| epoch,train_loss,train_acc,test_acc,ce,dual,rose,diag,reg,lambda | |
| 1,4.791694474721507,0.4922774345526468,0.613091922005571,1.857257739915504,2.023422270945705,0.6769106322603494,0.04975974995827848,2.291279066000532,0.5091182589530945 | |
| 2,3.8282774116967624,0.7329992444108627,0.747075208913649,1.4102669035446866,1.6455047346760503,0.47875399909881416,0.027561084258592924,2.909956842566857,0.5110641717910767 | |
| 3,3.2818712607251945,0.7760233788168363,0.7373259052924791,1.0642357571076604,1.500308663290105,0.4205254204360966,0.022725994892633963,2.945288194127123,0.5116705298423767 | |
| 4,2.932683241081755,0.7994910884928219,0.7391364902506964,0.847733332165676,1.4023638552806394,0.38357262987789353,0.019258590545014352,2.970875917612126,0.5114829540252686 | |
| 5,2.7236083241705207,0.8178252366771857,0.7388579387186629,0.7169644929625266,1.3425394718135917,0.36369853089335674,0.017996314699938364,2.9860622690192242,0.5118589997291565 | |
| 6,2.576633046704338,0.8447597671007601,0.7688022284122563,0.6301362417561144,1.2987577692445815,0.3464454919281279,0.015653345595749373,2.997282008986149,0.5116653442382812 | |
| 7,2.4709132351585588,0.8665496244277523,0.7934540389972145,0.5690654461990702,1.2661343956794775,0.3335219946862475,0.014216903743733855,3.007696959870546,0.5121725797653198 | |
| 8,2.3671050942459657,0.8842059647095426,0.7725626740947075,0.5139684011138351,1.233250811972233,0.3177193806202572,0.012115511148879913,3.009549531265229,0.5122167468070984 | |
| 9,2.309609238754575,0.8956509178185698,0.8016713091922005,0.4849426574619925,1.21393574139845,0.30847064462405976,0.010874985035851116,3.0117270780979855,0.5120584964752197 | |
| 10,2.2729044551345803,0.9028623494377528,0.8037604456824513,0.4663254450777328,1.2019761800554054,0.30248823941689107,0.010213947341071576,3.0109319071530436,0.5120850205421448 | |