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Publish model head_detect_v0_l_yv11, on 2025-02-07 08:06:16 CST
257e942 verified
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
1,655.023,1.30363,0.80285,1.31336,0.87599,0.71287,0.78905,0.47499,1.21667,0.57923,1.20794,0.00333012,0.00333012,0.00333012
2,1051.06,1.19008,0.631,1.21316,0.86811,0.68976,0.76204,0.45462,1.23212,0.65317,1.16888,0.00659748,0.00659748,0.00659748
3,1453.77,1.21793,0.67885,1.23671,0.8525,0.64989,0.72249,0.41866,1.3026,0.71076,1.28972,0.00979885,0.00979885,0.00979885
4,1849.67,1.19959,0.677,1.2409,0.86392,0.6659,0.74157,0.43981,1.25348,0.62898,1.26809,0.009703,0.009703,0.009703
5,2244.72,1.15494,0.63246,1.21454,0.87189,0.68167,0.7588,0.45665,1.21494,0.60959,1.23659,0.009604,0.009604,0.009604
6,2640.49,1.12087,0.60793,1.20046,0.88163,0.68945,0.76698,0.46553,1.21587,0.57144,1.23536,0.009505,0.009505,0.009505
7,3035.7,1.10598,0.59013,1.18866,0.88239,0.70205,0.77524,0.47172,1.20213,0.55656,1.2194,0.009406,0.009406,0.009406
8,3430.37,1.0936,0.58448,1.18057,0.88611,0.70478,0.77971,0.47997,1.18653,0.5415,1.21879,0.009307,0.009307,0.009307
9,3824.91,1.0837,0.57455,1.18035,0.88511,0.71006,0.78296,0.48257,1.17802,0.52915,1.22088,0.009208,0.009208,0.009208
10,4219.67,1.07554,0.57011,1.16785,0.88485,0.71059,0.78554,0.48344,1.18754,0.5266,1.22193,0.009109,0.009109,0.009109
11,4614.77,1.06274,0.56214,1.16708,0.8823,0.71663,0.78848,0.48771,1.18728,0.52342,1.22778,0.00901,0.00901,0.00901
12,5009.9,1.05684,0.55897,1.16914,0.88524,0.71706,0.79114,0.48955,1.18493,0.51648,1.23692,0.008911,0.008911,0.008911
13,5405.11,1.05327,0.55544,1.158,0.88589,0.72003,0.7926,0.49098,1.18531,0.51356,1.23211,0.008812,0.008812,0.008812
14,5799.64,1.04597,0.54666,1.1587,0.88705,0.7204,0.79316,0.49206,1.18722,0.51171,1.23452,0.008713,0.008713,0.008713
15,6194.79,1.0382,0.54506,1.1521,0.88396,0.72218,0.79367,0.49354,1.1856,0.51293,1.23247,0.008614,0.008614,0.008614
16,6589.83,1.04066,0.5485,1.1567,0.88385,0.72374,0.79386,0.49455,1.18298,0.51315,1.23177,0.008515,0.008515,0.008515
17,7071.57,1.04025,0.54519,1.1506,0.88479,0.7237,0.79424,0.49496,1.18226,0.51292,1.23056,0.008416,0.008416,0.008416
18,7672.03,1.02812,0.53655,1.15182,0.88516,0.72373,0.79441,0.49542,1.1811,0.5135,1.23045,0.008317,0.008317,0.008317
19,8275.7,1.03009,0.53752,1.14684,0.88569,0.72394,0.79498,0.49604,1.17981,0.51319,1.22936,0.008218,0.008218,0.008218
20,8874.81,1.021,0.53542,1.14244,0.88769,0.72263,0.79518,0.49617,1.17873,0.51325,1.22756,0.008119,0.008119,0.008119
21,9354.3,1.02308,0.53648,1.14548,0.8879,0.72294,0.79529,0.4964,1.17811,0.51429,1.227,0.00802,0.00802,0.00802
22,9749.08,1.01943,0.52763,1.13833,0.88925,0.72242,0.79531,0.49663,1.17749,0.51503,1.22609,0.007921,0.007921,0.007921
23,10144.3,1.00237,0.52464,1.1359,0.88876,0.72255,0.79546,0.49718,1.17676,0.51648,1.22511,0.007822,0.007822,0.007822
24,10539.1,1.01144,0.52788,1.13692,0.8883,0.72277,0.79556,0.49695,1.17664,0.51725,1.22527,0.007723,0.007723,0.007723
