Epoch Iteration Training Time Validation Time Train MNLL Train JSD Train Profile Pearson Train Count Pearson Train Count log1pMSE Val MNLL Val JSD Val Profile Pearson Val Count Pearson Val Count log1pMSE Saved? 0 0 16.84 343.9 53356.44 inf 0.0038913398733197518 0.420719997463363 217.73133850097656 64311.344 inf 0.0017108998294694275 0.5093099986146705 217.3278350830078 True 0 100 29.92 112.4 7476.869 0.9689245352132523 0.035090314632788555 -0.4206558861095553 6.525815010070801 5376.129 0.9673129170383841 0.040216372534491146 -0.5121575141444948 6.696974754333496 True 0 200 30.57 89.72 4323.5986 0.9647754128573658 0.06020572850841922 -0.4173599890596899 12.62024974822998 4346.837 0.9643727828098532 0.06371870339331456 -0.5051253355662859 12.775875091552734 True 0 300 29.72 93.05 4085.7356 0.9603045053634695 0.06456808268512033 -0.42685221131790546 5.678379058837891 4276.7646 0.960030372364789 0.06649615880210116 -0.5156362491064207 5.857646465301514 True 0 400 29.16 94.35 5164.2393 0.9656184401028658 0.046201442135441445 0.37577281298500587 4.150710105895996 4784.1504 0.9664679289875922 0.04408226582223524 0.449382195829438 4.2247090339660645 False 0 500 29.32 88.58 4474.409 0.9546570810339707 0.08014609504483175 0.17057633249924017 5.870316028594971 4035.135 0.9541340412715336 0.08239559305544385 0.21755866023918954 5.985630989074707 True 0 600 29.79 102.5 4469.977 0.9582582870296816 0.084483606061531 0.3673198692044079 4.0514373779296875 4053.2651 0.9579350770872981 0.08643981343345705 0.451437798675667 4.114227294921875 True 0 700 29.76 94.76 4292.1343 0.9675113744497588 0.04074188269143453 -0.28103365116651347 4.29686164855957 4887.64 0.9685502228139599 0.03784457071985211 -0.35286273025669257 4.425540447235107 False 1 800 44.06 102.5 3529.9915 0.9530293054550273 0.09629512514529179 0.40959876225930414 3.8584537506103516 3805.1484 0.9525360231504632 0.09872264120938057 0.49705434059989917 3.8481128215789795 True 1 900 29.6 121.7 3409.9546 0.9512700132005069 0.08886898878702075 0.41573198119020394 3.5174813270568848 3836.5203 0.9512520820173176 0.08959626876469218 0.5031540360756723 3.384251356124878 True 1 1000 29.83 87.91 7037.0796 0.9623462809871722 0.05927705585286263 -0.38436710723084516 4.927901268005371 5659.712 0.9603374727239447 0.06494313990534781 -0.4842389447816757 5.158836841583252 False 1 1100 29.3 89.53 5722.142 0.9611628992978071 0.05999837081979341 -0.4497464293514024 8.050569534301758 4904.955 0.9592311790605654 0.06560225020085393 -0.5324136187623273 8.251463890075684 False 1 1200 29.41 97.38 3555.282 0.9493628743534939 0.0895730576551099 0.10169695513821943 4.107780456542969 3788.8447 0.948105765823667 0.09365380517276556 0.14132551456825837 4.181313514709473 False 1 1300 29.44 151.0 3487.5645 0.9552005007390666 0.08232118329704986 0.44199637476230447 3.714632511138916 3967.9226 0.9552647674629189 0.08333842361893619 0.5158715204594456 3.7179839611053467 False 1 1400 29.33 160.8 3908.5818 0.9482137629956068 0.08957601419190174 0.4392160151803646 3.359593391418457 3587.231 0.9476708351477122 0.09185934229229256 0.5112027384988128 3.216590642929077 True 2 1500 30.66 299.0 3750.0022 0.9546768625441973 0.06713537816896938 0.4533413958777456 3.2975473403930664 4104.429 0.9553490354428146 0.0655137250953528 0.5315123964428625 3.0940096378326416 False 2 1600 29.18 253.1 3624.8184 0.9565510539988843 0.07835590075183058 0.4597492102090051 3.404611587524414 4055.819 0.956622106880049 0.07920531987407257 0.5261719542964265 3.316816806793213 False 2 1700 30.25 344.7 3707.5522 0.9544229878520767 0.07030298318940321 0.4752346851686969 3.4041588306427 4002.2834 0.9551906552070657 0.06890745358566187 0.5411267614501223 3.318206310272217 False 2 1800 29.94 90.11 5135.1455 0.9520979646834525 0.07541984232820903 0.3967161533210828 6.659698486328125 5019.8115 0.9501201055738685 0.08026515131571658 0.47152334449725186 6.794510841369629 False 2 1900 29.24 115.4 3644.0034 0.9483080862799476 0.07867761608094097 0.41649456093021897 3.465604305267334 4018.2734 0.9489130439726181 0.07904245968487414 0.4988092260369875 3.2951433658599854 False 2 2000 29.24 181.0 3225.0603 0.9379364636977863 0.11523311583957954 0.4360076889976985 3.3582119941711426 3518.3047 0.937896677242334 0.11710923064861047 0.5135915313794378 3.189051389694214 True 2 2100 30.51 117.0 4525.3467 0.950415606197747 0.08663528945937927 0.45462546184167274 3.7291159629821777 3941.2505 0.9508463247535717 0.08780033962825742 0.52378424166316 3.688369035720825 False 2 2200 29.27 93.72 3876.8455 0.9513698673353318 0.10460505909980135 0.4711223848508063 4.448211193084717 3742.0842 0.9508247133850993 0.10722281827293292 0.5361295182041593 4.505683898925781 False 3 2300 29.14 87.85 3405.6309 0.9406845438819312 0.10664221332269622 0.44265788174638043 3.439488172531128 3545.1301 0.9404907815275128 0.10733954390338087 0.5168198947631002 3.36155104637146 False 3 2400 29.32 99.14 3222.0684 0.9369371207486412 0.12142586432071531 0.4357271406980087 3.362963914871216 3549.1514 0.9363846754623706 