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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
1,105.177,1.1195,1.01238,1.24908,0.81755,0.69331,0.7905,0.52806,1.15429,0.73399,1.28637,0.00330918,0.00330918,0.00330918
2,181.838,1.07039,0.79212,1.19969,0.80132,0.67378,0.7665,0.49994,1.16539,0.82721,1.2965,0.00657675,0.00657675,0.00657675
3,257.952,1.13121,0.84094,1.24221,0.75656,0.61752,0.70072,0.42946,1.35353,1.39194,1.51105,0.00977832,0.00977832,0.00977832
4,333.806,1.1904,0.88409,1.28113,0.75837,0.63328,0.7111,0.43772,1.35293,1.29104,1.50373,0.009703,0.009703,0.009703
5,409.551,1.18403,0.8776,1.27881,0.77776,0.65091,0.73286,0.45314,1.26094,0.99504,1.38984,0.009604,0.009604,0.009604
6,485.397,1.15442,0.84987,1.25884,0.78924,0.65424,0.74045,0.46238,1.24944,0.89243,1.39503,0.009505,0.009505,0.009505
7,561.154,1.13954,0.84589,1.26947,0.7925,0.65755,0.74876,0.47266,1.2344,0.91228,1.36154,0.009406,0.009406,0.009406
8,637.102,1.12631,0.81963,1.24523,0.79645,0.6631,0.75584,0.47839,1.26423,0.83435,1.37971,0.009307,0.009307,0.009307
9,712.838,1.11711,0.80468,1.23717,0.80223,0.66902,0.76439,0.49321,1.18802,0.80709,1.33092,0.009208,0.009208,0.009208
10,788.343,1.10679,0.79381,1.22732,0.80548,0.67397,0.76534,0.49645,1.19781,0.80211,1.34522,0.009109,0.009109,0.009109
11,864.293,1.11419,0.79357,1.22254,0.80364,0.67196,0.7634,0.49476,1.18933,0.83967,1.33519,0.00901,0.00901,0.00901
12,939.895,1.10769,0.77757,1.22075,0.81154,0.67579,0.77198,0.49791,1.17,0.76471,1.3286,0.008911,0.008911,0.008911
13,1015.68,1.0901,0.77194,1.21964,0.81032,0.68165,0.77514,0.50413,1.1313,0.7694,1.28492,0.008812,0.008812,0.008812
14,1091.42,1.08516,0.76718,1.21552,0.80922,0.68747,0.77898,0.50713,1.14554,0.74973,1.30387,0.008713,0.008713,0.008713
15,1167.3,1.05308,0.75819,1.21723,0.81919,0.68432,0.78075,0.51008,1.15238,0.74226,1.29972,0.008614,0.008614,0.008614
16,1242.82,1.06354,0.7413,1.19631,0.82127,0.68557,0.78202,0.51173,1.1495,0.72792,1.30485,0.008515,0.008515,0.008515
17,1318.43,1.05788,0.7506,1.19902,0.818,0.68991,0.7832,0.51177,1.14325,0.72114,1.30361,0.008416,0.008416,0.008416
18,1394.11,1.05538,0.73792,1.19629,0.8184,0.69286,0.7837,0.52012,1.10854,0.71853,1.27908,0.008317,0.008317,0.008317
19,1469.54,1.05673,0.73874,1.19934,0.82422,0.68769,0.78449,0.51456,1.14055,0.70188,1.30397,0.008218,0.008218,0.008218
20,1545.33,1.03834,0.73078,1.19597,0.81313,0.69828,0.78728,0.51794,1.12563,0.72492,1.27821,0.008119,0.008119,0.008119
21,1621.1,1.04952,0.72102,1.18413,0.82065,0.69445,0.79021,0.52058,1.14151,0.72802,1.27704,0.00802,0.00802,0.00802
22,1696.72,1.03744,0.71692,1.18564,0.8225,0.69608,0.79156,0.52294,1.13969,0.70565,1.29497,0.007921,0.007921,0.007921
23,1772.64,1.02566,0.71061,1.18366,0.8174,0.70175,0.79403,0.5275,1.12252,0.69498,1.28055,0.007822,0.007822,0.007822
24,1848.41,1.01881,0.7131,1.18987,0.82853,0.69601,0.79534,0.52938,1.1079,0.69812,1.26809,0.007723,0.007723,0.007723
