epoch,accuracy,dice_coef,f1_m,iou_m,loss,lr,precision_m,recall_m,val_accuracy,val_dice_coef,val_f1_m,val_iou_m,val_loss,val_precision_m,val_recall_m
0,0.6852056384086609,0.17242874205112457,0.17243093252182007,0.09535776078701019,2.033257484436035,1e-04,0.14178535342216492,0.32046937942504883,0.7809210419654846,0.14884346723556519,0.14884699881076813,0.08252373337745667,1.9471677541732788,0.1591200977563858,0.1768493801355362
1,0.8701551556587219,0.12026110291481018,0.120264932513237,0.06511002779006958,1.6468578577041626,1e-04,0.25024646520614624,0.08375552296638489,0.796435534954071,0.2295587807893753,0.2295607328414917,0.13348568975925446,1.7997547388076782,0.23716694116592407,0.28937843441963196
2,0.8759726285934448,0.1930643916130066,0.1930667906999588,0.10971344262361526,1.5330208539962769,1e-04,0.34263837337493896,0.1414177417755127,0.83998703956604,0.31087586283683777,0.3108769953250885,0.18993645906448364,1.5638728141784668,0.3626638352870941,0.34588027000427246
3,0.8779180645942688,0.2939130663871765,0.29391491413116455,0.17680436372756958,1.451724886894226,1e-04,0.40955042839050293,0.24425733089447021,0.8221843242645264,0.34392115473747253,0.34392210841178894,0.210515096783638,1.5384020805358887,0.34092244505882263,0.43488991260528564
4,0.8791290521621704,0.36288946866989136,0.36289048194885254,0.2275521606206894,1.3850780725479126,1e-04,0.4364473521709442,0.322330117225647,0.8272438645362854,0.38694918155670166,0.38694992661476135,0.24673821032047272,1.4960654973983765,0.3713320195674896,0.4983607530593872
5,0.8833479881286621,0.40419673919677734,0.4041975140571594,0.2590733766555786,1.3269444704055786,1e-04,0.4608376920223236,0.37479597330093384,0.8543534278869629,0.415441632270813,0.4154423475265503,0.2680743634700775,1.379065752029419,0.43284371495246887,0.4697827398777008
6,0.8849464654922485,0.4496854543685913,0.44968631863594055,0.29645010828971863,1.2591331005096436,1e-04,0.47750502824783325,0.44547587633132935,0.8695164918899536,0.43639230728149414,0.43639299273490906,0.28662848472595215,1.2950557470321655,0.5069528222084045,0.4413416385650635
7,0.8956090807914734,0.5372012257575989,0.5372016429901123,0.37230947613716125,1.1297675371170044,1e-04,0.5252296328544617,0.5804144740104675,0.8721464276313782,0.35031020641326904,0.3503110110759735,0.2174694687128067,1.3537994623184204,0.5884258151054382,0.2971192002296448
8,0.9091357588768005,0.6040209531784058,0.604021430015564,0.43857359886169434,1.0148935317993164,1e-04,0.5773102641105652,0.6641849875450134,0.8850274085998535,0.32509347796440125,0.3250943422317505,0.20191805064678192,1.3568041324615479,0.6774290204048157,0.23497171700000763
9,0.9140229821205139,0.6320219039916992,0.6320222616195679,0.4669590890407562,0.94502854347229,1e-04,0.5932969450950623,0.705469012260437,0.8955553770065308,0.4816751182079315,0.48167577385902405,0.3258463144302368,1.1502623558044434,0.6482958793640137,0.3928767144680023
10,0.9190986752510071,0.6572199463844299,0.6572203040122986,0.49423399567604065,0.8853824138641357,1e-04,0.615689218044281,0.7327435612678528,0.882260262966156,0.6067882180213928,0.6067885756492615,0.4489710032939911,1.017988681793213,0.5221018195152283,0.7658794522285461
11,0.9229831099510193,0.6723270416259766,0.67232745885849,0.5109102725982666,0.8435213565826416,1e-04,0.6287928223609924,0.7521274089813232,0.8742251992225647,0.6162040829658508,0.6162044405937195,0.4605615437030792,1.0209994316101074,0.5017198920249939,0.8461927771568298
12,0.926413357257843,0.6873040795326233,0.6873043179512024,0.5281866192817688,0.794914186000824,1e-04,0.6389869451522827,0.7709631323814392,0.9131935238838196,0.6399621367454529,0.639962375164032,0.4801723062992096,0.8886845707893372,0.656493604183197,0.6383963227272034
13,0.9301837682723999,0.7021484971046448,0.7021487355232239,0.5457976460456848,0.7585852146148682,1e-04,0.6534066796302795,0.7852305769920349,0.8948479890823364,0.649777889251709,0.6497781276702881,0.49155163764953613,0.8872761726379395,0.5758329629898071,0.7738654613494873
