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 16.65 540.4 84960.92 0.9808213419544286 -0.006102018063512093 -0.22924774083548305 5.90307092666626 52022.438 0.979534602469222 0.0002460653482556712 -0.320312694544708 6.030122756958008 True 0 100 30.56 711.0 10677.026 0.972166287898802 0.024550112783781112 -0.30894926642649645 3.3537099361419678 4242.0713 0.9722222698290479 0.03000279390696551 -0.4111485661669799 3.1480369567871094 True 0 200 29.35 652.0 10576.323 0.972650674064871 0.018943666956267605 -0.3369466005559573 3.400498867034912 4433.7 0.9719353530343394 0.02544765023360765 -0.43676335343734446 3.2736897468566895 False 0 300 29.31 247.5 10798.449 0.9673402139012717 0.03740212949812856 -0.30477818876601137 3.297675371170044 4046.7314 0.9691242855114914 0.03266744485793521 -0.4051177743592641 3.1103203296661377 True 0 400 29.63 605.7 13451.787 0.9756453140142509 0.018626889424713702 -0.33665771851972015 14.203444480895996 7775.1123 0.9739762064937556 0.025135160089996906 -0.43356227741132036 13.464584350585938 False 0 500 31.88 87.17 10830.437 0.9746140047743409 0.021816482737046977 -0.24514640207960692 3.469890832901001 6004.329 0.972823915274767 0.027835484429425194 -0.3334187863284711 3.2683277130126953 False 0 600 29.17 113.0 11620.616 0.974740744844425 0.020825315197406106 -0.3290586773638394 3.7819669246673584 6349.421 0.9730833834632212 0.025698946662700912 -0.4278860216428574 3.5758121013641357 False 0 700 28.97 212.3 7046.655 0.9623404401355268 0.055776269099069166 -0.2017266061736558 3.510788679122925 3713.6436 0.9629348466806973 0.05589845118434357 -0.27470675366582087 3.27729868888855 True 1 800 39.92 330.0 7948.2 0.9690722350518524 0.03067451640686983 0.2863591791342443 2.9718775749206543 4388.613 0.9679860555994172 0.034368243331665806 0.3704092946635005 2.7631289958953857 False 1 900 29.35 111.8 6767.3574 0.9625147359719389 0.05747345298050776 0.3230311026029979 2.8828203678131104 3604.2861 0.9627824810658437 0.058302758923590076 0.41666928180191715 2.642770290374756 True 1 1000 29.25 92.87 6487.526 0.9617842197757294 0.055460772217154515 0.18377223823383804 3.1055257320404053 3678.7793 0.9617103016789715 0.05783801664242053 0.23543620426201883 2.8966593742370605 False 1 1100 28.65 99.66 6217.8027 0.9615217132115492 0.05794814398847926 0.2982050628832696 3.343231201171875 3645.4187 0.9619851103242004 0.058048114898654225 0.3856533263038275 3.047978401184082 False 1 1200 28.91 92.98 6690.537 0.9555587583776236 0.07422804851044701 0.3069724883546059 3.187335968017578 3466.768 0.9564839794031145 0.0734264653360422 0.4004814152596315 2.902089834213257 True 1 1300 29.26 87.11 5867.9043 0.9562116737622439 0.0705965037532116 0.25783069834058286 3.0168027877807617 3523.326 0.9581502371514993 0.06673512888908333 0.3413033957386483 2.7985804080963135 False 1 1400 29.11 757.2 6156.264 0.9586367180589251 0.05652418577295025 -0.261607116286259 3.5182912349700928 3686.8945 0.960114088363199 0.05456887501062236 -0.34858364767924527 3.348361015319824 False 2 1500 31.49 85.47 6994.123 0.9670975342621205 0.035979829811548535 -0.28796764161222643 4.733349800109863 4135.813 0.9664143711660048 0.038069203143745615 -0.38054939932767845 4.395527362823486 False 2 1600 28.65 589.9 5766.7046 0.9573625857982755 0.0656512622771219 0.33456040243240326 3.019582509994507 3434.5166 0.9594478708069527 0.06126684533143774 0.4177373710648427 2.7714834213256836 True 2 1700 30.57 609.6 6512.4204 0.9650181307338693 0.043347803466129056 0.2433770888124229 3.0082852840423584 3986.014 0.9648642514110509 0.04527999567994285 0.32192741375726797 2.812392473220825 False 2 1800 28.96 318.8 5851.36 0.9543101045257812 0.0692515243134134 0.2893710235326159 2.9160706996917725 3557.408 0.9567310621304477 0.06401721010000891 0.38135151953839475 2.6823787689208984 False 2 1900 29.05 263.9 7592.426 0.9654359705965884 0.036812633668835894 0.3167409824078492 3.2262470722198486 4091.915 0.9653492578994335 0.03706691032490163 0.396428146300279 2.9468936920166016 False 2 2000 29.1 161.0 6537.588 0.9591697733783151 0.07155380242051174 0.284579811112784 3.9845807552337646 3511.208 0.9601775023337998 0.06997210998943461 0.3734491628176651 3.6564762592315674 False 2 2100 29.13 97.42 6805.012 0.958148578726434 0.06232000189607122 0.32423210192029717 2.8453030586242676 3434.3694 0.9585164784449468 0.062187120258120114 0.415689215554224 2.5325279235839844 True 3 2200 30.05 306.0 7264.9263 0.9610620791225023 0.06347507859521612 0.19409551867739525 7.226792335510254 3811.2944 0.96371378549272 0.05609932681091044 0.28285821087533547 6.813348770141602 False 3 2300 29.17 89.19 5806.859 0.9533242493098691 0.07169539538638951 0.2279505368793072 3.054922342300415 3347.5034 0.9559847578493127 0.0660258700863251 0.32096512799962307 2.817068576812744 True 3 2400 29.73 86.72 5627.858 0.9552936315025512 0.07090948373798828 0.12904031245985026 5.2982001304626465 