[ { "step": 100, "loss": 0.0025585279056394936, "l0": 63.99999954223633, "explained_variance": 0.8197871112823486, "lr": 9.999901304280685e-05 }, { "step": 200, "loss": 0.0002660445668152534, "l0": 62.67324411392212, "explained_variance": 0.9806036579608918, "lr": 9.99960522101908e-05 }, { "step": 300, "loss": 0.00021269845688948408, "l0": 32.77960577011108, "explained_variance": 0.9841006070375442, "lr": 9.999111761904036e-05 }, { "step": 400, "loss": 0.00020166986796539278, "l0": 34.738404788970946, "explained_variance": 0.9855042272806167, "lr": 9.998420946416484e-05 }, { "step": 500, "loss": 0.0001757144676230382, "l0": 32.52622207641602, "explained_variance": 0.9869152975082397, "lr": 9.997532801828647e-05 }, { "step": 600, "loss": 0.00016742123356380033, "l0": 32.155724925994875, "explained_variance": 0.9874197101593017, "lr": 9.996447363202938e-05 }, { "step": 700, "loss": 0.00015923519160423893, "l0": 31.33053457260132, "explained_variance": 0.9881395983695984, "lr": 9.995164673390607e-05 }, { "step": 800, "loss": 0.0001557587930437876, "l0": 30.825365314483644, "explained_variance": 0.9886777603626251, "lr": 9.993684783030073e-05 }, { "step": 900, "loss": 0.00014897460911015515, "l0": 30.177648639678956, "explained_variance": 0.9891615033149719, "lr": 9.992007750544861e-05 }, { "step": 1000, "loss": 0.00013811162949423306, "l0": 29.76935773849487, "explained_variance": 0.9900190377235413, "lr": 9.990133642141345e-05 }, { "step": 1100, "loss": 0.00014399291365407407, "l0": 29.56788299560547, "explained_variance": 0.9893403548002243, "lr": 9.988062531806115e-05 }, { "step": 1200, "loss": 0.0001329290006106021, "l0": 28.750072212219237, "explained_variance": 0.9900634127855301, "lr": 9.98579450130306e-05 }, { "step": 1300, "loss": 0.00012715070050035138, "l0": 28.84050582885742, "explained_variance": 0.9906664764881135, "lr": 9.983329640170123e-05 }, { "step": 1400, "loss": 0.00013035072646744083, "l0": 29.04364459991455, "explained_variance": 0.9905726206302643, "lr": 9.980668045715838e-05 }, { "step": 1500, "loss": 0.00012913130660308525, "l0": 29.0246480178833, "explained_variance": 0.9905616229772568, "lr": 9.977809823015374e-05 }, { "step": 1600, "loss": 0.00012149844333180227, "l0": 28.477850637435914, "explained_variance": 0.9910677689313888, "lr": 9.974755084906477e-05 }, { "step": 1700, "loss": 0.00011827200687548611, "l0": 27.150174617767334, "explained_variance": 0.9911068665981293, "lr": 9.971503951984974e-05 }, { "step": 1800, "loss": 0.00013309784066223074, "l0": 28.808800239562988, "explained_variance": 0.9904264742136002, "lr": 9.968056552600018e-05 }, { "step": 1900, "loss": 0.00012283004223718309, "l0": 27.609773998260497, "explained_variance": 0.9909315091371537, "lr": 9.964413022849045e-05 }, { "step": 2000, "loss": 0.00012377520099107642, "l0": 27.601741352081298, "explained_variance": 0.9909061193466187, "lr": 9.96057350657236e-05 }, { "step": 2100, "loss": 0.00011359427371644415, "l0": 27.544228143692017, "explained_variance": 0.9917972815036774, "lr": 9.956538155347505e-05 }, { "step": 2200, "loss": 0.00012130445567891001, "l0": 28.276655664443968, "explained_variance": 0.9912407267093658, "lr": 9.952307128483236e-05 }, { "step": 2300, "loss": 0.00011381874453945784, "l0": 28.15675542831421, "explained_variance": 0.9917284387350083, "lr": 9.947880593013232e-05 }, { "step": 2400, "loss": 0.00010647847222571726, "l0": 27.19103569030762, "explained_variance": 0.992134096622467, "lr": 9.943258723689546e-05 }, { "step": 2500, "loss": 0.00011169755969604012, "l0": 27.51726978302002, "explained_variance": 0.9918217760324478, "lr": 9.938441702975667e-05 }, { "step": 2600, "loss": 0.00010439847013913095, "l0": 27.076916885375976, "explained_variance": 0.992248951792717, "lr": 9.933429721039308e-05 }, { "step": 2700, "loss": 0.00012167958426289261, "l0": 27.796794204711915, "explained_variance": 0.9911636286973953, "lr": 9.928222975744967e-05 }, { "step": 2800, "loss": 0.00010880105488467961, "l0": 27.386959495544435, "explained_variance": 0.9920722836256027, "lr": 9.922821672646003e-05 }, { "step": 2900, "loss": 0.00010943618057353888, "l0": 28.458875122070314, "explained_variance": 0.992132328748703, "lr": 9.917226024976627e-05 }, { "step": 3000, "loss": 0.00010786396989715286, "l0": 27.813999786376954, "explained_variance": 0.9920728546380997, "lr": 9.91143625364342e-05 }, { "step": 3100, "loss": 0.00010756818795925937, "l0": 28.02099328994751, "explained_variance": 0.9920915067195892, "lr": 9.905452587216644e-05 }, { "step": 3200, "loss": 0.00010622943445923739, "l0": 27.58421061515808, "explained_variance": 0.9922229957580566, "lr": 9.899275261921206e-05 }, { "step": 3300, "loss": 0.00011432012503064471, "l0": 28.34621940612793, "explained_variance": 0.9916349565982818, "lr": 9.892904521627329e-05 }, { "step": 3400, "loss": 9.763858644873836e-05, "l0": 27.79212082862854, "explained_variance": 0.9927877241373062, "lr": 9.886340617840943e-05 }, { "step": 3500, "loss": 0.00010050168290035799, "l0": 28.548176860809328, "explained_variance": 0.9927553170919419, "lr": 9.879583809693707e-05 }, { "step": 3600, "loss": 0.00010128253816219513, "l0": 27.803701610565184, "explained_variance": 0.9926228940486908, "lr": 9.872634363932857e-05 }, { "step": 3700, "loss": 0.00010838301142939599, "l0": 27.203073387145995, "explained_variance": 0.9920935940742492, "lr": 9.8654925549106e-05 }, { "step": 3800, "loss": 9.371792235469911e-05, "l0": 27.036545782089235, "explained_variance": 0.9930758619308472, "lr": 9.858158664573341e-05 }, { "step": 3900, "loss": 9.900855686282739e-05, "l0": 28.54360966682434, "explained_variance": 0.9928330624103546, "lr": 9.8506329824505e-05 }, { "step": 4000, "loss": 9.997434412071016e-05, "l0": 28.181534948349, "explained_variance": 0.9927145922183991, "lr": 9.842915805643127e-05 }, { "step": 4100, "loss": 9.790616917598527e-05, "l0": 27.13176092147827, "explained_variance": 0.9926594996452331, "lr": 9.835007438812141e-05 }, { "step": 4200, "loss": 9.252423889847705e-05, "l0": 27.539130249023437, "explained_variance": 0.9931205195188523, "lr": 9.826908194166331e-05 }, { "step": 4300, "loss": 9.267585508496268e-05, "l0": 28.447237491607666, "explained_variance": 0.9932125395536423, "lr": 9.81861839145001e-05 }, { "step": 4400, "loss": 0.00010077373732201522, "l0": 27.301146879196168, "explained_variance": 0.9926023226976395, "lr": 9.810138357930401e-05 }, { "step": 4500, "loss": 9.229499315551947e-05, "l0": 26.837959327697753, "explained_variance": 0.9931743663549423, "lr": 9.801468428384684e-05 }, { "step": 4600, "loss": 9.663789569458459e-05, "l0": 27.021136169433593, "explained_variance": 0.9928161990642548, "lr": 9.792608945086848e-05 }, { "step": 4700, "loss": 9.179116215818795e-05, "l0": 26.599929409027098, "explained_variance": 0.9931442874670029, "lr": 9.783560257794113e-05 }, { "step": 4800, "loss": 9.52809413865907e-05, "l0": 29.017795877456663, "explained_variance": 0.993116597533226, "lr": 9.774322723733168e-05 }, { "step": 4900, "loss": 9.260019498469774e-05, "l0": 27.707655115127565, "explained_variance": 0.9930577099323272, "lr": 9.764896707586046e-05 }, { "step": 5000, "loss": 9.175737115583615e-05, "l0": 27.619462032318115, "explained_variance": 0.9931606525182723, "lr": 9.755282581475721e-05 }, { "step": 5100, "loss": 9.104332490096567e-05, "l0": 26.67270215988159, "explained_variance": 0.9930990993976593, "lr": 9.745480724951432e-05 }, { "step": 5200, "loss": 9.547780016873731e-05, "l0": 28.765672473907472, "explained_variance": 0.9931302833557129, "lr": 9.735491524973677e-05 }, { "step": 5300, "loss": 9.044523318152642e-05, "l0": 26.993952102661133, "explained_variance": 0.9933181470632553, "lr": 9.72531537589898e-05 }, { "step": 5400, "loss": 9.195287042530253e-05, "l0": 27.594616470336913, "explained_variance": 0.993323592543602, "lr": 9.714952679464274e-05 }, { "step": 5500, "loss": 9.48349360623979e-05, "l0": 27.021717195510863, "explained_variance": 0.9929478532075882, "lr": 9.704403844771081e-05 }, { "step": 5600, "loss": 8.723125953110866e-05, "l0": 26.521950674057006, "explained_variance": 0.9934512990713119, "lr": 9.693669288269319e-05 }, { "step": 5700, "loss": 8.901507662812946e-05, "l0": 27.834423084259033, "explained_variance": 0.9935494828224182, "lr": 9.682749433740909e-05 }, { "step": 5800, "loss": 8.767946656007553e-05, "l0": 27.527931871414186, "explained_variance": 0.9935836666822433, "lr": 9.671644712283003e-05 }, { "step": 5900, "loss": 9.028856282384368e-05, "l0": 27.56760209083557, "explained_variance": 0.9933215796947479, "lr": 9.66035556229099e-05 }, { "step": 6000, "loss": 8.531396928447065e-05, "l0": 27.048812255859374, "explained_variance": 0.9937005925178528, "lr": 9.64888242944119e-05 }, { "step": 6100, "loss": 8.502899872837588e-05, "l0": 27.380313997268676, "explained_variance": 0.9937066048383713, "lr": 9.637225766673237e-05 }, { "step": 6200, "loss": 9.077888549654744e-05, "l0": 27.78736813545227, "explained_variance": 0.9934697407484054, "lr": 9.625386034172211e-05 }, { "step": 6300, "loss": 0.00013248491777630988, "l0": 26.87981053352356, "explained_variance": 0.9900156098604203, "lr": 