| epoch,time,train/box_loss,train/seg_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),metrics/precision(M),metrics/recall(M),metrics/mAP50(M),metrics/mAP50-95(M),val/box_loss,val/seg_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2 |
| 1,8033.25,0.80853,1.01332,0.87392,1.10241,0.89293,0.81976,0.88191,0.62662,0.85582,0.7857,0.8378,0.459,0.97754,0.77754,0.52371,0.8636,0.00333314,0.00333314,0.00333314 |
| 2,15911.5,0.73285,0.86619,0.64592,1.02217,0.90012,0.83518,0.89189,0.6504,0.86329,0.80049,0.85018,0.48654,0.92907,0.72446,0.47754,0.82185,0.00660048,0.00660048,0.00660048 |
| 3,23717.7,0.73522,0.86204,0.65334,1.01911,0.88135,0.82722,0.88959,0.64703,0.84774,0.79609,0.85007,0.48472,0.93855,0.76171,0.50807,0.83218,0.00980181,0.00980181,0.00980181 |
| 4,31479.5,0.70326,0.83364,0.61351,0.99769,0.88095,0.80743,0.87948,0.64095,0.84647,0.76606,0.82998,0.47947,0.93611,0.77532,0.58057,0.8444,0.009703,0.009703,0.009703 |
| 5,39383.1,0.65879,0.79344,0.55815,0.97259,0.90517,0.81947,0.89237,0.65958,0.86776,0.77715,0.84258,0.4967,0.91604,0.74686,0.5335,0.82765,0.009604,0.009604,0.009604 |
| 6,47164.1,0.63597,0.77109,0.52755,0.95469,0.91471,0.82461,0.89794,0.66754,0.87563,0.78085,0.84626,0.50354,0.90685,0.73159,0.51286,0.81808,0.009505,0.009505,0.009505 |
| 7,54897.3,0.61599,0.74865,0.50288,0.94358,0.91975,0.82801,0.90131,0.67261,0.88266,0.7839,0.85018,0.50887,0.90153,0.72302,0.50027,0.81128,0.009406,0.009406,0.009406 |
| 8,62753.2,0.60433,0.73606,0.49183,0.93885,0.92053,0.82998,0.90282,0.67571,0.88346,0.78665,0.85286,0.51192,0.89649,0.71699,0.49401,0.80724,0.009307,0.009307,0.009307 |
| 9,70486.9,0.59744,0.73037,0.48145,0.93373,0.92151,0.83301,0.90506,0.67983,0.88495,0.7917,0.85702,0.51717,0.88946,0.70782,0.48281,0.80163,0.009208,0.009208,0.009208 |
| 10,78481.7,0.59281,0.7197,0.47487,0.93023,0.92467,0.83568,0.90751,0.68343,0.88863,0.79498,0.86069,0.52151,0.88343,0.7002,0.47168,0.79592,0.009109,0.009109,0.009109 |
| 11,86320.9,0.58629,0.70844,0.46802,0.92514,0.92792,0.83807,0.9099,0.68781,0.89323,0.79806,0.86441,0.52614,0.87757,0.69369,0.46018,0.79037,0.00901,0.00901,0.00901 |
| 12,94057.6,0.58096,0.70291,0.46049,0.92216,0.92962,0.84258,0.91197,0.69153,0.89627,0.80381,0.86882,0.53063,0.87192,0.68538,0.44905,0.78477,0.008911,0.008911,0.008911 |
| 13,101809,0.57396,0.69859,0.45392,0.92079,0.93175,0.84554,0.91404,0.69499,0.89968,0.80736,0.87224,0.53435,0.8659,0.67659,0.43658,0.77964,0.008812,0.008812,0.008812 |
| 14,109922,0.57298,0.6937,0.45401,0.91914,0.93596,0.84792,0.9164,0.69903,0.90432,0.811,0.87593,0.53866,0.86095,0.66946,0.42419,0.77464,0.008713,0.008713,0.008713 |
