v2021.12.30_s_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
1,39.9475,1.05826,1.01931,1.13732,0.83583,0.79144,0.85614,0.59975,0.95325,0.70545,1.04223,0.000415537,0.000415537,0.000415537
2,75.8629,0.96455,0.73465,1.0729,0.8438,0.79332,0.862,0.6099,0.97152,0.70293,1.04681,0.000823965,0.000823965,0.000823965
3,111.458,0.95951,0.7185,1.07027,0.85187,0.80801,0.87346,0.62048,0.94502,0.67007,1.03728,0.00122414,0.00122414,0.00122414
4,146.838,0.93535,0.69223,1.05989,0.86588,0.82008,0.88279,0.63045,0.92206,0.64345,1.021,0.00121287,0.00121287,0.00121287
5,183.168,0.92055,0.67101,1.05358,0.86814,0.82276,0.88683,0.64148,0.89478,0.6331,1.01438,0.0012005,0.0012005,0.0012005
6,218.417,0.90518,0.65437,1.04376,0.87992,0.83144,0.89827,0.65805,0.88297,0.59109,1.00169,0.00118812,0.00118812,0.00118812
7,254.82,0.89441,0.63921,1.03883,0.8851,0.83288,0.89754,0.65858,0.86775,0.58307,0.99683,0.00117575,0.00117575,0.00117575
8,291.744,0.88595,0.62982,1.03656,0.88948,0.83567,0.90157,0.66379,0.86049,0.5795,0.99945,0.00116337,0.00116337,0.00116337
9,327.871,0.8786,0.62086,1.0316,0.89355,0.83895,0.90544,0.66646,0.87048,0.57188,0.9975,0.001151,0.001151,0.001151
10,364.788,0.87068,0.61199,1.02794,0.89587,0.84177,0.90746,0.6711,0.85383,0.55193,0.98833,0.00113863,0.00113863,0.00113863
11,400.863,0.86764,0.60421,1.02466,0.89779,0.84844,0.91246,0.67694,0.84526,0.54957,0.98549,0.00112625,0.00112625,0.00112625
12,437.052,0.86066,0.59778,1.02099,0.89442,0.84748,0.91198,0.67766,0.83972,0.56332,0.97864,0.00111388,0.00111388,0.00111388
13,473.443,0.85606,0.59488,1.02004,0.8966,0.84995,0.91136,0.67596,0.85646,0.54946,0.98571,0.0011015,0.0011015,0.0011015
14,509.412,0.84988,0.58629,1.01575,0.89829,0.84918,0.91227,0.68092,0.83836,0.54485,0.9796,0.00108913,0.00108913,0.00108913
15,545.121,0.84705,0.5819,1.01537,0.89322,0.85534,0.91489,0.68296,0.82922,0.53842,0.97809,0.00107675,0.00107675,0.00107675
16,580.554,0.84138,0.57634,1.01327,0.90181,0.85454,0.91548,0.68094,0.83993,0.53887,0.97517,0.00106437,0.00106437,0.00106437
17,616.45,0.84195,0.57271,1.01247,0.90035,0.8544,0.91657,0.68704,0.82308,0.52634,0.97555,0.001052,0.001052,0.001052
18,652.055,0.83423,0.56854,1.00967,0.90462,0.85472,0.91566,0.68647,0.82993,0.52374,0.97251,0.00103962,0.00103962,0.00103962
19,687.263,0.83256,0.56636,1.00819,0.89734,0.85334,0.91145,0.67589,0.85041,0.53017,0.97997,0.00102725,0.00102725,0.00102725
20,722.788,0.82652,0.55912,1.00501,0.90372,0.8637,0.92255,0.69711,0.80772,0.51077,0.96701,0.00101488,0.00101488,0.00101488
21,759.36,0.82572,0.55964,1.00477,0.90505,0.86308,0.92202,0.69517,0.81581,0.51241,0.96778,0.0010025,0.0010025,0.0010025
22,795.544,0.81747,0.55319,1.00192,0.90085,0.86153,0.9211,0.69646,0.80814,0.50955,0.96672,0.000990125,0.000990125,0.000990125
23,830.591,0.81732,0.55103,0.99966,0.90676,0.86144,0.92219,0.69752,0.80982,0.50312,0.96662,0.00097775,0.00097775,0.00097775
