103 lines
12 KiB
CSV
103 lines
12 KiB
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
|
|
1,7.63907,2.70917,4.49407,2.02465,0.99912,0.97872,0.97747,0.91819,0.41838,0.36787,0.86558,4e-05,4e-05,4e-05
|
|
2,14.7997,2.22765,4.25443,1.75345,0.99881,0.97872,0.97724,0.90882,0.40916,0.35668,0.85675,9.9802e-05,9.9802e-05,9.9802e-05
|
|
3,21.8956,1.79894,2.2375,1.3571,0.99858,0.97872,0.97686,0.90678,0.41569,0.34502,0.85603,0.000159366,0.000159366,0.000159366
|
|
4,28.9274,1.732,1.71605,1.32749,0.99702,0.97872,0.97625,0.9021,0.41691,0.3773,0.85139,0.000218693,0.000218693,0.000218693
|
|
5,36.0726,1.51583,1.2176,1.22265,0.99167,0.97872,0.97602,0.8814,0.4486,0.42174,0.86108,0.000277782,0.000277782,0.000277782
|
|
6,42.9992,1.50008,1.20603,1.20527,0.9715,0.97872,0.97525,0.84578,0.57006,0.55669,0.91396,0.000336634,0.000336634,0.000336634
|
|
7,50.1607,1.17856,1.06457,1.0255,0.94974,0.97872,0.97471,0.83043,0.66164,0.59542,0.978,0.000395248,0.000395248,0.000395248
|
|
8,57.3054,1.04042,0.85323,0.99251,0.94447,0.97872,0.97505,0.83987,0.72603,0.59996,1.03553,0.000453624,0.000453624,0.000453624
|
|
9,64.2003,1.164,0.94852,1.02117,0.92959,0.97872,0.9733,0.84751,0.76872,0.58319,1.07821,0.000511763,0.000511763,0.000511763
|
|
10,71.247,1.26369,0.86267,1.24208,1,0.97339,0.97545,0.83919,0.77765,0.59624,1.10428,0.000569664,0.000569664,0.000569664
|
|
11,78.0823,1.03984,0.73627,0.98369,1,0.95536,0.97506,0.84243,0.75775,0.57626,1.10348,0.000627328,0.000627328,0.000627328
|
|
12,85.2249,1.25405,0.85407,1.0554,0.99278,0.95745,0.97516,0.84042,0.75268,0.55745,1.11194,0.000684754,0.000684754,0.000684754
|
|
13,92.1208,0.97203,0.72676,1.05147,0.99723,0.97872,0.97575,0.84047,0.7736,0.53483,1.11246,0.000741942,0.000741942,0.000741942
|
|
14,99.0156,1.01532,0.75534,1.00374,0.99693,0.97872,0.976,0.83682,0.82381,0.55106,1.14222,0.000798893,0.000798893,0.000798893
|
|
15,105.913,0.94213,0.67325,0.97016,0.99693,0.97872,0.976,0.83682,0.82381,0.55106,1.14222,0.000855606,0.000855606,0.000855606
|
|
16,113.322,0.79714,0.51982,0.89325,0.99667,0.97872,0.97631,0.79911,0.89067,0.60695,1.21469,0.000912082,0.000912082,0.000912082
|
|
17,120.293,1.02492,0.61514,0.97705,1,0.97682,0.97648,0.80457,0.98069,0.65745,1.29521,0.00096832,0.00096832,0.00096832
|
|
18,127.201,0.92379,0.67928,0.93293,1,0.97682,0.97648,0.80457,0.98069,0.65745,1.29521,0.00102432,0.00102432,0.00102432
|
|
19,134.089,0.89685,0.61271,0.90453,0.99362,0.97872,0.97673,0.79301,1.09955,0.77412,1.40548,0.00108008,0.00108008,0.00108008
|
|
20,140.992,0.98846,0.64352,0.98551,0.99277,0.97872,0.97707,0.79259,1.16372,0.76491,1.45391,0.00113561,0.00113561,0.00113561
