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 16.62 611.4 53664.547 0.9850588837504622 0.005244947292133259 -0.28570163236488283 614.9398193359375 19708.83 0.9859680839836272 0.004574699197236251 -0.42813273810848346 621.5454711914062 True 0 100 29.2 92.57 4310.6333 0.9866326905708993 0.0031156935206176203 -0.3936743975562895 15.191576957702637 1988.4581 0.9874724272808655 0.002889682810998092 -0.5111297137236464 14.216279983520508 True 0 200 29.78 73.37 3164.403 0.9791228821424035 0.036646796231793594 -0.39281096309949737 11.048273086547852 1682.0221 0.9801944779464179 0.03669348096602656 -0.515093132740615 10.25876522064209 True 0 300 29.66 72.0 3449.3843 0.9837354513281841 0.015769962659563284 -0.379042169949936 4.558720111846924 1906.9974 0.9847317302609517 0.014787468166385521 -0.505265067348628 4.414302349090576 True 0 400 29.8 84.07 2668.297 0.9759032106497992 0.048110632107005995 -0.37934876603043816 4.585009574890137 1544.4591 0.9770395349524204 0.048380228425059006 -0.5088135559551641 4.448034286499023 True 1 500 37.59 62.01 2364.3806 0.9743749559741136 0.043894986337641 -0.3532895195522108 4.4172868728637695 1538.4949 0.9754447180023401 0.0436941677503455 -0.4727990082110262 4.380062103271484 True 1 600 29.75 68.98 3627.0432 0.9834363022709033 0.016856689269446522 0.1850522669944273 8.773316383361816 1972.3077 0.9845782223906057 0.015511155686443286 0.221729179269965 8.08309268951416 False 1 700 29.42 78.21 2453.986 0.9693864706768698 0.057152136697075584 0.3521288010880193 3.973276376724243 1497.9703 0.9711710137255762 0.05500086306321628 0.46334069009251727 3.651320695877075 True 1 800 29.87 68.71 3002.7815 0.9730106413837387 0.052649443910377666 0.3191355724321848 6.355453968048096 1763.3945 0.9742350545298096 0.052038746800591826 0.42441294136739366 5.81156063079834 False 2 900 29.15 67.32 2182.9702 0.9702497167050466 0.05989877422175885 0.35704717275709236 3.945993661880493 1479.6831 0.9728472496902678 0.056107526504565075 0.4690654623758145 3.542477607727051 True 2 1000 29.5 61.1 2038.3281 0.9680117064243492 0.06723487280325241 0.3654772545569774 3.741053581237793 1443.0851 0.9704642665678238 0.06508351137368763 0.48347203506038205 3.3843982219696045 True 2 1100 29.57 65.72 3908.8333 0.9687414656427314 0.059552100540974144 0.32712233043915395 3.956268787384033 2398.1846 0.9702369705144096 0.05954925439014302 0.4167585458597206 3.7537946701049805 False 2 1200 28.85 76.85 2097.0862 0.9693825812449225 0.054223010069932874 -0.35927195448197546 4.9913434982299805 1492.916 0.9710726633731753 0.054872590319161765 -0.49343068538919216 4.984411716461182 False 3 1300 29.48 52.26 2506.9517 0.9729714512665634 0.04139096893867505 -0.10735330862595069 4.3750786781311035 1547.8575 0.9748410578454288 0.04083976432992102 -0.18046301050179317 4.166806697845459 False 3 1400 29.08 56.31 1928.236 0.9707006813031904 0.051830564741222135 0.35608151477741035 4.631113052368164 1454.5983 0.9732508980969576 0.05113672771786331 0.46065676338256756 4.114080905914307 False 3 1500 29.16 56.64 2062.5747 0.9656765518796908 0.06895373209374041 0.3616597857978508 3.948294162750244 1575.7919 0.968081077142741 0.06765675549423161 0.4619925820904043 3.614705801010132 False 3 1600 29.13 60.31 1838.358 0.9676214837496554 0.0766030548215538 0.37301380412417495 3.7681758403778076 1416.5743 0.9701195835639961 0.07444211802698647 0.4833997473721444 3.4045138359069824 True 4 1700 29.33 55.23 2027.8999 0.9668791880156125 0.06316856262180401 0.3684622397628386 3.6263880729675293 1416.9971 0.9694828357403652 0.061326936232940464 0.48055853291880096 3.1703035831451416 True 4 1800 29.47 72.27 1813.4791 0.9662423233051116 0.06644613031450788 0.37858457415275737 3.585466146469116 1389.4281 0.9690635881937588 0.0644652483353117 0.49142816556896884 3.0900397300720215 True 4 1900 29.67 154.7 1961.9866 0.9655276631337791 0.06924601796411178 0.3508077809863749 4.350840091705322 1434.0597 0.9681883737044351 0.06637652011719891 0.4613671711792276 3.8837616443634033 False 4 2000 29.0 55.3 1722.5757 0.9654769169006925 0.07157828341574624 0.36631779940354203 3.6656887531280518 1382.8141 0.9687445054850161 0.06825819425082491 0.47829284989602966 3.2131552696228027 False 5 2100 28.84 52.0 1740.4928 0.9696251522286775 0.04987588495018643 0.37550080018683896 3.616522789001465 1450.8169 0.9728767948031358 0.04672659974238223 0.4889928806329933 3.1634373664855957 False 5 2200 29.08 56.81 1647.6302 0.9593546268287033 0.08350523400492497 0.3764217563315187 3.654505491256714 1403.2717 0.9626758774561561 0.08111402118469764 0.48543082860934406 3.226087808609009 False 5 2300 28.94 62.74 1574.6058 0.9616675328662886 0.08838404699664355 0.3795674511476736 