Epoch Iteration Training Time Validation Time Train MNLL Train JSD Train Profile Pearson Train Count Pearson Train Count log1pMSE Val MNLL Val JSD Val Profile Pearson Val Count Pearson Val Count log1pMSE Saved? 0 0 2.14 17.92 27023.29 0.972575144060472 0.011974873117456137 -0.3345782474491217 306.93280029296875 7386.311 0.9735576176558173 0.011143831168448262 -0.44986376520141563 309.3968505859375 True 0 100 9.196 15.0 23440.98 0.9698361386019347 0.024107991202591657 -0.3473652141859282 10.538335800170898 6480.172 0.9705739007849568 0.02438868225032313 -0.45976290865526587 10.040574073791504 True 0 200 9.908 15.34 13517.306 0.9634413203520545 0.04615419035862366 -0.3524541527472819 27.50189781188965 4477.7407 0.9640761965894589 0.047431739660210866 -0.4703657812139005 26.708816528320312 True 0 300 10.02 15.06 15892.393 0.9682404102971305 0.029268569217763586 -0.34351826835373733 24.0270938873291 5218.253 0.9689823549112923 0.029455538670775612 -0.4652799849471984 23.2471981048584 False 0 400 9.661 16.15 16513.71 0.969588598367772 0.023703560501273268 -0.3325686052645855 25.083662033081055 5486.139 0.9703249336016467 0.02391853248303146 -0.4592939214197968 24.294322967529297 False 1 500 10.6 14.63 23433.82 0.9784461416750693 0.001199550743152235 -0.31784432800182183 19.994869232177734 11130.471 0.9795467288102981 0.002420938202900708 -0.4323723475459323 19.207963943481445 False 1 600 9.465 15.57 10097.661 0.9630285855558096 0.051258554105979966 -0.3535711484079449 8.266738891601562 4368.663 0.9632823609677805 0.05397564694145382 -0.4797054363176686 8.006513595581055 True 1 700 9.96 17.25 9974.887 0.9708743501290884 0.01817174108831469 -0.27467068048936727 19.313880920410156 4998.312 0.9718779403570915 0.019632202026934782 -0.4083965171574697 18.61077308654785 False 1 800 9.598 16.29 8789.935 0.9636258760083403 0.04905363575437574 0.041153950297630554 3.3684375286102295 4461.914 0.9640386175716685 0.05344289173436735 -0.007072276476840545 3.17997670173645 True 2 900 9.977 16.51 10795.825 0.9726561194601606 0.013383205442515126 -0.1429445796052712 19.723543167114258 5230.587 0.9737871882620642 0.014604870394108523 -0.2104262454092795 19.003812789916992 False 2 1000 9.749 14.76 10228.677 0.9658928827266421 0.04037147874815687 -0.17968767010412534 18.214824676513672 4502.4272 0.9668549115081437 0.04096871314757429 -0.25048787235589526 17.49007225036621 False 2 1100 9.724 14.51 8011.0957 0.9592726667416221 0.062014568271619386 0.02120863906512248 3.3071138858795166 4172.174 0.9596710629001907 0.06447629188172985 -0.023585045584729184 3.1526005268096924 True 2 1200 10.43 14.76 8695.17 0.9597973419061938 0.05472430058526895 -0.31643422741276056 6.83115816116333 4308.3984 0.9604562800810799 0.05551589829416776 -0.4413434655833369 6.560051918029785 False 2 1300 9.588 14.82 11185.218 0.9705603848601937 0.024062340759513485 -0.3221477046717587 4.276000499725342 5546.038 0.9716201813847568 0.025040481297958335 -0.43849941371639334 4.421201705932617 False 3 1400 10.03 14.77 8055.6284 0.9581244777956373 0.06263260872613426 0.04339853393990691 3.3409955501556396 4127.978 0.9586573458191296 0.0645170632012621 -0.0020546798223364756 3.16474986076355 True 3 1500 10.47 14.58 7946.4736 0.9568978648205723 0.06939855061070734 -0.1883586400186275 3.498845338821411 3969.8948 0.9575735318304441 0.07066926160022989 -0.327473391175438 3.3799355030059814 True 3 1600 10.53 14.77 11902.338 0.9614446434374591 0.05309991227157308 -0.11473589306938185 4.013902187347412 5479.2676 0.9615410481128457 0.05483509317123601 -0.20931902500020563 3.788017511367798 False 3 1700 9.729 15.01 10249.342 0.9698760360387397 0.02723581818478195 -0.31733110295110695 4.6693549156188965 5485.758 0.9711323091342993 0.02742788340867821 -0.4640424625040175 4.719505310058594 False 4 1800 9.778 15.01 7206.758 0.952087325991004 0.08115399435648268 -0.10882029585014191 3.4819698333740234 3781.65 0.953007905510531 0.0828110251433479 -0.21155164542864163 3.329171895980835 True 4 1900 10.27 15.61 12366.706 0.9571458372705216 0.06026466814540653 -0.19377184647652973 3.6349098682403564 4451.7935 0.957696622135055 0.05996229848313533 -0.3415478012242463 3.4781947135925293 False 4 2000 10.18 14.69 7431.809 0.9573180067563578 0.07063136896483743 0.049456915849816964 4.097025394439697 3885.8582 0.9577804147539579 0.07375679880929195 -0.02377212100787072 3.8351337909698486 False 4 2100 9.645 15.15 9561.151 0.9638219878021087 0.04240790940270273 0.11380610088008004 3.5133841037750244 4418.444 0.9645483154476375 0.04290659413085931 0.06498443654712098 3.2980613708496094 False 5 2200 9.853 14.67 10015.47 0.9676004118787253 0.0338456083786678 -0.022107155594318435 3.824479818344116 5356.921 0.9687726134568944 0.03386581794871452 -0.10361652405870263 3.6256580352783203 False 5 2300 9.602 15.28 7189.3213 0.9493503398426687 0.08438065311607836 -0.16418775424014245 3.533268451690674 3708.309 0.9496450019053692 0.08618287514252873 -0.3320336608815345 3.4401721954345703 True 5 2400 10.5 14.62 7176.5596 0.9473090515062197 0.09192389193228469 0.228790422818736 