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 1.967 27.8 61036.977 inf -0.004207146021512264 0.048581345253907164 262.4118347167969 55570.566 inf -0.0018683937858510198 0.03837259745013558 263.4500427246094 True 0 100 9.912 25.34 7149.6724 0.9684806368215447 0.041639377882962174 -0.012481129417097017 10.637184143066406 3717.4702 0.9690046742158627 0.0420967418766354 -0.04375474757860066 10.219430923461914 True 0 200 9.744 26.9 8547.06 0.9679545215320562 0.03404582106729671 -0.262627797744948 17.313032150268555 3933.1858 0.9683947372045557 0.033425686451648264 -0.3671807373886509 16.769176483154297 False 0 300 9.583 24.91 6793.7427 0.9658859860582095 0.05049101075734823 -0.2796450882802454 6.345434188842773 3752.1792 0.965533566566167 0.05586919928348831 -0.3808190359331331 5.939904689788818 True 0 400 10.15 25.25 7575.512 0.9741820092294283 0.012248831689850007 -0.24264536952959406 18.322250366210938 4349.727 0.9743086920907598 0.015097572740591397 -0.34079821252837583 17.728652954101562 False 0 500 9.079 24.39 8135.6597 0.9710920974805156 0.022575705480394954 -0.22696043697468035 13.8190336227417 3905.0156 0.9717450497932315 0.02128872194035761 -0.32646208568750607 13.27640151977539 False 0 600 9.914 25.52 7657.976 0.9779071602006435 0.0032294163552097424 0.20847440349841756 20.870656967163086 5370.401 0.9780509121508284 0.005689505038649545 0.24807071174271603 20.337295532226562 False 0 700 9.02 24.94 6029.8047 0.9693818697516747 0.03647986993637165 -0.23700212646925856 2.721710681915283 3846.886 0.9692901207975102 0.04062539490625134 -0.3444106811160979 2.5644454956054688 True 1 800 10.7 28.02 7655.16 0.9727515796128867 0.016555814112232857 0.24874536241670678 19.786415100097656 4050.4685 0.9735205702265775 0.014559759647114156 0.3207858507557884 19.322309494018555 False 1 900 9.557 25.37 5990.412 0.9735031900643235 0.014675058162463969 -0.20097303728522956 2.3997113704681396 4405.2803 0.9736174091180131 0.017963088574072816 -0.302216896770732 2.30228590965271 False 1 1000 8.237 24.16 5567.804 0.970195678167586 0.027214573583812435 -0.2452591246451852 4.966588973999023 4003.4434 0.9701006667576422 0.03155359400016481 -0.351292421555128 4.644092559814453 False 1 1100 9.572 26.93 5503.1147 0.9669170196677546 0.041801907140682264 -0.264196973845944 3.4801647663116455 3567.2285 0.9670589402399452 0.04305422271068324 -0.3600245244160319 3.406261920928955 True 1 1200 9.909 26.17 5762.894 0.9677167049596235 0.042520340854924385 -0.2051312150393491 2.7688488960266113 3631.999 0.9678811111835006 0.04563044320398709 -0.3148825740035009 2.590691089630127 True 1 1300 10.61 24.79 6464.428 0.975000219837929 0.014298127804066285 -0.23896323367193925 6.243569850921631 5099.3516 0.9748775466050937 0.017912893426769994 -0.3322403975421531 5.845595359802246 False 1 1400 9.706 26.53 4799.018 0.9627615479020494 0.06277528816536605 -0.20100932092408838 2.706040859222412 3510.9282 0.9619410488278555 0.07044266908295505 -0.2920385588266858 2.5768346786499023 True 2 1500 10.26 25.79 5214.7563 0.9641577305891125 0.043915300405818 -0.04008947278629558 2.3444764614105225 3651.6294 0.9640649118003806 0.04557165363284335 -0.10773579044650185 2.224430799484253 False 2 1600 9.68 31.15 4694.3784 0.9630214281744013 0.06420067996272263 -0.1947879028168095 2.524600028991699 3554.0435 0.9626776128239848 0.07049100312322341 -0.3039780803374864 2.4464964866638184 False 2 1700 10.19 24.62 5286.2476 0.9669018205645463 0.040920281163487664 -0.12150214305015986 2.8235535621643066 3838.2607 0.9666525882222291 0.04546836356211186 -0.22726462451045495 2.6308436393737793 False 2 1800 