3.6549253463745117 1382.6069 0.9656280196822616 0.08255112966067087 0.4921490154434178 3.1500582695007324 True 5 2400 29.61 70.45 1495.3671 0.9580972397419224 0.08468507797394946 0.38273443499275905 3.612738609313965 1324.1519 0.9628772282263293 0.07984138364928287 0.49522295383342435 3.145486354827881 True 5 2500 29.35 70.76 1458.4698 0.9589442409004562 0.08672829784918068 0.3841587946994926 3.6125948429107666 1328.9631 0.9630895514422625 0.08354649804694768 0.4975621617816279 3.092648983001709 True 6 2600 29.26 76.34 1589.1427 0.9590691277672189 0.08276165996656562 0.3813344512158081 3.636814594268799 1454.4866 0.9628094525944264 0.07817404475851174 0.4876413296581002 3.2260851860046387 False 6 2700 29.16 310.4 1469.0387 0.9566926295936252 0.09119265792390012 0.3749596977273667 3.616687536239624 1337.18 0.961511831184677 0.08630107723885505 0.484301257687297 3.1862120628356934 False 6 2800 28.99 57.05 1927.537 0.9587876378468718 0.09307852222488314 0.38701830837605294 3.5830752849578857 1348.7206 0.9631300551284434 0.08686845506697789 0.49857606595536724 3.1373655796051025 False 6 2900 29.21 48.18 1558.658 0.9523187581160836 0.1021976743023099 0.38256106215865016 3.583189010620117 1332.424 0.9575408966918617 0.0948749761738875 0.492192662591693 3.079437255859375 False 7 3000 28.88 51.72 1490.1396 0.9557130685342079 0.10396514362786347 0.3834144912652238 3.576101064682007 1293.0574 0.9606886421322773 0.09693241697741103 0.4945071356042866 3.054002046585083 True 7 3100 29.26 146.2 1680.4293 0.9519840141255976 0.09645609809217605 0.38901736279579974 3.8982715606689453 1394.0469 0.9569781239587407 0.08961667318574139 0.4978434128729724 3.3737640380859375 False 7 3200 28.86 52.78 1684.6174 0.9584287079023209 0.08809518909884288 0.3914225915339347 3.582279682159424 1317.4768 0.9626906750284482 0.08406314987128394 0.5030014669001937 3.1153721809387207 False 7 3300 29.14 61.84 1670.7446 0.9543096427753536 0.10147884066280916 0.39376110049413815 3.537165880203247 1310.8074 0.9592628591726118 0.09454094678229151 0.5049835355178618 3.040419101715088 False 8 3400 28.82 73.95 1696.2778 0.9543014038509531 0.08996365242074617 0.3961155308487136 3.5700080394744873 1313.392 0.9593445095896753 0.08453773579216901 0.5074598028953486 3.07403826713562 False 8 3500 29.14 554.7 1518.2122 0.9515820332504 0.10422290161970188 0.40506187392298953 3.515108823776245 1266.1267 0.9561762097591405 0.09978207149084657 0.5134848911562792 3.026097297668457 True 8 3600 30.15 52.39 1495.1127 0.9483520114218965 0.10281234950730253 0.3991783827314201 3.5488831996917725 1314.513 0.9540296929564336 0.09415718299304332 0.5056776311602131 3.0214827060699463 False 8 3700 29.05 50.38 1470.1714 0.9626546072197923 0.08293636138936127 0.4056848222104066 3.505049467086792 1339.8167 0.9671415055960162 0.07696674196553469 0.5181673434150168 2.990858554840088 False 9 3800 28.67 178.4 1565.0414 0.9585318434216787 0.09291329370814871 0.4005224092065774 3.538059949874878 1291.8673 0.9629635575780867 0.085335268656516 0.5128356291720787 3.0608770847320557 False 9 3900 29.84 535.8 1535.9163 0.9592890116233577 0.08192954882460164 0.3697130235982931 4.131694316864014 1352.0988 0.9650376215771551 0.07169376617107347 0.45589542538306743 3.7688028812408447 False 9 4000 29.27 49.03 1470.1641 0.957013789415836 0.08055162149949688 0.38295211987004324 3.9116318225860596 1290.1409 0.9619366439720688 0.07571571091270217 0.4806287723554695 3.60937237739563 False 9 4100 28.98 50.89 1340.4941 0.9490444390575636 0.1151966146858889 0.3963552392987288 3.549959421157837 1245.7092 0.9552611528959224 0.10472609120339386 0.5028454277229654 3.080920934677124 True 10 4200 28.8 49.36 1336.3488 0.9537847886189137 0.10612580268009786 0.41062425786439716 3.575941801071167 1256.9111 0.959513115697246 0.09735029238228562 0.5180801564958368 3.074862003326416 False 10 4300 29.13 53.22 1755.6296 0.9540372905228086 0.10488837982554897 0.4002060250629577 3.5345754623413086 1303.1 0.9594529976444667 0.09523249558933831 0.5077874375698447 3.05013108253479 False 10 4400 28.96 52.04 1415.6702 0.9565684255860843 0.10605913435343645 0.4094689080125107 3.547806739807129 1284.1997 0.961241571967556 0.0976823712644931 0.5149086024676474 3.133038282394409 False 10 4500 29.4 62.74 1437.6816 0.9601503232334406 0.1108948246347097 0.40737965367832846 3.589578866958618 1288.682 0.9644905736026205 0.10213782870247434 0.5172505273994886 3.1168766021728516 False 10 4600 29.37 145.8 1200.4468 0.9494281693242448 0.11936445968594099 0.4051061331503341 3.5028529167175293 1245.3553 0.9557077672436818 0.10849448638921651 0.5141677129263289 2.966583013534546 True 11 4700 29.82 72.66 1204.1991 0.9518013581343086 0.10816261897795365 