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 2.032 22.38 151606.97 0.9772307977988787 -0.0063428294347475 -0.35433823953064353 228.36166381835938 34205.402 0.9786936199130951 -0.008599877299686982 -0.4761315347864977 230.776123046875 True 0 100 9.988 18.5 14246.862 0.9669052064054894 0.029553751700195665 -0.26263255662360674 20.042211532592773 4654.0654 0.9676048682693632 0.030241451480779776 -0.3598518259955875 19.356935501098633 True 0 200 10.01 15.58 28744.598 0.9686563237174284 0.027395212605551385 -0.3540060984795613 14.704106330871582 8378.509 0.9691258350115544 0.02815447427582645 -0.473935949466378 14.100663185119629 False 0 300 9.694 14.79 9863.496 0.9620932502894818 0.05783523495199292 -0.35600461694749325 5.162840843200684 4338.251 0.9625342731503609 0.0603670597655266 -0.475004459948186 4.965536117553711 True 0 400 10.19 15.06 23787.438 0.9624997853614291 0.04481817770189994 -0.36476544420027335 5.069630146026611 7079.57 0.9622321624910581 0.047480051134769566 -0.482830676113854 4.951312065124512 False 1 500 10.55 16.61 14386.435 0.9729985769403493 0.021229885955680476 -0.35258822278306523 14.868894577026367 7071.493 0.9739594824695054 0.021992362801031597 -0.47371669864490756 14.238264083862305 False 1 600 9.527 14.95 18306.035 0.9639663597491979 0.04382664467825277 -0.3395471075252649 6.072714805603027 6729.5854 0.9645074858517674 0.04409241266266809 -0.46026967385834794 5.7824554443359375 False 1 700 9.565 14.89 9731.228 0.9580548733783679 0.05387971661959044 -0.33106163301326363 3.6475281715393066 4285.908 0.9588283247610451 0.054407322761296575 -0.45684669994985677 3.4686567783355713 True 1 800 9.879 14.84 8864.085 0.9610849369143529 0.05337793210607739 -0.35148303163807415 3.6405580043792725 4278.169 0.961773906239532 0.054300507453708784 -0.46902671341356084 3.5922799110412598 False 2 900 9.528 18.72 19274.3 0.9657863749254186 0.03847845716885892 -0.3596760600805836 17.461135864257812 6381.5137 0.9660847543363758 0.03986665789351716 -0.48215166710340934 16.766782760620117 False 2 1000 10.57 14.64 16661.182 0.9742825373406645 0.018437660484217914 -0.3526022077914928 7.064627647399902 8341.375 0.975339315425556 0.019284727674030742 -0.47668295044762676 6.758058071136475 False 2 1100 9.487 15.84 9401.858 0.9668057081362541 0.03262444065072765 -0.33129570788936447 6.296348571777344 4855.537 0.9675018452895977 0.03338141038152274 -0.4591666464321529 6.045783519744873 False 2 1200 9.591 16.91 16348.956 0.9717426685742666 0.026626596246370676 -0.33482672986753803 4.730413913726807 6962.072 0.9728155110934222 0.025809637803435186 -0.4703756777659277 4.6123433113098145 False 2 1300 9.845 14.88 9540.056 0.9604388589526519 0.05743036007387164 -0.26033296515021237 3.6477763652801514 4054.1824 0.9609365290092389 0.058103096323211444 -0.39607478070778473 3.6040170192718506 True 3 1400 10.11 14.74 8682.245 0.9546434709209867 0.07962289963803532 0.11691920291581487 3.2905163764953613 3822.1978 0.9547742247079505 0.0818412919670374 0.16661491868800182 3.0848770141601562 True 3 1500 9.91 15.32 7708.538 0.951091729307158 0.07888665387489112 0.2171623494754613 3.1981213092803955 3715.23 0.9509890618705452 0.08046417638650145 0.2707848117203499 2.964857339859009 True 3 1600 9.972 14.99 11410.962 0.969846977795262 0.029407494150145472 -0.32670690733848917 8.418472290039062 5945.748 0.9708638721739989 0.02927032689888664 -0.46853872910088373 8.065657615661621 False 3 1700 9.619 14.91 7963.5054 0.9592958280783773 0.051280311222472556 -0.25045067917702085 3.8913681507110596 4126.681 0.9599963925974333 0.050732548359556484 -0.39583967196125197 3.7848575115203857 False 4 1800 9.544 15.22 7800.001 0.9613375118607441 0.05986058124608074 0.334291701357032 10.51811408996582 4105.01 0.9623259198624174 0.059919346971190515 0.41934913252842276 10.00500774383545 False 4 1900 10.22 15.01 7771.322 0.9623274406328526 0.04522630845341206 -0.01024600264931025 3.3901941776275635 4343.389 0.9635366727297677 0.04455552755105313 -0.09334280247061506 3.213273048400879 False 4 2000 9.872 15.15 7270.6445 0.9529093673947845 0.06559631471173362 0.27688966635000584 3.1092753410339355 3986.8416 0.952820269193944 0.06697826725761691 0.33899263696961196 2.8842575550079346 False 4 2100 9.382 15.02 8670.472 0.9508107767551666 0.07899271198797546 0.3145010082910253 3.0626156330108643 3727.9023 0.9508116261229611 0.08159291866271606 0.3940013127998304 2.8056886196136475 True 5 2200 9.923 29.1 8000.6846 0.949139727650853 0.07928176955334175 0.33856223794146384 2.988662004470825 3694.8218 0.9497078593415955 0.0796830730772901 0.4184762939179608 2.7038304805755615 True 5 2300 10.12 14.67 6882.1035 0.9552652481592151 0.06943741904389951 0.3496272136851751 3.022383213043213 3914.6755 0.9564791583719552 0.06776335136022144 0.45298364761769505 2.601058006286621 False 5 2400 9.568 17.41 6913.5713 0.9481829171029889 0.08022598100292981 0.33451567159313955 3.138890027999878 3714.8003 0.9484261440876249 0.08162425689274412 0.4057679067280242 2.8970115184783936 False 5 2500 9.569 14.6 6704.204 0.9535439749303053 0.0879186570173858 0.369400345567262 