9.629 31.5 4874.7593 0.9607011340465595 0.05965430537055353 -0.16022219108946242 2.759782075881958 3453.5325 0.960113161947708 0.06394675155689197 -0.24416716144435494 2.5862698554992676 True 2 1900 10.27 25.11 4666.63 0.9593228832646769 0.0699700812443537 0.20325199770636504 2.1304991245269775 3504.8848 0.9583106526235198 0.07689927784939596 0.2553154930033521 1.9299228191375732 True 2 2000 10.11 28.65 4654.9424 0.9576962268850086 0.07540102142989638 0.16606329031745215 2.369858741760254 3304.6357 0.9572435437466844 0.07904472490863473 0.21474907565792553 2.1554973125457764 True 2 2100 10.81 26.75 4991.9575 0.9665883585057506 0.047756134897805204 0.1636548767916968 15.15461540222168 3586.7007 0.9672753661019822 0.04698854534061825 0.1868139342804649 14.686749458312988 False 2 2200 9.634 26.79 9424.61 0.9757029353473484 0.01667535159757939 -0.2135975693561696 3.6640095710754395 8464.11 0.9759261601683011 0.019459902720547533 -0.3016816277633708 3.4937121868133545 False 3 2300 9.381 24.98 5069.408 0.9664503309290293 0.04557818509093601 0.21515607641105475 2.9852402210235596 3792.9233 0.9664217653109799 0.04897506421865702 0.25270822465689796 2.745900869369507 False 3 2400 9.546 26.6 4644.0317 0.9614161748393323 0.06666684037819326 -0.09116792736260343 2.674065589904785 3456.345 0.9609367439379976 0.07194831693136011 -0.1870438234499133 2.5045664310455322 False 3 2500 9.387 24.62 5062.9756 0.958360593451428 0.07055188385540659 -0.05986284104814398 2.2940897941589355 3280.9556 0.9579302036554939 0.07423645723405772 -0.15428147726395486 2.1699459552764893 True 3 2600 9.942 25.63 4820.048 0.9662034260861043 0.043010857450634356 0.24145191941628158 2.1720311641693115 3941.7058 0.9660571134777024 0.04607033210200594 0.29889487807796955 1.9584053754806519 False 3 2700 9.876 24.73 4421.059 0.9574307472173277 0.07482075172187054 0.22845738435761068 2.1285839080810547 3263.7183 0.956920863331338 0.07926328837091559 0.2784457100846796 1.929520845413208 True 3 2800 8.476 24.18 4661.2617 0.9667004667656197 0.03969341714960006 -0.11588107066839198 2.420966386795044 3952.0706 0.9664586753801944 0.04290735818316872 -0.21588377357475474 2.293863534927368 False 3 2900 10.54 28.19 4090.0334 0.9579026394431893 0.08001454810213217 0.1165433285701891 2.195093870162964 3325.4246 0.9571592860942073 0.08576080140141715 0.10839164532701558 2.0271401405334473 False 4 3000 9.726 26.52 3871.096 0.9562456431525308 0.08360527239590679 0.033115692394007336 2.2748851776123047 3171.7078 0.9557663434178577 0.08826225675755886 -0.02728270054880619 2.14007306098938 True 4 3100 10.21 24.55 3989.678 0.9594888864097058 0.07113148481123302 0.21211854459272525 2.1248865127563477 3255.5232 0.9592946894459822 0.07477646500358161 0.24869083141340007 1.929861068725586 False 4 3200 9.559 26.2 4159.17 0.9537231672011893 0.08100955352129488 0.17204857075839872 2.6685235500335693 3112.4614 0.9535107539202692 0.08327536981480055 0.23164378704272473 2.4423623085021973 True 4 3300 10.06 24.82 4156.987 0.9558909957555494 0.08122173694613616 0.25503804161325977 2.1038658618927 3128.372 0.955590051537502 0.08465858631537593 0.3095454141127263 1.8961127996444702 True 4 3400 11.08 25.4 4132.497 0.9589817486850577 0.06992839170429213 0.24043684520033656 2.126262903213501 3564.461 0.9583675279950338 0.07500084989231778 0.2995149152832573 1.9078872203826904 False 4 3500 9.637 25.12 4123.3433 0.9507803323561876 0.08665292219349008 0.23334075586079156 2.128687858581543 3137.3748 0.9500146244000032 0.09008488487181324 0.29422520744427444 1.9073412418365479 False 4 3600 10.45 25.12 3868.3071 0.9488221896227713 