face_detect_v0_l_yv11/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
1,171.72,1.91359,1.64416,1.59241,0.82493,0.56144,0.64159,0.33556,1.44057,0.70757,1.22441,0.0033033,0.0033033,0.0033033
2,364.702,1.53065,0.87668,1.23244,0.79944,0.54885,0.61632,0.33017,1.41444,0.76776,1.1772,0.00657093,0.00657093,0.00657093
3,570.191,1.52683,0.87396,1.21989,0.74214,0.49296,0.5377,0.26226,1.69167,1.08542,1.58568,0.00977256,0.00977256,0.00977256
4,741.831,1.50929,0.88265,1.23565,0.70299,0.45181,0.49526,0.22712,1.94962,1.3631,1.73001,0.009703,0.009703,0.009703
5,927.57,1.51031,0.88132,1.22183,0.79604,0.47982,0.54777,0.28076,1.62947,0.86068,1.40503,0.009604,0.009604,0.009604
6,1157.55,1.50203,0.85616,1.18259,0.81803,0.55641,0.62852,0.34023,1.36831,0.73169,1.17575,0.009505,0.009505,0.009505
7,1354.36,1.45355,0.81096,1.17266,0.83803,0.56531,0.64962,0.35508,1.37445,0.68281,1.18953,0.009406,0.009406,0.009406
8,1589.42,1.42374,0.8096,1.18272,0.83424,0.55521,0.63536,0.3409,1.55965,0.79985,1.3712,0.009307,0.009307,0.009307
9,1748.99,1.38571,0.77334,1.16509,0.83195,0.58634,0.66441,0.36315,1.33939,0.65211,1.17087,0.009208,0.009208,0.009208
10,1938.75,1.37034,0.76099,1.16597,0.83568,0.59265,0.66654,0.36515,1.38481,0.6787,1.22887,0.009109,0.009109,0.009109
11,2093.36,1.35339,0.73508,1.15323,0.85478,0.60114,0.68101,0.37476,1.35967,0.6282,1.2131,0.00901,0.00901,0.00901
12,2310.9,1.37631,0.75311,1.15543,0.85006,0.57739,0.6649,0.35369,1.4986,0.68393,1.30933,0.008911,0.008911,0.008911
13,2480.28,1.35378,0.7314,1.14563,0.85985,0.58716,0.67374,0.38342,1.28329,0.59542,1.13961,0.008812,0.008812,0.008812
14,2659.18,1.32536,0.72373,1.14468,0.85703,0.59874,0.68664,0.37984,1.35667,0.61133,1.20176,0.008713,0.008713,0.008713
15,2846.1,1.33041,0.70337,1.13613,0.85994,0.59184,0.68485,0.38782,1.32175,0.60657,1.19476,0.008614,0.008614,0.008614
16,3015.49,1.32617,0.7079,1.13413,0.83679,0.58845,0.67311,0.36848,1.3767,0.62043,1.22944,0.008515,0.008515,0.008515
17,3180.85,1.31428,0.70208,1.11787,0.85776,0.61998,0.70226,0.40197,1.24554,0.56906,1.10697,0.008416,0.008416,0.008416
18,3441.33,1.31616,0.7032,1.13121,0.86073,0.61351,0.7015,0.39805,1.24523,0.56488,1.11371,0.008317,0.008317,0.008317
19,3616,1.33199,0.70397,1.13173,0.8718,0.61282,0.70765,0.414,1.21771,0.54926,1.08594,0.008218,0.008218,0.008218
20,3929.01,1.3207,0.67841,1.09941,0.85733,0.61336,0.70154,0.38952,1.38794,0.60225,1.29773,0.008119,0.008119,0.008119
21,4097.18,1.29614,0.67574,1.1165,0.86559,0.61983,0.70652,0.41083,1.2222,0.55017,1.10731,0.00802,0.00802,0.00802
22,4342.42,1.30781,0.66945,1.11585,0.86335,0.61835,0.70766,0.40563,1.24135,0.54526,1.11989,0.007921,0.007921,0.007921
23,4566.94,1.30125,0.66729,1.09488,0.8623,0.6129,0.70282,0.40849,1.22627,0.54874,1.1162,0.007822,0.007822,0.007822
24,4881.87,1.2977,0.66993,1.10969,0.86733,0.6275,0.71245,0.40863,1.23751,0.54124,1.10448,0.007723,0.007723,0.007723
25,5101.14,1.28789,0.6644,1.1025,0.85984,0.62614,0.71068,0.40827,1.25797,0.55269,1.13316,0.007624,0.007624,0.007624
26,5320.67,1.27529,0.65542,1.10139,0.86718,0.62379,0.71097,0.41219,1.2423,0.54741,1.10674,0.007525,0.007525,0.007525
