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
1,1820.98,1.115,0.89914,1.09855,0.56382,0.54578,0.46869,0.2896,1.11103,0.81489,1.05722,0.0033325,0.0033325,0.0033325
2,3559.75,1.18557,0.90507,1.12565,0.55132,0.52715,0.46175,0.27967,1.1441,0.85336,1.09138,0.00659984,0.00659984,0.00659984
3,5269.53,1.26917,1.01151,1.17613,0.55121,0.50213,0.44482,0.26792,1.18252,0.89343,1.12208,0.00980118,0.00980118,0.00980118
4,6972.48,1.27836,1.02133,1.18345,0.56306,0.52968,0.46782,0.28674,1.13387,0.84013,1.09356,0.009703,0.009703,0.009703
5,8677.54,1.22892,0.95743,1.15755,0.57928,0.54098,0.47574,0.29532,1.10464,0.80118,1.07925,0.009604,0.009604,0.009604
6,10366.9,1.19916,0.92032,1.14248,0.58238,0.55974,0.48986,0.30547,1.0862,0.7731,1.06831,0.009505,0.009505,0.009505
7,12061.7,1.17924,0.89741,1.13098,0.58598,0.56483,0.49227,0.31003,1.0705,0.75822,1.05679,0.009406,0.009406,0.009406
8,13748.4,1.16722,0.88171,1.12345,0.58273,0.57402,0.50023,0.31538,1.05728,0.74598,1.05163,0.009307,0.009307,0.009307
9,15435.9,1.1544,0.86637,1.11711,0.58989,0.58029,0.50578,0.31978,1.05063,0.7367,1.0463,0.009208,0.009208,0.009208
10,17127.5,1.14827,0.85563,1.11096,0.58933,0.58823,0.51209,0.32466,1.04144,0.72612,1.04056,0.009109,0.009109,0.009109
11,18856,1.1402,0.84624,1.10707,0.5884,0.59418,0.51539,0.32727,1.03797,0.71974,1.03954,0.00901,0.00901,0.00901
12,20602.9,1.13478,0.84065,1.10379,0.59003,0.59316,0.51715,0.32881,1.0367,0.71602,1.03865,0.008911,0.008911,0.008911
13,22348.7,1.12894,0.83426,1.09804,0.59315,0.59424,0.51911,0.33038,1.03214,0.71267,1.03536,0.008812,0.008812,0.008812
14,24139.7,1.1241,0.82935,1.09709,0.59325,0.59678,0.5201,0.33139,1.03091,0.70983,1.03464,0.008713,0.008713,0.008713
15,25961.9,1.11833,0.82329,1.0943,0.59251,0.59953,0.52202,0.33269,1.02798,0.70762,1.03292,0.008614,0.008614,0.008614
16,27681.3,1.11556,0.81947,1.09245,0.59182,0.60289,0.52293,0.33356,1.02716,0.70571,1.0327,0.008515,0.008515,0.008515
17,29407.1,1.11281,0.8148,1.08948,0.59258,0.60264,0.52414,0.33437,1.02621,0.70411,1.03184,0.008416,0.008416,0.008416
18,31121.8,1.10887,0.81194,1.08961,0.59145,0.60432,0.52397,0.33444,1.02483,0.70283,1.03147,0.008317,0.008317,0.008317
19,32809.3,1.10838,0.81007,1.08863,0.59318,0.60494,0.52489,0.33536,1.02334,0.70209,1.03052,0.008218,0.008218,0.008218
20,34496.3,1.10609,0.80472,1.08589,0.59379,0.60452,0.52523,0.33587,1.02238,0.70076,1.0295,0.008119,0.008119,0.008119
21,36183.2,1.10278,0.80251,1.08358,0.5933,0.60658,0.52601,0.33639,1.02121,0.69944,1.02892,0.00802,0.00802,0.00802
22,37869.1,1.09981,0.80012,1.08352,0.59294,0.6066,0.52683,0.3371,1.02016,0.69836,1.02854,0.007921,0.007921,0.007921
23,39556,1.09719,0.79738,1.08384,0.59274,0.60911,0.5278,0.33764,1.01926,0.69774,1.02816,0.007822,0.007822,0.007822
24,41244.6,1.09543,0.79385,1.08184,0.5925,0.60896,0.52805,0.33813,1.01855,0.69663,1.02796,0.007723,0.007723,0.007723
25,42934.2,1.09438,0.79195,1.07953,0.59283,0.61087,0.52838,0.33858,1.01795,0.6951,1.02769,0.007624,0.007624,0.007624
26,44624.1,1.0927,0.79033,1.07903,0.59299,0.61189,0.52902,0.33914,1.01705,0.69415,1.0271,0.007525,0.007525,0.007525
