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 2.841 21.5 60832.8 0.9785359881156942 0.005576428594578151 -0.25434029975091904 89.92546081542969 25736.346 0.9792176889832679 0.002976345680202701 -0.3641121719379217 90.88801574707031 True 0 100 10.03 20.22 6041.8066 0.9728827940445599 0.032463364124340977 -0.4231255109510433 21.434974670410156 3913.7517 0.9722510767380089 0.036281373912772974 -0.5286532742499033 21.13637351989746 True 0 200 9.892 21.67 5712.5327 0.9675883186666802 0.05352013635206115 -0.4277371130012576 5.784535884857178 3759.1814 0.9675072897961665 0.05464263543484378 -0.5380824847917917 5.852323055267334 True 0 300 10.83 19.81 6604.3174 0.9667164744094976 0.03765077128316513 -0.4020015882774417 5.563243389129639 4220.0186 0.9666904065892115 0.03831771953664731 -0.521327571617335 5.688963890075684 False 0 400 9.727 20.48 5645.2524 0.9709078295421626 0.030814059940423025 -0.42678191220965944 6.668685436248779 4069.6711 0.969778250067648 0.03382501110674672 -0.5360639627495014 6.7938618659973145 False 0 500 10.1 20.34 5593.045 0.9717713210973022 0.031183721171124043 -0.4037190490287405 5.741488456726074 4168.8887 0.970742285350353 0.03321600335243258 -0.5266151892809867 6.032134056091309 False 1 600 9.599 24.89 5685.6665 0.9638414117202492 0.052401252600770075 -0.4259326503629404 7.760866641998291 3912.685 0.963880923529679 0.05221823029761443 -0.5417444211149278 7.874112129211426 False 1 700 9.682 19.88 4450.56 0.9597754119687991 0.07772506380687096 -0.35510258097952824 5.152773857116699 3363.9133 0.959890948741074 0.07631918445200382 -0.46864004646926877 5.274636268615723 True 1 800 9.86 20.96 4146.8325 0.9553223457600821 0.08058403154578428 -0.1410403703635639 4.933796405792236 3262.3796 0.9550032688874572 0.08123908864767779 -0.20771035440848107 5.0430731773376465 True 1 900 10.16 19.65 4425.554 0.9509219048952161 0.084586172505548 0.39312696048342516 4.23536491394043 3320.383 0.9518679614396498 0.08171702380355414 0.5067368883760456 3.9944441318511963 True 1 1000 9.849 19.91 5355.065 0.9579429054563953 0.06835253065279487 -0.418439688428953 6.496067047119141 3787.617 0.9582242713750434 0.0669967179170067 -0.5381570290617951 6.61344051361084 False 1 1100 10.1 21.2 4366.832 0.9507256082826308 0.08690591180409596 -0.352903638160133 5.213073253631592 3260.954 0.9502004204853576 0.08768471936512315 -0.45239258350437 5.366663455963135 False 2 1200 10.49 22.61 4275.3467 0.9541793092500471 0.08656578093640555 0.41821549640161243 4.286286354064941 3183.773 0.9541217003611246 0.08574195114120167 0.5233385493420151 4.097970008850098 True 2 1300 9.939 19.82 4477.6294 0.9589700475248428 0.0797396216992529 0.11697767292600676 4.9843645095825195 3323.0947 0.9585755217674514 0.07994033163233938 0.10732132911171385 5.0152082443237305 False 2 1400 9.855 19.89 4088.3806 0.9518743827290425 0.0858144816343483 0.39721396337168485 4.467057228088379 3140.5178 0.9516460408003294 0.08542990142028586 0.5016285072037665 4.288125991821289 True 2 1500 10.03 19.73 3837.69 0.9465979655053448 0.10783661549295122 0.4252519898898847 4.355799198150635 3005.0044 0.9475396190694836 0.1035871642823052 0.5301789080975253 4.065551280975342 True 2 1600 10.61 19.48 5636.452 0.9558877080621866 0.07364623768966291 0.4328492842026717 3.9282965660095215 4118.844 0.9572049080678201 0.06900544799609241 0.5395050006389174 3.5478622913360596 False 2 1700 9.174 20.26 3905.1584 0.9456978696139126 0.0997535304161268 0.43317934334974084 4.078089714050293 2980.4468 0.9461472083991966 0.09721120857936608 0.5370752836225967 3.8370139598846436 True 3 1800 10.2 19.75 3650.2273 0.9470928749819028 0.10858147136462727 0.4377418380307037 4.787491798400879 2975.915 0.9470890849026533 