Epoch Iteration Training Time Validation Time Train MNLL Train JSD Train Profile Pearson Train Count Pearson Train Count log1pMSE Val MNLL Val JSD Val Profile Pearson Val Count Pearson Val Count log1pMSE Saved? 0 0 2.243 16.95 1132602.1 inf 0.023512154751472104 0.15898535899571575 24.97433853149414 1235147.5 inf 0.023379634562840992 0.1344545498580452 25.041179656982422 True 0 100 10.76 14.36 79157.31 0.8985281973567093 0.08631302882241279 0.1053519525832387 50.07732391357422 84820.72 0.8989122833391678 0.08459983003687156 0.07676881066003512 50.049774169921875 True 0 200 9.884 14.95 71170.67 0.8947413127766508 0.0990704785419626 0.11726498049673192 33.12828063964844 75605.805 0.8948471906847566 0.10015331228584116 0.09452043740789862 33.16032028198242 True 0 300 9.984 14.16 58606.477 0.863750338513853 0.17911472724210736 0.10979595244599544 21.365806579589844 62260.887 0.8644202884818608 0.1777933924647014 0.09523513170389497 21.44608497619629 True 0 400 9.721 14.85 53802.336 0.8557447955557125 0.1788691358352237 0.01837925494841042 9.41581916809082 56787.633 0.855978811223589 0.18009527571032766 0.017858031205984996 9.564518928527832 True 1 500 12.22 15.02 51536.215 0.8529519375041541 0.19424934304617242 0.09839345994257614 10.276808738708496 54173.45 0.8539106210511757 0.1932314899529884 0.09712775038729032 10.41960620880127 True 1 600 9.844 14.19 58604.2 0.8653162744842244 0.15579387180626508 0.0671160643870565 6.201106548309326 60942.566 0.8648490845804421 0.1585697929996276 0.07258133631767291 6.38299560546875 False 1 700 9.304 14.74 48024.133 0.8389554242591059 0.22047619040848387 0.0741490131176972 4.589560031890869 50354.16 0.8400049432791068 0.21837112792621827 0.08019567285657773 4.799618244171143 True 1 800 9.278 16.03 45887.188 0.8355547090115131 0.23959604704906182 -0.0985829244591056 6.198622703552246 48148.37 0.8367130284131 0.23789502390929854 -0.07260668294307951 6.362009525299072 True 2 900 10.24 14.13 55274.125 0.8478982164250212 0.1849879241126793 -0.07836852841439734 6.473043441772461 58513.992 0.8501230418479047 0.1790766142308021 -0.051548763849661124 6.629013538360596 False 2 1000 8.971 14.8 44621.43 0.8317233582127379 0.23612945483075481 0.011196507810733626 4.822857856750488 47103.215 0.8336624553874215 0.23216284567789275 0.027009802599328756 5.018967151641846 True 2 1100 9.723 14.56 41718.383 0.8304621118230611 0.25413760044406347 -0.12175179789902063 6.086781024932861 43532.965 0.8311939145094246 0.2530981361373645 -0.09502634283591813 6.23872184753418 True 2 1200 10.6 15.96 43417.715 0.8340227946324167 0.23734537024883284 -0.10058626129843404 4.154575824737549 45164.68 0.8347100066018136 0.23786273539094066 -0.07459321175723505 4.368951320648193 False 3 1300 10.05 14.5 39578.2 0.822949321596527 0.25837128515664126 -0.13360725899443143 4.918274402618408 41513.043 0.8240039763664351 0.2564156962259743 -0.10916946213648049 5.097419738769531 True 3 1400 9.959 17.69 40419.766 0.828751819011355 0.24396159925709843 -0.09705710431039576 4.754510879516602 42231.39 0.8291287815889694 0.24305249591653946 -0.07352059788981923 4.939638137817383 False 3 1500 9.652 14.53 36843.67 0.8153238663151351 0.26903458482745624 -0.16987352633095773 4.299206256866455 38421.37 0.8160604080879079 0.2675145467016964 -0.14626424897106363 4.512199878692627 True 3 1600 9.96 14.54 35123.41 0.8120322044032114 0.2853852070026478 -0.09755856249787245 4.955256462097168 36979.93 0.8134399809023736 0.2835397324949149 -0.0723763048076017 5.130263328552246 True 4 1700 12.13 14.91 33327.652 0.8010321719362266 0.2909039816434451 -0.10927193085618549 4.117266654968262 35261.137 0.8029337295455217 0.2877788359666236 -0.08777084316542039 4.357032299041748 True 4 1800 10.12 14.48 37264.96 0.8128377916787204 0.2538445408868452 -0.029738689497635352 4.23513126373291 39124.54 0.8157845486378335 0.2474373420287367 -0.004683339453965443 4.435431003570557 False 4 1900 9.324 14.27 30643.727 0.7911071658818919 0.31413516821996595 -0.009327563678790668 4.073156356811523 32561.893 0.7934642409596516 0.3093826243742855 0.015733370609344984 4.280971527099609 True 4 2000 10.06 14.46 31201.633 0.7952627463510284 0.30182629440188674 0.10177861696319544 3.918078660964966 33032.742 0.7977142569666082 0.29651883080819497 0.11422438845768344 4.1398234367370605 False 5 2100 9.674 19.33 30513.393 0.7934691572998461 0.3039320427497565 0.09548894211321632 3.9199185371398926 32492.186 0.7952868535946763 0.2998751204085892 0.1110835877591678 4.137598037719727 True 5 2200 10.15 14.34 32021.172 0.800944314783095 0.3043070894109744 0.19350977549659443 5.2160444259643555 33756.805 0.8017576998961057 0.30406217253549983 0.19571150985607025 5.408713340759277 False 5 2300 9.326 14.18 29931.848 0.7852930217790525 