| epoch,train_loss,val_loss,val_loss_raw,gen_gap,val_mIoU,val_mIoU_raw,ema_gain,val_mF1,val_OA,val_kappa,grad_norm_mean,grad_norm_max,lr_dec,peak_vram_gb,bad,epoch_sec,IoU/Residential,IoU/Road,IoU/River,IoU/Forest,IoU/UnusedLand,IoU/Agricultural | |
| 0,3.187891616821289,3.119606331282971,3.1196070512135825,-0.06828528553831825,0.06286270951943616,0.06285827243327023,4.437086165931525e-06,0.11284342456133438,0.1807977456155696,-0.0059478614285452275,2.5358021068573,4.387216091156006,1.02e-05,6.676491264,0,70.17441534996033,0.1800148156857092,0.023813691607753457,0.00798340738621633,0.021966044010225592,0.054137833087238234,0.08926046533947417 | |
| 1,3.134169759750366,3.0624181990529977,3.062287269854078,-0.07175156069736843,0.06710848600082449,0.06712696030767731,-1.8474306852825362e-05,0.12052629638246137,0.18474859880341138,0.0047383561093928064,2.4313618898391725,4.184332370758057,2.0200000000000003e-05,6.676491264,0,29.187877893447876,0.17658450521086383,0.03113272455633183,0.008555026446521613,0.022782767515175047,0.061057550577492174,0.10253834169856244 | |
| 2,3.038888330459595,2.9746593587538777,2.9746898623073803,-0.06422897170571717,0.08089289746893959,0.0809211820422872,-2.828457334760892e-05,0.14295379285713006,0.2127897015787802,0.0403435639130161,2.26215989112854,3.731086492538452,3.02e-05,6.676491264,0,29.66951560974121,0.20131566570783305,0.04358166281449287,0.009519915959826104,0.02366386414534249,0.07990599866907501,0.127370277517068 | |
| 3,2.925297193527222,2.833689516665889,2.8332549543941723,-0.09160767686133298,0.10127455040184812,0.10133512640100693,-6.0575999158818394e-05,0.17445301136705216,0.24203269935992386,0.09336353835330331,2.549633114337921,5.650721549987793,4.02e-05,6.676491264,0,30.61329746246338,0.2258507786499017,0.05434654518705164,0.009885314541552444,0.01961014625176537,0.12482834425040305,0.17312617353041437 | |
| 4,2.825739121437073,2.735531386207132,2.735329543842989,-0.09020773522994086,0.13397478857604825,0.13395554625124326,1.9242324804991107e-05,0.2196856652255809,0.31187259991885924,0.15517187539134508,2.7445748376846315,6.001127243041992,5.02e-05,6.676491264,0,29.991693258285522,0.3104250117362712,0.07318636377893423,0.01484175548025596,0.008512100295020942,0.18352914026577483,0.21335435990003235 | |
| 5,2.707585072517395,2.6357284620696424,2.6359840280869427,-0.07185661044775271,0.15726462259145138,0.1572199577791905,4.466481226086949e-05,0.24947185175987516,0.3615348429110295,0.19630441236027185,2.7269513392448426,4.349459648132324,6.02e-05,6.676491264,0,29.79473567008972,0.37189020795972294,0.08538410003977408,0.01879442187306421,0.005333440461262254,0.20927842123563364,0.2529071439792511 | |
| 6,2.6060938024520874,2.5489437673606123,2.5488133757722142,-0.05715003509147509,0.17701780661326702,0.17703381112229613,-1.6004509029110547e-05,0.27185168760132955,0.3982350370805784,0.23416633845775453,2.7284880805015566,4.453651428222656,7.02e-05,6.676491264,0,29.564537048339844,0.39415319332605514,0.07360407883963553,0.0227972296276974,0.0040501155529605514,0.21790062456926307,0.3496015977639904 | |
| 7,2.5273192596435545,2.4624760197658166,2.462137540181478,-0.06484323987773788,0.2292042327767779,0.22954168288983068,-0.0003374501130527785,0.3269833686081281,0.5368125011742212,0.3472739150838293,2.5565579628944395,5.862933158874512,8.020000000000001e-05,6.676491264,0,29.619078636169434,0.5672727722633274,0.11849470821901015,0.027828570404669607,0.003782109400315914,0.20685712942890547,0.45099010694443886 | |
| 8,2.4655162382125853,2.389755562240002,2.390355802049824,-0.07576067597258307,0.24551008288995613,0.24573063915262708,-0.00022055626267095119,0.34426795008051014,0.5781367796591643,0.3842854869327049,2.518016493320465,4.0556440353393555,9.020000000000001e-05,6.676491264,0,29.572585105895996,0.622626136584591,0.12609310620408973,0.03433272914421174,0.003999094161362031,0.22871512359154678,0.45729430765393553 | |
