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 16.71 112.5 23793.432 0.9940730961977894 -0.007762277724638064 -0.41666174657025845 368.70086669921875 26274.516 0.9942383356981852 -0.008191073782610504 -0.5103705469601554 369.6280822753906 True 0 100 29.37 85.7 2320.8152 0.9878731984241259 0.02132834932637673 0.22193986595833737 5.910341262817383 1856.4294 0.9877744045223504 0.022287802369793684 0.29026372088458496 5.958216667175293 True 0 200 29.45 84.06 4965.497 0.9909902862900204 0.011112400169032102 -0.4026427717585084 5.377503395080566 5135.196 0.9911895469139367 0.011803473083589897 -0.5056670662484913 5.445803165435791 False 0 300 29.31 83.65 1971.6604 0.9849884684933858 0.044693030378212095 -0.39889779050648577 4.9255051612854 1722.981 0.984689950906732 0.04691427465812484 -0.5030223729205577 4.997224807739258 True 0 400 29.43 86.31 1931.0273 0.98480370847646 0.0474656050717248 0.35694486922324775 3.9102072715759277 1728.3718 0.9845878545086494 0.04955636349978981 0.44009889381138145 3.925093173980713 True 0 500 29.67 86.7 2594.607 0.9901693744933515 0.014229877882761989 0.34073651405194255 4.683248519897461 2624.9297 0.9904560036430139 0.014265394926969389 0.41782449121328996 4.71881103515625 False 0 600 28.63 86.87 2704.9302 0.9907061001710789 0.012086882033064147 0.12539523277051737 4.6134748458862305 2727.4175 0.9909027355601288 0.012325419114231136 0.09567166626244365 4.6595234870910645 False 0 700 29.04 87.34 11196.594 0.9833678135810082 0.030533828273762918 0.2516061840801388 5.428728103637695 3450.5737 0.9823574472051384 0.03200332421692247 0.2663247189746223 5.461414813995361 False 1 800 31.16 86.71 2671.5469 0.9869529746596359 0.04368881061224342 0.402681662099023 3.80808424949646 1742.6067 0.9865510109309779 0.0455934774373861 0.4618053122335553 3.810683488845825 False 1 900 29.2 87.13 6326.407 0.9912086085168106 0.009784557750199915 -0.2946265103311484 5.49941873550415 6935.759 0.9913797538258509 0.00987873757101738 -0.4064633806832918 5.5885701179504395 False 1 1000 29.3 87.89 3034.6003 0.9866585555196028 0.028860533504511017 0.3773414064534123 4.668288230895996 1734.6443 0.986038272471954 0.030819482303747276 0.42896045293802093 4.6955084800720215 False 1 1100 29.34 87.14 2745.904 0.9875855778150294 0.03352888038270133 0.41545479830523635 3.4547348022460938 1763.8447 0.9871754090448279 0.03529667557845871 0.4951195740515699 3.297602653503418 True 1 1200 29.68 86.13 2372.3933 0.983209626386765 0.039022249112499754 0.4179099128444499 3.3583433628082275 1578.7588 0.9824593576934072 0.039995171465583824 0.49815116988437463 3.1838316917419434 True 1 1300 29.44 84.31 2336.9458 0.9833129289028654 0.03499194886815716 0.41274619088739634 3.582918167114258 1548.1562 0.9823689286540236 0.03640042686712163 0.47129434027434963 3.5249671936035156 False 1 1400 29.53 85.15 1920.7977 0.9833016843740826 0.04345836304066871 0.43292994518419003 3.3358850479125977 1602.7013 0.9827539083601131 0.045427070129928346 0.5025615771107872 3.1848645210266113 False 2 1500 29.06 85.79 1749.6099 0.9822914008438192 0.04424808343854738 0.4209570834496448 3.356828451156616 1629.6052 0.9817482512839355 0.04593565969230273 0.5050338518604273 3.094637155532837 False 2 1600 29.19 85.61 1728.4268 0.9849483428607102 0.030277472065788992 0.4331155061935293 3.2877140045166016 1805.4933 0.9846648137101424 0.03222896910869071 0.50902401348429 3.089642286300659 False 2 1700 29.2 84.37 1433.9039 0.9778849586732098 0.052322418359216326 0.43427924642573507 3.276712656021118 1459.3726 0.977446443714675 0.05363872269485909 0.508441097970925 3.0583903789520264 True 2 1800 29.54 86.85 1720.1388 0.9777701055614659 0.04065947199681766 0.45072372677136163 3.322746753692627 1532.887 0.9763382253021825 0.0432487323703994 0.5136498189738197 3.214311122894287 False 2 1900 29.2 87.66 2687.3123 0.982579041656898 0.03680376149397727 0.4236967919489126 3.338420867919922 1857.577 0.9817801385378397 0.03780861645402348 0.5023332242482633 3.067838191986084 False 2 2000 29.1 85.84 1696.0092 0.9811322539306989 0.0556307289509833 0.41034983152075727 3.401257038116455 1610.7137 0.9807033192224396 0.05605109690142097 0.4936303661703457 3.191295862197876 False 2 2100 29.22 82.9 1585.1821 0.9778135468495691 0.05348065648715078 0.41885451540229224 3.34268856048584 1575.7881 0.9772372520826113 0.053867216232362646 0.4977645399484531 3.094158172607422 False 3 2200 28.79 85.4 1563.0217 0.974656074269612 0.05396464995391042 0.4277572846072416 3.5220251083374023 1515.4209 0.9741415143648132 0.05361069349742141 0.5032255968783542 3.209895133972168 False 3 2300 29.15 82.75 1390.8033 0.9728747731823785 0.06191379092501048 0.44215228569185294 3.324526071548462 1420.7343 0.9723811280342861 0.06306871895218089 0.5078136875165888 3.1008968353271484 True 3 2400 29.49 84.19 1636.2562 0.9750882346409577 0.05518688426206259 0.44027187966521636 3.2547519207000732 1515.4835 0.9746587114967965 0.057654608873830046 0.5071637544052008 