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
1,34.0501,1.72975,0.81048,0.73311,0.31098,0.67319,1.08156,0.74362,0,0.00328571,0.00328571,0.0704286
2,66.0876,1.16142,0.6851,0.51394,0.40966,0.76407,0.77605,0.66073,0,0.00661887,0.00661887,0.0404284
3,98.6534,1.00761,0.62397,0.41576,0.46926,0.77441,0.77512,0.60566,0,0.0099513,0.0099513,0.0104275
4,131.899,0.85767,0.5354,0.35065,0.54356,0.79123,0.6699,0.56338,0,0.00999756,0.00999756,0.00999756
5,164.385,0.80688,0.47143,0.32167,0.58527,0.81499,0.62537,0.48222,0,0.00999566,0.00999566,0.00999566
6,196.457,0.80242,0.4496,0.3189,0.6298,0.84509,0.52719,0.45447,0,0.00999322,0.00999322,0.00999322
7,228.878,0.77001,0.43221,0.3074,0.64039,0.8494,0.50573,0.44569,0,0.00999023,0.00999023,0.00999023
8,261.797,0.64225,0.40307,0.26328,0.56821,0.80251,0.60723,0.48519,0,0.00998671,0.00998671,0.00998671
9,294.467,0.68717,0.40503,0.27763,0.63839,0.84673,0.49932,0.47265,0,0.00998264,0.00998264,0.00998264
10,328.25,0.64375,0.38743,0.26206,0.67645,0.86863,0.43137,0.428,0,0.00997803,0.00997803,0.00997803
11,361.29,0.62412,0.37817,0.2512,0.68139,0.87139,0.42609,0.42549,0,0.00997288,0.00997288,0.00997288
12,393.8,0.66853,0.38281,0.26414,0.67223,0.86831,0.43661,0.42162,0,0.0099672,0.0099672,0.0099672
13,426.984,0.58565,0.36037,0.23686,0.68048,0.87166,0.45533,0.40289,0,0.00996097,0.00996097,0.00996097
14,459.947,0.5796,0.34729,0.23291,0.68306,0.87331,0.43257,0.40237,0,0.0099542,0.0099542,0.0099542
15,493.442,0.58328,0.354,0.23498,0.69519,0.8784,0.42061,0.39025,0,0.0099469,0.0099469,0.0099469
16,526.842,0.56111,0.34654,0.23074,0.68936,0.87694,0.41963,0.39832,0,0.00993906,0.00993906,0.00993906
17,560.079,0.57717,0.34043,0.23288,0.70092,0.88316,0.40108,0.3871,0,0.00993068,0.00993068,0.00993068
18,593.036,0.54881,0.34268,0.22401,0.70814,0.88698,0.38456,0.39012,0,0.00992177,0.00992177,0.00992177
19,626.222,0.53933,0.33712,0.21876,0.69717,0.88079,0.38836,0.39308,0,0.00991232,0.00991232,0.00991232
20,658.94,0.55571,0.32223,0.22215,0.71166,0.88847,0.38576,0.37557,0,0.00990234,0.00990234,0.00990234
21,692.078,0.51731,0.32564,0.20722,0.71383,0.89035,0.37016,0.37374,0,0.00989183,0.00989183,0.00989183
22,725.149,0.50136,0.3059,0.20284,0.71368,0.88987,0.36673,0.37889,0,0.00988079,0.00988079,0.00988079
23,758.357,0.49257,0.3086,0.20061,0.70921,0.8861,0.39358,0.37888,0,0.00986922,0.00986922,0.00986922
24,791.609,0.46225,0.30615,0.18784,0.71836,0.89745,0.39164,0.3707,0,0.00985711,0.00985711,0.00985711
25,824.262,0.5024,0.31157,0.20293,0.67742,0.85704,0.50717,0.39231,0,0.00984449,0.00984449,0.00984449
