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 21.53 412.1 61150.395 0.9846064177244235 -0.012434542074547493 -0.43845007095967675 211.08229064941406 80404.875 0.983946818226866 -0.010151274260126363 -0.47177495909818434 210.32150268554688 True 0 100 37.64 282.2 4868.841 0.9718505106783288 0.03065005937148893 -0.4302366291783947 8.140758514404297 5504.439 0.972686244639627 0.026377207275665025 -0.46426421325177336 8.401705741882324 True 0 200 33.45 189.3 5325.503 0.9728229961571526 0.02778344972859038 -0.440464081748087 18.591657638549805 5929.9883 0.9738729963505738 0.023311639064974507 -0.4732487906623013 19.00309181213379 False 0 300 31.96 221.7 4113.948 0.9636960799703896 0.08035079351596768 -0.4307890547299869 5.274799346923828 4764.607 0.9639071769279085 0.07930023037233849 -0.46493777622125854 5.430288791656494 True 0 400 31.7 847.1 4117.4214 0.9632799261084821 0.07262942852347803 -0.35120518653710503 5.138542652130127 4743.3687 0.9629871868745637 0.07377978647285946 -0.3894694006912728 5.278792858123779 True 0 500 30.5 195.4 5566.378 0.9660381195049367 0.041561454074621564 -0.4309507937665024 6.923611640930176 5832.3945 0.9676601102292299 0.037256386099507585 -0.4645058165229785 7.258876323699951 False 0 600 30.51 418.9 4626.2944 0.9700690018871859 0.03354486522432938 -0.4508225283732074 6.376163482666016 5644.8896 0.9689759875121683 0.03682682880504847 -0.48299011933201447 6.619723320007324 False 0 700 31.79 316.9 3825.3652 0.9649398886221803 0.059202895671424983 -0.3932792635446085 5.320960521697998 4753.8384 0.9646497574549822 0.06067313418025619 -0.4251316634968731 5.45521354675293 False 0 800 30.01 621.3 3559.331 0.9594360566027367 0.07154947883330046 0.2747665127035871 4.8799896240234375 4363.7383 0.9594576250974453 0.07178996297740646 0.306836630704106 4.937881946563721 True 0 900 30.12 162.9 3485.2178 0.9576913693538632 0.08173033906284888 -0.43247846482394026 5.604259967803955 4327.816 0.9578984469637036 0.08107074579788422 -0.4614060182018518 5.742097854614258 False 0 1000 30.29 170.4 3650.6091 0.9547909326370793 0.07290129913147546 0.38118149497423187 4.811359405517578 4474.393 0.9565196342060293 0.06787998076497817 0.4111224355722625 4.923656940460205 False 0 1100 29.75 167.4 3251.4453 0.9527965258848585 0.08176872494275722 0.41834436352432985 4.292348861694336 4220.8794 0.9528101355578583 0.08177815907866291 0.4500537185903191 4.317605495452881 True 0 1200 32.95 211.0 3690.254 0.9608293225447567 0.06759253165351567 0.4088706908733664 5.185867786407471 4600.409 0.9621745846433949 0.062409616804298726 0.44209179831347867 5.31520414352417 False 1 1300 41.24 522.3 3852.3271 0.9692575238374755 0.04375892864590855 0.42543850998935157 4.916751861572266 5052.8022 0.9687791383225343 0.0454901438776926 0.45782926636830434 5.020320892333984 False 1 1400 31.51 198.3 3151.448 0.9515608699707068 0.08627752046657476 0.43484974471244264 4.170821666717529 3991.3452 0.9521191702613924 0.08454297150597716 0.4690403329108655 4.179792881011963 True 1 1500 29.86 156.6 3214.609 0.9511386921993498 0.08167614979293922 0.42924533014831245 4.107659816741943 4182.501 0.951371536953403 0.08070935429064542 0.46343303202983593 4.07450008392334 False 1 1600 32.16 947.7 3027.6047 0.9471551846125696 0.09571735711337032 0.4392305303880609 4.033987998962402 3851.8076 0.9481500721687717 0.09203119408037276 0.4731332340593156 3.9785609245300293 True 1 1700 31.71 1.465e+03 2990.4722 0.9456405669762543 0.09824273375647588 0.44401376251215674 4.030703067779541 3782.047 0.9476932417235098 0.09167331591566488 0.478248724440355 3.9615707397460938 True 1 1800 33.26 766.6 2895.9253 0.943661256543945 0.0982944549857736 0.4543364390172765 3.9799611568450928 3644.6438 0.9460330360221725 0.09060890746088354 0.48755364721200206 3.9467082023620605 True 1 1900 32.57 222.0 2833.1057 0.9427408608022912 0.10732697614232017 0.4501372061684849 3.9737613201141357 3600.0566 0.9449062719492803 0.09951521899833098 0.4841096828818378 