| epoch,train_loss,train_acc,test_acc,ce,dual,rose,diag,reg,lambda | |
| 1,4.501771689870685,0.5053224587759456,0.41086350974930363,1.3799214883668511,2.0671598916689793,0.7811243212129271,0.2649808640890789,2.4706793228061077,0.628849446773529 | |
| 2,3.721451853586783,0.6408507044757544,0.71991643454039,0.956435411467786,1.8210434348081248,0.6448172094520026,0.04024388474367598,2.951314052066102,0.7079378962516785 | |
| 3,3.13369234021841,0.7393439708431486,0.6059888579387187,0.7446877927222545,1.589276094236153,0.5072116221267439,0.03331191112863588,2.8918565127832516,0.7246270775794983 | |
| 4,2.8828106567411296,0.7812569447531001,0.5915041782729805,0.6394374700216533,1.5007811252093484,0.458297149600641,0.02838724419885892,2.814562048476094,0.7341307401657104 | |
| 5,2.749941868508433,0.798535490466243,0.7505571030640669,0.5851052415212519,1.4539015236004305,0.43254211101247353,0.024993712317540096,2.7589362286065353,0.7630245685577393 | |
| 6,2.650359856371848,0.8146028712387218,0.517966573816156,0.5408583325334928,1.417971457760675,0.41423194751701775,0.02219130126669585,2.7507898755918965,0.7897358536720276 | |
| 7,2.5624768667747944,0.8276923418818615,0.7942896935933148,0.5040777741636115,1.387380365202324,0.400186301334746,0.020540099031950025,2.687784212261546,0.8096155524253845 | |
| 8,2.4747231271119747,0.8435930485799369,0.5934540389972145,0.4615240295524941,1.3533556165999956,0.3851763360913295,0.01804881641297938,2.7286228715666105,0.8166956901550293 | |
| 9,2.4259962586065025,0.8527156762522778,0.5675487465181058,0.43902681955306117,1.3375029216168102,0.3782645058759589,0.017417555921577118,2.6946025953445867,0.8203505873680115 | |
| 10,2.380651487170911,0.8597937686119383,0.6114206128133705,0.4162129989488532,1.3195064819475308,0.3716157242980945,0.01620639064529091,2.7169565440358108,0.8233333826065063 | |
| 11,2.3415482456967367,0.8676385617138539,0.600974930362117,0.40076941311494513,1.3044364871043694,0.3648045009451711,0.015586275008708123,2.699792089735255,0.8310643434524536 | |
| 12,2.2750252869040275,0.8773056580292458,0.7252089136490251,0.3679606389803878,1.282746823015539,0.35396531189413644,0.013928512853872334,2.689596679180038,0.8350889682769775 | |
| 13,2.230355735058053,0.88659495977599,0.7245125348189415,0.34707666097511114,1.2649262332774263,0.34696080843323235,0.013108780762932648,2.70081164104747,0.834556519985199 | |
| 14,2.2142988897820644,0.8886617182985911,0.705849582172702,0.33959122551770266,1.2585324617835,0.3439291314146954,0.013149563539538936,2.7093112213123405,0.8407202363014221 | |
| 15,2.1816232649928926,0.893495266456287,0.6793871866295265,0.3248225037463692,1.2469167227829618,0.3393070680047942,0.01251025608923667,2.693259551814516,0.8444488644599915 | |
| 16,2.164765293033681,0.8963842837459443,0.6647632311977716,0.31703182523094486,1.2402901917787397,0.3373272580750026,0.012213507475281505,2.6889468236755616,0.8458747267723083 | |
| 17,2.1327033530892763,0.9022289879550203,0.6598885793871866,0.30095536724250205,1.2293371325456024,0.3320040625489295,0.011416790378645285,2.692651047580078,0.8473384380340576 | |
| 18,2.1125552613574445,0.9066180719143073,0.7596100278551532,0.2922279573885927,1.2228265654760455,0.32809917697445956,0.01118268900786392,2.682832918663471,0.8474380373954773 | |
| 19,2.0993906279617778,0.9079847993244144,0.7275766016713092,0.28513586365772337,1.2181423765017438,0.3261394598302939,0.010857054552210626,2.688872023695675,0.8475042581558228 | |
| 20,2.086193165189293,0.9097404329081292,0.7094707520891365,0.27871056243130204,1.214112317701452,0.32377261794314416,0.010712076928136235,2.6852646099418487,0.8475358486175537 | |