v1/train-val/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
1,420.197,1.76466,1.3675,1.41227,0.69048,0.59506,0.61857,0.2897,1.86412,43.6363,1.57201,0.000554558,0.000554558,0.000554558
2,839.326,1.77756,1.26965,1.43135,0.74072,0.692,0.74204,0.36847,1.7298,18.9138,1.48066,0.00109331,0.00109331,0.00109331
3,1258.67,1.73897,1.17632,1.39286,0.79341,0.71795,0.76678,0.37953,1.75397,16.0918,1.49124,0.00161515,0.00161515,0.00161515
4,1674.2,1.68088,1.10288,1.37802,0.8302,0.71768,0.78607,0.40215,1.66923,10.7206,1.40826,0.00159083,0.00159083,0.00159083
5,2090.74,1.64687,1.02348,1.34771,0.83179,0.74867,0.81312,0.4189,1.6205,10.304,1.40075,0.00156544,0.00156544,0.00156544
6,2506.32,1.62056,0.98386,1.33049,0.83917,0.77561,0.84269,0.44661,1.56395,9.86296,1.35934,0.00154005,0.00154005,0.00154005
7,2922.8,1.60215,0.95999,1.31377,0.83441,0.79257,0.84333,0.44116,1.57241,10.8663,1.34167,0.00151466,0.00151466,0.00151466
8,3334.68,1.57973,0.92819,1.3091,0.87544,0.78634,0.85408,0.45163,1.55834,6.10121,1.3475,0.00148927,0.00148927,0.00148927
9,3750.39,1.57057,0.90039,1.29688,0.87071,0.80639,0.86214,0.47051,1.52804,10.2566,1.32481,0.00146388,0.00146388,0.00146388
10,4167.27,1.55595,0.88934,1.28636,0.8698,0.81789,0.86987,0.47231,1.53976,9.33876,1.31913,0.00143849,0.00143849,0.00143849
11,4583.81,1.54215,0.87324,1.28506,0.88347,0.82256,0.87144,0.4812,1.48532,9.24971,1.30922,0.0014131,0.0014131,0.0014131
12,5001.38,1.54151,0.86207,1.28353,0.8784,0.82969,0.88287,0.48807,1.49778,7.72873,1.32511,0.00138771,0.00138771,0.00138771
13,5415.7,1.5211,0.84013,1.27191,0.88617,0.82019,0.87695,0.48668,1.52076,8.26148,1.32031,0.00136232,0.00136232,0.00136232
14,5826.82,1.51077,0.83545,1.27206,0.87902,0.82907,0.87439,0.48606,1.48204,8.31702,1.29191,0.00133693,0.00133693,0.00133693
15,6242.8,1.50465,0.82595,1.27102,0.88299,0.83127,0.88331,0.49249,1.50724,7.10467,1.31589,0.00131154,0.00131154,0.00131154
16,6660.76,1.4939,0.80938,1.26095,0.89125,0.83151,0.89092,0.50283,1.48565,9.45108,1.32337,0.00128615,0.00128615,0.00128615
17,7078.61,1.48761,0.8017,1.25753,0.88771,0.84979,0.89542,0.5054,1.45685,8.13793,1.28446,0.00126076,0.00126076,0.00126076
18,7495.5,1.48686,0.79459,1.2588,0.8949,0.8443,0.89686,0.5023,1.46864,7.05671,1.28017,0.00123538,0.00123538,0.00123538
19,7910.69,1.47168,0.78027,1.2491,0.90491,0.84576,0.90022,0.5131,1.44692,8.90855,1.272,0.00120999,0.00120999,0.00120999
20,8329.22,1.47008,0.77873,1.24647,0.90058,0.85119,0.90177,0.51425,1.45985,7.07057,1.28536,0.0011846,0.0011846,0.0011846
21,8745.93,1.46171,0.7683,1.24354,0.89392,0.85369,0.90515,0.51614,1.43449,8.89426,1.26369,0.00115921,0.00115921,0.00115921
22,9160.68,1.46389,0.76362,1.23712,0.90181,0.85503,0.90733,0.51803,1.45356,5.77393,1.27003,0.00113382,0.00113382,0.00113382