3.169250249862671 3608.884 0.9481071073326225 0.0919790288268761 0.3049579824789632 2.8953301906585693 True 5 2500 10.29 14.84 7060.31 0.9491799123017821 0.08383170921736899 0.2715879464440928 3.066901445388794 3688.2585 0.9501179357319453 0.08434370387759615 0.3463545923851899 2.7816460132598877 False 5 2600 10.14 14.86 7092.1406 0.9564558978161978 0.06811895822036623 0.37256200825111097 2.934792995452881 3887.213 0.9574251024538881 0.0691357579221972 0.4611185725140554 2.548402786254883 False 6 2700 9.588 15.54 7366.001 0.9546902987800807 0.08021338810877791 0.35541211235695436 2.9211535453796387 3927.2021 0.9551258598045054 0.08258990802828318 0.43238213289298605 2.620577335357666 False 6 2800 10.38 14.51 7586.372 0.9553329823843847 0.06339874569579296 0.3251199596693979 3.021817445755005 4018.705 0.9562197209112903 0.06391875841019772 0.37499804311512813 2.7819998264312744 False 6 2900 9.701 15.13 7641.2607 0.9467573155373445 0.09174631496139843 0.3579557610867959 2.9303152561187744 3590.0317 0.9475959687337148 0.09261473989656464 0.43683958774243103 2.6278791427612305 True 6 3000 10.42 14.83 6562.9863 0.9450066347265915 0.09136185701457454 0.35388610983250013 3.8845419883728027 3560.546 0.9453181966098372 0.0930500651318736 0.4480190079543346 3.611219882965088 False 7 3100 9.701 14.6 6802.1436 0.9461407648971408 0.09799819322764124 0.3083020885833915 3.050020217895508 3550.507 0.9474480516821255 0.0979967315486442 0.3830531915478629 2.7732906341552734 True 7 3200 10.13 15.0 6888.8945 0.9531474957007254 0.08830163771802108 0.3339125152783525 2.946028709411621 3756.5093 0.9539778594069673 0.08755425823472608 0.41255602894991367 2.585524082183838 False 7 3300 9.652 14.9 6717.5376 0.9513375578523844 0.08224541297884214 0.3120426765520712 3.2460594177246094 3741.8445 0.9528399378564919 0.08133194624698331 0.37914488449471573 2.92144775390625 False 7 3400 9.572 14.97 6337.024 0.9448399791471641 0.09579541182484293 0.2831046029219374 3.0584869384765625 3580.153 0.9463074287469829 0.0946278834419407 0.3399131920089147 2.790640354156494 False 8 3500 9.487 15.82 6689.251 0.9454475872168013 0.08489083694701276 0.337787619400219 2.9901909828186035 3663.6304 0.9474422799262207 0.08287566563208454 0.4038587202740725 2.700065851211548 False 8 3600 9.574 14.92 7558.1206 0.9405084888033994 0.10753185542056763 0.34920042959382713 2.910400152206421 3466.724 0.9425043575535677 0.10523397176972189 0.4226617701126338 2.581174850463867 True 8 3700 9.908 14.88 6280.725 0.9480091916583725 0.09323129219817465 0.2875027635599791 4.610013961791992 3620.3806 0.9499329617866537 0.09142167223472393 0.31992054160905664 4.280806064605713 False 8 3800 9.678 14.82 6121.7324 0.9374733183840238 0.10920254937988366 0.308038437552848 3.036324977874756 3426.368 0.9396472314231492 0.10648427062066387 0.36314763763456787 2.796241283416748 True 8 3900 9.962 14.75 6099.4346 0.9381733480440322 0.10845481384185575 0.34955876979814277 2.90913724899292 3459.3438 0.9401934251661391 0.10602473975519729 0.42717960737165933 2.5871152877807617 False 9 4000 9.372 14.8 7182.054 0.9541301227070639 0.08946257681255954 0.36630891745055794 3.627265691757202 3855.4727 0.9558268774899255 0.0866729084271679 0.46009883713077177 3.18863582611084 False 9 4100 9.539 15.23 6857.3184 0.9405882664783652 0.11572851646048318 0.367184222849665 2.8766632080078125 3518.6746 0.9425610259006164 0.11258351680721011 0.45357237648808524 2.477871894836426 False 9 4200 9.593 14.78 6688.587 0.9381290986688133 0.11093394493171439 0.3576844910901152 2.880931854248047 3425.4985 0.9403028073785787 0.1077782724753616 0.42528186954030833 2.5707643032073975 True 9 4300 9.882 14.76 6579.797 0.9337339936077165 0.12072430081403558 0.3649383931733455 2.8612241744995117 3351.9514 0.9361203889439215 0.11708345937939801 0.43467661421490184 2.5361783504486084 True 10 4400 9.987 14.77 8573.513 0.9392655945446459 0.10231491378022611 0.3233470485204547 3.009840965270996 3497.7546 0.942337634004579 0.0975596367448613 0.38020205262061785 2.7593092918395996 False 10 4500 9.44 14.7 7584.699 0.9461018038928466 0.10061545066700515 -0.10419462097583297 3.640551805496216 3648.0867 0.9481606794280996 0.09892252889483891 -0.2397190997244746 3.500270128250122 False 10 4600 9.647 14.75 6639.0156 0.9384164614709762 0.11480638867138186 0.37377627290690535 3.1490323543548584 3544.0396 0.9400485193388783 0.11399230434532226 0.46811466558430814 2.7567214965820312 False 10 4700 9.546 14.86 6741.4067 0.935442770327815 0.1110298769729595 0.3712645040100025 2.9246444702148438 3474.3557 0.9386954590227115 0.10555455969701222 0.4482083265269702 2.6298511028289795 False 10 4800 9.611 14.57 8709.665 0.9297781266842791 0.12456256340208757 0.3740191900536414 2.8338050842285156 3321.0916 0.9329241517973095 0.11893158995235299 0.45966458354641504 2.4643399715423584 True 11 4900 9.935 14.7 6781.107 0.9387855053016315 0.11683017235483033 0.3720448139699837 2.8402047157287598 3412.082 0.9420936884174274 0.11153748467985343 0.449147200098932 2.495737075805664 False 11 5000 9.645 14.77 6559.5 0.9338189003434305 