|
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 |
|
1,67.5637,1.28901,1.18992,1.28386,0.77754,0.63851,0.73229,0.45703,1.21615,0.88724,1.24785,0.00330918,0.00330918,0.00330918 |
|
2,108.503,1.21079,0.92257,1.22161,0.77609,0.61463,0.71149,0.43254,1.28381,0.93198,1.30606,0.00657675,0.00657675,0.00657675 |
|
3,149.792,1.25422,0.96078,1.25529,0.69101,0.57498,0.62594,0.34141,1.57094,1.89095,1.56211,0.00977832,0.00977832,0.00977832 |
|
4,190.219,1.30497,1.00396,1.28329,0.72695,0.58263,0.65851,0.38053,1.44026,1.50007,1.46461,0.009703,0.009703,0.009703 |
|
5,230.379,1.30075,0.99429,1.28284,0.73808,0.59094,0.6762,0.39931,1.38971,1.08504,1.42027,0.009604,0.009604,0.009604 |
|
6,270.446,1.27289,0.963,1.26637,0.75235,0.60444,0.69122,0.40903,1.38695,1.15486,1.40692,0.009505,0.009505,0.009505 |
|
7,310.486,1.25285,0.96434,1.27558,0.75903,0.60387,0.69806,0.41593,1.35534,1.0516,1.37128,0.009406,0.009406,0.009406 |
|
8,350.414,1.24623,0.93863,1.25031,0.76674,0.61578,0.71139,0.42874,1.30454,0.95647,1.3358,0.009307,0.009307,0.009307 |
|
9,390.668,1.23921,0.92165,1.24418,0.77665,0.62159,0.71643,0.43701,1.28749,0.90551,1.32121,0.009208,0.009208,0.009208 |
|
10,430.729,1.22765,0.91683,1.23542,0.76909,0.62265,0.71757,0.4364,1.31001,0.99288,1.34402,0.009109,0.009109,0.009109 |
|
11,470.571,1.24139,0.91232,1.23264,0.77921,0.61979,0.71991,0.44032,1.30182,0.90546,1.32604,0.00901,0.00901,0.00901 |
|
12,510.507,1.231,0.89893,1.2263,0.78348,0.62439,0.72274,0.44351,1.2661,0.87486,1.31324,0.008911,0.008911,0.008911 |
|
13,550.572,1.2097,0.89171,1.22642,0.77512,0.63257,0.7267,0.44919,1.27978,0.90436,1.31493,0.008812,0.008812,0.008812 |
|
14,590.266,1.20581,0.89016,1.22427,0.78015,0.62928,0.72806,0.44858,1.25836,0.89664,1.30064,0.008713,0.008713,0.008713 |
|
15,630.314,1.17287,0.87968,1.22544,0.77413,0.62892,0.71805,0.44257,1.26707,0.9157,1.31609,0.008614,0.008614,0.008614 |
|
16,670.192,1.18578,0.86412,1.20664,0.79103,0.63387,0.73509,0.45588,1.23132,0.86989,1.27399,0.008515,0.008515,0.008515 |
|
17,710.034,1.18168,0.87054,1.21173,0.794,0.63732,0.73849,0.45637,1.26452,0.84865,1.29697,0.008416,0.008416,0.008416 |
|
18,749.889,1.18194,0.85935,1.20766,0.7871,0.63681,0.73835,0.45897,1.22217,0.85444,1.26464,0.008317,0.008317,0.008317 |
|
19,789.643,1.17997,0.86148,1.20824,0.79312,0.63369,0.73746,0.46063,1.24539,0.87095,1.28658,0.008218,0.008218,0.008218 |
|
20,829.395,1.16007,0.85169,1.20685,0.7981,0.64404,0.74594,0.46896,1.21944,0.8434,1.26045,0.008119,0.008119,0.008119 |
|
21,869.506,1.17631,0.84686,1.19834,0.79538,0.64078,0.74181,0.45982,1.28166,0.89242,1.30667,0.00802,0.00802,0.00802 |
|
22,909.313,1.16461,0.84307,1.19926,0.79501,0.64271,0.74467,0.46694,1.22333,0.83101,1.27398,0.007921,0.007921,0.007921 |
|
23,949.14,1.15322,0.83863,1.19783,0.7988,0.63726,0.74057,0.46709,1.23933,0.82728,1.27884,0.007822,0.007822,0.007822 |
|
24,988.96,1.14533,0.84098,1.20397,0.79968,0.6511,0.75196,0.47023,1.22837,0.80374,1.2592,0.007723,0.007723,0.007723 |
|
25,1028.85,1.1456,0.83128,1.18616,0.80116,0.65497,0.75421,0.47492,1.20138,0.78148,1.25652,0.007624,0.007624,0.007624 |
