ant-vision-inspector/ai/runs/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
1,0.744601,2.4784,4.2576,2.37292,0.00581,0.5,0.00599,0.00178,2.08106,4.5092,2.3941,0,0,0
2,1.17594,3.54636,4.89413,2.76008,0.00588,0.5,0.00622,0.00124,2.10159,4.51392,2.40401,1.23763e-05,1.23763e-05,1.23763e-05
3,1.4434,3.2212,4.47996,3.91873,0.01514,1,0.01568,0.0022,2.24221,4.37976,2.4629,2.4505e-05,2.4505e-05,2.4505e-05
4,1.81097,3.23832,4.18544,3.38558,0.01459,1,0.01534,0.0037,2.32948,4.47892,2.46147,3.63862e-05,3.63862e-05,3.63862e-05
5,2.17724,2.76973,4.43589,2.74067,0.00556,0.5,0.00711,0.00195,2.33679,4.46132,2.45867,4.802e-05,4.802e-05,4.802e-05
6,2.47758,2.93916,4.25681,2.81574,0.00562,0.5,0.00711,0.00197,2.23356,4.4439,2.55513,5.94062e-05,5.94062e-05,5.94062e-05
7,2.77856,2.95798,3.80506,2.41629,0.01433,1,0.0167,0.00167,2.13047,4.47684,2.46296,7.0545e-05,7.0545e-05,7.0545e-05
8,3.08538,2.97272,3.8706,2.66583,0.00847,0.5,0.00939,0.00094,1.93983,4.4964,2.44096,8.14362e-05,8.14362e-05,8.14362e-05
9,3.38628,1.96121,4.27233,2.04591,0,0,0,0,1.67434,4.64554,2.3051,9.208e-05,9.208e-05,9.208e-05
10,3.68733,2.62766,3.67184,2.50334,0,0,0,0,1.44683,4.71852,2.19216,0.000102476,0.000102476,0.000102476
11,3.97817,2.60241,4.1424,2.70991,0.00556,0.5,0.01605,0.0016,1.42181,4.70011,2.16441,0.000112625,0.000112625,0.000112625
12,4.28608,3.28551,4.52089,2.67545,0.00588,0.5,0.01345,0.00269,1.52292,4.67835,2.13383,0.000122526,0.000122526,0.000122526
13,4.58546,2.2033,4.2669,2.49512,0.00562,0.5,0.01157,0.00231,1.68387,4.61194,2.17338,0.00013218,0.00013218,0.00013218
14,4.88485,2.87394,4.40826,2.70916,0.00568,0.5,0.00975,0.00195,1.89075,4.58147,2.30027,0.000141586,0.000141586,0.000141586
15,5.19968,2.71982,4.27341,2.72914,0,0,0,0,1.96866,4.44855,2.33624,0.000150745,0.000150745,0.000150745
16,5.49215,1.68605,4.24646,1.87531,0,0,0,0,2.00553,4.48707,2.29285,0.000159656,0.000159656,0.000159656
17,5.79325,2.00138,3.94773,2.26758,0,0,0,0,2.09648,4.63246,2.4007,0.00016832,0.00016832,0.00016832
18,6.09155,3.05671,5.53908,2.66707,0,0,0,0,2.09648,4.63246,2.4007,0.000176736,0.000176736,0.000176736
19,6.39052,2.20901,3.52372,2.04393,0.00806,0.5,0.02369,0.00237,2.20865,4.54601,2.56285,0.000184905,0.000184905,0.000184905
20,6.66892,2.4483,3.70065,2.23467,0.00806,0.5,0.02369,0.00237,2.20865,4.54601,2.56285,0.000192826,0.000192826,0.000192826
21,6.9332,2.19448,3.86943,2.10117,0.00463,0.5,0.03317,0.00663,2.32559,4.48125,2.62548,0.0002005,0.0002005,0.0002005
22,7.30519,2.9479,4.3599,2.76934,0.00463,0.5,0.03317,0.00663,2.32559,4.48125,2.62548,0.000207926,0.000207926,0.000207926
23,7.68986,1.39714,3.40426,1.6151,0.01578,1,0.08837,0.01146,2.44041,4.6826,2.72339,0.000215105,0.000215105,0.000215105
24,7.99967,2.46841,3.48691,2.13383,0.01578,1,0.08837,0.01146,2.44041,4.6826,2.72339,0.000222036,0.000222036,0.000222036
25,8.31396,2.56835,4.10281,2.20972,0.00481,0.5,0.01777,0.00355,2.61255,4.61058,2.86581,0.00022872,0.00022872,0.00022872
