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 17.53 160.5 56277.414 0.9768997203754699 0.010696509507211216 0.36613664493263504 351.57501220703125 55800.023 0.9779746638536503 0.0067654866724269555 0.40290146443748937 350.0539855957031 True 0 100 29.42 198.6 4691.8647 0.9718201770820123 0.026219230350770357 -0.4479969777140718 13.759115219116211 5410.1245 0.9712823659232477 0.028377060245963953 -0.48041500182280883 14.108455657958984 True 0 200 29.84 161.0 6017.6177 0.9730651785102196 0.02918050676097181 -0.4431029575723702 23.441682815551758 6719.822 0.974273942959267 0.024475979127295672 -0.4759568366536107 23.904325485229492 False 0 300 29.15 194.9 4720.838 0.9726514169447399 0.028502860009118926 -0.41532952458355016 5.860744953155518 5905.9785 0.9714983472384329 0.032769872703395 -0.45078990184992107 6.07405424118042 True 0 400 29.58 155.7 3990.933 0.9606717471839649 0.06801910155254899 -0.44936920294890526 5.434779644012451 4606.9404 0.9614829282159475 0.0643060859184521 -0.48040906471255085 5.565127849578857 True 0 500 31.24 149.8 4511.5576 0.9693438098383221 0.03715057137302638 -0.04322601970491491 5.660433769226074 5518.76 0.9681501051202437 0.04108147287389727 -0.0721288062199451 5.838864803314209 False 0 600 28.94 193.6 4138.088 0.9664395717392024 0.04823713790209131 0.3370888669366276 4.844009876251221 5078.313 0.9654351252089703 0.051648227652310225 0.3633660337157169 4.921583652496338 False 0 700 28.75 153.2 3758.062 0.9569985983302656 0.07744664666070634 0.42991389000257824 4.680615425109863 4367.019 0.9575960642545917 0.07438175494489141 0.4637179589714332 4.7659478187561035 True 0 800 29.25 163.1 3782.9832 0.9603870274904946 0.06367228868647265 0.4359458007393141 4.205987930297852 4677.4067 0.959621456045927 0.06532414551204842 0.46999316165075944 4.220356464385986 False 0 900 29.03 151.4 4516.197 0.9717931556199321 0.030206888575043053 -0.43025910709991755 10.03427505493164 5429.9717 0.9709182235283558 0.03419391999878 -0.46204678397589827 10.324495315551758 False 0 1000 28.71 300.2 4839.5664 0.9623996850463582 0.05555577015766555 0.35864007943073 8.615303039550781 5365.892 0.9638930899543899 0.05087462990168202 0.3844827128054881 8.878231048583984 False 0 1100 28.63 251.0 3904.9937 0.9651217213891199 0.058199838675383975 0.424653880069934 4.503662586212158 4801.876 0.9647265299658687 0.058935708340642885 0.46169637381943873 4.505119323730469 False 0 1200 28.88 158.4 3474.0112 0.9555992738137378 0.08448127757195846 0.4262916635794479 4.1896185874938965 4137.6846 0.9558008497759599 0.08302032377663118 0.46049406313503727 4.123917579650879 True 1 1300 36.68 392.4 4051.3674 0.9544078701648412 0.06939519078714 0.43619595597363414 4.191795349121094 4754.329 0.9565507707232148 0.06420310468790918 0.469217191428545 4.207550048828125 False 1 1400 28.97 149.0 3411.092 0.9533000763429003 0.07512027947291923 0.4479537800422534 3.9892568588256836 4116.9946 0.9531005364974653 0.07569119020215438 0.48016892639945946 3.9162275791168213 True 1 1500 29.54 157.4 3321.4365 0.9561129207420067 0.0828078750344552 0.4293768202413089 4.321734428405762 4233.5454 0.9563739306132971 0.08130745500320422 0.46527590976464955 4.301177024841309 False 1 1600 28.63 187.1 3142.182 0.9493307197535663 0.09140129951318196 0.4508433239240052 3.978311538696289 3977.0847 0.9500709544041313 0.08826618976122937 