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 0.0068 0.0108 0.068 0.0503 0.0032 0.0057 0.0278 0.0188 0.9806 0.9932 0.9997 1 0.0032 0.0062 0.0262 0.0169 0.0023 0.0048 0.0263 0.0192 0.9945 0.9933 0.9997 2 0.0027 0.0052 0.0204 0.0125 0.0022 0.0043 0.0179 0.0114 0.996 0.9963 0.9999 3 0.0025 0.0046 0.0171 0.0101 0.0021 0.0039 0.0293 0.0233 0.9971 0.9923 0.9998 4 0.0024 0.0043 0.0153 0.0086 0.002 0.0036 0.0159 0.0103 0.9974 0.997 0.9999 5 0.0023 0.004 0.0142 0.0079 0.002 0.0035 0.017 0.0114 0.9977 0.9967 0.9998 6 0.0022 0.0038 0.0133 0.0073 0.0021 0.0035 0.021 0.0154 0.9978 0.9952 0.9998 7 0.0022 0.0036 0.0123 0.0065 0.002 0.0033 0.0132 0.0079 0.9982 0.9976 0.9999 8 0.0022 0.0035 0.0117 0.0061 0.0019 0.0032 0.0128 0.0078 0.9985 0.9976 0.9999 9 0.0021 0.0034 0.0115 0.006 0.0019 0.0031 0.0128 0.0078 0.9984 0.9978 0.9999 10 0.0021 0.0032 0.0105 0.0052 0.0019 0.003 0.0137 0.0089 0.9986 0.9974 0.9999 11 0.0021 0.0031 0.0103 0.0051 0.0019 0.0028 0.0159 0.0111 0.9986 0.9966 0.9998 12 0.0021 0.0031 0.0113 0.006 0.0019 0.0029 0.0165 0.0117 0.9984 0.9966 0.9999