| 9,2.3614539074897767,2.348890398062912,2.3473048023149077,-0.012563509426864794,0.2661518734117912,0.26616101128619746,-9.137874406262014e-06,0.36640337949982377,0.6245743327681501,0.4306294518812278,2.6571073722839356,4.193750858306885,0.0001,6.676491264,0,29.471285343170166,0.6765363403620042,0.1504301809667036,0.04046379795806198,0.004231204508123712,0.24816427697309754,0.4770854397027563 | |
| 10,2.307024908065796,2.294706559648701,2.295925780838611,-0.012318348417095226,0.2790888222033019,0.27948969842983445,-0.00040087622653256494,0.3775519199311422,0.6632724064739324,0.46583957717944435,2.5654191684722902,3.3055694103240967,9.997960964140947e-05,6.676491264,0,29.512532711029053,0.7331085411593576,0.17459507080991502,0.05157372032259814,0.00446228507841642,0.21119598562133543,0.4995973302281888 | |
| 11,2.2362090516090394,2.2524784265779982,2.2516042671951593,0.01626937496895886,0.2793950684376176,0.2781199971809772,0.0012750712566403921,0.3772520343376066,0.6635897739733068,0.46860975310804137,2.7366923785209654,3.843503952026367,9.991845519630678e-05,6.676491264,0,29.228643655776978,0.7327607869077981,0.17927599415392956,0.04925813408704495,0.008732483250862611,0.1939687965905474,0.5123742156355229 | |
| 12,2.1833983206748964,2.2411041213016882,2.2403457865995517,0.05770580062679187,0.2978650864732966,0.29829500643479867,-0.0004299199615020455,0.4022970111476856,0.6929745006661587,0.49854721342244657,2.815576522350311,4.048884391784668,9.981658654313457e-05,6.676491264,1,29.570671558380127,0.7699676947609914,0.21366664817185127,0.050284362769093996,0.062060823833450095,0.17539442996850707,0.5158165593358858 | |
| 13,2.1138762474060058,2.211974929360782,2.2119813853619146,0.09809868195477645,0.3967368582572466,0.3974438444104668,-0.0007069861532202348,0.5287556830664887,0.7252722358165332,0.5581519162587564,2.8559538102149964,5.910665512084961,9.967408676742751e-05,6.676491264,0,29.211506128311157,0.7496450487656664,0.22632670915363362,0.10103783210289656,0.5902217401102823,0.2187142010515025,0.4944756183594981 | |
| 14,2.0750644826889038,2.181688117045982,2.1802325014974557,0.10662363435707833,0.39718510884729064,0.39606022893135,0.0011248799159406242,0.5252306582656638,0.7406959692194127,0.5728232846997683,2.872002248764038,4.940103530883789,9.949107209404665e-05,6.676491264,0,29.4014093875885,0.7750155721086069,0.22779873575089812,0.10298210469750646,0.5852809484880603,0.17924612603066786,0.5127871660080041 | |
| 15,2.0023311471939085,2.1445902141870237,2.1456158488404515,0.1422590669931152,0.4006485878421781,0.40021217533469117,0.0004364125074869385,0.5262189544919728,0.7542076123105996,0.5870456359802755,2.7947731113433836,4.196086883544922,9.926769179238466e-05,6.676491264,1,29.479321479797363,0.7946563885237948,0.25153900850554695,0.1078281489638583,0.5775128808259533,0.14365283983301347,0.5287022604009013 | |
| 16,1.972123110294342,2.1824925787308636,2.1835922213161694,0.2103694684365216,0.4153128171752561,0.41507743276539805,0.00023538440985804154,0.5469864382392274,0.7498965909958024,0.5855278486999875,2.819477367401123,4.216982364654541,9.900412805461967e-05,6.676491264,0,29.281502962112427,0.782270557127672,0.27721713026538497,0.10755150721575968,0.6156646252130831,0.21129611734748596,0.497876965882151 | |
| 17,1.9395005631446838,2.126818965463077,2.1264604680678425,0.18731840231839336,0.3959009044428426,0.39557619184948417,0.00032471259335842273,0.5262627014758824,0.7319371694681827,0.5657254519047589,2.8677618503570557,5.255683422088623,9.870059584711668e-05,6.676491264,0,29.350861072540283,0.7581027140693498,0.21903441448946998,0.11583253570319285,0.5880766371594546,0.18574686607862623,0.5086122591569625 | |