3.7568771839141846 3769.4993 0.9544703627914567 0.08836840051067064 0.45973597499326196 3.3936405181884766 False 5 2600 9.649 14.92 6526.7456 0.9471443624260004 0.08983562109423193 0.23887136746498092 3.159506320953369 3622.471 0.9481660395322078 0.0885576050168001 0.28215062267838115 2.9359912872314453 True 6 2700 10.46 14.86 6994.4326 0.9493385697055309 0.08524404434836397 0.3343662492210926 2.9919846057891846 3685.752 0.9502511458486143 0.08477940904103118 0.404507041474011 2.690392017364502 False 6 2800 8.679 15.72 7976.924 0.9440650180823258 0.09392660554371504 0.3562797292288369 2.9014129638671875 3548.6382 0.9450454622785985 0.09294218865329723 0.44295449634499445 2.5658717155456543 True 6 2900 10.13 15.03 7851.7266 0.9495473304132245 0.08191169423477403 0.1409632503682072 3.2639577388763428 3706.465 0.950576615161875 0.08136651041148575 0.1710200392071217 3.0471549034118652 False 6 3000 9.909 14.76 6626.0596 0.944898240528769 0.09581213219494435 0.3632958587722554 2.8674991130828857 3554.107 0.9458296115834396 0.0956101530053477 0.4619540944564468 2.4937691688537598 True 7 3100 10.04 14.82 7599.3257 0.9469350656338771 0.08927047338463454 0.3708160540346887 2.8734335899353027 3638.1062 0.9480910258790296 0.08905076937930917 0.46037562397830867 2.521003007888794 False 7 3200 9.37 18.48 6211.803 0.9381024558794934 0.11138570631302448 0.3091814590384017 3.1402831077575684 3400.724 0.939065757977995 0.1104744954522398 0.3843186260686784 2.881434202194214 True 7 3300 9.937 14.62 6660.2905 0.942833747894609 0.09653363001383473 0.3360052254628488 2.9674289226531982 3564.8047 0.9446171424701008 0.09313432828215974 0.42588709479326886 2.656890869140625 False 7 3400 9.686 15.19 6979.471 0.9437689605424032 0.102013983348457 0.3374135247527202 2.9438366889953613 3516.6216 0.9451612329029456 0.09986478162099452 0.3990122981496835 2.669098377227783 False 8 3500 9.532 15.13 6694.918 0.9388131628899946 0.10590541575625806 0.341777808208799 2.9219629764556885 3419.2273 0.9409534923049219 0.10324759881938893 0.4189391228979177 2.6066415309906006 True 8 3600 11.04 14.87 6647.021 0.9404815545731393 0.11507229813494542 0.34643690266484306 2.955965757369995 3421.485 0.9422233013708295 0.11306163208102263 0.42831102653581626 2.6097772121429443 False 8 3700 9.874 15.09 6552.4614 0.9346803988728685 0.11882295380942745 0.34787892285320043 2.9170658588409424 3354.122 0.936564641547372 0.11613284866874378 0.43059542431372383 2.553293466567993 True 8 3800 10.08 14.75 7620.0137 0.945372512372241 0.11006165764520298 0.3279064075774791 2.9829113483428955 3589.0183 0.9458653015733987 0.11097293403187049 0.3970067509897347 2.6784775257110596 False 8 3900 9.575 37.58 6269.294 0.937716958473716 0.1131070247519431 0.3641692932600663 2.868469476699829 3423.812 0.9397048388702696 0.10930976365943373 0.4520752322878894 2.516233444213867 False 9 4000 9.877 14.8 6352.4497 0.935086857817858 0.11559140910111522 0.36761243919480735 2.868908643722534 3367.3108 0.9370871007257497 0.11299090537241613 0.4505278816341227 2.5209028720855713 False 9 4100 9.7 14.95 6237.7017 0.9371803258948731 0.11007320869728057 0.37244915399934786 2.8436100482940674 3432.8088 0.9393812701569527 0.10652246750222506 0.44783025125551246 2.5002248287200928 False 9 4200 9.627 15.66 6181.269 0.9343593652093709 0.12434647420458951 0.3669691760586165 2.8555023670196533 3329.9692 0.9364630902361729 0.12087651058113896 0.44366690917461193 2.518921136856079 True 9 4300 10.08 15.23 6055.697 0.9388297690407552 0.12093233854887203 0.3561500524072806 2.9355783462524414 3393.1294 0.9411984159450493 0.11674763461762426 0.42279746205518876 2.6179277896881104 False 10 4400 10.98 14.68 5909.14 0.9417347040554139 0.10724192023091485 0.34998832103849636 2.9788906574249268 3503.5217 0.9445169906270992 0.10152895678010754 0.4273667584598081 2.6141204833984375 False 10 4500 9.246 15.29 7223.1367 0.9317296616727072 0.12572833889465046 0.3508972254286728 2.8897008895874023 3315.9407 0.9344380869173357 0.12085479194411285 0.42399532196966006 2.5590691566467285 True 10 4600 9.984 15.71 7714.6157 0.9423337572800975 0.09954559249043601 0.3623634111312946 3.0836663246154785 3464.3228 0.9447688599333068 0.09665305500848224 0.42521121229704595 2.7929930686950684 False 10 4700 9.768 14.71 7413.355 0.9363443289009503 0.1310391121756214 0.38323926187888324 2.8776137828826904 3328.4949 0.9383142381609922 0.12573480642714233 0.4703990553853311 2.456937789916992 False 10 4800 9.629 14.87 6763.787 0.934978289971225 0.13228994212734424 0.38227195523199337 3.0933549404144287 3343.5044 0.9375461651969131 0.1267968885371511 0.45671515832775755 2.72505521774292 False 11 4900 9.465 17.6 6736.8623 0.9322200190395533 0.12197422356547788 0.3726907422677651 2.945591449737549 3322.131 0.9347171939817331 0.11764598877052974 0.44040779848334394 2.5965869426727295 False 11 5000 9.612 14.87 6704.7544 0.9287420913797929 0.1345418910527313 0.34350184463071815 2.910306692123413 3246.855 0.9312430108349897 0.13032110058350693 0.4089807637663454 2.5873308181762695 True 11 5100 9.86 15.15 7110.4717 0.9396728234249762 0.11109197506562551 