|
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 |
|
1,87.0206,1.17627,1.18525,1.23944,0.80446,0.69433,0.78084,0.51375,1.14646,0.81783,1.2464,0.00330918,0.00330918,0.00330918 |
|
2,147.208,1.13159,0.84603,1.20234,0.79136,0.65972,0.75262,0.47724,1.2059,0.84077,1.31748,0.00657675,0.00657675,0.00657675 |
|
3,208.075,1.19537,0.904,1.24603,0.72057,0.59201,0.66254,0.38955,1.49614,1.92459,1.65049,0.00977832,0.00977832,0.00977832 |
|
4,268.306,1.25258,0.95747,1.28539,0.72499,0.60494,0.67814,0.39757,1.46566,1.54745,1.57995,0.009703,0.009703,0.009703 |
|
5,328.429,1.2468,0.94187,1.27783,0.73238,0.62056,0.68569,0.40339,1.5107,1.66683,1.61013,0.009604,0.009604,0.009604 |
|
6,388.354,1.21386,0.91236,1.26109,0.77196,0.64057,0.72307,0.4455,1.28066,1.04126,1.37674,0.009505,0.009505,0.009505 |
|
7,447.68,1.19162,0.90948,1.266,0.7818,0.63203,0.72788,0.44603,1.40186,0.94585,1.46634,0.009406,0.009406,0.009406 |
|
8,507.144,1.18462,0.88305,1.24354,0.78661,0.64957,0.74153,0.45721,1.27981,0.93015,1.37114,0.009307,0.009307,0.009307 |
|
9,566.733,1.16956,0.86111,1.23423,0.7923,0.65194,0.74546,0.46795,1.24512,0.89144,1.33514,0.009208,0.009208,0.009208 |
|
10,626.847,1.1627,0.85567,1.22479,0.79486,0.66369,0.75365,0.4752,1.25491,0.87918,1.36077,0.009109,0.009109,0.009109 |
|
11,686.416,1.17222,0.85149,1.2193,0.7925,0.65288,0.74858,0.4719,1.23164,0.88009,1.32277,0.00901,0.00901,0.00901 |
|
12,745.864,1.15888,0.83411,1.21322,0.80032,0.65795,0.75493,0.47613,1.21841,0.81566,1.31155,0.008911,0.008911,0.008911 |
|
13,805.357,1.14061,0.82861,1.21352,0.80338,0.66494,0.76162,0.48485,1.20675,0.82336,1.30889,0.008812,0.008812,0.008812 |
|
14,864.715,1.13865,0.82737,1.21318,0.7982,0.66957,0.76355,0.48322,1.21558,0.8355,1.30162,0.008713,0.008713,0.008713 |
|
15,924.238,1.10148,0.81792,1.21438,0.8059,0.66807,0.76321,0.49125,1.19665,0.80379,1.3099,0.008614,0.008614,0.008614 |
|
16,983.567,1.11345,0.79945,1.19326,0.80419,0.67396,0.76944,0.49277,1.18372,0.7757,1.28442,0.008515,0.008515,0.008515 |
|
17,1042.84,1.1094,0.80669,1.19674,0.81537,0.67387,0.77631,0.50473,1.16479,0.74673,1.26707,0.008416,0.008416,0.008416 |
|
18,1102.39,1.10574,0.79347,1.1936,0.80707,0.67823,0.77205,0.4961,1.1764,0.79252,1.28794,0.008317,0.008317,0.008317 |
|
19,1161.81,1.11274,0.79948,1.19577,0.80788,0.67003,0.76944,0.49884,1.15829,0.7605,1.27553,0.008218,0.008218,0.008218 |
|
20,1221.15,1.09052,0.78639,1.19517,0.81258,0.68303,0.78066,0.50764,1.14376,0.74872,1.26206,0.008119,0.008119,0.008119 |
|
21,1280.62,1.10063,0.77909,1.1855,0.81226,0.67869,0.77691,0.5,1.20902,0.79376,1.30775,0.00802,0.00802,0.00802 |
|
22,1340.11,1.08458,0.77603,1.18304,0.81543,0.68344,0.78152,0.50853,1.15988,0.749,1.2681,0.007921,0.007921,0.007921 |
|
23,1399.44,1.08069,0.77139,1.1844,0.81122,0.69047,0.78429,0.51205,1.14938,0.75457,1.25962,0.007822,0.007822,0.007822 |
|
24,1458.83,1.07136,0.77343,1.18867,0.81181,0.68917,0.78443,0.50978,1.15393,0.74402,1.25555,0.007723,0.007723,0.007723 |
|
25,1518.34,1.06824,0.76163,1.16858,0.81399,0.69471,0.78757,0.51605,1.14711,0.73435,1.25152,0.007624,0.007624,0.007624 |