25,10933.9,1.00365,0.52515,1.1291,0.88883,0.72224,0.79574,0.49711,1.17632,0.51864,1.22464,0.007624,0.007624,0.007624
26,11328.8,1.00026,0.51888,1.13653,0.88889,0.72259,0.79584,0.49774,1.17553,0.52068,1.22434,0.007525,0.007525,0.007525
27,11724,1.00213,0.52039,1.13247,0.88936,0.72266,0.79615,0.49799,1.17519,0.52244,1.22422,0.007426,0.007426,0.007426
28,12118.9,0.9937,0.51793,1.13141,0.88947,0.72239,0.79613,0.4981,1.17496,0.52455,1.22372,0.007327,0.007327,0.007327
29,12513.6,0.99003,0.51683,1.12468,0.89011,0.72248,0.7965,0.49838,1.17437,0.52642,1.22256,0.007228,0.007228,0.007228
30,12909.8,0.98848,0.5093,1.12104,0.89098,0.72248,0.79679,0.49835,1.17351,0.52876,1.22168,0.007129,0.007129,0.007129
31,13305.8,0.98539,0.51038,1.12188,0.8903,0.72268,0.7967,0.49843,1.17287,0.53038,1.22115,0.00703,0.00703,0.00703
32,13701.1,0.98581,0.51119,1.11541,0.89082,0.72272,0.79688,0.49866,1.17245,0.53213,1.22031,0.006931,0.006931,0.006931
33,14096.3,0.98084,0.51016,1.12207,0.89124,0.72262,0.79678,0.49874,1.17224,0.53392,1.2205,0.006832,0.006832,0.006832
34,14490.7,0.97357,0.50535,1.11546,0.89195,0.72259,0.79711,0.49897,1.17165,0.53556,1.21968,0.006733,0.006733,0.006733
35,14885.8,0.9764,0.50838,1.11591,0.89268,0.72185,0.79728,0.49931,1.17113,0.53712,1.21965,0.006634,0.006634,0.006634
36,15281.2,0.97768,0.50586,1.10905,0.89331,0.72163,0.79737,0.49972,1.17134,0.5394,1.21932,0.006535,0.006535,0.006535
37,15676.6,0.97449,0.50391,1.10924,0.89419,0.7219,0.79768,0.49953,1.17207,0.54075,1.21933,0.006436,0.006436,0.006436
38,16071.8,0.96598,0.4995,1.10989,0.89458,0.72175,0.79777,0.49992,1.17249,0.54297,1.21946,0.006337,0.006337,0.006337
39,16467.5,0.96979,0.49911,1.1092,0.89461,0.72167,0.79789,0.50004,1.17277,0.54472,1.2197,0.006238,0.006238,0.006238
40,16863,0.96074,0.49336,1.09956,0.89513,0.72171,0.79818,0.50032,1.17328,0.54561,1.21933,0.006139,0.006139,0.006139
41,17257.7,0.95297,0.49463,1.10455,0.89491,0.72185,0.79831,0.50032,1.17346,0.5474,1.21979,0.00604,0.00604,0.00604
42,17652.1,0.95672,0.48846,1.1027,0.89551,0.7218,0.79855,0.5006,1.17424,0.54849,1.22074,0.005941,0.005941,0.005941
43,18048.1,0.94699,0.48655,1.09957,0.89549,0.72198,0.79874,0.50089,1.17429,0.54985,1.22087,0.005842,0.005842,0.005842
44,18442.8,0.95677,0.49209,1.09918,0.89463,0.7225,0.79889,0.50108,1.17482,0.55159,1.22097,0.005743,0.005743,0.005743
45,18838.7,0.94097,0.48249,1.09155,0.89521,0.72229,0.799,0.5012,1.17484,0.5524,1.22157,0.005644,0.005644,0.005644
46,19233.2,0.94032,0.482,1.09254,0.89531,0.72271,0.79942,0.50165,1.17515,0.55372,1.22167,0.005545,0.005545,0.005545
47,19628.4,0.95198,0.48701,1.09903,0.89544,0.72274,0.79962,0.50204,1.17475,0.55455,1.22206,0.005446,0.005446,0.005446
48,20023.3,0.9341,0.47814,1.09073,0.89553,0.72333,0.79995,0.50211,1.17509,0.55546,1.22309,0.005347,0.005347,0.005347
49,20418.1,0.9357,0.47884,1.08881,0.89547,0.72396,0.80004,0.50209,1.17579,0.55617,1.22383,0.005248,0.005248,0.005248
