| epoch,lr,loss,iou,val_loss,val_iou,val_dice | |
| 0,0.001,2.479334903081258,0.6086794423856521,1.8735938879159781,0.6590123147083982,0.7690247555324102 | |
| 1,0.001,1.4524476493199667,0.74808245827879,1.6434309314305966,0.6926565612963743,0.7860449803378668 | |
| 2,0.001,1.2732669394810994,0.7611671472109929,1.396033607354531,0.7346452383369155,0.8198023563024042 | |
| 3,0.001,1.1493210740089417,0.7800814076165357,1.9507630512806085,0.6424783380912712,0.7406259358189615 | |
| 4,0.001,1.1774622462590536,0.7656817550435097,1.4007039853242726,0.749319527354678,0.8267090972829773 | |
| 5,0.001,1.0684887736638387,0.7966035549196078,1.6447925816132472,0.6668668207497888,0.7679131120178329 | |
| 6,0.001,1.0612861159642537,0.7967695940950841,1.3036145465190594,0.7630204609486042,0.8361215092870246 | |
| 7,0.001,1.0510274054209392,0.7948462819621742,1.156100559922365,0.7774965887434743,0.8528197851648034 | |
| 8,0.001,1.036206753730774,0.7958171278348656,1.1612007528084975,0.7705417153073183,0.8518214405238346 | |
| 9,0.001,0.953671250184377,0.8108257092158143,1.2609504873935993,0.7560788205512711,0.8363285077729793 | |
| 10,0.001,0.976130385239919,0.8112382430626807,1.1719239418781722,0.7595098654682201,0.8429870196104863 | |
| 11,0.001,0.940378459294637,0.8203608672819677,1.176759340258745,0.7796142411527772,0.8520700992514949 | |
| 12,0.001,0.9652074607213338,0.8112913486368442,1.238988412618637,0.7558777628880663,0.8396823976602483 | |
| 13,0.001,0.9233702343304951,0.821391743480558,1.4716830561023493,0.7113671132654951,0.7973182014465517 | |
| 14,0.001,0.9166637966632843,0.8215132391909206,1.1524955816910818,0.776532463709214,0.854406084058125 | |
| 15,0.001,0.9262040893236796,0.818787755043489,1.099259397479204,0.7916271792709203,0.862801089511667 | |
| 16,0.001,0.8955216935475667,0.8248623613275933,1.2115412448690488,0.7739091556997529,0.8510748878722176 | |
| 17,0.001,0.8966945006052653,0.8213939886934826,1.1286788598849222,0.7760984900034602,0.8550590172022026 | |
| 18,0.001,0.8702926239967346,0.8300867746156461,1.0828042254081138,0.7961335264914233,0.8667734321870095 | |
| 19,0.001,0.8833454604148865,0.8267226672187744,1.0699932272388384,0.7957328177816533,0.8663538024536084 | |
| 20,0.001,0.8802475953102111,0.8262407988330928,1.1663324991097817,0.7801624719276378,0.8507942835157511 | |
| 21,0.001,0.888201242129008,0.8228897988201955,1.0943032994637123,0.7901480961456921,0.8611898199213227 | |
| 22,0.001,0.8956452465057373,0.82078794909163,1.1725877963579618,0.7832649150475307,0.8545014107877175 | |
| 23,0.001,0.8500746167500813,0.834119919853086,1.134822911964013,0.7869098863540019,0.8561868887820905 | |
| 24,0.001,0.8432202639579773,0.8370598208845886,1.1099905780416268,0.7848598903952723,0.8604490902635112 | |
| 25,0.001,0.8447927536964417,0.8339245547993359,1.0808234577454054,0.7870584716959442,0.8602094385335922 | |
| 26,0.001,0.8721183543205261,0.8243695952668396,1.1345303535690674,0.781866699792954,0.8553026235059484 | |
| 27,0.001,0.8511125203768413,0.8323717259833737,1.2550421167336978,0.776530278198478,0.8482649823413693 | |
| 28,0.001,0.8404255307515462,0.8321287117478711,1.0687227954085057,0.7885196007584198,0.8645854432820281 | |
| 29,0.001,0.8422788041432698,0.8337689256458429,1.1334184266282963,0.7791552094186055,0.8563290170793604 | |
| 30,0.001,0.821776003519694,0.8372718216114399,1.057728084715513,0.7912559805613072,0.8651330330890967 | |
| 31,0.001,0.8166786158879598,0.8377865352212657,1.11817511008336,0.7843541197824448,0.8609312822023057 | |
| 32,0.001,0.8091212932268779,0.8358007650235068,1.2636060416927704,0.7734472738512511,0.8473035891565396 | |
| 33,0.001,0.8295848110516866,0.8379917863126632,1.1885567227922953,0.7677284916716491,0.8447739163066968 | |
