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epoch int64 1 38 | lr float64 0 0 | tr_loss float64 0.02 0.29 | tr_dice float64 0.81 0.93 | tr_dice_lung float64 0.86 0.93 | tr_iou float64 0.75 0.9 | vl_loss float64 0.09 0.2 | vl_dice float64 0.88 0.9 | vl_dice_lung float64 0.85 0.88 | vl_iou float64 0.84 0.87 | vl_sensitivity float64 0.93 0.95 | vl_specificity float64 0.99 0.99 |
|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 0.000036 | 0.289023 | 0.80713 | 0.861996 | 0.754838 | 0.204819 | 0.880266 | 0.853035 | 0.840423 | 0.93269 | 0.985806 |
2 | 0.000052 | 0.060197 | 0.889352 | 0.894202 | 0.848903 | 0.106994 | 0.894094 | 0.865847 | 0.858419 | 0.940174 | 0.986548 |
3 | 0.000068 | 0.037467 | 0.900728 | 0.902865 | 0.862907 | 0.095167 | 0.898838 | 0.868961 | 0.865667 | 0.937707 | 0.987379 |
4 | 0.000084 | 0.03563 | 0.905592 | 0.905705 | 0.868698 | 0.092378 | 0.901512 | 0.876832 | 0.868618 | 0.945524 | 0.987166 |
5 | 0.0001 | 0.034499 | 0.907798 | 0.908139 | 0.871516 | 0.091806 | 0.899595 | 0.874144 | 0.865982 | 0.940795 | 0.987399 |
6 | 0.000098 | 0.033478 | 0.909481 | 0.908987 | 0.873492 | 0.095576 | 0.900667 | 0.873709 | 0.86761 | 0.941481 | 0.987542 |
7 | 0.000091 | 0.032305 | 0.911395 | 0.910408 | 0.875777 | 0.09346 | 0.901199 | 0.873713 | 0.868069 | 0.942675 | 0.987484 |
8 | 0.00008 | 0.030792 | 0.913375 | 0.911398 | 0.877985 | 0.09404 | 0.901616 | 0.875149 | 0.868104 | 0.941391 | 0.987696 |
9 | 0.000066 | 0.029683 | 0.914791 | 0.913016 | 0.879611 | 0.095601 | 0.901841 | 0.876155 | 0.868247 | 0.945117 | 0.987375 |
10 | 0.000051 | 0.028149 | 0.915881 | 0.914171 | 0.881193 | 0.099284 | 0.90126 | 0.874658 | 0.868151 | 0.940576 | 0.9877 |
11 | 0.000035 | 0.026689 | 0.918359 | 0.916394 | 0.884171 | 0.100621 | 0.903853 | 0.877675 | 0.871466 | 0.946023 | 0.987537 |
12 | 0.000021 | 0.025725 | 0.919935 | 0.917436 | 0.886045 | 0.097648 | 0.902344 | 0.875554 | 0.868792 | 0.940196 | 0.988074 |
13 | 0.00001 | 0.024805 | 0.92067 | 0.918555 | 0.88725 | 0.09917 | 0.903612 | 0.876378 | 0.8708 | 0.941051 | 0.988004 |
14 | 0.000003 | 0.024258 | 0.92174 | 0.919397 | 0.888621 | 0.099902 | 0.902065 | 0.874951 | 0.86866 | 0.938354 | 0.988037 |
15 | 0.0001 | 0.023983 | 0.92265 | 0.919951 | 0.889667 | 0.100058 | 0.902949 | 0.876094 | 0.86972 | 0.940866 | 0.987921 |
17 | 0.000098 | 0.026811 | 0.917624 | 0.916136 | 0.883315 | 0.096358 | 0.904591 | 0.878939 | 0.872763 | 0.948774 | 0.987394 |
18 | 0.000095 | 0.026207 | 0.918245 | 0.917004 | 0.88411 | 0.100411 | 0.901865 | 0.876064 | 0.86888 | 0.943002 | 0.987583 |
19 | 0.000091 | 0.025742 | 0.918794 | 0.91762 | 0.884939 | 0.097506 | 0.901666 | 0.875499 | 0.867658 | 0.939475 | 0.987902 |
20 | 0.000086 | 0.02516 | 0.919434 | 0.918019 | 0.885904 | 0.104283 | 0.901308 | 0.87468 | 0.868245 | 0.938418 | 0.988021 |
21 | 0.00008 | 0.024447 | 0.920498 | 0.918849 | 0.887246 | 0.101185 | 0.90094 | 0.875173 | 0.867376 | 0.940392 | 0.988204 |
23 | 0.000066 | 0.023329 | 0.922255 | 0.921355 | 0.889596 | 0.10653 | 0.899655 | 0.87378 | 0.865695 | 0.937204 | 0.988084 |
24 | 0.000058 | 0.022923 | 0.923404 | 0.92191 | 0.890869 | 0.109645 | 0.901883 | 0.875642 | 0.868683 | 0.941007 | 0.988069 |
25 | 0.000051 | 0.022627 | 0.92378 | 0.92213 | 0.891488 | 0.107908 | 0.901955 | 0.876444 | 0.868263 | 0.940927 | 0.988026 |
26 | 0.000043 | 0.022271 | 0.924177 | 0.922747 | 0.892063 | 0.107631 | 0.903321 | 0.876506 | 0.870871 | 0.941126 | 0.987953 |
27 | 0.000035 | 0.021957 | 0.925289 | 0.923689 | 0.893403 | 0.110596 | 0.901964 | 0.877413 | 0.868635 | 0.945354 | 0.987692 |
29 | 0.000021 | 0.021295 | 0.926479 | 0.924692 | 0.8948 | 0.111849 | 0.902726 | 0.8767 | 0.869935 | 0.942339 | 0.987845 |
30 | 0.000015 | 0.02103 | 0.927025 | 0.92528 | 0.895615 | 0.108799 | 0.903663 | 0.879089 | 0.871324 | 0.945078 | 0.987889 |
31 | 0.00001 | 0.020881 | 0.927668 | 0.925567 | 0.896446 | 0.109892 | 0.901886 | 0.875889 | 0.868133 | 0.939831 | 0.988092 |
32 | 0.000006 | 0.020734 | 0.928364 | 0.926237 | 0.897207 | 0.113697 | 0.901662 | 0.875861 | 0.868513 | 0.941009 | 0.987939 |
33 | 0.000003 | 0.02059 | 0.928093 | 0.926282 | 0.896959 | 0.113284 | 0.901834 | 0.875849 | 0.868499 | 0.940526 | 0.988008 |
35 | 0.0001 | 0.02051 | 0.9288 | 0.926788 | 0.897758 | 0.11325 | 0.901348 | 0.875778 | 0.868156 | 0.940278 | 0.988046 |
36 | 0.0001 | 0.022536 | 0.924162 | 0.922849 | 0.891821 | 0.113415 | 0.897275 | 0.873265 | 0.863162 | 0.937185 | 0.987909 |
37 | 0.000099 | 0.022573 | 0.923754 | 0.922789 | 0.89146 | 0.114713 | 0.900128 | 0.874438 | 0.866606 | 0.937366 | 0.988065 |
38 | 0.000099 | 0.022392 | 0.924303 | 0.923072 | 0.892095 | 0.110551 | 0.901875 | 0.874743 | 0.868083 | 0.938083 | 0.988003 |
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