0.357164323370553 2.8866896629333496 3493.6562 0.9419549206161368 0.10811637171156777 0.4260938256239607 2.5640652179718018 False 11 5200 9.552 21.36 6555.7603 0.9281683678330303 0.13080063598728164 0.3900163238125495 2.9365580081939697 3230.848 0.9314859601030768 0.12456358036693536 0.4664797014784222 2.596769332885742 True 12 5300 10.04 14.87 7088.8125 0.9299098301191905 0.12318922531821201 0.39183481521418473 4.104850769042969 3260.7983 0.9328443898174841 0.11812188841285681 0.47578038222692354 3.725114107131958 False 12 5400 9.589 14.97 7065.433 0.9319871703660259 0.13126266300883033 0.37997041218092464 2.8864355087280273 3303.41 0.9347852220717853 0.12508015919521775 0.46884238497084113 2.4965312480926514 False 12 5500 10.43 14.63 6244.349 0.92315164495709 0.1431683357955481 0.3715203752078519 2.8448853492736816 3184.3167 0.9268888869799874 0.13369867680714714 0.45083258192058256 2.5008692741394043 True 12 5600 9.979 16.87 5579.912 0.9238939111948287 0.14710859549905983 0.3890227786505941 2.8203470706939697 3143.3198 0.9279534802999734 0.13828212815458674 0.47497061440972194 2.4321186542510986 True 13 5700 10.15 18.29 5560.8984 0.9335269776741085 0.12722814239441943 0.40502289302622635 2.9058241844177246 3317.6216 0.9373152506670643 0.11867952970058107 0.49242149445899747 2.509878396987915 False 13 5800 9.687 14.81 5684.542 0.9291087301187418 0.12217573174951354 0.40148289475903115 2.823364734649658 3348.5564 0.9336153470081678 0.11361721493694844 0.47634491384109046 2.46333384513855 False 13 5900 10.01 17.44 5695.969 0.9231272715332126 0.13905908722388546 0.35981267987407867 2.971515417098999 3260.1802 0.9273784677636991 0.13029598728620267 0.4297814420874159 2.7025146484375 False 13 6000 8.202 17.12 5648.6353 0.9221396995174583 0.13783236775121022 0.4020225767877432 2.766874313354492 3182.5776 0.9278238978767807 0.1278257778856334 0.4764870204564039 2.416055917739868 False 13 6100 9.604 14.9 5709.909 0.9223930398492471 0.1468854161341446 0.4045689905665598 2.764420509338379 3136.3967 0.927728729029958 0.13388900940864104 0.47406222434261835 2.4112935066223145 True 14 6200 10.16 14.89 5690.0474 0.9249770076251522 0.13892237499315305 0.40096957825108476 2.7823684215545654 3215.573 0.9301198933979582 0.1293893387370435 0.46707032816344646 2.4643640518188477 False 14 6300 8.954 14.63 7889.212 0.9235390351329936 0.14206763712832962 0.39849297200572176 2.7824573516845703 3224.042 0.9298737939452931 0.12975470245389564 0.46575320203025267 2.457021951675415 False 14 6400 9.607 15.92 6111.051 0.9251172040813301 0.1309918815136927 0.33896603331107256 3.0094287395477295 3335.6702 0.9310426687282094 0.1173116852465868 0.40932342992004167 2.756520986557007 False 14 6500 9.961 14.39 6085.9614 0.9252230941355344 0.13672317008553697 0.40061782460098794 2.8520679473876953 3262.8284 0.9312157126527085 0.12518186404103712 0.4548107415649264 2.550544023513794 False 15 6600 9.636 16.31 6030.3286 0.9147688611505658 0.15715344990032085 0.39126025708787304 2.801391124725342 3088.1902 0.9211249496141733 0.14377095339637155 0.4646835587675896 2.456785202026367 True 15 6700 9.963 15.38 7751.256 0.9211129088789587 0.13921811892937944 0.42815474471604764 2.8052849769592285 3138.7717 0.9267019737581772 0.12698531352806514 0.5030494724506039 2.4575300216674805 False 15 6800 10.99 14.86 6015.2153 0.9234798196291446 0.14926205958142663 0.4029649197422914 2.834390163421631 3198.662 0.9291380330903137 0.13790401797832938 0.48496934008284864 2.5205276012420654 False 15 6900 9.682 14.86 5878.465 0.9161603600761762 0.15935866045295474 0.3986581444042582 2.781935691833496 3090.4417 0.9226153820096807 0.1454857799363949 0.4712760154812453 2.449981451034546 False 16 7000 9.663 15.04 5303.5566 0.9132864060824308 0.16076949961582282 0.41682750040366007 2.7480719089508057 3065.2222 0.9209297621505002 0.14357244364081417 0.4967296551106751 2.3801498413085938 True 16 7100 9.99 18.39 5098.9175 0.9073613684659567 0.16826518799352816 0.39711495862889473 2.7833333015441895 3064.1646 0.9153195901554987 0.1487805795778838 0.4832109555410418 2.40506911277771 False 16 7200 9.711 14.81 5115.5728 0.9170820168153551 0.15845928243011984 0.3794831242828333 2.835779905319214 3073.9397 0.9254721294390958 0.14263560150323712 0.4415656650313878 2.534574031829834 False 16 7300 8.943 14.95 5221.8403 0.9243047337915746 0.14617296205336494 0.3986070045190248 3.123870849609375 3268.975 0.9318082343892929 0.13060900508575715 0.47316670986181414 2.7524311542510986 False 16 7400 9.643 17.26 4881.9604 0.9044692819730245 0.17695847044165525 0.4112704466453256 2.741453170776367 2961.3425 0.9135491140790921 0.15851527001442794 0.48384500443263073 2.394440174102783 True 17 7500 9.927 14.98 4592.779 0.9062290483795564 0.18378308977990598 0.41905821008292526 2.7205989360809326 2973.7869 0.9162824724575069 0.16115089454793702 0.4980836650133701 2.357491970062256 False 17 7600 10.84 14.78 4608.1987 0.9012294897453794 0.1908927034335897 0.42016067985725075 2.7145841121673584 2913.972 0.9123239265750328 0.16693376093602483 0.5020304577092534 2.3374953269958496 True 17 7700 9.937 