3.8990578651428223 True 1 2000 36.04 668.2 3412.389 0.9578629200750468 0.053931595283316286 0.4459566672515955 4.952114582061768 4348.7314 0.9580802558442528 0.05345191486104485 0.4805109964804027 4.765544891357422 False 1 2100 44.39 636.3 3285.1487 0.9494626750340875 0.08087699582091754 0.43355329586870056 4.079553604125977 4192.5767 0.9521349490259469 0.0732518874399639 0.4674036673974398 4.037484645843506 False 1 2200 34.55 188.8 3571.4087 0.9587052177359405 0.0605943357030259 0.43955113873425716 4.016538143157959 4943.027 0.957895646367273 0.06195832205196722 0.4723860925836319 3.9541656970977783 False 1 2300 30.87 178.1 2736.085 0.9445202427827425 0.10322991914099515 0.4499078050037504 4.149042129516602 3669.1157 0.946221108221705 0.09683289015773873 0.4843868001351372 4.1300048828125 False 1 2400 29.91 158.3 2675.9292 0.9413036452397368 0.10510313365352474 0.45274698439279637 3.9734766483306885 3556.041 0.9433395259691223 0.09805482674369684 0.4873744889720788 3.894257068634033 True 1 2500 30.34 1.148e+03 2926.7307 0.9429326825024944 0.09559231954386249 0.46664538320517296 4.034427642822266 3867.7192 0.9464965736182385 0.08568695855589688 0.5013896932299147 4.030251502990723 False 2 2600 38.57 1.696e+03 2499.5093 0.9360815133029142 0.12408244028222129 0.4825959176935422 3.827481746673584 3365.3604 0.9392294429896296 0.11400783868720496 0.5180833317657356 3.7272636890411377 True 2 2700 31.19 179.2 2578.5764 0.9360086425395224 0.11176957495876191 0.4786409375970611 4.346210956573486 3457.1135 0.9393285169774095 0.1033229729115699 0.5123631581168825 4.4019293785095215 False 2 2800 30.14 181.6 2636.2961 0.9371063100339353 0.11440290316509215 0.48669488043798614 3.859516143798828 3547.6516 0.9393619982930118 0.10721226694923496 0.521300570230031 3.8266098499298096 False 2 2900 30.98 163.7 2822.847 0.9507227125983869 0.10236272654135348 0.37407550578807736 4.912659168243408 3778.8652 0.9525546502650205 0.09392008266735488 0.4060811688526416 5.006035327911377 False 2 3000 29.57 163.0 2583.961 0.9399612497453457 0.11230205846120575 0.41284157050511683 4.204535961151123 3544.0322 0.9426825965125932 0.10157813405438648 0.4457152894173337 4.117159843444824 False 2 3100 29.6 159.8 2552.0886 0.936401032408757 0.1168396002986065 0.4284885580037434 4.08449649810791 3492.3562 0.939516772150294 0.10604812367125234 0.4622971387269199 4.0506792068481445 False 2 3200 29.46 174.9 2551.9253 0.9346237589901275 0.12112925062260445 0.44150321396278924 4.02985954284668 3529.5037 0.9386707858204434 0.1084503155885036 0.4770470329381288 3.957858085632324 False 2 3300 30.61 193.0 2668.0156 0.9416062847685481 0.10029390419067623 0.45854228904386557 4.01125955581665 3864.2356 0.9429196721598955 0.0958564557699323 0.49358737009209347 3.9103074073791504 False 2 3400 29.94 180.1 2404.507 0.929227637462903 0.1279363246657126 0.4718577775259958 3.9705886840820312 3327.6653 0.9328896484210548 0.11679166829056206 0.5060988588244407 3.954551935195923 True 2 3500 30.36 210.0 2241.363 0.9233454096823756 0.15112725407276462 0.4962249540571853 3.7936453819274902 3159.0007 0.9287001890222307 0.135500590343496 0.529266676720832 3.751234292984009 True 2 3600 30.45 153.7 2256.0156 0.9227319615976625 0.1464449106942183 0.49173535042236016 3.791428565979004 3146.442 0.9281620389381013 0.13125387750403164 0.524523765387547 3.7044484615325928 True 2 3700 30.26 172.7 2174.0708 0.9178092700884092 0.15580463798848523 0.5032491488368274 3.728659152984619 3113.4712 0.924585596162199 0.13822624763969965 0.5362477419324071 3.6503190994262695 True 2 3800 30.38 1.577e+03 2505.7734 0.9417274750848708 0.11292463506187367 0.520699422890725 3.832852363586426 3828.542 0.9444232332035443 0.1039956538048712 0.5542795951747905 3.8324711322784424 False 3 3900 34.8 1.212e+03 2538.1995 0.9355142068207276 0.1268281363413378 0.48120724030623396 3.845705986022949 3465.2502 0.9396196819092738 0.11312628656686778 0.5151368255413379 3.745077610015869 False 