| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.516202176117897,0.5048215460777282,0.7425625,0.762,0.8243300715625,0.8732059999999999,0.7569538690300577,0.7867383512544803 |
| 2,0.3963282227754593,0.46082752418518064,0.8259375,0.788,0.9075065778125,0.9000159999999999,0.8308861927836679,0.8110516934046346 |
| 3,0.36867281029224397,0.42493677568435667,0.8386625,0.815,0.9186898362500001,0.9127659999999999,0.8424688464965276,0.8304307974335472 |
| 4,0.3542528419017792,0.4074905831813812,0.845075,0.823,0.9248633390625001,0.9205080000000001,0.8484248116622639,0.8368663594470046 |
| 5,0.3403548675537109,0.41424507093429563,0.8531,0.808,0.9309384471875,0.92629,0.8558885564330211,0.8294849023090586 |
| 6,0.3318081362247467,0.3906863133907318,0.8567375,0.827,0.93423774875,0.930716,0.8594173566390678,0.8428701180744778 |
| 7,0.32519469617605207,0.36105185317993166,0.861,0.869,0.9368514665625001,0.9344180000000001,0.8634275748569182,0.8741594620557157 |
| 8,0.32060102583169936,0.37292938590049746,0.86275,0.843,0.9384422834375,0.93661,0.8649147412711301,0.8560953253895509 |
| 9,0.3157067622065544,0.35844378638267516,0.866275,0.86,0.9406569871874999,0.938488,0.8683614706895703,0.8681732580037664 |
| 10,0.3123330146789551,0.35199765610694883,0.8673,0.861,0.941668468125,0.9403119999999999,0.8692417598659901,0.8692380056444027 |
| 11,0.30826096630096433,0.35517982244491575,0.8694875,0.853,0.943408483125,0.940754,0.8713005534532277,0.8635097493036211 |
| 12,0.3057488402843475,0.35178941106796263,0.87175,0.853,0.9443589190625,0.943028,0.8734114743985194,0.8640148011100832 |
| 13,0.3045723081469536,0.3392759783267975,0.8735375,0.87,0.9446504490625,0.944194,0.8752789181059457,0.8766603415559773 |
| 14,0.30191169962882997,0.3297857186794281,0.8727,0.883,0.9456036775000001,0.94534,0.8743987568140894,0.8871745419479267 |
| 15,0.29968378196954726,0.3400397257804871,0.8743875,0.868,0.946489756875,0.944236,0.8760316305004873,0.8754716981132076 |
| 16,0.29680143661499025,0.3367580199241638,0.876025,0.867,0.9474999259375001,0.946828,0.877525314892566,0.8753514526710403 |
| 17,0.29857451049089434,0.34162590765953066,0.8743125,0.866,0.9466660206249999,0.9449979999999999,0.8760279630611415,0.8740601503759399 |
| 18,0.2954092138528824,0.3474994144439697,0.87565,0.851,0.9478054796875001,0.9475239999999999,0.8771062904580719,0.8631772268135904 |
| 19,0.2938269382715225,0.3424833574295044,0.878275,0.854,0.9486420765625,0.948208,0.8797688717682791,0.8655616942909761 |
| 20,0.2923043594479561,0.32470084190368653,0.8774375,0.872,0.949194895,0.9491279999999999,0.8788893143442977,0.879472693032015 |
| 21,0.28963840399980545,0.30601215744018556,0.8780125,0.895,0.9499582490625,0.9512439999999999,0.8795110809309217,0.8969578017664377 |
| 22,0.2899744666814804,0.3137786254882812,0.8787375,0.887,0.949825616875,0.949996,0.8803424074599435,0.8908212560386474 |
| 23,0.29027994297742843,0.3042428662776947,0.879075,0.892,0.9496964565624999,0.951428,0.880535454073946,0.8937007874015748 |
| 24,0.2872967393040657,0.31885491275787353,0.880475,0.88,0.9508135303125,0.951082,0.8818339100346021,0.8863636363636364 |
| 25,0.2836995227456093,0.30117155861854555,0.88185,0.89,0.9520967193750001,0.952782,0.8831008212130207,0.8936170212765957 |
| 26,0.2859069944858551,0.2995423231124878,0.881325,0.892,0.9511105234375,0.9522339999999999,0.8825668555030551,0.8941176470588236 |
| 27,0.28301520525217055,0.31548889327049257,0.8824625,0.877,0.9522996709375,0.9524279999999999,0.8835931019968556,0.884071630537229 |
| 28,0.28125553686618804,0.3222295985221863,0.8830375,0.869,0.952794055,0.952074,0.8842313640581503,0.8776844070961718 |
| 29,0.2827617033600807,0.31060648560523985,0.8832125,0.882,0.9522816162500001,0.952076,0.8842785835490543,0.8874045801526718 |
| 30,0.2785134831309318,0.3135552213191986,0.883975,0.877,0.9536143525,0.9530799999999999,0.8849956634865568,0.884071630537229 |
