epoch,lr,train_loss,train_time_loss,train_weighted_time_loss,train_fft_loss,train_rms_loss,train_scale_loss,train_underestimate_loss,train_envelope_loss,train_rms_error,train_dominant_freq_error,val_loss,val_time_loss,val_weighted_time_loss,val_fft_loss,val_rms_loss,val_scale_loss,val_underestimate_loss,val_envelope_loss,val_rms_error,val_dominant_freq_error 1,0.001,25.599940884788083,1.7562742283884085,0.1756274257347269,2774.0617503040244,0.48780856886,0.4243854204157613,0.1559595560549565,0.8805500887474924,0.48780856886,0.5304876364710495,11.634879671294113,0.5565754904829222,0.05565755005026686,1030.2479747903758,0.19599251089424924,0.30123303316790484,0.07480601036262795,0.6266409343686598,0.19599251089424924,1.0759024783184585 2,0.001,18.8950198911271,1.807937761522689,0.18079377879511635,1975.3159283332104,0.3459213998801303,0.35067820830165214,0.1092575388907824,0.758364588865694,0.3459213998801303,0.4821035959354592,10.542049144876414,0.5095152341086289,0.05095152441283752,783.4861005585769,0.16758740950247336,0.2732687505154774,0.10411370940634916,0.6904992646184461,0.16758740950247336,0.9969777073497166 3,0.001,16.69826183678969,1.7823544706938401,0.17823545016207784,1672.4529568654186,0.30989001663226,0.3281119924108937,0.10324830568905147,0.7008864249823228,0.30989001663226,0.5562505104268722,11.536806665617844,0.5393576467859333,0.05393576609163449,807.3707762093379,0.21286767027501402,0.33425827504232014,0.10436723167718999,0.6995668801768072,0.21286767027501402,1.0535930765001758 4,0.001,14.293646308611024,1.7581631035174963,0.1758163128540201,1394.1521462494472,0.25787185048157313,0.2936001386282579,0.08524404234200153,0.6856944434485346,0.25787185048157313,0.4707189468993712,11.0088351677204,0.512058621850507,0.05120586244196727,716.754319289635,0.18768149871250678,0.30934940792363264,0.12457355485972145,0.7022169437901727,0.18768149871250678,0.9801404230908486 5,0.001,13.64289491581467,1.7736638503254585,0.1773663880127781,1282.9595152656987,0.2586157521549261,0.2966467724093851,0.0801986690856657,0.662726102291413,0.2586157521549261,0.4816929557024733,12.69674718791041,0.5321119869577473,0.0532112003400408,923.869591548525,0.2018765033832912,0.3501281591838804,0.1300795058286267,0.763439338782738,0.2018765033832912,0.8944807380729035 6,0.001,11.776648678869572,1.7715154886245728,0.17715155192703572,1060.149999654518,0.21744662122625225,0.2669158032480276,0.07291070573067046,0.6286382666736279,0.21744662122625225,0.49275163173347086,13.566723692006079,0.5599699513665561,0.055996995740409554,1081.8859031940328,0.23347977780062576,0.399347482827203,0.09571884981966738,0.753588840879243,0.23347977780062576,0.802507071705832 7,0.001,10.598831523139522,1.8021629632643934,0.180216298631902,959.8165948256006,0.1918528508746399,0.24521326632151064,0.06225078732197015,0.5634953882896675,0.1918528508746399,0.43498506576279067,12.335502788938324,0.5373578256574171,0.053735782938270735,897.6921434073613,0.22004679693230267,0.3851976631016567,0.09088767872288309,0.7485740184783936,0.22004679693230267,0.7111648032890617 8,0.0005,10.096835316352124,1.771101622086651,0.17711016507643573,904.1345197569649,0.18218446649470418,0.2265465495721349,0.06017633231427028,0.5831915904890816,0.18218446649470418,0.4688892364850107,12.481576097422632,0.55741053922423,0.05574105519416003,993.8351429906385,0.20113462980451255,0.37394588877414836,0.08785425563310754,0.7251736295634302,0.20113462980451255,0.7193729794563382 9,0.0005,9.301918011791301,1.8092092241881028,0.18092092534281173,872.4488234609928,0.15496070823579464,0.2050890047454609,0.05094481654078612,0.5316191723324218,0.15496070823579464,0.45952377956299667,12.33887189010094,0.529184412339638,0.052918442107480146,888.4320715542498,0.2059096264941939,0.35693827361382285,0.11748063429820768,0.7306599390917811,0.2059096264941939,0.7187415812949122 10,0.0005,9.509747361237148,1.775009681593697,0.17750097143481364,875.1525979671839,0.15211023376235422,0.21900151374767413,0.054768192924488826,0.5556492130711393,0.15211023376235422,0.48492007759302524,11.80303616359316,0.5109482181483301,0.05109482271404102,766.1427895118451,0.20308723608995305,0.33445684663180647,0.13568100256138835,0.7249893361124499,0.20308723608995305,0.7126380656820888