3350.7395 0.9568520308864125 0.06792391518592127 0.15882758055256863 4.898103713989258 False 3 2500 28.97 92.98 5452.6997 0.9524811398891136 0.07842521928058878 0.3295767280481073 2.83540678024292 3227.7244 0.9537678265190991 0.07689042868432532 0.42165519341698954 2.509754180908203 True 3 2600 29.48 115.9 6286.5444 0.9565456638608534 0.07365097063822706 0.34777432318012275 3.3870816230773926 3538.323 0.9567011345490948 0.07456637169075146 0.4374086704194219 3.064746856689453 False 3 2700 29.36 92.92 6179.545 0.9543154484966305 0.07042618522383798 0.34739821815927446 2.7745301723480225 3468.4226 0.954802191761409 0.06993248143715446 0.4418475589241086 2.4424209594726562 False 3 2800 29.16 285.2 6347.024 0.9542957294996252 0.08327040006651243 0.33958821631366964 2.8251845836639404 3346.518 0.9554322413700882 0.08021578855658866 0.43365561737215613 2.4667301177978516 False 4 2900 29.17 89.56 5406.1123 0.9489591211021378 0.08478324442910862 0.2688728593612692 2.9322376251220703 3263.0408 0.951159998053563 0.07946120471180909 0.35891682267562397 2.6922895908355713 False 4 3000 29.15 441.1 5244.907 0.9473081627059844 0.08384633988758912 0.3337473867986776 2.7769062519073486 3177.0251 0.94978550464336 0.07838313222351048 0.42247712735379933 2.4500885009765625 True 4 3100 33.7 792.6 5861.4155 0.9494647515974933 0.09654830934673546 0.33380688018135213 3.033451557159424 3151.2087 0.9515693607377889 0.09066260362500318 0.42711039117293065 2.6930465698242188 True 4 3200 29.64 663.6 5720.667 0.9482662103710597 0.09219531200990415 0.221022612665795 3.206089735031128 3184.5203 0.9510870100184636 0.08519902950218432 0.30787350596168817 2.9610514640808105 False 4 3300 29.39 389.9 5763.9883 0.954147610349038 0.0670682573915779 0.3435135861498603 2.771583318710327 3319.4673 0.9548928358104114 0.06736561380718863 0.4309683841900461 2.441274404525757 False 4 3400 29.99 274.5 6252.5747 0.9492579997399802 0.07804502119149029 0.3379803935974246 2.8088176250457764 3221.5896 0.9513958342081672 0.07335967467405087 0.4217202644901066 2.508423328399658 False 4 3500 29.34 859.1 4914.1914 0.9461948694742126 0.09066026783035787 0.3593878277394973 2.7883849143981934 3054.4167 0.9487043215908373 0.08643808897347344 0.44511899146657297 2.4738399982452393 True 4 3600 29.88 122.5 5205.5483 0.9510689453066112 0.09023845215038195 0.34981028113497203 2.759058713912964 3151.0974 0.9528318330954196 0.08686147693086343 0.4337500161343817 2.455136299133301 False 5 3700 29.3 154.4 5165.1787 0.9448941018214803 0.09737982070832821 0.3574841036564102 2.798602342605591 3001.118 0.9467414815856691 0.09516573252924289 0.4379122937664079 2.489133358001709 True 5 3800 30.56 945.9 5459.3325 0.9510319491007537 0.07647709705710126 0.3766217241095497 2.6790659427642822 3219.6633 0.952120328559037 0.07563206335122916 0.45831410777417636 2.3520150184631348 False 5 3900 29.19 159.9 5579.163 0.9423158384012292 0.10682851284238945 0.30243763767119586 2.8421645164489746 3088.1094 0.9446880840382212 0.10066529308012485 0.3879750825230166 2.5526950359344482 False 5 4000 29.71 491.3 5952.7886 0.9466594496591315 0.0852163499750835 0.35264549279917645 2.7540881633758545 3145.3792 0.9475142279460339 0.08552351141229628 0.43820820480712247 2.3968887329101562 False 5 4100 28.97 86.45 4896.122 0.9394803254036247 0.10775309004348917 0.35956515178141785 2.7191755771636963 2865.837 0.9428476468276712 0.0999330354499982 0.443705859458625 2.39860200881958 True 5 4200 29.56 258.1 6544.648 0.9632235236095947 0.04919451337497525 0.2152310442360518 3.0084502696990967 4043.0261 0.9622953370029863 0.05266645851987662 0.3212431469592183 2.7777798175811768 False 5 4300 28.95 92.92 4956.5205 0.9446670174540875 0.09556759514010296 0.32156516179368233 2.8288559913635254 3082.2603 0.9481661224625118 0.08844095636062899 0.414801957565335 2.5486319065093994 False 6 4400 29.26 95.78 4847.847 0.9405642920713015 0.10466000793766744 0.3481316349587245 2.7574033737182617 2942.3281 0.9438479944924213 0.09763922344723344 0.44125475788576474 2.3862156867980957 False 6 4500 29.43 885.4 4933.4785 0.9401367319014097 0.10108537284055752 0.36283368492792745 2.718240737915039 2914.242 0.9432543133702777 0.09496215103176991 0.44905013626844126 2.388352870941162 False 6 4600 31.64 85.94 5071.9775 0.9391121167480379 0.10999671912322054 0.37079168388817696 2.740920305252075 2837.3574 0.9417365640835826 0.10576701036698355 0.45409026704047994 2.3942837715148926 True 6 4700 30.18 702.9 5027.381 0.9365280045649174 0.11323989559916102 0.3759634764971908 2.7152771949768066 2791.314 0.9398687375928392 0.10680045851737273 0.46246681349315777 2.3419606685638428 True 6 4800 29.6 270.6 4872.6577 0.938012708764676 0.11250530178664621 0.394918837804404 2.8624444007873535 2799.016 0.9413165961656358 0.10562667317886697 0.470349091296213 2.540138006210327 False 6 4900 28.95 1.085e+03 5436.224 0.9465730189781838 0.08277068005258326 