Step: | Training Loss: | Validation Loss: | Precision: | Recall: | F1: | Accuracy: |
---|---|---|---|---|---|---|
100 | No log | 1.603663 | 0.395480 | 0.192837 | 0.259259 | 0.695220 |
200 | No log | 1.075776 | 0.638381 | 0.449036 | 0.527224 | 0.801603 |
300 | No log | 0.803760 | 0.648889 | 0.536272 | 0.587230 | 0.833103 |
400 | No log | 0.638516 | 0.736383 | 0.620753 | 0.673642 | 0.867090 |
500 | 1.200600 | 0.532104 | 0.785193 | 0.691460 | 0.735352 | 0.892235 |
600 | 1.200600 | 0.459440 | 0.746919 | 0.723600 | 0.735075 | 0.909091 |
700 | 1.200600 | 0.394753 | 0.766603 | 0.741965 | 0.754083 | 0.919038 |
800 | 1.200600 | 0.338639 | 0.814021 | 0.767677 | 0.790170 | 0.932302 |
900 | 1.200600 | 0.295805 | 0.815414 | 0.786961 | 0.800935 | 0.938104 |
1000 | 0.382900 | 0.277535 | 0.842207 | 0.798898 | 0.819981 | 0.938933 |
1100 | 0.382900 | 0.242293 | 0.846736 | 0.821855 | 0.834110 | 0.948328 |
1200 | 0.382900 | 0.224486 | 0.868297 | 0.847567 | 0.857807 | 0.955513 |
1300 | 0.382900 | 0.223093 | 0.875349 | 0.864096 | 0.869686 | 0.956342 |
1400 | 0.382900 | 0.189809 | 0.881151 | 0.871442 | 0.876270 | 0.962421 |
1500 | 0.184100 | 0.191570 | 0.885397 | 0.879706 | 0.882543 | 0.962973 |
1600 | 0.184100 | 0.178507 | 0.878591 | 0.870523 | 0.874539 | 0.962144 |
1700 | 0.184100 | 0.156512 | 0.897363 | 0.875115 | 0.886099 | 0.968223 |
1800 | 0.184100 | 0.155516 | 0.907735 | 0.894399 | 0.901018 | 0.968500 |
1900 | 0.184100 | 0.151979 | 0.914099 | 0.898990 | 0.906481 | 0.969881 |
2000 | 0.102600 | 0.149688 | 0.909851 | 0.898990 | 0.904388 | 0.969052 |
2100 | 0.102600 | 0.150848 | 0.910185 | 0.902663 | 0.906408 | 0.969329 |
2200 | 0.102600 | 0.145248 | 0.914099 | 0.898990 | 0.906481 | 0.969329 |
2300 | 0.102600 | 0.135254 | 0.907847 | 0.913682 | 0.910755 | 0.972644 |
2400 | 0.102600 | 0.139054 | 0.912118 | 0.905418 | 0.908756 | 0.970710 |
2500 | 0.071300 | 0.138957 | 0.913603 | 0.912764 | 0.913183 | 0.970710 |
2600 | 0.071300 | 0.138527 | 0.915441 | 0.914601 | 0.915021 | 0.972644 |
2700 | 0.071300 | 0.138344 | 0.916360 | 0.915519 | 0.915939 | 0.972921 |
2800 | 0.071300 | 0.133588 | 0.913321 | 0.919192 | 0.916247 | 0.973750 |
2900 | 0.071300 | 0.140994 | 0.914048 | 0.908173 | 0.911101 | 0.971815 |
3000 | 0.056600 | 0.140511 | 0.914443 | 0.912764 | 0.913603 | 0.971263 |