0.12223004973530516 0.513364116057605 3.1363558769226074 False 3 2500 29.36 99.52 3239.033 0.9372996248844075 0.121266303412243 0.4588528696010667 3.289067506790161 3460.5168 0.9371766090539076 0.12229551740731918 0.5244292255997097 3.0841739177703857 True 3 2600 29.71 88.53 3192.4553 0.9410244515260151 0.10630053632772947 0.5024148676751162 3.127229690551758 3532.8518 0.9412178166677336 0.10746247902981527 0.5652922423425574 2.975130558013916 False 3 2700 29.3 89.38 4147.3633 0.9531287305688815 0.08045831881621147 0.46260772622641283 5.589698314666748 4348.1646 0.9513064957350644 0.08466814879318779 0.5131953028857117 5.679788589477539 False 3 2800 29.25 87.23 12343.902 0.9565513049137139 0.07232779541023308 0.33463443713202556 5.672189235687256 8943.182 0.954687794721769 0.07722034737203251 0.40620301992882085 5.81984806060791 False 3 2900 29.19 85.91 3131.4448 0.9483779313465859 0.09100022977343246 0.3834479759693619 3.6272990703582764 3761.3044 0.9488761115741672 0.09117285121185008 0.4453674025734866 3.606645345687866 False 4 3000 29.16 127.7 2919.3494 0.9422331423476329 0.10548040167657698 0.4347815480248019 3.4374258518218994 3595.6287 0.9430212222291947 0.10477052900828634 0.4986112746548668 3.3683042526245117 False 4 3100 29.56 92.07 2790.8054 0.9351464602279568 0.1176364316136829 0.44374400411999954 3.403921127319336 3411.555 0.9347762329520743 0.11921576184800182 0.5065422492007131 3.3152220249176025 True 4 3200 30.01 110.9 5111.0615 0.9382873592921503 0.11939301595105338 0.45265171968436757 3.3023808002471924 3544.733 0.9387836676190716 0.12131578990871475 0.5183565014098099 3.1238350868225098 False 4 3300 29.59 118.7 3218.1113 0.9488709180660104 0.08921806249002479 0.42590524530531043 3.4767603874206543 3709.272 0.9491473122458772 0.09039135091412115 0.5010465644273161 3.3427023887634277 False 4 3400 29.88 209.2 3205.8237 0.9502982483458017 0.08607035464561659 0.43767975762984385 3.5338258743286133 3887.37 0.9516632385244383 0.08349197340196213 0.5088648298722337 3.4211978912353516 False 4 3500 29.08 86.8 2971.5144 0.9402809887096786 0.11725151222577089 0.44554325978433507 4.462099075317383 3503.048 0.9404744703309154 0.11822408087758284 0.5133390285123596 4.473852634429932 False 4 3600 29.36 87.59 2937.4734 0.9316870141323518 0.13161607401112824 0.4504963918640439 3.3070027828216553 3367.1382 0.9321599092925916 0.13267162526114912 0.5173080445679552 3.1084072589874268 True 5 3700 29.77 87.28 3162.8645 0.951735884417833 0.10679267165615296 0.4710607838299004 3.31199312210083 3803.497 0.9527530113069497 0.10593082351670587 0.5351443803255909 3.214268207550049 False 5 3800 28.77 90.84 2870.4807 0.9436386117674346 0.09787281270387725 0.47071814020512315 3.2747859954833984 3696.99 0.9452596557082802 0.09607517211077199 0.5288692555076642 3.1705243587493896 False 5 3900 29.29 88.83 2686.5027 0.9324489332202854 0.12309466344734181 0.4776351258956614 3.2101430892944336 3348.9973 0.9328415589122434 0.12358063531150519 0.5399928902082239 3.063580274581909 True 5 4000 30.21 315.8 2608.2712 0.9296854593809892 0.1308235139673999 0.4797994965050771 3.2986178398132324 3272.6106 0.9303315653182973 0.13069009577169335 0.5441357274478532 3.0489065647125244 True 5 4100 29.7 353.5 2490.1663 0.9246639165986844 0.13940622637937683 0.49258837106872133 3.1294355392456055 3190.999 0.9257374122061118 0.139402862076188 0.5539824992963636 2.9517717361450195 True 5 4200 29.7 325.8 2959.8066 0.9429933374962535 0.12370515703487006 0.48881660278785344 3.439570426940918 3568.997 0.9432304381515587 0.12310938002387752 0.5572937332276762 3.2082948684692383 False 5 4300 28.98 86.58 3165.1492 0.9411383570880978 0.1322149933107787 0.49043405895751035 3.763530731201172 3459.3235 0.9418723182362103 0.1310279450870709 0.552364058569112 3.7121846675872803 False 5 4400 29.19 87.96 2978.831 0.9367627752857818 0.12536200521135013 0.49014052878990116 3.1508336067199707 3465.6929 0.9385791736797137 0.12237276512012038 0.5485269440113312 2.9980969429016113 False 6 4500 29.12 89.37 3317.3315 0.9421708253272978 0.12077333140954037 0.4118920898756769 3.483422040939331 3574.3555 0.9424610467969594 0.12003538281353443 0.48360150115912187 3.405442237854004 False 6 4600 29.26 86.97 2963.4 0.9348198195726547 0.11913764095351553 0.4857997604120009 3.2080745697021484 3444.4966 0.9361219477435563 0.11884182554337484 0.5477190740156224 3.009416341781616 False 6 4700 29.31 86.45 3293.806 0.9514042364841403 0.11135503199100062 0.4543214764122609 3.328645944595337 3801.6565 0.9525980120100361 0.10746951863707704 0.5230161352555666 3.20778489112854 False 6 4800 29.15 86.72 2851.2468 0.9299364045003938 0.13570444318674316 0.4984747476298042 3.1273903846740723 3269.1636 0.9309209566861512 0.13450415426568538 0.558049500361643 2.9366865158081055 False 6 4900 29.34 102.2 2886.137 0.9375389685563934 0.1301034915508667 0.49935506867364443 3.208430528640747 3456.5032 0.9392288705050222 0.12895015673911078 0.5618224848851101 3.0896496772766113 False 6 5000 29.37 591.5 3166.8672 0.9288176324354329 0.13192470902799988 