102 lines
12 KiB
CSV
102 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
|
|
1,7.57967,0.30828,0.28183,0.78764,0.86722,0.69493,0.79783,0.60216,1.87359,0.91892,2.94203,4e-05,4e-05,4e-05
|
|
2,14.694,0.35212,0.30821,0.80886,0.86631,0.68952,0.80227,0.60808,1.86119,0.91462,2.95005,9.901e-05,9.901e-05,9.901e-05
|
|
3,21.6611,0.26862,0.2501,0.75986,0.88308,0.68085,0.80748,0.61797,1.85552,0.89891,2.98183,0.000156832,0.000156832,0.000156832
|
|
4,28.9548,0.28496,0.2599,0.79828,0.96558,0.65957,0.81509,0.62687,1.85645,0.88115,3.00633,0.000213466,0.000213466,0.000213466
|
|
5,36.049,0.33966,0.28165,0.80119,0.96147,0.65957,0.81595,0.62653,1.86387,0.88326,3.01386,0.000268912,0.000268912,0.000268912
|
|
6,43.0633,0.33829,0.28887,0.80318,0.96183,0.65957,0.81014,0.62147,1.86848,0.86437,3.05306,0.00032317,0.00032317,0.00032317
|
|
7,49.9905,0.31478,0.28083,0.81064,0.96355,0.65957,0.78394,0.60928,1.86892,0.87634,3.05709,0.00037624,0.00037624,0.00037624
|
|
8,56.9785,0.34567,0.29483,0.80056,0.96464,0.65957,0.77884,0.60987,1.86904,0.89065,3.05554,0.000428122,0.000428122,0.000428122
|
|
9,64.2567,0.33369,0.31412,0.7704,0.96851,0.65445,0.77243,0.61168,1.87493,0.93488,3.07352,0.000478816,0.000478816,0.000478816
|
|
10,71.3137,0.49483,0.32269,0.87559,0.93359,0.65957,0.7765,0.60857,1.86432,0.99859,3.02147,0.000528322,0.000528322,0.000528322
|
|
11,78.1699,0.39982,0.29848,0.79798,0.91385,0.6772,0.78622,0.60723,1.86969,1.09871,2.9569,0.00057664,0.00057664,0.00057664
|
|
12,85.0558,0.42748,0.30629,0.80657,0.97466,0.65957,0.78702,0.60116,1.86946,1.17368,2.89691,0.00062377,0.00062377,0.00062377
|
|
13,91.9137,0.38214,0.32367,0.82461,0.96398,0.65957,0.79028,0.59399,1.86126,1.28949,2.79979,0.000669712,0.000669712,0.000669712
|
|
14,98.8717,0.42681,0.32781,0.80701,0.96962,0.67911,0.78614,0.5826,1.88573,1.39743,2.70735,0.000714466,0.000714466,0.000714466
|
|
15,105.761,0.4124,0.32095,0.82154,0.96962,0.67911,0.78614,0.5826,1.88573,1.39743,2.70735,0.000758032,0.000758032,0.000758032
|
|
16,112.642,0.3156,0.27748,0.79804,0.96595,0.68085,0.79166,0.55548,1.94458,1.47053,2.64614,0.00080041,0.00080041,0.00080041
|
|
17,119.604,0.3842,0.32984,0.79767,0.96123,0.65957,0.76713,0.54811,1.98348,1.5629,2.71409,0.0008416,0.0008416,0.0008416
|
|
18,126.56,0.44695,0.33509,0.82407,0.96123,0.65957,0.76713,0.54811,1.98348,1.5629,2.71409,0.000881602,0.000881602,0.000881602
|
|
19,133.47,0.35319,0.27554,0.76457,1,0.63726,0.76094,0.555,1.97238,1.44968,2.86274,0.000920416,0.000920416,0.000920416