9.613363699350492e-05 }, { "step": 6400, "loss": 8.771154716669116e-05, "l0": 26.920769033432006, "explained_variance": 0.9935032737255096, "lr": 9.60115923682927e-05 }, { "step": 6500, "loss": 8.38301879412029e-05, "l0": 28.06934287071228, "explained_variance": 0.9940019869804382, "lr": 9.588773128419825e-05 }, { "step": 6600, "loss": 8.624305184639524e-05, "l0": 27.958693542480468, "explained_variance": 0.9937955158948898, "lr": 9.576205863104515e-05 }, { "step": 6700, "loss": 8.402567447774345e-05, "l0": 27.399460258483888, "explained_variance": 0.9938213890790939, "lr": 9.56345793701744e-05 }, { "step": 6800, "loss": 7.917832161183469e-05, "l0": 27.158771057128906, "explained_variance": 0.994220564365387, "lr": 9.55052985342491e-05 }, { "step": 6900, "loss": 8.771803513809572e-05, "l0": 27.410918254852294, "explained_variance": 0.9935489988327026, "lr": 9.537422122705516e-05 }, { "step": 7000, "loss": 8.219792209274602e-05, "l0": 26.79654323577881, "explained_variance": 0.9938906353712081, "lr": 9.524135262330027e-05 }, { "step": 7100, "loss": 8.477869119815296e-05, "l0": 27.665242919921877, "explained_variance": 0.9937471759319305, "lr": 9.510669796840944e-05 }, { "step": 7200, "loss": 8.29355209498317e-05, "l0": 27.686070575714112, "explained_variance": 0.9939592236280441, "lr": 9.497026257831778e-05 }, { "step": 7300, "loss": 8.53749714588048e-05, "l0": 28.8283243560791, "explained_variance": 0.9938320928812027, "lr": 9.483205183926101e-05 }, { "step": 7400, "loss": 8.541226583474781e-05, "l0": 28.342165908813477, "explained_variance": 0.9937879759073257, "lr": 9.469207120756241e-05 }, { "step": 7500, "loss": 8.525131652277196e-05, "l0": 27.8385927772522, "explained_variance": 0.9937380862236023, "lr": 9.455032620941768e-05 }, { "step": 7600, "loss": 8.254444455815246e-05, "l0": 27.774738149642943, "explained_variance": 0.9938727247714997, "lr": 9.440682244067645e-05 }, { "step": 7700, "loss": 9.394836248247884e-05, "l0": 28.472696361541747, "explained_variance": 0.9931665521860122, "lr": 9.426156556662204e-05 }, { "step": 7800, "loss": 8.036610121052946e-05, "l0": 27.556657075881958, "explained_variance": 0.9941065174341202, "lr": 9.411456132174686e-05 }, { "step": 7900, "loss": 8.463915874017403e-05, "l0": 27.73204165458679, "explained_variance": 0.9938512831926346, "lr": 9.396581550952703e-05 }, { "step": 8000, "loss": 8.215464014938334e-05, "l0": 27.706996059417726, "explained_variance": 0.9940153098106385, "lr": 9.381533400219238e-05 }, { "step": 8100, "loss": 8.692869767401134e-05, "l0": 27.430195808410645, "explained_variance": 0.9936925089359283, "lr": 9.366312274049527e-05 }, { "step": 8200, "loss": 7.655402001546463e-05, "l0": 26.976748838424683, "explained_variance": 0.9943429982662201, "lr": 9.350918773347548e-05 }, { "step": 8300, "loss": 8.218180282710818e-05, "l0": 28.317712440490723, "explained_variance": 0.9940816068649292, "lr": 9.335353505822369e-05 }, { "step": 8400, "loss": 8.166682429873618e-05, "l0": 27.327899904251097, "explained_variance": 0.9940083998441697, "lr": 9.3196170859641e-05 }, { "step": 8500, "loss": 8.345464404555969e-05, "l0": 27.108889875411986, "explained_variance": 0.9937859654426575, "lr": 9.303710135019642e-05 }, { "step": 8600, "loss": 7.416744505462702e-05, "l0": 25.919926834106445, "explained_variance": 0.9944385778903961, "lr": 9.287633280968187e-05 }, { "step": 8700, "loss": 7.867867527238558e-05, "l0": 26.870272731781007, "explained_variance": 0.9941729980707169, "lr": 9.271387158496398e-05 }, { "step": 8800, "loss": 7.770641281240387e-05, "l0": 27.03365972518921, "explained_variance": 0.9943209356069564, "lr": 9.254972408973384e-05 }, { "step": 8900, "loss": 7.5858214913751e-05, "l0": 27.37339017868042, "explained_variance": 0.9944701302051544, "lr": 9.238389680425346e-05 }, { "step": 9000, "loss": 9.311502133641625e-05, "l0": 25.83591640472412, "explained_variance": 0.9928723567724228, "lr": 9.221639627509997e-05 }, { "step": 9100, "loss": 7.898366449808236e-05, "l0": 27.23095567703247, "explained_variance": 0.994219987988472, "lr": 9.204722911490761e-05 }, { "step": 9200, "loss": 8.177994153811596e-05, "l0": 27.842022190093996, "explained_variance": 0.994000603556633, "lr": 9.187640200210631e-05 }, { "step": 9300, "loss": 7.55162469431525e-05, "l0": 26.467680253982543, "explained_variance": 0.9942915952205658, "lr": 9.170392168065778e-05 }, { "step": 9400, "loss": 7.486744620109676e-05, "l0": 26.676188707351685, "explained_variance": 0.9943912929296493, "lr": 9.152979495978994e-05 }, { "step": 9500, "loss": 7.718920162005816e-05, "l0": 26.64610454559326, "explained_variance": 0.9942189347743988, "lr": 9.135402871372738e-05 }, { "step": 9600, "loss": 8.303867765789619e-05, "l0": 27.76668210029602, "explained_variance": 0.9939151841402054, "lr": 9.117662988142066e-05 }, { "step": 9700, "loss": 7.678820449655177e-05, "l0": 27.598809146881102, "explained_variance": 0.9944704163074494, "lr": 9.099760546627195e-05 }, { "step": 9800, "loss": 8.177794337825617e-05, "l0": 27.427121257781984, "explained_variance": 0.9940055447816849, "lr": 9.081696253585846e-05 }, { "step": 9900, "loss": 8.13767065119464e-05, "l0": 26.56298462867737, "explained_variance": 0.9938447976112366, "lr": 9.063470822165394e-05 }, { "step": 10000, "loss": 7.396680222882424e-05, "l0": 26.96562303543091, "explained_variance": 0.9945077121257782, "lr": 9.045084971874666e-05 }, { "step": 10100, "loss": 7.496736536268145e-05, "l0": 27.887132625579834, "explained_variance": 0.9945920300483704, "lr": 9.02653942855554e-05 }, { "step": 10200, "loss": 8.073002933087991e-05, "l0": 27.38070468902588, "explained_variance": 0.994051125049591, "lr": 9.007834924354318e-05 }, { "step": 10300, "loss": 7.716601248830557e-05, "l0": 27.43558536529541, "explained_variance": 0.9943055659532547, "lr": 8.988972197692794e-05 }, { "step": 10400, "loss": 7.637569200596772e-05, "l0": 27.305109910964966, "explained_variance": 0.9944078373908997, "lr": 8.969951993239115e-05 }, { "step": 10500, "loss": 7.752777244604658e-05, "l0": 27.348396615982054, "explained_variance": 0.9943268603086471, "lr": 8.950775061878395e-05 }, { "step": 10600, "loss": 8.261004499217962e-05, "l0": 27.453985738754273, "explained_variance": 0.9939528673887252, "lr": 8.931442160683037e-05 }, { "step": 10700, "loss": 8.861302434524987e-05, "l0": 26.855073041915894, "explained_variance": 0.9933893269300461, "lr": 8.911954052882888e-05 }, { "step": 10800, "loss": 7.773788111080649e-05, "l0": 27.447930545806884, "explained_variance": 0.9943600809574127, "lr": 8.892311507835071e-05 }, { "step": 10900, "loss": 7.445896193530643e-05, "l0": 28.115631732940674, "explained_variance": 0.9946752786636353, "lr": 8.87251530099363e-05 }, { "step": 11000, "loss": 7.573054554086412e-05, "l0": 27.014335775375365, "explained_variance": 0.99437002658844, "lr": 8.852566213878907e-05 }, { "step": 11100, "loss": 7.425834799505537e-05, "l0": 27.385539989471436, "explained_variance": 0.9946032941341401, "lr": 8.832465034046708e-05 }, { "step": 11200, "loss": 7.405104657664197e-05, "l0": 27.77267301559448, "explained_variance": 0.9946541011333465, "lr": 8.812212555057191e-05 }, { "step": 11300, "loss": 7.355295860179467e-05, "l0": 26.624716205596926, "explained_variance": 0.9944924116134644, "lr": 8.791809576443567e-05 }, { "step": 11400, "loss": 7.55611027852865e-05, "l0": 27.205514488220214, "explained_variance": 0.9944297218322754, "lr": 8.771256903680474e-05 }, { "step": 11500, "loss": 7.375335073447786e-05, "l0": 27.21810127258301, "explained_variance": 0.994558464884758, "lr": 8.75055534815224e-05 }, { "step": 11600, "loss": 7.322953155380673e-05, "l0": 27.608872623443602, "explained_variance": 0.9947194135189057, "lr": 8.729705727120857e-05 }, { "step": 11700, "loss": 7.591366455017123e-05, "l0": 27.932577743530274, "explained_variance": 0.9944722145795822, "lr": 8.708708863693654e-05 }, { "step": 11800, "loss": 7.58181019773474e-05, "l0": 27.655406332015993, "explained_variance": 0.9944571083784104, "lr": 8.687565586790828e-05 }, { "step": 11900, "loss": 8.736385807424085e-05, "l0": 27.55708282470703, "explained_variance": 0.9935892903804779, "lr": 8.666276731112755e-05 }, { "step": 12000, "loss": 7.715371750236954e-05, "l0": 27.831725664138794, "explained_variance": 0.9943669670820237, "lr": 8.644843137107011e-05 }, { "step": 12100, "loss": 7.513406744692474e-05, "l0": 27.0784503364563, "explained_variance": 0.9943966227769852, "lr": 8.623265650935186e-05 }, { "step": 12200, "loss": 7.284919076482765e-05, "l0": 28.022753105163574, "explained_variance": 0.9947254014015198, "lr": 8.601545124439489e-05 }, { "step": 12300, "loss": 7.255006014020182e-05, "l0": 27.22400492668152, "explained_variance": 0.994697203040123, "lr": 8.579682415109113e-05 }, { "step": 12400, "loss": 7.745458671706729e-05, "l0": 27.94986759185791, "explained_variance": 0.9943900161981583, "lr": 8.557678386046385e-05 }, { "step": 12500, "loss": 7.212731605250156e-05, "l0": 27.309177207946778, "explained_variance": 0.9947565335035324, "lr": 8.535533905932697e-05 }, { "step": 12600, "loss": 7.086077384883538e-05, "l0": 27.464752235412597, "explained_variance": 