| epoch,train_loss,train_loss_cls,train_loss_reg,train_acc,val_loss,val_accuracy,val_f1,val_precision,val_recall,val_r2,val_mae,val_rmse |
| 1,3.6710602258114107,3.664399197253775,0.0066610286676106936,0.33708333333333335,0.5214192204177379,0.7572,0.7074415922932084,0.7036618344786799,0.7572,0.7661761656092274,5.079775939941406,7.737287896207631 |
| 2,1.5659432710485255,1.5635212751145058,0.0024219956506598504,0.7995333333333333,0.24467970952391624,0.833,0.8135713267477054,0.8135959772541416,0.833,0.8374696367492676,3.942265531730652,6.450770938813874 |
| 3,1.2965205502002797,1.294595095451842,0.0019254570311688362,0.8434833333333334,0.21539378352463245,0.848,0.8345476464553864,0.8447049536660243,0.848,0.8555408712095498,3.7188382574081422,6.081586153227106 |
| 4,1.2116904644255941,1.2100293194994014,0.0016611464165567243,0.8661,0.20681057162582875,0.8584,0.8485770548769197,0.8520636039272422,0.8584,0.8619396128537031,3.690098307609558,5.945370326210087 |
| 5,1.1546311690452251,1.153167647250155,0.0014635232742875814,0.8831333333333333,0.196885877661407,0.8648,0.8553786209185408,0.8567124767369673,0.8648,0.8661651999474788,3.606699145126343,5.853678888960011 |
| 6,1.1107255012431043,1.1093843274928155,0.0013411752805311946,0.898,0.19397251792252063,0.8702,0.862556230588007,0.8626834743488424,0.8702,0.868818861297368,3.5736558856964113,5.795355289996768 |
| 7,1.0735298057819935,1.0722795833932592,0.0012502233292213938,0.911,0.19419998489320278,0.8729,0.8662488873408196,0.8668921113165466,0.8729,0.8677959834232898,3.5752074138641357,5.817905901660457 |
| 8,1.0450228313182264,1.0438580972083071,0.0011647329100982306,0.9198666666666667,0.1971759855747223,0.8745,0.8682543336719728,0.868860550038201,0.8745,0.8690140446623786,3.5184344007492063,5.791042253720064 |
| 9,1.0214721765924006,1.0203666260901918,0.001105548023305675,0.9289,0.19810124449431896,0.8759,0.8694744478579515,0.8721128694836355,0.8759,0.8700229420868484,3.55117027759552,5.768696875215731 |
| 10,0.9992985306902135,0.9982370878787751,0.0010614459296351575,0.9360833333333334,0.19851093888282775,0.8787,0.8738019174469928,0.8775553207188174,0.8787,0.8699872963650783,3.574739803504944,5.769487842755515 |
| 11,0.9855700401549644,0.9845429326625581,0.0010271075374862933,0.9424,0.19890217967331408,0.8797,0.875550782111539,0.8792660052234149,0.8797,0.8693493539105841,3.5854038719177246,5.78362529705738 |
| 12,0.9731350028768498,0.9721321176975332,0.001002886459885284,0.9464833333333333,0.2014853686094284,0.8793,0.8748119788168973,0.8774139782397148,0.8793,0.8677888459116989,3.5980608905792235,5.818062949878145 |
| 13,0.9651041398657129,0.9641242927693306,0.0009798480299341077,0.9500333333333333,0.20219865441322327,0.8797,0.8754897760360602,0.8785927062807161,0.8797,0.8688536145318553,3.566714022064209,5.794587570320839 |
| 14,0.9606386002073897,0.959660526539417,0.0009780740605647418,0.95155,0.20259030126035213,0.8811,0.8768527318659198,0.8807566329654987,0.8811,0.869047870671788,3.5660733938217164,5.790294461724023 |
| 15,0.959062233630647,0.9580984607655951,0.0009637737220668412,0.95235,0.20248149074614047,0.8813,0.8771001359798906,0.8810218945645605,0.8813,0.8691144230475137,3.565014412307739,5.78882290555858 |
|
|
