| 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 |
| 1,39.4722,0.69907,2.48245,1.27662,0.00333,1,0.23918,0.13098,0.39486,2.87235,0.85528,0.0001,0.0001,0.0001 |
| 2,45.4748,0.37465,2.32732,1.11011,0.00333,1,0.56645,0.36393,0.16767,2.7996,0.62572,0.000219378,0.000219378,0.000219378 |
| 3,52.5287,0.16311,1.7714,0.93072,0.00333,1,0.84201,0.65872,0.32434,2.82222,0.71756,0.000338077,0.000338077,0.000338077 |
| 4,59.2078,0.15788,1.24972,0.91541,0.17196,1,0.97221,0.87813,0.44159,2.66785,0.87482,0.000456097,0.000456097,0.000456097 |
| 5,66.063,0.16965,0.90209,0.91924,0.82448,0.92013,0.93808,0.67718,0.53043,2.34412,1.10922,0.000573438,0.000573438,0.000573438 |
| 6,72.4399,0.17335,0.68858,0.91803,0.48175,0.97748,0.4866,0.30736,0.88708,2.5512,2.49461,0.0006901,0.0006901,0.0006901 |
| 7,79.6641,0.16514,0.58951,0.90394,0.4069,0.90722,0.40948,0.32132,0.46648,2.96041,1.04678,0.000806083,0.000806083,0.000806083 |
| 8,86.5868,0.16939,0.53639,0.91205,0.47114,0.85567,0.5013,0.41914,0.38842,2.41578,0.86807,0.000921388,0.000921388,0.000921388 |
| 9,93.368,0.18286,0.50547,0.91351,0.21033,0.63918,0.19621,0.05447,2.03009,3.68533,2.62524,0.00103601,0.00103601,0.00103601 |
| 10,99.9194,0.16934,0.4689,0.92256,0.56091,0.75068,0.66149,0.37183,1.02776,2.44189,1.99582,0.00114996,0.00114996,0.00114996 |
| 11,107.142,0.18055,0.46825,0.91605,0.19976,0.25773,0.18856,0.03987,1.72846,3.39264,2.02235,0.00126323,0.00126323,0.00126323 |
| 12,113.954,0.18697,0.44775,0.92836,0.38258,0.74227,0.40832,0.32434,0.7613,2.10535,1.26967,0.00137582,0.00137582,0.00137582 |
| 13,120.754,0.18379,0.42038,0.91564,0.68074,0.71134,0.7655,0.58408,0.84081,1.77269,1.87981,0.00148773,0.00148773,0.00148773 |
| 14,127.956,0.21318,0.45929,0.92481,0.219,0.64177,0.2341,0.15641,0.96931,2.25917,2.02403,0.00159896,0.00159896,0.00159896 |
| 15,134.959,0.20599,0.40841,0.92132,0.38117,0.73661,0.43271,0.28425,1.01292,1.9802,1.79184,0.00170951,0.00170951,0.00170951 |
| 16,142.039,0.20533,0.39872,0.93911,0.48845,0.4433,0.39315,0.21895,1.73535,1.87213,2.46015,0.00181939,0.00181939,0.00181939 |
| 17,148.956,0.21902,0.41314,0.94459,0.12491,0.36052,0.07616,0.01934,2.6409,3.11357,6.29015,0.00190949,0.00190949,0.00190949 |
| 18,155.755,0.2216,0.38874,0.93485,0.36013,0.68041,0.36188,0.22804,0.91977,2.47695,2.34819,0.00190383,0.00190383,0.00190383 |
| 19,162.621,0.22834,0.3777,0.93767,0.18677,0.06186,0.03481,0.00586,4.38653,3.81452,5.14004,0.00189817,0.00189817,0.00189817 |
| 20,169.494,0.21515,0.36184,0.92665,0.14323,0.2268,0.09146,0.02457,2.21863,3.39142,2.95288,0.00189251,0.00189251,0.00189251 |
