mattaq's picture
Added model checkpoints, training logs and onnx-exported checkpoint
c282538
Cross-Entropy Loss,Dice Loss,Training Loss,Learning Rate,Dice Score,Epoch
0.6931996088136326,0.63664364408363,1.3298432501879605,0.0001,0.029339542508953147,1
0.44912097399885004,0.5851300561969931,1.0342510301958432,9.99753526902683e-05,0.2887093197140429,2
0.3081023652445186,0.5503122508525848,0.8584146188064055,9.990143508499217e-05,0.27431411627266145,3
0.2353260378268632,0.530740506269715,0.766066547144543,9.977832013192385e-05,0.283312293390433,4
0.19094160707159477,0.5135985192927447,0.7045401253483512,9.960612933065818e-05,0.33576350203818744,5
0.1610424772582271,0.5002628036520698,0.6613052798943087,9.938503261272713e-05,0.36172933545377517,6
0.1360356773842465,0.4903969859535044,0.6264326626604254,9.9115248173898e-05,0.3666525222361088,7
0.1185806007547812,0.4810095713897185,0.5995901755311273,9.879704225884044e-05,0.37671559469567406,8
0.10189981589263136,0.466776815327731,0.5686766302043741,9.843072889837513e-05,0.3516409306062592,9
0.0918604252351956,0.45881924575025385,0.550679668106816,9.801666959956331e-05,0.3165277826289336,10
0.08116417124190113,0.4455972977659919,0.5267614674839106,9.755527298894293e-05,0.392862047172255,11
0.0716631163588979,0.43193516677076166,0.5035982816056772,9.704699440926357e-05,0.37798380023903316,12
0.06356614362448454,0.4177102500742132,0.481276392259381,9.649233547011815e-05,0.4705512358082665,13
0.056357714093544266,0.3977339972149242,0.45409171147779986,9.589184355291485e-05,0.4687105727692445,14
0.05206451217897914,0.38730086386203766,0.43936537544835697,9.524611127067768e-05,0.37485959256688756,15
0.04086145669729872,0.3586124547503211,0.3994739130139351,9.455577588320898e-05,0.4544664728972647,16
0.03938789809630676,0.33182537149299274,0.37121326984329656,9.382151866819098e-05,0.35920046601030564,17
0.03341098773208531,0.29428849843415344,0.327699485827576,9.304406424884699e-05,0.47927411314513946,18
0.03133257465775718,0.27451561255888507,0.3058481873436408,9.222417987882565e-05,0.4371672694881757,19
0.03289148495109244,0.27282876724546606,0.30572025139223447,9.136267468501436e-05,0.45112212292022175,20
0.030513748484240336,0.26482121510939166,0.29533496499061584,9.046039886902862e-05,0.41690279212262893,21
0.030463921520012347,0.24589050357991998,0.2763544256714257,8.951824286816573e-05,0.4273485235042042,22
0.02932289274494079,0.24275320361961017,0.2720760960470546,8.853713647665068e-05,0.5161361551533142,23
0.02852467375553467,0.22458382899110968,0.2531085021116517,8.751804792804146e-05,0.4343356332845158,24
0.03032753112810579,0.22653369063680823,0.2568612213839184,8.646198293969951e-05,0.7355355984634824,25
0.028989376860078086,0.2428252019665458,0.2718145782974633,8.536998372026805e-05,0.5083950757980347,26
0.027157083227807147,0.20732896707274698,0.23448605090379715,8.4243127941138e-05,0.5105966428915659,27
0.027346143837679516,0.20172560756856744,0.22907175293022936,8.308252767291642e-05,0.44470541924238205,28
0.029915195043114098,0.2108509662476453,0.24076615985144267,8.188932828794705e-05,0.3899521289600266,29
0.027551938980733128,0.20120533488013528,0.2287572735751217,8.066470732996619e-05,0.44961363987790215,30
0.027123383214612575,0.19616216962987726,0.2232855543155562,7.940987335200905e-05,0.4735499603880776,31
0.027243245710534127,0.20028317245570096,0.22752642005004667,7.812606472371394e-05,0.4806942459609773,32
0.029101061751134694,0.21487828276374124,0.2439793460071087,7.681454840920088e-05,0.4296295791864395,33
0.02867597620934248,0.2022323256189173,0.2309083008969372,7.547661871673105e-05,0.5039255908793874,34
0.023319140912710944,0.1759837039492347,0.1993028460578485,7.411359602138067e-05,0.47153231501579285,35
0.025630036263133992,0.17785289612683383,0.20348293334245682,7.272682546199037e-05,0.3923770325879256,36
0.024966190674934875,0.17391039431095123,0.19887658598070795,7.131767561367538e-05,0.5006490432553821,37
0.02290644654369151,0.1747125576842915,0.19761900315907868,6.988753713720729e-05,0.4899929058220651,38
0.024747805997983298,0.17067093469879843,0.19541874138469045,6.843782140659968e-05,0.48452337251769173,39
0.027651994563215834,0.18854621730067514,0.21619821356778796,6.696995911625232e-05,0.5153975453641679,40
0.026621373656036503,0.18157172203063965,0.20819309641691772,6.548539886902863e-05,0.5048708518346151,41
0.026910227024927735,0.18122647838159042,0.20813670483502475,6.398560574665952e-05,0.5975520875718858,42
0.026657974844883112,0.18568191745064475,0.21233989315276797,6.247205986388449e-05,0.4936017683810658,43
0.025708238356111742,0.17910220406272195,0.20481044358827852,6.094625490775731e-05,0.5348705831501219,44
