jjsos_JJdetection/runs/detect/train9/results.csv

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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
1,4.13884,1.77846,3.33264,2.33034,0.00888,1,0.44724,0.10058,1.65522,4.41347,2.47633,3.334e-05,3.334e-05,3.334e-05
2,7.95171,1.72813,3.19158,2.0307,0.0084,1,0.39398,0.10342,1.52837,4.31714,2.30326,8.16997e-05,8.16997e-05,8.16997e-05
3,11.7618,1.74123,3.20535,2.01833,0.00802,1,0.39633,0.13763,1.54904,4.23266,2.23775,0.000128079,0.000128079,0.000128079
4,15.8053,1.56293,3.17916,1.84538,0.00731,1,0.42639,0.1565,1.46679,4.48816,2.19503,0.000172478,0.000172478,0.000172478
5,19.557,1.53862,3.16007,1.92064,0.00705,1,0.6226,0.21889,1.70659,4.48726,2.34355,0.000214896,0.000214896,0.000214896
6,23.3485,1.35101,2.91006,1.78661,0.00692,1,0.52871,0.19654,2.03536,4.37695,2.71309,0.000255334,0.000255334,0.000255334
7,27.0409,1.33042,2.47366,1.59851,0.00677,1,0.60046,0.21303,2.06413,4.27037,2.73235,0.000293792,0.000293792,0.000293792
8,30.6982,1.18165,2.4076,1.56059,0.00667,1,0.56423,0.18997,1.8964,4.13488,2.5848,0.000330269,0.000330269,0.000330269
9,34.4286,1.33686,2.1548,1.71402,0.00673,1,0.36111,0.16345,1.70105,3.97662,2.28984,0.000364766,0.000364766,0.000364766
10,38.1359,1.42876,2.11027,1.71695,0.0069,1,0.32653,0.12901,1.68899,3.96796,2.27339,0.000397283,0.000397283,0.000397283
11,41.8517,1.09018,1.98268,1.46483,0.00746,1,0.3115,0.09539,1.71328,4.18903,2.33634,0.000427819,0.000427819,0.000427819
12,45.5922,1.19601,2.00373,1.5379,0.00781,1,0.2379,0.08486,1.7265,4.18302,2.51617,0.000456375,0.000456375,0.000456375
13,49.3777,1.12847,1.88698,1.54784,0.00867,1,0.24466,0.10442,1.9779,4.42834,2.79567,0.00048295,0.00048295,0.00048295
14,53.2037,1.26049,1.79189,1.50568,0.0103,1,0.35211,0.15849,2.05899,4.27574,3.03359,0.000507545,0.000507545,0.000507545
15,57.1683,1.27232,1.65185,1.50434,0.0103,1,0.35211,0.15849,2.05899,4.27574,3.03359,0.000530159,0.000530159,0.000530159
16,60.9876,1.10646,1.95543,1.45801,1,0.17816,0.51321,0.173,2.03663,4.2092,3.06294,0.000550793,0.000550793,0.000550793
17,64.9107,1.2465,1.94935,1.65895,1,0.21953,0.53738,0.19021,2.02496,3.99606,2.98039,0.000569447,0.000569447,0.000569447
18,68.6453,1.0855,1.70094,1.34159,1,0.21953,0.53738,0.19021,2.02496,3.99606,2.98039,0.000586121,0.000586121,0.000586121
19,72.5955,1.01695,1.69813,1.40709,0.73623,0.31497,0.5051,0.19527,2.08978,3.79286,2.96008,0.000600813,0.000600813,0.000600813
20,76.5665,1.07672,1.68339,1.41294,1,0.32021,0.46135,0.24505,2.13268,4.06905,2.98995,0.000613526,0.000613526,0.000613526
21,83.0796,0.98015,1.46723,1.33931,1,0.32021,0.46135,0.24505,2.13268,4.06905,2.98995,0.000624258,0.000624258,0.000624258
22,89.6533,1.08455,1.61053,1.40134,0.74337,0.32449,0.4677,0.20904,2.11032,3.76359,2.94544,0.00063301,0.00063301,0.00063301
23,93.6034,1.07545,1.56754,1.44217,0.74337,0.32449,0.4677,0.20904,2.11032,3.76359,2.94544,0.000639781,0.000639781,0.000639781
24,97.4782,1.19834,1.52183,1.39571,0.53334,0.55556,0.54413,0.18192,2.15579,3.37617,3.04896,0.000644572,0.000644572,0.000644572
25,102.268,1.19131,1.49498,1.52923,0.53334,0.55556,0.54413,0.18192,2.15579,3.37617,3.04896,0.000647383,0.000647383,0.000647383
