le-yolo/runs/detect/train28/results.csv

epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
1,12.8898,0.42045,0.35811,0.83878,0.99888,0.97872,0.98045,0.94717,0.25909,0.25594,0.79012,0.00012,0.00012,0.00012
2,25.2346,0.35106,0.32729,0.81189,0.9987,0.97872,0.97796,0.94786,0.28372,0.28065,0.79161,0.000257426,0.000257426,0.000257426
3,37.509,0.42684,0.36561,0.92835,0.99873,0.97872,0.97651,0.91721,0.36242,0.36029,0.82176,0.00039208,0.00039208,0.00039208
4,49.7907,0.48991,0.42391,0.97558,0.9987,0.97872,0.97668,0.9092,0.48784,0.3597,0.88719,0.000523962,0.000523962,0.000523962
5,62,0.4171,0.36673,0.84649,0.99866,0.97872,0.97694,0.90723,0.41375,0.31067,0.83483,0.000653072,0.000653072,0.000653072
6,74.5189,0.46492,0.36189,0.86238,0.99874,0.97872,0.97706,0.90584,0.36981,0.33527,0.81853,0.00077941,0.00077941,0.00077941
7,87.0543,0.45367,0.35448,0.85598,0.99877,0.97872,0.9774,0.9174,0.36202,0.35508,0.81799,0.000902976,0.000902976,0.000902976
8,99.7457,0.468,0.35802,0.88222,0.99868,0.97872,0.97886,0.89385,0.40219,0.34555,0.81661,0.00102377,0.00102377,0.00102377
9,112.075,0.42675,0.34936,0.83937,0.99867,0.97872,0.97908,0.89783,0.39352,0.3544,0.81836,0.00114179,0.00114179,0.00114179
10,124.251,0.46832,0.39023,0.87854,0.99857,0.97872,0.97852,0.9185,0.40772,0.35783,0.83179,0.00125704,0.00125704,0.00125704
11,136.43,0.49747,0.39796,0.92529,0.99838,0.97872,0.97724,0.90424,0.46589,0.37978,0.85472,0.00136952,0.00136952,0.00136952
12,148.75,0.47779,0.40427,0.85314,0.99826,0.97872,0.97752,0.88793,0.4349,0.41487,0.84797,0.00147923,0.00147923,0.00147923
13,160.981,0.49587,0.41066,0.85236,0.99814,0.97872,0.97806,0.89666,0.38742,0.38746,0.82839,0.00158616,0.00158616,0.00158616
14,173.222,0.60818,0.48836,1.0053,0.99814,0.97872,0.97806,0.89666,0.38742,0.38746,0.82839,0.00169032,0.00169032,0.00169032
15,185.505,0.5591,0.45534,0.90106,0.99873,0.97872,0.97963,0.90732,0.38875,0.36032,0.83228,0.0017228,0.0017228,0.0017228
16,197.784,0.49203,0.41578,0.86667,0.99883,0.97872,0.97995,0.88718,0.42631,0.38961,0.85123,0.001703,0.001703,0.001703
17,210.602,0.50972,0.41536,0.84633,0.99879,0.97872,0.97858,0.90502,0.45283,0.40764,0.86435,0.0016832,0.0016832,0.0016832
18,223.162,0.50205,0.42412,0.8768,0.99881,0.97872,0.97689,0.8975,0.43323,0.38334,0.85573,0.0016634,0.0016634,0.0016634
19,235.758,0.51367,0.42235,0.91477,0.99855,0.97872,0.97622,0.89677,0.44669,0.38793,0.8636,0.0016436,0.0016436,0.0016436
20,248.34,0.47927,0.41004,0.88417,0.99837,0.97872,0.97598,0.88506,0.46257,0.41785,0.88352,0.0016238,0.0016238,0.0016238
21,260.744,0.49621,0.42791,0.85998,1,0.97494,0.97583,0.86898,0.52189,0.43437,0.9222,0.001604,0.001604,0.001604
22,273.076,0.51594,0.43627,0.87771,1,0.97494,0.97583,0.86898,0.52189,0.43437,0.9222,0.0015842,0.0015842,0.0015842
23,285.571,0.51302,0.4198,0.88604,0.99844,0.97872,0.97586,0.91783,0.45922,0.41468,0.92684,0.0015644,0.0015644,0.0015644
24,298.064,0.5295,0.4135,0.89507,0.99867,0.97872,0.9761,0.90927,0.4924,0.41789,0.92029,0.0015446,0.0015446,0.0015446