| 15,117783,0.57382,0.69607,0.45161,0.91769,0.93855,0.85086,0.91866,0.70279,0.90589,0.81557,0.87947,0.54318,0.85538,0.66151,0.41289,0.7701,0.008614,0.008614,0.008614 |
| 16,125477,0.56753,0.68554,0.44561,0.91402,0.94093,0.85386,0.92048,0.70636,0.90908,0.81812,0.88182,0.54726,0.84989,0.65283,0.4023,0.76556,0.008515,0.008515,0.008515 |
| 17,133175,0.56483,0.67638,0.44178,0.91475,0.94284,0.85606,0.92211,0.70935,0.91165,0.82049,0.88411,0.54953,0.84614,0.64575,0.39364,0.76152,0.008416,0.008416,0.008416 |
| 18,140957,0.56269,0.6782,0.43856,0.91285,0.94471,0.8587,0.92367,0.71152,0.91298,0.82352,0.88643,0.55183,0.84295,0.64024,0.38611,0.7579,0.008317,0.008317,0.008317 |
| 19,148640,0.55713,0.66839,0.43639,0.91078,0.94552,0.86163,0.9247,0.71364,0.91438,0.82485,0.8872,0.55284,0.84023,0.6349,0.37956,0.7552,0.008218,0.008218,0.008218 |
| 20,156379,0.55559,0.66738,0.43485,0.90954,0.94645,0.86412,0.92564,0.71562,0.91535,0.82827,0.88941,0.55608,0.83744,0.63032,0.37454,0.75268,0.008119,0.008119,0.008119 |
| 21,164252,0.5551,0.66662,0.43528,0.90983,0.94744,0.86567,0.92629,0.71742,0.91668,0.82942,0.89036,0.5582,0.83536,0.62667,0.36964,0.7502,0.00802,0.00802,0.00802 |
| 22,172064,0.55574,0.66412,0.43257,0.9083,0.94887,0.86694,0.92707,0.71906,0.91781,0.82961,0.89075,0.55893,0.83317,0.62215,0.36534,0.74754,0.007921,0.007921,0.007921 |
| 23,179826,0.55291,0.66226,0.42838,0.90777,0.94877,0.86931,0.92781,0.72019,0.91891,0.83195,0.89208,0.56112,0.83101,0.61848,0.36179,0.74554,0.007822,0.007822,0.007822 |
| 24,187684,0.54865,0.66167,0.4249,0.90599,0.94969,0.86997,0.92856,0.72155,0.91963,0.8344,0.89372,0.56368,0.82884,0.61462,0.35826,0.74378,0.007723,0.007723,0.007723 |
| 25,195562,0.54764,0.65469,0.42318,0.90319,0.95111,0.87109,0.92929,0.72277,0.92188,0.83675,0.89609,0.56661,0.82686,0.61099,0.35504,0.74209,0.007624,0.007624,0.007624 |
| 26,203480,0.54769,0.65633,0.42373,0.90478,0.95179,0.87174,0.92982,0.72399,0.92231,0.8387,0.89741,0.56928,0.82473,0.60695,0.35217,0.74052,0.007525,0.007525,0.007525 |
| 27,211395,0.54537,0.65034,0.42213,0.90439,0.95248,0.8724,0.9303,0.72501,0.92328,0.83994,0.8988,0.57147,0.82272,0.60333,0.3497,0.73922,0.007426,0.007426,0.007426 |
| 28,219241,0.54527,0.64941,0.41932,0.90405,0.95282,0.87257,0.9304,0.72548,0.92388,0.84103,0.89963,0.57314,0.82152,0.60054,0.34813,0.73822,0.007327,0.007327,0.007327 |
| 29,226989,0.54174,0.64858,0.41824,0.90143,0.95301,0.87256,0.93064,0.726,0.92416,0.8416,0.90026,0.57423,0.82095,0.59982,0.34685,0.73743,0.007228,0.007228,0.007228 |
| 30,234852,0.54181,0.64909,0.41663,0.9022,0.95343,0.87304,0.93075,0.72664,0.92459,0.84206,0.90033,0.57581,0.81958,0.59663,0.34529,0.73657,0.007129,0.007129,0.007129 |
