epoch norm_mchirp_tloss norm_tc_tloss norm_snr_tloss tot_tloss gw_tloss norm_mchirp_vloss norm_tc_vloss norm_snr_vloss tot_vloss gw_vloss train_acc valid_acc roc_auc 0 0.0528 0.3853 1.1056 1.6798 0.136 0.0361 0.2428 0.8369 1.1968 0.0809 0.9491 0.9726 0.9951 1 0.0361 0.2296 0.8245 1.1702 0.0799 0.0363 0.1966 0.7663 1.0713 0.0722 0.973 0.9755 0.9959 2 0.036 0.2099 0.7737 1.0911 0.0715 0.036 0.1905 0.7535 1.0487 0.0688 0.9758 0.9766 0.9962 3 0.0359 0.1931 0.7522 1.0468 0.0656 0.0359 0.1779 0.7131 0.9928 0.0659 0.9786 0.9779 0.9965 4 0.0359 0.1918 0.7309 1.0218 0.0632 0.0358 0.1809 0.7835 1.0629 0.0626 0.9794 0.979 0.9966 5 0.0358 0.1814 0.7177 0.9944 0.0595 0.0358 0.1678 0.7011 0.9677 0.0629 0.9804 0.978 0.9969 6 0.0358 0.1805 0.7149 0.9901 0.059 0.0359 0.1661 0.6843 0.9483 0.062 0.9807 0.9782 0.9968 7 0.0358 0.1791 0.699 0.97 0.0561 0.0358 0.1575 0.6885 0.9377 0.0559 0.9817 0.981 0.9973 8 0.0358 0.1777 0.697 0.9652 0.0547 0.0358 0.1726 0.6721 0.9416 0.0611 0.9823 0.9793 0.9968 9 0.0357 0.1738 0.6912 0.9537 0.053 0.0358 0.1571 0.6809 0.9311 0.0574 0.9827 0.9805 0.9972 10 0.0357 0.171 0.6847 0.9436 0.0521 0.0358 0.1635 0.6991 0.9596 0.0612 0.9835 0.9794 0.9971 11 0.0358 0.167 0.6784 0.9324 0.0512 0.0359 0.16 0.6489 0.9021 0.0574 0.9836 0.9807 0.9971 12 0.0357 0.167 0.6764 0.9295 0.0504 0.0358 0.1591 0.6801 0.9314 0.0563 0.9839 0.9817 0.9972 13 0.0358 0.1643 0.6754 0.9236 0.0482 0.0358 0.158 0.6572 0.9081 0.0571 0.9848 0.9805 0.9974 14 0.0357 0.1634 0.6744 0.9213 0.0477 0.0359 0.1494 0.6653 0.9036 0.053 0.9849 0.9817 0.9976 15 0.0357 0.1602 0.6748 0.9176 0.0469 0.0358 0.1661 0.6651 0.9237 0.0567 0.9851 0.9813 0.9972 16 0.0357 0.1591 0.6672 0.9081 0.0461 0.0358 0.15 0.6629 0.902 0.0533 0.9855 0.9818 0.9975 17 0.0357 0.1606 0.6594 0.9012 0.0454 0.0358 0.1515 0.6609 0.9004 0.0522 0.9857 0.9824 0.9977