| 31,0.2803569580793381,0.30667154502868654,0.882575,0.882,0.952943858125,0.9535799999999999,0.8838095238095238,0.8878326996197718 |
| 32,0.27769599967002867,0.31261660397052765,0.8853,0.881,0.9540515346874999,0.953756,0.8862328902995438,0.8878416588124411 |
| 33,0.28083689839839937,0.3068255021572113,0.88295,0.886,0.9527711178125,0.9540519999999999,0.8840371517027864,0.8916349809885932 |
| 34,0.2789206043958664,0.3019160349369049,0.8855,0.888,0.95354343875,0.9538260000000001,0.8867009697209578,0.8923076923076924 |
| 35,0.28053018015623093,0.3011794950962067,0.88345,0.886,0.9528391778125,0.953836,0.8845953907468377,0.8903846153846153 |
| 36,0.2774832370996475,0.3092144639492035,0.8849125,0.882,0.9540655437500001,0.9538639999999999,0.8859715393284867,0.888468809073724 |
| 37,0.2798551372170448,0.3011974756717682,0.8843875,0.885,0.9532460953124999,0.9542579999999999,0.8855307615193257,0.8899521531100478 |
| 38,0.28013261641263965,0.3014625837802887,0.8821375,0.887,0.952960820625,0.9540880000000002,0.8832336441653973,0.8916586768935763 |
| 39,0.27879746550321577,0.2993989486694336,0.884775,0.885,0.95359334625,0.9542899999999999,0.8858282345364017,0.8895292987512008 |
| 40,0.27610865057706835,0.3008466126918793,0.886175,0.885,0.9546001090625,0.954108,0.8873549568272348,0.8897411313518696 |
| 41,0.27868854777812957,0.30339773631095884,0.88455,0.884,0.9536194393749999,0.9539259999999999,0.8856732602183547,0.8888888888888888 |
| 42,0.2779697263479233,0.30505713224411013,0.884525,0.886,0.9539188765625,0.9538939999999999,0.8857135787806809,0.8910133843212237 |
| 43,0.279194893860817,0.30375247168540953,0.8848875,0.885,0.9535390637500001,0.954166,0.8859806604182401,0.8899521531100478 |
| 44,0.28102073278427125,0.3029591026306152,0.883125,0.884,0.9528921884375,0.954182,0.8843480196917597,0.8888888888888888 |
| 45,0.2777087940096855,0.30676751470565794,0.88595,0.884,0.9541121115625001,0.95396,0.8870931815369385,0.8895238095238095 |
| 46,0.2775434868097305,0.3033074443340302,0.883825,0.886,0.954067044375,0.9541139999999999,0.8852734230341933,0.8908045977011494 |
| 47,0.2767128183722496,0.3026766602993011,0.8851375,0.885,0.9543604721875001,0.954128,0.8863324303261959,0.8897411313518696 |
| 48,0.277763673889637,0.30219867944717405,0.88355,0.884,0.9539374362499999,0.9541160000000001,0.8847143847143847,0.8886756238003839 |
| 49,0.27576439927816393,0.3024502011537552,0.886425,0.885,0.9548128225,0.954142,0.887477089215832,0.8897411313518696 |
| 50,0.2762982283234596,0.30297702717781066,0.8868375,0.886,0.9547079543749999,0.9541219999999999,0.8880175154311443,0.8908045977011494 |
| 51,0.2765669431090355,0.3025750870704651,0.884725,0.885,0.9544257896875,0.9541660000000001,0.8858098068350668,0.8897411313518696 |
| 52,0.2782016171813011,0.30222247338294983,0.8854625,0.885,0.95381389125,0.95416,0.886642831516831,0.8897411313518696 |
| 53,0.27635966651439664,0.3032157802581787,0.8866625,0.886,0.9544998809375,0.9541199999999999,0.88764977757952,0.8908045977011494 |
| 54,0.2761215434551239,0.30288618206977846,0.885825,0.886,0.954603040625,0.954148,0.8868265847251822,0.8908045977011494 |
| 55,0.27878968694210055,0.30238373517990114,0.8837375,0.885,0.9536687103125,0.95416,0.8848985855185814,0.8897411313518696 |
| 56,0.2767538755774498,0.30341865730285644,0.8858125,0.886,0.9543299578125,0.9541459999999999,0.8867089157044883,0.8908045977011494 |
| 57,0.2792465718269348,0.30147533464431764,0.8840875,0.885,0.9534717784375001,0.9542459999999998,0.8853840924541129,0.8897411313518696 |
| 58,0.27879981338977816,0.30380315756797793,0.8844125,0.885,0.9536847343749999,0.9541639999999999,0.8852658353495875,0.8901623686723973 |
| 59,0.2799244931459427,0.3027287175655365,0.884175,0.886,0.9531752353125,0.9542160000000001,0.8854522078821144,0.8908045977011494 |
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