3.0649235248565674 False 3 2500 28.96 83.75 1492.5707 0.9723469078451129 0.06977711195883061 0.45499618904280903 3.215070962905884 1345.7482 0.9717800298965144 0.0719475630344563 0.5215740331125907 3.038736581802368 True 3 2600 29.71 83.32 1673.2823 0.9800638524018238 0.05703332311623902 0.43524147343136294 4.227518558502197 1578.6951 0.9796749125680229 0.057944076419261886 0.5100093404260797 4.200638771057129 False 3 2700 28.94 83.28 1484.113 0.9728241626611844 0.05685330612372528 0.45509170239902963 3.5328540802001953 1405.243 0.9716415337453815 0.05927350618663194 0.5230839925078343 3.1993048191070557 False 3 2800 28.67 83.32 1605.809 0.9731328749978428 0.06741791336500377 0.4563266462333903 3.2179067134857178 1359.2162 0.9720080152466208 0.0702526279602629 0.5255648637939893 3.0008833408355713 False 4 2900 28.62 83.84 1568.5575 0.97539281185006 0.0661566270538866 0.45301623584005096 3.2287306785583496 1450.381 0.974703031953869 0.06954613404270397 0.5217273426730294 3.0532665252685547 False 4 3000 29.01 82.47 1471.7275 0.9704430679009316 0.07210796756654296 0.47057081850396315 3.2125728130340576 1342.9645 0.9699005852592566 0.07443986461369019 0.5261934229662949 3.0988106727600098 False 4 3100 29.06 83.1 1417.1511 0.9697842726470132 0.07614705684433416 0.4765846134584662 3.1430373191833496 1321.6082 0.9692468084659008 0.07879294278236572 0.5334503381916125 2.9996204376220703 True 4 3200 28.81 83.3 1755.6063 0.9732415058411062 0.06712977493701992 0.4373546670985955 3.266303539276123 1441.702 0.9726366928018012 0.06792109334128246 0.5162684758929709 3.018477439880371 False 4 3300 28.66 83.59 1651.0369 0.9786930643374118 0.06268404823421533 0.45563211297231204 3.208451747894287 1500.445 0.9779150671531225 0.06462237761285443 0.5254816671056267 2.963301658630371 False 4 3400 29.49 82.92 1920.7504 0.9817674873473718 0.03267722779466162 0.4361519130794871 3.3938374519348145 1885.8411 0.9821585602185191 0.03272440112651492 0.5038469900841301 3.275729179382324 False 4 3500 29.01 83.74 1527.4413 0.9701832570159866 0.07180604967764828 0.45435445109810674 3.2285590171813965 1358.6848 0.9696877602530797 0.07266706815813247 0.521985630658138 2.9914088249206543 False 4 3600 29.05 83.64 1461.8464 0.9691335898025412 0.074155789241016 0.4704213250443456 3.1629655361175537 1282.8729 0.9685146982204687 0.07501145833621091 0.5311737227982247 3.004215717315674 True 5 3700 29.08 83.61 1439.5117 0.9673668215435689 0.0777797992642264 0.4772062126795511 3.1612071990966797 1263.2384 0.9671467401192861 0.07840339065201832 0.5331717917082908 2.986721992492676 True 5 3800 29.38 83.89 1498.5709 0.9690518673709498 0.07193016864290948 0.479553655378055 3.1562612056732178 1372.6554 0.969321882091387 0.07212459539290211 0.5344379672483971 3.029470443725586 False 5 3900 28.66 84.36 1446.4717 0.9669426179500881 0.07610756398711191 0.4862658163408799 3.0928189754486084 1308.5917 0.9672201161302336 0.0765131026689408 0.5428015136446325 2.9308366775512695 False 5 4000 28.88 83.31 1423.8867 0.9666523811229308 0.08121626061995375 0.47403656758740864 3.261763095855713 1241.1149 0.9663199947124876 0.08034411520407071 0.5374906724475018 3.1396563053131104 True 5 4100 29.23 85.14 1510.4337 0.9671250059714719 0.07285536988298257 0.4596186472980753 3.1844635009765625 1337.7534 0.967779846679193 0.07161095657426227 0.5275689804440484 2.9650583267211914 False 5 4200 28.69 82.98 1796.0527 0.9721363500586465 0.06699526980138845 0.41858951069295225 3.3534882068634033 1460.6099 0.9714706455584716 0.06645835607585057 0.5011162892167601 3.1431050300598145 False 5 4300 29.01 83.14 1529.9064 0.980670312856779 0.04983101167505203 0.42955645318170493 3.678321123123169 1673.5872 0.9805646459706588 0.049778113753628915 0.5073522565078739 3.580249309539795 False 6 4400 28.71 83.68 1261.5677 0.9730571899323736 0.06980366697663647 0.4476073257226049 3.2681796550750732 1468.4937 0.9731275782729153 0.07169474908443009 0.5195698262260917 3.10443115234375 False 6 4500 28.69 83.28 1151.0259 0.9639903510815835 0.08225699493269015 0.4648566650359883 3.1941652297973633 1283.1376 0.9638090762249795 0.08328301361285304 0.5292430277668586 2.98518705368042 False 6 4600 28.81 84.31 1411.1445 0.9662782446455165 0.08166298106057682 0.4857915375813735 3.0975289344787598 1324.7122 0.9664658135575852 0.08192777769367056 0.5416768808773019 2.942117691040039 False 6 4700 28.65 83.34 1327.0288 0.9669190918081756 0.08200369280263076 0.46599562251711946 3.181879997253418 1318.2401 0.9673968755407957 0.08189584453727584 0.525925645014555 3.031980514526367 False 6 4800 28.49 83.55 1473.596 0.9703321594226817 0.0637668415900618 0.46497224090038913 3.229771614074707 1494.6252 0.97188201537988 0.061727761622113145 0.5230653330742134 3.1028966903686523 False 6 4900 28.21 84.96 1254.6506 0.9675346722752559 0.08353980072556372 0.49431668392159245 3.190537452697754 1261.0562 0.9685620932662384 0.08062516969993591 0.5399072696634823 3.108391046524048 False 