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
1,17.9194,2.05848,0.86849,0.78059,0.17488,0.54492,1.41504,0.80415,0,0.0024,0.0024,0.0784
2,33.9437,1.32193,0.76429,0.60283,0.27042,0.63679,1.0855,0.70629,0,0.00489995,0.00489995,0.0559
3,50.9704,1.02677,0.673,0.45398,0.30761,0.68377,0.99338,0.64212,0,0.00739971,0.00739971,0.0333997
4,67.2568,0.88683,0.60042,0.3797,0.3839,0.70426,0.96974,0.58374,0,0.00989913,0.00989913,0.0108991
5,83.4124,0.88629,0.56425,0.35956,0.40485,0.70522,0.88295,0.56501,0,0.00999844,0.00999844,0.00999844
6,99.3905,0.74479,0.50603,0.30885,0.40916,0.69893,0.88046,0.55513,0,0.00999756,0.00999756,0.00999756
7,115.371,0.78122,0.49486,0.3149,0.41543,0.73764,0.82392,0.54248,0,0.00999648,0.00999648,0.00999648
8,130.699,0.73356,0.48798,0.30365,0.46796,0.76031,0.70365,0.50081,0,0.00999521,0.00999521,0.00999521
9,146.227,0.70503,0.47135,0.29134,0.44458,0.74724,0.74621,0.51671,0,0.00999375,0.00999375,0.00999375
10,161.579,0.67299,0.45808,0.27842,0.45524,0.74458,0.73232,0.50938,0,0.00999209,0.00999209,0.00999209
11,177.281,0.6677,0.43758,0.27365,0.48581,0.77606,0.6446,0.48517,0,0.00999023,0.00999023,0.00999023
12,192.691,0.64399,0.43371,0.26439,0.48499,0.77249,0.66007,0.48253,0,0.00998818,0.00998818,0.00998818
13,208.687,0.63534,0.43036,0.26165,0.49775,0.78823,0.68979,0.47445,0,0.00998594,0.00998594,0.00998594
14,224.102,0.64224,0.41453,0.26145,0.52646,0.80043,0.60708,0.44476,0,0.0099835,0.0099835,0.0099835
15,239.673,0.60851,0.39904,0.25319,0.5273,0.80011,0.61223,0.44118,0,0.00998086,0.00998086,0.00998086
16,255.208,0.59162,0.38355,0.24451,0.53159,0.80033,0.60105,0.43605,0,0.00997803,0.00997803,0.00997803
17,270.877,0.62005,0.3963,0.25189,0.53059,0.80087,0.59715,0.43115,0,0.00997501,0.00997501,0.00997501
18,286.751,0.55536,0.36783,0.22877,0.52145,0.79523,0.59514,0.43914,0,0.00997179,0.00997179,0.00997179
19,302.594,0.5542,0.36053,0.23019,0.52348,0.79207,0.59473,0.43895,0,0.00996838,0.00996838,0.00996838
20,317.954,0.59754,0.37379,0.2471,0.53005,0.80259,0.58016,0.4371,0,0.00996477,0.00996477,0.00996477
21,333.459,0.51338,0.3418,0.21195,0.5127,0.78125,0.61687,0.45155,0,0.00996097,0.00996097,0.00996097
22,349.264,0.54338,0.35288,0.22162,0.51475,0.78137,0.63216,0.44754,0,0.00995697,0.00995697,0.00995697
23,364.728,0.54648,0.34797,0.22392,0.5109,0.7707,0.64163,0.46536,0,0.00995278,0.00995278,0.00995278
24,380.015,0.53809,0.35266,0.22235,0.52653,0.79333,0.59375,0.43403,0,0.0099484,0.0099484,0.0099484
25,395.386,0.55422,0.3502,0.22649,0.54024,0.80384,0.57605,0.42314,0,0.00994383,0.00994383,0.00994383
