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 16.67 292.4 56162.03 0.9786844470902192 0.011333682442988439 0.2653593264582836 152.66712951660156 28974.74 0.9795303374045847 0.010123545312592222 0.3402621516992049 154.57687377929688 True 0 100 30.87 656.2 8509.101 0.9765183634292313 0.0238406956088261 -0.4571503727008131 8.062193870544434 6117.0176 0.9767296014595432 0.02604980131504966 -0.5395086737033908 7.721804618835449 True 0 200 30.59 283.4 8957.122 0.9768472597038302 0.025076458938120116 -0.4261365694716151 9.791916847229004 7174.5156 0.9769735970271715 0.027354369267434224 -0.5140606813871563 9.397676467895508 False 0 300 28.78 599.2 7261.095 0.975522002495337 0.02685029036120877 -0.4295023418730965 14.369152069091797 5925.7354 0.975797214821238 0.028625846434518744 -0.5147508224697972 13.748420715332031 False 0 400 30.5 76.69 6160.7085 0.9641258632016918 0.05673449042419093 -0.4238776507212379 8.592026710510254 4696.6826 0.9649123077994303 0.05591770056590764 -0.5098584387381196 8.275212287902832 True 0 500 29.6 541.6 5851.442 0.9612409785271463 0.057683697971465754 -0.4519581739057541 6.077719688415527 4617.0244 0.9624051340409135 0.05617868915010203 -0.5334952175402722 6.143885135650635 True 0 600 31.01 307.2 5735.7607 0.9646131870962166 0.05620750988072161 -0.4168892254106197 5.364856719970703 4826.9873 0.9649989651412894 0.05743450554260486 -0.5026940911493686 5.36881685256958 False 1 700 38.19 112.1 5345.905 0.9621514545289425 0.06455717199349749 0.3844845650629367 4.33744478225708 4551.703 0.9627005504504469 0.0648676346393988 0.47799474138883463 4.124088764190674 True 1 800 29.6 239.7 4894.928 0.9513393384146044 0.09038303310261321 0.32867994057101496 4.412467956542969 4105.2217 0.9515719692410163 0.09089182392309496 0.4232597741436987 4.24216365814209 True 1 900 29.91 356.8 8021.6445 0.9628427026304699 0.058403389153077516 -0.41553624160977437 14.380910873413086 5740.3394 0.9633511742457798 0.058533811019917587 -0.5007955344317557 13.735894203186035 False 1 1000 29.3 111.6 4692.1143 0.955137105657961 0.08541830333342317 0.3642995986020301 4.294431686401367 4113.9263 0.9559837380947 0.08586672718958259 0.4666075294788213 4.0714030265808105 True 1 1100 29.09 85.67 4792.5615 0.9567592367862464 0.07229775218229777 0.35959328632584264 4.347880840301514 4223.2944 0.957300711488559 0.07332693125263966 0.4438503568556333 4.158802032470703 False 1 1200 29.1 96.83 6372.9116 0.9715401994296358 0.03690509960769885 0.4003272748155331 4.492812156677246 5841.346 0.9720405269910922 0.03675358631551416 0.4900638877926372 4.199563503265381 False 1 1300 29.03 88.58 4347.2617 0.9518790051040348 0.08419819558212585 0.3901534145708637 4.256102561950684 3955.3718 0.953015362757009 0.08278972113707736 0.4786424050019206 3.975342273712158 True 2 1400 29.42 81.06 4677.24 0.9551034188513133 0.06683621131768562 0.3823820568677124 4.316535472869873 4145.5347 0.9560591560479701 0.06602382797837916 0.47005663407862586 3.952988624572754 False 2 1500 29.32 230.3 4090.6233 0.9429127937638438 0.1045943453839004 0.400128096084185 4.04635763168335 3656.9724 0.9445673471592344 0.10078364430844106 0.4869183187409408 3.677611827850342 True 2 1600 30.06 582.5 4349.4243 0.952480853453628 0.10507686928910882 0.39752489086388504 4.891342639923096 3908.5217 0.9533377038903563 0.10270226808601346 0.4841786747534299 4.579476833343506 False 2 1700 29.36 178.7 6309.37 0.9667032167488911 0.04408419988524084 0.3785785121912316 4.135073184967041 5872.981 0.9677757207108519 0.04196449229535832 0.46217812574696626 3.863079309463501 False 2 1800 29.67 368.0 4120.382 0.9407487177077041 0.10276751591697106 0.4131893576137418 3.9942564964294434 3713.5835 0.9416969985351065 0.10080867457482286 0.49950327246806403 3.655177116394043 False 2 1900 30.27 332.9 4484.254 0.958804602823813 0.08357439072188012 -0.4596375244196077 5.4154839515686035 4133.345 0.9600654154804542 0.08105334232213292 -0.5126449973594261 5.326840400695801 False 3 2000 29.97 90.85 4512.7075 0.9506839472482884 0.10585957554460536 0.014126632814728188 5.14481782913208 3828.6719 0.9522597290689194 0.10254768350588409 0.019035342551469794 4.9998321533203125 False 3 2100 29.81 115.2 4258.7266 0.9499351301691189 0.09142575440302932 -0.45897187599488526 6.163905620574951 3864.696 0.9514957752483355 0.08829351093948701 -0.5281037530440726 6.082531452178955 False 3 2200 30.04 84.87 4512.567 0.9548934187950817 0.0691889968657083 0.33135355797167565 4.371026992797852 4274.5522 0.9558398587277078 0.06769831264181747 0.4209541625994683 4.175172805786133 False 3 2300 29.29 248.0 3901.053 0.9429217026789237 0.09394316098007935 0.3731913025464775 4.239198684692383 3721.8406 0.9442850214971354 0.0929097900202955 0.46433211812673514 4.005405426025391 False 3 2400 29.17 95.45 3813.553 0.936330226019104 0.11402643021437452 0.41260661175823626 3.990115165710449 3469.39 0.9388046902645385 0.10873305066828157 0.4907993551925656 3.687469720840454 True 3 2500 