3 4000 30.96 189.0 2185.147 0.919744776526057 0.14132192966201845 0.5015912604748928 3.8962998390197754 3189.6724 0.925345809144033 0.12831031129558534 0.5358737847658536 3.762951374053955 False 3 4100 31.07 156.9 2523.0564 0.942695634822646 0.12121176266360081 0.4929717439320204 4.175551414489746 3555.7295 0.9458536774307136 0.10876507094700129 0.528922711480126 4.216493129730225 False 3 4200 30.33 229.9 2567.0237 0.9312334450403238 0.1298826180522618 0.5002185200127404 4.082337379455566 3703.7292 0.9374872344522192 0.11158783930697196 0.5349333112747202 4.120906352996826 False 3 4300 30.34 194.7 2241.1511 0.9270648877962382 0.1401483816477099 0.5341994313306679 3.641601800918579 3266.622 0.9314185137424296 0.12747746828670467 0.5694764301817513 3.5552289485931396 False 3 4400 32.13 212.6 2218.5774 0.9173295858668876 0.15281546930149933 0.5108396880299325 4.0266265869140625 3279.0667 0.9241247259288923 0.13445717866947232 0.54342466200172 4.0546674728393555 False 3 4500 31.58 161.5 2028.7771 0.9096111191061268 0.17163426263680778 0.5342309741675718 3.593698024749756 2964.64 0.9176358689762861 0.15198197231019125 0.5689534501525374 3.5164520740509033 True 3 4600 31.44 281.7 2145.424 0.9195522741471431 0.1488903815209804 0.511884818547925 3.7418012619018555 3108.2422 0.9245254868089681 0.13592668596198726 0.5448179137257082 3.599414110183716 False 3 4700 30.18 215.5 2147.5205 0.9156523162538874 0.1656373912504179 0.5083747980007618 3.7388598918914795 3053.1724 0.9219957670411482 0.14879396756793606 0.5436387023562314 3.6282448768615723 False 3 4800 30.88 289.6 2036.4583 0.9074217818142182 0.17640889937751597 0.5250925597745661 3.6117868423461914 2923.0835 0.9147905408784879 0.15769346488132494 0.559610121664089 3.4927921295166016 True 3 4900 29.81 241.2 1982.6335 0.9070683323564457 0.18271375100564335 0.5354656182540799 3.5744011402130127 2974.4856 0.9153917430756195 0.16177772006371782 0.5694470755460604 3.50411057472229 False 3 5000 31.34 178.5 2095.4185 0.9100316353492158 0.1764613071197036 0.5233874627526313 3.656338691711426 3079.3447 0.9177080210696217 0.15659996333763626 0.557892364068533 3.5126960277557373 False 3 5100 29.82 173.8 2758.8308 0.9492741577764152 0.09372185492309298 -0.0752916705628073 5.674879550933838 4101.891 0.9504823257724643 0.08713353567242962 -0.09520800645484911 5.857889652252197 False 4 5200 30.05 305.7 2413.5127 0.9276605048171653 0.14071142546055862 0.42860899463574054 4.110187530517578 3451.6323 0.9320539523947967 0.12676394179023856 0.46277829428433237 4.093105792999268 False 4 5300 31.04 216.3 2221.907 0.9209611668362616 0.16596824914452238 0.4852586752383171 3.81781268119812 3218.4023 0.9268454645000673 0.1480832875158161 0.5189414706923529 3.76131534576416 False 4 5400 30.06 165.2 2213.186 0.9196600932598366 0.1565779995844804 0.5035830400065393 3.7236154079437256 3243.2239 0.92524245439793 0.1413424143084771 0.5363995740740355 3.6364002227783203 False 4 5500 30.76 205.0 2028.5436 0.906671948534078 0.18292120104967774 0.522107815084232 3.7064411640167236 3013.7903 0.9150414226479954 0.162165012928369 0.5561994265443347 3.6698551177978516 False 4 5600 30.02 172.4 1982.0765 0.9085047119915977 0.19218151142602324 0.5235205939441083 3.6494789123535156 3086.5532 0.9167739314914167 0.17022447674429633 0.5573932410790584 3.573979377746582 False 4 5700 30.26 206.7 1936.102 0.8987086802452842 0.19521094863768684 0.5392759501298793 3.607388496398926 3008.2031 0.909264661052089 0.16986727352438913 0.5738471135258006 3.4522998332977295 False 4 5800 31.46 201.3 1956.7104 0.9041987277361555 0.18704027789950292 0.5444132049147895 3.5438826084136963 2961.17 0.9130630718325665 0.1640968001308399 0.5787149597407827 3.461881399154663 False 4 5900 31.47 250.7 2155.9392 0.9170608396640035 0.16941722415541155 0.5245851437856914 3.6370110511779785 3244.3699 0.9247787529660076 0.14777799275104142 0.5581004141589129 3.565518856048584 False 4 6000 30.64 256.9 2632.573 0.9193309458297895 