| 21,176.351,0.20907,0.35488,0.9318,0.44701,0.61856,0.52305,0.27023,1.1196,4.76306,2.02266,0.00188686,0.00188686,0.00188686 |
| 22,183.206,0.20782,0.33949,0.93165,0.2379,0.37113,0.1875,0.03953,2.45788,5.07284,3.79702,0.0018812,0.0018812,0.0018812 |
| 23,190.24,0.19665,0.31859,0.91259,0.54337,0.57732,0.56122,0.33881,0.89276,1.96316,1.93938,0.00187554,0.00187554,0.00187554 |
| 24,196.991,0.18128,0.28579,0.91697,0.69738,0.92656,0.84162,0.58884,0.56365,1.75422,1.06894,0.00186989,0.00186989,0.00186989 |
| 25,204.283,0.19551,0.28339,0.93706,0.70477,0.91059,0.80552,0.4973,0.59261,1.47666,1.33286,0.00186423,0.00186423,0.00186423 |
| 26,210.681,0.18743,0.28367,0.93001,0.51497,0.82474,0.688,0.2362,1.62873,3.23382,2.43301,0.00185857,0.00185857,0.00185857 |
| 27,217.901,0.18459,0.2777,0.91808,0.52007,0.7732,0.64927,0.30075,1.03942,3.47404,1.64923,0.00185291,0.00185291,0.00185291 |
| 28,224.67,0.18578,0.27515,0.92366,0.57754,0.36082,0.43189,0.23902,1.3415,2.52557,1.82502,0.00184726,0.00184726,0.00184726 |
| 29,231.96,0.18661,0.25231,0.90976,0.37461,0.90776,0.5774,0.27433,0.84577,7.82843,1.37985,0.0018416,0.0018416,0.0018416 |
| 30,238.725,0.1803,0.27062,0.9156,0.39113,0.97938,0.52742,0.48212,0.38381,4.2464,0.82169,0.00183594,0.00183594,0.00183594 |
| 31,245.76,0.17481,0.25195,0.91441,0.30652,0.64948,0.34741,0.28681,0.52038,5.24906,0.98307,0.00183029,0.00183029,0.00183029 |
| 32,252.346,0.16325,0.24526,0.91127,0.49595,0.97938,0.7978,0.65534,0.72994,3.63265,1.92211,0.00182463,0.00182463,0.00182463 |
| 33,259.626,0.15642,0.24697,0.90523,0.37262,0.97938,0.72147,0.53463,0.8665,5.46801,1.67653,0.00181897,0.00181897,0.00181897 |
| 34,266.535,0.17246,0.24575,0.918,0.32925,0.58763,0.41566,0.27253,0.74938,3.58726,1.36742,0.00181331,0.00181331,0.00181331 |
| 35,273.744,0.17822,0.24147,0.91668,0.40052,0.71134,0.6164,0.52341,0.65973,3.9578,1.1056,0.00180766,0.00180766,0.00180766 |
| 36,280.591,0.16281,0.23026,0.91611,0.70381,0.98969,0.97279,0.85963,0.61416,2.08615,1.10055,0.001802,0.001802,0.001802 |
| 37,287.635,0.1672,0.22817,0.91314,0.5576,0.8866,0.79122,0.22266,1.74163,5.2912,1.67068,0.00179634,0.00179634,0.00179634 |
| 38,294.472,0.16879,0.22907,0.90964,0.43891,0.92784,0.61065,0.402,0.62529,3.72432,0.94968,0.00179069,0.00179069,0.00179069 |
| 39,301.373,0.16628,0.22505,0.90039,0.57451,0.98969,0.89464,0.88113,0.43517,2.19318,1.02144,0.00178503,0.00178503,0.00178503 |
| 40,308.35,0.15382,0.21727,0.90671,0.50951,0.93814,0.87934,0.86686,0.4823,2.96551,0.84607,0.00177937,0.00177937,0.00177937 |