30.21 117.9 4402.019 0.935303423446535 0.11878765718484188 0.40525210213017043 4.032618045806885 3449.8665 0.9375527457674366 0.11401817764036402 0.48965028722018106 3.7353715896606445 True 3 2600 30.55 75.87 4115.589 0.9439218825457182 0.1195732241336645 0.4131003334695416 4.047752857208252 3642.8708 0.9461758256604862 0.11303521890406831 0.4962039469209205 3.7605578899383545 False 4 2700 28.83 110.2 3939.1047 0.9310079741690332 0.1263955236333007 0.415934044848529 3.9397642612457275 3312.694 0.9337249104270876 0.11895347737549936 0.4992490910932773 3.5758655071258545 True 4 2800 29.52 88.6 3775.9656 0.9324214066121351 0.12304077743573598 0.4270291367333017 3.8989078998565674 3260.8623 0.9357262563845339 0.11473117203187849 0.5122314514945684 3.4905145168304443 True 4 2900 29.57 311.8 3696.4607 0.9352549176169745 0.11480141626662216 0.4103870058247442 3.973037004470825 3421.7205 0.937286909395821 0.10931764917566612 0.4945313533617103 3.609544038772583 False 4 3000 29.13 79.59 3506.179 0.9259662609096746 0.13181119860327403 0.43633275474942673 3.9012293815612793 3202.0461 0.9298019062960188 0.12247161248953599 0.5127171579532271 3.555626153945923 True 4 3100 29.91 77.19 3673.165 0.9277417138120528 0.1335778549795741 0.4622974307791035 3.756697177886963 3373.1118 0.9321245798964923 0.12274536835840111 0.5319408188630924 3.424211025238037 False 4 3200 29.34 85.14 3947.9285 0.9379198073560606 0.11590497575993228 0.39992116764055524 4.251138210296631 3450.2266 0.9405000751551287 0.10905748683114858 0.4884284968870895 3.968395948410034 False 5 3300 29.14 86.76 4377.9736 0.9371555676588318 0.1169090687997873 0.40268033334624903 3.9951276779174805 3541.7197 0.9385676511875674 0.11165846841303519 0.48896010610118895 3.601863145828247 False 5 3400 29.07 80.8 4604.631 0.9410288074421838 0.10546131390326607 0.4463073372699012 3.8440322875976562 3558.029 0.9427230095442726 0.09996386825008917 0.5233131514247855 3.5061845779418945 False 5 3500 29.39 82.64 4435.26 0.9331808635483146 0.12746748596806742 0.4670214786659676 3.727598190307617 3296.669 0.9363397485775036 0.11917692635806514 0.5404518483890327 3.345879554748535 False 5 3600 29.33 233.7 4099.771 0.9412758403760684 0.10389066564238403 0.4545245099392924 4.44008731842041 3508.8765 0.9441187356950159 0.09681348109818912 0.5274550318611103 4.204125881195068 False 5 3700 29.46 79.9 4260.653 0.9419772840793825 0.12052118471572743 0.4708678582944942 3.8356478214263916 3523.9038 0.9445647502307336 0.11239685007517257 0.5431069649996468 3.551536798477173 False 5 3800 29.4 81.14 3839.048 0.9326369046377128 0.11865832768096025 0.44062032740602225 3.8561084270477295 3286.9814 0.9354129412364374 0.11179418880715819 0.5213487008266388 3.5055460929870605 False 5 3900 30.94 492.7 3561.2012 0.9229608144810897 0.14238105149471517 0.47325860229570393 3.7138633728027344 3056.8845 0.9275930247521585 0.12955881964035076 0.5410971926363966 3.388944149017334 True 6 4000 30.43 116.0 3934.7515 0.9433498759924535 0.12085716345928307 0.48300323663045913 3.83237624168396 3523.4478 0.9464810595032387 0.11325895741804985 0.5536019079773373 3.5641603469848633 False 6 4100 29.68 148.1 3477.6812 0.9235519155785334 0.14254915128389445 0.4736371409853592 3.775664806365967 3113.0574 0.9287468749326192 0.1295057712156289 0.5423691335488682 3.439836263656616 False 6 4200 30.22 105.3 3772.6401 0.9218348001183111 0.14385255705075942 0.5012954524939689 3.7195146083831787 3042.7332 0.9275146872739762 0.12960255826138778 0.5608871442721617 3.4110910892486572 True 6 4300 30.66 124.3 3417.0513 0.9315259203806727 0.14328782037094445 0.43654134384228227 4.048408031463623 3282.4487 0.9347688938376363 0.1334171924124028 0.5153128030993444 3.7139487266540527 False 6 4400 29.38 81.56 3582.974 0.9270485612560772 0.12983767461130052 0.4660927175235893 3.983016014099121 3242.1765 0.9315638457221194 0.11954308863355344 0.5390385365698214 3.6794145107269287 False 6 4500 29.42 293.6 3318.2417 0.9183452340757713 0.14810198791310558 0.4940717014028299 3.6173360347747803 3019.1257 0.9250872832668448 0.13158688402782648 0.5586779382520152 3.289654493331909 True 7 4600 30.54 136.4 3287.0532 0.927838238096028 0.13413991438338088 0.5360370882292653 3.5372023582458496 3160.1077 0.9327771422620633 0.12210919800460893 0.590158027390408 3.2706286907196045 False 7 4700 29.98 109.7 3299.4373 0.920540882679559 0.15517409523446873 0.45468614995493406 3.807452440261841 3130.0537 0.9271027009216359 0.13787142342140313 0.5249319955174234 3.4779438972473145 False 7 4800 29.39 87.38 3231.086 0.918811637969879 0.1594858194913284 0.4747174450108482 3.6967427730560303 3051.9294 0.9252381713065903 0.1439150698293379 0.5451960542631386 3.351146697998047 False 7 4900 29.2 94.8 3834.6963 0.9281373903772459 0.1476357651983187 0.483630231043474 3.6867618560791016 3236.2974 0.9332462137912291 0.1337528399267529 0.5508973165265116 3.3625853061676025 False 7 5000 29.69 191.5 3972.7842 0.9212707368157573 0.14032700917826202 