trainv26/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,lr/pg3,lr/pg4,lr/pg5,lr/pg6,lr/pg7
1,251.534,1.47597,6.45341,0.00906,0.30813,0.29748,0.2208,0.15739,1.0487,1.74132,0.00654,0.00997214,0.00332405,0.00997214,0.00332405,0.00997214,0.00332405,0.00997214,0.00332405
2,798.691,1.39166,2.42452,0.00886,0.54351,0.45542,0.50134,0.37228,1.01778,1.78749,0.00629,0.0197744,0.00659147,0.0197744,0.00659147,0.0197744,0.00659147,0.0197744,0.00659147
3,960.882,1.48417,2.42775,0.00996,0.47045,0.2141,0.24133,0.15322,1.44288,2.02835,0.00894,0.0293787,0.0097929,0.0293787,0.0097929,0.0293787,0.0097929,0.0293787,0.0097929
4,1181.27,1.58644,2.52447,0.01104,0.45865,0.4926,0.46613,0.31601,1.21675,1.6219,0.00771,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703,0.029109,0.009703
5,1346.22,1.53643,2.27791,0.01043,0.51556,0.5658,0.55434,0.38034,1.06936,1.34645,0.007,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604,0.028812,0.009604
6,1516.55,1.48468,2.08236,0.00986,0.59647,0.50256,0.57207,0.41022,1.06983,1.18242,0.00686,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505,0.028515,0.009505
7,1678.62,1.44724,1.98197,0.00949,0.53857,0.66119,0.63636,0.45033,1.00539,0.88207,0.00627,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406,0.028218,0.009406
8,1840.11,1.41485,1.85039,0.00917,0.67204,0.66542,0.69604,0.49388,1.04693,0.84332,0.00652,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307,0.027921,0.009307
9,1999.67,1.38678,1.75661,0.00901,0.64882,0.77151,0.74339,0.54344,0.96661,0.86455,0.00615,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208,0.027624,0.009208
10,2160.15,1.36068,1.66517,0.00879,0.69596,0.75361,0.77161,0.5638,0.97905,0.79624,0.00654,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109,0.027327,0.009109
11,2323.29,1.35153,1.63946,0.00878,0.65574,0.80195,0.78742,0.55756,0.96907,0.77106,0.00588,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901,0.02703,0.00901
12,2484.43,1.33327,1.55487,0.00861,0.76577,0.80367,0.84014,0.6141,0.95316,0.84765,0.00633,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911,0.026733,0.008911
13,2646.02,1.31521,1.52355,0.00847,0.79242,0.78018,0.8259,0.61177,0.89771,0.7042,0.00553,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812,0.026436,0.008812
14,2805.89,1.29682,1.45578,0.0083,0.74551,0.8457,0.85197,0.6412,0.90932,0.64158,0.00585,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713,0.026139,0.008713
15,2966.52,1.27983,1.43537,0.00824,0.80739,0.78606,0.87178,0.63901,0.96373,0.52843,0.00596,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614,0.025842,0.008614
16,3125.98,1.25514,1.33884,0.00773,0.79404,0.89936,0.88556,0.6658,0.88462,0.58537,0.00577,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515,0.025545,0.008515
17,3289.42,1.24117,1.32941,0.00779,0.77546,0.85438,0.87334,0.67,0.86459,0.545,0.00584,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416,0.025248,0.008416
18,3450.49,1.24286,1.31936,0.00784,0.78925,0.91453,0.90026,0.67451,0.85439,0.49484,0.00541,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317,0.024951,0.008317
19,3609.9,1.23214,1.26694,0.00767,0.80528,0.86461,0.85864,0.65384,0.83859,0.54936,0.00537,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218,0.024654,0.008218
