v2023.12.07_l/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
1,22.9795,1.44737,2.19372,1.44861,0.54778,0.8347,0.68853,0.43514,0.99108,inf,1.15703,0.0002875,0.0002875,0.0002875
2,41.8126,0.89984,0.6711,1.0813,0.68615,0.62111,0.65668,0.40667,1.14259,1.46165,1.24339,0.000581684,0.000581684,0.000581684
3,60.5339,0.85689,0.61523,1.0644,0.36609,0.19138,0.18765,0.11097,2.05047,3.17944,1.85968,0.000869928,0.000869928,0.000869928
4,79.6568,0.86403,0.60063,1.06332,0.64066,0.64904,0.65348,0.40404,1.15272,1.25824,1.28941,0.00115223,0.00115223,0.00115223
5,98.7516,0.85347,0.59543,1.05319,0.74392,0.68661,0.75167,0.51235,1.03324,1.093,1.21669,0.0012005,0.0012005,0.0012005
6,117.495,0.85226,0.58116,1.05349,0.7871,0.75673,0.82624,0.56485,1.00816,0.88732,1.19125,0.00118812,0.00118812,0.00118812
7,136.3,0.84275,0.56982,1.0532,0.79282,0.7845,0.84542,0.59107,0.95857,0.7965,1.15107,0.00117575,0.00117575,0.00117575
8,155.28,0.82517,0.54863,1.03801,0.77075,0.7074,0.78478,0.53055,1.02559,0.98027,1.19632,0.00116337,0.00116337,0.00116337
9,173.351,0.82339,0.54266,1.03392,0.82867,0.77172,0.85318,0.60263,0.92263,0.68498,1.1124,0.001151,0.001151,0.001151
10,191.814,0.79959,0.52856,1.03164,0.84713,0.84576,0.89786,0.6571,0.86134,0.62143,1.08332,0.00113863,0.00113863,0.00113863
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12,228.231,0.79133,0.51643,1.02462,0.8758,0.83907,0.90054,0.66101,0.85198,0.58523,1.059,0.00111388,0.00111388,0.00111388
13,246.513,0.77981,0.50308,1.01461,0.88317,0.84186,0.90135,0.67178,0.83848,0.55278,1.05177,0.0011015,0.0011015,0.0011015
14,264.892,0.77885,0.49952,1.01503,0.87444,0.84685,0.90912,0.6764,0.83983,0.55468,1.05166,0.00108913,0.00108913,0.00108913
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16,301.655,0.76809,0.48811,1.01071,0.88568,0.86431,0.91743,0.69055,0.81239,0.54357,1.0311,0.00106437,0.00106437,0.00106437
17,319.931,0.76698,0.48467,1.01675,0.90187,0.86164,0.915,0.67811,0.85243,0.5025,1.04976,0.001052,0.001052,0.001052
18,338.271,0.7517,0.47514,1.00226,0.88689,0.86837,0.92458,0.69362,0.81859,0.51291,1.03457,0.00103962,0.00103962,0.00103962
19,356.604,0.74568,0.46909,0.99843,0.89517,0.86146,0.92035,0.69235,0.82342,0.51339,1.03098,0.00102725,0.00102725,0.00102725
20,374.706,0.75504,0.47671,1.00429,0.90702,0.86987,0.92613,0.70001,0.80287,0.48467,1.0172,0.00101488,0.00101488,0.00101488
21,392.896,0.74199,0.46266,0.99259,0.90416,0.88359,0.93162,0.7122,0.783,0.47709,1.01494,0.0010025,0.0010025,0.0010025
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24,446.771,0.72656,0.44867,0.98163,0.91214,0.8705,0.92835,0.71094,0.7785,0.46415,1.01218,0.000965375,0.000965375,0.000965375
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28,518.323,0.71484,0.43459,0.97888,0.90156,0.87218,0.93085,0.71299,0.77749,0.47161,1.00825,0.000915875,0.000915875,0.000915875
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34,624.627,0.69031,0.41936,0.96393,0.91662,0.88652,0.93802,0.72343,0.76338,0.43712,1.00453,0.000841625,0.000841625,0.000841625
35,642.383,0.6991,0.42224,0.97252,0.91697,0.88312,0.93619,0.72413,0.77169,0.44612,1.00181,0.00082925,0.00082925,0.00082925
36,660.029,0.68876,0.41631,0.96402,0.91831,0.88849,0.93821,0.72745,0.76399,0.43146,0.9968,0.000816875,0.000816875,0.000816875
37,677.961,0.68486,0.41387,0.96707,0.91513,0.88264,0.93728,0.7277,0.75368,0.43606,0.99219,0.0008045,0.0008045,0.0008045
38,695.999,0.69163,0.41206,0.97269,0.91704,0.88149,0.93584,0.7208,0.77689,0.43953,1.00807,0.000792125,0.000792125,0.000792125
39,713.522,0.68669,0.40921,0.96875,0.92319,0.89032,0.94155,0.73277,0.77098,0.43203,1.00415,0.00077975,0.00077975,0.00077975
40,731.388,0.68428,0.40488,0.96776,0.92353,0.88985,0.94251,0.73532,0.76167,0.42457,0.99695,0.000767375,0.000767375,0.000767375
41,749.41,0.68537,0.40534,0.96487,0.92072,0.88744,0.93701,0.73315,0.74761,0.42183,0.99732,0.000755,0.000755,0.000755
42,767.114,0.67112,0.39784,0.9582,0.90912,0.8738,0.93276,0.72167,0.76926,0.4535,1.00891,0.000742625,0.000742625,0.000742625
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44,802.401,0.66347,0.39052,0.95684,0.91895,0.89221,0.94159,0.7386,0.7379,0.41967,0.98806,0.000717875,0.000717875,0.000717875
45,820.113,0.65987,0.3896,0.95371,0.92115,0.88719,0.93854,0.73051,0.75052,0.42319,0.9978,0.0007055,0.0007055,0.0007055
46,837.839,0.66138,0.38628,0.95132,0.92323,0.89676,0.94539,0.74342,0.73355,0.41448,0.98491,0.000693125,0.000693125,0.000693125
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53,960.894,0.65265,0.38118,0.94752,0.92716,0.89591,0.94598,0.74665,0.73952,0.40982,0.98572,0.0006065,0.0006065,0.0006065
54,978.22,0.64497,0.37285,0.94203,0.92751,0.89541,0.94557,0.74705,0.73469,0.40524,0.98928,0.000594125,0.000594125,0.000594125
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58,1048.04,0.64472,0.3681,0.9409,0.92341,0.88889,0.94039,0.73923,0.73825,0.41269,0.99349,0.000544625,0.000544625,0.000544625
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61,1101.03,0.6362,0.36139,0.9394,0.92482,0.8951,0.94285,0.74332,0.73514,0.40512,0.99454,0.0005075,0.0005075,0.0005075
62,1118.49,0.63312,0.35565,0.93514,0.92351,0.89646,0.94374,0.74544,0.7326,0.40837,0.99062,0.000495125,0.000495125,0.000495125
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