0.1488474612714376 0.5286047056416239 4.2234039306640625 3702.5596 0.9285745226089421 0.1261535263592044 0.561787620038869 4.0139899253845215 False 4 6100 30.83 209.4 2149.1736 0.9008360708664271 0.18319897916138705 0.5208438546720755 3.668099880218506 2943.8186 0.9108366171375226 0.15884783702173616 0.5532678289858994 3.585940361022949 False 4 6200 30.48 280.3 2142.9888 0.9064206869847806 0.18323373720642 0.5560714037366691 3.4655559062957764 2909.5444 0.9149827494180283 0.15972074709806477 0.5905758243469077 3.373603343963623 True 4 6300 31.4 319.5 1960.3701 0.9022968655759906 0.20186434586717913 0.5625169735938992 3.5707454681396484 2860.2 0.9120040068131855 0.17554471728120966 0.5954463687759981 3.5552451610565186 True 5 6400 34.0 242.9 1953.9187 0.8970864889673829 0.2078344082038593 0.5585433706130584 3.6100518703460693 2875.5251 0.9079142273946913 0.17985656480673773 0.5901519332320093 3.4196548461914062 False 5 6500 31.39 220.4 1921.4147 0.8933040528675597 0.20677047203567617 0.5609021631783172 3.48789644241333 2794.0818 0.9045940387718996 0.17958174243630007 0.5921976835837026 3.44813871383667 True 5 6600 32.03 272.3 1969.0463 0.9021946097830379 0.19178590980742583 0.5610871222207005 3.618241548538208 3022.067 0.9121149144927356 0.16508634445483486 0.5963878161129549 3.6017167568206787 False 5 6700 33.45 355.4 1885.359 0.8983818342914585 0.2000314118531553 0.5570088703533238 3.575518846511841 2882.3337 0.9089341459259467 0.17279843597098743 0.5910037054359291 3.4559884071350098 False 5 6800 34.56 272.2 1806.8544 0.8904903897502402 0.21129612012830792 0.571555417267315 3.3750805854797363 2857.4807 0.9034166018289599 0.17943654743582954 0.6047328267815663 3.2912535667419434 False 5 6900 30.29 207.4 1998.7366 0.9188871933746494 0.17672409141447903 0.5531973625501786 3.91550874710083 3313.948 0.9268349323188835 0.1497691836485077 0.5874307054986151 3.9445245265960693 False 5 7000 33.54 291.6 1819.7742 0.8950284383065605 0.20099165655259327 0.5776746067690275 3.4614217281341553 3019.327 0.9070460923736475 0.17017229095321362 0.6117863026981609 3.418936014175415 False 5 7100 31.92 220.0 1838.7053 0.8971838396977049 0.2030374408406417 0.5761390542684889 3.437481641769409 2971.3354 0.9081393848914577 0.17450424014846042 0.6108937915189286 3.285064935684204 False 5 7200 30.06 185.4 1860.6936 0.8896923989883865 0.20741550125640235 0.5701903678310597 3.383378505706787 2850.8767 0.9032707503905658 0.17539602980256247 0.6047009128469542 3.2337725162506104 False 5 7300 33.87 171.9 2342.0322 0.9358179188179242 0.15420415003484708 0.5399044792536121 5.082144737243652 3532.8418 0.9397994133645128 0.13622103762574883 0.5734041029617558 5.227432727813721 False 5 7400 31.45 200.1 1902.1624 0.8953501444200075 0.2089222542315104 0.5373404182846825 3.6784822940826416 2904.1404 0.905755620478318 0.18122196971132815 0.5694841756048401 3.6674907207489014 False 5 7500 30.38 186.4 1795.9281 0.8940595926145467 0.21093098519495512 0.5642550808356692 3.502121925354004 2813.115 0.9053851035983177 0.1816961221222709 0.5961307993182446 3.360931396484375 False 5 7600 30.3 193.7 1860.5969 0.8904423641065007 0.20221635978600702 0.5568983601117625 3.585836172103882 2855.0374 0.9025354922949277 0.17415448512880632 0.5885947802185835 3.5655062198638916 False 6 7700 33.45 176.0 1829.0028 0.8920660187116662 0.20563570521008936 0.5774267308366695 3.7060885429382324 2924.2659 0.904992345756559 0.17341352138524724 0.610194567737916 3.5745232105255127 False 6 7800 31.16 214.7 1819.4999 0.8956411659669058 0.20905816208921157 0.576769557928242 3.9061639308929443 2883.158 0.9075588476988471 0.1770932037244546 0.6098459222857612 3.6521224975585938 False 6 7900 30.93 170.9 1847.1027 0.8844565501111168 0.21877199024847116 0.5805854635312707 3.343297243118286 2888.4512 0.8991105817712596 0.1833766509498249 0.6129729113646223 3.2280616760253906 False 6 8000 29.95 167.7 2030.8889 0.899591729227263 0.17353874921993326 0.5914292856958082 