|
|
21,147.822,0.97386,0.74687,0.97902,0.99277,0.97872,0.97707,0.79259,1.16372,0.76491,1.45391,0.0011909,0.0011909,0.0011909
|
|
22,154.669,1.00683,0.60883,0.9834,0.99692,0.95745,0.97743,0.7862,1.23137,0.68919,1.49529,0.00124595,0.00124595,0.00124595
|
|
23,161.483,0.91046,0.64467,0.99744,0.99692,0.95745,0.97743,0.7862,1.23137,0.68919,1.49529,0.00130076,0.00130076,0.00130076
|
|
24,168.57,0.84125,0.59386,0.89692,0.93849,0.97396,0.97619,0.76515,1.3093,0.64991,1.50103,0.00135533,0.00135533,0.00135533
|
|
25,175.564,0.8557,0.59673,0.8886,0.93849,0.97396,0.97619,0.76515,1.3093,0.64991,1.50103,0.00140967,0.00140967,0.00140967
|
|
26,182.415,1.05203,0.66896,1.03143,0.97302,0.91489,0.97423,0.7418,1.38855,0.63057,1.54444,0.00146377,0.00146377,0.00146377
|
|
27,189.245,0.8033,0.62459,0.91053,0.97302,0.91489,0.97423,0.7418,1.38855,0.63057,1.54444,0.00151763,0.00151763,0.00151763
|
|
28,196.121,0.89312,0.59819,0.88909,0.95354,0.91489,0.97145,0.7324,1.46177,0.64943,1.60919,0.00157126,0.00157126,0.00157126
|
|
29,203.594,0.85721,0.56653,0.93244,0.95354,0.91489,0.97145,0.7324,1.46177,0.64943,1.60919,0.00162464,0.00162464,0.00162464
|
|
30,210.617,0.9005,0.62716,0.94168,0.95354,0.91489,0.97145,0.7324,1.46177,0.64943,1.60919,0.00167779,0.00167779,0.00167779
|
|
31,217.476,0.79788,0.62076,0.93894,0.96733,0.85106,0.9625,0.72508,1.51965,0.73935,1.72766,0.0017307,0.0017307,0.0017307
|
|
32,224.986,0.77564,0.57184,0.92898,0.96733,0.85106,0.9625,0.72508,1.51965,0.73935,1.72766,0.00178338,0.00178338,0.00178338
|
|
33,233.051,0.80249,0.51501,0.91057,0.97545,0.84563,0.94296,0.6827,1.55516,0.90677,1.89134,0.00183581,0.00183581,0.00183581
|
|
34,241.105,0.83376,0.55029,0.89974,0.97545,0.84563,0.94296,0.6827,1.55516,0.90677,1.89134,0.00186932,0.00186932,0.00186932
|
|
35,249.696,0.72198,0.51049,0.86315,0.97545,0.84563,0.94296,0.6827,1.55516,0.90677,1.89134,0.00186536,0.00186536,0.00186536
|
|
36,258.063,0.81764,0.54125,0.91989,0.97378,0.82979,0.93639,0.6954,1.60172,0.92111,1.99599,0.0018614,0.0018614,0.0018614
|
|
37,266.67,0.76624,0.5811,0.87194,0.97378,0.82979,0.93639,0.6954,1.60172,0.92111,1.99599,0.00185744,0.00185744,0.00185744
|
|
38,275.247,0.70616,0.52048,0.83692,0.97378,0.82979,0.93639,0.6954,1.60172,0.92111,1.99599,0.00185348,0.00185348,0.00185348
|
|
39,283.268,0.80025,0.57801,0.87308,0.97433,0.8077,0.9029,0.65711,1.63515,0.81447,1.95222,0.00184952,0.00184952,0.00184952
|
|
40,290.959,0.84311,0.61695,0.99219,0.97433,0.8077,0.9029,0.65711,1.63515,0.81447,1.95222,0.00184556,0.00184556,0.00184556