26,106.391,1.31629,1.60052,1.53745,0.49185,0.55556,0.55173,0.19505,2.07247,3.2729,2.97799,0.000648213,0.000648213,0.000648213
27,110.337,0.95128,1.60474,1.42473,0.49185,0.55556,0.55173,0.19505,2.07247,3.2729,2.97799,0.000647063,0.000647063,0.000647063
28,114.137,0.8898,1.49152,1.32525,0.50492,0.88889,0.61617,0.25185,2.21075,3.40991,3.1845,0.000643932,0.000643932,0.000643932
29,118.191,0.79928,1.28674,1.19097,0.50492,0.88889,0.61617,0.25185,2.21075,3.40991,3.1845,0.000638821,0.000638821,0.000638821
30,122.253,0.85916,1.32514,1.29633,0.50492,0.88889,0.61617,0.25185,2.21075,3.40991,3.1845,0.00063173,0.00063173,0.00063173
31,126.151,1.0073,1.57764,1.45026,0.57871,0.77778,0.5875,0.24061,2.2685,3.43404,3.27659,0.000622658,0.000622658,0.000622658
32,130.16,0.8752,1.46703,1.35818,0.57871,0.77778,0.5875,0.24061,2.2685,3.43404,3.27659,0.000611606,0.000611606,0.000611606
33,134.112,1.1025,1.40791,1.47637,0.78061,0.77778,0.77435,0.31578,2.06794,3.30737,2.86496,0.000598573,0.000598573,0.000598573
34,137.969,0.84155,1.22317,1.24044,0.78061,0.77778,0.77435,0.31578,2.06794,3.30737,2.86496,0.000577782,0.000577782,0.000577782
35,141.791,0.85341,1.33207,1.27288,0.78061,0.77778,0.77435,0.31578,2.06794,3.30737,2.86496,0.000544776,0.000544776,0.000544776
36,145.632,0.82434,1.26827,1.24657,0.85893,0.77778,0.83659,0.30875,2.16614,3.05484,2.90834,0.000511769,0.000511769,0.000511769
37,149.473,0.94346,1.29628,1.2461,0.85893,0.77778,0.83659,0.30875,2.16614,3.05484,2.90834,0.000478762,0.000478762,0.000478762
38,153.33,0.90714,1.466,1.31152,0.85893,0.77778,0.83659,0.30875,2.16614,3.05484,2.90834,0.000445756,0.000445756,0.000445756
39,157.306,0.93143,2.0317,1.49936,0.73725,0.62699,0.64172,0.27539,2.03222,3.3425,2.67315,0.000412749,0.000412749,0.000412749
40,161.034,0.95984,1.39261,1.30483,0.73725,0.62699,0.64172,0.27539,2.03222,3.3425,2.67315,0.000379743,0.000379743,0.000379743
41,164.952,0.89678,2.04028,1.41878,0.62093,0.55556,0.64873,0.2601,2.05188,3.07867,2.72256,0.000346736,0.000346736,0.000346736
42,168.73,0.87839,2.00898,1.3825,0.62093,0.55556,0.64873,0.2601,2.05188,3.07867,2.72256,0.000313729,0.000313729,0.000313729
43,172.638,0.85799,1.87336,1.28866,0.62093,0.55556,0.64873,0.2601,2.05188,3.07867,2.72256,0.000280723,0.000280723,0.000280723
44,176.518,0.78712,1.92299,1.30836,0.95856,0.55556,0.71923,0.28658,2.16511,2.83326,2.82944,0.000247716,0.000247716,0.000247716
45,180.437,0.67851,1.74282,1.22576,0.95856,0.55556,0.71923,0.28658,2.16511,2.83326,2.82944,0.00021471,0.00021471,0.00021471
46,184.375,0.69648,1.72483,1.285,0.95856,0.55556,0.71923,0.28658,2.16511,2.83326,2.82944,0.000181703,0.000181703,0.000181703
47,188.218,0.67944,1.72191,1.2338,1,0.65774,0.76648,0.31952,2.15672,2.7884,2.91125,0.000148696,0.000148696,0.000148696
48,192.026,0.66697,1.76311,1.28209,1,0.65774,0.76648,0.31952,2.15672,2.7884,2.91125,0.00011569,0.00011569,0.00011569
49,195.81,0.70898,1.98935,1.2712,0.93399,0.66667,0.78405,0.29753,2.17724,2.85954,2.9686,8.26832e-05,8.26832e-05,8.26832e-05
50,199.626,0.81447,1.78145,1.34858,0.93399,0.66667,0.78405,0.29753,2.17724,2.85954,2.9686,4.96766e-05,4.96766e-05,4.96766e-05