27,46310.7,1.09072,0.78831,1.07695,0.59351,0.61342,0.53047,0.33975,1.01639,0.69315,1.02652,0.007426,0.007426,0.007426
28,48003.2,1.08859,0.78561,1.07752,0.59342,0.61395,0.53112,0.34054,1.01552,0.6919,1.02614,0.007327,0.007327,0.007327
29,49693.5,1.08775,0.78369,1.07666,0.59349,0.61419,0.5314,0.34062,1.01441,0.69078,1.02552,0.007228,0.007228,0.007228
30,51383,1.0845,0.7814,1.07502,0.59445,0.61383,0.53213,0.34125,1.01354,0.68972,1.02524,0.007129,0.007129,0.007129
31,53077.3,1.08449,0.78128,1.07403,0.59456,0.61425,0.53323,0.34196,1.01278,0.68845,1.02461,0.00703,0.00703,0.00703
32,54761.6,1.0821,0.77768,1.07167,0.59511,0.61457,0.53397,0.34254,1.01214,0.6876,1.02401,0.006931,0.006931,0.006931
33,56446,1.08059,0.77564,1.07371,0.59504,0.61527,0.53425,0.34281,1.01172,0.68686,1.02364,0.006832,0.006832,0.006832
34,58136.1,1.07837,0.77421,1.07156,0.59603,0.61543,0.5347,0.34334,1.01114,0.68609,1.02318,0.006733,0.006733,0.006733
35,59826,1.07857,0.77199,1.07069,0.59586,0.61562,0.53541,0.34398,1.01059,0.68476,1.02275,0.006634,0.006634,0.006634
36,61517.6,1.07647,0.77154,1.06988,0.59613,0.6165,0.53609,0.34461,1.0098,0.68388,1.02234,0.006535,0.006535,0.006535
37,63208.3,1.07338,0.76789,1.06787,0.5965,0.61728,0.53698,0.34531,1.00919,0.68285,1.02205,0.006436,0.006436,0.006436
38,64901.5,1.0721,0.76593,1.06745,0.59684,0.61714,0.53723,0.34568,1.00796,0.68195,1.02147,0.006337,0.006337,0.006337
39,66592.8,1.07176,0.76595,1.06874,0.5975,0.617,0.53802,0.34608,1.00712,0.68104,1.02096,0.006238,0.006238,0.006238
40,68287.4,1.07064,0.76399,1.06757,0.59703,0.6182,0.53836,0.34648,1.00645,0.67979,1.02072,0.006139,0.006139,0.006139
41,70019.4,1.06918,0.76233,1.06734,0.59678,0.61799,0.5389,0.34696,1.00581,0.67896,1.02038,0.00604,0.00604,0.00604
42,71758.1,1.0663,0.75977,1.06455,0.59659,0.61913,0.53936,0.34758,1.00476,0.67834,1.01978,0.005941,0.005941,0.005941
43,73495.4,1.06497,0.75822,1.06314,0.59762,0.61858,0.54003,0.34788,1.00448,0.67767,1.01954,0.005842,0.005842,0.005842
44,75197.2,1.06487,0.75805,1.06392,0.5973,0.61974,0.54056,0.34833,1.00403,0.67712,1.01927,0.005743,0.005743,0.005743
45,76889.9,1.0604,0.75527,1.06264,0.59794,0.62039,0.54095,0.34863,1.00356,0.67628,1.01883,0.005644,0.005644,0.005644
46,78585.6,1.05935,0.75213,1.05973,0.59783,0.62074,0.5413,0.34903,1.00344,0.67573,1.01838,0.005545,0.005545,0.005545
47,80278.5,1.05952,0.75305,1.06033,0.59817,0.62206,0.54191,0.34949,1.0032,0.67511,1.01789,0.005446,0.005446,0.005446
48,81970.9,1.05657,0.75011,1.05839,0.59999,0.62143,0.54237,0.34965,1.00313,0.67471,1.01739,0.005347,0.005347,0.005347
49,83661.8,1.05498,0.74685,1.05867,0.59978,0.62147,0.54331,0.35023,1.00234,0.67372,1.01667,0.005248,0.005248,0.005248
50,85357.3,1.05297,0.74369,1.05634,0.59895,0.62245,0.54361,0.35058,1.00227,0.67327,1.01635,0.005149,0.005149,0.005149
51,87059.3,1.05293,0.7427,1.05555,0.59946,0.62333,0.5441,0.35082,1.0018,0.6721,1.01618,0.00505,0.00505,0.00505
52,88755.5,1.05105,0.74218,1.0548,0.60002,0.62303,0.54455,0.35108,1.00176,0.67143,1.01592,0.004951,0.004951,0.004951
53,90446.8,1.04777,0.7379,1.05367,0.60048,0.62297,0.54516,0.35142,1.00136,0.6707,1.01554,0.004852,0.004852,0.004852