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epoch int64 1 43 | lr float64 0 0 | tr_loss float64 0.02 0.28 | tr_dice float64 0.81 0.92 | tr_dice_lung float64 0.87 0.92 | tr_iou float64 0.75 0.89 | vl_loss float64 0.09 0.2 | vl_dice float64 0.82 0.91 | vl_dice_lung float64 0.85 0.88 | vl_iou float64 0.78 0.87 | vl_sensitivity float64 0.93 0.95 | vl_specificity float64 0.98 0.99 |
|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0.000036 | 0.275543 | 0.806053 | 0.865311 | 0.75418 | 0.201299 | 0.820652 | 0.852645 | 0.777722 | 0.935973 | 0.984926 |
2 | 0.000052 | 0.059139 | 0.880609 | 0.892495 | 0.839331 | 0.106735 | 0.893508 | 0.862486 | 0.85787 | 0.933678 | 0.986443 |
3 | 0.000068 | 0.03922 | 0.898454 | 0.899755 | 0.859387 | 0.09272 | 0.897786 | 0.868929 | 0.863994 | 0.930991 | 0.98803 |
4 | 0.000084 | 0.037502 | 0.904862 | 0.903781 | 0.866629 | 0.09251 | 0.898958 | 0.872291 | 0.865024 | 0.935371 | 0.987792 |
5 | 0.0001 | 0.036797 | 0.905962 | 0.905201 | 0.868206 | 0.095448 | 0.898342 | 0.870495 | 0.863803 | 0.930322 | 0.988373 |
7 | 0.000091 | 0.035433 | 0.909055 | 0.907306 | 0.871869 | 0.09416 | 0.900047 | 0.873585 | 0.866293 | 0.940184 | 0.987549 |
8 | 0.00008 | 0.034284 | 0.910329 | 0.908204 | 0.873415 | 0.094853 | 0.90404 | 0.877336 | 0.870845 | 0.94307 | 0.987668 |
9 | 0.000066 | 0.033246 | 0.911369 | 0.909131 | 0.874514 | 0.099129 | 0.902964 | 0.879251 | 0.870124 | 0.945318 | 0.987804 |
10 | 0.000051 | 0.031993 | 0.912824 | 0.910094 | 0.876246 | 0.094902 | 0.902993 | 0.879825 | 0.870033 | 0.946495 | 0.987594 |
11 | 0.000035 | 0.030576 | 0.914596 | 0.911532 | 0.878287 | 0.09928 | 0.9023 | 0.876783 | 0.868379 | 0.940451 | 0.987863 |
13 | 0.00001 | 0.028617 | 0.916501 | 0.913394 | 0.880786 | 0.097725 | 0.903879 | 0.877487 | 0.870811 | 0.940788 | 0.987953 |
14 | 0.000003 | 0.028043 | 0.917471 | 0.914318 | 0.882027 | 0.099917 | 0.903973 | 0.87796 | 0.870829 | 0.942681 | 0.987834 |
15 | 0.0001 | 0.027507 | 0.91805 | 0.914571 | 0.882779 | 0.099091 | 0.90299 | 0.876675 | 0.869464 | 0.940026 | 0.987992 |
16 | 0.000099 | 0.030974 | 0.912907 | 0.910352 | 0.8764 | 0.098216 | 0.903876 | 0.876749 | 0.871143 | 0.940624 | 0.987897 |
17 | 0.000098 | 0.030421 | 0.913275 | 0.911186 | 0.876872 | 0.098585 | 0.90207 | 0.878111 | 0.868472 | 0.941643 | 0.9877 |
19 | 0.000091 | 0.029069 | 0.915459 | 0.913142 | 0.879607 | 0.098328 | 0.903457 | 0.877358 | 0.870826 | 0.942271 | 0.987672 |
19 | 0.000086 | 0.028399 | 0.91607 | 0.913745 | 0.880334 | 0.097936 | 0.905213 | 0.879835 | 0.872192 | 0.943836 | 0.987966 |
