| epoch,lr,loss,iou,val_loss,val_iou,val_dice |
| 0,0.001,2.421164079536689,0.6163450455329207,1.6778804501979658,0.7351109868060858,0.8225672878407791 |
| 1,0.001,1.594407426400756,0.7042104724481647,1.5849439908593599,0.7515804299629754,0.8333457433060717 |
| 2,0.001,1.4514221246270333,0.7220676447663023,1.3554192696983862,0.7684120907218356,0.8524256353933196 |
| 3,0.001,1.3154102554376912,0.7443722850342332,1.268636488235823,0.7726753930002922,0.8575768429427145 |
| 4,0.001,1.2397403224022745,0.7522322515999015,1.2704751557569103,0.7747292381161224,0.8584501773009297 |
| 5,0.001,1.1649214695518875,0.7616068522994887,1.389952970945304,0.7444532953169927,0.8406943842545953 |
| 6,0.001,1.1822121164831605,0.767141040412632,1.4894315287249513,0.7179778589139123,0.8194017270118764 |
| 7,0.001,1.124303876531971,0.7755619131760904,1.8109984743860688,0.6848131370022285,0.7918066969353297 |
| 8,0.001,1.1326201965801284,0.7699567361580899,1.2728910188716236,0.7724225652236487,0.8572736852403947 |
| 9,0.001,1.0759735154827479,0.7851152385717494,1.2486078592183272,0.7773096673801473,0.8622007323944915 |
| 10,0.001,1.0578100931606516,0.7823480767190641,1.178438586542512,0.777505441130067,0.8613102159389866 |
| 11,0.001,1.0302079405284004,0.7885218247609926,1.2865179292673226,0.7836234147382064,0.8601081656800343 |
| 12,0.001,1.0474628404114683,0.7838092955817806,1.3800872203958507,0.7523151954392551,0.8439573642140908 |
| 13,0.001,1.0207707574107108,0.7914060185039488,1.2282220770485035,0.7917813666644988,0.8672797310907653 |
| 14,0.001,0.9984578317700868,0.7980573905628917,1.2547398587264638,0.7748984710460846,0.8586757794052933 |
| 15,0.001,1.0353349593891699,0.786961393795525,1.2501402501717653,0.7731759350007982,0.85880379829678 |
| 16,0.001,0.996216034269788,0.7995968280995143,1.400363016836714,0.7671971962029942,0.8480174353220981 |
| 17,0.001,0.9781785399385373,0.7998522459135403,1.2050884511911928,0.77081923788949,0.8573075214365403 |
| 18,0.001,0.9668378163749315,0.804315555010754,1.3152151410790658,0.7713662672741411,0.8518039651226957 |
| 19,0.001,0.9597898351299169,0.8073116155999065,1.1909814456496204,0.7919098005307805,0.869761931599561 |
| 20,0.001,0.9705713627067881,0.8071241909762914,1.2317828945262301,0.7938664473949587,0.8709950195115311 |
| 21,0.001,0.9712209314708365,0.8060250985879357,1.3194695605094184,0.7473046060409273,0.8433263375922119 |
| 22,0.001,0.9707040241894768,0.7997142875204575,1.201795180743136,0.777405672926453,0.862743664658624 |
| 23,0.001,0.9505274724353535,0.8043119340612424,1.150598615666132,0.7965814853865129,0.8709677014996259 |
| 24,0.001,0.9193470791566916,0.8125479949424036,1.1377556377118176,0.7949828966908871,0.8724349224393781 |
| 25,0.001,0.9325696075708464,0.810826501751397,1.2423739045083817,0.7829662075425006,0.86450798488807 |
| 26,0.001,0.9158205537249908,0.8129328428586686,1.1447613071281426,0.7941991863257046,0.8723537040557018 |
| 27,0.001,0.9440848445588939,0.8062517706483054,1.207804743495613,0.7838952671048484,0.8599598906966336 |
| 28,0.001,0.9478789694994404,0.8078820738686913,1.154375661644015,0.7980736642491081,0.8713855862153391 |
| 29,0.001,0.938418677920122,0.8117347229812586,1.2629248770046058,0.7662459565903973,0.8533060128233849 |
| 30,0.001,0.8953900616596259,0.815586190624816,1.2848465757831784,0.7908887412293323,0.8662075763710205 |
| 31,0.001,0.9177479322363691,0.8137933738689035,1.452614074683573,0.7526673018567577,0.8413720304091231 |