15.59 4620.517 0.9062314556797908 0.18389999452563233 0.4219301065801944 2.711850643157959 2991.3313 0.9156441582818649 0.16192964362352574 0.5017198195639678 2.3325393199920654 False 17 7800 9.602 14.76 4674.5786 0.905385480062962 0.18881948585304945 0.4100791256443794 2.741485834121704 2984.9492 0.915539391221691 0.1669062765549167 0.48254270937490124 2.393812656402588 False 18 7900 9.743 14.82 4589.468 0.894194136670128 0.19562764945366182 0.4249853194802176 2.700185537338257 2871.3484 0.906725523086709 0.16960961216076317 0.5037327155815957 2.3202195167541504 True 18 8000 9.933 14.97 4787.0806 0.8978336827187836 0.19116052187639412 0.43661948190736966 2.6965582370758057 2917.989 0.9101693551764278 0.16593617735929028 0.502352640886956 2.3623905181884766 False 18 8100 9.503 15.5 4857.234 0.8912461312607859 0.19899367810478788 0.42973936124724516 2.712679147720337 2893.1506 0.9055582925200646 0.16949494708322208 0.5081425393895144 2.3512537479400635 False 18 8200 10.72 14.96 4622.985 0.8918148522250215 0.20829636541634763 0.437889123742644 2.701936721801758 2852.02 0.9064920771469513 0.17622873595102145 0.5192854950547312 2.3121109008789062 True 18 8300 10.04 15.37 4891.0503 0.9122465897799741 0.18163921049185439 0.4217278568761018 3.0363986492156982 3071.5723 0.9209484416740494 0.16044439290593338 0.5020590575414057 2.623230218887329 False 19 8400 9.587 18.45 4401.301 0.8909237835266985 0.2033072418988849 0.42435120050553155 2.7031409740448 2933.762 0.9038317790878675 0.17452710389854917 0.5065452584779129 2.310825824737549 False 19 8500 10.49 14.83 4523.209 0.8937448819875649 0.1963079119014731 0.4394884538614301 2.666484832763672 3002.2222 0.9088753836128293 0.1644905904607789 0.5188554664577808 2.3000741004943848 False 19 8600 9.625 14.81 4404.7153 0.8975029367991646 0.20073709667136533 0.4308057240375731 2.753567934036255 2974.0718 0.9113115699772737 0.1666525383242161 0.5149136994642692 2.3559730052948 False 19 8700 9.601 14.86 4646.4146 0.8907645062439583 0.21147880319936901 0.4397559661750318 2.666214942932129 2900.2827 0.9070127314197454 0.1773470734728894 0.5079589300560866 2.327108383178711 False 20 8800 9.683 14.82 5111.484 0.8841894271116009 0.1999436537575081 0.45035362467364487 2.706552505493164 3087.9517 0.9037087725923884 0.16311330203885796 0.5188597963121014 2.380445957183838 False 20 8900 9.165 16.48 4395.919 0.8863727690740894 0.2170263458829415 0.43805990174917 2.6623382568359375 2866.6355 0.902776729094206 0.18126519303485183 0.5143054366688151 2.294271469116211 False 20 9000 9.585 15.89 4392.9736 0.8986526714702795 0.2174310519887806 0.4422124595854302 3.7396302223205566 2960.0237 0.9128777875400995 0.17995043778080064 0.5236010644413668 3.3458921909332275 False 20 9100 10.12 14.87 5361.8765 0.885301222731247 0.23101417381904701 0.44048745958440555 2.8150689601898193 2865.3354 0.9040072241269869 0.18689397015166992 0.523587934352049 2.4488253593444824 False 21 9200 9.825 14.86 4550.2637 0.8946683199679724 0.21999942457470847 0.4375633183258033 2.678114414215088 2904.8281 0.9082876548020146 0.1834216771915494 0.526741476985801 2.248589277267456 False 21 9300 9.465 15.14 4697.8047 0.882669967905501 0.22197991312515297 0.4600858503944275 2.6116080284118652 2845.351 0.902781692591617 0.17737915446724592 0.544895205221256 2.2255382537841797 True 21 9400 9.999 20.16 4853.454 0.8904612544154342 0.22626065870745726 0.4424006219175935 2.8154993057250977 2991.304 0.9096870135737041 0.1794814363113786 0.5300482071615633 2.457019567489624 False 21 9500 9.92 14.87 5244.0005 0.8679830533411677 0.23865656861003898 0.4511972295188661 2.6520187854766846 2797.8806 0.8925519021131654 0.18701402143100757 0.5258637611515312 2.3002827167510986 True 21 9600 9.974 16.93 5210.1816 0.874730000493338 0.2388015968640236 0.45356936977027323 2.65038800239563 2825.7197 0.8988985039140609 0.18399732186181855 0.5302032860062701 2.2932190895080566 False 22 9700 9.405 18.21 4813.7344 0.8710364849188604 0.24416802607660196 0.45661597084208 2.637388229370117 2800.9204 0.8969540738142934 0.18780947914172064 0.5337779479674103 2.2801990509033203 False 22 9800 9.585 15.31 4260.25 0.8720407024615712 0.2435822219376348 0.45916457366584235 2.6548595428466797 2802.5735 0.8971275596876856 0.1877878478969003 0.5313022397747797 2.289048433303833 False 22 9900 10.26 14.56 4432.652 0.8684180054382685 0.24025569953867415 0.4513692122758096 2.6524343490600586 2822.089 0.8931924551120265 0.18629801536886662 0.5327880588716656 2.2890005111694336 False 22 10000 8.63 14.98 4107.239 0.8771451081379129 0.24269306360025947 0.45037933947998865 2.639784336090088 2888.1704 0.9024169017939776 0.18414627542598577 0.5266812483488581 2.26364803314209 False 23 10100 9.529 14.95 5304.4927 0.867959894334391 0.25115870312710387 0.46401935138886585 2.5976345539093018 2762.3003 0.8943591290409012 0.19177332978807776 0.5286603427617697 2.2687439918518066 True 23 10200 9.962 14.99 5251.7065 0.8690050118696591 0.24839794846167804 0.4569583381704522 2.6299901008605957 2850.2483 0.8978407069489696 0.1841213407166107 0.5268764669665044 2.293855905532837 False 