0.13173041815791364 0.36602211310800614 2.905740261077881 3327.239 0.9361150959532735 0.12735863240117717 0.44791175974649133 2.5278642177581787 False 11 5100 9.567 14.72 6460.833 0.9286746157425559 0.13633345489792614 0.36395435807659837 2.8757448196411133 3263.5112 0.9317387912538895 0.1301116772083454 0.4463818637890701 2.4971137046813965 True 11 5200 10.03 14.73 7422.51 0.951784542944513 0.11345617455940647 0.3839117282407986 4.033504486083984 3753.2026 0.9535620844646209 0.10832260226836855 0.478260986473279 3.605607509613037 False 12 5300 9.614 15.28 5624.5317 0.9346429973581563 0.1172016111027063 0.325417195658858 3.0073254108428955 3434.264 0.9387675334378563 0.1077560975236908 0.36090403880897026 2.7719366550445557 False 12 5400 9.702 14.78 6849.0747 0.9328116274736151 0.1234033756362997 0.35766521834661547 2.8970789909362793 3417.62 0.9371150471077667 0.11548301802634493 0.42144695218138956 2.6111392974853516 False 12 5500 9.463 14.76 5912.277 0.9275298809389785 0.13898289353417076 0.37104800704704755 2.842963695526123 3306.8176 0.9316552908229344 0.1298944651995983 0.4452874291499485 2.491971731185913 False 12 5600 9.608 14.76 6170.3696 0.9436959469164579 0.11074544294345577 0.38138634590950843 2.8303630352020264 3710.3604 0.9470674394220612 0.10308539503263896 0.46273917409224896 2.461759567260742 False 13 5700 9.473 14.35 5821.0293 0.9354942281757322 0.12220810765739228 0.3931557086752562 2.8769094944000244 3435.9583 0.9404197236730132 0.10996982578234066 0.48152336502682297 2.4726805686950684 False 13 5800 9.603 14.82 5550.8374 0.9255287525577076 0.13987815327503453 0.37614409132412385 2.8279871940612793 3312.4226 0.9306236090545329 0.12885286687250128 0.45230409459816406 2.4770538806915283 False 13 5900 9.551 14.99 5424.81 0.9265139495439716 0.1437370688525632 0.3857021086442121 2.84489107131958 3307.049 0.9311548209695211 0.13227147812947296 0.4603000627932091 2.5032498836517334 False 13 6000 9.277 14.51 5285.534 0.9227376726596789 0.14060868461172749 0.36532007444852804 2.9619948863983154 3311.9568 0.9278282478472814 0.13154600053968715 0.43485943865061055 2.6568076610565186 False 13 6100 9.455 14.85 5446.1675 0.918534562491869 0.1529444962755035 0.3909387569465588 2.793053388595581 3188.5156 0.9250078572640934 0.13894074838136575 0.4654969782824158 2.4420180320739746 True 14 6200 9.973 14.84 5816.874 0.916182773621621 0.15654836638706554 0.3819042369178364 2.8156683444976807 3188.1902 0.9226327591996181 0.1415246523971359 0.45249216343153753 2.471195697784424 False 14 6300 9.679 14.89 5329.7646 0.9166096439908905 0.155596757073812 0.3945030485412414 2.790102481842041 3166.3948 0.924002194263465 0.1394755930035432 0.4727962711947102 2.414510726928711 True 14 6400 10.06 14.82 6113.016 0.918288548329877 0.1561354253740743 0.39765259836348443 2.934995412826538 3214.6782 0.9252233636665966 0.14066119366300017 0.47789166977282466 2.591362237930298 False 14 6500 9.043 14.78 5490.192 0.9284747545856737 0.14386031275229128 0.3802240152099284 2.845966100692749 3400.2188 0.9336254240107278 0.1317072879497229 0.45351263288742283 2.4848732948303223 False 15 6600 9.254 14.47 5481.3257 0.917285118266596 0.15880708567533186 0.39991334662666433 2.8182976245880127 3204.539 0.9249198829160499 0.14159699539002163 0.47048235885670414 2.463428497314453 False 15 6700 9.595 14.38 5224.9946 0.912105544250223 0.17064581159736972 0.3954619634516871 2.7949299812316895 3129.1912 0.9207704123458796 0.15055199070062888 0.4667572598248107 2.4633612632751465 True 15 6800 9.996 14.53 5449.219 0.9088415751071476 0.17204255517522893 0.4071214626384408 2.7625041007995605 3092.353 0.918623629861018 0.1497643542223317 0.4824666827187593 2.4015307426452637 True 15 6900 9.891 14.85 7576.7607 0.9260406498757114 0.1392666363881239 0.39080680944617197 3.138643980026245 3514.2566 0.9323775105445252 0.12022914428891092 0.4747044205771614 2.7399582862854004 False 16 7000 9.536 14.43 5909.1104 0.9295882076204419 0.14590488679526703 0.4037426279779676 4.680477142333984 3365.1938 0.9365684510496436 0.12852686039959788 0.4624024485707966 4.284238338470459 False 16 7100 9.564 14.81 6532.4927 0.9154726176570576 0.163606567092348 0.39108812071508636 2.8290019035339355 3195.2666 0.924115917779669 0.1425349877447434 0.45749573013924993 2.5038812160491943 False 16 7200 9.664 14.98 5754.6484 0.9146179627408404 0.15782613159003428 0.40121632849073924 2.7643816471099854 3200.4404 0.9224332902025744 0.13970379701201457 0.48070013175614185 2.395642042160034 False 16 7300 9.552 14.87 7110.33 0.9145263902904336 0.16134053972452517 0.4117514924500944 2.7589144706726074 3167.9592 0.9232116305284565 0.14141203511633282 0.49304972144284975 2.37275767326355 False 16 7400 9.573 14.71 5811.618 0.9401944634866392 0.12474034928477307 0.3832139008814452 2.903407573699951 3728.5085 0.9434128198829217 0.1145981710206632 0.48025266454455723 2.4770097732543945 False 17 7500 9.477 14.86 6282.503 0.9058097214876342 0.15685091879663143 0.4218880712607941 2.7377729415893555 3298.0332 0.9169622728548147 0.13443431056029864 0.49188716529117044 