0.31521716766994456 0.12276807451470403 3.909233331680298 31653.59 0.7866449686124071 0.31426579653100767 0.13272814450271792 4.130817413330078 True 5 2400 9.726 22.05 26237.896 0.7770732811526235 0.3371066547148816 0.21929961798221914 3.6961348056793213 28148.748 0.7789903888271219 0.3347269645776257 0.22309457394836027 3.927205801010132 True 6 2500 10.73 14.61 26610.1 0.7821939086949163 0.32423086061909334 0.2348304475964632 3.674539566040039 28258.773 0.7831094388371814 0.32478395704332297 0.235352691259644 3.9087107181549072 False 6 2600 9.642 18.77 26002.383 0.7732107608092983 0.3563180760001824 0.2423930578250552 3.67718768119812 29213.88 0.7757104129715544 0.35268085992207016 0.2439811226013656 3.907440185546875 False 6 2700 9.296 14.42 25405.77 0.7651429448845244 0.35098471044451107 0.23517635458089559 3.6570634841918945 27800.568 0.7674703195931873 0.3488968174419995 0.235415930023175 3.897559881210327 True 6 2800 9.889 14.64 23469.463 0.758841842047146 0.3629684921888649 0.23840677875376184 3.6698169708251953 25747.857 0.7610767853538193 0.3610410198393031 0.24341436628562327 3.907931327819824 True 7 2900 11.54 14.96 26419.117 0.7674001289545578 0.3455440577878349 0.2010899626003304 3.7910733222961426 28348.13 0.769387314927475 0.3438986004896454 0.20160401055182098 4.022383689880371 False 7 3000 8.977 14.75 24356.242 0.7603877725662713 0.3490205522641187 0.2074066703206546 3.7509665489196777 26108.643 0.7624675098760482 0.3472892737894265 0.21420871269410502 3.9742279052734375 False 7 3100 9.33 14.55 23209.912 0.7645224027577754 0.35684411041641634 0.24533576965985884 3.8758599758148193 24856.543 0.76723603225511 0.35338383171181637 0.2451292322258744 4.097879409790039 True 7 3200 9.861 14.76 21534.043 0.7509828204384548 0.38144206627168464 0.23323890187759663 3.761638641357422 22959.324 0.7538158847361731 0.3778442040883058 0.2360844737473155 3.9864389896392822 True 7 3300 9.962 17.16 22460.553 0.7453422445662434 0.3856907366065186 0.2371867297908433 3.847348928451538 25546.992 0.748397111362094 0.38120446766861715 0.23643333700613395 4.105538845062256 False 8 3400 9.702 14.26 23633.898 0.7576668227090189 0.3657479428388628 0.25830632161005607 3.7143216133117676 27185.963 0.7606658382689724 0.3610360636339353 0.2603431562763704 3.9359211921691895 False 8 3500 9.316 14.48 23936.383 0.7553047315805205 0.3576201907446096 0.05498980264477931 4.111426830291748 26521.06 0.7583384828584029 0.3523635078644625 0.06613249811289382 4.328505516052246 False 8 3600 9.43 15.38 25821.688 0.7720598068858772 0.32900689606338135 0.23211346130117377 3.671839714050293 28420.875 0.7759274376794333 0.3231685612400438 0.2345229734204178 3.904604434967041 False 8 3700 9.635 14.45 22269.027 0.7472178039956212 0.3835913361826076 0.24735514650334603 3.652970552444458 24683.996 0.750504735810414 0.37910263207948275 0.24658093259045238 3.900056838989258 False 9 3800 9.426 14.7 21211.379 0.7430630200291295 0.38565091337603885 0.22234900378309128 3.6768105030059814 23806.643 0.7463453457298351 0.3813110045827331 0.21960135866078903 3.924748420715332 False 9 3900 9.04 14.69 21425.152 0.7407900187304263 0.39389897917017686 0.2314979677877816 3.684325695037842 24712.01 0.7437154961920214 0.3908153172501706 0.23122899476061828 3.933448076248169 False 9 4000 8.135 15.36 20478.678 0.7437440244856561 0.3940124166648884 0.2319749821648478 3.7484724521636963 23003.125 0.7468655235456599 0.3903557788510308 0.231013625462261 3.980079174041748 False 9 4100 9.754 15.0 18923.557 0.7407280620903255 0.4023333756592312 0.2662644169391021 3.6850826740264893 20781.729 0.7441058138236458 0.39727698129352657 0.264776674902849 3.914931535720825 True 10 4200 10.03 14.55 18947.281 0.7334247770151874 0.40314736558705455 0.22087546918777934 3.68392014503479 20859.357 0.7369525880954498 0.39764527439796143 0.22446884289754682 3.9246649742126465 False 10 4300 9.44 14.65 20111.156 0.7521493881398497 0.38438306511511117 0.2768218716672033 3.796520709991455 21835.77 0.7555084767400045 0.3789012022902975 0.27698258510867346 4.017779350280762 False 10 4400 9.555 14.73 18753.943 0.7360301422548868 0.4044283324686903 0.2539097004668236 3.6193153858184814 20465.727 0.7402046147014586 0.39699598471112385 0.25426394173545497 3.858065128326416 True 10 4500 9.965 18.76 21260.041 0.7373996435971497 0.40288926653811585 0.2784159656669711 3.617729902267456 25206.188 0.7410950049917502 0.39721493620272175 0.2762637808150489 3.8549933433532715 False 11 4600 9.584 14.9 18818.176 0.7331739896532917 0.4119334506565595 0.25083548753807794 3.631856679916382 21608.271 0.7368085066426592 0.40528030454260744 0.24428014411254032 3.881459951400757 False 11 4700 9.543 19.93 18262.525 0.7275450041205411 0.4182938255734421 0.26220828561125387 