386581420898438 1000.35394 0.9614929239377323 0.08008273765027407 0.5710785865945692 2.53721022605896 False 7 4800 9.586 22.64 1131.7301 0.9539554219113207 0.10540323836264141 0.4697811632892561 3.107154369354248 997.7565 0.9597128802886913 0.09384399272817515 0.5652548522798049 2.5951504707336426 False 7 4900 9.468 21.71 1123.8763 0.9583850300717076 0.1066834676190116 0.47819243269726086 3.2185068130493164 1024.7864 0.96429437883811 0.09280510432094864 0.5727025202158411 2.718212127685547 False 7 5000 9.585 22.49 1078.7129 0.9555322391557144 0.10492840666585222 0.47753684154686726 3.046786308288574 996.7888 0.961514499896588 0.09235487674532784 0.5751363868485138 2.4831063747406006 True 7 5100 9.936 22.45 1281.5828 0.9690976510735064 0.08652259417132424 0.4784721680113646 3.5791149139404297 1141.1056 0.9729928110971613 0.07553483947730948 0.5551811174515315 3.1994788646698 False 7 5200 9.595 21.52 1181.3236 0.9550274766891617 0.10470272958630725 0.46877863473721065 3.0284605026245117 1015.39264 0.9601372129736262 0.09329057151324921 0.5662827961747986 2.510108709335327 False 8 5300 9.412 22.09 1678.7931 0.9585141631513364 0.09332657497769206 0.468268165042632 3.077359676361084 1045.798 0.9636052544191641 0.08281206905076911 0.5691370929859252 2.5820701122283936 False 8 5400 9.525 22.23 1701.4419 0.9553674706468588 0.09881385126445827 0.47772689198808727 3.199653387069702 1004.5603 0.9614292373161453 0.08600715655356464 0.5736082920837074 2.70951247215271 False 8 5500 9.597 25.25 1630.702 0.960446716047893 0.08518856859350428 0.45522394389522286 3.063122510910034 1074.016 0.9651314486579775 0.07545571081636634 0.5608062458723991 2.5059354305267334 False 8 5600 9.683 21.95 1711.6882 0.9553126100982713 0.10201985494980108 0.4762118691000027 3.0259649753570557 1024.584 0.9605630084900371 0.0915379074184316 0.5722881802388271 2.520205497741699 False 8 5700 9.477 23.85 1892.8987 0.9563055117503794 0.08644160692054793 0.4851804541788047 3.0631613731384277 1049.8944 0.962377930420512 0.07555375472742164 0.5799520913913048 2.5231897830963135 False 8 5800 9.813 22.08 1479.3141 0.9580349088049022 0.09424905127059284 0.45817719289944275 3.095933198928833 1002.71063 0.9635046469737655 0.08244507092748389 0.5573980775501747 2.5691354274749756 False 9 5900 9.675 22.73 1460.5887 0.9576028043730569 0.10627951266989255 0.47457756976286675 3.019042730331421 992.4326 0.9628899946485742 0.0947937482816242 0.5702112802216397 2.5118329524993896 True 9 6000 10.64 22.45 1352.9164 0.9544884920632704 0.09970275789347151 0.4848832627705236 2.9855711460113525 1004.5068 0.9610815770352654 0.08778790653089312 0.5766456557665897 2.4940836429595947 False 9 6100 9.919 23.14 1294.1606 0.9474140305694553 0.11982879918753583 0.4730857891588024 3.044658660888672 942.4175 0.9536509754961745 0.10646707873939959 0.5731135061596734 2.4905896186828613 True 9 6200 10.62 22.55 1290.4532 0.9448615153270776 0.12329906884618716 0.4932440659104099 3.084200620651245 910.44293 0.9519919827505512 0.10770177404651843 0.5881666084821536 2.565056562423706 True 9 6300 9.981 24.85 1285.4971 0.9421640364640882 0.12404881619888612 0.5023068104816006 2.9056694507598877 889.444 0.9503336366981974 0.10835763267758156 0.5966017672382757 2.382906198501587 True 9 6400 11.16 22.39 1200.7572 0.948401270171924 0.11818829303636204 0.47937796008316663 2.9873046875 930.74457 0.9542899251034395 0.10621665172672573 0.5807299695107981 2.433542013168335 False 9 6500 9.674 25.07 1495.1576 0.9482729425093945 0.11246005396355269 0.4982960784405398 