epoch norm_tc_tloss norm_mchirp_tloss tot_tloss gw_tloss norm_tc_vloss norm_mchirp_vloss tot_vloss gw_vloss train_acc valid_acc roc_auc 0 3.3305 4.5351 10.6035 2.7378 2.6185 2.9832 7.6288 2.0271 0.4698 0.4825 0.2852 1 2.4701 3.0642 7.3794 1.845 2.2828 2.7406 6.5802 1.5568 0.472 0.4748 0.2715 2 2.2528 2.7153 6.6705 1.7024 1.954 2.573 6.1746 1.6476 0.4807 0.4941 0.2309 3 2.0902 2.5175 6.2413 1.6336 2.052 2.2783 5.9227 1.5924 0.4865 0.4998 0.3948 4 2.023 2.4099 6.0217 1.5888 1.7717 2.3335 5.5972 1.492 0.4885 0.498 0.3323 5 1.9769 2.2931 5.8102 1.5403 1.7281 2.0919 5.2999 1.4799 0.4834 0.4894 0.3391 6 1.9397 2.228 5.6953 1.5275 2.3366 2.0283 5.8109 1.446 0.4818 0.4997 0.4521 7 1.8708 2.1757 5.5198 1.4733 1.7019 2.144 5.3311 1.4853 0.4848 0.4943 0.2824 8 1.8763 2.1222 5.4645 1.4661 1.6505 1.9296 5.0339 1.4537 0.4842 0.5 0.3505 9 1.8215 2.1071 5.3814 1.4528 1.7168 2.1264 5.2613 1.4181 0.488 0.4959 0.3803 10 1.8278 2.0204 5.2703 1.4221 1.6707 1.8519 4.9441 1.4214 0.4887 0.4991 0.3209 11 1.7811 1.9913 5.1693 1.397 1.9084 1.945 5.355 1.5016 0.4902 0.4999 0.3975 12 1.7933 1.9591 5.1373 1.385 1.6367 2.0277 5.0558 1.3914 0.4909 0.4981 0.3182 13 1.7274 1.9375 5.0317 1.3668 1.6181 1.7688 4.7422 1.3554 0.4934 0.5 0.4092 14 1.7395 1.927 5.0214 1.3549 1.7237 1.873 4.9798 1.3831 0.4923 0.4985 0.2977 15 1.7504 1.9241 5.0169 1.3425 1.7626 1.9572 5.1613 1.4415 0.4941 0.5 0.3581 16 1.7087 1.8891 4.8932 1.2954 1.7638 1.8482 4.9648 1.3527 0.493 0.491 0.3931 17 1.6613 1.8736 4.824 1.2891 1.5994 1.8581 4.8159 1.3584 0.4915 0.4999 0.325 18 1.687 1.8505 4.8171 1.2796 1.5211 1.7306 4.6126 1.3609 0.4931 0.4994 0.3418 19 1.6507 1.8302 4.711 1.23 1.6793 1.7906 4.7948 1.3249 0.4953 0.4999 0.4225 20 1.6949 1.8433 4.7808 1.2425 1.7487 1.8787 4.9514 1.3239 0.495 0.4976 0.3176 21 1.6734 1.8294 4.735 1.2323 1.6222 1.6898 4.5918 1.2798 0.4961 0.5 0.3162 22 1.6591 1.7779 4.6309 1.1939 1.6097 1.7572 4.6561 1.2891 0.4972 0.4998 0.3441