| 18,1.8990494799613953,2.1442238069048116,2.1415467683006737,0.24517432694341634,0.4006847404699542,0.4018117588837378,-0.0011270184137835981,0.533106340217213,0.7367204544490562,0.5694133977267586,2.928517735004425,5.46962308883667,9.835734273509786e-05,6.676491264,1,29.278270483016968,0.7695782250176681,0.24316696245426345,0.11346030887271297,0.5831273956895342,0.20375615784281043,0.49101939294273583 | |
| 19,1.8741898131370545,2.121725533522812,2.122262159983317,0.24753572038575733,0.41818965093444554,0.4193822048138666,-0.0011925538794210766,0.5509050531308546,0.7547341333379023,0.5897911496443741,2.950363082885742,4.641630172729492,9.797464868072488e-05,6.676491264,2,29.42900562286377,0.7922826770135732,0.2700090121075706,0.12289469593972926,0.6067686647554614,0.2138294071846643,0.5033534486056743 | |
| 20,1.8538569211959839,2.132577933517157,2.1384465133442596,0.27872101232117297,0.41217723109033505,0.41172816049958866,0.0004490705907463921,0.5444448474632244,0.7506998781366321,0.5844356407164842,3.0436043310165406,4.897030830383301,9.755282581475769e-05,6.676491264,0,29.307997941970825,0.7884373616434417,0.27640817398976486,0.12210976778515391,0.5967655265538422,0.19258616079083102,0.49675639577897635 | |
| 21,1.8329362297058105,2.1597510786617504,2.164317444259045,0.32681484895593993,0.4060906639567416,0.40444961209119884,0.001641051865542753,0.5382958334665302,0.7405509978359179,0.5737605294490212,2.89966637134552,5.4038286209106445,9.709221818197624e-05,6.676491264,1,29.250831842422485,0.7718283685732255,0.24903936546128896,0.1125582109607448,0.601510660848801,0.20998008385192263,0.49162729404446665 | |
| 22,1.8248274660110473,2.1453684171040854,2.1428429332433963,0.32054095109303815,0.42110033354422466,0.42148581723326956,-0.0003854836890448965,0.5538933505876061,0.761710184507077,0.5960052270789917,3.0892133355140685,6.247983455657959,9.659320146057262e-05,6.676491264,2,29.479827404022217,0.8038924414254637,0.27929833583055985,0.12007058448386627,0.604357468567286,0.22271571293926862,0.4962674580189033 | |
| 23,1.7814547562599181,2.1422840052959966,2.1476494377734614,0.3608292490360785,0.42588249980695997,0.4263773694076836,-0.0004948696007236464,0.5577606509166517,0.7677960220961388,0.6015832004379149,2.829427623748779,5.791774272918701,9.60561826557425e-05,6.676491264,0,29.23669743537903,0.808704659401547,0.29752357972895854,0.12921328219621314,0.6145611944556221,0.19786063036619442,0.5074316526932249 | |
| 24,1.7671603155136109,2.1409214945400463,2.144738365622128,0.37376117902643546,0.40932168201712277,0.40766813244394545,0.0016535495731773153,0.5414919977470032,0.7466084332518245,0.5802679955073222,2.7177402138710023,4.339663982391357,9.548159976772592e-05,6.676491264,0,29.481837272644043,0.7799422836947989,0.2502174789353119,0.119594240195616,0.5932087407536553,0.20507041464282968,0.5078969338805245 | |
| 25,1.748274438381195,2.1487009338304106,2.1455491570865406,0.4004264954492156,0.4291508575405603,0.430876400818831,-0.0017255432782706803,0.5576166945060769,0.7744658147562334,0.6098369227446568,2.6642284178733826,4.128967761993408,9.486992143456792e-05,6.676491264,1,29.323566675186157,0.8133337350154495,0.30685191210920537,0.13295450866116237,0.6342633247740569,0.16254743101700297,0.524954233666485 | |
| 26,1.7440086197853089,2.1455670525045956,2.1489831139059627,0.4015584327192867,0.41855005666349854,0.4162156328507432,0.0023344238127553374,0.5462950942285972,0.7678500163002346,0.600612633233515,2.9028095483779905,4.561896800994873,9.422164654989072e-05,6.676491264,0,29.141210317611694,0.8072027832024458,0.2802645598161496,0.1303875352605971,0.6208878243729499,0.15394996344858694,0.5186076738802616 | |
| 27,1.7511233496665954,2.162058862985349,2.1607146496866263,0.41093551331875355,0.4258775028751675,0.4236451619962638,0.002232340878903727,0.5571073360144811,0.7677129302321857,0.6020714788039602,2.9233180332183837,5.411974906921387,9.353730385598887e-05,6.676491264,1,29.368730783462524,0.8062466846116297,0.29434797437764326,0.11895763274071312,0.6167788017706608,0.20561550356604158,0.5133184201843165 | |
