[
  {
    "epoch": 1,
    "lr": 3.6e-05,
    "tr_loss": 0.2890226770218835,
    "tr_dice": 0.8071304706714613,
    "tr_dice_lung": 0.8619960361927391,
    "tr_iou": 0.754838443627116,
    "vl_loss": 0.20481872797323233,
    "vl_dice": 0.8802664887382364,
    "vl_dice_lung": 0.8530346359615125,
    "vl_iou": 0.8404233841972456,
    "vl_sensitivity": 0.932689700878069,
    "vl_specificity": 0.985806087889721
  },
  {
    "epoch": 2,
    "lr": 5.2000000000000004e-05,
    "tr_loss": 0.06019716798512318,
    "tr_dice": 0.8893515395699417,
    "tr_dice_lung": 0.8942015075969811,
    "tr_iou": 0.8489025038888369,
    "vl_loss": 0.10699379487426733,
    "vl_dice": 0.8940944608365806,
    "vl_dice_lung": 0.8658470675087542,
    "vl_iou": 0.858418723505341,
    "vl_sensitivity": 0.9401739132186988,
    "vl_specificity": 0.9865478639631087
  },
  {
    "epoch": 3,
    "lr": 6.8e-05,
    "tr_loss": 0.037467324244894185,
    "tr_dice": 0.9007279323483574,
    "tr_dice_lung": 0.9028646560811809,
    "tr_iou": 0.8629066969208163,
    "vl_loss": 0.09516723109228778,
    "vl_dice": 0.8988383979556839,
    "vl_dice_lung": 0.8689609890682025,
    "vl_iou": 0.8656666921199893,
    "vl_sensitivity": 0.9377066772325944,
    "vl_specificity": 0.9873794041873801
  },
  {
    "epoch": 4,
    "lr": 8.400000000000001e-05,
    "tr_loss": 0.03562970693527355,
    "tr_dice": 0.9055915432293051,
    "tr_dice_lung": 0.9057051895049878,
    "tr_iou": 0.8686978133849143,
    "vl_loss": 0.09237753777853568,
    "vl_dice": 0.9015120978681823,
    "vl_dice_lung": 0.8768315470467595,
    "vl_iou": 0.8686180734322186,
    "vl_sensitivity": 0.9455236796678606,
    "vl_specificity": 0.9871664175599947
  },
  {
    "epoch": 5,
    "lr": 0.0001,
    "tr_loss": 0.03449915747705677,
    "tr_dice": 0.9077982953144028,
    "tr_dice_lung": 0.908138658249993,
    "tr_iou": 0.8715164023514153,
    "vl_loss": 0.0918056789876535,
    "vl_dice": 0.8995951383168866,
    "vl_dice_lung": 0.8741436798172639,
    "vl_iou": 0.8659822082677203,
    "vl_sensitivity": 0.9407948284547348,
    "vl_specificity": 0.9873987177356345
  },
  {
    "epoch": 6,
    "lr": 9.757729755661011e-05,
    "tr_loss": 0.033478424517905565,
    "tr_dice": 0.9094812135408411,
    "tr_dice_lung": 0.908986558875985,
    "tr_iou": 0.8734923364992723,
    "vl_loss": 0.09557599710313057,
    "vl_dice": 0.9006671267088613,
    "vl_dice_lung": 0.8737089735723489,
    "vl_iou": 0.867609898951392,
    "vl_sensitivity": 0.9414806928846795,
    "vl_specificity": 0.9875422726356148
  },
  {
    "epoch": 7,
    "lr": 9.05463412215599e-05,
    "tr_loss": 0.03230528360636771,
    "tr_dice": 0.9113953761221849,
    "tr_dice_lung": 0.9104081942617716,
    "tr_iou": 0.8757766920054173,
    "vl_loss": 0.0934598107288568,
    "vl_dice": 0.9011993835229393,
    "vl_dice_lung": 0.8737131617340338,
    "vl_iou": 0.8680690828960921,
    "vl_sensitivity": 0.9426745424766371,
