roi_model/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
1,18.5958,2.97709,4.94328,2.91003,0.00204,0.07995,0.00168,0.00034,3.03744,4.67839,3.0814,0.0001,0.0001,0.0001
2,41.0423,2.51567,3.75606,2.41963,0.22799,0.21441,0.12684,0.04455,1.97883,2.83613,2.14084,0.000209168,0.000209168,0.000209168
3,62.0386,1.85734,2.28754,1.75256,0.26424,0.6304,0.38375,0.20822,1.46488,2.42207,1.68945,0.000317466,0.000317466,0.000317466
4,79.1031,1.34343,1.54047,1.41913,0.45897,0.91176,0.51398,0.3511,1.12929,1.3729,1.33448,0.000424892,0.000424892,0.000424892
5,94.8891,1.1557,1.16084,1.21974,0.49501,0.996,0.54915,0.40082,1.01109,1.05379,1.14318,0.000531446,0.000531446,0.000531446
6,116.032,0.99486,1.03683,1.11612,0.4973,0.97898,0.58162,0.42429,1.06082,1.05737,1.14312,0.00063713,0.00063713,0.00063713
7,132.311,0.96437,0.98929,1.07178,0.49678,0.9894,0.52959,0.39366,0.98126,0.99532,1.13503,0.000741942,0.000741942,0.000741942
8,149.764,0.92927,0.95951,1.07295,0.5055,0.99139,0.56361,0.42307,0.96087,0.97832,1.10612,0.000845884,0.000845884,0.000845884
9,166.384,0.95559,0.94016,1.07932,0.51051,0.9855,0.61462,0.47361,0.89762,1.01472,1.08215,0.000948954,0.000948954,0.000948954
10,186.533,0.92287,0.88088,1.05309,0.5505,0.96536,0.66719,0.45754,1.19819,1.03582,1.221,0.00096436,0.00096436,0.00096436
11,201.204,0.93553,0.85521,1.05913,0.62539,0.90751,0.73841,0.52969,1.05778,0.89115,1.14793,0.0009604,0.0009604,0.0009604
12,221.336,0.88003,0.77398,1.03888,0.72729,0.83714,0.82218,0.63043,0.88065,0.84594,1.06317,0.00095644,0.00095644,0.00095644
13,247.757,0.83005,0.70789,1.01397,0.57942,0.96997,0.77867,0.57998,0.93096,0.98292,1.08371,0.00095248,0.00095248,0.00095248
14,261.993,0.81576,0.65886,1.00973,0.82102,0.92567,0.95183,0.72338,0.91239,0.69735,1.06824,0.00094852,0.00094852,0.00094852
15,286.311,0.82659,0.62342,1.00458,0.88498,0.86447,0.94789,0.74525,0.81258,0.62429,1.02248,0.00094456,0.00094456,0.00094456
16,306.522,0.7963,0.55922,1.00083,0.83745,0.94385,0.96822,0.75206,0.86861,0.59983,1.04953,0.0009406,0.0009406,0.0009406
17,322.069,0.77649,0.53261,0.99646,0.78227,0.9566,0.9441,0.76413,0.76818,0.5852,0.999,0.00093664,0.00093664,0.00093664
18,340.457,0.79584,0.56615,1.00566,0.7737,0.91501,0.91391,0.73516,0.77261,0.76688,1.00482,0.00093268,0.00093268,0.00093268
19,356.375,0.75719,0.54398,0.99636,0.7767,0.96775,0.95877,0.7632,0.81262,0.61519,1.02001,0.00092872,0.00092872,0.00092872
20,372.708,0.77448,0.49573,0.99438,0.70884,0.96333,0.8952,0.71561,0.79193,0.73038,1.02152,0.00092476,0.00092476,0.00092476
21,388.438,0.75731,0.5055,0.99196,0.69781,0.96099,0.87577,0.70584,0.77003,0.82165,1.01517,0.0009208,0.0009208,0.0009208
22,399.436,0.74815,0.44981,0.97735,0.81692,0.94559,0.95597,0.77166,0.78512,0.54282,1.02902,0.00091684,0.00091684,0.00091684
23,419.401,0.77155,0.46548,0.99876,0.74033,0.97153,0.90772,0.73382,0.77319,0.7727,1.03064,0.00091288,0.00091288,0.00091288
24,430.796,0.74825,0.45908,0.9982,0.8688,0.96235,0.97312,0.7855,0.76374,0.4771,1.03585,0.00090892,0.00090892,0.00090892
