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 3.702 66.0 136463.69 0.9504083100399562 0.020571888540146122 0.0628642771469288 241.33139038085938 152594.94 0.9500315891977571 0.02125967012115921 0.05897083866614979 241.5011444091797 True 0 100 19.17 52.0 22854.74 0.920456822422288 0.11442831235936975 0.0873250075797677 26.199737548828125 24208.037 0.9197580131422417 0.11571873754579831 0.09827202531979005 26.288331985473633 True 0 200 22.2 50.16 22412.152 0.9125294529072263 0.10506266516253288 -0.06089590164564101 15.916573524475098 22650.066 0.9115924032167545 0.10645156185266487 -0.05685005420365593 16.01398468017578 True 0 300 31.33 45.23 20743.875 0.9105385650461102 0.12431656325087502 -0.07594881070568624 21.957195281982422 20985.785 0.9096801227488865 0.1253751491705442 -0.07071801321653647 22.05770492553711 True 0 400 31.34 50.06 18395.715 0.8943529865149932 0.17403132833586157 -0.08602415232136415 2.654637336730957 18661.148 0.8933092369440727 0.17518763170327206 -0.07814329138966938 2.738980293273926 True 0 500 29.44 54.76 22742.322 0.9056557244297015 0.13693994039202176 -0.07474820233119979 14.275758743286133 24247.98 0.9047218040411988 0.1385687428042447 -0.06656618554477155 14.3742094039917 False 0 600 23.16 64.42 18170.014 0.893741352149764 0.19081313892137813 -0.054240814675430654 9.260627746582031 18631.74 0.8925689091618001 0.1931444420124432 -0.046802938489453536 9.349226951599121 False 0 700 18.41 59.58 19123.59 0.8879550139525566 0.16992234350537358 -0.07793060303819803 12.136178970336914 20047.234 0.8866611316598264 0.17221968124556788 -0.06670140280106218 12.21411418914795 False 0 800 15.41 53.58 17606.24 0.8875984250074127 0.16022495008251064 -0.07710104128109165 7.304973125457764 17425.56 0.8862204479066819 0.16158502672130584 -0.06930677261017931 7.4031572341918945 True 1 900 22.61 49.51 15328.281 0.8714038205393019 0.227510235144347 -0.06749745220384305 3.991835355758667 15334.45 0.8700925765192641 0.22856360489799274 -0.05991327096586822 4.08001708984375 True 1 1000 31.36 44.92 14316.877 0.8541908306268209 0.25353770669499975 -0.06715720177141277 4.229915618896484 14552.652 0.8531461802968943 0.25397402233915267 -0.05823393359772873 4.316920757293701 True 1 1100 31.27 48.75 14339.145 0.8585810670066006 0.25343363121971435 -0.05737183844263209 6.528439044952393 14452.753 0.8570208533330389 0.2543606629800036 -0.04724013538952593 6.609354496002197 False 1 1200 28.11 51.37 13348.907 0.8456771458010289 0.27125118700012063 -0.08444243611958122 3.4658594131469727 13505.799 0.8439035821013025 0.273087507086857 -0.07467008280063851 3.548018217086792 True 1 1300 26.57 58.37 14058.358 0.8688498041979875 0.2563622489941675 -0.06688859316571001 9.255727767944336 14242.524 0.867247509256431 0.25825590098475654 -0.05473764088683683 9.346394538879395 False 1 1400 18.31 61.76 16010.837 0.8787859887358174 0.2200267723587328 -0.052423317525343814 6.4203715324401855 16651.229 0.8775216237490957 0.22230104147907567 -0.04281669400756544 6.504582405090332 False 1 1500 18.37 50.75 13038.735 0.8356370805936979 0.2832962127838363 -0.09495493501519948 3.0627546310424805 13432.766 0.8341587661846156 0.28456962735153096 -0.08391403999797631 3.1458795070648193 True 1 1600 22.83 48.19 14637.059 0.8773407168922858 0.22578065876885936 -0.008337358254198143 9.40923023223877 14666.03 0.8761107135257652 0.22630901772003362 0.000850834348433928 9.502181053161621 False 1 1700 30.87 46.19 13944.112 0.8552858889666571 0.24776550639661268 -0.06091323181036814 2.752577543258667 14030.309 0.8539723356576058 0.247767120651137 -0.05091334282213544 2.8356614112854004 False 2 1800 30.85 50.16 12272.187 0.8397936472391179 0.3056292921382307 -0.0649263685631271 4.084214687347412 12535.195 0.8380995864947604 0.30711811462565264 -0.05557920847099561 4.170594215393066 True 2 1900 29.57 52.61 35644.363 0.8951802063704971 0.14938931272873326 -0.017411233385499637 2.7334070205688477 39596.523 0.8937206469600985 0.15207747134754088 -0.005153031348279599 2.801743268966675 False 2 2000 23.55 63.43 11876.56 0.8273514405328266 0.2986853263456874 -0.09173579204316683 3.016228437423706 12081.078 0.8258772377542863 0.3001027184473309 -0.08344344968793321 3.1058757305145264 True 2 2100 17.86 60.49 12428.37 0.8219349054782186 0.2896511906464112 -0.0897308117731912 2.7368075847625732 13102.694 0.820716448510126 0.2902560224857661 -0.0768392267256255 2.820443868637085 False 2 2200 16.89 48.25 13271.983 0.86019031496547 0.27515773075515493 0.009134511876513093 9.7673978805542 13597.332 0.8585628665909097 0.2767520285051271 0.016339886854506144 9.841465950012207 False 2 2300 26.78 46.06 12908.323 0.8463364344991666 0.26580992801473163 -0.06053686377236355 3.935413122177124 13417.01 0.8446315601274669 0.26832343387946295 -0.049746684079562425 4.020520210266113 False 2 2400 30.78 46.76 11062.169 0.820758882300086 0.3176417849366684 -0.062060981697540374 2.7232394218444824 11468.294 0.8195257844947956 0.3186412351379058 -0.049635468162231945 2.807061195373535 True 2 2500 29.91 51.35 11069.334 0.8305898318289187 0.3012932582850156 -0.02925259932331482 