|
|
41,298.794,0.7594,0.52677,0.89593,0.9522,0.84767,0.91945,0.67852,1.60546,0.7564,1.93401,0.0018416,0.0018416,0.0018416
|
|
42,306.783,0.82036,0.59852,0.97176,0.9522,0.84767,0.91945,0.67852,1.60546,0.7564,1.93401,0.00183764,0.00183764,0.00183764
|
|
43,314.609,0.8502,0.61643,0.93547,0.9522,0.84767,0.91945,0.67852,1.60546,0.7564,1.93401,0.00183368,0.00183368,0.00183368
|
|
44,322.343,0.74427,0.56837,0.89203,0.97453,0.81402,0.8989,0.67481,1.55939,0.76543,1.96081,0.00182972,0.00182972,0.00182972
|
|
45,330.17,0.6368,0.47688,0.85325,0.97453,0.81402,0.8989,0.67481,1.55939,0.76543,1.96081,0.00182576,0.00182576,0.00182576
|
|
46,337.966,0.69582,0.52199,0.87481,0.97453,0.81402,0.8989,0.67481,1.55939,0.76543,1.96081,0.0018218,0.0018218,0.0018218
|
|
47,346.133,0.73562,0.54278,0.87558,0.94264,0.80851,0.88646,0.66755,1.53789,0.74703,1.97612,0.00181784,0.00181784,0.00181784
|
|
48,352.997,0.77988,0.55341,0.90458,0.94264,0.80851,0.88646,0.66755,1.53789,0.74703,1.97612,0.00181388,0.00181388,0.00181388
|
|
49,359.854,0.64288,0.45365,0.85448,0.94467,0.80851,0.8811,0.66314,1.56657,0.77116,1.95987,0.00180992,0.00180992,0.00180992
|
|
50,366.72,0.6835,0.49352,0.85955,0.94467,0.80851,0.8811,0.66314,1.56657,0.77116,1.95987,0.00180596,0.00180596,0.00180596
|
|
51,373.578,0.70843,0.49494,0.85846,0.94467,0.80851,0.8811,0.66314,1.56657,0.77116,1.95987,0.001802,0.001802,0.001802
|
|
52,380.429,0.8536,0.59141,0.89611,0.92626,0.80194,0.87514,0.65763,1.60355,0.78128,1.9507,0.00179804,0.00179804,0.00179804
|
|
53,387.374,0.81654,0.5779,0.93825,0.92626,0.80194,0.87514,0.65763,1.60355,0.78128,1.9507,0.00179408,0.00179408,0.00179408
|
|
54,394.604,0.74893,0.52772,0.86002,0.92626,0.80194,0.87514,0.65763,1.60355,0.78128,1.9507,0.00179012,0.00179012,0.00179012
|
|
55,401.609,0.88735,0.66636,0.96151,0.9681,0.78723,0.88236,0.64213,1.63055,0.80361,1.93165,0.00178616,0.00178616,0.00178616
|
|
56,408.55,0.75877,0.52875,0.87482,0.9681,0.78723,0.88236,0.64213,1.63055,0.80361,1.93165,0.0017822,0.0017822,0.0017822
|
|
57,415.448,0.7728,0.55349,0.88697,0.96913,0.76596,0.87738,0.64668,1.53719,0.8137,1.79539,0.00177824,0.00177824,0.00177824
|
|
58,422.685,0.7351,0.53766,0.87352,0.96913,0.76596,0.87738,0.64668,1.53719,0.8137,1.79539,0.00177428,0.00177428,0.00177428
|
|
59,430.553,0.76144,0.59656,0.85218,0.96913,0.76596,0.87738,0.64668,1.53719,0.8137,1.79539,0.00177032,0.00177032,0.00177032
|
|
60,438.936,0.76499,0.57114,0.86835,0.92767,0.76596,0.88565,0.64631,1.5512,0.83701,1.76876,0.00176636,0.00176636,0.00176636
|
|
