epoch tot_tloss gw_tloss tot_vloss gw_vloss train_acc valid_acc roc_auc 0 0.3664 0.3664 0.3292 0.3292 0.8408 0.8667 0.9124 1 0.3214 0.3214 0.3123 0.3123 0.8694 0.8743 0.9185 2 0.3143 0.3143 0.3146 0.3146 0.8727 0.876 0.9202 3 0.303 0.303 0.3093 0.3093 0.8794 0.8783 0.9202 4 0.3054 0.3054 0.3033 0.3033 0.8771 0.8798 0.9223 5 0.3032 0.3032 0.3169 0.3169 0.8783 0.8754 0.9175 6 0.3005 0.3005 0.2914 0.2914 0.8797 0.8849 0.9275 7 0.2917 0.2917 0.3125 0.3125 0.8849 0.8772 0.9191 8 0.2972 0.2972 0.2888 0.2888 0.8812 0.8851 0.9251 9 0.2931 0.2931 0.3125 0.3125 0.8837 0.8796 0.9211 10 0.2951 0.2951 0.2966 0.2966 0.8829 0.8835 0.9246 11 0.2977 0.2977 0.305 0.305 0.8809 0.8821 0.9206 12 0.2906 0.2906 0.2935 0.2935 0.8849 0.8867 0.9271 13 0.2949 0.2949 0.3068 0.3068 0.8824 0.8835 0.9237 14 0.293 0.293 0.2873 0.2873 0.8833 0.8861 0.925 15 0.294 0.294 0.2878 0.2878 0.8825 0.8866 0.9262 16 0.288 0.288 0.3024 0.3024 0.8867 0.8794 0.9189 17 0.2915 0.2915 0.2941 0.2941 0.8839 0.8862 0.9253 18 0.2904 0.2904 0.2812 0.2812 0.8848 0.8901 0.9309 19 0.2894 0.2894 0.301 0.301 0.8849 0.8838 0.9225 20 0.2906 0.2906 0.2738 0.2738 0.8842 0.8937 0.9321 21 0.2837 0.2837 0.296 0.296 0.8883 0.8843 0.9255 22 0.2877 0.2877 0.2979 0.2979 0.8852 0.8841 0.9233 23 0.2911 0.2911 0.2893 0.2893 0.8841 0.8873 0.9264 24 0.2892 0.2892 0.2997 0.2997 0.8849 0.8837 0.924 25 0.2941 0.2941 0.2777 0.2777 0.882 0.8902 0.9285 26 0.2877 0.2877 0.2905 0.2905 0.8858 0.8887 0.9283 27 0.2845 0.2845 0.2834 0.2834 0.8874 0.889 0.9269 28 0.292 0.292 0.2798 0.2798 0.883 0.8899 0.9279 29 0.2883 0.2883 0.2885 0.2885 0.8855 0.887 0.9267 30 0.2892 0.2892 0.2752 0.2752 0.8848 0.894 0.9298 31 0.2909 0.2909 0.2847 0.2847 0.8835 0.8879 0.9268