0.09428254591244009 0.22890495977151065 2.135258913040161 3103.329 0.9483990209892503 0.09746059973862754 0.2968530681757636 1.9105361700057983 True 5 3700 10.14 25.26 3952.5967 0.9568619585322575 0.06696023010030293 -0.12537917326930312 2.521059513092041 3370.8901 0.9568453395939197 0.06855644630587142 -0.22409153997941333 2.447269916534424 False 5 3800 9.953 24.75 4665.574 0.9537645001495365 0.06497807794860679 -0.07556791378749701 2.3217577934265137 3203.5688 0.9545146255319046 0.0634018012955938 -0.16906006227658305 2.191368579864502 False 5 3900 9.624 25.29 4478.3667 0.9495845618608857 0.09197657508951022 -0.01727750751650971 2.27231502532959 3064.3486 0.9497054387247889 0.09418817824606235 -0.09577183038562587 2.122852087020874 True 5 4000 12.0 25.07 4398.5215 0.9588192596008283 0.05694120014463965 -0.12358988667117159 3.7917592525482178 3425.661 0.9598160719773413 0.05431664840368417 -0.23680023906065897 3.569775104522705 False 5 4100 9.936 26.51 3782.7146 0.9558356387954591 0.09043878144909992 0.1757613518726707 2.3615920543670654 3214.8884 0.9564391682774904 0.09180194142944809 0.20774776662065111 2.165804147720337 False 5 4200 10.49 25.93 4371.0605 0.9509443907456275 0.08855502346636557 0.12579282732389557 2.1976497173309326 3103.3774 0.9512217092313066 0.09076680710774082 0.13657071077051777 2.0189156532287598 False 5 4300 9.547 26.3 4575.642 0.9616413314266049 0.05630581643007701 0.1541507307017706 2.1834914684295654 3610.742 0.9618379050890972 0.0578063063910673 0.17176638123670473 1.997732162475586 False 5 4400 10.27 25.11 4494.1787 0.9467703187594065 0.09676954313159467 0.168201583699868 2.2300405502319336 2980.183 0.9469881317210233 0.09848413420286369 0.20435789448212538 2.0385026931762695 True 6 4500 10.13 26.41 4437.8496 0.9458929329897184 0.09869568102713627 0.2155265787940598 2.1203067302703857 3055.8118 0.9458180140443682 0.1015946725891183 0.2755122902279743 1.9069280624389648 False 6 4600 9.844 24.76 4507.577 0.9443425095300505 0.09765664688030508 0.21941505918906914 2.11514949798584 2984.142 0.9451080854143826 0.09710430692065493 0.2677891539563217 1.9104167222976685 True 6 4700 10.6 32.28 4229.3506 0.9553521427075146 0.089131454533441 0.29588825827872295 2.146069049835205 3177.5232 0.9554193912907086 0.09238541385390321 0.37962802781005567 1.8529828786849976 False 6 4800 9.779 25.09 4247.6245 0.9506985175553325 0.09952089684758027 0.21155788125109615 2.148092269897461 3111.7668 0.9505298239658123 0.1025179665279815 0.23073535361633732 1.973264217376709 False 6 4900 9.792 37.03 4575.7837 0.9494520631520467 0.09695678517316195 0.2631025466391257 2.0919482707977295 3221.582 0.9486447030370319 0.1016559799547917 0.34309951487057944 1.8532390594482422 False 6 5000 9.918 25.73 5043.381 0.9611425544080556 0.07590894566212299 0.30439723493784904 2.051332473754883 3483.46 0.9608539261470128 0.0798487529832461 0.3892856083032415 1.7816126346588135 False 6 5100 9.593 28.69 3601.255 0.9512850152659211 0.09101096420040068 0.1900141204798678 2.177292585372925 3182.925 0.9518310116864384 0.09129064046128509 0.19329326716410583 2.0030598640441895 False 7 5200 9.711 24.55 4281.6123 0.9463633215314904 0.10445657174728326 0.24412868020927897 2.1420130729675293 3005.9673 0.9468806797654715 0.10514300218927149 0.3049873880612547 1.9211852550506592 False 7 5300 9.822 25.63 3543.6335 0.9521536973547746 0.08237141696066093 0.19880783613865446 2.2969870567321777 3160.2468 0.9523737454267031 0.0844709567370308 0.22963276464699436 2.1121411323547363 False 7 5400 9.927 25.03 3438.4927 0.9484253576510769 0.09968379279901574 0.23439149109847915 2.09885573387146 