6 5000 28.56 83.86 1298.4657 0.9649885490007802 0.0824590245242904 0.4677054485261877 3.293271064758301 1249.268 0.9657521279430553 0.0809700544315028 0.5329482864192899 3.0538461208343506 True 7 5100 29.27 83.16 1200.1381 0.9635270965607294 0.08906225000567271 0.49997443728532265 3.0727901458740234 1232.8878 0.9647944141727927 0.08601252310970085 0.548920219762548 2.9539926052093506 True 7 5200 29.13 84.3 1241.8771 0.9604045603763445 0.0895477496889654 0.4922166707317977 3.085791826248169 1256.8365 0.9616500185047042 0.08709460065996716 0.5451645065254367 2.8954765796661377 False 7 5300 29.47 83.54 1207.4442 0.9620442855260913 0.09047700150951381 0.49670780909484313 3.213742733001709 1258.9796 0.963905772560262 0.08710573068572043 0.5453434159392503 3.133913993835449 False 7 5400 28.89 83.61 1196.7799 0.9597125687764263 0.0934604099104229 0.5095464793248207 3.0287058353424072 1231.0948 0.9620108785251884 0.08875023830875312 0.556239331461313 2.912205219268799 True 7 5500 29.12 83.48 1381.9723 0.9710902888750407 0.0691162376527368 0.5072023891848393 3.230360984802246 1481.7131 0.9731755088118659 0.06442776525882278 0.5579822267307596 3.1525583267211914 False 7 5600 28.89 83.52 1248.562 0.9587207753460371 0.0971589192145693 0.5048700693602917 3.044402837753296 1194.8661 0.9606154784763753 0.09197340087666693 0.5583569161717001 2.9034368991851807 True 7 5700 29.39 83.11 1345.26 0.9649738282050023 0.08006807835152266 0.4230344185920833 3.350285768508911 1335.857 0.9659637101927352 0.07670627692546683 0.49483841810984097 3.1761481761932373 False 8 5800 28.48 83.51 1234.0273 0.9575471375801079 0.09332487112541385 0.4653612113183605 3.1982669830322266 1205.5662 0.9594520571244869 0.08810165448337566 0.5300872932426235 2.9972152709960938 False 8 5900 28.85 84.04 1223.5077 0.957243557530612 0.09512887302016043 0.48471862579151964 3.126535415649414 1231.2594 0.9596442930490294 0.09000949629955 0.5420611864178944 2.9876503944396973 False 8 6000 28.93 83.28 1009.34814 0.9611305011492118 0.09818019840080967 0.48619182995340116 3.117525815963745 1233.8436 0.9632174597013832 0.09284531667678382 0.5488829851623921 2.8803977966308594 False 8 6100 28.66 85.2 1009.1286 0.959346320110761 0.10126719401132207 0.4952638202028811 3.2312450408935547 1187.4922 0.9618606552066494 0.09488286098987082 0.5498462237380644 3.139883041381836 False 8 6200 28.55 84.43 1041.0225 0.961196886462006 0.09058706240957061 0.5130862588884447 3.0705037117004395 1283.4395 0.9644655556728424 0.08413215194549054 0.5632988208122343 2.9628746509552 False 8 6300 28.98 84.86 988.30414 0.953048412817663 0.10378419201264968 0.5167998655601149 2.984130620956421 1149.1652 0.9567181929489753 0.09426915850558011 0.565461499597076 2.7933833599090576 True 8 6400 29.17 85.38 1142.7787 0.955963402497449 0.10205136810634925 0.516764064360717 2.9754695892333984 1178.1005 0.9597092696520021 0.09397866466284965 0.5636739722671239 2.800145387649536 False 9 6500 28.4 84.1 1132.5521 0.9511125235007107 0.10522147546280869 0.5244774263937144 3.1340315341949463 1171.2229 0.9552219687077029 0.09592044204318266 0.5705799232509273 2.8893954753875732 False 9 6600 29.01 85.25 1182.568 0.9562175111706934 0.10192958834429375 0.5151888419236932 3.0854830741882324 1225.4895 0.9602937358131727 0.0925734608691329 0.5667043093426876 2.9831697940826416 False 9 6700 28.82 84.21 1161.386 0.9623873184245957 0.08742760034807882 0.5115201141955091 2.989901304244995 1290.3608 0.9660457964309451 0.07924953912376644 0.5625721225472972 2.841411828994751 False 9 6800 28.5 84.32 1031.6116 0.9516538794304042 0.10150722245442126 0.512068349250237 3.002716541290283 1178.4135 0.9558674009805087 0.09270340364225596 0.5626998307774853 2.8383851051330566 False 9 6900 28.61 85.17 1622.7692 0.9582692970708834 0.08690262463314549 0.5262086300880391 3.0692458152770996 1320.5831 0.9623334949733844 0.07877055379455765 0.5707030741143065 2.8493728637695312 False 9 7000 28.92 83.13 1425.8022 0.9526560943291429 0.10847909470412644 0.5314876861426854 3.151292562484741 1188.5282 0.9581706783627927 0.09667361400454391 0.5762777799861861 3.0940980911254883 False 9 7100 29.03 83.48 1232.9784 0.9473718242471706 0.11274788508970796 0.5395359570738194 2.877406358718872 1107.7318 0.9534803244729148 0.09920632628873809 0.581183223229399 2.7335712909698486 True 9 7200 29.03 83.68 1040.8396 0.9515794800029651 0.11630550292469902 0.5289304274828212 2.9179985523223877 1152.2745 0.9570225451678994 0.10370137789005102 0.5739314003936913 2.7801129817962646 False 10 7300 28.52 83.77 966.3772 0.9488780778210387 0.1184190928585099 0.5441304283122398 2.87371826171875 1152.8324 0.9552741497789465 0.10384744960951053 0.5845737676919792 2.739745616912842 False 10 7400 28.53 83.9 938.2169 0.9510427555408334 0.11919064147274097 0.5508387394891198 2.9422996044158936 1135.2795 0.9576501076264021 0.10345200044197425 0.5853601280981339 2.890855550765991 False 10 7500 28.7 84.04 940.18036 0.9491270014502057 