0.10700905166552886 0.5395228201887582 4.480882167816162 False 3 1900 9.765 29.78 3948.7212 0.9493930599045396 0.0999208759943854 0.43182832696924245 4.453230381011963 3079.496 0.9498167830808042 0.09763805336159755 0.5358439951953152 4.130552291870117 False 3 2000 9.749 20.0 3638.0796 0.9406153053095593 0.11257591824230337 0.4292917815227623 3.9430527687072754 2906.5144 0.941251159808957 0.10943323336796054 0.5338724218910821 3.5556344985961914 True 3 2100 9.968 19.31 3970.4448 0.9544164089823474 0.07606586633732224 0.43794836799700315 3.961395740509033 3281.584 0.9547273995352689 0.07294378729776517 0.546091520160617 3.6368398666381836 False 3 2200 10.1 19.61 3677.3796 0.9453130943336597 0.11195329116849588 0.4324849836964731 4.0398736000061035 2958.9712 0.945949151566799 0.10898812801971386 0.5382815014798429 3.7632625102996826 False 3 2300 9.579 22.38 3772.4065 0.9403202937966139 0.11324150291050974 0.439129573964933 4.025571823120117 3018.7183 0.941471984961223 0.10894652205813225 0.541310968623301 3.690412998199463 False 4 2400 9.724 20.54 3576.151 0.9428437991858656 0.09911299355569518 0.44219477601448537 3.8873884677886963 2945.2166 0.9436575041816968 0.09577298876907252 0.5462684495168613 3.4469897747039795 False 4 2500 9.616 20.89 3234.4973 0.9292727976347123 0.13283480823932767 0.4403397601782891 4.0339484214782715 2688.1978 0.9309355921221287 0.12751480859651843 0.5390201739994255 3.67295503616333 True 4 2600 10.04 19.95 3661.4543 0.929276404121942 0.1328838390972063 0.45880064786157976 3.842071533203125 2656.926 0.9310332859494197 0.12752967084380948 0.5575793446486116 3.4645724296569824 True 4 2700 9.638 20.85 3519.4373 0.9306361576551173 0.12614012414752448 0.46449313319935315 3.8033125400543213 2678.1455 0.9314803781690878 0.12310173178046477 0.5620897498105827 3.3888559341430664 False 4 2800 9.783 19.67 3685.811 0.9455925522024726 0.09133872774712697 0.4484099979803608 3.9801318645477295 3073.1853 0.9451213117203929 0.09138932795556712 0.553943842943797 3.6222381591796875 False 4 2900 9.777 19.71 4725.2544 0.963151071983448 0.06011167347018547 0.47357934371276234 3.8248987197875977 3908.7102 0.9626372108042534 0.0616617774454722 0.5745780859731956 3.4581007957458496 False 5 3000 9.715 19.38 3192.2559 0.9328970812320635 0.12313648520980248 0.48003429636387246 3.7426366806030273 2708.3047 0.9334177667037352 0.1214076344501138 0.5761679734867873 3.3175268173217773 False 5 3100 9.825 22.08 3532.9265 0.9330849559938261 0.13239513410550152 0.4527953466715907 3.8905563354492188 2756.563 0.9348101323763561 0.1264748720579826 0.5586041148000584 3.5152270793914795 False 5 3200 9.699 21.12 3278.0398 0.9276037183831302 0.13243638001700161 0.4720182396590164 3.750941514968872 2656.8882 0.9295433971714073 0.12708746843688978 0.5742596956386201 3.2901058197021484 True 5 3300 10.2 20.0 3232.8545 0.9304372628743327 0.1307419790999718 0.4822155461221567 3.784940481185913 2706.1162 0.9319550094540605 0.12506733205573997 0.579757812397118 3.4136743545532227 False 5 3400 9.542 19.91 3453.9404 0.9316298604915315 0.12825651762619567 0.4753786838167342 3.735286235809326 2654.303 0.9331730134905346 0.12246266855493078 0.574558116585475 3.3227427005767822 False 6 3500 10.38 19.66 4981.7734 0.9299575031491364 0.1304150438538186 0.48147400140934504 3.7515201568603516 2618.7646 0.9311870298109263 0.12702210487812704 0.5774809908577736 3.3593523502349854 True 6 3600 10.05 20.0 4154.3516 0.93516928986311 0.11405940771153089 0.45569294898924173 3.830461263656616 2913.5403 0.9355513281061797 0.10939501278937286 0.5575011176188882 3.4420700073242188 False 6 3700 9.871 20.23 3860.688 0.9293056143460638 0.13175342302376153 0.45381483443782983 3.8455309867858887 2647.183 