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
1,144.706,1.64015,2.75913,1.91888,0.24618,0.22473,0.13509,0.04744,2.16796,2.71729,2.17674,0.00329365,0.00329365,0.00329365
2,183.557,1.55565,2.07306,1.75324,0.17907,0.18351,0.09247,0.02546,2.56983,3.68747,2.78103,0.00660512,0.00660512,0.00660512
3,220.54,1.64606,2.18882,1.7975,0.19461,0.15957,0.09153,0.02484,2.80257,7.26229,3.14495,0.00989458,0.00989458,0.00989458
4,257.749,1.86963,2.4545,1.99828,0.0409,0.14495,0.01244,0.00309,3.09919,16.4676,4.05875,0.009901,0.009901,0.009901
5,294.618,1.85601,2.46882,1.9936,0.14013,0.15559,0.05746,0.01642,2.83934,8.16939,3.55599,0.009868,0.009868,0.009868
6,331.534,1.82628,2.35709,1.95453,0.04155,0.09707,0.01646,0.0046,2.8026,4.71202,2.93051,0.009835,0.009835,0.009835
7,368.143,1.78181,2.32782,1.9207,0.12919,0.18218,0.07005,0.02134,2.56258,4.27025,2.69878,0.009802,0.009802,0.009802
8,405.446,1.72807,2.20695,1.8596,0.26002,0.31782,0.181,0.05874,2.29623,4.35245,2.40943,0.009769,0.009769,0.009769
9,442.494,1.67828,2.17412,1.84048,0.21665,0.20878,0.11663,0.03512,2.41463,3.48321,2.46348,0.009736,0.009736,0.009736
10,479.201,1.61643,2.01133,1.77611,0.41105,0.36968,0.28656,0.10005,2.18646,2.75373,2.22105,0.009703,0.009703,0.009703
11,515.873,1.61877,2.01414,1.78076,0.32526,0.39761,0.26744,0.09264,2.28699,2.5385,2.30187,0.00967,0.00967,0.00967
12,552.592,1.59535,1.90744,1.749,0.33659,0.37633,0.28485,0.10963,2.2355,2.58244,2.30311,0.009637,0.009637,0.009637
13,589.607,1.55678,1.83856,1.71489,0.31543,0.35771,0.29764,0.11816,2.24434,2.51149,2.30229,0.009604,0.009604,0.009604
14,626.589,1.5263,1.84262,1.71568,0.3958,0.43555,0.32503,0.11032,2.14111,2.45774,2.23969,0.009571,0.009571,0.009571
15,663.316,1.51571,1.78031,1.70103,0.46227,0.44699,0.3909,0.13482,2.13975,2.20811,2.16313,0.009538,0.009538,0.009538
16,700.129,1.50229,1.73629,1.6774,0.50979,0.4508,0.44155,0.16855,2.03913,1.97131,2.02546,0.009505,0.009505,0.009505
17,737.287,1.46444,1.67792,1.65708,0.511,0.35771,0.33806,0.11745,2.08686,2.39751,2.1096,0.009472,0.009472,0.009472
18,773.978,1.46078,1.63684,1.63166,0.42957,0.42819,0.38281,0.14792,2.10676,2.06618,2.16111,0.009439,0.009439,0.009439
19,810.774,1.43364,1.62871,1.60826,0.52397,0.48271,0.45782,0.17995,2.04764,2.02101,2.04044,0.009406,0.009406,0.009406
20,847.531,1.41947,1.59426,1.61591,0.54815,0.50931,0.46281,0.20239,2.03846,1.91942,2.06223,0.009373,0.009373,0.009373
21,884.681,1.38884,1.5025,1.5919,0.47947,0.47074,0.42147,0.15597,2.13885,1.94037,2.1368,0.00934,0.00934,0.00934
22,921.489,1.39798,1.54945,1.59096,0.60169,0.55319,0.56279,0.22436,1.91665,1.74729,1.94966,0.009307,0.009307,0.009307
23,958.562,1.3726,1.48248,1.55892,0.56145,0.56117,0.5466,0.23781,1.95206,1.66429,1.93243,0.009274,0.009274,0.009274
24,995.108,1.38016,1.49268,1.57813,0.61638,0.52793,0.56847,0.22614,1.98905,1.72227,1.99812,0.009241,0.009241,0.009241
