epoch,lr,train_loss,train_relative_loss,train_log_rms_huber_loss,train_mae_loss,train_rms_error,val_loss,val_relative_loss,val_log_rms_huber_loss,val_mae_loss,val_rms_error
1,0.001,1.0684084097544353,0.6919674078623453,0.19923226369751823,1.5134448210398357,0.6919673813713921,0.3821044862270355,0.2511320114135742,0.033154696226119995,0.7073763012886047,0.2511320412158966
2,0.001,1.0431654651959736,0.6733311547173394,0.19394073883692423,1.49585849708981,0.673331167962816,0.3861435353755951,0.2520703375339508,0.0340907983481884,0.7233673334121704,0.2520703673362732
3,0.001,1.0058492289649115,0.6443076067500644,0.18731229503949484,1.473716417948405,0.6443075670136346,0.39013171195983887,0.252702534198761,0.03538244962692261,0.7392822504043579,0.2527025640010834
4,0.001,0.9792734649446275,0.6221125589476691,0.18307040548986858,1.4657206005520291,0.6221125887499915,0.394980788230896,0.253364622592926,0.037405483424663544,0.7570802569389343,0.253364622592926
5,0.001,0.939600666364034,0.5912809504403008,0.17598583300908408,1.4422023958630033,0.5912809636857774,0.3971262574195862,0.2521932125091553,0.03932402655482292,0.7696000933647156,0.2521932125091553
6,0.001,0.9127781920962863,0.5688717034127977,0.17321109771728516,1.4266544183095295,0.5688716835445828,0.3954552412033081,0.24867530167102814,0.040780965238809586,0.7746281623840332,0.24867533147335052
7,0.001,0.8162693844901191,0.4975863430235121,0.15291899773809645,1.3599585427178278,0.4975863430235121,0.39774268865585327,0.24631300568580627,0.044477906078100204,0.7871417999267578,0.24631300568580627
8,0.001,0.8098740312788222,0.48419485489527386,0.16087035338083902,1.3668427334891424,0.4841948416497972,0.40212470293045044,0.24344877898693085,0.05097588896751404,0.8029600381851196,0.24344877898693085
9,0.001,0.7296120656861199,0.4106071988741557,0.16139008270369637,1.3197486003239949,0.4106071756945716,0.43612974882125854,0.2614344656467438,0.060854148119688034,0.8603642582893372,0.2614344358444214
10,0.001,0.7408013741175333,0.38955933849016827,0.2076671322186788,1.3032778369055853,0.3895593351787991,0.4869456887245178,0.29191675782203674,0.07229459285736084,0.9387197494506836,0.29191672801971436
11,0.001,0.7496903538703918,0.3897787862353855,0.21981331043773228,1.3003438181347318,0.3897787994808621,0.5376651287078857,0.32053330540657043,0.0865083634853363,1.0150035619735718,0.32053327560424805
12,0.001,0.9797695477803549,0.38233999411265057,0.5365811387697855,1.29995772573683,0.3823399974240197,0.5587358474731445,0.3330889940261841,0.09165894240140915,1.0460175275802612,0.3330889642238617
13,0.001,0.7886577645937601,0.39104337162441677,0.27514297929075027,1.2750475406646729,0.39104337493578595,0.5636787414550781,0.3352062702178955,0.09356075525283813,1.055345892906189,0.3352062702178955
14,0.001,0.6367178559303284,0.34643163283665973,0.1475350492530399,1.1975661383734808,0.3464316460821364,0.5635904669761658,0.3346971571445465,0.09383875876665115,1.0567615032196045,0.3346971571445465
15,0.001,0.6623357137044271,0.36682088838683236,0.15060860332515505,1.2170556386311848,0.3668208916982015,0.5532020926475525,0.32986027002334595,0.08957388252019882,1.0410760641098022,0.32986021041870117
16,0.001,0.6297085682551066,0.36428216265307534,0.12578680531846154,1.140575302971734,0.36428215106328327,0.5544819235801697,0.33266526460647583,0.08754842728376389,1.041035532951355,0.33266523480415344
17,0.001,0.6100040011935763,0.36249567733870613,0.10765769663784239,1.111767013867696,0.36249566078186035,0.5716693997383118,0.34491467475891113,0.08935325592756271,1.0649319887161255,0.34491464495658875
18,0.001,0.5903598533736335,0.3496483862400055,0.10458873874611324,1.0817992157406278,0.34964838955137467,0.601777195930481,0.3637298047542572,0.0955144539475441,1.109410285949707,0.3637298047542572
19,0.001,0.5701847804917229,0.3414529164632161,0.09985838168197209,1.0255872938368056,0.3414529164632161,0.629698634147644,0.3823082447052002,0.10031794756650925,1.1476796865463257,0.3823082447052002
