| epoch,train_loss,train_acc,test_acc,ce,dual,rose,diag,reg,lambda | |
| 1,4.659859115131442,0.5601471176496733,0.6690807799442897,1.8106153360223383,1.9358907711495823,0.695668788773573,0.06495728216298056,2.1118848916715907,0.5078087449073792 | |
| 2,3.7592840269727863,0.6630294679763545,0.6047353760445683,1.390628339359562,1.5842515065238827,0.49863174449465497,0.026893328900470793,2.830831060251017,0.510659396648407 | |
| 3,3.2524622414948077,0.7490221787635006,0.7178272980501392,1.0725587051366932,1.453161535429856,0.4353310256948725,0.023672355376516793,2.8904373146246853,0.513374388217926 | |
| 4,2.88987169649777,0.7849126627850127,0.7331476323119778,0.8365777969794822,1.364685630458181,0.3933370935132204,0.020454609490339268,2.9322570527869916,0.5164731740951538 | |
| 5,2.6519425008777957,0.7977910129339082,0.7859331476323119,0.682532149048094,1.3051070992144125,0.36743599791819054,0.01804382280853119,2.9506288668681124,0.5185374617576599 | |
| 6,2.4888942993197465,0.821114271745411,0.7775766016713092,0.5789887328016275,1.2643024735866353,0.3479844345093367,0.015866699583329733,2.960319861321297,0.5206474661827087 | |
| 7,2.387398724354841,0.8647717676341171,0.7976323119777159,0.5124692122569809,1.2390593598909316,0.33763209222698165,0.014523213984497473,2.9678574627179812,0.5233737826347351 | |
| 8,2.279295801528269,0.8897617671896528,0.7958217270194986,0.44629906636035954,1.2121296209559727,0.3229351647682013,0.012244941630709558,2.96707445413008,0.5247930884361267 | |
| 9,2.1975438215238867,0.9036401617849682,0.7785515320334262,0.3935821841619212,1.192976271037478,0.3136195791467592,0.011102443773019137,2.9625553012270416,0.5267199873924255 | |
| 10,2.1159300571431308,0.9180074669985333,0.8220055710306406,0.34672903621444184,1.170480071409495,0.3013863065419311,0.009461068528993234,2.963885479362505,0.5277498960494995 | |
| 11,2.057099957906743,0.9275523356593627,0.8037604456824513,0.3127639418302883,1.1539582797827055,0.2933128450564731,0.00835341071511134,2.9622955667193165,0.5285857915878296 | |
| 12,1.994561923356092,0.9372305435797147,0.7272980501392757,0.27911422612179737,1.135299722747467,0.2837002085836163,0.007055840121567332,2.9574217294458762,0.5287200212478638 | |
| 13,1.942273771859809,0.945308680385795,0.723816155988858,0.25051046591651954,1.1195643883322848,0.27604574900642226,0.006062744208985129,2.955468883100703,0.5293441414833069 | |
| 14,1.9072813094046397,0.9506644739766212,0.7653203342618384,0.23057078556848307,1.1102408238255006,0.27093929573188197,0.005366180165446415,2.949937768022539,0.529622495174408 | |
| 15,1.8681508034429284,0.9568425263345037,0.8096100278551532,0.2098774407635986,1.0983694198952922,0.2648963150890558,0.004571091689162287,2.9455051436954736,0.5297714471817017 | |
| 16,1.8375973905784362,0.9611760522689897,0.7901114206128134,0.193257239101182,1.0889317030440204,0.26018208449822255,0.003929158052567564,2.9483343453676234,0.5298238396644592 | |
| 17,1.8127772287133694,0.9661096048713276,0.7725626740947075,0.18088678718527199,1.080849434737179,0.2560018021465169,0.003371205801026932,2.947020624927894,0.5298754572868347 | |
| 18,1.794456538483696,0.968298591048491,0.7848189415041783,0.17117965616137776,1.0751225131263447,0.25324893548513094,0.002974246704385156,2.9460800319381533,0.5298526883125305 | |
| 19,1.7826664680385331,0.970209787101649,0.7980501392757661,0.16532043153203602,1.071217057174977,0.2511709220662711,0.0027775913435343046,2.9468028801081685,0.529840886592865 | |
| 20,1.7737643328914272,0.9722654340192898,0.8040389972144847,0.1600169881842519,1.068881682424716,0.2499136851479665,0.0026434738550516804,2.946876287174212,0.5298202037811279 | |