|
26,1068.7,1.14694,0.83411,1.19839,0.79993,0.65195,0.75382,0.47691,1.20925,0.80599,1.26563,0.007525,0.007525,0.007525 |
|
27,1109.01,1.14582,0.82282,1.19042,0.79954,0.65024,0.75266,0.47405,1.22168,0.79097,1.26798,0.007426,0.007426,0.007426 |
|
28,1148.76,1.15466,0.83044,1.19354,0.80143,0.6565,0.75732,0.47829,1.20307,0.78138,1.25052,0.007327,0.007327,0.007327 |
|
29,1188.68,1.14609,0.82272,1.18876,0.79945,0.6514,0.75128,0.47389,1.22801,0.8048,1.26433,0.007228,0.007228,0.007228 |
|
30,1228.63,1.15265,0.81718,1.18436,0.8069,0.64964,0.75431,0.47822,1.21307,0.79829,1.24947,0.007129,0.007129,0.007129 |
|
31,1268.32,1.15231,0.82114,1.19935,0.8079,0.65581,0.7593,0.48395,1.2214,0.76299,1.27371,0.00703,0.00703,0.00703 |
|
32,1308.21,1.14965,0.82164,1.18295,0.80531,0.65876,0.75917,0.48193,1.18388,0.78811,1.23982,0.006931,0.006931,0.006931 |
|
33,1347.99,1.13988,0.80787,1.1766,0.80564,0.66338,0.76456,0.48591,1.1746,0.80586,1.22311,0.006832,0.006832,0.006832 |
|
34,1387.97,1.1414,0.81348,1.17814,0.80749,0.65855,0.76028,0.48598,1.17989,0.76431,1.2386,0.006733,0.006733,0.006733 |
|
35,1428.1,1.12678,0.80835,1.18281,0.80737,0.66355,0.76414,0.48799,1.18226,0.76974,1.23678,0.006634,0.006634,0.006634 |
|
36,1467.64,1.12654,0.80425,1.17837,0.81347,0.659,0.76269,0.48658,1.19782,0.75497,1.24729,0.006535,0.006535,0.006535 |
|
37,1507.56,1.13311,0.80654,1.18016,0.81121,0.6628,0.76465,0.4889,1.17048,0.75725,1.21838,0.006436,0.006436,0.006436 |
|
38,1547.43,1.13247,0.80316,1.18044,0.81272,0.6649,0.76593,0.48814,1.18396,0.77093,1.24251,0.006337,0.006337,0.006337 |
|
39,1587.48,1.11538,0.7999,1.17077,0.81044,0.67137,0.7677,0.49213,1.1761,0.75173,1.23437,0.006238,0.006238,0.006238 |
|
40,1627.07,1.12426,0.8022,1.17419,0.80754,0.6677,0.76864,0.49369,1.16558,0.7306,1.22725,0.006139,0.006139,0.006139 |
|
41,1666.83,1.12186,0.80006,1.1766,0.80927,0.67081,0.76897,0.49362,1.15992,0.73625,1.22216,0.00604,0.00604,0.00604 |
|
42,1706.45,1.12259,0.78972,1.16602,0.81506,0.66385,0.76748,0.49523,1.16871,0.73485,1.22698,0.005941,0.005941,0.005941 |
|
43,1746.35,1.10714,0.78985,1.17464,0.81377,0.66971,0.77075,0.49582,1.15551,0.73529,1.21613,0.005842,0.005842,0.005842 |
|
44,1785.84,1.09719,0.78386,1.16743,0.81791,0.67028,0.77314,0.49852,1.17813,0.73142,1.23437,0.005743,0.005743,0.005743 |
|
45,1825.51,1.09695,0.77402,1.1578,0.81459,0.67653,0.77497,0.49941,1.15323,0.72526,1.21496,0.005644,0.005644,0.005644 |
|
46,1865.46,1.11508,0.78652,1.16502,0.81869,0.67087,0.7741,0.50103,1.16618,0.71835,1.22325,0.005545,0.005545,0.005545 |
|
47,1905.13,1.10745,0.77643,1.15923,0.81606,0.67587,0.77536,0.5009,1.14791,0.72041,1.20489,0.005446,0.005446,0.005446 |
|
48,1944.73,1.10862,0.78317,1.17013,0.81621,0.67431,0.77536,0.50328,1.14547,0.71263,1.20935,0.005347,0.005347,0.005347 |
|
49,1984.23,1.09364,0.77334,1.16776,0.81894,0.67799,0.77729,0.50448,1.13559,0.70897,1.20267,0.005248,0.005248,0.005248 |
|
50,2023.96,1.10324,0.76939,1.16223,0.81402,0.67962,0.77807,0.50484,1.15053,0.70733,1.21304,0.005149,0.005149,0.005149 |