0.4848707447915126 3.904721736907959 True 1 1700 29.8 333.1 3376.289 0.9540109636156026 0.06734495287583543 0.46321485916476196 4.236672878265381 4192.0366 0.9537958668939126 0.06745400790482046 0.4971606497421706 4.274416446685791 False 1 1800 29.54 149.0 3568.2527 0.9574332048589439 0.0583415920955808 0.4573329669246333 4.0840582847595215 4454.264 0.956656243521324 0.060188342217624285 0.49182058534352713 4.029117584228516 False 1 1900 28.78 215.5 2887.8813 0.9443964755628123 0.09710664649215985 0.46647230492604447 4.0236992835998535 3554.883 0.9456069655669137 0.09274665971973985 0.49999294508584397 4.017480373382568 True 1 2000 29.57 152.2 2777.662 0.9422482452671279 0.11038681930878201 0.46979120137415614 3.9041035175323486 3520.9875 0.943694345911234 0.10427844075611231 0.5034910935532931 3.843539237976074 True 1 2100 30.88 186.7 2975.9827 0.9512414429916428 0.08140918378754296 0.46862099929975387 3.9611761569976807 3835.3767 0.9514026712136906 0.08003335719941052 0.5031793289688538 3.9385950565338135 False 1 2200 29.17 166.5 2775.6497 0.9461679161393644 0.10093339817477942 0.4775080847319258 4.150485515594482 3656.25 0.9473436344727223 0.0961629638334087 0.5123903164200523 4.175922393798828 False 1 2300 29.1 168.0 2921.9497 0.9524655737563461 0.08904056412834205 0.4292898182177281 4.564797878265381 3760.799 0.953598523868554 0.08411762148902974 0.4593820919314193 4.637507915496826 False 1 2400 28.97 153.4 2719.2124 0.9433928124115496 0.10629549562569912 0.46525444351810996 4.035086631774902 3502.3186 0.9456026833610233 0.09872142382550038 0.49502206475771143 3.968838930130005 True 1 2500 29.25 181.1 2823.8088 0.9401797728859669 0.10568856308487 0.46398776339840125 3.9917399883270264 3580.4453 0.9436395969272976 0.09498033504439855 0.49393080516080284 3.989342212677002 False 2 2600 29.16 384.9 2766.9915 0.9466338051408187 0.10908587438149694 -0.09706323660233958 5.0601325035095215 3703.2922 0.9483808960305704 0.10115383380439733 -0.10602446252822026 5.183936595916748 False 2 2700 28.98 151.2 2571.3145 0.9376790213137374 0.11803756084588546 0.4208262427542008 4.143777370452881 3345.0168 0.9400954108010738 0.10906509863462628 0.4526484613184496 4.124449253082275 True 2 2800 29.22 425.0 2526.8555 0.9354786530968533 0.12758429923129874 0.4434251493084425 4.715719223022461 3348.6182 0.9386119939698596 0.11664748736431967 0.4760254268569213 4.812605381011963 False 2 2900 28.88 196.3 2571.3923 0.936411116632241 0.1110253364021597 0.46574457700577776 3.9342799186706543 3415.9373 0.9387753533302083 0.10304631737217688 0.4996489897515282 3.8308887481689453 False 2 3000 28.79 152.1 2425.5615 0.9307271066895515 0.1305467567139539 0.4605156949280735 3.9484732151031494 3256.6248 0.9348204021172947 0.11779703382482509 0.4943207786235165 3.9016873836517334 True 2 3100 29.24 186.8 2531.3044 0.9332569493301768 0.12007053882179375 0.4718515723164447 3.9274485111236572 3444.388 0.936952895157013 0.10939665088698504 0.5051670325380501 3.841963291168213 False 2 3200 28.88 148.1 2469.0579 0.9317656560015992 0.13430050245797312 0.4854626900473091 3.8041152954101562 3272.9402 0.9351688910286536 0.12270259281393087 0.5177175764546649 3.733074426651001 True 2 3300 31.17 183.3 2373.2368 0.9303167547165404 0.12788694112954022 0.5085293429072186 3.8111062049865723 3269.475 0.9342590269214363 0.11675401899975978 0.5420749451140063 