epoch,time,train/ce_loss,train/dice_loss,train/aux_loss,metrics/mIoU,metrics/pixel_acc,val/ce_loss,val/dice_loss,val/aux_loss,lr/pg0,lr/pg1,lr/pg2
1,186.409,0.95823,0.74878,0.43871,0.3388,0.80532,0.60988,0.8027,0,0.00332317,0.00332317,0.0700915
2,371.112,0.56186,0.60808,0.23295,0.3624,0.82373,0.52129,0.77844,0,0.00665632,0.00665632,0.0400913
3,556.05,0.48266,0.55047,0.19598,0.37665,0.8489,0.47919,0.76639,0,0.00998875,0.00998875,0.0100904
4,741.597,0.4369,0.53127,0.17628,0.4213,0.86602,0.42932,0.75322,0,0.00999756,0.00999756,0.00999756
5,926.712,0.41038,0.51506,0.16699,0.38892,0.79861,0.74605,0.76394,0,0.00999566,0.00999566,0.00999566
6,1111.95,0.40123,0.50462,0.16165,0.41386,0.80608,0.58153,0.75859,0,0.00999322,0.00999322,0.00999322
7,1297.62,0.38019,0.49476,0.153,0.44807,0.83168,0.56764,0.73344,0,0.00999023,0.00999023,0.00999023
8,1482.93,0.3626,0.47223,0.14554,0.44207,0.83281,0.51619,0.73222,0,0.00998671,0.00998671,0.00998671
9,1668.34,0.35155,0.47149,0.14105,0.49842,0.82412,0.60307,0.7187,0,0.00998264,0.00998264,0.00998264
10,1853.42,0.35575,0.44374,0.13992,0.50711,0.87138,0.45177,0.6197,0,0.00997803,0.00997803,0.00997803
11,2038.99,0.35763,0.36093,0.13449,0.43266,0.84438,0.59012,0.56307,0,0.00997288,0.00997288,0.00997288
12,2224.96,0.33024,0.34408,0.12892,0.46743,0.86167,0.47451,0.5502,0,0.0099672,0.0099672,0.0099672
13,2409.55,0.34982,0.34815,0.1357,0.47218,0.84173,0.61372,0.55839,0,0.00996097,0.00996097,0.00996097
14,2595.4,0.32381,0.33032,0.12664,0.49355,0.82334,0.5414,0.55852,0,0.0099542,0.0099542,0.0099542
15,2781.53,0.33393,0.33874,0.12982,0.45291,0.81339,0.57381,0.55645,0,0.0099469,0.0099469,0.0099469
16,2966.71,0.30769,0.32757,0.12091,0.47732,0.85819,0.46699,0.54638,0,0.00993906,0.00993906,0.00993906
17,3152.96,0.33421,0.33173,0.13007,0.51986,0.86487,0.4285,0.53477,0,0.00993068,0.00993068,0.00993068
18,3340,0.31104,0.32484,0.12209,0.49544,0.8562,0.48733,0.55811,0,0.00992177,0.00992177,0.00992177
19,3526.04,0.29989,0.3165,0.11802,0.49224,0.85846,0.49971,0.55507,0,0.00991232,0.00991232,0.00991232
20,3711.47,0.30581,0.30763,0.12098,0.52174,0.89002,0.40359,0.53759,0,0.00990234,0.00990234,0.00990234
21,3897.73,0.29422,0.31063,0.11579,0.51171,0.88749,0.40117,0.52712,0,0.00989183,0.00989183,0.00989183
22,4082.8,0.31021,0.30181,0.11953,0.54842,0.87921,0.43888,0.45495,0,0.00988079,0.00988079,0.00988079
23,4268.7,0.30582,0.25642,0.11519,0.53684,0.89107,0.3835,0.46905,0,0.00986922,0.00986922,0.00986922
24,4454.8,0.30468,0.25499,0.1165,0.48512,0.87396,0.55094,0.47121,0,0.00985711,0.00985711,0.00985711