0.11848974496264826 0.5459094162384429 2.84710431098938 1138.5483 0.9563334180786711 0.10330411216964347 0.5825474119505842 2.7091424465179443 False 10 7600 28.58 84.35 990.97034 0.9471767089350157 0.09775154758804787 0.5429614585051583 2.952353000640869 1184.3556 0.9528366909011021 0.08463252167696518 0.5744988037746993 2.8947689533233643 False 10 7700 28.98 84.76 901.46246 0.945262508918929 0.11213053354964594 0.5481114565296278 3.3240981101989746 1159.632 0.9531424760167526 0.09601646822867783 0.5875271278085544 3.0248825550079346 False 10 7800 28.23 84.15 927.41583 0.9577330320118933 0.11758373610447909 0.5268453610316624 2.965984344482422 1186.0112 0.9619887289037992 0.10317796483911928 0.5740284357837006 2.8556973934173584 False 10 7900 28.66 84.2 906.5235 0.9491506557489034 0.1191290829644913 0.5415660049979382 2.892151117324829 1138.7045 0.9558513809418008 0.10274034534252546 0.5824886403424244 2.795602798461914 False 11 8000 28.49 83.42 1288.3546 0.9493036705411901 0.11406719864642455 0.5531650845733102 2.874809741973877 1193.9843 0.9570166671825485 0.09663069187451831 0.5861921947446997 2.8100152015686035 False 11 8100 28.86 83.01 1205.6495 0.9587586877269846 0.11386315573677411 0.5302430233554342 2.933835744857788 1219.8245 0.9622587598219563 0.10184247816132358 0.5734010838422309 2.77594256401062 False 11 8200 28.55 83.19 1186.2703 0.9539872073606851 0.11517542969446316 0.5391623519486147 2.8670132160186768 1178.9764 0.9594276238661562 0.10084337892016981 0.5834219096460366 2.727306604385376 False 11 8300 28.78 83.03 1027.5232 0.9516125459103625 0.111709816484706 0.5566355202919697 2.8495748043060303 1187.0726 0.9588795427858365 0.09546571691294219 0.5893202450370658 2.7723658084869385 False 11 8400 28.49 84.57 965.82007 0.9482766224659526 0.12415694384901138 0.5664305339226025 2.8753256797790527 1118.866 0.9558442229795133 0.10632418969406061 0.5916643013425649 2.8490071296691895 False 11 8500 28.48 85.13 1065.1202 0.9404444966028149 0.12311488397507346 0.5452533538810522 2.8536810874938965 1072.7794 0.9499263348627894 0.10291741466007155 0.5817800306609777 2.7459888458251953 True 11 8600 29.93 84.19 1003.18695 0.9529430493913564 0.11860285407658494 0.5236118564110097 2.9334630966186523 1195.2107 0.9586358495527375 0.10541286297118423 0.5718379017951541 2.7830557823181152 False 12 8700 28.32 83.22 982.7102 0.9400538567949922 0.13056549097562412 0.5626424038557888 2.8977644443511963 1058.3126 0.9496087752788823 0.10973580067783562 0.5931243553162164 2.731558084487915 True 12 8800 28.91 83.28 1208.9604 0.9436051118326908 0.1285857757690367 0.5648207923374693 2.756211519241333 1131.0399 0.9532256016384093 0.10705590185457786 0.5953360873240715 2.6651244163513184 False 12 8900 28.54 83.68 1199.244 0.9397361101381008 0.13610559327194616 0.5721637710246686 2.8004696369171143 1085.4355 0.9506463934755268 0.11160490713544562 0.597620938296754 2.770810127258301 False 12 9000 28.49 84.46 1238.3307 0.9423335334859183 0.12842892968201938 0.5686914412072902 2.9520883560180664 1119.1274 0.9528557183763804 0.10562273748264414 0.5989790529904151 2.7781450748443604 False 12 9100 28.54 85.79 1110.1992 0.9544080863274207 0.11929418997255385 0.5486700837868734 2.8730220794677734 1209.5453 0.9604382217982385 0.10239448759352036 0.5905582525989298 2.7580761909484863 False 12 9200 29.24 83.24 1081.3479 0.9566728629497686 0.11477249689929493 0.5389492318557049 2.9577889442443848 1192.0881 0.9611658840584333 0.10120174058556486 0.5808433997168838 2.8734560012817383 False 12 9300 28.93 83.52 1240.217 0.9595911852180131 0.08754547579957711 0.4941128756210734 3.271803617477417 1253.3389 0.9655184392459998 0.07335957400139155 0.5349319127997397 3.2310147285461426 False 13 9400 28.41 84.18 1145.8347 0.9480911135320756 0.12058385271178683 0.5529554227759416 2.823568820953369 1083.2395 0.9555460732213841 0.10296042894712361 0.5895270855936486 2.7209949493408203 False 13 9500 28.72 83.1 1061.3414 0.9465502844111987 0.1280121473797638 0.5538200069244068 2.8806564807891846 1105.4072 0.9550447592651485 0.10725450957623771 0.5919874469702748 2.7364587783813477 False 13 9600 28.55 84.45 950.51953 0.9456662521351665 0.12162781945503959 0.5705749933250985 2.7926394939422607 1106.2891 0.9555901166793679 0.09984815640489221 0.5993672149537247 2.6869730949401855 False 13 9700 29.03 83.5 918.5122 0.9485972807273271 0.12455600658746893 0.5275752175895096 2.955165386199951 1201.6556 0.9562512786118406 0.10576269867756619 0.5765549341533142 2.839900255203247 False 13 9800 28.95 83.92 898.0831 0.9431253921722415 0.13222399006586757 0.5578226090647553 2.874868631362915 1111.3461 0.953086034303651 0.10997682563033467 0.591617095818779 2.822545289993286 False 13 9900 28.88 83.09 977.8537 0.9441448078884758 0.10917389128976916 0.51165802449704 3.029088020324707 1283.5215 0.954049690583577 0.08904137338421769 0.5631865511416185 2.870748281478882 False 13 10000 28.56 83.09 1115.2258 0.9601164812036147 