50,20813.3,0.92909,0.4782,1.09087,0.89556,0.72385,0.80025,0.5025,1.1766,0.5569,1.22522,0.005149,0.005149,0.005149
51,21208.1,0.92865,0.47417,1.0879,0.89614,0.72375,0.80041,0.50266,1.17684,0.55807,1.22607,0.00505,0.00505,0.00505
52,21603.5,0.9252,0.47217,1.08396,0.89643,0.72388,0.80052,0.503,1.17736,0.55911,1.22647,0.004951,0.004951,0.004951
53,21998.6,0.92695,0.47342,1.079,0.89618,0.72471,0.80105,0.50311,1.17821,0.55869,1.2275,0.004852,0.004852,0.004852
54,22394.8,0.92035,0.46985,1.07645,0.89636,0.72508,0.80152,0.50345,1.17882,0.55883,1.22817,0.004753,0.004753,0.004753
55,22789.5,0.92084,0.4676,1.07559,0.89627,0.72566,0.8021,0.50369,1.17951,0.55921,1.22824,0.004654,0.004654,0.004654
56,23184.8,0.90416,0.46294,1.06972,0.89596,0.72642,0.80247,0.50387,1.17965,0.55924,1.22803,0.004555,0.004555,0.004555
57,23579.3,0.91687,0.46551,1.07285,0.89615,0.72645,0.80272,0.50385,1.18018,0.55932,1.22799,0.004456,0.004456,0.004456
58,23974.1,0.90619,0.46124,1.06941,0.89578,0.72707,0.80292,0.50408,1.18066,0.55934,1.22808,0.004357,0.004357,0.004357
59,24369.5,0.90396,0.45704,1.0655,0.89627,0.72728,0.80334,0.50433,1.18046,0.55869,1.2277,0.004258,0.004258,0.004258
60,24764.6,0.91062,0.46131,1.06377,0.89592,0.72798,0.80374,0.50454,1.18087,0.55973,1.22743,0.004159,0.004159,0.004159
61,25159.5,0.90118,0.45446,1.06512,0.89601,0.72803,0.80409,0.50483,1.18142,0.56015,1.22809,0.00406,0.00406,0.00406
62,25554.8,0.89694,0.45415,1.05686,0.89639,0.72811,0.80433,0.50522,1.18178,0.56108,1.22799,0.003961,0.003961,0.003961
63,25950.3,0.89135,0.45004,1.05942,0.89625,0.72826,0.80451,0.50541,1.18188,0.56208,1.22781,0.003862,0.003862,0.003862
64,26344.6,0.88666,0.45069,1.05882,0.89691,0.72801,0.80473,0.50574,1.18181,0.56339,1.22724,0.003763,0.003763,0.003763
65,26739,0.88502,0.44973,1.05898,0.89618,0.72865,0.8052,0.50615,1.18187,0.56391,1.22793,0.003664,0.003664,0.003664
66,27134,0.87806,0.44751,1.05817,0.89734,0.72833,0.80551,0.50657,1.18196,0.56491,1.22871,0.003565,0.003565,0.003565
67,27529,0.87979,0.44261,1.05202,0.8971,0.72917,0.80582,0.50672,1.18255,0.56597,1.22924,0.003466,0.003466,0.003466
68,27924,0.8695,0.43767,1.04939,0.89705,0.72965,0.80617,0.50694,1.18315,0.56763,1.22968,0.003367,0.003367,0.003367
69,28319,0.8684,0.43525,1.0438,0.89677,0.73038,0.80672,0.50711,1.18337,0.56795,1.22945,0.003268,0.003268,0.003268
70,28714.1,0.86354,0.43437,1.04579,0.89757,0.73058,0.80706,0.50751,1.18399,0.56761,1.2303,0.003169,0.003169,0.003169
71,29108.9,0.86147,0.4337,1.04366,0.89811,0.73049,0.80746,0.50804,1.1845,0.56845,1.23045,0.00307,0.00307,0.00307
72,29503.3,0.86297,0.43515,1.0407,0.89825,0.73097,0.80765,0.50779,1.18561,0.56934,1.23097,0.002971,0.002971,0.002971
73,29899.4,0.85266,0.42681,1.02846,0.89894,0.73079,0.80821,0.50797,1.18636,0.57041,1.23017,0.002872,0.002872,0.002872
74,30296.3,0.84572,0.42315,1.03075,0.89894,0.7307,0.80835,0.50849,1.18688,0.57276,1.22956,0.002773,0.002773,0.002773
75,30698.4,0.83992,0.41912,1.03445,0.89943,0.73127,0.80849,0.5085,1.18688,0.57424,1.23031,0.002674,0.002674,0.002674