0.9305001047614909 0.12582695356591228 0.5619184195576393 3.359933376312256 False 6 3800 9.679 23.61 3594.7205 0.9356207661505309 0.14034144226938838 0.4591005876601245 3.824779987335205 2718.315 0.9361864725566417 0.1353710261461806 0.5688200307321407 3.3191566467285156 False 6 3900 9.73 19.85 3148.4534 0.9250020350294138 0.14270848189182483 0.47568757534776657 3.7833845615386963 2608.8335 0.9266549644639747 0.13720773192579316 0.5760087947261129 3.3336780071258545 True 6 4000 9.831 21.26 3411.4382 0.9234209016725012 0.13809459817618044 0.5028570631202844 3.6566507816314697 2660.2476 0.9271320420684884 0.128331787164587 0.5962086818761215 3.231358766555786 False 7 4100 9.568 19.54 3234.9653 0.9160691180753711 0.15336679995455565 0.49491711683538603 3.6980438232421875 2484.2039 0.9191792581761417 0.14395803335343274 0.5928266059384365 3.2359421253204346 True 7 4200 10.08 19.56 3187.2473 0.9208727148619483 0.1480846711724558 0.5053525007516239 3.662475824356079 2476.024 0.9239116010017332 0.13875683702011454 0.6028069156863751 3.2111990451812744 True 7 4300 10.05 19.72 2903.989 0.9233335287654152 0.1607209973446348 0.5027389165677789 3.6063499450683594 2533.806 0.9254185107361206 0.15289938152336008 0.5992522580238321 3.155229091644287 False 7 4400 10.7 19.99 3584.3733 0.9262842875320089 0.1423636223599501 0.4653538096745426 3.8635525703430176 2680.0964 0.9286158677823396 0.13440170062783077 0.5599753668009626 3.520691394805908 False 7 4500 9.695 20.94 3389.1497 0.9228783595712672 0.15188821355531526 0.5135591920223388 3.6069562435150146 2519.5032 0.9251437979091595 0.1446937199954988 0.6022767033188956 3.237684726715088 False 7 4600 9.756 20.46 3384.271 0.9145397117883209 0.1584262651012021 0.5262810771886094 3.4905381202697754 2461.582 0.9182069080799516 0.14807200068593016 0.6135057721739795 3.0833048820495605 True 8 4700 9.915 21.7 3264.485 0.93689425997365 0.12990168516049358 0.5049718214015446 3.676377058029175 2767.1914 0.9376643558818794 0.12687332361758666 0.600729908734932 3.3235299587249756 False 8 4800 9.473 19.4 2968.6204 0.9250349783504805 0.15435592186601366 0.4840986508512547 3.7450082302093506 2578.1343 0.9268141343041113 0.14715075731118135 0.5880783476968309 3.315640687942505 False 8 4900 9.683 19.84 2846.6873 0.9146616327548255 0.15996414356613353 0.494659151184467 3.709144115447998 2452.429 0.9181284826988251 0.1512257170317558 0.5936650408380995 3.2255399227142334 False 8 5000 9.996 19.78 3090.6482 0.9130891382866745 0.16149024502596193 0.5299184559756179 3.5629208087921143 2401.0037 0.9172208183985872 0.150101428327118 0.6206557849726687 3.169262170791626 True 8 5100 10.13 36.48 3025.851 0.9101851560175103 0.16522416921377414 0.5373640231235474 3.4345943927764893 2376.0757 0.9152454766852689 0.15217647354748565 0.6241692920947851 3.0194694995880127 True 8 5200 10.15 19.36 3297.6904 0.9324263297017548 0.12751342360077356 0.47130676935841587 3.988572597503662 2775.3857 0.9350422205681396 0.12066351096539428 0.5642552773522551 3.7582027912139893 False 9 5300 9.536 20.85 3162.4878 0.9270508485570669 0.13272638161915015 0.49338768534224087 3.776672601699829 2718.307 0.9307343124072811 0.12270844750931288 0.5863416758214068 3.421583890914917 False 9 5400 9.664 19.45 3224.1553 0.9190842887483524 0.1508831603492054 0.5070830357713383 3.611586332321167 2519.8635 0.923198121372718 0.14027827836265536 0.5987445643835517 3.2393834590911865 False 9 5500 9.611 19.89 2975.791 0.9188452725290118 0.1646450174002974 0.4964060137718451 3.635378122329712 2428.4639 0.9227416531033521 0.15373303758433898 0.5923314560392592 3.2125821113586426 False 9 5600 10.05 21.06 3052.1567 0.9086446768194494 0.17130896417535466 0.522944452237708 3.5099070072174072 