23,9574.71,1.44836,0.75717,1.23572,0.90458,0.85374,0.90546,0.52039,1.43046,5.95705,1.25964,0.00110843,0.00110843,0.00110843
24,9990.04,1.44895,0.75434,1.23721,0.90735,0.86203,0.91221,0.52982,1.41725,7.44996,1.25801,0.00108304,0.00108304,0.00108304
25,10403.9,1.43166,0.74203,1.2319,0.90331,0.86436,0.91379,0.5267,1.39922,7.6366,1.24981,0.00105765,0.00105765,0.00105765
26,10816.5,1.43754,0.74064,1.22509,0.91249,0.86279,0.91654,0.52886,1.42981,6.21731,1.25763,0.00103226,0.00103226,0.00103226
27,11228.5,1.41658,0.72808,1.21639,0.91225,0.86791,0.91525,0.52832,1.41286,6.77402,1.25017,0.00100687,0.00100687,0.00100687
28,11641.9,1.41626,0.7165,1.2141,0.90914,0.86191,0.91549,0.5287,1.4082,6.06791,1.24737,0.000981478,0.000981478,0.000981478
29,12056.4,1.41408,0.71239,1.2203,0.90652,0.87064,0.91798,0.53635,1.39849,6.19022,1.24031,0.000956089,0.000956089,0.000956089
30,12472.4,1.40875,0.7043,1.20592,0.90866,0.8748,0.92067,0.53884,1.40611,6.55112,1.25015,0.000930699,0.000930699,0.000930699
31,12888.2,1.40392,0.70164,1.21071,0.90426,0.87378,0.92033,0.53245,1.42493,5.23211,1.26607,0.000905309,0.000905309,0.000905309
32,13301.7,1.39348,0.69953,1.2021,0.90511,0.87863,0.92044,0.53689,1.41419,5.92404,1.24944,0.00087992,0.00087992,0.00087992
33,13716.9,1.3945,0.69122,1.19624,0.9155,0.86943,0.92286,0.54393,1.3903,4.79925,1.23335,0.00085453,0.00085453,0.00085453
34,14135.2,1.39468,0.69059,1.20069,0.91386,0.87446,0.92256,0.54283,1.40012,5.45723,1.23988,0.00082914,0.00082914,0.00082914
35,14549.4,1.3814,0.68205,1.20087,0.91474,0.87875,0.92608,0.54304,1.38331,5.19335,1.22407,0.00080375,0.00080375,0.00080375
36,14962.9,1.37752,0.67273,1.18567,0.90719,0.88408,0.92689,0.54817,1.37037,5.24723,1.22364,0.000778361,0.000778361,0.000778361
37,15380.3,1.36155,0.66455,1.18639,0.91162,0.88571,0.9251,0.54687,1.39275,5.95208,1.24004,0.000752971,0.000752971,0.000752971
38,15796.4,1.37144,0.66996,1.18581,0.91233,0.88473,0.92691,0.54951,1.38884,4.90416,1.23288,0.000727581,0.000727581,0.000727581
39,16209.9,1.3548,0.66107,1.18919,0.91588,0.88186,0.92487,0.5489,1.39178,6.25481,1.23724,0.000702192,0.000702192,0.000702192
40,16622.9,1.35476,0.65003,1.1756,0.91966,0.88194,0.92784,0.54813,1.39846,4.85145,1.24367,0.000676802,0.000676802,0.000676802
41,17037,1.33818,0.65152,1.1746,0.91753,0.8879,0.92956,0.55121,1.37909,5.5499,1.23381,0.000651412,0.000651412,0.000651412
42,17453.7,1.3482,0.644,1.17567,0.91197,0.89207,0.92989,0.54999,1.38641,4.79643,1.22743,0.000626023,0.000626023,0.000626023
43,17867,1.34097,0.64098,1.17679,0.91479,0.8878,0.92733,0.55304,1.38008,5.51721,1.23068,0.000600633,0.000600633,0.000600633