| 34,0.001,0.8238810396194458,0.8354762845115953,1.0935564259611643,0.7887602802466226,0.8633699489617822 | |
| 35,0.001,0.8059159771601359,0.8408829746213714,1.1719722845462652,0.7722371753758519,0.8494419970751944 | |
| 36,0.001,0.7880300809542338,0.8474893353481177,1.0837655960367276,0.7796802270137421,0.8523482653912136 | |
| 37,0.001,0.8030412217775981,0.8395313549119214,1.000301724420144,0.799527613242941,0.869136954516142 | |
| 38,0.001,0.8117878410021464,0.837361751192758,1.0525388737137502,0.787658284259509,0.8628604166027855 | |
| 39,0.001,0.7942603015899659,0.8395221464632323,0.9805994573006264,0.8027962066295398,0.8725135160398528 | |
| 40,0.001,0.7812064728736877,0.8467650304078662,1.0463129442930221,0.7954698485285231,0.8661760627478483 | |
| 41,0.001,0.8014506238301595,0.8387006546691884,1.087870519734346,0.7834845583308241,0.8600513049406585 | |
| 42,0.001,0.7867721134821574,0.8410171148713208,1.1015362414946923,0.7872456695789989,0.8568182916948112 | |
| 43,0.001,0.8169005376497904,0.8375919987908066,1.1074580347308747,0.7817757340548944,0.8599760889528582 | |
| 44,0.001,0.7992456347147624,0.838779782139816,1.0838990792861352,0.7819818623035291,0.8592581312911283 | |
| 45,0.001,0.7889182729721069,0.8447422175056195,1.0204316969330494,0.798687855987504,0.8701847814653818 | |
| 46,0.001,0.7674162476857503,0.8486370738010586,0.9996195860550954,0.8022169717758442,0.8732484068697489 | |
| 47,0.001,0.7629030701319377,0.8495967092722367,0.9948779176290219,0.8035737651940119,0.8736596325218732 | |
| 48,0.001,0.7577301475207011,0.8552015141440158,0.9949886015286813,0.801131523330458,0.8727366936938061 | |
| 49,0.001,0.7638976791699728,0.8468483259105943,1.083232955107322,0.789271612485895,0.8610202901298467 | |
| 50,0.001,0.7938299713134765,0.8426410497010048,1.0637650676874013,0.7822317667266538,0.8561267569951028 | |
| 51,0.001,0.7721021596590678,0.847996835136163,1.193683230831073,0.7674579977605926,0.8503972634216638 | |
| 52,0.001,0.769229043006897,0.8485134546751695,1.0795056294019405,0.7860149874976003,0.8581573630087426 | |
| 53,0.001,0.7732411773999532,0.8468650371316299,1.0843071046013097,0.7794357292642128,0.8599137122227404 | |
| 54,0.001,0.7704447786013285,0.8491113455270215,1.164125202045991,0.7431725738769027,0.8364251450402211 | |
| 55,0.001,0.7768015077908834,0.8477194411280642,1.0192639626218722,0.7938024626830378,0.8691635594541027 | |
| 56,0.001,0.7546780705451965,0.8544172592713841,1.0886146294153654,0.7885649719878258,0.8595407238729542 | |
| 57,0.001,0.760099805355072,0.8471573597696315,1.1596398878097534,0.7876283765036107,0.858255340489537 | |
| 58,0.001,0.7832416025797526,0.8426933304992403,1.1677623250851263,0.7904656281619735,0.8603925564785104 | |
| 59,0.001,0.7623691846529643,0.8469980569820776,1.0652766105761895,0.789805809040814,0.8627099743330039 | |
| 60,0.001,0.7367638610204061,0.8563594124628697,1.0537591037612695,0.7914099967336705,0.8640256786378337 | |
| 61,0.001,0.734498344262441,0.8559501973367849,1.1528888074022072,0.7925359903097813,0.8623844484925512 | |
| 62,0.001,0.7301410452524821,0.8571676806449183,1.02627862068323,0.797780963175491,0.8699821131071855 | |
| 63,0.001,0.7302729793389638,0.8576724714598837,1.0440107257778828,0.7978115513305424,0.8685047289739025 | |
| 64,0.001,0.7672930048306783,0.8453391138356745,1.7285842613761242,0.707802742331932,0.8006039148147878 | |
| 65,0.001,0.7927853555679322,0.8437580243993759,1.0975747882861357,0.7851211038379675,0.8612329734156952 | |
| 66,0.001,0.7425690501530965,0.8544410249205389,1.0974697142839431,0.7940700110201593,0.8657704640659261 | |
| 67,0.001,0.7292688799699147,0.8539584613853974,1.0736757466197013,0.7933956585026938,0.8675566049124819 | |
| 68,0.001,0.7608615891933441,0.8507467382402875,1.130361637885754,0.7930328298597463,0.8637888818627177 | |