3123.78 0.9490569334028034 0.09936003487697648 0.2914525279467565 1.8791364431381226 False 7 5500 9.949 32.53 3295.2012 0.945456759236806 0.10832034489236708 0.08300561076558154 2.262634038925171 3057.5718 0.9457273964070866 0.10921891344078076 0.06406908832896095 2.101306438446045 False 7 5600 9.925 24.94 3499.657 0.9465378479529377 0.0900279182075836 0.20993133654227183 2.159193515777588 3117.1992 0.9476208995422287 0.0882579650092972 0.2514851405696866 1.9416346549987793 False 7 5700 9.819 43.58 3382.0232 0.9423216868755225 0.10378915812007815 0.27292120441443235 2.0591607093811035 2988.8037 0.9431306453937315 0.10196750622655557 0.3392490994940821 1.813683032989502 True 7 5800 10.19 25.08 3750.7244 0.9489325957490757 0.11109942700286825 0.296887688957191 2.087578296661377 3070.688 0.9496140034676075 0.11018252540437219 0.3772123238543419 1.781261920928955 False 8 5900 9.427 27.85 3418.5215 0.9394247882822959 0.11488398604463913 0.28091967789601974 2.072643518447876 2962.483 0.9401331315988195 0.11432079416067813 0.35324336229019343 1.812267780303955 True 8 6000 9.808 25.2 3768.1343 0.944414246160538 0.09992610385869062 0.22038123580660954 2.1375138759613037 3056.709 0.9452876469621537 0.09738362098131857 0.26818835175788996 1.9222815036773682 False 8 6100 9.547 29.11 3796.43 0.9436001812393076 0.10625915747059944 0.2719277396335222 2.0690231323242188 3100.5059 0.9439389161224682 0.10591943630392499 0.34081408054084744 1.812339425086975 False 8 6200 9.903 27.44 4098.3223 0.9521806185484806 0.10779458872572956 0.299017053884733 2.262699604034424 3179.2683 0.9530848916334791 0.10769011259129595 0.3842666267659781 1.9736177921295166 False 8 6300 9.597 25.25 3865.4421 0.9394034480849445 0.10413771704755548 0.2784739139178723 2.1524136066436768 2959.9258 0.9413430403271331 0.09982248717395559 0.3436577393278617 1.8995639085769653 False 8 6400 9.799 25.46 3753.6467 0.9496937254554528 0.10445925201738944 -0.026402855737690595 2.9613664150238037 3230.549 0.9500295556223186 0.10587202662134716 -0.10621856855982623 2.7697949409484863 False 8 6500 9.471 30.82 3414.02 0.9417258654513905 0.11377833159299854 0.23642831831548855 2.102443218231201 2976.1555 0.9423670029960631 0.11380310418738905 0.2790477073280593 1.9076852798461914 False 8 6600 9.694 23.85 3499.6758 0.9371207798774872 0.11907138087710822 0.21616759064611007 2.1187350749969482 2906.3728 0.9378827993570605 0.11756618255682198 0.27084004667041106 1.9075618982315063 True 9 6700 10.27 27.6 4699.1143 0.937448673566803 0.12194335767616647 0.2508170926991814 2.1369576454162598 2971.1028 0.9379603000705808 0.12104752094245937 0.3275683824682042 1.9094533920288086 False 9 6800 9.67 24.73 4596.114 0.9512356559227283 0.07796705346953049 0.28914179404214435 3.331226110458374 3383.7205 0.9537170581084008 0.07132411494347593 0.3717311932674257 3.0883967876434326 False 9 6900 9.382 29.3 3311.3347 0.939167642377687 0.11686144914754569 0.2643162175956778 2.0659844875335693 2895.147 0.9408125659475601 0.11452542345468192 0.3316125088974556 1.8260551691055298 True 9 7000 9.994 25.08 3629.0208 0.9452415869165184 0.099197201794826 0.29315086824172415 2.047872304916382 2980.7344 0.9475119704280761 0.09336553582661601 0.37651125380994144 1.7598543167114258 False 9 7100 9.33 25.46 3324.0237 0.9353023620213137 0.12482239410820721 0.28377814407028457 2.0820579528808594 2890.3606 0.9362025689456726 0.12361719811035815 0.3550003683550788 1.8443819284439087 True 9 7200 10.35 25.03 3354.4268 0.9470827725227964 0.11803538941866383 0.2791214615889065 2.300370454788208 3097.423 0.9478572769762809 0.11609110381769201 