2.9930942058563232 964.15686 0.9541978276278158 0.1003328821192177 0.599150428438428 2.4642555713653564 False 10 6600 10.33 22.63 1249.4117 0.9603916480430074 0.10445271587061297 0.4768277920338024 3.116241455078125 1040.1827 0.964826937223043 0.09296865968252384 0.5742243242652787 2.619530200958252 False 10 6700 9.716 22.13 1225.4314 0.9527730408074293 0.1118434155534723 0.4851110776093413 2.965837001800537 967.941 0.9590561322965294 0.09983508143901458 0.578193604475834 2.4465341567993164 False 10 6800 9.988 22.51 1194.6682 0.9479868142486353 0.12105974505852309 0.49973724454105445 2.9040582180023193 936.6739 0.9553564048337315 0.1060687071773613 0.5936539873812834 2.3697376251220703 False 10 6900 9.892 26.76 1245.2533 0.9541385886963756 0.10501318642714681 0.4986018345489529 3.1385416984558105 1017.75543 0.959472900958444 0.09336045846456646 0.595128131578848 2.6129062175750732 False 10 7000 10.22 22.43 1187.9976 0.9526058501051762 0.10431818936900089 0.5085241921980924 2.8759913444519043 997.1352 0.959939651357424 0.08991068726248903 0.6035385243152801 2.3457648754119873 False 10 7100 9.701 26.91 1115.2844 0.9483055378029999 0.12448666421905744 0.5107722892217914 3.422043561935425 922.1681 0.9561296147471616 0.10724527443746912 0.6032305238750851 2.9047319889068604 False 10 7200 9.849 22.59 1252.4703 0.9624215506842481 0.10298801446475889 0.512214043741571 3.849879264831543 1043.7692 0.9672983409886029 0.09181579550104917 0.5987937584494765 3.3670413494110107 False 11 7300 9.797 24.87 1187.2676 0.9582970288722681 0.08894965585653584 0.4995628116104452 2.959733247756958 1088.3279 0.9648774184468766 0.07582024217771291 0.5878887266577942 2.483699083328247 False 11 7400 10.02 22.8 1006.6378 0.9434150962029286 0.1265207162417034 0.5044303729747115 2.897716760635376 899.56586 0.9518062390476508 0.11140989799165896 0.592500059061212 2.3922436237335205 False 11 7500 9.775 46.39 1068.6473 0.951086268424644 0.11208573172347111 0.5111865692678668 2.9407155513763428 969.22705 0.9594169307098004 0.09491853238954168 0.6014236676325057 2.395251512527466 False 11 7600 9.406 22.51 1149.6565 0.9402297633283538 0.10776902100273562 0.504175102802609 2.9178273677825928 970.8041 0.9488632440214424 0.09273169094476619 0.5906944220435298 2.434333086013794 False 11 7700 9.715 39.36 1199.7423 0.9420117779271074 0.12367548485513127 0.5010986434314316 2.933100461959839 912.073 0.9507012698980739 0.10649683913241273 0.6012047027410931 2.369220018386841 False 11 7800 9.928 23.78 1071.5833 0.9458913757808004 0.1221705079913765 0.49866745906899984 2.927114725112915 904.18317 0.9543072233628574 0.1047915009710888 0.5961841455240072 2.388183832168579 False 12 7900 9.594 22.34 1149.5431 0.9476848546537993 0.1272001102981117 0.5138782903261052 2.9041175842285156 898.50305 0.9553354461563353 0.1091985397366404 0.6084103373609347 2.388274908065796 False 12 8000 9.695 22.25 1497.976 0.967255218567399 0.10574688142725365 0.4472618319521503 4.7496562004089355 1126.3307 0.9698065072436494 0.09529131127040814 0.5502906468305614 4.27227258682251 False 12 8100 9.646 22.26 1096.6036 0.9544336929825694 0.11380833784500828 0.4674623645336519 3.1281816959381104 1013.6092 0.9603909798667144 0.09847867492181817 0.5697689434726018 2.623642683029175 False 12 8200 9.694 22.88 996.4962 0.946314754037456 0.12063656878917714 0.4834379205281344 2.9974887371063232 934.1194 0.9547869596092158 0.10339644805662142 0.5878195626401749 2.4003872871398926 False 12 8300 9.664 25.52 1045.2034 0.940535141681963 0.12720514063703436 