3.407818078994751 3094.7253 0.911925605111087 0.14449242017997282 0.6277350620408365 3.3621678352355957 False 6 8100 29.98 177.3 1828.7292 0.8951595901759991 0.19750979773074226 0.5844372101437172 3.375692367553711 2888.7402 0.90886861539033 0.16321149326082587 0.6158870192777238 3.3217663764953613 False 6 8200 30.3 156.4 1829.297 0.890808839657537 0.20387139102477786 0.5843096401663075 3.4429469108581543 2837.882 0.9042318567258394 0.17079109498222594 0.6153653506426292 3.4354209899902344 False 6 8300 29.18 181.0 1925.3434 0.9086493113264413 0.18898753595207612 0.5786588290888884 4.252165794372559 3041.2266 0.9174239322922992 0.161208816564442 0.6101038975386798 4.347466468811035 False 6 8400 30.44 161.6 1743.7427 0.8930512696937977 0.2137488814328659 0.5505480355230981 3.534073829650879 2832.103 0.9061252191638511 0.17951020416959063 0.5822062394074229 3.428584575653076 False 6 8500 29.84 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2.8995046615600586 2706.2083 0.8872392420005261 0.20183143676886658 0.6654811733944395 2.908303737640381 False 11 15100 29.37 157.1 1393.8878 0.8620915353843047 0.27379434292266264 0.6510284286369545 3.121417284011841 2649.112 0.8906740484914871 0.20089223921827065 0.6643229734066601 3.0158560276031494 False 11 15200 29.61 158.1 1476.8207 0.8536769807151898 0.28306201821763666 0.6596128858714815 2.827516555786133 2646.1697 0.885472812816854 0.2060744369658782 0.670146497531113 2.8231546878814697 False 11 15300 29.43 160.4 1458.6414 0.8594580326873135 0.2740938419730293 0.6559757934826544 2.8971784114837646 2704.1587 0.890086406675933 0.19659956358984393 0.6668378381796047 2.9525885581970215 False 12 15400 29.37 152.9 1404.6935 0.8545220576717117 0.2836037264569511 0.6696283814291921 2.8089969158172607 2692.4656 0.8874871366492927 0.203145002539452 0.6750953479754723 2.865450620651245 False 12 15500 30.26 177.3 1435.1707 0.8613291045207625 0.25280940346998454 0.6400733461311413 3.02528715133667 2794.076 0.8913021688783909 0.1819162558305005 0.6571636590852227 3.045647621154785 False 12 15600 31.78 154.7 1359.9092 0.8564897173841746 0.2691495233087892 0.6540751631792051 3.0043323040008545 2615.5012 0.8884886413202939 0.1927225088612986 0.6680831380361086 3.0603370666503906 False 12 15700 29.19 152.2 1338.6437 0.8507052101039557 0.2864009549408404 0.6587307901666347 2.8246803283691406 2581.165 0.8846867986436361 0.20607485330066494 0.6692213256382552 2.8247103691101074 False 12 15800 29.51 152.9 1447.7152 0.8765580051594988 0.2696744697530583 0.6455051010205385 3.5533366203308105 2728.6199 0.899705515041907 0.2005891684260701 0.6616660580811605 3.679945230484009 False 12 15900 29.42 151.8 1360.0044 0.8463801082337071 0.2949229455239261 0.6603814330247392 2.9525210857391357 2553.4927 0.8818345532481453 0.21113626718209214 0.6687437951083848 3.0516304969787598 False 12 16000 29.15 153.9 1353.686 0.8498221066721177 0.2929620736810129 0.6647082659646464 2.866208076477051 2587.9438 0.8842870730193244 0.2089699724528359 0.6712223436310932 2.8371450901031494 False 12 16100 29.07 152.1 1332.0999 0.846812665540481 0.2934452480754235 0.6702404752267291 2.747196912765503 2613.7002 0.8836414188601823 0.2060782674207625 0.6738280051751455 2.799060344696045 False 12 16200 29.49 185.0 1303.406 0.8459186266280091 0.2986956607544741 0.6727337503970816 2.7750561237335205 2601.692 0.8823020450436985 0.21142573957363858 0.6746747886845341 2.8423078060150146 False 12 16300 30.55 157.1 1324.5143 0.851307883455085 0.2921899240894658 0.6724829228285265 3.096496343612671 2648.8413 0.8869913332494302 0.2038103630632735 0.6707936049621759 3.0428807735443115 False 12 16400 29.39 151.7 1370.9349 0.8524011945611225 0.2885629104137762 0.6681669787545008 3.1588096618652344 2640.0723 0.8867341766050783 0.2052178709982873 0.6740799231536976 3.063249111175537 False 12 16500 29.04 152.0 1422.5648 0.843026050898337 0.29631210713804323 0.668853042743717 2.7721993923187256 2569.592 0.8803216388940798 