0.34936161078502537 2.0493478775024414 False 9 7300 9.697 25.42 3104.2644 0.9346771373633088 0.12266600195870207 0.2912292083178634 2.1078100204467773 2912.0234 0.9360177193722307 0.11904209523688485 0.3636207341248293 1.840423345565796 False 10 7400 9.761 25.46 3332.369 0.9349224555808553 0.1215217364681061 0.28090606320361156 2.2218334674835205 2885.4622 0.9370503622803645 0.11615511807685616 0.343659672487839 1.9825263023376465 False 10 7500 9.611 25.85 3301.0042 0.9290325881860286 0.13568823797835333 0.28825254922111676 2.0498712062835693 2831.8076 0.9309952473090577 0.1311588970668559 0.3535862064759019 1.7979075908660889 True 10 7600 10.16 25.1 3222.4434 0.9272347026590347 0.13486549094336284 0.3084955184646047 2.010056495666504 2860.4749 0.9291015221729166 0.1304558604024601 0.37544116605425637 1.7703683376312256 False 10 7700 9.893 26.89 3247.542 0.9470723203007091 0.10569366343093599 0.3189122974628783 2.0439720153808594 3158.3906 0.9482854224126006 0.1039401051979803 0.4014860228241463 1.7666107416152954 False 10 7800 9.685 24.41 4199.309 0.9430831019621593 0.12436537990293768 0.314045625380554 2.3120930194854736 3034.488 0.9432662534131715 0.12381568491271668 0.39204374250040835 2.0129430294036865 False 10 7900 9.781 25.86 3758.7046 0.9484233563345157 0.11065833913988797 0.29991802312679566 2.920398473739624 3110.5774 0.9496419797102726 0.10986747160012925 0.3752207255587506 2.6716604232788086 False 10 8000 9.776 24.68 3206.2197 0.9467607875807077 0.10577970350931495 0.31431072945887406 2.2078065872192383 3032.6965 0.9487990529743525 0.10047235980185037 0.3913363931312234 1.9437800645828247 False 11 8100 9.662 25.06 2830.7559 0.9340109204344861 0.13020444412450863 0.31264154907946906 2.0174367427825928 2918.5642 0.9356493041611126 0.12696328171104423 0.38613552794942363 1.7636196613311768 False 11 8200 10.08 24.03 3234.982 0.9325667659107614 0.1343502491434124 0.2980926433156834 2.0850794315338135 2843.4084 0.9344181307120994 0.13005484968228248 0.36591575905840723 1.849302887916565 False 11 8300 9.802 28.39 3211.1309 0.9281750186970604 0.1332514416705228 0.3199279299709275 1.9935393333435059 2772.4622 0.9306523727890978 0.1282403029888111 0.3909148064746206 1.7373287677764893 True 11 8400 10.15 26.21 3947.2332 0.9521617618688246 0.11274009878081392 0.31347105389088725 2.292853832244873 3218.2837 0.9529265212342941 0.11155176819833294 0.3898508297102733 2.0520012378692627 False 11 8500 9.72 25.28 2784.0146 0.9343909909522685 0.12764888765941745 0.17742271976545493 2.2083821296691895 2972.8447 0.936693022836378 0.12239819954967518 0.16953890035422264 2.0542187690734863 False 11 8600 9.742 24.69 2781.948 0.9350992363387723 0.1302113781623129 0.2817101957557181 2.149061679840088 2848.846 0.9377492603516124 0.12361989175956072 0.329410635065088 1.9417610168457031 False 11 8700 9.36 27.0 2734.0977 0.9363351948566951 0.13263262993507902 0.30191715731283103 2.0607571601867676 2893.6848 0.938498172072173 0.12855444060574336 0.3702990677601794 1.8067182302474976 False 11 8800 9.702 25.09 2869.8562 0.9329981383977182 0.13910667677976205 0.28925849591491437 2.091708183288574 2843.8472 0.9341901461900699 0.1364169315760697 0.348952429807864 1.8460561037063599 False 12 8900 9.727 28.97 2919.5688 0.9289880241466097 0.13475081950686021 0.3017748749266179 2.0194015502929688 2850.8357 0.9309372270628762 0.13003864661281508 0.3638595953552747 1.7851073741912842 False 12 9000 9.813 24.76 2544.2336 0.9247180084277241 0.1394479546912268 0.31665306118416836 2.015721321105957 2743.3613 0.9278777836107867 0.132518464804952 0.3852249146391912 1.7587993144989014 True 