0.9948143988847733, "lr": 8.513249848994207e-05 }, { "step": 12700, "loss": 7.180251053796382e-05, "l0": 27.775257892608643, "explained_variance": 0.9947828722000122, "lr": 8.490827094967327e-05 }, { "step": 12800, "loss": 6.840873247710988e-05, "l0": 27.237005910873414, "explained_variance": 0.9949832475185394, "lr": 8.468266529063988e-05 }, { "step": 12900, "loss": 7.828622776287375e-05, "l0": 26.584930238723754, "explained_variance": 0.9941277116537094, "lr": 8.445569041936712e-05 }, { "step": 13000, "loss": 7.085746747179656e-05, "l0": 26.64059774398804, "explained_variance": 0.9947541332244874, "lr": 8.422735529643411e-05 }, { "step": 13100, "loss": 7.11565797610092e-05, "l0": 26.30378164291382, "explained_variance": 0.9946535587310791, "lr": 8.399766893612064e-05 }, { "step": 13200, "loss": 7.000238041655393e-05, "l0": 27.416204471588134, "explained_variance": 0.9949156278371811, "lr": 8.376664040605083e-05 }, { "step": 13300, "loss": 6.953947977308416e-05, "l0": 26.940010051727295, "explained_variance": 0.9948802506923675, "lr": 8.353427882683565e-05 }, { "step": 13400, "loss": 8.657911643240368e-05, "l0": 25.735979623794556, "explained_variance": 0.9933297228813172, "lr": 8.330059337171229e-05 }, { "step": 13500, "loss": 7.16780876609846e-05, "l0": 28.357604122161867, "explained_variance": 0.9948194110393525, "lr": 8.306559326618228e-05 }, { "step": 13600, "loss": 7.047019800666022e-05, "l0": 27.08587197303772, "explained_variance": 0.9947919869422912, "lr": 8.282928778764752e-05 }, { "step": 13700, "loss": 6.748750027327333e-05, "l0": 26.119311056137086, "explained_variance": 0.99485671043396, "lr": 8.259168626504364e-05 }, { "step": 13800, "loss": 7.09502163954312e-05, "l0": 27.117438869476317, "explained_variance": 0.9947092467546463, "lr": 8.235279807847192e-05 }, { "step": 13900, "loss": 7.297937772818842e-05, "l0": 27.320383462905884, "explained_variance": 0.994612512588501, "lr": 8.211263265882895e-05 }, { "step": 14000, "loss": 7.331170025281608e-05, "l0": 27.194102668762206, "explained_variance": 0.9946122276782989, "lr": 8.187119948743422e-05 }, { "step": 14100, "loss": 7.088673377438682e-05, "l0": 27.586262493133546, "explained_variance": 0.9948963844776153, "lr": 8.16285080956559e-05 }, { "step": 14200, "loss": 7.607743358676089e-05, "l0": 27.364063329696656, "explained_variance": 0.994388924241066, "lr": 8.13845680645347e-05 }, { "step": 14300, "loss": 6.831594986579148e-05, "l0": 26.304239902496338, "explained_variance": 0.9948125851154327, "lr": 8.113938902440532e-05 }, { "step": 14400, "loss": 6.736600313161035e-05, "l0": 26.834672203063963, "explained_variance": 0.9950198900699615, "lr": 8.089298065451637e-05 }, { "step": 14500, "loss": 7.03186674581957e-05, "l0": 28.026358041763306, "explained_variance": 0.9949397158622741, "lr": 8.064535268264845e-05 }, { "step": 14600, "loss": 7.343993147514993e-05, "l0": 27.392674655914306, "explained_variance": 0.9945738637447357, "lr": 8.039651488472995e-05 }, { "step": 14700, "loss": 6.93520270215231e-05, "l0": 27.328710584640504, "explained_variance": 0.9949082142114639, "lr": 8.0146477084451e-05 }, { "step": 14800, "loss": 6.802205607527866e-05, "l0": 26.917577390670775, "explained_variance": 0.994951588511467, "lr": 7.989524915287575e-05 }, { "step": 14900, "loss": 6.782119286071974e-05, "l0": 26.98317645072937, "explained_variance": 0.9950281196832657, "lr": 7.964284100805273e-05 }, { "step": 15000, "loss": 0.00010537872938584769, "l0": 27.60591549873352, "explained_variance": 0.9921867483854294, "lr": 7.93892626146234e-05 }, { "step": 15100, "loss": 7.112832397979219e-05, "l0": 26.960365962982177, "explained_variance": 0.9947334372997284, "lr": 7.913452398342859e-05 }, { "step": 15200, "loss": 6.757545506843598e-05, "l0": 27.529130458831787, "explained_variance": 0.9951319605112076, "lr": 7.887863517111309e-05 }, { "step": 15300, "loss": 6.890029417263576e-05, "l0": 27.451123857498168, "explained_variance": 0.9949859219789505, "lr": 7.862160627972923e-05 }, { "step": 15400, "loss": 6.902081031512353e-05, "l0": 27.395108346939086, "explained_variance": 0.9949336910247802, "lr": 7.836344745633758e-05 }, { "step": 15500, "loss": 6.719578050251585e-05, "l0": 27.291673450469972, "explained_variance": 0.9951143282651901, "lr": 7.810416889260632e-05 }, { "step": 15600, "loss": 6.779036579246167e-05, "l0": 27.220989646911622, "explained_variance": 0.9950488597154618, "lr": 7.78437808244092e-05 }, { "step": 15700, "loss": 6.866552979772677e-05, "l0": 27.133035278320314, "explained_variance": 0.9949216175079346, "lr": 7.758229353142133e-05 }, { "step": 15800, "loss": 7.041473760182271e-05, "l0": 27.04681197166443, "explained_variance": 0.9948018753528595, "lr": 7.73197173367133e-05 }, { "step": 15900, "loss": 7.041561675578124e-05, "l0": 27.393024291992187, "explained_variance": 0.9948549711704254, "lr": 7.705606260634364e-05 }, { "step": 16000, "loss": 6.920188447111286e-05, "l0": 27.928975715637208, "explained_variance": 0.9950098699331283, "lr": 7.679133974894975e-05 }, { "step": 16100, "loss": 6.947519796085544e-05, "l0": 27.54163333892822, "explained_variance": 0.9949167770147324, "lr": 7.652555921533661e-05 }, { "step": 16200, "loss": 7.063642380671808e-05, "l0": 27.809831075668335, "explained_variance": 0.9948455637693405, "lr": 7.625873149806462e-05 }, { "step": 16300, "loss": 7.544171006884426e-05, "l0": 27.59150623321533, "explained_variance": 0.9944668406248093, "lr": 7.599086713103529e-05 }, { "step": 16400, "loss": 7.230742528918199e-05, "l0": 27.921894588470458, "explained_variance": 0.9947351586818695, "lr": 7.572197668907509e-05 }, { "step": 16500, "loss": 6.769444666133495e-05, "l0": 26.929247217178343, "explained_variance": 0.994956242442131, "lr": 7.545207078751833e-05 }, { "step": 16600, "loss": 6.804813132475829e-05, "l0": 28.055527019500733, "explained_variance": 0.9950850749015808, "lr": 7.518116008178775e-05 }, { "step": 16700, "loss": 6.597922580112935e-05, "l0": 27.173997001647948, "explained_variance": 0.9951748037338257, "lr": 7.490925526697437e-05 }, { "step": 16800, "loss": 7.124490712158149e-05, "l0": 27.273104305267335, "explained_variance": 0.9947967207431794, "lr": 7.46363670774144e-05 }, { "step": 16900, "loss": 6.617252161959186e-05, "l0": 27.158373861312867, "explained_variance": 0.9951670593023301, "lr": 7.436250628626647e-05 }, { "step": 17000, "loss": 6.81566663479316e-05, "l0": 27.64689383506775, "explained_variance": 0.9950255787372589, "lr": 7.408768370508559e-05 }, { "step": 17100, "loss": 6.764217876479961e-05, "l0": 28.05838020324707, "explained_variance": 0.9951287305355072, "lr": 7.381191018339673e-05 }, { "step": 17200, "loss": 6.998171265877317e-05, "l0": 26.69880669593811, "explained_variance": 0.9947690713405609, "lr": 7.353519660826639e-05 }, { "step": 17300, "loss": 7.408451776427682e-05, "l0": 26.407327432632446, "explained_variance": 0.9944439876079559, "lr": 7.325755390387274e-05 }, { "step": 17400, "loss": 6.493057433544891e-05, "l0": 26.6763143825531, "explained_variance": 0.995175668001175, "lr": 7.29789930310742e-05 }, { "step": 17500, "loss": 6.544152933201985e-05, "l0": 26.629135694503784, "explained_variance": 0.9951577758789063, "lr": 7.26995249869771e-05 }, { "step": 17600, "loss": 6.548357274368754e-05, "l0": 27.01457510948181, "explained_variance": 0.9951966160535812, "lr": 7.241916080450135e-05 }, { "step": 17700, "loss": 6.430645418731729e-05, "l0": 26.413001461029054, "explained_variance": 0.9952044254541397, "lr": 7.213791155194484e-05 }, { "step": 17800, "loss": 7.577707852760795e-05, "l0": 26.198348655700684, "explained_variance": 0.9942631095647811, "lr": 7.185578833254645e-05 }, { "step": 17900, "loss": 6.90469866458443e-05, "l0": 27.981618003845213, "explained_variance": 0.9950035399198532, "lr": 7.15728022840478e-05 }, { "step": 18000, "loss": 6.442545698519097e-05, "l0": 26.34206434249878, "explained_variance": 0.9951721566915512, "lr": 7.128896457825341e-05 }, { "step": 18100, "loss": 6.492289510788396e-05, "l0": 26.328733186721802, "explained_variance": 0.9950723540782929, "lr": 7.100428642058996e-05 }, { "step": 18200, "loss": 6.558503391715931e-05, "l0": 26.772000732421876, "explained_variance": 0.9950995635986328, "lr": 7.071877904966383e-05 }, { "step": 18300, "loss": 6.60419921769062e-05, "l0": 27.332448749542237, "explained_variance": 0.9951543074846267, "lr": 7.043245373681702e-05 }, { "step": 18400, "loss": 7.180326567322481e-05, "l0": 27.5420179271698, "explained_variance": 0.9947339898347854, "lr": 7.01453217856827e-05 }, { "step": 18500, "loss": 6.667252109764377e-05, "l0": 27.194233436584472, "explained_variance": 0.995164812207222, "lr": 6.98573945317386e-05 }, { "step": 18600, "loss": 7.118371628166643e-05, "l0": 27.259802808761595, "explained_variance": 0.9947282916307449, "lr": 6.956868334185972e-05 }, { "step": 18700, "loss": 6.460669876105385e-05, "l0": 26.5825554561615, "explained_variance": 0.9951505237817764, "lr": 6.927919961386951e-05 }, { "step": 18800, "loss": 6.459978099883301e-05, "l0": 27.252839641571043, "explained_variance": 0.9952684420347214, "lr": 6.898895477608966e-05 }, { "step": 18900, "loss": 