44,18284.8,1.32515,0.63356,1.16227,0.91756,0.88754,0.92952,0.55259,1.38325,4.33451,1.22476,0.000575243,0.000575243,0.000575243
45,18699.2,1.32723,0.62945,1.15872,0.91107,0.89291,0.92782,0.55525,1.35769,5.26302,1.21758,0.000549854,0.000549854,0.000549854
46,19114.7,1.31553,0.62555,1.16599,0.91348,0.8929,0.93068,0.5567,1.37818,3.97822,1.23017,0.000524464,0.000524464,0.000524464
47,19530.8,1.32135,0.62524,1.15718,0.91432,0.88956,0.93094,0.55803,1.37465,4.03416,1.22348,0.000499074,0.000499074,0.000499074
48,19946.5,1.31266,0.61786,1.15514,0.91793,0.88933,0.93174,0.55797,1.37422,4.11166,1.21816,0.000473684,0.000473684,0.000473684
49,20360.6,1.29918,0.61207,1.15091,0.91665,0.88888,0.93011,0.55837,1.38179,4.34154,1.23031,0.000448295,0.000448295,0.000448295
50,20779,1.29156,0.60563,1.14818,0.91274,0.89536,0.93308,0.56161,1.3593,4.09332,1.21866,0.000422905,0.000422905,0.000422905
51,21197.4,1.28262,0.59898,1.14426,0.91756,0.88948,0.93277,0.55996,1.37129,3.96135,1.22,0.000397515,0.000397515,0.000397515
52,21613.7,1.2948,0.60087,1.13477,0.91983,0.88787,0.93326,0.56319,1.36529,4.23322,1.21482,0.000372126,0.000372126,0.000372126
53,22032.1,1.28167,0.59862,1.13907,0.91545,0.8904,0.93411,0.56254,1.37412,3.59667,1.22067,0.000346736,0.000346736,0.000346736
54,22447.2,1.27234,0.58804,1.13583,0.92025,0.89169,0.93383,0.56312,1.3728,3.7638,1.22111,0.000321346,0.000321346,0.000321346
55,22861,1.26801,0.5901,1.1426,0.91661,0.89558,0.93229,0.55996,1.3774,3.96537,1.2248,0.000295957,0.000295957,0.000295957
56,23272,1.27931,0.5416,1.15899,0.91757,0.89293,0.93398,0.56245,1.37568,3.95546,1.22112,0.000270567,0.000270567,0.000270567
57,23683.4,1.26766,0.53934,1.15566,0.91818,0.89475,0.93649,0.56225,1.36001,3.52243,1.21578,0.000245177,0.000245177,0.000245177
58,24093.9,1.25825,0.5277,1.148,0.91632,0.89555,0.93575,0.56493,1.36998,3.27439,1.2216,0.000219788,0.000219788,0.000219788
59,24510.8,1.2514,0.52315,1.14515,0.92381,0.89124,0.9367,0.56514,1.37431,3.31534,1.22143,0.000194398,0.000194398,0.000194398
60,24928,1.24044,0.52045,1.13895,0.92005,0.89104,0.9366,0.5659,1.36337,3.28065,1.22353,0.000169008,0.000169008,0.000169008
61,25344.2,1.23896,0.51676,1.14096,0.91974,0.89483,0.93676,0.56624,1.38409,3.09404,1.23167,0.000143618,0.000143618,0.000143618
62,25760.9,1.22985,0.51493,1.13532,0.91702,0.89687,0.93706,0.56638,1.377,2.91451,1.22841,0.000118229,0.000118229,0.000118229
63,26178.4,1.22592,0.51087,1.13185,0.9241,0.89015,0.9373,0.56567,1.37699,3.24137,1.22688,9.28391e-05,9.28391e-05,9.28391e-05
64,26592.7,1.21817,0.50486,1.12694,0.91728,0.89808,0.93738,0.56605,1.38087,2.86081,1.23321,6.74494e-05,6.74494e-05,6.74494e-05
65,27007.6,1.21098,0.50075,1.12596,0.92228,0.89279,0.9375,0.56717,1.37967,2.77338,1.23488,4.20597e-05,4.20597e-05,4.20597e-05