2.8931548595428467 11459.54 0.8299500635561338 0.3009735438106802 -0.01408867250149848 2.9751574993133545 False 2 2600 26.12 51.9 10256.885 0.8118338784778015 0.3330164167546813 -0.0726683603914446 2.5899057388305664 10688.155 0.8111358053323748 0.3314039109052408 -0.05645994572546967 2.674344301223755 True 3 2700 21.39 57.27 10311.488 0.8195285858713894 0.3105836767753209 0.009250903161038436 2.752232074737549 10875.753 0.8187854732138318 0.30940003135843896 0.024170917147656634 2.833564281463623 False 3 2800 20.05 54.55 14724.315 0.8713402310220315 0.22361892361606067 0.06973360525666956 9.336894035339355 14989.485 0.8704603429274913 0.22324355641552354 0.07884680394286726 9.406414031982422 False 3 2900 16.53 48.6 10799.451 0.8156005989491131 0.3273228209388016 -0.011208335945283573 2.6115798950195312 11301.257 0.8144347633080039 0.3282859600083345 -0.0010217105709038202 2.6937177181243896 False 3 3000 30.74 46.06 10265.671 0.8074560614840012 0.33976634221858376 -0.01772205099152594 2.5768301486968994 10888.675 0.8065904074359929 0.3389962950459718 -0.00701647461458206 2.6610724925994873 False 3 3100 30.71 50.12 10311.18 0.7974344913372118 0.3459541692308472 0.03456248664068301 2.43918776512146 11063.128 0.7968436622075112 0.34463568452411075 0.04380615364216888 2.5233755111694336 False 3 3200 28.54 47.06 9994.823 0.798812925351584 0.3418845844489317 0.04697192642168535 2.3954296112060547 10574.3125 0.7977588313334977 0.34199818991577186 0.0584356445590167 2.475935935974121 True 3 3300 21.44 75.04 10428.266 0.8125564185071396 0.325131618817663 -0.0865283392997012 2.694949150085449 10668.612 0.8117923279509888 0.32394336168689936 -0.07324217830232267 2.7802953720092773 False 3 3400 19.16 56.82 12704.285 0.8474799946832946 0.26608366807542044 -0.022974334050336154 5.135651588439941 13252.953 0.8463720786359945 0.2655126620824302 -0.0127599005122363 5.218021392822266 False 4 3500 13.31 48.79 10242.325 0.8103980129772578 0.3410023546509174 -0.04603982541081475 2.5549631118774414 10845.918 0.8094703238892492 0.3402793792013698 -0.03282013879406608 2.636993408203125 False 4 3600 30.65 46.71 10719.466 0.8234329982022098 0.31160930442876195 0.0103084777547174 2.7159841060638428 11507.116 0.8223002504781025 0.31124113695767086 0.023650666389528997 2.796968460083008 False 4 3700 31.01 49.96 13336.722 0.8305603714638866 0.28431535404966357 0.003192342037549066 2.607130527496338 14491.969 0.8287524041002516 0.286716086973815 0.01197615382126585 2.698617458343506 False 4 3800 30.14 53.06 11594.895 0.8110460166721014 0.32933609202389885 0.04850943333906213 2.4116194248199463 12522.316 0.80963244427703 0.3293702807639409 0.05750114983307725 2.4975736141204834 False 4 3900 30.42 59.57 11418.498 0.796163292792717 0.3521910709565175 0.06471028101173666 2.402315378189087 12961.822 0.7953463053158786 0.3513519940249567 0.07098695968777315 2.4902029037475586 False 4 4000 31.07 50.78 11255.563 0.7965385402631326 0.35577723778268944 0.08838488268563773 2.376246213912964 12739.19 0.7961131742127721 0.35337637122886234 0.09474711391071283 2.4616193771362305 False 4 4100 31.05 46.45 10638.773 0.7938861076059784 0.3661241127407652 0.071873087595536 2.360468864440918 11886.577 0.7932562362022965 0.36417169433358815 0.08343913166753779 2.44270658493042 False 4 4200 31.2 47.39 10268.363 0.7922431804202732 0.3539402142738011 0.018331363270010004 2.4421262741088867 11098.998 0.7916310523718504 0.35250631857095027 0.025819576147162307 2.529390335083008 False 4 4300 31.06 49.73 11077.075 0.8435634990176679 0.31585540499809334 0.18577186008049154 3.756829261779785 11671.338 0.8429732181496338 0.31333970008963913 0.18574805655282076 3.8367562294006348 False 5 4400 29.85 49.92 9372.239 0.7912446894830973 0.356477864368165 0.11815287438724886 2.3231825828552246 9971.879 0.7912393068882769 0.3526385282743078 0.1178827254732969 2.414119005203247 True 5 4500 27.71 52.33 9313.884 0.792660082650646 0.3494293677416844 0.11113145577067342 2.4303274154663086 10272.723 0.7925182062937749 0.34597456505049756 0.1160859506180479 2.514892101287842 False 5 4600 20.97 56.71 9388.4375 0.7840749018444981 0.36159699108479465 0.10825118828434968 2.337898015975952 10322.815 0.7846706095054872 0.3562996251070917 0.1084955275185359 2.428961992263794 False 5 4700 19.84 58.81 10699.345 0.8262592985765274 0.294217280108375 0.07023276307560919 2.4208927154541016 11551.309 0.8253241471795942 0.292748743409246 0.07774744138526424 2.5021588802337646 False 5 4800 10.65 50.48 9754.707 0.8023061873667279 0.3521864169079416 0.09461600952670415 2.5584514141082764 10499.402 0.802184135439449 0.3488160209748479 0.0963968713159564 2.6473329067230225 False 5 4900 31.14 46.14 8898.105 0.7874094983455603 0.37077764808907604 0.059562486439839635 2.374523162841797 9438.866 0.7873872263635762 0.36699082326662563 0.06729379490740248 2.4588820934295654 True 5 5000 31.42 48.56 8798.943 0.785019160787259 0.37769056514058696 0.1259497578123263 2.3107690811157227 9246.004 0.7850532964551009 0.3739149318814746 0.12473621280401982 2.4011707305908203 True 5 5100 31.38 49.78 8609.25 0.7851382133954231 