6.509669805382145e-05, "l0": 27.57955997467041, "explained_variance": 0.995278697013855, "lr": 6.86979602868896e-05 }, { "step": 19000, "loss": 6.92306037308299e-05, "l0": 27.997940578460693, "explained_variance": 0.9949643206596375, "lr": 6.840622763423348e-05 }, { "step": 19100, "loss": 6.637682952714385e-05, "l0": 27.25336687088013, "explained_variance": 0.9951056480407715, "lr": 6.811376833522683e-05 }, { "step": 19200, "loss": 6.364564815157792e-05, "l0": 26.563567371368407, "explained_variance": 0.995234962105751, "lr": 6.782059393566208e-05 }, { "step": 19300, "loss": 6.547679131472251e-05, "l0": 27.489953422546385, "explained_variance": 0.9952547907829284, "lr": 6.752671600956246e-05 }, { "step": 19400, "loss": 8.64039682346629e-05, "l0": 27.08288492202759, "explained_variance": 0.993609310388565, "lr": 6.723214615872534e-05 }, { "step": 19500, "loss": 6.706525789923034e-05, "l0": 27.24358751296997, "explained_variance": 0.995063453912735, "lr": 6.693689601226404e-05 }, { "step": 19600, "loss": 6.33842742536217e-05, "l0": 27.503262481689454, "explained_variance": 0.9954248940944672, "lr": 6.664097722614889e-05 }, { "step": 19700, "loss": 6.711396876198706e-05, "l0": 27.441715259552, "explained_variance": 0.9951067930459976, "lr": 6.634440148274676e-05 }, { "step": 19800, "loss": 6.555223149916856e-05, "l0": 27.424020881652833, "explained_variance": 0.9952181750535964, "lr": 6.604718049036002e-05 }, { "step": 19900, "loss": 6.261748803808587e-05, "l0": 26.947304553985596, "explained_variance": 0.9953962481021881, "lr": 6.574932598276479e-05 }, { "step": 20000, "loss": 6.431294044887182e-05, "l0": 27.074337635040283, "explained_variance": 0.9952728354930878, "lr": 6.545084971874695e-05 }, { "step": 20100, "loss": 6.476623831986217e-05, "l0": 27.111507596969606, "explained_variance": 0.9952100837230682, "lr": 6.515176348163833e-05 }, { "step": 20200, "loss": 6.652481839410029e-05, "l0": 27.45153339385986, "explained_variance": 0.9951446968317031, "lr": 6.48520790788514e-05 }, { "step": 20300, "loss": 6.563851828104816e-05, "l0": 27.14463289260864, "explained_variance": 0.9951930558681488, "lr": 6.455180834141328e-05 }, { "step": 20400, "loss": 6.708592864015372e-05, "l0": 28.209417200088502, "explained_variance": 0.9951815694570542, "lr": 6.425096312349849e-05 }, { "step": 20500, "loss": 6.655739598500076e-05, "l0": 27.377607526779176, "explained_variance": 0.9950986313819885, "lr": 6.39495553019611e-05 }, { "step": 20600, "loss": 6.682516977889464e-05, "l0": 27.60225444793701, "explained_variance": 0.9951020061969758, "lr": 6.364759677586592e-05 }, { "step": 20700, "loss": 6.722019676089985e-05, "l0": 27.608386631011964, "explained_variance": 0.9950872397422791, "lr": 6.334509946601843e-05 }, { "step": 20800, "loss": 6.809631384385284e-05, "l0": 27.81541515350342, "explained_variance": 0.9950034546852112, "lr": 6.304207531449447e-05 }, { "step": 20900, "loss": 6.291167752351611e-05, "l0": 26.799653005599975, "explained_variance": 0.995327563881874, "lr": 6.273853628416876e-05 }, { "step": 21000, "loss": 6.763464290997944e-05, "l0": 28.068927698135376, "explained_variance": 0.9951239323616028, "lr": 6.243449435824235e-05 }, { "step": 21100, "loss": 6.59405579790473e-05, "l0": 27.4862353515625, "explained_variance": 0.9951779609918594, "lr": 6.212996153977003e-05 }, { "step": 21200, "loss": 6.495178113254951e-05, "l0": 26.51924771308899, "explained_variance": 0.9952235752344132, "lr": 6.182494985118589e-05 }, { "step": 21300, "loss": 6.316707091173156e-05, "l0": 27.29971851348877, "explained_variance": 0.9953660428524017, "lr": 6.151947133382912e-05 }, { "step": 21400, "loss": 6.500704694190063e-05, "l0": 27.744291067123413, "explained_variance": 0.9952657347917557, "lr": 6.121353804746866e-05 }, { "step": 21500, "loss": 6.337316935969283e-05, "l0": 27.336959648132325, "explained_variance": 0.9953650248050689, "lr": 6.09071620698267e-05 }, { "step": 21600, "loss": 6.43341415343457e-05, "l0": 26.77840097427368, "explained_variance": 0.9952015954256058, "lr": 6.060035549610224e-05 }, { "step": 21700, "loss": 6.207608141266973e-05, "l0": 26.286921043395996, "explained_variance": 0.9953808486461639, "lr": 6.029313043849361e-05 }, { "step": 21800, "loss": 6.311218439805088e-05, "l0": 27.088779039382935, "explained_variance": 0.9953794008493424, "lr": 5.998549902571994e-05 }, { "step": 21900, "loss": 6.236616300157039e-05, "l0": 26.605793495178222, "explained_variance": 0.9954108768701553, "lr": 5.96774734025426e-05 }, { "step": 22000, "loss": 6.196894797540153e-05, "l0": 26.719590845108034, "explained_variance": 0.9954208374023438, "lr": 5.9369065729285804e-05 }, { "step": 22100, "loss": 6.299249071162194e-05, "l0": 26.356999034881593, "explained_variance": 0.9952941411733627, "lr": 5.9060288181356484e-05 }, { "step": 22200, "loss": 7.17006067498005e-05, "l0": 26.25728733062744, "explained_variance": 0.9946037435531616, "lr": 5.875115294876341e-05 }, { "step": 22300, "loss": 6.464008209150051e-05, "l0": 27.545742921829223, "explained_variance": 0.9952841413021087, "lr": 5.844167223563625e-05 }, { "step": 22400, "loss": 6.251108567084884e-05, "l0": 26.2158890914917, "explained_variance": 0.995263221859932, "lr": 5.8131858259743734e-05 }, { "step": 22500, "loss": 6.345705933199496e-05, "l0": 26.785443506240846, "explained_variance": 0.995259924530983, "lr": 5.7821723252011105e-05 }, { "step": 22600, "loss": 6.155874696560204e-05, "l0": 26.02039952278137, "explained_variance": 0.9953254729509353, "lr": 5.751127945603744e-05 }, { "step": 22700, "loss": 6.60418518964434e-05, "l0": 28.021938400268553, "explained_variance": 0.9952250730991363, "lr": 5.720053912761224e-05 }, { "step": 22800, "loss": 6.672596380667528e-05, "l0": 27.24006003379822, "explained_variance": 0.9950964951515198, "lr": 5.688951453423152e-05 }, { "step": 22900, "loss": 6.45409080243553e-05, "l0": 27.34443935394287, "explained_variance": 0.9952976453304291, "lr": 5.657821795461375e-05 }, { "step": 23000, "loss": 6.669295078609138e-05, "l0": 26.838450202941896, "explained_variance": 0.9950382202863693, "lr": 5.6266661678214816e-05 }, { "step": 23100, "loss": 6.116568285506218e-05, "l0": 26.65616681098938, "explained_variance": 0.9954295927286148, "lr": 5.595485800474308e-05 }, { "step": 23200, "loss": 6.326907485345146e-05, "l0": 27.519256277084352, "explained_variance": 0.995404794216156, "lr": 5.564281924367368e-05 }, { "step": 23300, "loss": 6.226160483493004e-05, "l0": 27.090901460647583, "explained_variance": 0.9954171478748322, "lr": 5.533055771376259e-05 }, { "step": 23400, "loss": 6.52732574599213e-05, "l0": 27.691895332336426, "explained_variance": 0.9951922154426575, "lr": 5.5018085742560344e-05 }, { "step": 23500, "loss": 6.286491548962658e-05, "l0": 27.02536470413208, "explained_variance": 0.9953772515058518, "lr": 5.470541566592536e-05 }, { "step": 23600, "loss": 6.252177980059059e-05, "l0": 26.95184090614319, "explained_variance": 0.9953580516576767, "lr": 5.439255982753684e-05 }, { "step": 23700, "loss": 6.414028659492033e-05, "l0": 27.521969165802002, "explained_variance": 0.9953729283809661, "lr": 5.407953057840758e-05 }, { "step": 23800, "loss": 7.272928542079171e-05, "l0": 26.874080991744997, "explained_variance": 0.9945992296934127, "lr": 5.376634027639629e-05 }, { "step": 23900, "loss": 6.303336303972173e-05, "l0": 26.661737937927246, "explained_variance": 0.9953193944692612, "lr": 5.345300128571996e-05 }, { "step": 24000, "loss": 6.335293954180089e-05, "l0": 28.112611989974976, "explained_variance": 0.9954784137010574, "lr": 5.313952597646537e-05 }, { "step": 24100, "loss": 6.41238459138549e-05, "l0": 27.647537508010863, "explained_variance": 0.995374345779419, "lr": 5.2825926724100904e-05 }, { "step": 24200, "loss": 6.272774749959354e-05, "l0": 27.007424154281615, "explained_variance": 0.9953671419620513, "lr": 5.251221590898818e-05 }, { "step": 24300, "loss": 6.046269292710349e-05, "l0": 27.11673551559448, "explained_variance": 0.9955921280384064, "lr": 5.219840591589298e-05 }, { "step": 24400, "loss": 6.372161707986379e-05, "l0": 27.35434720993042, "explained_variance": 0.9953272038698197, "lr": 5.188450913349647e-05 }, { "step": 24500, "loss": 6.24388918367913e-05, "l0": 26.849828948974608, "explained_variance": 0.9953631103038788, "lr": 5.157053795390618e-05 }, { "step": 24600, "loss": 6.273329447139986e-05, "l0": 27.128899536132813, "explained_variance": 0.9953662335872651, "lr": 5.125650477216662e-05 }, { "step": 24700, "loss": 6.161420533317142e-05, "l0": 27.14007439613342, "explained_variance": 0.9955129528045654, "lr": 5.094242198577011e-05 }, { "step": 24800, "loss": 6.431054393033265e-05, "l0": 27.78354024887085, "explained_variance": 0.9953177779912948, "lr": 5.062830199416736e-05 }, { "step": 24900, "loss": 6.39853014217806e-05, "l0": 27.668805894851683, "explained_variance": 0.9953443175554275, "lr": 5.031415719827772e-05 }, { "step": 25000, "loss": 6.463395635364577e-05, "l0": 27.60881652832031, "explained_variance": 0.9952911329269409, "lr": 4.999999999999976e-05 }, { "step": 25100, "loss": 6.454357640905073e-05, "l0": 27.45793173789978, "explained_variance": 0.9952400195598602, "lr": 