0.5080651429409941 3.072340250015259 906.2042 0.9490809581085976 0.10990963009682993 0.6068633333534791 2.5191009044647217 False 12 8400 9.674 22.39 1102.8219 0.9411872815060132 0.12880192569675 0.5156117599318879 2.8917243480682373 891.3199 0.9507173079486682 0.1098861653531773 0.6124930983088049 2.352264881134033 True 12 8500 10.18 23.17 1067.8561 0.9369749763196736 0.1389590769987288 0.5275110275554307 2.8128671646118164 868.8231 0.9472266612484861 0.11942295742823439 0.6191284934532001 2.297468423843384 True 13 8600 9.985 22.36 1109.5402 0.9514901933111747 0.12311478525120878 0.511234272884431 2.8903236389160156 940.3157 0.9590628095506644 0.10520329371513736 0.609299068474776 2.35616397857666 False 13 8700 9.655 23.47 998.06805 0.9397507043391967 0.13500787107330064 0.5215599464195905 2.8731186389923096 876.272 0.949440510294169 0.11432096141933314 0.6143744126052274 2.354846954345703 False 13 8800 9.711 22.49 1095.4148 0.9345558173479247 0.12961554999667785 0.518252310897531 3.108849287033081 891.51086 0.9445341801694523 0.11127927919234608 0.6058530749132571 2.6226189136505127 False 13 8900 9.684 23.51 1016.42633 0.9342241731043349 0.1387933489353432 0.5208418226794167 2.8168997764587402 860.64813 0.9449595598017079 0.11886217468469748 0.6109742720904516 2.277851104736328 True 13 9000 10.13 22.35 1055.1238 0.9507038580959152 0.13713452615030325 0.511662833203356 5.120484828948975 948.80414 0.9583508252514595 0.11795471380722523 0.6020028483719259 4.570122718811035 False 13 9100 9.618 22.82 1028.1163 0.9447401003275342 0.12626386884708748 0.5090639604188408 2.8841400146484375 917.2113 0.953528547750493 0.10960900827042082 0.6017900695590155 2.337383985519409 False 14 9200 9.3 22.13 989.81934 0.937516746732214 0.13488958588253452 0.5236639243449744 2.9239628314971924 870.1344 0.9484677451473369 0.11313984324094317 0.6157158630646864 2.4152235984802246 False 14 9300 9.563 21.93 963.40186 0.9332366558393038 0.1414550332277611 0.5254113883944393 2.890368938446045 856.27826 0.944798852657683 0.11814357103258472 0.6126990759236294 2.3860599994659424 False 14 9400 9.663 22.52 956.6011 0.9347714987736248 0.15015845786724077 0.5337478494120238 2.8178822994232178 862.6806 0.9460874162253899 0.12710656651697616 0.6230636273091074 2.2948267459869385 False 14 9500 9.658 25.38 993.05023 0.9411575459469568 0.13353700845468336 0.5362447272507233 2.8213741779327393 932.6589 0.9509841290914187 0.11241942786764639 0.6222470062232596 2.3492069244384766 False 14 9600 9.738 22.26 1002.9183 0.9436413942410603 0.12660638474536307 0.5339936134878315 2.7913689613342285 918.4603 0.9532201786661874 0.10575925285772866 0.6271117274028312 2.261648654937744 False 14 9700 9.584 22.07 968.7534 0.9438303273246685 0.13322409355297346 0.5204430011246338 2.841233015060425 888.51245 0.9525110722444837 0.11340182344189274 0.6142333042816579 2.283276319503784 False 14 9800 9.479 22.59 952.89246 0.9383627033343388 0.13876275526776033 0.5435609408181024 2.8818702697753906 878.86 0.9494490767248721 0.11657194176912447 0.6278412696927318 2.4078307151794434 False 15 9900 9.63 21.69 975.9599 0.941472000638345 0.12327733591858064 0.5443430681197673 2.758605718612671 922.9553 0.9529774161548622 0.10011425014428695 0.6327844631045376 2.2585220336914062 False 15 10000 9.677 22.47 1024.8145 0.9458467078770768 0.120512941657328 0.5280051689209648 2.790893077850342 953.7131 0.9544398783737188 0.10092136172271689 0.6180424898825096 2.259307384490967 False 15 10100 9.307 22.05 962.91797 0.9452463256219197 