3.710977077484131 True 2 3400 29.22 166.1 2500.9824 0.933368977262267 0.12181108516680113 0.4804652450282632 3.851720094680786 3402.7527 0.9362232445166073 0.11248470410210802 0.5143516844633889 3.7986674308776855 False 2 3500 29.18 154.3 2543.7354 0.9401385181902853 0.12697575475791006 0.4810808867116503 3.917247772216797 3630.4963 0.9424928818584225 0.11744071841869652 0.5165020000236803 3.8912861347198486 False 2 3600 28.94 158.8 2261.4385 0.9268179025288381 0.14154943267057932 0.5134325805590509 3.697371006011963 3275.777 0.9314649215857933 0.1282473826317677 0.5483671954386002 3.5923831462860107 True 2 3700 30.0 186.7 2298.1455 0.9287955184224822 0.14869577759219463 0.5201482962440075 4.165267467498779 3396.5474 0.9338928169526274 0.1322855205052324 0.5545139739708396 4.2116241455078125 False 2 3800 29.06 149.6 2190.3323 0.922474244259981 0.1560591021585999 0.5275662316942281 3.6062872409820557 3279.7825 0.9279017548614928 0.13969145695886948 0.5614069242188171 3.5234949588775635 True 3 3900 29.96 763.7 2417.302 0.9298660798910903 0.11997336490065827 0.5298022575470079 3.7280423641204834 3535.3281 0.9335045034406163 0.11030552243386806 0.563508954859897 3.5796968936920166 False 3 4000 28.68 148.1 2097.3909 0.9128092613154644 0.16243600051997942 0.5239199034167451 3.6307570934295654 3133.4993 0.9207359846461578 0.14185148574884074 0.5555629719049213 3.5689544677734375 True 3 4100 29.2 278.5 1989.5093 0.908236688908904 0.1734362099832177 0.5386418648528254 3.597184658050537 3046.9177 0.9165215037260568 0.1526199125521541 0.5705963052363254 3.4695541858673096 True 3 4200 29.14 211.1 2489.1394 0.9283475901768186 0.13422037255923164 0.37860112825733533 4.637792587280273 3499.4355 0.933550186069952 0.11700577000295423 0.4112367904635334 4.715092182159424 False 3 4300 29.01 156.9 2392.953 0.9282190374656062 0.14097541939726294 0.4406447387705007 4.586758136749268 3369.1667 0.9337406651860806 0.122357699170981 0.47542465940998196 4.667691707611084 False 3 4400 28.89 174.9 2091.3057 0.9118326118610097 0.17309429014942807 0.5079211663472902 3.708178758621216 3024.4897 0.919203225669209 0.1528161284962591 0.5400378538711181 3.651937484741211 True 3 4500 29.47 170.5 2403.1528 0.9354128805514634 0.14478536349725432 0.5210721977442573 4.940326690673828 3534.8638 0.9402672907628916 0.12671743112527356 0.5568284044351572 4.75545072555542 False 3 4600 28.87 174.0 2723.304 0.9411963800738066 0.09975257492862298 0.5117444007105247 3.715245246887207 3927.1284 0.9425733964420708 0.09418525409014183 0.5447246790061862 3.606433629989624 False 3 4700 29.1 156.1 2198.974 0.9205712836665264 0.15749796392307755 0.5000460660811986 3.764840841293335 3103.8381 0.9269230997824839 0.13844121071906562 0.5325176389848933 3.7137696743011475 False 3 4800 28.74 153.5 2265.4255 0.9185182069097795 0.149811593797149 0.5404110905782218 3.5588550567626953 3106.612 0.9248216583951643 0.13336782619123227 0.5725787513913341 3.427438259124756 False 3 4900 28.81 169.9 2149.2722 0.912258637233723 0.16685862535719706 0.5437179113942435 3.577829360961914 3002.2197 0.9198977292975647 0.14664273161844682 0.5772941076233695 3.454718828201294 True 3 5000 29.41 161.2 2224.8743 0.9188891512711331 0.15129795212440786 0.5458793762182579 3.695995569229126 3029.0107 0.9238349605441203 0.13760728166309216 0.5781982152203476 3.694488525390625 False 3 5100 