4.9685842801721814e-05 }, { "step": 25200, "loss": 6.447944626415847e-05, "l0": 27.722881088256838, "explained_variance": 0.9952758371829986, "lr": 4.9371698005832155e-05 }, { "step": 25300, "loss": 6.294659528066404e-05, "l0": 27.255101480484008, "explained_variance": 0.9953600263595581, "lr": 4.905757801422938e-05 }, { "step": 25400, "loss": 6.326622758933808e-05, "l0": 27.59073528289795, "explained_variance": 0.9954131370782853, "lr": 4.8743495227832874e-05 }, { "step": 25500, "loss": 6.238112880964764e-05, "l0": 27.15217384338379, "explained_variance": 0.9954131758213043, "lr": 4.842946204609332e-05 }, { "step": 25600, "loss": 6.208343769685598e-05, "l0": 27.047304553985597, "explained_variance": 0.9954733115434646, "lr": 4.8115490866503e-05 }, { "step": 25700, "loss": 6.122423077613348e-05, "l0": 27.130657930374145, "explained_variance": 0.995500431060791, "lr": 4.780159408410648e-05 }, { "step": 25800, "loss": 6.323623234493426e-05, "l0": 27.911165771484374, "explained_variance": 0.995409932732582, "lr": 4.7487784091011304e-05 }, { "step": 25900, "loss": 6.068970622436609e-05, "l0": 27.18330806732178, "explained_variance": 0.995547062754631, "lr": 4.7174073275898586e-05 }, { "step": 26000, "loss": 6.225023793376749e-05, "l0": 26.82161388397217, "explained_variance": 0.9953589534759522, "lr": 4.6860474023534165e-05 }, { "step": 26100, "loss": 6.003597369272029e-05, "l0": 26.170036306381224, "explained_variance": 0.9955320417881012, "lr": 4.654699871427957e-05 }, { "step": 26200, "loss": 6.08012824159232e-05, "l0": 26.71766674041748, "explained_variance": 0.9954943507909775, "lr": 4.623365972360325e-05 }, { "step": 26300, "loss": 6.03317582863383e-05, "l0": 26.94609546661377, "explained_variance": 0.9955977112054825, "lr": 4.5920469421592025e-05 }, { "step": 26400, "loss": 6.0857229345856465e-05, "l0": 27.23086793899536, "explained_variance": 0.9955569195747376, "lr": 4.560744017246271e-05 }, { "step": 26500, "loss": 6.0710883226420264e-05, "l0": 25.40184560775757, "explained_variance": 0.9953388684988022, "lr": 4.529458433407421e-05 }, { "step": 26600, "loss": 6.522775594930863e-05, "l0": 27.28163589477539, "explained_variance": 0.9952429699897766, "lr": 4.4981914257439214e-05 }, { "step": 26700, "loss": 6.234698339540046e-05, "l0": 27.132191314697266, "explained_variance": 0.9954005742073059, "lr": 4.466944228623695e-05 }, { "step": 26800, "loss": 6.173699741339078e-05, "l0": 26.223107805252074, "explained_variance": 0.9953200763463974, "lr": 4.435718075632587e-05 }, { "step": 26900, "loss": 6.04478089735494e-05, "l0": 26.458249254226686, "explained_variance": 0.9954555928707123, "lr": 4.4045141995256505e-05 }, { "step": 27000, "loss": 6.119419555034256e-05, "l0": 26.645814933776855, "explained_variance": 0.9954284924268723, "lr": 4.37333383217848e-05 }, { "step": 27100, "loss": 6.452439309214242e-05, "l0": 27.749570026397706, "explained_variance": 0.9952868348360062, "lr": 4.342178204538587e-05 }, { "step": 27200, "loss": 6.401500137144467e-05, "l0": 27.875508785247803, "explained_variance": 0.9954223483800888, "lr": 4.311048546576812e-05 }, { "step": 27300, "loss": 6.36785093593062e-05, "l0": 27.279469032287597, "explained_variance": 0.9953322070837021, "lr": 4.2799460872387394e-05 }, { "step": 27400, "loss": 6.143215381598566e-05, "l0": 26.357267236709596, "explained_variance": 0.9953636354207993, "lr": 4.248872054396216e-05 }, { "step": 27500, "loss": 6.03199566648982e-05, "l0": 26.893687410354616, "explained_variance": 0.9955199438333512, "lr": 4.2178276747988467e-05 }, { "step": 27600, "loss": 6.165361082821619e-05, "l0": 27.5793373298645, "explained_variance": 0.995537251830101, "lr": 4.186814174025584e-05 }, { "step": 27700, "loss": 6.093635351135163e-05, "l0": 27.07771083831787, "explained_variance": 0.9955010628700256, "lr": 4.155832776436328e-05 }, { "step": 27800, "loss": 6.474317495303695e-05, "l0": 27.595630750656127, "explained_variance": 0.9952344429492951, "lr": 4.124884705123617e-05 }, { "step": 27900, "loss": 6.113386534707388e-05, "l0": 27.161075677871704, "explained_variance": 0.9955303907394409, "lr": 4.093971181864309e-05 }, { "step": 28000, "loss": 6.041452383215073e-05, "l0": 27.12588508605957, "explained_variance": 0.9955546128749847, "lr": 4.063093427071371e-05 }, { "step": 28100, "loss": 6.24263866848196e-05, "l0": 27.476088209152223, "explained_variance": 0.9954622137546539, "lr": 4.0322526597456915e-05 }, { "step": 28200, "loss": 6.227182992006419e-05, "l0": 26.652396574020386, "explained_variance": 0.9953603655099869, "lr": 4.0014500974279544e-05 }, { "step": 28300, "loss": 6.118640845670598e-05, "l0": 27.324157495498657, "explained_variance": 0.995561985373497, "lr": 3.970686956150581e-05 }, { "step": 28400, "loss": 6.19170975551242e-05, "l0": 28.071969623565675, "explained_variance": 0.995586838722229, "lr": 3.939964450389712e-05 }, { "step": 28500, "loss": 6.152307640149956e-05, "l0": 26.69630178451538, "explained_variance": 0.9954171252250671, "lr": 3.9092837930172735e-05 }, { "step": 28600, "loss": 6.083777592721162e-05, "l0": 27.45088925361633, "explained_variance": 0.9955957067012787, "lr": 3.8786461952530784e-05 }, { "step": 28700, "loss": 6.0977969915256836e-05, "l0": 27.636999015808104, "explained_variance": 0.9955924159288406, "lr": 3.848052866617035e-05 }, { "step": 28800, "loss": 6.095741679018829e-05, "l0": 26.94175203323364, "explained_variance": 0.9954794472455979, "lr": 3.81750501488136e-05 }, { "step": 28900, "loss": 6.28469275761745e-05, "l0": 27.17780475616455, "explained_variance": 0.9953687089681625, "lr": 3.787003846022948e-05 }, { "step": 29000, "loss": 6.0794413802796046e-05, "l0": 26.93189706802368, "explained_variance": 0.9954880541563034, "lr": 3.7565505641757106e-05 }, { "step": 29100, "loss": 6.042146200343268e-05, "l0": 27.547253198623658, "explained_variance": 0.995638461112976, "lr": 3.726146371583078e-05 }, { "step": 29200, "loss": 6.257707223994658e-05, "l0": 27.51760051727295, "explained_variance": 0.9954071152210235, "lr": 3.6957924685505065e-05 }, { "step": 29300, "loss": 6.439953380322549e-05, "l0": 27.986887464523317, "explained_variance": 0.9952967190742492, "lr": 3.665490053398118e-05 }, { "step": 29400, "loss": 6.23733195970999e-05, "l0": 28.18209289550781, "explained_variance": 0.9954624933004379, "lr": 3.635240322413371e-05 }, { "step": 29500, "loss": 6.316092527413276e-05, "l0": 28.579297704696657, "explained_variance": 0.9954097628593445, "lr": 3.605044469803846e-05 }, { "step": 29600, "loss": 6.0945170735067225e-05, "l0": 27.319919719696045, "explained_variance": 0.9954530185461045, "lr": 3.574903687650111e-05 }, { "step": 29700, "loss": 6.145869570900686e-05, "l0": 27.766706342697145, "explained_variance": 0.9955304026603699, "lr": 3.544819165858638e-05 }, { "step": 29800, "loss": 5.9614710407913664e-05, "l0": 27.187279748916627, "explained_variance": 0.9956565582752228, "lr": 3.5147920921148206e-05 }, { "step": 29900, "loss": 6.139511842775391e-05, "l0": 27.496144237518312, "explained_variance": 0.9955233597755432, "lr": 3.484823651836125e-05 }, { "step": 30000, "loss": 5.962085022474639e-05, "l0": 27.084142093658446, "explained_variance": 0.99565713763237, "lr": 3.454915028125259e-05 }, { "step": 30100, "loss": 6.110180049290648e-05, "l0": 27.495990591049193, "explained_variance": 0.9955315846204758, "lr": 3.425067401723472e-05 }, { "step": 30200, "loss": 6.122002479969524e-05, "l0": 27.662532205581666, "explained_variance": 0.9955422079563141, "lr": 3.395281950963951e-05 }, { "step": 30300, "loss": 5.922055395785719e-05, "l0": 27.339862813949583, "explained_variance": 0.9956686770915986, "lr": 3.365559851725284e-05 }, { "step": 30400, "loss": 5.9885818300244866e-05, "l0": 26.586792821884156, "explained_variance": 0.9955313694477081, "lr": 3.3359022773850646e-05 }, { "step": 30500, "loss": 5.966386053842143e-05, "l0": 26.486373958587645, "explained_variance": 0.9955746150016784, "lr": 3.306310398773538e-05 }, { "step": 30600, "loss": 5.847383326909039e-05, "l0": 26.335828533172606, "explained_variance": 0.995628354549408, "lr": 3.2767853841274065e-05 }, { "step": 30700, "loss": 5.965593314613215e-05, "l0": 27.38488639831543, "explained_variance": 0.9956705737113952, "lr": 3.247328399043698e-05 }, { "step": 30800, "loss": 5.8910770258080446e-05, "l0": 26.691668968200684, "explained_variance": 0.995647201538086, "lr": 3.2179406064337386e-05 }, { "step": 30900, "loss": 5.8645744975365236e-05, "l0": 25.450244455337526, "explained_variance": 0.9954924768209458, "lr": 3.1886231664772624e-05 }, { "step": 31000, "loss": 6.239491987798829e-05, "l0": 27.962653646469118, "explained_variance": 0.9955169653892517, "lr": 3.1593772365766e-05 }, { "step": 31100, "loss": 6.005535195072298e-05, "l0": 26.870601263046265, "explained_variance": 0.9955521732568741, "lr": 3.1302039713109875e-05 }, { "step": 31200, "loss": 5.921355750615476e-05, "l0": 25.98244861602783, "explained_variance": 0.9954870641231537, "lr": 3.1011045223909834e-05 }, { "step": 31300, "loss": 6.0692164333886466e-05, "l0": 26.860868825912476, "explained_variance": 0.995460512638092, "lr": 3.072080038613005e-05 }, { "step": 31400, "loss": 