epoch,train_loss,val_acc,val_auc,val_score,lr
0,1.0639675855636597,0.3,0.3261648745519713,0.16738866653636775,0.0
1,0.7906926274299622,0.275,0.37275985663082434,0.21831853779572438,7.39441178203743e-08
2,0.9115864038467407,0.35,0.4802867383512545,0.30112236649490437,1.478882356407486e-07
3,0.6448042392730713,0.675,0.6272401433691757,0.42734192634138984,2.2183235346112292e-07
4,0.6287508010864258,0.775,0.6738351254480287,0.4856485572060922,2.957764712814972e-07
5,0.5496615767478943,0.775,0.6738351254480287,0.4856485572060922,3.697205891018715e-07
6,0.5109244585037231,0.775,0.7096774193548387,0.3820990458882327,3.6927027871539135e-07
7,0.558362603187561,0.7,0.7060931899641577,0.38844535824631915,3.679215414228887e-07
8,0.7030777931213379,0.7,0.6989247311827957,0.5487099000422984,3.6568094813687817e-07
9,0.48274046182632446,0.5,0.7060931899641577,0.46774561690641736,3.625594148026254e-07
10,0.5737808346748352,0.45,0.7060931899641577,0.43718781316143707,3.585721492167595e-07
11,0.7070144414901733,0.45,0.7060931899641577,0.43718781316143707,3.537385769364163e-07
12,0.7299017906188965,0.55,0.7275985663082437,0.47581326344223984,3.480822466398767e-07
13,0.574883222579956,0.725,0.7455197132616488,0.5837384718927753,3.4163071539977294e-07
14,0.5160149931907654,0.725,0.7562724014336918,0.47022713568740326,3.344154144278013e-07
15,0.5480642318725586,0.8,0.7706093189964157,0.5424262491103766,3.2647149594501757e-07
16,0.6683022975921631,0.825,0.7813620071684588,0.5731287481249294,3.178376619237501e-07
17,0.6420748829841614,0.8,0.7921146953405018,0.5495947078917386,3.0855597553548053e-07
18,0.6943216919898987,0.775,0.7921146953405017,0.5637255363455206,2.986716562233006e-07
19,0.4880589246749878,0.775,0.7956989247311828,0.6427396490272378,2.88232859397331e-07
20,0.3831441402435303,0.65,0.7921146953405017,0.5936266972664387,2.7729044182640365e-07
21,0.6317847371101379,0.5,0.7956989247311828,0.4976141951620923,2.6589771386899607e-07
22,0.4736146926879883,0.45,0.7992831541218637,0.468251134547339,2.541101797505239e-07
23,0.4527874290943146,0.525,0.8100358422939067,0.5178867761296154,2.419852671523334e-07
24,0.5480691194534302,0.65,0.8243727598566307,0.6043793854384817,2.2958204742981102e-07
25,0.4869018793106079,0.675,0.8387096774193548,0.6123735886642384,2.1696094782267776e-07
26,0.4313433766365051,0.75,0.8458781362007168,0.6160309918749528,2.0418345705955085e-07
27,0.4774608910083771,0.8,0.8422939068100358,0.6606929510155316,1.9131182579103953e-07
28,0.5121029615402222,0.8,0.8422939068100358,0.6606929510155316,1.7840876331083206e-07
29,0.32458382844924927,0.8,0.8387096774193548,0.6594982078853046,1.655371320423207e-07
30,0.42480599880218506,0.8,0.8387096774193548,0.6594982078853046,1.5275964127919378e-07
31,0.44482940435409546,0.8,0.8387096774193548,0.6594982078853046,1.4013854167206046e-07
32,0.5201488733291626,0.8,0.8422939068100358,0.6606929510155316,1.2773532194953815e-07
33,0.3977617621421814,0.775,0.8351254480286738,0.6346077319299411,1.1561040935134761e-07
34,0.42279279232025146,0.75,0.8387096774193548,0.6136415056144989,1.0382287523287539e-07
35,0.5137747526168823,0.75,0.8351254480286738,0.6124467624842719,9.243014727546792e-08
36,0.42430582642555237,0.75,0.8351254480286738,0.6124467624842719,8.148772970454054e-08
37,0.44768694043159485,0.75,0.8279569892473118,0.6100572762238179,7.104893287857089e-08