20,3778.58,1.22524,1.25342,0.00755,0.84431,0.91625,0.91646,0.70862,0.79678,0.44059,0.00501,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119,0.024357,0.008119
21,3938.46,1.19783,1.21869,0.00749,0.80679,0.91496,0.90533,0.70002,0.82707,0.42276,0.00533,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802,0.02406,0.00802
22,4105.68,1.20175,1.19797,0.00736,0.83247,0.88587,0.90214,0.69556,0.81412,0.51441,0.00514,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921,0.023763,0.007921
23,4269.05,1.18749,1.16754,0.00725,0.81767,0.89438,0.88701,0.68104,0.78443,0.45279,0.00479,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822,0.023466,0.007822
24,4439.47,1.1802,1.13345,0.0073,0.88092,0.8563,0.92655,0.71421,0.8329,0.43744,0.00543,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723,0.023169,0.007723
25,4634.53,1.17498,1.09707,0.00711,0.80573,0.90638,0.88924,0.68796,0.8035,0.40312,0.00499,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624,0.022872,0.007624
26,4806.75,1.16552,1.08565,0.00719,0.82632,0.93664,0.90284,0.70264,0.77267,0.44379,0.00482,0.022575,0.007525,0.022575,0.007525,0.022575,0.007525,0.022575,0.007525
27,4969.58,1.15879,1.10027,0.00698,0.81375,0.9097,0.90051,0.69934,0.81175,0.41401,0.00513,0.022278,0.007426,0.022278,0.007426,0.022278,0.007426,0.022278,0.007426
28,5139.95,1.16425,1.05559,0.00701,0.83791,0.8989,0.90865,0.70554,0.79591,0.4163,0.00527,0.021981,0.007327,0.021981,0.007327,0.021981,0.007327,0.021981,0.007327
29,5299.61,1.15649,1.05176,0.00701,0.87999,0.88652,0.91697,0.70714,0.77222,0.44491,0.00486,0.021684,0.007228,0.021684,0.007228,0.021684,0.007228,0.021684,0.007228
30,5469.2,1.14389,1.01717,0.00699,0.86982,0.91618,0.93552,0.7413,0.75163,0.387,0.00493,0.021387,0.007129,0.021387,0.007129,0.021387,0.007129,0.021387,0.007129
31,5631.72,1.13016,0.97919,0.00677,0.85853,0.95072,0.94356,0.72965,0.74481,0.33182,0.00472,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703
32,5795.18,1.12657,0.98305,0.00689,0.86838,0.8834,0.91349,0.71594,0.73599,0.37456,0.00458,0.020793,0.006931,0.020793,0.006931,0.020793,0.006931,0.020793,0.006931
33,5956.14,1.11414,0.9785,0.00684,0.82468,0.92983,0.92057,0.7277,0.7139,0.3429,0.00441,0.020496,0.006832,0.020496,0.006832,0.020496,0.006832,0.020496,0.006832
34,6125.54,1.11042,0.95968,0.00672,0.85023,0.88596,0.91566,0.71725,0.72836,0.35812,0.0044,0.020199,0.006733,0.020199,0.006733,0.020199,0.006733,0.020199,0.006733
35,6286.65,1.09475,0.90963,0.00656,0.86334,0.94177,0.93168,0.73868,0.71708,0.36814,0.00456,0.019902,0.006634,0.019902,0.006634,0.019902,0.006634,0.019902,0.006634
36,6457.75,1.09621,0.92017,0.00656,0.90021,0.92003,0.9391,0.74749,0.71757,0.34441,0.00453,0.019605,0.006535,0.019605,0.006535,0.019605,0.006535,0.019605,0.006535
37,6650.74,1.07808,0.90021,0.00657,0.89457,0.90337,0.9282,0.74379,0.71862,0.33379,0.00454,0.019308,0.006436,0.019308,0.006436,0.019308,0.006436,0.019308,0.006436
38,6820.43,1.07383,0.87918,0.00653,0.9052,0.93327,0.94698,0.75493,0.70367,0.30785,0.00459,0.019011,0.006337,0.019011,0.006337,0.019011,0.006337,0.019011,0.006337
39,6982.87,1.06368,0.87085,0.00653,0.88371,0.94151,0.93232,0.74104,0.70799,0.34193,0.00459,0.018714,0.006238,0.018714,0.006238,0.018714,0.006238,0.018714,0.006238