61,446.435,0.66382,0.56661,0.82241,0.92767,0.76596,0.88565,0.64631,1.5512,0.83701,1.76876,0.0017624,0.0017624,0.0017624
|
|
62,453.495,0.68367,0.47688,0.89085,0.92767,0.76596,0.88565,0.64631,1.5512,0.83701,1.76876,0.00175844,0.00175844,0.00175844
|
|
63,460.658,0.68854,0.49969,0.9078,0.8042,0.89362,0.90818,0.60688,1.67533,0.86673,1.85942,0.00175448,0.00175448,0.00175448
|
|
64,467.71,0.78518,0.59558,0.95986,0.8042,0.89362,0.90818,0.60688,1.67533,0.86673,1.85942,0.00175052,0.00175052,0.00175052
|
|
65,474.809,0.67974,0.47885,0.86958,0.79064,0.89362,0.90476,0.59039,1.70069,0.90242,1.91292,0.00174656,0.00174656,0.00174656
|
|
66,481.722,0.71374,0.51359,0.85046,0.79064,0.89362,0.90476,0.59039,1.70069,0.90242,1.91292,0.0017426,0.0017426,0.0017426
|
|
67,489.399,0.79765,0.53107,0.89975,0.79064,0.89362,0.90476,0.59039,1.70069,0.90242,1.91292,0.00173864,0.00173864,0.00173864
|
|
68,497.148,0.70784,0.49291,0.89467,0.82587,0.80851,0.88682,0.60732,1.64151,0.97339,1.95122,0.00173468,0.00173468,0.00173468
|
|
69,505.093,0.83998,0.55884,0.89796,0.82587,0.80851,0.88682,0.60732,1.64151,0.97339,1.95122,0.00173072,0.00173072,0.00173072
|
|
70,512.854,0.63445,0.42248,0.83863,0.82587,0.80851,0.88682,0.60732,1.64151,0.97339,1.95122,0.00172676,0.00172676,0.00172676
|
|
71,520.763,0.70379,0.49597,0.86819,0.84016,0.80851,0.86679,0.59617,1.5825,1.0674,1.95819,0.0017228,0.0017228,0.0017228
|
|
72,528.402,0.78343,0.52781,0.86032,0.84016,0.80851,0.86679,0.59617,1.5825,1.0674,1.95819,0.00171884,0.00171884,0.00171884
|
|
73,536.215,0.65805,0.49055,0.87537,0.7579,0.79937,0.83955,0.58596,1.60346,1.14645,1.99698,0.00171488,0.00171488,0.00171488
|
|
74,544.016,0.7471,0.54277,0.8316,0.7579,0.79937,0.83955,0.58596,1.60346,1.14645,1.99698,0.00171092,0.00171092,0.00171092
|
|
75,551.8,0.74852,0.53142,0.88043,0.7579,0.79937,0.83955,0.58596,1.60346,1.14645,1.99698,0.00170696,0.00170696,0.00170696
|
|
76,559.707,0.69011,0.46713,0.85847,0.74698,0.76596,0.83512,0.5692,1.57461,1.17368,1.99194,0.001703,0.001703,0.001703
|
|
77,567.299,0.72188,0.51026,0.90831,0.74698,0.76596,0.83512,0.5692,1.57461,1.17368,1.99194,0.00169904,0.00169904,0.00169904
|
|
78,575.002,0.75518,0.50844,0.9042,0.74698,0.76596,0.83512,0.5692,1.57461,1.17368,1.99194,0.00169508,0.00169508,0.00169508
|
|
79,582.647,0.73466,0.50325,0.90463,0.76239,0.75104,0.84273,0.56276,1.59924,1.16856,1.96152,0.00169112,0.00169112,0.00169112
|
|
80,590.361,0.64651,0.47375,0.84126,0.76239,0.75104,0.84273,0.56276,1.59924,1.16856,1.96152,0.00168716,0.00168716,0.00168716
|
|
81,598.147,0.73129,0.49409,0.92695,0.76884,0.74468,0.81936,0.53968,1.63233,1.20549,1.95335,0.0016832,0.0016832,0.0016832