0.44641493322482306 3.998687982559204 3167.6692 0.9269459329087685 0.12800172494215686 0.5227577072446231 3.6445422172546387 False 7 5100 29.23 217.2 3659.1587 0.9151718482881863 0.15684799836990765 0.505411753017533 3.5993006229400635 2975.6453 0.9227215016708886 0.1399243748562807 0.5671169132703973 3.2733070850372314 True 7 5200 30.45 344.1 3714.8955 0.909550485190949 0.16648854120110962 0.536096888498053 3.4557292461395264 2929.4763 0.9186979724544052 0.14668956086022616 0.5912168572634159 3.1645729541778564 True 8 5300 30.58 494.1 3519.2778 0.9128784756260235 0.17170739776242616 0.5272797492669208 3.727665901184082 2925.1018 0.9214936245406325 0.1515758681978291 0.5852922798163671 3.4262638092041016 False 8 5400 30.05 75.35 3356.0425 0.905763523508068 0.17361909677970205 0.5268886220171781 3.4440560340881348 2823.4653 0.9162151388626087 0.14998517945288328 0.5803147874842687 3.1314992904663086 True 8 5500 30.01 91.91 3795.501 0.9414791380492376 0.1313764701688747 0.4628173771733907 4.712859630584717 3492.4302 0.9466786466833552 0.11612121406727896 0.463084313358207 4.58657693862915 False 8 5600 29.08 901.0 3291.8098 0.9280400274045676 0.15048655724989637 0.49732275637048146 3.824927568435669 3131.557 0.9328905566223715 0.13614174266450838 0.5652450245073136 3.4005630016326904 False 8 5700 30.5 167.7 3091.8447 0.9197802553146839 0.14984038282264872 0.5046135887809793 3.603039503097534 3036.7869 0.9276617882798831 0.1312106782465777 0.5676269736068149 3.297396421432495 False 8 5800 28.87 143.8 2807.3022 0.9090027659331399 0.17357830608397465 0.525321012667297 3.4533727169036865 2840.9236 0.9189424419593878 0.14990335757327045 0.5830936480046457 3.128303050994873 False 8 5900 29.59 290.8 3034.9988 0.9272189959083369 0.15265583557809737 0.533702821596425 3.6566779613494873 3100.2805 0.9332765107279041 0.1354200066698624 0.584938641947335 3.3774895668029785 False 9 6000 31.36 222.1 2700.8643 0.9129923601303179 0.16203770310540305 0.5231430687458839 3.529444694519043 2897.2778 0.9213264359450412 0.14162806618639442 0.5758309402778459 3.23828125 False 9 6100 29.04 267.8 2819.989 0.9085819094748716 0.17566392220700475 0.5524517782247078 3.514115333557129 2832.7998 0.9190006401794768 0.15014230424825997 0.6014274186575468 3.2324740886688232 False 9 6200 29.83 80.88 3281.1353 0.9179613590592896 0.14907617631982256 0.5466258590690896 3.665628433227539 3088.9133 0.9271950273181236 0.12742953245116057 0.5922431493897292 3.393807888031006 False 9 6300 29.21 89.47 2872.132 0.9066238284522902 0.17308508450290208 0.5207629270481997 3.4721872806549072 2852.443 0.9169713711079495 0.14839442397568423 0.5741465934054302 3.165586471557617 False 9 6400 29.04 285.2 2924.4834 0.902920852115337 0.18001438450716234 0.5526755757266365 3.329955816268921 2801.6553 0.9146547149460246 0.1514966398538971 0.6028788630029891 3.0422377586364746 True 9 6500 37.47 697.8 3639.3452 0.9237597857701301 0.12748312987567517 0.5452343280585228 3.5763680934906006 3221.9888 0.9314630791553792 0.11128956460523685 0.600601881656638 3.278665781021118 False 10 6600 28.91 752.5 3151.503 0.9270244696767374 0.16240588549142804 0.5093877959332931 4.319546699523926 3078.65 0.9337236779300503 0.14270998017989636 0.5690165475861534 4.011606693267822 False 10 6700 28.78 223.9 3189.6743 0.9168105685892465 0.1674949649765085 0.5309389543590148 3.4741370677948 2944.4858 0.9242432377018339 0.14818522721690236 0.5871771907215884 3.179095983505249 False 10 6800 32.13 76.46 2783.5662 0.9060153797382593 0.18138361249917975 0.5388327503222554 3.464109182357788 2809.5444 0.9171190441950756 0.1555255516715091 0.5910204490256528 3.1658992767333984 False 10 6900 29.09 1.042e+03 2624.9568 0.9122963350832364 0.1789034592208959 0.5514251496081092 3.3529117107391357 2861.2656 0.9212234377916667 0.15625022050486176 0.6001966242045678 3.0790884494781494 False 10 7000 28.65 526.6 2495.5596 0.9071583431219461 0.18147987664576948 0.5336141011196347 3.7454254627227783 2868.2688 0.9187897394308293 0.15358673226358194 0.5874931551393783 3.4299888610839844 False 10 7100 29.04 851.3 2284.9856 0.8942590470532127 0.19614329631461486 0.5631734876330224 3.2626991271972656 2679.5862 0.9078273571844679 0.1667332498855456 0.6089571162419292 2.987680196762085 True 10 7200 30.36 95.63 2946.195 0.9238005017487168 0.15797486590600698 0.5501699417444728 3.3567488193511963 3096.82 0.9305271334619429 0.13845005357959803 0.603682936196343 3.0387115478515625 False 11 7300 28.8 267.9 2338.961 0.9015532626759796 0.19146241112126505 0.5641476642931016 3.2798001766204834 2841.236 0.9138398146444537 0.16217205010309796 0.6066678493706484 3.0305166244506836 False 11 7400 29.05 96.26 3194.8408 0.9053176975270214 0.1882918826048088 0.5746461987408927 3.2722651958465576 2837.3694 0.9168141287466939 0.16013064714049696 0.619069889078332 3.0085175037384033 False 11 7500 29.13 84.92 2799.8315 0.9085088832800954 0.17561583002023878 0.4947982673167421 3.764146566390991 