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
1,19.2054,1.96622,0.8551,0.79159,0.17651,0.54871,1.34533,0.78365,0,0.0024,0.0024,0.0784
2,36.5079,1.24066,0.74282,0.58534,0.28017,0.66205,1.0267,0.67079,0,0.00489995,0.00489995,0.0559
3,53.8356,0.92621,0.63021,0.4299,0.3915,0.71943,0.88654,0.57684,0,0.00739971,0.00739971,0.0333997
4,70.9929,0.78869,0.5442,0.35623,0.44325,0.75353,0.80474,0.52311,0,0.00989913,0.00989913,0.0108991
5,88.2738,0.81388,0.51708,0.33481,0.45382,0.75651,0.76165,0.51141,0,0.00999844,0.00999844,0.00999844
6,105.583,0.68745,0.46852,0.28632,0.46195,0.75439,0.72169,0.50324,0,0.00999756,0.00999756,0.00999756
7,123.891,0.70412,0.45551,0.28897,0.47746,0.76986,0.66654,0.4892,0,0.00999648,0.00999648,0.00999648
8,140.99,0.66555,0.44504,0.2771,0.49055,0.75963,0.6631,0.48187,0,0.00999521,0.00999521,0.00999521
9,158.216,0.64633,0.42588,0.26641,0.49049,0.75365,0.67947,0.4718,0,0.00999375,0.00999375,0.00999375
10,175.271,0.61726,0.4091,0.25632,0.51419,0.77913,0.62553,0.45388,0,0.00999209,0.00999209,0.00999209
11,192.73,0.59651,0.38788,0.24759,0.51077,0.77906,0.62905,0.45653,0,0.00999023,0.00999023,0.00999023
12,209.784,0.58643,0.38676,0.24332,0.51235,0.74869,0.6989,0.4438,0,0.00998818,0.00998818,0.00998818
13,227.43,0.5665,0.38412,0.23592,0.5246,0.78169,0.67117,0.44369,0,0.00998594,0.00998594,0.00998594
14,244.594,0.59084,0.37444,0.24266,0.55226,0.80071,0.57404,0.41451,0,0.0099835,0.0099835,0.0099835
15,261.83,0.54105,0.352,0.22753,0.54971,0.80315,0.58041,0.41474,0,0.00998086,0.00998086,0.00998086
16,279.179,0.5381,0.33905,0.22411,0.56348,0.81091,0.54949,0.40134,0,0.00997803,0.00997803,0.00997803
17,296.603,0.55507,0.35635,0.22731,0.55605,0.80119,0.57826,0.40327,0,0.00997501,0.00997501,0.00997501
18,314.155,0.48795,0.32524,0.20417,0.56298,0.81094,0.5576,0.39835,0,0.00997179,0.00997179,0.00997179
19,331.72,0.49131,0.3174,0.20541,0.55652,0.80056,0.56644,0.3983,0,0.00996838,0.00996838,0.00996838
20,348.863,0.54222,0.33257,0.22458,0.58076,0.82928,0.51795,0.3791,0,0.00996477,0.00996477,0.00996477
21,366.094,0.45049,0.29831,0.18868,0.57393,0.8145,0.5457,0.38604,0,0.00996097,0.00996097,0.00996097
22,383.602,0.48431,0.31738,0.19991,0.55456,0.81285,0.57327,0.39944,0,0.00995697,0.00995697,0.00995697
23,400.861,0.47737,0.31104,0.19859,0.57023,0.82183,0.53244,0.39922,0,0.00995278,0.00995278,0.00995278
24,417.876,0.47446,0.31306,0.19762,0.57852,0.82131,0.52664,0.38849,0,0.0099484,0.0099484,0.0099484
25,434.912,0.48898,0.30946,0.20245,0.57149,0.81596,0.54298,0.39186,0,0.00994383,0.00994383,0.00994383
