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 20.37 98.62 87430.77 0.9692755296689554 0.009547654835114688 0.06451485610640786 312.34765625 66079.38 0.9693568511703056 0.008276099002921184 0.06777113649632985 300.7103271484375 True 0 100 30.0 76.44 7090.538 0.9648098745124383 0.02616749250748731 0.04682777810726712 20.54495620727539 10899.875 0.9639038335984479 0.025886137076382366 0.056679238285287106 23.169815063476562 True 0 200 29.35 78.87 7495.6343 0.9423342703543813 0.09082516913466666 -0.1414304453890055 14.248546600341797 10065.727 0.9424815556340415 0.08524966140396364 -0.14079997069211114 16.286083221435547 True 0 300 29.15 79.15 9476.567 0.9642928607750727 0.03698080461293706 -0.14465865066083278 16.61150550842285 16560.154 0.9624173631320215 0.03828821557404528 -0.12130030779097949 18.8895206451416 False 0 400 28.77 79.06 6332.066 0.938582869825077 0.10681915333195295 -0.15270564863549085 11.022517204284668 9310.653 0.9370826783051781 0.10647900459266463 -0.1291141934092093 12.57341480255127 True 0 500 29.16 76.45 5263.995 0.9301614107175659 0.11580935234085063 -0.1597148032616465 6.093776226043701 8315.155 0.9284238039667434 0.11577018273677202 -0.13396311070673683 6.346046447753906 True 0 600 29.19 76.62 4865.812 0.9315659698352905 0.08267759006002373 -0.15286135350985755 5.590269088745117 8018.0454 0.9283459102264432 0.0867359398005226 -0.1231840905743136 5.389426231384277 True 1 700 40.16 76.39 4474.6733 0.9146037982337853 0.11721290507860795 -0.1609450050666489 5.63349723815918 8487.971 0.912504994729672 0.11681768787238532 -0.1285203220692664 5.662376880645752 False 1 800 28.82 76.5 5775.3286 0.926654010784982 0.08891102633455363 -0.14972906601158517 5.6560869216918945 7952.5303 0.9265347299713484 0.08709320645601629 -0.13803037096578866 5.430679798126221 True 1 900 29.66 76.5 6767.008 0.9277257291444863 0.09677546047978484 -0.16176499686184148 10.589012145996094 9980.872 0.9277757545976545 0.09320252300351034 -0.1498749099580617 12.063216209411621 False 1 1000 28.72 76.45 5404.6475 0.9194649126976969 0.11398720177165694 -0.15829685237884755 7.059750080108643 7863.874 0.9187010217669132 0.11260259414366791 -0.14087535321812875 7.3632378578186035 False 1 1100 28.91 76.38 4584.1963 0.9221581276229525 0.11340638083595614 -0.1545570452680009 6.358407020568848 7010.0303 0.9191830370823233 0.11743165620360194 -0.13353532439800958 6.429213523864746 True 1 1200 29.11 76.42 4443.9507 0.9184929498892732 0.13022467127875345 -0.14978909905243626 6.144244194030762 6938.9746 0.9166433250126426 0.13230683400720208 -0.1369669783131712 6.483015060424805 True 2 1300 29.02 76.45 3800.8765 0.9105109377526577 0.13259675890303463 -0.1469710651667586 5.756009578704834 6649.612 0.9077251656115384 0.13597445907014044 -0.12927645301320226 5.8223700523376465 True 2 1400 29.59 77.28 4272.1084 0.9094945009297987 0.1310377267905827 -0.1381492889801317 5.304781913757324 5903.5244 0.9068902803160183 0.13525516214978217 -0.10623114012562222 5.395504474639893 True 2 1500 29.53 77.73 5553.1943 0.9156063930997463 0.11136757409489294 -0.1612885668662469 6.357637882232666 6926.289 0.9152082610562899 0.11246992442049748 -0.15356411894281347 6.4273552894592285 False 2 1600 29.37 77.19 4107.1074 0.9075818302421078 0.13943718537892422 -0.15562501375035964 6.2058916091918945 7479.7705 0.9071606492586813 0.13807466433327328 -0.1500987647147401 6.449641704559326 False 2 1700 29.21 76.85 3769.392 0.9096396704018478 0.13026325860581206 -0.13771723759939491 5.329038619995117 5849.6855 0.9079988445179037 0.13435482680186314 -0.12312194890611372 5.270842552185059 True 2 1800 29.4 76.51 4045.6133 0.9074479402159701 0.14625910423002506 -0.13452924053665638 6.02294921875 6462.6167 0.9064230618479855 0.14726926489066933 -0.11892815302214077 6.545549392700195 False 2 1900 29.18 76.36 3857.6982 0.9058864109289992 0.15121525741136882 -0.1384178787206389 5.873412132263184 6631.462 0.9052460615431268 0.1509494454100623 -0.12970626701736238 6.264065742492676 False 3 2000 28.95 76.38 3922.5305 0.9172665811926896 0.11270401119250933 -0.13433956296274563 5.66552734375 7158.9287 0.9160649808769856 0.113746755163573 -0.13473660127708742 5.56763219833374 False 3 2100 29.06 76.35 3705.7878 0.8990220903604687 0.14505885108644798 -0.08666159333213365 5.060636520385742 5717.5317 0.8988084653820649 0.14675572661132497 -0.0890033024104712 5.081631183624268 True 3 2200 29.28 76.42 3753.75 0.8944526750714406 0.14893774276025687 -0.11828849490520585 5.383311748504639 6165.399 0.8956666716285702 0.1458952977829007 -0.11314219469289481 5.108381271362305 False 3 2300 29.44 76.38 3360.1274 0.9056190954390174 0.14372344278224347 0.0014957824827227116 5.016901016235352 5827.528 0.9039884927605792 