| 32,0.001,0.9203877486328053,0.8129500178837511,1.1797342307976273,0.7838094918376789,0.8662665113265253 |
| 33,0.001,0.8835209865964483,0.8263558633484548,1.1819332579132353,0.7898184879707858,0.8667423122529503 |
| 34,0.001,0.8901535042523073,0.8254911832301512,1.2334763508400706,0.7724214329661879,0.8590690527673408 |
| 35,0.001,0.88066870732626,0.8246771056287957,1.2376514554835192,0.7963762181024464,0.8700238293084726 |
| 36,0.001,0.8990404832148223,0.8219842435944578,1.1472833830088671,0.799815707714781,0.873372605336162 |
| 37,0.001,0.90005035251221,0.8145932480543667,1.1719393936898743,0.802563008137513,0.8757680633291868 |
| 38,0.001,0.8788646307881538,0.8258876018074988,1.1846830651237823,0.7890417453120592,0.8682382199834635 |
| 39,0.001,0.8973505185998004,0.8155669305164078,1.091802815049149,0.8089778781493242,0.8810964218368702 |
| 40,0.001,0.8744633419010571,0.8249377385398463,1.1642132590681609,0.8018709034455036,0.8752585393259252 |
| 41,0.001,0.8699082141210772,0.8261674315507337,1.1202823877850971,0.8070458364403363,0.8791619974202124 |
| 42,0.001,0.9054072530878943,0.8156275162706159,1.0654540133690185,0.8107076809618048,0.8829695637215226 |
| 43,0.001,0.8575527453093867,0.8273187769120961,1.1897654879358734,0.8056020700142448,0.8782410847471342 |
| 44,0.001,0.9004584194999484,0.8141941150932137,1.2271577471701225,0.7892014958366876,0.8661689577266152 |
| 45,0.001,0.8871687850416149,0.8178868722115157,1.1482356082795575,0.800149708121791,0.8739599746487713 |
| 46,0.001,0.8590997347523274,0.8245413120896721,1.3022276066464953,0.7674990455624222,0.8545053952655842 |
| 47,0.001,0.8654391964065941,0.8294114465509533,1.123371653535431,0.8019715824763208,0.8764597384403259 |
| 48,0.001,0.8522464896563129,0.8299999953009217,1.1342772908766967,0.8015314535049707,0.8779021094634466 |
| 49,0.001,0.8481150595026835,0.8310229216462369,1.0978424000083515,0.8027490500356598,0.8769187140693046 |
| 50,0.001,0.8669060138098634,0.8254161657520166,1.1480367041497241,0.8004033002903482,0.8753346354031818 |
| 51,0.001,0.8452559356851265,0.8325053178580334,1.1848855712220516,0.7959932110393872,0.8676104340327377 |
| 52,0.001,0.8523139367680029,0.8260720055152501,1.2243596341387175,0.7928721920368994,0.8681171630943643 |
| 53,0.001,0.8565067519312319,0.8314079064683777,1.1987534314762838,0.7912628247600199,0.8693189720233719 |
| 54,0.001,0.8574279994246563,0.8264172611870573,1.2378028517238575,0.7907043346263897,0.8652245828840299 |
| 55,0.001,0.8693689068706266,0.8252086158853735,1.1540727945284384,0.800685124196738,0.8741657943930833 |
| 56,0.001,0.842793642147222,0.830181172443537,1.2521393472642297,0.7869269962945648,0.8634664432696524 |
| 57,0.001,0.8627004788384585,0.8271483342335604,1.1083298367586467,0.8063358703542547,0.8790452768751021 |
| 58,0.001,0.8376086783434402,0.8385433309444472,1.090107666752716,0.8081188047132771,0.8815717513443295 |
| 59,0.001,0.8434535161308621,0.8352171425230227,1.1329004565198528,0.804313491051235,0.8783341978594392 |
| 60,0.001,0.8449685679766431,0.828559373632083,1.125032419006866,0.802518570992403,0.8772915753497947 |
| 61,0.001,0.8313033381676497,0.8335090933446321,1.122216144834857,0.8035077560617756,0.8760771711563161 |
| 62,0.001,0.8340951426790223,0.8324727654469921,1.1406218093073015,0.8046893052549012,0.8770610394059214 |
| 63,0.001,0.8290930918140351,0.834878222143489,1.118257530900364,0.8068321710408584,0.8798389348528258 |
| 64,0.001,0.8280682007555997,0.8390801460976072,1.1052465036622074,0.8040776473498317,0.8788749050616487 |
