| epoch,lr,loss,iou,val_loss,val_iou,val_dice | |
| 0,0.001,3.5992827687944686,0.45031892931805806,3.2834768732388815,0.5591390902935075,0.6990897844887116 | |
| 1,0.001,3.1417916434151785,0.6165009962020604,2.885929997762044,0.6884029054461258,0.8056807913949431 | |
| 2,0.001,2.8171923092433384,0.7046349520247943,2.578255561987559,0.790885286457422,0.8784423118617872 | |
| 3,0.001,2.5244694301060266,0.7604624959824711,2.3768321573734283,0.7815029252665411,0.8704146421168765 | |
| 4,0.001,2.3169133595057896,0.7801512972247718,2.2627782841523487,0.7698478297333878,0.8606124704849069 | |
| 5,0.001,2.1128206525530135,0.8036678766699193,2.129683450857798,0.7608454360343656,0.8573911312205168 | |
| 6,0.001,1.9712512254714967,0.8006241097809894,1.955357446273168,0.7612004677546904,0.8534430474734489 | |
| 7,0.001,1.6914996896471297,0.8444960510999634,1.5322289735078811,0.8509953947604191,0.9172903682132449 | |
| 8,0.001,1.5626854998724802,0.8382111745926542,1.425867599248886,0.8404283918473677,0.9094307249023986 | |
| 9,0.001,1.4071028436933244,0.841792452924359,1.2950815151135127,0.8333100688087177,0.904145088030805 | |
| 10,0.001,1.2490924290248326,0.8528812614341169,1.123832044005394,0.8599167631624911,0.9226770753302623 | |
| 11,0.001,1.244975767816816,0.8407754488413224,1.108419261376063,0.847845723488869,0.9154860354936428 | |
| 12,0.001,1.1533607585089547,0.8472639165053701,1.0784098982810975,0.8372892334591623,0.9083428158675025 | |
| 13,0.001,1.1369113683700562,0.84026218217703,1.040844634672006,0.840039985081875,0.9099124852459274 | |
| 14,0.001,0.963374263899667,0.8709573032446034,0.9662461623549461,0.8475469258223793,0.915000771239743 | |
| 15,0.001,0.9876791919980731,0.8571296778514826,0.96142667979002,0.8455920411428742,0.9129079844042861 | |
| 16,0.001,1.0354311057499477,0.845315683766753,0.8938909068703651,0.8610767259842379,0.9234162195128606 | |
| 17,0.001,0.9510391746248518,0.8583049729728678,0.8993431548277537,0.8514381539649395,0.9174975718934612 | |
| 18,0.001,0.8699431623731341,0.8773772501576713,0.8574228713909785,0.8583515390545764,0.9214870292590219 | |
| 19,0.001,0.8578615665435791,0.8703533309589702,0.843960187335809,0.8613647689308265,0.9235088392664939 | |
| 20,0.001,0.9429727281842913,0.8480032704648274,0.796005775531133,0.8681659978619317,0.9274220061213968 | |
| 21,0.001,0.8517112221036639,0.8757573550759932,0.7687140335639318,0.8722869325878111,0.9300521099752551 | |
| 22,0.001,0.9989677429199219,0.8418108872126021,0.8852996130784353,0.8574819578172884,0.920752418788634 | |
| 23,0.001,0.8618720190865653,0.8621309496584957,0.8969840263326962,0.852482059420671,0.9178165173755792 | |
| 24,0.001,0.7601638623646327,0.8882908352872982,0.8208761046330134,0.8594646919969,0.9221567286691716 | |
| 25,0.001,0.7761871985026768,0.8777304093822532,0.8074111099044482,0.863581753700273,0.9244952307902028 | |
| 26,0.001,0.708444653238569,0.8947984117275802,0.7875008781750997,0.8623151038587852,0.9241247396669362 | |
| 27,0.001,0.698706122807094,0.8979952561219496,0.9854247798522313,0.8284300195278645,0.8999793403039408 | |
| 28,0.001,0.7516466464315142,0.8818986013050859,1.0891442447900772,0.8222411989147388,0.8933432795991094 | |
| 29,0.001,0.7588095341409956,0.8788575209595897,0.7682719354828199,0.8675066832052517,0.926700774209338 | |
| 30,0.001,0.7031153900282724,0.8935525579873886,0.7947343041499456,0.863971126661785,0.924206689792818 | |
| 31,0.001,0.6380992310387748,0.9072188426787545,0.7846968268354734,0.8657047230900395,0.9259180212508779 | |
| 32,0.001,0.9773556981767927,0.8478385392195893,0.9858825087547303,0.8264545912568366,0.902240548077214 | |
| 33,0.001,0.9228138021060399,0.8630330366816727,0.8563183476527532,0.8589122823489141,0.9219102191518722 | |