2354.525 0.9147466948773945 0.1574853429725085 0.6130818035933298 3.096304416656494 True 9 5700 10.08 24.49 3483.7563 0.91305853347046 0.15111253764900764 0.4910528073551558 3.666041851043701 2533.7612 0.9181616300418092 0.13882199707756154 0.5851830089026867 3.263932704925537 False 9 5800 9.7 19.88 3105.4253 0.9118153754302487 0.16789658644222158 0.5076018859656904 3.5839784145355225 2409.2222 0.9167829604227127 0.15451568246900457 0.6041943641858191 3.1502370834350586 False 10 5900 9.635 20.89 2717.9187 0.9161350585759157 0.17178813133196533 0.53012333019378 3.7895443439483643 2374.6204 0.9201850988972556 0.15991378133206455 0.6194134746231983 3.4385790824890137 False 10 6000 9.607 18.99 2625.1057 0.9134395331510274 0.17697085946650498 0.537117497881668 3.593160390853882 2353.921 0.9183893115332286 0.1634872306222427 0.6250195012758055 3.2218713760375977 False 10 6100 9.515 19.57 2667.083 0.9118247922350559 0.17001789027892508 0.5279272500155924 3.585655927658081 2388.9543 0.9159744455562713 0.15906562203133864 0.6162625610608783 3.1414108276367188 False 10 6200 9.36 19.05 3371.7576 0.9227888896845999 0.16514345922450427 0.49531585447087806 4.540356159210205 2552.023 0.9273309253175844 0.14994511222116735 0.5923164481353226 4.211974620819092 False 10 6300 9.184 19.96 3331.601 0.9155945011165969 0.16890747698012254 0.5322232925035548 3.582859754562378 2364.3447 0.9201131936018104 0.15766087010993188 0.6219341949640976 3.2126312255859375 False 11 6400 9.297 19.26 2946.327 0.9202976094120988 0.16347989204725255 0.5300484000340473 3.4803831577301025 2400.1235 0.9237025921817381 0.15393516939729157 0.6200298985594809 3.0730276107788086 False 11 6500 9.535 20.16 2911.4048 0.9239445474262851 0.1643658789350347 0.5294071904263487 3.542337656021118 2449.83 0.927926652104766 0.15047168635276023 0.6211449476039738 3.177546262741089 False 11 6600 9.927 24.28 3432.6619 0.9102713817410554 0.1687665015332469 0.5247551014042923 3.652893304824829 2365.1104 0.9157394755404472 0.15407939247547994 0.6137661073426341 3.1578617095947266 False 11 6700 9.617 20.59 3157.0867 0.9029533017303597 0.18221799979124859 0.5520767911260066 3.3889729976654053 2253.2327 0.910491125536654 0.16401566820598415 0.6352080305868191 2.9922068119049072 True 11 6800 10.02 30.32 3145.697 0.9006700558756662 0.18138270688395658 0.5533162069400314 3.366820812225342 2348.8154 0.9088469352242048 0.16128732016452485 0.6364436111020123 2.9821085929870605 False 11 6900 9.568 19.41 3470.4312 0.9055180402065898 0.16923218351799832 0.5518211970277714 3.5028584003448486 2311.8489 0.9129487718753192 0.15092818794983534 0.6377414358512289 3.1048316955566406 False 12 7000 9.216 20.06 3153.7192 0.9253285492543631 0.17014766802691392 0.5460796620463011 3.476879835128784 2488.5593 0.928926772014732 0.15597336496265196 0.6341318894813138 3.1058340072631836 False 12 7100 10.08 19.75 2640.0154 0.9055645704469458 0.1784903199700761 0.5506461960826033 3.4751627445220947 2328.8696 0.9115788007493782 0.1629255997377204 0.6370112648547739 3.0356192588806152 False 12 7200 9.594 19.86 2421.864 0.9214114974679097 0.17676276421045117 0.5354257247092359 4.942014694213867 2431.5554 0.9257670421911042 0.16184817338027233 0.6244130511015241 4.649651527404785 False 12 7300 9.757 20.73 2109.2603 0.9014309234733217 0.18587566922257123 0.5569102452627342 3.3549318313598633 2242.974 0.9096806058365661 0.16655336589746508 0.6416647512491719 2.965038299560547 True 12 7400 9.593 21.17 2287.1729 0.9000146672541172 0.18458254826121848 0.5566541073816493 3.3935139179229736 2330.2104 0.9099668610830112 0.16125299684409122 0.6383155026018542 3.001981735229492 False 12 7500 9.628 19.77 2248.4282 0.8996792317592386 0.1812378037191136 0.5649276023870856 