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 0.0 0.0 0.552 0.2025 0.3495 0.0 0.0 0.5211 0.1729 0.3482 0.918 0.9329 0.9769 1 0.0 0.0 0.5178 0.1734 0.3444 0.0 0.0 0.5137 0.1685 0.3452 0.933 0.936 0.9783 2 0.0 0.0 0.5086 0.1656 0.343 0.0 0.0 0.506 0.1605 0.3455 0.9366 0.9391 0.9796 3 0.0 0.0 0.5046 0.1621 0.3425 0.0 0.0 0.5028 0.1578 0.3449 0.938 0.94 0.98 4 0.0 0.0 0.5017 0.1596 0.3421 0.0 0.0 0.4991 0.1556 0.3435 0.9391 0.9411 0.9806 5 0.0 0.0 0.4988 0.1572 0.3416 0.0 0.0 0.4988 0.1551 0.3437 0.9403 0.9415 0.9806 6 0.0 0.0 0.4967 0.1555 0.3413 0.0 0.0 0.4945 0.1548 0.3397 0.9412 0.941 0.9813 7 0.0 0.0 0.4945 0.1535 0.341 0.0 0.0 0.496 0.1535 0.3425 0.942 0.9427 0.9808 8 0.0 0.0 0.493 0.1522 0.3408 0.0 0.0 0.4978 0.1531 0.3447 0.9428 0.9427 0.981 9 0.0 0.0 0.4903 0.1499 0.3405 0.0 0.0 0.4931 0.1526 0.3405 0.9436 0.9426 0.9813 10 0.0 0.0 0.4882 0.1481 0.3401 0.0 0.0 0.4961 0.1516 0.3446 0.9444 0.9436 0.9814 11 0.0 0.0 0.4873 0.1473 0.34 0.0 0.0 0.4943 0.1523 0.342 0.9447 0.9432 0.9809 12 0.0 0.0 0.4858 0.1461 0.3397 0.0 0.0 0.4967 0.1597 0.337 0.9452 0.9393 0.9811 13 0.0 0.0 0.4852 0.1456 0.3397 0.0 0.0 0.495 0.1559 0.3391 0.9455 0.9417 0.981 14 0.0 0.0 0.4835 0.1441 0.3394 0.0 0.0 0.4953 0.1529 0.3424 0.9459 0.9432 0.9808 15 0.0 0.0 0.483 0.1436 0.3393 0.0 0.0 0.4923 0.1521 0.3402 0.9462 0.9431 0.9812 16 0.0 0.0 0.4805 0.1415 0.339 0.0 0.0 0.4919 0.1527 0.3392 0.9473 0.9429 0.9815 17 0.0 0.0 0.4806 0.1416 0.339 0.0 0.0 0.4949 0.1525 0.3424 0.947 0.9435 0.9811 18 0.0 0.0 0.4799 0.1411 0.3389 0.0 0.0 0.4954 0.1563 0.3391 0.9474 0.9415 0.981 19 0.0 0.0 0.479 0.1402 0.3387 0.0 0.0 0.494 0.1543 0.3397 0.9477 0.9424 0.9812