| 34,0.001,0.7492332186017717,0.8831305271147383,0.7861098989844322,0.8643069435101911,0.924864797385282 | |
| 35,0.001,0.7447498832430158,0.8866468099637529,0.7520259802540143,0.8712196912430101,0.9291104071703239 | |
| 36,0.001,0.6814582109451294,0.8953742970273649,0.7491318260629972,0.8708758738515865,0.9290818258937139 | |
| 37,0.001,0.8054028102329799,0.8714399912301091,0.8841763933499655,0.8484020208455135,0.9148053453836569 | |
| 38,0.001,0.7312890035765511,0.8847514844412404,0.8021010652184486,0.8613630753568948,0.9233552750111261 | |
| 39,0.001,0.695611275945391,0.8926615252178497,0.7601341386636098,0.8715213545782438,0.929498905597686 | |
| 40,0.001,0.6534390585763113,0.8989653281669712,0.7311844294269879,0.8765408002938995,0.9324893242483604 | |
| 41,0.001,0.6986286469868251,0.8935921203288663,0.7554889768362045,0.8710242823225454,0.9292457154280975 | |
| 42,0.001,0.6688122987747193,0.8955652900839739,0.7292849605282148,0.8742804884863653,0.9312598959285369 | |
| 43,0.001,0.6215226088251387,0.9049532790248622,0.7044273485740026,0.8758416682407445,0.9323840653082502 | |
| 44,0.001,0.6627010651997157,0.9049089631185802,0.7333022485176722,0.8736182911413628,0.9309091425159313 | |
| 45,0.001,0.6202467679977417,0.9101796290484133,0.7204666654268901,0.8725539934724093,0.9302005163720078 | |
| 46,0.001,0.6402224864278521,0.903600630638668,0.7324015369017919,0.8673355050243384,0.9270706356103886 | |
| 47,0.001,0.6253403765814645,0.9022507018574896,0.8048976888259252,0.8668667267544234,0.9268413529535524 | |
| 48,0.001,0.6207761304719107,0.9031821255997501,0.7545218996703624,0.8714081996123725,0.9295606913464804 | |
| 49,0.001,0.656297128541129,0.8944026250355279,0.723477903008461,0.8749502814262592,0.9317251570030786 | |
| 50,0.001,0.6066245981625148,0.9071585592009407,0.7023117070396742,0.8759589950353863,0.9323364408087668 | |
| 51,0.001,0.7098098295075553,0.8859736883016068,0.7761348739266396,0.8691338831994263,0.9283893982448467 | |
| 52,0.001,0.6284104083265577,0.9021526117512982,0.7097712174057961,0.8777253141687568,0.9336258233440939 | |
| 53,0.001,0.6488947374480111,0.896075452676298,0.6617741420865059,0.8833888590849005,0.9368102967583787 | |
| 54,0.001,0.6298675111361912,0.9033681798107039,0.6833535067737102,0.8810848984488457,0.935416270275295 | |
| 55,0.001,0.6408562166350228,0.9035266641733586,0.7116928637027741,0.8742254520058984,0.9311572441817536 | |
| 56,0.001,0.5966579130717686,0.9033121211826174,0.7525065357486407,0.8691268378758621,0.9277985267335668 | |
| 57,0.001,0.5974538752010891,0.9029480022272852,0.6823870132366816,0.8762708202343721,0.9326584707258458 | |
| 58,0.001,0.6837314418384007,0.8956547869949782,0.8156622084478538,0.8603140040785829,0.920055700558631 | |
| 59,0.001,0.7112071360860552,0.8868527155162229,0.7314263299107552,0.8764335253032306,0.932568316814453 | |
| 60,0.001,0.7085853048733303,0.8901599306527672,0.720514003187418,0.8769721742087692,0.9325282880202418 | |
| 61,0.001,0.6601719720023019,0.9003865111034369,0.7244349057475726,0.8717383102893542,0.929737816105796 | |
| 62,0.001,0.5930480292865208,0.9101455354143946,0.7198562289277712,0.8700702467482292,0.9285678486758832 | |
| 63,0.001,0.5857325519834246,0.9070305569819446,0.6866242192685604,0.8815859160251793,0.9354658380193378 | |
| 64,0.001,0.5684677498681204,0.9168860776674032,0.6677213268975417,0.884364499965065,0.9372540210742101 | |
| 65,0.001,0.558028153010777,0.9168441274802454,0.732522651553154,0.8762020389974761,0.931534396171014 | |
| 66,0.001,0.5418742861066546,0.9189934065801453,0.6722753671308358,0.8803531425935548,0.9347990320602427 | |
| 67,0.001,0.5490539499691555,0.9170004729670347,0.6821412516136964,0.8833973613528896,0.9366804177649655 | |
| 68,0.001,0.5503674796649388,0.9148312934075538,0.878040952483813,0.8561367872368798,0.9196816622544081 | |