| 31,242587,0.54235,0.64536,0.41608,0.90087,0.95319,0.87395,0.93097,0.72672,0.92437,0.84301,0.9005,0.57585,0.81842,0.59373,0.34425,0.73595,0.00703,0.00703,0.00703 |
| 32,250371,0.5418,0.64549,0.41432,0.8994,0.95325,0.87483,0.93112,0.727,0.92486,0.84407,0.90132,0.57741,0.81714,0.59053,0.34291,0.73503,0.006931,0.006931,0.006931 |
| 33,7781.45,0.53338,0.63802,0.4036,0.89517,0.95435,0.87543,0.93168,0.7274,0.92557,0.84603,0.90237,0.57944,0.81576,0.58806,0.34107,0.7341,0.006832,0.006832,0.006832 |
| 34,15505.6,0.54001,0.64962,0.41366,0.90007,0.95318,0.87728,0.93183,0.72756,0.92519,0.84811,0.90294,0.58116,0.81511,0.58666,0.33988,0.7333,0.006733,0.006733,0.006733 |
| 35,23244.3,0.53987,0.64521,0.41098,0.90003,0.95312,0.87803,0.93196,0.72767,0.92571,0.84851,0.90314,0.58146,0.81396,0.58418,0.33874,0.7326,0.006634,0.006634,0.006634 |
| 36,31179.5,0.53773,0.6369,0.4109,0.89719,0.95358,0.87788,0.93206,0.72783,0.92559,0.84893,0.90331,0.58213,0.81277,0.58155,0.33781,0.73197,0.006535,0.006535,0.006535 |
| 37,38924.8,0.53872,0.63906,0.40984,0.89764,0.9529,0.87847,0.93214,0.72795,0.92515,0.84959,0.90345,0.58218,0.812,0.57977,0.33744,0.73131,0.006436,0.006436,0.006436 |
| 38,46691.9,0.5346,0.63477,0.4063,0.89619,0.95302,0.87854,0.93208,0.72796,0.92551,0.84987,0.90382,0.58288,0.81187,0.57958,0.33697,0.73102,0.006337,0.006337,0.006337 |
| 39,54465.8,0.53425,0.63689,0.40812,0.89727,0.95314,0.87857,0.93208,0.72809,0.92539,0.85018,0.90408,0.58324,0.81135,0.57825,0.33645,0.73103,0.006238,0.006238,0.006238 |
| 40,62189,0.52775,0.63037,0.40276,0.89448,0.95406,0.87876,0.93217,0.72855,0.92629,0.8498,0.90391,0.58355,0.81004,0.57537,0.33579,0.72996,0.006139,0.006139,0.006139 |
| 41,69913.2,0.52855,0.62646,0.40043,0.8942,0.95317,0.87954,0.93197,0.72843,0.92561,0.84988,0.90322,0.58334,0.80917,0.57352,0.33524,0.72934,0.00604,0.00604,0.00604 |
| 42,77648.9,0.52752,0.62502,0.39941,0.89501,0.95297,0.88022,0.93166,0.72845,0.92648,0.85021,0.90319,0.58503,0.80755,0.56961,0.33456,0.72874,0.005941,0.005941,0.005941 |
| 43,85357.4,0.53088,0.63024,0.40166,0.89308,0.954,0.87998,0.93155,0.72821,0.92583,0.85075,0.90327,0.58497,0.8063,0.56643,0.33386,0.72844,0.005842,0.005842,0.005842 |
| 44,7707.94,0.51529,0.61264,0.38204,0.88507,0.95323,0.88111,0.93182,0.72842,0.92556,0.85176,0.90377,0.58555,0.80581,0.56555,0.33284,0.72778,0.005743,0.005743,0.005743 |
| 45,15467.6,0.52394,0.6279,0.39386,0.89264,0.95367,0.88098,0.93202,0.72885,0.9263,0.85181,0.9043,0.58574,0.80514,0.56422,0.33215,0.72747,0.005644,0.005644,0.005644 |
| 46,23189.6,0.52624,0.62838,0.3964,0.89258,0.95344,0.88135,0.93205,0.72908,0.92647,0.85274,0.9047,0.58654,0.80469,0.56274,0.33187,0.72736,0.005545,0.005545,0.005545 |
