le-yolo/runs/detect/train3/results.csv
2025-06-04 17:27:43 +08:00

52 lines
6.0 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
1,3.15281,1.10022,3.14022,1.2255,0.00333,0.88889,0.32571,0.29217,0.34034,3.11736,0.87949,0,0,0
2,5.68083,1.05538,3.31638,1.20438,0.00333,0.88889,0.37584,0.34515,0.32069,3.10227,0.87873,1.9604e-05,1.9604e-05,1.9604e-05
3,8.15579,0.94798,3.16007,1.04138,0.00333,0.88889,0.63964,0.58705,0.30532,3.09222,0.87571,3.8416e-05,3.8416e-05,3.8416e-05
4,10.715,0.62586,3.14025,1.02961,0.00333,0.88889,0.72823,0.65649,0.30679,3.0871,0.86894,5.6436e-05,5.6436e-05,5.6436e-05
5,13.1396,0.86929,2.84358,1.05884,0.00333,0.88889,0.8302,0.75392,0.29772,3.107,0.86258,7.3664e-05,7.3664e-05,7.3664e-05
6,15.5778,0.76563,2.79469,1.06727,0.00333,0.88889,0.8632,0.7838,0.32053,3.06857,0.86553,9.01e-05,9.01e-05,9.01e-05
7,17.9613,0.64827,2.61013,1.00925,0.00333,0.88889,0.8852,0.81237,0.34311,3.04094,0.86747,0.000105744,0.000105744,0.000105744
8,20.3928,0.72143,2.1563,0.96856,0.00333,0.88889,0.8852,0.79883,0.36531,3.0106,0.86746,0.000120596,0.000120596,0.000120596
9,22.7815,0.57035,1.99286,0.90814,0.00333,0.88889,0.8852,0.79883,0.36531,3.0106,0.86746,0.000134656,0.000134656,0.000134656
10,25.2309,0.69121,1.91028,1.01505,0.00333,0.88889,0.8852,0.79883,0.3861,2.97352,0.87094,0.000147924,0.000147924,0.000147924
11,27.6395,0.88369,1.77167,1.19643,0.00333,0.88889,0.8852,0.79883,0.3861,2.97352,0.87094,0.0001604,0.0001604,0.0001604
12,30.1606,0.60341,1.56535,0.93827,0.00333,0.88889,0.8852,0.78783,0.40306,2.94302,0.86504,0.000172084,0.000172084,0.000172084
13,32.6564,0.67771,1.58706,0.9812,0.00333,0.88889,0.8852,0.78783,0.40306,2.94302,0.86504,0.000182976,0.000182976,0.000182976
14,35.1385,0.95266,1.55727,1.14234,0.00333,0.88889,0.8852,0.7808,0.42724,2.8288,0.86476,0.000193076,0.000193076,0.000193076
15,37.5563,0.59165,1.64354,0.83242,0.00333,0.88889,0.8852,0.7808,0.42724,2.8288,0.86476,0.000202384,0.000202384,0.000202384
16,40.0186,0.88703,1.38812,1.05784,0.93683,0.88889,0.8852,0.77212,0.42412,2.73737,0.86377,0.0002109,0.0002109,0.0002109
17,42.4647,0.59867,1.32607,1.00033,0.93683,0.88889,0.8852,0.77212,0.42412,2.73737,0.86377,0.000218624,0.000218624,0.000218624
18,44.9617,0.76615,1.33177,1.07213,1,0.83494,0.8852,0.74988,0.43705,2.65651,0.86286,0.000225556,0.000225556,0.000225556
19,47.3372,0.52303,1.70157,0.8597,1,0.83494,0.8852,0.74988,0.43705,2.65651,0.86286,0.000231696,0.000231696,0.000231696
20,49.8584,0.67289,2.50893,0.92172,1,0.81512,0.8852,0.79322,0.45192,2.58511,0.86661,0.000237044,0.000237044,0.000237044
21,52.3133,0.72742,1.44767,1.03485,1,0.81512,0.8852,0.79322,0.45192,2.58511,0.86661,0.0002416,0.0002416,0.0002416
22,54.8088,0.68092,1.43855,0.91056,1,0.81606,0.8852,0.76464,0.45326,2.61417,0.87402,0.000245364,0.000245364,0.000245364
23,57.2028,0.52225,1.19582,0.86461,1,0.81606,0.8852,0.76464,0.45326,2.61417,0.87402,0.000248336,0.000248336,0.000248336
24,59.6553,0.67045,1.53593,0.99181,1,0.81606,0.8852,0.76464,0.45326,2.61417,0.87402,0.000250516,0.000250516,0.000250516