0.37616860925259477 0.15285119313864357 2.2950899600982666 9106.102 0.7850876164257966 0.37246041416731324 0.1480844620913926 2.388201951980591 True 5 5200 30.57 51.21 9300.489 0.792577955896616 0.3636135992262975 0.1668479198787111 2.2813363075256348 9890.6045 0.7925786570169301 0.3605937451950441 0.16091997479504913 2.374610662460327 False 6 5300 28.14 69.27 9181.055 0.7933658196158292 0.35446817779641243 0.10752456443563585 2.3703689575195312 9837.794 0.793538899749288 0.35095842490155166 0.10718462281884224 2.4601027965545654 False 6 5400 21.3 69.51 9251.345 0.7974777141709015 0.3564410469523853 0.13826370280390793 2.394261360168457 9974.756 0.7981786080544593 0.35218421057378396 0.13269255046805237 2.487013578414917 False 6 5500 17.19 59.24 10441.34 0.8084671710019481 0.3205852820809465 0.16226050069283796 2.3003058433532715 11180.048 0.8086997738486384 0.31681529647754536 0.16071554978774066 2.3905422687530518 False 6 5600 12.65 49.09 8668.942 0.7914664059862646 0.3705378904548554 0.20321683238640964 2.3831753730773926 9254.106 0.7916734100833738 0.3667479947206688 0.20217626036164932 2.470759391784668 False 6 5700 31.01 43.98 10022.217 0.7964172342275229 0.3484404191827476 0.20422956866905206 2.2488279342651367 10855.479 0.7963016666804765 0.34594157321474794 0.19159111995690456 2.3484489917755127 False 6 5800 30.98 50.01 29045.582 0.8752140822996025 0.19937919562057357 0.15317447242490545 3.6468918323516846 32806.406 0.875035539267175 0.19717604386825116 0.1458112381921524 3.7312068939208984 False 6 5900 29.32 142.5 9438.234 0.7881821672460463 0.3726298446072803 0.05010990971266658 2.3695759773254395 10053.486 0.7882918516684134 0.3685805086041487 0.05292592506679069 2.460304021835327 False 6 6000 24.41 109.0 9186.031 0.7828931815701744 0.37920019394616167 0.0851250360149748 2.347522258758545 9897.155 0.7834616870426989 0.37433289324201924 0.09157394693243885 2.433889389038086 False 6 6100 22.93 82.17 9161.734 0.7835054480860986 0.3791104014615352 0.1815462515512895 2.288357734680176 10203.93 0.7837213810711401 0.37450754331747327 0.1849888958177117 2.3729758262634277 False 7 6200 16.83 58.51 9084.678 0.77814877847542 0.38828403153008834 0.2037443701618782 2.26385760307312 10227.125 0.7789553677931761 0.3828106309396834 0.20301470966544183 2.351001501083374 False 7 6300 10.4 42.91 10734.89 0.8157229962870162 0.3301281578319993 0.15006515444360932 2.3116533756256104 11733.365 0.8160374019212847 0.32660999991221684 0.14638406883505334 2.402902603149414 False 7 6400 30.9 48.69 8820.559 0.7809373424105965 0.37358481542120575 0.11645982697845589 2.316988706588745 9521.425 0.7813792846697706 0.36922448903696503 0.1149095844447951 2.408097505569458 False 7 6500 28.46 56.64 9235.926 0.8022704230223542 0.3644401655611284 0.1266743801533136 3.1444571018218994 9936.589 0.8028659526543589 0.36030649836386464 0.13080376650985392 3.230290174484253 False 7 6600 26.46 60.81 8412.957 0.7745878418997874 0.39701838723477223 0.18097590904055458 2.2782061100006104 9098.556 0.775581332410139 0.3909796948095739 0.18531032352820367 2.3622899055480957 True 7 6700 18.21 59.36 8344.781 0.7713362349309218 0.39406375635769536 0.22111644265993333 2.2929351329803467 9032.624 0.7729114564530076 0.386593316916571 0.22377248726322235 2.377974510192871 True 7 6800 10.14 50.05 8547.732 0.7785539687228856 0.3856885231337224 0.17579715851287278 2.280869960784912 9329.715 0.7802938361003097 0.3788888092299939 0.1705319394428977 2.3723983764648438 False 7 6900 31.01 46.2 8365.474 0.7692088895630632 0.3931087890764859 0.14211968211492698 2.339409112930298 9195.47 0.7709237679166626 0.386559200243591 0.14350458704981972 2.4253134727478027 False 8 7000 30.85 49.24 8958.833 0.7958342875482912 0.369003932894278 0.23444421372759766 2.2835710048675537 9740.648 0.7971367678301238 0.3625561960678052 0.22370650124847766 2.3783011436462402 False 8 7100 28.76 64.39 8376.742 0.772802974483021 0.3919699227847489 0.22007865913405175 2.2460074424743652 9068.828 0.7740143415130194 0.38645675113848654 0.21566574556786472 2.3371496200561523 False 8 7200 29.91 54.76 8398.806 0.7825970512433743 0.39478990309045087 0.13815040525478933 2.3067290782928467 9063.898 0.7837477848683402 0.3884725366043057 0.14118094736032025 2.393836498260498 False 8 7300 26.83 48.04 8146.147 0.7726863102290573 0.40556024075795294 0.24096526510442304 2.2852303981781006 8873.688 0.7740240798646109 0.3991558286303472 0.24265744846993884 2.371464729309082 True 8 7400 31.53 46.69 7996.7456 0.769873030260488 0.3973328537595123 0.17195611391731802 2.2979302406311035 8709.708 0.771236756163818 0.3907649748403317 0.16632661996372597 2.390367031097412 True 8 7500 31.19 50.25 7900.0356 0.7614716503020377 0.39829198195274734 0.22589563757126543 2.4713587760925293 8683.188 0.7634693122793341 0.3900057018980123 0.2195710453832909 2.562880039215088 True 8 7600 30.42 56.82 8282.453 0.7876476594311187 0.3993986681604963 0.2650370603096734 2.4905171394348145 8977.46 0.7889650303121987 0.3917299160298857 0.2572163986375022 2.581801652908325 False 8 7700 30.76 48.67 8225.352 0.760101703158096 0.3968237369192509 