train/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
1,10.8576,1.55829,4.5686,1.89263,0.0174,0.66667,0.02639,0.00326,1.91089,6.90784,2.39807,2.858e-05,2.858e-05,2.858e-05
2,12.7583,1.64016,4.50094,1.95329,0.0119,0.41667,0.02052,0.00275,1.87702,6.99771,2.37482,7.00353e-05,7.00353e-05,7.00353e-05
3,14.4729,1.46621,3.56945,1.81745,0.5385,0.75,0.79045,0.37033,1.57217,3.45723,2.35759,0.000109793,0.000109793,0.000109793
4,16.4405,1.1958,2.43055,1.65825,0.91153,0.75,0.91167,0.51358,1.28986,3.79977,1.86125,0.000147853,0.000147853,0.000147853
5,18.4641,1.23069,2.03282,1.59263,0.91883,0.93833,0.995,0.65532,1.33455,3.89588,2.26879,0.000184215,0.000184215,0.000184215
6,20.3252,1.04903,1.65295,1.42348,0.92848,1,0.995,0.74355,1.15221,3.50921,1.95509,0.00021888,0.00021888,0.00021888
7,23.0434,1.04021,1.59462,1.32107,0.89227,0.96683,0.995,0.53981,1.49806,4.06972,2.40055,0.000251847,0.000251847,0.000251847
8,25.6888,0.96822,1.45638,1.31112,0.67095,0.9566,0.74625,0.48184,1.34077,4.73687,2.50466,0.000283116,0.000283116,0.000283116
9,28.2275,0.98287,1.35079,1.33086,1,0.96998,0.995,0.75957,1.0006,2.93008,1.87688,0.000312688,0.000312688,0.000312688
10,30.2009,0.95736,1.28352,1.34082,0.92389,1,0.995,0.72041,0.95386,2.04471,1.84991,0.000340562,0.000340562,0.000340562
11,32.035,0.97261,1.24077,1.32223,0.94014,1,0.995,0.73696,1.00748,2.41444,1.79557,0.000366739,0.000366739,0.000366739
12,33.8103,0.84999,1.08427,1.28461,0.9448,1,0.995,0.7081,1.10435,2.23527,1.96388,0.000391217,0.000391217,0.000391217
13,35.5609,0.89944,0.98681,1.22827,0.90093,0.88345,0.995,0.70805,1.21896,2.15017,2.21729,0.000413998,0.000413998,0.000413998
14,37.3044,1.02668,1.01064,1.29174,0.52108,1,0.995,0.66175,1.15342,2.7919,2.02488,0.000435082,0.000435082,0.000435082
15,39.4533,0.98552,1.03554,1.28225,0.55429,0.75106,0.74625,0.6029,0.91545,2.92073,1.71726,0.000454468,0.000454468,0.000454468
16,41.993,0.92824,0.8903,1.31018,0.45606,0.8862,0.58042,0.44487,0.84305,2.26706,1.64499,0.000472156,0.000472156,0.000472156
17,44.68,0.92938,0.90291,1.25011,0.9887,0.5,0.53816,0.35095,1.20826,2.28719,2.12426,0.000488146,0.000488146,0.000488146
18,47.3468,0.92834,0.8801,1.27126,0.9885,0.5,0.58042,0.43438,1.02667,1.7848,1.83578,0.000502439,0.000502439,0.000502439
19,49.2722,0.86455,0.81939,1.23076,0.55148,1,0.65143,0.51995,0.91719,1.55999,1.58321,0.000515034,0.000515034,0.000515034
20,50.9657,0.85714,0.96959,1.26941,0.63305,0.75,0.62452,0.48004,1.04341,2.11395,1.66254,0.000525932,0.000525932,0.000525932
21,52.714,1.03044,0.89738,1.2361,0.61023,0.75,0.66292,0.48566,1.21657,1.85004,1.92787,0.000535132,0.000535132,0.000535132
22,54.4553,0.91771,0.92032,1.3477,0.79847,1,0.91167,0.60626,1.38904,1.01684,2.34415,0.000542634,0.000542634,0.000542634
23,56.1632,0.82723,0.72965,1.19995,0.77048,0.98992,0.995,0.75534,0.96783,0.86227,1.74297,0.000548439,0.000548439,0.000548439
24,57.9159,0.8996,0.78879,1.21886,0.75292,1,0.91167,0.62463,1.08983,1.02372,1.79177,0.000552546,0.000552546,0.000552546
25,60.3616,0.81167,0.74821,1.27184,0.88545,0.75,0.76583,0.60446,1.02393,1.66894,1.65488,0.000554955,0.000554955,0.000554955