25,4640.69,0.29168,0.2522,0.11052,0.48782,0.8363,0.64371,0.4803,0,0.00984449,0.00984449,0.00984449
26,4827.39,0.28543,0.23808,0.11033,0.51694,0.87496,0.47646,0.45614,0,0.00983133,0.00983133,0.00983133
27,5013.43,0.28829,0.24229,0.11004,0.44759,0.82351,0.61677,0.48785,0,0.00981765,0.00981765,0.00981765
28,5198.82,0.3,0.24788,0.11543,0.50688,0.85738,0.48962,0.46545,0,0.00980345,0.00980345,0.00980345
29,5385.13,0.29926,0.23982,0.11577,0.52468,0.86614,0.46638,0.45808,0,0.00978873,0.00978873,0.00978873
30,5570.57,0.30573,0.24932,0.11707,0.52314,0.87816,0.41458,0.46824,0,0.00977349,0.00977349,0.00977349
31,5756.89,0.28814,0.24046,0.11178,0.52613,0.88296,0.40303,0.44943,0,0.00975773,0.00975773,0.00975773
32,5941.57,0.30297,0.24964,0.11504,0.54728,0.89352,0.38565,0.45481,0,0.00974145,0.00974145,0.00974145
33,6126.25,0.28435,0.23921,0.11111,0.5174,0.84717,0.52898,0.46284,0,0.00972466,0.00972466,0.00972466
34,6311.56,0.28463,0.24219,0.10977,0.52551,0.84926,0.48943,0.45392,0,0.00970736,0.00970736,0.00970736
35,6495.99,0.285,0.23351,0.10954,0.52174,0.8801,0.42329,0.46474,0,0.00968955,0.00968955,0.00968955
36,6680.78,0.27752,0.23315,0.10674,0.51539,0.88771,0.43389,0.45984,0,0.00967122,0.00967122,0.00967122
37,6865.15,0.28711,0.24017,0.10868,0.52342,0.86374,0.49516,0.45323,0,0.00965239,0.00965239,0.00965239
38,7048.94,0.27837,0.23818,0.10641,0.51224,0.87811,0.40481,0.45005,0,0.00963306,0.00963306,0.00963306
39,7233.95,0.27183,0.22392,0.10443,0.55235,0.90236,0.38109,0.45233,0,0.00961322,0.00961322,0.00961322
40,7419.47,0.28269,0.23429,0.10905,0.56487,0.87057,0.40728,0.44359,0,0.00959289,0.00959289,0.00959289
41,7604.8,0.27168,0.23638,0.10471,0.49051,0.89023,0.40087,0.46415,0,0.00957205,0.00957205,0.00957205
42,7789.89,0.26817,0.22892,0.10351,0.52359,0.89026,0.41888,0.45182,0,0.00955072,0.00955072,0.00955072
43,7975.19,0.26785,0.22012,0.10382,0.54336,0.88193,0.4483,0.44742,0,0.00952889,0.00952889,0.00952889
44,8160.07,0.26568,0.22922,0.10161,0.5225,0.88612,0.42671,0.44784,0,0.00950658,0.00950658,0.00950658
45,8344.66,0.27656,0.23344,0.10566,0.52746,0.90204,0.36622,0.44431,0,0.00948377,0.00948377,0.00948377
46,8530,0.26589,0.22235,0.10336,0.53487,0.85076,0.65815,0.44591,0,0.00946048,0.00946048,0.00946048
47,8716.26,0.2632,0.21536,0.09999,0.54658,0.88059,0.39769,0.43875,0,0.00943671,0.00943671,0.00943671
48,8902.55,0.26973,0.22588,0.10375,0.50346,0.88452,0.44473,0.45075,0,0.00941245,0.00941245,0.00941245
49,9087.26,0.27993,0.23052,0.10666,0.54508,0.86725,0.54905,0.4538,0,0.00938772,0.00938772,0.00938772
50,9272.3,0.26125,0.21924,0.10089,0.53847,0.88783,0.41928,0.45129,0,0.00936251,0.00936251,0.00936251