| 65,0.001,0.827596263503725,0.8343512847942329,1.1145737808529694,0.8045249411671438,0.8794169924620188 |
| 66,0.001,0.8186076766992045,0.8372962767391994,1.1579449548764098,0.8026628228112831,0.8754188945498484 |
| 67,0.001,0.8354661831926566,0.8285284120945963,1.1432206067671575,0.7950824604247064,0.8715396373634869 |
| 68,0.001,0.8096181670024059,0.8373100244599252,1.078561889265876,0.8099078239646444,0.8820866732168272 |
| 69,0.001,0.805471269854306,0.8399184508083919,1.1282494016876905,0.8061501559153034,0.8771836022720223 |
| 70,0.001,0.8010596628532936,0.8408321959240111,1.2310907845708108,0.7997695634974208,0.8712368192570749 |
| 71,0.001,0.8205562446934042,0.8312936509692174,1.1215357118018783,0.8027766451895284,0.8780431869346337 |
| 72,0.001,0.8283820540376584,0.8363630885036606,1.0588769404272926,0.8119509287020888,0.8841444324565298 |
| 73,0.001,0.8057548147117598,0.8428694824108198,1.1409343544873272,0.8030032387739056,0.8781794262147564 |
| 74,0.001,0.7999400594454429,0.8471162297292406,1.1624256670106166,0.7937108342422794,0.870234662687665 |
| 75,0.001,0.8101947846114319,0.8395905511529633,1.1980795321783217,0.8016228922088292,0.8746119932681586 |
| 76,0.001,0.8131580672613005,0.8373810254719858,1.1202766078496629,0.8022733206818908,0.8789819013642124 |
| 77,0.001,0.8307061316731879,0.8339751086263263,1.087252279005871,0.8091167652066868,0.8820301268398113 |
| 78,0.001,0.8198578403205912,0.8362937617441949,1.0474105480468214,0.815224902496028,0.8853112356878959 |
| 79,0.001,0.8143490471364585,0.8383277181892129,1.1704522833633837,0.8022876933724844,0.8758275152744738 |
| 80,0.001,0.8078980912332949,0.8394411415635011,1.1368288081508167,0.7974700729740098,0.8749970665106951 |
| 81,0.001,0.7769931454926507,0.846033944300094,1.0881412660721506,0.8072827821509606,0.88079675101498 |
| 82,0.001,0.7967267253871687,0.8425359502723415,1.0492924051451507,0.8120900598631444,0.8837541084603235 |
| 83,0.001,0.7838870159894512,0.8440661469445597,1.0663663422190908,0.8124929099101779,0.8847233613761629 |
| 84,0.001,0.8102700846192693,0.8363560895482791,1.1605733132893497,0.8021732417354457,0.8757134015382705 |
| 85,0.001,0.7967841532930716,0.8397482930339066,1.2030701352338684,0.7934578057300737,0.8702048153600995 |
| 86,0.001,0.7897110416426512,0.8459516606819796,1.086483932552066,0.8119934789842588,0.8837312772803344 |
| 87,0.001,0.7994995654451,0.8421463021177579,1.0868319697346132,0.8102282729155005,0.8810135269880032 |
| 88,0.001,0.7793787700121122,0.8445430956232937,1.0672490831722719,0.8094169497804943,0.8832420073002029 |
| 89,0.001,0.7907188159916333,0.8424070052742589,1.0945446906002736,0.8052466999624291,0.8786471148325228 |
| 90,0.001,0.8009313062418051,0.8405811660631884,1.1052203226908304,0.8033007663442409,0.8792435173918877 |
| 91,0.001,0.7978075706061225,0.8414379856628954,1.0832026568010893,0.8101386132702572,0.8821201151959364 |
| 92,0.001,0.7953347539092678,0.8439746429928949,1.1812281222958672,0.7932639181916818,0.8710833176775348 |
| 93,0.001,0.7841127303726221,0.8466520950569603,1.054197285250567,0.8096595741277519,0.8810529911920443 |
| 94,0.001,0.7764934857602084,0.8435761479854597,1.0469843584785956,0.8104442489103276,0.8832490077900964 |
| 95,0.001,0.7741399302462378,0.8459383216883262,1.118501818379258,0.8007144115523724,0.8762510162488978 |
| 96,0.001,0.7828518487236533,0.844290459950052,1.1571435259267835,0.8010949404559302,0.875207227156529 |