40,7154.61,1.06905,0.87016,0.0063,0.86442,0.93632,0.92996,0.74306,0.70083,0.33534,0.00458,0.018417,0.006139,0.018417,0.006139,0.018417,0.006139,0.018417,0.006139
41,189.643,1.02568,0.83098,0.00617,0.87573,0.9229,0.93161,0.74538,0.7076,0.31273,0.00453,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604
42,541.586,1.01433,0.82389,0.00607,0.8851,0.9241,0.94106,0.75481,0.70514,0.32619,0.00442,0.017823,0.005941,0.017823,0.005941,0.017823,0.005941,0.017823,0.005941
43,708.317,1.00898,0.8477,0.00609,0.87051,0.8999,0.92268,0.74397,0.67875,0.30029,0.00435,0.017526,0.005842,0.017526,0.005842,0.017526,0.005842,0.017526,0.005842
44,869.864,0.99581,0.81993,0.00596,0.9084,0.89567,0.93665,0.75513,0.67949,0.29474,0.00437,0.017229,0.005743,0.017229,0.005743,0.017229,0.005743,0.017229,0.005743
45,1033.16,1.00416,0.79972,0.00601,0.89279,0.94374,0.93387,0.74565,0.67838,0.29764,0.00437,0.016932,0.005644,0.016932,0.005644,0.016932,0.005644,0.016932,0.005644
46,1204.21,0.9946,0.7788,0.00585,0.88777,0.92858,0.94191,0.76369,0.67396,0.30193,0.00441,0.016635,0.005545,0.016635,0.005545,0.016635,0.005545,0.016635,0.005545
47,1364.12,0.99125,0.79441,0.00578,0.89785,0.92057,0.93908,0.75609,0.67401,0.28748,0.00437,0.016338,0.005446,0.016338,0.005446,0.016338,0.005446,0.016338,0.005446
48,1556.99,0.98038,0.76384,0.00572,0.89062,0.91586,0.94305,0.76239,0.6722,0.29377,0.00436,0.016041,0.005347,0.016041,0.005347,0.016041,0.005347,0.016041,0.005347
49,1722.69,0.9789,0.76706,0.00583,0.89653,0.9256,0.93905,0.76749,0.67068,0.29027,0.00456,0.015744,0.005248,0.015744,0.005248,0.015744,0.005248,0.015744,0.005248
50,1893.2,0.97303,0.75618,0.00577,0.89082,0.922,0.93311,0.7593,0.66836,0.29989,0.00447,0.015447,0.005149,0.015447,0.005149,0.015447,0.005149,0.015447,0.005149
51,2056.34,0.96365,0.75373,0.00571,0.88924,0.93681,0.93886,0.75849,0.66958,0.28966,0.00441,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505
52,2250.82,0.95724,0.73036,0.00566,0.88892,0.89158,0.92784,0.75922,0.66792,0.28249,0.00446,0.014853,0.004951,0.014853,0.004951,0.014853,0.004951,0.014853,0.004951
53,2417.16,0.9542,0.74438,0.0057,0.88358,0.90863,0.92515,0.74628,0.66173,0.30541,0.00436,0.014556,0.004852,0.014556,0.004852,0.014556,0.004852,0.014556,0.004852
54,2613.74,0.94494,0.71139,0.00561,0.89216,0.90443,0.93369,0.75389,0.65854,0.2917,0.00441,0.014259,0.004753,0.014259,0.004753,0.014259,0.004753,0.014259,0.004753
55,2780.03,0.93854,0.72305,0.00561,0.88447,0.91891,0.93076,0.75653,0.64873,0.28137,0.00434,0.013962,0.004654,0.013962,0.004654,0.013962,0.004654,0.013962,0.004654
56,2972.27,0.93509,0.69653,0.00536,0.90206,0.90482,0.94354,0.7659,0.6536,0.29221,0.00442,0.013665,0.004555,0.013665,0.004555,0.013665,0.004555,0.013665,0.004555
57,3140.37,0.92664,0.69048,0.00545,0.88832,0.92033,0.94558,0.77,0.64485,0.28866,0.00425,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456,0.013368,0.004456
58,3312.53,0.92209,0.67698,0.00542,0.87159,0.93603,0.94554,0.76424,0.66439,0.29665,0.00445,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357,0.013071,0.004357
59,3476.05,0.91397,0.66841,0.00531,0.88748,0.93016,0.94356,0.76137,0.66115,0.29264,0.00449,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258,0.012774,0.004258
60,3650.03,0.91751,0.67999,0.00534,0.90822,0.8986,0.94216,0.76458,0.65905,0.29664,0.00446,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159,0.012477,0.004159