6.133248629339505e-05, "l0": 27.117002258300783, "explained_variance": 0.9954617929458618, "lr": 3.0431316658139767e-05 }, { "step": 31500, "loss": 6.142752219602699e-05, "l0": 27.38395471572876, "explained_variance": 0.9955128282308578, "lr": 3.0142605468260873e-05 }, { "step": 31600, "loss": 6.098810219555162e-05, "l0": 27.776074228286742, "explained_variance": 0.9956320929527283, "lr": 2.985467821431676e-05 }, { "step": 31700, "loss": 6.26525841653347e-05, "l0": 27.424529027938842, "explained_variance": 0.9953961926698685, "lr": 2.956754626318245e-05 }, { "step": 31800, "loss": 5.939258884609444e-05, "l0": 26.361720151901245, "explained_variance": 0.995504406094551, "lr": 2.9281220950335708e-05 }, { "step": 31900, "loss": 5.841220498041366e-05, "l0": 26.720429162979126, "explained_variance": 0.9956768321990966, "lr": 2.8995713579409608e-05 }, { "step": 32000, "loss": 6.124187621026067e-05, "l0": 27.733332757949828, "explained_variance": 0.9955766403675079, "lr": 2.8711035421746316e-05 }, { "step": 32100, "loss": 6.146140196506167e-05, "l0": 27.849716091156004, "explained_variance": 0.9955240666866303, "lr": 2.8427197715951972e-05 }, { "step": 32200, "loss": 6.17963122567744e-05, "l0": 27.520614681243895, "explained_variance": 0.9954768258333206, "lr": 2.814421166745328e-05 }, { "step": 32300, "loss": 6.039754371158779e-05, "l0": 26.803011751174928, "explained_variance": 0.9955104207992553, "lr": 2.7862088448054855e-05 }, { "step": 32400, "loss": 5.871785686395015e-05, "l0": 27.010367546081543, "explained_variance": 0.9956998068094254, "lr": 2.7580839195498317e-05 }, { "step": 32500, "loss": 6.0722648595401554e-05, "l0": 27.063869724273683, "explained_variance": 0.9955320489406586, "lr": 2.7300475013022605e-05 }, { "step": 32600, "loss": 6.113910167186987e-05, "l0": 27.27706030845642, "explained_variance": 0.9955060559511185, "lr": 2.7021006968925573e-05 }, { "step": 32700, "loss": 5.926969552092487e-05, "l0": 27.451083126068117, "explained_variance": 0.9957230097055435, "lr": 2.6742446096127048e-05 }, { "step": 32800, "loss": 6.079503684304655e-05, "l0": 27.778834848403932, "explained_variance": 0.9956132477521896, "lr": 2.646480339173335e-05 }, { "step": 32900, "loss": 6.107752176831127e-05, "l0": 27.3116516494751, "explained_variance": 0.9955173015594483, "lr": 2.6188089816603005e-05 }, { "step": 33000, "loss": 5.952530809736345e-05, "l0": 27.467756967544556, "explained_variance": 0.995690358877182, "lr": 2.591231629491419e-05 }, { "step": 33100, "loss": 6.0157336411066356e-05, "l0": 27.394748821258545, "explained_variance": 0.9956222271919251, "lr": 2.5637493713733343e-05 }, { "step": 33200, "loss": 5.9886984672630206e-05, "l0": 27.174021511077882, "explained_variance": 0.9955735558271408, "lr": 2.5363632922585392e-05 }, { "step": 33300, "loss": 6.032900302670896e-05, "l0": 27.16361364364624, "explained_variance": 0.9955633372068405, "lr": 2.5090744733025423e-05 }, { "step": 33400, "loss": 5.903795979975257e-05, "l0": 27.098745613098146, "explained_variance": 0.9956649911403656, "lr": 2.481883991821195e-05 }, { "step": 33500, "loss": 6.109746180300136e-05, "l0": 27.652617311477663, "explained_variance": 0.9955675333738327, "lr": 2.4547929212481435e-05 }, { "step": 33600, "loss": 6.002010813972447e-05, "l0": 27.639377527236938, "explained_variance": 0.9955891758203507, "lr": 2.4278023310924663e-05 }, { "step": 33700, "loss": 6.259727004362503e-05, "l0": 28.397988872528074, "explained_variance": 0.9954364889860153, "lr": 2.4009132868964536e-05 }, { "step": 33800, "loss": 6.253501178434817e-05, "l0": 28.532230701446533, "explained_variance": 0.9954595327377319, "lr": 2.3741268501935212e-05 }, { "step": 33900, "loss": 6.0978455549047796e-05, "l0": 28.46937334060669, "explained_variance": 0.9955316233634949, "lr": 2.3474440784663292e-05 }, { "step": 34000, "loss": 5.975574997137301e-05, "l0": 28.1673779296875, "explained_variance": 0.9955519592761993, "lr": 2.3208660251050165e-05 }, { "step": 34100, "loss": 6.050652220437769e-05, "l0": 29.068193826675415, "explained_variance": 0.9956195122003555, "lr": 2.294393739365619e-05 }, { "step": 34200, "loss": 5.861622736119898e-05, "l0": 28.353248720169066, "explained_variance": 0.9957199603319168, "lr": 2.2680282663286528e-05 }, { "step": 34300, "loss": 5.915733338042628e-05, "l0": 28.159505462646486, "explained_variance": 0.995661004781723, "lr": 2.24177064685785e-05 }, { "step": 34400, "loss": 5.9219616487098394e-05, "l0": 28.50660369873047, "explained_variance": 0.9956925386190414, "lr": 2.2156219175590603e-05 }, { "step": 34500, "loss": 5.961685867077904e-05, "l0": 28.6436611366272, "explained_variance": 0.9956266409158707, "lr": 2.189583110739347e-05 }, { "step": 34600, "loss": 6.158866031910292e-05, "l0": 29.42704599380493, "explained_variance": 0.995588880777359, "lr": 2.1636552543662182e-05 }, { "step": 34700, "loss": 5.696113279554993e-05, "l0": 27.61927956581116, "explained_variance": 0.9957402259111404, "lr": 2.1378393720270448e-05 }, { "step": 34800, "loss": 5.8356073059258054e-05, "l0": 27.201598358154296, "explained_variance": 0.995671774148941, "lr": 2.1121364828886624e-05 }, { "step": 34900, "loss": 5.875254028069321e-05, "l0": 27.719858474731446, "explained_variance": 0.9956444549560547, "lr": 2.08654760165712e-05 }, { "step": 35000, "loss": 5.811840990645578e-05, "l0": 27.97658229827881, "explained_variance": 0.9957142674922943, "lr": 2.0610737385376366e-05 }, { "step": 35100, "loss": 5.888722442250582e-05, "l0": 28.53248598098755, "explained_variance": 0.9957144099473954, "lr": 2.0357158991947048e-05 }, { "step": 35200, "loss": 5.763650329754455e-05, "l0": 27.704015140533446, "explained_variance": 0.9957104808092118, "lr": 2.0104750847124075e-05 }, { "step": 35300, "loss": 5.762777382187778e-05, "l0": 27.551150960922243, "explained_variance": 0.9956502139568328, "lr": 1.9853522915548784e-05 }, { "step": 35400, "loss": 6.089598184189526e-05, "l0": 29.378675537109373, "explained_variance": 0.995573667883873, "lr": 1.960348511526977e-05 }, { "step": 35500, "loss": 5.9003842488891677e-05, "l0": 28.47555687904358, "explained_variance": 0.9956070357561111, "lr": 1.9354647317351215e-05 }, { "step": 35600, "loss": 5.951706361884135e-05, "l0": 28.143810262680052, "explained_variance": 0.9954889869689941, "lr": 1.9107019345483313e-05 }, { "step": 35700, "loss": 6.010370649164542e-05, "l0": 28.600137729644775, "explained_variance": 0.9955125427246094, "lr": 1.886061097559443e-05 }, { "step": 35800, "loss": 5.997588255922892e-05, "l0": 29.119695377349853, "explained_variance": 0.9956062227487564, "lr": 1.8615431935465033e-05 }, { "step": 35900, "loss": 6.186565118696308e-05, "l0": 29.560053844451904, "explained_variance": 0.9955153280496597, "lr": 1.8371491904343844e-05 }, { "step": 36000, "loss": 5.849973902513739e-05, "l0": 28.583511686325075, "explained_variance": 0.9957777094841004, "lr": 1.8128800512565578e-05 }, { "step": 36100, "loss": 6.16056629587547e-05, "l0": 28.47709177017212, "explained_variance": 0.9954529672861099, "lr": 1.788736734117086e-05 }, { "step": 36200, "loss": 5.829510308103636e-05, "l0": 27.661255502700804, "explained_variance": 0.995617623925209, "lr": 1.764720192152785e-05 }, { "step": 36300, "loss": 5.933613885645172e-05, "l0": 28.468311500549316, "explained_variance": 0.9956654721498489, "lr": 1.7408313734956146e-05 }, { "step": 36400, "loss": 5.902030763536459e-05, "l0": 28.543425674438478, "explained_variance": 0.9957082355022431, "lr": 1.7170712212352265e-05 }, { "step": 36500, "loss": 6.242523413675371e-05, "l0": 29.35433967590332, "explained_variance": 0.9954851245880127, "lr": 1.693440673381752e-05 }, { "step": 36600, "loss": 5.9440739860292525e-05, "l0": 28.41464047431946, "explained_variance": 0.9956110668182373, "lr": 1.6699406628287533e-05 }, { "step": 36700, "loss": 5.827687193232123e-05, "l0": 27.65862666130066, "explained_variance": 0.9956285107135773, "lr": 1.646572117316411e-05 }, { "step": 36800, "loss": 5.884531701667583e-05, "l0": 28.45063461303711, "explained_variance": 0.9957227337360383, "lr": 1.623335959394886e-05 }, { "step": 36900, "loss": 5.8090257116418794e-05, "l0": 27.75159276008606, "explained_variance": 0.9956996381282807, "lr": 1.6002331063879128e-05 }, { "step": 37000, "loss": 6.154452061309713e-05, "l0": 28.853987598419188, "explained_variance": 0.995509283542633, "lr": 1.5772644703565643e-05 }, { "step": 37100, "loss": 5.758410941780312e-05, "l0": 28.71980218887329, "explained_variance": 0.9958651393651963, "lr": 1.554430958063267e-05 }, { "step": 37200, "loss": 6.046132457413478e-05, "l0": 28.65148561477661, "explained_variance": 0.9956048333644867, "lr": 1.531733470935984e-05 }, { "step": 37300, "loss": 6.038848592652357e-05, "l0": 28.59511908531189, "explained_variance": 0.9955998486280442, "lr": 1.5091729050326428e-05 }, { "step": 37400, "loss": 5.7491673724143764e-05, "l0": 28.10320430755615, "explained_variance": 0.9957675236463547, "lr": 1.4867501510057622e-05 }, { "step": 37500, "loss": 6.024734022503253e-05, "l0": 28.73488130569458, "explained_variance": 0.9956246763467789, "lr": 1.4644660940672708e-05 }, { "step": 37600, "loss": 5.868100623047212e-05, "l0": 