0.2885392426743219 2.8678035736083984 3358.7998 0.9472494448602327 0.08252768015785762 0.35963787727108787 2.6032187938690186 False 6 5000 28.89 514.6 4451.6963 0.9309741060010462 0.11342439638160387 0.369542413124612 2.7057037353515625 2817.1902 0.9360079460596599 0.10294109385308263 0.45145227292581913 2.3769636154174805 False 7 5100 29.29 880.4 5294.733 0.932831018022935 0.12087091928725205 0.374484060647835 2.755357027053833 2779.0603 0.9369057053569609 0.11144313797399698 0.46070627945208265 2.3921802043914795 True 7 5200 30.29 98.11 4940.9707 0.9360322204310265 0.10959820421854134 0.35572588878497596 2.7594006061553955 2885.9153 0.9418548137167604 0.09672670752714936 0.441566245529728 2.4639039039611816 False 7 5300 28.74 263.2 4899.2676 0.9451460935463107 0.11176748463079791 0.26674861859229204 3.8550944328308105 3081.3843 0.9481329033258857 0.10375906743557309 0.3552931041419139 3.55763578414917 False 7 5400 28.94 98.2 4540.561 0.9325295931900446 0.12533120308932374 0.36080956318544055 2.793260097503662 2724.6467 0.9377163535749019 0.11242863343173444 0.45088251292091974 2.403244972229004 True 7 5500 29.84 92.47 4717.5146 0.9303033023685154 0.12406532310452378 0.3422485859807225 2.8063225746154785 2733.954 0.9354300678061928 0.11298818911855185 0.42427257483371034 2.541992664337158 False 7 5600 29.3 100.9 4185.6533 0.9325922393142382 0.12465884412730309 0.3764941891168019 2.6965463161468506 2681.5815 0.9371232193420695 0.11419033105698614 0.46123382109556893 2.344771146774292 True 7 5700 29.53 97.53 4542.753 0.9305231650921435 0.12161434181969695 0.38336522184400346 2.6686248779296875 2639.5718 0.9349368275634673 0.11287780771961547 0.4596661443450096 2.3535358905792236 True 8 5800 29.41 1.043e+03 4349.8896 0.9263568021177079 0.12864716939017443 0.3876255729923954 2.670689105987549 2628.4653 0.9319440716360081 0.11701278184089652 0.466249782356229 2.3565990924835205 True 8 5900 29.39 899.4 4642.613 0.9253462440776868 0.13319368732015818 0.3772259005877452 2.683030605316162 2638.8723 0.9309985672842689 0.11990538230096327 0.461211299511768 2.3623414039611816 False 8 6000 29.99 103.0 4543.708 0.9259142661775419 0.13737061773180037 0.3814308159189359 2.6869356632232666 2583.022 0.9306498862678027 0.12815447026990917 0.4635150299178351 2.3351330757141113 True 8 6100 29.84 91.9 4239.958 0.9302346077646794 0.13113868266625145 0.37951570788163874 2.743675947189331 2651.8108 0.9357370573471786 0.12018938626092264 0.4616822537596536 2.4311187267303467 False 8 6200 29.16 106.1 4399.3574 0.9417623164878639 0.11048007528796137 0.3208530068031559 2.827263355255127 2932.534 0.9465587865857501 0.10077707345362305 0.41206855786888136 2.5435619354248047 False 8 6300 28.72 97.61 4677.6094 0.9379971045252778 0.11000942873485033 0.3835483613542526 3.074960231781006 2845.373 0.9424701336665756 0.10183731512161841 0.4583096890301844 2.7846763134002686 False 8 6400 29.16 103.9 3947.2498 0.9226750383974096 0.13782005702423444 0.39430487474562415 2.6361961364746094 2543.9128 0.9294030257573577 0.12348915801134629 0.47268242068485994 2.3054778575897217 True 8 6500 29.57 95.66 3975.0874 0.9210925909776708 0.1434515623805751 0.40646462113335385 2.628093719482422 2509.5798 0.9281939888432469 0.1274667892200907 0.47954283920519497 2.333712339401245 True 9 6600 29.16 92.02 4058.727 0.9233929388777059 0.14287751948571586 0.40501672279913975 2.6289031505584717 2582.6743 0.9297930551592286 0.1298774341424758 0.4824983934185199 2.31182599067688 False 9 6700 29.05 110.3 4521.8325 0.9170432639152052 0.15365463463351625 0.41494762214347763 2.6138484477996826 2456.4414 0.9251856673298712 0.13729038784568584 0.49483359974470853 2.2553701400756836 True 9 6800 28.83 92.13 4423.257 0.9115969411621286 0.15446013937851236 0.4011257229366994 2.634821891784668 2453.4995 0.9206505460352817 0.13549349867752175 0.4817794543101517 2.2863709926605225 False 9 6900 28.76 91.23 3943.3792 0.9149987612595256 0.14581392642749638 0.4074323311181891 2.609238862991333 2512.8892 0.9234325291653367 0.12971218444338528 0.48762525641282595 2.270045280456543 False 9 7000 28.94 146.0 3811.8586 0.9195559372183858 0.15577594641268078 0.4036985705668523 2.781937599182129 2500.292 0.9277433296948333 0.13833776590808647 0.4827565781814276 2.4468421936035156 False 9 7100 30.57 890.7 3742.636 0.9211494010453597 0.15678545302431277 0.414247432855779 3.1357011795043945 2538.4631 0.9291574012148818 0.13845521039417036 0.48835515456756196 2.8046371936798096 False 9 7200 29.94 409.6 3893.3704 0.9225950867747675 0.14390092617362377 0.3892694092706488 2.691270589828491 2527.6223 0.9297065687651349 0.12902263294559446 0.4643031664812908 2.3998403549194336 False 10 7300 29.46 1.193e+03 4882.15 0.9369150547564059 0.12421018425072962 0.35812346545164847 2.773470163345337 2918.1592 0.9422921917050011 0.11049259600116956 0.4421315792925626 2.492089033126831 False 10 7400 29.72 1.09e+03 4377.7627 