0.47411295108558327 3.204314708709717 3418.737 0.9307854218344016 0.12915362757581214 0.5413005759007486 2.997354507446289 False 6 5100 29.88 195.1 3047.127 0.9231022277832599 0.14399580944291296 0.4924787271628985 3.146439552307129 3279.5857 0.9252873682696403 0.13961982360682718 0.5558627720902866 2.973660945892334 False 7 5200 29.22 109.8 3100.5256 0.9226425674290283 0.1469270159120751 0.49852087381030735 3.215731620788574 3140.7388 0.9239957294392699 0.14366636775253022 0.5654494808017059 2.9579758644104004 True 7 5300 30.01 255.5 3066.021 0.9191903977211547 0.14681606701899283 0.514093768188043 3.0762882232666016 3104.216 0.9211407354327101 0.1432830141468771 0.5707315224212214 2.8966619968414307 True 7 5400 30.51 708.6 3634.379 0.9319179045837835 0.1371632133198578 0.4726013882460514 3.4681174755096436 3487.6182 0.9337747892261016 0.13486079401493972 0.5282695542268219 3.4365286827087402 False 7 5500 29.43 187.7 3190.3489 0.9265051268879342 0.14148248898446575 0.4888673212088732 3.1457128524780273 3393.652 0.9272810580887779 0.13838088882036575 0.553164637194585 2.9579508304595947 False 7 5600 30.96 190.5 3029.212 0.9339901462754633 0.11891878331643699 0.5108297449369474 3.0649192333221436 3630.335 0.9366695697433574 0.11494580337932014 0.5667261441274373 2.9069840908050537 False 7 5700 29.12 99.12 2845.4338 0.9303940729925975 0.13983688887050794 0.5176381117471014 3.034026622772217 3415.2139 0.9325505008999924 0.1361630582218276 0.5733362068940072 2.8535447120666504 False 7 5800 29.17 91.27 2658.8188 0.9335815175803285 0.12062781559049951 0.5039995066466806 3.222679376602173 3456.2288 0.9350247781902808 0.11885191734390618 0.5679865044792503 2.9841718673706055 False 7 5900 29.1 91.19 2607.293 0.9331031974378539 0.12310256716122661 0.5066210263460175 3.0731678009033203 3516.569 0.9356795536140651 0.11850730935398661 0.5692606637043504 2.8779244422912598 False 8 6000 29.01 147.3 2521.221 0.9366597045520626 0.13763633228268782 0.5146579596640709 3.840583086013794 3335.5217 0.9384769150968134 0.13406966695035932 0.5735836634097871 3.7919814586639404 False 8 6100 29.07 293.8 2369.8247 0.9258731877257358 0.14673023064932733 0.510702674052406 3.0851800441741943 3183.815 0.9277621985841467 0.14236671639813656 0.5680498002647891 2.935654401779175 False 8 6200 31.64 241.7 2632.5378 0.9420976647262993 0.13490253604612548 0.4763680792718698 3.2057206630706787 3487.401 0.9436732605834566 0.13153171168409783 0.5381552445552793 3.058316946029663 False 8 6300 29.37 305.5 2411.5588 0.9235243565391122 0.14823149227959664 0.5200562297313311 3.082434892654419 3192.829 0.9255782180593582 0.1436640959772333 0.5739175537373594 2.9505906105041504 False 8 6400 30.9 88.15 2378.556 0.9177729086450738 0.1550483622831114 0.5366726021943031 2.9764602184295654 3158.0422 0.9206329238956185 0.14826908103043865 0.5862054289014316 2.840663433074951 False 8 6500 28.91 246.0 2923.42 0.9179204940881452 0.1530543617780792 0.5360963377626303 2.9450597763061523 3175.271 0.9210014343088474 0.14579363668496784 0.5868182220939657 2.784594774246216 False 8 6600 29.03 558.2 2981.8032 0.914459299929215 0.15336675837744973 0.5496367317048753 2.9060704708099365 3104.9795 0.9172418140988219 0.1471331579859824 0.5969316249823201 2.770716667175293 True 9 6700 29.8 877.1 2824.7546 0.9089230233807726 0.16751900584223045 0.5527110034081707 2.878441333770752 3083.0623 0.9132110111923888 0.15723176631047028 0.5993341351557991 2.7252278327941895 True 9 6800 29.33 298.2 2687.0415 0.9256838179377905 0.15796577416072288 0.5076386450444655 3.1908578872680664 3227.116 0.927886346592039 0.15176878656321477 0.5690772647651212 2.922058582305908 False 9 6900 29.11 803.1 2922.4968 0.9272879173976946 0.15679947449060774 0.5187697236129768 3.2560181617736816 3362.4531 0.930142289356723 0.14977296533266068 0.5768292051004575 3.0242104530334473 False 9 7000 28.62 424.3 2490.1003 0.9236131069457294 0.14181729786012848 0.518776589772053 3.240257740020752 3239.366 0.9263222007349845 0.13668268733338265 0.5746405391434727 3.019899845123291 False 9 7100 29.48 344.0 3159.973 0.9165723223948649 0.14606233046355302 0.514937702417822 3.0887022018432617 3197.7014 0.9191551687713452 0.1404595196197604 0.5702480561905209 2.964864492416382 False 9 7200 31.04 631.9 2682.026 0.9233741860738549 0.14309252914340337 0.5103029604277414 3.0704007148742676 3304.6047 0.9258175507372501 0.13703667498902408 0.5631408672555781 2.902212619781494 False 9 7300 29.08 264.2 2561.1487 0.9180619139799356 0.1550591035682941 0.5439752866225899 2.974609851837158 3265.5085 0.9216220227694492 0.14542106741618666 0.5927981206122919 2.8194432258605957 False 10 7400 30.69 764.7 2379.709 0.9183375349967949 0.15062645909430197 0.5442357144835919 2.988379955291748 3441.0952 0.9234998464767814 0.13812982659074127 0.5964093548489715 2.851788282394409 False 10 7500 29.38 731.3 2524.6497 0.9251071542254682 0.1448159384450469 0.5023200830695173 3.671096086502075 3242.2708 0.9272671634816758 0.1368979269607471 0.5695772451068388 3.341496467590332 False 10 7600 