25,1924.23,1.01566,0.70055,1.1743,0.82616,0.70314,0.79774,0.53232,1.10774,0.6761,1.26331,0.007624,0.007624,0.007624
26,2000.28,1.01509,0.70469,1.18095,0.82559,0.69824,0.79603,0.53133,1.10292,0.68404,1.25852,0.007525,0.007525,0.007525
27,2075.77,1.0186,0.70242,1.17653,0.82188,0.70422,0.79615,0.52935,1.09873,0.69592,1.24847,0.007426,0.007426,0.007426
28,2151.52,1.02351,0.7031,1.17916,0.82612,0.70334,0.79733,0.53212,1.12225,0.68193,1.27495,0.007327,0.007327,0.007327
29,2227.28,1.01552,0.69449,1.17448,0.82428,0.70807,0.80019,0.53186,1.10652,0.67668,1.26763,0.007228,0.007228,0.007228
30,2303.18,1.0167,0.68636,1.16761,0.83226,0.70852,0.80373,0.53921,1.10154,0.66894,1.25333,0.007129,0.007129,0.007129
31,2379.27,1.0174,0.69225,1.18272,0.82781,0.71079,0.80286,0.53865,1.10307,0.66234,1.26071,0.00703,0.00703,0.00703
32,2455.53,1.01834,0.68874,1.16346,0.82787,0.71144,0.80438,0.54101,1.08727,0.66806,1.24266,0.006931,0.006931,0.006931
33,2531.6,1.00576,0.67857,1.16021,0.83219,0.70929,0.80397,0.54246,1.10037,0.67741,1.25654,0.006832,0.006832,0.006832
34,2608.15,1.00607,0.68379,1.16078,0.8286,0.71181,0.80506,0.54461,1.08487,0.64992,1.25227,0.006733,0.006733,0.006733
35,2684.18,0.99317,0.67427,1.16171,0.83131,0.70924,0.80428,0.54414,1.08585,0.65457,1.25216,0.006634,0.006634,0.006634
36,2760.03,0.98884,0.66962,1.15904,0.82898,0.71321,0.80619,0.54192,1.09661,0.66015,1.25575,0.006535,0.006535,0.006535
37,2836.01,0.99576,0.6723,1.16208,0.8327,0.71294,0.80791,0.54754,1.08355,0.65243,1.24674,0.006436,0.006436,0.006436
38,2911.73,0.99592,0.66828,1.1619,0.8363,0.71556,0.81046,0.54892,1.07524,0.63695,1.24034,0.006337,0.006337,0.006337
39,2987.37,0.97909,0.66176,1.15107,0.83276,0.7177,0.80987,0.54825,1.07214,0.63541,1.2426,0.006238,0.006238,0.006238
40,3063.01,0.98273,0.66122,1.15005,0.83419,0.7169,0.80916,0.54774,1.07151,0.63182,1.23438,0.006139,0.006139,0.006139
41,3138.66,0.9833,0.66019,1.15327,0.83085,0.72075,0.81222,0.55108,1.08001,0.62943,1.25593,0.00604,0.00604,0.00604
42,3214.57,0.98295,0.65234,1.14397,0.83009,0.72057,0.81141,0.55083,1.0734,0.63081,1.24207,0.005941,0.005941,0.005941
43,3290.58,0.97054,0.65105,1.15262,0.83056,0.72228,0.81242,0.55271,1.07362,0.62608,1.23581,0.005842,0.005842,0.005842
44,3366.42,0.95816,0.64602,1.14298,0.8341,0.72413,0.81297,0.55182,1.08605,0.62448,1.25217,0.005743,0.005743,0.005743
45,3442.21,0.95604,0.64038,1.13944,0.83134,0.725,0.81406,0.55678,1.05538,0.61844,1.23273,0.005644,0.005644,0.005644
46,3517.99,0.97362,0.64802,1.14139,0.83067,0.72608,0.8142,0.55312,1.07833,0.62468,1.24634,0.005545,0.005545,0.005545
47,3593.68,0.96543,0.63973,1.13964,0.83404,0.72451,0.81243,0.55382,1.073,0.62357,1.24947,0.005446,0.005446,0.005446
48,3668.94,0.96006,0.64138,1.14251,0.8347,0.72385,0.81467,0.55368,1.06975,0.61612,1.2382,0.005347,0.005347,0.005347
49,3744.3,0.95117,0.63338,1.1432,0.83478,0.72642,0.81489,0.55726,1.06732,0.62238,1.23669,0.005248,0.005248,0.005248
50,3819.79,0.95839,0.63002,1.13835,0.83369,0.72766,0.81656,0.5576,1.07076,0.6152,1.2443,0.005149,0.005149,0.005149