0.2603686276593624 2.2598681449890137 8839.247 0.7622218295029103 0.38875562450902956 0.2546334949563928 2.351287603378296 False 8 7800 30.0 53.59 9093.227 0.7961838927537532 0.38602690846474025 0.17925959615641565 3.1003875732421875 9683.075 0.7968620995167407 0.3813334992045847 0.16171884855833885 3.201514482498169 False 9 7900 23.87 73.09 8696.592 0.782850291080529 0.39217028621081784 0.19821751987237812 2.324199676513672 9200.045 0.783198939133683 0.38631549680353255 0.19560318911851593 2.4120709896087646 False 9 8000 20.75 140.2 8244.136 0.7788199456855047 0.4022363698732222 0.23640914790519363 2.361750841140747 8867.968 0.7800585251973967 0.3958886200932802 0.22704687283295893 2.4545395374298096 False 9 8100 19.93 57.62 8443.058 0.7818981582844053 0.4082773957003412 0.2374135209984817 2.2594382762908936 9174.962 0.7833089217672876 0.40127159411774965 0.22713542722247762 2.353847026824951 False 9 8200 17.16 47.92 8029.983 0.7642992818975751 0.41140381193842124 0.2455948899382736 2.239339590072632 8731.746 0.7662194234900758 0.4031404086414891 0.2393470300742255 2.3308658599853516 False 9 8300 29.22 50.38 7774.5645 0.7640954556318492 0.4128909670812458 0.24132248020640618 2.2464518547058105 8335.534 0.7659823532517538 0.40521161224469016 0.22951355847171517 2.342219591140747 True 9 8400 31.7 51.13 8267.466 0.7873078914620725 0.39783700417535295 0.24480738382937028 2.497713804244995 8981.988 0.7885946762624048 0.3914365515920693 0.24268527185196936 2.5866215229034424 False 9 8500 30.9 44.01 7920.083 0.7632970309516055 0.40585414736865666 0.21531563043478846 2.2729461193084717 8609.589 0.7656390815072773 0.3971380988569444 0.2060059232873852 2.3669216632843018 False 9 8600 30.88 48.73 8511.909 0.79531283619455 0.39013059159399704 0.2641025577252451 2.706599235534668 9173.102 0.7961093072935324 0.384544222532233 0.26106287567072406 2.792240858078003 False 9 8700 28.99 59.29 8064.1963 0.7604908748359093 0.4041160889935844 0.24683578086357882 2.211992025375366 8787.39 0.7622994582240961 0.39684422584099216 0.23923746302043072 2.304849624633789 False 10 8800 28.54 54.75 7700.309 0.7556809845646485 0.42013009287874065 0.2715439305814534 2.194368600845337 8440.197 0.7583236325577055 0.41100451792291237 0.26631673742936823 2.2850136756896973 False 10 8900 23.32 62.26 7559.649 0.7635151945360868 0.4241337971862099 0.2824225997819752 2.198850154876709 8126.8623 0.7659599722038491 0.4149564623038317 0.2734474554242931 2.292442560195923 True 10 9000 19.95 56.01 7481.453 0.7622567732897847 0.40819211501865493 0.22575432314721158 2.2274160385131836 7994.028 0.7646678989277241 0.40015504722998196 0.2164893804906883 2.3222622871398926 True 10 9100 19.89 58.16 7375.5923 0.7519047024795675 0.4162974336725854 0.24557428939826906 2.3448872566223145 7801.514 0.7544439466844608 0.40797304158819825 0.23146854163311165 2.4428930282592773 True 10 9200 19.76 44.55 7274.902 0.7534985106173439 0.41851523730411916 0.2692860063299053 2.18603515625 7910.394 0.7563182100177358 0.4093618629730063 0.2532702611759054 2.2868432998657227 False 10 9300 30.72 44.49 7298.527 0.764989140525769 0.41821012542116964 0.2517023141549416 2.214763879776001 7761.835 0.7676093445299094 0.4085208589331913 0.23495996190815435 2.315751314163208 True 10 9400 31.14 46.34 9135.142 0.7853143852683583 0.3484259466857175 0.19528272089074944 2.2794265747070312 9466.821 0.7871236651570127 0.3414897377776477 0.1905356233270303 2.370755910873413 False 10 9500 29.11 51.76 6949.399 0.7556653101154528 0.42359108135299844 0.27039032531196183 2.189798355102539 7301.8315 0.7580292325151621 0.41410563805820294 0.2557183603460034 2.288174629211426 True 11 9600 27.75 52.8 7078.6914 0.7616125226229084 0.4201087224956353 0.2479839095278765 2.311812162399292 7261.496 0.7642600166232197 0.4099894977919461 0.23260719955854553 2.4104838371276855 True 11 9700 22.92 68.26 7788.7266 0.7541505019120759 0.41749925947192223 0.2480743192107038 2.3352832794189453 8322.331 0.7567544639474693 0.4078293496913989 0.23540871393398483 2.434293031692505 False 11 9800 19.27 61.51 7348.82 0.7511448723092619 0.42860151885145803 0.2794304266940203 2.176240921020508 7773.8794 0.753945250588232 0.41775323746136755 0.2673560060915484 2.272533416748047 False 11 9900 19.06 53.55 7407.05 0.7586123378326595 0.4254882764426909 0.2581955069550612 2.1966233253479004 7930.215 0.7616273525747842 0.41419436341704374 0.24227959033518368 2.2981386184692383 False 11 10000 17.65 48.31 7080.8555 0.747508191275399 0.4341063946186912 0.25173296498179304 2.2059762477874756 7626.1274 0.7504919546794675 0.4225704133073183 0.23671619949461545 2.305532217025757 False 11 10100 31.16 45.85 7013.4517 0.7651589230311817 0.41953645629800446 0.2536230499335317 2.2679038047790527 7519.0874 0.7673611208649778 0.41004354067297344 0.23553386597504983 2.371683120727539 False 11 10200 31.08 50.45 7080.738 0.767007772123171 0.4123413674543536 0.2897902146911778 2.3551230430603027 7612.72 0.7693741625273597 0.40228802289581694 0.2749866148994214 2.4546737670898438 False 11 10300 30.84 50.69 6302.3022 0.7508840588792277 0.43506764294276207 