25,1031.66,1.38028,1.4468,1.58258,0.61566,0.51596,0.5313,0.2306,1.94927,1.70144,1.9495,0.009208,0.009208,0.009208
26,1068.42,1.33789,1.41444,1.54281,0.58781,0.53457,0.5384,0.22976,1.99657,1.78982,1.94656,0.009175,0.009175,0.009175
27,1105.28,1.33743,1.42032,1.54809,0.57136,0.53856,0.54788,0.22373,2.02701,1.77907,2.02876,0.009142,0.009142,0.009142
28,1141.76,1.35165,1.38224,1.56625,0.60789,0.55319,0.56071,0.24632,1.96677,1.65878,1.96213,0.009109,0.009109,0.009109
29,1178.64,1.31867,1.39241,1.53825,0.67949,0.5984,0.63581,0.26819,1.90403,1.59153,1.89226,0.009076,0.009076,0.009076
30,1215.29,1.31463,1.33786,1.53262,0.66598,0.61835,0.65066,0.28394,1.90497,1.52108,1.89862,0.009043,0.009043,0.009043
31,1252.27,1.29292,1.31466,1.53214,0.65045,0.54255,0.59256,0.26076,1.95744,1.64426,1.93979,0.00901,0.00901,0.00901
32,1288.87,1.3013,1.34629,1.51364,0.62541,0.55718,0.58071,0.25376,1.93071,1.67119,1.94728,0.008977,0.008977,0.008977
33,1325.31,1.29426,1.31949,1.51196,0.66293,0.60415,0.62628,0.2722,1.94398,1.57359,1.87965,0.008944,0.008944,0.008944
34,1361.66,1.25682,1.28368,1.48214,0.66417,0.56915,0.62903,0.27388,1.96619,1.55513,1.92984,0.008911,0.008911,0.008911
35,1398.51,1.28038,1.27043,1.51466,0.66949,0.61145,0.64873,0.28066,1.91505,1.52899,1.90409,0.008878,0.008878,0.008878
36,1435.3,1.26099,1.27898,1.50387,0.6718,0.66417,0.66355,0.30073,1.86029,1.47472,1.87508,0.008845,0.008845,0.008845
37,1472.1,1.23819,1.24827,1.48492,0.71512,0.64229,0.68241,0.3085,1.85901,1.42921,1.87656,0.008812,0.008812,0.008812
38,1508.79,1.24134,1.20698,1.47522,0.70535,0.60482,0.65418,0.29067,1.92358,1.43584,1.89631,0.008779,0.008779,0.008779
39,1545.63,1.22958,1.20277,1.47106,0.69835,0.6383,0.6842,0.31136,1.92827,1.38144,1.90854,0.008746,0.008746,0.008746
40,1582.61,1.20056,1.18398,1.45607,0.67239,0.61569,0.63301,0.27052,1.91216,1.49516,1.90688,0.008713,0.008713,0.008713
41,1619.1,1.22722,1.21758,1.47679,0.7027,0.63298,0.65009,0.28002,1.95909,1.40567,1.94702,0.00868,0.00868,0.00868
42,1655.73,1.20146,1.19265,1.45919,0.71371,0.6516,0.6973,0.31506,1.85546,1.38069,1.84674,0.008647,0.008647,0.008647
43,1692.63,1.20043,1.17691,1.45667,0.6907,0.64894,0.67864,0.30385,1.89604,1.39698,1.91072,0.008614,0.008614,0.008614
44,1729.26,1.18999,1.13015,1.43803,0.71562,0.62899,0.66832,0.30027,1.87701,1.41171,1.90455,0.008581,0.008581,0.008581
45,1765.83,1.16917,1.14773,1.43035,0.69584,0.63298,0.64983,0.27553,1.98803,1.43185,1.99125,0.008548,0.008548,0.008548
46,1802.33,1.18762,1.14036,1.4489,0.7151,0.66422,0.67588,0.29697,1.89568,1.3322,1.91148,0.008515,0.008515,0.008515
47,1838.87,1.17481,1.12042,1.42954,0.69835,0.67819,0.68481,0.31531,1.86776,1.3731,1.88064,0.008482,0.008482,0.008482
48,1875.89,1.16158,1.09571,1.41099,0.70531,0.64291,0.68167,0.30219,1.91552,1.3054,1.87859,0.008449,0.008449,0.008449
49,1912.58,1.1443,1.0724,1.39609,0.68944,0.67309,0.66487,0.29267,1.93537,1.34218,1.91874,0.008416,0.008416,0.008416