0.11604895918312386 0.533229947532957 2.786149501800537 969.20355 0.954584234148588 0.09666791007428874 0.6226521655428279 2.2777442932128906 False 15 10200 9.394 22.32 966.9638 0.939436659761162 0.1309015371798694 0.5482834314415161 2.751997470855713 955.0572 0.9509275891948786 0.10675032409475414 0.6341953994481453 2.269010066986084 False 15 10300 9.601 22.06 917.9977 0.9430600556218116 0.1360531281673867 0.5246564709273802 2.817262887954712 903.5319 0.9530059394395801 0.11405856814390118 0.6208690024689931 2.256155014038086 False 15 10400 9.453 22.22 888.3821 0.9342369183507155 0.14449858033193475 0.5412468209620062 2.7349514961242676 878.72217 0.9465322035420548 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0.1186948813390649 0.632861793012401 2.1808578968048096 False 18 12000 9.425 21.97 948.5138 0.9307394043877947 0.1497362700137135 0.5609748152770361 2.704282522201538 882.8521 0.9466880775519707 0.1178856062296425 0.6378789809085301 2.243584156036377 False 18 12100 9.345 22.56 853.20715 0.9350451351323347 0.1408581771911595 0.5515859655412173 2.7293055057525635 910.1548 0.9496031795385469 0.10969149779728425 0.6369597407520805 2.234924554824829 False 18 12200 9.55 22.02 874.1344 0.9413150413726789 0.1474547730313654 0.5468974080250819 2.7192070484161377 908.2863 0.9533953208900052 0.11800780985950945 0.6309552577702039 2.2161526679992676 False 18 12300 9.33 22.12 793.06506 0.9268783061170424 0.1566914872649923 0.553589529335968 2.6856746673583984 853.2186 0.9434100041414692 0.12391744755775702 0.635822311369659 2.1794676780700684 False 18 12400 9.543 21.99 806.3655 0.9253205026556942 0.16192544786317997 0.5627518164681795 2.6847498416900635 854.7549 0.9431469706246028 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0.11981099520158171 0.6358321605001155 2.259474515914917 False 22 15000 9.445 22.47 894.55444 0.9180397804263383 0.17102939191499364 0.5734904549469595 2.69649076461792 832.1204 0.9384435397903805 0.1290044990401819 0.6481603848530818 2.231140613555908 False 23 15100 9.536 22.25 846.24585 0.9233488680146356 0.16361983998889387 0.5637307379305797 2.700382709503174 863.89496 0.9425371547396222 0.12264854638863615 0.6403937787502132 2.2066829204559326 False 23 15200 9.376 22.08 783.8356 0.9293073559402921 0.16241162660148636 0.569184438068684 2.715367078781128 899.0899 0.94635540764843 0.12306133535789547 0.6412284238482078 2.264249086380005 False 23 15300 9.602 22.23 742.99054 0.9193990615628206 0.17415079153412785 0.5735639409301525 2.652907609939575 858.7749 0.9395080146230381 0.13118950917867608 0.6435445383823806 2.2033560276031494 False 23 15400 9.546 22.74 742.7207 0.9212404056522099 0.16987532095743188 0.5842227386629151 2.7014338970184326 869.6793 0.943061354166851 0.1238978463705782 0.6519347527384841 2.267500162124634 False 23 15500 9.764 22.35 768.24976 0.9125913620022682 0.18105410542142542 0.5798489302833536 2.694795846939087 843.239 0.9361454005807949 0.1328843558256704 0.6469925960281093 2.2350821495056152 False 23 15600 9.572 35.87 786.3685 0.9117985908847722 0.18947986734502337 0.5856919442686441 2.5862486362457275 835.9426 0.93545783969621 0.1391617197095839 0.6507971772248312 2.1492857933044434 True 23 15700 10.15 22.36 781.1221 0.9177782616200578 0.1827141029438876 0.5734328441492808 2.593380928039551 832.5213 0.9385932271685161 0.13660370242756512 0.646655005273131 2.105337142944336 True 24 15800 9.949 26.87 872.1182 0.9149037728277893 0.18911886455538363 0.589038671462128 2.578434467315674 818.77563 0.9374503608858132 