|
26,1577.76,1.06815,0.76102,1.18068,0.81625,0.68611,0.78467,0.51247,1.14664,0.72597,1.27028,0.007525,0.007525,0.007525 |
|
27,1637.23,1.06646,0.75656,1.1706,0.81014,0.68976,0.78619,0.51269,1.17071,0.7619,1.26631,0.007426,0.007426,0.007426 |
|
28,1696.67,1.07434,0.75676,1.17598,0.81711,0.69174,0.78923,0.51965,1.13067,0.72746,1.24182,0.007327,0.007327,0.007327 |
|
29,1756.3,1.06779,0.75303,1.1708,0.81711,0.69211,0.78962,0.51924,1.13396,0.73817,1.24925,0.007228,0.007228,0.007228 |
|
30,1815.6,1.06814,0.74483,1.16422,0.82192,0.69688,0.79181,0.52324,1.13284,0.71658,1.24416,0.007129,0.007129,0.007129 |
|
31,1874.83,1.06969,0.75191,1.1797,0.81656,0.70185,0.79492,0.52508,1.123,0.71431,1.24081,0.00703,0.00703,0.00703 |
|
32,1934.26,1.06912,0.74536,1.16285,0.82413,0.69463,0.79305,0.52298,1.14038,0.70251,1.24891,0.006931,0.006931,0.006931 |
|
33,1993.71,1.06214,0.74266,1.15782,0.82255,0.69843,0.79375,0.52507,1.10965,0.72811,1.22236,0.006832,0.006832,0.006832 |
|
34,2053.27,1.06063,0.74184,1.15996,0.8239,0.69913,0.79518,0.52877,1.11817,0.70311,1.23597,0.006733,0.006733,0.006733 |
|
35,2112.61,1.04594,0.73189,1.16013,0.82166,0.70372,0.79668,0.53031,1.10872,0.69532,1.22812,0.006634,0.006634,0.006634 |
|
36,2172.12,1.04318,0.72847,1.15874,0.82835,0.70179,0.79905,0.53162,1.10367,0.6825,1.22316,0.006535,0.006535,0.006535 |
|
37,2231.69,1.05148,0.73277,1.16148,0.82095,0.70623,0.79934,0.53312,1.11798,0.69338,1.23802,0.006436,0.006436,0.006436 |
|
38,2291.4,1.04852,0.7259,1.16092,0.82632,0.70441,0.80037,0.53209,1.10418,0.68855,1.22001,0.006337,0.006337,0.006337 |
|
39,2350.62,1.03299,0.72069,1.15138,0.82786,0.70715,0.80128,0.53284,1.11322,0.6769,1.23292,0.006238,0.006238,0.006238 |
|
40,2409.93,1.04085,0.72333,1.15273,0.82795,0.70584,0.80032,0.53259,1.10714,0.67371,1.22149,0.006139,0.006139,0.006139 |
|
41,2469.2,1.0378,0.72057,1.15301,0.82371,0.71014,0.80194,0.53347,1.12143,0.68467,1.24166,0.00604,0.00604,0.00604 |
|
42,2528.48,1.04186,0.71197,1.14594,0.83017,0.7087,0.80471,0.53867,1.10045,0.66767,1.22507,0.005941,0.005941,0.005941 |
|
43,2587.96,1.02696,0.71056,1.15445,0.83145,0.70784,0.80472,0.53891,1.09241,0.6779,1.20995,0.005842,0.005842,0.005842 |
|
44,2647.14,1.01481,0.705,1.14287,0.82891,0.71007,0.80641,0.54078,1.10461,0.65904,1.21614,0.005743,0.005743,0.005743 |
|
45,2706.36,1.0129,0.70046,1.13951,0.82588,0.71287,0.80631,0.54098,1.088,0.67036,1.21059,0.005644,0.005644,0.005644 |
|
46,2765.63,1.02916,0.7099,1.1428,0.8253,0.71671,0.80654,0.54165,1.10162,0.66926,1.22283,0.005545,0.005545,0.005545 |
|
47,2824.88,1.02557,0.6997,1.13781,0.83317,0.71009,0.80623,0.54435,1.07408,0.65655,1.20119,0.005446,0.005446,0.005446 |
|
48,2884.11,1.02069,0.70389,1.14564,0.82792,0.71495,0.80745,0.54471,1.07814,0.6509,1.20743,0.005347,0.005347,0.005347 |
|
49,2943.64,1.00937,0.69689,1.14523,0.8293,0.71785,0.80884,0.54488,1.07083,0.65829,1.19853,0.005248,0.005248,0.005248 |
|
50,3002.99,1.01567,0.6914,1.1384,0.82892,0.71691,0.80972,0.54579,1.08327,0.65361,1.2088,0.005149,0.005149,0.005149 |