0.4188856611186591 3.546473741531372 1257.0778 0.9587989640794319 0.09652217051521243 0.5255811146737283 3.065077304840088 False 11 4800 29.48 275.4 1196.2185 0.9493381412451183 0.11420546130658474 0.4177463843431543 3.456968307495117 1234.3816 0.9557995222919642 0.10314231254029634 0.5248207428590881 2.941678762435913 True 11 4900 30.13 598.3 1419.1464 0.9584547836514782 0.09315704518537227 0.4252557925014694 3.6130545139312744 1298.402 0.9639220763313855 0.08288350017126493 0.5346345289848528 3.0981504917144775 False 11 5000 29.77 159.6 1340.8811 0.9492989781843827 0.11103123385963887 0.4238464635929733 3.472353935241699 1251.987 0.9563136445915998 0.0993760267744398 0.532055285717446 2.9439141750335693 False 12 5100 29.05 56.72 1268.7806 0.9429244988197268 0.1295828613492838 0.43165102804279476 3.4090211391448975 1212.8873 0.9507771508176099 0.11375078078733858 0.5387035356982155 2.903115749359131 True 12 5200 29.49 49.65 1251.5464 0.9416648809061221 0.1316530915022222 0.43870787636195463 3.4513370990753174 1223.1185 0.9493353445828843 0.11523710326885235 0.5473033965122548 2.9337215423583984 False 12 5300 29.02 52.3 1164.1859 0.9437655687893162 0.1272048396242402 0.4343842903751503 3.417901039123535 1210.9739 0.9523026560519775 0.11148771252874011 0.5416171573043819 2.875852346420288 True 12 5400 29.24 52.52 1203.9852 0.9485844195723852 0.12021882403838505 0.44161580115120586 3.412632942199707 1217.8898 0.9560682310633077 0.10608892905827357 0.5478942051652481 2.897348642349243 False 13 5500 29.1 50.39 1197.0425 0.9438470234330332 0.13348484250876597 0.44731369685182 3.4053852558135986 1203.3075 0.9528145171528818 0.11436493223855844 0.5509010147509908 2.928757905960083 True 13 5600 29.21 69.14 1237.2498 0.9452685393768325 0.13712008588139607 0.44856767338124093 3.3853888511657715 1206.6748 0.9529996532991982 0.12062454345516843 0.5554740502866806 2.909370183944702 False 13 5700 29.31 60.84 1104.8472 0.9423078082097773 0.13567199790333015 0.44996174080591567 3.347031593322754 1195.2546 0.9513910799378674 0.11655062640737616 0.5541517426786298 2.841425895690918 True 13 5800 29.37 53.22 1116.2113 0.9327010235013102 0.14407946425844143 0.4537034938352163 3.3610122203826904 1166.9498 0.9436480960069823 0.12050556961382469 0.5580126893679026 2.843874931335449 True 14 5900 29.06 60.68 1108.8162 0.9374147711127239 0.13044254778544495 0.46643217854215846 3.3204150199890137 1178.348 0.9471727981746846 0.112180682871608 0.5680168118962704 2.8112900257110596 False 14 6000 28.82 66.22 1301.4054 0.9556184901256349 0.09875464812881009 0.4365127165899157 3.494784355163574 1304.5708 0.9630354326422629 0.08142187834043413 0.5445798990424304 2.9445879459381104 False 14 6100 28.93 63.93 1248.435 0.9350166323102632 0.1335650951907415 0.45004421571569875 3.4115376472473145 1172.126 0.9450088886160187 0.11502992869547883 0.5548439547216132 2.8959484100341797 False 14 6200 28.99 561.8 1204.311 0.9429698384382024 0.12300855340921511 0.46307474718252833 3.307466506958008 1179.9424 0.9520915030979744 0.10483675800545067 0.5669238095132764 2.814321756362915 False 15 6300 29.64 139.7 1258.8331 0.9474406972725307 0.11057183373045062 0.45896404271058505 3.705085515975952 1271.9004 0.9564758860014111 0.09069768189399904 0.560197592931234 3.1352322101593018 False 15 6400 29.69 94.65 1534.379 0.9610010906393037 0.11264069442338089 0.4328156102706381 3.617363929748535 1315.8804 0.9660993373088353 0.09625810271144686 0.5435529275268548 3.124795913696289 False 15 6500 29.03 120.0 1323.9451 0.9484530255098544 0.12670710429679344 0.46081105610194056 3.3142592906951904 1262.3307 0.9569261776028687 0.10431700132739037 0.566351087779978 2.8125967979431152 False 15 6600 29.16 60.75 1272.9785 0.9389958271041625 0.14471606897870817 0.470825703436353 3.289595127105713 1181.2194 0.9493323585537736 0.11998755199398486 0.5737325796295386 2.7864251136779785 False 15 6700 28.85 58.47 1266.5559 0.9386563120032183 0.1302542965938655 0.4724354568222716 3.2712490558624268 1180.9393 0.9496164674377457 0.10820212154893254 0.5742672832837848 2.7776126861572266 False 16 6800 28.99 65.96 1058.2195 0.9296567168578238 0.15428037901364366 0.4742261405376616 3.307849168777466 1153.3278 0.9424665080544111 0.12834932202832505 0.5741532748250346 2.835111141204834 True 16 6900 29.49 69.89 1040.8049 0.9316273507266919 0.14443124775395977 0.4875536215063807 3.2409958839416504 1185.8855 0.9448299972126789 0.11724320428606189 0.5853970299468249 2.7888076305389404 False 16 7000 28.71 71.03 1189.7803 0.9317609347968893 0.1403108587714256 0.4679752496536447 3.3647820949554443 1171.4653 0.945381283936851 0.11377984027582165 0.5649563021683354 2.8451087474823 False 16 7100 