0.14705126034234212 0.027529891124717265 5.193028926849365 False 3 2400 29.19 76.35 3994.5518 0.9064244270471457 0.14878371126921078 -0.11179636346812731 6.25800895690918 5854.6914 0.9062897355697404 0.14922921419124366 -0.10212506168747607 6.877870082855225 False 3 2500 29.06 76.44 3479.879 0.8994094555021552 0.1523273080768034 0.04917436770175245 4.906745433807373 5656.0557 0.8990603621714572 0.15291701582303818 0.06153675279747414 4.953747272491455 True 4 2600 29.31 76.46 3598.4485 0.8944371177666355 0.15336902939044086 0.0845791939184242 5.263314723968506 5527.106 0.8939926046546439 0.15558221299379868 0.11811286576366817 4.840203762054443 True 4 2700 29.44 76.46 4141.093 0.897219283311641 0.15338868144298165 0.2277576903724611 4.760632514953613 5332.9985 0.898022693589104 0.15204874160718032 0.20616742968133356 4.770111083984375 True 4 2800 29.57 76.48 3350.065 0.8930900117168888 0.16812841870072787 0.25072110213982113 4.716015338897705 5438.579 0.8927470767689544 0.16830194212653665 0.22967711644293384 4.657212734222412 False 4 2900 29.03 76.45 7827.5273 0.9163470524381594 0.11934103040015705 0.18581279648237678 6.085004806518555 8880.3125 0.9175653909740581 0.11789668244614587 0.16977599345593036 6.805770397186279 False 4 3000 28.95 76.6 3763.5667 0.8927510778331583 0.17674000080864893 -0.006113885372636253 5.203306198120117 6179.3345 0.8941572594648498 0.17078862045412113 -0.004563258532553773 5.498651504516602 False 4 3100 28.95 78.28 3554.9426 0.9104469202344525 0.13878268851685527 0.2284183324379085 4.7954020500183105 5806.0005 0.9100689943369403 0.13764278945299885 0.23156101982727342 4.920065402984619 False 5 3200 28.8 76.35 3283.8647 0.886343529012188 0.17862981774464093 0.18439644531230673 4.804079055786133 5173.137 0.8869154066536795 0.17766811109935304 0.21612914415902934 4.687110900878906 True 5 3300 29.35 76.35 3498.6914 0.8831891456039116 0.1744227961441484 0.2822847051136379 4.886538028717041 4713.2896 0.8826991320852907 0.1753667160034716 0.2890544864162848 4.59785270690918 True 5 3400 29.32 77.11 3418.513 0.8854878221813273 0.1756286543273135 0.29283959889515354 4.598600387573242 5429.342 0.8867510941909887 0.1734298904398131 0.28187566655006413 4.658880710601807 False 5 3500 29.46 77.11 3483.4136 0.8825138350282844 0.1865268205553517 0.2870120466500519 4.582053184509277 5092.412 0.8844772979055088 0.18266402007884366 0.29283978466880906 4.645791530609131 False 5 3600 29.41 76.68 3474.8472 0.8943335847139902 0.16205859943277504 0.2192387084029458 4.739134788513184 5720.0835 0.8953169374706232 0.1591567082980188 0.22344253624288274 4.757694721221924 False 5 3700 29.39 76.52 3457.191 0.888958492193798 0.17534601529538527 0.2873368157795994 4.61298131942749 4881.63 0.8894434109782859 0.17293484360141553 0.2599658693560748 4.626942157745361 False 5 3800 29.33 79.89 3458.0876 0.8916855131851499 0.1731419446500338 0.3019074877869845 4.5816779136657715 4913.985 0.8922617993167099 0.17126801374636083 0.2885592204926421 4.5067138671875 False 6 3900 29.42 77.93 3397.6648 0.877058079343744 0.19205689060043618 0.3264041602508488 4.561985492706299 5464.252 0.8801196400210017 0.18412315220600067 0.3367352951440383 4.446904182434082 False 6 4000 29.75 76.5 3110.611 0.8782169747214953 0.1869578850966328 0.3198953117831358 4.623137950897217 4592.7095 0.8802297875579587 0.18275792475737854 0.3203490946467353 4.424046039581299 True 6 4100 30.11 76.44 2878.2192 0.8743623679186808 0.19474805381137283 0.3195546264704303 4.5204339027404785 5086.182 0.8776802647240619 0.1869548041752 0.31577813190646353 4.494592666625977 False 6 4200 29.43 76.39 2886.9373 0.8818930659569789 0.1890573231747706 0.3205313854597988 4.602258205413818 5118.942 0.8841912271973804 0.18195893927877296 0.3339054552972204 4.768031120300293 False 6 4300 29.36 76.72 3081.1858 0.8794566879778803 0.1889240081923653 0.3354690424642933 4.521572113037109 5190.1914 0.8819899405768759 0.1838154901220461 0.3547014465999042 4.531403541564941 False 6 4400 29.54 76.45 3008.731 0.8787592691098997 0.20284759531307056 0.3409363653266241 4.6024322509765625 5031.1787 0.8822301326655961 0.19442864680242525 0.3442487455621455 4.785089015960693 False 7 4500 28.18 76.37 3353.1675 0.8708612190875133 0.2063952116021159 0.3475510407173236 4.390990734100342 5317.6523 0.8763277502829582 0.19484957367093877 0.3579072984418397 4.3842010498046875 False 7 4600 29.13 76.32 3491.1724 0.8683404766111248 0.20820885368766504 0.3358467716325063 4.391562461853027 4892.2188 0.8717433246089885 0.19963415794644623 0.3498861964493638 4.288739204406738 False 7 4700 29.04 76.4 3252.853 0.8685305817017561 0.20181311684902384 0.3540664207438398 4.376288414001465 4605.5283 0.8738399384983376 0.1915475043593334 0.37346658454105697 