narugo's picture
Publish model v2023.12.07_m_yv11, on 2025-02-05 19:44:07 CST
a39185a 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
1,23.918,1.55032,2.30348,1.47684,0.61727,0.77031,0.6974,0.47528,1.09348,inf,1.16375,0.0002875,0.0002875,0.0002875
2,40.4951,0.92337,0.72478,1.06508,0.74854,0.71337,0.76465,0.49445,1.11521,1.06681,1.14864,0.000581684,0.000581684,0.000581684
3,56.1354,0.89171,0.65267,1.05128,0.79106,0.72859,0.79921,0.53153,1.10063,0.90916,1.13172,0.000869928,0.000869928,0.000869928
4,71.8858,0.89211,0.64343,1.05092,0.7705,0.74022,0.81374,0.54435,1.05414,0.97021,1.15323,0.00115223,0.00115223,0.00115223
5,87.5188,0.88395,0.63543,1.04629,0.72538,0.63735,0.73691,0.48199,1.11659,1.11233,1.18478,0.0012005,0.0012005,0.0012005
6,102.643,0.87787,0.62094,1.04369,0.74519,0.72301,0.79356,0.53758,1.02773,0.92482,1.13086,0.00118812,0.00118812,0.00118812
7,118.03,0.86681,0.60381,1.0419,0.7699,0.79796,0.8456,0.59057,0.96992,0.91656,1.11841,0.00117575,0.00117575,0.00117575
8,133.016,0.85231,0.58713,1.03047,0.84933,0.81381,0.87151,0.62284,0.91814,0.70013,1.07086,0.00116337,0.00116337,0.00116337
9,148.123,0.8402,0.57797,1.0232,0.84654,0.8141,0.86886,0.61747,0.92776,0.66027,1.08111,0.001151,0.001151,0.001151
10,163.332,0.82763,0.56502,1.02425,0.84143,0.82171,0.87929,0.63334,0.90126,0.70892,1.05372,0.00113863,0.00113863,0.00113863
11,178.739,0.82633,0.55807,1.01802,0.85254,0.8377,0.89117,0.6465,0.89259,0.70443,1.03261,0.00112625,0.00112625,0.00112625
12,193.711,0.81872,0.55528,1.01832,0.8685,0.83907,0.89735,0.65241,0.88075,0.61481,1.03044,0.00111388,0.00111388,0.00111388
13,208.999,0.80714,0.54056,1.01005,0.87706,0.85388,0.90554,0.66126,0.86257,0.60136,1.02578,0.0011015,0.0011015,0.0011015
14,224.118,0.80626,0.53888,1.00705,0.89117,0.86512,0.91893,0.68348,0.83879,0.55331,1.00702,0.00108913,0.00108913,0.00108913
15,239.048,0.7916,0.53486,0.99976,0.88835,0.85421,0.91122,0.67261,0.84833,0.57663,1.0121,0.00107675,0.00107675,0.00107675
16,253.895,0.79164,0.52519,1.00567,0.87911,0.85976,0.91714,0.67856,0.84069,0.56484,1.00798,0.00106437,0.00106437,0.00106437
17,268.546,0.79217,0.52043,1.01044,0.8985,0.87404,0.92545,0.69435,0.82735,0.51199,1.00031,0.001052,0.001052,0.001052
18,283.401,0.78271,0.51375,0.99732,0.88313,0.84337,0.90355,0.66186,0.88175,0.5756,1.02611,0.00103962,0.00103962,0.00103962
19,298.328,0.77105,0.50591,0.99192,0.89164,0.86475,0.92155,0.69384,0.81344,0.53388,0.99405,0.00102725,0.00102725,0.00102725
20,313.622,0.77886,0.51382,0.99534,0.89614,0.8625,0.91784,0.68379,0.81651,0.52805,0.99189,0.00101488,0.00101488,0.00101488
21,328.496,0.76829,0.50441,0.9879,0.88684,0.86825,0.91827,0.68694,0.82996,0.54836,0.99922,0.0010025,0.0010025,0.0010025
22,343.262,0.76537,0.50125,0.98724,0.88558,0.86129,0.90888,0.6723,0.85393,0.53243,1.00637,0.000990125,0.000990125,0.000990125
23,358.072,0.76597,0.49712,0.98918,0.89625,0.86832,0.9221,0.69078,0.82237,0.52287,0.99156,0.00097775,0.00097775,0.00097775
24,372.895,0.75533,0.48915,0.97821,0.90044,0.87146,0.92464,0.69533,0.81394,0.51739,0.99064,0.000965375,0.000965375,0.000965375