3.342791795730591 2302.2185 0.9100137347118964 0.1580398980390109 0.6482632943197681 2.9196271896362305 False 13 7600 9.51 21.69 2781.9055 0.8978706846082724 0.20095617625156545 0.5657515390537797 3.298258066177368 2206.8733 0.9070337437711342 0.17837293268157015 0.6485824418281173 2.883652448654175 True 13 7700 9.986 19.33 2658.6572 0.8928751362460698 0.19869792262591685 0.5784907725826858 3.220795154571533 2178.9846 0.9039600774784531 0.17320862126746414 0.657528857832312 2.828059673309326 True 13 7800 9.706 19.65 2370.4438 0.8945180981624639 0.19758095442296697 0.566614765890022 3.289036273956299 2232.464 0.90571463984456 0.17248587243103844 0.6483544959761791 2.8875293731689453 False 13 7900 9.62 18.97 2801.1775 0.9156526622844191 0.18014350899571033 0.5308195113027758 3.5561764240264893 2406.945 0.9220270622454789 0.15989353083134464 0.6204518930350427 3.170830488204956 False 13 8000 10.33 19.81 2660.288 0.9039791382956047 0.17979374505905618 0.5523723399675655 3.7076594829559326 2307.7979 0.912650488401306 0.15815038130130915 0.6351691794904175 3.3278377056121826 False 13 8100 9.755 19.53 3136.886 0.9267468698076315 0.1551574282498624 0.5552734866271803 4.4299774169921875 2740.4333 0.9311262613105274 0.1391541002295908 0.6405360670846634 4.1198320388793945 False 14 8200 10.02 20.99 2481.0325 0.9040516106363474 0.19421208197937742 0.563860851574594 3.3532795906066895 2266.2668 0.9114183511850369 0.17364248751704062 0.6455705808341191 2.987919807434082 False 14 8300 9.624 22.68 2575.048 0.8970498006828523 0.19275329338322167 0.5615673774760935 3.317183494567871 2245.0076 0.9050457125112359 0.17242530469239553 0.64564760471808 2.888580560684204 False 14 8400 9.915 20.07 2672.4087 0.9087211529450662 0.19223150484348064 0.5575519425072907 3.5858330726623535 2247.345 0.9145891915546446 0.17384871641239674 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0.6887853594733847 2.6753063201904297 False 28 16500 9.329 19.69 1673.6431 0.8394548412917471 0.2982582781671254 0.6327867999861939 2.9189798831939697 2002.3982 0.8833523214930387 0.20264470418702252 0.696281703346951 2.5722405910491943 False 28 16600 9.53 19.45 1623.2303 0.8371375453934288 0.30424072550275927 0.6357350268534767 2.9913511276245117 1974.2662 0.8833790627968894 0.20355532453087066 0.6969649589661228 2.6394338607788086 False 28 16700 9.104 19.66 1733.7527 0.8490737844127729 0.29372628733363754 0.6285234171618632 2.9361982345581055 1991.6982 0.8869962720479595 0.20695913539589297 0.6947734374544109 2.586352825164795 False 28 16800 9.488 19.38 1862.124 0.8426917614503978 0.29370110558689727 0.6378582460157196 2.913421154022217 2008.974 0.8863447165081517 0.19870517799069276 0.6988957970857542 2.6105122566223145 False 29 16900 9.38 19.65 1593.3455 0.85660851062639 0.2929764885835326 0.6350153360328015 2.973191022872925 2023.964 0.8918268721637465 0.2067485164180545 0.6989276044633668 2.6682543754577637 False 29 17000 9.519 18.9 1618.8041 0.8374242893300649 0.29592368925878937 0.6412065708114497 2.879608631134033 2017.1487 0.8822527477110874 0.19894219281058353 0.7009431495251114 2.5442161560058594 False 29 17100 9.42 19.74 1816.8712 0.8525376242131112 0.29056120134642943 0.639321248692983 2.9655234813690186 2073.1125 0.8898611652600936 0.20126502846741076 0.701437400261111 2.679948568344116 False 29 17200 9.517 19.51 1762.2239 0.8428892865814731 0.2876578425409609 0.6314502657813782 3.038032293319702 2059.6008 0.8839561330440203 0.19651197767657397 0.6927043572027283 2.74906849861145 False 29 17300 9.442 19.22 1664.4574 0.8357730015950185 0.30797551818741803 0.6371817571307625 2.8895556926727295 1975.9331 0.8812733805939721 0.2089215969545113 0.6977172967856778 2.5756592750549316 