61,3812.12,0.90405,0.65964,0.00535,0.91517,0.90907,0.94053,0.76668,0.65806,0.29583,0.00449,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406
62,4007.15,0.90325,0.6562,0.00517,0.90583,0.93472,0.94149,0.76399,0.65438,0.2779,0.00454,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961,0.011883,0.003961
63,4171.44,0.89378,0.65392,0.00516,0.91712,0.92055,0.94434,0.76948,0.65266,0.28415,0.00455,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862,0.011586,0.003862
64,4366.24,0.88549,0.63496,0.00519,0.90048,0.92661,0.94134,0.76097,0.65347,0.29035,0.0046,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763,0.011289,0.003763
65,4530.62,0.8838,0.61225,0.00506,0.89594,0.93478,0.93378,0.75541,0.64761,0.27975,0.00456,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664,0.010992,0.003664
66,4751.84,0.88141,0.62076,0.00517,0.91022,0.91398,0.93888,0.75895,0.65046,0.27896,0.00448,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565,0.010695,0.003565
67,4945.22,0.87426,0.61037,0.00495,0.91214,0.92261,0.93419,0.75286,0.65015,0.27704,0.0045,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466,0.010398,0.003466
68,5166.01,0.88273,0.60802,0.00497,0.90518,0.92052,0.92793,0.75187,0.65639,0.27594,0.00456,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367,0.010101,0.003367
69,5335.3,0.85796,0.59966,0.00492,0.90657,0.91924,0.93039,0.75591,0.64994,0.28433,0.00451,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268,0.009804,0.003268
70,5557.73,0.85382,0.58294,0.00492,0.89885,0.92163,0.9269,0.7561,0.64812,0.27613,0.00453,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169,0.009507,0.003169
71,5728.44,0.85293,0.5716,0.0048,0.90873,0.91774,0.93247,0.75559,0.64682,0.27491,0.00456,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307
72,5950.98,0.84746,0.57839,0.00493,0.91406,0.92434,0.94731,0.77172,0.64641,0.27949,0.00453,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971,0.008913,0.002971
73,6117.03,0.8339,0.57451,0.00489,0.91063,0.92219,0.93827,0.76931,0.64617,0.28166,0.00448,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872,0.008616,0.002872
74,6289.33,0.83024,0.56198,0.00473,0.90846,0.92389,0.93943,0.76925,0.64671,0.27828,0.00446,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773,0.008319,0.002773
75,6454.34,0.81882,0.5386,0.00463,0.90273,0.92138,0.93682,0.76828,0.64044,0.276,0.00443,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674,0.008022,0.002674
76,6647.88,0.81948,0.53281,0.00458,0.9131,0.92014,0.93819,0.76876,0.6408,0.27484,0.00444,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575,0.007725,0.002575
77,6813.12,0.80669,0.5169,0.00457,0.91687,0.92765,0.94083,0.76602,0.63573,0.27453,0.00441,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476,0.007428,0.002476
78,6985.46,0.79797,0.51747,0.00455,0.91737,0.92537,0.93985,0.76707,0.63221,0.27541,0.00439,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377,0.007131,0.002377
79,7150.66,0.78879,0.50767,0.00455,0.90594,0.92631,0.93985,0.76641,0.63227,0.27893,0.00441,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278,0.006834,0.002278
80,7344.81,0.79569,0.51629,0.00436,0.90451,0.92965,0.93976,0.76947,0.6338,0.28024,0.00443,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179,0.006537,0.002179