4.375347137451172 False 7 4800 28.75 76.38 3123.366 0.865456743794895 0.21698978630974702 0.3688094521338138 4.3467326164245605 4372.2993 0.8708815141079485 0.20376631556992117 0.39019490154415976 4.34466028213501 True 7 4900 29.24 76.44 3283.9617 0.8666937012604063 0.21615316905167337 0.3667332529943569 4.339789390563965 4463.118 0.8727650110641871 0.20167682886047095 0.3841663772422238 4.342174053192139 False 7 5000 28.81 77.05 2882.7573 0.8636955643097309 0.20525070831977343 0.3920371106579053 4.4088053703308105 4366.3535 0.8679804413762036 0.1942360274362924 0.40943043028597 4.160297870635986 True 8 5100 29.09 77.57 3548.4165 0.8743112681141644 0.19964348896357786 0.3691666476885905 4.576559066772461 5063.812 0.8795044499530581 0.1871863968262132 0.3862661154263176 4.759725093841553 False 8 5200 28.84 76.74 3049.222 0.8656110545980732 0.2125044766309354 0.3776715540980665 4.361810684204102 5377.4473 0.8717875935420097 0.19873472713506177 0.3862445440111595 4.213813781738281 False 8 5300 28.75 77.84 3082.0007 0.8579066455021425 0.22178021320574073 0.37961375706577766 4.2383952140808105 4490.702 0.8660685062294408 0.20433452639963676 0.4018248214398966 4.184078216552734 False 8 5400 29.35 77.69 3197.5725 0.8638027661583594 0.2178147862414369 0.3938978686634819 4.2764201164245605 4738.793 0.8708077174606075 0.2005025240683533 0.41224515917385973 4.072004795074463 False 8 5500 29.16 77.52 3099.7517 0.8650115287065164 0.21276574394572234 0.37998992117069064 4.914653301239014 4601.5156 0.8711571227392458 0.19753364125778355 0.40973200477790167 5.1972975730896 False 8 5600 29.35 77.59 2980.8013 0.8612199928487436 0.2307135109198907 0.3921244707744357 4.252108097076416 4608.7417 0.8697964514445672 0.21084246211858054 0.41048824898319736 4.252487659454346 False 8 5700 29.43 77.78 2730.4067 0.8625333099931288 0.23094270905748435 0.40962523923751365 4.2719526290893555 4794.7354 0.8717491900735916 0.20949444802420125 0.41642257784265346 4.348115921020508 False 9 5800 29.03 77.43 2983.4707 0.8546184922532895 0.23445808128425957 0.40758388520355077 4.30335807800293 4390.562 0.8641938673225564 0.2123579744027037 0.4284288376465705 4.401540279388428 False 9 5900 29.17 78.85 3158.593 0.8579255410111941 0.21666637213402956 0.39071639965616334 4.459780693054199 5106.191 0.8642993311967349 0.2021994289138302 0.4096149381532554 4.132909774780273 False 9 6000 28.84 76.56 3261.9636 0.9054642674088939 0.1685960143677111 0.38266588023200604 5.090019226074219 5773.768 0.9085208149134371 0.15665975680420974 0.3561311697993555 5.587587833404541 False 9 6100 28.7 77.1 2952.9 0.869416035456887 0.2216414770511101 0.39920157434514736 4.359532833099365 5795.471 0.8755810003339113 0.2054755648959399 0.38885685456275604 4.537403106689453 False 9 6200 28.82 76.36 2995.09 0.8685386865390696 0.21503213571155647 0.41416160770146565 4.182577610015869 5166.687 0.8754085109577406 0.19919509118675138 0.4181830305872927 4.211958885192871 False 9 6300 28.81 77.29 3002.9084 0.8648891258267934 0.21471431462495016 0.43291339401408985 4.097258567810059 5349.0415 0.87385195483573 0.19413616315740376 0.434352063638678 3.9779438972473145 False 10 6400 29.04 77.34 2937.2622 0.8644011123777 0.21901277433397132 0.4095830128600431 4.194795608520508 4792.735 0.8721413952299814 0.20190882680410832 0.398161997580564 4.15886926651001 False 10 6500 29.19 80.95 2869.4543 0.8609486771984153 0.22388921547893792 0.4526303902826773 4.045942306518555 4889.089 0.8711468370333239 0.20048918110570207 0.45950390656403906 3.950868606567383 False 10 6600 29.16 78.1 2701.244 0.8505448184922143 0.24789151669241538 0.4506196184521938 4.0316853523254395 4638.1465 0.8615395446905183 0.2236396682086381 0.45780493888330687 4.052340984344482 False 10 6700 29.16 77.27 2759.2786 0.8500313856170001 0.24457307419978724 0.46254815273312094 4.245558261871338 4764.5596 0.8607876923538286 0.22210125281515972 0.4697486222429471 4.394836902618408 False 10 6800 29.15 77.24 2729.9524 0.856264119145952 0.24594773633273073 0.46007018333080274 4.0987868309021 4958.8584 0.8674513181791448 0.21641909145881502 0.46699398542577325 4.182096481323242 False 10 6900 29.18 78.51 3281.0923 0.8495786432913621 0.24839476857591905 0.4617233573691251 3.9685418605804443 4245.6123 0.861318540177696 0.22183190646394088 0.4684441004319198 3.9304745197296143 True 11 7000 28.98 79.21 3639.4866 0.8424026970536758 0.24655249185185352 0.4555876333321146 3.915926694869995 4196.452 0.8543872170828232 0.21994600595767697 0.4710094637533853 3.8227121829986572 True 11 7100 29.2 77.4 2818.4395 0.8577526603099288 0.2326082409580359 0.447367005388724 3.998232126235962 5059.492 0.8681439977889792 0.21117325854335256 0.4502080034110995 3.9054548740386963 False 11 7200 