51,9457.13,0.25627,0.21699,0.09889,0.54384,0.88938,0.396,0.44478,0,0.00933683,0.00933683,0.00933683
52,9642.91,0.25829,0.21403,0.10035,0.54914,0.8959,0.38405,0.44438,0,0.00931067,0.00931067,0.00931067
53,9828.12,0.26159,0.22031,0.10067,0.57168,0.89118,0.38488,0.44283,0,0.00928405,0.00928405,0.00928405
54,10012.9,0.24932,0.21763,0.09663,0.58237,0.91113,0.3191,0.43219,0,0.00925697,0.00925697,0.00925697
55,10197.2,0.25229,0.21527,0.098,0.54263,0.87703,0.45016,0.43779,0,0.00922942,0.00922942,0.00922942
56,10382,0.24999,0.21477,0.09706,0.53999,0.88843,0.43779,0.43912,0,0.00920142,0.00920142,0.00920142
57,10567.7,0.25581,0.21304,0.09935,0.5447,0.88346,0.42024,0.4305,0,0.00917296,0.00917296,0.00917296
58,10752.9,0.24849,0.21118,0.09667,0.5241,0.86198,0.48664,0.44644,0,0.00914405,0.00914405,0.00914405
59,10938.4,0.24868,0.21253,0.09618,0.51747,0.88326,0.47126,0.45122,0,0.00911469,0.00911469,0.00911469
60,11123.7,0.24029,0.21533,0.09314,0.5705,0.89074,0.41472,0.44005,0,0.00908488,0.00908488,0.00908488
61,11309.8,0.25628,0.21708,0.09968,0.56302,0.88999,0.39578,0.42912,0,0.00905463,0.00905463,0.00905463
62,11496.1,0.25183,0.21681,0.09817,0.58106,0.91103,0.33655,0.43241,0,0.00902395,0.00902395,0.00902395
63,11683.1,0.2415,0.21,0.09297,0.58743,0.91361,0.3341,0.43586,0,0.00899282,0.00899282,0.00899282
64,11869.4,0.2493,0.20689,0.09733,0.57814,0.9109,0.36167,0.43337,0,0.00896127,0.00896127,0.00896127
65,12055.3,0.23897,0.1968,0.09231,0.55152,0.88333,0.4367,0.44496,0,0.00892928,0.00892928,0.00892928
66,12241.3,0.24846,0.20427,0.09563,0.56012,0.91323,0.35619,0.43024,0,0.00889687,0.00889687,0.00889687
67,12425.6,0.24859,0.20629,0.09651,0.5612,0.88947,0.42212,0.43499,0,0.00886404,0.00886404,0.00886404
68,12610.9,0.24099,0.20824,0.09345,0.57082,0.91166,0.35404,0.42918,0,0.00883079,0.00883079,0.00883079
69,12796,0.23608,0.19671,0.09191,0.5347,0.8905,0.42163,0.44455,0,0.00879713,0.00879713,0.00879713
70,12982,0.22684,0.20444,0.08879,0.56578,0.87845,0.43732,0.44943,0,0.00876305,0.00876305,0.00876305
71,13168.4,0.23841,0.20713,0.09285,0.55036,0.87417,0.43802,0.44141,0,0.00872857,0.00872857,0.00872857
72,13353.7,0.23047,0.19685,0.08919,0.53528,0.88125,0.43569,0.43449,0,0.00869368,0.00869368,0.00869368
73,13538.6,0.24232,0.21327,0.09429,0.53334,0.88427,0.42937,0.44866,0,0.00865839,0.00865839,0.00865839
74,13724.5,0.22386,0.20052,0.08808,0.57473,0.8929,0.41558,0.43175,0,0.00862271,0.00862271,0.00862271
75,13910.3,0.23289,0.19885,0.08994,0.53853,0.86587,0.50258,0.42835,0,0.00858664,0.00858664,0.00858664