23 10300 9.549 14.86 5424.1875 0.8744932257607587 0.24129737675315394 0.451203098372466 2.658355474472046 2796.2615 0.8970741514818442 0.18676845376031384 0.5276779477039707 2.280301094055176 False 23 10400 9.542 14.84 5214.505 0.8811116247087735 0.23108273882886987 0.4566381228296056 2.9010746479034424 2879.4292 0.9013341551344396 0.18218211465824102 0.5390119400946133 2.483450412750244 False 24 10500 9.5 14.84 4508.8325 0.880389863882202 0.23460299677312774 0.4496422037808572 2.6513493061065674 2876.7505 0.9039413164315323 0.17844971237452315 0.5155524095815832 2.323605537414551 False 24 10600 9.532 14.8 4239.98 0.8701380695196779 0.252026878250365 0.45214914315058113 2.625255584716797 2719.2466 0.8966373216901523 0.18956203440864822 0.5269290170892221 2.2592971324920654 True 24 10700 10.01 14.77 4976.36 0.8794521497285208 0.233284631784245 0.44280529811777253 2.652132749557495 2952.0173 0.904157250934644 0.17470706502033284 0.5180996754430772 2.291792154312134 False 24 10800 9.44 14.89 4279.4546 0.8724869339160847 0.22322252724976116 0.462842547773001 3.1624605655670166 2937.7144 0.8980151268253876 0.17009311395090107 0.5339107421729263 2.803154706954956 False 24 10900 9.639 14.82 4806.186 0.8577759749819991 0.26616724076792475 0.47438113318291414 2.593167304992676 2733.876 0.8886840927315431 0.1997655128899249 0.5459283516668563 2.247079372406006 False 25 11000 9.513 14.82 4864.0757 0.8547126919392035 0.27225735263358286 0.4752817405314615 2.573167085647583 2716.2935 0.8877554831363582 0.20126860600625526 0.5437955859913155 2.232893466949463 True 25 11100 9.912 14.98 4265.075 0.8658040912954932 0.26568945572000535 0.47082314082858384 2.597212553024292 2821.3467 0.8952754489683256 0.19724148570281805 0.5410657574806428 2.242703914642334 False 25 11200 9.515 14.89 4912.3374 0.8646813906814703 0.2647096127972631 0.48211510291711107 2.5751185417175293 2793.5227 0.8949128682368926 0.19572870398068987 0.5478241600264111 2.2358028888702393 False 25 11300 9.598 14.82 4588.9043 0.8568751062253365 0.26402360369623074 0.482264854270896 2.542278528213501 2805.069 0.890198251286233 0.19136732365230955 0.543633788421028 2.2191591262817383 False 26 11400 9.516 14.84 4373.062 0.859135314654009 0.2739133397544368 0.4777280203441485 2.5602574348449707 2763.8647 0.8929769990454509 0.19570915252811302 0.5512301200943261 2.197783946990967 False 26 11500 9.581 14.81 4213.8945 0.8582434295805655 0.26999116725040734 0.4783829930407036 2.5451250076293945 2770.6694 0.8912398453514527 0.19545395775394447 0.5463863715824052 2.187544822692871 False 26 11600 9.483 14.47 4628.7 0.8559076848154313 0.27990718530997605 0.4814434038867572 2.6872804164886475 2738.138 0.8902559789107454 0.20029503091151754 0.550916185698268 2.3319733142852783 False 26 11700 9.449 14.78 4849.9673 0.8447463313835597 0.28774619851019523 0.488771891227766 2.6477620601654053 2718.0046 0.8849315259832929 0.2003741190907167 0.5559936305814768 2.303595781326294 False 27 11800 9.452 14.81 4149.5444 0.8571841452894592 0.2790782269451634 0.4783862231983316 2.5467827320098877 2741.7651 0.8932606270077951 0.19703275937292983 0.5396079330859578 2.2207424640655518 False 27 11900 9.629 14.78 4105.9937 0.8596179552312975 0.28468823415460726 0.4783219641035802 2.8238143920898438 2735.8433 0.8937716309273004 0.20389128001393148 0.5466047424693132 2.4891083240509033 False 27 12000 9.475 14.96 4557.562 0.8520592775171419 0.27473127819037085 0.48629582646402714 2.6064512729644775 2818.6685 0.8907547810818771 0.18745083348678457 0.5521631414836528 2.2675976753234863 False 27 12100 9.708 14.83 4187.474 0.8436422946724379 0.2996998421501045 0.4876742854938955 2.595914840698242 2679.9302 0.8854134819800201 0.20519770440672125 0.543344545400186 2.2782206535339355 True 27 12200 9.922 14.97 4096.839 0.8643463415849689 0.26985294469392446 0.4836979714980569 2.557133436203003 2835.7993 0.8986244119568199 0.18850657376486935 0.5443424569097007 2.2294328212738037 False 28 12300 9.422 14.82 3896.1824 0.846570478938906 0.289813381561963 0.4826565660017028 2.546813726425171 2726.4714 0.8872652675050374 0.1975469475806486 0.5467506885031648 2.2157139778137207 False 28 12400 9.046 14.74 4178.8945 0.8439509966646421 0.29699835344097136 0.49505875610925476 2.514826536178589 2724.7378 0.8872245250025547 0.20053756935737205 0.5443973012569057 2.217822551727295 False 28 12500 9.576 14.58 4396.842 0.8540373463412816 0.2813330205135312 0.49249019624994583 2.5176334381103516 2872.1086 0.8959878247664342 0.18414693900765103 0.5495195743899944 2.1957287788391113 False 28 12600 9.492 14.78 4122.645 0.8385034684183919 0.3045487507187437 0.4981964525914352 2.741209030151367 2671.1646 0.8840827524340917 0.2021784427221617 0.5507166377313567 2.4586737155914307 False 29 12700 9.607 14.91 4388.6216 0.8432583792080991 0.2990504340974025 0.4972336230514225 2.507962942123413 2735.2717 0.8885967868168405 0.19704653620060958 0.5552883558680969 2.178286552429199 False 29 12800 9.543 14.87 4351.978 0.8422868271015453 0.3116210704793215 0.4948359978837678 2.6785600185394287 2686.9316 0.8881342622262921 0.20533187488055873 