26,857.634,0.52389,0.31382,0.20791,0.70981,0.88413,0.38424,0.36386,0,0.00983133,0.00983133,0.00983133
27,890.691,0.4763,0.30587,0.19149,0.71294,0.88561,0.38186,0.36879,0,0.00981765,0.00981765,0.00981765
28,923.285,0.47555,0.30399,0.19276,0.73469,0.90014,0.34441,0.34684,0,0.00980345,0.00980345,0.00980345
29,956.555,0.49576,0.30606,0.19875,0.73333,0.90203,0.35855,0.35349,0,0.00978873,0.00978873,0.00978873
30,989.764,0.45178,0.2933,0.18187,0.72814,0.89987,0.38523,0.35495,0,0.00977349,0.00977349,0.00977349
31,1022.59,0.48348,0.29306,0.19339,0.74109,0.90198,0.35293,0.3376,0,0.00975773,0.00975773,0.00975773
32,1055.38,0.42675,0.2752,0.17684,0.64886,0.84908,0.53822,0.38789,0,0.00974145,0.00974145,0.00974145
33,1088.05,0.45827,0.27772,0.18503,0.72415,0.89559,0.37932,0.34389,0,0.00972466,0.00972466,0.00972466
34,1120.77,0.45098,0.27495,0.1822,0.68334,0.86411,0.43871,0.37125,0,0.00970736,0.00970736,0.00970736
35,1153.55,0.46359,0.27893,0.1848,0.72598,0.896,0.35783,0.34654,0,0.00968955,0.00968955,0.00968955
36,1186.43,0.50038,0.29947,0.20065,0.70165,0.87895,0.43461,0.36947,0,0.00967122,0.00967122,0.00967122
37,1219.79,0.4392,0.28157,0.17946,0.72326,0.89274,0.37663,0.34924,0,0.00965239,0.00965239,0.00965239
38,1253.32,0.51087,0.30429,0.20394,0.74461,0.90485,0.33829,0.333,0,0.00963306,0.00963306,0.00963306
39,1286.53,0.45976,0.27759,0.18579,0.72563,0.88915,0.37401,0.3415,0,0.00961322,0.00961322,0.00961322
40,1320.3,0.42964,0.27752,0.17516,0.73862,0.90069,0.35996,0.32969,0,0.00959289,0.00959289,0.00959289
41,1353.06,0.41753,0.27725,0.17048,0.73296,0.89488,0.36561,0.33039,0,0.00957205,0.00957205,0.00957205
42,1386.38,0.44221,0.27566,0.17626,0.7389,0.90124,0.38247,0.33174,0,0.00955072,0.00955072,0.00955072
43,1419.69,0.4901,0.29129,0.19571,0.62367,0.82787,0.507,0.36147,0,0.00952889,0.00952889,0.00952889
44,1453.82,0.44953,0.2846,0.18238,0.74388,0.90203,0.36156,0.33391,0,0.00950658,0.00950658,0.00950658
45,1486.72,0.41444,0.25659,0.16744,0.73884,0.89995,0.35998,0.33001,0,0.00948377,0.00948377,0.00948377
46,1519.38,0.44463,0.26867,0.1785,0.74288,0.89833,0.36826,0.32886,0,0.00946048,0.00946048,0.00946048
47,1552.52,0.43375,0.28158,0.17619,0.73715,0.89518,0.37587,0.3367,0,0.00943671,0.00943671,0.00943671
48,1585.88,0.41231,0.26289,0.16637,0.74748,0.90321,0.34197,0.32522,0,0.00941245,0.00941245,0.00941245
49,1619.59,0.44972,0.29063,0.18116,0.74409,0.9019,0.36461,0.32841,0,0.00938772,0.00938772,0.00938772
50,1652.84,0.42797,0.27661,0.17501,0.7358,0.89408,0.37641,0.34209,0,0.00936251,0.00936251,0.00936251