0.2735856718567015 2.181136131286621 6634.3833 0.7541847089016458 0.4233078582491454 0.2554118896692848 2.283940315246582 True 11 10400 30.65 60.42 6874.343 0.7506546465826374 0.41444043747836107 0.28722614702495713 2.1978514194488525 7289.491 0.7537545790870367 0.40299280376998875 0.26982968470867597 2.2983343601226807 False 12 10500 30.22 45.56 6281.1733 0.7463038478303472 0.44491269055470967 0.301970010428488 2.1634652614593506 6699.2773 0.7500642421433323 0.432701051649714 0.28529848848758865 2.2646358013153076 False 12 10600 31.26 47.37 6646.626 0.743680862121289 0.4290140195011371 0.2998545263660049 2.1516482830047607 7050.6494 0.7478823705114859 0.4164709570717924 0.2864815788218977 2.250363826751709 False 12 10700 31.2 48.21 6445.065 0.7578067791707169 0.44504519730305003 0.3079720146898081 2.4028353691101074 6788.689 0.7610380678491496 0.43307270682239285 0.2953573400126109 2.5003511905670166 False 12 10800 28.46 53.3 6595.309 0.7451364250836517 0.4391834909619866 0.3145938774763024 2.1352906227111816 7033.0815 0.749375935287292 0.4257326838003766 0.3017687432668058 2.2332630157470703 False 12 10900 21.42 55.64 6887.764 0.754119715274628 0.42669345931602104 0.3007147374972521 2.171633005142212 7314.1436 0.7576752080278396 0.4144557392105358 0.2905690474599072 2.2668466567993164 False 12 11000 19.78 55.21 6339.2544 0.7430976574139391 0.4414001070391089 0.3057704286482424 2.151355028152466 6699.0034 0.7473284189587253 0.4277814907106779 0.2883811930764927 2.2526094913482666 False 12 11100 20.46 46.12 6702.543 0.7351465394912381 0.4388787816247048 0.2935653927379195 2.2535128593444824 7074.982 0.740001227717076 0.4246414358141373 0.2805860649087276 2.3507959842681885 False 12 11200 30.03 51.14 6169.377 0.7380320059430225 0.44297184198459294 0.31024081579846774 2.2458226680755615 6494.253 0.7426111268222865 0.42931003113874816 0.29328336339826006 2.3464834690093994 True 12 11300 29.9 45.03 6358.538 0.7566096891913188 0.44522996203560483 0.2982873198476007 2.1496171951293945 6621.3174 0.7602241077625602 0.4322454857256318 0.28105487236352167 2.2518579959869385 False 13 11400 30.88 48.2 6065.9863 0.7410035963223893 0.4577427744640779 0.32669408101422553 2.1415951251983643 6401.101 0.7462131095925786 0.44240886438428395 0.3115200551957692 2.241318702697754 True 13 11500 31.24 49.27 7565.6367 0.8033947306792797 0.4150209215930044 0.28450040644029323 2.2210235595703125 7976.9775 0.8053746215496375 0.4043191010153208 0.2748558804389544 2.3155245780944824 False 13 11600 28.74 53.07 6268.6997 0.7426346135419929 0.44600011612545726 0.29570263739147706 2.162261486053467 6616.868 0.7471510610763986 0.430774673294902 0.27865351643436875 2.2642292976379395 False 13 11700 24.85 57.94 6267.1206 0.733966870898097 0.44893742546897364 0.3313735017457173 2.129188299179077 6734.324 0.7397505025146562 0.43312850874980313 0.31359206960674424 2.231940269470215 False 13 11800 17.83 59.08 6160.04 0.739065453497648 0.4640360506011884 0.3377740342533965 2.1007771492004395 6698.51 0.7448767860845507 0.44728854788848776 0.32413752078196495 2.1997129917144775 False 13 11900 15.86 45.33 6140.757 0.7419031666216211 0.45587093199605144 0.33128707261747864 2.1296494007110596 6645.9805 0.7472541476753 0.4394010548805593 0.319223557740869 2.226923704147339 False 13 12000 29.94 43.63 6422.042 0.7320126567650734 0.45624157426945267 0.29585959535508755 2.179619312286377 6907.528 0.7375675266010167 0.439979848267692 0.2761680006309321 2.282449245452881 False 13 12100 31.16 48.39 6279.4204 0.7291989373749991 0.4537149740359765 0.31790037811959215 2.1413838863372803 6761.775 0.7352371603885577 0.43710210837101154 0.30011381255589986 2.244389295578003 False 13 12200 29.6 51.14 6403.468 0.7642979954952912 0.4488222917063208 0.3205754212629592 2.278007984161377 6819.9453 0.7686407763664037 0.4325802397913263 0.30779611965106163 2.376866579055786 False 14 12300 27.76 49.98 5931.7476 0.7345779291116148 0.4522031287214037 0.34612503149398816 2.1215176582336426 6384.7705 0.7413011315739367 0.43325224103819177 0.32833018881774956 2.225801706314087 True 14 12400 22.39 61.49 5646.016 0.7316126171865002 0.47440379164728924 0.35007783854244723 2.102135419845581 6018.2715 0.7383094479762715 0.4543769997122718 0.3348078378242106 2.203411817550659 True 14 12500 18.68 55.65 5686.9126 0.7284281451334165 0.46406503002096827 0.3444491330913411 2.091403007507324 6050.859 0.7353332871573203 0.4453623799309331 0.3276394115986631 2.193990707397461 False 14 12600 19.72 46.48 6409.525 0.7574230826246929 0.43825579088665045 0.29986786895377465 2.375781297683716 6818.9453 0.7609926302583754 0.42491985814804556 0.2778229415352353 2.480532169342041 False 14 12700 30.97 45.75 5857.9697 0.7303295493020419 0.4632129367478388 0.32201688367913484 2.11751651763916 6284.346 0.7369629691760726 0.44458188788234504 0.30291031971557164 2.223154306411743 False 14 12800 31.07 47.44 5715.983 0.7323312871970225 0.46387098365903573 0.325290527447449 2.106503963470459 6079.0386 0.7386481899850572 0.4455584161593743 0.3073213126904502 2.2114288806915283 False 14 12900 30.61 51.19 5734.363 