76,14094.8,0.22779,0.20504,0.08777,0.56131,0.87761,0.46807,0.44446,0,0.00855018,0.00855018,0.00855018
77,14281.3,0.25114,0.20852,0.09759,0.57407,0.88029,0.42173,0.43441,0,0.00851333,0.00851333,0.00851333
78,14467.9,0.22764,0.19721,0.08923,0.57698,0.90573,0.35153,0.41951,0,0.00847611,0.00847611,0.00847611
79,14654.6,0.23875,0.20178,0.093,0.56757,0.88064,0.43276,0.4337,0,0.00843851,0.00843851,0.00843851
80,14841,0.23521,0.20915,0.09173,0.59955,0.89674,0.38204,0.43133,0,0.00840054,0.00840054,0.00840054
81,15025.7,0.23212,0.19677,0.09113,0.59741,0.90888,0.36002,0.41877,0,0.0083622,0.0083622,0.0083622
82,15209.9,0.23525,0.19399,0.09086,0.53439,0.89882,0.35729,0.42783,0,0.00832349,0.00832349,0.00832349
83,15395,0.23208,0.20251,0.08995,0.60774,0.91912,0.32117,0.41915,0,0.00828443,0.00828443,0.00828443
84,15580.3,0.21989,0.19615,0.08607,0.5633,0.89007,0.37712,0.43243,0,0.00824502,0.00824502,0.00824502
85,15765.3,0.23168,0.20328,0.09068,0.57301,0.90366,0.35348,0.42936,0,0.00820525,0.00820525,0.00820525
86,15951.1,0.22089,0.19456,0.08653,0.59033,0.91066,0.34425,0.42572,0,0.00816514,0.00816514,0.00816514
87,16136.9,0.21681,0.19945,0.08544,0.59008,0.8973,0.39643,0.42197,0,0.00812468,0.00812468,0.00812468
88,16321.6,0.22015,0.19064,0.08628,0.59666,0.91424,0.32864,0.41537,0,0.00808389,0.00808389,0.00808389
89,16506.6,0.22895,0.20176,0.08908,0.58232,0.90204,0.3548,0.42819,0,0.00804277,0.00804277,0.00804277
90,16691.3,0.23161,0.19211,0.09118,0.58143,0.90503,0.35056,0.4245,0,0.00800131,0.00800131,0.00800131
91,16876.7,0.22308,0.19005,0.08702,0.5864,0.90548,0.39994,0.41993,0,0.00795954,0.00795954,0.00795954
92,17062.9,0.23029,0.19425,0.08969,0.58455,0.8912,0.42962,0.41817,0,0.00791744,0.00791744,0.00791744
93,17249.1,0.22384,0.19083,0.08857,0.58276,0.88961,0.39101,0.41234,0,0.00787503,0.00787503,0.00787503
94,17434.8,0.21995,0.1862,0.08639,0.59213,0.90681,0.34476,0.41235,0,0.00783231,0.00783231,0.00783231
95,17619.7,0.22513,0.19579,0.0883,0.60073,0.91135,0.34055,0.41448,0,0.00778929,0.00778929,0.00778929
96,17805.5,0.21448,0.19174,0.0838,0.58201,0.8971,0.39508,0.41693,0,0.00774596,0.00774596,0.00774596
97,17991.9,0.22402,0.19514,0.08641,0.59277,0.9019,0.35894,0.41503,0,0.00770234,0.00770234,0.00770234
98,18176.9,0.21517,0.18708,0.08531,0.58915,0.89829,0.3582,0.40055,0,0.00765843,0.00765843,0.00765843
99,18362.5,0.21539,0.19412,0.08474,0.5966,0.91979,0.32611,0.41326,0,0.00761423,0.00761423,0.00761423
100,18546,0.22136,0.18862,0.0864,0.55956,0.88861,0.38673,0.42686,0,0.00756976,0.00756976,0.00756976
101,18731.4,0.20814,0.1841,0.08224,0.56728,0.88497,0.43182,0.41052,0,0.007525,0.007525,0.007525