24,866.531,0.81583,0.54761,0.99981,0.90374,0.86164,0.92106,0.6945,0.81572,0.50612,0.96636,0.000965375,0.000965375,0.000965375
25,903.146,0.808,0.54479,0.9979,0.90869,0.86843,0.92712,0.70408,0.79876,0.4955,0.95771,0.000953,0.000953,0.000953
26,939.19,0.80785,0.54225,0.99414,0.90907,0.86762,0.92471,0.70157,0.80349,0.49616,0.9599,0.000940625,0.000940625,0.000940625
27,974.434,0.80268,0.53569,0.99359,0.9082,0.86672,0.92545,0.70272,0.79811,0.49616,0.95962,0.00092825,0.00092825,0.00092825
28,1009.44,0.8033,0.53691,0.99356,0.91064,0.86456,0.926,0.70397,0.79723,0.49324,0.9631,0.000915875,0.000915875,0.000915875
29,1044.46,0.8006,0.53384,0.99195,0.91158,0.86975,0.92742,0.70218,0.80473,0.49424,0.96042,0.0009035,0.0009035,0.0009035
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31,1114.97,0.79403,0.52815,0.98892,0.91321,0.86736,0.92791,0.70619,0.79491,0.48787,0.95767,0.00087875,0.00087875,0.00087875
32,1150.28,0.78857,0.52402,0.98695,0.91216,0.87202,0.92967,0.71311,0.78287,0.48054,0.95271,0.000866375,0.000866375,0.000866375
33,1185.4,0.79007,0.52319,0.98592,0.91656,0.8688,0.9298,0.7125,0.78316,0.48115,0.9525,0.000854,0.000854,0.000854
34,1221.21,0.78586,0.52043,0.98546,0.91189,0.86805,0.92805,0.70843,0.7907,0.48531,0.95325,0.000841625,0.000841625,0.000841625
35,1256.58,0.78346,0.51757,0.98302,0.91402,0.87224,0.92961,0.71456,0.77844,0.47738,0.95036,0.00082925,0.00082925,0.00082925
36,1291.57,0.78021,0.51468,0.98027,0.91375,0.87516,0.93196,0.71502,0.78,0.47435,0.9508,0.000816875,0.000816875,0.000816875
37,1327.95,0.78149,0.51518,0.98038,0.91251,0.87334,0.93055,0.71396,0.78091,0.47723,0.95125,0.0008045,0.0008045,0.0008045
38,1363.72,0.77925,0.51137,0.97975,0.91558,0.87419,0.93229,0.71581,0.7789,0.4745,0.94777,0.000792125,0.000792125,0.000792125
39,1399.1,0.77695,0.51044,0.97857,0.91362,0.86934,0.92679,0.70718,0.78897,0.4794,0.95399,0.00077975,0.00077975,0.00077975
40,1434.94,0.77061,0.50643,0.97728,0.91548,0.87762,0.93301,0.71779,0.77499,0.46917,0.94681,0.000767375,0.000767375,0.000767375
41,1470.7,0.77329,0.50704,0.97697,0.91322,0.87456,0.93122,0.71335,0.78446,0.47197,0.95178,0.000755,0.000755,0.000755
42,1505.71,0.76979,0.50216,0.97643,0.91779,0.87389,0.9329,0.7168,0.77743,0.46776,0.94826,0.000742625,0.000742625,0.000742625
43,1541.15,0.7699,0.50334,0.97455,0.91743,0.87663,0.93315,0.71877,0.77266,0.46507,0.94493,0.00073025,0.00073025,0.00073025
44,1576.67,0.7655,0.49951,0.97377,0.91809,0.87774,0.93443,0.71991,0.77575,0.46307,0.9486,0.000717875,0.000717875,0.000717875
45,1611.87,0.76371,0.49894,0.97158,0.92099,0.87639,0.93537,0.72342,0.76705,0.46063,0.94359,0.0007055,0.0007055,0.0007055
46,1648.24,0.76006,0.49466,0.97002,0.91588,0.88151,0.93475,0.72079,0.77112,0.46081,0.94572,0.000693125,0.000693125,0.000693125
47,1683.76,0.75702,0.49154,0.96882,0.91817,0.88054,0.93579,0.72446,0.76703,0.45746,0.94252,0.00068075,0.00068075,0.00068075