False 29 17400 9.515 19.26 1720.0991 0.8401766962604107 0.3091457491475046 0.6444388029554099 2.8840506076812744 1988.8356 0.8863399605019939 0.20536821209452907 0.7004951417906841 2.588136672973633 False 30 17500 9.284 19.67 1616.372 0.8376320734010883 0.31041818927707837 0.6419629297283072 2.857675075531006 1989.4615 0.883026873306704 0.20935439923395213 0.6986924706274713 2.557166814804077 False 30 17600 9.52 19.05 1691.3704 0.8448244019701394 0.30359249228044183 0.6412390255800617 2.8803205490112305 2000.8884 0.8883561829085261 0.2044272887644345 0.6955000668055725 2.6041557788848877 False 30 17700 9.76 19.48 1608.6824 0.8350926183566311 0.31494651663148737 0.6422392646554775 2.8802897930145264 1973.7142 0.8838527878362823 0.20801118516153155 0.6942798408175236 2.6185319423675537 False 30 17800 9.54 19.19 1608.3481 0.8330667574192725 0.31191666693674663 0.635572240122338 2.883307695388794 2047.8555 0.8831754158731263 0.20227230452180936 0.6930504127582494 2.5404059886932373 False 30 17900 9.657 19.69 1696.8817 0.8352907516822873 0.3171912474728216 0.6510848927664721 3.65726637840271 2025.0345 0.8841586687535831 0.20828904931845793 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0.7002722605507836 2.5665571689605713 False 31 18500 9.531 19.46 1476.273 0.8310326744381531 0.3170968915262069 0.6326982208600669 2.8965001106262207 2014.9904 0.8815269578085003 0.20555985692798526 0.6940799135750358 2.558137893676758 False 32 18600 9.399 22.86 1501.3632 0.826158353524926 0.32217175962282485 0.6444799984095415 2.8375654220581055 1997.1844 0.8801083736355227 0.20589526254104387 0.7001349018792576 2.5337369441986084 False 32 18700 9.54 19.57 1615.1509 0.8313366031967163 0.32015521008341313 0.6393955109410425 2.8916609287261963 1984.2878 0.8830936176430535 0.2069187667092592 0.6948233643600749 2.6102519035339355 False 32 18800 9.509 19.04 1597.9598 0.8445393923422644 0.31271169382713204 0.6405594780312381 2.9340529441833496 2012.4146 0.8887214899420636 0.2059426157538553 0.6953986267559926 2.6468467712402344 False 32 18900 9.547 20.25 1591.6431 0.8313722986448842 0.3235433420058993 0.6491966949842274 2.8599014282226562 1954.6194 0.883647672851431 0.20700343532544058 0.7014471744082216 2.5781803131103516 True 32 19000 9.879 19.51 1801.1586 0.8506225865896738 0.27389775182724274 0.6251093863972386 2.985405445098877 2117.4006 0.8891250231715819 0.1846206946248948 0.6879397897083251 2.6778838634490967 False 32 19100 9.587 19.41 1863.1848 0.8453961047674038 0.2913192828582954 0.6337257392151157 2.899937152862549 2040.7635 0.8875730081058735 0.19442093199956212 0.6961831485234342 2.5452468395233154 False 33 19200 9.45 21.49 1613.5459 0.848144624225204 0.302872782467117 0.63992125445703 3.155795097351074 2013.741 0.8909621962072076 0.20037412965504195 0.6942253250011873 2.847731351852417 False 33 19300 9.505 19.25 1675.7279 0.8443672266355313 0.2975578813926486 0.6374826999597183 2.95815110206604 2051.0618 0.8863666645781553 0.19988598558057696 0.6983116390824197 2.6755471229553223 False 33 19400 9.34 19.58 1723.245 0.8416949460566877 0.3092054749564369 0.6390641179105109 2.8788044452667236 2024.0446 0.8886347811119226 0.1997762499873743 0.6968802481149488 2.585891008377075 False 33 19500 9.585 19.71 1475.5348 0.8413859929404907 0.3163944802033948 0.6342389138014074 2.8916561603546143 1997.4851 0.8872266056232241 0.20928957722845326 0.6939200511984842 2.5711240768432617 False 33 19600 9.369 19.78 1398.9971 0.8281506516473014 0.3250284156840019 0.6488179005408884 2.8154871463775635 1975.0322 0.8826460967489372 0.20721315976312119 0.7027854934291143 2.531827926635742 False 33 19700 9.492 19.68 1587.8153 0.8320840421086713 0.3173099843990543 0.6492283409157918 