v2021.12.30_n_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
1,39.5025,1.27421,1.77134,1.21488,0.82359,0.74269,0.81549,0.56448,1.01699,0.86668,1.0824,0.000415537,0.000415537,0.000415537
2,74.5409,1.04757,0.88281,1.10843,0.83766,0.77626,0.84068,0.58047,1.00939,0.78749,1.05826,0.000823965,0.000823965,0.000823965
3,109.197,1.02511,0.83231,1.09575,0.83343,0.78361,0.84464,0.58757,0.98784,0.78329,1.05593,0.00122414,0.00122414,0.00122414
4,153.68,1.00083,0.79594,1.08542,0.85207,0.7863,0.85339,0.59954,0.96647,0.73758,1.0506,0.00121287,0.00121287,0.00121287
5,188.567,0.98429,0.77084,1.08017,0.85268,0.78658,0.85752,0.60749,0.94884,0.71128,1.04064,0.0012005,0.0012005,0.0012005
6,223.584,0.97157,0.7505,1.07135,0.86526,0.79828,0.86668,0.61801,0.94525,0.68226,1.0328,0.00118812,0.00118812,0.00118812
7,258.175,0.95904,0.73131,1.06747,0.85768,0.79329,0.86247,0.61971,0.92138,0.67899,1.02343,0.00117575,0.00117575,0.00117575
8,291.244,0.95111,0.72112,1.06472,0.85817,0.80007,0.8666,0.62105,0.93272,0.67158,1.02957,0.00116337,0.00116337,0.00116337
9,324.766,0.94511,0.7066,1.06071,0.86788,0.80911,0.87897,0.63377,0.91624,0.64129,1.01618,0.001151,0.001151,0.001151
10,358.86,0.93638,0.69866,1.05627,0.8637,0.81041,0.87553,0.62727,0.91919,0.64479,1.01827,0.00113863,0.00113863,0.00113863
11,391.772,0.93356,0.69022,1.05401,0.87105,0.80905,0.87663,0.62837,0.92432,0.63947,1.01777,0.00112625,0.00112625,0.00112625
12,425.308,0.92931,0.68406,1.05121,0.86116,0.8154,0.88022,0.63586,0.89989,0.64231,1.00992,0.00111388,0.00111388,0.00111388
13,458.37,0.9259,0.68131,1.04973,0.87276,0.81059,0.87759,0.63419,0.9025,0.62925,1.01515,0.0011015,0.0011015,0.0011015
14,492.222,0.91855,0.67105,1.04691,0.88057,0.82239,0.8874,0.64468,0.89685,0.60769,1.00751,0.00108913,0.00108913,0.00108913
15,525.846,0.91583,0.66624,1.04609,0.87886,0.81007,0.88147,0.64187,0.89214,0.62325,1.01164,0.00107675,0.00107675,0.00107675
16,558.29,0.91071,0.6606,1.04506,0.87689,0.81889,0.88702,0.64214,0.89564,0.61436,1.00395,0.00106437,0.00106437,0.00106437
17,591.793,0.9121,0.65843,1.04422,0.88217,0.81955,0.88637,0.64607,0.88264,0.60365,0.99976,0.001052,0.001052,0.001052
18,625.229,0.90712,0.65287,1.04235,0.88254,0.81997,0.88779,0.64907,0.87867,0.59896,1.00047,0.00103962,0.00103962,0.00103962
19,658.648,0.90397,0.65069,1.04023,0.88855,0.8259,0.89259,0.65323,0.88112,0.59343,0.99813,0.00102725,0.00102725,0.00102725
20,691.832,0.90054,0.64415,1.03837,0.88943,0.82095,0.89034,0.65205,0.87382,0.59113,0.99626,0.00101488,0.00101488,0.00101488
21,725.066,0.89792,0.64628,1.03769,0.88258,0.8285,0.89382,0.65516,0.87384,0.59057,0.99541,0.0010025,0.0010025,0.0010025
22,757.94,0.89323,0.63792,1.03574,0.88674,0.82775,0.89463,0.65747,0.86929,0.58096,0.99291,0.000990125,0.000990125,0.000990125
23,790.936,0.89241,0.63578,1.03384,0.88853,0.82154,0.88955,0.65174,0.87262,0.58505,0.99575,0.00097775,0.00097775,0.00097775