    "vl_specificity": 0.9874837444720431
  },
  {
    "epoch": 8,
    "lr": 7.959536998847742e-05,
    "tr_loss": 0.030792090525591023,
    "tr_dice": 0.9133754998183794,
    "tr_dice_lung": 0.9113980085130987,
    "tr_iou": 0.8779852718493507,
    "vl_loss": 0.09403973731598171,
    "vl_dice": 0.9016157540448456,
    "vl_dice_lung": 0.875148538831758,
    "vl_iou": 0.8681043127245093,
    "vl_sensitivity": 0.9413905277865057,
    "vl_specificity": 0.9876960279689283
  },
  {
    "epoch": 9,
    "lr": 6.57963412215599e-05,
    "tr_loss": 0.029682743718418864,
    "tr_dice": 0.9147908812658847,
    "tr_dice_lung": 0.9130156295226473,
    "tr_iou": 0.8796114656066324,
    "vl_loss": 0.09560107200818717,
    "vl_dice": 0.9018408347043504,
    "vl_dice_lung": 0.8761548766096601,
    "vl_iou": 0.8682470715092028,
    "vl_sensitivity": 0.9451170083957198,
    "vl_specificity": 0.9873754020152966
  },
  {
    "epoch": 10,
    "lr": 5.05e-05,
    "tr_loss": 0.028149448395988617,
    "tr_dice": 0.915880666577963,
    "tr_dice_lung": 0.9141709994251863,
    "tr_iou": 0.8811926051851791,
    "vl_loss": 0.09928431204692273,
    "vl_dice": 0.9012601306995118,
    "vl_dice_lung": 0.8746575600663433,
    "vl_iou": 0.8681511050251242,
    "vl_sensitivity": 0.9405762464990761,
    "vl_specificity": 0.9876998401789658
  },
  {
    "epoch": 11,
    "lr": 3.5203658778440106e-05,
    "tr_loss": 0.026689252635949224,
    "tr_dice": 0.9183587715787025,
    "tr_dice_lung": 0.916394422638198,
    "tr_iou": 0.8841706318683332,
    "vl_loss": 0.1006206389993357,
    "vl_dice": 0.9038525578650807,
    "vl_dice_lung": 0.8776746642678772,
    "vl_iou": 0.8714657329829535,
    "vl_sensitivity": 0.94602314879628,
    "vl_specificity": 0.9875372740621894
  },
  {
    "epoch": 12,
    "lr": 2.1404630011522586e-05,
    "tr_loss": 0.02572487405938429,
    "tr_dice": 0.9199349978390207,
    "tr_dice_lung": 0.9174357965555159,
    "tr_iou": 0.8860446096931115,
    "vl_loss": 0.09764786454503342,
    "vl_dice": 0.9023438063451703,
    "vl_dice_lung": 0.8755539798854393,
    "vl_iou": 0.868791707849143,
    "vl_sensitivity": 0.9401958881914995,
    "vl_specificity": 0.9880739284343407
  },
  {
    "epoch": 13,
    "lr": 1.0453658778440109e-05,
    "tr_loss": 0.02480480015195728,
    "tr_dice": 0.9206695505132501,
    "tr_dice_lung": 0.9185546337945668,
    "tr_iou": 0.887250068465245,
    "vl_loss": 0.09917001582122784,
    "vl_dice": 0.9036121405699276,
    "vl_dice_lung": 0.8763778577929888,
    "vl_iou": 0.8708001822736336,
    "vl_sensitivity": 0.9410514884491988,
    "vl_specificity": 0.9880035296193533
  },
  {
    "epoch": 14,
    "lr": 3.4227024433899e-06,
    "tr_loss": 0.024258440132555657,
    "tr_dice": 0.9217397549505636,
    "tr_dice_lung": 0.9193971932034589,
    "tr_iou": 0.8886211889145843,
    "vl_loss": 0.09990239228627154,
    "vl_dice": 0.9020654064189695,