26,8.55453,1.65391,3.70866,1.88456,0.00481,0.5,0.01777,0.00355,2.61255,4.61058,2.86581,0.000235156,0.000235156,0.000235156
27,8.80235,2.00119,3.45089,1.89926,0.01604,1,0.05212,0.00521,2.74287,4.6437,2.91424,0.000241345,0.000241345,0.000241345
28,9.04528,1.89956,3.68555,2.16165,0.01604,1,0.05212,0.00521,2.74287,4.6437,2.91424,0.000247286,0.000247286,0.000247286
29,9.29273,1.42472,2.92227,1.75125,0.01111,0.5,0.12437,0.01244,3.06977,4.5736,3.06093,0.00025298,0.00025298,0.00025298
30,9.60359,1.35767,2.62078,1.55004,0.01111,0.5,0.12437,0.01244,3.06977,4.5736,3.06093,0.000258426,0.000258426,0.000258426
31,9.94422,2.37035,4.66417,2.27559,0.01316,0.5,0.16583,0.01658,3.36893,4.24859,3.23425,0.000263625,0.000263625,0.000263625
32,10.2594,1.61322,2.86179,1.53237,0.01316,0.5,0.16583,0.01658,3.36893,4.24859,3.23425,0.000268576,0.000268576,0.000268576
33,10.6412,1.85856,3.15064,1.88045,0.02083,0.5,0.16583,0.01658,3.44544,4.47775,3.34489,0.00027328,0.00027328,0.00027328
34,10.9661,1.62452,2.88937,1.72429,0.02083,0.5,0.16583,0.01658,3.44544,4.47775,3.34489,0.000277736,0.000277736,0.000277736
35,11.2888,1.21431,3.51628,1.62717,0,0,0,0,3.47481,4.57555,3.33539,0.000281945,0.000281945,0.000281945
36,11.5318,1.39337,2.94668,1.47319,0,0,0,0,3.47481,4.57555,3.33539,0.000285906,0.000285906,0.000285906
37,11.7887,2.14196,3.0238,1.80533,0,0,0,0,3.7452,4.84862,3.44227,0.00028962,0.00028962,0.00028962
38,12.0408,1.81846,2.33607,1.79617,0,0,0,0,3.7452,4.84862,3.44227,0.000293086,0.000293086,0.000293086
39,12.2951,1.17175,1.92086,1.3652,0,0,0,0,4.06912,4.91101,3.62994,0.000296305,0.000296305,0.000296305
40,12.5315,1.62593,2.48208,1.50529,0,0,0,0,4.06912,4.91101,3.62994,0.000299276,0.000299276,0.000299276
41,12.8727,2.11165,2.67321,1.7814,0,0,0,0,4.39582,4.54093,3.81935,0.000302,0.000302,0.000302
42,13.1287,1.58216,2.68408,1.63978,0,0,0,0,4.39582,4.54093,3.81935,0.000304476,0.000304476,0.000304476
43,13.4027,1.4236,2.75829,1.527,0.01351,0.5,0.02163,0.00216,4.3829,4.34724,3.73475,0.000306705,0.000306705,0.000306705
44,13.6611,1.58086,3.04931,1.97095,0.01351,0.5,0.02163,0.00216,4.3829,4.34724,3.73475,0.000308686,0.000308686,0.000308686
45,13.94,1.70552,2.1028,1.7847,0.0119,0.5,0.03109,0.00311,4.02893,4.68709,3.46274,0.00031042,0.00031042,0.00031042
46,14.2063,1.17287,2.30212,1.21687,0.0119,0.5,0.03109,0.00311,4.02893,4.68709,3.46274,0.000311906,0.000311906,0.000311906
47,14.4787,0.75953,1.79745,0.99198,0.01111,0.5,0.04523,0.00452,4.16401,4.4644,3.55846,0.000313145,0.000313145,0.000313145
48,14.7356,2.12559,4.16293,2.21951,0.01111,0.5,0.04523,0.00452,4.16401,4.4644,3.55846,0.000314136,0.000314136,0.000314136
49,15.0753,0.92121,2.05049,1.10199,0.00962,0.5,0.04146,0.00829,3.90365,4.64333,3.48688,0.00031488,0.00031488,0.00031488
50,15.3345,1.19831,1.99876,1.28056,0.00962,0.5,0.04146,0.00829,3.90365,4.64333,3.48688,0.000315376,0.000315376,0.000315376