2.844121217727661 2032.0537 0.886214273622612 0.19940123087334136 0.698851739108694 2.5998828411102295 False 34 19800 9.422 19.64 1630.0022 0.8371720594638257 0.3103319897163682 0.6456190850552238 2.8639261722564697 2008.5409 0.8860348421250829 0.2006015358753966 0.698427256622383 2.605635404586792 False 34 19900 9.513 19.52 1646.3887 0.8437038593356889 0.3145788858898947 0.6428306321048967 2.8694064617156982 1994.5588 0.8894621832624323 0.20556044221720943 0.6966654193253802 2.597799062728882 False 34 20000 9.513 19.7 1581.1783 0.8514159049038491 0.31089148042477227 0.6459615323867941 3.2456977367401123 2069.9143 0.8932253058229365 0.20673038133230054 0.7010211575512851 2.9868996143341064 False 34 20100 9.526 19.54 1498.4194 0.8289104805599913 0.3240008052924553 0.6531055289032062 2.773716926574707 1979.3448 0.8843408034094624 0.20301814183041567 0.7015265216362339 2.515961170196533 False 34 20200 9.31 19.65 1355.3718 0.8315493584805966 0.3278040274437697 0.6534190676547392 2.8107707500457764 1994.0116 0.8854026224623895 0.20722384158160284 0.703955332515367 2.5368454456329346 False 34 20300 9.058 19.15 1577.0331 0.8251485742031515 0.32758241940457544 0.6555289749309481 2.772129774093628 1996.6682 0.8828525163389493 0.20256048185404563 0.7020985617216743 2.528520345687866 False 35 20400 8.671 19.21 1479.1478 0.8192895599511528 0.341128344651536 0.6552960195272909 2.755364418029785 1979.1783 0.8803030438459089 0.2099242382939062 0.703068754464316 2.4896903038024902 False 35 20500 9.589 19.49 1425.3827 0.8227092189618866 0.3413307202541608 0.6621861448483586 2.8434946537017822 1980.9001 0.88302565287985 0.2091863338133855 0.7052160521699065 2.63128924369812 False 35 20600 9.491 19.71 1320.971 0.8277128084083373 0.34157687892924177 0.6605053518301488 2.828296184539795 1997.3234 0.8868044209095287 0.20764424377507357 0.7027889776316922 2.6231374740600586 False 35 20700 9.513 19.6 1359.7161 0.8205103891242733 0.3439456677773601 0.6574837664378751 2.7908554077148438 1996.3391 0.8836818645381738 0.2065807794138046 0.7002331302670024 2.5722169876098633 False 35 20800 9.313 19.41 1382.555 0.8351928457996045 0.3248110261989271 0.6603731630273965 2.743595600128174 2040.1097 0.8901359199042324 0.2000530511342549 0.7045447163554276 2.508063554763794 False 35 20900 9.502 19.63 1421.1908 0.8265949008017257 0.32871556545614056 0.662166227433949 2.744385004043579 1978.9913 0.8827391720374348 0.20332834380651807 0.7080068172197663 2.5081663131713867 False 36 21000 9.283 19.66 1377.7563 0.8329851316821304 0.32380370896963234 0.6501810383494486 2.8047611713409424 1969.1733 0.8831929566104646 0.20866711921371037 0.6999667310262063 2.5292468070983887 False 36 21100 9.509 19.53 1411.5758 0.8309222849892415 0.33132611203591444 0.6515265611741373 2.800182342529297 2059.6584 0.8880623007256399 0.20029434081010244 0.696980817461662 2.5598297119140625 False 36 21200 9.465 19.69 1423.2406 0.8307737965215759 0.3393812861409172 0.6607843081914521 2.8899664878845215 2019.2668 0.8886190065776886 0.205286713542611 0.7012997059302204 2.6915626525878906 False 36 21300 9.538 19.49 1633.0542 0.825292058763638 0.32345016289814954 0.6545049363912695 2.8314244747161865 2016.4067 0.8803984746871993 0.20341729421521132 0.7063899951832531 2.5740067958831787 False 36 21400 8.354 19.7 1590.9504 0.8330802000981495 0.3295200249707776 0.6562117118391109 3.146822929382324 1976.9105 0.885473615715616 0.20812557824999792 0.7031034754170654 2.9146461486816406 False 37 21500 9.453 19.75 1638.1969 0.8218768864020001 0.33206304246459994 0.6661439125912243 2.7983906269073486 2008.386 0.8840302805968137 0.19575905404919888 0.7030204564094468 2.6143336296081543 False 37 21600 9.625 19.8 1589.613 0.8270634964891221 