28.78 78.25 2608.1548 0.8460018759745022 0.249268594775682 0.46114786519222345 3.923811674118042 4417.5728 0.8574928832435451 0.22460211919507805 0.4695361002076079 3.9038336277008057 False 11 7300 28.8 78.35 2685.4277 0.8419188560157834 0.25360762445353513 0.4716616319683515 3.8840548992156982 4309.0093 0.8548440251706987 0.2252059200447513 0.4840811259350478 3.7980539798736572 False 11 7400 29.18 77.48 2633.252 0.8538893923267303 0.24250191552013906 0.48554382315181954 3.8647942543029785 4884.648 0.8672471143761442 0.20964196880902647 0.4901398332403778 3.7385611534118652 False 11 7500 29.25 78.9 2719.783 0.8539311605281881 0.2441815017177372 0.4728375618727532 4.1131486892700195 4584.589 0.8665484815548702 0.21344736704418887 0.4643559160334388 3.9638805389404297 False 11 7600 29.0 77.08 2795.319 0.8376506229243247 0.2590243887398732 0.46594372732721745 3.957693338394165 4200.5117 0.8531964924972496 0.2254966869068285 0.47688896120398094 3.991281509399414 False 12 7700 28.84 78.22 2790.8472 0.8409125489134293 0.2561411061062022 0.4765268243900704 3.8545727729797363 4594.487 0.8559778769400379 0.22339404050068964 0.47551525633448266 3.8068244457244873 False 12 7800 29.28 79.24 2965.8696 0.86525599851294 0.23813902539273768 0.45942314108083965 4.139497756958008 4671.3315 0.8749387814862026 0.2124922890959548 0.4484617469717114 4.2741618156433105 False 12 7900 29.2 76.74 2813.164 0.8360991352274151 0.26720204805264874 0.49027829184028576 4.083954811096191 4412.078 0.8527150184275041 0.22933669892359249 0.48715946790530995 3.853924036026001 False 12 8000 28.45 76.75 2774.6963 0.8382979999533491 0.26383795489468836 0.49731474678787707 3.9551749229431152 4403.605 0.8541756702861967 0.22839266649170137 0.4797136846691397 3.8140463829040527 False 12 8100 28.25 79.1 3120.5566 0.8326229249829927 0.25699898738286414 0.48861589095005686 3.8010356426239014 4323.329 0.8487221746217543 0.22216842764779207 0.4904800505968773 3.6628761291503906 False 12 8200 28.69 76.6 3099.4485 0.8392627994286209 0.2596140605128803 0.49594121070383623 3.8357818126678467 4381.52 0.8537229221194855 0.22644448946074017 0.4884808079308683 3.7080280780792236 False 13 8300 28.63 76.86 3405.7466 0.8355224928843216 0.252029640637256 0.5030181248225933 3.785747528076172 4251.8735 0.8496935519727791 0.22090982847178542 0.49526843734657666 3.6717958450317383 False 13 8400 28.71 77.86 2663.1504 0.8400664083886993 0.254354702541723 0.4789106773639242 3.8949241638183594 4257.236 0.8558240953648539 0.21895420781043923 0.48373878546764576 3.9374899864196777 False 13 8500 28.76 77.69 2899.1729 0.8304844713257 0.272859154590586 0.5128284589867571 3.842621326446533 4185.0312 0.8503836425003579 0.22992519331897435 0.49938253951403283 3.698709726333618 True 13 8600 29.61 76.5 2526.5881 0.833761882484094 0.273880473565175 0.5150506973341223 3.794757604598999 4161.8687 0.8531397135911263 0.2308825704355497 0.4999758891970936 3.68147873878479 True 13 8700 29.19 77.06 2504.4216 0.8285305938295121 0.27949688013383006 0.5148910143124569 3.7443244457244873 4342.1636 0.8485057842684158 0.236623258236172 0.5060350046851277 3.6654279232025146 False 13 8800 28.69 79.15 2533.341 0.8337058666788455 0.27409891680487314 0.5123540919050745 3.76572585105896 4321.345 0.8532759689051822 0.23062969388140256 0.5071048116942343 3.8510689735412598 False 14 8900 28.58 76.42 2546.9375 0.8571387047665987 0.2653818237537142 0.5087956688850649 4.13785982131958 4811.973 0.8695632175273043 0.23073986138895783 0.4891138338083926 4.407873630523682 False 14 9000 28.75 76.39 2554.8677 0.8354574712447965 0.2651075422035501 0.5093048940534113 3.85174822807312 4425.8286 0.8541375799959758 0.22130460041677066 0.5058056649792534 3.6664857864379883 False 14 9100 29.04 76.98 2642.9917 0.8379912624699952 0.2598776615465653 0.4927970068308701 3.735971450805664 4973.7915 0.8543918878022011 0.22303352965983056 0.48876395258508243 3.6567575931549072 False 14 9200 29.5 76.7 2566.184 0.8351406871736311 0.2713190167767534 0.5190149048778813 3.701165199279785 4280.621 0.8541212582797779 0.2283431009698563 0.5141848773561963 3.7582573890686035 False 14 9300 29.28 76.43 2475.6094 0.8297614593384249 0.2847833771205904 0.5286323590698395 3.6460654735565186 4354.1836 0.8497621336284007 0.24091821779083866 0.5142646081522316 3.730140209197998 False 14 9400 29.06 76.45 2463.9648 0.8186372813819549 0.29527280759767216 0.541517513387431 3.628197431564331 4225.1953 0.8431643666385851 0.24473286595826624 0.5238025910321518 3.549165725708008 False 14 9500 28.99 76.44 2345.4353 0.8238398875360496 0.28676896809209074 0.5399848828983858 3.5150296688079834 4296.6826 0.8483883696957211 0.23394282797845137 0.5298751420491575 3.523505687713623 False 15 9600 28.63 