| 28,1.699594259262085,2.1429274736666213,2.1422288651559867,0.4433332144045363,0.4250962542253353,0.42428343811329716,0.0008128161120381505,0.5556980160392614,0.7659822961604369,0.6012724765913231,2.7640927386283876,4.343408584594727,9.281745151257946e-05,6.676491264,2,29.078842639923096,0.8045871198378107,0.30570974431441633,0.12636930646269415,0.6167136458355033,0.18006675412376968,0.5171309547778177 | |
| 29,1.6946712636947632,2.1511012900109385,2.1572914217032637,0.45643002631617535,0.42401072568613846,0.42489104659764987,-0.0008803209115114119,0.5525106057659069,0.7695304249539351,0.6032898149533471,2.606247134208679,6.2086639404296875,9.206267664155907e-05,6.676491264,3,29.186704874038696,0.8103949107288562,0.3111063089447219,0.1278975459368499,0.6215358451511576,0.15634477165763422,0.5167849716976113 | |
| 30,1.6843532299995423,2.1473419315674724,2.143255497895035,0.46298870156793015,0.4252685966356502,0.4209581336591814,0.00431046297646881,0.5545224311021353,0.7707168876737003,0.6047627257856656,2.601721270084381,4.051873683929443,9.12735948481387e-05,6.676491264,4,29.245384454727173,0.8144626313419759,0.32018607775952646,0.12281256536349354,0.6148406242541881,0.16760255613105526,0.5117071249636622 | |
| 31,1.678855562210083,2.1596688850253236,2.1625909057317996,0.4808133228152407,0.4356498153875006,0.4353666087851502,0.0002832066023503721,0.5680834904035762,0.7699084407734191,0.6055574193482255,2.7741382050514223,5.812676429748535,9.045084971874738e-05,6.676491264,5,29.295018911361694,0.810754622884597,0.33032678785477604,0.12766103763730566,0.6300121154426988,0.20721096468159136,0.5079333638240348 | |
| 32,1.6527883005142212,2.1570248837564505,2.159283011567359,0.5042365832422293,0.4377214344050606,0.43549813757117944,0.002223296833881172,0.5700834657796093,0.7732598690103428,0.6103164531540971,2.5351289892196656,3.837507486343384,8.959511229611376e-05,6.676491264,0,29.61473774909973,0.8150714056036211,0.3363045341481505,0.12211183296002298,0.6246685739935044,0.21550286185886836,0.5126693978661966 | |
| 33,1.6580037903785705,2.1538192150639555,2.1568575653375364,0.495815424685385,0.4341093707112454,0.43405518973949836,5.418097174703096e-05,0.563797278445964,0.7713752692203177,0.6086977782947667,2.524503653049469,4.637588977813721,8.870708053195413e-05,6.676491264,0,28.94159984588623,0.809098769759972,0.33831339058248294,0.12366785105374285,0.6419195048560119,0.17763641861062837,0.5140202894046343 | |
| 34,1.6656020760536194,2.1902492373597386,2.1907797701218548,0.5246471613061192,0.4328301168120933,0.43009101933329985,0.002739097478793473,0.565648320180206,0.7688411412414226,0.6036153954615169,2.692699055671692,4.3565144538879395,8.778747871771292e-05,6.676491264,1,29.407601356506348,0.8116212814952342,0.3313138650919544,0.11566406230748633,0.6144662388274009,0.22177239358742018,0.502142859563064 | |
| 35,1.6365330862998961,2.1603124094944373,2.156937084945978,0.5237793231945411,0.43239179487321416,0.43180688586339006,0.0005849090098241083,0.5623928150397203,0.7778259553738702,0.6100591497606281,2.4965029525756837,3.9610037803649902,8.683705689382024e-05,6.676491264,2,29.352181673049927,0.8230070664857861,0.3207962017764116,0.12205507095956712,0.6257448445581968,0.19206171773891162,0.5106858677204118 | |
| 36,1.6196637153625488,2.1704229794296563,2.1666789475609276,0.5507592640671075,0.43641183257250743,0.43741299022408703,-0.0010011576515795984,0.5685036438408263,0.772816843981158,0.6089922718989933,2.4405214977264404,4.58575439453125,8.585659023794818e-05,6.676491264,3,29.236921310424805,0.8127325295999972,0.3364925691690599,0.1200114027928863,0.6221854683919367,0.21126324420403597,0.5157857812771285 | |