81,7511.25,0.78756,0.51635,0.00443,0.91035,0.93193,0.94464,0.77299,0.63389,0.27768,0.00443,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208
82,7731.73,0.77795,0.50922,0.00437,0.91407,0.92886,0.94028,0.77155,0.63224,0.27712,0.00442,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981,0.005943,0.001981
83,7926.82,0.78288,0.51962,0.00446,0.91258,0.93177,0.94076,0.76849,0.63403,0.27623,0.00443,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882,0.005646,0.001882
84,8174.88,0.77229,0.51681,0.00424,0.91229,0.92956,0.94468,0.77102,0.63238,0.28263,0.00439,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783,0.005349,0.001783
85,8372,0.76778,0.4917,0.0043,0.91026,0.93319,0.94589,0.77327,0.63676,0.27588,0.00443,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684,0.005052,0.001684
86,185.662,0.73584,0.45624,0.00409,0.9095,0.93379,0.94582,0.77245,0.63676,0.2762,0.00443,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585,0.004755,0.001585
87,542.761,0.73154,0.45371,0.00409,0.9084,0.93099,0.95023,0.77654,0.63798,0.27622,0.00443,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486,0.004458,0.001486
88,716.891,0.72796,0.46075,0.00408,0.90942,0.92726,0.94931,0.77522,0.63817,0.27697,0.00442,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387,0.004161,0.001387
89,885.612,0.71577,0.44439,0.00396,0.90335,0.9338,0.94885,0.77574,0.63855,0.28116,0.00442,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288,0.003864,0.001288
90,1056.98,0.7193,0.43358,0.00401,0.91855,0.92422,0.95081,0.78123,0.63868,0.27733,0.00442,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189,0.003567,0.001189
91,1266.13,0.67292,0.29243,0.00424,0.90836,0.93452,0.94655,0.77765,0.63861,0.27415,0.00442,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109
92,1433.15,0.65833,0.27853,0.00411,0.90184,0.93948,0.94209,0.77428,0.63847,0.27443,0.00444,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991,0.002973,0.000991
93,1605.01,0.63641,0.26737,0.00398,0.91238,0.93444,0.94551,0.77627,0.63902,0.26846,0.00439,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892,0.002676,0.000892
94,1777.87,0.63592,0.27621,0.00393,0.90821,0.93563,0.94542,0.77473,0.64002,0.2718,0.00444,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793,0.002379,0.000793
95,1972.4,0.62867,0.26046,0.00386,0.90761,0.93572,0.942,0.77177,0.63818,0.27081,0.00444,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694,0.002082,0.000694
96,2140.94,0.61829,0.26147,0.00371,0.90517,0.93772,0.9411,0.77066,0.63809,0.27063,0.00444,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595,0.001785,0.000595
97,2335.83,0.61522,0.25202,0.00368,0.90378,0.93701,0.93704,0.76749,0.63988,0.27219,0.00444,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496,0.001488,0.000496
98,2504.41,0.60608,0.24969,0.00361,0.90404,0.93832,0.93715,0.76799,0.6389,0.2738,0.00444,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397,0.001191,0.000397
99,2721.24,0.59859,0.24258,0.00357,0.90244,0.93851,0.93739,0.76705,0.63872,0.27638,0.00444,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298,0.000894,0.000298
100,2890.77,0.58242,0.23496,0.00348,0.89971,0.93999,0.93708,0.76721,0.63746,0.26882,0.00439,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199,0.000597,0.000199