3.6028168201446533 20214.238 0.7319662564173282 0.4107783047745397 0.25877551133779364 3.8468992710113525 True 11 4800 9.952 14.68 19086.352 0.7410817245897929 0.40314138461845006 0.2563104599488297 3.6820266246795654 20602.521 0.7440760823268023 0.39771962798042265 0.2506645949416236 3.9256763458251953 False 11 4900 9.537 14.53 18946.043 0.732223217254416 0.41198017923652186 0.23317526784756926 3.749871015548706 21069.594 0.7350457603306642 0.4083732429517254 0.22611020263439038 3.9942755699157715 False 12 5000 9.353 14.72 18540.68 0.727069935173366 0.4106479450591572 0.21956563197353643 3.771549701690674 20297.08 0.7310084991157696 0.40477710958955154 0.21261963244016754 4.038182258605957 False 12 5100 9.56 14.64 17777.541 0.7368844499562281 0.4249980180253944 0.28159396107297274 3.8193256855010986 19374.428 0.739520663194979 0.42049193492883674 0.2758183035346744 4.053950309753418 True 12 5200 9.809 18.51 17465.46 0.7192627463341563 0.4195988963608543 0.24661538259208574 3.6554059982299805 18777.387 0.7237319272649204 0.41135528248937187 0.23911733126899265 3.9148025512695312 True 12 5300 10.02 14.44 18733.305 0.7241345165440701 0.4198188211640647 0.2585398407436782 3.6115880012512207 20949.219 0.7285358301188312 0.4122440593230795 0.2524233817937248 3.8645410537719727 False 13 5400 9.535 19.52 19069.428 0.7315865454358732 0.41519043900602254 0.2827887994111385 3.6616549491882324 21375.809 0.7354255948914811 0.4071988928830166 0.2789704516215676 3.896634817123413 False 13 5500 9.528 14.72 18590.209 0.732613832888057 0.4088454454715784 0.27762208326610605 3.6442344188690186 20469.348 0.737224664820295 0.4002916703706607 0.27219464044502323 3.8834714889526367 False 13 5600 9.541 14.69 17852.484 0.7276885064636105 0.4197596233288398 0.2654947062178724 3.5945584774017334 20225.434 0.7322452315326444 0.41171710485475427 0.2580857213071001 3.8473105430603027 False 13 5700 8.896 15.28 18198.264 0.7276876533895424 0.4283156631807877 0.27236650122991124 3.600160598754883 21875.068 0.7311328383557238 0.4218829325068348 0.26711469033490814 3.8446991443634033 False 14 5800 9.538 14.71 18088.791 0.723699122490019 0.43002747490566484 0.28950671734357714 3.5594024658203125 20560.857 0.7270128440684227 0.4249311370987665 0.2836464791580706 3.810187578201294 False 14 5900 9.514 15.23 17864.58 0.7200150118896712 0.4306896915891235 0.2733089300606574 3.6089651584625244 19537.244 0.7247558771417029 0.4209235517861711 0.26501683563306305 3.858644962310791 False 14 6000 9.109 19.3 17661.865 0.7135384736665913 0.44431533804443973 0.2876667163360922 3.5847389698028564 20990.285 0.7182322416553558 0.4360083056593741 0.2830299770613661 3.8361237049102783 False 14 6100 9.496 18.73 16941.322 0.7151772679379611 0.440826559743449 0.2875454987753271 3.5614709854125977 19676.75 0.720114911341137 0.431553321892205 0.28450122541681494 3.802253007888794 False 15 6200 9.533 14.65 17401.107 0.7212928047851294 0.4339783999783847 0.27436275056148846 3.595475673675537 20392.299 0.7251101553090193 0.42638467437968514 0.2679921276361814 3.8426270484924316 False 15 6300 9.5 14.43 17095.396 0.7156683572569046 0.4308753314099254 0.24028667530405887 3.6664490699768066 18916.408 0.7195263543061405 0.4226777943271902 0.23105125921183917 3.9288063049316406 False 15 6400 9.624 16.01 16277.661 0.7127941330657416 0.4432071043184944 0.29796020351681113 3.5710277557373047 18073.87 0.7179225942183811 0.432467758505603 0.29154958722915036 3.825695037841797 True 15 6500 10.0 14.44 17512.607 0.7253197583036313 0.42610897534942543 0.27066177920137774 3.5914604663848877 19704.285 0.7291295445071156 0.4172700533371663 0.2598772030412059 3.8512003421783447 False 15 6600 9.322 14.5 16643.848 0.7228054459873917 0.4393254661311757 0.28247465954401213 3.750892162322998 18864.283 0.7276832421175966 0.42972621729245875 0.27575683820570496 3.9884328842163086 False 16 6700 8.845 14.68 15689.622 0.7097522193755766 0.44913081907638625 0.27731460099931743 3.573582649230957 17910.586 0.714512641089465 0.4391288133084722 0.26860507331450467 3.8303415775299072 True 16 6800 9.969 29.52 15521.825 0.7095321609471877 0.46158392141572435 0.28765611003857233 3.6778249740600586 17489.242 0.7150421277192256 0.44978001894194275 0.2801795775460471 3.918990135192871 True 16 6900 9.415 14.58 15337.569 0.7096085049710207 0.45804394223101796 0.2850771468453975 3.56573224067688 17066.523 0.7140416381139018 0.4501842166887592 0.27824332620536646 3.8135013580322266 True 16 7000 9.959 14.23 15316.47 0.7096438213275301 0.4567299496470414 0.28600112032963915 3.658775568008423 16545.896 0.7156476316165253 0.4434390241707168 0.2801195521640505 3.8981313705444336 True 17 7100 9.616 14.73 16260.715 0.7050295118479193 0.4414450301887505 0.28870051126503316 3.646620988845825 