0.14005312277277174 0.653473810110496 2.145066499710083 True 24 15900 10.21 22.31 860.4543 0.9095422994459691 0.19283374103970816 0.5893043772666077 2.6679201126098633 815.349 0.9344118334042546 0.14113195943171414 0.652359937017401 2.213322877883911 False 24 16000 9.448 22.57 848.0706 0.9133195071779366 0.18581486546438652 0.5941736254844363 2.5299172401428223 833.179 0.938224297261162 0.13341357394227907 0.6540138482554277 2.1175222396850586 False 24 16100 9.603 22.32 853.57587 0.9158233027724977 0.18218729224703373 0.5815458715954188 2.5711631774902344 854.12744 0.9394781955444645 0.1319842707911985 0.6429958216977849 2.1487605571746826 False 24 16200 9.588 24.17 847.31885 0.9159120989621967 0.18250301533000157 0.5793583341218016 2.6406357288360596 853.1047 0.9390537247989629 0.13136748249104543 0.6465116208322187 2.193699359893799 False 24 16300 9.773 22.36 887.33704 0.9138750985380666 0.1913142078692385 0.5868195535770223 2.5951926708221436 829.54535 0.9384504453999125 0.13756040976324924 0.6468471958422232 2.193753957748413 False 25 16400 9.553 24.17 821.88635 0.9166170375168861 0.1801976627634334 0.5806568447257011 2.5911054611206055 825.5985 0.9393040942176397 0.13183209045456637 0.6479719372647141 2.1556203365325928 False 25 16500 10.88 22.4 803.5337 0.9218915435677358 0.1849758167578067 0.5901975897407199 2.5895121097564697 842.2505 0.9429939374009072 0.13604425902774137 0.650552066028092 2.1850686073303223 False 25 16600 9.945 22.68 750.17206 0.9175785160596395 0.19219330325112935 0.5804028496769673 2.605302572250366 823.8461 0.9408113365954694 0.13875299063400304 0.6471118919539729 2.162729024887085 False 25 16700 11.26 21.89 734.2009 0.9091595795441751 0.19629950482332942 0.58969283694732 2.600376605987549 819.11206 0.936063701368704 0.13768880393394908 0.6489748358071256 2.1911227703094482 False 25 16800 9.807 24.65 759.41516 0.9114953364520044 0.18583088411092838 0.5820518200045482 2.5657880306243896 833.4335 0.9366310223521033 0.1329835388500284 0.6470862661569005 2.1290411949157715 False 25 16900 10.95 22.27 836.72986 0.9361722667050739 0.1618515349002023 0.5822131686682668 2.619603157043457 962.91174 0.952458104639779 0.11694746445177877 0.6435202634669112 2.2077724933624268 False 25 17000 9.712 23.2 712.9367 0.9097247609641649 0.19101983576140877 0.5914006005965552 2.562309741973877 827.0501 0.9356633947906451 0.13665494830092467 0.6516671187231101 2.1397182941436768 False 26 17100 10.97 22.07 698.12067 0.9065609155918526 0.1990998229653199 0.5948230197176702 2.4957940578460693 824.2405 0.9345188898167784 0.14068652196954468 0.6531060640395651 2.0767247676849365 True 26 17200 9.86 23.01 715.2667 0.911394290567608 0.1882902818536167 0.6019350369560613 2.5185580253601074 835.90216 0.9375534158537766 0.13283542848085278 0.6573350808257518 2.1400270462036133 False 26 17300 10.34 22.42 706.43085 0.9065808802833033 0.19338648112635032 0.5958889694037143 2.556711435317993 806.2952 0.9332420237696942 0.13741548450973995 0.6585552905406659 2.1312766075134277 True 26 17400 10.18 25.48 740.4282 0.9213121994800753 0.16287614387751884 0.5648534080503171 2.6659352779388428 894.6381 0.9406566123853062 0.12107973766562494 0.6365027397598214 2.2190680503845215 False 26 17500 10.38 21.88 677.7239 0.9199411461047036 0.18326015662348985 0.5851642172536967 3.151137113571167 847.3302 0.9413247457475726 0.13406855896356967 0.6460360763280161 2.7444443702697754 False 26 17600 10.01 25.03 657.6208 0.9123056376419378 0.1900963736011481 0.5889078191877033 2.6030797958374023 835.9896 