0.11626458922131387 0.5090423847218367 3.191398859024048 1242.8572 0.9655088432496929 0.09991500092085889 0.5600650058806232 3.122767448425293 False 13 10100 29.14 83.77 911.8087 0.9444672102083912 0.12914717676645912 0.5440996282671099 2.899761915206909 1122.6921 0.9534004813632966 0.1090067914522187 0.5816681169123772 2.8159070014953613 False 14 10200 28.79 84.28 1054.2146 0.9472704451409768 0.1251750050802307 0.5661659900099719 2.7877113819122314 1136.3357 0.957290405760695 0.10175224303570528 0.5927046940863675 2.73290753364563 False 14 10300 28.84 83.63 1069.33 0.9543891284952171 0.09581993192369873 0.4920548434840281 3.8151609897613525 1282.527 0.9606207507904617 0.08125898268108843 0.5438317746194398 3.8259973526000977 False 14 10400 28.51 84.74 1323.1501 0.9473810288949708 0.13055857538355348 0.5270892903924501 2.953624725341797 1129.6542 0.9558386188763424 0.11014048926551284 0.5678311507228666 2.815873861312866 False 14 10500 28.91 85.07 1513.79 0.9536031358890412 0.09506563511730719 0.5598398894702282 2.839156150817871 1377.1274 0.9637550181479762 0.07389207654943687 0.5868039927953704 2.7725558280944824 False 14 10600 28.95 84.08 1250.8704 0.944537528773354 0.12395894664831358 0.5630843121084333 2.8214468955993652 1145.2646 0.9554476254837013 0.09927632816451452 0.5887555934269357 2.749540328979492 False 14 10700 28.64 85.41 1151.1337 0.9374223052031684 0.1382414032018529 0.5753785686166174 2.7295899391174316 1082.2703 0.9505333018552798 0.10974788558631167 0.5929840414647694 2.681039810180664 False 14 10800 29.01 83.93 1208.6378 0.9366133708287195 0.14209955829120982 0.56763137625277 2.746433734893799 1095.1769 0.9501251981573179 0.11298874558505778 0.5955236497095289 2.675502300262451 False 15 10900 28.78 84.98 963.72656 0.942725656435092 0.13653121552991765 0.5727168046257691 3.11955189704895 1141.1135 0.9544310409620809 0.10943379225390441 0.5974640283750892 3.1436398029327393 False 15 11000 28.93 85.29 1096.1006 0.9389017840427054 0.12611016221097662 0.557841550638838 2.869330883026123 1199.6641 0.9504589867669669 0.10129709837036174 0.5922710764195214 2.8071675300598145 False 15 11100 28.86 85.22 2366.367 0.9524445784974221 0.0976955754484597 0.5586839407106399 2.839625120162964 1372.4298 0.9620402648217307 0.07714181881232596 0.5858780128738295 2.7696444988250732 False 15 11200 28.87 84.47 1765.5665 0.9364738824341649 0.1342827223237463 0.5608830027854479 2.8330471515655518 1091.429 0.9475557959311464 0.1100172312423638 0.5941492435268003 2.774242639541626 False 15 11300 28.88 84.03 1485.4675 0.9346832282570084 0.14023880390808952 0.571421306945088 2.8681039810180664 1098.4548 0.9478815713175539 0.11198513463221822 0.5968853061449636 2.8542141914367676 False 15 11400 28.84 83.55 1527.818 0.9345931287099395 0.13854846859400846 0.5811145223842409 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2.781649589538574 1026.9402 0.9521517718280419 0.11326920505167301 0.5979328745609319 2.737025737762451 True 18 13500 29.41 83.68 736.3376 0.9249646162955814 0.1547819615336119 0.5911983157777028 2.655695915222168 978.62726 0.9436316658121959 0.11583403490107616 0.6056354527026223 2.624725103378296 True 18 13600 29.35 83.31 709.79553 0.9340672720560751 0.15535243294007114 0.5871911167509355 2.7408814430236816 1061.323 0.9513750315229977 0.11492970754480425 0.6060890857599207 2.7460553646087646 False 18 13700 29.24 85.13 736.11707 0.9312291067731951 0.1554411964105131 0.5920296274642318 2.6590566635131836 1076.1783 0.9492806733626269 0.11428674499869983 0.6086489529754407 2.651554822921753 False 19 13800 28.63 83.71 714.92633 0.9317977272708383 0.16221664387513776 0.5950650478441698 2.6250715255737305 1043.2926 0.9491769663427791 0.12118381678714864 0.6072062596849662 2.625229835510254 False 19 13900 29.18 83.88 716.6223 0.93039355913564 0.15506807611073478 0.599039918765539 2.7113306522369385 1091.7968 0.9499663258482761 0.11143731386128568 0.6089841310575594 2.7528018951416016 False 19 14000 28.47 83.15 703.73334 0.9306259475483435 0.1614708572351925 0.5965132851584133 2.6324210166931152 1056.9976 0.9482858825952939 0.11985865639841167 0.608180802866128 2.6319243907928467 False 19 14100 28.81 83.74 760.8647 0.9302423278721121 0.1638321552843448 0.6018275936879915 2.6529903411865234 1025.351 0.9481102801652707 0.12099624120550022 0.6074006753441007 2.6853396892547607 False 19 14200 29.03 85.43 753.45337 0.9282026155612405 0.16379277443841858 0.6029035234445028 2.590871572494507 1056.0272 0.947929659369526 0.11839958344544708 0.6112957323782409 2.6111764907836914 False 19 14300 28.81 83.74 750.7212 0.9255066312955178 0.16503736377626815 0.6007256926588458 2.5800235271453857 1041.2338 0.9456193004941563 0.11889224649027147 0.6149989841437741 2.5522468090057373 False 19 14400 29.2 85.1 766.0972 0.9258739634503991 0.16226726778951983 0.6041991771681228 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2.5609192848205566 1039.7703 0.9477951576171291 0.12148807137799933 