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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
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