0.7264303595763952 0.4721701276337877 0.3407505711790609 2.103682279586792 6489.5557 0.733637892781019 0.4523349006358421 0.3217096444484723 2.207780599594116 False 14 13000 27.97 63.52 5630.8013 0.7251997018000016 0.4720300852395789 0.33485334728443283 2.1122844219207764 6341.4946 0.7323655958070683 0.4519258930489091 0.31843312850052485 2.214794158935547 False 15 13100 23.5 68.29 5679.4463 0.7258855935020752 0.470350459222299 0.33111716506243954 2.1038427352905273 6212.7646 0.7332890399249273 0.449452574245513 0.313014205126659 2.2088284492492676 False 15 13200 19.33 55.7 5656.235 0.7329909063730135 0.4670117843744582 0.345799762589536 2.0750479698181152 6123.239 0.739826530280851 0.4475996666815589 0.3327062805783529 2.1740403175354004 False 15 13300 17.53 46.68 5405.4644 0.7271612607018428 0.46997759510293385 0.3574420122471632 2.134024143218994 5882.561 0.7345827702507853 0.4501381948224667 0.3410765859222409 2.2360591888427734 True 15 13400 31.17 44.28 5685.631 0.7242897992760874 0.46893825731667643 0.33465584307997487 2.1101558208465576 6154.15 0.731851081939757 0.4503937912762868 0.320802136296294 2.2079317569732666 False 15 13500 31.08 47.56 5593.674 0.7253130748892168 0.4730867303434566 0.3188743789649627 2.1228857040405273 6084.104 0.7325962133574531 0.453404039319738 0.29953130340219486 2.228764772415161 False 15 13600 29.92 56.18 5670.4517 0.721872919662072 0.47103747510509286 0.3511008361269468 2.1363255977630615 6076.397 0.7298793070484859 0.4504622613133417 0.33714883245156524 2.2338035106658936 False 15 13700 24.67 64.49 5578.6953 0.7319844066483309 0.46930886410260136 0.32382184481893556 2.113177537918091 5973.375 0.7394843655754324 0.44816262524994277 0.30716136506317887 2.2176246643066406 False 15 13800 19.51 65.4 5416.948 0.7270641016771264 0.471068531647684 0.36382933236770165 2.1188342571258545 5860.708 0.7355598239906057 0.44900166287059845 0.35032377151232624 2.2174878120422363 True 15 13900 17.28 49.75 5440.626 0.7342662806384402 0.4823558333050073 0.35285727523740634 2.0882160663604736 6049.3965 0.7424687665183561 0.4590511328167323 0.33433061255259966 2.195937156677246 False 16 14000 23.52 48.14 5573.2 0.7283369189628363 0.48446771071202305 0.3452151334062051 2.1455893516540527 6092.6206 0.7362377684213387 0.46255925538386833 0.33470958063165707 2.2412467002868652 False 16 14100 31.42 45.6 5884.0337 0.7469586892364013 0.4482425092950571 0.34331573644852387 2.111517906188965 6287.22 0.753355847945124 0.4290383231348386 0.32823038151647543 2.212289810180664 False 16 14200 31.31 48.49 5482.321 0.7196216258352574 0.4740007443769275 0.35089749136641424 2.0809152126312256 5875.4453 0.7283618200216422 0.4517265838837929 0.33398892450051737 2.1846179962158203 False 16 14300 30.61 49.48 5355.2217 0.7199658681764477 0.4839123331121163 0.350948960326315 2.068932294845581 5780.6523 0.7289216523537945 0.46000127712823247 0.3371777044568416 2.1686224937438965 True 16 14400 27.26 52.61 5481.6216 0.7408608635109476 0.4807865122159912 0.3610650328756494 2.0988082885742188 5896.4805 0.7482153603179822 0.4584771827292474 0.34925918940476697 2.1962077617645264 False 16 14500 18.46 57.81 5272.0513 0.7187734929708166 0.49145288549511096 0.3635387873057323 2.1196653842926025 5736.699 0.7280734326882079 0.46671105276877123 0.35016464249882845 2.2186100482940674 True 16 14600 14.07 46.45 5318.055 0.7285035436010469 0.49153788028953843 0.3593374641168926 2.0516445636749268 5803.525 0.7368675311917628 0.4678898456228228 0.34394504455092567 2.154506206512451 False 16 14700 31.17 46.44 5609.8496 0.7364980075156385 0.477303814395064 0.34359473412120606 2.1032285690307617 6015.517 0.7439266513493256 0.4561730487398589 0.33300931090976665 2.1986303329467773 False 16 14800 30.42 46.86 5420.651 0.7218910727323646 0.47829921987005314 0.3602843566582652 2.0827107429504395 5811.942 0.7308191233772905 0.4549355597463951 0.3459561203042086 2.1825923919677734 False 17 14900 30.07 50.58 5136.556 0.7130910628774402 0.4976128018650068 0.36660833969357104 2.070650339126587 5515.587 0.7235242599836225 0.4711146078764663 0.35148957597358443 2.1719934940338135 True 17 15000 29.03 53.11 5272.948 0.7142330900875958 0.4900280419692279 0.36211759167425317 2.101313591003418 5717.9185 0.7244612842739514 0.46413495294002866 0.34342220467830686 2.205183506011963 False 17 15100 23.94 58.02 5273.429 0.7204677318953411 0.48996009025815385 0.3541090256404224 2.1708879470825195 5594.393 0.7292940627533354 0.4664717670968852 0.3354645485019431 2.2758312225341797 False 17 15200 19.91 56.5 5143.379 0.7153860826143978 0.5024221025400333 0.37224330750378126 2.04257869720459 5410.2847 0.725789654742061 0.4755995654424783 0.35588634846680767 2.145258665084839 True 17 15300 20.7 56.42 5110.767 0.7121165677045891 0.49782962827281413 0.38148446663815433 2.04760479927063 5378.2026 0.7230146032812932 0.47059028914794354 0.3688303772831297 2.1454920768737793 True 17 15400 19.51 46.51 5902.922 0.7077053312240146 0.49868156125866264 0.36942105052082785 2.1174638271331787 6392.827 0.7181800534567164 0.4728327145681882 0.3552043977634315 2.2174477577209473 False 17 15500 