    "vl_dice_lung": 0.8749505654561432,
    "vl_iou": 0.8686602446123777,
    "vl_sensitivity": 0.9383543144833959,
    "vl_specificity": 0.9880367663595965
  },
  {
    "epoch": 15,
    "lr": 0.0001,
    "tr_loss": 0.023982552750598532,
    "tr_dice": 0.922649937098559,
    "tr_dice_lung": 0.9199510718262873,
    "tr_iou": 0.8896671702308505,
    "vl_loss": 0.1000580686136203,
    "vl_dice": 0.9029485668652686,
    "vl_dice_lung": 0.87609404874769,
    "vl_iou": 0.8697199526649734,
    "vl_sensitivity": 0.9408655857603638,
    "vl_specificity": 0.9879211049676829
  },
  {
    "epoch": 17,
    "lr": 9.757729755661011e-05,
    "tr_loss": 0.026811491137266753,
    "tr_dice": 0.9176237115188208,
    "tr_dice_lung": 0.9161355265977226,
    "tr_iou": 0.8833146155303726,
    "vl_loss": 0.09635805000617667,
    "vl_dice": 0.9045907394227408,
    "vl_dice_lung": 0.8789389960512446,
    "vl_iou": 0.8727628139285974,
    "vl_sensitivity": 0.9487736650505406,
    "vl_specificity": 0.9873943737473466
  },
  {
    "epoch": 18,
    "lr": 9.460482294732421e-05,
    "tr_loss": 0.026207261150306083,
    "tr_dice": 0.9182452122403812,
    "tr_dice_lung": 0.9170040977208337,
    "tr_iou": 0.8841101808587621,
    "vl_loss": 0.1004111405299635,
    "vl_dice": 0.9018646552209552,
    "vl_dice_lung": 0.876063622690203,
    "vl_iou": 0.8688801234844957,
    "vl_sensitivity": 0.9430015405687354,
    "vl_specificity": 0.9875832041045415
  },
  {
    "epoch": 19,
    "lr": 9.05463412215599e-05,
    "tr_loss": 0.025741516023955024,
    "tr_dice": 0.9187937657528394,
    "tr_dice_lung": 0.9176201509682097,
    "tr_iou": 0.8849391726768605,
    "vl_loss": 0.09750619845988087,
    "vl_dice": 0.90166574857574,
    "vl_dice_lung": 0.8754986012089803,
    "vl_iou": 0.8676584618412746,
    "vl_sensitivity": 0.9394747287501637,
    "vl_specificity": 0.9879024464487142
  },
  {
    "epoch": 20,
    "lr": 8.55017856687341e-05,
    "tr_loss": 0.02516049172223569,
    "tr_dice": 0.9194341355263741,
    "tr_dice_lung": 0.9180185761865123,
    "tr_iou": 0.8859038698377006,
    "vl_loss": 0.10428291360463186,
    "vl_dice": 0.9013080680598669,
    "vl_dice_lung": 0.8746799064814149,
    "vl_iou": 0.8682451586527893,
    "vl_sensitivity": 0.9384183402482894,
    "vl_specificity": 0.9880205551842464
  },
  {
    "epoch": 21,
    "lr": 7.959536998847742e-05,
    "tr_loss": 0.024446558196397614,
    "tr_dice": 0.9204979282963927,
    "tr_dice_lung": 0.9188486642144365,
    "tr_iou": 0.8872460911108908,
    "vl_loss": 0.10118509959443382,
    "vl_dice": 0.9009397656230854,
    "vl_dice_lung": 0.8751734114426098,
    "vl_iou": 0.8673756930624027,
    "vl_sensitivity": 0.940392066353473,
    "vl_specificity": 0.9882037934976257
  },
  {
    "epoch": 23,
    "lr": 6.57963412215599e-05,
    "tr_loss": 0.023328819776685442,
    "tr_dice": 0.9222545185821028,
    "tr_dice_lung": 0.9213552093091567,
    "tr_iou": 0.8895963440260812,