29.27 75.36 1107.2904 0.9392296233416899 0.13986984075861464 0.4707425802916729 3.4253578186035156 1180.4788 0.9506608412659181 0.11262350786302731 0.5722885917769404 2.869410991668701 False 17 7200 29.21 78.8 1068.7736 0.928234777578718 0.16318906613140458 0.4832860017982165 3.224442720413208 1139.2413 0.9419309760074377 0.1322586861399903 0.5848696234193549 2.7221028804779053 True 17 7300 29.84 83.26 1025.3629 0.934235800029521 0.1386974385227071 0.47418417308712113 3.2505581378936768 1162.2709 0.9474599502357124 0.11190672954294419 0.5744233677244318 2.7289116382598877 False 17 7400 29.21 76.07 1105.2719 0.9247011229616882 0.16316570520703505 0.4898127834464914 3.213249444961548 1166.9045 0.9397812232872625 0.13050763803491627 0.5889708443878714 2.7100441455841064 False 17 7500 29.48 79.47 1294.5815 0.9334730298851295 0.14381276539148627 0.4649603354860026 3.315781593322754 1152.398 0.945429768845211 0.11746166238992775 0.569918016568362 2.767554998397827 False 18 7600 29.25 82.67 1091.3374 0.9268596336508585 0.16327982163403665 0.4888034048521425 3.4741814136505127 1133.6937 0.9416759678732204 0.13018185569138752 0.5862124347387249 2.9288883209228516 False 18 7700 29.51 70.88 1079.9757 0.941043500629922 0.13700378582109865 0.48398839154802237 3.2885019779205322 1190.1636 0.9532861978539006 0.1050960191748259 0.584542051840432 2.742886781692505 False 18 7800 29.33 72.5 1119.4728 0.9264567344292454 0.15184668352551034 0.48779475305825837 3.1983561515808105 1162.5541 0.9431004643217177 0.11813349601903379 0.583817209924203 2.689768075942993 False 18 7900 29.85 78.59 917.0007 0.9198834303583941 0.16971133472315525 0.48950810745351003 3.286968231201172 1116.3096 0.9366216771480358 0.13481281842963444 0.5897413511452794 2.76594877243042 True 19 8000 30.0 149.6 1088.7765 0.9401319196491688 0.15216183609138142 0.4747123275843585 3.346757650375366 1161.1935 0.950318199659595 0.12808142502547074 0.5753792099491876 2.833270311355591 False 19 8100 29.67 448.2 924.19867 0.9236523763095684 0.17510787511250248 0.4955473844005466 3.220250368118286 1113.2059 0.9400943044856993 0.13893106746185874 0.5933372190296826 2.7588584423065186 True 19 8200 29.6 227.3 929.14075 0.9158416693900021 0.1761139398899751 0.4995466775864491 3.183145523071289 1084.4918 0.935519320917083 0.13549598439275842 0.5954534193406633 2.697829484939575 True 19 8300 30.55 50.09 1073.4197 0.9136048986735135 0.17691561131842143 0.5028073936600971 3.272134780883789 1066.117 0.9317159363049219 0.14107944928999938 0.6018958372889105 2.7865548133850098 True 20 8400 29.6 405.6 1123.5819 0.9204580212811827 0.17217723966668386 0.493183809159843 3.567512035369873 1127.576 0.9374990042003954 0.13453135588651277 0.5948602240633863 3.1517038345336914 False 20 8500 29.32 61.83 980.0615 0.9246259143818961 0.17669138636961723 0.4978451465750729 3.1874897480010986 1150.3993 0.9405012914015727 0.13893286351211778 0.596812275289053 2.703446626663208 False 20 8600 29.27 67.73 971.1065 0.9208774382420988 0.1796991640490398 0.5059839949988266 3.29054856300354 1099.1947 0.9389736093728076 0.13843914567247637 0.6047171101990144 2.8386390209198 False 20 8700 29.35 83.56 1059.433 0.9222137684168891 0.1560401855727295 0.49527344040539106 3.185429334640503 1141.7711 0.9405193043824346 0.11775225194625406 0.5886066258156591 2.7154183387756348 False 20 8800 29.38 64.38 974.9345 0.9229336235405101 0.16773397449175034 0.504993509418901 3.1622414588928223 1092.8895 0.9405992803364774 0.12859891074836838 0.6011353210077064 2.631296157836914 False 21 8900 29.24 58.74 1107.1704 0.9210464036460962 0.18192272687554453 0.5074987877331895 3.3227133750915527 1114.2914 0.9388520810327584 0.1388345080561501 0.6023490334781653 2.7486023902893066 False 21 9000 29.4 58.85 1058.3168 0.9154032433061453 0.18022297742209056 0.5057666111123211 3.5657451152801514 1101.3751 0.9363096387172765 0.13533389498493334 0.6001506185710591 3.1313655376434326 False 21 9100 29.28 59.93 1070.6372 0.9209535893544157 0.1883684391844768 0.5125635161405098 3.3547351360321045 1119.8395 0.939832754099532 0.14146323684290132 0.6071915544979827 2.839357614517212 False 21 9200 29.21 64.25 963.26355 0.9086985922375663 0.19092306449984603 0.4997740443306393 3.1676034927368164 1071.3496 0.9305013898436884 0.14424779574971192 0.5979053637950457 2.59718656539917 True 22 9300 29.4 57.08 983.99255 0.9141779860929733 0.1861635095772817 0.5079183372986952 3.1660218238830566 1124.9054 0.9347941209242117 0.14021190439379203 0.6038211869354478 2.659879684448242 False 22 9400 29.52 56.4 853.66156 0.9112162664307812 0.18906543765410716 0.512881929110153 3.42256760597229 1064.5189 0.9341731555824861 0.14071111272909217 0.6086419673254339 