|
|
20,140.408,0.38547,0.29166,0.84841,0.99821,0.6383,0.74118,0.53996,1.98116,1.28991,2.96896,0.000958042,0.000958042,0.000958042
|
|
21,147.269,0.52653,0.38184,0.86419,0.99821,0.6383,0.74118,0.53996,1.98116,1.28991,2.96896,0.00099448,0.00099448,0.00099448
|
|
22,154.253,0.47429,0.33565,0.8048,0.96846,0.6534,0.74737,0.54459,2.00931,1.14153,3.0834,0.00102973,0.00102973,0.00102973
|
|
23,161.13,0.4727,0.38541,0.8592,0.96846,0.6534,0.74737,0.54459,2.00931,1.14153,3.0834,0.00106379,0.00106379,0.00106379
|
|
24,168.049,0.44564,0.33499,0.82782,0.92392,0.68085,0.76801,0.52843,2.00183,1.01742,3.12744,0.00109667,0.00109667,0.00109667
|
|
25,174.933,0.43184,0.3208,0.79865,0.92392,0.68085,0.76801,0.52843,2.00183,1.01742,3.12744,0.00112835,0.00112835,0.00112835
|
|
26,181.815,0.49994,0.35061,0.87464,0.91297,0.68085,0.77001,0.53324,2.0311,1.03051,3.21046,0.00115885,0.00115885,0.00115885
|
|
27,188.714,0.54815,0.36418,0.83376,0.91297,0.68085,0.77001,0.53324,2.0311,1.03051,3.21046,0.00118816,0.00118816,0.00118816
|
|
28,195.614,0.50333,0.35966,0.79061,0.94038,0.67139,0.7661,0.53956,2.07114,1.12504,3.25993,0.00121628,0.00121628,0.00121628
|
|
29,202.967,0.47761,0.36002,0.83191,0.94038,0.67139,0.7661,0.53956,2.07114,1.12504,3.25993,0.00124322,0.00124322,0.00124322
|
|
30,209.973,0.5143,0.38193,0.84498,0.94038,0.67139,0.7661,0.53956,2.07114,1.12504,3.25993,0.00126896,0.00126896,0.00126896
|
|
31,216.869,0.47365,0.38134,0.84153,0.99483,0.6383,0.75333,0.5392,2.04771,1.15594,3.24232,0.00129352,0.00129352,0.00129352
|
|
32,223.75,0.47356,0.36006,0.84416,0.99483,0.6383,0.75333,0.5392,2.04771,1.15594,3.24232,0.00131689,0.00131689,0.00131689
|
|
33,230.724,0.46614,0.34128,0.81515,0.99564,0.6383,0.73368,0.52294,2.05179,1.28764,3.15833,0.00133907,0.00133907,0.00133907
|
|
34,237.567,0.51291,0.38233,0.82828,0.99564,0.6383,0.73368,0.52294,2.05179,1.28764,3.15833,0.0013466,0.0013466,0.0013466
|
|
35,244.415,0.46012,0.37924,0.79108,0.99564,0.6383,0.73368,0.52294,2.05179,1.28764,3.15833,0.0013268,0.0013268,0.0013268
|
|
36,251.33,0.47266,0.36559,0.83974,0.9946,0.6383,0.73594,0.49849,2.08888,1.47059,3.05636,0.001307,0.001307,0.001307
|
|
37,258.15,0.53193,0.36614,0.81035,0.9946,0.6383,0.73594,0.49849,2.08888,1.47059,3.05636,0.0012872,0.0012872,0.0012872
|
|
38,264.985,0.46391,0.37187,0.77822,0.9946,0.6383,0.73594,0.49849,2.08888,1.47059,3.05636,0.0012674,0.0012674,0.0012674
|
|
39,271.957,0.54892,0.3751,0.8077,0.96983,0.68405,0.77519,0.51542,2.06411,1.40878,2.99465,0.0012476,0.0012476,0.0012476