|
51,2063.72,1.08359,0.76215,1.15152,0.82091,0.67773,0.77896,0.5061,1.1369,0.69711,1.20099,0.00505,0.00505,0.00505 |
|
52,2103.34,1.08959,0.76463,1.15822,0.81983,0.67745,0.77839,0.50672,1.13024,0.70967,1.19765,0.004951,0.004951,0.004951 |
|
53,2142.98,1.0958,0.76586,1.15137,0.81942,0.68159,0.78072,0.50742,1.1414,0.69794,1.20789,0.004852,0.004852,0.004852 |
|
54,2182.47,1.08803,0.76046,1.15317,0.81539,0.6817,0.77995,0.50682,1.13901,0.69888,1.20324,0.004753,0.004753,0.004753 |
|
55,2221.91,1.08959,0.75326,1.15361,0.81997,0.67925,0.77994,0.50978,1.12849,0.68853,1.19337,0.004654,0.004654,0.004654 |
|
56,2261.6,1.08584,0.76161,1.15037,0.81826,0.68418,0.78212,0.51033,1.12908,0.69134,1.20025,0.004555,0.004555,0.004555 |
|
57,2301.27,1.08974,0.75662,1.15094,0.82193,0.68157,0.78186,0.5103,1.13123,0.68777,1.1984,0.004456,0.004456,0.004456 |
|
58,2340.88,1.08353,0.75708,1.1542,0.81819,0.68462,0.78351,0.51154,1.12679,0.69613,1.19688,0.004357,0.004357,0.004357 |
|
59,2380.54,1.08877,0.75672,1.15207,0.81911,0.68451,0.78423,0.51358,1.12451,0.67393,1.18699,0.004258,0.004258,0.004258 |
|
60,2420.29,1.07316,0.74013,1.1415,0.82076,0.68535,0.78381,0.51175,1.12196,0.68894,1.18703,0.004159,0.004159,0.004159 |
|
61,2459.66,1.08464,0.74913,1.1473,0.81902,0.68612,0.78505,0.51416,1.12371,0.68311,1.18968,0.00406,0.00406,0.00406 |
|
62,2499.32,1.06505,0.74086,1.14635,0.82303,0.68537,0.78571,0.51389,1.11684,0.67717,1.18366,0.003961,0.003961,0.003961 |
|
63,2538.88,1.05981,0.73385,1.13202,0.82126,0.68773,0.78591,0.51361,1.12485,0.68662,1.1899,0.003862,0.003862,0.003862 |
|
64,2578.49,1.06754,0.73203,1.1369,0.82131,0.68455,0.78462,0.51382,1.12672,0.67877,1.19579,0.003763,0.003763,0.003763 |
|
65,2618.34,1.06917,0.73629,1.14377,0.81938,0.68891,0.78649,0.51547,1.11797,0.67747,1.19082,0.003664,0.003664,0.003664 |
|
66,2658.09,1.05664,0.73438,1.13088,0.82335,0.68643,0.78668,0.51523,1.12357,0.68071,1.19115,0.003565,0.003565,0.003565 |
|
67,2697.64,1.07218,0.74569,1.14198,0.82096,0.68788,0.78636,0.51495,1.1246,0.67644,1.19254,0.003466,0.003466,0.003466 |
|
68,2737.29,1.06126,0.73151,1.13313,0.8238,0.68869,0.78741,0.51625,1.12394,0.67622,1.19255,0.003367,0.003367,0.003367 |
|
69,2777.04,1.04807,0.72025,1.13228,0.82325,0.68832,0.78846,0.51815,1.1182,0.66911,1.1895,0.003268,0.003268,0.003268 |
|
70,2816.8,1.04369,0.71957,1.12528,0.82438,0.68804,0.78798,0.5183,1.11779,0.6659,1.18916,0.003169,0.003169,0.003169 |
|
71,2856.33,1.05001,0.71323,1.13137,0.82413,0.68897,0.78893,0.51831,1.11945,0.66463,1.18924,0.00307,0.00307,0.00307 |
|
72,2896.05,1.0424,0.71114,1.12354,0.82249,0.6911,0.78921,0.51842,1.11494,0.66807,1.18597,0.002971,0.002971,0.002971 |
|
73,2935.84,1.02224,0.70664,1.13592,0.81986,0.69303,0.78889,0.51833,1.11403,0.67252,1.18696,0.002872,0.002872,0.002872 |
|
74,2975.73,1.01717,0.70044,1.12707,0.82076,0.69451,0.78957,0.51842,1.11855,0.671,1.18807,0.002773,0.002773,0.002773 |
|
75,3015.39,1.04074,0.70994,1.12419,0.82216,0.69329,0.78969,0.51885,1.11544,0.6729,1.1873,0.002674,0.002674,0.002674 |