76,31108.2,0.82938,0.41498,1.03004,0.89928,0.7317,0.80852,0.50872,1.18707,0.57624,1.23064,0.002575,0.002575,0.002575
77,31503,0.8344,0.41752,1.02763,0.89879,0.73234,0.80895,0.50898,1.18702,0.57761,1.23075,0.002476,0.002476,0.002476
78,31898.6,0.82473,0.41333,1.02245,0.89874,0.73257,0.80933,0.50922,1.1874,0.58069,1.23073,0.002377,0.002377,0.002377
79,32297.4,0.81542,0.40803,1.01692,0.89902,0.73243,0.8096,0.50946,1.18821,0.58315,1.23077,0.002278,0.002278,0.002278
80,32692.5,0.81943,0.40773,1.01759,0.89923,0.73255,0.80979,0.50974,1.18929,0.58615,1.23094,0.002179,0.002179,0.002179
81,33095.6,0.80948,0.4026,1.01362,0.89964,0.73206,0.80984,0.50975,1.1897,0.59006,1.2305,0.00208,0.00208,0.00208
82,33502.7,0.80686,0.40325,1.00782,0.89935,0.73217,0.80986,0.50992,1.19063,0.59378,1.23071,0.001981,0.001981,0.001981
83,33899.8,0.80602,0.40159,1.01375,0.89973,0.73221,0.81013,0.51021,1.19141,0.5971,1.23161,0.001882,0.001882,0.001882
84,34296.5,0.80265,0.39747,1.01144,0.89975,0.73184,0.8102,0.51029,1.19231,0.60197,1.23289,0.001783,0.001783,0.001783
85,34694.7,0.79404,0.39362,1.00168,0.90082,0.73095,0.81029,0.51055,1.19354,0.60763,1.23347,0.001684,0.001684,0.001684
86,35096.5,0.78288,0.38704,0.99661,0.90026,0.73124,0.81034,0.51032,1.19451,0.61221,1.23415,0.001585,0.001585,0.001585
87,35497.4,0.77098,0.37995,0.99706,0.90089,0.73063,0.81043,0.51034,1.19533,0.61758,1.23569,0.001486,0.001486,0.001486
88,35892.8,0.77178,0.38002,0.99354,0.90118,0.73042,0.81064,0.51041,1.19605,0.62245,1.23692,0.001387,0.001387,0.001387
89,36289,0.76041,0.37458,0.98532,0.90161,0.72985,0.81052,0.51049,1.19709,0.62786,1.23766,0.001288,0.001288,0.001288
90,36684.2,0.75019,0.36873,0.97735,0.90191,0.72971,0.81058,0.51068,1.19805,0.63393,1.23713,0.001189,0.001189,0.001189
91,37081.8,0.76871,0.34829,0.99043,0.90243,0.7286,0.81034,0.51077,1.19838,0.63913,1.23763,0.00109,0.00109,0.00109
92,37475.6,0.75605,0.34383,0.98217,0.90226,0.72872,0.81049,0.5109,1.19891,0.6436,1.23887,0.000991,0.000991,0.000991
93,37871.3,0.73799,0.33399,0.97294,0.90263,0.72791,0.81034,0.51077,1.19966,0.64931,1.23985,0.000892,0.000892,0.000892
94,38266.4,0.71674,0.32407,0.96149,0.90318,0.72752,0.81045,0.51059,1.20052,0.65301,1.24054,0.000793,0.000793,0.000793
95,38661.8,0.70575,0.31865,0.9548,0.90311,0.72769,0.81044,0.51073,1.20163,0.65771,1.2421,0.000694,0.000694,0.000694
96,39055.7,0.69994,0.3188,0.95182,0.90324,0.72752,0.81053,0.51087,1.20248,0.66226,1.24414,0.000595,0.000595,0.000595
97,39449.1,0.68177,0.30788,0.93917,0.90434,0.72657,0.81035,0.51083,1.20372,0.66711,1.24586,0.000496,0.000496,0.000496
98,39843.7,0.66676,0.30021,0.93596,0.90467,0.72639,0.8105,0.51077,1.20468,0.6722,1.2474,0.000397,0.000397,0.000397
99,40238.6,0.64944,0.29223,0.92628,0.9043,0.7266,0.81033,0.51059,1.20593,0.67737,1.24931,0.000298,0.000298,0.000298
100,40633.8,0.63588,0.28587,0.92339,0.90347,0.72658,0.81028,0.51054,1.20678,0.68247,1.25151,0.000199,0.000199,0.000199