| 69,0.001,0.7233862036069234,0.8569225168085299,1.195267968934316,0.7895189889764729,0.8589022774873902 | |
| 70,0.001,0.7566849506696065,0.8484385755691157,1.0940184317414576,0.7975086200679549,0.8674055281427208 | |
| 71,0.001,0.731923901716868,0.854841553807071,1.045200300858571,0.798767892022373,0.8700395979534965 | |
| 72,0.001,0.7428734375635783,0.8515462607949504,1.0962277186833895,0.7884030215374676,0.8602632843311393 | |
| 73,0.001,0.7594796546300252,0.8479452031023214,1.0431159392228493,0.799692857356625,0.8692596896956901 | |
| 74,0.001,0.726124495824178,0.8556088336191869,1.0256145538733556,0.8034206089231828,0.8713427692570422 | |
| 75,0.001,0.7200486688613892,0.8585449778367504,1.1007889324197402,0.7980678667157636,0.8680943046608884 | |
| 76,0.001,0.7278619244893392,0.8556649632250058,1.0297988847585824,0.7938692633630103,0.8669407393716358 | |
| 77,0.001,0.7027061905860901,0.8592376732794792,1.0545492229094873,0.7948743824071067,0.8675467203723005 | |
| 78,0.001,0.7048173860708873,0.8618850024126914,1.0923015204759745,0.7879341881315018,0.8608315788400938 | |
| 79,0.001,0.7349934023221334,0.8554365080730274,1.0537116079834792,0.7977148508034637,0.8666994225156519 | |
| 80,0.001,0.7137874298095703,0.8604341218276911,1.1469645180152013,0.7873697540795167,0.8581887254748061 | |
| 81,0.001,0.7124360216458638,0.8596269854520723,1.0099742780052698,0.8019346219814562,0.8701172654204837 | |
| 82,0.001,0.7352299900054932,0.8571238739071381,1.0488123715840854,0.7851607267866699,0.8637336845456595 | |
| 83,0.001,0.7171372776031494,0.8586355125598925,0.9850869676470757,0.8018095391815989,0.8728543582447186 | |
| 84,0.001,0.7124928015073141,0.8559621210802574,1.0408448612460723,0.8003792276043927,0.8708791364018895 | |
| 85,0.001,0.7033854922453563,0.8601277406629987,1.0852565289231446,0.7955286927078569,0.8644441162905399 | |
| 86,0.001,0.7827886544863383,0.8456163731256024,1.1271526250930932,0.7788154226742952,0.8545782772906344 | |
| 87,0.001,0.7276386272907257,0.8582749693481408,1.1232670055215175,0.791911254623795,0.8626551645841277 | |
| 88,0.001,0.7067439956665039,0.8593810648378983,1.0694588775818163,0.7905665277749182,0.8636861628397541 | |
| 89,0.001,0.7075305364926656,0.8586139806380372,1.1391901222100624,0.7861062569369137,0.8558347575976774 | |
| 90,0.001,0.7082373765309652,0.8598274756608054,1.004165147795127,0.7949101815808038,0.8661718100589015 | |
| 91,0.001,0.7113829550743103,0.8578794098678245,1.0841264220842948,0.7936826203617614,0.8647024329869198 | |
| 92,0.001,0.7275585037867228,0.855254543608762,1.0204271292227964,0.7970083760213195,0.870095166774603 | |
| 93,0.001,0.6997153100967407,0.8647012178414694,1.091671949831339,0.7914878048573465,0.8638506038680439 | |
| 94,0.001,0.7077760384877523,0.8611895012766873,1.0696756820495312,0.7937433234714683,0.8654763606981448 | |
| 95,0.001,0.6982620797157287,0.8624594724019677,1.1458720832833877,0.7940261312569482,0.8654613568405786 | |
| 96,0.001,0.6932959033648173,0.8627317686697971,1.3050293166133073,0.7765120958370624,0.8527580853246916 | |
| 97,0.001,0.7147230156262716,0.8599794528991848,1.0713282476021693,0.7964817593335078,0.8683119246929059 | |
| 98,0.001,0.7066842476526897,0.8603355654373723,1.0118569599894376,0.7879212629844556,0.8665276984879051 | |
| 99,0.001,0.693568416595459,0.8623145747908033,1.069855393400559,0.7872515595051711,0.8633007037349748 | |
| 100,0.001,0.6889710869789124,0.8638029969064275,1.021347840841,0.8004308681566763,0.8717877761716103 | |
| 101,0.001,0.7104697351455689,0.8595095040353137,1.1140120528523738,0.7955438179160456,0.8675321226610082 | |
| 102,0.001,0.6838860611915588,0.8656595345454011,1.0305634191632271,0.7955821197780555,0.8688780693890347 | |