| 41,315.579,0.14249,0.21154,0.9009,0.45605,0.95876,0.76736,0.71378,0.52774,3.57825,1.18293,0.00177371,0.00177371,0.00177371 |
| 42,322.498,0.15166,0.21669,0.89801,0.47603,0.93814,0.72408,0.48844,0.70947,2.85376,1.11556,0.00176806,0.00176806,0.00176806 |
| 43,329.548,0.15013,0.21367,0.91251,0.54727,0.92784,0.76488,0.5842,0.77024,2.69374,1.18716,0.0017624,0.0017624,0.0017624 |
| 44,336.089,0.1459,0.20658,0.90466,0.63614,1,0.88087,0.80046,0.39406,1.71341,0.77874,0.00175674,0.00175674,0.00175674 |
| 45,343.255,0.1457,0.21386,0.89949,0.66428,1,0.91452,0.90739,0.34453,1.58136,0.76678,0.00175109,0.00175109,0.00175109 |
| 46,350.099,0.13719,0.20658,0.90483,0.55639,0.98969,0.70036,0.3195,1.2025,2.98298,1.30042,0.00174543,0.00174543,0.00174543 |
| 47,357.197,0.14086,0.19726,0.89917,0.49076,0.79381,0.50879,0.30367,1.61331,3.43528,1.5917,0.00173977,0.00173977,0.00173977 |
| 48,364.115,0.13494,0.19535,0.89338,0.56938,0.98146,0.80178,0.48069,0.54482,2.86744,0.84383,0.00173411,0.00173411,0.00173411 |
| 49,371.218,0.1401,0.20051,0.89367,0.44296,0.98969,0.91091,0.84523,0.31752,2.67977,0.73959,0.00172846,0.00172846,0.00172846 |
| 50,378.146,0.14478,0.20213,0.90888,0.97921,1,0.99429,0.94415,0.29832,0.33713,0.72029,0.0017228,0.0017228,0.0017228 |
| 51,385.221,0.14833,0.21649,0.8953,0.52312,1,0.94185,0.9251,0.27388,2.15451,0.7086,0.00171714,0.00171714,0.00171714 |
| 52,392.04,0.14385,0.19321,0.89903,0.53448,1,0.75501,0.6564,0.35362,2.22354,0.74014,0.00171149,0.00171149,0.00171149 |
| 53,399.259,0.13306,0.19515,0.90166,0.554,1,0.9455,0.92898,0.2776,1.65018,0.75875,0.00170583,0.00170583,0.00170583 |
| 54,406.102,0.13636,0.18306,0.88415,0.31931,0.94845,0.41489,0.24879,1.01708,5.86168,1.02911,0.00170017,0.00170017,0.00170017 |
| 55,413.28,0.12849,0.18884,0.89292,0.54926,1,0.94442,0.91163,0.47472,2.71226,0.87761,0.00169451,0.00169451,0.00169451 |
| 56,419.922,0.1279,0.17717,0.90033,0.47543,1,0.77212,0.72342,0.51919,2.9125,0.87668,0.00168886,0.00168886,0.00168886 |
| 57,427.069,0.12819,0.18277,0.89502,0.44698,1,0.83112,0.5872,0.50747,3.34801,0.96551,0.0016832,0.0016832,0.0016832 |
| 58,433.822,0.13781,0.1923,0.89696,0.88762,0.98969,0.94925,0.84261,0.47103,0.66504,0.81782,0.00167754,0.00167754,0.00167754 |
| 59,441.176,0.13534,0.18297,0.89414,0.96865,1,0.99449,0.98006,0.44182,0.44295,0.87543,0.00167189,0.00167189,0.00167189 |
| 60,447.855,0.13387,0.18777,0.89732,0.96451,1,0.995,0.94999,0.43524,0.72236,0.81504,0.00166623,0.00166623,0.00166623 |