28.91 147.9 2055.174 0.9077597188608602 0.1745734104774655 0.5584535298760508 3.51190185546875 3057.9915 0.9154144190657164 0.15491722533561866 0.5909436031843054 3.4258289337158203 False 4 5200 28.61 165.5 1959.3075 0.9002752223527676 0.19159613575675552 0.5470831460200971 3.7128162384033203 2937.3435 0.910062448064595 0.16689989315464687 0.5780252213813584 3.719399929046631 True 4 5300 29.43 159.1 2019.1826 0.9035269173725042 0.17550552467555955 0.5524575976997973 3.505321741104126 3119.1453 0.9123752957095848 0.15237008677239314 0.586031662693327 3.3942015171051025 False 4 5400 28.62 149.9 2046.5671 0.9073196229285133 0.18333247298713676 0.5447028027670696 3.6380739212036133 3017.7947 0.9156216929019262 0.1608000462957124 0.5767776500066806 3.6163032054901123 False 4 5500 28.68 171.2 2020.1614 0.8988089773929255 0.19346095272002684 0.5644391766484476 3.6804654598236084 2939.4993 0.9085502751087112 0.16721115355240124 0.5975858889079918 3.4659881591796875 True 4 5600 38.32 151.3 2230.3496 0.9275028669920234 0.14643926889326753 0.44110753408384534 4.307526111602783 3411.779 0.9327108579825456 0.12736443144873824 0.4741839082449881 4.345561504364014 False 4 5700 29.09 189.7 2327.797 0.9204658261036899 0.13886820689099774 0.4981785503112423 3.8286144733428955 3640.0676 0.926722495071133 0.12018584961325646 0.5308068767821048 3.7279961109161377 False 4 5800 29.02 156.0 1960.4586 0.9014689882300736 0.18807114184462528 0.5386187178312726 3.5852460861206055 2978.1257 0.9116788173302375 0.1614437114787241 0.5699197351444552 3.474918842315674 False 4 5900 29.04 196.7 1958.7882 0.9116374252369441 0.1820830433974576 0.5574537561075606 4.1028008460998535 3122.6084 0.919387334823943 0.15990678766498417 0.589558440639659 4.171154975891113 False 4 6000 28.95 161.4 1914.7058 0.8994438112573236 0.18383945448623468 0.5480972396312732 3.504568338394165 2978.8943 0.9089799231701076 0.16015376374319878 0.5793710128985635 3.4119062423706055 False 4 6100 28.91 169.0 2030.5215 0.9077518177181096 0.1826902600262755 0.5643723780657355 3.8611130714416504 3139.9282 0.9169127877509384 0.158234193625277 0.5949038651534444 3.9062938690185547 False 4 6200 29.07 157.9 1804.8472 0.8938814031119936 0.20021678585636182 0.5575040933913875 3.492466688156128 2924.8657 0.9058398706788157 0.17122811485039044 0.5883631030410902 3.455859422683716 True 4 6300 30.97 184.1 1908.4366 0.9079878270720342 0.1862589255331789 0.5784293526277237 3.718179225921631 3060.8342 0.917280016741844 0.15916147362390104 0.6108070602107513 3.7424068450927734 False 5 6400 29.04 310.0 1908.3313 0.8965368284048253 0.2041367401131545 0.5794189269553802 3.3483691215515137 2938.3289 0.9083809291660551 0.1737413384455184 0.6124462595877822 3.2613108158111572 True 5 6500 29.71 155.7 1880.9528 0.8929575003504441 0.20787395231508082 0.5842744153378727 3.4239227771759033 2888.1963 0.9054191047528332 0.17611156083175955 0.6159660404994267 3.292492151260376 True 5 6600 29.54 162.6 1869.0109 0.8933857104903812 0.20649025166738538 0.5785759843707183 3.590811014175415 2889.6902 0.9050271975792187 0.17660185311503054 0.6099728722359817 3.598827362060547 False 5 6700 28.9 167.3 2195.8345 0.9165640362269751 0.16293648606921168 0.4701696189296663 4.278027057647705 3333.5227 0.9238751397800571 0.13959976418789655 0.5026378421420017 4.322161674499512 False 5 6800 29.0 149.2 1966.6628 