| 69,0.001,0.6189016887119838,0.8964718404652965,0.680201421926419,0.8820026118522429,0.9359739615465421 | |
| 70,0.001,0.5283493059022086,0.9192875273889649,0.661995588739713,0.8841115810748179,0.9370964318800686 | |
| 71,0.001,0.5296133637428284,0.9218419910064717,0.6800645311673482,0.8812242808071676,0.9355511386789154 | |
| 72,0.001,0.5658045496259417,0.9110049233488098,0.7012352781991164,0.8811900251179609,0.935355054385986 | |
| 73,0.001,0.5364747166633606,0.919896950827691,0.6865918400386969,0.876585651679265,0.9324658309989953 | |
| 74,0.001,0.5467609371457781,0.9172980388097702,0.6718426396449407,0.8844940237792858,0.9373457923322792 | |
| 75,0.001,0.5342271702630179,0.9171779469888905,0.6660846824447314,0.8823067542786082,0.9360885778238249 | |
| 76,0.001,0.5396814056805201,0.9165581312429958,0.6981313953797023,0.8750370216533379,0.9316824660124762 | |
| 77,0.001,0.5345007300376892,0.9137103291615016,0.69638330762585,0.87990753051973,0.9344659227400661 | |
| 78,0.001,0.5380568334034511,0.9182620430112737,0.652188956985871,0.8848455105108882,0.9375190157261861 | |
| 79,0.001,0.5237106272152492,0.9195304652583591,0.6484235885242621,0.8863748228410994,0.9384700802598063 | |
| 80,0.001,0.5021353466170174,0.9224580612672243,0.6546401980022589,0.8878855591251367,0.9394350388894626 | |
| 81,0.001,0.5331213329519544,0.9188254536256711,0.6673821784555912,0.8858810260547366,0.9382373910526098 | |
| 82,0.001,0.5160542028290885,0.9188040450645065,0.6619965940713882,0.8848409498448555,0.9376865669592017 | |
| 83,0.001,0.480072786126818,0.9273542189667316,0.7076686456799507,0.8755833167818925,0.931098019366051 | |
| 84,0.001,0.5159365279333932,0.9210513260843253,0.6720723745723566,0.8842459427077268,0.9372793684439618 | |
| 85,0.001,0.5416195835386004,0.913716344225088,0.6926464957495531,0.8824714337677629,0.9361578707333482 | |
| 86,0.001,0.5589635304042271,0.9101064617528145,0.650250201423963,0.885975551682628,0.9383225223875532 | |
| 87,0.001,0.47281970977783205,0.9291474969833174,0.7005021691322326,0.8790260276347426,0.9341883347212726 | |
| 88,0.001,0.5377789872033255,0.9186224832327275,0.6911219658950964,0.8794515756005891,0.9343489982090036 | |
| 89,0.001,0.5352229271616255,0.917504366973309,0.7005260025461515,0.8775092150642282,0.9314898022597743 | |
| 90,0.001,0.4924095596585955,0.9241433418001295,0.7246244018276532,0.8737000247964556,0.928932011804725 | |
| 91,0.001,0.696811488696507,0.8993663746563652,1.0850033819675446,0.8249526990920766,0.894704046385262 | |
| 92,0.001,0.6131511534963335,0.9014242292939669,0.7401186684767406,0.8736418472107997,0.9305277071085347 | |
| 93,0.001,0.5380379063742501,0.9149243388408319,0.6687104555467764,0.8787130119601368,0.9335597101888998 | |
| 94,0.001,0.543309121472495,0.9136612503946914,0.6419132759173711,0.8876821440248627,0.9391066743014298 | |
| 95,0.001,0.5278971629483359,0.9181085241983463,0.6670207957426707,0.8821300321152238,0.9355059363698396 | |
| 96,0.001,0.5284058766705649,0.9202614182681929,0.7987125617762406,0.8676491386301842,0.9222748302493504 | |
| 97,0.001,0.499408141204289,0.9248593490247891,0.6260452749828498,0.8903383515585007,0.9408893795033803 | |
| 98,0.001,0.545723819732666,0.9206727375719616,0.6556677269438903,0.8858051196550204,0.9379796194038222 | |
| 99,0.001,0.523455091885158,0.9173227125726496,0.6216973041494688,0.8912559270831599,0.9413583285880537 | |
| 100,0.001,0.5147884964942933,0.9205398806624961,0.6385371170938015,0.8897764119797954,0.9404792536763513 | |
| 101,0.001,0.48770492247172764,0.9240316913922265,0.6367457377413909,0.8878201862628589,0.9393192936271587 | |
| 102,0.001,0.476157134771347,0.9271081144000176,0.677285390595595,0.8808255569762429,0.9351814142354086 | |