51,1686.41,0.43986,0.26501,0.17808,0.75179,0.90549,0.36232,0.3137,0,0.00933683,0.00933683,0.00933683
52,1719.72,0.39801,0.24473,0.15992,0.75345,0.90523,0.33712,0.31155,0,0.00931067,0.00931067,0.00931067
53,1753.2,0.4244,0.27004,0.17033,0.74618,0.90053,0.35257,0.32195,0,0.00928405,0.00928405,0.00928405
54,1787.18,0.39925,0.26661,0.16342,0.73018,0.89061,0.36898,0.34781,0,0.00925697,0.00925697,0.00925697
55,1820.44,0.39212,0.25894,0.16132,0.75034,0.90357,0.34542,0.32317,0,0.00922942,0.00922942,0.00922942
56,1853.99,0.4209,0.26302,0.16872,0.75326,0.90586,0.32339,0.31377,0,0.00920142,0.00920142,0.00920142
57,1886.23,0.43584,0.26326,0.17207,0.76,0.91048,0.32797,0.31005,0,0.00917296,0.00917296,0.00917296
58,1918.85,0.40599,0.25066,0.16384,0.74564,0.90397,0.34808,0.32805,0,0.00914405,0.00914405,0.00914405
59,1952.09,0.43392,0.27095,0.17589,0.75101,0.90671,0.33211,0.31766,0,0.00911469,0.00911469,0.00911469
60,1985.72,0.41328,0.25879,0.16656,0.73685,0.90155,0.38328,0.34077,0,0.00908488,0.00908488,0.00908488
61,2019.33,0.40511,0.26078,0.1631,0.75628,0.90707,0.33544,0.32159,0,0.00905463,0.00905463,0.00905463
62,2052.55,0.40162,0.26773,0.16297,0.7614,0.9107,0.32462,0.30533,0,0.00902395,0.00902395,0.00902395
63,2086.58,0.43081,0.27387,0.1743,0.74841,0.90351,0.34891,0.31334,0,0.00899282,0.00899282,0.00899282
64,2120.33,0.38104,0.26186,0.15618,0.74999,0.9057,0.34883,0.31489,0,0.00896127,0.00896127,0.00896127
65,2153.2,0.40595,0.25052,0.16251,0.75266,0.90581,0.34704,0.31364,0,0.00892928,0.00892928,0.00892928
66,2187,0.39447,0.25054,0.15765,0.74597,0.90088,0.3537,0.32092,0,0.00889687,0.00889687,0.00889687
67,2219.89,0.3917,0.24672,0.15958,0.75209,0.90427,0.35027,0.31023,0,0.00886404,0.00886404,0.00886404
68,2253.58,0.38268,0.23967,0.15286,0.75595,0.90596,0.34035,0.30432,0,0.00883079,0.00883079,0.00883079
69,2287.05,0.40915,0.26242,0.16743,0.75127,0.9034,0.36201,0.31032,0,0.00879713,0.00879713,0.00879713
70,2320.3,0.3896,0.24715,0.15705,0.74448,0.8986,0.34411,0.3182,0,0.00876305,0.00876305,0.00876305
71,2353.76,0.38934,0.25121,0.15554,0.7498,0.90353,0.32991,0.31814,0,0.00872857,0.00872857,0.00872857
72,2387.27,0.39286,0.24367,0.15703,0.74885,0.90221,0.3345,0.32086,0,0.00869368,0.00869368,0.00869368
73,2420.47,0.38623,0.26714,0.15867,0.74796,0.90213,0.33918,0.32422,0,0.00865839,0.00865839,0.00865839
74,2454.37,0.35183,0.24162,0.14551,0.75055,0.90453,0.33151,0.30865,0,0.00862271,0.00862271,0.00862271
75,2487.7,0.38501,0.24302,0.15448,0.74089,0.90328,0.37105,0.32082,0,0.00858664,0.00858664,0.00858664
76,2521.36,0.34404,0.2337,0.14071,0.74511,0.90414,0.36154,0.31025,0,0.00855018,0.00855018,0.00855018