77.8 2765.1406 0.8278084511489533 0.2784363619373183 0.5135537189068701 3.630115509033203 4331.2515 0.8486441972854717 0.23269903968326835 0.5152638315179021 3.5468482971191406 False 15 9700 29.18 77.82 2498.5083 0.864214585959208 0.22690304009762502 0.3867532421699549 4.38231086730957 4967.0874 0.8758767922382307 0.19868785142664866 0.35687086599679063 4.244003772735596 False 15 9800 29.13 79.13 2391.8506 0.8300097272411695 0.27154590072106044 0.525775506486894 3.6467747688293457 4583.8735 0.8524809475975682 0.22463796328191818 0.5164682353786672 3.6862738132476807 False 15 9900 29.0 78.83 2307.0186 0.825654687185862 0.2923767737820709 0.5331189478581088 3.83412766456604 4397.9644 0.8501959973235288 0.2381601523763432 0.5249292134726865 4.006837368011475 False 15 10000 29.12 76.37 2549.3132 0.824728775518289 0.28986777722558144 0.5394565841777169 3.5559630393981934 4217.112 0.8477664903532313 0.24049438857821137 0.5247499190962093 3.597177028656006 False 15 10100 29.13 76.36 2754.6946 0.8260952064015612 0.2810115615283994 0.5440148447621885 3.5426738262176514 4417.8975 0.8515790388083182 0.22590065850699184 0.5281147951837439 3.513350486755371 False 16 10200 28.83 76.42 2480.5989 0.8219121171762485 0.29161222879519116 0.5498905883106723 3.5431442260742188 4305.276 0.8477658401675144 0.23682065177241718 0.5336753999559484 3.6085803508758545 False 16 10300 28.76 76.51 2320.7952 0.8206072788448329 0.297810638221338 0.5527720001979036 3.4933581352233887 4366.7573 0.8466382990001984 0.24222712431743754 0.530342247370018 3.591705322265625 False 16 10400 29.22 77.24 2363.9404 0.8130370946898131 0.3052927143230109 0.5549647716934669 3.450442314147949 4310.892 0.8424644942762549 0.24448062450194702 0.5354780936479477 3.5440244674682617 False 16 10500 28.91 76.36 2578.153 0.8289206900783339 0.2799556593606199 0.5371599661111551 3.566537380218506 4337.764 0.8492986387766859 0.2335854277953005 0.5229627495835025 3.558046817779541 False 16 10600 28.81 76.42 2443.386 0.8313261565886846 0.2783585200002054 0.5408027028150681 4.093050479888916 4266.1577 0.8514273935310651 0.23203370758746142 0.5201754320080126 3.8586854934692383 False 16 10700 28.79 77.24 2419.8606 0.8335782189776347 0.27154038696594945 0.5493445473303583 3.6209020614624023 4389.2603 0.8571694482692401 0.21988214918050702 0.5327490306905879 3.518702268600464 False 17 10800 28.58 76.75 2404.7996 0.8434403085155032 0.2563619384624205 0.5292562533332467 3.8646841049194336 4922.47 0.8637130993902883 0.2081224483068356 0.5251727599385132 4.0346999168396 False 17 10900 29.33 76.69 2433.2573 0.8304725684444562 0.2716101038501683 0.5503841485856155 4.108841419219971 4456.3667 0.8535630973530997 0.22110830603751716 0.5303134134617095 3.8853700160980225 False 17 11000 28.77 76.92 2371.3855 0.8362459390361022 0.28218152871186675 0.5516965763343668 3.577392101287842 4486.5693 0.8575936850900358 0.23270298848837237 0.5336146687127644 3.664825439453125 False 17 11100 28.92 76.83 2431.1958 0.8187891096263501 0.3015227302301885 0.5651508034337819 3.4549829959869385 4326.7036 0.8463351132456518 0.24236560027431195 0.5478463191479541 3.553626537322998 False 17 11200 28.94 76.75 2196.1965 0.8248478869366 0.2940743591215173 0.5671999047743408 3.4501771926879883 4389.5386 0.8515204283512868 0.23409217870607466 0.5372055004079588 3.5285024642944336 False 17 11300 28.76 77.18 2228.716 0.8207168177498638 0.29831340024727676 0.5419337791663431 3.720890760421753 4336.637 0.8471730228487128 0.24151824441954425 0.5239739802922484 3.908952236175537 False 17 11400 28.82 76.67 2197.5845 0.8251888178673279 0.30411587001403245 0.5634631664616576 3.621608257293701 4385.5493 0.8514381190804333 0.24470453906556996 0.5465688107391447 3.8118836879730225 False 18 11500 28.67 79.13 2331.2192 0.8263285258617403 0.2846569370805565 0.5566638806655241 3.589930534362793 4358.381 0.8488582956121173 0.23520104480331838 0.5309949617271499 3.571477174758911 False 18 11600 29.51 79.13 2312.2112 0.8217931432376249 0.3062208092632272 0.5798592799717874 3.5022382736206055 4303.8965 0.8494931867939693 0.24323403200414764 0.5540541030555951 3.686952590942383 False 18 11700 29.24 76.68 2263.5554 0.8128289548420328 0.3129825505750928 0.5780766521609066 3.4311420917510986 4192.1284 0.8419352761368899 0.24933236073809464 0.5525176930995985 3.426571846008301 False 18 11800 28.67 76.88 2584.718 0.8436906010141689 0.3006098714769902 0.5765374614088858 3.525892496109009 4714.7593 0.8653333466060362 0.2406526903999691 0.5516393693257112 3.599377155303955 False 18 11900 28.78 76.49 2280.6604 0.8199988153325384 0.2950326496248875 0.5742058166932866 3.342198371887207 4181.96 0.8478692300333688 0.23704436605763782 0.5299387047997624 3.4557816982269287 True 18 12000 