27,5515.83,1.25674,0.6368,1.09257,0.86882,0.62823,0.71891,0.42083,1.20088,0.5297,1.08548,0.007426,0.007426,0.007426
28,5740.03,1.24996,0.64456,1.10023,0.86521,0.63009,0.71667,0.41732,1.19885,0.52505,1.07888,0.007327,0.007327,0.007327
29,5953.4,1.25095,0.63785,1.0799,0.87223,0.63293,0.72039,0.41736,1.21365,0.52119,1.09387,0.007228,0.007228,0.007228
30,6130.87,1.27283,0.64778,1.10036,0.87126,0.63629,0.72204,0.42206,1.20457,0.51683,1.07838,0.007129,0.007129,0.007129
31,6324.16,1.26106,0.63381,1.0849,0.87106,0.6217,0.7133,0.41516,1.19782,0.52024,1.08128,0.00703,0.00703,0.00703
32,6492.4,1.2494,0.64048,1.10443,0.8677,0.64047,0.72831,0.42793,1.19256,0.51824,1.08746,0.006931,0.006931,0.006931
33,6591.3,1.23899,0.62448,1.07949,0.87244,0.63794,0.72499,0.42642,1.18832,0.5161,1.07894,0.006832,0.006832,0.006832
34,6792.74,1.2328,0.6268,1.09067,0.86741,0.63616,0.72271,0.42185,1.2128,0.52028,1.09787,0.006733,0.006733,0.006733
35,6980.37,1.24925,0.63448,1.09001,0.87152,0.6359,0.72863,0.42942,1.1822,0.51071,1.07588,0.006634,0.006634,0.006634
36,7146.55,1.22775,0.61166,1.07447,0.87219,0.64093,0.729,0.42805,1.18251,0.50677,1.07482,0.006535,0.006535,0.006535
37,7320.21,1.22741,0.61012,1.07919,0.87312,0.63639,0.72439,0.4224,1.20089,0.51033,1.09108,0.006436,0.006436,0.006436
38,7488.23,1.20749,0.60235,1.08855,0.87777,0.64073,0.73269,0.43022,1.17905,0.50208,1.06815,0.006337,0.006337,0.006337
39,7673.29,1.2324,0.61655,1.07144,0.87636,0.64463,0.73219,0.43075,1.17119,0.49757,1.07854,0.006238,0.006238,0.006238
40,7895.46,1.20199,0.60695,1.08511,0.87716,0.64781,0.73923,0.43707,1.17122,0.4967,1.075,0.006139,0.006139,0.006139
41,8098.42,1.21754,0.60904,1.0897,0.8747,0.64485,0.73347,0.42732,1.20341,0.50297,1.10294,0.00604,0.00604,0.00604
42,8257.16,1.17376,0.58475,1.08506,0.87095,0.64697,0.73586,0.43492,1.18525,0.49771,1.09127,0.005941,0.005941,0.005941
43,8434.46,1.22523,0.60349,1.08485,0.86971,0.64688,0.73399,0.43193,1.17495,0.49321,1.06893,0.005842,0.005842,0.005842
44,8625.01,1.21989,0.60543,1.07466,0.8762,0.6503,0.73967,0.43681,1.16546,0.49138,1.06283,0.005743,0.005743,0.005743
45,8810.32,1.19572,0.59211,1.07789,0.8736,0.64949,0.74028,0.43486,1.17181,0.48718,1.07138,0.005644,0.005644,0.005644
46,8996.73,1.19966,0.58903,1.06208,0.87301,0.65361,0.73949,0.43241,1.18659,0.49355,1.08085,0.005545,0.005545,0.005545
47,9197.07,1.1901,0.58188,1.07129,0.8742,0.65277,0.74287,0.43678,1.16766,0.482,1.07644,0.005446,0.005446,0.005446
48,9425.09,1.20867,0.59127,1.05438,0.87171,0.65886,0.74573,0.43896,1.16979,0.48284,1.06824,0.005347,0.005347,0.005347
49,9589.12,1.17492,0.57837,1.0626,0.86978,0.65789,0.74405,0.43834,1.16563,0.48352,1.06305,0.005248,0.005248,0.005248
50,9783.72,1.16414,0.57466,1.07368,0.87535,0.65872,0.74622,0.44168,1.16847,0.48076,1.07336,0.005149,0.005149,0.005149
51,10003.2,1.21041,0.59089,1.06002,0.87848,0.65626,0.74916,0.44583,1.16114,0.47858,1.06644,0.00505,0.00505,0.00505
52,10185.5,1.17517,0.5787,1.07256,0.87442,0.65744,0.74809,0.44102,1.16623,0.47804,1.07402,0.004951,0.004951,0.004951
53,10364,1.16639,0.57096,1.05992,0.87472,0.66245,0.74696,0.4432,1.15588,0.47557,1.06036,0.004852,0.004852,0.004852