|
|
82,606.268,0.65436,0.47217,0.86174,0.76884,0.74468,0.81936,0.53968,1.63233,1.20549,1.95335,0.00167924,0.00167924,0.00167924
|
|
83,613.378,0.68755,0.46353,0.80133,0.76884,0.74468,0.81936,0.53968,1.63233,1.20549,1.95335,0.00167528,0.00167528,0.00167528
|
|
84,620.24,0.75798,0.5305,0.94699,0.72636,0.78723,0.80995,0.51352,1.63355,1.23102,1.98695,0.00167132,0.00167132,0.00167132
|
|
85,627.073,0.58781,0.42422,0.8475,0.72636,0.78723,0.80995,0.51352,1.63355,1.23102,1.98695,0.00166736,0.00166736,0.00166736
|
|
86,633.956,0.6749,0.49486,0.83143,0.72636,0.78723,0.80995,0.51352,1.63355,1.23102,1.98695,0.0016634,0.0016634,0.0016634
|
|
87,640.967,0.76251,0.50619,0.86481,0.69328,0.76953,0.77858,0.50373,1.62916,1.30002,1.99966,0.00165944,0.00165944,0.00165944
|
|
88,647.776,0.61438,0.4451,0.87131,0.69328,0.76953,0.77858,0.50373,1.62916,1.30002,1.99966,0.00165548,0.00165548,0.00165548
|
|
89,654.77,0.56289,0.4546,0.82389,0.7315,0.74468,0.77885,0.46848,1.67011,1.36403,2.04133,0.00165152,0.00165152,0.00165152
|
|
90,661.973,0.57873,0.40353,0.85035,0.7315,0.74468,0.77885,0.46848,1.67011,1.36403,2.04133,0.00164756,0.00164756,0.00164756
|
|
91,669.077,0.66058,0.51081,0.84518,0.7315,0.74468,0.77885,0.46848,1.67011,1.36403,2.04133,0.0016436,0.0016436,0.0016436
|
|
92,676.094,0.67254,0.51756,0.86201,0.78409,0.74468,0.78603,0.4469,1.72356,1.38979,2.08012,0.00163964,0.00163964,0.00163964
|
|
93,682.941,0.67494,0.49047,0.91852,0.78409,0.74468,0.78603,0.4469,1.72356,1.38979,2.08012,0.00163568,0.00163568,0.00163568
|
|
94,689.953,0.67352,0.4834,0.85694,0.78409,0.74468,0.78603,0.4469,1.72356,1.38979,2.08012,0.00163172,0.00163172,0.00163172
|
|
95,696.912,0.67889,0.46032,0.85274,0.8203,0.74468,0.812,0.45954,1.77089,1.40879,2.16685,0.00162776,0.00162776,0.00162776
|
|
96,703.93,0.6799,0.47526,0.8715,0.8203,0.74468,0.812,0.45954,1.77089,1.40879,2.16685,0.0016238,0.0016238,0.0016238
|
|
97,711.212,0.55019,0.43748,0.8411,0.82045,0.78723,0.82938,0.48868,1.80145,1.5016,2.26065,0.00161984,0.00161984,0.00161984
|
|
98,718.621,0.6155,0.51893,0.86594,0.82045,0.78723,0.82938,0.48868,1.80145,1.5016,2.26065,0.00161588,0.00161588,0.00161588
|
|
99,725.83,0.57495,0.45232,0.86671,0.82045,0.78723,0.82938,0.48868,1.80145,1.5016,2.26065,0.00161192,0.00161192,0.00161192
|
|
100,733.002,0.58836,0.42686,0.84293,0.85389,0.78723,0.82661,0.49916,1.82295,1.49637,2.35177,0.00160796,0.00160796,0.00160796
|
|
101,739.919,0.76866,0.49956,0.93021,0.85389,0.78723,0.82661,0.49916,1.82295,1.49637,2.35177,0.001604,0.001604,0.001604
|