    "vl_loss": 0.1065299813097812,
    "vl_dice": 0.8996553828735655,
    "vl_dice_lung": 0.8737803606220942,
    "vl_iou": 0.8656945419870345,
    "vl_sensitivity": 0.937203994428341,
    "vl_specificity": 0.9880844924915387
  },
  {
    "epoch": 24,
    "lr": 5.8243506019491436e-05,
    "tr_loss": 0.022922501446256727,
    "tr_dice": 0.9234035863793039,
    "tr_dice_lung": 0.9219099467366889,
    "tr_iou": 0.8908685827613857,
    "vl_loss": 0.10964488753862957,
    "vl_dice": 0.9018832527160879,
    "vl_dice_lung": 0.8756415543619128,
    "vl_iou": 0.8686834986089995,
    "vl_sensitivity": 0.9410067861658385,
    "vl_specificity": 0.9880688069651983
  },
  {
    "epoch": 25,
    "lr": 5.05e-05,
    "tr_loss": 0.022627231149265323,
    "tr_dice": 0.9237796342882963,
    "tr_dice_lung": 0.922130025884273,
    "tr_iou": 0.8914883194828158,
    "vl_loss": 0.10790808390216672,
    "vl_dice": 0.901954835328185,
    "vl_dice_lung": 0.8764437176128013,
    "vl_iou": 0.8682627204464968,
    "vl_sensitivity": 0.9409265902759623,
    "vl_specificity": 0.9880257678369474
  },
  {
    "epoch": 26,
    "lr": 4.2756493980508586e-05,
    "tr_loss": 0.022271168068634634,
    "tr_dice": 0.9241771571427272,
    "tr_dice_lung": 0.9227474069581972,
    "tr_iou": 0.8920633768487404,
    "vl_loss": 0.10763079374813476,
    "vl_dice": 0.9033208888396222,
    "vl_dice_lung": 0.8765062821572674,
    "vl_iou": 0.870871035934715,
    "vl_sensitivity": 0.941125834260246,
    "vl_specificity": 0.9879527941634865
  },
  {
    "epoch": 27,
    "lr": 3.5203658778440106e-05,
    "tr_loss": 0.0219567382622229,
    "tr_dice": 0.9252889467450625,
    "tr_dice_lung": 0.9236889306389029,
    "tr_iou": 0.8934032529403186,
    "vl_loss": 0.11059625270039443,
    "vl_dice": 0.9019637088634331,
    "vl_dice_lung": 0.8774126675823202,
    "vl_iou": 0.8686353144106985,
    "vl_sensitivity": 0.9453543655058158,
    "vl_specificity": 0.9876916064768363
  },
  {
    "epoch": 29,
    "lr": 2.1404630011522586e-05,
    "tr_loss": 0.02129484751952258,
    "tr_dice": 0.9264786651717173,
    "tr_dice_lung": 0.9246917452735574,
    "tr_iou": 0.8948001763678987,
    "vl_loss": 0.11184921504543809,
    "vl_dice": 0.9027263925324911,
    "vl_dice_lung": 0.8767004000896889,
    "vl_iou": 0.8699345551144723,
    "vl_sensitivity": 0.942339280319878,
    "vl_specificity": 0.9878453033158747
  },
  {
    "epoch": 30,
    "lr": 1.54982143312659e-05,
    "tr_loss": 0.021029616388410846,
    "tr_dice": 0.9270250491842471,
    "tr_dice_lung": 0.9252795222729043,
    "tr_iou": 0.8956146523389849,
    "vl_loss": 0.10879924797922118,
    "vl_dice": 0.9036631605942655,
    "vl_dice_lung": 0.8790890605860451,
    "vl_iou": 0.8713241790047384,
    "vl_sensitivity": 0.9450778512933883,
    "vl_specificity": 0.9878893906775246
  },
  {
    "epoch": 31,
    "lr": 1.0453658778440109e-05,
    "tr_loss": 0.020881256431682933,