2.416095733642578 False 17 7600 9.565 14.39 5168.1816 0.910508392222747 0.16534376512349472 0.4225266891926823 2.736323118209839 3104.8706 0.9202305049688504 0.14393278179475635 0.5016523860362956 2.383552312850952 False 17 7700 9.526 14.84 5346.6665 0.9071243403642412 0.16653309160680607 0.40591543020521154 2.777536630630493 3172.653 0.9189189158880608 0.13980501061539446 0.47996356573196597 2.4351625442504883 False 17 7800 9.602 14.39 5203.8257 0.9017713564727854 0.18095510468931916 0.4119968949781507 2.7360339164733887 3030.972 0.9133540813843322 0.15412387882074405 0.4964359002782306 2.3440358638763428 True 18 7900 9.917 14.92 5205.957 0.901759188625867 0.18491320651836143 0.41644092964900103 2.7235639095306396 3015.7915 0.9144232165990998 0.15791341383629287 0.4978077862441587 2.344489097595215 True 18 8000 9.997 14.71 5304.996 0.9223309798640903 0.15353242966422892 0.41175318827597446 2.741194486618042 3192.0647 0.9303161862404767 0.13386944203994824 0.49298379394793695 2.3652396202087402 False 18 8100 9.46 14.55 5656.751 0.9141422332494488 0.15934031586647834 0.4154049032887157 2.913233757019043 3120.5586 0.9243976875313182 0.13405006144452425 0.49412699815291394 2.5555763244628906 False 18 8200 9.578 14.82 4880.4937 0.9072203455735566 0.1666869715396657 0.42068002257858395 2.71504545211792 3257.4998 0.9199017236514396 0.13767580064084745 0.5008687980492099 2.330355167388916 False 18 8300 9.542 17.11 5025.8896 0.9079006644131374 0.177567219564255 0.42656901680227394 2.795650005340576 3119.888 0.9208618497036738 0.14627203187771745 0.5070792110567031 2.432964563369751 False 19 8400 9.529 14.51 4972.4946 0.8926793779630069 0.1891400359628304 0.42319972542331474 2.706644058227539 3006.002 0.9080508821862825 0.15567915567515114 0.5013688981992251 2.3395729064941406 True 19 8500 9.783 14.53 4425.104 0.9091614302250989 0.1774757002752466 0.413471972697553 2.755842685699463 3178.9407 0.9228066492678066 0.1455745376306396 0.4912903152604622 2.3819146156311035 False 19 8600 9.651 15.86 4541.1436 0.8918273328250796 0.20096015129294884 0.4347658726146137 2.7850341796875 2952.8523 0.9084820178012745 0.16425153923666239 0.5136208500249135 2.4274988174438477 True 19 8700 9.925 18.95 4601.71 0.8963981138083165 0.20542389614464648 0.432845034938165 2.7593483924865723 2983.5972 0.9134464166923439 0.16670084951396244 0.5039034362348842 2.415011167526245 False 20 8800 9.744 16.18 4782.1343 0.8912927531572682 0.20820331109381576 0.42903571462382817 2.695817470550537 2967.1663 0.9103299363032858 0.16630097005962413 0.5015176407264662 2.3450448513031006 False 20 8900 10.29 15.95 4533.0254 0.9050316977863226 0.19203992979883672 0.42929160060011823 2.704155206680298 3020.5386 0.9188056251579235 0.1579978316409866 0.5029457349325375 2.344508171081543 False 20 9000 9.752 15.15 4695.853 0.8846265876492894 0.20654057607415888 0.43900167332375756 2.6995954513549805 2963.0203 0.9040646172653881 0.16429957769799972 0.5127801212289406 2.3433797359466553 False 20 9100 9.71 16.05 4532.9346 0.883979466151741 0.2193252249579626 0.4470519926331936 2.658127784729004 2952.2336 0.9060305152878163 0.1694089416556443 0.5192824364565948 2.3041765689849854 True 21 9200 10.7 15.31 4632.7944 0.8805287867677968 0.2235430198391875 0.4531198286183506 2.6218974590301514 2911.1562 0.903108210886745 0.17351501796627947 0.5241489053391165 2.2698304653167725 True 21 9300 10.68 15.33 4573.8535 0.8782181763439151 0.22688636918302765 0.4620795437335199 2.6086361408233643 2890.84 0.9033709342620326 0.17194763013587722 0.532988286215077 2.257807731628418 True 21 9400 10.13 15.64 4686.0293 0.8790398073226438 0.2322772368821556 0.4562861179620663 2.6296987533569336 2867.6604 0.9031150916589432 0.1774577156465079 0.5298187804310892 2.26955246925354 True 21 9500 10.37 16.05 5760.3716 0.8888118162979181 0.21643431029541696 0.45001306403647695 2.668905019760132 3045.3977 0.9115497265674066 0.16319903775108138 0.533691523861068 2.276035785675049 False 21 9600 9.694 15.38 4747.9883 0.8888261248841408 0.20756025301223271 0.45135776989781795 2.709057092666626 3039.9329 0.9106149570005936 0.15652526635272904 0.5329520437390831 2.3744359016418457 False 22 9700 10.26 15.23 4434.896 0.8866267591483056 0.2168535379633917 0.4535990136574064 2.6340842247009277 2838.7336 0.9078619175191891 0.16877540794347348 0.5279240021060062 2.2748897075653076 True 22 9800 10.09 15.48 4414.5317 0.8786194896186548 0.2313788899074453 0.4591127944746234 2.757908582687378 2847.4912 0.9041204469111952 0.17251917476889103 0.5378628882242796 2.3887791633605957 False 22 9900 10.61 18.67 4681.452 0.8781884724632085 0.23680191753144234 0.4634542926271693 2.697720766067505 2782.5415 0.9024487197303822 0.17967619263847423 0.5367098798984411 2.3457067012786865 True 22 10000 9.862 15.8 4878.652 0.8706477567558868 0.24653751968828155 0.46456645072872976 2.589653730392456 2828.1113 0.9006243511972061 0.17841557107209804 0.5422822113365897 2.2199344635009766 False 23 10100 10.45 14.95 4512.2427 0.8881587699431095 0.2317793597604889 0.45463862418156825 2.6370391845703125 2900.3403 