2943.794 0.9191260467064976 0.14841769585396036 0.5566870389348886 3.511253595352173 False 11 7600 28.79 95.48 2610.6145 0.8977458695041263 0.18890074614126348 0.522354182632565 3.4721763134002686 2752.7876 0.910957135221161 0.15917769656984065 0.5805571420303699 3.1536262035369873 False 11 7700 28.79 95.18 2642.8909 0.9059500278604792 0.17225002420893207 0.5236212545809064 3.4589858055114746 2942.181 0.9164888767100812 0.14649702219901897 0.5799013692035632 3.1456081867218018 False 11 7800 29.39 430.5 2347.9172 0.8979312742083723 0.18938100249765866 0.5564114245369385 3.3255465030670166 2735.6475 0.911421269194574 0.15917456653767922 0.6037776852604688 3.0564653873443604 False 12 7900 30.71 617.9 2580.949 0.898246679478892 0.1933213801401044 0.5773388080808911 3.1857831478118896 2745.5913 0.9122873534966673 0.16151881849399902 0.623628496200181 2.9032363891601562 False 12 8000 29.03 886.2 2905.0105 0.9157944704265436 0.17603620468006442 0.5505301381872916 3.392723560333252 3139.1697 0.9257421499179286 0.14690536871473603 0.6142318114443982 3.059826135635376 False 12 8100 30.02 86.84 3569.721 0.9202127975133588 0.14687124772592922 0.5235209521872308 3.5041592121124268 3115.7576 0.9262580791221093 0.1324068833344734 0.579830386408838 3.1762049198150635 False 12 8200 29.42 85.9 3009.6707 0.8974873084450931 0.19019780167603176 0.5799347510885996 3.244919776916504 2754.4119 0.9105706850326778 0.15924464740838368 0.6261316347202023 2.9689276218414307 False 12 8300 28.95 114.4 3169.2886 0.8924686287158947 0.1995618211079704 0.5956120331648098 3.171491861343384 2666.4207 0.9083069750418373 0.16348240779500234 0.6359517482474308 2.9330103397369385 True 12 8400 29.76 96.46 3041.7957 0.8890568252359693 0.2015047010234223 0.5741264912922365 3.307934522628784 2665.2715 0.9065326274673878 0.16236497608372408 0.6154622338396489 3.044732093811035 False 12 8500 29.21 108.9 2792.7969 0.8971987751965993 0.19345757394623703 0.5682466058749422 3.2291245460510254 2674.7842 0.9101432440550558 0.1619408481802589 0.6129475419460648 2.9572670459747314 False 13 8600 28.99 88.7 2814.929 0.8970746567531335 0.19180529773934674 0.5967842003770312 3.1901891231536865 2716.4634 0.9115657238400888 0.15830177993682334 0.6379397818124022 2.9657106399536133 False 13 8700 29.16 75.49 2551.8525 0.9019400248538881 0.1947853507006789 0.5983976199328916 3.462294101715088 2776.596 0.9164068632216794 0.15768587090013142 0.6397646173430749 3.2538902759552 False 13 8800 29.13 87.66 2507.3718 0.8880808835246712 0.21130997014440597 0.5947116072091857 3.09721302986145 2646.8733 0.9060850967893879 0.16985300884151336 0.6354668850003028 2.8403468132019043 True 13 8900 29.3 76.56 2486.088 0.8919401301897486 0.2150090041341455 0.5782034380120014 3.2005419731140137 2675.684 0.909497096302951 0.1736372421659724 0.6255508217454099 2.9197640419006348 False 13 9000 29.06 83.03 2660.3533 0.8971849807212816 0.2101240944571615 0.5733558087773636 3.240112781524658 2779.399 0.9116138302326788 0.17378418756840217 0.6212864768190864 2.964824914932251 False 13 9100 29.06 90.27 2435.8325 0.8854525210257587 0.20644393538361192 0.5745081706846941 3.3445141315460205 2713.547 0.9055217976574534 0.16398196672758283 0.6186525670722031 3.092181921005249 False 14 9200 28.83 780.6 2452.8784 0.889568022087621 0.213669474751978 0.5822501912102773 3.222559928894043 2674.3557 0.9070903283915688 0.17335747558746586 0.6255992544883124 2.9791040420532227 False 14 9300 29.28 268.9 2518.0522 0.8977457026102682 0.20282957323964718 0.582334057605613 3.469668388366699 2841.5913 0.9150693269769237 0.16138782686455586 0.6265610271610988 3.2377452850341797 False 14 9400 28.73 944.2 2632.6516 0.8815301973836615 0.21824500239737155 0.5988031417668868 3.181766986846924 2620.1099 0.9016035323979074 0.17385116343963886 0.640959580513729 2.953917980194092 True 14 9500 29.87 807.9 2339.84 0.8944225247786606 0.2108122325982734 0.5781570385277713 3.1832404136657715 2746.2864 0.9122644896528231 0.16700268473177135 0.6276602337528755 2.8835971355438232 False 14 9600 29.31 883.3 2367.6948 0.8916165011529665 0.21681940250116485 0.59641791672559 3.1748735904693604 2692.7507 0.9097493560705249 0.17327199397020976 0.6434171199446279 2.910717487335205 False 14 9700 29.43 80.61 2542.3489 0.8935359298683238 0.21670457716490515 0.5966655228702495 3.116894006729126 2654.2651 0.9106017621220518 0.17378668054541394 0.6409482137142182 2.8542819023132324 False 14 9800 29.29 79.26 2680.7886 0.9125433295920602 0.16352025911108994 0.556357476136099 3.6726410388946533 3160.0515 0.9251883444531942 0.1316636946712174 0.59626709496849 3.5345754623413086 False 15 9900 29.2 80.76 2162.6824 0.8874353388791785 0.20964480324510934 0.576194075801662 3.296907663345337 2726.6736 0.9056254705912005 0.16825244902859202 0.6228146137077325 3.058357000350952 False 15 10000 28.89 97.41 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0.8827449990657179 0.22573104389842735 0.5924790075385578 3.252610445022583 