0.5557387425749626 2.344417095184326 False 29 12900 9.588 14.83 4218.464 0.8393386285371308 0.30355712199174656 0.49029746696995447 2.5111165046691895 2700.5618 0.8851168836934272 0.20194266195427438 0.5528746238712559 2.179457664489746 False 29 13000 9.526 14.8 4056.5574 0.8429832704921012 0.30001693538366614 0.5000530142159946 2.4802751541137695 2715.3318 0.8895369848860831 0.19616052681966561 0.5542667022250832 2.1732678413391113 False 29 13100 9.644 14.84 3971.7249 0.8406370430139274 0.31659605794087403 0.5045874906746002 2.4809696674346924 2755.783 0.8902531859653823 0.2011149531070237 0.5581716414248811 2.1756324768066406 False 30 13200 9.483 14.67 3784.8706 0.8399391017505475 0.3187417445436263 0.5055638588678891 2.4547266960144043 2708.1108 0.8882179023166623 0.20588114508714106 0.5612342740093266 2.1380715370178223 False 30 13300 9.627 16.58 3900.2017 0.833836138372203 0.3206946103448881 0.4941253043008622 2.49542236328125 2701.662 0.8834316528297055 0.20772270108950736 0.5465737834491728 2.1901566982269287 False 30 13400 9.585 15.77 4025.062 0.8481841001506896 0.3155569031967741 0.4930378798303082 2.7763733863830566 2700.5972 0.8919582470500094 0.20686944959871367 0.5531789191346181 2.4575016498565674 False 30 13500 9.633 14.81 4614.1484 0.8360175527797685 0.3122218870783032 0.49971737269919037 2.513415813446045 2672.3865 0.8842874136092829 0.20081723065748114 0.5527027274346966 2.200960874557495 True 31 13600 9.86 14.97 4449.0894 0.830849902830192 0.32034662945982273 0.5116678752823666 2.5379836559295654 2618.899 0.8817422528190807 0.2063440817734785 0.5580311015722245 2.2366561889648438 True 31 13700 10.07 14.75 4808.7188 0.8562263762897319 0.28944819229585755 0.5023135533749387 2.4693872928619385 2966.4465 0.9003452921521238 0.1821299677487936 0.5519564087583413 2.171889066696167 False 31 13800 9.565 14.82 4244.179 0.820197906168945 0.33880987661679557 0.5250138202567594 2.4071905612945557 2670.8635 0.8813183808253516 0.20605877147552024 0.5683834682696587 2.1300902366638184 False 31 13900 9.648 14.57 4170.6396 0.8577967087080502 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0.5212948296763523 2.4852612018585205 2622.6067 0.8842286113076557 0.20863013226625438 0.5610098130190642 2.2195301055908203 False 33 14500 9.56 14.59 3811.8916 0.8294661618220023 0.322322782175247 0.5120962864338997 2.5477182865142822 2713.9187 0.8854003800973063 0.19742785813592237 0.558874597177467 2.265497922897339 False 33 14600 9.561 16.23 4155.1787 0.8353579923415159 0.31733034885950967 0.5050162501368604 2.4740402698516846 2767.842 0.8868723298831713 0.19845278309659878 0.5561555366040978 2.1669559478759766 False 33 14700 9.551 14.8 4394.6426 0.8278281032672948 0.3360552679568701 0.525196980181317 2.5118210315704346 2660.742 0.8844676577317719 0.20609347459715938 0.558335619652303 2.256397247314453 False 33 14800 9.525 14.85 4289.372 0.8237455893724765 0.34015786061904457 0.5190067656559153 2.428023338317871 2600.7725 0.881383021761939 0.20944855304881266 0.5687665067539343 2.1306257247924805 True 34 14900 9.831 14.89 4085.414 0.8218678715054 0.33796794835923316 0.5134937723029218 2.476571559906006 2644.6775 0.8821489025368566 0.204186651511331 0.5519452256593871 2.221747875213623 False 34 15000 9.512 16.3 4432.4214 0.8469811895635132 0.32012743210714517 0.518003194058277 2.4738035202026367 2704.1458 0.8928535466833151 0.20391298220620252 0.5631537964124123 2.1823716163635254 False 34 15100 9.589 15.12 3949.8696 0.8355609572576789 0.3308007168185679 0.5139125275582725 2.427720069885254 2701.4792 0.8878060207943912 0.20513608605914668 0.5597269903308616 2.1395998001098633 False 34 15200 9.541 14.64 4201.7812 0.8177351411655772 0.34718566337291684 0.5323286537712344 2.4147605895996094 2743.3618 0.8827590718149869 0.20368982277078423 0.5642864620367527 2.1673851013183594 False 35 15300 9.398 14.79 3974.4097 0.8283968487046617 0.34113502388515216 0.5253296042091472 2.4259002208709717 2617.1992 0.8844665606061066 0.20968513182137602 0.5673361967734178 2.151820421218872 False 35 15400 9.617 15.22 4398.269 0.8282781916887366 0.3343660221810064 0.5163904037377048 2.4337100982666016 2670.7205 0.8860633920433448 0.20098420546511558 0.5619663399290972 2.1487886905670166 False 35 15500 9.553 14.9 4457.82 0.8165901834841324 0.35270838440916724 0.535581953429177 2.3721835613250732 2635.777 0.8813654877994365 0.20801017816316725 0.5705233458771934 2.1257433891296387 False 35 15600 9.528 14.75 4507.3413 0.8161465764945673 0.3442629486213312 0.5415357429573164 2.3586795330047607 2732.1824 0.8810216552194734 0.2016062933140775 0.5564361593661914 2.167088508605957 False 35 15700 9.489 14.85 4054.6094 0.824592632348939 0.3464405992893562 0.5287521703492924 2.4609129428863525 2667.662 0.8855070460648828 0.20565361135190574 0.5631880019621609 2.213121175765991 False 36 15800 8.822 14.46 3802.5527 0.8291559277187543 0.3523721669653346 0.5385211044856836 2.3788163661956787 2711.7954 0.889139927520643 0.20658345328240166 0.5686373114084396 2.141857385635376 False 36 15900 8.508 15.03 3799.925 0.8179395045175942 0.36727848726557344 