0.9083374219639133 0.17834257656326505 0.5282759369196138 2.2868850231170654 False 23 10200 9.581 15.85 4682.736 0.8731278739410059 0.24714740361882734 0.4756099867321749 2.5615687370300293 2792.715 0.9014091433994581 0.17941736714433537 0.5458704381031293 2.2119836807250977 True 23 10300 10.86 14.99 5453.92 0.8711461481886519 0.24117154160405493 0.4683143033077034 2.59065842628479 2892.4736 0.9025980511942568 0.16949934986267484 0.5391984033211725 2.23431396484375 False 23 10400 9.714 15.16 5492.1885 0.9238848233363041 0.14473043645328318 0.4202533242915128 3.9188787937164307 3627.738 0.9354159615668936 0.11292339574285006 0.5218268857343671 3.4092533588409424 False 24 10500 10.43 16.31 4937.8335 0.8782546123218593 0.22514244162264702 0.4592907136984625 2.643970012664795 2851.2085 0.9008633280233604 0.17293391290480237 0.5376077690697479 2.28352689743042 False 24 10600 9.553 14.85 5343.5054 0.86729829920794 0.24809456316659906 0.47353244442578696 2.6209068298339844 2761.1274 0.8966973808800073 0.1827859685661037 0.5483147263038352 2.275238037109375 True 24 10700 10.72 14.95 5019.874 0.8672063409586176 0.23772442931926877 0.4746069725218528 2.595820426940918 2885.2498 0.8991420340709892 0.16637163969962343 0.55582611771191 2.239105701446533 False 24 10800 9.592 22.8 4466.5996 0.8643187136326802 0.25907279619587076 0.4709879627391326 2.569514036178589 2775.6858 0.8969407481763294 0.18331855588466114 0.5452777585226835 2.2057113647460938 False 24 10900 9.772 15.11 4014.2842 0.8703042225281513 0.26053475514403285 0.47327670187655463 2.7273824214935303 2803.174 0.9016953827400356 0.18455378773741749 0.5412837456932964 2.363269567489624 False 25 11000 9.557 15.02 3992.2058 0.8694926973032672 0.255910930072393 0.47301535249481763 2.688905715942383 2790.3013 0.9011705690931524 0.1809836061812322 0.5445933347449851 2.350175380706787 False 25 11100 9.594 15.65 4204.345 0.861363854618061 0.2685898115354358 0.4784124452686927 2.5685982704162598 2807.022 0.8976776541692457 0.1830648168918699 0.5469209842413759 2.2048563957214355 False 25 11200 9.581 19.53 4405.238 0.8502363139169312 0.2816517305709396 0.49011337492047335 2.5309698581695557 2737.8628 0.8915918310175039 0.19001027348233043 0.5563508784496506 2.1835856437683105 True 25 11300 10.59 14.78 4407.9077 0.8567417899993623 0.2789175495999571 0.4947689162543914 2.5306224822998047 2747.6611 0.8963671698965191 0.18651397954475119 0.5581864698056896 2.2009615898132324 False 26 11400 9.773 14.52 4297.628 0.8536252488912284 0.2788981269892618 0.48691960822594316 2.745103120803833 2775.0276 0.894679484224843 0.18533882341235267 0.5582706299696155 2.3939194679260254 False 26 11500 9.908 14.94 4275.987 0.8493594414430646 0.28359038403103065 0.49001001971389396 2.505958318710327 2766.6506 0.8927740754154757 0.18597257582929883 0.5578505707021381 2.1478142738342285 False 26 11600 9.575 16.55 4343.7334 0.8720225330305234 0.2578389893164564 0.5006645808931315 2.662118434906006 2903.392 0.9055048071071212 0.17457356214182185 0.5571506806941013 2.3433241844177246 False 26 11700 10.3 14.7 4328.211 0.8526327839989927 0.27600620291405875 0.4976284979978024 2.5481672286987305 2877.0457 0.8955754485286415 0.17988221778908667 0.5617866004067649 2.1875548362731934 False 27 11800 9.594 15.39 4123.453 0.844345564767698 0.28785381247334374 0.49563864642486893 2.4895341396331787 2810.197 0.8898557131195189 0.18673221243820903 0.5636466218884915 2.127342462539673 False 27 11900 10.25 14.76 4418.964 0.863305917244135 0.2666447183459483 0.480299574755094 2.6096701622009277 3049.964 0.9036340270250037 0.16893153535135072 0.541379769228503 2.2576444149017334 False 27 12000 9.69 15.27 5158.652 0.846962067865387 0.2809922995915907 0.5016279154764901 2.712344169616699 2840.0571 0.8936960166793766 0.17743402838347533 0.5700004537483312 2.3940627574920654 False 27 12100 10.11 14.75 4448.7275 0.8597871450685953 0.29338378067173104 0.5014414863808351 2.8698577880859375 2796.5308 0.8989768413230091 0.1923129587892303 0.5591670342333451 2.5267698764801025 False 27 12200 9.55 15.51 4346.564 0.8512342125714784 0.28522794980461946 0.4903821116252343 2.5473833084106445 2785.5256 0.8940149652385407 0.18547121732627567 0.5562205271224284 2.2263896465301514 False 28 12300 10.01 14.97 4576.3643 0.8436014337802676 0.2936129178764508 0.5021064806572815 2.488499641418457 2827.3025 0.8925948677168124 0.18467805217262964 0.5610013578134561 2.14775013923645 False 28 12400 9.708 15.09 3828.163 0.8461701532014461 0.29576507348396575 0.5124129026866402 2.4613564014434814 2790.372 0.8936684178769799 0.18593297385607838 0.5684991988396773 2.149523973464966 False 28 12500 9.876 14.89 3662.9995 0.859222533471693 0.28550293109857616 0.48908247727109116 2.6111440658569336 2751.8018 0.8985882336930957 0.18549530066708117 0.5546415168173315 2.2784013748168945 False 28 12600 9.281 15.53 3764.1433 0.8356281104117811 0.31219393950728286 0.521974945238251 2.454719066619873 2684.0845 0.8879710993217921 0.19365410723166546 0.5727615072193742 2.171314239501953 True 29 12700 9.981 14.92 3768.5464 0.8475235218195926 