25,62.237,0.64146,1.52373,1.03151,1,0.78759,0.8852,0.79185,0.48735,2.70008,0.8891,0.000251904,0.000251904,0.000251904
26,64.7911,0.91542,1.33012,1.04646,1,0.78759,0.8852,0.79185,0.48735,2.70008,0.8891,0.0002525,0.0002525,0.0002525
27,67.3228,0.88468,1.28592,1.09112,1,0.78759,0.8852,0.79185,0.48735,2.70008,0.8891,0.000252304,0.000252304,0.000252304
28,69.8307,0.76852,1.27101,0.95144,1,0.63539,0.8852,0.78625,0.48011,2.75817,0.89035,0.000251316,0.000251316,0.000251316
29,72.4024,0.87868,1.35438,1.03544,1,0.63539,0.8852,0.78625,0.48011,2.75817,0.89035,0.000249536,0.000249536,0.000249536
30,74.8523,0.70824,1.13341,0.91661,1,0.63539,0.8852,0.78625,0.48011,2.75817,0.89035,0.000246964,0.000246964,0.000246964
31,77.3209,0.72848,1.43246,1.02215,1,0.48756,0.8852,0.8292,0.42791,2.78051,0.88405,0.0002436,0.0002436,0.0002436
32,79.9742,0.9278,1.75649,1.28212,1,0.48756,0.8852,0.8292,0.42791,2.78051,0.88405,0.000239444,0.000239444,0.000239444
33,82.3529,0.57168,1.12277,0.86624,1,0.48756,0.8852,0.8292,0.42791,2.78051,0.88405,0.000234496,0.000234496,0.000234496
34,85.0071,0.48654,1.12103,0.87536,1,0.49647,0.8852,0.82658,0.37727,2.78461,0.87961,0.000228756,0.000228756,0.000228756
35,87.3931,0.64266,1.23656,1.04788,1,0.49647,0.8852,0.82658,0.37727,2.78461,0.87961,0.000222224,0.000222224,0.000222224
36,89.7618,0.6237,1.33377,0.97587,1,0.49647,0.8852,0.82658,0.37727,2.78461,0.87961,0.0002149,0.0002149,0.0002149
37,92.2967,0.76488,1.68602,0.96816,1,0.49647,0.8852,0.82658,0.37727,2.78461,0.87961,0.000206784,0.000206784,0.000206784
38,94.8909,0.80571,1.48616,1.12267,1,0.66807,0.8852,0.86322,0.33862,2.77101,0.87143,0.000197876,0.000197876,0.000197876
39,97.3842,0.54691,1.20211,0.91226,1,0.66807,0.8852,0.86322,0.33862,2.77101,0.87143,0.000188176,0.000188176,0.000188176
40,100.002,0.67186,1.2534,0.87116,1,0.66807,0.8852,0.86322,0.33862,2.77101,0.87143,0.000177684,0.000177684,0.000177684
41,102.416,0.43224,1.31894,0.78367,1,0.66807,0.8852,0.86322,0.33862,2.77101,0.87143,0.0001664,0.0001664,0.0001664
42,104.939,0.3859,1.4498,0.84241,0.99496,0.88889,0.8852,0.86322,0.36192,2.6923,0.86417,0.000154324,0.000154324,0.000154324
43,107.366,0.43439,1.36382,0.83218,0.99496,0.88889,0.8852,0.86322,0.36192,2.6923,0.86417,0.000141456,0.000141456,0.000141456
44,109.79,0.39154,1.27984,0.74676,0.99496,0.88889,0.8852,0.86322,0.36192,2.6923,0.86417,0.000127796,0.000127796,0.000127796
45,112.242,0.4359,1.38331,0.93381,0.99496,0.88889,0.8852,0.86322,0.36192,2.6923,0.86417,0.000113344,0.000113344,0.000113344
46,114.805,0.37316,1.30903,0.88283,0.95971,0.88889,0.8852,0.84438,0.35247,2.59497,0.85796,9.81e-05,9.81e-05,9.81e-05
47,117.219,0.44499,1.36407,0.76849,0.95971,0.88889,0.8852,0.84438,0.35247,2.59497,0.85796,8.2064e-05,8.2064e-05,8.2064e-05
48,119.642,0.47196,1.32602,0.86557,0.95971,0.88889,0.8852,0.84438,0.35247,2.59497,0.85796,6.5236e-05,6.5236e-05,6.5236e-05
49,122.033,0.36545,1.31759,0.79923,0.95971,0.88889,0.8852,0.84438,0.35247,2.59497,0.85796,4.7616e-05,4.7616e-05,4.7616e-05
50,124.471,0.3751,1.37416,0.70301,0.96003,0.88889,0.8852,0.84438,0.34377,2.50209,0.85536,2.9204e-05,2.9204e-05,2.9204e-05