2607.0942 0.9047325802314502 0.17587046956605065 0.6359287082008398 2.999807119369507 False 16 10600 28.85 149.5 2663.9604 0.9071410245699474 0.17369061047459045 0.5386705168480945 3.4963669776916504 3023.0217 0.9203637106402783 0.13952012239087005 0.5959727371800175 3.2173564434051514 False 16 10700 29.17 87.06 3023.9622 0.8927429395360102 0.20701555046922607 0.5621930587523902 3.3211705684661865 2717.2139 0.9088659517443329 0.16823463730278995 0.6124598892466075 3.043895959854126 False 16 10800 28.87 77.93 2538.577 0.8901234136994329 0.21584661872916916 0.5672605082773042 3.296638250350952 2650.1655 0.9085010839345965 0.17080521433709545 0.6148883661632912 3.029151439666748 False 16 10900 29.2 114.4 2600.244 0.8803247660294392 0.21667740374599756 0.5733377575991329 3.2481472492218018 2616.3481 0.9018066773872457 0.16931434525620667 0.6198164298513656 2.968080759048462 False 16 11000 29.03 78.43 2357.719 0.8894077101892164 0.2239190100791836 0.5926851784371521 3.163597345352173 2649.2688 0.9096103567983627 0.17416010413374955 0.636254023793684 2.9067540168762207 False 16 11100 29.11 94.02 2505.1658 0.8917172026662443 0.2047473147967225 0.5895161529504601 3.154858350753784 2749.0718 0.910384876480014 0.15991066040008817 0.6381175984088283 2.8704421520233154 False 17 11200 28.85 79.66 2341.6768 0.8778460722003391 0.22563552222716682 0.5947237071726794 3.1084439754486084 2599.641 0.901399588109903 0.1730085371887392 0.6407311742466915 2.8222246170043945 True 17 11300 29.48 83.62 2309.906 0.8841707961611576 0.22243366357926844 0.5972889125190011 3.1555330753326416 2685.0476 0.9053085702979317 0.17174880430391032 0.6372109413296245 2.914066791534424 False 17 11400 28.98 88.22 2096.9653 0.8807458061146256 0.22746131496222327 0.6086786172822689 3.1198155879974365 2537.8425 0.9032331454919111 0.1758016874430712 0.6492688546904791 2.8976690769195557 True 17 11500 29.35 82.51 2510.17 0.875910036391497 0.20715861420227644 0.560557429524452 3.269744396209717 2943.8442 0.89864428546466 0.15999936933549563 0.6055574055554475 2.997116804122925 False 17 11600 29.12 76.57 1888.7279 0.8754910494962256 0.23444336087756504 0.595938426199814 3.09848952293396 2538.2236 0.8994370705665672 0.17997585132932636 0.6413814152047994 2.823213815689087 True 17 11700 29.66 79.27 1842.4595 0.8786605868225882 0.23119607025175065 0.6040523351323943 3.1059820652008057 2605.5203 0.9041952141617687 0.17316420570274368 0.6469089839479643 2.847212553024292 False 17 11800 28.95 83.96 1818.235 0.882867182243857 0.2306777074261396 0.5975268695143303 3.5876545906066895 2637.906 0.9064107016933357 0.1752350684040413 0.6401789618480028 3.302943229675293 False 18 11900 29.0 187.3 2354.8914 0.8714219476038392 0.2414367939162372 0.592777831747545 3.095782995223999 2537.4434 0.8981612706806774 0.1818616031314887 0.6363746746428137 2.8247437477111816 True 18 12000 30.55 861.0 2334.8235 0.8726742732386905 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0.27470261508393307 0.6247185161443592 2.941107749938965 2618.458 0.8981006898987172 0.1840199669147462 0.6602610733640515 2.7181637287139893 False 25 16600 29.45 113.0 1602.6163 0.8582876058296094 0.2711900990362407 0.6226280399259724 3.0103368759155273 2555.9165 0.8977684793784315 0.18161691372659478 0.65799850032641 2.765101909637451 False 25 16700 29.26 113.9 1568.0922 0.8505646410281479 0.28143210565500154 0.6328502857250431 2.8584868907928467 2535.1833 0.8940750481167111 0.18580549214747272 0.6660497048966046 2.6333162784576416 False 25 16800 28.55 99.22 1578.8541 0.8566316428254089 0.2833763982768269 0.6298388711567499 3.0283000469207764 2522.7295 0.8971531951402743 0.19049155186847272 0.6627101783963991 2.800060272216797 False 25 16900 29.02 88.98 1501.8844 0.853724383238043 0.2897477511558206 0.6372740668013261 3.025296449661255 2498.3503 0.8960627852181942 0.19333416382064544 0.6699984288774822 2.7940399646759033 True 25 17000 29.33 89.15 1662.0503 0.8449603266762624 0.2880597409987032 0.6386744826281182 2.8547253608703613 2487.4905 0.8898985942629787 0.19159587064660266 0.6716002642435355 2.6259937286376953 True 26 17100 29.19 105.2 1639.431 0.846552174409628 0.288619127603493 0.6450099928342461 3.0119311809539795 2545.2673 0.892071161314997 0.19006565839685519 0.6753888992997978 2.8247551918029785 False 26 17200 29.08 84.8 1659.5142 0.8589766322423255 0.28513209417679064 0.6522985239308804 3.1445820331573486 2604.475 0.8998422267887028 0.1897922768541144 0.6800108393120898 2.939387083053589 False 26 17300 28.96 308.7 1789.4199 0.8604652840407614 0.28237470759834044 0.63740964129229 2.9382975101470947 2574.371 0.899190038183135 0.1891757911659005 0.6698332305512041 2.7215487957000732 False 26 17400 28.39 82.32 1662.9937 0.8488591565237279 0.28432458456003323 0.6357595641341037 2.9476523399353027 2487.5088 0.8934496452324379 0.18489653134109355 0.6668282556360474 2.7164664268493652 False 26 17500 29.1 101.8 1587.1271 0.8413320804013696 0.2988948196408468 