50,1949.16,1.1619,1.07628,1.4083,0.72132,0.68149,0.71807,0.31317,1.90454,1.26829,1.88874,0.008383,0.008383,0.008383
51,1985.87,1.14707,1.04186,1.39332,0.7211,0.63263,0.66902,0.29222,1.89601,1.3635,1.90604,0.00835,0.00835,0.00835
52,2022.54,1.146,1.07046,1.41549,0.73011,0.68085,0.70692,0.31349,1.92761,1.27259,1.95161,0.008317,0.008317,0.008317
53,2059.2,1.12629,1.06816,1.41854,0.77928,0.66489,0.74281,0.3335,1.90771,1.2652,1.94109,0.008284,0.008284,0.008284
54,2095.87,1.13739,1.06209,1.40729,0.7541,0.64434,0.68309,0.30459,1.87849,1.32259,1.87245,0.008251,0.008251,0.008251
55,2132.48,1.13136,1.03822,1.40462,0.76008,0.68669,0.73691,0.33368,1.88865,1.24295,1.88202,0.008218,0.008218,0.008218
56,2169.4,1.12248,1.01972,1.38797,0.7344,0.71144,0.72048,0.32287,1.8804,1.24394,1.87951,0.008185,0.008185,0.008185
57,2205.99,1.11867,1.01681,1.38011,0.75774,0.69046,0.73877,0.34224,1.86992,1.20398,1.88878,0.008152,0.008152,0.008152
58,2242.71,1.11141,0.994,1.38824,0.73942,0.67166,0.70745,0.32481,1.86509,1.26779,1.89326,0.008119,0.008119,0.008119
59,2279.17,1.10448,1.00216,1.38558,0.72625,0.67383,0.72146,0.33015,1.87289,1.23025,1.88305,0.008086,0.008086,0.008086
60,2315.77,1.08777,0.97361,1.36299,0.75247,0.71149,0.74001,0.33759,1.92609,1.19741,1.93315,0.008053,0.008053,0.008053
61,2352.47,1.09183,0.99574,1.37196,0.73295,0.71543,0.72575,0.32061,1.88274,1.26829,1.92886,0.00802,0.00802,0.00802
62,2388.85,1.0958,0.98109,1.3683,0.75523,0.72213,0.74172,0.34545,1.86311,1.19978,1.89079,0.007987,0.007987,0.007987
63,2425.42,1.07515,0.9614,1.36514,0.77304,0.67952,0.72404,0.32075,1.93325,1.22919,1.9316,0.007954,0.007954,0.007954
64,2461.87,1.06421,0.97155,1.35426,0.75888,0.71987,0.73863,0.34048,1.87613,1.19971,1.89388,0.007921,0.007921,0.007921
65,2498.82,1.06957,0.95549,1.35839,0.74464,0.72739,0.74822,0.34171,1.87727,1.16775,1.8933,0.007888,0.007888,0.007888
66,2535.34,1.0886,0.95022,1.37245,0.78207,0.69197,0.74593,0.3444,1.8893,1.14612,1.93054,0.007855,0.007855,0.007855
67,2571.77,1.05974,0.94336,1.34207,0.77962,0.69947,0.74178,0.33726,1.89145,1.13766,1.91333,0.007822,0.007822,0.007822
68,2608.18,1.05211,0.93506,1.3422,0.7252,0.7008,0.72044,0.31629,1.91749,1.24743,1.92295,0.007789,0.007789,0.007789
69,2644.91,1.03772,0.9098,1.33493,0.75242,0.71144,0.74512,0.336,1.88099,1.18913,1.91506,0.007756,0.007756,0.007756
70,2681.52,1.05925,0.92218,1.35153,0.756,0.70612,0.71874,0.31871,1.90852,1.14011,1.9474,0.007723,0.007723,0.007723
71,2717.9,1.03106,0.90002,1.33836,0.76135,0.71011,0.73319,0.33193,1.91843,1.17843,1.9232,0.00769,0.00769,0.00769
72,2754.39,1.05317,0.90167,1.34581,0.7479,0.72872,0.73386,0.33819,1.87343,1.16165,1.91536,0.007657,0.007657,0.007657
73,2791.12,1.04173,0.91178,1.33676,0.77195,0.69947,0.7457,0.3356,1.9054,1.14901,1.93031,0.007624,0.007624,0.007624
74,2827.73,1.03777,0.91377,1.33428,0.7304,0.7008,0.72487,0.34249,1.88742,1.14965,1.92856,0.007591,0.007591,0.007591