0.9333316818453334 0.14040435929978037 0.4016813383042545 3.199841022491455 2756.0127 0.9399877642630283 0.12036535766315921 0.48088552723999606 2.8834166526794434 False 10 7500 29.17 88.92 4331.2764 0.9155432596249831 0.14904423870816366 0.41911461186857657 2.6744353771209717 2479.348 0.9252697894682134 0.12838863057340227 0.4915678766793142 2.3335695266723633 False 10 7600 29.04 88.12 4283.872 0.9113313513003409 0.15952325773369322 0.4283228278815248 2.558060884475708 2442.243 0.9219930699290463 0.1373615126876384 0.49905937582641285 2.2526509761810303 True 10 7700 29.4 91.19 4652.8384 0.9152172518948627 0.1376120384919589 0.3940904766779525 3.7851881980895996 2691.0515 0.9254289034613354 0.11782173623719093 0.4496412461552324 3.6655197143554688 False 10 7800 28.64 100.9 4762.7607 0.9207256186029734 0.14905196851437508 0.4143164243345031 2.710146903991699 2553.1328 0.9274943850036685 0.13295428006097787 0.4939633798490793 2.3306453227996826 False 10 7900 28.89 95.48 4073.8445 0.9198330259553456 0.13126780203418206 0.4219084663511807 2.6612608432769775 2644.757 0.9299307726644104 0.10971418070721362 0.4944671413650426 2.333893060684204 False 11 8000 28.96 116.5 3898.8655 0.9160182217857771 0.15800085765707805 0.41364962872894423 2.644927978515625 2433.1165 0.9253251201670131 0.13678068163559787 0.4909000455161018 2.2966761589050293 True 11 8100 29.54 247.2 4155.2817 0.9133596122134365 0.1621328526883624 0.42693382376291544 2.564443826675415 2429.9524 0.9232990593002596 0.14148905660581557 0.5048003852059444 2.234013557434082 True 11 8200 29.91 111.8 4038.656 0.9149803380774241 0.16151426189188384 0.4332407756185652 2.5366716384887695 2436.5261 0.9261014023547864 0.13747926566714527 0.5041165701231548 2.216733455657959 False 11 8300 29.13 140.3 3783.7917 0.9074163259839936 0.16894069032324727 0.4352679552776861 2.594898223876953 2383.6394 0.9204447205415165 0.14234263898847804 0.5069952216466448 2.2708349227905273 True 11 8400 30.86 86.89 3657.7532 0.9055224249253857 0.17430995120307308 0.4357359438350621 2.580406904220581 2362.4985 0.9191678970038842 0.14616723173274448 0.5077256102034342 2.269256114959717 True 11 8500 29.59 98.88 3954.751 0.9180262213899586 0.15199866343493224 0.39939311674642164 2.9430911540985107 2652.8423 0.9297119795243021 0.12496267805986673 0.47308297120375836 2.6917965412139893 False 11 8600 28.89 123.1 3579.0557 0.9063056503694749 0.17335500917662283 0.4372730048152199 2.6047444343566895 2408.3486 0.9211928385646083 0.14033999330345678 0.5064227452329064 2.2925405502319336 False 12 8700 29.0 88.55 3657.1997 0.9127590900307931 0.1756224905039029 0.4348446973121781 2.585587978363037 2393.8523 0.924651394023318 0.14828844086588527 0.502508800287263 2.282536506652832 False 12 8800 29.1 130.2 3820.217 0.9094198717571224 0.16556442289617265 0.4382105398511922 2.709146499633789 2464.5518 0.9225782040447525 0.13618580255081747 0.5058029807893779 2.4033091068267822 False 12 8900 29.07 86.46 3651.8096 0.9186859074080309 0.1647394648611106 0.4272591912598682 2.8865368366241455 2569.1492 0.9291967429368769 0.1400027397216454 0.4870586338812915 2.6069023609161377 False 12 9000 29.1 89.07 3667.4211 0.908087352227491 0.16758811575017582 0.40728782218762766 2.6035633087158203 2481.2368 0.9205954936131295 0.1413468699192432 0.48334479887798387 2.275681734085083 False 12 9100 29.02 91.42 3958.5166 0.9050764752653817 0.17862022564398322 0.41722428006012086 2.5787911415100098 2397.2896 0.919147458094833 0.14849605705065785 0.49255745629868075 2.25101900100708 False 12 9200 29.11 88.43 4299.939 0.9224460537155179 0.1584440495888471 0.38367283220241644 3.006171464920044 2747.9768 0.9302836263474459 0.13562374210379136 0.4489467439462228 2.7225334644317627 False 12 9300 28.91 86.41 3946.4807 0.9075435108987937 0.17620221468400363 0.4070663102533645 2.6304235458374023 2382.118 0.9204110523345577 0.14827577783781293 0.48857078306694773 2.261535882949829 False 13 9400 28.92 86.49 3621.4458 0.9080394855527604 0.17054690551689256 0.3968886074286788 2.6428873538970947 2367.709 0.9214790027712985 0.1408174387513243 0.47574756152147196 2.3302581310272217 False 13 9500 28.98 87.47 3903.936 0.904538170114996 0.1743220271252978 0.41668990679763696 2.579617500305176 2441.2993 0.9194283909741133 0.1424201422478409 0.49484037599463054 2.246532917022705 False 13 9600 28.85 1.043e+03 3730.5793 0.9084232006436928 0.17475385950599154 0.43820450789511195 2.5345776081085205 2370.6917 0.9214606835215412 0.14642770541486685 0.5107551906319246 2.225842237472534 False 13 9700 29.03 714.2 3814.983 0.9059049785648899 0.1705407834381593 0.4371677197400833 2.5490355491638184 2406.8286 0.9197857202856395 0.14113571549366669 0.5094347403266701 2.2103395462036133 False 13 9800 29.59 372.5 3604.99 0.9009476652366101 0.18551218278314746 0.4425346336776823 2.5313875675201416 2339.788 0.9174227013222236 0.14965916593068382 0.50974036372532 2.2363510131835938 