26,411.096,0.51146,0.33781,0.21101,0.54041,0.80531,0.5676,0.4256,0,0.00993906,0.00993906,0.00993906
27,426.879,0.50715,0.32559,0.20725,0.53909,0.80889,0.57868,0.42292,0,0.0099341,0.0099341,0.0099341
28,442.504,0.53943,0.33871,0.22009,0.55507,0.81394,0.55738,0.41459,0,0.00992894,0.00992894,0.00992894
29,458.024,0.50317,0.32555,0.20896,0.55471,0.81412,0.5538,0.41295,0,0.00992359,0.00992359,0.00992359
30,473.56,0.50024,0.32829,0.20538,0.56569,0.81857,0.53546,0.40412,0,0.00991805,0.00991805,0.00991805
31,488.928,0.50219,0.32552,0.20679,0.56957,0.82642,0.52832,0.39646,0,0.00991232,0.00991232,0.00991232
32,504.583,0.50177,0.32272,0.20423,0.56944,0.82458,0.54358,0.39218,0,0.0099064,0.0099064,0.0099064
33,519.823,0.49636,0.31826,0.2049,0.54839,0.80998,0.579,0.40398,0,0.00990028,0.00990028,0.00990028
34,535.373,0.49819,0.31277,0.2052,0.55944,0.81811,0.56583,0.40015,0,0.00989398,0.00989398,0.00989398
35,551.274,0.48479,0.31738,0.20067,0.56518,0.81695,0.55003,0.39345,0,0.00988748,0.00988748,0.00988748
36,566.653,0.51024,0.32644,0.20918,0.56371,0.82147,0.54291,0.39598,0,0.00988079,0.00988079,0.00988079
37,582.258,0.52713,0.33653,0.21349,0.56732,0.8234,0.53289,0.39658,0,0.00987391,0.00987391,0.00987391
38,597.872,0.48754,0.31999,0.20145,0.56801,0.81994,0.55433,0.38973,0,0.00986684,0.00986684,0.00986684
39,613.444,0.49891,0.32663,0.20439,0.56122,0.81559,0.53377,0.39874,0,0.00985958,0.00985958,0.00985958
40,628.961,0.58298,0.33703,0.23112,0.5489,0.80862,0.56069,0.41073,0,0.00985213,0.00985213,0.00985213
41,644.789,0.48828,0.32739,0.19962,0.56145,0.8141,0.55338,0.40004,0,0.00984449,0.00984449,0.00984449
42,660.347,0.4995,0.32267,0.20403,0.57471,0.82258,0.54121,0.39044,0,0.00983666,0.00983666,0.00983666
43,675.86,0.49562,0.32399,0.20182,0.57725,0.8287,0.52373,0.3878,0,0.00982864,0.00982864,0.00982864
44,691.123,0.4964,0.31695,0.20543,0.57796,0.82918,0.54336,0.38548,0,0.00982043,0.00982043,0.00982043
45,706.888,0.45208,0.30059,0.18545,0.57323,0.82244,0.54139,0.38388,0,0.00981204,0.00981204,0.00981204
46,722.246,0.47691,0.30593,0.19463,0.57735,0.82364,0.54155,0.37932,0,0.00980345,0.00980345,0.00980345
47,738.005,0.46728,0.29311,0.19196,0.57797,0.82348,0.52787,0.38526,0,0.00979468,0.00979468,0.00979468
48,753.8,0.45593,0.30336,0.18652,0.57754,0.82465,0.5328,0.38249,0,0.00978572,0.00978572,0.00978572
49,769.37,0.41658,0.28336,0.17229,0.58555,0.83059,0.50828,0.37444,0,0.00977658,0.00977658,0.00977658
50,785.11,0.46122,0.30714,0.18934,0.59137,0.8351,0.50166,0.36872,0,0.00976725,0.00976725,0.00976725
51,800.691,0.45537,0.2954,0.18577,0.57749,0.82381,0.51923,0.37833,0,0.00975773,0.00975773,0.00975773