0.29347093713062683 0.5084078288176834 2.485128402709961 2913.4453 0.8969437375724449 0.17840510788866706 0.5613136023607336 2.1578094959259033 False 29 12800 9.827 15.87 4068.8235 0.8345679821975976 0.31758512312343573 0.5331221080408867 2.390779733657837 2743.1616 0.8900964026384914 0.1901385390308698 0.5749958740318624 2.132791519165039 False 29 12900 9.745 14.91 3839.865 0.8568810125278653 0.3002735466313874 0.503734086122679 2.6204590797424316 2770.9133 0.8991950246972283 0.191502998155097 0.5520946341016237 2.3177576065063477 False 29 13000 9.898 16.04 4201.0747 0.8487953393920519 0.28365065193234795 0.48042297038561727 2.5969605445861816 2738.7815 0.8907057646024535 0.18610836136517947 0.5420289703130031 2.278257131576538 False 29 13100 9.699 15.23 4520.302 0.851106771117089 0.283780622151653 0.49724994917608695 2.699544668197632 2730.97 0.8941291293782526 0.18116147179139033 0.56049357515056 2.3799777030944824 False 30 13200 9.666 15.42 4303.334 0.8501639062100381 0.26908394366498734 0.47843115939159775 3.5036983489990234 3133.9773 0.8957980506904915 0.1667182905968512 0.5426131446527788 3.171823740005493 False 30 13300 9.674 14.72 4230.009 0.8467162945581583 0.30385445172100173 0.5141182259596083 2.447023630142212 2856.7847 0.8957189370070423 0.1856015844222615 0.5681183923715742 2.1425130367279053 False 30 13400 9.823 16.1 4273.2944 0.8414604523072587 0.30894878805579135 0.5225120290163447 2.5163414478302 2709.8948 0.8917861780042327 0.19133102774644264 0.5807989597072545 2.1901793479919434 False 30 13500 9.757 14.99 4557.6187 0.8389877873696885 0.30880959813706754 0.5171710944704145 2.4306883811950684 2785.6912 0.8916465661321878 0.18699734988035452 0.5723181710308948 2.124671459197998 False 31 13600 9.578 15.47 4377.178 0.8301723224098865 0.32459168469844063 0.5229665284867281 2.397341012954712 2711.5188 0.8885034030590426 0.192460098666897 0.5770820828421576 2.087003469467163 False 31 13700 9.74 14.95 4443.227 0.870420322105188 0.266685048947301 0.5083162772521896 2.458655595779419 3295.2312 0.915775515643851 0.15145084625483685 0.5605168158224902 2.1508235931396484 False 31 13800 9.867 16.12 3831.4924 0.8446946307629896 0.3154511026012652 0.5087534742129629 2.474236011505127 2728.612 0.8927634242975014 0.1943362172047597 0.5559886741576554 2.189460277557373 False 31 13900 9.321 14.96 3688.5552 0.8345986860469633 0.32007249038727126 0.5204931969123057 2.4110257625579834 2714.3677 0.889375930787859 0.19259948813235694 0.5696025710459436 2.116438627243042 False 32 14000 9.528 15.96 3610.5132 0.842129189424786 0.3264673307870728 0.5131762297035164 2.432326316833496 2702.8977 0.8946056828889438 0.19413711083064858 0.5682338882573603 2.118628978729248 False 32 14100 9.571 15.05 3846.4521 0.8235787056719337 0.341029887688379 0.5411833629604463 2.376270294189453 2750.772 0.8904417573787656 0.1887760333639134 0.5731796513326457 2.124420166015625 False 32 14200 9.586 15.4 4136.5654 0.8339906043390043 0.3150656016003176 0.5132168577424755 2.426328420639038 2793.4246 0.8892259346489585 0.18696471438814527 0.5636618083246467 2.1211063861846924 False 32 14300 9.589 14.68 4140.214 0.8263940517227614 0.33048904041544297 0.5276092284872766 2.4271397590637207 2804.3486 0.890610256022587 0.18648310302161894 0.5641664269658394 2.156018018722534 False 32 14400 9.503 15.04 4119.8813 0.8281964231531569 0.33042012535106874 0.534978211673134 2.4045605659484863 2681.2378 0.8888987801014978 0.1929512706580402 0.5663243513022329 2.165935516357422 True 33 14500 9.997 14.85 3845.992 0.8236598920265096 0.33506564754494056 0.5359680431389129 2.361690044403076 2719.5369 0.8889588163225052 0.18806672079830888 0.5672607466115117 2.1266186237335205 False 33 14600 9.525 15.33 3652.6353 0.8247743176630663 0.3467199062455763 0.5384130052869393 2.3833165168762207 2707.5815 0.8900612000206675 0.19342822558577735 0.5675784339618295 2.1462841033935547 False 33 14700 9.469 16.4 3954.7705 0.8191489354401517 0.35029445459401504 0.5432606022099815 2.3439621925354004 2748.0784 0.888879869916823 0.19158571290854318 0.565249362599567 2.139360189437866 False 33 14800 10.34 17.06 3970.775 0.8165656898159338 0.35959770181415585 0.5629387947744607 2.3778793811798096 2696.1313 0.8870044681587809 0.19833792392233712 0.5725460728524839 2.1905012130737305 False 34 14900 9.642 16.58 4422.9976 0.8140792785855264 0.34445583693428483 0.5297173577465274 2.416919469833374 2744.7698 0.8826361716693317 0.19361627762199243 0.5638932769996964 2.159902572631836 False 34 15000 10.56 14.92 4112.631 0.8247692765690251 0.3519312602209187 0.5606611586549219 2.34285569190979 2746.1135 0.892463330532592 0.18916538949611691 0.5749732773438085 2.178678512573242 False 34 15100 9.701 15.16 3724.5625 0.8173781773363528 0.36220066831358344 0.5489041611019883 2.3219971656799316 2712.2683 0.8865932427442453 0.20125929349160615 0.5666534186804678 2.1305596828460693 False 34 15200 10.31 14.85 3980.546 0.810963501146749 0.356322578625812 0.5580474858407327 2.4431726932525635 2813.8545 0.886081191883043 0.18985381945657043 0.5613372359784101 2.2742605209350586 