18049.572 0.7106697763948083 0.4294472278848139 0.281345575633173 3.9058785438537598 False 17 7200 9.426 14.49 15492.599 0.7035609408321976 0.4659832414407979 0.2993496244071957 3.553525924682617 17949.074 0.7089228822094598 0.4540227283660736 0.2942744472125179 3.794839859008789 False 17 7300 8.259 14.25 15436.06 0.7077202602909606 0.4571718390069639 0.3086355113984652 3.5128426551818848 18318.213 0.7129353402914809 0.4466268030785343 0.3009865181461086 3.7651758193969727 False 17 7400 9.669 14.67 15712.409 0.709833295944862 0.44661658462295806 0.2985757094954601 3.6051366329193115 18775.943 0.7161925472449585 0.43238004332914154 0.29299581573575567 3.8452954292297363 False 18 7500 9.531 16.17 15361.326 0.6982584034352657 0.46400594046919685 0.3102678208015547 3.510263204574585 17875.61 0.7040121463019902 0.45223981091506804 0.30384186986835726 3.7556841373443604 False 18 7600 9.761 14.54 14667.09 0.699498349101431 0.4630428197223466 0.2896561058059126 3.6519322395324707 16737.072 0.7057606543654863 0.45032132988473805 0.27941803242749574 3.9180374145507812 False 18 7700 9.476 14.62 15720.525 0.7022913587450853 0.4574294690636326 0.3037427552820994 3.5420665740966797 17605.916 0.7069087163778676 0.4479177114756696 0.29915458475380935 3.789839744567871 False 18 7800 9.654 14.77 15149.103 0.6989677484202458 0.4710860255555213 0.3071922315359728 3.5029215812683105 17324.875 0.7043601237984027 0.4599828386552021 0.30231477501143894 3.746778964996338 False 19 7900 9.348 14.77 15287.583 0.7026835213869385 0.46316462122948937 0.2967151421240036 3.5457489490509033 17490.338 0.7090845148704433 0.44982295154517254 0.2896121205832527 3.7930877208709717 False 19 8000 9.458 32.52 14487.467 0.7052175519680152 0.4735674645345372 0.3141671361956405 3.559258460998535 16288.936 0.7108424916108791 0.4611860967552454 0.3076512136870517 3.79952073097229 True 19 8100 10.27 14.56 13873.805 0.6911068908427325 0.48553597610878957 0.318570491692476 3.477273941040039 15815.364 0.6978206406453006 0.47172389395843434 0.31423287469634953 3.718348503112793 True 19 8200 10.08 14.89 14496.554 0.6975128771854712 0.476512837424658 0.31868268182449366 3.669586181640625 16284.6 0.7040336172201016 0.4635856065514071 0.31280287115270755 3.9046287536621094 False 20 8300 8.794 14.47 14328.081 0.6902082315723893 0.4689150193806291 0.291990639863349 3.5418620109558105 16373.113 0.6974436765633767 0.4546580716889557 0.28238652371443956 3.7976534366607666 False 20 8400 9.587 18.44 14091.979 0.6860927427540596 0.49062466085668105 0.3141768979076918 3.49835467338562 16782.549 0.6935067251797011 0.47553529324779825 0.30843486860287317 3.7465007305145264 False 20 8500 9.622 16.9 14092.971 0.6901746249954781 0.4759030681265527 0.31450123590752416 3.506408452987671 16023.263 0.6964004448448123 0.46338260685770666 0.30943691139621793 3.7477540969848633 False 20 8600 9.187 14.41 13088.407 0.6910997256027466 0.4916709859307639 0.3240102251194105 3.4766933917999268 14753.486 0.6982648820945068 0.47754506379933137 0.3187024132032749 3.7197582721710205 True 21 8700 9.431 17.09 13220.624 0.6864027109611712 0.49062440122971585 0.317865476563854 3.5078940391540527 14645.533 0.693255858380785 0.4764520685728357 0.31010108387482066 3.754211664199829 True 21 8800 9.621 14.56 13325.151 0.69537138841706 0.48920545397505816 0.31928581935011735 3.679746389389038 14494.426 0.7020655624714905 0.47496435249800556 0.31410161200657294 3.911766767501831 True 21 8900 9.95 14.44 13327.223 0.6823374637424944 0.48963119341910477 0.31263246756451485 3.489105463027954 14536.537 0.6906667652280772 0.47360855339625746 0.30491270370420714 3.7392401695251465 False 21 9000 10.02 14.85 13645.9795 0.6878900974378283 0.47771845016090353 0.31777446614991073 3.5072152614593506 14857.016 0.6954688557023948 0.46324641533291233 0.3109161339685414 3.751868486404419 False 22 9100 9.486 14.47 13782.207 0.7013007243884855 0.47576825779456555 0.3411294776060614 3.4973599910736084 15163.909 0.7085455083607111 0.461121995494315 0.33676834537653844 3.7352185249328613 False 22 9200 9.261 17.19 13751.88 0.6937326739317711 0.4869023619730741 0.33995220420142 3.4472126960754395 14907.156 0.6992152976049337 0.4757952969377202 0.33630597396770473 3.684854507446289 False 22 9300 10.03 14.68 12669.89 0.6808425844309165 0.5031210666327167 0.3387031669795047 3.5102779865264893 14565.582 0.6888695773458078 0.4870957146359404 0.3338254666868314 3.748140811920166 False 22 9400 9.452 19.71 12731.714 0.6782681305193478 0.5015694248794573 0.33785975930108925 3.4777326583862305 14571.166 0.6868761408621724 0.4845121330419422 0.3336147281453504 3.717867374420166 False 23 9500 9.463 14.56 12919.765 0.6814355378019207 0.5035160134100989 0.3350411922119447 3.4717323780059814 14458.54 