0.21008410195376354 0.6726273381474185 2.786895513534546 True 12 16600 29.93 152.6 1367.2543 0.8472373127835411 0.29525507091981523 0.6706064142320944 2.7590670585632324 2595.9373 0.881399652213383 0.21177258544682157 0.6733550178713129 2.7851765155792236 False 13 16700 29.43 152.1 1377.2296 0.8486245815496692 0.29778181457073594 0.6753644505970556 2.821180820465088 2583.806 0.8838309487151649 0.21090182578509895 0.6751110632160033 2.952136278152466 False 13 16800 29.22 154.6 1486.1274 0.8531869322825358 0.260672496671413 0.6432202829981881 2.986747980117798 2777.5222 0.8863566783459269 0.18596671609633048 0.6546059516415123 3.0471317768096924 False 13 16900 29.89 153.1 1425.1364 0.8550421623919666 0.2686321770501583 0.6643949921592708 2.8401317596435547 2655.674 0.8879563709953684 0.18942859954680322 0.6684950951727173 2.845001697540283 False 13 17000 29.23 435.0 1360.6371 0.856219339984638 0.2731577036176446 0.6695548258994384 2.9416604042053223 2833.2185 0.8896120781502038 0.1909727895370569 0.6742981848785182 2.891216993331909 False 13 17100 31.07 181.6 1416.112 0.8479940910145991 0.2882921444749252 0.6744031978952462 2.7175440788269043 2739.2769 0.8846337404303848 0.2006073895858984 0.6732401773235062 2.7966716289520264 False 13 17200 29.22 155.2 1329.6953 0.8441126981327219 0.3026836801485775 0.6758767145353008 2.7141222953796387 2657.4038 0.8823911111488346 0.21221062087453063 0.6717655608007652 2.8229410648345947 False 13 17300 30.01 528.5 1817.4595 0.8832725210280875 0.20397172546292683 0.6150448102626824 3.547311782836914 3089.6028 0.9120580734638825 0.1384617743444471 0.635190252848498 3.4222207069396973 False 13 17400 31.55 208.3 1474.8048 0.8599680873036462 0.2630277849042809 0.6200066402289892 3.0885233879089355 2723.2383 0.8897225018268994 0.19040253841140506 0.6392882400525763 3.054511070251465 False 13 17500 30.5 166.9 1384.0952 0.8532021216973324 0.27729016723697153 0.64780322441187 2.9755783081054688 2708.2363 0.8859710889691466 0.19829187912473747 0.6607231585722672 2.919879674911499 False 13 17600 29.29 153.9 1491.1392 0.8523316175821474 0.28097612848924947 0.6623579396544725 2.8538455963134766 2801.6265 0.8856583555741543 0.20117564558880432 0.6699988838611254 2.8621819019317627 False 13 17700 29.23 151.9 1422.9791 0.8640053419668674 0.28018140244814904 0.6668536318012106 2.8078131675720215 2683.2715 0.8920291081211341 0.2033187223372586 0.6722605198300452 2.8290181159973145 False 13 17800 29.26 151.5 1336.1373 0.8452585581516155 0.29499462080462063 0.6745747994928198 2.961271047592163 2687.1296 0.884282477481874 0.203911437879736 0.6755649781129254 3.1181249618530273 False 14 17900 29.46 151.9 1278.6357 0.8479089819608371 0.300685176641698 0.675574995540405 2.7277584075927734 2598.2544 0.8847169364177022 0.21043275964218308 0.6755696940349547 2.799522876739502 False 14 18000 29.18 151.2 1322.9186 0.8642027263962618 0.28369746287959474 0.6626016315513081 2.8666956424713135 2786.1062 0.8957422493366075 0.19918442015522037 0.6704325626565025 2.864673137664795 False 14 18100 29.21 156.0 1270.0801 0.8396951806762177 0.3049845693623226 0.6765374260457662 2.7123515605926514 2610.038 0.8811757323999263 0.2087395292477914 0.6752771021530223 2.8188982009887695 False 14 18200 29.51 171.8 1302.4127 0.8470821509690415 0.3047103468731241 0.6841018750612307 2.7004263401031494 2647.4385 0.8855277118881658 0.20962314422996023 0.6776281747730669 2.7916085720062256 False 14 18300 30.76 177.9 1319.0645 0.8459412773161143 0.28914661114681367 0.6586778062930099 2.8934595584869385 2631.5925 0.8836176892853942 0.2006834851966433 0.6627949595541248 3.0002031326293945 False 14 18400 30.14 166.8 1319.3256 0.8607744550601413 0.2815955713631225 0.6743638436210819 3.707212448120117 2784.0244 0.8935008556604495 0.19434535085283292 0.6733279419865985 3.5833022594451904 False 14 18500 31.18 160.7 1329.8221 0.8495861299246351 0.29789095578859764 0.6857625057584081 2.7450215816497803 2682.114 