le-yolo/runs/detect/train23/results.csv
2025-06-05 15:17:57 +08:00

53 lines
5.4 KiB
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
1,12.8291,0.45249,4.1986,0.07575,0.00149,0.02273,0.00077,0.00015,2.02097,5.41193,0.46303,0.00012,0.00012,0.00012
2,24.9957,1.79957,2.29896,0.37743,0,0,0,0,2.11999,3.27398,0.45299,0.000257426,0.000257426,0.000257426
3,37.3083,1.76111,1.67931,0.28696,0.01681,0.04545,0.01124,0.00262,1.94571,2.36956,0.43637,0.00039208,0.00039208,0.00039208
4,49.549,1.22472,1.18116,0.30079,0.00592,0.04545,0.00604,0.00179,1.92268,2.02949,0.44855,0.000523962,0.000523962,0.000523962
5,62.1784,0.01497,0.36592,0.0041,0.00556,0.02273,0.00374,0.0015,1.94858,2.24726,0.46701,0.000653072,0.000653072,0.000653072
6,74.6856,0.36814,0.63885,0.13831,0,0,0,0,2.24007,2.52073,0.50565,0.00077941,0.00077941,0.00077941
7,86.91,0.88489,1.07485,0.20194,0,0,0,0,2.32088,2.53415,0.50091,0.000902976,0.000902976,0.000902976
8,99.0128,0.42338,0.60917,0.06952,0,0,0,0,2.39516,2.63943,0.4703,0.00102377,0.00102377,0.00102377
9,111.092,0.63434,0.89041,0.13923,0,0,0,0,2.35739,2.69967,0.45257,0.00114179,0.00114179,0.00114179
10,123.252,1.08634,1.12663,0.20171,0,0,0,0,2.39212,2.70762,0.45447,0.00125704,0.00125704,0.00125704
11,135.415,1.03104,1.12858,0.20304,0,0,0,0,2.49588,2.72736,0.4656,0.00136952,0.00136952,0.00136952
12,147.504,0.95977,1.01098,0.18837,0,0,0,0,2.52022,2.66453,0.44751,0.00147923,0.00147923,0.00147923
13,159.593,0.43783,0.67925,0.08501,0,0,0,0,2.52251,2.63569,0.43967,0.00158616,0.00158616,0.00158616
14,171.669,0.99888,1.10095,0.18185,0,0,0,0,2.52251,2.63569,0.43967,0.00169032,0.00169032,0.00169032
15,183.821,0.93062,1.17768,0.19708,0,0,0,0,2.51504,2.61879,0.43614,0.0017228,0.0017228,0.0017228
16,195.854,0.24923,0.49646,0.04238,0,0,0,0,2.4679,2.61992,0.43823,0.001703,0.001703,0.001703
17,208.024,1.48135,1.69808,0.2566,0,0,0,0,2.35916,2.56009,0.42629,0.0016832,0.0016832,0.0016832
18,220.3,0.96378,1.15846,0.19688,0,0,0,0,2.2041,2.44609,0.4149,0.0016634,0.0016634,0.0016634
19,232.351,0.95964,0.98526,0.18478,0,0,0,0,2.26022,2.41354,0.41501,0.0016436,0.0016436,0.0016436
20,244.81,0.80687,1.04294,0.23174,0,0,0,0,2.31597,2.28111,0.41942,0.0016238,0.0016238,0.0016238
21,257.494,1.40334,1.35888,0.28611,0.0101,0.02273,0.00991,0.00099,2.23455,2.09703,0.4069,0.001604,0.001604,0.001604
22,269.903,0.20343,0.3633,0.06384,0.0101,0.02273,0.00991,0.00099,2.23455,2.09703,0.4069,0.0015842,0.0015842,0.0015842
23,282.206,1.14788,1.25198,0.32602,0.0069,0.02273,0.01585,0.00317,2.22552,1.98648,0.40405,0.0015644,0.0015644,0.0015644
24,294.244,0.48511,0.51071,0.07746,0,0,0,0,2.37342,2.05043,0.41287,0.0015446,0.0015446,0.0015446
25,306.335,0.09075,0.26965,0.01639,0,0,0,0,2.45154,2.08025,0.41351,0.0015248,0.0015248,0.0015248