0.8945650561797172 0.19606749339720475 0.4944091674287104 3.9471452236175537 2954.9373 0.9068588321550743 0.16664482814802836 0.5254884313879806 3.9576973915100098 False 5 6900 29.07 158.3 2055.5137 0.9109934077208279 0.19339453279714608 0.5177030019276281 3.9923152923583984 3114.8323 0.9198724840287693 0.164291074004674 0.5513533132636838 4.013955593109131 False 5 7000 28.9 285.5 1903.2776 0.8919177697517282 0.20886427419878636 0.5382460654238609 3.5450925827026367 2874.572 0.9041924695504571 0.17661075572936324 0.5685493753754157 3.4798245429992676 False 5 7100 29.06 159.5 1778.9176 0.896167465694391 0.21518347515817066 0.5593918172837855 3.4735405445098877 2838.4683 0.907250595923677 0.18361921570717346 0.5901544006975301 3.4226231575012207 True 5 7200 29.65 175.2 2124.5566 0.9242636026666224 0.16795256319556787 0.5415885940820621 3.6713991165161133 3302.7166 0.9294865690535826 0.14651538502034692 0.5733566761048083 3.492143392562866 False 5 7300 29.03 183.7 1795.342 0.8932838455517549 0.20988094536674626 0.5588793118980949 3.4648735523223877 2832.9714 0.9054069015547528 0.17758906171075534 0.5909093027258789 3.3957743644714355 True 5 7400 29.9 193.6 2018.265 0.9040638750761603 0.17925401918548278 0.5583909129781002 3.5747148990631104 2949.441 0.9146165729068555 0.15004166268009064 0.5902537910107464 3.4871771335601807 False 5 7500 29.57 168.6 1778.6089 0.8916586735126594 0.21395370941999498 0.5795275393358901 3.4210901260375977 2771.3147 0.9043497712529538 0.17943763376958521 0.6119400606316109 3.265526056289673 True 5 7600 29.73 156.7 1762.2482 0.8854705755670428 0.217049004223051 0.59459830463777 3.3077878952026367 2726.6428 0.8999267729292241 0.18005644038714344 0.6274469266144272 3.188382625579834 True 6 7700 30.99 175.9 1833.4644 0.8984318709674891 0.19893936296880188 0.5976497788391254 3.291933298110962 2918.4934 0.9111880623687892 0.1629236113567934 0.6285567766046688 3.2392001152038574 False 6 7800 29.01 179.4 1739.8156 0.8870355675520564 0.21445827841982235 0.5930019833044492 3.331382989883423 2815.4792 0.9018399625841848 0.17590746374737817 0.6229662653555974 3.159531593322754 False 6 7900 29.24 161.8 1757.8098 0.8849556899062042 0.2189610642871168 0.5993496305264098 3.346876382827759 2846.1072 0.9014260542482021 0.17835354932065442 0.6289895254151968 3.3315768241882324 False 6 8000 28.99 168.6 1818.3503 0.8850709923223061 0.2182648508141977 0.60410689652583 3.199068069458008 2911.8132 0.9003678538064603 0.17815420398077209 0.6333070845353327 3.139599323272705 False 6 8100 28.68 252.3 1813.1681 0.8912179826266802 0.2128574415342581 0.5829037914157473 3.3868422508239746 2832.3442 0.9044382308347856 0.17737594651304098 0.6134130840729396 3.268907070159912 False 6 8200 29.09 201.0 2020.4261 0.9107697857391538 0.16882477084127173 0.555291838266957 3.5020997524261475 3239.9138 0.920873969510424 0.13756256069953257 0.5854019617753758 3.4606714248657227 False 6 8300 29.65 165.6 1868.92 0.9060617742187093 0.18330561533974007 0.5727912717391601 3.525502920150757 3156.061 0.9168393364288083 0.15104992430618122 0.6045941659811942 3.35298490524292 False 6 8400 29.25 150.0 1775.8594 0.8935989968191144 0.20168832632406386 0.5752395004783813 3.4477641582489014 3075.7163 0.9063798305202236 0.16737905510238285 0.6081599093266621 3.381136417388916 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0.6608746196915737 