32.09 85.44 2208.6506 0.9171405456378633 0.16178202993726862 0.5256184106637463 3.0115668773651123 3162.2407 0.9219903973349832 0.15024110809128288 0.5834832589016995 2.812592029571533 False 10 7700 29.14 468.3 2187.7095 0.9140344995308742 0.1676905822810669 0.5444474173244122 2.9527268409729004 3100.3062 0.919747866278504 0.15388706003262845 0.5961729990949194 2.820009708404541 False 10 7800 29.43 568.0 2167.4536 0.9115597220483639 0.1689397408523564 0.5648026650716071 2.8365590572357178 3157.2249 0.9182404870207395 0.1524996952477525 0.6119411943607336 2.695890426635742 False 10 7900 29.97 408.8 2276.0098 0.9069650978522329 0.17329242259351973 0.5706888676940642 2.7965872287750244 3006.8093 0.9128220766653096 0.15928463956163869 0.6174752131281552 2.6461102962493896 True 10 8000 29.45 99.5 2843.4097 0.9248812236090154 0.14703354691324177 0.5606898102609748 2.8680002689361572 3533.5786 0.9294862806296885 0.1364283760585103 0.6087528843466036 2.7076728343963623 False 10 8100 29.11 86.03 2443.454 0.9055338482403491 0.17286466428057315 0.5762117036975453 2.81131911277771 3105.5215 0.9118702874560268 0.15781782218019186 0.6199381766024661 2.690007209777832 False 11 8200 29.17 87.29 2352.864 0.9041489582597967 0.1782597398733153 0.5800733382721451 2.76004958152771 3139.0957 0.9116243132380504 0.1610353862983728 0.6240674372556052 2.6152048110961914 False 11 8300 29.42 86.76 2448.5994 0.9268962159222577 0.16194109240372165 0.52025741202241 3.324538469314575 3366.2454 0.9312999885347862 0.1477038195271922 0.5803804032302752 3.077155828475952 False 11 8400 29.29 86.75 2189.9446 0.9057318579528415 0.1790087018486199 0.5547808517956136 2.8891217708587646 3077.9312 0.9120533815012751 0.16426137275309774 0.606908999800321 2.6976354122161865 False 11 8500 29.08 188.0 3116.5896 0.904656065517205 0.16703961008591867 0.5470340644466601 2.9019830226898193 3032.454 0.9105955822087649 0.15320007956049383 0.5976987554380718 2.723876953125 False 11 8600 29.36 100.8 2480.8157 0.912577616581741 0.16663138966409546 0.5451137752240747 2.977238655090332 3250.8672 0.9186073270074455 0.15217219130904489 0.593467195927555 2.789665937423706 False 11 8700 29.55 179.3 2029.237 0.9042725664473928 0.1852505037414388 0.5757918746425825 2.7931082248687744 2973.0344 0.9118754670938735 0.1679026691959655 0.6219960061150112 2.6173768043518066 True 11 8800 29.77 87.48 2326.4995 0.9078695817808435 0.18440627197747583 0.5720371926059348 2.810350179672241 3089.955 0.9149661407380242 0.16752939593785476 0.6187176546696738 2.677272319793701 False 12 8900 28.98 87.74 2274.5164 0.9004889756021719 0.19041761457461068 0.5845977849465954 2.7742481231689453 2978.1382 0.9092354164496194 0.17058776566560013 0.6281780864221845 2.6540606021881104 False 12 9000 29.21 86.18 2224.1582 0.8965743677493605 0.1973825279030011 0.5935003883773079 2.7594175338745117 2874.4753 0.9067181011344678 0.1742337629424887 0.6320209971959933 2.618732452392578 True 12 9100 30.59 94.68 2237.102 0.8977612601032195 0.19440483139666115 0.591547860372615 2.7746620178222656 2973.5764 0.9076202775330329 0.17255569735941403 0.6331371811257888 2.60963773727417 False 12 9200 29.31 98.74 2424.3623 0.9004029478479009 0.18586885093489847 0.5693017192295682 2.8557169437408447 2863.8643 0.908589355505785 0.16614895760539186 0.6151703106315498 2.677253007888794 True 12 9300 29.7 92.31 2124.079 0.9084659943001868 0.185948006326549 0.569915250688626 2.866893768310547 3152.734 0.9164091388026092 0.16429323767871631 0.6145881912000439 2.755016326904297 False 12 9400 29.08 105.0 2215.0403 0.9013619752655173 0.19076164855097374 0.5840019878740174 2.7982139587402344 2993.7202 0.9109701525445737 0.16726146814088994 0.6247150921377068 2.6986865997314453 False 12 9500 28.99 535.1 2171.5093 0.8935823580119296 0.20093775080190474 0.58998620016327 2.6975998878479004 2909.953 0.9041173253577033 0.17568687846788936 0.631465438140046 2.560091257095337 False 12 9600 29.86 124.3 2042.4397 0.9051151865832949 0.1894746389511002 0.5817367246184519 3.085066795349121 2998.9011 0.9144680426817768 0.1664466162111152 0.6239474879663742 3.0385656356811523 False 13 9700 29.25 604.9 2061.8374 0.8972183335179781 0.19679810630809363 0.5960889875414532 2.699615240097046 2925.619 0.9082424228584708 0.17150917909766264 0.6329347876521214 2.5839827060699463 False 13 9800 29.62 283.5 1966.3396 0.8916228709667584 0.20623160585582395 0.6038680864278149 2.64937424659729 2804.7678 0.9039588832796367 0.17924547065785099 0.6388361201087221 2.534233808517456 True 13 9900 29.13 1.12e+03 2392.4902 0.9089411687611693 0.18804157290403717 0.5920386232243935 2.7009575366973877 3156.4312 0.9191166283559296 0.16083218991385015 0.630527819943207 2.5679495334625244 False 13 10000 29.11 995.4 1871.7623 0.896291255567959 0.20190737677889756 0.5955915784016267 2.724893569946289 2880.9124 0.9074111129250284 0.17541768590266313 0.6307035658259734 2.6376137733459473 False 13 10100 28.91 761.6 1849.8588 0.8987384693795695 0.19777318031629404 0.5966612920914202 2.811183452606201 3042.1348 