26,62.9841,0.72364,0.72729,1.14725,0.48588,0.75,0.60806,0.42885,1.09399,1.72511,1.73314,0.000555667,0.000555667,0.000555667
27,65.6504,0.81118,0.70857,1.17092,0.52091,0.75,0.56367,0.44558,1.03783,2.01189,1.76716,0.000554681,0.000554681,0.000554681
28,67.6042,0.718,0.63594,1.14135,0.94615,0.75,0.76015,0.62742,0.96627,1.74127,1.55769,0.000551997,0.000551997,0.000551997
29,69.3278,0.77849,0.6731,1.22145,0.94615,0.75,0.76015,0.62742,0.96627,1.74127,1.55769,0.000547616,0.000547616,0.000547616
30,71.0985,0.77749,0.69948,1.18013,0.78061,1,0.91167,0.75166,0.91506,1.03383,1.56326,0.000541537,0.000541537,0.000541537
31,72.8137,0.76624,0.71875,1.23041,0.95083,1,0.995,0.67893,1.09941,0.91548,1.94918,0.00053376,0.00053376,0.00053376
32,74.6253,0.75077,0.7189,1.17511,0.67493,1,0.91167,0.60022,1.09093,0.95615,2.00025,0.000524286,0.000524286,0.000524286
33,76.4441,0.86854,0.76791,1.2924,0.67493,1,0.91167,0.60022,1.09093,0.95615,2.00025,0.000513114,0.000513114,0.000513114
34,78.8589,0.74828,0.64468,1.08478,0.85924,0.75,0.82833,0.53415,1.01587,0.93905,1.96313,0.000495291,0.000495291,0.000495291
35,81.4297,0.69054,0.66495,1.15744,0.93548,1,0.995,0.78673,0.861,0.58244,1.55547,0.000466997,0.000466997,0.000466997
36,84.2834,0.77097,0.73016,1.20821,0.91752,1,0.995,0.82142,0.87083,0.58043,1.51581,0.000438703,0.000438703,0.000438703
37,86.0873,0.65087,0.66471,1.16693,0.91752,1,0.995,0.82142,0.87083,0.58043,1.51581,0.000410409,0.000410409,0.000410409
38,87.9295,0.8243,0.71229,1.22269,0.92901,1,0.995,0.82661,0.89587,0.54924,1.47529,0.000382115,0.000382115,0.000382115
39,89.8292,0.69296,0.63933,1.15859,0.96717,1,0.995,0.80076,0.94154,0.5026,1.52876,0.00035382,0.00035382,0.00035382
40,91.5558,0.72674,0.57632,1.06875,0.97138,1,0.995,0.76361,0.94532,0.57795,1.56654,0.000325526,0.000325526,0.000325526
41,95.0928,0.64963,0.7392,1.17571,0.97138,1,0.995,0.76361,0.94532,0.57795,1.56654,0.000297232,0.000297232,0.000297232
42,98.24,0.66395,0.70349,1.13173,0.97318,1,0.995,0.75114,1.0003,0.61925,1.63998,0.000268938,0.000268938,0.000268938
43,100.962,0.62205,0.60594,1.1909,0.97282,1,0.995,0.78022,0.9714,0.49142,1.60858,0.000240644,0.000240644,0.000240644
44,103.708,0.57239,0.56056,1.05396,0.97399,1,0.995,0.7555,0.95778,0.44627,1.63058,0.000212349,0.000212349,0.000212349
45,105.541,0.58924,0.57748,1.11242,0.97399,1,0.995,0.7555,0.95778,0.44627,1.63058,0.000184055,0.000184055,0.000184055
46,107.219,0.58669,0.55511,1.06983,0.97212,1,0.995,0.78733,0.91202,0.4204,1.5632,0.000155761,0.000155761,0.000155761
47,108.979,0.54988,0.52492,1.15186,0.9776,1,0.995,0.78727,0.88107,0.43879,1.5298,0.000127467,0.000127467,0.000127467
48,110.759,0.56895,0.49062,1.06031,0.98157,1,0.995,0.77498,0.88952,0.44335,1.56448,9.91726e-05,9.91726e-05,9.91726e-05
49,112.415,0.47636,0.50798,0.97729,0.98157,1,0.995,0.77498,0.88952,0.44335,1.56448,7.08784e-05,7.08784e-05,7.08784e-05
50,114.266,0.54214,0.49288,1.06364,0.98393,1,0.995,0.76258,0.81723,0.38325,1.51335,4.25842e-05,4.25842e-05,4.25842e-05