24,824.746,0.88974,0.63126,1.03494,0.88235,0.82591,0.89295,0.65364,0.87646,0.58272,0.99863,0.000965375,0.000965375,0.000965375
25,858.243,0.88382,0.62837,1.03281,0.88992,0.82824,0.89558,0.65934,0.8619,0.57404,0.98994,0.000953,0.000953,0.000953
26,891.795,0.88409,0.62708,1.03008,0.89259,0.83428,0.89974,0.66661,0.85209,0.56403,0.98651,0.000940625,0.000940625,0.000940625
27,925.451,0.87845,0.62028,1.02868,0.89063,0.83244,0.89902,0.66348,0.85715,0.56211,0.98741,0.00092825,0.00092825,0.00092825
28,959.096,0.88014,0.62215,1.02945,0.89504,0.83293,0.90064,0.66813,0.85033,0.56193,0.9868,0.000915875,0.000915875,0.000915875
29,992.917,0.87657,0.61892,1.02768,0.89419,0.83446,0.89809,0.6598,0.86481,0.55948,0.9914,0.0009035,0.0009035,0.0009035
30,1027.45,0.87483,0.61543,1.0255,0.89409,0.83961,0.90419,0.66966,0.85201,0.55367,0.98307,0.000891125,0.000891125,0.000891125
31,1061.12,0.87228,0.61232,1.02583,0.88546,0.83186,0.89323,0.65272,0.87601,0.56912,0.99892,0.00087875,0.00087875,0.00087875
32,1093.98,0.86849,0.60918,1.02441,0.89835,0.83894,0.90399,0.67281,0.8423,0.54625,0.98117,0.000866375,0.000866375,0.000866375
33,1127.34,0.87028,0.60962,1.02391,0.89445,0.83909,0.90238,0.66874,0.84431,0.55609,0.98246,0.000854,0.000854,0.000854
34,1161.17,0.86543,0.60509,1.02415,0.89441,0.83666,0.9012,0.66932,0.84808,0.54881,0.98359,0.000841625,0.000841625,0.000841625
35,1194.59,0.86388,0.60368,1.02133,0.89519,0.83673,0.90361,0.67307,0.84119,0.54796,0.97865,0.00082925,0.00082925,0.00082925
36,1227.4,0.8613,0.60103,1.01867,0.89654,0.83877,0.90517,0.67225,0.83992,0.54314,0.98038,0.000816875,0.000816875,0.000816875
37,1261.06,0.86266,0.60181,1.01943,0.8974,0.83435,0.90058,0.66673,0.85045,0.54733,0.98844,0.0008045,0.0008045,0.0008045
38,1294.8,0.86116,0.59824,1.01894,0.89334,0.84329,0.90684,0.67658,0.8314,0.54255,0.9753,0.000792125,0.000792125,0.000792125
39,1327.34,0.85932,0.5978,1.01812,0.89718,0.84297,0.90632,0.67678,0.833,0.54119,0.97673,0.00077975,0.00077975,0.00077975
40,1360.53,0.85391,0.59301,1.01856,0.89948,0.84542,0.9093,0.68106,0.82763,0.53344,0.9758,0.000767375,0.000767375,0.000767375
41,1393.6,0.85618,0.59245,1.01812,0.89761,0.84573,0.90873,0.67617,0.8404,0.53455,0.98133,0.000755,0.000755,0.000755
42,1427.3,0.85169,0.58986,1.01634,0.89968,0.84414,0.90887,0.67831,0.83601,0.53279,0.97605,0.000742625,0.000742625,0.000742625
43,1460.62,0.85397,0.59085,1.0151,0.89727,0.84285,0.90653,0.6735,0.84055,0.53713,0.98115,0.00073025,0.00073025,0.00073025
44,1493.84,0.84893,0.5862,1.01382,0.89875,0.84482,0.90798,0.67799,0.8319,0.53213,0.97489,0.000717875,0.000717875,0.000717875
45,1527.34,0.8491,0.58617,1.01267,0.90288,0.84568,0.90929,0.68077,0.82882,0.52873,0.97309,0.0007055,0.0007055,0.0007055
46,1560.92,0.8459,0.58224,1.01124,0.89989,0.84592,0.91061,0.6801,0.82971,0.52731,0.97401,0.000693125,0.000693125,0.000693125
47,1594.45,0.84135,0.57811,1.00973,0.9036,0.84554,0.91145,0.68324,0.82661,0.52347,0.9716,0.00068075,0.00068075,0.00068075