2.9720327854156494 False 22 9500 29.27 63.91 957.3594 0.9090297781171944 0.19919318839035371 0.5195689603003798 3.0770561695098877 1068.864 0.9321161633482892 0.14926513169765857 0.6094617934303258 2.595337152481079 True 22 9600 29.7 54.67 910.9496 0.9082144366621031 0.1903130104663346 0.5164231388924766 3.0926454067230225 1070.7845 0.9331673186646545 0.13915583061677841 0.6084461095811006 2.613978147506714 False 23 9700 29.19 55.51 1005.61884 0.9025391351046829 0.2018286539362588 0.5185318570219426 3.11262583732605 1053.6526 0.9308319442101746 0.14361012365978412 0.6115135692130658 2.6307904720306396 True 23 9800 29.79 57.55 951.49927 0.9127647067812893 0.1916626331906302 0.5227800562853475 3.1155450344085693 1090.826 0.9372375833998554 0.13756231973849944 0.6143478342641893 2.684666156768799 False 23 9900 29.48 60.38 1015.3726 0.9036548092344991 0.19219113055169093 0.5256934133684442 3.2213072776794434 1058.0276 0.9309121161628104 0.1378110553149579 0.6139457590818855 2.8272926807403564 False 23 10000 29.59 58.42 809.0602 0.9092102762519001 0.2017467675939064 0.5240714360843421 3.15510630607605 1064.2205 0.9335551723810074 0.14839664875609637 0.6083810437660713 2.6585445404052734 False 24 10100 29.09 55.1 866.67676 0.909665817252007 0.19311683034882568 0.5315448802185136 3.1731276512145996 1080.9999 0.9362774002274419 0.13509512007144145 0.6150486129491927 2.688384771347046 False 24 10200 29.08 58.08 843.4028 0.9041198352335524 0.2094579266641211 0.5271773947206845 3.053375482559204 1069.5089 0.9302269721101983 0.15139708084849196 0.6143512992795429 2.60204815864563 False 24 10300 29.07 59.36 849.7506 0.9164527923860624 0.19729471348722866 0.5141441556937669 3.1918039321899414 1056.1001 0.9365821478669285 0.14930754832937335 0.6061551941274234 2.6455235481262207 False 24 10400 29.05 63.75 880.5862 0.9047201881418317 0.2053321587105567 0.5284347119228143 3.084812879562378 1052.4214 0.9317680232406097 0.14722609194777245 0.6137277033877878 2.6313600540161133 True 25 10500 29.78 120.7 858.0893 0.8974713589188094 0.21100370926042103 0.5156265670091198 3.096268892288208 1070.61 0.9252720506143766 0.15121413891985233 0.6062216643712238 2.554182529449463 False 25 10600 29.06 411.6 885.3602 0.906036882306342 0.206522690026558 0.5326883449537648 3.144390106201172 1058.8232 0.9340581194200561 0.14422737131437055 0.6160825262951294 2.752934217453003 False 25 10700 29.11 50.15 769.893 0.8957587763873942 0.2179112465310309 0.5232927550168884 3.093459367752075 1056.9705 0.9282393465004023 0.14839178462980598 0.6087606469329488 2.564750909805298 True 25 10800 29.78 58.56 708.53235 0.8974523960447813 0.22265518586389865 0.5322022691524637 3.013849973678589 1055.3365 0.9295313107707301 0.15160254836531725 0.6138045228010093 2.5607731342315674 True 25 10900 29.67 59.79 762.56 0.8937233931728095 0.22737903642663598 0.5388505557926057 3.0287559032440186 1060.2598 0.9281461384725905 0.151883250711045 0.6158919284090272 2.563734531402588 False 26 11000 29.15 49.63 728.4879 0.8915698881881742 0.22215094172448158 0.5432841716003328 2.9725124835968018 1040.5205 0.9290342539316665 0.1424502994623782 0.620359645120313 2.511549711227417 True 26 11100 29.89 50.27 754.47296 0.8930417594197063 0.223476361849657 0.5316554739584127 3.0035247802734375 1045.0653 0.927188215225965 0.1477021370146459 0.6123226695931594 2.5232491493225098 False 26 11200 29.21 50.7 705.4287 0.8947098504039378 0.2251620247505344 0.5332964748866277 2.998433828353882 1047.857 0.9269546203230258 0.15281238642399045 0.6144667172929716 2.5330615043640137 False 26 11300 29.34 50.86 681.2946 0.8912408433486889 0.22192447222109626 0.5317659888956284 3.5078585147857666 1043.7614 0.9259704062064775 0.14678668196349245 0.6139211546225102 3.1055755615234375 False 27 11400 29.15 50.37 660.4114 0.8806141355360987 0.24238376792295604 0.5419740141350524 3.2425122261047363 1027.3357 0.9197877527293297 0.1599044061096278 0.6180925688684605 2.8634040355682373 False 27 11500 29.15 50.4 689.05273 0.8860313143391032 0.24106209271984486 0.5403837838945829 2.967146873474121 1034.645 0.9248052190901476 0.1547447214321954 0.618685642436165 2.511371612548828 True 27 11600 29.45 49.44 670.89026 0.895082889459178 0.23950945834751788 0.5473229441092022 3.0190441608428955 1048.1232 0.9304976307218333 0.1575597594734982 0.6189393755016039 2.643490791320801 False 27 11700 28.99 49.15 756.09534 0.8898741265161438 0.2523168483183063 0.5578419347935675 2.9322402477264404 1029.3813 0.928212479818913 0.1627461106998734 0.6228545564005259 2.5627598762512207 True 28 11800 29.27 50.49 694.12396 0.8805260686547834 0.24478310831985678 0.5556763226816358 2.967914342880249 1056.3613 0.92504255351635 0.15094080212581695 