File size: 11,861 Bytes
04e5076 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 |
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
1,83.5168,1.19305,1.19912,1.25895,0.80915,0.67986,0.77423,0.50654,1.14764,0.81161,1.24707,0.00330918,0.00330918,0.00330918
2,139.266,1.11441,0.83578,1.2038,0.80648,0.66745,0.76545,0.48863,1.18123,0.79401,1.27261,0.00657675,0.00657675,0.00657675
3,195.754,1.15256,0.8675,1.23329,0.75991,0.62799,0.70972,0.44489,1.28981,1.17934,1.37319,0.00977832,0.00977832,0.00977832
4,251.674,1.20133,0.90195,1.26078,0.76209,0.63157,0.71732,0.44259,1.32475,1.09112,1.45241,0.009703,0.009703,0.009703
5,307.983,1.20176,0.89456,1.2606,0.7715,0.63005,0.71543,0.43821,1.29659,0.94726,1.39876,0.009604,0.009604,0.009604
6,364.594,1.17692,0.87308,1.24612,0.79379,0.65664,0.74581,0.46914,1.26086,0.86252,1.35704,0.009505,0.009505,0.009505
7,420.989,1.16417,0.87059,1.25288,0.77983,0.64811,0.73892,0.46205,1.21538,0.96989,1.31104,0.009406,0.009406,0.009406
8,477.264,1.15676,0.84854,1.23411,0.79395,0.66069,0.75105,0.47325,1.23622,0.86589,1.32727,0.009307,0.009307,0.009307
9,533.17,1.14603,0.83219,1.22694,0.80523,0.6495,0.74782,0.47599,1.21612,0.82337,1.33532,0.009208,0.009208,0.009208
10,589.193,1.1386,0.82491,1.22045,0.80644,0.66597,0.75907,0.48335,1.23742,0.79633,1.33108,0.009109,0.009109,0.009109
11,645.416,1.15079,0.82275,1.21711,0.80274,0.66682,0.76098,0.48672,1.19606,0.7927,1.30115,0.00901,0.00901,0.00901
12,700.938,1.14007,0.80873,1.21027,0.80809,0.65833,0.75816,0.48831,1.20633,0.78137,1.31618,0.008911,0.008911,0.008911
13,757.266,1.1229,0.80385,1.20845,0.80796,0.6634,0.76319,0.49296,1.17294,0.76488,1.27742,0.008812,0.008812,0.008812
14,813.059,1.12069,0.80002,1.21081,0.80895,0.66129,0.76092,0.48593,1.25265,0.82223,1.35921,0.008713,0.008713,0.008713
15,868.939,1.08193,0.79548,1.2092,0.80804,0.66651,0.76364,0.4934,1.1648,0.80241,1.27504,0.008614,0.008614,0.008614
16,925.196,1.09715,0.77854,1.19068,0.80774,0.67599,0.77297,0.50018,1.16196,0.75816,1.27631,0.008515,0.008515,0.008515
17,981.247,1.09096,0.78321,1.19504,0.81433,0.67135,0.77194,0.50163,1.15464,0.74387,1.28021,0.008416,0.008416,0.008416
18,1037.21,1.09136,0.77211,1.19252,0.79812,0.67683,0.76787,0.49519,1.18468,0.77722,1.31217,0.008317,0.008317,0.008317
19,1092.97,1.09164,0.77668,1.19061,0.81279,0.67423,0.77333,0.50244,1.14827,0.74588,1.26108,0.008218,0.008218,0.008218
20,1148.83,1.07352,0.7666,1.19282,0.81628,0.68013,0.77753,0.50896,1.15477,0.73768,1.26696,0.008119,0.008119,0.008119
21,1205,1.08598,0.75907,1.1836,0.81395,0.67686,0.77674,0.5059,1.15635,0.7633,1.27176,0.00802,0.00802,0.00802
22,1261.09,1.07465,0.75668,1.1839,0.81488,0.68558,0.78045,0.50954,1.14355,0.72141,1.25681,0.007921,0.007921,0.007921
23,1316.99,1.06221,0.75006,1.18097,0.80976,0.68834,0.78184,0.51234,1.15726,0.7157,1.2699,0.007822,0.007822,0.007822
24,1373.19,1.05518,0.75331,1.18745,0.8134,0.68532,0.78132,0.50946,1.17584,0.74568,1.27478,0.007723,0.007723,0.007723