True 13 9900 29.53 267.3 3560.6436 0.897563951435243 0.1917844308249247 0.44546773214995694 2.5268425941467285 2347.371 0.9162603847883413 0.15196161194929647 0.5130441169384704 2.2280592918395996 False 13 10000 29.21 96.7 3595.849 0.898816140690533 0.1805232849044227 0.44631949150542033 2.7313530445098877 2371.3582 0.917198289204843 0.14288284430294304 0.5124263881787812 2.4159913063049316 False 13 10100 28.86 85.53 3332.2227 0.8973916325845188 0.18454749941333093 0.4292763899122191 2.862001419067383 2344.524 0.9163306701004832 0.14394132409880334 0.503809092110617 2.458690881729126 False 14 10200 28.74 100.6 3508.6296 0.9009270395414704 0.1847347715320542 0.4436217416248961 2.5217819213867188 2375.5872 0.9181063567711762 0.1479024962555362 0.5114560944123459 2.215829372406006 False 14 10300 28.89 173.4 3615.3062 0.9034805498265019 0.1807520712512163 0.4412661850687052 2.536532402038574 2437.0488 0.9206887830920909 0.14386698701873507 0.5098672547056856 2.2070271968841553 False 14 10400 29.76 953.8 3521.872 0.9021584365519464 0.18926451781494041 0.4493586210259376 2.512709617614746 2346.47 0.9189276864410443 0.15206482929882853 0.5149218251469416 2.2130870819091797 False 14 10500 30.32 94.72 3576.1597 0.8935188786298712 0.1952228915407498 0.4449578372560696 2.517920970916748 2275.3616 0.9126809074086611 0.15551106579162832 0.5095098434023209 2.228175401687622 True 14 10600 29.34 999.9 3439.8274 0.8941684369211742 0.19879819369402876 0.4512134059517533 2.5007622241973877 2305.0989 0.9147490028147034 0.15379492440304418 0.5180241699502607 2.197631359100342 False 14 10700 28.74 101.8 3573.0325 0.8891660925953385 0.2062774557605697 0.4607016516741309 2.5004701614379883 2274.718 0.9112631492950385 0.15942928287571845 0.5231750375529596 2.2178292274475098 True 14 10800 29.56 91.44 3296.8284 0.8948378611869764 0.2028913559332617 0.44988260620654835 2.5819060802459717 2286.226 0.9155625914005727 0.15616627687826912 0.5147834586847164 2.281097650527954 False 15 10900 28.96 103.1 3406.4258 0.8940067914477086 0.2032926835456609 0.45189035251810294 2.514529228210449 2337.6658 0.9151053602954642 0.15538920144587273 0.5150058092524076 2.229168176651001 False 15 11000 29.52 911.5 3429.0146 0.8946598461444908 0.19937497934722467 0.4554539736854631 2.4905385971069336 2387.0107 0.9167318279047738 0.15077288626157576 0.5173916051365235 2.203477144241333 False 15 11100 28.99 123.8 3485.0242 0.8967881903277583 0.1910661079835572 0.4622803426337163 2.593507766723633 2356.5798 0.9163990539484772 0.14835063452486244 0.5167738246167515 2.3644509315490723 False 15 11200 28.85 110.3 3507.7065 0.8899436886576733 0.2035654374355142 0.4562631969793676 2.487135887145996 2274.695 0.9123467437409707 0.15590295463143222 0.5191959407240974 2.1980745792388916 True 15 11300 29.75 94.28 4079.8313 0.9022408670581077 0.19591158462890282 0.44192256138621927 2.6229357719421387 2373.9731 0.920301932514779 0.15281515361855189 0.5112571149856407 2.306011438369751 False 15 11400 28.97 93.24 3428.825 0.8907808720646135 0.203707736772819 0.4505407844213233 2.5049867630004883 2338.0635 0.913387287430361 0.15395614047433231 0.5165975298659634 2.206447124481201 False 15 11500 28.99 85.65 3335.3167 0.8862687909922312 0.21241134072341555 0.4577778472477208 2.48130202293396 2296.7693 0.9106449371146116 0.1593519795869011 0.5226655098710907 2.186180591583252 False 16 11600 28.74 91.46 3348.505 0.8909257236730989 0.2039098655448216 0.45396446125463363 2.4955897331237793 2291.259 0.9131982980292506 0.1547723976452399 0.5178903570541332 2.1946821212768555 False 16 11700 28.98 100.9 3254.4404 0.902481003166851 0.2017082139705292 0.4478099451571323 2.664958953857422 2359.948 0.9211560324760848 0.15443845787156232 0.515676413761253 2.357510566711426 False 16 11800 28.67 105.1 3215.848 0.8858196021193085 0.21271501104350002 0.45914081641901006 2.4683570861816406 2310.8267 0.911514035773498 0.15756630429514368 0.5218252856088387 2.167935609817505 False 16 11900 28.79 101.2 3361.393 0.8893777827622932 0.21060607244047047 0.4601213780894287 2.4654786586761475 2314.581 0.912814145275268 0.15804179286463088 0.5238593235067958 2.160740375518799 False 16 12000 28.95 213.1 3565.258 0.9013390293761712 0.1771176066900075 0.44307350822487324 2.7209439277648926 2415.6008 0.9182928541769118 0.13865173874532222 0.5089642382521946 2.471101760864258 False 16 12100 29.97 97.37 3318.7625 0.8981257728012062 0.2001217203368077 0.4478104254987106 2.6903347969055176 2290.2695 0.9166948466169226 0.1559526455815052 0.5093459096167053 2.41508412361145 False 16 12200 29.1 105.6 3346.057 0.8877110008819252 0.20378389482748321 0.45709407228046867 2.4783592224121094 2237.613 0.9100310582648676 0.15626372219630036 0.520960280126449 2.18365478515625 True 17 12300 29.45 1.098e+03 3678.0942 0.8924531092918878 0.19344099501993295 0.44662405495824437 2.5108749866485596 2346.0583 0.9151270342565547 