52,815.922,0.45586,0.29826,0.18744,0.57593,0.81959,0.53379,0.38032,0,0.00974803,0.00974803,0.00974803
53,831.404,0.46793,0.30302,0.19255,0.57706,0.8206,0.52747,0.37968,0,0.00973814,0.00973814,0.00973814
54,846.771,0.41726,0.27949,0.17288,0.57874,0.82616,0.54726,0.37239,0,0.00972806,0.00972806,0.00972806
55,862.442,0.49477,0.30421,0.20106,0.57093,0.81878,0.5718,0.38206,0,0.0097178,0.0097178,0.0097178
56,878.086,0.42814,0.28963,0.17696,0.58378,0.82816,0.53478,0.37725,0,0.00970736,0.00970736,0.00970736
57,893.968,0.42705,0.28262,0.17625,0.58536,0.82816,0.52524,0.37498,0,0.00969673,0.00969673,0.00969673
58,909.861,0.45318,0.29463,0.18349,0.5794,0.8289,0.52915,0.37908,0,0.00968592,0.00968592,0.00968592
59,925.309,0.51825,0.32947,0.21119,0.58095,0.82802,0.52967,0.38106,0,0.00967493,0.00967493,0.00967493
60,941.001,0.43158,0.29494,0.17939,0.58296,0.82434,0.54042,0.38146,0,0.00966375,0.00966375,0.00966375
61,956.211,0.43466,0.27736,0.17897,0.59294,0.83028,0.52151,0.36509,0,0.00965239,0.00965239,0.00965239
62,971.347,0.42603,0.27747,0.1753,0.59114,0.83449,0.51322,0.3682,0,0.00964085,0.00964085,0.00964085
63,987.005,0.40177,0.26985,0.16611,0.58883,0.82374,0.53321,0.36668,0,0.00962913,0.00962913,0.00962913
64,1002.53,0.41939,0.28106,0.17185,0.59247,0.82937,0.52333,0.36726,0,0.00961723,0.00961723,0.00961723
65,1018.27,0.42576,0.27793,0.1734,0.55818,0.80492,0.60834,0.39533,0,0.00960515,0.00960515,0.00960515
66,1033.69,0.43075,0.27957,0.17906,0.59075,0.82845,0.52119,0.37006,0,0.00959289,0.00959289,0.00959289
67,1049.07,0.45613,0.30161,0.18706,0.59267,0.83069,0.51392,0.36695,0,0.00958044,0.00958044,0.00958044
68,1064.51,0.41602,0.27378,0.17167,0.58441,0.83206,0.52802,0.36884,0,0.00956782,0.00956782,0.00956782
69,1080.13,0.46455,0.30083,0.18836,0.59402,0.83321,0.51482,0.36152,0,0.00955502,0.00955502,0.00955502
70,1095.85,0.43384,0.29382,0.17928,0.5841,0.83083,0.51479,0.37258,0,0.00954205,0.00954205,0.00954205
71,1111.57,0.4317,0.29746,0.17737,0.59273,0.83321,0.49965,0.36704,0,0.00952889,0.00952889,0.00952889
72,1127.18,0.46037,0.28712,0.18764,0.58459,0.82906,0.52162,0.36799,0,0.00951556,0.00951556,0.00951556
73,1142.73,0.44944,0.29303,0.18584,0.57451,0.81669,0.55487,0.37494,0,0.00950206,0.00950206,0.00950206
74,1158.25,0.44259,0.28153,0.17905,0.58847,0.82705,0.51987,0.36651,0,0.00948837,0.00948837,0.00948837
75,1173.53,0.42767,0.2804,0.17581,0.59185,0.83532,0.50207,0.37095,0,0.00947452,0.00947452,0.00947452
76,1188.92,0.44543,0.29347,0.1821,0.59262,0.83281,0.51199,0.36146,0,0.00946048,0.00946048,0.00946048
