| ,epoch,train_loss,train_acc,f1-train | |
| 0,0.0,0.04047167021781206,0.8518483943241225,0.8490600800773057 | |
| 1,1.0,0.029603488743305206,0.8820014936519791,0.8803771157969523 | |
| 2,2.0,0.02603837661445141,0.8948842419716206,0.8936443757427319 | |
| 3,3.0,0.01947237877175212,0.9059932785660941,0.9051328374102349 | |
| 4,4.0,0.03280692221596837,0.9218633308439134,0.9213531094844358 | |
| 5,5.0,0.024078593822196126,0.9342793129200896,0.9339728779314427 | |
| 6,6.0,0.011725030839443207,0.9459484690067215,0.9457755636528535 | |
| 7,7.0,0.013293471303768456,0.9630787901418969,0.96301580686001 | |
| 8,8.0,0.00870111508993432,0.9686333084391336,0.9685969989927036 | |
| 9,9.0,0.005218770995270461,0.9741411501120238,0.9741191885059944 | |
| 10,10.0,0.012289057951420546,0.9795089619118745,0.9795020712332417 | |
| 11,11.0,0.007102736388333142,0.9824962658700522,0.9824931088289095 | |
| 12,12.0,0.006839269946794957,0.984690067214339,0.9846888155144615 | |
| 13,13.0,0.008392440620809793,0.9868371919342793,0.986834006599816 | |
| 14,14.0,0.010259560527629219,0.9875840179238238,0.9875834370936387 | |