False 35 15300 9.745 16.78 3847.9006 0.8110583256409964 0.3713650930267923 0.5663178019990883 2.2988924980163574 2672.5232 0.8853947387000427 0.19990856759949957 0.5795863936253554 2.1164798736572266 True 35 15400 11.12 14.65 3663.4497 0.8269950020005573 0.3498864878369623 0.5633852386934187 2.357851505279541 2787.761 0.8915978954326378 0.19379435958338376 0.5842873737445161 2.1392712593078613 False 35 15500 9.638 15.02 3906.4395 0.817741756623218 0.3560147220744293 0.5551181493532291 2.3651275634765625 2715.9287 0.8864896611298982 0.19611509575126823 0.5838176802226861 2.136025905609131 False 35 15600 10.3 14.62 3844.3623 0.8066371422705829 0.3679717776696143 0.5694032726819627 2.2404181957244873 2692.989 0.8841461588932235 0.19574269820289808 0.5720511540151391 2.0979349613189697 False 35 15700 9.647 14.93 4085.0312 0.8127066612383453 0.35408621521003864 0.5709045585883239 2.2733232975006104 2941.8484 0.8912094578231299 0.17959288539985035 0.5718496496015021 2.126366138458252 False 36 15800 10.42 14.98 3535.254 0.8131037756879227 0.37244992153572015 0.5820341354485364 2.2336654663085938 2760.245 0.8879817141300856 0.1972836950322149 0.5805597203438247 2.100207567214966 False 36 15900 9.733 14.98 3666.4338 0.8195751471809107 0.3575849090939639 0.5715861515317084 2.237966299057007 2802.4636 0.8916336192155737 0.18725863512692117 0.5751090546077304 2.093724250793457 False 36 16000 9.87 14.86 4076.8333 0.7999726654755525 0.3738296087242508 0.5692394913896106 2.2435550689697266 2793.082 0.883107501937518 0.19168417085317932 0.5801184627687502 2.083690881729126 False 36 16100 9.661 14.88 3888.6992 0.8202750049776151 0.3707931883900161 0.5798499932389142 2.539227247238159 2871.7346 0.8952261038425473 0.1881463714170869 0.5810751945958772 2.3931057453155518 False 37 16200 9.876 14.86 3620.4836 0.8304349909120196 0.35345020366755214 0.571622279945024 2.455289363861084 2717.495 0.8934037311172546 0.1952089765045752 0.5772224290044093 2.2978715896606445 False 37 16300 9.689 14.88 3698.6912 0.8002559076299203 0.3847287799184006 0.5902525037570697 2.1532084941864014 2675.868 0.8835813473395053 0.19732951210267927 0.5851879468702174 2.046741247177124 True 37 16400 10.3 14.83 3682.2324 0.8120464528159138 0.37530136803305925 0.5764485563216085 2.2710022926330566 2767.6187 0.8875493035071835 0.19770929811983837 0.5664482775136258 2.1831014156341553 False 37 16500 9.886 14.54 3566.2134 0.8021117732257228 0.3911471109024331 0.6048405940939828 2.146314859390259 2749.2368 0.887252840633025 0.1956563855405345 0.5756553316628013 2.1105031967163086 False 37 16600 10.17 14.78 4163.28 0.7928637078145235 0.38275314287212336 0.5941800817254091 2.139875650405884 2743.0889 0.8812054051544687 0.1911167848757965 0.5769727881046225 2.0762853622436523 False 38 16700 9.471 15.13 3940.543 0.8181058551852542 0.35635829950499737 0.5667150088490459 2.257622718811035 2751.2966 0.8880423454525547 0.1915441707815338 0.5748879171393975 2.0933876037597656 False 38 16800 9.59 14.85 3469.7876 0.818630061537345 0.3619019519187571 0.5904397503171134 2.253643274307251 2811.8508 0.8931531717877126 0.1837080449751719 0.5743936330517332 2.1837387084960938 False 38 16900 9.49 15.1 4082.6367 0.8118115118178594 0.37600549544156536 0.603006911063491 2.1754541397094727 2782.3088 0.8907726860419651 0.18878049549224943 0.5821048732851788 2.102944850921631 False 38 17000 9.571 14.62 3708.314 0.8573455975610671 0.33006214510716075 0.559423877541791 2.40046763420105 2873.798 0.9053733098002276 0.18817288493613502 0.5801158458362268 2.199371814727783 False 39 17100 9.588 15.54 3946.1174 0.8020223642590022 0.38867562435514885 0.5945009744678187 2.1452524662017822 2743.4297 0.8871837652325344 0.19208399471421597 0.570108462138775 2.1029152870178223 False 39 17200 9.551 14.85 3793.6934 0.8152928986046646 0.37764412310863593 0.5986776743263068 2.1989641189575195 2727.3003 0.8908325702026914 0.1931062074101781 0.5656609525291084 2.1886096000671387 False 39 17300 9.661 15.46 3926.2585 0.8017702278135821 0.3893605264022024 0.6106240539853032 2.329503297805786 2739.167 0.8866758142170144 0.1947317867233181 0.5757293977557055 2.2881057262420654 False 39 17400 9.646 14.92 3660.0437 0.7914567374680619 0.40366969854958606 0.6173297754527739 2.0676465034484863 2738.4688 0.8838292308067593 0.19643230555339278 0.5817007467043976 2.064819097518921 False 40 17500 9.372 17.18 3536.1208 0.806094484511141 0.3834617424991845 0.6030596989106055 2.1431870460510254 2762.1343 0.8883365717777637 0.19300858204547472 0.57733071615806 2.092198371887207 False 40 17600 9.345 14.81 3479.9182 0.7963693324081799 0.39746602830893146 0.6068916486007241 2.223191499710083 2741.9346 0.885792437156984 0.19264198524044215 0.5770412804582411 2.2092854976654053 False 40 17700 9.695 15.32 3554.2444 0.786911125545894 0.41361472212190636 0.6268928274756541 2.1099491119384766 2706.981 0.8844434072144219 0.19515119532603525 0.5780034210705661 2.1776418685913086 False 40 17800 9.663 14.91 3352.0884 0.814496169656989 0.37881249843974685 0.5980730271012706 2.1626815795898438 2795.247 