102,18915.1,0.21535,0.18808,0.08452,0.5888,0.90476,0.35089,0.40839,0,0.00747997,0.00747997,0.00747997
103,19099.8,0.22017,0.18983,0.08675,0.57716,0.89241,0.40638,0.40549,0,0.00743468,0.00743468,0.00743468
104,19285.7,0.22386,0.18633,0.08632,0.59456,0.90421,0.36926,0.41234,0,0.00738913,0.00738913,0.00738913
105,19471.7,0.21582,0.19181,0.08388,0.60895,0.90488,0.37864,0.40526,0,0.00734332,0.00734332,0.00734332
106,19658.2,0.21629,0.19069,0.08515,0.57803,0.9057,0.39544,0.41195,0,0.00729725,0.00729725,0.00729725
107,19843.7,0.21476,0.183,0.08308,0.5806,0.88246,0.4617,0.40675,0,0.00725094,0.00725094,0.00725094
108,20029.1,0.21659,0.17955,0.08535,0.58388,0.90046,0.38806,0.41096,0,0.00720439,0.00720439,0.00720439
109,20214.6,0.20218,0.18738,0.07954,0.59146,0.8923,0.39135,0.40424,0,0.00715761,0.00715761,0.00715761
110,20400.5,0.20736,0.18358,0.08183,0.61446,0.92048,0.33706,0.38554,0,0.00711059,0.00711059,0.00711059
111,20587,0.2149,0.18587,0.08195,0.58961,0.91136,0.35235,0.3922,0,0.00706335,0.00706335,0.00706335
112,20772.6,0.21064,0.18374,0.08284,0.60932,0.9118,0.33624,0.38663,0,0.00701588,0.00701588,0.00701588
113,20957.3,0.21477,0.17629,0.08296,0.57651,0.90383,0.35184,0.39292,0,0.0069682,0.0069682,0.0069682
114,21142.7,0.2085,0.17888,0.08186,0.5926,0.89841,0.36004,0.39256,0,0.00692031,0.00692031,0.00692031
115,21329.1,0.21431,0.18029,0.08277,0.60351,0.91427,0.35013,0.38328,0,0.00687222,0.00687222,0.00687222
116,21514.4,0.20507,0.17799,0.08089,0.5786,0.88192,0.44948,0.39606,0,0.00682392,0.00682392,0.00682392
117,21700,0.21833,0.17957,0.0835,0.57993,0.87797,0.49429,0.39784,0,0.00677543,0.00677543,0.00677543
118,21885.7,0.2167,0.18202,0.08342,0.58608,0.90868,0.38622,0.38705,0,0.00672675,0.00672675,0.00672675
119,22070.7,0.21946,0.18114,0.08435,0.59243,0.8989,0.42567,0.3858,0,0.00667789,0.00667789,0.00667789
120,22257,0.21707,0.17854,0.08429,0.59335,0.90085,0.40005,0.3808,0,0.00662885,0.00662885,0.00662885
121,22442.4,0.20952,0.1711,0.08185,0.60109,0.91037,0.37871,0.38465,0,0.00657963,0.00657963,0.00657963
122,22628.9,0.21282,0.17587,0.08238,0.60654,0.9105,0.37268,0.37982,0,0.00653025,0.00653025,0.00653025
123,22813.9,0.20402,0.17856,0.07932,0.6001,0.91381,0.33245,0.3842,0,0.00648071,0.00648071,0.00648071
124,22999.6,0.21186,0.1783,0.08183,0.58467,0.90778,0.37482,0.38591,0,0.00643101,0.00643101,0.00643101
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126,23370.4,0.20528,0.1737,0.07992,0.59779,0.90822,0.38412,0.3913,0,0.00633115,0.00633115,0.00633115
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