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 0.0 0.0 0.2847 0.2847 0.0 0.0 0.369 0.369 0.8776 0.8378 0.9201 1 0.0 0.0 0.2412 0.2412 0.0 0.0 0.361 0.361 0.9008 0.8448 0.9206 2 0.0 0.0 0.2298 0.2298 0.0 0.0 0.359 0.359 0.9062 0.8473 0.9204 3 0.0 0.0 0.2214 0.2214 0.0 0.0 0.3628 0.3628 0.9105 0.849 0.9238 4 0.0 0.0 0.2188 0.2188 0.0 0.0 0.3747 0.3747 0.9118 0.8399 0.9171 5 0.0 0.0 0.2152 0.2152 0.0 0.0 0.3759 0.3759 0.9136 0.8411 0.9207 6 0.0 0.0 0.213 0.213 0.0 0.0 0.361 0.361 0.9147 0.8448 0.9197 7 0.0 0.0 0.2122 0.2122 0.0 0.0 0.3697 0.3697 0.9149 0.8449 0.9202 8 0.0 0.0 0.2108 0.2108 0.0 0.0 0.3589 0.3589 0.9156 0.8487 0.9218 9 0.0 0.0 0.2103 0.2103 0.0 0.0 0.3695 0.3695 0.9156 0.8449 0.9205 10 0.0 0.0 0.2102 0.2102 0.0 0.0 0.3634 0.3634 0.9159 0.8476 0.922 11 0.0 0.0 0.2099 0.2099 0.0 0.0 0.3652 0.3652 0.9159 0.8464 0.9217 12 0.0 0.0 0.2099 0.2099 0.0 0.0 0.3694 0.3694 0.9162 0.8444 0.9215 13 0.0 0.0 0.2096 0.2096 0.0 0.0 0.3644 0.3644 0.9162 0.8458 0.9221 14 0.0 0.0 0.2096 0.2096 0.0 0.0 0.3631 0.3631 0.9161 0.8477 0.9229 15 0.0 0.0 0.2091 0.2091 0.0 0.0 0.3677 0.3677 0.9164 0.8452 0.9202 16 0.0 0.0 0.2097 0.2097 0.0 0.0 0.3635 0.3635 0.9162 0.8467 0.9207 17 0.0 0.0 0.2096 0.2096 0.0 0.0 0.3687 0.3687 0.916 0.8442 0.9207 18 0.0 0.0 0.2092 0.2092 0.0 0.0 0.3658 0.3658 0.9162 0.8455 0.9214 19 0.0 0.0 0.2096 0.2096 0.0 0.0 0.3642 0.3642 0.9161 0.8469 0.9215 20 0.0 0.0 0.2088 0.2088 0.0 0.0 0.3663 0.3663 0.9164 0.8462 0.9224 21 0.0 0.0 0.209 0.209 0.0 0.0 0.3667 0.3667 0.9166 0.8455 0.9207 22 0.0 0.0 0.2093 0.2093 0.0 0.0 0.3643 0.3643 0.9163 0.8449 0.9202 23 0.0 0.0 0.2091 0.2091 0.0 0.0 0.3663 0.3663 0.9164 0.8459 0.9216 24 0.0 0.0 0.2094 0.2094 0.0 0.0 0.3661 0.3661 0.9163 0.8462 0.9214 25 0.0 0.0 0.2089 0.2089 0.0 0.0 0.3622 0.3622 0.9164 0.8469 0.9211 26 0.0 0.0 0.209 0.209 0.0 0.0 0.3697 0.3697 0.9165 0.8462 0.921 27 0.0 0.0 0.2085 0.2085 0.0 0.0 0.3661 0.3661 0.9168 0.8465 0.9215