WaveCleanLDM/C5B_Exact30B_PacketCleanLDMAlignment/latest/c5b_train_log.csv

epoch,train_loss,time,direct_mse,cond_mse,x0_mse,wave_mse,artifact_ratio,shuffle_mse,zero_mse,causal_gap_shuffle,causal_gap_zero,score
1,0.08972788880374737,14.41476559638977,0.008763718496387204,0.0068386850180104375,0.004722017950067918,0.004807272809557617,0.0007295047932226831,0.0047857586372022825,0.004890409763902426,6.374068713436466e-05,0.00016839181383450797,0.008333833305853963
2,0.06928644579176496,13.727804183959961,0.008763718496387204,0.006637774601889153,0.004849625324519972,0.004937711055390537,0.0007456791160317758,0.004947088425979018,0.005128552399886151,9.746310145904592e-05,0.00027892707536617857,0.008500566821506558
3,0.06915497119970075,13.811591863632202,0.008763718496387204,0.007057738800843556,0.004801063255096476,0.004888711380772293,0.0006607870842951039,0.0049064883108561235,0.005085504031740129,0.0001054250557596479,0.0002844407766436534,0.008469276536682932
4,0.06280809803297971,13.851871728897095,0.008763718496387204,0.005779728409834206,0.00458147229316334,0.004664460468726854,0.000547213855800995,0.004714696047206719,0.004945733002386987,0.00013322375404337984,0.0003642607092236476,0.007917465252952146
5,0.06519781483519005,13.864763736724854,0.008763718496387204,0.007101882637167971,0.004569418611936271,0.004652507525558273,0.0006689664563358141,0.004703848894375066,0.00507319113239646,0.00013443028243879506,0.0005037725204601884,0.008128196384374557
6,0.06439537518635029,13.913254261016846,0.008763718496387204,0.00822999452551206,0.004631120051878194,0.004715676108996074,0.0005292492157119947,0.00474451524981608,0.00497432464423279,0.00011339519793788534,0.00034320459235459566,0.008355769589131038
7,0.06231752568969458,13.93454384803772,0.008763718496387204,0.006238855072297156,0.004562457751793166,0.004645426136751969,0.0005208334672109535,0.004677991072336833,0.005018834063472847,0.00011553332054366726,0.0004563763116796817,0.007951207447816463
8,0.06183345953184294,13.920588493347168,0.008763718496387204,0.005453947039010624,0.004105821465297292,0.004180469608400017,0.0005925176374148577,0.004298053798265755,0.004576393597138424,0.0001922323329684632,0.00047057213184113246,0.0071622777347026085