77,2554,0.41346,0.2503,0.1629,0.74557,0.9004,0.36204,0.32043,0,0.00851333,0.00851333,0.00851333
78,2587.46,0.37198,0.24789,0.15049,0.75323,0.90565,0.35982,0.31099,0,0.00847611,0.00847611,0.00847611
79,2620.84,0.36412,0.23802,0.1484,0.74446,0.902,0.36401,0.32,0,0.00843851,0.00843851,0.00843851
80,2654.54,0.39532,0.25265,0.16035,0.75787,0.90765,0.35007,0.30446,0,0.00840054,0.00840054,0.00840054
81,2688.21,0.35471,0.22119,0.14349,0.76211,0.90663,0.32158,0.30505,0,0.0083622,0.0083622,0.0083622
82,2721.44,0.3647,0.22709,0.14748,0.7595,0.90756,0.33964,0.3083,0,0.00832349,0.00832349,0.00832349
83,2755.17,0.36241,0.24324,0.14608,0.74765,0.9029,0.36102,0.31971,0,0.00828443,0.00828443,0.00828443
84,2787.97,0.40358,0.2458,0.16039,0.76896,0.9138,0.333,0.29448,0,0.00824502,0.00824502,0.00824502
85,2820.81,0.38834,0.25001,0.15557,0.75795,0.90597,0.37164,0.31395,0,0.00820525,0.00820525,0.00820525
86,2853.96,0.37429,0.2365,0.1519,0.76956,0.91339,0.33664,0.29437,0,0.00816514,0.00816514,0.00816514
87,2887.64,0.36069,0.23153,0.14715,0.76217,0.90717,0.3256,0.30215,0,0.00812468,0.00812468,0.00812468
88,2921.43,0.35796,0.2493,0.14542,0.73572,0.8869,0.40133,0.31892,0,0.00808389,0.00808389,0.00808389
89,2954.34,0.3475,0.23435,0.14168,0.75183,0.90136,0.35624,0.31311,0,0.00804277,0.00804277,0.00804277
90,2987.66,0.37248,0.23957,0.1494,0.74412,0.89958,0.38538,0.32041,0,0.00800131,0.00800131,0.00800131
91,3021.17,0.37893,0.24228,0.15036,0.69859,0.8571,0.55557,0.32143,0,0.00795954,0.00795954,0.00795954
92,3054.6,0.35202,0.23569,0.14324,0.76751,0.91258,0.36549,0.29643,0,0.00791744,0.00791744,0.00791744
93,3087.71,0.38808,0.2458,0.15466,0.76611,0.91072,0.33324,0.29704,0,0.00787503,0.00787503,0.00787503
94,3120.86,0.35588,0.24054,0.14551,0.76835,0.91365,0.32215,0.29908,0,0.00783231,0.00783231,0.00783231
95,3154.6,0.38008,0.24317,0.15312,0.76544,0.91253,0.33888,0.29776,0,0.00778929,0.00778929,0.00778929
96,3187.94,0.36052,0.23017,0.14773,0.75425,0.90964,0.36186,0.30421,0,0.00774596,0.00774596,0.00774596
97,3222.02,0.37735,0.24357,0.1501,0.75461,0.90356,0.35625,0.29648,0,0.00770234,0.00770234,0.00770234
98,3256.05,0.33457,0.21605,0.13658,0.75725,0.90246,0.35003,0.29709,0,0.00765843,0.00765843,0.00765843
99,3289.59,0.35908,0.23695,0.14548,0.76889,0.91213,0.33797,0.29516,0,0.00761423,0.00761423,0.00761423
100,3323.18,0.36151,0.23764,0.1439,0.76675,0.91309,0.35172,0.29649,0,0.00756976,0.00756976,0.00756976
101,3356.54,0.35051,0.22829,0.14223,0.76679,0.91328,0.34717,0.29288,0,0.007525,0.007525,0.007525