0.8866391975352719 0.2045779607837418 0.6782877268120844 2.827293872833252 False 14 18600 29.72 157.1 1351.3813 0.8508981387497266 0.27375238261253376 0.636995638683824 3.01794171333313 2793.2207 0.8856330226799909 0.19357323385577058 0.6522318676263226 3.0065059661865234 False 14 18700 29.82 175.1 1276.0687 0.8436077793692207 0.2941169833816133 0.6671461602988975 2.7893760204315186 2699.7124 0.882228201768647 0.2040186222291851 0.6715613205137075 2.811760425567627 False 14 18800 29.89 152.6 1358.6877 0.8471555002058028 0.28907368080689544 0.6736961475138641 3.0224058628082275 2793.213 0.8863439794880925 0.19636221130960052 0.6736963511367853 3.1952483654022217 False 14 18900 29.68 159.0 1338.337 0.844271051721754 0.30078508624768546 0.681951589658726 2.7500197887420654 2744.9958 0.8836504202936977 0.2072031263833068 0.6766977690416471 2.8246097564697266 False 14 19000 29.9 161.2 1296.8226 0.8439108442738463 0.29935476516691023 0.6766491317510829 2.9633007049560547 2738.1396 0.8836034453666175 0.20613838053435712 0.6739869764478751 3.157532215118408 False 14 19100 30.18 156.8 1240.4813 0.8442343945206284 0.3029038503749684 0.6836199930799378 2.686021327972412 2637.3972 0.884610911122431 0.20610125141673213 0.6783390810660052 2.8202078342437744 False 15 19200 29.62 190.6 1265.2601 0.8432036925820491 0.295738536677122 0.6825093981239297 2.8490898609161377 2735.3896 0.8864079735927843 0.1961396114979899 0.6726390187560538 3.067420482635498 False 15 19300 30.13 157.1 1225.3602 0.8392625608041167 0.307461116771607 0.6918563092260188 2.6641461849212646 2667.056 0.8832143565977164 0.20618441618839872 0.6796154841790245 2.8549094200134277 False 15 19400 29.88 164.8 1208.6771 0.841667487644124 0.31123781923431676 0.6903336732160873 2.8683853149414062 2595.195 0.8844053577872927 0.20985802476801918 0.6783581406076371 3.130399465560913 False 15 19500 32.59 161.0 1209.0667 0.84112054566405 0.305800404514896 0.687981215229389 2.621180534362793 2553.7625 0.8822760367097336 0.20917695091691976 0.6759967649117783 2.770803689956665 True 15 19600 30.46 172.4 1204.1536 0.8428868837707075 0.3019412314003091 0.6957903887844803 2.568951368331909 2671.2356 0.8862873689900609 0.19909640271953127 0.6800362957604225 2.7485647201538086 False 15 19700 30.61 266.2 1167.546 0.8394694538233458 0.31581088998726264 0.6935496430640585 2.593106985092163 2544.8381 0.8833527448196516 0.21201341243463626 0.6789904084549729 2.740037679672241 True 15 19800 32.71 194.7 1185.2927 0.8426815175616087 0.3103633536081973 0.6978072815946967 2.652655839920044 2563.7317 0.8841650851262688 0.20957684771435448 0.6760386033490108 2.8394558429718018 False 15 19900 30.85 163.5 1221.7212 0.8418606655544347 0.30848506738171444 0.6924631600293429 2.614612102508545 2608.8784 0.8841886413823064 0.2069329311959079 0.6754206880193833 2.764202117919922 False 15 20000 29.82 180.6 1309.2357 0.8366081664496855 0.30711985522956337 0.6887206991802163 2.6248371601104736 2678.4612 0.8840215749092307 0.1990745705290826 0.6755531182491761 2.80948805809021 False 15 20100 32.58 181.9 1260.784 0.8368488851288406 0.3220340458275928 0.6970279243041372 2.61956524848938 2562.5425 0.8810687866867453 0.21572267032912693 0.6815035770825443 2.7376699447631836 False 15 20200 30.69 155.7 1264.0154 0.8353648789021371 0.3186774004286953 0.7014139686755338 2.6648592948913574 2607.8655 0.8816224760814002 0.20979461549987968 0.6799350246813479 2.9632036685943604 False 15 20300 29.62 155.9 1218.5431 0.8329051317071908 0.32291690247130533 0.6992656509994933 2.5561981201171875 2538.8103 0.8789148006605999 0.21545635491604195 0.6802298160687965 2.7859573364257812 True 15 20400 29.86 159.7 1247.1598 0.8404027019794008 0.3180795053769098 0.7026502655477461 2.682786464691162 2594.0867 0.8842473495985682 0.21044004059465998 0.6811914743451599 2.801840305328369 False 16 20500 29.55 151.4 1244.4485 0.8340168064480789 0.31828640950219306 0.7046606622620964 2.557487726211548 2557.103 0.8805978511016777 