25,310.664,0.53314,0.41396,0.87422,0.99867,0.97872,0.97625,0.86547,0.52732,0.44117,0.91177,0.0015248,0.0015248,0.0015248
26,323.099,0.5168,0.41398,0.87366,0.99857,0.97872,0.97623,0.8876,0.50863,0.45359,0.89227,0.001505,0.001505,0.001505
27,336.014,0.50949,0.4285,0.9138,0.99851,0.97872,0.97602,0.88947,0.45507,0.41671,0.8743,0.0014852,0.0014852,0.0014852
28,348.379,0.51373,0.41268,0.88484,0.99894,0.97872,0.97583,0.90491,0.42585,0.38745,0.86905,0.0014654,0.0014654,0.0014654
29,360.713,0.59736,0.45199,1.01931,0.99887,0.97872,0.97578,0.91282,0.40277,0.35426,0.85866,0.0014456,0.0014456,0.0014456
30,380.95,0.54852,0.40149,0.8981,0.99887,0.97872,0.97578,0.91282,0.40277,0.35426,0.85866,0.0014258,0.0014258,0.0014258
31,400.231,0.53546,0.39386,0.88916,1,0.97753,0.97569,0.90832,0.39341,0.35966,0.84885,0.001406,0.001406,0.001406
32,412.456,0.4968,0.39358,0.8874,0.99855,0.97872,0.97563,0.91558,0.39661,0.35247,0.84648,0.0013862,0.0013862,0.0013862
33,424.565,0.69685,0.42992,1.14738,0.99846,0.97872,0.97569,0.90825,0.40487,0.33801,0.8449,0.0013664,0.0013664,0.0013664
34,436.876,0.50861,0.37221,0.85299,0.99858,0.97872,0.97598,0.92767,0.38705,0.33415,0.85492,0.0013466,0.0013466,0.0013466
35,449.112,0.50912,0.3935,0.93167,0.99873,0.97872,0.97632,0.90494,0.43978,0.34657,0.90764,0.0013268,0.0013268,0.0013268
36,461.509,0.49925,0.38904,0.87365,0.99867,0.97872,0.97669,0.91411,0.3946,0.35283,0.88274,0.001307,0.001307,0.001307
37,475.887,0.50156,0.37965,0.8218,0.99881,0.97872,0.97714,0.91877,0.39932,0.35709,0.88075,0.0012872,0.0012872,0.0012872
38,488.154,0.48354,0.37645,0.85872,0.99881,0.97872,0.97714,0.91877,0.39932,0.35709,0.88075,0.0012674,0.0012674,0.0012674
39,500.907,0.45268,0.36231,0.81738,0.99894,0.97872,0.97724,0.89576,0.44908,0.36364,0.89408,0.0012476,0.0012476,0.0012476
40,514.827,0.48821,0.36677,0.84483,0.99898,0.97872,0.9777,0.89226,0.46507,0.36343,0.89683,0.0012278,0.0012278,0.0012278
41,529.143,0.51124,0.37549,0.93212,0.99886,0.97872,0.97775,0.89984,0.42873,0.36872,0.89283,0.001208,0.001208,0.001208
42,542.346,0.48834,0.37426,0.90231,0.99882,0.97872,0.97805,0.90368,0.42706,0.33498,0.91146,0.0011882,0.0011882,0.0011882
43,555.384,0.49343,0.35605,0.84723,0.99874,0.97872,0.97831,0.91179,0.40411,0.31937,0.91146,0.0011684,0.0011684,0.0011684
44,567.516,0.47956,0.37061,0.91986,0.99872,0.97872,0.97788,0.91241,0.42681,0.32234,0.88364,0.0011486,0.0011486,0.0011486
45,579.755,0.47351,0.34208,0.84733,0.99864,0.97872,0.97731,0.92169,0.416,0.32044,0.87003,0.0011288,0.0011288,0.0011288
46,591.908,0.66822,0.51659,0.99349,0.99864,0.97872,0.97731,0.92169,0.416,0.32044,0.87003,0.001109,0.001109,0.001109
47,604.039,0.48248,0.38953,0.87439,0.99846,0.97872,0.97691,0.91944,0.39587,0.32528,0.86492,0.0010892,0.0010892,0.0010892
48,616.306,0.44215,0.33933,0.8316,0.9985,0.97872,0.97695,0.91828,0.39513,0.31652,0.86306,0.0010694,0.0010694,0.0010694
49,628.405,0.46974,0.42094,0.89366,0.99876,0.97872,0.97769,0.92599,0.38188,0.30558,0.85999,0.0010496,0.0010496,0.0010496