0.9110405927494835 0.1684034950771911 0.6335575664080864 2.723283290863037 False 13 10200 29.71 372.3 1896.4648 0.8914128808647486 0.2053775570785279 0.6049615081906011 2.634263753890991 2960.4546 0.9055472273845203 0.1727396350179728 0.6368307799715065 2.548983335494995 False 13 10300 28.75 97.1 1866.7251 0.8884634082234094 0.22086011694553717 0.6036403473482683 2.649144172668457 2805.7263 0.9031652465921294 0.18645938568752443 0.6389347251709406 2.5526230335235596 False 14 10400 29.08 99.7 2134.6304 0.9009098206403787 0.20396393993761108 0.6035445252809517 2.8334381580352783 2964.3074 0.912327707950155 0.1745367733981216 0.6356882637178441 2.711683988571167 False 14 10500 28.93 212.1 1904.3406 0.8852121054793147 0.22117320481304953 0.6010482200268041 2.642648458480835 2939.4998 0.9010019587022804 0.18420048898443053 0.6369117287573123 2.5147852897644043 False 14 10600 29.64 949.5 1839.8419 0.8952522391150309 0.20672634584188715 0.5996101891673074 2.6607601642608643 3130.6106 0.9083385900986323 0.17510247629019768 0.6355622136202428 2.5541651248931885 False 14 10700 29.18 165.2 1768.1642 0.8845012912550179 0.2221502455685019 0.6110668106640202 2.62408185005188 2779.9768 0.899105390815432 0.18822749232640706 0.6427465911999062 2.5280916690826416 True 14 10800 29.25 358.4 1873.3699 0.8823693180453768 0.22233930861159462 0.6097281691315612 2.6937036514282227 2836.4485 0.8994742835107736 0.1840118313599434 0.6424364942477253 2.6269421577453613 False 14 10900 29.6 715.3 1702.6993 0.887715979918486 0.22152546237103532 0.6034335740410413 2.7147793769836426 2772.191 0.9025254384690284 0.1858415902049741 0.6368709041986385 2.6409363746643066 False 14 11000 28.92 1.174e+03 1653.3628 0.8829179696833928 0.22942528239963886 0.6056051752071763 2.6245803833007812 2701.8005 0.899394711412116 0.19038835599913556 0.637982352677154 2.5191192626953125 True 15 11100 29.48 512.0 1766.7136 0.891830254409929 0.21048087798960083 0.6154441875371265 2.595418930053711 3081.16 0.9103256515050723 0.16741181797104873 0.6441372958981342 2.521728038787842 False 15 11200 29.86 530.7 1731.2496 0.8790283624658557 0.22772460428199012 0.6188957609744965 2.86830735206604 2709.4463 0.897032944650572 0.1876287481294496 0.6460100958799119 2.859764575958252 False 15 11300 29.57 93.87 1806.0911 0.887071961625725 0.22685200424703228 0.6127477784759517 2.6922922134399414 2836.4563 0.9038978443693677 0.18600945189503937 0.6377968820311289 2.649383783340454 False 15 11400 28.81 287.3 1786.0945 0.8951171919350633 0.22197846668008628 0.6071077589377908 2.6318483352661133 2873.4124 0.9082255729094612 0.18600079627214466 0.6401820559887615 2.5392110347747803 False 15 11500 29.03 1.072e+03 1733.2449 0.8760957585366332 0.2350554357487271 0.6185235875416233 2.6216378211975098 2755.575 0.8956536905077764 0.19128349910139322 0.6456631011539895 2.5244529247283936 False 15 11600 29.97 816.1 1943.4421 0.8895961485007507 0.21446927247759848 0.6054521059545335 2.723886013031006 2886.9734 0.903582526140638 0.18058792920691485 0.6425435150236634 2.593435049057007 False 15 11700 28.62 94.84 1864.8716 0.8788279748988874 0.23210026059902136 0.622590063515547 2.591130018234253 2752.519 0.8968750207241808 0.1909307917139799 0.6533816359884027 2.4888112545013428 False 15 11800 28.86 132.2 1858.6624 0.8785885531796865 0.23765450635176644 0.6269017645098266 2.5683836936950684 2771.9668 0.8990508877261597 0.19157175302301616 0.6555630878925899 2.5027732849121094 False 16 11900 29.18 102.7 2258.993 0.9213372571940001 0.17683030880930448 0.31506794530521764 4.000895977020264 3289.1914 0.9285525124417979 0.15408214548385363 0.27643357777848965 4.11767053604126 False 16 12000 28.87 228.9 1839.8865 0.888588993867749 0.22844277903136567 0.5935089562041709 2.7562789916992188 2832.534 0.9048738214590059 0.18737221982876537 0.6288055977832359 2.677095413208008 False 16 12100 28.86 90.02 2077.4453 0.8803573363412195 0.23285774503294795 0.6097060832525806 2.745389223098755 2789.286 0.8988578155097794 0.18978689403302923 0.6431202377287569 2.682952404022217 False 16 12200 28.81 98.3 2321.2205 0.8866165070485598 0.20822146145672984 0.6033332638862626 2.753462791442871 2942.0747 0.9030578776607829 0.16818525679828678 0.6361542452385318 2.6999120712280273 False 16 12300 28.65 176.5 2029.6511 0.8777548612149052 0.23186369116167135 0.6110683693754301 2.6052277088165283 2738.5786 0.8978079601232691 0.18530605709949394 0.6405714185237122 2.5156006813049316 False 16 12400 29.13 86.13 1867.0953 0.8768851850625579 0.24045982835835675 0.6103530884061786 2.593634605407715 2749.3323 0.8972050224182978 0.19257737150846077 0.6408534441991035 2.5006167888641357 False 16 12500 29.15 1.059e+03 1884.5005 0.88107337234801 0.23890600222570146 0.6197144759644508 2.6929612159729004 2756.9155 0.9011404676546463 0.18950980302543605 0.6477574886648841 2.6462273597717285 False 17 12600 29.72 93.1 1862.0867 0.869886666047137 0.24969624419496228 0.6264904001880277 2.552562713623047 2715.0452 0.8938898994101502 0.1949006687796507 0.6506391116153049 2.4810895919799805 