0.6889658843085563 0.48781935207701566 0.32970968540217555 3.7136893272399902 True 23 9600 9.914 14.78 13646.542 0.6821140527191539 0.5088308083289432 0.33935824333144604 3.4907069206237793 15955.438 0.6895815843784187 0.49430409578817486 0.3354488638468692 3.726198434829712 False 23 9700 9.117 15.06 13227.089 0.6821172037839665 0.49616377422762886 0.3200665697544498 3.4873111248016357 15402.517 0.6901905577700408 0.4798430092839033 0.31392677763957866 3.7348430156707764 False 23 9800 9.518 14.6 13585.392 0.694805257670116 0.48122837600057944 0.33161433613120145 3.451791763305664 16092.457 0.702773016242625 0.46442967761187554 0.32553370137522425 3.6942789554595947 False 23 9900 9.388 14.49 12602.028 0.6789050905330584 0.5076232279039049 0.3316768090106111 3.4984989166259766 14877.001 0.6870080782127077 0.49038067355299353 0.32584150923763044 3.7456257343292236 False 24 10000 9.423 16.09 12822.306 0.6849495708360548 0.502262107643388 0.34597328427352403 3.4633841514587402 15669.879 0.6933018369125498 0.483844268326503 0.3440425365129947 3.6934258937835693 False 24 10100 9.339 18.41 11982.931 0.6736255985956183 0.5182460489484136 0.3375393376709701 3.4350802898406982 14179.92 0.6822788923196726 0.5018175281819303 0.3322863028067825 3.6740055084228516 True 24 10200 10.39 14.45 11755.685 0.6711369182995145 0.513131892294846 0.3433622074913184 3.4373865127563477 13650.1455 0.6800864461102513 0.49586422056723467 0.33890724417819496 3.680208206176758 True 24 10300 9.647 14.44 12290.797 0.6687835712997776 0.512659808170751 0.34184585404352685 3.4300589561462402 14310.206 0.6780079368114587 0.49422808570751736 0.337747369821525 3.6707189083099365 False 25 10400 9.701 14.49 12175.491 0.6790529658367901 0.5175603116583567 0.3465774612515182 3.482743978500366 14030.577 0.6873286813710733 0.5001560391607012 0.3427814580733581 3.7165753841400146 False 25 10500 9.849 14.55 12635.001 0.678219019595043 0.5079286077998033 0.3481205378924397 3.4155285358428955 14693.507 0.6866276838523403 0.49111145205980283 0.343004909405319 3.6576805114746094 False 25 10600 9.332 15.65 12928.782 0.6840724909106282 0.49812970449458555 0.34104927518641154 4.047537326812744 14885.496 0.6923713153031339 0.48238064981025586 0.33525402299445856 4.27205228805542 False 25 10700 9.482 14.78 11658.0 0.6782545668072943 0.5096900146045683 0.34873768762512314 3.4289944171905518 13436.405 0.6874702063576182 0.491525866402306 0.3440699470844475 3.6707770824432373 True 26 10800 9.762 19.87 11413.188 0.6644793096949566 0.524587810835495 0.3462815312540263 3.418130874633789 13114.002 0.6737309421146803 0.5078820939366977 0.340838504844575 3.6587741374969482 True 26 10900 10.05 14.68 11486.973 0.6681379503893993 0.5248849605423077 0.3405409703632437 3.4243276119232178 12890.379 0.677194065112306 0.5067684462180901 0.3331063196977926 3.6716809272766113 True 26 11000 10.11 14.33 11805.694 0.6731955222142673 0.5249380577953335 0.3574810934985083 3.3952298164367676 13236.763 0.6813318693277712 0.5074998442324934 0.35512262352828894 3.630864143371582 False 26 11100 9.324 14.53 12622.56 0.6680741540658142 0.5098363318366711 0.3528470839748088 3.412694215774536 14173.8955 0.6773494859659923 0.4900579093700571 0.3500230486249866 3.647571563720703 False 27 11200 9.687 14.64 12121.206 0.6575657761979173 0.5335785518034292 0.353902657235988 3.3940181732177734 14374.833 0.667715771838665 0.5136245745461276 0.34887878094207975 3.634875774383545 False 27 11300 9.351 15.54 12404.293 0.6521350622214223 0.5331108035966262 0.35444157883122396 3.398635149002075 14977.397 0.6637428028276042 0.5107022900684649 0.3487455083851644 3.642221450805664 False 27 11400 9.663 14.64 11708.044 0.6567885410462979 0.5381655705710264 0.3533817852102056 3.409268617630005 13702.71 0.6676871386079732 0.5170357934727148 0.3492519907932856 3.6431007385253906 False 27 11500 9.644 16.2 12381.941 0.6637272360117682 0.5249494967079708 0.3501544240603831 3.3984053134918213 14366.666 0.6735524813448797 0.506073852902248 0.34574834424814666 3.63675856590271 False 28 11600 9.567 14.5 12072.705 0.6687500253227683 0.5370082405329425 0.3622655003232985 3.404270648956299 14484.148 0.6784543231227899 0.5173577848014657 0.36025057180515285 3.6380460262298584 False 28 11700 9.655 14.08 13193.93 0.667692907720946 0.5265183614674724 0.3551804271847927 3.3961422443389893 17236.104 0.6786777077122258 0.5034213362969704 0.35195786407861995 3.6306228637695312 False 28 11800 9.333 14.77 12313.21 0.6700110309300614 0.5255978369856018 0.3619249074354501 3.4197518825531006 15415.026 0.6808165403014651 0.5034519894595956 0.3580661961414098 3.6517908573150635 False 28 11900 9.494 14.63 11041.294 0.6564848053341817 0.5402938454137373 0.35720457699189695 3.3961703777313232 13262.388 