0.3340619622046709 0.666918350144742 2.728039026260376 1980.2251 0.8857136993754625 0.20094794835829954 0.704903228957914 2.531405210494995 False 37 21700 9.507 19.05 1492.9985 0.8384001801649118 0.317918345471321 0.6535726903467655 2.828032970428467 2033.0999 0.8882415873430846 0.20069352470466603 0.7006556207227019 2.574749708175659 False 37 21800 9.293 19.23 1649.4913 0.8199469360713744 0.32336201951324234 0.6599704911517444 2.7768828868865967 2076.7783 0.8829803628895703 0.19146702895436338 0.7022512619355148 2.535526990890503 False 37 21900 9.479 19.13 1529.7893 0.8255071425982626 0.3357609200808523 0.6636821148617986 2.859621524810791 2020.3 0.8848082589247708 0.20357609063494211 0.698593760487532 2.6631622314453125 False 37 22000 9.323 19.61 1476.3842 0.8278309723350399 0.3455621669935682 0.6718225987087088 2.7024176120758057 2009.1566 0.8879524314717931 0.20566568431850035 0.7006268815795903 2.5705714225769043 False 38 22100 9.45 19.42 1475.7974 0.8151253868915946 0.347082950428814 0.6747406303895152 2.637582540512085 2010.6683 0.8817076938695858 0.20333452106320907 0.7017701214161938 2.500882625579834 False 38 22200 9.417 19.62 1578.2141 0.815933319281147 0.3461062402681624 0.6757695555706662 2.653280258178711 1993.4012 0.8804256191621697 0.207463129941714 0.7038582036666712 2.518019676208496 False 38 22300 9.515 18.85 1495.6014 0.8218439940434697 0.337583222493409 0.6735711115666023 2.6559324264526367 2108.1458 0.8854410406569942 0.19847552962926895 0.7054245841636757 2.480875015258789 False 38 22400 9.617 19.79 1594.8007 0.8140314822991246 0.33990860932221584 0.6755595883197923 2.638148307800293 2033.5316 0.8820834446613485 0.19645522464709167 0.711449823846883 2.428539991378784 False 38 22500 9.017 19.38 1425.6512 0.8282377963244818 0.33917493820962075 0.671264621733125 2.7035045623779297 1973.7676 0.8848736595871942 0.2075008294743075 0.705907681745583 2.526459217071533 False 38 22600 9.378 19.65 1743.9634 0.8175727727513112 0.3414020399963886 0.6808896399821838 2.6267597675323486 2039.2029 0.8829746116179467 0.19841244144991066 0.7062037727767215 2.5114595890045166 False 39 22700 9.431 18.9 1775.1868 0.827496886572101 0.3185805140543706 0.6556928809243889 3.1120119094848633 2076.0066 0.8850495451368511 0.19119405109824086 0.6928592001195385 2.9185538291931152 False 39 22800 9.26 19.56 1531.4607 0.8386728525546744 0.3317281675315069 0.670874361720905 2.7274348735809326 2037.321 0.892914568949112 0.19930864913869561 0.7037997653099243 2.577420949935913 False 39 22900 9.472 21.05 1464.5403 0.8136404457344091 0.3551118446436746 0.6810478399492971 2.6315746307373047 1993.7195 0.881604170020436 0.2063471283537126 0.7024084567090564 2.521360397338867 False 39 23000 9.638 19.65 1424.7108 0.8153549600943004 0.3535786291770054 0.6765879157027296 2.6876447200775146 2018.5725 0.8828723181559426 0.2040738788434111 0.7066343499816575 2.5376639366149902 False 39 23100 9.509 21.65 1462.8527 0.8161219673515336 0.34412124137118555 0.6837576951715997 2.6413230895996094 2024.5471 0.8838268225038232 0.197025083019036 0.7107737942715827 2.5181524753570557 False 39 23200 9.652 19.59 1376.0895 0.8197421602402427 0.3561788143539363 0.6794673091461617 2.734407424926758 1951.6859 0.8844366219641128 0.20698602877738634 0.7038602570715161 2.618835926055908 False 40 23300 9.444 19.38 1498.6312 0.8105768792862451 0.3625505659556241 0.6834073529215948 2.6585564613342285 1983.1443 0.8801711679898163 0.20994378533166305 0.7098116213056508 2.5121705532073975 False 40 23400 9.411 19.16 1449.5841 0.8242389344041466 0.3453688572765315 0.677304685772193 2.660627841949463 2014.7719 0.8875260030975062 0.19908692633996827 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