False 17 12700 29.05 108.5 1957.3381 0.8913631270087841 0.206746684551286 0.6126093372177489 2.697925567626953 2923.6 0.9085564759925955 0.16290715007235113 0.6446372359612331 2.631542444229126 False 17 12800 28.64 119.4 1915.7594 0.9041336544361082 0.19454223199259163 0.6142775787642938 2.843120813369751 3301.0674 0.9206771044196118 0.15051554609750162 0.6410616675392706 2.744671583175659 False 17 12900 28.92 211.1 1938.5222 0.8803336492672985 0.23850617926422477 0.6151555881882766 2.569551706314087 2746.1292 0.899938078423666 0.19007088774083492 0.643268258436083 2.486295461654663 False 17 13000 30.01 763.3 1940.445 0.8798167018175297 0.23154978748274993 0.6283181049416516 2.61563777923584 2710.7898 0.8997068669937658 0.18196184352069752 0.6505823902035691 2.537285566329956 False 17 13100 29.18 545.4 1719.1239 0.8769911273679135 0.2198625598171206 0.6126699048190053 2.757240056991577 2708.1497 0.8971414370284718 0.17513110483053368 0.6418715662373629 2.718597888946533 False 17 13200 29.75 505.6 1590.4067 0.8732730004082699 0.2449501560534494 0.6221558622465856 2.569032669067383 2586.966 0.8942469245270909 0.19628065400313896 0.6477837138163081 2.51002836227417 True 17 13300 29.51 102.1 1626.9849 0.8687400848922223 0.25165218135086903 0.6286749327812899 2.529832601547241 2578.0505 0.8936152882922985 0.19438518979623298 0.6496719140726634 2.4993226528167725 True 18 13400 29.97 1.017e+03 1903.3007 0.8731469757365199 0.25090429506930395 0.6315768331626774 2.5161688327789307 2717.7925 0.8962396502328571 0.19581524611840168 0.6501748382131124 2.4813294410705566 False 18 13500 29.08 85.58 1819.2513 0.8742199614822693 0.24840931662626012 0.6271071562478349 2.532947301864624 2668.2256 0.8970742448218789 0.1937984099728043 0.6457682856416256 2.5055058002471924 False 18 13600 28.92 87.41 1864.3732 0.8777865688790738 0.2477657315057422 0.6243828449555264 2.6481029987335205 2842.0735 0.9005990739294172 0.19231850032465028 0.6466570022110906 2.6366734504699707 False 18 13700 28.95 88.48 1841.017 0.8699995931781987 0.25929398682827287 0.6356447467105044 2.5388801097869873 2699.5408 0.8960909650466903 0.19815590028103675 0.6535931534172893 2.5273609161376953 False 18 13800 28.88 114.9 1830.531 0.8747206590211593 0.25882967253494316 0.6339780126203152 2.5216832160949707 2761.7617 0.8993273885051134 0.19859613459016248 0.6534841657588745 2.4957051277160645 False 18 13900 28.73 93.75 1802.1826 0.8672962803992081 0.26272977418408744 0.6351902808804444 2.5129003524780273 2677.5366 0.8952661761699032 0.1971001622368542 0.6491428096305474 2.4859893321990967 False 18 14000 29.08 89.05 1756.4181 0.866137812714504 0.26063404607665014 0.6328188016323146 2.5370466709136963 2699.4893 0.892850555694652 0.19901651711212381 0.6518795096720875 2.4831185340881348 False 19 14100 28.75 88.23 1772.4269 0.8713935359584876 0.2550234093729584 0.6317594897090676 2.503715753555298 2702.3218 0.8966275977544665 0.19429573984239792 0.6530101846445598 2.443519353866577 False 19 14200 28.45 106.0 1691.7229 0.8845864484956766 0.2313077499644471 0.5917462047783016 2.9418864250183105 2860.7825 0.9014092412548831 0.18567842543962967 0.6276622632564296 2.871474027633667 False 19 14300 29.01 89.69 2091.884 0.8737741183633536 0.252889412366752 0.6228303583534233 2.5948710441589355 2759.9316 0.8972849736883037 0.19630339238305736 0.6518124878379818 2.5335519313812256 False 19 14400 28.97 107.8 1936.7858 0.8815086976905003 0.24928813134839556 0.6357453224163987 2.5663087368011475 2863.7546 0.9058017017470732 0.18795966815443166 0.6523602080270704 2.517207145690918 False 19 14500 28.81 88.52 1745.4961 0.8622706267346609 0.26285055891837994 0.6370629687723111 2.46036696434021 2744.1926 0.8912071760148611 0.19675107377224987 0.6564325547062918 2.420499563217163 False 19 14600 28.79 93.25 1693.7566 0.861105660301407 0.27526217534339964 0.6492294904924533 2.4693734645843506 2647.9795 0.891564749039708 0.2053442399232171 0.660604884158282 2.4770240783691406 False 19 14700 28.8 86.04 1702.852 0.8625620340449317 0.2751762196455371 0.6412955552041103 2.5329291820526123 2666.002 0.8927724341545223 0.20421772191529206 0.6566394618487219 2.5477371215820312 False 20 14800 29.03 244.4 1683.7773 0.8604547726140717 0.26454633699534746 0.6376240661352304 2.4916486740112305 2741.3228 0.8917493599902399 0.19350871952265147 0.6513872898177329 2.456254720687866 False 20 14900 29.13 1.164e+03 1576.5211 0.8599529930826848 0.2780410421947597 0.6434914762844556 2.4549622535705566 2608.7747 0.8903800818885206 0.20792660171687946 0.659447721896733 2.4387612342834473 False 20 15000 29.84 85.19 1613.5431 0.8571979606634081 0.2767043508791866 0.6481962934125605 2.41515851020813 2567.911 0.8897162810095631 0.20184601013708084 0.6627887713717797 2.4019665718078613 True 20 15100 29.32 924.1 1482.7198 0.8659813794333966 0.2738477676390695 0.6487099548054585 2.4516706466674805 2672.523 0.8962498618886842 0.2018642770479056 0.661475238049997 2.4636433124542236 False 20 15200 28.96 1.074e+03 1726.9211 0.8635989482948391 0.2700054470442212 