0.6667939353631611 0.5198849538892172 0.3511947964798556 3.6400320529937744 False 29 12000 9.161 14.43 11384.602 0.6537519186478689 0.5405826160087596 0.3625555764547353 3.383138418197632 13594.311 0.6650132823325977 0.5184769546694421 0.3584826079470631 3.6215102672576904 False 29 12100 9.506 14.64 11986.1455 0.6523849607883875 0.5289489246725229 0.35727422728384767 3.3798961639404297 14680.324 0.6654775823705799 0.5045555248982664 0.35314857153661583 3.6166515350341797 False 29 12200 9.484 17.85 10794.032 0.6512817352327123 0.5471754778893186 0.354673404697086 3.3926498889923096 13221.323 0.663851143738914 0.5232719029581884 0.3492368516143517 3.6347877979278564 False 29 12300 9.519 14.59 11110.88 0.6508306260236082 0.5431972137283129 0.35906570170428465 3.401911497116089 13312.143 0.6626895290619056 0.5188101207572041 0.3536453392146547 3.6460397243499756 False 30 12400 9.294 14.36 11522.566 0.6611998620847892 0.528721720276356 0.3608371532646346 3.3924636840820312 13216.696 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0.566313072837762 0.399225551478527 3.504843235015869 False 41 17000 9.47 14.32 8352.511 0.6073667025798588 0.6119788576908048 0.40359928455327676 3.2584733963012695 9620.352 0.6273868111813741 0.5742652321767295 0.40150081223859185 3.4834017753601074 False 41 17100 9.428 15.6 8267.259 0.597933253030746 0.6212235342009943 0.41364133769654526 3.322519302368164 9572.146 0.6189502283333217 0.5827902963526762 0.41394926325645987 3.5359139442443848 False 41 17200 9.541 14.42 7961.5327 0.6038251044185544 0.6203431967175542 0.4100058643065851 3.276799440383911 9266.641 0.6243811198534605 0.5807997643821907 0.4091063919993408 3.5036098957061768 False 41 17300 9.473 14.63 7824.6045 0.5984147120067692 0.6252164600653222 0.4157167116713629 3.2190752029418945 9131.941 0.6202368885380309 0.5831219463010507 0.41666418624872703 3.434067726135254 False 42 17400 9.846 14.75 7715.264 0.5974933545073391 0.6274396751304929 0.4187666697273932 3.227307081222534 8838.33 0.6182821474628559 0.5884226133946477 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False 44 18500 9.443 19.18 7996.4243 0.589648393204275 0.6392438842135524 0.4301535247225688 3.173081874847412 9461.398 0.6133769641439492 0.5939778077989376 0.43082505275701316 3.385572910308838 False 45 18600 9.401 14.62 7925.808 0.5861341635041823 0.6381239604164797 0.43256607244169326 3.1656534671783447 9121.733 0.610321581078082 0.5937919252316481 0.43358885642486356 3.3742282390594482 False 45 18700 9.461 14.43 7464.0522 0.5997909367977456 0.6379639466634368 0.4307571893895416 3.184002161026001 8530.5205 0.6223054939932182 0.5931596156557483 0.4308471321217106 3.401514768600464 True 45 18800 10.02 14.84 7966.01 0.5992514635614162 0.6291139900164122 0.43527830620228164 3.2003300189971924 9234.292 0.6213026891002138 0.5868674290871482 0.4362155227396225 3.409158229827881 False 45 18900 9.448 14.23 7747.945 0.5816596435262763 0.6440224414221177 0.44069178159368344 3.135570764541626 9108.166 0.6070123821636699 0.5978675746042104 0.4443107462186594 3.3368449211120605 False 46 19000 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0.7234647767052756 0.6001654176108325 2.5706865787506104 7287.1543 0.5647392388001731 0.6520733980795351 0.595924075697964 2.7669551372528076 False 68 28200 9.462 14.63 5799.9326 0.5299324602954875 0.7260662128442724 0.6062031089173413 2.5568201541900635 6882.1514 0.5678511457147073 0.6546127227030536 0.6042773079578252 2.7425503730773926 True 68 28300 9.86 14.56 5863.127 0.5306974474718317 0.7210483084265178 0.5990009134336564 2.7404558658599854 6932.5874 0.5698603016583321 0.6473659941420734 0.5964497094592439 2.917520761489868 False 68 28400 9.21 14.73 5750.09 0.5265517505700642 0.7274067887650548 0.6077345571086247 2.5136585235595703 6837.8594 0.5656915652677557 0.6529347174456231 0.6027416451463018 2.71242356300354 True 69 28500 9.702 14.52 5751.014 0.5300153200256376 0.7256191250261631 0.6172513318784452 2.49291729927063 6830.2314 0.5685959831621473 0.6518074336043388 0.6119866859477263 2.690422296524048 True 69 28600 9.681 14.11 5727.6313 0.528171161804238 0.7302648555642896 0.6179168230779164 2.544581413269043 6789.9985 0.5669457052210022 0.6563721922973618 0.6135595662055703 2.743459463119507 True 69 28700 9.866 14.53 5766.214 0.5192145088483319 0.731207373576632 0.6269625609629507 2.408796787261963 6773.546 0.5598878984995336 0.6551125040962728 0.6218660838200024 2.5992579460144043 True 69 28800 9.86 18.51 5930.5146 0.5285964892947591 0.7237301531335846 0.6252422477337486 2.4343435764312744 6898.279 0.5679163200216197 0.6483670339513617 0.6196922409229021 2.628795623779297 False 69 28900 9.301 14.65 6769.861 0.5478870040132956 0.7028690738337712 0.594986200872336 