75,2864.2,1.03265,0.89013,1.32926,0.7805,0.714,0.75707,0.35433,1.89287,1.115,1.92255,0.007558,0.007558,0.007558
76,2900.77,1.0281,0.88171,1.31634,0.73676,0.74867,0.74674,0.34665,1.87166,1.12808,1.88446,0.007525,0.007525,0.007525
77,2937.48,1.02582,0.86946,1.32718,0.7668,0.704,0.72647,0.32852,1.91255,1.14176,1.9253,0.007492,0.007492,0.007492
78,2974.03,1.03239,0.87464,1.33022,0.75544,0.71065,0.73831,0.35016,1.89827,1.09086,1.91141,0.007459,0.007459,0.007459
79,3010.46,1.02665,0.87048,1.31936,0.78431,0.69947,0.73332,0.34914,1.86689,1.09811,1.89885,0.007426,0.007426,0.007426
80,3046.78,1.0059,0.8498,1.30669,0.77124,0.74734,0.75433,0.35545,1.8809,1.11056,1.88729,0.007393,0.007393,0.007393
81,3083.31,0.98275,0.85632,1.28923,0.76367,0.73404,0.74193,0.33763,1.88328,1.11943,1.93466,0.00736,0.00736,0.00736
82,3120.19,1.00052,0.87249,1.30662,0.78115,0.7234,0.75636,0.34709,1.8885,1.09232,1.93602,0.007327,0.007327,0.007327
83,3156.81,1.00033,0.83628,1.30439,0.75888,0.71567,0.72988,0.34954,1.8524,1.12886,1.85995,0.007294,0.007294,0.007294
84,3193.29,0.9879,0.81285,1.29255,0.75067,0.7487,0.74857,0.34702,1.92039,1.09011,1.95761,0.007261,0.007261,0.007261
85,3229.67,0.98508,0.83006,1.29223,0.76863,0.73775,0.74853,0.35456,1.88288,1.09639,1.92344,0.007228,0.007228,0.007228
86,3266.15,1.00684,0.82296,1.30971,0.76678,0.73012,0.75325,0.3492,1.91947,1.07724,1.96937,0.007195,0.007195,0.007195
87,3302.65,0.97145,0.80804,1.28646,0.75905,0.72471,0.73606,0.35032,1.89215,1.10068,1.94103,0.007162,0.007162,0.007162
88,3339.01,0.96173,0.82766,1.28153,0.75511,0.74867,0.75317,0.35322,1.88851,1.07668,1.94819,0.007129,0.007129,0.007129
89,3375.4,0.98441,0.80921,1.29402,0.75088,0.74601,0.7592,0.34555,1.8994,1.08917,1.9559,0.007096,0.007096,0.007096
90,3411.95,0.97352,0.81729,1.28648,0.76822,0.72473,0.74909,0.34647,1.91503,1.08419,1.95204,0.007063,0.007063,0.007063
91,3448.54,0.98223,0.80265,1.29327,0.79419,0.73381,0.77509,0.36063,1.86758,1.08727,1.90942,0.00703,0.00703,0.00703
92,3485.27,0.93991,0.78224,1.26148,0.7852,0.734,0.77107,0.35604,1.9019,1.07716,1.97271,0.006997,0.006997,0.006997
93,3522,0.97197,0.79825,1.27646,0.75478,0.73936,0.75899,0.357,1.87547,1.0931,1.91051,0.006964,0.006964,0.006964
94,3558.55,0.95981,0.77933,1.27069,0.78355,0.74133,0.76364,0.35468,1.89083,1.07635,1.90559,0.006931,0.006931,0.006931
95,3595.15,0.95155,0.78051,1.278,0.77149,0.75424,0.77958,0.35714,1.91175,1.05881,1.95982,0.006898,0.006898,0.006898
96,3631.83,0.95794,0.77983,1.26784,0.74064,0.75948,0.74873,0.34421,1.92945,1.08255,1.95768,0.006865,0.006865,0.006865
97,3668.35,0.96169,0.77797,1.27227,0.76916,0.72739,0.7684,0.36235,1.91584,1.06626,1.96419,0.006832,0.006832,0.006832
98,3705.25,0.94564,0.77152,1.26749,0.79445,0.77128,0.79345,0.37902,1.88217,1.03534,1.93285,0.006799,0.006799,0.006799
99,3741.97,0.96082,0.77735,1.26854,0.76637,0.75,0.7644,0.34818,1.91185,1.0663,1.93517,0.006766,0.006766,0.006766