0.646819479639421 2.8337786197662354 2508.612 0.8904310245033892 0.19208057188081373 0.6740072410247716 2.634040117263794 False 26 17600 28.41 101.1 1697.7972 0.8745950579043785 0.26510272036017923 0.6272797583648463 2.909074306488037 2713.0183 0.9074947223738997 0.17846524596132352 0.6633635327573754 2.673739433288574 False 26 17700 28.99 88.48 1499.5847 0.8476712382422703 0.28503586132609254 0.634097630693697 2.891071081161499 2572.021 0.8919177967986726 0.1880651452006093 0.6650971489072613 2.6886672973632812 False 27 17800 28.75 81.01 1575.2179 0.851663584681399 0.27235297364036926 0.6332692354127437 2.9067044258117676 2594.1177 0.893984178186365 0.17888795209885916 0.6666401477776551 2.680311679840088 False 27 17900 28.92 115.5 1557.5101 0.8607731470836557 0.27654800650027966 0.6298756157686294 3.019022226333618 2571.7397 0.8988906936790821 0.18469044042081678 0.6660307345819709 2.777496576309204 False 27 18000 28.75 84.23 1522.4694 0.8482056891569338 0.2886255895922509 0.6386130583704792 2.8330647945404053 2524.9648 0.8941311102045157 0.18599165087249675 0.6684004374877144 2.6310830116271973 False 27 18100 28.8 89.42 1520.465 0.8472289085485857 0.29191788268812746 0.6417483236179589 2.8255555629730225 2577.8994 0.8950564308877 0.18448034623246273 0.6709263775042591 2.6218600273132324 False 27 18200 28.86 190.1 1540.3964 0.8425008584287254 0.2983686504261629 0.6466098475950797 2.8075408935546875 2550.5457 0.8915837250143013 0.19056193817768768 0.674063888110494 2.6271471977233887 False 27 18300 29.74 88.99 1803.0682 0.8483179449230767 0.292973829792869 0.6391722495524923 2.8256497383117676 2589.1455 0.8940492751261728 0.18869548910022596 0.6684182174568897 2.6203441619873047 False 28 18400 28.63 540.1 1776.4666 0.8430928676730703 0.3031583123485679 0.6429072602676541 2.877652406692505 2583.2883 0.8930476134388813 0.1903691243345514 0.6671386709218459 2.6950299739837646 False 28 18500 30.36 85.55 1684.9138 0.8434873083643211 0.2963518487793949 0.6494064611380208 2.784217596054077 2607.3125 0.8952057256657403 0.1819604939983432 0.672133861349335 2.6204795837402344 False 28 18600 29.1 85.41 1726.4769 0.8564974298146553 0.2816691038126738 0.6360538586103757 3.410611867904663 2639.1064 0.9013947287509869 0.17663790925169892 0.6660092159769386 3.1857526302337646 False 28 18700 29.09 91.55 1765.0217 0.8523630642206552 0.2768387167256042 0.6349372055961083 2.872807741165161 2612.9302 0.8951405034720155 0.18106778957799655 0.6705278157405282 2.640901803970337 False 28 18800 29.02 82.06 1757.7094 0.8454552402326806 0.29157137745795625 0.6390763009072559 2.869272470474243 2558.8987 0.8924019339650568 0.1883011896134101 0.6706205153164978 2.6441702842712402 False 28 18900 28.78 88.16 1627.9755 0.848419705747969 0.2956810301724845 0.6463965783464847 3.0926730632781982 2563.8945 0.8959863475097458 0.18817009413413002 0.6736447161865965 2.8850786685943604 False 28 19000 29.04 87.67 1539.2585 0.8452962131509301 0.3011884906949502 0.6473454863583794 2.811014175415039 2559.0837 0.8934367621537571 0.19232668827966168 0.6751147404832392 2.6132593154907227 False 29 19100 29.04 559.3 1870.6289 0.868725032928368 0.2639325237655236 0.6426752125379599 2.9135851860046387 2659.2188 0.90432502709169 0.17580293472621664 0.6709993491545101 2.731590509414673 False 29 19200 29.44 446.6 1854.0721 0.8524918171550075 0.2874420699196566 0.6419401483085894 2.8814094066619873 2622.7422 0.897128510872452 0.18359225834227144 0.6705347365870992 2.6743781566619873 False 29 19300 28.79 76.25 1652.1421 0.8441141664904986 0.2917280158133269 0.6495829454605369 2.9474375247955322 2580.7366 0.8944554761505185 0.1817345447292556 0.6716861278539639 2.823753833770752 False 29 19400 29.04 445.8 1662.6716 0.8547107050447287 0.29664408242027784 0.64523929156497 2.851702928543091 2609.0803 0.8998063388572585 0.18837539932202665 0.6675102994160943 2.714913845062256 False 29 19500 28.99 561.8 1588.0059 0.842654569231077 0.3036227829782685 0.6545607928851206 2.733130931854248 2587.43 0.8938474652903149 0.18882259946871444 0.679735865988237 2.5522918701171875 False 29 19600 30.91 79.28 1488.7572 0.839482550399408 0.30419778255717483 0.6474060382463284 2.7917730808258057 2586.5095 0.8932543462357933 0.18577449046979863 0.6724689498376935 2.6139349937438965 False 30 19700 28.59 735.7 1550.4802 0.8452223442880944 0.29884003765873335 0.647715087025113 2.944202184677124 2552.271 0.8928128133144394 0.19038099671121894 0.6750109726540876 2.7921597957611084 False 30 19800 29.01 642.4 1488.973 0.8370375109624353 0.3018179092114462 0.639518118376133 2.829926013946533 2556.8696 0.889338024306881 0.1887025649256628 0.668433497869882 2.6257119178771973 False 30 19900 30.74 77.71 1461.7955 0.8456656719335559 0.30880985362457747 0.6512869362264452 2.751636266708374 2594.0535 0.8953620548254904 0.1937433494346295 0.675130513347878 2.579695224761963 False 30 20000 29.03 254.9 2094.3833 0.8402888241026646 0.2829899837714199 0.6449353563813417 