2.6279525756835938 7752.398 0.5843025941262096 0.6323644182645788 0.588847804791498 2.834979772567749 False 70 29000 9.216 14.42 6473.3804 0.5497627455092453 0.711736459062323 0.6326032564485203 2.5754778385162354 7440.7383 0.5845293248905271 0.6428932394495356 0.6289977898970471 2.7747161388397217 False 70 29100 10.34 14.95 6541.166 0.54685845415796 0.7099561288751166 0.6216735345309424 3.1316585540771484 7622.5186 0.5841042989418963 0.6364789490472742 0.620094190432314 3.2749037742614746 False 70 29200 9.485 14.31 6233.446 0.5397607320525935 0.7203979874730388 0.6237846057437914 2.5531959533691406 7257.403 0.5774218079286879 0.6456654830511416 0.6169594239031775 2.7532718181610107 False 70 29300 9.27 14.56 6064.7617 0.5325945199122439 0.719139281426687 0.6345535853963414 3.186314821243286 7086.0454 0.5693949305662551 0.6480205265526731 0.6256460550719377 3.4158711433410645 False 71 29400 9.728 14.42 5737.0366 0.5260739386401004 0.7308911137841063 0.6277215960352621 2.428849697113037 6847.0347 0.5645652154905326 0.6568944180598969 0.6181389164373352 2.6395375728607178 False 71 29500 9.466 17.2 6139.4 0.5313076960308201 0.7159244955814164 0.6433755219611874 2.4633381366729736 7232.215 0.5698675469290342 0.6425649659886017 0.6356028979842269 2.659640073776245 False 71 29600 9.616 14.66 5854.676 0.5249240902746432 0.726326363094417 0.6521114619037872 2.4254167079925537 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0.555273746110433 0.6598952386291679 0.655322665989866 2.477853536605835 False 73 30200 9.644 14.62 6163.5493 0.5228663169110794 0.7301134395437464 0.668207424871274 2.358219623565674 7268.3936 0.5626615928498089 0.6543531283514181 0.6578497065535602 2.5522472858428955 False 73 30300 9.598 14.63 6108.1113 0.5224022769988015 0.7306287447705895 0.6666740294597033 2.4889583587646484 7368.9727 0.562187723573281 0.655357211277684 0.6566878512494249 2.6751346588134766 False 73 30400 9.49 14.64 6273.82 0.5325452968050967 0.7213804904924779 0.6655071228443437 2.2321155071258545 7603.0273 0.5704846562980863 0.6475376070928157 0.6557788072824352 2.4320321083068848 False 73 30500 9.452 14.53 5903.0835 0.5263815729836216 0.7311929021709671 0.6751702747327137 2.232992649078369 6953.945 0.5662143956601294 0.6535173291591095 0.6602250959328337 2.455263137817383 False 74 30600 9.559 15.11 6093.9263 0.5258148684301037 0.7313118682891345 0.673160335502089 2.3383381366729736 7093.0977 0.5649452474523605 0.6559175488523492 0.6593233059891616 2.5660338401794434 False 74 30700 9.63 17.82 5875.7456 0.5206588294862304 0.7353609413729257 0.6827515022831386 2.172837734222412 6959.7856 0.5619457775444088 0.6583716256648677 0.6706064700790774 2.382603883743286 False 74 30800 9.666 15.03 5845.0444 0.5298491942167463 0.73367270950044 0.6878382183011905 2.7068333625793457 6908.8594 0.5689663696166117 0.657265060620995 0.6753474474866606 2.890580654144287 False 74 30900 9.473 14.58 5852.387 0.5228415446615067 0.7393230005176441 0.6867770792247558 2.217068910598755 6899.719 0.5625060189159804 0.6640994767674377 0.6714257891599291 2.445847749710083 False 75 31000 9.744 15.3 5790.445 0.5258876093637662 0.7379573867848268 0.6936259855289599 2.3891754150390625 6874.514 0.5645058078029056 0.6630161133414377 0.6774898483582328 2.593017101287842 False 75 31100 9.57 14.65 5971.7573 0.522173402272016 0.735134282213063 0.6980978432074118 2.1560137271881104 7244.8486 0.5625939087550724 0.6585109991242691 0.6823422889662901 2.3814737796783447 False 75 31200 9.499 14.22 5752.5537 0.5221765979323871 0.7345321753197461 0.7041166955940322 2.2146408557891846 6898.43 0.5631729103641836 0.6562798038279084 0.6887649373291689 2.425936460494995 False 75 31300 9.523 14.22 6014.0713 0.5151924377576618 0.7391556108862127 0.7097837363308548 2.190316915512085 7196.3755 0.5579926630362172 0.6605304259842424 0.696689019714657 2.3869221210479736 False 76 31400 9.553 14.05 6058.6006 0.523868407761339 0.7314224692708851 0.6856705517471607 2.117644786834717 7234.9907 0.5644542241385341 0.655370726291879 0.672083011922973 2.3282864093780518 False 76 31500 9.599 14.72 5880.2266 0.5212482282297061 0.7340106647700984 0.6823433715613538 2.1166937351226807 7057.576 0.5622906012423854 0.6569766724732148 0.6679065755381157 2.3298139572143555 False 76 31600 9.538 14.87 5741.111 0.5196719940681784 0.74259883910045 0.6989173445976179 2.1121230125427246 6893.6147 0.5607474198618639 0.6645849831036721 0.6836317025813833 2.3414201736450195 False 76 31700 9.394 14.98 5808.2515 0.5170689513454806 0.7427487133389777 0.7064231368220315 2.4454445838928223 6883.477 0.5585637513914546 0.6650367270996936 0.6896660840476367 2.695329427719116 False 76 31800 9.547 14.16 6187.679 0.5207537117390175 0.7391300261530831 0.7115088753674945 2.109951972961426 