0.6157489288468022 2.5531649589538574 False 20 15000 29.02 83.41 1100.2384 0.9342792554955559 0.16090817111946126 0.6069429358128253 2.671093225479126 1056.5029 0.9522368949614965 0.11506027611423567 0.609738581213434 2.7380785942077637 False 20 15100 28.99 83.25 884.68964 0.9309860033817684 0.163599111267553 0.5998812259083764 2.645634889602661 1139.3813 0.9510142501045786 0.11578767728058698 0.6111720736042981 2.5871787071228027 False 21 15200 28.72 84.25 801.9412 0.9287337444728702 0.17261618312549562 0.6014421692636625 2.5970540046691895 1094.9446 0.9487143765565977 0.12433775330069637 0.6136704076308525 2.602433443069458 False 21 15300 29.13 83.99 820.0504 0.9193299213135077 0.17725562914783657 0.613359688131118 2.6242599487304688 1033.8949 0.9437468506677144 0.12313101697542875 0.6156288799760272 2.5992844104766846 False 21 15400 29.4 84.48 752.52625 0.9228876046573267 0.17400037011300157 0.61001275337041 2.5507304668426514 1071.7214 0.9454899461919725 0.12227630440145613 0.6130579424044832 2.5913424491882324 False 21 15500 29.42 83.98 1032.1959 0.9398386883299631 0.15856034369837943 0.5944726723808486 2.8284976482391357 1142.518 0.9544216822949697 0.11757522372716257 0.6097765253883966 2.8685576915740967 False 21 15600 28.85 84.6 829.16095 0.9262205586817088 0.17044959208053287 0.6101707077661082 2.6461844444274902 1088.7994 0.9476476464600353 0.11995020466714464 0.6151169595508724 2.7050130367279053 False 21 15700 29.05 86.11 888.08887 0.9279919452136884 0.1689998610331535 0.6102781578733565 2.7137889862060547 1042.8013 0.9479564652742598 0.1208571789703315 0.6152112546201657 2.781569480895996 False 21 15800 28.5 84.02 950.77155 0.9324930830349822 0.15061337572429254 0.5901749042391765 2.657196521759033 1141.1261 0.9495093656799719 0.10820112504059902 0.6049837036527279 2.6543726921081543 False 22 15900 28.68 83.94 822.05176 0.94016888065131 0.13912236809098713 0.5867846491295045 2.6947081089019775 1264.3114 0.9536208979769611 0.1045637732519874 0.6039627632081446 2.6895365715026855 False 22 16000 29.02 83.96 807.61426 0.9267776860711074 0.16363163075489426 0.6005158048835236 2.602863073348999 1076.0123 0.9468460088443649 0.11641719945383286 0.6075796303440719 2.603916645050049 False 22 16100 28.91 85.34 779.8099 0.9214313652687797 0.16962278803569786 0.6085403727827724 2.585118293762207 1032.6385 0.9431935472275745 0.1203763664555621 0.6105602925473771 2.584688663482666 False 22 16200 29.42 84.89 715.40485 0.9223291640394758 0.1710909342988661 0.6054352537439395 2.7321417331695557 1045.9537 0.9449231944137858 0.12012272499622216 0.61541782078812 2.6497578620910645 False 22 16300 29.12 84.08 824.53815 0.9221012733877431 0.17419595691468592 0.6121989467800946 2.618263006210327 1052.8776 0.9458569303211227 0.12023450183251884 0.6121859362302545 2.6918458938598633 False 22 16400 28.9 84.59 837.921 0.918483480401907 0.17697930760488811 0.6100356198335115 2.647095203399658 1060.1107 0.944108396049188 0.12029108047997904 0.6094257672943865 2.7239294052124023 False 22 16500 29.3 84.75 854.26996 0.91945192331766 0.17800217073925473 0.6099540308389764 2.5411899089813232 1049.4149 0.9446237538650468 0.12145334292621182 0.615750323842848 2.5458781719207764 False 22 16600 29.16 84.17 845.86566 0.916774158804774 0.18410910765123079 0.6174758144033924 2.5874433517456055 1038.6251 0.9436243109755562 0.12450316727059076 0.6154490219003473 2.6751692295074463 False 23 16700 28.79 84.19 879.62897 0.9206796931497908 0.17663365787024468 0.6147835196468197 2.545088291168213 1077.4081 0.9453412702539622 0.1203187955218312 0.6172340244873605 2.5818560123443604 False 23 16800 28.94 83.93 860.05426 0.9188600406807756 0.18296588473178893 0.621058304280876 2.529174566268921 1074.4136 0.9455674119308684 0.12212099526803664 0.6175616010620874 2.609877586364746 False 23 16900 28.84 84.75 677.23303 0.9226504709233064 0.1754449333448308 0.6212455455214483 2.565371036529541 1102.9277 0.9483432954545382 0.11597478592526396 0.6127893491328984 2.6191322803497314 False 23 17000 29.07 85.22 661.6868 0.9171502275357188 0.19121748073393413 0.6207756372459488 2.8339076042175293 1026.3513 0.9448144617042252 0.12698338717038296 0.6151300106582143 2.983826160430908 False 23 17100 29.01 84.8 657.92365 0.9146259841740201 0.19093401441487867 0.6238750208933911 2.590196371078491 1028.1067 0.9428785087806086 0.12723597682828677 0.6178096833724654 2.5968215465545654 False 23 17200 29.16 84.82 682.69836 0.917398714409882 0.18306914812162675 0.6263292800568792 2.5703446865081787 1006.3895 0.944317095741096 0.1219545889135627 0.6139983152475611 2.621154308319092 False 23 17300 29.02 83.89 673.595 0.922993733348126 0.17852895374681196 0.6203887931220077 2.5156235694885254 1056.1658 0.9478138631732218 0.1206227646590958 0.6147772003717834 2.6050283908843994 False 24 17400 28.93 86.16 722.1159 0.9230649222633177 0.18650484200033673 0.6121566282711746 2.652371644973755 1037.3169 0.946486291677868 0.12934479684582056 