26,452.32,0.45462,0.29728,0.19002,0.57053,0.82016,0.52881,0.39307,0,0.00993906,0.00993906,0.00993906
27,469.836,0.44202,0.28613,0.18493,0.57623,0.82395,0.52873,0.38656,0,0.0099341,0.0099341,0.0099341
28,487.169,0.47181,0.29846,0.19534,0.58869,0.82899,0.51254,0.37425,0,0.00992894,0.00992894,0.00992894
29,504.609,0.44306,0.28897,0.18678,0.59216,0.83387,0.50544,0.36711,0,0.00992359,0.00992359,0.00992359
30,521.958,0.43524,0.29142,0.18125,0.59495,0.8296,0.51661,0.3635,0,0.00991805,0.00991805,0.00991805
31,539.071,0.4462,0.28442,0.18402,0.58507,0.82814,0.52096,0.36081,0,0.00991232,0.00991232,0.00991232
32,556.486,0.4403,0.28138,0.18067,0.58267,0.81966,0.53969,0.36765,0,0.0099064,0.0099064,0.0099064
33,573.492,0.43858,0.28263,0.18348,0.57438,0.81513,0.5475,0.37676,0,0.00990028,0.00990028,0.00990028
34,590.853,0.43807,0.27861,0.1833,0.6063,0.83774,0.48724,0.3568,0,0.00989398,0.00989398,0.00989398
35,608.602,0.42963,0.28212,0.17998,0.60666,0.83654,0.48885,0.35117,0,0.00988748,0.00988748,0.00988748
36,625.718,0.44789,0.28961,0.1863,0.60679,0.83794,0.48883,0.35699,0,0.00988079,0.00988079,0.00988079
37,642.992,0.47851,0.30523,0.19396,0.60572,0.83194,0.50628,0.34916,0,0.00987391,0.00987391,0.00987391
38,660.266,0.4221,0.27966,0.17672,0.60345,0.83872,0.49971,0.35227,0,0.00986684,0.00986684,0.00986684
39,677.5,0.44475,0.29056,0.18379,0.59858,0.8283,0.51104,0.35443,0,0.00985958,0.00985958,0.00985958
40,694.913,0.51702,0.29836,0.20818,0.59545,0.82975,0.50755,0.35929,0,0.00985213,0.00985213,0.00985213
41,712.734,0.43187,0.28556,0.1785,0.59841,0.83153,0.50509,0.35908,0,0.00984449,0.00984449,0.00984449
42,730.385,0.44749,0.28663,0.18215,0.60233,0.83447,0.50869,0.35309,0,0.00983666,0.00983666,0.00983666
43,747.98,0.4274,0.28156,0.17649,0.60577,0.83729,0.48671,0.3543,0,0.00982864,0.00982864,0.00982864
44,765.62,0.44076,0.27755,0.18354,0.59999,0.83512,0.50308,0.3579,0,0.00982043,0.00982043,0.00982043
45,783.404,0.39642,0.26062,0.16485,0.60944,0.84299,0.48242,0.35185,0,0.00981204,0.00981204,0.00981204
46,800.826,0.41938,0.26869,0.17288,0.60763,0.84486,0.47971,0.34532,0,0.00980345,0.00980345,0.00980345
47,818.666,0.41372,0.26021,0.17079,0.61079,0.84277,0.47323,0.35023,0,0.00979468,0.00979468,0.00979468
48,836.158,0.40507,0.2703,0.16665,0.59749,0.83934,0.48417,0.35397,0,0.00978572,0.00978572,0.00978572
49,853.397,0.3617,0.24665,0.15285,0.59087,0.8358,0.51088,0.35442,0,0.00977658,0.00977658,0.00977658
50,870.898,0.4127,0.27487,0.171,0.6111,0.84202,0.48467,0.34102,0,0.00976725,0.00976725,0.00976725
51,888.294,0.402,0.26169,0.16538,0.60559,0.83483,0.48829,0.34647,0,0.00975773,0.00975773,0.00975773