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| 73,1.4917023491859436,2.261206776488061,2.2668500133589204,0.7695044273021174,0.4482214766520736,0.4489335162187009,-0.0007120395666272983,0.5796859473564149,0.7838073571760021,0.6190862313373487,2.1210922384262085,7.274310111999512,3.728908329032567e-05,6.676491264,10,29.222540378570557,0.8244304624401088,0.38410599217991026,0.13411571845401504,0.6376800888983114,0.19255684822845057,0.5164397497116456 | |
| 74,1.5029278111457824,2.2532732626971077,2.2596636098973892,0.7503454515513253,0.4471971797324326,0.4467174129721947,0.00047976676023792075,0.5769276096650645,0.7857548139263393,0.6212794996875792,2.195945281982422,5.094135761260986,3.591337215792852e-05,6.676491264,11,29.15385627746582,0.8269640334135852,0.38931555449966015,0.13048359408884944,0.6386715016861119,0.17677260460070854,0.5209757901056808 | |
| 75,1.504144814014435,2.240381273568845,2.235449042974734,0.7362364595544102,0.4467788700728481,0.4436773659060009,0.0031015041668472354,0.5768555119641131,0.7866571703283305,0.621949993002666,1.9394467067718506,4.146059513092041,3.4549150281252636e-05,6.676491264,12,29.321357011795044,0.8285815081290184,0.38126969609634076,0.128003915371808,0.6354537857075295,0.18549168808832195,0.52187262704407 | |
| 76,1.4830941820144654,2.2540012481165865,2.2670164903004966,0.7709070661021211,0.4513929590926309,0.4500622808804635,0.0013306782121673688,0.5829603341161896,0.788968639179422,0.6223600530188822,1.998505518436432,3.9610581398010254,3.3197530339228487e-05,6.676491264,13,29.198225736618042,0.8338460638983936,0.38896449932094357,0.1283783753854277,0.6366893270137015,0.20938269140520668,0.5110967975321123 | |
| 77,1.4899985361099244,2.2657273283191754,2.266356126934874,0.7757287922092511,0.4497732513315078,0.44801095534194907,0.0017622959895587376,0.5803636830821678,0.7876546110406503,0.6226414850266059,1.9913525867462158,3.607909917831421,3.1859614732467954e-05,6.676491264,14,29.129375219345093,0.8292013675771027,0.38675460582566856,0.12918908916352392,0.6391231771108892,0.19331112971251946,0.521060138599343 | |
| 78,1.496684157848358,2.2668039845485315,2.2647177378336587,0.7701198267001734,0.44649565860569845,0.44537111049897077,0.0011245481067276852,0.5779073977534647,0.784041707999175,0.6199824329498588,2.2032882499694826,6.71769380569458,3.053649468413043e-05,6.676491264,15,29.17218255996704,0.8263385766686344,0.382145159246547,0.12518215662037704,0.6294250967425188,0.20097532978752036,0.5149076325685931 | |
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| 80,1.4713049340248108,2.2525201919032076,2.2714345922657087,0.7812152578783969,0.44922749620479485,0.4456847612787828,0.0035427349260120367,0.5814927604079694,0.7847449108441968,0.620163272230488,1.9855844759941101,5.364581108093262,2.7938944937838923e-05,6.676491264,17,29.336349725723267,0.826750762221512,0.3890916975180431,0.13168612374806216,0.6286403683665066,0.2039407948809584,0.5152552304936865 | |
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| 82,1.5040318965911865,2.2553210024740182,2.253184351266599,0.7512891058828317,0.4504883881989428,0.45015657150761657,0.0003318166913262588,0.5798579039317386,0.7902284099569673,0.6253384367124862,2.144287340641022,4.210855484008789,2.5413353767719805e-05,6.676491264,19,29.124306201934814,0.8321304189558255,0.38804936535863743,0.12893163655499193,0.6468630266753242,0.18415089064868073,0.5228049910001967 | |
| 83,1.4963195991516114,2.2589008200402354,2.270427572960947,0.762581220888624,0.45029796886754925,0.4512193561014221,-0.0009213872338728613,0.5822981873105316,0.7870440207086241,0.6228019942681055,1.8963929843902587,3.8337481021881104,2.418012691805191e-05,6.676491264,20,29.150851488113403,0.8292920403931714,0.38585213840413246,0.1329295470141769,0.6308609748608167,0.20372174929825473,0.5191313632347433 | |
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