0.6144041376528656 2.741790533065796 False 24 17500 28.88 85.52 732.28595 0.9191112910135262 0.17775566423610709 0.6257229103419444 2.490992784500122 1034.4448 0.9449733657081704 0.12078208406246164 0.6193883433605275 2.5387179851531982 False 24 17600 28.37 85.98 734.87726 0.9178190693486268 0.18533378479914628 0.6281118175779873 2.493030071258545 1046.9565 0.9457891086014281 0.12223041420075166 0.6114844868257098 2.6283929347991943 False 24 17700 29.31 85.29 886.28064 0.9204495143510417 0.1849639170086804 0.633524565929939 2.6092987060546875 1029.3168 0.9463872850001414 0.12405388180839429 0.6217047976799921 2.7618772983551025 False 24 17800 29.52 84.73 865.6521 0.9229155188168563 0.18564160224506832 0.6317289731014264 2.63533616065979 1055.1692 0.9480796117584662 0.12558112418342957 0.6223039760711958 2.780949115753174 False 24 17900 29.37 85.32 719.0384 0.9227271517071755 0.18107024881004913 0.6257996471843172 2.470837354660034 1054.7153 0.9467440848955004 0.12370900644598719 0.618468879603118 2.527947425842285 False 24 18000 29.17 86.06 662.22345 0.9197012971461079 0.18333045306269968 0.6275043455332754 2.453909397125244 1035.6477 0.9446445699480881 0.12586703560582527 0.6219327796585475 2.5164432525634766 False 25 18100 29.23 86.09 639.86273 0.9173306342344841 0.19110908047203412 0.6346504525055131 2.4702296257019043 1017.44885 0.9452303868300407 0.1265938195676601 0.6163937501313234 2.605527877807617 False 25 18200 29.42 85.59 635.59064 0.91056158204364 0.19562219005409173 0.632607643736135 2.469170331954956 988.2499 0.940976666297522 0.12805640733331092 0.6226551806912735 2.5181257724761963 True 25 18300 29.73 85.06 677.6734 0.9261252587532568 0.1803781515328711 0.6246158294430826 2.5456759929656982 1169.325 0.9514849478233158 0.11811316460751616 0.6156855044110164 2.664699077606201 False 25 18400 29.76 85.02 634.2925 0.9136329916205702 0.1910978890848469 0.6394347309661504 2.420462131500244 1069.4377 0.9438539215609608 0.1229745967257986 0.6144527898157472 2.5834131240844727 False 25 18500 29.28 85.3 642.136 0.9148957392825856 0.1927630094801529 0.6400950321875534 2.449007749557495 1076.1355 0.9437335846309427 0.12595605259893602 0.6200538917076337 2.549363851547241 False 25 18600 29.4 85.53 712.17303 0.9152205247907308 0.19034100391587724 0.6328417047005134 2.438690662384033 1012.43256 0.9435666415967144 0.12460788724716108 0.6186353201008985 2.5618209838867188 False 25 18700 29.37 85.43 729.53296 0.9171225017715612 0.1861885814932417 0.6357315658089495 2.7459092140197754 998.0589 0.9440985663202031 0.12290816684526311 0.6194539741533578 2.7760655879974365 False 26 18800 28.82 84.57 926.7041 0.9267021598714514 0.13429895798473532 0.6002268770722953 2.721832036972046 1279.4114 0.9476145808136034 0.08916081245323819 0.5975375244239051 2.853987455368042 False 26 18900 29.31 85.59 853.78125 0.9229888342954632 0.17492841715850196 0.6089652604825024 2.573906183242798 1070.9095 0.9458861895737863 0.11918939651306001 0.6087964162841941 2.5851943492889404 False 26 19000 29.19 85.22 774.50415 0.9153075317113515 0.18711815314276656 0.6282160775627749 2.4443321228027344 1041.9503 0.9440556659473355 0.12126554418339201 0.6141392607977281 2.561077356338501 False 26 19100 29.08 84.39 759.1934 0.9196140861177597 0.18361837176760334 0.6267204449611918 2.5646779537200928 1042.7948 0.9456427510412571 0.12141152355569095 0.6130925645722479 2.712953567504883 False 26 19200 29.71 85.56 634.9649 0.9204884196539754 0.18607978861201138 0.6214015350955283 2.507601261138916 1093.4313 0.9470993513610768 0.12196006688179543 0.6056958007551903 2.643625020980835 False 26 19300 29.22 85.53 606.01904 0.9142784901923555 0.19037791216056585 0.6284407550520925 2.446812391281128 1078.0797 0.9442947345400176 0.12305548182188984 0.6174046543065206 2.5328774452209473 False 26 19400 29.17 85.28 601.5361 0.9119271690832758 0.19263295838302005 0.637045592469932 2.4413111209869385 1040.9674 0.9439102161647983 0.12145977782462714 0.6153467835992011 2.564227342605591 False 27 19500 28.83 84.36 777.53534 0.919293659931062 0.18339027227556268 0.6168453439594547 2.6878468990325928 1033.5247 0.9446691556531811 0.12321676432598945 0.6210189474480702 2.617245674133301 False 27 19600 29.67 83.97 825.6523 0.9156421586895067 0.16448662465316774 0.6183753252493406 2.5251059532165527 1098.2977 0.9435515787657762 0.10464551570250095 0.6123188989608386 2.564429998397827 False 27 19700 29.35 85.15 673.47943 0.9189177101856335 0.18757867100271744 0.6284202811917023 2.457484006881714 1072.8842 0.9453758549864624 0.12527186837951898 0.6153364139588998 2.5480704307556152 False 27 19800 29.08 83.65 645.0407 0.9154847583772409 0.19132899975115106 0.6451847592000092 2.4282305240631104 1052.9926 0.9469957120818622 0.1198299981703089 0.6203291884786766 2.5879907608032227 False 27 19900 28.69 85.36 635.96136 0.9151668746866827 0.1977773914409739 0.643417012304527 2.394301176071167 1031.8367 0.9448121884493423 0.12817826178770989 