0.9373951303082062 0.13727890264332654 0.6500045150628098 2.191781759262085 False 27 17700 10.5 21.92 668.3971 0.9163481912152387 0.18703019548644423 0.5852182952542944 2.5605976581573486 822.9415 0.9399357605982104 0.136161999571346 0.6455136917520096 2.1475775241851807 False 27 17800 9.853 30.92 674.72595 0.9083316610295925 0.19776485178616043 0.5905399521381036 2.538468837738037 806.8586 0.9346001497380657 0.14287325243158294 0.6475626621648547 2.137803554534912 False 27 17900 10.01 22.39 678.3646 0.9069881072912345 0.20496030390630296 0.5985368603240424 2.556135654449463 819.4544 0.93451225148074 0.14501583929523715 0.6494114200159641 2.1963860988616943 False 27 18000 10.03 22.55 660.6818 0.9109826388206778 0.19879317038127603 0.5920681075825298 2.7548434734344482 831.42053 0.9363486068999194 0.14291770943364213 0.6440482481551142 2.3813462257385254 False 27 18100 9.974 22.19 677.5728 0.9093558692129472 0.19866068210562562 0.5899697510747297 2.5642566680908203 851.61475 0.9356261506373496 0.1413611314264883 0.6422294531486755 2.1910688877105713 False 27 18200 9.904 27.12 650.8571 0.9107090638715519 0.20456522884689565 0.595208526369361 2.5184311866760254 822.36786 0.9365821783326155 0.14544428653625238 0.6506688978431633 2.124769687652588 False 27 18300 9.552 22.08 699.4656 0.9062101127219138 0.20613746261131746 0.6011935505869199 2.4733407497406006 804.2837 0.9347938844673912 0.1449036017848899 0.6522850389512707 2.096858263015747 True 28 18400 10.07 21.93 694.5315 0.9048136665615386 0.20620523357257312 0.5997747591163367 2.484683036804199 803.19867 0.9342408801845601 0.1442365247704915 0.6526103268654649 2.0972485542297363 True 28 18500 10.71 21.82 724.4753 0.9201523848442632 0.1923305343756484 0.6001248972187495 2.580200433731079 867.7874 0.9438505616329058 0.13372504713307537 0.6530966477433732 2.191689968109131 False 28 18600 9.698 22.5 740.14014 0.9206037071346235 0.17852042328569484 0.5915312935071704 2.8526840209960938 867.6455 0.943935205183551 0.12449406505997873 0.6574095302044285 2.398315906524658 False 28 18700 10.34 22.41 691.1986 0.9129830918976887 0.20120915297818143 0.6052926180435414 2.5164613723754883 846.8187 0.9392907154265508 0.14060072694317596 0.6540772063298363 2.166473627090454 False 28 18800 9.516 30.59 695.65 0.9090982142450792 0.20352935331132171 0.5946607064548979 2.5848774909973145 814.78705 0.935864990015758 0.14531761806744947 0.6540560195186575 2.167126178741455 False 28 18900 10.2 22.5 665.0488 0.9084647190397895 0.20683318310413423 0.5970923503119091 2.494584083557129 788.41144 0.9356123901714496 0.14713849042660743 0.6568439220375812 2.078251361846924 True 29 19000 10.22 24.52 730.25836 0.9058737502609963 0.20543875621695556 0.608902428688099 2.5374410152435303 798.73193 0.9334347590536709 0.14605370967803302 0.6634753685717095 2.1579082012176514 False 29 19100 9.7 22.19 719.1761 0.9021835355126707 0.20978115976915077 0.6073337660595906 2.5115675926208496 799.053 0.9328625748511745 0.14484101527129217 0.6582938172819055 2.1175968647003174 False 29 19200 9.68 22.16 680.9217 0.9151836405443489 0.19705422402424955 0.5842355562742042 2.596320867538452 810.0573 0.9378340174816479 0.14474865840956483 0.6478158161495233 2.1414856910705566 False 29 19300 10.1 22.47 742.3639 0.9173010240103285 0.1966363026073774 0.6074482624415704 2.47173810005188 876.88873 0.9426144320024864 0.13776777314881591 0.6527687329989137 2.12787127494812 False 29 19400 9.679 22.4 687.6561 0.900635549742304 0.20583418202536513 0.6089121523140774 2.5067551136016846 