25,1429.51,1.05387,0.74002,1.16847,0.81612,0.68868,0.7832,0.51654,1.13612,0.70287,1.24767,0.007624,0.007624,0.007624
26,1485.48,1.0561,0.74289,1.17941,0.8204,0.68341,0.78208,0.51242,1.14798,0.72601,1.26514,0.007525,0.007525,0.007525
27,1541.96,1.05716,0.73882,1.17173,0.81997,0.68814,0.78517,0.51419,1.1627,0.71059,1.26634,0.007426,0.007426,0.007426
28,1597.7,1.06315,0.74025,1.17639,0.81803,0.68572,0.78289,0.51601,1.11891,0.72411,1.24687,0.007327,0.007327,0.007327
29,1653.48,1.05656,0.73897,1.17091,0.81996,0.68993,0.78625,0.51839,1.13917,0.70351,1.26351,0.007228,0.007228,0.007228
30,1709.62,1.05552,0.72762,1.16627,0.82208,0.69326,0.7894,0.5199,1.13492,0.70323,1.25339,0.007129,0.007129,0.007129
31,1765.47,1.05529,0.73508,1.17933,0.81999,0.69138,0.78778,0.52342,1.12367,0.70198,1.24526,0.00703,0.00703,0.00703
32,1821.21,1.05901,0.73145,1.16589,0.82067,0.6907,0.7877,0.52184,1.10328,0.68392,1.22404,0.006931,0.006931,0.006931
33,1877.29,1.05001,0.72419,1.16066,0.81917,0.68988,0.78702,0.51944,1.11336,0.7098,1.24157,0.006832,0.006832,0.006832
34,1933.03,1.04891,0.72706,1.16162,0.82465,0.69837,0.79098,0.52696,1.12569,0.68776,1.24642,0.006733,0.006733,0.006733
35,1988.9,1.03766,0.71784,1.16061,0.82551,0.6917,0.79103,0.52707,1.10523,0.67909,1.23644,0.006634,0.006634,0.006634
36,2045.06,1.02841,0.7084,1.15783,0.82417,0.69663,0.79291,0.52623,1.10584,0.68693,1.23105,0.006535,0.006535,0.006535
37,2101.21,1.04075,0.7146,1.16083,0.82461,0.69675,0.79445,0.52865,1.12257,0.67672,1.24738,0.006436,0.006436,0.006436
38,2157.21,1.03719,0.71099,1.16237,0.82129,0.70201,0.79632,0.53007,1.10316,0.68583,1.23103,0.006337,0.006337,0.006337
39,2213.06,1.02226,0.70471,1.15323,0.82684,0.69803,0.79442,0.52877,1.10552,0.6739,1.23413,0.006238,0.006238,0.006238
40,2269.16,1.02686,0.70462,1.15096,0.82161,0.70523,0.79622,0.5312,1.0989,0.68086,1.22486,0.006139,0.006139,0.006139
41,2325.21,1.0237,0.70465,1.15306,0.82244,0.70547,0.79678,0.53339,1.10461,0.66948,1.2331,0.00604,0.00604,0.00604
42,2381.32,1.02795,0.6958,1.14437,0.82881,0.70409,0.80023,0.53516,1.11125,0.66075,1.23789,0.005941,0.005941,0.005941
43,2437.65,1.01334,0.69484,1.15311,0.82922,0.70481,0.7993,0.53516,1.09902,0.6588,1.2314,0.005842,0.005842,0.005842
44,2493.68,1.00032,0.68921,1.14484,0.82731,0.70661,0.79961,0.53478,1.08857,0.66275,1.22069,0.005743,0.005743,0.005743
45,2549.61,1.00358,0.68486,1.14053,0.82851,0.70661,0.80127,0.53726,1.10192,0.65993,1.22777,0.005644,0.005644,0.005644
46,2605.13,1.02094,0.69395,1.14346,0.8244,0.70788,0.80051,0.53766,1.09692,0.653,1.21831,0.005545,0.005545,0.005545
47,2660.79,1.01231,0.68334,1.1397,0.82909,0.7065,0.80023,0.53753,1.09868,0.65855,1.22708,0.005446,0.005446,0.005446
48,2716.62,1.00503,0.68726,1.14448,0.82761,0.71062,0.8025,0.53903,1.10287,0.6529,1.23053,0.005347,0.005347,0.005347
49,2772.67,0.99693,0.67816,1.14568,0.82827,0.71041,0.80292,0.53916,1.0894,0.65593,1.22423,0.005248,0.005248,0.005248