14,0.932259202003479,0.7127061486244202,0.7127062678337097,0.5577380657196045,0.7302248477935791,1e-04,0.6596189737319946,0.8008041977882385,0.9092143774032593,0.6509612202644348,0.6509614586830139,0.49176955223083496,0.8662106990814209,0.6045812368392944,0.7283157706260681
15,0.9332362413406372,0.7160435914993286,0.7160438299179077,0.5621566772460938,0.7211737632751465,1e-04,0.6687263250350952,0.7923684120178223,0.9138726592063904,0.6553522348403931,0.6553526520729065,0.49783995747566223,0.8391146063804626,0.6393399834632874,0.6913654208183289
16,0.9346430897712708,0.7208274602890015,0.7208277583122253,0.5677502751350403,0.695226788520813,1e-04,0.6746034622192383,0.7987962365150452,0.9129940867424011,0.6664021611213684,0.6664025187492371,0.5097662210464478,0.825924813747406,0.6284666061401367,0.7294890880584717
17,0.9352145195007324,0.7236566543579102,0.7236567139625549,0.5718059539794922,0.6844220757484436,1e-04,0.6772498488426208,0.8019362688064575,0.9177265167236328,0.6624817252159119,0.662481963634491,0.5061789155006409,0.8191628456115723,0.6630086302757263,0.6839489936828613
18,0.9371576905250549,0.7280884981155396,0.7280886769294739,0.5766329169273376,0.6656153202056885,1e-04,0.6798602938652039,0.8070323467254639,0.9040004014968872,0.6748968958854675,0.6748971343040466,0.516335666179657,0.8150705695152283,0.6003369688987732,0.7925112247467041
19,0.9370880126953125,0.7299850583076477,0.7299851775169373,0.5790398120880127,0.6570237278938293,1e-04,0.6832261681556702,0.8071320056915283,0.9042409658432007,0.679673969745636,0.6796743273735046,0.5248987078666687,0.8026987314224243,0.5889930129051208,0.8241147398948669
20,0.9393171668052673,0.7383780479431152,0.7383784055709839,0.5893884301185608,0.6371558308601379,1e-04,0.6897607445716858,0.8166705965995789,0.9100547432899475,0.6719062924385071,0.6719066500663757,0.514956533908844,0.821739137172699,0.6257980465888977,0.7390729784965515
21,0.9422515630722046,0.7491945624351501,0.7491946816444397,0.6035685539245605,0.6146754026412964,1e-04,0.7057026624679565,0.8168064951896667,0.9023967385292053,0.6758084297180176,0.6758086681365967,0.5208227038383484,0.8223615884780884,0.5969716310501099,0.7976564764976501
22,0.9434881806373596,0.7536837458610535,0.7536839842796326,0.6090860366821289,0.6080214977264404,1e-04,0.7111574411392212,0.8192673921585083,0.8989216089248657,0.6735380291938782,0.6735382676124573,0.5188040137290955,0.8299854397773743,0.588066577911377,0.8076920509338379
23,0.9455121755599976,0.7648717761039734,0.7648718953132629,0.6231020092964172,0.58188396692276,1e-04,0.7189610004425049,0.831052303314209,0.9133159518241882,0.6673095226287842,0.6673097014427185,0.5112308859825134,0.796390950679779,0.658934473991394,0.6901493072509766
24,0.9453898072242737,0.7606809139251709,0.7606812119483948,0.617732048034668,0.5887998342514038,1e-04,0.7216246128082275,0.8234429359436035,0.9124579429626465,0.6742941737174988,0.6742944717407227,0.5184853672981262,0.7889055013656616,0.6380879878997803,0.7462418079376221
25,0.9467705488204956,0.7686639428138733,0.7686641216278076,0.628182053565979,0.5699860453605652,1e-04,0.7279524803161621,0.828400194644928,0.9117318987846375,0.6635357737541199,0.663536012172699,0.5061771273612976,0.8418313264846802,0.6630222797393799,0.687955379486084
26,0.9484044313430786,0.7748304009437561,0.7748304605484009,0.6352502107620239,0.5587241649627686,1e-04,0.7362436056137085,0.8328684568405151,0.9089894890785217,0.6759328246116638,0.6759331226348877,0.5183283686637878,0.795833170413971,0.6374094486236572,0.7398976683616638
27,0.9476962089538574,0.7738831043243408,0.7738833427429199,0.6351645588874817,0.5570486187934875,1e-04,0.7299373745918274,0.8369554877281189,0.9065843820571899,0.67179936170578,0.6717996597290039,0.515204906463623,0.8006429672241211,0.5820096135139465,0.8197788596153259
28,0.9482937455177307,0.7727728486061096,0.7727730870246887,0.6337056756019592,0.5511119961738586,1e-04,0.7315630316734314,0.8347938060760498,0.9209761619567871,0.676636278629303,0.6766366362571716,0.5211730599403381,0.7535622119903564,0.6760239601135254,0.6893997192382812