54,10536.1,1.17544,0.57151,1.05701,0.88012,0.65707,0.7472,0.44333,1.15919,0.47539,1.06508,0.004753,0.004753,0.004753
55,10746.3,1.16824,0.56607,1.0594,0.87825,0.65864,0.74937,0.44357,1.15814,0.47131,1.07135,0.004654,0.004654,0.004654
56,10895.5,1.16093,0.56361,1.05496,0.87994,0.65551,0.74558,0.44273,1.15802,0.47112,1.06292,0.004555,0.004555,0.004555
57,11096.3,1.17965,0.57162,1.05051,0.87478,0.66162,0.74945,0.4442,1.15982,0.46735,1.06827,0.004456,0.004456,0.004456
58,11326.9,1.15393,0.56011,1.04509,0.87857,0.66351,0.75292,0.44708,1.15652,0.46986,1.06618,0.004357,0.004357,0.004357
59,11539.2,1.17181,0.57099,1.05053,0.88086,0.6591,0.75328,0.44755,1.15798,0.46862,1.06483,0.004258,0.004258,0.004258
60,11711.4,1.14988,0.55701,1.04591,0.87412,0.66544,0.7534,0.44744,1.15711,0.46577,1.06336,0.004159,0.004159,0.004159
61,11921.2,1.1336,0.54152,1.03402,0.8745,0.66422,0.75306,0.44641,1.15727,0.46361,1.06129,0.00406,0.00406,0.00406
62,12103.5,1.11662,0.53499,1.02858,0.87793,0.6657,0.75627,0.45048,1.15175,0.46331,1.05937,0.003961,0.003961,0.003961
63,12292.8,1.1441,0.54808,1.03587,0.88118,0.66261,0.75397,0.44858,1.15411,0.46352,1.06319,0.003862,0.003862,0.003862
64,12489.7,1.1214,0.54029,1.03621,0.88016,0.66543,0.75681,0.45097,1.14806,0.46131,1.05826,0.003763,0.003763,0.003763
65,12748.6,1.11655,0.54035,1.03562,0.88024,0.66524,0.75667,0.45039,1.15381,0.46225,1.06158,0.003664,0.003664,0.003664
66,12869.5,1.10803,0.53335,1.04281,0.87605,0.67055,0.75833,0.45102,1.14914,0.45772,1.06647,0.003565,0.003565,0.003565
67,13070.3,1.10605,0.53003,1.03237,0.87833,0.66841,0.75713,0.45098,1.15116,0.45811,1.06457,0.003466,0.003466,0.003466
68,13333.4,1.11925,0.53172,1.03866,0.87874,0.66953,0.75691,0.45099,1.15487,0.45807,1.0697,0.003367,0.003367,0.003367
69,13461.7,1.11051,0.53096,1.01871,0.8815,0.66722,0.75745,0.45315,1.15201,0.45696,1.06401,0.003268,0.003268,0.003268
70,13648.7,1.12067,0.53702,1.02997,0.87988,0.67267,0.75984,0.45366,1.14523,0.45459,1.05977,0.003169,0.003169,0.003169
71,13820.3,1.09214,0.51816,1.02724,0.88253,0.66934,0.7596,0.45307,1.15417,0.45844,1.06381,0.00307,0.00307,0.00307
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73,14268.4,1.08933,0.5246,1.0271,0.88056,0.67135,0.76002,0.45221,1.15056,0.45376,1.06571,0.002872,0.002872,0.002872
74,14469.2,1.07014,0.5017,1.01314,0.87788,0.66945,0.75922,0.45395,1.14943,0.45323,1.06645,0.002773,0.002773,0.002773
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81,15862.8,1.04019,0.48681,1.00419,0.88511,0.67152,0.76325,0.4549,1.15085,0.45308,1.07133,0.00208,0.00208,0.00208
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89,17479.6,0.99398,0.46021,0.9803,0.88272,0.675,0.76654,0.45688,1.15881,0.45235,1.07333,0.001288,0.001288,0.001288
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91,17825.4,0.98495,0.41588,0.98654,0.88458,0.67474,0.76666,0.45722,1.15902,0.45278,1.07524,0.00109,0.00109,0.00109
92,18034.4,0.9741,0.41276,0.9783,0.88407,0.67513,0.76607,0.45629,1.1598,0.45448,1.07817,0.000991,0.000991,0.000991
93,18236.1,0.94576,0.39738,0.97714,0.88502,0.67355,0.76534,0.45573,1.15949,0.45454,1.07945,0.000892,0.000892,0.000892
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