0.6468649205082514 2.447885513305664 2782.598 0.8955503478512719 0.19464230816561684 0.6587877261103801 2.4229331016540527 False 20 15300 28.92 909.3 1650.4186 0.8772655762465433 0.26331762930916525 0.6500305421178014 2.710761070251465 2770.234 0.9026071359681989 0.19747864872635484 0.6563106156399999 2.7741053104400635 False 20 15400 29.26 691.2 1564.0334 0.864280316383267 0.26885205593725253 0.6400136425707169 2.474430799484253 2791.668 0.8943845903655347 0.19744217549954798 0.6575099750960303 2.4468517303466797 False 20 15500 29.81 1.115e+03 1592.1718 0.8594262447579847 0.2774777042457405 0.6490623082525464 2.57104754447937 2646.7732 0.8915993810952477 0.2021241325735607 0.6565648532123677 2.557931661605835 False 21 15600 29.96 460.7 1631.8148 0.8780636914380008 0.2457681772351047 0.6338712599365177 2.6220664978027344 3017.2114 0.903108841107132 0.18257959556522457 0.6511167516990674 2.61574649810791 False 21 15700 28.93 985.0 2538.68 0.8641201170551566 0.261821274879062 0.6323082463821535 2.5373072624206543 2820.091 0.8912979871960063 0.19937804737292453 0.6493889860386188 2.488509178161621 False 21 15800 29.65 235.0 1677.0109 0.8769909077804923 0.24305743890480125 0.638473082570141 2.564648389816284 2885.7056 0.8996931382597447 0.18557029572702832 0.6549162123679971 2.5079174041748047 False 21 15900 29.16 223.6 1653.6355 0.8624086522630844 0.26974992776763546 0.6527044418425592 2.40728497505188 2739.5625 0.8923552203278707 0.20067237226921267 0.6632459923855638 2.408607244491577 False 21 16000 29.95 116.6 1587.9963 0.8597764192150856 0.2802702410876129 0.6522456545035435 2.448949098587036 2665.002 0.8916629885386184 0.20513900877309743 0.6626949537599441 2.4590070247650146 False 21 16100 29.0 162.2 1930.6882 0.8598576122116588 0.2757846013510188 0.6538996290700801 2.47263503074646 2651.4712 0.8909246707867791 0.2030034255718041 0.664523418951531 2.494513750076294 False 21 16200 29.57 1.113e+03 1847.3615 0.8576870045221733 0.2803729885432149 0.6518027164349686 2.37827467918396 2684.4192 0.8917535459461189 0.20134531468899597 0.664189404360203 2.365351438522339 False 22 16300 29.4 932.4 1818.3152 0.8754418938286226 0.25914392264510805 0.6284593283981477 4.441723823547363 2733.5186 0.9023939090272761 0.18999004030001487 0.6202812045997758 4.469478130340576 False 22 16400 29.46 91.75 1597.1764 0.8592155521986492 0.2759936316140149 0.6423191264956342 2.481266498565674 2658.7559 0.8913909431116203 0.20079241038801163 0.6628849811030227 2.452638626098633 False 22 16500 28.62 236.0 1621.7654 0.8563907226212756 0.28495290170492676 0.6498334008107303 2.3943564891815186 2680.3987 0.8910198473278081 0.20361830268229147 0.6654003679922371 2.3718490600585938 False 22 16600 28.77 986.5 1668.4933 0.8663913440635383 0.2743083265537951 0.6584462464327554 2.6453418731689453 2757.5715 0.8968465964222357 0.19839851348398724 0.6627424724535114 2.6401753425598145 False 22 16700 29.78 247.8 1584.571 0.8526580147872386 0.29051898964355577 0.6663441768494781 2.444289445877075 2652.8918 0.8887499141484334 0.20560234434056537 0.6679449168991725 2.4595909118652344 False 22 16800 29.09 103.0 1586.0941 0.8528899244829473 0.2899016103740064 0.669158117121096 2.298201322555542 2621.5889 0.888271962405116 0.20619768297526453 0.6675770394693162 2.3532609939575195 False 22 16900 29.55 100.8 1684.373 0.8555343989411445 0.29415910045635935 0.6680981616298117 2.3468146324157715 2658.9675 0.8909580141195416 0.20973160091533927 0.6721218770564371 2.3808064460754395 False 22 17000 28.91 92.13 1782.03 0.8673669603413315 0.25717320372868985 0.6375506964354631 2.47786021232605 2819.6904 0.8934915961891993 0.19386809642083735 0.6621937005640375 2.4201440811157227 False 23 17100 28.61 98.85 1876.1254 0.8700926745551151 0.2677930634523474 0.6427017912406193 2.4940171241760254 2739.8665 0.8960538496694607 0.20289304226704577 0.6604607001067945 2.474761486053467 False 23 17200 28.9 113.8 1582.9025 0.8558864187549046 0.2840174484172276 0.6533581113944396 2.445190668106079 2733.6755 0.889211780538346 0.20570819957524963 0.6617439279302199 2.436204671859741 False 23 17300 28.89 87.69 1586.4243 0.853762825796312 0.2921769709790434 0.6637699009578791 2.3212616443634033 2705.7263 0.8910096225256747 0.20464724396850995 0.6678071027692509 2.350597620010376 False 23 17400 28.99 1.144e+03 1604.8085 0.8591747657851051 0.28298036652032776 0.6562889047662421 2.3775055408477783 2900.0793 0.8957026787194546 0.1965337653872964 0.6615980857471374 2.3995132446289062 False 23 17500 29.41 204.0 1650.2289 0.8587430829674748 0.2818917152098307 0.6649586331451626 2.427140474319458 2695.9026 0.8928321119001396 0.20085174936407832 0.6650817590935086 2.449741840362549 False 23 17600 29.32 552.2 1665.2599 0.8566935058190333 0.2806903445195728 0.6613368018310902 2.465092897415161 2747.5334 0.89107641730188 0.2002976233153867 0.6637766100684777 2.5347821712493896 False 23 17700 30.75 923.4 1589.019 0.881359673328562 0.26642572910996404 0.6450727811100764 2.9692535400390625 2968.2803 0.906802003436991 0.19405828358982735 