26,318.436,0.89605,0.89378,0.19868,0,0,0,0,2.48862,2.12856,0.41561,0.001505,0.001505,0.001505
27,330.455,0.14861,0.25266,0.0236,0,0,0,0,2.41233,2.12772,0.40287,0.0014852,0.0014852,0.0014852
28,342.488,0.25955,0.48263,0.03689,0,0,0,0,2.34264,2.4514,0.39424,0.0014654,0.0014654,0.0014654
29,354.476,0.60744,0.75436,0.14428,0,0,0,0,2.33996,2.63458,0.39508,0.0014456,0.0014456,0.0014456
30,366.512,0.23527,0.368,0.03763,0,0,0,0,2.33996,2.63458,0.39508,0.0014258,0.0014258,0.0014258
31,378.543,1.24185,1.38832,0.2575,0,0,0,0,2.32249,2.71493,0.39113,0.001406,0.001406,0.001406
32,390.583,0.67472,0.67878,0.1558,0,0,0,0,2.27372,2.6291,0.3802,0.0013862,0.0013862,0.0013862
33,402.7,0.30116,0.41522,0.06407,0,0,0,0,2.21664,2.4734,0.37119,0.0013664,0.0013664,0.0013664
34,415.285,0.99023,0.87546,0.24543,0,0,0,0,2.15515,2.31756,0.36713,0.0013466,0.0013466,0.0013466
35,427.723,0.90532,1.10336,0.24259,0,0,0,0,2.0955,2.30152,0.35918,0.0013268,0.0013268,0.0013268
36,443.642,0.93206,0.87828,0.17868,0,0,0,0,2.07463,2.25171,0.36049,0.001307,0.001307,0.001307
37,455.697,0.79901,1.0245,0.18769,0,0,0,0,2.13714,2.12118,0.36467,0.0012872,0.0012872,0.0012872
38,468.079,0.52684,0.57641,0.11564,0,0,0,0,2.13714,2.12118,0.36467,0.0012674,0.0012674,0.0012674
39,489.764,0.38916,0.53569,0.09963,0,0,0,0,2.18005,2.01342,0.37313,0.0012476,0.0012476,0.0012476
40,512.944,1.30015,1.15404,0.26573,0,0,0,0,2.17691,1.90704,0.39013,0.0012278,0.0012278,0.0012278
41,536.691,1.35784,1.09061,0.32558,0,0,0,0,2.13188,1.7802,0.41146,0.001208,0.001208,0.001208
42,554.872,0.63541,0.91816,0.17654,0.00602,0.02273,0.00338,0.00034,2.15322,1.74373,0.43292,0.0011882,0.0011882,0.0011882
43,567.346,0.99971,1.18691,0.2392,0.00229,0.02273,0.00137,0.00027,2.02911,1.73651,0.43239,0.0011684,0.0011684,0.0011684
44,579.837,0.344,0.38432,0.05877,0.00209,0.02273,0.00202,0.00061,1.90244,1.74085,0.42696,0.0011486,0.0011486,0.0011486
45,591.859,1.85295,1.47028,0.44784,0.00188,0.02273,0.00196,0.00078,1.82911,1.74164,0.42644,0.0011288,0.0011288,0.0011288
46,604.119,0.78608,0.84542,0.16401,0.00188,0.02273,0.00196,0.00078,1.82911,1.74164,0.42644,0.001109,0.001109,0.001109
47,616.311,0.37351,0.52948,0.11086,0.00218,0.02273,0.00215,0.00086,1.80365,1.66385,0.42364,0.0010892,0.0010892,0.0010892
48,628.566,1.18801,1.17842,0.31475,0.00317,0.02273,0.00273,0.00109,1.80861,1.54962,0.41309,0.0010694,0.0010694,0.0010694
49,641.024,0.85826,1.00929,0.21279,0.00465,0.02273,0.00345,0.00104,1.78207,1.44655,0.39502,0.0010496,0.0010496,0.0010496
50,653.598,1.12329,0.92976,0.23082,0.00524,0.02273,0.00433,0.00087,1.78538,1.39672,0.3792,0.0010298,0.0010298,0.0010298
51,666.392,1.51909,1.16732,0.3031,0.00485,0.02273,0.00549,0.0011,1.76958,1.34657,0.37333,0.00101,0.00101,0.00101