20,0.001,0.5357944567998251,0.3132438593440586,0.09814917544523875,0.9929247697194418,0.3132438593440586,0.6656612157821655,0.4028518795967102,0.11059614270925522,1.199081540107727,0.4028518795967102
21,0.001,0.5140700340270996,0.29829433891508317,0.1006597230831782,0.9352060423956977,0.2982943256696065,0.6950218081474304,0.4190041720867157,0.11983328312635422,1.2409510612487793,0.4190041720867157
22,0.001,0.5517757270071242,0.31282461020681596,0.12161111583312352,0.9849517875247531,0.31282461020681596,0.6951501965522766,0.42067644000053406,0.11815791577100754,1.2390354871749878,0.4206763803958893
23,0.001,0.5385147333145142,0.3098441825972663,0.12465377317534553,0.9012014071146647,0.3098441743188434,0.6760208606719971,0.41229119896888733,0.10967614501714706,1.209816813468933,0.41229113936424255
24,0.001,0.4948686576551861,0.2839176009098689,0.10664872804449664,0.873096740908093,0.283917604221238,0.6479407548904419,0.3981650471687317,0.0997471809387207,1.1664352416992188,0.3981650173664093
25,0.001,0.4815748400158352,0.2894285586145189,0.08536433428525925,0.8541535006629096,0.2894285437133577,0.628013014793396,0.3875465989112854,0.09387131035327911,1.133752703666687,0.3875465989112854
26,0.001,0.4902527266078525,0.3052508632342021,0.08093913561768001,0.8286499811543359,0.3052508615785175,0.6259267330169678,0.3861921727657318,0.09331636875867844,1.1316486597061157,0.3861921429634094
27,0.001,0.4992575960026847,0.3134735193517473,0.0804886631667614,0.8361171748903062,0.31347350279490155,0.6494007110595703,0.399603933095932,0.09916889667510986,1.1694673299789429,0.3996039032936096
28,0.001,0.45642075273725724,0.2935712155368593,0.07241135980519983,0.7236066361268362,0.29357120229138267,0.6795501708984375,0.4163399338722229,0.10745861381292343,1.2174421548843384,0.4163399338722229
29,0.0005,0.4504433075586955,0.27966498997476363,0.08081474165535635,0.7344483600722419,0.2796649800406562,0.712536096572876,0.4332484304904938,0.11834639310836792,1.2701857089996338,0.4332483410835266
30,0.0005,0.4445747633775075,0.2770162257883284,0.0779732180138429,0.7271908124287924,0.27701622247695923,0.7285711765289307,0.44202420115470886,0.12342425435781479,1.293191909790039,0.44202420115470886
31,0.0005,0.47021543317370945,0.29266008569134605,0.08219371032383707,0.7727337082227071,0.29266009893682265,0.7398308515548706,0.4480714797973633,0.12714092433452606,1.3093578815460205,0.4480714499950409
32,0.0005,0.4485766556527879,0.27516163720024955,0.07896825671195984,0.7612588869200813,0.27516160408655804,0.7477874755859375,0.45214587450027466,0.1301499605178833,1.3201942443847656,0.45214587450027466
33,0.0005,0.4806170066197713,0.29431821240319145,0.0897826933198505,0.7930783894326952,0.29431822564866805,0.7456773519515991,0.45039525628089905,0.13018397986888885,1.3176275491714478,0.4503951966762543
34,0.0005,0.4639296531677246,0.27904501888487077,0.09117302215761608,0.7766991588804457,0.2790450221962399,0.7344075441360474,0.4435312747955322,0.12712228298187256,1.3035639524459839,0.44353124499320984
35,0.0005,0.4217291673024495,0.25814421640502083,0.07712550130155352,0.704938703113132,0.2581442031595442,0.728592038154602,0.43990880250930786,0.12561193108558655,1.2964953184127808,0.4399087429046631
36,0.0005,0.4452095528443654,0.2780698604053921,0.07377014433344205,0.7454138000806173,0.2780698537826538,0.719640851020813,0.4346870481967926,0.12287390232086182,1.285322666168213,0.4346870481967926
37,0.0005,0.4346568849351671,0.27202920781241524,0.0730870481994417,0.7187491787804497,0.27202921443515354,0.7090620994567871,0.42957648634910583,0.11880777031183243,1.2691987752914429,0.42957648634910583
38,0.0005,0.45190709829330444,0.2777327348788579,0.07873265279663934,0.7674991223547194,0.2777327398459117,0.7021456360816956,0.42580172419548035,0.11658556759357452,1.2593647241592407,0.42580166459083557