100,3778.56,0.93499,0.77813,1.25294,0.75177,0.76064,0.76432,0.34504,1.92903,1.07095,1.99704,0.006733,0.006733,0.006733
101,3814.93,0.92441,0.73843,1.25199,0.75789,0.7633,0.77236,0.35811,1.87756,1.0477,1.94403,0.0067,0.0067,0.0067
102,3851.29,0.93807,0.76054,1.26022,0.75601,0.74577,0.76099,0.35503,1.88889,1.06172,1.93209,0.006667,0.006667,0.006667
103,3887.91,0.92522,0.74322,1.25178,0.76273,0.74867,0.7666,0.35785,1.89562,1.02117,1.95602,0.006634,0.006634,0.006634
104,3924.64,0.92688,0.75048,1.25582,0.76616,0.76684,0.7661,0.34858,1.92262,1.00747,1.99533,0.006601,0.006601,0.006601
105,3961.13,0.92927,0.75462,1.25239,0.78361,0.75606,0.77206,0.35796,1.88213,1.05039,1.94183,0.006568,0.006568,0.006568
106,3997.5,0.92422,0.74908,1.24722,0.76421,0.76862,0.77771,0.36706,1.87653,1.02517,1.93183,0.006535,0.006535,0.006535
107,4034.1,0.91925,0.73885,1.23393,0.75975,0.74853,0.76177,0.35921,1.88248,1.0193,1.9454,0.006502,0.006502,0.006502
108,4070.82,0.92909,0.74778,1.24486,0.78451,0.76197,0.76344,0.35096,1.87454,1.02108,1.97188,0.006469,0.006469,0.006469
109,4107.29,0.91765,0.74215,1.23916,0.78796,0.76064,0.78322,0.35626,1.89963,1.02481,1.96653,0.006436,0.006436,0.006436
110,4143.65,0.90207,0.73011,1.23888,0.78999,0.74033,0.75364,0.35342,1.87928,1.03691,1.95398,0.006403,0.006403,0.006403
111,4180,0.9081,0.71391,1.23722,0.75773,0.77358,0.76313,0.35749,1.89591,1.02605,2.00331,0.00637,0.00637,0.00637
112,4216.82,0.906,0.7248,1.24334,0.74748,0.75532,0.75671,0.35955,1.8743,1.052,1.95187,0.006337,0.006337,0.006337
113,4253.32,0.8889,0.69353,1.22663,0.78819,0.7234,0.75675,0.35667,1.90672,1.04008,1.9745,0.006304,0.006304,0.006304
114,4289.78,0.89656,0.71831,1.22133,0.7404,0.73005,0.74371,0.3491,1.90783,1.07776,2.00117,0.006271,0.006271,0.006271
115,4326.23,0.90069,0.70544,1.23132,0.77772,0.74867,0.7579,0.35608,1.90225,1.05602,1.96582,0.006238,0.006238,0.006238
116,4362.79,0.87351,0.70643,1.21387,0.75315,0.72624,0.72498,0.34999,1.89342,1.04975,1.98729,0.006205,0.006205,0.006205
117,4399.4,0.87864,0.70835,1.2215,0.76175,0.74335,0.74782,0.34951,1.91614,1.05029,1.99716,0.006172,0.006172,0.006172
118,4435.7,0.87847,0.68508,1.22331,0.75353,0.74202,0.73242,0.34625,1.90027,1.07378,2.00972,0.006139,0.006139,0.006139
119,4472.04,0.88645,0.6977,1.22622,0.7365,0.75822,0.74152,0.35242,1.89269,1.05717,1.9712,0.006106,0.006106,0.006106
120,4508.61,0.88276,0.69626,1.21712,0.78463,0.76064,0.75687,0.35926,1.88998,1.04283,2.00384,0.006073,0.006073,0.006073
121,4545.15,0.87967,0.69159,1.2245,0.74416,0.77527,0.75474,0.36238,1.88852,1.02903,1.99032,0.00604,0.00604,0.00604
122,4581.64,0.87213,0.69116,1.20831,0.76711,0.75532,0.75598,0.35657,1.90782,1.02557,1.99207,0.006007,0.006007,0.006007
123,4618,0.85706,0.68438,1.20396,0.76006,0.75266,0.7623,0.34945,1.91921,1.02776,2.00209,0.005974,0.005974,0.005974