    "tr_dice": 0.9276684733171723,
    "tr_dice_lung": 0.9255670945261715,
    "tr_iou": 0.896445917742402,
    "vl_loss": 0.1098922609404318,
    "vl_dice": 0.9018855756830343,
    "vl_dice_lung": 0.875888662011368,
    "vl_iou": 0.8681328721924102,
    "vl_sensitivity": 0.9398307666182675,
    "vl_specificity": 0.9880919105160965
  },
  {
    "epoch": 32,
    "lr": 6.395177052675795e-06,
    "tr_loss": 0.02073402933133223,
    "tr_dice": 0.9283640483068512,
    "tr_dice_lung": 0.9262367442740275,
    "tr_iou": 0.8972073097021412,
    "vl_loss": 0.1136969224544278,
    "vl_dice": 0.9016617650877163,
    "vl_dice_lung": 0.8758610494002007,
    "vl_iou": 0.8685134631225271,
    "vl_sensitivity": 0.941008578147061,
    "vl_specificity": 0.9879389176070246
  },
  {
    "epoch": 33,
    "lr": 3.4227024433899e-06,
    "tr_loss": 0.02059031568794067,
    "tr_dice": 0.9280927830469002,
    "tr_dice_lung": 0.9262817924165673,
    "tr_iou": 0.8969587224949102,
    "vl_loss": 0.11328443790329329,
    "vl_dice": 0.9018342010072484,
    "vl_dice_lung": 0.8758489927204244,
    "vl_iou": 0.8684985413015575,
    "vl_sensitivity": 0.9405256677580108,
    "vl_specificity": 0.98800816954337
  },
  {
    "epoch": 35,
    "lr": 0.0001,
    "tr_loss": 0.020509541466775083,
    "tr_dice": 0.9287996756411276,
    "tr_dice_lung": 0.9267879732354072,
    "tr_iou": 0.8977580473372665,
    "vl_loss": 0.11324997757104865,
    "vl_dice": 0.9013478307772033,
    "vl_dice_lung": 0.875777585745047,
    "vl_iou": 0.8681563159393604,
    "vl_sensitivity": 0.9402777695781451,
    "vl_specificity": 0.9880460367916949
  },
  {
    "epoch": 36,
    "lr": 9.984740801978984e-05,
    "tr_loss": 0.022536247125837218,
    "tr_dice": 0.9241622471778204,
    "tr_dice_lung": 0.9228492807290657,
    "tr_iou": 0.8918208116428824,
    "vl_loss": 0.11341457599642146,
    "vl_dice": 0.8972747575050082,
    "vl_dice_lung": 0.8732648028099951,
    "vl_iou": 0.8631619221555624,
    "vl_sensitivity": 0.9371846492845173,
    "vl_specificity": 0.9879094126860538
  },
  {
    "epoch": 37,
    "lr": 9.939057285945933e-05,
    "tr_loss": 0.022573196206061567,
    "tr_dice": 0.9237540198492807,
    "tr_dice_lung": 0.9227889694540757,
    "tr_iou": 0.8914600605387324,
    "vl_loss": 0.11471256965649176,
    "vl_dice": 0.9001278725830406,
    "vl_dice_lung": 0.8744377955475056,
    "vl_iou": 0.8666055170830427,
    "vl_sensitivity": 0.9373658992794542,
    "vl_specificity": 0.988065186760287
  },
  {
    "epoch": 38,
    "lr": 9.8632311059685e-05,
    "tr_loss": 0.02239183635730714,
    "tr_dice": 0.9243026461357582,
    "tr_dice_lung": 0.923072467197529,
    "tr_iou": 0.8920952778348563,
    "vl_loss": 0.11055130835958436,
    "vl_dice": 0.9018749080498578,
    "vl_dice_lung": 0.8747433902233441,
    "vl_iou": 0.8680833863174414,
    "vl_sensitivity": 0.9380833614284633,
    "vl_specificity": 0.9880025030603707
  }
]