25,387.876,0.75258,0.49113,0.97861,0.89939,0.87263,0.92668,0.6982,0.81284,0.51114,0.98867,0.000953,0.000953,0.000953
26,402.712,0.73989,0.47959,0.9756,0.90685,0.87207,0.92699,0.69995,0.81219,0.50969,0.98595,0.000940625,0.000940625,0.000940625
27,417.506,0.74597,0.47838,0.97566,0.90816,0.87323,0.9309,0.70922,0.79697,0.48385,0.97595,0.00092825,0.00092825,0.00092825
28,432.269,0.73902,0.47468,0.97107,0.90887,0.88222,0.93417,0.70991,0.79939,0.48152,0.97789,0.000915875,0.000915875,0.000915875
29,447.048,0.74058,0.4751,0.97299,0.91112,0.88297,0.93424,0.71133,0.79689,0.4771,0.97666,0.0009035,0.0009035,0.0009035
30,461.911,0.73129,0.46937,0.9736,0.91048,0.87926,0.93215,0.70715,0.80684,0.48062,0.97552,0.000891125,0.000891125,0.000891125
31,476.716,0.72369,0.46854,0.96969,0.91199,0.8765,0.92855,0.70952,0.78945,0.47705,0.97455,0.00087875,0.00087875,0.00087875
32,491.388,0.71938,0.46185,0.9659,0.91253,0.8791,0.93263,0.70802,0.80875,0.477,0.97707,0.000866375,0.000866375,0.000866375
33,506.008,0.71195,0.45555,0.96636,0.90982,0.87874,0.93228,0.71467,0.79378,0.46829,0.97295,0.000854,0.000854,0.000854
34,520.822,0.72224,0.45905,0.96163,0.90989,0.88372,0.93348,0.71358,0.78375,0.47127,0.97189,0.000841625,0.000841625,0.000841625
35,535.439,0.73074,0.46068,0.9711,0.90145,0.87312,0.92477,0.70116,0.80224,0.47973,0.98368,0.00082925,0.00082925,0.00082925
36,550.038,0.71827,0.45604,0.95975,0.91689,0.88692,0.9395,0.72939,0.75587,0.44828,0.96203,0.000816875,0.000816875,0.000816875
37,564.793,0.71678,0.45192,0.96409,0.91228,0.88612,0.93732,0.71842,0.78229,0.46239,0.96754,0.0008045,0.0008045,0.0008045
38,579.313,0.71947,0.45268,0.96927,0.9191,0.88726,0.94107,0.73033,0.75949,0.45016,0.96283,0.000792125,0.000792125,0.000792125
39,593.942,0.71542,0.44668,0.96489,0.91879,0.89004,0.94084,0.7318,0.75549,0.44303,0.96044,0.00077975,0.00077975,0.00077975
40,608.734,0.71153,0.4427,0.96195,0.91925,0.88654,0.94077,0.73056,0.756,0.4463,0.95898,0.000767375,0.000767375,0.000767375
41,623.422,0.71217,0.44472,0.95922,0.91415,0.89016,0.94023,0.73164,0.75065,0.45078,0.95313,0.000755,0.000755,0.000755
42,638.03,0.70441,0.44236,0.95603,0.91301,0.88674,0.93705,0.7178,0.78292,0.45523,0.97359,0.000742625,0.000742625,0.000742625
43,652.649,0.69941,0.43706,0.95225,0.91727,0.88697,0.93839,0.72145,0.77462,0.45329,0.96714,0.00073025,0.00073025,0.00073025
44,667.416,0.69262,0.42942,0.95387,0.91742,0.88965,0.94043,0.73197,0.75541,0.44354,0.95864,0.000717875,0.000717875,0.000717875
45,682.084,0.69302,0.42961,0.95216,0.91791,0.89309,0.94181,0.73467,0.74997,0.43611,0.95998,0.0007055,0.0007055,0.0007055
46,696.624,0.68731,0.42332,0.9469,0.9193,0.89434,0.94228,0.73526,0.74808,0.43183,0.95495,0.000693125,0.000693125,0.000693125
47,711.327,0.69104,0.42934,0.9522,0.91209,0.88143,0.93418,0.71761,0.78993,0.45905,0.9707,0.00068075,0.00068075,0.00068075
48,725.894,0.6931,0.42917,0.95448,0.92194,0.89583,0.94398,0.73547,0.75547,0.43597,0.95557,0.000668375,0.000668375,0.000668375
49,740.574,0.69541,0.43121,0.9548,0.91898,0.88911,0.94175,0.73136,0.75754,0.44033,0.95914,0.000656,0.000656,0.000656