12 9100 10.07 24.66 2511.4202 0.9248045548725111 0.1469763386815038 0.3222203523190286 1.9928078651428223 2746.8904 0.9283075883715638 0.13779512059115706 0.39274853398163484 1.7406443357467651 False 12 9200 10.13 26.24 2769.987 0.9324440893205685 0.13984323706508064 0.3191533574765167 2.040290594100952 2797.6074 0.9355244932857444 0.13222655761236718 0.3966813768087319 1.7621033191680908 False 12 9300 9.507 25.59 2695.7358 0.9252404210858195 0.14782364567353615 0.32551049577660757 1.999022364616394 2848.1055 0.9289910246864386 0.13810647730270414 0.39576963026974493 1.7546515464782715 False 12 9400 9.678 25.64 2751.333 0.9298489620296674 0.1326148033799679 0.16286074586480367 2.167093515396118 2980.3157 0.932916989887078 0.12561141177629387 0.12353409891270065 2.0156595706939697 False 12 9500 9.658 26.12 3189.816 0.9252317980525581 0.14275188558477006 0.2805749955199274 2.0681772232055664 2825.2866 0.9288594213471505 0.1330990015153561 0.3388105794502463 1.8614717721939087 False 13 9600 9.629 24.63 2819.5425 0.931659565929717 0.14487250367072216 0.32203182420727294 2.0247113704681396 2885.2544 0.9346746034137268 0.13723341703092112 0.3941969961790055 1.7747178077697754 False 13 9700 9.672 25.79 2587.551 0.9265794137074138 0.15139963043687066 0.32753236129844704 1.9867688417434692 2792.1265 0.9305927496630011 0.14083672360834343 0.40083755232159307 1.7249044179916382 False 13 9800 9.759 24.74 2622.2043 0.9204505732379898 0.1552558183472402 0.33963428727078365 1.9938949346542358 2753.0361 0.9246326230636588 0.1451592681545604 0.4033300347265546 1.7671058177947998 False 13 9900 9.032 24.97 2591.1592 0.9242393855106824 0.1471896377572395 0.3072171966281389 2.011472225189209 2850.3948 0.9286508610746903 0.1366344512238565 0.3680014849825452 1.7782570123672485 False 13 10000 9.965 24.88 2748.9177 0.9384647232331782 0.1303302904058169 0.2964247501280977 2.0284886360168457 3004.4187 0.9415669398326847 0.12324531472258171 0.35795102042240234 1.8011242151260376 False 13 10100 9.658 24.99 2405.6594 0.9250612799688362 0.1564005308341515 0.3283661126542941 1.9882206916809082 2770.9292 0.9296021856107589 0.1452125516589599 0.39921754986422314 1.745510458946228 False 13 10200 9.75 26.57 2382.6204 0.9165109933188772 0.15757665914922522 0.3327334951714365 1.9840748310089111 2712.3357 0.9220975035457931 0.14430846537187167 0.4039848716153236 1.7388203144073486 True 14 10300 9.991 25.46 2659.32 0.9360635544523209 0.13002947308744192 0.33157739071794196 2.0178942680358887 3027.6323 0.9400315028019616 0.1209724386999995 0.40451305695818346 1.7667418718338013 False 14 10400 9.109 24.74 2460.8162 0.9182606036615992 0.1599605438310727 0.3422411315024601 1.964585304260254 2697.9893 0.9236761865146077 0.14623538497247576 0.4158597772108792 1.712357997894287 True 14 10500 10.16 26.74 2413.3655 0.918740644201023 0.16102418088462808 0.33560549994558736 1.9704855680465698 2737.926 0.9234529768530996 0.14824090784339422 0.4042152883958784 1.7189058065414429 False 14 10600 9.649 24.26 2806.018 0.9128814649495087 0.1679315412369903 0.33319631931647437 1.9921762943267822 2724.5615 0.919190600626497 0.15161821428340302 0.4032252189600764 1.7506606578826904 False 14 10700 9.775 28.33 2571.967 0.9234670121464132 0.15202621590481433 0.32342403402652226 2.040928602218628 2790.8682 0.9288851711238291 0.13835436618023558 0.38644833134087936 1.7981820106506348 False 14 10800 9.647 24.43 3201.3237 0.9302230670091012 0.1348422569412831 0.3168607372546894 2.040519952774048 2996.324 0.9340124888936152 0.1254519925958422 0.38306690472818833 1.7665214538574219 False 14 10900 10.63 27.22 2860.416 