782.67053 0.9308012226495547 0.14510137931668407 0.661673692279625 2.1348252296447754 True 29 19500 10.98 22.29 681.0515 0.907661524650779 0.20490916133176731 0.6052283811155871 2.657703161239624 812.5462 0.9359057044496519 0.14462274580765513 0.654447528967926 2.3023414611816406 False 29 19600 9.64 22.2 856.61 0.9012429001256516 0.21534643329163233 0.6101859750924279 2.4383082389831543 804.1924 0.9323118273829033 0.14955336412458792 0.657881529981541 2.0741801261901855 False 30 19700 10.1 21.95 881.5984 0.9040382805867673 0.21491434628897593 0.6138080670351314 2.4144155979156494 798.8728 0.9342033147644723 0.14949525471717873 0.6617059043083905 2.049957752227783 False 30 19800 9.86 24.56 802.87103 0.9196789889633217 0.18772812220153512 0.5958062506349995 2.514630079269409 859.27045 0.9411811925572369 0.13608186569112432 0.6482906153931665 2.1319286823272705 False 30 19900 9.683 22.4 723.26776 0.9035008249071597 0.20570479247750703 0.6143005298310042 2.509092330932617 797.6645 0.9323931619698682 0.14438426933887183 0.6595518505904719 2.1646413803100586 False 30 20000 9.377 23.07 732.76495 0.8990560742324257 0.20853167749038218 0.6159546941912728 2.41684627532959 787.62524 0.9297272408059892 0.14448412449378709 0.6624398677570887 2.0595479011535645 True 30 20100 9.317 22.31 679.14233 0.9022556560120565 0.2149536351982773 0.6130987564447918 2.4348623752593994 790.58234 0.9325942656169874 0.1482602012811094 0.6576993221402032 2.0833730697631836 False 30 20200 9.631 23.66 633.90936 0.9037800095117283 0.21337522960537167 0.6105637144194344 2.4591424465179443 782.79156 0.9335017302224125 0.14785341895801704 0.6591247612770659 2.0956873893737793 True 30 20300 10.27 22.02 647.18933 0.9000219032327262 0.2180862000393651 0.6205452997112 2.40926194190979 794.35724 0.9336718617161642 0.14595849856943194 0.6621219263755688 2.0797019004821777 False 31 20400 9.784 24.37 666.26044 0.909538368854788 0.20585799380080969 0.6167287893299983 2.4268715381622314 854.4713 0.9378861194512567 0.13995665433275326 0.6553095228298431 2.1104655265808105 False 31 20500 10.3 22.17 650.51074 0.905845483097589 0.2069219737565548 0.6139495673717004 2.4141135215759277 810.55365 0.9357675545240365 0.14053515566063407 0.6574312235351673 2.064829111099243 False 31 20600 8.813 22.81 649.491 0.9044912796769646 0.21297809708244086 0.6168345058031782 2.770217180252075 855.68506 0.9356537923693427 0.14328079670382524 0.6621853774031803 2.3832767009735107 False 31 20700 10.36 22.21 610.5201 0.9005159719876971 0.22146045562244102 0.6211436686413835 2.38205885887146 796.94073 0.9339453724462096 0.14957251879792374 0.6630264776210836 2.0444233417510986 False 31 20800 9.697 22.87 654.81165 0.8988068569433789 0.21924316258208762 0.6267685118243073 2.528158664703369 831.9725 0.933862323276323 0.14494246318202042 0.6655861445116251 2.1873295307159424 False 31 20900 10.05 22.41 635.6229 0.9016380197911286 0.2148184534340981 0.6046313771805665 2.4705538749694824 793.51794 0.9326184572620226 0.14867779052919414 0.6521043201259837 2.0967273712158203 False 32 21000 9.795 22.67 645.8039 0.9034129226885435 0.20481528980966418 0.6125269613455208 2.4214115142822266 835.7101 0.9351922431959835 0.13668254598663349 0.6553611781410315 2.077493667602539 False 32 21100 10.34 22.25 699.40985 0.9004948383030335 0.21035399017482856 0.6166644228894295 2.4001762866973877 839.5455 0.9340481670130077 0.13701924887570593 0.6580675303811648 2.062333583831787 False 32 21200 9.471 22.56 593.24927 0.8923601656061929 0.2242576694279648 