0.6218369295795949 2.541620969772339 False 28 11900 29.49 49.53 777.34485 0.8950996991050948 0.22019333980654401 0.5548598087092822 3.1507701873779297 1102.2777 0.9323434832069187 0.13927318597242327 0.6215166077764256 2.709364175796509 False 28 12000 29.2 59.95 721.91003 0.8967917488990662 0.22523803193653233 0.5368998958707596 3.0940945148468018 1036.971 0.9296185886423506 0.15091993685231034 0.6121083571656668 2.6417970657348633 False 28 12100 28.95 67.31 719.4484 0.888673442083498 0.2445048973517649 0.5489644059511065 2.976369619369507 1026.006 0.9266350005512023 0.15757519897859718 0.6166526667467852 2.568563222885132 True 29 12200 29.53 62.87 710.01886 0.8827329996868541 0.24913247528288754 0.5518553637663911 2.9572737216949463 999.1111 0.9241131756177574 0.1574569056315937 0.6189050894326519 2.573598623275757 True 29 12300 29.84 60.65 716.4267 0.9000165358545043 0.23923228816204148 0.546485586115303 3.048203468322754 1045.8751 0.9331298356644198 0.1550609516520097 0.6155258864000124 2.6922218799591064 False 29 12400 29.21 67.18 715.5131 0.8855173627601254 0.23935498990005677 0.5581117719297841 2.9245128631591797 1059.2072 0.9295587567103493 0.14352721048864717 0.6186971629610869 2.5698180198669434 False 29 12500 29.77 65.1 751.47107 0.885787776482689 0.23484594816622026 0.5378379220518688 2.979789972305298 1032.1641 0.9238470138296581 0.15338012620182873 0.6130356544379683 2.514071464538574 False 30 12600 29.09 62.3 800.8085 0.8809788705342427 0.25548901865606766 0.5564648589655139 2.9257147312164307 1037.7644 0.9240130501529045 0.15934843378493183 0.6201815912066402 2.5551774501800537 False 30 12700 29.08 62.72 771.4214 0.8974886286809526 0.2419303909476513 0.5612654362298641 2.943887233734131 1071.969 0.9354612475324883 0.14682217330828287 0.6159817991637212 2.5973551273345947 False 30 12800 29.01 116.3 681.7557 0.8759737029043713 0.2598713753351124 0.558700334058172 3.001434326171875 1047.5096 0.9205692274993973 0.16160204497582187 0.6226862386506544 2.6398305892944336 False 30 12900 29.01 55.65 663.6017 0.8698698638370881 0.27172217983397035 0.5788882802577968 3.128892183303833 1000.60376 0.918505464180009 0.16710152637150713 0.6231014234104139 2.9186882972717285 False 30 13000 28.84 63.47 769.899 0.8733016725466858 0.26051781663517015 0.5653889090847686 2.875147581100464 1036.5701 0.9212470362167193 0.15708782789342485 0.6243454538986168 2.5077250003814697 False 31 13100 28.81 52.93 712.1629 0.8719549795968738 0.2676283577956933 0.5581035139119028 2.9728453159332275 1045.6498 0.9184637485075459 0.16544104905802648 0.618268411165331 2.618668794631958 False 31 13200 28.95 57.08 692.9489 0.8860809511870509 0.2635927841972895 0.5585083571700546 3.0128540992736816 1054.3062 0.9276306952253113 0.16437006575166832 0.6198543247299754 2.5952858924865723 False 31 13300 29.08 59.13 725.42773 0.8808833857822806 0.26362642623383664 0.560948473707459 2.899862766265869 1042.4075 0.9234962180405365 0.16450935486697976 0.6195818392353093 2.5439717769622803 False 31 13400 29.19 59.98 662.872 0.8713077858697931 0.27198993703357355 0.5651913451986343 2.8481836318969727 1037.4072 0.9213217849462253 0.16065546611422515 0.6169709092182009 2.5026328563690186 False 32 13500 29.16 72.41 615.69446 0.8716707325843588 0.2755195132488512 0.5716633705208825 2.8251843452453613 1031.933 0.9216980696979504 0.16231876792784009 0.6184564842335386 2.509025812149048 False 32 13600 29.62 82.96 656.86523 0.8777562951696627 0.25537358138282673 0.5428765780628293 3.007204532623291 1064.7537 0.9224806261212539 0.1549497944099679 0.6112367950754833 2.628898859024048 False 32 13700 29.5 74.27 718.4734 0.8687440170284215 0.2674604659694445 0.5699005038346916 2.8509700298309326 1086.3049 0.9198257925622356 0.15522669639926565 0.6239655971085104 2.516674280166626 False 32 13800 29.61 68.69 752.9979 0.8943404810200901 0.2381134959428505 0.5549460392358548 2.995598077774048 1153.2013 0.9338471632705131 0.14332813093885932 0.6116044972533007 2.6517016887664795 False 33 13900 29.85 158.4 662.06384 0.8779598229769079 0.25512452927116064 0.5582641859577334 2.906741142272949 1060.8293 0.9258961514906294 0.1491967836552299 0.6158843801774658 2.548781394958496 False 33 14000 29.39 494.2 752.3975 0.8609845747216812 0.2740464880302755 0.5829117962652698 2.8331079483032227 1080.0337 0.9175778285318607 0.15572988253526932 0.6232882019787287 2.5148959159851074 False 33 14100 29.18 172.2 645.25226 0.8769901751422459 0.27553696693728036 0.580060182135038 2.828130006790161 1096.6464 0.9249343944863081 0.16153179478379665 0.619271134962063 2.5582447052001953 False 33 14200 29.34 257.1 683.5813 0.8698137166996572 0.2863750580801306 0.593873430405512 