28.08744631767273, "explained_variance": 0.9956458210945129, "lr": 1.4423216139535817e-05 }, { "step": 37700, "loss": 6.0076410190959e-05, "l0": 28.794692935943605, "explained_variance": 0.99563158929348, "lr": 1.420317584890853e-05 }, { "step": 37800, "loss": 5.779150193120586e-05, "l0": 27.941271419525147, "explained_variance": 0.995737464427948, "lr": 1.398454875560473e-05 }, { "step": 37900, "loss": 6.104464770032791e-05, "l0": 29.068172664642333, "explained_variance": 0.9955828392505646, "lr": 1.3767343490647743e-05 }, { "step": 38000, "loss": 6.014962738845497e-05, "l0": 28.60131425857544, "explained_variance": 0.9955744206905365, "lr": 1.355156862892952e-05 }, { "step": 38100, "loss": 6.105592477979371e-05, "l0": 28.966077747344972, "explained_variance": 0.995546600818634, "lr": 1.3337232688872092e-05 }, { "step": 38200, "loss": 6.042906774382573e-05, "l0": 28.68656885147095, "explained_variance": 0.9955809652805329, "lr": 1.3124344132091401e-05 }, { "step": 38300, "loss": 6.119395682617323e-05, "l0": 28.906410064697265, "explained_variance": 0.9955133891105652, "lr": 1.2912911363063137e-05 }, { "step": 38400, "loss": 5.857413609192008e-05, "l0": 28.28223077774048, "explained_variance": 0.9956747245788574, "lr": 1.270294272879099e-05 }, { "step": 38500, "loss": 6.0039890013285915e-05, "l0": 29.171564798355103, "explained_variance": 0.995684015750885, "lr": 1.2494446518477116e-05 }, { "step": 38600, "loss": 5.8929701917804775e-05, "l0": 28.647671489715577, "explained_variance": 0.9956889569759368, "lr": 1.2287430963194897e-05 }, { "step": 38700, "loss": 5.684466210368555e-05, "l0": 27.723127403259276, "explained_variance": 0.995831316113472, "lr": 1.2081904235564e-05 }, { "step": 38800, "loss": 5.9549708785198165e-05, "l0": 28.809205837249756, "explained_variance": 0.9956672644615173, "lr": 1.187787444942771e-05 }, { "step": 38900, "loss": 6.009969274600735e-05, "l0": 28.968243045806886, "explained_variance": 0.9956272023916245, "lr": 1.1675349659532605e-05 }, { "step": 39000, "loss": 5.8743680638144726e-05, "l0": 28.57195640563965, "explained_variance": 0.9957067769765854, "lr": 1.1474337861210628e-05 }, { "step": 39100, "loss": 5.634401859424543e-05, "l0": 27.8177739238739, "explained_variance": 0.995771067738533, "lr": 1.1274846990063408e-05 }, { "step": 39200, "loss": 5.758614042861154e-05, "l0": 28.230713338851928, "explained_variance": 0.9957342219352722, "lr": 1.1076884921648922e-05 }, { "step": 39300, "loss": 5.8683459574240257e-05, "l0": 29.038684062957763, "explained_variance": 0.995715628862381, "lr": 1.0880459471170677e-05 }, { "step": 39400, "loss": 5.666905191901606e-05, "l0": 28.32417941093445, "explained_variance": 0.9958307677507401, "lr": 1.0685578393169148e-05 }, { "step": 39500, "loss": 5.799641947305645e-05, "l0": 28.87425066947937, "explained_variance": 0.9957448172569275, "lr": 1.0492249381215553e-05 }, { "step": 39600, "loss": 5.6833733433450105e-05, "l0": 28.06176700592041, "explained_variance": 0.995746242403984, "lr": 1.0300480067608296e-05 }, { "step": 39700, "loss": 5.8589382460922935e-05, "l0": 28.385254039764405, "explained_variance": 0.9956485462188721, "lr": 1.0110278023071518e-05 }, { "step": 39800, "loss": 6.0498493294289805e-05, "l0": 29.55903093338013, "explained_variance": 0.9956129735708237, "lr": 9.921650756456236e-06 }, { "step": 39900, "loss": 5.849127270266763e-05, "l0": 28.547007112503053, "explained_variance": 0.9955980777740479, "lr": 9.73460571444396e-06 }, { "step": 40000, "loss": 5.9921247866441264e-05, "l0": 29.380009689331054, "explained_variance": 0.9955469387769699, "lr": 9.549150281252684e-06 }, { "step": 40100, "loss": 5.816554548800923e-05, "l0": 28.520156860351562, "explained_variance": 0.9955940729379654, "lr": 9.36529177834535e-06 }, { "step": 40200, "loss": 6.0211495183466466e-05, "l0": 30.03088445663452, "explained_variance": 0.9956196302175522, "lr": 9.18303746414085e-06 }, { "step": 40300, "loss": 5.944079744949704e-05, "l0": 29.876045570373535, "explained_variance": 0.9956745022535324, "lr": 9.002394533727443e-06 }, { "step": 40400, "loss": 5.892137207410997e-05, "l0": 29.042877616882325, "explained_variance": 0.9957031613588333, "lr": 8.823370118578672e-06 }, { "step": 40500, "loss": 6.0686847355100327e-05, "l0": 28.59776512145996, "explained_variance": 0.9955275917053222, "lr": 8.645971286271954e-06 }, { "step": 40600, "loss": 5.781195330200717e-05, "l0": 28.618011665344238, "explained_variance": 0.9957015842199326, "lr": 8.47020504020941e-06 }, { "step": 40700, "loss": 5.935953551670537e-05, "l0": 29.31740770339966, "explained_variance": 0.9956862670183182, "lr": 8.296078319341479e-06 }, { "step": 40800, "loss": 5.88046582925017e-05, "l0": 29.560037269592286, "explained_variance": 0.9956946688890457, "lr": 8.123597997892954e-06 }, { "step": 40900, "loss": 6.178877261845627e-05, "l0": 29.84395429611206, "explained_variance": 0.9954765403270721, "lr": 7.952770885091583e-06 }, { "step": 41000, "loss": 5.771219359303359e-05, "l0": 28.244365520477295, "explained_variance": 0.995736898779869, "lr": 7.783603724899286e-06 }, { "step": 41100, "loss": 5.864470040251035e-05, "l0": 28.56202486038208, "explained_variance": 0.9956472915410995, "lr": 7.616103195745888e-06 }, { "step": 41200, "loss": 5.761452746810392e-05, "l0": 28.555077877044678, "explained_variance": 0.9958120399713516, "lr": 7.450275910265442e-06 }, { "step": 41300, "loss": 5.903675952140475e-05, "l0": 28.3251295375824, "explained_variance": 0.9956727492809295, "lr": 7.28612841503528e-06 }, { "step": 41400, "loss": 5.9222700729151255e-05, "l0": 28.108943424224854, "explained_variance": 0.9956277334690093, "lr": 7.1236671903174365e-06 }, { "step": 41500, "loss": 5.915469395404216e-05, "l0": 29.31370454788208, "explained_variance": 0.9957883542776108, "lr": 6.9628986498028665e-06 }, { "step": 41600, "loss": 5.919557197557879e-05, "l0": 29.059507904052733, "explained_variance": 0.9957265204191208, "lr": 6.803829140358279e-06 }, { "step": 41700, "loss": 5.949924565356923e-05, "l0": 28.927067079544067, "explained_variance": 0.9956219559907913, "lr": 6.646464941775534e-06 }, { "step": 41800, "loss": 5.673204890626948e-05, "l0": 28.837560882568358, "explained_variance": 0.9958546954393387, "lr": 6.490812266523751e-06 }, { "step": 41900, "loss": 6.001084118906874e-05, "l0": 29.086782760620117, "explained_variance": 0.9956019562482834, "lr": 6.336877259504028e-06 }, { "step": 42000, "loss": 5.863607217179378e-05, "l0": 28.760034017562866, "explained_variance": 0.9956671154499054, "lr": 6.1846659978068705e-06 }, { "step": 42100, "loss": 5.862052010343177e-05, "l0": 28.943409595489502, "explained_variance": 0.9956750905513764, "lr": 6.0341844904722285e-06 }, { "step": 42200, "loss": 5.7551220706955064e-05, "l0": 28.74093128204346, "explained_variance": 0.9957941508293152, "lr": 5.885438678252388e-06 }, { "step": 42300, "loss": 6.0879752927576194e-05, "l0": 29.652715759277342, "explained_variance": 0.9955774241685867, "lr": 5.738434433377287e-06 }, { "step": 42400, "loss": 6.043163491995074e-05, "l0": 29.426137580871583, "explained_variance": 0.9956071311235428, "lr": 5.5931775593228116e-06 }, { "step": 42500, "loss": 5.969670270133065e-05, "l0": 28.840657844543458, "explained_variance": 0.9956642979383469, "lr": 5.449673790581655e-06 }, { "step": 42600, "loss": 6.0400311049306765e-05, "l0": 28.556448020935058, "explained_variance": 0.9955419713258743, "lr": 5.307928792436849e-06 }, { "step": 42700, "loss": 6.0323478501231874e-05, "l0": 29.005397720336916, "explained_variance": 0.9955936980247497, "lr": 5.1679481607382564e-06 }, { "step": 42800, "loss": 5.839586068759673e-05, "l0": 28.76390504837036, "explained_variance": 0.9956915080547333, "lr": 5.029737421681498e-06 }, { "step": 42900, "loss": 5.892091896384955e-05, "l0": 29.301043310165404, "explained_variance": 0.9957542634010315, "lr": 4.8933020315898946e-06 }, { "step": 43000, "loss": 5.778610669949558e-05, "l0": 29.069579830169676, "explained_variance": 0.9957522040605545, "lr": 4.758647376699067e-06 }, { "step": 43100, "loss": 5.744389916799264e-05, "l0": 29.264350051879884, "explained_variance": 0.9958103108406067, "lr": 4.6257787729441846e-06 }, { "step": 43200, "loss": 5.8556037292873955e-05, "l0": 29.6308705329895, "explained_variance": 0.9957128155231476, "lr": 4.494701465750237e-06 }, { "step": 43300, "loss": 5.991445304971421e-05, "l0": 30.216430854797363, "explained_variance": 0.9956559234857559, "lr": 4.365420629824883e-06 }, { "step": 43400, "loss": 5.743560119299218e-05, "l0": 29.486595420837403, "explained_variance": 0.9957819908857346, "lr": 4.237941368954149e-06 }, { "step": 43500, "loss": 5.7353849333594555e-05, "l0": 29.042997121810913, "explained_variance": 0.9957264190912247, "lr": 4.112268715800981e-06 }, { "step": 43600, "loss": 5.6530659676354845e-05, "l0": 28.813888444900513, "explained_variance": 0.9958205419778824, "lr": 3.988407631706507e-06 }, { "step": 43700, "loss": 5.790715513285249e-05, "l0": 29.217985420227052, "explained_variance": 0.9957276773452759, "lr": 3.866363006494282e-06 }, { "step": 43800, "loss": 5.690272391802864e-05, "l0": 29.058011112213133, "explained_variance": 