50,2828.7,1.00425,0.67515,1.13799,0.82797,0.7108,0.80412,0.54087,1.094,0.64403,1.22343,0.005149,0.005149,0.005149
51,2884.66,0.98872,0.6676,1.13031,0.82889,0.71114,0.80477,0.54252,1.08313,0.63725,1.21935,0.00505,0.00505,0.00505
52,2940.42,0.98986,0.66918,1.13434,0.8316,0.7106,0.80416,0.54325,1.08672,0.64673,1.2205,0.004951,0.004951,0.004951
53,2996.56,0.99528,0.66755,1.12585,0.82355,0.71677,0.80501,0.54146,1.08174,0.63733,1.21935,0.004852,0.004852,0.004852
54,3051.99,0.98719,0.66467,1.12637,0.83322,0.71172,0.80579,0.54379,1.08479,0.6373,1.21564,0.004753,0.004753,0.004753
55,3107.82,0.98798,0.65776,1.13094,0.83033,0.71155,0.80421,0.54242,1.09044,0.64622,1.22338,0.004654,0.004654,0.004654
56,3163.56,0.99041,0.66686,1.13027,0.8316,0.71336,0.80601,0.54458,1.06975,0.6432,1.20429,0.004555,0.004555,0.004555
57,3219.54,0.98945,0.65915,1.12327,0.83075,0.7157,0.80674,0.54601,1.08021,0.63723,1.21318,0.004456,0.004456,0.004456
58,3275.24,0.98398,0.66071,1.12931,0.83323,0.71423,0.80662,0.54822,1.06387,0.63047,1.20446,0.004357,0.004357,0.004357
59,3331.13,0.98829,0.65994,1.13143,0.82796,0.71905,0.80776,0.54621,1.07768,0.62872,1.21478,0.004258,0.004258,0.004258
60,3386.79,0.97355,0.64507,1.1166,0.83285,0.71556,0.80812,0.5458,1.0831,0.63556,1.21796,0.004159,0.004159,0.004159
61,3442.58,0.98189,0.64908,1.12228,0.82943,0.71759,0.80806,0.54759,1.07792,0.62598,1.21632,0.00406,0.00406,0.00406
62,3498.05,0.96003,0.63986,1.11706,0.83162,0.71777,0.80803,0.54765,1.07405,0.62692,1.20749,0.003961,0.003961,0.003961
63,3553.54,0.9593,0.63608,1.10605,0.83191,0.719,0.80911,0.54922,1.07015,0.62578,1.20865,0.003862,0.003862,0.003862
64,3609.58,0.96275,0.63186,1.11037,0.83103,0.71908,0.80948,0.54829,1.0706,0.62589,1.20748,0.003763,0.003763,0.003763
65,3665.24,0.96396,0.63556,1.11716,0.83067,0.72119,0.81016,0.54974,1.07248,0.62188,1.214,0.003664,0.003664,0.003664
66,3720.89,0.95129,0.6327,1.10329,0.83082,0.72004,0.81084,0.55045,1.07593,0.61861,1.20985,0.003565,0.003565,0.003565
67,3776.41,0.96603,0.64386,1.11327,0.83274,0.72124,0.81142,0.55047,1.07981,0.61895,1.21566,0.003466,0.003466,0.003466
68,3832.36,0.95974,0.63253,1.10844,0.83155,0.72149,0.81074,0.55003,1.07689,0.61897,1.21316,0.003367,0.003367,0.003367
69,3887.91,0.94149,0.62188,1.10145,0.83278,0.72242,0.81151,0.55151,1.07164,0.6171,1.20675,0.003268,0.003268,0.003268
70,3943.87,0.93986,0.61898,1.09922,0.83196,0.72337,0.81069,0.55072,1.07263,0.61612,1.21004,0.003169,0.003169,0.003169
71,3999.69,0.94193,0.61071,1.1008,0.83614,0.71885,0.81124,0.55153,1.06695,0.61481,1.20733,0.00307,0.00307,0.00307
72,4055.11,0.93912,0.60682,1.09586,0.83506,0.72031,0.81181,0.55199,1.07209,0.61594,1.21061,0.002971,0.002971,0.002971
73,4111.03,0.91926,0.6089,1.10777,0.83371,0.72293,0.81163,0.55158,1.07385,0.61798,1.21414,0.002872,0.002872,0.002872
74,4166.67,0.91283,0.59804,1.09839,0.83271,0.72255,0.81144,0.55199,1.07346,0.61558,1.21501,0.002773,0.002773,0.002773
75,4222.46,0.93342,0.60732,1.09462,0.83444,0.72342,0.81211,0.55191,1.06897,0.61467,1.21046,0.002674,0.002674,0.002674
