epoch    norm_tc_tloss    norm_mchirp_tloss    tot_tloss    gw_tloss    histogram_loss_tloss    norm_tc_vloss    norm_mchirp_vloss    tot_vloss    gw_vloss    histogram_loss_vloss    train_acc    valid_acc    roc_auc    
0    0.6503    0.2462    1.553    0.6566    0.0    0.5025    0.1715    1.2838    0.6098    0.0    0.8729    0.899    0.9571    
1    0.4859    0.1682    1.2525    0.5984    0.0    0.4508    0.1566    1.1975    0.5901    0.0    0.9008    0.9045    0.9606    
2    0.4542    0.1583    1.2    0.5875    0.0    0.4322    0.1487    1.1654    0.5846    0.0    0.9052    0.9074    0.9616    
3    0.4302    0.1526    1.1619    0.5791    0.0    0.4145    0.1447    1.1434    0.5842    0.0    0.9088    0.9101    0.9626    
4    0.4141    0.1445    1.1311    0.5725    0.0    0.3999    0.1376    1.1093    0.5717    0.0    0.9114    0.9121    0.9647    
5    0.3997    0.1417    1.1079    0.5665    0.0    0.3869    0.1343    1.0935    0.5722    0.0    0.9138    0.9115    0.9647    
6    0.3917    0.1389    1.0942    0.5635    0.0    0.3713    0.1374    1.0771    0.5684    0.0    0.9149    0.9162    0.9656    
7    0.3838    0.1355    1.0771    0.5578    0.0    0.3669    0.1317    1.0668    0.5682    0.0    0.917    0.9113    0.9655    
8    0.3773    0.1348    1.0667    0.5545    0.0    0.3614    0.1259    1.0541    0.5669    0.0    0.9182    0.9116    0.9658    
9    0.3695    0.1305    1.0506    0.5506    0.0    0.364    0.1289    1.0669    0.574    0.0    0.9197    0.9081    0.9643    
10    0.3687    0.1307    1.0494    0.5499    0.0    0.3622    0.128    1.0572    0.567    0.0    0.9198    0.9148    0.9653    
11    0.3683    0.1301    1.0466    0.5483    0.0    0.3497    0.1321    1.0469    0.5651    0.0    0.9206    0.9114    0.9662    
12    0.3649    0.1283    1.04    0.5468    0.0    0.3529    0.1234    1.0473    0.571    0.0    0.921    0.9088    0.9659    
13    0.3618    0.1275    1.0341    0.5448    0.0    0.3479    0.1249    1.0346    0.5617    0.0    0.9216    0.9155    0.9664    
14    0.3553    0.125    1.0216    0.5413    0.0    0.3563    0.1255    1.0608    0.5791    0.0    0.9231    0.9055    0.9631    
15    0.349    0.1231    1.0108    0.5388    0.0    0.3459    0.1202    1.0345    0.5684    0.0    0.9241    0.9107    0.9656    
16    0.3501    0.1224    1.0112    0.5387    0.0    0.3522    0.1247    1.0446    0.5677    0.0    0.924    0.9112    0.9654    
17    0.3483    0.1222    1.0083    0.5378    0.0    0.3461    0.1208    1.0292    0.5623    0.0    0.9245    0.9164    0.9656    
18    0.3453    0.1216    1.0039    0.537    0.0    0.3416    0.1226    1.0282    0.5639    0.0    0.9244    0.9126    0.9666    
19    0.3448    0.1198    1.0    0.5355    0.0    0.334    0.1154    1.013    0.5636    0.0    0.9252    0.9128    0.9665