| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.1835714893572866,0.09244952123264791,0.9206577537090315,0.969989281886388,0.9784845563083372,0.9939786717580578,0.9186923721709975,0.969264544456641 |
| 2,0.07716920408632251,0.06096882924102127,0.9738816494612738,0.9790996784565916,0.9947106496122985,0.9969195475186935,0.9736527627610538,0.9790435249865663 |
| 3,0.06444868562028461,0.06720562264850286,0.9783945394031703,0.9785637727759914,0.9963320151739845,0.9974146715237068,0.9782349264079104,0.9787460148777896 |
| 4,0.06039456451583744,0.06681167854181823,0.9804817510012974,0.977491961414791,0.9965942360496207,0.9974399446747748,0.980355419292568,0.9771241830065359 |
| 5,0.050132729788306886,0.05916882300348144,0.9829920460314774,0.9812433011789925,0.9976312880770117,0.9971326461333802,0.9828863346104726,0.9812332439678284 |
| 6,0.04457735885448475,0.04909279997613269,0.9851356687538783,0.9839228295819936,0.9981192680094804,0.9977776858754103,0.9850509176523984,0.9837837837837838 |
| 7,0.04426424924702204,0.06989945328743512,0.9847689964460992,0.9769560557341908,0.998078788644313,0.9966604977202469,0.9846860643185299,0.9770911028236547 |
| 8,0.0420639348776031,0.05298241902250569,0.986151068990805,0.9828510182207931,0.9983526086934121,0.9978207651101851,0.9860902575143772,0.9827027027027027 |
| 9,0.040968989712254086,0.05732744556052125,0.9862356856772155,0.9844587352625938,0.9984004723883522,0.9974468373523387,0.9861638786504111,0.9842818428184282 |
| 10,0.03754754384664699,0.06539882237984053,0.987110058103458,0.9828510182207931,0.9987027032524518,0.9974319032176167,0.9870600560636521,0.9826275787187839 |
| 11,0.035778098370716604,0.05088002429945676,0.9879844305297004,0.9866023579849946,0.998816936813326,0.9983549476213943,0.9879306436990027,0.9865663621708759 |
| 12,0.03481979277643744,0.048128021587512886,0.988266486151069,0.9833869239013934,0.9988182065170877,0.9977363298100264,0.9882152974504249,0.9832884097035041 |
| 13,0.03193595719092347,0.055077075790554,0.9896767642579116,0.9882100750267953,0.9989781748711057,0.9975553970239717,0.989638772505945,0.9881337648327939 |
| 14,0.03298475589057222,0.053288602632533315,0.9887741862695324,0.9855305466237942,0.9989859124267368,0.9973744642379169,0.9887271285333937,0.9854132901134521 |
| 15,0.03191303082452266,0.04221350049234663,0.9895639420093643,0.9833869239013934,0.9990891625727392,0.9989230191306265,0.9895255350469936,0.9834842834310069 |
| 16,0.029308131715100914,0.05471716926603839,0.9903254921870593,0.9855305466237942,0.9991404853353208,0.9981544855822416,0.9902912621359223,0.98544474393531 |
| 17,0.03016212272536111,0.056950987583188,0.989987025441417,0.9844587352625938,0.9991568069157575,0.9987007302791879,0.9899498910058602,0.9842988630211154 |
| 18,0.029576734199181873,0.053449729343702554,0.9899588198792801,0.9855305466237942,0.9991804030395511,0.9981682709373696,0.9899212955098805,0.9856 |
| 19,0.028841552285978407,0.04705291234220339,0.9904947255598804,0.9876741693461951,0.9992465183282899,0.9983359927580934,0.9904654123638421,0.9876277568585261 |
| 20,0.0280320755686604,0.07082255342765637,0.9906357533705646,0.9812433011789925,0.9992838297984828,0.9975525250749866,0.9906066093254866,0.9811929070392262 |
| 21,0.027218691233333082,0.05374277993988761,0.990579342246291,0.9839228295819936,0.9993495616303212,0.9983618402989584,0.9905500226346763,0.9838012958963283 |
| 22,0.02302524945806642,0.05262572828596428,0.9925255260337339,0.9860664523043944,0.9994925846897739,0.9985640255075021,0.9924995046842716,0.986021505376344 |
| 23,0.019790655131869297,0.054304013657608216,0.9935409262706606,0.9855305466237942,0.9996335584028041,0.9985875754891791,0.9935254036020243,0.9854760623991393 |
| 24,0.018872989452811094,0.05408463952913162,0.9935973373949343,0.9871382636655949,0.9996765198956263,0.9985341572380582,0.9935830388692579,0.9870828848223897 |
| 25,0.017796509273956724,0.055317757345759985,0.994048626389124,0.9876741693461951,0.9996846870502745,0.9985393267462311,0.9940346611630997,0.9876675603217158 |
| 26,0.01702368317950844,0.054201130961873525,0.994020420826987,0.9866023579849946,0.9997217455343794,0.9985376035768401,0.9940085914537644,0.9865519096288327 |
| 27,0.019257860339864052,0.053686716704602414,0.9935127207085237,0.9866023579849946,0.9996322282369585,0.9985617279483141,0.9934991520633126,0.9865663621708759 |
| 28,0.01788571851482789,0.05545974291645445,0.994048626389124,0.9866023579849946,0.999707880623878,0.9985852779299911,0.9940376953290571,0.986580783682233 |
| 29,0.016400070693283985,0.055476776297261096,0.994612737631861,0.9866023579849946,0.9997357202312964,0.9985812572014121,0.9946034526601305,0.9865663621708759 |
| 30,0.01638478725151874,0.055496224576541464,0.9947255598804084,0.9860664523043944,0.9997339875152607,0.9985864267095851,0.9947155735156978,0.986021505376344 |
| 31,0.01588784705257722,0.05602171939237708,0.994612737631861,0.9860664523043944,0.9997948553315604,0.9985841291503971,0.99460436735501,0.986021505376344 |
| 32,0.015264607099086464,0.056627510456889386,0.9950640266260506,0.9866023579849946,0.9997711207814168,0.9985703437952691,0.9950552400327767,0.9865519096288327 |
| 33,0.015447567521083333,0.05765339847162989,0.9945563265075873,0.9866023579849946,0.9997912196509895,0.99857781086263,0.9945491004603609,0.9865374259558427 |
| 34,0.015745404439308927,0.056568599878016775,0.9946409431939979,0.9860664523043944,0.9997881870001498,0.9985594303891261,0.9946279122370505,0.9860365198711063 |
| 35,0.015978443315121844,0.056557982393399694,0.9945845320697242,0.9860664523043944,0.9997614834434656,0.9985473682033891,0.9945722847288969,0.986021505376344 |
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