| 97,0.001,0.7777969851094364,0.8479369580225699,1.0908442627232853,0.8014001964894537,0.8769481427834251 |
| 98,0.001,0.7718076647781744,0.847880178162638,1.133791977853173,0.8018238010624901,0.8772532399576866 |
| 99,0.001,0.7863903312389823,0.8441107998378765,1.0771923956120073,0.8056216733337508,0.880166950142366 |
| 100,0.001,0.7854102386017493,0.8442482756640928,1.090470678440415,0.8065258862008023,0.8801293102944379 |
| 101,0.001,0.7782151419057067,0.8461828076691719,1.0622420584653864,0.8121833138278184,0.8843547280298691 |
| 102,0.001,0.7797405794973971,0.8469961298159664,1.0817695154375073,0.8090261016402042,0.8811814131797187 |
| 103,0.001,0.7624297621141436,0.848333099222039,1.1082778376997402,0.8025876300961171,0.878315107421824 |
| 104,0.001,0.7720312938204752,0.8469959776675969,1.0338169633235672,0.8167316280150128,0.8869287649136127 |
| 105,0.001,0.765192553448399,0.8476984904479822,1.0901842833413642,0.8087851174304349,0.8823939324615734 |
| 106,0.001,0.7702323140167608,0.8505742822047311,1.0250561227192088,0.8156078363036513,0.8867509098224655 |
| 107,0.001,0.7687438304199268,0.8473126057452892,1.137479809158952,0.8019393169925336,0.8756873701985837 |
| 108,0.001,0.7604289335511775,0.8493110150660338,1.0973066979336856,0.8070338510452021,0.8789661814981589 |
| 109,0.001,0.7597291090329151,0.8508030369015834,1.1370086356591764,0.804230187328425,0.8789321721911091 |
| 110,0.001,0.7550895270967534,0.8516334584217191,1.046311847588951,0.8156706159477247,0.885843089276523 |
| 111,0.001,0.7585820083527145,0.8494145185391365,1.082111394622981,0.806976115824959,0.8806128782880976 |
| 112,0.001,0.760109894222571,0.8495831689649378,1.125693439386121,0.8083180852134905,0.8801356152097268 |
| 113,0.001,0.7763586158084971,0.8451657095765409,1.0806208384398481,0.8090924255327459,0.8805088776261526 |
| 114,0.001,0.7734963299740157,0.8453255278680554,1.0713108440141867,0.8118300955163819,0.8837272785838943 |
| 115,0.001,0.747531697517488,0.8532460025280347,1.0995271694984767,0.8067546283950056,0.8797486955767647 |
| 116,0.001,0.7435804729370651,0.8560836970000327,1.0243046259747284,0.8189406710435865,0.8885911758939049 |
| 117,0.001,0.743600047911465,0.8535822191239341,1.06455488927146,0.8079474052718705,0.8822197171932533 |
| 118,0.001,0.7463265266170683,0.8503754276400831,1.0610349087394995,0.8098141192739341,0.883822554733614 |
| 119,0.001,0.7518708502374044,0.8507618940105817,1.092141102593724,0.8039448626499273,0.8777109011862027 |
| 120,0.001,0.757955469483409,0.8522362915565563,1.0578344283754577,0.8118411847332324,0.8832192826243888 |
| 121,0.001,0.7458360091499661,0.854203664584859,1.0734524265263636,0.8061477181226475,0.8806864218593738 |
| 122,0.001,0.7660306325520083,0.8448000646031665,1.1369625083032515,0.8036254818289372,0.8763509714921265 |
| 123,0.001,0.7411621371610041,0.8538290608729993,1.0951569276207154,0.8104606389495754,0.8832967264329992 |
| 124,0.001,0.7404822497959481,0.8545569755474197,1.074477596651062,0.8108027185439685,0.88331339597167 |
| 125,0.001,0.7402380807907938,0.8525167231511793,1.0507172854930753,0.813152508712821,0.8847218934173107 |
| 126,0.001,0.7464006174027856,0.8510556430756712,1.1309299458297764,0.8073686577282737,0.8818034650277254 |
| 127,0.001,0.7421783186724431,0.8543842707186107,1.0803810836249355,0.81164836899387,0.8836165656288367 |
| 128,0.001,0.7348101700350942,0.8552247473470752,1.2206851444253237,0.7963421240736691,0.8720759876458213 |