0.14362304264068743 0.5142449469686112 2.2025644779205322 False 17 12400 29.65 84.9 3449.2402 0.8850929651440594 0.21343793885642245 0.4596241037172562 2.4781599044799805 2242.7207 0.9112739755590091 0.15594164119600623 0.5257177052692943 2.1741883754730225 False 17 12500 29.2 929.8 3467.5137 0.888105638067648 0.2025425862215376 0.4547744273978326 2.50722336769104 2217.0256 0.9112166045896629 0.1517430669400586 0.5213207272552183 2.2035036087036133 True 17 12600 30.01 85.4 3374.785 0.8869761620199734 0.21380438055171672 0.45536696002906174 2.5114939212799072 2228.483 0.9125949165236559 0.15566522603935815 0.5188995541398485 2.189008951187134 False 17 12700 28.94 86.1 3277.4666 0.8842930354784148 0.2211217082623202 0.45247522272367624 2.4917778968811035 2254.0679 0.9106464809562115 0.16250804922443582 0.5151273743465671 2.187816619873047 False 17 12800 28.76 89.48 3187.0771 0.8853245951129421 0.2150777280498512 0.45110379772418696 2.5704424381256104 2252.9924 0.909870137157987 0.16008279527595154 0.5161828990562105 2.238152027130127 False 17 12900 28.9 104.2 3194.8442 0.8799321665849402 0.22225669769626974 0.46087886207042617 2.4706263542175293 2277.2007 0.908547653632454 0.1599534902349679 0.5200908506072986 2.170454502105713 False 17 13000 29.1 97.61 3105.4346 0.8790962733195724 0.2275220650544583 0.46933715016559796 2.485592842102051 2267.4924 0.9087177402934331 0.16355999581811415 0.5271753357779806 2.2028560638427734 False 18 13100 28.97 86.13 3277.781 0.8809119300753196 0.21431510004476484 0.4748795345835104 2.460233688354492 2283.1682 0.9091419794600119 0.15407504590343596 0.5328447513950559 2.1839373111724854 False 18 13200 28.87 87.36 3567.5657 0.8814632465989419 0.21619614679381738 0.47356413700576944 2.4350497722625732 2289.7544 0.9098509583767824 0.15645256360019238 0.5308708764425462 2.154804229736328 False 18 13300 29.04 91.08 3186.5718 0.8824527761294607 0.22244725021689324 0.4788590332481902 2.4209487438201904 2283.7651 0.910904430051124 0.15972069021289045 0.5321945199509738 2.148362398147583 False 18 13400 28.88 92.58 3292.9907 0.8764469855187982 0.2372181993691665 0.4764439007580606 2.432307481765747 2218.9065 0.9068041512566668 0.17038742568461812 0.5294691552555078 2.165199041366577 True 18 13500 29.48 935.5 3195.705 0.8758022390783297 0.23552359050178617 0.47162711873478536 2.5425896644592285 2208.5278 0.9058426719507744 0.16914855597346512 0.5317840281431725 2.2267823219299316 True 18 13600 30.49 87.9 3958.651 0.896786993824222 0.18074919683377164 0.4593318688139288 2.5004429817199707 2582.7078 0.9188817613528634 0.13191689376873877 0.5097029188389249 2.2610905170440674 False 18 13700 28.78 270.9 3257.0017 0.8911132851966762 0.21631131698516057 0.46065409594216306 2.797558307647705 2358.8813 0.9150123379648198 0.1603519949635458 0.5192226670668203 2.521815538406372 False 19 13800 29.05 976.0 3076.154 0.8878352019545056 0.2216675291951209 0.45626900195781234 2.495438575744629 2304.049 0.9124652358987748 0.16331853971527507 0.5190121719661839 2.2152938842773438 False 19 13900 28.71 120.8 3232.3096 0.8823376372140189 0.22541987497798796 0.46674357026298235 2.493213653564453 2263.846 0.9099954552150831 0.1623783712886978 0.5246621279474949 2.2293238639831543 False 19 14000 29.15 122.9 3100.52 0.8813351465369189 0.23450983809168846 0.46325927816376006 2.4842369556427 2243.7612 0.9109676989924321 0.16622763373722046 0.5262113614510101 2.1822896003723145 False 19 14100 29.15 118.9 3632.0725 0.897235245300521 0.19982817221426158 0.4497651138306509 2.8150441646575928 2393.2017 0.9198573693652263 0.14328506808898706 0.4926362809754185 2.6279375553131104 False 19 14200 29.07 91.66 3198.7673 0.8878098611571063 0.20313467552020606 0.4626546965486834 2.4592158794403076 2368.8845 0.913294560867058 0.14734743561425587 0.523988870933483 2.163562297821045 False 19 14300 29.36 93.15 2973.8655 0.877477307680559 0.2328002000786566 0.4607187149094703 2.494889736175537 2195.0547 0.9073957003234334 0.1658278764149563 0.5218456635629769 2.208146810531616 True 19 14400 29.59 86.96 3410.8198 0.8790738257396743 0.24027204407208244 0.46798284699902887 2.4403672218322754 2263.0286 0.9108120262860173 0.16640321383928725 0.5264215878735486 2.145768165588379 False 20 14500 29.05 106.9 3244.3228 0.8765054176065498 0.22589046778126243 0.4624273561009901 2.501575469970703 2263.5154 0.9082065779034502 0.15749395444331832 0.5239227922369102 2.1967713832855225 False 20 14600 28.95 282.3 3042.5435 0.8810234202972907 0.22713640992363718 0.4579641556053031 2.4886467456817627 2293.7173 0.9118974101579334 0.1577643616458292 0.5187703513694608 2.1860015392303467 False 20 14700 29.77 100.7 2997.7654 0.8703498173758141 0.2462955698293763 0.4711848301195316 2.4459481239318848 2203.996 0.9055515099195283 0.168720172482376 0.5267001798106169 2.1755788326263428 False 20 14800 29.11 85.41 3313.3467 0.8957600969042059 0.21709935919111922 0.45926589473629853 