51,15.6062,2.135,2.40625,1.81904,0.01042,0.5,0.05528,0.0229,3.18088,5.77238,3.2612,0.000315625,0.000315625,0.000315625
52,15.9429,1.72253,3.24847,1.71661,0.01042,0.5,0.05528,0.0229,3.18088,5.77238,3.2612,0.000315626,0.000315626,0.000315626
53,16.2756,0.98827,2.52014,1.26921,0.01042,0.5,0.05528,0.0229,3.18088,5.77238,3.2612,0.00031538,0.00031538,0.00031538
54,16.6349,1.8328,2.53368,1.66716,0.01316,0.5,0.12437,0.01244,3.8633,4.65938,3.23911,0.000314886,0.000314886,0.000314886
55,16.8944,1.1818,1.78296,1.15008,0.01316,0.5,0.12437,0.01244,3.8633,4.65938,3.23911,0.000314145,0.000314145,0.000314145
56,17.2351,1.26713,2.38825,1.40594,0.01316,0.5,0.12437,0.01244,3.8633,4.65938,3.23911,0.000313156,0.000313156,0.000313156
57,17.5174,1.32827,1.94378,1.44297,0.01562,0.5,0.02073,0.00207,3.86529,4.77191,3.13775,0.00031192,0.00031192,0.00031192
58,17.7998,0.93866,1.97455,1.19817,0.01562,0.5,0.02073,0.00207,3.86529,4.77191,3.13775,0.000310436,0.000310436,0.000310436
59,18.0565,1.34164,4.69334,1.52493,0.01562,0.5,0.02073,0.00207,3.86529,4.77191,3.13775,0.000308705,0.000308705,0.000308705
60,18.3262,1.70827,3.61104,1.67179,0,0,0,0,3.93656,4.99738,3.11248,0.000306726,0.000306726,0.000306726
61,18.6133,0.82569,1.96032,1.1105,0,0,0,0,3.93656,4.99738,3.11248,0.0003045,0.0003045,0.0003045
62,18.8669,1.33918,2.16787,1.37237,0,0,0,0,3.93656,4.99738,3.11248,0.000302026,0.000302026,0.000302026
63,19.133,0.9404,2.00419,1.09295,0,0,0,0,3.54929,5.50927,3.04358,0.000299305,0.000299305,0.000299305
64,19.4517,0.83957,1.71834,1.04536,0,0,0,0,3.54929,5.50927,3.04358,0.000296336,0.000296336,0.000296336
65,19.7046,1.05975,1.98836,1.25573,0,0,0,0,3.54929,5.50927,3.04358,0.00029312,0.00029312,0.00029312
66,19.966,0.79495,1.71511,1.07986,0.01111,0.5,0.02073,0.00415,3.48677,6.07562,2.94905,0.000289656,0.000289656,0.000289656
67,20.2315,0.89674,1.76647,1.12805,0.01111,0.5,0.02073,0.00415,3.48677,6.07562,2.94905,0.000285945,0.000285945,0.000285945
68,20.4951,1.27186,2.05522,1.24621,0.01111,0.5,0.02073,0.00415,3.48677,6.07562,2.94905,0.000281986,0.000281986,0.000281986
69,20.763,0.72455,1.86789,1.0569,0,0,0,0,4.16796,5.98914,3.4865,0.00027778,0.00027778,0.00027778
70,21.0206,0.94838,1.5672,1.15049,0,0,0,0,4.16796,5.98914,3.4865,0.000273326,0.000273326,0.000273326
71,21.2798,1.62956,2.8345,1.75908,0,0,0,0,4.16796,5.98914,3.4865,0.000268625,0.000268625,0.000268625
72,21.6185,0.82159,1.62683,0.94171,0,0,0,0,4.70051,5.39397,3.87655,0.000263676,0.000263676,0.000263676
73,21.8885,0.84998,2.02611,1.30797,0,0,0,0,4.70051,5.39397,3.87655,0.00025848,0.00025848,0.00025848
74,22.1454,0.85087,1.42472,1.15593,0,0,0,0,4.70051,5.39397,3.87655,0.000253036,0.000253036,0.000253036
75,22.4095,1.1786,1.83474,1.21092,0,0,0,0,4.86689,6.24371,3.95955,0.000247345,0.000247345,0.000247345