50,755.073,0.69095,0.42576,0.94986,0.92342,0.89013,0.94437,0.73744,0.74751,0.43598,0.95399,0.000643625,0.000643625,0.000643625
51,769.595,0.68279,0.4211,0.94786,0.9236,0.8928,0.94439,0.73933,0.74735,0.42693,0.9569,0.00063125,0.00063125,0.00063125
52,784.24,0.67762,0.41535,0.94139,0.92209,0.89461,0.94349,0.73519,0.75765,0.43196,0.958,0.000618875,0.000618875,0.000618875
53,798.786,0.68235,0.41812,0.94444,0.92081,0.89073,0.94155,0.73679,0.7515,0.43844,0.94786,0.0006065,0.0006065,0.0006065
54,813.249,0.67618,0.41547,0.94178,0.92116,0.89361,0.94217,0.73246,0.75998,0.43075,0.95538,0.000594125,0.000594125,0.000594125
55,827.763,0.67413,0.40763,0.94337,0.9211,0.88997,0.94025,0.73135,0.75776,0.42857,0.9604,0.00058175,0.00058175,0.00058175
56,842.278,0.67366,0.40904,0.94291,0.92322,0.89934,0.94646,0.74259,0.73889,0.41995,0.9559,0.000569375,0.000569375,0.000569375
57,856.821,0.66856,0.40528,0.93879,0.92306,0.89555,0.94347,0.73879,0.74572,0.42736,0.95246,0.000557,0.000557,0.000557
58,871.367,0.67815,0.41098,0.94028,0.92599,0.89478,0.94502,0.74241,0.74061,0.42162,0.94838,0.000544625,0.000544625,0.000544625
59,885.767,0.6694,0.40581,0.94128,0.9217,0.89183,0.94046,0.73309,0.75423,0.42872,0.96202,0.00053225,0.00053225,0.00053225
60,900.174,0.66828,0.40143,0.93913,0.92256,0.89865,0.94617,0.74276,0.74431,0.42233,0.95374,0.000519875,0.000519875,0.000519875
61,914.867,0.66824,0.40172,0.93866,0.9234,0.8979,0.94408,0.73972,0.74528,0.41842,0.95204,0.0005075,0.0005075,0.0005075
62,929.377,0.66513,0.39557,0.93349,0.92075,0.89734,0.94378,0.73816,0.74676,0.42288,0.95302,0.000495125,0.000495125,0.000495125
63,943.935,0.66375,0.39974,0.93736,0.92447,0.8983,0.94568,0.74584,0.73127,0.41485,0.94545,0.00048275,0.00048275,0.00048275
64,958.587,0.65679,0.3951,0.93502,0.92018,0.9012,0.94589,0.7404,0.74783,0.4214,0.9527,0.000470375,0.000470375,0.000470375
65,973.088,0.66139,0.3955,0.93783,0.92001,0.89353,0.94342,0.74028,0.7465,0.42495,0.9491,0.000458,0.000458,0.000458
66,987.676,0.65362,0.39308,0.93276,0.92339,0.90381,0.94762,0.75013,0.7274,0.40951,0.94325,0.000445625,0.000445625,0.000445625
67,1002.28,0.65293,0.38743,0.93008,0.92157,0.89442,0.94315,0.73988,0.74368,0.4237,0.95272,0.00043325,0.00043325,0.00043325
68,1016.72,0.65602,0.39089,0.93303,0.92389,0.89449,0.94444,0.74287,0.73589,0.41882,0.94856,0.000420875,0.000420875,0.000420875
69,1031.14,0.64973,0.3895,0.92804,0.92547,0.89643,0.94597,0.74497,0.73219,0.41324,0.9506,0.0004085,0.0004085,0.0004085
70,1045.57,0.6489,0.38278,0.92651,0.92564,0.89942,0.94764,0.75025,0.72988,0.41278,0.94729,0.000396125,0.000396125,0.000396125
71,1060.13,0.64536,0.38219,0.92757,0.92417,0.89399,0.9433,0.74108,0.74754,0.41872,0.95109,0.00038375,0.00038375,0.00038375
72,1074.42,0.64699,0.38477,0.92812,0.92586,0.89922,0.94739,0.75099,0.72852,0.41186,0.94808,0.000371375,0.000371375,0.000371375
73,1088.96,0.64508,0.3788,0.92534,0.92794,0.90064,0.94859,0.75284,0.72836,0.40906,0.9467,0.000359,0.000359,0.000359
74,1103.42,0.63641,0.37809,0.92625,0.9269,0.90042,0.94619,0.74697,0.7369,0.41156,0.94847,0.000346625,0.000346625,0.000346625
75,1117.79,0.63008,0.37397,0.92358,0.92574,0.9011,0.94736,0.74731,0.73453,0.4102,0.94949,0.00033425,0.00033425,0.00033425