|
|
40,278.809,0.45425,0.36896,0.88718,0.96983,0.68405,0.77519,0.51542,2.06411,1.40878,2.99465,0.0012278,0.0012278,0.0012278
|
|
41,285.691,0.47381,0.37152,0.82568,1,0.71588,0.80283,0.56891,2.05245,1.4167,3.0392,0.001208,0.001208,0.001208
|
|
42,292.511,0.50159,0.38543,0.89871,1,0.71588,0.80283,0.56891,2.05245,1.4167,3.0392,0.0011882,0.0011882,0.0011882
|
|
43,299.338,0.51203,0.36832,0.845,1,0.71588,0.80283,0.56891,2.05245,1.4167,3.0392,0.0011684,0.0011684,0.0011684
|
|
44,306.214,0.42751,0.36484,0.82091,0.97078,0.7069,0.80667,0.58066,1.99761,1.36307,2.99403,0.0011486,0.0011486,0.0011486
|
|
45,313.11,0.37929,0.31113,0.8119,0.97078,0.7069,0.80667,0.58066,1.99761,1.36307,2.99403,0.0011288,0.0011288,0.0011288
|
|
46,319.957,0.45628,0.3585,0.81802,0.97078,0.7069,0.80667,0.58066,1.99761,1.36307,2.99403,0.001109,0.001109,0.001109
|
|
47,326.823,0.4815,0.35025,0.82786,0.92272,0.76219,0.80415,0.5949,1.92913,1.24708,2.95143,0.0010892,0.0010892,0.0010892
|
|
48,333.652,0.45424,0.33759,0.82806,0.92272,0.76219,0.80415,0.5949,1.92913,1.24708,2.95143,0.0010694,0.0010694,0.0010694
|
|
49,340.508,0.38503,0.3048,0.806,0.93388,0.7234,0.79352,0.5924,1.9135,1.25616,2.90943,0.0010496,0.0010496,0.0010496
|
|
50,347.382,0.464,0.34249,0.81729,0.93388,0.7234,0.79352,0.5924,1.9135,1.25616,2.90943,0.0010298,0.0010298,0.0010298
|
|
51,354.24,0.48833,0.34717,0.7905,0.93388,0.7234,0.79352,0.5924,1.9135,1.25616,2.90943,0.00101,0.00101,0.00101
|
|
52,361.107,0.47636,0.36862,0.80257,0.94022,0.74468,0.80726,0.57469,1.91869,1.12665,2.89025,0.0009902,0.0009902,0.0009902
|
|
53,367.925,0.4578,0.35366,0.82888,0.94022,0.74468,0.80726,0.57469,1.91869,1.12665,2.89025,0.0009704,0.0009704,0.0009704
|
|
54,374.951,0.42205,0.34785,0.80089,0.94022,0.74468,0.80726,0.57469,1.91869,1.12665,2.89025,0.0009506,0.0009506,0.0009506
|
|
55,381.802,0.562,0.40526,0.87108,0.93745,0.74468,0.80065,0.55536,1.9223,0.96134,2.90655,0.0009308,0.0009308,0.0009308
|
|
56,388.637,0.46482,0.35315,0.81293,0.93745,0.74468,0.80065,0.55536,1.9223,0.96134,2.90655,0.000911,0.000911,0.000911
|
|
57,395.494,0.44544,0.36121,0.81283,0.94423,0.72059,0.80358,0.55201,1.91904,0.83064,2.92761,0.0008912,0.0008912,0.0008912
|
|
58,402.391,0.41446,0.366,0.81556,0.94423,0.72059,0.80358,0.55201,1.91904,0.83064,2.92761,0.0008714,0.0008714,0.0008714
|
|
59,409.212,0.48247,0.37362,0.79318,0.94423,0.72059,0.80358,0.55201,1.91904,0.83064,2.92761,0.0008516,0.0008516,0.0008516
|
|