76,22.6694,0.78564,1.66187,0.97539,0,0,0,0,4.86689,6.24371,3.95955,0.000241406,0.000241406,0.000241406
77,22.9286,0.79013,1.96926,1.26206,0,0,0,0,4.86689,6.24371,3.95955,0.00023522,0.00023522,0.00023522
78,23.1943,0.8152,1.59465,1.07906,0,0,0,0,4.81344,5.97521,4.01022,0.000228786,0.000228786,0.000228786
79,23.4546,0.61829,1.29337,0.98868,0,0,0,0,4.81344,5.97521,4.01022,0.000222105,0.000222105,0.000222105
80,23.7685,0.95007,1.79471,1.1416,0,0,0,0,4.81344,5.97521,4.01022,0.000215176,0.000215176,0.000215176
81,24.1034,0.93272,2.22583,1.20421,0.00617,0.5,0.00905,0.0009,4.60774,5.39816,3.81369,0.000208,0.000208,0.000208
82,24.3629,0.63241,1.21512,1.08097,0.00617,0.5,0.00905,0.0009,4.60774,5.39816,3.81369,0.000200576,0.000200576,0.000200576
83,24.6222,1.39649,2.39204,1.52958,0.00617,0.5,0.00905,0.0009,4.60774,5.39816,3.81369,0.000192905,0.000192905,0.000192905
84,24.9101,0.63485,1.24139,0.96726,0.00641,0.5,0.01913,0.00459,4.14874,5.15654,3.60735,0.000184986,0.000184986,0.000184986
85,25.1903,0.88995,1.76109,1.04753,0.00641,0.5,0.01913,0.00459,4.14874,5.15654,3.60735,0.00017682,0.00017682,0.00017682
86,25.4597,1.16455,2.35159,1.15176,0.00641,0.5,0.01913,0.00459,4.14874,5.15654,3.60735,0.000168406,0.000168406,0.000168406
87,25.761,0.86574,1.60094,1.1271,0.00641,0.5,0.01913,0.00459,4.14874,5.15654,3.60735,0.000159745,0.000159745,0.000159745
88,26.1232,0.57931,1.17361,0.95885,0.00704,0.5,0.01658,0.00332,3.66565,5.88071,3.25055,0.000150836,0.000150836,0.000150836
89,26.4022,0.88857,1.97356,1.07497,0.00704,0.5,0.01658,0.00332,3.66565,5.88071,3.25055,0.00014168,0.00014168,0.00014168
90,26.7071,0.71015,1.22162,1.07789,0.00704,0.5,0.01658,0.00332,3.66565,5.88071,3.25055,0.000132276,0.000132276,0.000132276
91,27.0615,0.80611,2.15097,0.95926,0.00704,0.5,0.01658,0.00332,3.66565,5.88071,3.25055,0.000122625,0.000122625,0.000122625
92,27.3798,0.75395,1.9817,1.18844,0.00758,0.5,0.01463,0.00368,3.64756,5.57493,3.04703,0.000112726,0.000112726,0.000112726
93,27.6734,0.52999,2.16673,0.94249,0.00758,0.5,0.01463,0.00368,3.64756,5.57493,3.04703,0.00010258,0.00010258,0.00010258
94,27.9692,0.29519,1.34975,0.94508,0.00758,0.5,0.01463,0.00368,3.64756,5.57493,3.04703,9.21862e-05,9.21862e-05,9.21862e-05
95,28.2525,0.533,1.80971,0.96369,0.00758,0.5,0.01463,0.00368,3.64756,5.57493,3.04703,8.1545e-05,8.1545e-05,8.1545e-05
96,28.5584,0.37619,1.67301,0.82287,0.00714,0.5,0.01309,0.00361,3.45585,5.23022,2.909,7.06563e-05,7.06563e-05,7.06563e-05
97,28.8522,0.58993,1.73032,0.93823,0.00714,0.5,0.01309,0.00361,3.45585,5.23022,2.909,5.952e-05,5.952e-05,5.952e-05
98,29.2014,1.19689,2.95317,1.27242,0.00714,0.5,0.01309,0.00361,3.45585,5.23022,2.909,4.81363e-05,4.81363e-05,4.81363e-05
99,29.5194,0.44641,1.50801,0.93925,0.00714,0.5,0.01309,0.00361,3.45585,5.23022,2.909,3.6505e-05,3.6505e-05,3.6505e-05
100,29.8906,0.52149,1.81476,0.89577,0.0061,0.5,0.01157,0.00231,3.45621,5.51821,2.93443,2.46263e-05,2.46263e-05,2.46263e-05