0.917614640441641 0.15713054477551178 0.32427487598834326 2.007868528366089 2751.3088 0.9226245113448722 0.14463681327218014 0.3817807158095422 1.775169849395752 False 14 11000 9.77 25.13 2675.7954 0.913843913294517 0.16451637570555838 0.3330707928925134 1.9764482975006104 2742.0847 0.9201133603341461 0.1484744473316444 0.3914703736891875 1.7463939189910889 False 15 11100 9.289 24.68 3014.9817 0.9169488424162292 0.16770062130543442 0.33263718369285017 1.9776322841644287 2794.7024 0.9234615564118122 0.15131935275288944 0.3950377503201555 1.740265965461731 False 15 11200 9.665 26.83 2958.5398 0.910440069491586 0.17266212437971476 0.3510562435251651 1.9488831758499146 2736.7412 0.9188963665058193 0.15119956615038993 0.4185263682078935 1.7004354000091553 False 15 11300 10.8 25.4 2567.8328 0.9139930396919564 0.16793864634622097 0.3548501720342642 1.9492734670639038 2726.7886 0.9206153985019343 0.15052345381250687 0.41959412905264176 1.7103667259216309 False 15 11400 9.73 24.07 2435.5203 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0.926287785894579 0.142913859021416 0.3743173892059807 2.403775930404663 3129.5845 0.9310025694039293 0.12525265352091428 0.4398451147434817 2.171875476837158 False 17 12500 10.6 24.89 2776.2925 0.9260573653217787 0.1365958210783654 0.36155751677567477 1.9425328969955444 3254.2617 0.9317071727469045 0.11818905169258806 0.43873625479245154 1.6958773136138916 False 17 12600 9.211 25.06 3023.9802 0.918189690196192 0.15717514210952732 0.3674229645383822 1.9310678243637085 2845.8936 0.9268007162038814 0.1315125848481656 0.44384417858514497 1.6609563827514648 False 17 12700 10.32 24.75 2869.5227 0.9292236546396965 0.14891803539115558 0.3327096401478202 1.975875735282898 2875.4216 0.9333350735566368 0.13538807447506065 0.4045773867906795 1.7136567831039429 False 17 12800 9.771 32.13 2890.104 0.9210209083739019 0.14252632914185998 0.34840748062209986 1.9959083795547485 2914.9568 0.9270253287090284 0.12666200334450414 0.41877403817213166 1.7682541608810425 False 17 12900 10.34 24.76 2670.896 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0.9002034610486735 0.1858580552076378 0.3872190871894255 1.8926665782928467 2690.965 0.9127285065601158 0.1536153435060091 0.46623592114653545 1.628958821296692 True 18 13500 10.52 25.32 3145.3303 0.91990869630392 0.16916285103835788 0.38170029205615996 1.9209253787994385 2704.7627 0.9269507171846761 0.14761717253872045 0.45930203237084266 1.674465537071228 False 18 13600 9.616 30.07 2625.9172 0.910785404037621 0.17335642551239208 0.38777570044664245 1.9128257036209106 2637.7441 0.9196998483410158 0.15030943154503795 0.4617882410177671 1.6759588718414307 True 18 13700 10.64 26.66 2165.5876 0.9128583992882395 0.1692662090835066 0.3779634395177819 2.007946491241455 2747.6438 0.9219770016606884 0.14576111477958337 0.4530452930044496 1.7443376779556274 False 18 13800 9.674 26.95 2078.8948 0.897042239895856 0.19837117280241134 0.3958656791826213 1.8861889839172363 2582.215 0.9101722084485768 0.16503445628614505 0.4651739279264309 1.632398009300232 True 18 13900 10.68 25.26 2282.1523 0.9155274717449958 0.16742713902325987 0.3590605679933567 1.9459315538406372 2754.4282 0.922381155607711 0.14809254158347782 0.4346841285454973 1.6608458757400513 False 19 14000 9.582 24.87 2169.658 0.9040974313362601 0.18694073217359863 0.39932808121806307 1.904382348060608 2706.8218 0.9153210070617458 0.15877480943061267 0.4657166540690178 1.6570196151733398 False 19 14100 9.623 24.73 2173.8928 0.9015995115214743 0.1942678935887133 0.395312626316878 1.9129239320755005 2707.8325 0.914821274707199 0.16033811079622318 