52,905.228,0.40311,0.26328,0.16737,0.59849,0.82401,0.52043,0.34719,0,0.00974803,0.00974803,0.00974803
53,922.854,0.4172,0.26707,0.17376,0.59211,0.82038,0.52552,0.35388,0,0.00973814,0.00973814,0.00973814
54,939.96,0.35811,0.24064,0.15138,0.60735,0.84425,0.47982,0.34454,0,0.00972806,0.00972806,0.00972806
55,957.392,0.4408,0.26731,0.18094,0.61446,0.84721,0.4839,0.33498,0,0.0097178,0.0097178,0.0097178
56,974.987,0.36661,0.25018,0.15442,0.61445,0.84519,0.49313,0.33639,0,0.00970736,0.00970736,0.00970736
57,992.844,0.37358,0.24951,0.15675,0.6173,0.84586,0.48017,0.33649,0,0.00969673,0.00969673,0.00969673
58,1010.59,0.39103,0.25635,0.16072,0.60442,0.84183,0.48395,0.34916,0,0.00968592,0.00968592,0.00968592
59,1027.81,0.46269,0.28628,0.18846,0.61107,0.83742,0.48749,0.35067,0,0.00967493,0.00967493,0.00967493
60,1045.21,0.37522,0.25288,0.15868,0.62302,0.84672,0.47263,0.33349,0,0.00966375,0.00966375,0.00966375
61,1062.19,0.37875,0.23922,0.15734,0.62578,0.84963,0.46833,0.329,0,0.00965239,0.00965239,0.00965239
62,1078.99,0.37419,0.24451,0.15578,0.62048,0.84964,0.47383,0.33565,0,0.00964085,0.00964085,0.00964085
63,1096.39,0.34726,0.23768,0.14547,0.61345,0.83836,0.5142,0.33562,0,0.00962913,0.00962913,0.00962913
64,1113.58,0.36432,0.24384,0.15194,0.62967,0.85168,0.46947,0.32584,0,0.00961723,0.00961723,0.00961723
65,1131.48,0.37351,0.24792,0.15452,0.62623,0.85181,0.46792,0.33024,0,0.00960515,0.00960515,0.00960515
66,1149.97,0.36774,0.24324,0.15575,0.62797,0.84728,0.4703,0.33218,0,0.00959289,0.00959289,0.00959289
67,1167.97,0.40247,0.26523,0.16724,0.62889,0.84643,0.46939,0.32614,0,0.00958044,0.00958044,0.00958044
68,1185.21,0.36271,0.23762,0.15169,0.63178,0.8529,0.45815,0.31896,0,0.00956782,0.00956782,0.00956782
69,1202.61,0.41087,0.26339,0.16903,0.63238,0.8536,0.45694,0.3212,0,0.00955502,0.00955502,0.00955502
70,1220.03,0.38797,0.25545,0.16087,0.62565,0.85179,0.47718,0.32636,0,0.00954205,0.00954205,0.00954205
71,1237.95,0.37984,0.25577,0.15756,0.63156,0.85295,0.46387,0.32183,0,0.00952889,0.00952889,0.00952889
72,1255.44,0.41624,0.25601,0.17084,0.62881,0.85139,0.47445,0.32623,0,0.00951556,0.00951556,0.00951556
73,1272.76,0.38996,0.25422,0.16324,0.62486,0.84879,0.47148,0.3285,0,0.00950206,0.00950206,0.00950206
74,1289.93,0.39269,0.24727,0.16059,0.63158,0.85059,0.46606,0.32156,0,0.00948837,0.00948837,0.00948837
75,1307.29,0.38472,0.24728,0.1587,0.62814,0.85349,0.46646,0.3247,0,0.00947452,0.00947452,0.00947452
76,1324.91,0.38774,0.25714,0.16098,0.62627,0.85324,0.45762,0.32523,0,0.00946048,0.00946048,0.00946048