2.8329222202301025 1031.918 0.9216176591368208 0.16619877879408723 0.6188113540852711 2.592421054840088 False 34 14300 29.59 52.69 723.3665 0.8791269692465183 0.2736520991852709 0.5959906170668138 2.987431049346924 1070.8156 0.9267068998871548 0.1603854306650537 0.615379802116445 2.763066053390503 False 34 14400 29.61 193.6 634.71826 0.8686125313989826 0.2844047033824414 0.5925267981015863 2.7739365100860596 1020.2538 0.9205416380447279 0.16504921063053915 0.6201448153318758 2.559796094894409 False 34 14500 29.11 73.88 612.12494 0.8701461061082606 0.2874015933374434 0.5959923678789927 2.8442585468292236 1013.77075 0.9219153526084879 0.16695417803723225 0.6203390636679048 2.652010202407837 False 34 14600 29.34 149.9 603.1931 0.8770817234169567 0.28847157157459763 0.6081206324306921 2.7481935024261475 1046.3923 0.9273438812144488 0.16385334739962404 0.622825420888877 2.57574200630188 False 35 14700 29.13 300.3 591.8212 0.8566428913969326 0.30126770214898657 0.607770589193368 2.8764543533325195 1021.82605 0.9176366767464645 0.16464111577073381 0.6200034060004818 2.7445569038391113 False 35 14800 29.29 406.4 599.58356 0.8568921460633369 0.29570020889399246 0.611358613634708 2.8061811923980713 1034.9019 0.9199273441615136 0.15560017874009197 0.6205738286372042 2.6916980743408203 False 35 14900 29.36 50.13 582.0518 0.8653169964695377 0.29784759752686224 0.6141322936503538 2.650557279586792 1006.44495 0.9228954072056911 0.16506033533115314 0.6246055703496896 2.4980528354644775 True 35 15000 29.85 54.28 660.1831 0.8576903402767085 0.30565918382391766 0.629337380473191 3.207993268966675 1015.0053 0.9185257308011633 0.16722306993108418 0.6098216074841007 3.2257297039031982 False 35 15100 29.52 60.34 733.07477 0.8520930832924123 0.28025247030410505 0.5898423498186095 2.8644752502441406 1139.2834 0.918006047781389 0.14488041015295694 0.6207827935559634 2.632641077041626 False 36 15200 28.69 58.63 716.0315 0.861805460411001 0.2877422256621037 0.6287135959182628 2.6588053703308105 1117.4637 0.922339952067929 0.1522112923556733 0.6248141422632048 2.5783631801605225 False 36 15300 29.14 61.86 736.3611 0.8592618061719416 0.28182350223679664 0.6138187756309584 2.7015981674194336 1065.837 0.9228721988333461 0.14383030139863015 0.6273852983520101 2.5067975521087646 False 36 15400 28.93 64.76 648.81635 0.8637443031477167 0.2930605132841601 0.6176825985048356 2.734295606613159 1119.1354 0.9255183592107913 0.151538008873983 0.6232516528668192 2.5566952228546143 False 36 15500 29.47 119.0 620.2367 0.8494949451095036 0.30827771287337363 0.6425852197783222 2.4872546195983887 1060.587 0.9178255542680197 0.15987556776681558 0.6270830419957789 2.460078477859497 False 37 15600 29.41 349.0 939.89935 0.8809822727994303 0.28390741347220694 0.6295264958131782 2.649014711380005 1087.9371 0.9331321530606812 0.148702789780201 0.6233396542122536 2.5310885906219482 False 37 15700 29.39 63.35 946.4822 0.8684134286028347 0.2739263095103885 0.6171533236861859 2.7124338150024414 1137.4236 0.9251636830741221 0.14767250391253448 0.615961884796732 2.5631964206695557 False 37 15800 29.05 47.18 712.2957 0.8745246092186846 0.2805207982531263 0.6125644821824129 3.291367769241333 1178.7482 0.9278663615697011 0.15026770525507538 0.6237834849608361 3.0347111225128174 False 37 15900 29.13 50.12 629.6335 0.8546329715517307 0.31108885270786374 0.6576714968049874 2.512038469314575 1071.1359 0.9205765749229454 0.16229673517033127 0.6141770098267615 2.594407320022583 False 38 16000 28.99 51.64 602.0481 0.8579939218440776 0.3086458183036763 0.6571814178300563 2.433688163757324 1046.1852 0.9209726658533692 0.1646469172711068 0.6175624378891705 2.5117738246917725 False 38 16100 29.13 50.94 864.2972 0.8598160970579644 0.29703711718713066 0.6297558642557349 2.5931742191314697 1073.2311 0.9224163147515347 0.15601833139291457 0.6215239001364158 2.5226504802703857 False 38 16200 29.29 83.47 704.9224 0.8616393384769693 0.30027959002461857 0.6287729565065296 2.607994794845581 1054.1383 0.9215955847486503 0.1613900987189038 0.6232634780289089 2.5316455364227295 False 38 16300 29.3 74.05 790.77783 0.8494110002406775 0.31061277622334804 0.6518496051854323 2.4630630016326904 1054.1254 0.9180320238273169 0.16018789511272702 0.6264249030953541 2.468756675720215 False 39 16400 28.98 47.6 679.26135 0.8586181226001374 0.29885173002071647 0.641780004682854 2.7544026374816895 1088.1809 0.9232438374688303 0.15422705708595796 0.6086680249551982 2.8654630184173584 False 39 16500 29.03 49.51 614.2854 0.8470021846971051 0.3175730260902917 0.655111158782894 3.0212647914886475 1084.416 0.918855017382381 0.1591248948366222 0.6179053003723869 3.1307554244995117 False 39 16600 29.12 49.49 618.9035 0.8499758266107212 