50,640.463,0.39522,0.34726,0.87482,0.99874,0.97872,0.97873,0.92599,0.38272,0.32357,0.86347,0.0010298,0.0010298,0.0010298
51,652.872,0.46654,0.36193,0.86166,0.99864,0.97872,0.97916,0.91349,0.39986,0.33621,0.85705,0.00101,0.00101,0.00101
52,665.015,0.45287,0.3511,0.87112,0.99873,0.97872,0.98003,0.91012,0.43681,0.31813,0.85845,0.0009902,0.0009902,0.0009902
53,677.337,0.52232,0.3657,0.84321,0.99864,0.97872,0.98027,0.91412,0.43278,0.32396,0.85777,0.0009704,0.0009704,0.0009704
54,689.989,0.45584,0.3607,0.88242,0.99864,0.97872,0.98027,0.91412,0.43278,0.32396,0.85777,0.0009506,0.0009506,0.0009506
55,702.772,0.53684,0.3668,0.87466,0.99853,0.97872,0.98074,0.9279,0.41034,0.32684,0.85732,0.0009308,0.0009308,0.0009308
56,715.209,0.39035,0.33511,0.75192,0.99852,0.97872,0.98032,0.92524,0.39062,0.31801,0.84513,0.000911,0.000911,0.000911
57,727.55,0.41096,0.34614,0.86737,0.99859,0.97872,0.9805,0.9288,0.37836,0.32234,0.84203,0.0008912,0.0008912,0.0008912
58,740.092,0.43703,0.36361,0.87275,0.99866,0.97872,0.98205,0.93833,0.37688,0.3239,0.83576,0.0008714,0.0008714,0.0008714
59,752.232,0.42748,0.33582,0.87849,0.99879,0.97872,0.98321,0.93783,0.38368,0.29086,0.82562,0.0008516,0.0008516,0.0008516
60,764.467,0.45502,0.33375,0.88375,0.99882,0.97872,0.98353,0.95411,0.3452,0.28943,0.82145,0.0008318,0.0008318,0.0008318
61,778.116,0.42438,0.31405,0.87841,0.99871,0.97872,0.98263,0.95423,0.3198,0.25891,0.80635,0.000812,0.000812,0.000812
62,801.793,0.35721,0.28666,0.85522,0.99871,0.97872,0.98263,0.95423,0.3198,0.25891,0.80635,0.0007922,0.0007922,0.0007922
63,818.152,0.39025,0.32622,0.84043,0.99846,0.97872,0.98136,0.9542,0.3144,0.2614,0.80204,0.0007724,0.0007724,0.0007724
64,830.445,0.41269,0.33488,0.89536,0.99843,0.97872,0.98162,0.95645,0.31942,0.26337,0.80933,0.0007526,0.0007526,0.0007526
65,842.604,0.39713,0.32425,0.85552,0.99857,0.97872,0.9844,0.95287,0.34574,0.28552,0.82599,0.0007328,0.0007328,0.0007328
66,854.749,0.40625,0.33846,0.84377,0.99877,0.97872,0.98638,0.95786,0.36686,0.3005,0.83526,0.000713,0.000713,0.000713
67,867.101,0.41966,0.34919,0.87871,0.99876,0.97872,0.98513,0.95168,0.37638,0.28713,0.84464,0.0006932,0.0006932,0.0006932
68,879.61,0.40099,0.3142,0.84361,0.9987,0.97872,0.98301,0.95025,0.38194,0.26652,0.85218,0.0006734,0.0006734,0.0006734
69,891.775,0.41387,0.3339,0.87537,0.99866,0.97872,0.98183,0.94997,0.37499,0.28858,0.84238,0.0006536,0.0006536,0.0006536
70,903.962,0.45338,0.33663,0.8423,0.99866,0.97872,0.98183,0.94997,0.37499,0.28858,0.84238,0.0006338,0.0006338,0.0006338
71,916.062,0.50643,0.33279,0.9241,0.99863,0.97872,0.98045,0.93756,0.36763,0.29023,0.83293,0.000614,0.000614,0.000614
72,928.252,0.45032,0.36154,0.82999,0.99861,0.97872,0.97911,0.93056,0.35907,0.27206,0.82151,0.0005942,0.0005942,0.0005942
73,941.067,0.45296,0.36075,0.90313,0.99861,0.97872,0.97879,0.94404,0.33268,0.25472,0.80681,0.0005744,0.0005744,0.0005744
74,953.719,0.44318,0.33914,0.87394,0.99864,0.97872,0.97886,0.95475,0.29298,0.24309,0.79194,0.0005546,0.0005546,0.0005546
75,966.298,0.39712,0.29869,0.83828,0.9986,0.97872,0.9793,0.95507,0.27014,0.23423,0.78235,0.0005348,0.0005348,0.0005348