3.069018840789795 2663.3662 0.8891117554267354 0.1977309117254827 0.6741156553901102 3.1629605293273926 False 11 14100 29.06 149.6 1394.3245 0.8596389203554489 0.2810212333836906 0.6573154281648604 2.8678295612335205 2649.198 0.8894594790240035 0.20735684288056028 0.6717968931825444 2.824477195739746 False 11 14200 29.29 152.4 1433.9335 0.8606067450313661 0.27708787222680165 0.6549613541403763 2.9070258140563965 2648.0366 0.8886411296963203 0.2072064619132538 0.6693789155412877 2.8437271118164062 False 11 14300 29.46 181.7 1443.6859 0.85554551639848 0.27894887737061314 0.6623908501342438 2.844142436981201 2639.7754 0.8870554069430344 0.2046852670857102 0.6734621594659884 2.865335702896118 False 11 14400 29.59 163.0 1431.7721 0.8515153659539011 0.28009682312920386 0.6580446535248486 2.9131762981414795 2569.3894 0.8829887115912372 0.2077337403121358 0.6711671104880579 2.8695170879364014 True 11 14500 29.82 414.9 1445.3647 0.8622691799776128 0.2619424859778267 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0.6652217531303379 3.1687405109405518 2701.941 0.8897393085891768 0.20714656593728617 0.6750944001385084 3.049438238143921 False 11 15100 29.1 154.5 1282.9921 0.8505042315800755 0.2826704580539692 0.6694683605491144 2.8316500186920166 2703.6636 0.8865436540756669 0.19862279245951323 0.6772235677138577 2.798924207687378 False 11 15200 28.86 153.0 1270.7767 0.8433858896092025 0.294705006643906 0.6740494667942095 2.737478733062744 2625.6455 0.8813252816086752 0.20858849108180594 0.6809221657275746 2.7542917728424072 False 11 15300 29.07 207.9 1255.0183 0.8509635836670748 0.290970644167157 0.673303868950948 2.8095099925994873 2728.5024 0.8868521286312738 0.20483497001493586 0.6771769201817434 2.810781955718994 False 12 15400 28.79 151.3 1311.9044 0.8561255402376238 0.27779599693516027 0.6584106019272551 2.896486282348633 2675.2239 0.8874925845087653 0.2022379751651619 0.6702501527907414 2.936816453933716 False 12 15500 29.05 168.0 1514.901 0.8533696296761887 0.28593721761229457 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0.6799542140841358 2.7266499996185303 2679.2446 0.8847770964006827 0.20839440894694872 0.680464511860451 2.744074583053589 False 12 16100 28.13 149.2 1626.5732 0.8409748369676905 0.30839914799254387 0.6830493663963552 2.6903440952301025 2556.705 0.8817468556782361 0.21333981949048503 0.6817564310622563 2.7494678497314453 True 12 16200 29.46 169.8 1441.6505 0.8554295322182409 0.2823630309450269 0.6741948763892521 2.7995245456695557 2604.1372 0.8877235805911065 0.20239319842783712 0.6733244649817165 2.935389518737793 False 12 16300 28.89 153.9 1361.499 0.8548329606180809 0.28188897022899856 0.6620474876603668 2.8445324897766113 2727.5342 0.8888016261596773 0.19923711118975715 0.668124128926073 2.927029848098755 False 12 16400 28.99 166.1 1315.8807 0.8448296295987591 0.2982646801058551 0.6833355373811675 2.7131309509277344 2670.5415 0.8845692447936666 0.20515546277101335 0.6786526470143416 2.822211742401123 False 12 16500 28.95 170.9 1303.6886 0.8501983019104794 0.29082540060474177 0.6785993852435962 2.737621545791626 2670.1018 0.8865167561071583 0.20381607349282213 0.6849360973282318 2.7360260486602783 False 12 16600 28.94 160.5 1503.0686 0.8725073198356977 0.23124488521544725 0.6245237843358663 3.0686140060424805 2883.787 0.9002171158234042 0.16354183371397876 