| 61,454.854,0.12831,0.20296,0.89149,0.95464,1,0.995,0.84034,0.52262,0.66244,0.81631,0.00166057,0.00166057,0.00166057 |
| 62,461.635,0.13007,0.19047,0.88836,0.51799,1,0.75488,0.70118,0.5846,3.33834,0.94615,0.00165491,0.00165491,0.00165491 |
| 63,468.715,0.13041,0.17791,0.89279,0.52782,1,0.99242,0.9908,0.39431,2.90797,0.78105,0.00164926,0.00164926,0.00164926 |
| 64,475.437,0.13426,0.17764,0.88677,0.38505,1,0.89319,0.87056,0.40827,3.86617,0.74973,0.0016436,0.0016436,0.0016436 |
| 65,482.586,0.12113,0.15914,0.89141,0.57198,1,0.88016,0.8429,0.32983,2.27728,0.73531,0.00163794,0.00163794,0.00163794 |
| 66,489.225,0.12751,0.17374,0.89018,0.5409,1,0.9786,0.96691,0.38436,2.01984,0.7927,0.00163229,0.00163229,0.00163229 |
| 67,496.528,0.12181,0.16059,0.88298,0.58079,1,0.95883,0.94526,0.34947,1.76197,0.75159,0.00162663,0.00162663,0.00162663 |
| 68,503.3,0.12382,0.16726,0.882,0.46157,0.98099,0.55128,0.53205,0.35624,2.50756,0.74063,0.00162097,0.00162097,0.00162097 |
| 69,510.331,0.11895,0.16939,0.8863,0.54981,1,0.94673,0.93052,0.34193,1.98844,0.83399,0.00161531,0.00161531,0.00161531 |
| 70,517.083,0.10804,0.14871,0.87081,0.55085,1,0.98614,0.98531,0.35934,2.19489,0.739,0.00160966,0.00160966,0.00160966 |
| 71,524.341,0.11884,0.16322,0.88763,0.55473,1,0.98079,0.96268,0.44321,2.11719,0.7948,0.001604,0.001604,0.001604 |
| 72,531.117,0.11285,0.17541,0.89128,0.98959,1,0.995,0.98667,0.42146,0.54392,0.76665,0.00159834,0.00159834,0.00159834 |
| 73,538.38,0.11869,0.16475,0.89658,0.93953,1,0.995,0.995,0.27476,0.6005,0.66031,0.00159269,0.00159269,0.00159269 |
| 74,545.128,0.11477,0.16434,0.87877,0.71422,1,0.9886,0.97684,0.2495,1.49596,0.63158,0.00158703,0.00158703,0.00158703 |
| 75,552.144,0.11244,0.16515,0.89399,0.85647,0.97938,0.98862,0.83948,0.41905,1.22833,0.6914,0.00158137,0.00158137,0.00158137 |
| 76,558.828,0.1196,0.16121,0.88846,0.98888,1,0.9948,0.94508,0.2448,0.25841,0.62755,0.00157571,0.00157571,0.00157571 |
| 77,565.85,0.11315,0.15375,0.89012,0.99431,1,0.995,0.99073,0.22503,0.23666,0.64879,0.00157006,0.00157006,0.00157006 |
| 78,572.462,0.11311,0.16738,0.88047,0.97091,1,0.99459,0.77725,0.63655,0.67055,0.84552,0.0015644,0.0015644,0.0015644 |
| 79,579.889,0.11042,0.15993,0.88632,0.95734,1,0.9881,0.75642,0.60189,0.79716,0.8281,0.00155874,0.00155874,0.00155874 |
| 80,586.43,0.10907,0.16173,0.88196,0.98838,1,0.995,0.92587,0.35584,0.54515,0.6835,0.00155309,0.00155309,0.00155309 |
| 81,593.479,0.1141,0.16384,0.88377,0.98942,1,0.995,0.86639,0.26519,0.31028,0.62059,0.00154743,0.00154743,0.00154743 |
| 82,600.356,0.12023,0.16139,0.86818,0.98777,1,0.995,0.98459,0.21939,0.26689,0.63779,0.00154177,0.00154177,0.00154177 |