2.541486978530884 2406.6145 0.9190393376083076 0.15668371247531562 0.5236218423127429 2.265169382095337 False 20 14900 29.06 86.66 2979.552 0.8803936258523726 0.23897323353482106 0.4709213500718597 2.544830322265625 2245.9102 0.9113029314092279 0.16561306067935097 0.5295906378186829 2.261176824569702 False 20 15000 28.91 104.6 3095.409 0.8813494214480635 0.2267489763316249 0.47434716259583876 2.5451879501342773 2283.5159 0.9116587873873115 0.15865988038006076 0.526051292844525 2.285447359085083 False 20 15100 28.92 101.7 2951.213 0.8728856612123729 0.23561342599920507 0.4819683171521552 2.424067735671997 2291.949 0.9090165125757125 0.15661529379978636 0.5357883315163062 2.158930540084839 False 21 15200 28.66 92.53 3310.338 0.8791156282622111 0.23602697045514273 0.494166750754422 2.63407564163208 2289.162 0.9114654022260055 0.1628527318928694 0.5345230342633323 2.4052114486694336 False 21 15300 28.97 91.74 3351.3599 0.8802512137308589 0.22735358542788292 0.4670470535133355 2.5084822177886963 2250.3643 0.9087639922809724 0.16262224676720208 0.5255605715770547 2.225794553756714 False 21 15400 29.04 94.0 3247.415 0.8737263214879402 0.23619279893321976 0.4751619131064575 2.4301984310150146 2214.72 0.9072064403941699 0.16168508968431503 0.5324690714559562 2.145880937576294 False 21 15500 29.04 85.2 3190.7075 0.8713230095461173 0.240886741595575 0.47686332043098945 2.4321091175079346 2270.3796 0.9070889578430639 0.16084673496285806 0.5325190115113478 2.151675224304199 False 21 15600 28.9 194.9 3077.1318 0.8765245105328171 0.23826839011098566 0.47251778983090464 2.4309210777282715 2270.5125 0.9103992108100075 0.16104192903168815 0.532091947541908 2.128434181213379 False 21 15700 29.0 187.3 2930.654 0.8728233653117481 0.24810989143150744 0.47605402280008857 2.423748254776001 2229.9453 0.9075168583123244 0.16899319062651197 0.53165412161517 2.1476972103118896 False 21 15800 29.9 436.5 3028.3018 0.8819842590358441 0.22882201241566819 0.4833149816848119 2.4337427616119385 2331.081 0.9123913722422687 0.15766895041687906 0.5398608799927179 2.167957067489624 False 21 15900 29.04 91.82 2866.9094 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0.8558911798111617 0.2757438135324166 0.49325743264681077 2.3868446350097656 2201.679 0.9017724262913908 0.17338342694306416 0.5354321405471342 2.151549816131592 False 26 19000 29.6 89.0 2913.4993 0.8574524596866159 0.27408929877278154 0.5026236044028902 2.3668487071990967 2219.9648 0.9040354676059119 0.16967663879298917 0.5420928531967945 2.1405797004699707 False 26 19100 29.13 86.89 2994.0178 0.8782222029670722 0.23733578474765685 0.4726136264633287 2.5603973865509033 2315.299 0.9127089092424365 0.15405673983872406 0.50935248705121 2.3260624408721924 False 26 19200 29.12 93.05 2980.2256 0.8689726088462755 0.2514138027639286 0.46989740086651166 2.466723918914795 2280.6685 0.9084762518179588 0.1607807930516026 0.5149435158362601 2.2019009590148926 False 26 19300 29.27 94.1 3059.948 0.8700126659903319 0.25815789339692136 0.47990789250753785 2.4086825847625732 2272.6704 0.9087507046133032 0.1669186908777446 0.523307645496221 2.1594066619873047 False 26 19400 29.3 91.32 3023.6863 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0.8625605210690312 0.2726136734790089 0.4908711589697217 2.412705183029175 2248.4814 0.9068312507075474 0.16954841461945175 0.5409165606740929 2.1342594623565674 False 27 20000 29.28 100.3 2875.725 0.857313011806824 0.27269346803895794 0.5022632559001144 2.352576971054077 2239.3003 0.9030966520048844 0.17108059050298458 0.5436730384239579 2.117849349975586 False 27 20100 29.15 93.38 2967.8665 0.8572096517055915 0.2745299500148821 0.5066417146234352 2.3717055320739746 2198.189 0.9031928381666181 0.17212636967300432 0.5450050315267653 2.1436760425567627 True 27 20200 29.88 113.8 3004.5774 0.8641189292266538 0.24956826163274165 0.5020479279302266 2.3741886615753174 2394.2268 0.9074066286264252 0.1550799902991139 0.5394170503654802 2.160069465637207 False 28 20300 29.22 91.12 2990.8774 0.8765233827958626 0.2536450362812483 0.4757548148534934 2.4855055809020996 2327.3428 0.9128691379344656 0.16132072294444427 0.5275586613035983 2.2090771198272705 False 28 20400 29.1 124.1 3040.1736 0.8512034544306059 0.2807807456680268 0.5043534695056684 2.3531227111816406 2179.8523 0.900408584434688 0.17375428740632493 0.53743352143061 2.1410439014434814 True 28 20500 29.87 86.43 3038.824 0.8560646702629826 0.278236856503549 0.4988237443750739 2.3679792881011963 2192.8386 0.9022024578820104 0.17358341788978715 0.5398199010212005 2.127183198928833 False 28 20600 29.18 87.26 2859.3486 0.8699160536303716 0.2588250303000744 0.48949872631479996 2.377436399459839 2210.129 0.9080349832144462 0.16712829742920354 0.5379416494554592 2.113588333129883 False 28 20700 28.85 93.7 2910.8716 0.8581987984643384 0.27558674879566 0.5009814114402587 2.364192008972168 2256.3557 0.9047705413802756 