0.026529199676588178,0.174666396596215,0.2011955976486206,5.940969666355696e-05,0.5513924848702219,45
0.023801020727577536,0.16035628589716824,0.18415730480443349,5.786390152875954e-05,0.5174956230653657,46
0.024339269201101906,0.17320986092090607,0.19754913059825246,5.631039501653701e-05,0.48669881208075416,47
0.02330558852885257,0.16235213794491507,0.18565772541544653,5.475071025025979e-05,0.543330241408613,48
0.023830332602797585,0.17091986401514572,0.1947501962157813,5.318638645048921e-05,0.4981326965822114,49
0.023092526365706526,0.1588036594065753,0.1818961858410727,5.1618967415952515e-05,0.504262669218911,50
0.024845961259085347,0.17243528907949274,0.19728124937550587,5.0050000000000004e-05,0.5354113429784775,51
0.022493547971614382,0.15772452408617194,0.18021807277744467,4.848103258404749e-05,0.5487713557150629,52
0.024700659814036706,0.1702463599768552,0.19494701938872988,4.69136135495108e-05,0.5433360776967473,53
0.023851326825520533,0.15789724480022083,0.18174857104366476,4.5349289749740215e-05,0.5708439035548104,54
0.023634005623700268,0.1689554683186791,0.19258947331796994,4.378960498346301e-05,0.5406159046623442,55
0.023044922277966343,0.163957417011261,0.18700233956968243,4.223609847124047e-05,0.5283923513359494,56
0.0237509867451577,0.16813534633679825,0.19188633341003547,4.069030333644306e-05,0.5177489187982347,57
0.02750041781374338,0.17670809680765326,0.20420851465314627,3.9153745092242715e-05,0.5273482849200567,58
0.023360946162773125,0.16450392658060248,0.18786487305028873,3.7627940136115507e-05,0.6850241074959437,59
0.023462289954874326,0.15561405637047507,0.17907634716142307,3.6114394253340505e-05,0.641725985540284,60
0.023786595197055827,0.16734419627623123,0.19113079136745495,3.4614601130971394e-05,0.5378769354687797,61
0.022368619514798575,0.1526284475218166,0.1749970648776401,3.31300408837477e-05,0.5138246193528175,62
0.022942865362644872,0.15890613469210538,0.18184899928217585,3.166217859340035e-05,0.5467551127076149,63
0.022994573418558997,0.15470922128720718,0.17770379324528304,3.0212462862792702e-05,0.5403096576531728,64
0.023022365967997095,0.15680540962652725,0.1798277763141827,2.8782324386324622e-05,0.6114772723780738,65
0.021421688090247862,0.15380176089026712,0.1752234473824501,2.737317453800964e-05,0.5616803450716866,66
0.023496489918960087,0.158784419298172,0.1822809102860364,2.5986403978619313e-05,0.6428390890359879,67
0.02232148004589941,0.15967237136580728,0.1819938521154902,2.4623381283268953e-05,0.5710907388064597,68
0.02262226506453854,0.16093855825337497,0.1835608228363774,2.3285451590799106e-05,0.5367093582948049,69
0.02151256560517306,0.155843355438926,0.17735592038793999,2.1973935276286073e-05,0.5402365600069364,70
0.021438945180059156,0.15432030233469876,0.17575924674218352,2.069012664799097e-05,0.5373560405439801,71
0.021083997636610133,0.14908892729065634,0.17017292451452126,1.9435292670033817e-05,0.5633434669839011,72
0.022178488958161324,0.15038326382637024,0.17256175303323704,1.8210671712052947e-05,0.5434334973494211,73
0.022369187843816526,0.1561529446731914,0.17852213165976785,1.7017472327083596e-05,0.6038699133528603,74
0.019950913963839412,0.1514865363186056,0.17143745043060996,1.5856872058861997e-05,0.6369254390398661,75
0.022247710127637467,0.14748704704371365,0.16973475790159268,1.4730016279731955e-05,0.638378467824724,76
0.020421665214764125,0.1609970669854771,0.18141873223199087,1.3638017060300505e-05,0.5367068813906776,77
0.02279318947429684,0.15472406148910522,0.1775172505189072,1.2581952071958545e-05,0.5548470715681711,78
0.01997413020581007,0.14058129489421844,0.1605554253540256,1.1562863523349333e-05,0.5615055428610908,79
0.021776130475865848,0.14613218063657935,0.1679083104668693,1.0581757131834264e-05,0.5821681039200889,80
0.021046234464103527,0.15377998893911188,0.17482622391120953,9.639601130971381e-06,0.6828788850042555,81
0.020862465523268012,0.13518131592056967,0.15604378130625596,8.737325314985643e-06,0.7532565626833174,82
0.02076810560273853,0.13989068567752838,0.16065879149193113,7.87582012117436e-06,0.523684426314301,83
0.02363193198107183,0.16255905411460184,0.18619098615917293,7.055935751153009e-06,0.5640321887201734,84
0.020188220681368628,0.1398287280039354,0.1600169497118755,6.278481331809014e-06,0.6017870505650839,85
0.021605650799094954,0.14385971426963806,0.16546536490998484,5.544224116791029e-06,0.5994034591648314,86
0.019947182746942748,0.14262947169217197,0.16257665458727966,4.853888729322334e-06,0.5661986180477672,87
0.02007085143122822,0.1444613351063295,0.16453218764879488,4.208156447085153e-06,0.5390216600563791,88
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