0.31312613675978745 0.6659079560630512 2.7397234439849854 1149.6428 0.9262868237145366 0.14445252724819238 0.616081505548555 2.815153121948242 False 39 16700 29.11 48.69 587.05554 0.8472399984152584 0.3233720111295156 0.6807875971844285 2.3504292964935303 1122.85 0.9212299525068521 0.1591204298155873 0.6068958883013886 2.5680832862854004 False 40 16800 29.05 48.84 571.3511 0.8442560149058713 0.3288666921349224 0.6952387751517629 2.2285478115081787 1072.7415 0.9196049095265167 0.16146166271974519 0.6188860578341008 2.5073800086975098 False 40 16900 28.73 48.1 531.3442 0.8600991878786115 0.3230335043851201 0.7049994176074803 2.194342851638794 1067.3163 0.9269620683304584 0.16117251412236144 0.6164840855478173 2.545827627182007 False 40 17000 29.1 48.64 553.2323 0.8485927698154436 0.3211910973741645 0.7096183615069541 2.2134652137756348 1078.5596 0.9232873440711539 0.15443284524815462 0.6177212946873412 2.5426712036132812 False 40 17100 28.86 47.91 556.6909 0.8508704398438932 0.3248527461579336 0.7208757846979239 2.1364104747772217 1050.3147 0.9232322000862918 0.15966817765343902 0.6100566650777527 2.6071228981018066 False 40 17200 28.99 48.8 556.9317 0.8448361519415443 0.3298563824574912 0.7314666556932402 2.2092902660369873 1052.5854 0.9203977080170802 0.16022786935208216 0.6112889548432071 2.6713860034942627 False 41 17300 29.07 48.55 551.50757 0.8523483799033503 0.32435661049048614 0.7428685398330974 1.9810949563980103 1074.412 0.9254993409646484 0.15470884172826202 0.6096901422635861 2.536973476409912 False 41 17400 29.25 48.25 562.19666 0.8396748866924072 0.3355467854334413 0.7730988299929163 1.8523516654968262 1111.1522 0.9213118636316958 0.15585169105013708 0.5875553270146201 2.6710617542266846 False 41 17500 29.31 48.16 570.8588 0.8497834940755811 0.32851890354600843 0.7481243058870505 2.2617225646972656 1071.1619 0.9239552149258234 0.15497576674909602 0.6236533081433093 2.8540027141571045 False 41 17600 29.34 48.07 662.70135 0.8528580150522788 0.3123586990332426 0.7383896183360449 2.1831729412078857 1100.7898 0.9255731377364725 0.15019388454179822 0.6116422678118062 2.6918303966522217 False 42 17700 29.03 47.79 608.984 0.8490384188957409 0.3207100079555073 0.7422699335470676 2.4800915718078613 1083.573 0.9261466923296463 0.14665889720751105 0.6207671713881376 2.991666316986084 False 42 17800 28.94 47.65 556.3334 0.8503861283140537 0.3319958663943767 0.7814490709402178 2.0016250610351562 1040.0134 0.9237397994575834 0.16053443838951542 0.6116030405569393 2.7234647274017334 False 42 17900 29.17 48.02 604.1298 0.8455126451852425 0.3236041218621069 0.750876328858625 1.9842784404754639 1077.9641 0.9185966861344375 0.1597941036801551 0.6204573754387025 2.497382640838623 False 42 18000 28.94 48.66 599.08777 0.8395259463373042 0.3336162630225828 0.7576658935156674 1.7952919006347656 1089.4469 0.9205193242674047 0.1541072444799554 0.6207533571330311 2.5804684162139893 False 43 18100 28.79 47.92 621.2401 0.8680748222959742 0.29422201627198125 0.7215433761671498 2.2272729873657227 1074.6741 0.9259615358397224 0.155690775187605 0.5993593103115893 2.674525499343872 False 43 18200 28.83 47.82 595.48267 0.8564658455794584 0.3043883044432799 0.700009955464872 2.1518051624298096 1106.883 0.9242860205452956 0.15028327784548473 0.6213713932088443 2.4756500720977783 False 43 18300 29.22 48.17 613.1758 0.8517707771305684 0.30750571191033665 0.7286890358468213 2.2653391361236572 1093.0714 0.9189896358121393 0.1573665291366929 0.6153849230822377 2.7363407611846924 False 43 18400 29.26 48.36 650.44415 0.8574447552557668 0.2836760086069131 0.6194229989164799 2.627835988998413 1126.2251 inf 0.1467759662530395 0.6209418657756018 2.498065948486328 False 44 18500 29.19 48.13 632.0483 0.8765671655383596 0.29490499481879584 0.6662266917867313 2.4657950401306152 1085.7966 0.932246467494279 0.14938038698712994 0.6210532296502843 2.6011574268341064 False 44 18600 29.1 47.92 560.70325 0.8347121774366614 0.33408575769633825 0.7668475377287804 1.7690385580062866 1089.804 0.9192470304260639 0.15217012119147139 0.620526248798536 2.4784228801727295 False 44 18700 29.3 47.37 550.88 0.8400350813592088 0.3415418633670614 0.7846522598310985 1.6756261587142944 1058.6973 0.9217933668088446 0.15758896875214606 0.6121607043107039 2.5308847427368164 False 44 18800 29.3 47.16 589.7083 0.8329093984672462 0.3434380654589029 0.801529361572415 1.808839201927185 1084.6472 0.9206111652714004 0.15274689478459894 0.6087043557016116 2.8109610080718994 False 45 18900 29.14 47.58 547.62695 0.8417472589636744 0.34379759333650645 0.8186329855151764 1.543088436126709 1098.7128 0.9263471705813233 0.15146022019777375 0.5847598575544359 2.7729883193969727 False