20 | 0.00008 | 0.02781 | 0.916992 | 0.914302 | 0.88163 | 0.105449 | 0.898098 | 0.87267 | 0.863573 | 0.936303 | 0.98792 |
21 | 0.000073 | 0.027439 | 0.917853 | 0.915001 | 0.882634 | 0.100873 | 0.901529 | 0.875698 | 0.867574 | 0.94014 | 0.987791 |
22 | 0.000066 | 0.026995 | 0.918392 | 0.915611 | 0.88328 | 0.101145 | 0.904074 | 0.877823 | 0.871179 | 0.941316 | 0.987904 |
24 | 0.000051 | 0.025982 | 0.919782 | 0.9169 | 0.885126 | 0.102337 | 0.902471 | 0.877083 | 0.869449 | 0.940445 | 0.987979 |
25 | 0.000043 | 0.025502 | 0.920405 | 0.917731 | 0.885938 | 0.102199 | 0.904718 | 0.879505 | 0.872543 | 0.943322 | 0.988046 |
26 | 0.000035 | 0.02499 | 0.921117 | 0.91812 | 0.886853 | 0.105105 | 0.90431 | 0.879924 | 0.871756 | 0.944974 | 0.987843 |
27 | 0.000028 | 0.024902 | 0.921378 | 0.918421 | 0.887257 | 0.107722 | 0.902998 | 0.876362 | 0.86952 | 0.939647 | 0.987932 |
28 | 0.000021 | 0.024572 | 0.921833 | 0.91882 | 0.887903 | 0.109853 | 0.903569 | 0.878049 | 0.870627 | 0.941801 | 0.98784 |
29 | 0.000015 | 0.024246 | 0.922639 | 0.919688 | 0.888851 | 0.10694 | 0.904219 | 0.878112 | 0.871401 | 0.941807 | 0.987916 |
31 | 0.000006 | 0.023835 | 0.923206 | 0.92055 | 0.88958 | 0.109135 | 0.904249 | 0.878031 | 0.871646 | 0.940438 | 0.98808 |
32 | 0.000003 | 0.023634 | 0.923643 | 0.920765 | 0.890114 | 0.109774 | 0.904399 | 0.879087 | 0.871801 | 0.943616 | 0.987927 |
33 | 0.000002 | 0.023662 | 0.92386 | 0.920784 | 0.890228 | 0.10888 | 0.904984 | 0.878731 | 0.872482 | 0.942161 | 0.987992 |
34 | 0.0001 | 0.023581 | 0.924187 | 0.921061 | 0.890702 | 0.108711 | 0.904837 | 0.879068 | 0.872247 | 0.942446 | 0.987977 |
35 | 0.0001 | 0.025917 | 0.919398 | 0.916864 | 0.884846 | 0.105187 | 0.903889 | 0.877508 | 0.871058 | 0.94036 | 0.98802 |
36 | 0.000099 | 0.025848 | 0.919952 | 0.917433 | 0.885311 | 0.111185 | 0.89794 | 0.875062 | 0.863961 | 0.93862 | 0.98782 |
38 | 0.000098 | 0.025659 | 0.919897 | 0.917341 | 0.885261 | 0.109712 | 0.9031 | 0.877796 | 0.869916 | 0.942345 | 0.987879 |
39 | 0.000096 | 0.025369 | 0.92034 | 0.917874 | 0.885942 | 0.112564 | 0.896321 | 0.873556 | 0.862246 | 0.939621 | 0.987792 |
40 | 0.000095 | 0.025226 | 0.920216 | 0.917969 | 0.885907 | 0.108282 | 0.902269 | 0.876395 | 0.869348 | 0.940864 | 0.987928 |
41 | 0.000093 | 0.024823 | 0.921 | 0.918492 | 0.886842 | 0.110454 | 0.899724 | 0.873453 | 0.866619 | 0.937196 | 0.987852 |
42 | 0.000091 | 0.024716 | 0.921706 | 0.919374 | 0.887654 | 0.108524 | 0.902639 | 0.87731 | 0.869782 | 0.940771 | 0.988139 |
43 | 0.000088 | 0.02438 | 0.921479 | 0.918765 | 0.88762 | 0.110595 | 0.902569 | 0.87782 | 0.869462 | 0.941885 | 0.98799 |
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