0.2100308472886965 0.6798055197443991 2.858307123184204 False 16 20600 29.41 154.3 1237.737 0.8373092209945008 0.307023929587741 0.7060732576182824 2.520311117172241 2600.5386 0.8833202701485064 0.19866949748358229 0.6840070687688546 2.7410991191864014 False 16 20700 29.36 169.0 1263.9941 0.839255992192597 0.31379118322876925 0.7072597038168023 2.6088616847991943 2640.863 0.884401504002767 0.20403690151755158 0.677707049275929 2.930297613143921 False 16 20800 29.12 154.7 1221.2788 0.8314981238816052 0.324335515531256 0.7114626059917573 3.0170228481292725 2632.356 0.8816102251559813 0.20717965086590281 0.6821552581438897 3.4639029502868652 False 16 20900 29.2 165.6 1215.1544 0.8445148654893504 0.3157503826349964 0.701491795107465 2.5645718574523926 2619.264 0.8865240702986681 0.20898448730552635 0.679906248929897 2.8369688987731934 False 16 21000 30.07 152.6 1183.3323 0.8327143023034713 0.32725907014132793 0.7176801552544314 2.4809837341308594 2596.3271 0.883069049820992 0.20908087182269827 0.6832709459396092 2.747981548309326 False 16 21100 29.21 155.3 1145.2906 0.8359004485461974 0.3254818170283081 0.715845411698954 2.4429047107696533 2583.03 0.8831971932028178 0.21061036339542283 0.687239498104758 2.6985135078430176 False 16 21200 29.31 151.8 1378.979 0.849658799220078 0.2810024902574366 0.6566504030318152 3.5313498973846436 2692.192 0.8905047118250485 0.18394609392514788 0.6541180147386564 3.8305304050445557 False 16 21300 29.67 152.5 1237.6782 0.8464514314923931 0.29521108799724605 0.6987465322544716 2.554856061935425 2678.595 0.8877683604696707 0.1926777950644532 0.6768237794432312 2.7682371139526367 False 16 21400 29.3 151.8 1166.9498 0.8436517786103193 0.3114985268674126 0.7076535054680156 2.5956857204437256 2593.45 0.8876923017845225 0.20270714469515771 0.6788209542212384 2.8417882919311523 False 16 21500 29.38 151.5 1283.3894 0.8394981009731485 0.307668028392174 0.7073225570988093 2.5631260871887207 2621.3564 0.8865504001076039 0.19447681501532507 0.6802177986467881 2.7456042766571045 False 16 21600 29.23 152.5 1237.8088 0.8396779614051564 0.3174181812125631 0.7172287466739913 2.5380899906158447 2592.6072 0.8863850483917506 0.20310226179084087 0.6794164169329578 2.792296886444092 False 16 21700 29.18 151.5 1263.0485 0.8370026168520173 0.2950879178498812 0.7034566387378757 2.616459369659424 2595.9763 0.8826576003224829 0.19084807764173373 0.6786752580244063 2.8648204803466797 False 17 21800 29.46 151.9 1209.3894 0.8392535007634824 0.3139859423756386 0.7110062531969594 2.472709894180298 2564.475 0.88408258163372 0.20474318274274103 0.6794593794154103 2.7748641967773438 False 17 21900 29.16 152.2 1221.5687 0.8364077291046077 0.3063084325156577 0.6842740500696582 2.697493314743042 2611.1294 0.8818674200312242 0.1997519589524448 0.6727943101879575 2.8970353603363037 False 17 22000 29.22 151.2 1179.9523 0.8296165795005127 0.326196893306887 0.7158140514362176 2.490802049636841 2550.174 0.8794198078935312 0.20918636213477182 0.6832968310772977 2.724252223968506 False 17 22100 29.02 152.6 1145.7885 0.8278561376610649 0.3358349640933659 0.7207033903510242 2.5974903106689453 2579.7922 0.8794186078257746 0.21436662468599937 0.6857674171040351 2.7845330238342285 False 17 22200 29.51 166.2 1125.5946 0.8304340890846617 0.329280240367253 0.7220764004060014 2.4146435260772705 2564.3015 0.8824914013880656 0.20679247360545763 0.6849151817396061 2.6986563205718994 False 17 22300 29.35 151.9 1193.01 0.8283012957326074 0.3338704660326939 0.7190657167472287 2.4207513332366943 2552.8462 0.8817901793017882 0.20977759365007329 0.6815006358587367 2.729576826095581 False 17 22400 29.29 159.8 1214.4408 0.8349459963315257 0.3231717972556431 0.7149644224677412 2.494657278060913 2457.3127 0.8818561468982715 0.2094934484418497 0.6840814512485267 2.712939500808716 True 17 22500 30.31 173.0 1192.2075 0.8287170419043908 0.33090692577303826 0.7193493762512385 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