77,1342.58,0.36307,0.24515,0.1527,0.62081,0.85022,0.46068,0.33116,0,0.00944628,0.00944628,0.00944628
78,1359.61,0.36466,0.24044,0.15231,0.62599,0.84858,0.45912,0.33553,0,0.00943189,0.00943189,0.00943189
79,1377.56,0.34906,0.2311,0.14619,0.62734,0.8513,0.46143,0.32753,0,0.00941734,0.00941734,0.00941734
80,1395.48,0.3352,0.23115,0.14069,0.62592,0.8464,0.47291,0.32849,0,0.00940262,0.00940262,0.00940262
81,1413.09,0.38693,0.24748,0.16018,0.62151,0.84509,0.48273,0.33257,0,0.00938772,0.00938772,0.00938772
82,1431.04,0.35549,0.22882,0.14785,0.62526,0.84723,0.47628,0.33098,0,0.00937265,0.00937265,0.00937265
83,1448.66,0.36162,0.24028,0.1513,0.61829,0.84624,0.46526,0.33148,0,0.00935741,0.00935741,0.00935741
84,1465.99,0.359,0.24092,0.1505,0.63229,0.85269,0.44654,0.32347,0,0.009342,0.009342,0.009342
85,1483.61,0.37359,0.24574,0.15399,0.62916,0.85223,0.45235,0.32393,0,0.00932642,0.00932642,0.00932642
86,1502.13,0.35777,0.23878,0.1497,0.63216,0.85321,0.45388,0.32035,0,0.00931067,0.00931067,0.00931067
87,1519.5,0.36031,0.23603,0.15103,0.62528,0.85013,0.46259,0.33152,0,0.00929476,0.00929476,0.00929476
88,1536.78,0.36588,0.24337,0.15352,0.62967,0.85602,0.45856,0.32189,0,0.00927867,0.00927867,0.00927867
89,1554.3,0.38309,0.24748,0.15862,0.62867,0.85104,0.46077,0.3217,0,0.00926242,0.00926242,0.00926242
90,1571.66,0.32489,0.22358,0.13698,0.62634,0.85473,0.46677,0.3203,0,0.00924601,0.00924601,0.00924601
91,1588.95,0.35468,0.23056,0.14818,0.62845,0.85577,0.44827,0.31961,0,0.00922942,0.00922942,0.00922942
92,1606.38,0.33705,0.23198,0.1417,0.62972,0.85413,0.45426,0.32437,0,0.00921268,0.00921268,0.00921268
93,1623.34,0.36061,0.23681,0.14945,0.61797,0.84783,0.46918,0.33198,0,0.00919576,0.00919576,0.00919576
94,1640.47,0.32961,0.21678,0.13865,0.60631,0.84485,0.48376,0.33592,0,0.00917869,0.00917869,0.00917869
95,1657.76,0.35776,0.23665,0.14909,0.6208,0.84932,0.4741,0.32632,0,0.00916145,0.00916145,0.00916145
96,1674.94,0.3093,0.21191,0.13112,0.62858,0.85037,0.46548,0.31749,0,0.00914405,0.00914405,0.00914405
97,1692.2,0.34042,0.22661,0.14148,0.62547,0.84701,0.46984,0.32571,0,0.00912649,0.00912649,0.00912649
98,1709.62,0.33573,0.22583,0.14098,0.63166,0.8556,0.44719,0.32338,0,0.00910876,0.00910876,0.00910876
99,1726.96,0.35494,0.22859,0.14534,0.62678,0.85181,0.46037,0.32571,0,0.00909088,0.00909088,0.00909088
100,1744.44,0.36851,0.23836,0.15384,0.62635,0.8545,0.45413,0.3255,0,0.00907284,0.00907284,0.00907284
101,1761.86,0.33472,0.23143,0.14055,0.62661,0.85287,0.47142,0.32369,0,0.00905463,0.00905463,0.00905463