29.22 76.6 2603.7646 0.8046239571943012 0.3082821989198409 0.599230412692954 3.6708030700683594 4194.188 0.8405095245897918 0.23617121631030522 0.5607105926523449 3.6193902492523193 False 19 12100 28.58 77.32 2350.207 0.8054987077648171 0.31683564329100933 0.5940347822757206 3.31270432472229 4278.9453 0.840625891897809 0.24435168681196584 0.5603268879036427 3.5484256744384766 False 19 12200 29.35 76.66 2347.3354 0.8091222733003799 0.31661985678201404 0.6002004272463333 3.236450672149658 4204.668 0.8409654157746753 0.24743701430524104 0.5600339798339566 3.4132461547851562 False 19 12300 28.83 76.61 2412.0696 0.8127256093709089 0.3088164987315402 0.5976512189473 3.4235851764678955 4181.441 0.8427221428790276 0.24476565764525945 0.5482587168468042 3.4521384239196777 True 19 12400 29.6 77.27 2329.1912 0.8078641360469617 0.3226817733035855 0.6087154669304051 3.481189012527466 4457.843 0.8415955150599388 0.25059716961377454 0.5674565452764239 3.4635133743286133 False 19 12500 28.74 76.37 2416.7295 0.8535542381128955 0.2882174781401191 0.5873396881784995 3.7289187908172607 4858.2676 0.8725292154928049 0.23034641274992376 0.5435737364691122 4.05893611907959 False 19 12600 28.72 76.41 2608.6602 0.8137444226147902 0.2930653436461622 0.5935670626648076 3.642030954360962 4130.8306 0.8429582694306833 0.2295700817731196 0.5531965047169151 3.591838836669922 True 20 12700 29.02 76.56 2245.1052 0.8159004062419877 0.3045138371371446 0.5926598486336144 3.2212324142456055 4167.416 0.8459770500623187 0.2388037215868364 0.554562617360711 3.3423349857330322 False 20 12800 28.38 78.89 2306.5989 0.8102941470414102 0.31999105816143714 0.6096522429560292 3.2313425540924072 4141.868 0.8423619900643401 0.24907711329135543 0.5684354446926232 3.3107404708862305 True 20 12900 28.67 79.11 2393.4504 0.8174840740252232 0.29763270501886163 0.5913549834221473 3.3802242279052734 4189.624 0.8445280724479517 0.23765577767088067 0.5627573553029187 3.3672006130218506 False 20 13000 28.86 76.43 2466.6052 0.812613706878049 0.30669745423968814 0.6121558923436187 3.3822641372680664 4176.229 0.8423277674034081 0.24086704360431646 0.5711781127513801 3.383326530456543 False 20 13100 28.74 76.32 2530.7217 0.8116845080341107 0.30589175777395955 0.6214739641925061 3.09810471534729 4310.3647 0.8441656485249214 0.23599049261606583 0.582503712613891 3.1999073028564453 False 20 13200 29.03 76.32 2551.956 0.8059679546996733 0.31338332316960293 0.616579257826507 3.5223357677459717 3991.77 0.8386802676967869 0.2409233062675392 0.5730822690664672 3.49871826171875 True 20 13300 29.07 76.28 2416.1042 0.8022637008787615 0.3239888266102109 0.6261677851990977 3.0703983306884766 3883.5117 0.8384903053394434 0.24608068890156617 0.585066654736354 3.1787376403808594 True 21 13400 29.0 76.35 2219.0212 0.8084671942783999 0.31583406715844936 0.629928307432185 3.0548927783966064 4067.5266 0.8432510870140004 0.24088508992877666 0.5792992029916062 3.211437940597534 False 21 13500 28.68 76.37 2194.144 0.8071212655713401 0.31729767251476176 0.6214375389657705 3.1898677349090576 3876.664 0.841150992603407 0.24388214191239768 0.5736022896386336 3.283238172531128 False 21 13600 28.7 76.34 2072.4817 0.8123460771302864 0.3268881543921364 0.629173572604401 3.2215774059295654 4205.5283 0.847320467974852 0.24932014657723311 0.5767983650910733 3.31892466545105 False 21 13700 28.69 79.1 2084.2632 0.8094322924270421 0.32457997473242384 0.6361026951911248 3.010021924972534 4186.734 0.8444336492978637 0.24867734766588398 0.5856394790836349 3.2266299724578857 False 21 13800 28.66 76.35 2090.517 0.7998551387413239 0.33373205969493486 0.6420164395973795 2.9277970790863037 4089.667 0.8392832314302276 0.250840507551502 0.5953740849076973 3.121037721633911 False 21 13900 28.69 77.33 2198.5076 0.8027630643512235 0.31955480379031476 0.6314955326558748 3.165858030319214 3995.6946 0.841055838954633 0.24037675342364076 0.5721811268672021 3.3122682571411133 False 22 14000 29.06 76.35 2064.649 0.807202865993759 0.3323773353632577 0.6397282785148505 3.2802443504333496 4237.855 0.8445556848167913 0.24950942650751254 0.5892409857237761 3.6617114543914795 False 22 14100 28.91 76.47 2198.1213 0.8056777472528034 0.3166742596152681 0.6365834074555594 2.946796417236328 4083.5876 0.8419579652365213 0.24202605090021945 0.5825612582355332 3.174541473388672 False 22 14200 28.7 76.69 2156.9053 0.8019784376669694 0.329690853663513 0.6445207369461596 3.286949634552002 4197.142 0.8414593990693434 0.24838685052615508 0.5938618137263983 3.7036349773406982 False 22 14300 28.68 79.16 2071.4597 0.8046475905698779 0.3303891845017366 0.6472036749490037 2.9571681022644043 4200.4116 0.8418855240773641 0.2502568732716507 0.5882403035142353 3.2513346672058105 False 22 14400 