# | epoch | train_loss | train_dice | train_jaccard | dice_score | jaccard_score |
---|---|---|---|---|---|---|
1 | 0 | 0.8395008487701416 | -0.85965294 | tensor(0.2867) | tensor(0.3207) | tensor(0.2486) |
2 | 1 | 0.7851073298454284 | -0.47559056 | tensor(0.4688) | tensor(0.3254) | tensor(0.2467) |
3 | 2 | 0.7333481473922729 | -0.38697508 | tensor(0.5245) | tensor(0.4927) | tensor(0.3921) |
4 | 3 | 0.6831272077560425 | -0.31789806 | tensor(0.5275) | tensor(0.4796) | tensor(nan) |
5 | 4 | 0.5967469100952149 | -0.28215054 | tensor(0.6183) | tensor(0.5077) | tensor(nan) |
6 | 5 | 0.5265279211997986 | -0.24453 | tensor(0.6345) | tensor(0.5403) | tensor(0.4528) |
7 | 6 | 0.44859713125228884 | -0.2258362 | tensor(0.6965) | tensor(0.4793) | tensor(nan) |
8 | 7 | 0.38295484590530393 | -0.20548905 | tensor(0.7044) | tensor(0.5473) | tensor(nan) |
9 | 8 | 0.33020151281356813 | -0.19444004 | tensor(0.7237) | tensor(0.5087) | tensor(nan) |
10 | 9 | 0.28301760435104373 | -0.18118209 | tensor(0.7287) | tensor(0.5633) | tensor(nan) |
11 | 10 | 0.2553278064727783 | -0.17179355 | tensor(0.7393) | tensor(0.5190) | tensor(nan) |
12 | 11 | 0.22362949419021608 | -0.1688661 | tensor(0.7502) | tensor(0.5172) | tensor(nan) |
13 | 12 | 0.20921912670135498 | -0.1643432 | tensor(0.7597) | tensor(0.4999) | tensor(nan) |
14 | 13 | 0.19409466314315796 | -0.1596474 | tensor(0.7620) | tensor(0.5458) | tensor(nan) |
15 | 14 | 0.17870934820175172 | -0.16000487 | tensor(0.7721) | tensor(0.5370) | tensor(nan) |
16 | 15 | 0.16534146547317505 | -0.15440528 | tensor(0.7737) | tensor(0.5069) | tensor(nan) |
17 | 16 | 0.17167113828659059 | -0.15159045 | tensor(0.7646) | tensor(0.5316) | tensor(nan) |
18 | 17 | 0.1583272442817688 | -0.15224938 | tensor(0.7758) | tensor(0.5316) | tensor(nan) |
19 | 18 | 0.1637869563102722 | -0.1492791 | tensor(0.7619) | tensor(0.5897) | tensor(nan) |
20 | 19 | 0.14642313718795777 | -0.14787896 | tensor(0.7759) | tensor(0.5502) | tensor(nan) |
21 | 20 | 0.14138494968414306 | -0.1460664 | tensor(0.7802) | tensor(0.5258) | tensor(nan) |
22 | 21 | 0.13782876443862915 | -0.14561822 | tensor(0.7803) | tensor(0.5790) | tensor(nan) |
23 | 22 | 0.1426486358642578 | -0.14063062 | tensor(0.7726) | tensor(0.5439) | tensor(nan) |
24 | 23 | 0.14320292901992798 | -0.13975821 | tensor(0.7696) | tensor(0.5909) | tensor(nan) |
25 | 24 | 0.1358325490951538 | -0.14334027 | tensor(0.7850) | tensor(0.5118) | tensor(nan) |
26 | 25 | 0.1440613808631897 | -0.13897021 | tensor(0.7727) | tensor(0.5090) | tensor(nan) |
27 | 26 | 0.1385443525314331 | -0.13723566 | tensor(0.7737) | tensor(0.5264) | tensor(nan) |
28 | 27 | 0.12445961189270019 | -0.1337108 | tensor(0.7933) | tensor(0.5401) | tensor(nan) |
29 | 28 | 0.11611422491073609 | -0.13379483 | tensor(0.8084) | tensor(0.5646) | tensor(nan) |
30 | 29 | 0.12590873289108276 | -0.12936318 | tensor(0.7935) | tensor(0.5198) | tensor(nan) |
31 | 30 | 0.13022417211532591 | -0.12408691 | tensor(0.7799) | tensor(0.5397) | tensor(nan) |
32 | 31 | 0.12468928098678589 | -0.124325775 | tensor(0.7929) | tensor(0.5393) | tensor(nan) |
33 | 32 | 0.11598977994918823 | -0.12491445 | tensor(0.7966) | tensor(0.5248) | tensor(nan) |
34 | 33 | 0.11568081855773926 | -0.12295189 | tensor(nan) | tensor(0.5397) | tensor(nan) |
35 | 34 | 0.11472312355041504 | -0.12492661 | tensor(0.8054) | tensor(0.5152) | tensor(nan) |
36 | 35 | 0.11744928073883057 | -0.124324694 | tensor(0.8015) | tensor(0.5265) | tensor(nan) |
37 | 36 | 0.10981095647811889 | -0.12394306 | tensor(0.8120) | tensor(0.5209) | tensor(nan) |
38 | 37 | 0.12253737640380859 | -0.11872107 | tensor(0.7927) | tensor(0.5424) | tensor(nan) |
39 | 38 | 0.10573611879348754 | -0.11970564 | tensor(0.8084) | tensor(0.5299) | tensor(nan) |
40 | 39 | 0.10883857154846191 | -0.11951385 | tensor(0.8118) | tensor(0.5826) | tensor(nan) |
41 | 40 | 0.1180907850265503 | -0.11209054 | tensor(0.7902) | tensor(0.5186) | tensor(nan) |
42 | 41 | 0.12043192863464355 | -0.11135433 | tensor(0.7865) | tensor(0.4241) | tensor(nan) |
43 | 42 | 0.11047341918945312 | -0.11580649 | tensor(0.8077) | tensor(0.5821) | tensor(nan) |
44 | 43 | 0.10485198974609375 | -0.113946065 | tensor(nan) | tensor(0.6002) | tensor(nan) |
45 | 44 | 0.11093326091766358 | -0.114163294 | tensor(0.8093) | tensor(0.5159) | tensor(nan) |
46 | 45 | 0.11521493196487427 | -0.11122295 | tensor(0.7947) | tensor(0.5867) | tensor(nan) |
47 | 46 | 0.12079109048843384 | -0.10895595 | tensor(0.7859) | tensor(0.5935) | tensor(nan) |
48 | 47 | 0.10685955762863159 | -0.11343175 | tensor(0.8093) | tensor(0.5279) | tensor(nan) |
49 | 48 | 0.10650016593933105 | -0.11303938 | tensor(0.8068) | tensor(0.5744) | tensor(nan) |
50 | 49 | 0.11919551658630372 | -0.10826835 | tensor(0.7885) | tensor(0.5369) | tensor(nan) |