0.8929903834592181 0.1879138381390507 0.5814818501772075 2.0874876976013184 False 40 17900 9.684 15.6 3798.1338 0.8297140916841169 0.3604238287516951 0.632831627652657 2.2005553245544434 2897.5588 0.9011752301455592 0.1767542425894882 0.5924783761176305 2.1867916584014893 False 41 18000 9.578 14.83 3303.612 0.818413115626387 0.3674218538360442 0.6102578628584947 2.4155757427215576 2777.8867 0.8945876537685706 0.18039302456211392 0.5579831029863609 2.4155428409576416 False 41 18100 9.69 15.13 3673.8499 0.8322912471506284 0.34326312225507993 0.6213804924141659 2.052157402038574 2871.045 0.8997661567827311 0.17115622904268812 0.5638252696713354 2.125274419784546 False 41 18200 9.745 15.16 4151.8687 0.8028019917670712 0.38231265279300014 0.6399495907766161 1.9817571640014648 2783.9658 0.8866472989535542 0.1897092665376855 0.5944782325471001 2.017573356628418 False 41 18300 9.766 14.81 3526.1392 0.8136637202347617 0.38546453800403674 0.6182825030121828 2.057302474975586 2678.2185 0.8911047714153979 0.19423077833987062 0.5804581546417985 2.064770460128784 False 42 18400 9.577 14.73 3993.9297 0.794993156532992 0.4067282490340722 0.6540286478954064 1.9930713176727295 2661.303 0.8847609539854862 0.19833181991423768 0.5814838724669733 2.110431671142578 True 42 18500 9.952 14.89 3724.1926 0.8071259104158044 0.39630173640840904 0.6341682176879812 1.9957275390625 2776.5352 0.8911443293252058 0.1927723113669552 0.5762028784064742 2.078421115875244 False 42 18600 9.583 14.99 3613.6782 0.7958352314015755 0.4040307007655087 0.6525742810946236 1.928789496421814 2815.6235 0.889926468497417 0.18637040029217386 0.5875773311105187 2.0453412532806396 False 42 18700 9.573 14.89 3867.3796 0.7827501112534756 0.4127801179059427 0.6613730742636655 2.085739850997925 2790.245 0.882600284888539 0.19142394084651396 0.5872347266245844 2.2748477458953857 False 43 18800 9.593 15.49 3809.9465 0.7819617220761732 0.42129421769567393 0.6640348006781388 2.0257809162139893 2797.9802 0.8864871098348843 0.189000051493537 0.5787640920728375 2.3200595378875732 False 43 18900 9.595 14.98 3491.9827 0.7910311377048482 0.4227677176464287 0.6836471684301476 2.1924092769622803 2726.8594 0.887631672877806 0.19652240343214378 0.5803669449838667 2.3702220916748047 False 43 19000 9.58 14.95 3597.509 0.785448275182524 0.4257084225822183 0.6742113622310102 2.1806211471557617 2751.1748 0.8862265576735523 0.19473004121854642 0.5888785196904107 2.367152452468872 False 43 19100 9.606 14.66 3666.7651 0.7788274664047278 0.4282027751907902 0.6836816746372423 1.8212950229644775 2720.4492 0.8833107233922597 0.19450583401031196 0.5926204694977597 2.082627296447754 False 43 19200 9.587 15.03 3851.3289 0.7803559700529867 0.4241261405521658 0.6945921942085066 1.8091866970062256 2788.4773 0.8860754548894902 0.18849929525652626 0.5729728813704751 2.145777940750122 False 44 19300 9.623 14.98 3373.0244 0.802977370614266 0.40811030982609703 0.6767438030245901 1.9147430658340454 2839.3992 0.894353372621486 0.18596254318466116 0.5814423109344089 2.1453683376312256 False 44 19400 9.659 14.95 3596.0532 0.7843509277175652 0.42561057570960453 0.7043519035980431 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1.3257044553756714 2840.249 0.8878804664386415 0.19038505274828182 0.5594340919355761 2.1776349544525146 False 50 22000 9.738 14.53 3323.0615 0.7707877150264498 0.4553462069756389 0.7747893541070372 1.4091942310333252 2925.9265 0.8895407707491207 0.184777009369019 0.5873446849053265 2.0583384037017822 False 50 22100 9.691 15.49 3761.0288 0.7881155495297891 0.43525132697194896 0.7769752747172001 1.4398680925369263 2866.598 0.8910693163703508 0.188977632506098 0.5646487182891735 2.116899013519287 False 50 22200 9.593 14.99 3365.0828 0.7732401701008105 0.4591726049608597 0.7823123442741836 1.3690001964569092 2769.488 0.8854319206900969 0.1957266821085887 0.5581337483936568 2.3051226139068604 False 51 22300 9.546 15.05 3523.23 0.771303499881184 0.44921819137004937 0.7934163557779433 1.3403376340866089 3036.6257 0.8906244842791303 0.1796280436203372 0.5493917320044491 2.213961601257324 False 51 22400 9.771 17.01 3360.5254 0.7868360870536851 0.44916440087064663 0.8031437680998705 1.315429449081421 3016.961 0.8966990914997478 0.18034849085375335 0.5695152321607635 2.1064698696136475 False 51 22500 9.713 14.22 3363.9194 0.7631017185233658 0.46903420339105156 0.8202704334377773 1.1462327241897583 2859.491 0.8856905668369575 0.1919153362620574 0.5649601755036484 2.138404607772827 False 51 22600 9.527 15.65 3458.5813 0.7663640806323584 0.4691580480490501 0.820658743222687 1.1797058582305908 2920.9304 0.8894142835308091 0.1879839075685213 0.5631037760796129 2.2453033924102783 False 51 22700 9.57 14.7 3456.6335 0.7515728981425954 0.476569436813011 0.8361731127361367 1.142313003540039 2890.9353 0.8848477253719946 0.18686690693351862 0.5556551605777225 2.2257323265075684 False 52 22800 9.523 14.78 3369.825 0.7515384694330647 0.4843885883017703 0.8398019395871197 1.5243308544158936 2794.6309 0.8838388466309226 0.19117841827858822 0.5342267873659526 2.54140043258667 False