epoch norm_tc_tloss tot_tloss gw_tloss norm_tc_vloss tot_vloss gw_vloss train_acc valid_acc roc_auc 0 0.3684 1.0121 0.6437 0.3278 0.9346 0.6068 0.6105 0.6507 0.7065 1 0.305 0.89 0.585 0.2943 0.866 0.5717 0.6728 0.6833 0.7444 2 0.2852 0.8486 0.5634 0.2824 0.8415 0.5591 0.6914 0.6957 0.7574 3 0.2766 0.8324 0.5558 0.2753 0.8314 0.5561 0.6972 0.6982 0.7596 4 0.2723 0.825 0.5527 0.274 0.828 0.554 0.7002 0.7005 0.7627 5 0.266 0.813 0.547 0.2687 0.8168 0.5481 0.7042 0.7016 0.7729 6 0.2578 0.7941 0.5363 0.2556 0.8111 0.5555 0.7128 0.6982 0.7806 7 0.2529 0.7838 0.5308 0.2636 0.7934 0.5298 0.7181 0.7149 0.7842 8 0.2503 0.778 0.5277 0.2516 0.7782 0.5266 0.7193 0.7202 0.7877 9 0.2484 0.7742 0.5259 0.247 0.7719 0.525 0.7209 0.7212 0.7873 10 0.2497 0.7753 0.5256 0.2572 0.819 0.5617 0.7223 0.6999 0.7863 11 0.2451 0.7677 0.5226 0.2494 0.7738 0.5245 0.7235 0.7233 0.7903 12 0.2432 0.7631 0.5199 0.2444 0.7634 0.519 0.7256 0.7257 0.7929 13 0.2421 0.7593 0.5172 0.2422 0.7613 0.5192 0.7274 0.7265 0.7923 14 0.2407 0.7563 0.5156 0.2397 0.7567 0.5169 0.7289 0.7262 0.794 15 0.2445 0.7639 0.5195 0.2785 0.8651 0.5866 0.7262 0.7008 0.7926 16 0.2456 0.7674 0.5218 0.2839 0.8131 0.5292 0.7252 0.7175 0.7872 17 0.2432 0.7622 0.5191 0.2551 0.7769 0.5218 0.7267 0.725 0.7918 18 0.239 0.7545 0.5155 0.2429 0.7603 0.5174 0.729 0.7273 0.7936 19 0.238 0.7504 0.5125 0.2377 0.7517 0.514 0.7306 0.7302 0.7958