60,416.091,0.4712,0.36677,0.80058,0.9642,0.70213,0.80437,0.54307,1.91848,0.7855,2.94543,0.0008318,0.0008318,0.0008318
|
|
61,422.922,0.35863,0.34542,0.7641,0.9642,0.70213,0.80437,0.54307,1.91848,0.7855,2.94543,0.000812,0.000812,0.000812
|
|
62,429.795,0.47865,0.35305,0.84098,0.9642,0.70213,0.80437,0.54307,1.91848,0.7855,2.94543,0.0007922,0.0007922,0.0007922
|
|
63,436.66,0.42392,0.33701,0.83724,0.97058,0.70185,0.80611,0.53494,1.92839,0.77565,2.95173,0.0007724,0.0007724,0.0007724
|
|
64,443.472,0.50845,0.39243,0.86976,0.97058,0.70185,0.80611,0.53494,1.92839,0.77565,2.95173,0.0007526,0.0007526,0.0007526
|
|
65,450.303,0.42312,0.3432,0.82392,1,0.6755,0.80753,0.52921,1.94933,0.77359,2.95587,0.0007328,0.0007328,0.0007328
|
|
66,457.125,0.45348,0.35434,0.80292,1,0.6755,0.80753,0.52921,1.94933,0.77359,2.95587,0.000713,0.000713,0.000713
|
|
67,464.016,0.48175,0.35168,0.83863,1,0.6755,0.80753,0.52921,1.94933,0.77359,2.95587,0.0006932,0.0006932,0.0006932
|
|
68,470.852,0.44364,0.34708,0.83965,1,0.67986,0.82592,0.54254,1.95056,0.76533,2.97253,0.0006734,0.0006734,0.0006734
|
|
69,477.705,0.48863,0.39011,0.82441,1,0.67986,0.82592,0.54254,1.95056,0.76533,2.97253,0.0006536,0.0006536,0.0006536
|
|
70,484.618,0.34255,0.28066,0.79168,1,0.67986,0.82592,0.54254,1.95056,0.76533,2.97253,0.0006338,0.0006338,0.0006338
|
|
71,491.507,0.3535,0.30849,0.81125,0.99257,0.68085,0.82052,0.55738,1.93196,0.74637,2.96702,0.000614,0.000614,0.000614
|
|
72,498.37,0.40418,0.32751,0.79019,0.99257,0.68085,0.82052,0.55738,1.93196,0.74637,2.96702,0.0005942,0.0005942,0.0005942
|
|
73,505.204,0.39773,0.30971,0.82931,0.99279,0.68085,0.81672,0.56447,1.91114,0.73952,2.96043,0.0005744,0.0005744,0.0005744
|
|
74,512.057,0.4601,0.34044,0.78185,0.99279,0.68085,0.81672,0.56447,1.91114,0.73952,2.96043,0.0005546,0.0005546,0.0005546
|
|
75,518.903,0.38528,0.31725,0.80809,0.99279,0.68085,0.81672,0.56447,1.91114,0.73952,2.96043,0.0005348,0.0005348,0.0005348
|
|
76,525.804,0.39478,0.30513,0.80886,0.96073,0.65957,0.79222,0.56957,1.91622,0.74565,2.95303,0.000515,0.000515,0.000515
|
|
77,532.623,0.42554,0.32115,0.85212,0.96073,0.65957,0.79222,0.56957,1.91622,0.74565,2.95303,0.0004952,0.0004952,0.0004952
|
|
78,539.442,0.48494,0.35933,0.85259,0.96073,0.65957,0.79222,0.56957,1.91622,0.74565,2.95303,0.0004754,0.0004754,0.0004754
|
|
79,546.32,0.4278,0.35008,0.82484,0.96123,0.65957,0.79424,0.57532,1.91737,0.76654,2.93734,0.0004556,0.0004556,0.0004556
|
|
80,553.214,0.37041,0.31816,0.79067,0.96123,0.65957,0.79424,0.57532,1.91737,0.76654,2.93734,0.0004358,0.0004358,0.0004358