0.5511359468372994 2.4176371097564697 2656.3276 0.8845885948618799 0.21021170942266929 0.5777672199631285 2.1886789798736572 False 36 16000 9.533 14.78 3902.581 0.8105133038874163 0.35827116454605235 0.5430027676289902 2.4100770950317383 2652.7905 0.8778189178722843 0.20875776527742468 0.5675273799718535 2.2021689414978027 False 36 16100 9.427 14.95 3920.7302 0.8041084236224606 0.37343620379700365 0.5505309618565871 2.6453773975372314 2649.3813 0.8789987717223845 0.2079395253874367 0.5664349607348192 2.479314088821411 False 37 16200 9.617 14.63 3736.1868 0.811758175932571 0.36879869046062175 0.5477852923142611 2.416522979736328 2645.536 0.8806840012847347 0.21123020256882932 0.5674530716414602 2.2011139392852783 False 37 16300 9.421 15.05 3950.2197 0.8278741557828718 0.3453950646378874 0.5515790124426273 2.340583324432373 2893.9143 0.8939095821409202 0.18916145202940357 0.5671722356171315 2.1535441875457764 False 37 16400 9.352 14.43 3976.1663 0.8101885943591662 0.38148171274035036 0.5661596621104492 2.276226043701172 2668.3696 0.8843104257077734 0.21016860401854826 0.5782702927678416 2.0996274948120117 False 37 16500 9.56 14.83 4043.488 0.8073693672059038 0.3732305101769779 0.5480222684653341 2.3163866996765137 2698.4355 0.8807712401375594 0.20736409521150106 0.5630545691109197 2.127474784851074 False 37 16600 9.609 14.85 4001.329 0.8084217661933064 0.3769614783030517 0.5582724605016052 2.339647054672241 2627.311 0.8795486437983714 0.21338183106456626 0.5658895629735748 2.187755823135376 False 38 16700 9.488 14.64 3931.14 0.823776444285711 0.35693186477821603 0.5535504799938379 2.4907662868499756 2754.3667 0.8902017199550655 0.196570245194081 0.5762377258793305 2.263643741607666 False 38 16800 9.59 14.99 3746.79 0.8084753469381101 0.38275029232162744 0.5705915111900345 2.4794631004333496 2638.0842 0.8832965521666925 0.20853495609471226 0.5741543209055783 2.3032169342041016 False 38 16900 9.441 14.85 3715.0146 0.8123447494239404 0.3839119323171075 0.5729089194515109 2.278160572052002 2619.5535 0.8827540135757632 0.21580234811332913 0.5738288374702186 2.1286425590515137 False 38 17000 9.644 14.84 3635.8032 0.8043877494185231 0.3803917693450658 0.5646260648143568 2.2541770935058594 2572.8037 0.87774946894069 0.21471679100259353 0.5746288348953699 2.0868453979492188 True 39 17100 9.704 15.67 3658.7632 0.8037687101950084 0.3915634937216122 0.5750926245893977 2.332780122756958 2633.2786 0.8824542916258348 0.20999817259516 0.5793521879598851 2.173396348953247 False 39 17200 9.58 14.51 3514.9631 0.8239208939664256 0.35077878136671636 0.5490699129276884 2.7323062419891357 2649.4697 0.8878751077604661 0.1971207453769379 0.5697448397047994 2.5282230377197266 False 39 17300 9.403 14.82 3726.587 0.8001671626103941 0.3797879491199475 0.5767462921923195 2.208902597427368 2681.099 0.8825909698991619 0.19797711546675417 0.5708999108674924 2.098604917526245 False 39 17400 10.61 14.69 4132.278 0.8002318002278169 0.38752288097859183 0.574286699214872 2.282116413116455 2633.7395 0.8791556298029366 0.21062901700820688 0.5747434301159605 2.1640098094940186 False 40 17500 9.501 14.52 3762.7786 0.8019310609159523 0.39377071927630947 0.5887928068213789 2.2032415866851807 2580.191 0.8809305675871355 0.21237155021107243 0.5735378186682893 2.1255738735198975 False 40 17600 10.03 14.87 3484.0654 0.8163099957228798 0.3772097398048871 0.5867153462208266 2.3225672245025635 2684.99 0.8897420507245123 0.2018600897049893 0.5664467864025634 2.2222306728363037 False 40 17700 9.834 15.16 3609.4624 0.7985825756345408 0.39623188083642863 0.58060592190912 2.2263476848602295 2569.4497 0.8819728060575956 0.2058377665763471 0.571800120537583 2.129401445388794 False 40 17800 10.59 14.47 3754.968 0.7951203679045873 0.3981727987150902 0.5921175698954004 2.1479995250701904 2652.4597 0.8818039388109965 0.2042061932388332 0.5621664450498899 2.1261417865753174 False 40 17900 9.668 14.69 3584.3022 0.809398433453884 0.38459286750272265 0.5894262704307635 2.6220571994781494 2798.5747 0.8900433974907643 0.19495851902059844 0.5739360366011901 2.5068130493164062 False 41 18000 10.55 14.85 4115.2334 0.7959911321394557 0.40174066566808125 0.5951772055668165 2.1618638038635254 2594.8 0.8786869452876145 0.21406985431779135 0.5792555004226487 2.0860586166381836 False 41 18100 9.28 14.87 3956.9917 0.8246182425966471 0.3811823696996812 0.5857385985150362 2.2995364665985107 2718.8499 0.8934987191747098 0.20272060356738938 0.5726469520282972 2.1847615242004395 False 41 18200 9.73 14.81 4088.5522 0.7908534057047675 0.4081713426643402 0.6137794111157816 2.41058349609375 2641.0776 0.8803828718280184 0.20616159106909504 0.5737197340480308 2.386638641357422 False 41 18300 10.0 15.81 4315.703 0.8113992633216309 0.3489128418931348 0.5513778970080628 2.387488842010498 2742.5295 0.8809003508538085 0.19628189041074792 0.5526763577416419 2.2703399658203125 False 42 18400 9.677 14.72 4439.3403 0.7997866933349027 0.39125119870215763 0.5912501298335149 2.216684103012085 2668.3052 0.8806840622434923 0.20764148326400378 0.5697724775870104 2.1616036891937256 False 42 18500 9.436 15.04 4237.7407 