2.844113349914551 2615.3044 0.8891864607755184 0.18028373305262194 0.6680499051255168 2.6942508220672607 False 30 20100 28.94 299.6 1885.1699 0.8350832597074264 0.3084144701041879 0.6561018467525209 2.741588592529297 2530.6418 0.8871029214499184 0.19596923530738936 0.6770471571149691 2.592465877532959 False 30 20200 29.0 88.81 1583.5564 0.8460663825140163 0.306460107153018 0.6549141412348997 2.7692837715148926 2559.3423 0.8958049689789691 0.1898503865282712 0.6755630253901692 2.6302037239074707 False 30 20300 28.84 96.56 1496.4346 0.8374805487681114 0.31041435505869824 0.6617983120869851 2.7545087337493896 2520.6829 0.8907962318725825 0.19217867974907035 0.6841585017686053 2.5903444290161133 False 31 20400 29.14 92.08 1564.6414 0.8362614911076789 0.3143317706876505 0.6626129249601408 2.748962879180908 2509.1614 0.8909157215886367 0.1919963509574304 0.6835767384956942 2.581387996673584 False 31 20500 28.71 90.44 1446.5404 0.844476195818954 0.3084765311153458 0.6556539674016053 2.7834904193878174 2586.2498 0.8938614203902436 0.19419094336494294 0.6817409489164212 2.601905107498169 False 31 20600 29.09 89.49 1527.2727 0.8389908883611813 0.30714241066791886 0.6561576442019564 2.741813898086548 2566.3064 0.8916622062052875 0.18874950585038663 0.6833427570193875 2.552037239074707 False 31 20700 29.03 100.9 1463.0608 0.8313242366695585 0.31344057688040217 0.660625465527624 2.761631727218628 2512.6743 0.8881412502912598 0.19068610239703437 0.6846572778397326 2.5809147357940674 False 31 20800 28.99 100.3 1439.5475 0.8373478745279244 0.314892242062711 0.660686900952278 2.7227635383605957 2447.8242 0.8911389887396296 0.1941392935908685 0.6829107649805884 2.553443193435669 True 31 20900 29.39 91.18 1425.0508 0.833556910115181 0.3218944512727373 0.661285363654159 2.757969617843628 2445.6038 0.8896053292674051 0.1981520483958822 0.6794826013587715 2.610109806060791 False 32 21000 28.84 92.26 1524.3186 0.8375574233812285 0.3177989098436753 0.6633826170668594 2.9029111862182617 2448.372 0.8916468525042482 0.19675765372485934 0.6788486128187557 2.8123629093170166 False 32 21100 28.97 94.93 1454.402 0.8402747767904112 0.299844075845356 0.6495118819290588 2.76932692527771 2537.3545 0.8917610932567078 0.18463576225136663 0.6740725274542037 2.5976810455322266 False 32 21200 29.12 98.0 1519.6295 0.8428754314968147 0.29205845836888866 0.6469534823953775 2.7733747959136963 2570.1772 0.8932008280784519 0.18106402986864392 0.6691488979823824 2.613351345062256 False 32 21300 29.02 90.47 1459.4701 0.8402445331651982 0.30533631560702795 0.6588484553638758 2.9072070121765137 2522.6482 0.8938501672237977 0.18584739474064327 0.6760728304712678 2.808967113494873 False 32 21400 28.89 90.57 1680.4681 0.8471013208267187 0.29673006185497575 0.6579387921145017 2.701457977294922 2611.8066 0.897322104054754 0.18127343092115392 0.6784660210927311 2.547837257385254 False 32 21500 29.22 133.0 1651.792 0.864918372461509 0.2759081878574271 0.6497336282200189 2.9707412719726562 2742.4858 0.9088456864717924 0.16597568429845697 0.67256777125181 2.845959186553955 False 32 21600 29.3 91.98 1369.1726 0.8313147250003499 0.3195267459576647 0.6587867006973529 2.718968152999878 2597.5803 0.891049230544504 0.18888923644126654 0.6748878674778687 2.6007866859436035 False 33 21700 29.3 83.52 1490.9564 0.8301909356100377 0.3139497046441227 0.6597878024314684 2.7906670570373535 2563.3452 0.8897317362232671 0.18659248629156247 0.6732714463129561 2.7049195766448975 False 33 21800 29.4 96.6 1417.7473 0.8346552916096327 0.31954449104502486 0.6653435010600447 2.6834511756896973 2577.68 0.8935220680961228 0.18921690459751672 0.67984191713803 2.569366931915283 False 33 21900 28.96 75.75 1433.8512 0.8289352905191416 0.32665736820635316 0.6661465338265912 2.7066895961761475 2528.8264 0.8879931853656363 0.19715584746824094 0.6792526813647146 2.6104698181152344 False 33 22000 29.35 81.61 1649.5034 0.8354920940811732 0.32422041730319334 0.665895097475187 2.652716875076294 2521.6196 0.8929404215468693 0.1937520157454817 0.6784531964795866 2.5480597019195557 False 33 22100 29.12 94.88 1576.1371 0.8331032200002673 0.32812115463002045 0.6752040289621967 2.797825813293457 2493.495 0.8922301216236957 0.19544118496894092 0.6838886161326916 2.731586217880249 False 33 22200 29.17 103.0 1551.7286 0.831219821718742 0.3144049582710656 0.6618484461365933 2.755662202835083 2612.4482 0.8896464761819103 0.1871441892282717 0.6767584456484875 2.625347375869751 False 33 22300 29.25 90.33 1567.3795 0.833767266023659 0.3204203628224108 0.6622447198316614 2.679759979248047 2476.4226 0.8901497106978677 0.1939578033422341 0.6779481893702236 2.556581735610962 False 34 22400 29.04 77.38 1513.6152 0.8380232844721034 0.32260424187516806 0.6674034360272911 2.6661489009857178 2510.8894 0.8935032806816722 0.19459282730416338 0.6791458900184006 2.5643198490142822 False 34 22500 29.18 80.79 1612.9779 0.8261049735629422 0.3273788227285322 0.6730455788104657 2.702195167541504 