| epoch,train_loss,train_acc,test_acc,ce,dual,rose,diag,reg,lambda | |
| 1,4.5203807802836105,0.52475,0.6868,1.9996617921829223,1.7345346495310465,0.5330596348126729,0.025994124846160413,2.505253096516927,0.5081968903541565 | |
| 2,3.566502532577515,0.8378,0.8349,1.5753430054982502,1.362559902826945,0.3232237820784251,0.008980530016124248,3.0447779179890953,0.5123655796051025 | |
| 3,3.079918941752116,0.9397666666666666,0.9089,1.2157268785476685,1.2721974803288778,0.2877214326699575,0.005947069749732812,3.036784422938029,0.5156224370002747 | |
| 4,2.7210487326304116,0.9653833333333334,0.9218,0.9339810914993286,1.215029684638977,0.2674241689364115,0.004192198484142621,3.0419456002553305,0.5188320279121399 | |
| 5,2.469340245056152,0.97675,0.9298,0.7350104240099589,1.17501280225118,0.25405244851112363,0.002954646461457014,3.049691032409668,0.5206859707832336 | |
| 6,2.3060324467976887,0.9807,0.946,0.6049373060226441,1.1493397890726724,0.2458414247671763,0.002221761526912451,3.0569174517313638,0.5217382907867432 | |
| 7,2.2001306231180826,0.9843333333333333,0.9486,0.5234877174377441,1.1305587978363036,0.23965013965765636,0.0016489867995803556,3.0626908602396647,0.5213360786437988 | |
| 8,2.1399141896565754,0.98605,0.9481,0.4767147150357564,1.120157110595703,0.23627285215854646,0.0013288942863543829,3.0663661263783775,0.5214526653289795 | |
| 9,2.1073309514363605,0.98715,0.9512,0.4519249406019847,1.1141238658269246,0.23433525817394257,0.0011498555194586516,3.068319311014811,0.5213534235954285 | |
| 10,2.0968259101867677,0.98745,0.9507,0.44465528984069824,1.1116395818074545,0.2335045117298762,0.0010831997250517209,3.069181990814209,0.5213242173194885 | |