0.9958266204595566, "lr": 3.7461396582771306e-06 }, { "step": 43900, "loss": 5.756748543717549e-05, "l0": 29.492924814224242, "explained_variance": 0.9957860070466995, "lr": 3.627742333266964e-06 }, { "step": 44000, "loss": 5.529659421881661e-05, "l0": 27.858256778717042, "explained_variance": 0.995764878988266, "lr": 3.511175705587463e-06 }, { "step": 44100, "loss": 5.882399627807899e-05, "l0": 29.63629545211792, "explained_variance": 0.9957227194309235, "lr": 3.3964443770894807e-06 }, { "step": 44200, "loss": 6.0089339058322366e-05, "l0": 29.871814403533936, "explained_variance": 0.9956007647514343, "lr": 3.283552877169427e-06 }, { "step": 44300, "loss": 5.9084682307002366e-05, "l0": 28.947054023742677, "explained_variance": 0.9955501967668533, "lr": 3.172505662590423e-06 }, { "step": 44400, "loss": 5.825053858643514e-05, "l0": 29.044556255340577, "explained_variance": 0.9956437909603119, "lr": 3.063307117306325e-06 }, { "step": 44500, "loss": 5.84372637240449e-05, "l0": 28.931732292175294, "explained_variance": 0.9956286472082138, "lr": 2.9559615522887544e-06 }, { "step": 44600, "loss": 5.948395511950366e-05, "l0": 29.562597465515136, "explained_variance": 0.9956069058179855, "lr": 2.850473205356804e-06 }, { "step": 44700, "loss": 5.890755448490381e-05, "l0": 30.238488273620604, "explained_variance": 0.9958040696382523, "lr": 2.746846241009777e-06 }, { "step": 44800, "loss": 5.9663662977982315e-05, "l0": 29.670510959625243, "explained_variance": 0.9956351464986801, "lr": 2.6450847502628104e-06 }, { "step": 44900, "loss": 5.913412485824665e-05, "l0": 29.165159187316895, "explained_variance": 0.9955779564380646, "lr": 2.5451927504852986e-06 }, { "step": 45000, "loss": 5.8398033688717986e-05, "l0": 29.838287239074706, "explained_variance": 0.9956984686851501, "lr": 2.447174185242345e-06 }, { "step": 45100, "loss": 5.923630826146109e-05, "l0": 30.564194374084472, "explained_variance": 0.9957182759046554, "lr": 2.351032924139085e-06 }, { "step": 45200, "loss": 5.9062290347355884e-05, "l0": 30.265590171813965, "explained_variance": 0.9956696033477783, "lr": 2.256772762667875e-06 }, { "step": 45300, "loss": 6.0162794798088723e-05, "l0": 30.122823314666746, "explained_variance": 0.9955547404289246, "lr": 2.1643974220585035e-06 }, { "step": 45400, "loss": 5.833389932377031e-05, "l0": 29.656855087280274, "explained_variance": 0.995745649933815, "lr": 2.073910549131227e-06 }, { "step": 45500, "loss": 5.7933695261453975e-05, "l0": 29.440989723205565, "explained_variance": 0.9957325595617295, "lr": 1.985315716152864e-06 }, { "step": 45600, "loss": 5.765921339843771e-05, "l0": 29.511024913787843, "explained_variance": 0.9957713788747787, "lr": 1.8986164206957247e-06 }, { "step": 45700, "loss": 5.89760464936262e-05, "l0": 29.319336585998535, "explained_variance": 0.9956491035223007, "lr": 1.8138160854995291e-06 }, { "step": 45800, "loss": 5.865599749085959e-05, "l0": 29.839164981842043, "explained_variance": 0.9957692837715149, "lr": 1.7309180583363139e-06 }, { "step": 45900, "loss": 5.902750766836107e-05, "l0": 30.292817192077635, "explained_variance": 0.9957807773351669, "lr": 1.649925611878263e-06 }, { "step": 46000, "loss": 5.925793662754586e-05, "l0": 29.413252210617067, "explained_variance": 0.9956278824806213, "lr": 1.5708419435684585e-06 }, { "step": 46100, "loss": 5.805616707220906e-05, "l0": 29.670626287460326, "explained_variance": 0.9957863175868988, "lr": 1.4936701754947266e-06 }, { "step": 46200, "loss": 5.790559051092714e-05, "l0": 29.732474517822265, "explained_variance": 0.9957921588420868, "lr": 1.4184133542663114e-06 }, { "step": 46300, "loss": 5.856519237568136e-05, "l0": 29.276346855163574, "explained_variance": 0.9956649386882782, "lr": 1.3450744508936781e-06 }, { "step": 46400, "loss": 5.9134113325853835e-05, "l0": 29.608578243255614, "explained_variance": 0.9956577163934708, "lr": 1.273656360671153e-06 }, { "step": 46500, "loss": 5.7999413256766276e-05, "l0": 29.25585023880005, "explained_variance": 0.9956902712583542, "lr": 1.2041619030626423e-06 }, { "step": 46600, "loss": 5.837475677253679e-05, "l0": 29.840413665771486, "explained_variance": 0.9957915139198303, "lr": 1.13659382159034e-06 }, { "step": 46700, "loss": 6.0284004248387646e-05, "l0": 29.93850461959839, "explained_variance": 0.9955843818187714, "lr": 1.070954783726405e-06 }, { "step": 46800, "loss": 6.0514908764162104e-05, "l0": 30.22308792114258, "explained_variance": 0.9956070119142533, "lr": 1.0072473807876646e-06 }, { "step": 46900, "loss": 5.900200252654031e-05, "l0": 29.743715553283693, "explained_variance": 0.9956925141811371, "lr": 9.454741278333086e-07 }, { "step": 47000, "loss": 6.074465076380875e-05, "l0": 30.21561149597168, "explained_variance": 0.995584791302681, "lr": 8.856374635655711e-07 }, { "step": 47100, "loss": 5.868721051228931e-05, "l0": 29.315080375671386, "explained_variance": 0.9956273144483566, "lr": 8.277397502335212e-07 }, { "step": 47200, "loss": 5.886976701731328e-05, "l0": 29.95065074920654, "explained_variance": 0.995710928440094, "lr": 7.717832735397401e-07 }, { "step": 47300, "loss": 5.7684854546096176e-05, "l0": 29.82586156845093, "explained_variance": 0.9958317923545837, "lr": 7.177702425501042e-07 }, { "step": 47400, "loss": 5.859899378265254e-05, "l0": 29.82095947265625, "explained_variance": 0.9957224887609482, "lr": 6.657027896066042e-07 }, { "step": 47500, "loss": 5.709744851628784e-05, "l0": 29.307229175567628, "explained_variance": 0.995834424495697, "lr": 6.155829702431225e-07 }, { "step": 47600, "loss": 5.965111286059255e-05, "l0": 30.10178533554077, "explained_variance": 0.9956657344102859, "lr": 5.674127631043075e-07 }, { "step": 47700, "loss": 5.858903172338614e-05, "l0": 29.839050769805908, "explained_variance": 0.9957246631383896, "lr": 5.21194069867458e-07 }, { "step": 47800, "loss": 5.6556235758762344e-05, "l0": 29.5402237701416, "explained_variance": 0.9958287149667739, "lr": 4.769287151674448e-07 }, { "step": 47900, "loss": 5.591416020251927e-05, "l0": 28.560899810791014, "explained_variance": 0.9958078128099441, "lr": 4.346184465246798e-07 }, { "step": 48000, "loss": 5.796221823402448e-05, "l0": 29.24281054496765, "explained_variance": 0.9957417607307434, "lr": 3.9426493427611537e-07 }, { "step": 48100, "loss": 5.6288677333213856e-05, "l0": 28.559065284729005, "explained_variance": 0.9957838726043701, "lr": 3.5586977150931814e-07 }, { "step": 48200, "loss": 5.796526373160304e-05, "l0": 29.816706886291502, "explained_variance": 0.9958062225580215, "lr": 3.1943447399958323e-07 }, { "step": 48300, "loss": 5.7051392614084764e-05, "l0": 29.21524432182312, "explained_variance": 0.9957944750785828, "lr": 2.849604801500566e-07 }, { "step": 48400, "loss": 5.556689655350056e-05, "l0": 27.837362060546877, "explained_variance": 0.9957341027259826, "lr": 2.5244915093499393e-07 }, { "step": 48500, "loss": 5.9407741973700466e-05, "l0": 29.970464305877684, "explained_variance": 0.9957080549001693, "lr": 2.2190176984600254e-07 }, { "step": 48600, "loss": 5.858852722667507e-05, "l0": 29.47715965270996, "explained_variance": 0.9956814098358154, "lr": 1.9331954284137677e-07 }, { "step": 48700, "loss": 5.821551449116669e-05, "l0": 28.79617841720581, "explained_variance": 0.9956080973148346, "lr": 1.6670359829850823e-07 }, { "step": 48800, "loss": 5.9378439764259384e-05, "l0": 29.54727867126465, "explained_variance": 0.9955843478441239, "lr": 1.4205498696930455e-07 }, { "step": 48900, "loss": 5.9295045721228236e-05, "l0": 29.295532207489014, "explained_variance": 0.9955949181318283, "lr": 1.1937468193873978e-07 }, { "step": 49000, "loss": 5.8140797991654833e-05, "l0": 29.35673849105835, "explained_variance": 0.995726049542427, "lr": 9.866357858642298e-08 }, { "step": 49100, "loss": 5.7796496148512235e-05, "l0": 29.94238977432251, "explained_variance": 0.9958541578054428, "lr": 7.992249455124966e-08 }, { "step": 49200, "loss": 6.019031730829738e-05, "l0": 29.53938455581665, "explained_variance": 0.9955561465024948, "lr": 6.315216969912724e-08 }, { "step": 49300, "loss": 5.8195171113766264e-05, "l0": 29.015737285614012, "explained_variance": 0.995622888803482, "lr": 4.8353266093765146e-08 }, { "step": 49400, "loss": 5.728440850361949e-05, "l0": 29.30840982437134, "explained_variance": 0.9957812255620957, "lr": 3.55263679705401e-08 }, { "step": 49500, "loss": 5.9374499360274056e-05, "l0": 30.17398515701294, "explained_variance": 0.9957024466991424, "lr": 2.4671981713420244e-08 }, { "step": 49600, "loss": 5.98366626763891e-05, "l0": 30.69509376525879, "explained_variance": 0.9956420457363129, "lr": 1.5790535835003167e-08 }, { "step": 49700, "loss": 5.966693144728197e-05, "l0": 30.559905586242675, "explained_variance": 0.995645797252655, "lr": 8.882380959551833e-09 }, { "step": 49800, "loss": 5.7865598719217815e-05, "l0": 29.343199405670166, "explained_variance": 0.9956821715831756, "lr": 3.947789809194456e-09 }, { "step": 49900, "loss": 5.6952767063194185e-05, "l0": 29.15579252243042, "explained_variance": 0.9958146393299103, "lr": 9.869571931442442e-10 }, { "step": 50000, "loss": 5.835094252688577e-05, "l0": 29.493537425994873, "explained_variance": 0.995728297829628, "lr": 0.0 } ]