0.16986901081142217 0.5394508775118346 2.1340880393981934 False 28 20800 29.34 95.13 3139.5166 0.8567046713976325 0.27640432224987066 0.5052667497364327 2.4357824325561523 2274.457 0.9042023336388156 0.16883420327039575 0.5388012460447998 2.2207696437835693 False 28 20900 29.23 108.3 2959.5864 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0.8638570663578562 0.2672070392401743 0.4789002315449098 2.415599822998047 2233.9482 0.905648458502862 0.16989605149563236 0.5315133413901555 2.1287600994110107 False 29 21500 28.99 112.7 2915.9849 0.8508675741173725 0.2865325903921752 0.5009388544028641 2.3519656658172607 2184.856 0.9003768788702948 0.1778388897249989 0.5431039233745024 2.1079092025756836 False 29 21600 28.97 99.34 3013.053 0.8559174581205699 0.27658067117471596 0.4949065776825918 2.4470932483673096 2206.289 0.902929143670673 0.17122138091636863 0.5332659290389444 2.2108957767486572 False 30 21700 29.26 86.83 2848.3003 0.8496958102309992 0.281896221936927 0.5030467785194215 2.391204357147217 2178.9407 0.8994333675547874 0.17283245087175922 0.5443547792141005 2.158491373062134 False 30 21800 29.52 91.6 3051.914 0.8586345186042974 0.2755951239031978 0.4980234861757022 2.356153964996338 2261.6123 0.9048882974570193 0.17013873711075544 0.5415594476528784 2.1080541610717773 False 30 21900 28.82 108.9 2836.8306 0.8518024745812509 0.2859952601476698 0.5022134089272976 2.3607068061828613 2205.9663 0.902182879223996 0.17292243733352286 0.5459698152331892 2.114262580871582 False 30 22000 28.95 129.2 2951.9045 0.8608469991425387 0.2658465436155684 0.4939476344926095 2.3903186321258545 2377.6128 0.908872660322163 0.156912228748677 0.5374033601386876 2.1489198207855225 False 30 22100 29.09 92.49 2880.514 0.8548648323779009 0.2806747510977501 0.5089617551345466 2.3789875507354736 2223.2966 0.9020373239159694 0.17363247675866933 0.5467057603538471 2.162764072418213 False 30 22200 28.93 90.96 2865.9722 0.8489470637618408 0.2881567941870292 0.5098658195097124 2.3639848232269287 2229.429 0.9003603523388027 0.17490470394315516 0.5468626647449547 2.142441749572754 False 30 22300 28.12 191.6 2593.0024 0.8605826099814303 0.28202843483333073 0.5013840985276437 2.4054362773895264 2210.6484 0.9028972143096656 0.1807654271656183 0.5407999561338348 2.180246353149414 False 30 22400 28.66 863.4 2559.1663 0.8566015532802284 0.287260745858156 0.5049031418614155 2.3404483795166016 2215.7297 0.9039675795037619 0.17658473424805435 0.5457802106174434 2.100992441177368 False 31 22500 29.04 737.6 2612.9124 0.8491633910479073 0.2958620800149518 0.5046149616596453 2.33125638961792 2173.6968 0.9003083417101172 0.18177397198210327 0.5429645148528498 2.09800124168396 True 31 22600 29.78 808.4 2871.797 0.8578192792852036 0.274492860204426 0.48662423009227174 2.5393905639648438 2165.7087 0.9020287684883038 0.17346398447739472 0.5321501637855979 2.2848989963531494 False 31 22700 29.06 103.3 2812.6912 0.8553781821294348 0.2861961360480745 0.494369605677677 2.389526128768921 2142.826 0.9021868826894061 0.17787676094177912 0.5327749057609903 2.155806541442871 True 31 22800 29.78 128.8 2863.7292 0.8447172679733937 0.29036782296107 0.5160777059395816 2.3434417247772217 2184.9668 0.9002438737144007 0.17002735824962875 0.5470505725020903 2.1479597091674805 False 31 22900 29.69 264.6 2902.7305 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0.832235924630963 0.33278068519088233 0.555345382079376 2.193394660949707 2231.8657 0.8987507086013646 0.1778665217299246 0.5531307054028908 2.088914632797241 False 44 32000 29.43 87.51 2587.5598 0.8285967641981984 0.3372208022662573 0.5563142039942124 2.186589479446411 2208.8901 0.8991663884269125 0.17608139455376381 0.5526371463872414 2.0833208560943604 False 44 32100 28.97 87.17 2526.0017 0.8374768559624148 0.31586169459861546 0.5487362686692275 2.2524423599243164 2225.4595 0.9016493719301398 0.16798678341563775 0.5550656956351242 2.1126015186309814 False 44 32200 28.57 86.91 2735.9119 0.8259286700726092 0.3321302652530179 0.5561476499465278 2.18153715133667 2175.6628 0.8965896770867717 0.17505548254847128 0.5542634155934166 2.072597026824951 False 44 32300 28.72 85.55 2650.44 0.8330579043629935 0.3329883400292126 0.5514027132785249 2.3473939895629883 2189.1143 0.898804687134408 0.1787437882270433 0.5478860172451544 2.2248892784118652 False 44 32400 29.1 85.0 2690.2737 0.8351168673667556 0.327338882511267 0.5537305892591876 2.223456859588623 2198.126 0.9007324817367671 0.17410004281509964 0.545952127131447 2.1247878074645996 False 44 32500 28.92 84.88 2698.9702 0.8299421191195636 0.3337464866659149 0.557716977087351 2.16094970703125 2206.1765 0.9002974805623375 0.17298674180832238 0.543859566415819 2.09130597114563 False 45 32600 28.95 87.21 2602.8904 0.827110988432625 0.34402531056269003 0.5586219659434136 2.1682517528533936 2190.3323 0.8993167712742726 0.1768655877259882 0.5510285984938924 2.0815391540527344 False