76,1132.13,0.64511,0.37852,0.9319,0.92819,0.8977,0.94585,0.74836,0.73389,0.41478,0.94528,0.000321875,0.000321875,0.000321875
77,1146.59,0.63582,0.37267,0.92175,0.924,0.89927,0.94598,0.74557,0.73897,0.41365,0.95228,0.0003095,0.0003095,0.0003095
78,1160.96,0.6405,0.37043,0.92069,0.92619,0.90113,0.94685,0.74923,0.73485,0.4091,0.95261,0.000297125,0.000297125,0.000297125
79,1175.31,0.62396,0.36665,0.91797,0.92759,0.89613,0.9443,0.74723,0.73643,0.41026,0.94941,0.00028475,0.00028475,0.00028475
80,1189.69,0.62373,0.36529,0.91703,0.92902,0.90314,0.9494,0.75625,0.71633,0.40132,0.93929,0.000272375,0.000272375,0.000272375
81,1204.19,0.62587,0.36571,0.91761,0.9288,0.89986,0.94792,0.75055,0.73137,0.40693,0.94639,0.00026,0.00026,0.00026
82,1218.53,0.62442,0.36652,0.921,0.92643,0.90052,0.94755,0.74959,0.73315,0.40567,0.94978,0.000247625,0.000247625,0.000247625
83,1232.97,0.62046,0.36247,0.91773,0.9279,0.89838,0.94679,0.74806,0.73738,0.40955,0.94796,0.00023525,0.00023525,0.00023525
84,1247.44,0.62199,0.36283,0.9126,0.9291,0.90043,0.94877,0.75484,0.72452,0.40349,0.94315,0.000222875,0.000222875,0.000222875
85,1261.83,0.61829,0.3585,0.91414,0.92852,0.89915,0.94749,0.75204,0.73323,0.40569,0.95022,0.0002105,0.0002105,0.0002105
86,1276.19,0.61701,0.35839,0.91148,0.92832,0.90246,0.94852,0.75522,0.72416,0.40087,0.94497,0.000198125,0.000198125,0.000198125
87,1290.55,0.61756,0.35721,0.91106,0.92987,0.90299,0.9486,0.75484,0.72349,0.40066,0.94426,0.00018575,0.00018575,0.00018575
88,1304.96,0.61725,0.35625,0.90956,0.92821,0.90308,0.94785,0.75237,0.72737,0.4007,0.94608,0.000173375,0.000173375,0.000173375
89,1319.21,0.60884,0.35134,0.9094,0.92809,0.90113,0.94656,0.75066,0.73157,0.40251,0.94797,0.000161,0.000161,0.000161
90,1333.54,0.60701,0.35065,0.90902,0.92811,0.90353,0.94829,0.75475,0.721,0.39612,0.94446,0.000148625,0.000148625,0.000148625
91,1349.41,0.60294,0.32895,0.90421,0.92676,0.90409,0.94822,0.75248,0.72829,0.40197,0.94603,0.00013625,0.00013625,0.00013625
92,1363.38,0.5917,0.31837,0.89297,0.9291,0.9024,0.94801,0.75481,0.72364,0.40213,0.94824,0.000123875,0.000123875,0.000123875
93,1377.41,0.58766,0.31601,0.89491,0.9294,0.90384,0.94901,0.75454,0.72626,0.39894,0.94791,0.0001115,0.0001115,0.0001115
94,1391.48,0.59957,0.32071,0.89992,0.92763,0.90394,0.94758,0.75214,0.73144,0.40097,0.94992,9.9125e-05,9.9125e-05,9.9125e-05
95,1405.61,0.60054,0.3196,0.89928,0.92709,0.90227,0.94672,0.75011,0.73685,0.40276,0.95269,8.675e-05,8.675e-05,8.675e-05
96,1419.69,0.58749,0.31362,0.89955,0.92975,0.9032,0.94791,0.754,0.72655,0.39912,0.94768,7.4375e-05,7.4375e-05,7.4375e-05
97,1433.73,0.59866,0.31721,0.90437,0.929,0.9037,0.94766,0.75471,0.72654,0.3974,0.94869,6.2e-05,6.2e-05,6.2e-05
98,1447.75,0.58474,0.31063,0.8938,0.92924,0.90407,0.94814,0.75601,0.72336,0.39732,0.94666,4.9625e-05,4.9625e-05,4.9625e-05
99,1461.78,0.57161,0.30274,0.88874,0.92997,0.90189,0.94761,0.75571,0.72242,0.3979,0.94689,3.725e-05,3.725e-05,3.725e-05
100,1475.76,0.57891,0.30747,0.89256,0.93086,0.90271,0.94808,0.75655,0.72213,0.39682,0.94761,2.4875e-05,2.4875e-05,2.4875e-05