epoch norm_tc_tloss norm_mchirp_tloss norm_snr_tloss tot_tloss gw_tloss norm_tc_vloss norm_mchirp_vloss norm_snr_vloss tot_vloss gw_vloss train_acc valid_acc roc_auc 0 2.6269 1.9331 2.7701 7.9661 0.636 1.6046 2.2284 2.5542 6.9586 0.5714 0.6248 0.7604 0.853 1 0.9886 1.5799 1.3824 4.3059 0.355 0.7813 1.4402 1.1018 3.6214 0.298 0.8629 0.8899 0.9505 2 0.7661 1.1262 1.1502 3.3312 0.2887 0.5905 0.9883 1.0466 2.8914 0.2659 0.8895 0.8988 0.9584 3 0.664 0.9397 1.008 2.8759 0.2641 0.6516 0.8237 1.0716 2.7963 0.2495 0.9019 0.9137 0.9663 4 0.6372 0.7713 1.0004 2.668 0.259 0.5097 0.8348 1.0342 2.615 0.2363 0.9028 0.9097 0.9679 5 0.591 0.7639 0.8686 2.4671 0.2436 0.652 0.8199 0.7508 2.4688 0.246 0.9096 0.9058 0.9643 6 0.5441 0.6805 0.8297 2.2842 0.23 0.5507 0.7357 0.8697 2.3749 0.2188 0.9128 0.9182 0.9689 7 0.5246 0.6775 0.8593 2.2823 0.2208 0.4489 0.687 0.8205 2.1632 0.2069 0.9162 0.9162 0.9739 8 0.5007 0.6386 0.7813 2.1277 0.2071 0.4898 0.5926 0.6516 1.9578 0.2238 0.9224 0.9201 0.9681 9 0.4894 0.6012 0.7231 2.0175 0.2037 0.5947 0.7822 0.9334 2.5469 0.2366 0.9262 0.9023 0.9705 10 0.4985 0.6025 0.7568 2.0663 0.2085 0.4727 0.6654 0.8578 2.2189 0.2232 0.9246 0.9127 0.9676