| 83,607.474,0.11285,0.16457,0.88106,0.79735,1,0.9946,0.84625,0.39058,1.70617,0.67668,0.00153611,0.00153611,0.00153611 |
| 84,614.095,0.11341,0.16105,0.89528,0.79595,1,0.99469,0.95576,0.3707,1.55744,0.67827,0.00153046,0.00153046,0.00153046 |
| 85,621.449,0.11352,0.15694,0.89767,0.75734,0.98969,0.98764,0.97686,0.25655,1.33444,0.65543,0.0015248,0.0015248,0.0015248 |
| 86,628.463,0.1089,0.1514,0.89224,0.7585,1,0.9898,0.97212,0.21129,1.33983,0.6241,0.00151914,0.00151914,0.00151914 |
| 87,635.41,0.10308,0.14814,0.88427,0.95422,1,0.99264,0.93638,0.23987,0.48317,0.62768,0.00151349,0.00151349,0.00151349 |
| 88,642.196,0.10496,0.1518,0.88927,0.98354,1,0.995,0.995,0.23318,0.40521,0.67363,0.00150783,0.00150783,0.00150783 |
| 89,649.397,0.10751,0.15814,0.88942,0.64505,1,0.98521,0.94501,0.25519,1.52768,0.66043,0.00150217,0.00150217,0.00150217 |
| 90,656.131,0.11175,0.14722,0.8846,0.96989,1,0.97827,0.95691,0.24756,0.24874,0.66547,0.00149651,0.00149651,0.00149651 |
| 91,663.447,0.119,0.16871,0.8776,0.88847,0.97938,0.92831,0.80374,0.38511,0.5808,0.83713,0.00149086,0.00149086,0.00149086 |
| 92,670.28,0.10935,0.16085,0.88704,0.51406,0.86598,0.5937,0.45115,0.64102,2.22736,1.05404,0.0014852,0.0014852,0.0014852 |
| 93,677.341,0.11123,0.15966,0.88165,0.52155,0.944,0.66287,0.5982,0.47845,1.89608,0.77011,0.00147954,0.00147954,0.00147954 |
| 94,683.819,0.10941,0.16244,0.88751,0.9522,0.96907,0.98845,0.9336,0.35446,0.75538,0.69508,0.00147389,0.00147389,0.00147389 |
| 95,691.095,0.11065,0.15062,0.88141,0.71093,0.98969,0.96929,0.92946,0.4144,1.64861,0.68577,0.00146823,0.00146823,0.00146823 |
| 96,697.789,0.11041,0.1493,0.88911,0.50006,1,0.89905,0.86314,0.42221,2.74946,0.71396,0.00146257,0.00146257,0.00146257 |
| 97,705.052,0.09988,0.14311,0.87945,0.47592,1,0.6342,0.59187,0.35381,2.68269,0.6474,0.00145691,0.00145691,0.00145691 |
| 98,711.647,0.10613,0.14218,0.88348,0.49985,1,0.75289,0.71791,0.31121,2.14658,0.67454,0.00145126,0.00145126,0.00145126 |
| 99,718.56,0.10519,0.14975,0.87997,0.4982,1,0.67382,0.66,0.21608,1.98903,0.6166,0.0014456,0.0014456,0.0014456 |
| 100,725.105,0.11002,0.1632,0.88108,0.52818,1,0.8005,0.78235,0.23611,1.86898,0.63236,0.00143994,0.00143994,0.00143994 |
| 101,732.506,0.10392,0.15343,0.87412,0.52844,1,0.88824,0.86465,0.30611,2.14557,0.7262,0.00143429,0.00143429,0.00143429 |
| 102,739.121,0.10772,0.13997,0.88529,0.55309,1,0.98565,0.97208,0.26036,1.93183,0.70137,0.00142863,0.00142863,0.00142863 |