0.6476579154783967 3.005669593811035 False 13 16700 28.9 177.6 1459.2805 0.8707918528744971 0.24200291334515153 0.6072730288275879 3.9837470054626465 2787.2158 0.8974934883069533 0.1751402811257501 0.6318755975459607 4.0940141677856445 False 13 16800 28.92 155.4 1426.4706 0.8706468078187597 0.24798462717132844 0.6461396420154818 3.197727918624878 2866.1882 0.8988578513054514 0.1749297061263184 0.6680764339058534 3.0711681842803955 False 13 16900 29.15 159.3 1511.7417 0.850491871578977 0.27876605622330614 0.6526177386200368 2.8622841835021973 2730.8254 0.8872930386514415 0.19355517442615092 0.6665864112911707 2.8306045532226562 False 13 17000 29.11 150.9 1438.2473 0.8600495229524819 0.2771870869513916 0.6553981415750445 3.070465564727783 2771.1057 0.8923060411136624 0.19631334724736166 0.667083821694254 3.160395622253418 False 13 17100 29.25 204.9 1449.863 0.8453331700840585 0.28974218450474043 0.6757193156259602 2.765148878097534 2702.3948 0.8852797785301928 0.19823298828013888 0.6803311053410841 2.8511829376220703 False 13 17200 29.26 180.9 1552.102 0.8627011136346936 0.2518888519032242 0.6112224494938033 3.2442123889923096 2758.7725 0.8928949700343335 0.18247008527739464 0.6307695017715597 3.2621867656707764 False 13 17300 29.39 156.0 1453.4327 0.8588635304095235 0.2694309657997495 0.653029167530564 2.9894089698791504 2752.5454 0.891486118153629 0.18939603762172763 0.6647776222897008 2.994616746902466 False 13 17400 29.22 186.0 1373.577 0.8476488481925367 0.28900312662458183 0.6617209707287706 2.828127384185791 2673.6135 0.8838030126124874 0.20368783967577714 0.670619172662218 2.8463289737701416 False 13 17500 28.75 192.1 1317.9487 0.8510936876691854 0.28759511771097523 0.6693511872266039 2.843296766281128 2672.5386 0.8873341381611085 0.19990553932271207 0.6764603190581643 2.8295700550079346 False 13 17600 28.35 147.7 1254.2059 0.8484395449287778 0.2913953810992709 0.6708558411506809 2.816884756088257 2670.4673 0.8868490333925064 0.19995139098100354 0.6752410999905201 2.805840253829956 False 13 17700 28.66 156.5 1248.8943 0.84562728405542 0.29574502622744786 0.6774808201376672 2.712022542953491 2636.1863 0.8856954172421047 0.20190058363224173 0.6805866778367645 2.7547574043273926 False 13 17800 28.93 158.1 1247.4384 0.8426356871919289 0.29476200011053105 0.6807559513899928 2.6873507499694824 2682.4443 0.8848491461136894 0.1971498991146242 0.6797406997125738 2.7461531162261963 False 14 17900 28.78 147.6 1212.2524 0.8430679702584822 0.3002775962272126 0.6801232225919681 2.7536885738372803 2679.4988 0.8843853036391955 0.20390119742409338 0.6787018577650694 2.8965725898742676 False 14 18000 28.6 158.9 1223.4376 0.8372336147137075 0.30971287295313726 0.6853805381977632 2.702044725418091 2675.4092 0.8812369961240288 0.2085296729425285 0.6827568733543248 2.7333831787109375 False 14 18100 28.56 154.2 1254.1948 0.8452948344743171 0.3013213009364286 0.6828410238134829 2.737635374069214 2677.647 0.8846683475085528 0.2068608287403451 0.6819264493771384 2.8670880794525146 False 14 18200 28.96 151.3 1269.0007 0.8457381748657821 0.29126118165992226 0.6850670934051578 2.6488471031188965 2756.2966 0.8870195783227381 0.1940385568966853 0.682151746328306 2.7204997539520264 False 14 18300 28.57 166.5 1229.4312 0.841282213979341 0.30243970551648913 0.6894939217338921 2.7162415981292725 2683.6887 0.8845037440873152 