0.6170587364534583 2.575115919113159 False 27 20000 28.71 83.76 622.55615 0.9094933207838746 0.20407911007728377 0.6523749710833436 2.3451287746429443 1032.957 0.943364835780561 0.12846934856675776 0.6207652120129757 2.526036500930786 False 27 20100 28.86 84.01 594.4651 0.9131627440295363 0.19860642185764812 0.6394174839002041 2.5348732471466064 1083.6825 0.9449634783639242 0.12426465064445937 0.6201140149767619 2.710999011993408 False 27 20200 28.65 83.66 576.18207 0.9093078775165474 0.20511214935152863 0.6520582424936721 2.3402791023254395 1048.3746 0.9437706563391111 0.1267598106066731 0.6197075644697638 2.5491819381713867 False 28 20300 28.4 83.93 595.4043 0.9074332308665222 0.20433197648462859 0.6491310197378346 2.338949680328369 1016.8208 0.9421983142497719 0.12618348571162166 0.6221274897546114 2.5094053745269775 False 28 20400 28.53 83.05 588.15625 0.9143660073255975 0.20131711175567973 0.6566327549403309 2.329441785812378 1009.8201 0.9453793219290073 0.12656437348093263 0.6263677360964188 2.5404882431030273 False 28 20500 29.0 83.27 595.6956 0.9118982018761743 0.20525168760538642 0.6583495676159695 2.307692766189575 1004.55206 0.9451435274963638 0.1265740751255855 0.6222110094146563 2.533625602722168 False 28 20600 29.04 83.75 643.47095 0.9131668347159355 0.2080033096419252 0.6670282815875895 2.464397430419922 1035.1442 0.9460331649828143 0.12935287770081574 0.621479795454479 2.763603925704956 False 28 20700 28.87 83.26 718.13666 0.9121658877152126 0.20048947852741222 0.6649509033385145 2.2820703983306885 1078.2332 0.9468925461489972 0.12061837529484966 0.6017203851798528 2.617471933364868 False 28 20800 28.54 85.42 851.71313 0.9190544664599303 0.1885342313882063 0.6432940516539407 2.5500998497009277 1091.3167 0.9459763284757354 0.12260667540839036 0.6234504050176894 2.722033977508545 False 28 20900 29.01 84.72 684.2172 0.9150332735474068 0.19855717252816135 0.6568706111831829 2.3437423706054688 1036.1292 0.9461656812449822 0.12363758150689037 0.6245015986802481 2.5754518508911133 False 29 21000 28.57 83.4 727.89514 0.9070207233325441 0.20537446258442282 0.6616153533488567 2.2827789783477783 994.4132 0.941643622183687 0.12726556889654972 0.6248558837336465 2.498051166534424 False 29 21100 28.97 83.86 608.3164 0.9136464490393974 0.20074432699433845 0.6678860343332241 2.2836711406707764 1026.5393 0.946098652746521 0.12288028765262134 0.6168092012592067 2.5616419315338135 False 29 21200 29.12 84.49 612.5493 0.9127214198269642 0.20296356393681117 0.6636891275901216 2.299774169921875 1019.3907 0.9458314440580456 0.12369165609865213 0.6167744840653887 2.543264389038086 False 29 21300 29.12 84.74 608.5313 0.9159298104110527 0.20386275866266515 0.6660285617951847 2.405935764312744 1007.03754 0.947125360989639 0.12828749534949307 0.6122352086605547 2.726646900177002 False 29 21400 29.08 85.71 603.00165 0.9077873740334811 0.21050879846793535 0.6697440850675752 2.2769579887390137 1000.16254 0.943643473809355 0.12912823982381652 0.621216963183209 2.5536866188049316 False 29 21500 29.19 85.11 625.19867 0.9072563813458496 0.20433518613710686 0.6743018240713684 2.2028305530548096 1019.0918 0.9440629732431345 0.12219879045847427 0.620465816426863 2.5224971771240234 False 29 21600 28.63 85.0 711.0574 0.9110426148199361 0.19913811583102933 0.6733470047979278 2.2611780166625977 1039.7832 0.9462003377384953 0.12002036335307913 0.6194630634198981 2.5532350540161133 False 30 21700 28.78 84.46 653.57306 0.9125661021864235 0.19935239096845966 0.6592568138397223 2.343679189682007 976.21436 0.9432050893460608 0.1270462125250649 0.618502590935114 2.5775399208068848 True 30 21800 29.33 84.23 680.15063 0.9205389779696977 0.19324183270142462 0.6652715091027958 2.3233609199523926 1083.3997 0.948460743756643 0.12322200010106557 0.616060935782039 2.6022801399230957 False 30 21900 29.08 84.3 682.0161 0.9115904924363455 0.19328469878865537 0.6701251815638687 2.7266740798950195 1149.2118 0.9479039468338186 0.11065641343803363 0.6196165029529835 3.0595643520355225 False 30 22000 28.89 84.06 670.382 0.9047205017149588 0.20375809610388318 0.6700808834174423 2.2802863121032715 1040.4476 0.942633632600504 0.11891065574238598 0.6185863777424282 2.6107420921325684 False 30 22100 29.05 85.21 645.7521 0.9033412064402497 0.21069345209724596 0.6910228323182307 2.270561695098877 1024.7306 0.9421607911314884 0.12372379150124596 0.6189902413192002 2.7113351821899414 False 30 22200 29.09 84.46 774.8145 0.9416498926318062 0.1417711666031591 0.5154022168252408 3.142399311065674 1135.7493 0.959572223833455 0.09135551883893399 0.5550170526473153 3.099560499191284 False 30 22300 29.52 84.34 650.8168 0.9213777723475577 0.18510278164463448 0.6320506457581442 2.4490838050842285 1020.1548 0.9489908023235374 0.11718445695981095 0.6213886278681346 2.5123186111450195 False 31 22400 28.78 84.71 624.9463 0.9179114189648376 0.1841291392029431 0.6406370031875442 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