|
51,3062.26,0.99821,0.68391,1.12837,0.8309,0.71793,0.81026,0.54715,1.08739,0.65369,1.21306,0.00505,0.00505,0.00505 |
|
52,3121.59,0.99883,0.68385,1.13283,0.83031,0.71801,0.81061,0.54812,1.0862,0.65339,1.21757,0.004951,0.004951,0.004951 |
|
53,3180.92,1.00525,0.68246,1.12378,0.83149,0.72258,0.81231,0.54999,1.07012,0.63514,1.19929,0.004852,0.004852,0.004852 |
|
54,3240.24,0.9976,0.68216,1.1275,0.83342,0.7179,0.81245,0.55035,1.06738,0.63662,1.19542,0.004753,0.004753,0.004753 |
|
55,3299.71,0.99837,0.67553,1.12769,0.83221,0.71997,0.81302,0.55171,1.05613,0.63455,1.18522,0.004654,0.004654,0.004654 |
|
56,3359.13,1.00251,0.6832,1.12955,0.82999,0.72398,0.81338,0.5516,1.06982,0.63826,1.20136,0.004555,0.004555,0.004555 |
|
57,3418.37,0.99707,0.67685,1.12168,0.82888,0.72394,0.81304,0.55077,1.07132,0.63908,1.19778,0.004456,0.004456,0.004456 |
|
58,3477.66,0.99235,0.67544,1.12703,0.83408,0.72197,0.81358,0.55266,1.06741,0.63385,1.19362,0.004357,0.004357,0.004357 |
|
59,3536.77,0.99963,0.67543,1.12948,0.83228,0.72543,0.81489,0.55434,1.0631,0.62702,1.19514,0.004258,0.004258,0.004258 |
|
60,3596.17,0.98528,0.66002,1.11662,0.83018,0.72687,0.81565,0.5535,1.06984,0.63926,1.19802,0.004159,0.004159,0.004159 |
|
61,3655.3,0.99095,0.66313,1.11886,0.83263,0.72442,0.8157,0.55502,1.06751,0.6297,1.19839,0.00406,0.00406,0.00406 |
|
62,3714.68,0.97029,0.65445,1.11733,0.83344,0.72612,0.81666,0.55528,1.06581,0.62828,1.19466,0.003961,0.003961,0.003961 |
|
63,3773.86,0.97032,0.65259,1.1052,0.83335,0.7275,0.81663,0.55531,1.06168,0.62799,1.19628,0.003862,0.003862,0.003862 |
|
64,3833.2,0.9745,0.64903,1.11068,0.83472,0.72731,0.81705,0.55622,1.05753,0.62943,1.19166,0.003763,0.003763,0.003763 |
|
65,3892.55,0.97246,0.64945,1.1148,0.83638,0.72545,0.81734,0.55682,1.06133,0.62643,1.19298,0.003664,0.003664,0.003664 |
|
66,3951.88,0.9619,0.64861,1.10569,0.83098,0.7301,0.81793,0.55659,1.06276,0.62806,1.19571,0.003565,0.003565,0.003565 |
|
67,4011.37,0.97786,0.65762,1.11442,0.83281,0.72779,0.8178,0.5565,1.06913,0.62381,1.20223,0.003466,0.003466,0.003466 |
|
68,4070.6,0.96653,0.64385,1.10511,0.83514,0.729,0.81823,0.55722,1.06048,0.61948,1.19898,0.003367,0.003367,0.003367 |
|
69,4130.26,0.95432,0.63894,1.10514,0.83757,0.72747,0.81875,0.55889,1.05567,0.61671,1.19399,0.003268,0.003268,0.003268 |
|
70,4189.6,0.94781,0.63603,1.09851,0.83525,0.72995,0.81869,0.55835,1.05577,0.61751,1.19351,0.003169,0.003169,0.003169 |
|
71,4248.79,0.95135,0.62604,1.09834,0.83637,0.72991,0.81952,0.55948,1.05184,0.60907,1.1876,0.00307,0.00307,0.00307 |
|
72,4308.15,0.94546,0.62178,1.0934,0.83528,0.72984,0.8187,0.5584,1.05299,0.61322,1.18962,0.002971,0.002971,0.002971 |
|
73,4367.21,0.92778,0.6239,1.10236,0.83544,0.73087,0.81961,0.55934,1.04872,0.61683,1.185,0.002872,0.002872,0.002872 |
|
74,4426.62,0.92175,0.61333,1.09702,0.83726,0.72845,0.81949,0.55995,1.05397,0.61604,1.19044,0.002773,0.002773,0.002773 |
|
75,4485.76,0.94111,0.62165,1.09192,0.83828,0.72932,0.82014,0.56047,1.05145,0.61566,1.18667,0.002674,0.002674,0.002674 |