| 47,31042.4,0.5256,0.62473,0.39566,0.89206,0.95282,0.88202,0.93221,0.72877,0.92597,0.85338,0.90493,0.58697,0.80417,0.56195,0.33149,0.72704,0.005446,0.005446,0.005446 |
| 48,38834.1,0.51852,0.61808,0.38989,0.89014,0.95259,0.88234,0.93206,0.72851,0.92452,0.85368,0.90447,0.58649,0.80324,0.56018,0.33099,0.72642,0.005347,0.005347,0.005347 |
| 49,46607.2,0.52222,0.62248,0.39178,0.89209,0.95245,0.88298,0.93235,0.72914,0.92476,0.85411,0.90474,0.58701,0.80236,0.55827,0.3299,0.72628,0.005248,0.005248,0.005248 |
| 50,54368.4,0.51903,0.614,0.39154,0.89058,0.9526,0.88322,0.93232,0.72898,0.92503,0.85393,0.90438,0.58702,0.80158,0.55662,0.32939,0.72594,0.005149,0.005149,0.005149 |
| 51,62172.1,0.51669,0.61618,0.38805,0.88967,0.95293,0.88305,0.93217,0.72852,0.92493,0.854,0.90436,0.58652,0.80138,0.55627,0.32947,0.72555,0.00505,0.00505,0.00505 |
| 52,70183.6,0.51743,0.61761,0.38543,0.88879,0.9519,0.88362,0.93209,0.72867,0.92488,0.85497,0.90501,0.5873,0.80043,0.55519,0.32919,0.72481,0.004951,0.004951,0.004951 |
| 53,77911.3,0.51685,0.61089,0.38463,0.88661,0.95237,0.88337,0.93227,0.72902,0.92542,0.8554,0.90591,0.5885,0.79965,0.55408,0.32847,0.72429,0.004852,0.004852,0.004852 |
| 54,85604.3,0.51352,0.60544,0.38146,0.8834,0.95239,0.8835,0.93221,0.72918,0.92542,0.85507,0.90532,0.5887,0.79858,0.55191,0.32853,0.72332,0.004753,0.004753,0.004753 |
| 55,93301.1,0.51484,0.61296,0.38143,0.8853,0.95281,0.88326,0.93226,0.72959,0.92556,0.8551,0.9052,0.58892,0.79771,0.54951,0.32817,0.723,0.004654,0.004654,0.004654 |
| 56,101106,0.51299,0.60767,0.38127,0.88555,0.95231,0.88417,0.93231,0.72955,0.92542,0.85557,0.90542,0.58906,0.79725,0.54862,0.32812,0.72268,0.004555,0.004555,0.004555 |
| 57,108797,0.50952,0.59963,0.3775,0.8825,0.95171,0.88479,0.93235,0.72993,0.92629,0.85643,0.90636,0.58955,0.79674,0.547,0.32776,0.72222,0.004456,0.004456,0.004456 |
| 58,116514,0.50997,0.60284,0.37685,0.88246,0.95188,0.88576,0.93271,0.73032,0.92619,0.8569,0.90678,0.59011,0.79619,0.5459,0.32718,0.72149,0.004357,0.004357,0.004357 |
| 59,124336,0.50889,0.60299,0.37756,0.88277,0.9518,0.88564,0.93284,0.73054,0.92691,0.85634,0.9066,0.5898,0.79538,0.5451,0.3267,0.72115,0.004258,0.004258,0.004258 |
| 60,132125,0.50958,0.60018,0.37463,0.88408,0.95205,0.88608,0.93254,0.72958,0.92631,0.85693,0.90641,0.58956,0.79486,0.54399,0.32698,0.72055,0.004159,0.004159,0.004159 |
| 61,139856,0.50375,0.59563,0.37101,0.88072,0.95212,0.88619,0.93242,0.72946,0.92687,0.85688,0.90635,0.58997,0.79407,0.54244,0.32666,0.72019,0.00406,0.00406,0.00406 |
| 62,147589,0.50319,0.59447,0.37098,0.88131,0.95202,0.8863,0.93234,0.72951,0.9266,0.85623,0.90589,0.59,0.79365,0.54111,0.32615,0.72018,0.003961,0.003961,0.003961 |