|
76,3055.27,1.03658,0.70549,1.11863,0.82387,0.69223,0.79059,0.52023,1.11138,0.66862,1.18167,0.002575,0.002575,0.002575 |
|
77,3095.09,1.02481,0.70131,1.1183,0.82469,0.69322,0.79096,0.52087,1.11195,0.66285,1.18261,0.002476,0.002476,0.002476 |
|
78,3135.55,1.01444,0.69061,1.11502,0.82462,0.69268,0.79022,0.52096,1.11227,0.66243,1.18346,0.002377,0.002377,0.002377 |
|
79,3175.21,1.01036,0.68709,1.10688,0.82498,0.69385,0.79067,0.52026,1.11736,0.66127,1.18537,0.002278,0.002278,0.002278 |
|
80,3214.58,1.02879,0.69413,1.11372,0.82472,0.69437,0.79119,0.52187,1.11193,0.65902,1.18276,0.002179,0.002179,0.002179 |
|
81,3254.31,1.0162,0.68748,1.11182,0.82409,0.69494,0.79127,0.5216,1.11335,0.659,1.18486,0.00208,0.00208,0.00208 |
|
82,3293.9,1.02406,0.68275,1.10792,0.82422,0.6953,0.79162,0.52215,1.11203,0.65754,1.18364,0.001981,0.001981,0.001981 |
|
83,3333.59,0.99124,0.67208,1.10509,0.82459,0.69463,0.79159,0.52161,1.11172,0.65901,1.18491,0.001882,0.001882,0.001882 |
|
84,3373.56,1.0013,0.68017,1.10966,0.82531,0.69523,0.79238,0.52228,1.11315,0.65933,1.1864,0.001783,0.001783,0.001783 |
|
85,3413.27,1.01455,0.68059,1.10859,0.82356,0.6967,0.79224,0.52304,1.11161,0.65777,1.18508,0.001684,0.001684,0.001684 |
|
86,3453.05,0.99251,0.66673,1.10153,0.82386,0.69705,0.79228,0.52254,1.1109,0.65798,1.18534,0.001585,0.001585,0.001585 |
|
87,3492.47,0.99774,0.66324,1.0957,0.82539,0.69644,0.79253,0.52267,1.11009,0.65721,1.18513,0.001486,0.001486,0.001486 |
|
88,3531.88,0.98831,0.65778,1.09883,0.82509,0.69647,0.79281,0.52291,1.11055,0.65693,1.1854,0.001387,0.001387,0.001387 |
|
89,3571.53,0.99136,0.66063,1.09882,0.82622,0.69642,0.79285,0.52288,1.11089,0.65878,1.18641,0.001288,0.001288,0.001288 |
|
90,3611.21,0.9865,0.65836,1.09954,0.82544,0.69623,0.79237,0.5229,1.11461,0.6581,1.18936,0.001189,0.001189,0.001189 |
|
91,3651.93,0.98681,0.59426,1.07833,0.82615,0.69624,0.7921,0.52259,1.11495,0.65862,1.1896,0.00109,0.00109,0.00109 |
|
92,3691.33,0.97382,0.57888,1.0679,0.82689,0.69556,0.79167,0.52211,1.11695,0.65983,1.1913,0.000991,0.000991,0.000991 |
|
93,3730.75,0.95059,0.57387,1.06918,0.82558,0.69567,0.79117,0.52185,1.11723,0.65912,1.19303,0.000892,0.000892,0.000892 |
|
94,3770.07,0.96313,0.57142,1.06121,0.82657,0.69512,0.79089,0.52134,1.11779,0.65941,1.19503,0.000793,0.000793,0.000793 |
|
95,3809.43,0.93633,0.56343,1.0552,0.82577,0.6946,0.7905,0.52111,1.11744,0.65838,1.19528,0.000694,0.000694,0.000694 |
|
96,3848.7,0.94472,0.56002,1.06005,0.82464,0.69574,0.79041,0.52083,1.11798,0.65863,1.19628,0.000595,0.000595,0.000595 |
|
97,3887.88,0.9306,0.55203,1.04904,0.82571,0.69486,0.79013,0.52031,1.11863,0.6597,1.19832,0.000496,0.000496,0.000496 |
|
98,3927.04,0.93403,0.54788,1.04875,0.8274,0.69356,0.79001,0.52017,1.12055,0.66058,1.20086,0.000397,0.000397,0.000397 |
|
99,3966.12,0.93129,0.54949,1.04918,0.82632,0.69392,0.7898,0.51999,1.12072,0.66129,1.20149,0.000298,0.000298,0.000298 |
|
100,4004.92,0.91986,0.54262,1.04496,0.82665,0.69352,0.78961,0.51971,1.12085,0.66146,1.20271,0.000199,0.000199,0.000199 |
|
|