|
76,4544.79,0.9408,0.61655,1.09157,0.8348,0.73236,0.81959,0.5601,1.0572,0.61205,1.19333,0.002575,0.002575,0.002575 |
|
77,4603.87,0.92609,0.6093,1.08946,0.83532,0.73246,0.82091,0.5611,1.05697,0.61002,1.1949,0.002476,0.002476,0.002476 |
|
78,4663.26,0.91817,0.60213,1.08456,0.83368,0.73406,0.82068,0.56064,1.05583,0.61056,1.19164,0.002377,0.002377,0.002377 |
|
79,4722.3,0.91495,0.59774,1.07633,0.83434,0.73446,0.82084,0.56111,1.05437,0.60915,1.18973,0.002278,0.002278,0.002278 |
|
80,4781.43,0.92396,0.60216,1.07981,0.8332,0.73492,0.82129,0.56176,1.05087,0.60656,1.18775,0.002179,0.002179,0.002179 |
|
81,4840.5,0.91576,0.59721,1.07708,0.83511,0.73271,0.82118,0.56182,1.05327,0.6083,1.19009,0.00208,0.00208,0.00208 |
|
82,4900.02,0.91657,0.59331,1.07236,0.83578,0.73312,0.82137,0.56139,1.05381,0.60843,1.19208,0.001981,0.001981,0.001981 |
|
83,4959.1,0.89059,0.58112,1.07318,0.83664,0.73351,0.82094,0.56165,1.0555,0.61028,1.19646,0.001882,0.001882,0.001882 |
|
84,5018.14,0.89745,0.58512,1.07666,0.83604,0.73357,0.82134,0.562,1.05494,0.61036,1.19632,0.001783,0.001783,0.001783 |
|
85,5077.25,0.90816,0.58979,1.07469,0.83776,0.73269,0.82172,0.5623,1.0548,0.60906,1.19641,0.001684,0.001684,0.001684 |
|
86,5136.47,0.89177,0.57838,1.07074,0.83764,0.73314,0.82129,0.56214,1.05551,0.60918,1.19902,0.001585,0.001585,0.001585 |
|
87,5195.45,0.89371,0.57391,1.0619,0.83636,0.73454,0.82168,0.56248,1.05565,0.60851,1.20043,0.001486,0.001486,0.001486 |
|
88,5255.09,0.8809,0.56686,1.06201,0.8356,0.73503,0.82178,0.56243,1.05582,0.6066,1.20069,0.001387,0.001387,0.001387 |
|
89,5314.51,0.88665,0.56965,1.06346,0.83393,0.73614,0.82195,0.56267,1.05689,0.60568,1.20291,0.001288,0.001288,0.001288 |
|
90,5373.74,0.88075,0.56396,1.06327,0.83311,0.73756,0.82181,0.56212,1.05843,0.60526,1.20434,0.001189,0.001189,0.001189 |
|
91,5433.85,0.87731,0.50469,1.03682,0.83316,0.73707,0.8213,0.56198,1.05886,0.60578,1.20454,0.00109,0.00109,0.00109 |
|
92,5492.58,0.86527,0.49059,1.0285,0.83459,0.73615,0.8212,0.56172,1.06037,0.6054,1.20729,0.000991,0.000991,0.000991 |
|
93,5551.61,0.83913,0.48244,1.02922,0.83412,0.7362,0.82075,0.56125,1.06153,0.60643,1.20902,0.000892,0.000892,0.000892 |
|
94,5610.6,0.84989,0.482,1.02246,0.83414,0.73606,0.82018,0.56086,1.06229,0.6063,1.21123,0.000793,0.000793,0.000793 |
|
95,5669.47,0.8308,0.47512,1.01953,0.83404,0.73636,0.82044,0.56084,1.06309,0.60706,1.21373,0.000694,0.000694,0.000694 |
|
96,5728.22,0.83202,0.46959,1.01732,0.83418,0.73617,0.82017,0.56055,1.06512,0.60816,1.21698,0.000595,0.000595,0.000595 |
|
97,5787.05,0.82037,0.46295,1.00983,0.83509,0.73539,0.81969,0.55997,1.06605,0.60861,1.21878,0.000496,0.000496,0.000496 |
|
98,5846.05,0.8227,0.46024,1.00862,0.83476,0.73578,0.81963,0.55954,1.06648,0.6094,1.21966,0.000397,0.000397,0.000397 |
|
99,5905.1,0.81998,0.46146,1.00866,0.83561,0.7352,0.81966,0.55917,1.06728,0.6106,1.22114,0.000298,0.000298,0.000298 |
|
100,5963.92,0.80984,0.45286,1.00495,0.83566,0.73468,0.81933,0.55877,1.06786,0.61162,1.22283,0.000199,0.000199,0.000199 |
|
|