28.24 79.07 2199.2668 0.8027632628202374 0.33289997816093153 0.6441779508383578 3.2090835571289062 4361.7075 0.8417842221604523 0.24913958141105563 0.5862073158320236 3.6345102787017822 False 22 14500 28.26 76.39 2225.2595 0.7892856350589139 0.34204839966268036 0.6565486190945202 2.820817232131958 4080.4019 0.8328984858408506 0.2524481798774508 0.5956607720733514 3.1426870822906494 False 23 14600 28.14 76.44 2032.83 0.8091333976664055 0.33385033142214565 0.657379477339175 2.9406447410583496 4026.8503 0.8451696129659889 0.2532297992578884 0.5961065253871524 3.219472646713257 False 23 14700 28.75 76.55 2112.9426 0.8047077238845805 0.3302591482180824 0.6658647811093935 2.852341890335083 4043.1028 0.8439826359434595 0.24710741294086128 0.6020408806764976 3.1272363662719727 False 23 14800 28.7 76.59 2314.1433 0.8044083666232625 0.3236364379397726 0.666977280957853 2.7829458713531494 4377.603 0.8446487506237071 0.23864878113629778 0.6030066732822131 3.063051700592041 False 23 14900 28.95 77.22 2364.5947 0.7953012039172261 0.33497309482753695 0.6571483543022698 2.7927935123443604 4289.7183 0.8370027540423042 0.24896640033480724 0.5976191012821346 3.091245651245117 False 23 15000 28.69 76.72 2223.248 0.800435841900691 0.32855836108737924 0.661566009283281 3.094867706298828 4184.7295 0.8407725564919152 0.24415175143646128 0.5818122870317676 3.3063437938690186 False 23 15100 28.7 76.58 2303.2605 0.7949122510288649 0.3401109692680557 0.6669038329890731 2.8279218673706055 4144.975 0.8374791155652618 0.2502107968831675 0.5978029093283224 3.1192991733551025 False 23 15200 28.7 79.21 2157.5374 0.792523177941582 0.3488147542556623 0.6768213366353696 2.9838833808898926 4093.153 0.8376954213752102 0.25466562664029524 0.6060602792791687 3.1978650093078613 False 24 15300 28.56 76.74 2113.8235 0.7962224154487338 0.3435334280134449 0.6637984681753542 2.770674467086792 4338.87 0.8399377002302056 0.24993254454257513 0.5947390650155725 3.1144967079162598 False 24 15400 28.7 76.68 2135.6777 0.7897288760391173 0.3429639184637086 0.6655027251604277 2.9113223552703857 3930.7852 0.832354148316414 0.25429555414927124 0.6094902624613142 3.0775279998779297 False 24 15500 28.73 76.95 2379.3108 0.7867725288835763 0.3522391852957662 0.6847510096561817 2.901890754699707 4109.2383 0.8338396568765557 0.253632897429516 0.6169372643650745 3.1156580448150635 False 24 15600 28.68 79.16 2106.387 0.8038609017728918 0.3358100694892971 0.6617733902528227 2.8981029987335205 4060.5408 0.8424467862705043 0.2513640204225255 0.6071428433288477 3.2471189498901367 False 24 15700 28.68 77.84 2102.1934 0.8024597106882836 0.33925515253646454 0.6685454289410842 2.8475961685180664 4043.8254 0.8406275427775697 0.257896227015558 0.6126951397134028 3.1918210983276367 False 24 15800 28.69 77.17 2212.3203 0.7905316504099666 0.35023043099160855 0.6715762879059602 2.8181846141815186 4074.3354 0.8330309942250316 0.26225983321416974 0.6100484770185751 3.0571863651275635 False 25 15900 28.62 76.62 2058.8547 0.7938036084118612 0.3476833658126031 0.6812959857934756 3.090094804763794 4079.7378 0.8364962458566843 0.25742701551039276 0.6139517283449849 3.266207456588745 False 25 16000 28.67 76.75 2115.9988 0.8130299353559771 0.331006965102626 0.636142177868324 3.2429816722869873 4815.5347 0.8505224978348164 0.24225545661929035 0.6014085621994227 3.520334243774414 False 25 16100 28.69 76.8 2121.6614 0.7884881327607652 0.3459371788399901 0.6910646829791937 2.6762795448303223 4244.682 0.8361420739863643 0.24910945588876476 0.6064287909345882 3.048919200897217 False 25 16200 28.78 78.55 1981.2107 0.8063382291746701 0.3302569823331687 0.6675534289949102 2.958646535873413 4289.2075 0.8460179450657428 0.24279731038559493 0.5954246455966292 3.3678953647613525 False 25 16300 28.75 79.27 2116.9392 0.7866593865192922 0.35325223696350183 0.7024732274644778 2.609814167022705 4264.5474 0.8356144478402137 0.25246642447510714 0.6234542583315933 2.9695727825164795 False 25 16400 29.53 76.74 2199.863 0.7908660744710263 0.3471672373927166 0.7007897128951546 2.8983044624328613 4022.5242 0.838545847526582 0.2482039850399584 0.6214169351722377 3.5075206756591797 False 26 16500 28.79 77.85 2086.9573 0.7955668814204534 0.35191466592340764 0.7002833466555629 2.584469795227051 4320.904 0.842042805708296 0.2507617927950038 0.6254032274299055 3.014892578125 False 26 16600 29.56 76.76 2033.1901 0.7839837274152021 0.3615281874093311 0.7204332385858659 2.4980309009552 4084.3005 0.8361032260240459 0.2534280477375302 0.6305656212477733 2.924337387084961 False 26 16700 29.45 76.98 2278.1313 0.7950723552450744 0.3475595519776208 0.7093774576636565 3.132805109024048 4315.503 0.8430842008989922 0.24496534779912052 0.6264154404386197 3.799109697341919 False 