29.15 45.82 5615.434 0.7138450954969142 0.49761125593006234 0.3808279311560691 2.0380823612213135 6061.617 0.7239389068639468 0.471916058684695 0.36623606620481247 2.138685703277588 False 17 15600 31.17 47.65 5118.624 0.7063941178054782 0.5109294463139825 0.38227066375959584 2.042320489883423 5452.5923 0.7175226518394879 0.4835546624385385 0.36628492761766057 2.1444268226623535 False 18 15700 31.24 49.39 5085.5386 0.7096641220365643 0.513046163681398 0.3828213812172838 2.0310893058776855 5469.2944 0.7210357944093794 0.48411862104836645 0.36802437037700636 2.132021903991699 False 18 15800 29.63 51.45 5290.276 0.7080323008288056 0.5014564773202522 0.34354110295987045 2.126328468322754 5735.029 0.7200491910790028 0.47177966246609804 0.3287814198617405 2.228248119354248 False 18 15900 26.97 52.68 5113.1777 0.7073343824086608 0.5090520363728321 0.3719532709731314 2.1645736694335938 5481.0835 0.7184261794422574 0.4823205683700286 0.35817842229466273 2.2623496055603027 False 18 16000 21.41 56.88 5072.3657 0.6994463926784433 0.5151101684809999 0.38131528401250986 2.034712553024292 5600.881 0.7123147322739378 0.48490394879108933 0.3669303878128934 2.13505220413208 False 18 16100 19.74 55.12 5039.522 0.7194640360037081 0.5122085983579225 0.38348964736548297 2.071784257888794 5473.9844 0.7305457874231441 0.4826230710273783 0.36703503427899425 2.1738927364349365 False 18 16200 19.01 46.47 4895.8457 0.701073054248332 0.523410217667486 0.37482239606769524 2.0540072917938232 5302.9053 0.7134526950456366 0.49337482178155323 0.3593813695895726 2.156294345855713 True 18 16300 31.58 43.67 5164.0195 0.7141637318778448 0.5087210984644651 0.3808553931683175 2.093290328979492 5600.4536 0.7252077610643779 0.4791253745125227 0.3651136410536262 2.195929527282715 False 18 16400 31.19 48.04 6313.6626 0.739500462542415 0.46820055590373466 0.3564764511409613 2.087979555130005 7007.269 0.7471464420659328 0.4462354631451366 0.33621001599247213 2.1915290355682373 False 18 16500 28.97 52.7 6544.142 0.7612163566101511 0.4550815058065897 0.3127263264190281 2.118645191192627 7072.56 0.7679149886295163 0.4333533035140307 0.30077276769442807 2.217255115509033 False 19 16600 21.49 55.7 5500.283 0.7032582786058922 0.4985700463568841 0.3592459679850692 2.0703113079071045 5841.9346 0.7152345205251641 0.47000439437717334 0.33550607643379465 2.1805524826049805 False 19 16700 20.16 55.79 5193.7227 0.7117271916738541 0.5068750169431092 0.37383914812092983 2.0381250381469727 5577.2285 0.7235999045403817 0.47709255706142595 0.35482457636643705 2.1441986560821533 False 19 16800 19.1 46.65 7013.9067 0.7737734463855755 0.4197633104627662 0.28109383122788567 3.405884027481079 7613.319 0.778916493675584 0.4021643764249431 0.26305828103337575 3.511831760406494 False 19 16900 30.64 45.44 6106.9854 0.7424312038554358 0.47585880527848945 0.31287911441819866 2.224280595779419 6645.809 0.750058051118583 0.45295666764560133 0.2909201384474747 2.3309478759765625 False 19 17000 31.11 47.28 5651.09 0.7132933737282984 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1.2152249813079834 False 54 47200 20.03 56.36 3184.8433 0.5928065009963184 0.6956828492638568 0.8026555077245273 1.2266899347305298 3666.2732 0.6364253996403235 0.6050569046006689 0.7210576058414498 1.5401664972305298 False 54 47300 19.7 44.95 3136.604 0.5903424654213639 0.7000841117298486 0.7945647873863186 0.8932279944419861 3576.774 0.6337652783462401 0.6110891641504022 0.71362144427053 1.2115428447723389 True 54 47400 30.43 45.56 3033.4841 0.5949220398946518 0.7059391767105659 0.8106965107412739 0.8535672426223755 3477.314 0.638273630065163 0.6140408655906648 0.7271529554490221 1.1786022186279297 True 54 47500 31.56 45.79 3119.857 0.5902466030314145 0.706033715818094 0.8132531080147749 0.928076982498169 3598.8938 0.634562550174502 0.6138337479360626 0.728892705334265 1.2496025562286377 False 54 47600 30.16 50.48 3143.4136 0.5938471329408638 0.7018298165442028 0.812696031999894 1.0831063985824585 3613.034 0.6376067985658984 0.6108656174734031 0.7253681128145204 1.4178135395050049 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0.7335833398015499 0.9030484707599392 0.47477129101753235 3463.0444 0.6193912874789391 0.6280650792887486 0.7935405291222972 0.9328621029853821 False 73 64300 20.26 56.17 2823.7493 0.5681798161954935 0.7396034054114621 0.9146895311912435 0.39910888671875 3315.6025 0.6213177615505551 0.6316984832416905 0.8037416254136924 0.8723664283752441 True 73 64400 19.94 55.43 2836.9487 0.5643473677811336 0.7396912102346994 0.9141039902370728 0.386032372713089 3335.987 0.6180352017966246 0.6322777126096448 0.8011384848091659 0.8739856481552124 False 73 64500 19.01 47.6 2859.1416 0.5642287857809541 0.7398190421165546 0.9165335817050118 0.3864964246749878 3349.4746 0.6177887749318638 0.6325430862438636 0.8055162224609459 0.859699010848999 False 74 64600 30.38 44.37 2842.691 0.5735596782799159 0.7391535901333627 0.916683066768876 0.38976600766181946 3335.6978 0.6251761934036135 0.6320961598969514 0.8033217504436038 0.8666201233863831 False 74 64700 31.24 48.0 2825.2727 0.564869158142897 