77,1204.68,0.41633,0.28147,0.17148,0.58497,0.82955,0.53284,0.37099,0,0.00944628,0.00944628,0.00944628
78,1219.96,0.42879,0.27839,0.17527,0.58247,0.82262,0.53006,0.37858,0,0.00943189,0.00943189,0.00943189
79,1235.52,0.39128,0.26615,0.16335,0.60183,0.83861,0.50203,0.35911,0,0.00941734,0.00941734,0.00941734
80,1251.18,0.39442,0.26733,0.16226,0.59967,0.83595,0.50333,0.36115,0,0.00940262,0.00940262,0.00940262
81,1266.85,0.44075,0.28207,0.17988,0.59646,0.83942,0.49504,0.36969,0,0.00938772,0.00938772,0.00938772
82,1282.14,0.40893,0.26601,0.16844,0.59618,0.8369,0.50417,0.36564,0,0.00937265,0.00937265,0.00937265
83,1297.5,0.41558,0.27734,0.17141,0.59885,0.8362,0.49553,0.3596,0,0.00935741,0.00935741,0.00935741
84,1312.83,0.40971,0.27251,0.16957,0.59923,0.83811,0.49743,0.35867,0,0.009342,0.009342,0.009342
85,1328.63,0.42567,0.28159,0.17418,0.58461,0.8316,0.51583,0.37096,0,0.00932642,0.00932642,0.00932642
86,1344.74,0.41403,0.28059,0.17086,0.60072,0.8351,0.511,0.35747,0,0.00931067,0.00931067,0.00931067
87,1360.35,0.41263,0.26949,0.17061,0.6009,0.83519,0.4968,0.35966,0,0.00929476,0.00929476,0.00929476
88,1375.75,0.41278,0.27837,0.17124,0.59406,0.83999,0.49572,0.3539,0,0.00927867,0.00927867,0.00927867
89,1391.36,0.42436,0.27856,0.17388,0.60989,0.84283,0.49118,0.35171,0,0.00926242,0.00926242,0.00926242
90,1407.02,0.38011,0.25853,0.15747,0.60345,0.84157,0.50852,0.35252,0,0.00924601,0.00924601,0.00924601
91,1422.59,0.40789,0.26655,0.168,0.60673,0.84165,0.48827,0.35307,0,0.00922942,0.00922942,0.00922942
92,1438.39,0.38846,0.26843,0.1616,0.6108,0.84248,0.48263,0.34634,0,0.00921268,0.00921268,0.00921268
93,1453.72,0.41456,0.27376,0.17035,0.60072,0.83583,0.5001,0.35228,0,0.00919576,0.00919576,0.00919576
94,1469.28,0.37248,0.2514,0.15562,0.5618,0.81287,0.5985,0.37848,0,0.00917869,0.00917869,0.00917869
95,1485.01,0.40876,0.27032,0.16774,0.59862,0.83694,0.49986,0.35397,0,0.00916145,0.00916145,0.00916145
96,1500.62,0.363,0.24995,0.15079,0.59863,0.83837,0.49568,0.35248,0,0.00914405,0.00914405,0.00914405
97,1516,0.39387,0.26267,0.16106,0.61045,0.83955,0.47974,0.34773,0,0.00912649,0.00912649,0.00912649
98,1531.77,0.38628,0.26332,0.1605,0.60266,0.83789,0.49668,0.35245,0,0.00910876,0.00910876,0.00910876
99,1547.41,0.41469,0.26986,0.16809,0.58077,0.82832,0.53714,0.35996,0,0.00909088,0.00909088,0.00909088
100,1563.24,0.42586,0.27207,0.17509,0.59513,0.83497,0.5017,0.36004,0,0.00907284,0.00907284,0.00907284
101,1579.03,0.3886,0.26685,0.16068,0.59814,0.83652,0.51696,0.35186,0,0.00905463,0.00905463,0.00905463