|
|
81,560.079,0.36081,0.307,0.85453,0.96414,0.65957,0.78839,0.57795,1.91893,0.79829,2.93012,0.000416,0.000416,0.000416
|
|
82,566.947,0.3691,0.31718,0.81064,0.96414,0.65957,0.78839,0.57795,1.91893,0.79829,2.93012,0.0003962,0.0003962,0.0003962
|
|
83,573.834,0.3826,0.29774,0.7411,0.96414,0.65957,0.78839,0.57795,1.91893,0.79829,2.93012,0.0003764,0.0003764,0.0003764
|
|
84,580.713,0.4513,0.33619,0.86849,0.96686,0.65957,0.78559,0.58502,1.92034,0.82476,2.92511,0.0003566,0.0003566,0.0003566
|
|
85,587.608,0.32959,0.2816,0.81304,0.96686,0.65957,0.78559,0.58502,1.92034,0.82476,2.92511,0.0003368,0.0003368,0.0003368
|
|
86,594.476,0.38921,0.31928,0.78851,0.96686,0.65957,0.78559,0.58502,1.92034,0.82476,2.92511,0.000317,0.000317,0.000317
|
|
87,601.349,0.44059,0.36016,0.81627,0.99835,0.68085,0.8143,0.59335,1.91094,0.84992,2.91374,0.0002972,0.0002972,0.0002972
|
|
88,608.199,0.37011,0.30439,0.82546,0.99835,0.68085,0.8143,0.59335,1.91094,0.84992,2.91374,0.0002774,0.0002774,0.0002774
|
|
89,615.104,0.3312,0.25186,0.78723,0.89443,0.72109,0.79441,0.59087,1.90193,0.8804,2.909,0.0002576,0.0002576,0.0002576
|
|
90,621.897,0.33811,0.27389,0.81765,0.89443,0.72109,0.79441,0.59087,1.90193,0.8804,2.909,0.0002378,0.0002378,0.0002378
|
|
91,628.766,0.39562,0.31337,0.78306,0.89443,0.72109,0.79441,0.59087,1.90193,0.8804,2.909,0.000218,0.000218,0.000218
|
|
92,635.592,0.28366,0.25083,0.70202,0.99332,0.65957,0.79055,0.58681,1.90081,0.87993,2.92552,0.0001982,0.0001982,0.0001982
|
|
93,642.518,0.30724,0.26517,0.763,0.99332,0.65957,0.79055,0.58681,1.90081,0.87993,2.92552,0.0001784,0.0001784,0.0001784
|
|
94,649.346,0.35454,0.28005,0.86077,0.99332,0.65957,0.79055,0.58681,1.90081,0.87993,2.92552,0.0001586,0.0001586,0.0001586
|
|
95,656.141,0.29709,0.25138,0.77028,0.98259,0.65957,0.78794,0.58098,1.90608,0.86342,2.93205,0.0001388,0.0001388,0.0001388
|
|
96,662.955,0.32157,0.26063,0.79319,0.98259,0.65957,0.78794,0.58098,1.90608,0.86342,2.93205,0.000119,0.000119,0.000119
|
|
97,669.777,0.29534,0.23095,0.82757,0.94696,0.68085,0.78399,0.57222,1.9115,0.85743,2.93744,9.92e-05,9.92e-05,9.92e-05
|
|
98,676.663,0.34073,0.26203,0.71661,0.94696,0.68085,0.78399,0.57222,1.9115,0.85743,2.93744,7.94e-05,7.94e-05,7.94e-05
|
|
99,683.42,0.29989,0.24568,0.72348,0.94696,0.68085,0.78399,0.57222,1.9115,0.85743,2.93744,5.96e-05,5.96e-05,5.96e-05
|
|
100,690.231,0.32209,0.26165,0.76947,0.92336,0.68085,0.7749,0.56668,1.91701,0.86498,2.95017,3.98e-05,3.98e-05,3.98e-05
|