0.7439187533943609 0.9182731330792532 0.4593166410923004 3296.2788 0.6183559269100684 0.6366325209616209 0.8047016598200253 0.9578483700752258 True 74 64800 31.04 50.17 2922.0696 0.5659770911948999 0.7375226551536676 0.9115055409482022 0.44599413871765137 3411.434 0.6189878584928806 0.6311484179527268 0.7981338738596732 0.9403773546218872 False 74 64900 28.59 51.85 2932.3708 0.5664104272751963 0.7347506716811353 0.9150978038248303 0.43221431970596313 3384.3877 0.619534630107164 0.6284400255458512 0.8044257867200124 0.9166354537010193 False 74 65000 21.38 56.79 2890.4917 0.563238150652956 0.7397035730994153 0.9180964722370505 0.38269755244255066 3362.7444 0.6173184715695057 0.6310838570884134 0.8064874250137459 0.856154203414917 False 74 65100 20.31 55.89 2910.7605 0.5720569373823787 0.7349938460909017 0.9124150167963206 0.4306276738643646 3378.5247 0.6237665449183669 0.6281735850128065 0.8020830359684786 0.8896530866622925 False 74 65200 18.64 47.41 3286.5647 0.5989755947056881 0.7107373963460588 0.8795112595943386 0.5729167461395264 3826.3655 0.6441268979818632 0.6114695711343723 0.7794240405856527 0.9767861366271973 False 74 65300 30.03 46.23 2984.1982 0.5814303563367385 0.7318279087531446 0.9043662951395132 0.4475748836994171 3480.4058 0.6306570165130941 0.6288673069527366 0.7928019391169586 0.9113427400588989 False 75 65400 31.24 46.87 3026.3413 0.5635270769002136 0.7364267160810021 0.9125815237180025 0.4181825816631317 3542.9165 0.6177932116977566 0.6289471160930341 0.7967568541801067 0.9063767194747925 False 75 65500 30.42 50.31 3053.2612 0.5616041636196741 0.7358093152434321 0.9078764661645508 0.42211291193962097 3567.856 0.6160175882358793 0.6283331865700738 0.7937587334172612 0.9072547554969788 False 75 65600 28.14 50.71 3107.1401 0.5748523136662057 0.7232619044029551 0.8902921964697192 1.4268025159835815 3597.6257 0.6263554336140175 0.6188427996199577 0.7708936079097761 1.9519410133361816 False 75 65700 21.28 56.75 3123.9675 0.5933206767176319 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0.728733360002974 0.9016630551668469 0.4542013108730316 3342.2698 0.6278511842802033 0.6249562387994252 0.7880919348684368 0.9256405234336853 False 76 66300 31.04 48.95 2819.319 0.565789653100584 0.7400385877986211 0.9135666517400737 0.415454626083374 3285.0376 0.6181895631095489 0.63570077498271 0.7999353955450915 0.9070037007331848 True 76 66400 29.25 53.3 2836.2893 0.5710501425949234 0.7370116889903734 0.9161909190797867 0.38258567452430725 3302.6553 0.6233594594789987 0.6309985773110257 0.8017059508887325 0.8699160814285278 False 76 66500 27.4 51.28 3016.2275 0.5795314485047784 0.7242712169792717 0.9102741865791212 0.4071173071861267 3506.7756 0.6313329225572678 0.6186561368487838 0.7970756349582682 0.8878976106643677 False 76 66600 21.27 55.59 2924.02 0.5583481520140983 0.740963159984876 0.9130050287177738 0.40384313464164734 3429.484 0.6136265302207785 0.6332219114495079 0.79706738571028 0.8932828903198242 False 76 66700 20.22 55.96 2951.6135 0.5683288494233506 0.7377879056369381 0.9137749236460835 0.4136096239089966 3496.284 0.6210130225111453 0.6318324508273995 0.7983729402597809 0.893651008605957 False 76 66800 19.07 47.08 3009.942 0.5735929021613754 0.7318849173403504 0.8959331665175453 0.48441803455352783 3539.4653 0.6244255062865962 0.6286720428156211 0.7855379346665953 0.9420000910758972 False 76 66900 30.18 44.81 2957.821 0.56379737018956 0.7414806433277477 0.9136614053437162 0.41646066308021545 3538.7366 0.6180445494782917 0.6335146579516179 0.8003605772047818 0.9034814834594727 False 76 67000 30.99 47.26 2892.8955 0.558800621741692 0.7464805248274713 0.9191956918595181 0.3885802924633026 3473.3972 0.6144383212265686 0.6375174016687237 0.8052260910027544 0.8673818707466125 False 76 67100 29.71 51.53 2973.4258 0.5664943878771028 0.7402152760268055 0.9128981932347047 0.4431411623954773 3474.1042 0.6199097238266366 0.6327326737933594 0.8020285477469916 0.922738790512085 False 77 67200 28.25 52.89 3196.469 0.596712032908797 0.7010264096406256 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0.923255936479345 0.3620837926864624 3214.3933 0.6126200919400626 0.639057542003285 0.8100853330221747 0.8576966524124146 False 78 68800 21.64 56.07 2855.703 0.5587806103633893 0.7461398983318422 0.9234569551181019 0.37812864780426025 3331.3552 0.6146274626200812 0.6348396495938265 0.8121521010136397 0.858447253704071 False 79 68900 20.25 55.84 2875.6067 0.5602178937924853 0.742044381856139 0.9195083050320146 0.39712581038475037 3347.584 0.6155874165417807 0.6320739880279794 0.80328033277029 0.8929057717323303 False 79 69000 18.67 46.67 2854.6191 0.5596875502640378 0.7477194322681204 0.9227758592744615 0.4072229564189911 3351.8804 0.615664444816783 0.6364894405326772 0.8110225123132985 0.8986060619354248 False 79 69100 30.69 45.81 2919.26 0.5724884173466472 0.733340390646349 0.9143261327120802 0.4973583519458771 3419.648 0.6254530507589275 0.6238043397958357 0.8049249018688508 0.9395784139633179 False 79 69200 31.15 47.46 2804.4182 0.5678857422457291 0.739421742397299 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