102,3389.81,0.36582,0.2248,0.14454,0.76345,0.91169,0.33248,0.29406,0,0.00747997,0.00747997,0.00747997
103,3423.13,0.39131,0.24375,0.15735,0.73871,0.90026,0.36617,0.32628,0,0.00743468,0.00743468,0.00743468
104,3456.55,0.41269,0.26888,0.16613,0.76541,0.90935,0.34311,0.3002,0,0.00738913,0.00738913,0.00738913
105,3489.55,0.37333,0.23813,0.15176,0.75453,0.90425,0.36502,0.31122,0,0.00734332,0.00734332,0.00734332
106,3523.02,0.33243,0.21584,0.1368,0.75716,0.90421,0.3406,0.29837,0,0.00729725,0.00729725,0.00729725
107,3556.54,0.31834,0.23054,0.13145,0.75138,0.89884,0.37969,0.30679,0,0.00725094,0.00725094,0.00725094
108,3589.98,0.33928,0.22444,0.13912,0.77168,0.91512,0.33626,0.28799,0,0.00720439,0.00720439,0.00720439
109,3623,0.3436,0.22219,0.13929,0.7723,0.91622,0.344,0.28969,0,0.00715761,0.00715761,0.00715761
110,3655.59,0.35979,0.2346,0.14514,0.77424,0.91634,0.34663,0.27932,0,0.00711059,0.00711059,0.00711059
111,3689,0.3381,0.22195,0.13685,0.76734,0.91228,0.34164,0.28967,0,0.00706335,0.00706335,0.00706335
112,3722.38,0.33588,0.22027,0.1364,0.76265,0.90876,0.34672,0.30178,0,0.00701588,0.00701588,0.00701588
113,3755.64,0.39929,0.24338,0.15625,0.772,0.9134,0.33669,0.29305,0,0.0069682,0.0069682,0.0069682
114,3789.31,0.33907,0.21712,0.13964,0.76088,0.90867,0.35666,0.30478,0,0.00692031,0.00692031,0.00692031
115,3822.41,0.30616,0.20816,0.12488,0.76518,0.90937,0.36541,0.29083,0,0.00687222,0.00687222,0.00687222
116,3855.64,0.34305,0.21684,0.13709,0.77039,0.91407,0.3521,0.28338,0,0.00682392,0.00682392,0.00682392
117,3889,0.36682,0.22435,0.14664,0.65796,0.84039,0.52184,0.33984,0,0.00677543,0.00677543,0.00677543
118,3922.43,0.33559,0.22344,0.13745,0.76042,0.90472,0.33818,0.29242,0,0.00672675,0.00672675,0.00672675
119,3955.67,0.33282,0.2206,0.13656,0.77144,0.91261,0.32515,0.2912,0,0.00667789,0.00667789,0.00667789
120,3989.43,0.39259,0.25524,0.15778,0.75867,0.90657,0.36672,0.29908,0,0.00662885,0.00662885,0.00662885
121,4022.74,0.32196,0.21667,0.13122,0.762,0.90759,0.3547,0.30103,0,0.00657963,0.00657963,0.00657963
122,4055.46,0.30909,0.20997,0.12875,0.77173,0.91185,0.33312,0.29173,0,0.00653025,0.00653025,0.00653025
123,4089.81,0.36884,0.23626,0.14518,0.7614,0.90315,0.36499,0.30172,0,0.00648071,0.00648071,0.00648071
124,4123.37,0.35279,0.229,0.14496,0.77364,0.91438,0.33697,0.28854,0,0.00643101,0.00643101,0.00643101
125,4156.67,0.30678,0.2029,0.12629,0.77151,0.9114,0.3375,0.28437,0,0.00638115,0.00638115,0.00638115
126,4189.37,0.33579,0.21181,0.13701,0.75598,0.9077,0.39894,0.29085,0,0.00633115,0.00633115,0.00633115
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