0.2003502209052477 0.6821755587645926 2.9041144847869873 False 14 18400 28.69 148.2 1257.9481 0.8427488753534944 0.303630201419195 0.6946447748364989 2.6605734825134277 2736.1726 0.8868643819754582 0.1985146766862267 0.6852857949858723 2.8398795127868652 False 14 18500 29.08 156.4 1304.4215 0.8459381256358766 0.30404437639446014 0.6921475681778564 2.614760637283325 2719.5044 0.8880557179253122 0.2006061095948747 0.6848508177198981 2.7420494556427 False 14 18600 28.89 180.6 1291.259 0.8530166021274823 0.29414277346852985 0.6824314759837272 2.7601137161254883 2733.2397 0.88965804528864 0.20144466600978295 0.679559851704584 2.920241117477417 False 14 18700 28.56 150.0 1452.5457 0.8620240133932303 0.25484631574837313 0.615989166776429 3.5290122032165527 2771.9597 0.8968706528627496 0.174051596993912 0.6302462741878685 3.3615546226501465 False 14 18800 29.0 167.6 1349.1185 0.8505599848538009 0.284712466774139 0.6838997244450544 2.709446907043457 2670.88 0.886644680707007 0.19790656012373323 0.6834734261484117 2.752650022506714 False 14 18900 28.75 164.4 1370.3762 0.841739612749762 0.29972426400400237 0.6891937630100414 2.6277170181274414 2606.195 0.8828289273870062 0.20418065907521876 0.6848828545922422 2.7115304470062256 False 14 19000 29.3 170.7 1302.9191 0.8420902422912508 0.30606095144013523 0.6958503010522824 2.6337106227874756 2643.013 0.8852765990515189 0.20343246182340144 0.6855753041979276 2.8146610260009766 False 14 19100 28.96 217.7 1348.3597 0.8481513066689511 0.29355094746540883 0.6850024267912542 2.6779720783233643 2659.875 0.8860839357296678 0.19983068817608296 0.6820334203726458 2.7257468700408936 False 15 19200 29.06 298.0 1422.7246 0.846140861098267 0.3029661764108027 0.6927388957690834 2.5966765880584717 2743.3928 0.8874475140977608 0.20149173022567807 0.6849992953452751 2.734351396560669 False 15 19300 28.74 147.6 1362.0135 0.8413260071577717 0.30774880942958516 0.6995115996472214 2.6174392700195312 2733.9988 0.8855555725363777 0.20267215493409244 0.6831763296568999 2.8638761043548584 False 15 19400 28.96 269.1 1785.2789 0.8817857924932498 0.22459447841233585 0.6396243919888897 3.5316379070281982 2957.5974 0.9029240051758081 0.16532154192514198 0.6484216516129233 3.647007703781128 False 15 19500 28.95 157.9 1453.6431 0.8561147665825399 0.27834786964025876 0.6597829512827798 2.9079971313476562 2577.7305 0.8886652890189549 0.19699896223244237 0.6680619565117932 2.955655097961426 False 15 19600 28.93 161.5 1356.8516 0.8439497687269317 0.2994066194046633 0.6732571565375466 2.737229347229004 2521.7305 0.8839202278265578 0.20411092746142165 0.674862784661923 2.788255453109741 True 15 19700 29.47 235.2 1265.22 0.8506675619126437 0.29901099918630686 0.6849835644726127 2.9778659343719482 2624.31 0.8894427806327558 0.20187220548312593 0.6815254730572602 2.961515188217163 False 15 19800 28.77 153.2 1227.5574 0.8469389455421438 0.3025882759877228 0.6877279854376595 2.741074562072754 2575.5146 0.8878645593504749 0.20229690616229104 0.6817668026519849 2.887793779373169 False 15 19900 29.0 232.1 1257.1735 0.8445830708082475 0.29057584561131045 0.6729755945335548 2.7453761100769043 2566.883 0.8840082308502658 0.1964882458717096 0.6780817095046537 2.7706618309020996 False 15 20000 28.84 150.4 1211.544 0.8472647856511696 0.29566040407997196 0.6778358334666337 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