51,3895.54,0.94078,0.62285,1.12796,0.83526,0.72339,0.81717,0.55978,1.04946,0.6114,1.22619,0.00505,0.00505,0.00505
52,3971.4,0.94381,0.62442,1.13096,0.83627,0.72598,0.8165,0.55966,1.05987,0.61347,1.23469,0.004951,0.004951,0.004951
53,4047.1,0.94789,0.61977,1.12207,0.83418,0.72932,0.81851,0.5597,1.05039,0.60707,1.22754,0.004852,0.004852,0.004852
54,4122.81,0.94221,0.62107,1.12577,0.83379,0.73029,0.81844,0.56004,1.05041,0.60353,1.23797,0.004753,0.004753,0.004753
55,4198.84,0.94098,0.6112,1.12821,0.83425,0.73098,0.81872,0.56044,1.05618,0.60574,1.23471,0.004654,0.004654,0.004654
56,4275.09,0.94358,0.61849,1.12766,0.83841,0.72798,0.81963,0.56194,1.05044,0.60222,1.23223,0.004555,0.004555,0.004555
57,4351.07,0.94075,0.61209,1.1194,0.83473,0.73257,0.82117,0.56334,1.05535,0.59688,1.23463,0.004456,0.004456,0.004456
58,4427.21,0.93406,0.61057,1.12698,0.83532,0.73313,0.82095,0.56413,1.04731,0.59886,1.23102,0.004357,0.004357,0.004357
59,4503.23,0.93674,0.61129,1.1249,0.83502,0.7326,0.82078,0.56365,1.05139,0.59646,1.234,0.004258,0.004258,0.004258
60,4578.96,0.92416,0.59671,1.11341,0.83321,0.73429,0.82042,0.56312,1.05161,0.60062,1.23769,0.004159,0.004159,0.004159
61,4654.65,0.93149,0.60145,1.11915,0.83674,0.73268,0.82149,0.56498,1.0545,0.60105,1.24327,0.00406,0.00406,0.00406
62,4730.97,0.91088,0.59238,1.11127,0.8372,0.73277,0.82236,0.5646,1.04741,0.59539,1.23092,0.003961,0.003961,0.003961
63,4806.59,0.90829,0.58605,1.104,0.8356,0.73442,0.82195,0.56508,1.04534,0.59626,1.22911,0.003862,0.003862,0.003862
64,4882.44,0.91519,0.58267,1.10773,0.8366,0.73546,0.82263,0.56571,1.04527,0.5882,1.22859,0.003763,0.003763,0.003763
65,4958.15,0.9129,0.58775,1.11099,0.83901,0.73413,0.82308,0.56595,1.04629,0.58887,1.23024,0.003664,0.003664,0.003664
66,5033.84,0.89773,0.58251,1.10117,0.84039,0.73358,0.82329,0.56655,1.04492,0.58564,1.23291,0.003565,0.003565,0.003565
67,5109.5,0.91637,0.59067,1.10962,0.83936,0.73494,0.82425,0.56744,1.04686,0.58249,1.23478,0.003466,0.003466,0.003466
68,5185.22,0.90489,0.57863,1.09709,0.83514,0.74003,0.82433,0.56783,1.04892,0.58407,1.23229,0.003367,0.003367,0.003367
69,5261.18,inf,0.56901,1.09516,0.83987,0.73558,0.82435,0.56792,1.04968,0.58558,1.24044,0.003268,0.003268,0.003268
70,5338.19,0.89045,0.57014,1.09634,0.83753,0.73747,0.82411,0.56746,1.04332,0.58584,1.23818,0.003169,0.003169,0.003169
71,5414.34,0.88706,0.55984,1.09193,0.83524,0.74145,0.82482,0.56794,1.04575,0.58564,1.23778,0.00307,0.00307,0.00307
72,5490,0.88213,0.55926,1.08941,0.8391,0.73642,0.82474,0.56776,1.04637,0.5854,1.24101,0.002971,0.002971,0.002971
73,5565.61,0.86749,0.55742,1.09927,0.83905,0.73895,0.82354,0.56794,1.04497,0.58343,1.23803,0.002872,0.002872,0.002872
74,5641.09,0.85793,0.54531,1.08854,0.83614,0.74,0.82419,0.56851,1.04522,0.58315,1.23701,0.002773,0.002773,0.002773
75,5716.71,0.87707,0.55346,1.08699,0.8382,0.73885,0.82441,0.56872,1.04343,0.58279,1.23889,0.002674,0.002674,0.002674