| 129,0.001,0.7444304901936654,0.8500648129331754,1.106467428976799,0.8064373555555675,0.8797368472318063 |
| 130,0.001,0.7367705865224876,0.8553983968403766,1.0872572867365757,0.8098119304314861,0.8826203751694117 |
| 131,0.001,0.7297684799954848,0.8557174466842292,1.0684434738710966,0.8127399430695705,0.8845110343122758 |
| 132,0.001,0.7167990577119785,0.8636315254577307,1.0702156192890488,0.8117587740671233,0.8844716564569823 |
| 133,0.001,0.7357308641471134,0.8582643232088188,1.0744198114048726,0.8113094269380462,0.8831814141048941 |
| 134,0.001,0.730346634430951,0.8578779575741545,1.0735926304086305,0.8101947067894659,0.8834974915900549 |
| 135,0.001,0.7295727256373409,0.8568662689809249,1.0914906876733397,0.8066268844033951,0.8814662128321851 |
| 136,0.001,0.7336613403777429,0.8553414835951466,1.1012804180309914,0.8071170212722703,0.8807962502878991 |
| 137,0.001,0.7285949248397844,0.8569098124571192,1.0944954237467286,0.8050067235025141,0.8802663873716344 |
| 138,0.001,0.7202395161540739,0.8600527754469133,1.1685113348620069,0.7969954056354457,0.8745335167439963 |
| 139,0.001,0.7188014759112265,0.859810446307291,1.1466744144327274,0.7962004452436974,0.8741461758949941 |
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| 279,0.001,0.6333594505506255,0.8769787106109781,1.1070437712023165,0.8070655728813063,0.8811921067302714 |
| 280,0.001,0.624090481664065,0.8793950993818004,1.1069687321634576,0.8072753319833544,0.881386703152834 |
| 281,0.001,0.61657537470946,0.8814880691860182,1.1087668319555497,0.8071662129165654,0.8812877539516861 |
| 282,0.001,0.6169931568750521,0.8826477401654566,1.112978351994021,0.8083422098650849,0.8818795615237209 |
| 283,0.001,0.616894003505545,0.8814003297570013,1.1074081586655413,0.8087520529242097,0.8821750770474102 |
| 284,0.001,0.6193927281229014,0.8820252236766891,1.1298129649482447,0.8078244264147422,0.8814531941893298 |
| 285,0.001,0.6235886575814144,0.8815751475638457,1.1190755411171087,0.8079794403119079,0.8814287680195093 |
| 286,0.001,0.6271198035108196,0.8802848164801446,1.1206909136680683,0.8069459116911555,0.8808855305190346 |
| 287,0.001,0.6176693598766468,0.882856113336556,1.116437457926055,0.8068564950392746,0.881024394188173 |
| 288,0.001,0.6294046435603914,0.8797578931407992,1.1185326237637219,0.8072216221326836,0.8809943148060628 |
| 289,0.001,0.6163720211067483,0.8789222691155479,1.113177507876022,0.8072343184394781,0.8812163231641181 |
| 290,0.001,0.6262248131275683,0.8784866064027366,1.112747341136236,0.8073136682606149,0.8811986986424952 |
| 291,0.001,0.6249722928788477,0.8810919313166214,1.1134116404901933,0.8070979488082412,0.8810122167185691 |
| 292,0.001,0.6210127177698614,0.8822771185060669,1.1142673045581226,0.8072244700491713,0.8810642644946826 |
| 293,0.001,0.6217771487928777,0.8815731089300659,1.1156426652122546,0.8078308083201867,0.8814826263213701 |
| 294,0.001,0.6200793199043638,0.8814605450156264,1.1088830218235455,0.8076991433801151,0.881457460956557 |
| 295,0.001,0.615808857966329,0.8830084741284562,1.109691434254003,0.8079648468058235,0.8816189507443751 |
| 296,0.001,0.623822764336494,0.8819240360908145,1.1085458608657712,0.8079045856140397,0.8816219057028182 |
| 297,0.001,0.623226203190307,0.8780577668157918,1.1082525563675283,0.8086371056640062,0.8820043467674116 |
| 298,0.001,0.6225408770752358,0.8829117405591564,1.1113979803158505,0.8074618388677015,0.881332910542251 |
| 299,0.001,0.6151588013670225,0.8820514532465357,1.1118346485908668,0.8079231348402984,0.8816401120286791 |
|
|