102,1594.8,0.41421,0.26978,0.16926,0.59951,0.83907,0.50669,0.34549,0,0.00903627,0.00903627,0.00903627
103,1610.35,0.45262,0.2884,0.18367,0.571,0.81803,0.5948,0.36558,0,0.00901776,0.00901776,0.00901776
104,1625.86,0.41599,0.27167,0.17076,0.61125,0.84362,0.49264,0.34181,0,0.00899908,0.00899908,0.00899908
105,1641.37,0.36792,0.25167,0.15479,0.60973,0.84125,0.50276,0.34299,0,0.00898025,0.00898025,0.00898025
106,1657,0.41043,0.26321,0.16843,0.6105,0.8403,0.51273,0.34139,0,0.00896127,0.00896127,0.00896127
107,1672.56,0.42643,0.2829,0.17523,0.6104,0.84261,0.48697,0.34209,0,0.00894213,0.00894213,0.00894213
108,1687.92,0.38667,0.25548,0.16075,0.61095,0.84466,0.48696,0.34093,0,0.00892283,0.00892283,0.00892283
109,1703.52,0.41023,0.27245,0.16819,0.60808,0.84131,0.49642,0.34162,0,0.00890339,0.00890339,0.00890339
110,1719.18,0.40166,0.25925,0.16571,0.61036,0.83978,0.50588,0.34033,0,0.00888379,0.00888379,0.00888379
111,1734.68,0.3955,0.265,0.16298,0.60609,0.83735,0.50769,0.34575,0,0.00886404,0.00886404,0.00886404
112,1749.94,0.40212,0.26139,0.16521,0.61561,0.84449,0.4924,0.3344,0,0.00884414,0.00884414,0.00884414
113,1765.68,0.3916,0.25993,0.16186,0.6113,0.84156,0.49531,0.34103,0,0.00882409,0.00882409,0.00882409
114,1781.18,0.3623,0.25201,0.15117,0.60964,0.83731,0.50717,0.34432,0,0.00880389,0.00880389,0.00880389
115,1796.69,0.38573,0.26472,0.15858,0.61753,0.84412,0.49358,0.33793,0,0.00878354,0.00878354,0.00878354
116,1811.92,0.39688,0.25877,0.16383,0.61303,0.84359,0.49335,0.34307,0,0.00876305,0.00876305,0.00876305
117,1827.29,0.39967,0.25796,0.16408,0.61439,0.8443,0.49847,0.34125,0,0.00874241,0.00874241,0.00874241
118,1842.52,0.41728,0.26532,0.17049,0.6135,0.84305,0.49789,0.33957,0,0.00872162,0.00872162,0.00872162
119,1858.28,0.39321,0.25965,0.16347,0.61029,0.84458,0.491,0.3416,0,0.00870069,0.00870069,0.00870069
120,1873.98,0.36723,0.2495,0.15345,0.60386,0.84188,0.49477,0.34422,0,0.00867961,0.00867961,0.00867961
121,1889.83,0.39767,0.26006,0.16245,0.60098,0.84233,0.49645,0.34457,0,0.00865839,0.00865839,0.00865839
122,1905.26,0.40816,0.24958,0.16615,0.5954,0.84049,0.50523,0.3457,0,0.00863703,0.00863703,0.00863703
123,1920.77,0.43113,0.28012,0.17681,0.59496,0.83662,0.50821,0.3488,0,0.00861553,0.00861553,0.00861553
124,1936.17,0.38201,0.25402,0.15814,0.60018,0.84206,0.49251,0.3396,0,0.00859389,0.00859389,0.00859389
125,1951.71,0.43021,0.28311,0.17749,0.60818,0.84203,0.51217,0.34171,0,0.0085721,0.0085721,0.0085721
126,1967.24,0.37184,0.25602,0.15457,0.6094,0.84278,0.50355,0.34131,0,0.00855018,0.00855018,0.00855018
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