102,1779.21,0.35596,0.22845,0.14868,0.63012,0.85336,0.46643,0.31967,0,0.00903627,0.00903627,0.00903627
103,1796.35,0.40022,0.25327,0.16369,0.62518,0.84825,0.47993,0.3237,0,0.00901776,0.00901776,0.00901776
104,1813.33,0.36279,0.23547,0.15111,0.62714,0.84785,0.48225,0.31897,0,0.00899908,0.00899908,0.00899908
105,1830.49,0.32518,0.218,0.13796,0.63591,0.8564,0.46017,0.31241,0,0.00898025,0.00898025,0.00898025
106,1847.73,0.35967,0.22889,0.14979,0.62896,0.85219,0.48336,0.31622,0,0.00896127,0.00896127,0.00896127
107,1864.97,0.37267,0.2458,0.15505,0.63594,0.85714,0.46132,0.31378,0,0.00894213,0.00894213,0.00894213
108,1881.98,0.3289,0.2201,0.13933,0.63531,0.85702,0.45546,0.31187,0,0.00892283,0.00892283,0.00892283
109,1900.02,0.36473,0.24057,0.15122,0.63451,0.85425,0.46528,0.31142,0,0.00890339,0.00890339,0.00890339
110,1917.71,0.3543,0.22697,0.14781,0.63633,0.85295,0.46045,0.30807,0,0.00888379,0.00888379,0.00888379
111,1935.21,0.34321,0.23024,0.14308,0.6404,0.85873,0.43798,0.30877,0,0.00886404,0.00886404,0.00886404
112,1952.12,0.35286,0.22546,0.14713,0.64384,0.86007,0.43003,0.30559,0,0.00884414,0.00884414,0.00884414
113,1969.42,0.33452,0.22063,0.14046,0.64218,0.85685,0.43557,0.31175,0,0.00882409,0.00882409,0.00882409
114,1986.54,0.31621,0.21577,0.13379,0.63859,0.85148,0.46004,0.31309,0,0.00880389,0.00880389,0.00880389
115,2003.72,0.34045,0.22801,0.14146,0.63956,0.85951,0.44021,0.30824,0,0.00878354,0.00878354,0.00878354
116,2020.45,0.34253,0.22392,0.14262,0.6301,0.85635,0.46035,0.31496,0,0.00876305,0.00876305,0.00876305
117,2037.41,0.34627,0.22436,0.14454,0.6283,0.8556,0.45908,0.31792,0,0.00874241,0.00874241,0.00874241
118,2054.17,0.36559,0.23269,0.15113,0.62869,0.85178,0.45945,0.31953,0,0.00872162,0.00872162,0.00872162
119,2071.46,0.34572,0.22803,0.14576,0.62846,0.8567,0.44526,0.31793,0,0.00870069,0.00870069,0.00870069
120,2088.7,0.31664,0.21342,0.13457,0.63744,0.8561,0.4508,0.31432,0,0.00867961,0.00867961,0.00867961
121,2106.59,0.33808,0.22753,0.1408,0.63588,0.85966,0.43933,0.31055,0,0.00865839,0.00865839,0.00865839
122,2124,0.35402,0.21694,0.14635,0.63,0.85869,0.43944,0.31006,0,0.00863703,0.00863703,0.00863703
123,2141.44,0.37756,0.24744,0.15713,0.64029,0.86192,0.42177,0.31078,0,0.00861553,0.00861553,0.00861553
124,2159.65,0.33441,0.21916,0.14103,0.63762,0.86245,0.43459,0.3048,0,0.00859389,0.00859389,0.00859389
125,2177.24,0.37988,0.25022,0.15779,0.63594,0.86034,0.44558,0.30925,0,0.0085721,0.0085721,0.0085721
126,2194.97,0.31719,0.21661,0.1337,0.63404,0.86015,0.44044,0.31149,0,0.00855018,0.00855018,0.00855018
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