26 16800 29.2 77.41 2052.1235 0.7885998182113736 0.35431903280541055 0.7098967615615706 2.597949266433716 4304.4624 0.8383829800370239 0.24897976395395674 0.630692925506004 3.125366449356079 False 26 16900 28.61 77.87 2003.7439 0.7883633169668766 0.35954549419508786 0.6999904152001748 2.815929412841797 4180.972 0.8372371952119848 0.2563570904021099 0.6249800384253689 3.343317985534668 False 26 17000 29.24 78.24 2088.4119 0.7928704698696205 0.34866643698029554 0.6743227675191951 2.823556900024414 4060.0574 0.8380372762256009 0.25254836805577147 0.6108429573156996 3.2441580295562744 False 26 17100 28.94 79.39 2157.8037 0.7878137405922758 0.3616864801115975 0.7252135835858813 2.57027006149292 4312.8247 0.839085519048448 0.25584082874320213 0.6378284478248204 2.9275717735290527 False 27 17200 28.48 79.13 2009.3325 0.8065205116862999 0.33736484442165154 0.6775525873312679 2.874715805053711 4523.2905 0.8468372145802966 0.24686870605332034 0.598021184711799 3.4168386459350586 False 27 17300 28.9 77.14 1932.1102 0.7953377166196081 0.3390253876421081 0.7031013977014934 2.7354767322540283 4041.9329 0.8408865283584291 0.24352312536505463 0.6151834648767169 3.061460494995117 False 27 17400 29.42 76.98 1965.9316 0.7839008080572722 0.359509301094906 0.7258941833163728 2.7411439418792725 3962.1514 0.8360106125250454 0.2525812704452066 0.6342650458121638 3.0834925174713135 False 27 17500 29.07 76.58 2104.9453 0.7819147475561846 0.36523014607984045 0.7356700081125065 2.3528125286102295 4030.59 0.8358353666927746 0.2549844244670289 0.6437134862896718 2.975536823272705 False 27 17600 28.92 78.5 2073.663 0.7988943049403465 0.3438836479251819 0.7331090170276767 2.3682920932769775 4152.5137 0.8467634489855181 0.24029881802811334 0.638523093593166 2.8819594383239746 False 27 17700 29.35 76.49 2156.8218 0.7922342503404173 0.33308803714303803 0.6800565145116124 3.2512433528900146 3964.199 0.8359934666182208 0.244862224391254 0.6048553510891108 3.4519052505493164 False 28 17800 29.48 76.71 2038.1874 0.7959748819160446 0.34241992362798307 0.6967684876631526 2.685394763946533 4240.965 0.8433690256401649 0.24333498285019847 0.6184746094202569 3.24753475189209 False 28 17900 29.27 76.87 2130.1116 0.7855610575873425 0.3648455042153212 0.7395331408049257 2.30865478515625 4047.875 0.8387262473156524 0.254237119228502 0.6430116669728548 2.8208673000335693 False 28 18000 29.37 77.66 1974.6036 0.7903181176865073 0.36150650387217403 0.7353708809517884 2.4463961124420166 4096.1216 0.8390955850638087 0.2579643492277434 0.632750534898334 2.922774076461792 False 28 18100 29.15 76.89 2037.981 0.7860329376388221 0.3592392858060078 0.7475800821013832 2.2309722900390625 3975.9905 0.8394717792003202 0.24997178651758567 0.6440515091524904 2.882526159286499 False 28 18200 29.18 77.63 2061.8848 0.7811786518185398 0.3611376667146446 0.7351437684622489 2.3255341053009033 3981.698 0.8355514345753148 0.25113395081332623 0.6445922843251117 2.9599714279174805 False 28 18300 29.23 76.95 2044.7262 0.7776287650673234 0.3673593642995936 0.748383581044764 2.5099382400512695 4025.35 0.8335414780577569 0.2551856094240572 0.6433445312123718 2.9574689865112305 False 29 18400 28.96 77.91 1926.5746 0.7818745511916619 0.3713117150332145 0.7538493139539553 2.417635917663574 4262.608 0.8382394480432808 0.2544028268885569 0.6519269262876498 2.874610185623169 False 29 18500 28.84 77.02 2048.1238 0.7744348529906536 0.3730807806257723 0.7535993907902794 2.2957401275634766 4098.408 0.832514473074808 0.2586668302789135 0.6507089431947878 2.840040922164917 False 29 18600 29.55 77.4 1967.0023 0.7820704270843064 0.3777578713924558 0.7640599957534979 2.228555679321289 4229.0396 0.8380410061025767 0.2612074252505029 0.654719922616257 2.9736061096191406 False 29 18700 28.78 76.81 1966.4141 0.7782758670836954 0.37290410324170825 0.7543907877836041 2.63382887840271 3958.9705 0.8342462157424079 0.2583202631138119 0.6561024616274517 3.0549075603485107 False 29 18800 29.52 77.29 1934.432 0.7908849936151794 0.3653006563067407 0.7518316268749802 2.2039737701416016 4044.257 0.8408253425964772 0.25786343044822135 0.6404057690215074 2.837230920791626 False 29 18900 29.12 77.2 2012.7501 0.7805107589054356 0.3790932782922613 0.764698813920291 2.155258893966675 4043.7373 0.8368963992431695 0.2607759551310458 0.6516739683414883 2.8031208515167236 False 29 19000 29.43 78.78 2089.3516 0.7756578508893458 0.37957757221748334 0.7794838667886709 1.9734516143798828 3936.0723 0.8363636571954193 0.25596267527211963 0.658483280275423 2.7674612998962402 False 30 19100 28.98 77.32 1983.9633 0.7859226174892666 0.3531156867124387 0.7404094910732327 2.2957100868225098 4189.478 0.8364622858099241 0.2478495291943235 0.6376262248674277 2.9200994968414307 False