| 103,0.001,0.6982156329154968,0.8620837673049991,1.0384483180596278,0.7836228515278211,0.8628598612975347 | |
| 104,0.001,0.6807937431335449,0.8653533838227097,1.0581199239079768,0.7893278462645884,0.8641004829218633 | |
| 105,0.001,0.6979598587354024,0.8626016194990611,1.0695877648087648,0.7970820214984891,0.8677041610759546 | |
| 106,0.001,0.6966527109146118,0.8607425929688561,1.070975213578114,0.7917632540859715,0.8669931034983065 | |
| 107,0.001,0.7322253046035767,0.8529564467756575,1.1073562227762663,0.7915929308371743,0.8655085950394311 | |
| 108,0.001,0.7031417746543884,0.8578358463757715,1.091117381613988,0.7824839499232585,0.8613970798172657 | |
| 109,0.001,0.6753030338287354,0.8667475285756076,1.0458749068012605,0.8026487093843242,0.8718852777578688 | |
| 110,0.001,0.6749519699414571,0.8664043380388076,1.0370415521355776,0.7979856404433865,0.8697924828549349 | |
| 111,0.001,0.6856142212549845,0.864081952045062,1.0317382927812062,0.7988290410480251,0.8687490385780272 | |
| 112,0.001,0.7156119481722514,0.8556276540949096,1.0732141171510403,0.796440302556074,0.8678234681157453 | |
| 113,0.001,0.689434199333191,0.8631736532616877,1.1197995850902338,0.7868346113577043,0.8610570827621046 | |
| 114,0.001,0.6796237460772196,0.8655042722560362,1.0633106944881954,0.7783194936594714,0.8587207093663671 | |
| 115,0.001,0.6806798477172852,0.8637515244210308,1.0739681228307578,0.7937804008049749,0.8632195529332671 | |
| 116,0.001,0.6865739959081014,0.8647239818006001,0.9904874173723734,0.8004520867910346,0.8716136778017872 | |
| 117,0.001,0.6932770663102468,0.8607858653694443,1.0620855314914996,0.7982523658344177,0.8684706240903594 | |
| 118,0.001,0.6920143022537232,0.861369172088064,1.0066446061776235,0.7968263216301826,0.8689436221294758 | |
| 119,0.001,0.6835280222892761,0.8631908431263112,1.0810248429958638,0.7959995754063407,0.8657216866690447 | |
| 120,0.001,0.6986135632197062,0.8594128369173452,1.141674427137925,0.7933961163158896,0.8649178363449175 | |
| 121,0.001,0.6731673159599304,0.8663332662223704,1.0607705597694104,0.799196067004961,0.8677666204756362 | |
| 122,0.001,0.6859921255111694,0.8642798636351423,1.025177875848917,0.7992735867352924,0.8694746330557326 | |
| 123,0.001,0.682729266166687,0.8636931516208767,1.1304801083986575,0.7829691160931506,0.8597905520023892 | |
| 124,0.001,0.6776165593465169,0.8651582890449373,1.0374886648013042,0.7939299928418458,0.8676385321093795 | |
| 125,0.001,0.6808517279624939,0.8658707429823518,1.0922254628860033,0.7966226053514461,0.866922438127563 | |
| 126,0.001,0.6941151240666708,0.860017871915507,1.0230527584827864,0.8046370997099941,0.8732962568807139 | |
| 127,0.001,0.6739026687939962,0.8663047287856669,1.0171582902853304,0.7964337464857582,0.8705931777037101 | |
| 128,0.001,0.6640751461982727,0.8682645617289467,1.0170993975951121,0.7928202517112549,0.8677500235948615 | |
| 129,0.001,0.6603141590754191,0.870576641350284,1.0218201869038435,0.7977112058708036,0.8700089320143054 | |
| 130,0.001,0.6543767956097921,0.8718596228549045,1.1315689398921454,0.792767204889497,0.8640406149984194 | |
| 131,0.001,0.6631843609809875,0.867903713606518,1.015269340116244,0.791987009008209,0.8680242592457242 | |
| 132,0.001,0.6633721164067586,0.8692680833662226,1.0521033837015812,0.7936013594800158,0.8659525519011515 | |
| 133,0.001,0.6615375498930613,0.8675875515115563,1.1044153928756715,0.7951029655137747,0.8654294774960755 | |
| 134,0.001,0.6693917969067892,0.8689177888679,1.0998818692335717,0.7870450415433888,0.8603185881355087 | |
| 135,0.001,0.669139761130015,0.867613028500689,1.0677531690093187,0.7940488622006656,0.867285070111906 | |
| 136,0.001,0.6628244735399882,0.8695027477610042,1.0867222314614515,0.7986613779229984,0.8697489054950305 | |
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