39,0.0005,0.41501253181033665,0.25652576155132717,0.06958397726217906,0.7086585627661811,0.2565257747968038,0.6967095136642456,0.4226696193218231,0.11500495672225952,1.2519077062606812,0.42266955971717834
40,0.0005,0.426217923561732,0.2659038090043598,0.06590471830632952,0.739237109820048,0.26590381893846726,0.6904255747795105,0.4193277060985565,0.11303865909576416,1.2421258687973022,0.41932764649391174
41,0.0005,0.474410249127282,0.302842206425137,0.07200946576065487,0.7837395668029785,0.302842206425137,0.6886562705039978,0.41840869188308716,0.11255472153425217,1.2388770580291748,0.41840869188308716
42,0.0005,0.4341147674454583,0.2751454992426766,0.06902315095067024,0.7146794034375085,0.2751455108324687,0.6964045763015747,0.42251697182655334,0.11516380310058594,1.2500985860824585,0.42251691222190857
43,0.0005,0.40912215577231514,0.2595863143603007,0.058075524038738675,0.7065279748704698,0.2595863276057773,0.709182620048523,0.430009663105011,0.11880651861429214,1.2671202421188354,0.430009663105011
44,0.0005,0.44166630175378585,0.27680986291832393,0.07062854783402549,0.7459001806047227,0.2768098645740085,0.7103798389434814,0.4306167662143707,0.11920434236526489,1.2690653800964355,0.4306167662143707
45,0.0005,0.4364900390307109,0.2806501239538193,0.06813105609681872,0.6982774602042304,0.28065012726518845,0.713029146194458,0.43142566084861755,0.12053372710943222,1.274687647819519,0.43142572045326233
46,0.0005,0.42031361990504795,0.2599939935737186,0.0675199499560727,0.7311977677875094,0.2599939935737186,0.7204116582870483,0.43440350890159607,0.12379532307386398,1.287744164466858,0.43440350890159607
47,0.0005,0.41649588611390853,0.2588261928823259,0.06496965015927951,0.7262829906410642,0.2588262077834871,0.7308988571166992,0.43982744216918945,0.12745337188243866,1.3032091856002808,0.43982744216918945
48,0.0005,0.45140007469389176,0.2842165165477329,0.07611107577880223,0.734001550409529,0.2842165331045787,0.738196074962616,0.4431730806827545,0.13040359318256378,1.314801573753357,0.44317302107810974
49,0.0005,0.4124910682439804,0.25314582718743217,0.068223740077681,0.7211828695403205,0.25314583049880135,0.7486779689788818,0.4491503834724426,0.1336752474308014,1.3284742832183838,0.4491503834724426
50,0.00025,0.41983669333987766,0.2572576337390476,0.07067853129572338,0.7304676373799642,0.25725764367315507,0.7499342560768127,0.4504518508911133,0.1333393007516861,1.32985258102417,0.4504518508911133
51,0.00025,0.39338985085487366,0.24541797240575156,0.061128986792431936,0.6808343132336935,0.2454179906182819,0.7484983205795288,0.4500373899936676,0.1325150579214096,1.3271640539169312,0.4500373899936676
52,0.00025,0.4347236222691006,0.26843487554126316,0.07120031118392944,0.7525900999704996,0.2684348738855786,0.7462888956069946,0.44955143332481384,0.1310974657535553,1.3227624893188477,0.44955143332481384
53,0.00025,0.39689934915966457,0.24233278632164001,0.06171891983184549,0.721849156750573,0.24233278466595543,0.7399852871894836,0.44651278853416443,0.1285889446735382,1.3135385513305664,0.44651278853416443
54,0.00025,0.37512414654095966,0.23281626568900216,0.05609904395209418,0.6682239903344048,0.23281625906626383,0.7348796129226685,0.44354644417762756,0.12702621519565582,1.307090163230896,0.44354644417762756
55,0.00025,0.42326178153355914,0.271195156706704,0.06771800035817756,0.6751875513129764,0.2711951591902309,0.731861412525177,0.4418794810771942,0.1260313242673874,1.3030563592910767,0.4418794810771942
56,0.00025,0.40027793248494464,0.2503356287876765,0.0625538213385476,0.6868461138672299,0.25033563044336105,0.7314411997795105,0.44189128279685974,0.12566323578357697,1.3020164966583252,0.44189128279685974
57,0.00025,0.41923924618297154,0.2631028691927592,0.06492394229604138,0.7162894474135505,0.2631028923723433,0.7334963083267212,0.4432640075683594,0.12621350586414337,1.30381441116333,0.443263977766037
58,0.00025,0.4435661964946323,0.2827550404601627,0.06622585654258728,0.7409449021021525,0.2827550503942702,0.7361425757408142,0.44472166895866394,0.12714305520057678,1.3070908784866333,0.44472166895866394