0.46555215199173444 1.6712783575057983 False 19 14200 9.436 35.59 2378.8804 0.8944358186389544 0.2010738940358901 0.4016297574167485 1.8724775314331055 2695.0308 0.9093183415858687 0.1637894562099884 0.46141612826468076 1.6355009078979492 False 19 14300 10.2 25.23 2030.54 0.8966419360208676 0.2041263250328959 0.4024097003648422 1.868985652923584 2633.605 0.9122678861387012 0.16487483855125118 0.46828115034077317 1.6199219226837158 False 19 14400 9.769 26.54 2008.336 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0.9194333904850331 0.19087586804407053 0.3808348608745601 2.515052080154419 2820.5378 0.9286781270359035 0.15799445192995865 0.3854466789565596 2.295322895050049 False 21 15500 9.711 24.47 2168.2415 0.9077831190440379 0.1958422382735532 0.4161957140659924 1.890592098236084 2747.4963 0.9222871426901854 0.15534491845990242 0.45500612917285915 1.6862554550170898 False 21 15600 9.689 24.77 2026.1892 0.8833880718533277 0.2118637726365288 0.4320601141286871 1.8516461849212646 2659.232 0.9054565516302681 0.15921608748816413 0.49233240795516137 1.6062604188919067 False 21 15700 9.584 24.23 2191.4763 0.883896572045875 0.22524753564152536 0.4370334494742373 1.8040611743927002 2543.0605 0.9057059056935309 0.1702680437169178 0.4908872808752569 1.5705658197402954 True 21 15800 9.852 24.88 2378.57 0.9028906717993818 0.20189908641711585 0.4057220549449962 1.867224931716919 2551.875 0.9161732692088926 0.16452260227210616 0.47207378908352643 1.611415147781372 False 21 15900 9.711 24.94 1945.0015 0.8854307939165317 0.22194367678613736 0.4418258745502041 1.8303709030151367 2541.179 0.9072902448085723 0.1669272200703916 0.4797420693289421 1.6193605661392212 False 21 16000 9.699 25.11 2035.9891 0.8816438204482668 0.22994003276993097 0.4491945451112506 1.8090651035308838 2592.0288 0.9054545686793505 0.17126233614774783 0.4923463481885536 1.6032686233520508 False 21 16100 9.668 24.81 2083.4624 0.8883811334156629 0.22848760557993789 0.446288065760095 1.8704066276550293 2622.1968 0.9091569552570146 0.1721956366337866 0.48588718620748533 1.6741470098495483 False 22 16200 9.374 25.04 2103.0217 0.8833177312605667 0.22922792482275509 0.43598904710665987 1.8077778816223145 2558.993 0.9059869775352507 0.17214419997731792 0.48774810582178785 1.5791329145431519 False 22 16300 9.634 24.48 1997.9374 0.8894953693632353 0.23190248828922658 0.44722018163230315 1.874464988708496 2541.6409 0.9109716870633202 0.17334634908054367 0.49712602772197273 1.6443719863891602 False 22 16400 9.397 24.89 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0.9122751324306314 0.18015683296989518 0.41975173423469414 2.0295028686523438 2935.6436 0.9292186357429771 0.13179874892529958 0.4421750860608157 1.8696653842926025 False 25 19000 9.619 24.64 2095.8582 0.8756174530704746 0.23716759405028792 0.4595609707199626 1.8073830604553223 2475.3784 0.9037336414327701 0.1696507082891618 0.5006030716005154 1.6023138761520386 False 26 19100 9.365 25.29 1786.8899 0.8840961758007816 0.24421069406385754 0.4567897964900327 1.8599532842636108 2631.225 0.9095401133022704 0.17347325794173946 0.4984380693660959 1.6390464305877686 False 26 19200 9.648 24.54 1775.9332 0.8801216595594923 0.24293890551248284 0.46613730944506804 1.7691428661346436 2657.733 0.9096562349763332 0.16615720698465036 0.49302672868877223 1.5809540748596191 False 26 19300 9.374 25.02 1708.6398 0.8860330757799664 0.24966911473907716 0.4466633292257606 1.830938696861267 2496.2427 0.909590946691005 0.1824979710996809 0.48105360207684666 1.622652292251587 False 26 19400 9.612 24.83 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