2523.4453 0.8898196553027111 0.18978132573053436 0.6861682998807946 2.586182117462158 False 34 22600 29.24 91.08 1661.4774 0.8414086633764899 0.29676973405945617 0.657081047569717 2.7319839000701904 2633.8818 0.8953821991440795 0.17487231194177105 0.6756221514437617 2.584486961364746 False 34 22700 29.24 97.38 1790.0188 0.8467109124847205 0.29841893649594226 0.6638107519756429 2.7128753662109375 2717.4692 0.8997534365289668 0.17631768941489898 0.6743761053648661 2.6314661502838135 False 34 22800 29.12 77.39 1648.8228 0.8484982480246235 0.28884893465024514 0.6612606001712384 2.749347448348999 2659.2327 0.8958448759293453 0.17912954645931947 0.6783648862872329 2.631004571914673 False 34 22900 29.01 81.91 1606.8362 0.8367337542795902 0.30351815372215296 0.6611218432805491 2.6812095642089844 2600.8018 0.8925041824067181 0.18075597593607845 0.6766565696949516 2.5575156211853027 False 35 23000 28.96 98.7 1608.1384 0.8434411586911533 0.29779102989094286 0.6531514341674765 2.7339110374450684 2686.691 0.8947854123725487 0.18115270263103314 0.6723645352783443 2.5908102989196777 False 35 23100 29.19 76.22 1618.8217 0.8407386754435432 0.308192490090859 0.6602226372697588 2.735821485519409 2589.736 0.8954175941834388 0.18278487511579883 0.6753707689316885 2.6301944255828857 False 35 23200 29.17 83.32 1563.8616 0.8307123665054605 0.31321499852436313 0.6529375759659078 2.921293020248413 2668.906 0.8908070074689749 0.1825479448670595 0.6745476227938952 2.7574448585510254 False 35 23300 29.14 109.7 1427.709 0.8294855766455544 0.3245609603697901 0.66549160005495 2.6559033393859863 2564.5886 0.8891477546126771 0.1932376700349273 0.6792587023817278 2.5434560775756836 False 35 23400 28.99 87.2 1426.3578 0.8306527024537018 0.3239157539409533 0.6689517341054658 2.8249619007110596 2549.516 0.8906981818301622 0.19108272936907467 0.6760560153860806 2.789229393005371 False 35 23500 29.39 85.27 1488.2988 0.8313978968483956 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0.3214641979464894 0.6698853241599564 2.6316280364990234 2572.8215 0.8894849865764569 0.18752483057919148 0.6876546202235103 2.4920620918273926 False 36 24100 29.03 315.6 1477.3765 0.8327085585622322 0.3250953135365984 0.6635361624776577 2.751277446746826 2589.0142 0.8932740038669766 0.18907459937071336 0.6786087659072303 2.624232530593872 False 36 24200 30.87 126.2 1445.3466 0.8226297106905637 0.3377392058489988 0.6773258278560171 2.626734972000122 2562.0527 0.8898945606674489 0.192816244496581 0.6843683611628927 2.548198938369751 False 37 24300 29.62 96.86 1418.9467 0.8240073796527342 0.3404954234595378 0.6801834515286602 2.8425004482269287 2559.3726 0.8902391079416652 0.19431122311603516 0.68314657665551 2.806555986404419 False 37 24400 29.76 80.33 1414.2089 0.8280285099322354 0.33622451685465204 0.6748917416988445 2.6575770378112793 2623.0598 0.8925179513284673 0.1920431933856912 0.6763714696095622 2.6078577041625977 False 37 24500 29.16 164.0 1399.0605 0.8230131143259666 0.34016804838838827 0.6829135799832661 2.5498456954956055 2544.1936 0.8897990457118043 0.19355600358558886 0.6856993233547903 2.5102810859680176 False 37 24600 29.42 112.0 1611.3248 0.8322038951787938 0.3179549056362039 0.6744799496938795 2.6196041107177734 2591.2258 0.8907863560313214 0.1874011726112456 0.6849751106352436 2.5212724208831787 False 37 24700 29.87 387.7 1590.473 0.8272618827625161 0.32513754067742756 0.6781648538833697 2.732712507247925 2543.5376 0.8893742325720699 0.18903438816030846 0.6858021972224413 2.639066457748413 False 37 24800 29.57 84.91 1558.579 0.8270647057851694 0.3303861695009761 0.6819776367511127 2.649691581726074 2511.688 0.8891192691755229 0.1926909899220034 0.6873921984436976 2.5990562438964844 False 37 24900 28.96 110.7 1421.1819 0.8347149581319051 0.3143432608272088 0.6596698848847827 2.742588758468628 2614.001 0.8924069295026081 0.18568524669582878 0.6743905068238508 2.640240430831909 False 38 25000 29.11 106.4 1479.4186 0.8237357105142937 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0.34014491977083927 0.6915554112681374 2.5805277824401855 2510.2131 0.8882517094148141 0.1878692477776988 0.6809960930914629 2.635887384414673 False 40 26600 29.16 92.98 1255.0421 0.8252404793847603 0.34515235620537127 0.6864078636939508 2.878840446472168 2607.4346 0.8937479057777196 0.1895758096500953 0.6763591060080238 2.877950668334961 False 40 26700 29.23 84.81 1228.2551 0.8257038496691598 0.33480884106771414 0.6828265770994543 2.547666549682617 2546.0063 0.8918025170539824 0.18606537716338395 0.6858196156705937 2.5009708404541016 False 40 26800 28.94 84.92 1207.924 0.8178560513490108 0.3524949154019873 0.6899092958104652 2.524580955505371 2535.9402 0.8889782082983184 0.19481891606085056 0.6767146584485986 2.585453748703003 False 41 26900 29.27 96.47 1254.5421 0.8288400447023846 0.35171670521438586 0.6992932363149964 2.534242868423462 2577.142 0.894438716798258 0.1975470144699551 0.6808940824612822 2.6070775985717773 False