0.6204952039753229 2.5837512016296387 782.0879 0.9288496501524265 0.14964744025997107 0.6566913872043973 2.24184513092041 False 32 21300 9.505 22.25 609.82886 0.8965368710404326 0.22248282995087687 0.6206896392959033 2.408470392227173 796.0643 0.9312194039277751 0.14864404810505255 0.657546066710601 2.0839762687683105 False 32 21400 9.683 22.17 605.11676 0.8975297167206661 0.2231245533485671 0.6185244736812173 2.640028715133667 771.3441 0.9306308173082777 0.15280408908450002 0.6555831245086852 2.3130409717559814 False 32 21500 9.822 22.25 605.15436 0.894570288992014 0.22935093792046649 0.6311991106153579 2.3535397052764893 780.5449 0.930050477956828 0.15387108936439942 0.6613292774436467 2.06954288482666 True 32 21600 10.45 23.02 640.16705 0.9078429093221532 0.21921436053388418 0.6270170416807713 2.4066030979156494 828.56494 0.9396468775507995 0.14352248415074034 0.6601758730288393 2.113220691680908 False 33 21700 10.41 22.37 625.5652 0.8956028127801995 0.22202418972281251 0.627992852763224 2.3607120513916016 802.40796 0.9313511409395169 0.1469664062590688 0.6586814318484868 2.073760986328125 False 33 21800 10.0 24.29 658.0301 0.9026257769340571 0.22014581120440294 0.6291567927729274 2.3899667263031006 817.6228 0.9348639804010046 0.14739878964793504 0.6653829458320756 2.078396797180176 False 33 21900 10.37 22.03 748.0907 0.8896076551986264 0.23221805318520045 0.6368917545706271 2.298253059387207 781.0441 0.9286964533248153 0.15100805404716636 0.6641127454688827 2.0201575756073 True 33 22000 10.21 23.43 664.61816 0.894237849382139 0.23102478196966092 0.6372635008483227 2.334519386291504 765.3751 0.9301933357710215 0.15299191879001495 0.6674196174654476 2.052739143371582 True 33 22100 10.89 21.86 665.9014 0.8903876757509872 0.23856775024965404 0.6419678276382734 2.3219597339630127 764.8773 0.9289479280627359 0.15639903052713067 0.6634695823630167 2.0797781944274902 False 33 22200 9.78 22.11 738.44635 0.902021119520804 0.1962111205629688 0.607594539133701 2.4886763095855713 807.73425 0.9295925751557036 0.13795687737823498 0.6597453344309776 2.1104795932769775 False 34 22300 10.0 22.28 741.2307 0.896714596757455 0.21190606372330528 0.6201803933406834 2.418872356414795 797.5077 0.9300647468876797 0.14226933692196955 0.6581377913644959 2.103729248046875 False 34 22400 9.366 23.0 681.5812 0.9043286496797754 0.21182418396265568 0.6240389938107049 2.4134280681610107 777.33435 0.9347399247458338 0.14260588462427165 0.6666177423079037 2.0725901126861572 False 34 22500 10.1 22.09 794.54895 0.905155779047415 0.21351277456303183 0.6322431573326656 2.379699945449829 824.0293 0.9374792815636117 0.13925625009295248 0.6656779763994067 2.082247257232666 False 34 22600 9.909 21.96 760.1342 0.8959069848434482 0.2264508490148856 0.6315191148531077 2.3300955295562744 790.7204 0.9315824849445882 0.14817166410875138 0.6624543195196829 2.0434510707855225 False 34 22700 10.13 22.21 711.2155 0.8985257783948849 0.22616944095000285 0.6312790130217826 2.626894950866699 772.909 0.932408619012951 0.15065479357758885 0.6625412132757873 2.326903820037842 False 34 22800 9.096 22.82 721.9197 0.8909428263733853 0.23265006155938145 0.6307894932823186 2.3376691341400146 771.4271 0.9289306360476542 0.15179605984091726 0.6633160254433256 2.03186297416687 False 34 22900 10.74 22.18 637.0362 0.8991633759415357 0.2191818956939055 0.6189365366374261 2.4797139167785645 781.65186 0.9315575331174286 0.1494897771400905 0.6593794775985103 2.153693675994873 False 35 23000 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