29,0.9504132866859436,0.7819415330886841,0.7819417119026184,0.6450855135917664,0.5338696837425232,1e-04,0.7459194660186768,0.8346256613731384,0.9163134098052979,0.6662326455116272,0.6662327647209167,0.5086343884468079,0.8092204928398132,0.6717216372489929,0.6746800541877747
30,0.9511333107948303,0.7847508192062378,0.7847509384155273,0.6492318511009216,0.5279253125190735,1e-04,0.7457144856452942,0.8417268991470337,0.9119086265563965,0.6811432838439941,0.6811434626579285,0.525343120098114,0.7777060866355896,0.6366131901741028,0.7503318190574646
31,0.9530611038208008,0.7914040088653564,0.7914040684700012,0.6582230925559998,0.5152170062065125,1e-04,0.7612587809562683,0.8338910341262817,0.9050530791282654,0.6823218464851379,0.6823220252990723,0.5263851881027222,0.810105562210083,0.6047202348709106,0.8068339824676514
32,0.9527842402458191,0.7911774516105652,0.7911775708198547,0.657131016254425,0.5075622797012329,1e-04,0.7512161731719971,0.8482679128646851,0.9161013960838318,0.6637333631515503,0.6637336611747742,0.5045250058174133,0.800986111164093,0.6710219979286194,0.676184892654419
33,0.9548112154006958,0.8006506562232971,0.800650954246521,0.6701042056083679,0.4935247600078583,1e-04,0.7656924724578857,0.8463159203529358,0.9101752042770386,0.685108482837677,0.6851086616516113,0.5295160412788391,0.811164915561676,0.6203758120536804,0.787871778011322
34,0.9565328359603882,0.8067938089370728,0.8067938089370728,0.678730309009552,0.4733184278011322,5e-05,0.7716341018676758,0.853085458278656,0.91290283203125,0.6751527786254883,0.6751530170440674,0.520312488079071,0.818818986415863,0.6599168181419373,0.7123129963874817
35,0.9584755897521973,0.8139785528182983,0.8139786720275879,0.6894031167030334,0.4606722593307495,5e-05,0.7798468470573425,0.8592284917831421,0.9140037298202515,0.6882851123809814,0.6882853507995605,0.534565269947052,0.7774764895439148,0.6520553231239319,0.7514203190803528
36,0.9573163390159607,0.8085845708847046,0.8085847496986389,0.681209146976471,0.4677620530128479,5e-05,0.7736483812332153,0.8557579517364502,0.9156028628349304,0.6824510097503662,0.6824512481689453,0.5269325971603394,0.7856822609901428,0.6661837697029114,0.7228652834892273
37,0.9589230418205261,0.8138851523399353,0.8138852715492249,0.6888567209243774,0.45318377017974854,5e-05,0.7832000255584717,0.8544127941131592,0.9142934679985046,0.6827465891838074,0.6827468276023865,0.5272359848022461,0.7881552577018738,0.6521235108375549,0.7413117289543152
38,0.9602911472320557,0.8211144804954529,0.8211145401000977,0.6990447044372559,0.44618725776672363,5e-05,0.788316547870636,0.8628603219985962,0.9092927575111389,0.6903402209281921,0.6903404593467712,0.5362761616706848,0.8191836476325989,0.6278934478759766,0.7894222736358643
39,0.9612990617752075,0.8244719505310059,0.8244719505310059,0.70363450050354,0.4333808124065399,2.5e-05,0.7930411100387573,0.8642126321792603,0.9136908054351807,0.679884135723114,0.6798843741416931,0.5255516171455383,0.8025471568107605,0.6601660251617432,0.7194880843162537
40,0.9624233245849609,0.8315039277076721,0.8315040469169617,0.7133575677871704,0.42348071932792664,2.5e-05,0.8026309609413147,0.8675690293312073,0.9163571000099182,0.681835949420929,0.6818361282348633,0.5275298357009888,0.7900553941726685,0.6661633253097534,0.7171092629432678
41,0.9620518088340759,0.8268290162086487,0.8268290162086487,0.7081224918365479,0.42662662267684937,2.5e-05,0.7981569766998291,0.8632581233978271,0.9156702756881714,0.6770321726799011,0.677032470703125,0.5219659805297852,0.7933906316757202,0.669241189956665,0.7061520218849182
42,0.9627893567085266,0.8317100405693054,0.8317100405693054,0.7144798636436462,0.41868624091148376,2.5e-05,0.8022711873054504,0.8683848977088928,0.9162257313728333,0.6879002451896667,0.6879003643989563,0.534419059753418,0.7743090987205505,0.6564929485321045,0.7412331104278564
43,0.9617586135864258,0.8299168944358826,0.8299168944358826,0.7115775942802429,0.4270727038383484,2.5e-05,0.7987830638885498,0.8691666126251221,0.917022705078125,0.6789898872375488,0.6789901256561279,0.5232446789741516,0.7970631122589111,0.6807144284248352,0.6955389976501465