0.6664020465589086 2.9822230339050293 False 24 17800 29.8 90.69 1494.0784 0.8588616313248668 0.27463020353747347 0.6494815681931432 2.432573080062866 2808.8696 0.8939752711285155 0.19294680390125568 0.6658870583317671 2.409787893295288 False 24 17900 29.2 93.25 1471.3336 0.85265139211807 0.2939471970705182 0.6659362051791765 2.3534820079803467 2658.7866 0.8903082348817761 0.2075777147269701 0.6689023653667973 2.3971822261810303 False 24 18000 28.99 1.067e+03 1491.956 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0.8439025307787942 0.31888821584452115 0.6927831693458812 2.3766496181488037 2603.0518 0.8903695832083021 0.20854065916230807 0.6787710057251088 2.5692138671875 False 27 20100 28.29 86.67 1455.685 0.8541111533649713 0.3061092722972289 0.6848768112283976 2.29927921295166 2651.0925 0.8934465436196909 0.20668180765469155 0.6736949500954635 2.4400651454925537 False 27 20200 28.91 88.67 1599.7682 0.8443415186376706 0.30043869874869017 0.6887380203316277 2.279101610183716 2630.9707 0.888654895779511 0.19871787148270512 0.6627461851850147 2.441767930984497 False 27 20300 28.93 86.2 1468.6884 0.8418409220596519 0.3192217091955764 0.6987958221757969 2.1519594192504883 2647.7175 0.8889479203445796 0.2087202301663042 0.6741930100091746 2.3581464290618896 False 27 20400 28.9 86.45 1521.8153 0.8438108068510966 0.3127900704261685 0.6906577203532652 2.5468664169311523 2732.512 0.8877234865681914 0.2104516194378972 0.6522830111737137 2.755481719970703 False 27 20500 28.88 88.17 1436.4954 0.8439972610023683 0.3204168659016126 0.6957872598248829 2.1436266899108887 2697.7668 0.8887971368192527 0.21317945738394956 0.6750587379303601 2.3232433795928955 False 27 20600 28.93 87.31 1376.0756 0.8546471028275582 0.305319282600777 0.687950252022433 2.2225565910339355 2800.5437 0.8947488474529154 0.2042958250840569 0.6596304727533727 2.4237184524536133 False 27 20700 29.03 87.63 1348.5364 0.8367288894946341 0.32271677306378516 0.6975478052694994 2.3340203762054443 2662.9705 0.885320410043882 0.2093548565540401 0.6707690897475674 2.4880828857421875 False 28 20800 29.62 89.1 1466.339 0.8515606689563778 0.3143464866597732 0.6917153918871778 2.345268964767456 2730.4263 0.893579117198392 0.2087111102581919 0.6729214695918971 2.5120787620544434 False 28 20900 29.73 85.88 1561.8789 0.8512084032657361 0.3144953806140043 0.6895712122318636 2.198995351791382 2714.4944 0.8927001873809761 0.21102372327000204 0.6606704810662726 2.394613265991211 False 28 21000 29.47 84.88 1493.2428 0.859780353747564 0.30307913414965887 0.6859294997187834 2.2135653495788574 2723.0286 0.8986443865394468 0.2014916435965219 0.6735805843979552 2.340952157974243 False 28 21100 29.41 84.84 1494.7654 0.8368227627433078 0.32576907634749336 0.7039949113597948 2.1009435653686523 2635.6372 0.8869156469154149 0.20812345922448858 0.6734383524454679 2.358954668045044 False 28 21200 29.39 84.77 1461.2494 0.8376074480161567 0.32154769492323054 0.7073667521362397 2.080026865005493 2620.2046 0.8861228380174043 0.20865445048361747 0.6807227998385463 2.27270770072937 False 28 21300 28.94 86.5 1392.3195 0.8418489975013922 0.3215865470730147 0.705552515790921 2.1544137001037598 2699.6501 0.8909450595327734 0.20396801849512153 0.6757380352898249 2.4226372241973877 False 28 21400 29.06 84.91 1470.0559 0.8488445559031592 0.30709928546862575 0.6977661891460527 2.131344795227051 2776.5889 0.893799463654346 0.19633117297861913 0.6701086580697488 2.336904287338257 False 29 21500 29.29 86.15 1498.3259 0.8470272887787937 0.3103652899088762 0.6994159318793894 2.143369436264038 2775.768 0.8931514329577103 0.19906203038938525 0.673206768874653 2.330644369125366 False 29 21600 29.59 84.86 1387.011 0.8454663933999365 0.31209181844517603 0.6931497025460229 2.346127986907959 2697.0957 0.891864978495756 0.2011828580550224 0.6731362889596618 2.5925650596618652 False 29 21700 29.05 87.26 1392.796 0.8403681943868355 0.32377408468083463 0.7073627851139317 2.0971381664276123 2643.966 0.8899089912923719 0.20578203512488052 0.6745524038457834 2.3650596141815186 False 29 21800 29.04 85.36 1394.4595 0.8440457351922556 0.3142697748865621 0.7102234167677944 2.205598831176758 2664.1377 0.888943232818861 0.20779363600725495 0.6770626824248662 2.3937575817108154 False 29 21900 29.02 86.91 1830.7174 0.8533687434055052 0.302399093724833 0.6912948272620062 2.3381834030151367 2727.0525 0.8931282511168557 0.2034019202831472 0.6659939619744921 2.471789598464966 False 29 22000 29.13 84.8 1965.5873 0.8655701947075826 0.28235828497489757 0.6699927734081792 2.327838659286499 2828.349 0.8967000399506803 0.19763597575958203 0.6533111807867822 2.5375192165374756 False 29 22100 29.23 85.03 1590.7682 0.8503563783416086 0.30127184039618377 0.6812273106135203 2.2403299808502197 2859.0308 0.892809330488913 0.2001115875465776 0.6712792665870766 2.3448569774627686 False 30 22200 29.04 85.57 1695.5353 0.8490834249542533 0.30514000605610975 0.6974402655080114 2.195751905441284 2643.1746 0.8935339521390114 0.19791489531288153 0.6640740063147715 2.399106979370117 False