| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.13937111898126953,0.061795054740269466,0.9466068708749366,0.9769560557341908,0.9865958837686954,0.9966283318916149,0.9458632424857722,0.9767441860465116 |
| 2,0.07014803548294148,0.05718921086604189,0.976138094432222,0.9780278670953912,0.9955991335707005,0.9974646434360457,0.975937197792821,0.9778018408229562 |
| 3,0.05835825285419915,0.07380046204355369,0.9804817510012974,0.9764201500535906,0.9969286979777587,0.9964209771748982,0.9803386748494147,0.9760348583877996 |
| 4,0.05128288997520366,0.06881374887331505,0.9826253737236983,0.9801714898177921,0.9974972627303069,0.9975714799382875,0.9825,0.9800108049702864 |
| 5,0.0458649001387669,0.05032129911556121,0.9842048852033621,0.9833869239013934,0.997988544210778,0.9984554658358693,0.9841143764892772,0.9832703723691312 |
| 6,0.043698969365356534,0.0661970034145849,0.9855305466237942,0.9801714898177921,0.9980535552709319,0.9978724601919151,0.9854554733350345,0.9801182160128963 |
| 7,0.04164961956814625,0.05863028364645323,0.9864895357364473,0.9844587352625938,0.9982283336532891,0.9977696444182522,0.9864271343968717,0.9842476914720261 |
| 8,0.03774739769857171,0.052013995455296475,0.9871946747898686,0.9823151125401929,0.9986862782500296,0.9979907844900969,0.9871351657693398,0.9823434991974318 |
| 9,0.038643089537192775,0.05739453715239307,0.9872228803520054,0.9839228295819936,0.9986156967226201,0.9986036584034951,0.9871602278846972,0.9838536060279871 |
| 10,0.03571591321060572,0.045584743261528934,0.9882382805889321,0.9871382636655949,0.9986740633179754,0.9987271522098499,0.9881879726935388,0.9870828848223897 |
| 11,0.03527774108139734,0.053214151232572234,0.9884075139617533,0.9839228295819936,0.998760399991562,0.9978046821958693,0.9883579299209699,0.9838362068965517 |
| 12,0.0316032103032257,0.07719606999607331,0.9889998307666272,0.9855305466237942,0.9990701042874526,0.9970780791026652,0.9889587226091388,0.9853658536585366 |
| 13,0.032022624893309724,0.04578860881483823,0.9894511197608168,0.9844587352625938,0.9990220464774012,0.9983664354173344,0.9894104988957472,0.984416980118216 |
| 14,0.026857199294236956,0.07007449652125214,0.9910588368026175,0.9855305466237942,0.9993577049183573,0.9973331081725328,0.9910307557366381,0.9855382967327263 |
| 15,0.030377816641506235,0.053539045682099086,0.9898459976307328,0.9876741693461951,0.9991024276357242,0.9974502836911208,0.9898097826086957,0.987601078167116 |
| 16,0.026518157590637706,0.05832296152901611,0.9913126868618491,0.9844587352625938,0.9992988068931065,0.9975536738545807,0.9912846632710809,0.984400215169446 |
| 17,0.020819180875318085,0.04937796273726934,0.9932588706492921,0.9882100750267953,0.999631297439088,0.9986151461994351,0.9932384643675559,0.9881593110871906 |
| 18,0.018432237487176,0.04951334815364559,0.9934281040221131,0.9898177920685959,0.9997079872280785,0.9981780355639187,0.993411565106744,0.9897684437264405 |
| 19,0.017501123485001418,0.051630236400093676,0.9944999153833136,0.9898177920685959,0.9996889018939649,0.9980798149086318,0.9944885673101382,0.9897574123989218 |
| 20,0.016828323603004222,0.05539114738536034,0.9943870931347661,0.9892818863879957,0.9997303375147224,0.9981309356005648,0.9943751943243166,0.9892125134843581 |
| 21,0.01563451775215865,0.056208761139410486,0.9946409431939979,0.9876741693461951,0.9997866802213748,0.9982412184415885,0.9946303413972417,0.987601078167116 |
| 22,0.01661869972142178,0.057111949842554965,0.9941332430755345,0.9898177920685959,0.999732055910791,0.9975565458035656,0.994120639945729,0.9897684437264405 |
| 23,0.014972617360798714,0.05967797630038292,0.9949794099396401,0.9892818863879957,0.9997956890718752,0.9976467250016945,0.9949689089881288,0.9892125134843581 |
| 24,0.013250779897670574,0.05869008320416668,0.9954024933716928,0.9892818863879957,0.9998462735605903,0.9977093334895673,0.9953909232291814,0.9892125134843581 |
| 25,0.01313157600290313,0.058384515920061004,0.99596660461443,0.9887459807073955,0.9998192342802297,0.9977759627060192,0.9959580542129511,0.9886670264436049 |
| 26,0.013568647945103362,0.05824144106729621,0.9955999323066509,0.9887459807073955,0.999821708452347,0.9977794090448013,0.9955924733005594,0.9886670264436049 |
| 27,0.015008587322017704,0.05678818983376218,0.9948383821289558,0.9892818863879957,0.9998060662748005,0.9978110004836362,0.9948253923370564,0.9892125134843581 |
| 28,0.013982452712398301,0.0573176316365935,0.9950922321881875,0.9887459807073955,0.9998327698314847,0.9978041078060722,0.995083912527547,0.9886670264436049 |
| 29,0.013232464354405208,0.05659332689365007,0.9955153156202403,0.9887459807073955,0.9998446028977459,0.9978138724326212,0.9955055544562852,0.9886670264436049 |
| 30,0.01335705076833693,0.05697512145115248,0.9952896711231455,0.9887459807073955,0.9998380220772463,0.9978035334162753,0.9952815528494335,0.9886670264436049 |
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