| 103,0.001,0.47970274346215386,0.928889865951132,0.6606872700154781,0.8870604090237567,0.9388207226596571 | |
| 104,0.001,0.4929304156984602,0.9249029261636841,0.627960513283809,0.8903191181338082,0.940722137864277 | |
| 105,0.001,0.48487049852098735,0.9243282778590104,0.6596784586707751,0.8836339223764097,0.9367937072810086 | |
| 106,0.001,0.5866501212120057,0.9066773820926198,0.8737029959758122,0.8551811125638695,0.9190622096982668 | |
| 107,0.001,0.5874514426503863,0.9079142025576439,0.7201571824649969,0.8794487412047545,0.9337526544899544 | |
| 108,0.001,0.5093399856771742,0.9197637328449236,0.703880442182223,0.8765023501346232,0.9324027568657363 | |
| 109,0.001,0.48451223032815116,0.9229263283031255,0.6721158258616924,0.8829066870128268,0.936248820467301 | |
| 110,0.001,0.488249842609678,0.9226940332967543,0.7041630526383718,0.8800777056594564,0.9342115555839804 | |
| 111,0.001,0.5005170856203351,0.922871306220108,0.6795735634863377,0.8800274893244927,0.9343591718530049 | |
| 112,0.001,0.5070052751473018,0.9249647846486555,0.6496634530524413,0.8876641536133143,0.9391848757196144 | |
| 113,0.001,0.5037635854312352,0.9241324282416613,0.8016780133048693,0.8664235701092918,0.9254565731005873 | |
| 114,0.001,0.5486739243779863,0.9125070438490336,0.8712397466103236,0.8622165530311442,0.9205629149157999 | |
| 115,0.001,0.513141940321241,0.9212438571688334,0.6992388827105364,0.8822508560596197,0.9349535490070514 | |
| 116,0.001,0.4868758567741939,0.9237951710030714,0.6790104473630587,0.8842545662415291,0.9371911911235339 | |
| 117,0.001,0.516994297504425,0.919481802007631,0.661344808836778,0.8841829002000231,0.9370264804810456 | |
| 118,0.001,0.5002556494304112,0.9232347954655988,0.6634506970643997,0.887274409314976,0.9388963417766798 | |
| 119,0.001,0.5039735223565783,0.9208660488100409,0.6574244022369384,0.889153423075643,0.9399652686658213 | |
| 120,0.001,0.4795604492936816,0.9248871642858021,0.6439056813716888,0.889629978226077,0.9403018493301437 | |
| 121,0.001,0.47376299841063363,0.9259901190073939,0.6705657251179218,0.88426436474999,0.9372461547288451 | |
| 122,0.001,0.45422397511346,0.9328791200330443,0.6579560086131095,0.888472704532969,0.9397230075356497 | |
| 123,0.001,0.47456185051373073,0.9275613870620057,0.652791011830171,0.8888190000702267,0.9398662412289495 | |
| 124,0.001,0.4518486091068813,0.9305063098207167,0.6517192927499612,0.886863340521753,0.9386990535567317 | |
| 125,0.001,0.5007478816168649,0.9196827530409514,0.6981017659107844,0.8809844088010391,0.9347360568039083 | |
| 126,0.001,0.47014779533658707,0.9282459124994639,0.6733167327940464,0.8845721467022687,0.9370833590233046 | |
| 127,0.001,0.46710913607052396,0.9277806185345123,0.6750330391029516,0.8847682284733932,0.936857393098763 | |
| 128,0.001,0.4872894968305315,0.9254373950575979,0.7372732219596704,0.8717317990033354,0.9291546017563765 | |
| 129,0.001,0.4628763130732945,0.9278647960120553,0.6893331969777743,0.8803716963874305,0.9344790032117201 | |
| 130,0.001,0.4774043508938381,0.9266603140323848,0.6779481373727322,0.8830098289823503,0.9359621345611919 | |
| 131,0.001,0.46686620201383316,0.9293076887881527,0.6715149636069934,0.8822151584782966,0.9356920288971575 | |
| 132,0.001,0.4585319663797106,0.9296352628295048,0.7193233482539654,0.878340312866824,0.9326932779719799 | |
| 133,0.001,0.45569897208895,0.9284215341127668,0.6844361630578836,0.8810197158817255,0.935245800540424 | |
| 134,0.001,0.46629079920904976,0.928898843619138,0.6906504911681016,0.884268544318319,0.9363662973199333 | |
| 135,0.001,0.4671200922557286,0.9286238564108513,0.6489287142952284,0.8886039632985155,0.9396322880027574 | |
| 136,0.001,0.4508054256439209,0.9299467530412475,0.6527915336191654,0.8895034709971329,0.9401962232188671 | |
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