7286.3613 0.5615956236914489 0.6619625921004513 0.6945241990217723 2.3449692726135254 False 77 31900 9.277 19.18 6162.411 0.5437750569646276 0.7207202693861144 0.6894245314849148 2.360778331756592 7137.1885 0.581501274116541 0.646703331507164 0.673543748489602 2.6049463748931885 False 77 32000 9.36 14.59 5853.762 0.5202831746454774 0.7406917137065998 0.7130882830823515 2.1366569995880127 6873.2627 0.5615148543058867 0.6626169560262524 0.6953539814271739 2.3508543968200684 False 77 32100 9.534 14.92 5690.8965 0.5093528157148944 0.7465131910580385 0.7278955506388711 1.994070053100586 6772.2197 0.5531793379859601 0.6661589652553904 0.7113243974224426 2.206498622894287 True 77 32200 9.929 14.53 5758.472 0.5061056311425941 0.7479399598782255 0.7333305154554792 1.9567677974700928 7040.956 0.5504356199476421 0.6675822350025699 0.7150068657989291 2.1755144596099854 False 78 32300 9.484 14.38 5899.5537 0.5174820396932592 0.7403958222282825 0.7273911273987874 2.1087028980255127 7092.318 0.5602867693824344 0.6600219908318719 0.7079199294174414 2.357815980911255 False 78 32400 9.331 15.29 5523.2505 0.5176011059728655 0.7450463110777441 0.7349024485531955 2.1447014808654785 6602.966 0.5588693034921608 0.6658550308241089 0.7152670097270588 2.397902727127075 True 78 32500 9.672 14.54 5562.7925 0.5107449917624167 0.7436860364053326 0.7235565092857401 1.9087567329406738 6648.597 0.5536853653211854 0.6632806375609152 0.7046176002269701 2.1422228813171387 False 78 32600 9.59 18.3 5597.0835 0.5093911232783326 0.7446821043761751 0.7438394274907142 2.6085143089294434 6765.282 0.5532015838521033 0.6637586057981232 0.7243353548259939 2.794006586074829 False 79 32700 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0.5048516102444787 0.7499467923485987 0.7556663382812678 3.5253512859344482 6710.952 0.5500581311429362 0.6667644678019758 0.7328879209445425 3.700989007949829 False 81 33800 9.403 14.2 5523.7876 0.5041926200518441 0.7526091593175706 0.7753688379642383 2.004140853881836 6557.755 0.5482299149559278 0.6712085852313158 0.747984992649034 2.292922019958496 True 82 33900 9.914 14.65 5460.295 0.5014145439208044 0.7569788172264582 0.7695935418849305 1.7482600212097168 6503.4307 0.5465559968750551 0.6739369888432772 0.7452564975229943 1.978967547416687 True 82 34000 9.968 18.42 5393.4624 0.5083093283617247 0.7526949894774667 0.7615509657300044 1.8388652801513672 6444.713 0.5521261796046928 0.6710533955422243 0.7352073885968363 2.1248552799224854 True 82 34100 9.701 14.53 5649.503 0.5125763673433318 0.7488826275348904 0.7620970407888155 1.6963508129119873 6972.612 0.5561004398849628 0.666485900991245 0.7340741620415102 1.9669766426086426 False 82 34200 9.574 14.63 5459.1323 0.5115655068448166 0.7509042614018717 0.7741652456513258 1.6441190242767334 6525.704 0.5546360483810762 0.6683564284903716 0.7489968915074416 1.8931936025619507 False 83 34300 9.361 15.04 5322.9624 0.5111393021888057 0.7558868704985182 0.7769448026910044 1.8156346082687378 6365.7363 0.5544690489379008 0.6728976799865379 0.7489226189973028 2.109389305114746 True 83 34400 9.986 14.29 5384.1567 0.5016452952359804 0.7554799166430622 0.7829311680797499 1.6530348062515259 6512.3906 0.5475290359323687 0.6702044117443634 0.7546644580745138 1.9141807556152344 False 83 34500 9.384 14.53 5319.1665 0.5022201176396088 0.7588798108104622 0.787351185899694 1.8369866609573364 6360.589 0.5473297584859441 0.6751046674172922 0.7601638606643312 2.070178747177124 True 83 34600 9.915 14.5 5216.4395 0.49707274024562303 0.7619554796541095 0.7842273737225145 1.51485013961792 6306.9185 0.5429110703784386 0.6769985246079858 0.755523576335434 1.7922171354293823 True 84 34700 9.862 18.79 5446.409 0.5003584557260178 0.7582469774076879 0.7961165713878079 1.6740792989730835 6474.527 0.5464529555669865 0.673019600616642 0.7671815562967124 1.9225066900253296 False 84 34800 9.465 14.36 5494.352 0.49800036668576697 0.7559986867743487 0.7938385013435716 1.5574012994766235 6591.501 0.5451254086522641 0.6694802032907317 0.7637579049391902 1.831196665763855 False 84 34900 9.449 14.0 5492.3247 0.49826628092585523 0.7581581029063816 0.7965205841366549 1.4978713989257812 6518.435 0.5454193960369663 0.6716916592809192 0.7659269028031792 1.7762537002563477 False 84 35000 9.221 14.61 5233.79 0.5007144843006955 0.7634825500083358 0.7975171952738553 1.846801519393921 6238.865 0.546572405718291 0.6778490385051447 0.7650535394070168 2.1603031158447266 True 84 35100 9.809 14.58 5359.1 0.4936862039581231 0.7666808754526886 0.8073346585687616 1.4606808423995972 6479.923 0.5416173735865477 0.6787301011348934 0.7764443226820612 1.7374998331069946 False 85 35200 9.319 14.78 5458.0264 0.4986446075607502 0.7623337540696165 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