| 103,746.297,0.10281,0.1504,0.86941,0.53928,1,0.99316,0.98619,0.26249,1.92632,0.65167,0.00142297,0.00142297,0.00142297 |
| 104,752.723,0.09909,0.14749,0.87596,0.51563,1,0.99378,0.99378,0.3155,2.35781,0.70086,0.00141731,0.00141731,0.00141731 |
| 105,760.114,0.10602,0.14991,0.87648,0.51893,1,0.99402,0.9828,0.48051,3.26225,0.81586,0.00141166,0.00141166,0.00141166 |
| 106,766.632,0.09932,0.13859,0.87587,0.5184,1,0.99439,0.96892,0.48952,3.26968,0.8026,0.001406,0.001406,0.001406 |
| 107,773.957,0.10609,0.15266,0.88782,0.55952,1,0.995,0.9859,0.30528,2.0022,0.61146,0.00140034,0.00140034,0.00140034 |
| 108,780.344,0.10392,0.14621,0.87433,0.97276,1,0.995,0.98925,0.26992,0.41825,0.62844,0.00139469,0.00139469,0.00139469 |
| 109,787.749,0.10964,0.15255,0.88257,0.93651,1,0.9949,0.97727,0.30502,0.55066,0.63436,0.00138903,0.00138903,0.00138903 |
| 110,794.316,0.09785,0.13867,0.87507,0.99808,1,0.995,0.98054,0.39302,0.55313,0.71751,0.00138337,0.00138337,0.00138337 |
| 111,801.588,0.10702,0.15609,0.88486,0.99922,1,0.995,0.995,0.36523,0.47665,0.66649,0.00137771,0.00137771,0.00137771 |
| 112,808.309,0.10152,0.13478,0.88674,0.71375,0.98969,0.98825,0.98697,0.27811,1.5587,0.643,0.00137206,0.00137206,0.00137206 |
| 113,815.442,0.1035,0.14455,0.89454,0.64898,0.97938,0.96315,0.92911,0.33352,1.79562,0.67432,0.0013664,0.0013664,0.0013664 |
| 114,822.093,0.09999,0.14157,0.87788,0.69477,0.98969,0.98118,0.95982,0.23623,1.24937,0.65777,0.00136074,0.00136074,0.00136074 |
| 115,829.612,0.10666,0.15184,0.88525,0.63594,0.95876,0.80738,0.79822,0.24673,1.35761,0.62739,0.00135509,0.00135509,0.00135509 |
| 116,836.186,0.10023,0.15065,0.87092,0.6572,0.97938,0.89762,0.878,0.28878,1.54723,0.60306,0.00134943,0.00134943,0.00134943 |
| 117,843.673,0.09785,0.14887,0.87421,0.51037,0.99939,0.9018,0.9018,0.21792,2.00892,0.59732,0.00134377,0.00134377,0.00134377 |
| 118,850.065,0.1012,0.16704,0.88368,0.57067,1,0.97649,0.97459,0.24832,1.67148,0.66416,0.00133811,0.00133811,0.00133811 |
| 119,857.474,0.09837,0.14633,0.87747,0.61842,1,0.99345,0.9784,0.24025,1.47314,0.66698,0.00133246,0.00133246,0.00133246 |
| 120,864.108,0.10334,0.1543,0.88054,0.5183,1,0.98929,0.98929,0.30184,2.15628,0.77208,0.0013268,0.0013268,0.0013268 |
| 121,871.384,0.09573,0.14106,0.87995,0.53215,0.98969,0.98785,0.98202,0.23521,1.8047,0.62994,0.00132114,0.00132114,0.00132114 |
| 122,878.082,0.09278,0.15477,0.88014,0.54738,1,0.92332,0.91763,0.29676,1.78151,0.72475,0.00131549,0.00131549,0.00131549 |
| 123,885.245,0.10167,0.1528,0.89385,0.57782,0.96907,0.77685,0.62727,0.45829,2.28008,0.73827,0.00130983,0.00130983,0.00130983 |
|
|