0.8048094110756828 0.3786328948947874 0.5892774879710396 2.1950843334198 2716.3787 0.8825245771681961 0.20120155840981135 0.567897801149995 2.134854555130005 False 42 18600 9.791 14.67 3696.003 0.8249539302220283 0.3580997222975253 0.57291020326142 2.419196844100952 2710.122 0.8913801835021438 0.19510665440290634 0.5607992503721971 2.2872612476348877 False 42 18700 9.415 15.48 3869.403 0.8495143605648431 0.3209403020963046 0.5617993117166712 2.436566114425659 2847.2935 0.9032595254762463 0.17742962243700605 0.5714222779478866 2.2492659091949463 False 43 18800 9.696 14.79 3682.5327 0.8265285750793537 0.34033258678822115 0.5420625729695047 2.3566040992736816 2845.446 0.8899067386884425 0.18910893767731143 0.5530317794749497 2.1826462745666504 False 43 18900 9.47 16.81 7112.918 0.8108658726391074 0.34898724280913 0.5487936390143304 2.319550037384033 2741.265 0.8798575758296568 0.1969479299434199 0.5526192448699089 2.169351577758789 False 43 19000 9.921 14.84 4096.179 0.8485904039098265 0.3093573758249681 0.5395136924356155 2.422520160675049 2808.2283 0.8973100465577486 0.18179983695317725 0.5551061862919613 2.2208855152130127 False 43 19100 9.78 15.67 3619.5718 0.8057507807502919 0.381890471943875 0.5749118469943214 2.238306760787964 2672.5598 0.884194518947706 0.19967210864894075 0.570887411028226 2.117182731628418 False 43 19200 9.465 14.79 3713.1016 0.7952067306142833 0.3968804586103005 0.5923177733795532 2.2930147647857666 2614.4688 0.8808415226259022 0.20358220352701842 0.5715991135046948 2.2161152362823486 False 44 19300 9.545 17.36 3585.3472 0.8003303198463544 0.3838434610717251 0.5926061959637707 2.1822733879089355 2633.4077 0.8828349538993172 0.19873204586000412 0.5748482449995732 2.1037676334381104 False 44 19400 9.437 14.54 3731.8975 0.7997219177827718 0.39844829382873204 0.6053091882973265 2.1275033950805664 2673.96 0.8861590533410004 0.20058708715673695 0.5688391451576967 2.1294384002685547 False 44 19500 9.702 15.29 3389.3455 0.7989930984914987 0.4105669410576716 0.610569696729988 2.108518362045288 2623.1191 0.8837371619845106 0.2128431815412473 0.579752847232576 2.0782196521759033 False 44 19600 9.58 14.72 3554.176 0.7858746768655971 0.42148850580742503 0.6262109853267438 2.0336525440216064 2615.003 0.8812659852683135 0.2082252056330185 0.5787332761627842 2.0720036029815674 False 45 19700 9.418 15.72 3533.7402 0.7909451988289304 0.4142467348688725 0.6147790068138584 2.2733891010284424 2630.1008 0.8815449642804861 0.20837956545880285 0.5764474935692104 2.276162624359131 False 45 19800 9.536 14.86 3450.8647 0.7886791019366579 0.4137307515553751 0.6250063368645329 2.040112018585205 2604.3398 0.8803730786324315 0.2062829208714124 0.5844449375943308 2.0564539432525635 False 45 19900 9.722 15.37 3466.605 0.7826475958781193 0.42398510967875974 0.6406566519666446 2.032073736190796 2631.5002 0.8796133742043266 0.207498875086648 0.5730068806919053 2.1310830116271973 False 45 20000 9.525 14.79 3558.2212 0.7859817825586575 0.4270290269739401 0.6474099865197361 1.942557692527771 2676.1313 0.8830088365283089 0.20585625355984163 0.5697836121019666 2.0991716384887695 False 45 20100 9.742 15.49 3342.3516 0.7888301779867433 0.41616898118205614 0.6432891308681064 2.0558207035064697 2623.7393 0.8806637198022566 0.20681100322883336 0.5834284915568645 2.1361186504364014 False 46 20200 9.558 14.65 3872.8337 0.7816566831549028 0.4182091045707695 0.6479536449503294 1.9741122722625732 2736.943 0.8821663500757619 0.19675760598333775 0.5679858571096986 2.15027117729187 False 46 20300 9.706 15.14 4133.32 0.7704013449774431 0.43076262983941555 0.6623710088958261 1.9010502099990845 2696.7068 0.8773798853802375 0.19949511952884164 0.5715205086550366 2.1323344707489014 False 46 20400 9.161 14.7 4065.0432 0.7939874200560328 0.41510818445938213 0.664641840621954 2.099271297454834 2621.0696 0.8856878958717305 0.19998774361574553 0.5756708806443496 2.297055721282959 False 46 20500 9.721 15.39 3874.0454 0.7858094370896305 0.425282413367199 0.6468403459577227 1.9231196641921997 2587.3052 0.8802313410919128 0.20904568625201986 0.5770999294448572 2.0826332569122314 False 47 20600 9.536 17.04 3827.8967 0.781633902282891 0.4306944589925394 0.654991874952493 1.921639084815979 2586.3994 0.8792657943582409 0.21028873914335056 0.5621235696864032 2.153197765350342 False 47 20700 9.597 14.88 3760.594 0.7872626849617372 0.4177632775789812 0.6610071508149418 1.9089107513427734 2651.776 0.8813909947418366 0.20344596753223698 0.5767468692104203 2.078542470932007 False 47 20800 9.453 17.01 3501.1396 0.7977069655089295 0.41091524586572065 0.6410770942427512 2.010772943496704 2724.4626 0.8852509656341541 0.20396807278350457 0.5549429434092776 2.169222831726074 False 47 20900 10.22 14.51 3612.924 0.7765399694494808 0.4360705316097728 0.6803094371849637 1.9354063272476196 2592.9077 0.8775011958148113 0.21223949887525825 0.5709491443363753 2.1812407970428467 False 48 21000 9.539 15.36 3594.9946 0.7781581153881991 0.44126632608145033 0.6897141960376599 1.8538248538970947 2615.9531 0.8800233166800139 0.2105403067701054 0.5607366643488606 2.182605743408203 False