76,4278.35,0.93093,0.60199,1.08907,0.83426,0.72281,0.81183,0.55225,1.06993,0.61128,1.21032,0.002575,0.002575,0.002575
77,4333.89,0.91741,0.59474,1.08877,0.83456,0.72415,0.8125,0.55267,1.06936,0.60761,1.21224,0.002476,0.002476,0.002476
78,4390.13,0.90509,0.58538,1.08285,0.83373,0.72446,0.8121,0.55298,1.06859,0.60836,1.21369,0.002377,0.002377,0.002377
79,4445.95,0.90249,0.5814,1.07582,0.83223,0.72637,0.8119,0.55203,1.07408,0.609,1.21855,0.002278,0.002278,0.002278
80,4501.4,0.91561,0.58882,1.08175,0.83183,0.72754,0.81241,0.55294,1.07005,0.60882,1.21668,0.002179,0.002179,0.002179
81,4557.36,0.90539,0.58152,1.07737,0.83342,0.72656,0.81277,0.55342,1.07065,0.60755,1.21786,0.00208,0.00208,0.00208
82,4612.9,0.91057,0.57918,1.07247,0.8349,0.72553,0.81278,0.5535,1.07082,0.6074,1.21615,0.001981,0.001981,0.001981
83,4668.87,0.88313,0.56894,1.0732,0.83675,0.72402,0.8129,0.55304,1.07347,0.60886,1.21842,0.001882,0.001882,0.001882
84,4724.34,0.88912,0.57035,1.07724,0.83462,0.72532,0.81291,0.5535,1.06958,0.609,1.21627,0.001783,0.001783,0.001783
85,4779.98,0.90145,0.57398,1.07421,0.83439,0.72529,0.81314,0.55388,1.06958,0.60878,1.21547,0.001684,0.001684,0.001684
86,4835.68,0.8813,0.56291,1.06884,0.83432,0.72502,0.81244,0.55376,1.06947,0.60876,1.21788,0.001585,0.001585,0.001585
87,4891.37,0.88866,0.55994,1.06199,0.83473,0.72361,0.81199,0.55322,1.07089,0.60943,1.21984,0.001486,0.001486,0.001486
88,4947.02,0.87133,0.54956,1.06004,0.83477,0.72582,0.81242,0.55356,1.07179,0.60931,1.21867,0.001387,0.001387,0.001387
89,5002.5,0.88098,0.55364,1.0656,0.83391,0.72505,0.81244,0.55343,1.0729,0.60892,1.21989,0.001288,0.001288,0.001288
90,5058.06,0.87103,0.54845,1.063,0.83314,0.72545,0.81242,0.55325,1.07449,0.6093,1.22189,0.001189,0.001189,0.001189
91,5114.66,0.86489,0.48858,1.0366,0.83407,0.7246,0.81176,0.55295,1.07625,0.60979,1.22554,0.00109,0.00109,0.00109
92,5169.97,0.85492,0.47685,1.02703,0.83366,0.72462,0.81116,0.55233,1.07921,0.60974,1.22899,0.000991,0.000991,0.000991
93,5225.11,0.82709,0.46622,1.02758,0.83584,0.72313,0.81102,0.55174,1.08163,0.61097,1.23266,0.000892,0.000892,0.000892
94,5280.43,0.83936,0.46972,1.02055,0.83562,0.72357,0.81091,0.55114,1.08305,0.61178,1.23643,0.000793,0.000793,0.000793
95,5335.64,0.82122,0.4599,1.01798,0.83781,0.72152,0.81039,0.55081,1.08361,0.61162,1.23987,0.000694,0.000694,0.000694
96,5390.61,0.82114,0.45415,1.01464,0.83535,0.72227,0.81019,0.55051,1.08587,0.61221,1.24305,0.000595,0.000595,0.000595
97,5446.23,0.80604,0.4484,1.00499,0.83499,0.72361,0.8104,0.55024,1.08814,0.61316,1.24682,0.000496,0.000496,0.000496
98,5501.33,0.81413,0.44486,1.0083,0.83405,0.7239,0.80999,0.54966,1.08896,0.61417,1.24842,0.000397,0.000397,0.000397
99,5556.99,0.81128,0.44345,1.00431,0.8339,0.72436,0.80976,0.54937,1.09084,0.615,1.25123,0.000298,0.000298,0.000298
100,5612.4,0.80149,0.43561,1.00319,0.83442,0.72323,0.80944,0.54897,1.09162,0.61593,1.25321,0.000199,0.000199,0.000199
|