76,5792.5,0.87639,0.54942,1.08492,0.83578,0.74048,0.82485,0.56983,1.04252,0.58075,1.23578,0.002575,0.002575,0.002575
77,5868.17,0.8614,0.54208,1.082,0.83724,0.74128,0.82545,0.56946,1.04683,0.58172,1.24179,0.002476,0.002476,0.002476
78,5943.87,0.85096,0.53261,1.07519,0.83561,0.74221,0.82468,0.56887,1.05001,0.58258,1.24594,0.002377,0.002377,0.002377
79,6019.34,0.85049,0.53055,1.07085,0.83491,0.74337,0.82508,0.56881,1.05121,0.58386,1.24988,0.002278,0.002278,0.002278
80,6094.82,0.85731,0.53273,1.07282,0.8384,0.74143,0.82531,0.5694,1.04885,0.58103,1.24902,0.002179,0.002179,0.002179
81,6170.21,0.85292,0.53104,1.07201,0.8375,0.74181,0.82539,0.56989,1.05019,0.58369,1.25103,0.00208,0.00208,0.00208
82,6245.77,0.85084,0.52506,1.06279,0.83637,0.74204,0.82524,0.56977,1.04849,0.58252,1.25097,0.001981,0.001981,0.001981
83,6321.59,0.82542,0.51341,1.06467,0.83674,0.74182,0.82536,0.57022,1.04728,0.58331,1.25046,0.001882,0.001882,0.001882
84,6397.13,0.82761,0.51602,1.0695,0.83528,0.74355,0.82526,0.5702,1.04727,0.58183,1.25465,0.001783,0.001783,0.001783
85,6472.54,0.84143,0.51832,1.06424,0.83828,0.74128,0.82493,0.56975,1.04947,0.58403,1.25661,0.001684,0.001684,0.001684
86,6548.34,0.82479,0.50885,1.0597,0.8387,0.74122,0.82558,0.56966,1.04945,0.58331,1.2568,0.001585,0.001585,0.001585
87,6623.81,0.82492,0.50302,1.05051,0.83791,0.74171,0.82513,0.5696,1.04897,0.58374,1.25685,0.001486,0.001486,0.001486
88,6699.27,0.80858,0.49843,1.05275,0.83893,0.74115,0.82498,0.5693,1.04973,0.58265,1.25968,0.001387,0.001387,0.001387
89,6774.71,0.81671,0.49722,1.05457,0.83844,0.74152,0.82442,0.56869,1.05225,0.58183,1.26216,0.001288,0.001288,0.001288
90,6850.16,0.80946,0.49173,1.04973,0.83801,0.74134,0.82422,0.56862,1.0536,0.58281,1.26284,0.001189,0.001189,0.001189
91,6927.09,0.80226,0.43079,1.02142,0.83789,0.74085,0.82399,0.56831,1.05638,0.58323,1.2666,0.00109,0.00109,0.00109
92,7002.59,0.78587,0.42026,1.012,0.83616,0.74116,0.82323,0.5676,1.05952,0.5858,1.27027,0.000991,0.000991,0.000991
93,7077.66,0.76116,0.40882,1.01018,0.83717,0.73955,0.82274,0.56724,1.06173,0.58685,1.2749,0.000892,0.000892,0.000892
94,7152.59,0.76836,0.40929,1.00173,0.8359,0.73976,0.82227,0.56672,1.06258,0.58812,1.27786,0.000793,0.000793,0.000793
95,7227.58,0.75136,0.40315,0.99791,0.83728,0.73952,0.82196,0.56637,1.06404,0.58899,1.28156,0.000694,0.000694,0.000694
96,7302.43,0.75324,0.39684,0.99655,0.83814,0.73766,0.82145,0.56597,1.06574,0.58985,1.28437,0.000595,0.000595,0.000595
97,7377.27,0.74214,0.39525,0.98891,0.83885,0.73756,0.82165,0.56554,1.06759,0.59102,1.28835,0.000496,0.000496,0.000496
98,7452.43,0.74631,0.38954,0.99113,0.83929,0.73646,0.82112,0.56488,1.06909,0.59312,1.29187,0.000397,0.000397,0.000397
99,7528.1,0.73965,0.38646,0.98757,0.83884,0.73702,0.82088,0.56427,1.07064,0.59487,1.29582,0.000298,0.000298,0.000298
100,7603.43,0.73209,0.38123,0.98509,0.83868,0.73694,0.82074,0.56369,1.07229,0.59554,1.29978,0.000199,0.000199,0.000199