76,978.458,0.36501,0.30713,0.75332,0.99857,0.97872,0.98015,0.94481,0.26685,0.23692,0.77925,0.000515,0.000515,0.000515
77,990.708,0.43407,0.3047,0.86787,0.99862,0.97872,0.98074,0.94518,0.26936,0.23827,0.77974,0.0004952,0.0004952,0.0004952
78,1002.92,0.39178,0.29779,0.84488,0.99862,0.97872,0.98074,0.94518,0.26936,0.23827,0.77974,0.0004754,0.0004754,0.0004754
79,1015.02,0.47965,0.3819,0.93702,0.99867,0.97872,0.98112,0.94772,0.27123,0.22973,0.78087,0.0004556,0.0004556,0.0004556
80,1027.32,0.45112,0.3419,0.86119,0.99872,0.97872,0.98213,0.94717,0.29609,0.24435,0.78522,0.0004358,0.0004358,0.0004358
81,1039.86,0.3028,0.33919,0.71928,0.99876,0.97872,0.98281,0.94487,0.3121,0.24699,0.79206,0.000416,0.000416,0.000416
82,1052.41,0.35602,0.28423,0.79771,0.99878,0.97872,0.98342,0.94624,0.31603,0.24031,0.79987,0.0003962,0.0003962,0.0003962
83,1064.77,0.35567,0.27337,0.84639,0.99882,0.97872,0.98332,0.94743,0.32053,0.23592,0.80526,0.0003764,0.0003764,0.0003764
84,1076.96,0.36042,0.28098,0.85128,0.99884,0.97872,0.98221,0.94796,0.32919,0.24268,0.81042,0.0003566,0.0003566,0.0003566
85,1089.26,0.37428,0.28026,0.87265,0.99886,0.97872,0.98221,0.94908,0.31776,0.25241,0.805,0.0003368,0.0003368,0.0003368
86,1101.59,0.31867,0.25367,0.71689,0.99886,0.97872,0.98221,0.94908,0.31776,0.25241,0.805,0.000317,0.000317,0.000317
87,1114.06,0.38496,0.30786,0.84856,0.99886,0.97872,0.98229,0.94861,0.31084,0.25736,0.80439,0.0002972,0.0002972,0.0002972
88,1126.85,0.39607,0.33479,0.83886,0.99887,0.97872,0.98263,0.94704,0.30677,0.26994,0.80285,0.0002774,0.0002774,0.0002774
89,1139.04,0.32131,0.26493,0.72703,0.99886,0.97872,0.98301,0.95294,0.29747,0.26916,0.79741,0.0002576,0.0002576,0.0002576
90,1151.37,0.44532,0.33387,0.85804,0.99888,0.97872,0.98272,0.95811,0.28496,0.26672,0.79204,0.0002378,0.0002378,0.0002378
91,1163.63,0.33359,0.28629,0.88836,0.99889,0.97872,0.98169,0.9563,0.26795,0.25706,0.78541,0.000218,0.000218,0.000218
92,1175.9,0.29363,0.26195,0.82068,0.99889,0.97872,0.98032,0.95598,0.25763,0.24138,0.78058,0.0001982,0.0001982,0.0001982
93,1188.46,0.31758,0.24923,0.82758,0.99888,0.97872,0.9795,0.95798,0.25853,0.22807,0.77924,0.0001784,0.0001784,0.0001784
94,1200.73,0.2941,0.25918,0.82094,0.99888,0.97872,0.9795,0.95798,0.25853,0.22807,0.77924,0.0001586,0.0001586,0.0001586
95,1213.1,0.31419,0.22755,0.79767,0.99885,0.97872,0.97911,0.95684,0.25964,0.23219,0.77761,0.0001388,0.0001388,0.0001388
96,1225.2,0.33218,0.27002,0.84346,0.99884,0.97872,0.97918,0.95929,0.2589,0.23171,0.77632,0.000119,0.000119,0.000119
97,1237.39,0.30554,0.2535,0.77551,0.99884,0.97872,0.97924,0.95676,0.25592,0.23301,0.77527,9.92e-05,9.92e-05,9.92e-05
98,1249.55,0.26152,0.23051,0.71792,0.99883,0.97872,0.97935,0.957,0.25389,0.23283,0.77503,7.94e-05,7.94e-05,7.94e-05
99,1262.09,0.28429,0.24512,0.77567,0.99882,0.97872,0.97927,0.95995,0.25514,0.23616,0.77588,5.96e-05,5.96e-05,5.96e-05
100,1274.2,0.30278,0.25123,0.83641,0.99881,0.97872,0.97921,0.95976,0.25783,0.23404,0.77676,3.98e-05,3.98e-05,3.98e-05