| 63,155488,0.50486,0.5957,0.36957,0.88054,0.95261,0.88639,0.93253,0.73004,0.9262,0.85515,0.90549,0.58975,0.7932,0.5402,0.32569,0.71986,0.003862,0.003862,0.003862 |
| 64,163207,0.50052,0.58948,0.36696,0.87983,0.95253,0.88686,0.93235,0.72964,0.92663,0.85679,0.90596,0.58995,0.79281,0.53947,0.3257,0.7195,0.003763,0.003763,0.003763 |
| 65,170922,0.50248,0.59075,0.36605,0.87874,0.95308,0.88682,0.93261,0.72989,0.92711,0.85684,0.90619,0.59,0.79222,0.53867,0.32516,0.71911,0.003664,0.003664,0.003664 |
| 66,178713,0.49564,0.59096,0.36167,0.87798,0.95421,0.88664,0.93266,0.72998,0.92758,0.85754,0.90649,0.59059,0.79182,0.53843,0.32458,0.71844,0.003565,0.003565,0.003565 |
| 67,186735,0.4937,0.58268,0.3595,0.87657,0.95381,0.88765,0.93325,0.73056,0.92801,0.85644,0.90611,0.59068,0.79118,0.53786,0.32417,0.71781,0.003466,0.003466,0.003466 |
| 68,194573,0.49833,0.58522,0.36002,0.87611,0.9548,0.88714,0.93354,0.73122,0.92781,0.85737,0.90642,0.59132,0.79015,0.53617,0.32307,0.71758,0.003367,0.003367,0.003367 |
| 69,202484,0.49638,0.58399,0.35796,0.87617,0.95488,0.88726,0.93371,0.73181,0.92831,0.85697,0.90664,0.59204,0.78939,0.53454,0.32261,0.7173,0.003268,0.003268,0.003268 |
| 70,210477,0.48918,0.58019,0.35471,0.87472,0.95379,0.8882,0.93346,0.7313,0.92821,0.85746,0.90659,0.59196,0.78873,0.53346,0.32262,0.71682,0.003169,0.003169,0.003169 |
| 71,218439,0.4908,0.58102,0.35245,0.87454,0.95426,0.88809,0.93338,0.73138,0.92786,0.85783,0.90643,0.5922,0.78801,0.53168,0.32236,0.71676,0.00307,0.00307,0.00307 |
| 72,226691,0.48967,0.57695,0.35222,0.87429,0.95465,0.88786,0.93358,0.73176,0.92838,0.85793,0.90673,0.59253,0.7875,0.53042,0.32192,0.71666,0.002971,0.002971,0.002971 |
| 73,234709,0.48084,0.57051,0.34556,0.8713,0.95481,0.88803,0.93349,0.73189,0.92764,0.85798,0.90634,0.59216,0.78671,0.52907,0.32189,0.71607,0.002872,0.002872,0.002872 |
| 74,242551,0.48661,0.57293,0.34886,0.8716,0.95418,0.88846,0.93359,0.73242,0.92728,0.85822,0.90638,0.59302,0.78596,0.5275,0.32132,0.71587,0.002773,0.002773,0.002773 |
| 75,250504,0.48382,0.56946,0.34373,0.86999,0.9532,0.88958,0.93385,0.7333,0.92687,0.85854,0.90671,0.59322,0.78568,0.52648,0.31968,0.71575,0.002674,0.002674,0.002674 |
| 76,258459,0.48107,0.56972,0.3409,0.86895,0.95406,0.8896,0.93398,0.73359,0.92746,0.85816,0.90667,0.59277,0.78528,0.52517,0.31924,0.71556,0.002575,0.002575,0.002575 |
| 77,266301,0.48291,0.56932,0.34159,0.86893,0.9535,0.89009,0.93384,0.73346,0.92662,0.8593,0.90669,0.59327,0.78447,0.52372,0.319,0.71525,0.002476,0.002476,0.002476 |
| 78,274257,0.47905,0.56535,0.33874,0.86808,0.95347,0.89017,0.93364,0.73339,0.92558,0.85992,0.90665,0.59299,0.78389,0.52248,0.31853,0.71455,0.002377,0.002377,0.002377 |
|
|