48,1627.65,0.8426,0.57898,1.00946,0.89846,0.84479,0.90836,0.67872,0.83021,0.52819,0.97528,0.000668375,0.000668375,0.000668375
49,1661.45,0.84386,0.57948,1.00995,0.90043,0.84638,0.91076,0.68138,0.82758,0.52688,0.97319,0.000656,0.000656,0.000656
50,1694.41,0.84248,0.57706,1.00956,0.90154,0.84423,0.90976,0.68222,0.82469,0.52652,0.97183,0.000643625,0.000643625,0.000643625
51,1728.23,0.84096,0.57532,1.00798,0.90272,0.84907,0.9119,0.68495,0.82006,0.5196,0.9701,0.00063125,0.00063125,0.00063125
52,1761,0.83635,0.57385,1.00704,0.90348,0.84607,0.91025,0.68184,0.82513,0.52227,0.9717,0.000618875,0.000618875,0.000618875
53,1793.95,0.83715,0.57316,1.00784,0.90202,0.8491,0.91208,0.68344,0.82186,0.52174,0.97092,0.0006065,0.0006065,0.0006065
54,1828.23,0.83513,0.56992,1.00703,0.90419,0.84898,0.91208,0.68434,0.82388,0.51894,0.97057,0.000594125,0.000594125,0.000594125
55,1862.42,0.83531,0.57002,1.00629,0.90461,0.84714,0.91165,0.68183,0.8255,0.51908,0.97321,0.00058175,0.00058175,0.00058175
56,1895.51,0.83265,0.56752,1.00455,0.90159,0.85196,0.91402,0.6874,0.81478,0.5154,0.96773,0.000569375,0.000569375,0.000569375
57,1929.43,0.83142,0.56542,1.0053,0.90397,0.84921,0.9123,0.68468,0.82388,0.51763,0.97064,0.000557,0.000557,0.000557
58,1963.17,0.83147,0.56613,1.00442,0.90649,0.85191,0.91537,0.6902,0.81114,0.51193,0.96466,0.000544625,0.000544625,0.000544625
59,1997.62,0.83101,0.56515,1.00382,0.90429,0.85226,0.91492,0.68926,0.81346,0.513,0.96546,0.00053225,0.00053225,0.00053225
60,2031.14,0.83029,0.56468,1.00465,0.90416,0.85077,0.91349,0.68617,0.81793,0.51371,0.96926,0.000519875,0.000519875,0.000519875
61,2064.9,0.82802,0.56066,1.00352,0.90459,0.85036,0.91379,0.68674,0.81795,0.51408,0.96812,0.0005075,0.0005075,0.0005075
62,2099.03,0.82645,0.56021,1.00078,0.90524,0.85305,0.91605,0.69017,0.81223,0.50932,0.96523,0.000495125,0.000495125,0.000495125
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64,2166.08,0.82452,0.55756,1.00047,0.90443,0.85214,0.91547,0.68961,0.81381,0.50926,0.96468,0.000470375,0.000470375,0.000470375
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66,2233.21,0.8197,0.55364,0.99915,0.90666,0.85135,0.91515,0.69045,0.81193,0.50764,0.96423,0.000445625,0.000445625,0.000445625
67,2266.85,0.82062,0.55314,0.99838,0.90641,0.85208,0.91528,0.69026,0.81187,0.50667,0.96513,0.00043325,0.00043325,0.00043325
68,2301.19,0.8191,0.55258,0.99728,0.9044,0.85578,0.91703,0.69194,0.81072,0.50497,0.96387,0.000420875,0.000420875,0.000420875
69,2335.48,0.81855,0.55068,0.99752,0.90468,0.85418,0.91634,0.69125,0.81139,0.50546,0.96509,0.0004085,0.0004085,0.0004085
70,2370.16,0.81775,0.55072,0.99795,0.90515,0.855,0.91622,0.69144,0.81134,0.50478,0.96368,0.000396125,0.000396125,0.000396125
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82,2772.89,0.80161,0.5336,0.98934,0.9082,0.85684,0.91842,0.6948,0.8051,0.49754,0.96055,0.000247625,0.000247625,0.000247625
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