124,4654.56,0.8575,0.67823,1.21366,0.7536,0.76197,0.76961,0.36024,1.9031,1.03178,1.98366,0.005941,0.005941,0.005941
125,4691.16,0.85667,0.67357,1.205,0.7594,0.77394,0.76646,0.35655,1.90472,1.02551,1.99777,0.005908,0.005908,0.005908
126,4727.59,0.84801,0.67242,1.19595,0.76189,0.75532,0.76245,0.35449,1.91726,0.99134,2.02493,0.005875,0.005875,0.005875
127,4763.96,0.84895,0.6693,1.20784,0.76322,0.75441,0.76509,0.36396,1.89237,1.01635,2.01308,0.005842,0.005842,0.005842
128,4800.34,0.86064,0.69291,1.20797,0.76525,0.74202,0.76412,0.36485,1.87768,1.03165,1.96058,0.005809,0.005809,0.005809
129,4837.06,0.8377,0.6579,1.19722,0.76656,0.75931,0.7647,0.3653,1.90302,1.03896,2.00867,0.005776,0.005776,0.005776
130,4873.74,0.86554,0.66837,1.21258,0.78985,0.75471,0.77647,0.36201,1.92425,1.02046,1.99132,0.005743,0.005743,0.005743
131,4910.16,0.84404,0.67698,1.20146,0.76453,0.76995,0.77463,0.35899,1.89438,1.0294,1.976,0.00571,0.00571,0.00571
132,4946.68,0.83285,0.63787,1.18787,0.74745,0.78324,0.77767,0.36355,1.93948,1.01661,2.04913,0.005677,0.005677,0.005677
133,4983.03,0.81597,0.64987,1.18253,0.77116,0.78059,0.76871,0.36234,1.90335,0.97786,2.0207,0.005644,0.005644,0.005644
134,5019.66,0.83824,0.64421,1.18829,0.75986,0.7766,0.76642,0.36017,1.91411,0.98317,2.03781,0.005611,0.005611,0.005611
135,5056.2,0.83086,0.64598,1.18843,0.76836,0.77394,0.76752,0.35491,1.90761,1.0191,2.04994,0.005578,0.005578,0.005578
136,5092.59,0.8262,0.64193,1.1794,0.78877,0.75665,0.77322,0.36272,1.92026,1.03322,2.03144,0.005545,0.005545,0.005545
137,5128.94,0.81725,0.63948,1.18625,0.76386,0.76997,0.77157,0.35935,1.89138,1.02315,1.99922,0.005512,0.005512,0.005512
138,5165.54,0.81989,0.63836,1.17522,0.7531,0.76197,0.75281,0.35109,1.90158,1.00719,2.01459,0.005479,0.005479,0.005479
139,5202.21,0.80912,0.64575,1.17713,0.75179,0.78324,0.75799,0.35406,1.90709,1.03242,2.04038,0.005446,0.005446,0.005446
140,5238.53,0.81862,0.63538,1.17361,0.76489,0.75,0.75764,0.35254,1.93313,1.0342,2.03815,0.005413,0.005413,0.005413
141,5275.15,0.82933,0.63379,1.18844,0.73939,0.78723,0.75931,0.35446,1.91446,1.03259,2.01312,0.00538,0.00538,0.00538
142,5311.6,0.80602,0.62423,1.16196,0.76182,0.75708,0.76267,0.35653,1.91281,1.00153,2.0204,0.005347,0.005347,0.005347
143,5348.21,0.80592,0.62366,1.17369,0.74919,0.76663,0.73971,0.33547,1.94311,1.01976,2.05789,0.005314,0.005314,0.005314
144,5384.69,0.79718,0.61433,1.17517,0.72935,0.78121,0.74107,0.34647,1.9248,1.02691,2.06762,0.005281,0.005281,0.005281
145,5420.92,0.79333,0.61235,1.1687,0.75598,0.77261,0.75076,0.35505,1.93686,1.02893,2.07197,0.005248,0.005248,0.005248
146,5457.36,0.80153,0.61039,1.1664,0.77335,0.7766,0.76206,0.36055,1.92153,1.01283,2.04385,0.005215,0.005215,0.005215
147,5494.08,0.77493,0.61089,1.15497,0.74061,0.78214,0.76218,0.3602,1.92044,0.9991,2.06985,0.005182,0.005182,0.005182
148,5530.59,0.77978,0.60307,1.15931,0.7426,0.78265,0.75716,0.35822,1.929,0.97284,2.0844,0.005149,0.005149,0.005149