48,1719.26,0.7568,0.49106,0.96817,0.91727,0.87992,0.93553,0.72325,0.76553,0.45669,0.94493,0.000668375,0.000668375,0.000668375
49,1754.7,0.75584,0.48909,0.96793,0.91712,0.87972,0.93434,0.72294,0.76851,0.45704,0.94437,0.000656,0.000656,0.000656
50,1791.56,0.75475,0.48658,0.96691,0.91542,0.88218,0.93483,0.72197,0.76935,0.45943,0.94313,0.000643625,0.000643625,0.000643625
51,1827.16,0.75433,0.4859,0.96626,0.91778,0.87889,0.93444,0.72327,0.76667,0.45483,0.94315,0.00063125,0.00063125,0.00063125
52,1862.89,0.74946,0.48386,0.96469,0.92038,0.87899,0.93595,0.72599,0.76085,0.4541,0.94058,0.000618875,0.000618875,0.000618875
53,1898.11,0.74911,0.48193,0.96454,0.91869,0.88133,0.93609,0.72477,0.76449,0.4529,0.94224,0.0006065,0.0006065,0.0006065
54,1933.92,0.74502,0.47785,0.96359,0.91999,0.88076,0.9366,0.72566,0.76579,0.45189,0.94382,0.000594125,0.000594125,0.000594125
55,1968.81,0.74675,0.48061,0.96287,0.91899,0.88041,0.93617,0.72513,0.76552,0.45219,0.94328,0.00058175,0.00058175,0.00058175
56,2003.44,0.74425,0.47703,0.9621,0.92114,0.88059,0.93685,0.72684,0.7617,0.45209,0.94073,0.000569375,0.000569375,0.000569375
57,2039.37,0.74161,0.47385,0.96159,0.91811,0.88525,0.93737,0.72773,0.76242,0.448,0.94144,0.000557,0.000557,0.000557
58,2075,0.74204,0.47502,0.96161,0.9196,0.88578,0.93821,0.72993,0.75617,0.44466,0.94026,0.000544625,0.000544625,0.000544625
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60,2145.53,0.73837,0.47222,0.95948,0.91861,0.88384,0.93709,0.72862,0.75767,0.44697,0.93976,0.000519875,0.000519875,0.000519875
61,2180.99,0.73719,0.46826,0.95955,0.92079,0.88272,0.93728,0.72836,0.76051,0.44695,0.94105,0.0005075,0.0005075,0.0005075
62,2216.55,0.73396,0.46716,0.95624,0.91956,0.88593,0.93874,0.73153,0.7545,0.44201,0.93701,0.000495125,0.000495125,0.000495125
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66,2359.8,0.72703,0.45928,0.95451,0.92102,0.88263,0.93787,0.73069,0.75581,0.44258,0.93854,0.000445625,0.000445625,0.000445625
67,2395.06,0.72793,0.45904,0.95336,0.91943,0.88294,0.93675,0.72929,0.75833,0.44398,0.94047,0.00043325,0.00043325,0.00043325
68,2430.82,0.72531,0.45857,0.952,0.91871,0.88367,0.93724,0.72929,0.75879,0.44333,0.94019,0.000420875,0.000420875,0.000420875
69,2465.84,0.72261,0.45547,0.95107,0.91989,0.88416,0.93749,0.73111,0.75539,0.44124,0.93837,0.0004085,0.0004085,0.0004085
70,2500.75,0.724,0.45573,0.95207,0.92,0.88418,0.93776,0.73093,0.75746,0.43966,0.93869,0.000396125,0.000396125,0.000396125
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81,2895.58,0.70684,0.44056,0.94319,0.92166,0.88732,0.93963,0.73251,0.75602,0.43489,0.94024,0.00026,0.00026,0.00026
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85,3038.4,0.7021,0.43289,0.93991,0.9232,0.88748,0.93949,0.73393,0.75471,0.43213,0.93945,0.0002105,0.0002105,0.0002105
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