25,456.613,0.71556,0.42851,0.98948,0.98788,0.98837,0.99189,0.79779,0.77075,0.34725,1.04458,0.00090496,0.00090496,0.00090496
26,481.567,0.75282,0.42587,0.9931,0.7942,0.96871,0.94497,0.76152,0.7662,0.60375,1.05645,0.000901,0.000901,0.000901
27,492.748,0.78491,0.41685,1.00805,0.78861,0.95818,0.93696,0.74021,0.85067,0.61532,1.09942,0.00089704,0.00089704,0.00089704
28,508.737,0.83715,0.41592,1.03676,0.96139,0.96254,0.98725,0.79462,0.76777,0.38377,1.06232,0.00089308,0.00089308,0.00089308
29,522.347,0.80385,0.4052,1.02346,0.96304,0.94849,0.98757,0.79839,0.76831,0.37711,1.06601,0.00088912,0.00088912,0.00088912
30,544.42,0.76462,0.41273,1.00509,0.8404,0.92567,0.95482,0.76574,0.78658,0.52042,1.08147,0.00088516,0.00088516,0.00088516
31,561.505,0.7291,0.39005,0.99679,0.82737,0.94868,0.95911,0.79181,0.69961,0.50142,1.0255,0.0008812,0.0008812,0.0008812
32,575.714,0.70096,0.37703,0.98228,0.96527,0.96635,0.98853,0.80637,0.74992,0.35781,1.05174,0.00087724,0.00087724,0.00087724
33,596.154,0.69639,0.38136,0.99248,0.87408,0.90545,0.95429,0.76331,0.80938,0.59292,1.08483,0.00087328,0.00087328,0.00087328
34,612.058,0.77204,0.42921,0.99536,0.7653,0.89214,0.88514,0.65779,0.9427,0.82281,1.14545,0.00086932,0.00086932,0.00086932
35,628.359,0.80204,0.41169,1.04153,0.89077,0.90629,0.96597,0.77984,0.75635,0.54314,1.03604,0.00086536,0.00086536,0.00086536
36,640.018,0.7583,0.39078,0.9967,0.98956,0.98452,0.99253,0.79794,0.78254,0.34109,1.04318,0.0008614,0.0008614,0.0008614
37,653.436,0.68795,0.34202,0.98136,0.98998,0.97877,0.99145,0.79364,0.79812,0.33979,1.04674,0.00085744,0.00085744,0.00085744
38,666.144,0.66998,0.34112,0.97637,0.89565,0.93489,0.96631,0.77781,0.79125,0.4552,1.0837,0.00085348,0.00085348,0.00085348
39,680.42,0.7072,0.36204,0.99699,0.78898,0.93933,0.93605,0.75099,0.78718,0.62833,1.08988,0.00084952,0.00084952,0.00084952
40,695.716,0.68976,0.3657,0.98672,0.84555,0.95853,0.95967,0.78743,0.75471,0.4968,1.06806,0.00084556,0.00084556,0.00084556
41,710.491,0.68421,0.35843,0.98687,0.94416,0.94931,0.98462,0.80482,0.75189,0.38617,1.06139,0.0008416,0.0008416,0.0008416
42,725.716,0.68712,0.34153,0.95689,0.93995,0.94514,0.98508,0.79586,0.77919,0.41146,1.05472,0.00083764,0.00083764,0.00083764
43,741.55,0.65853,0.32764,0.94591,0.94531,0.90698,0.97591,0.80258,0.73887,0.43803,1.04252,0.00083368,0.00083368,0.00083368
44,755.639,0.65673,0.33636,0.96089,0.95015,0.98271,0.98787,0.81106,0.74016,0.35201,1.03219,0.00082972,0.00082972,0.00082972
45,776.656,0.64956,0.32772,0.96051,0.89305,0.98321,0.97401,0.79838,0.73529,0.39869,1.00856,0.00082576,0.00082576,0.00082576
46,791.721,0.63776,0.32396,0.94014,0.83647,0.93126,0.93126,0.75733,0.77828,0.58079,1.04837,0.0008218,0.0008218,0.0008218
47,803.014,0.65327,0.34275,0.95016,0.80074,0.95348,0.92388,0.75828,0.7531,0.61357,1.04305,0.00081784,0.00081784,0.00081784
48,814.631,0.64972,0.32839,0.94783,0.9551,0.95052,0.98569,0.81745,0.71806,0.35402,1.02915,0.00081388,0.00081388,0.00081388
49,826.811,0.64762,0.31456,0.95523,0.95698,0.93178,0.9841,0.8012,0.74978,0.39253,1.04761,0.00080992,0.00080992,0.00080992
50,842.416,0.67313,0.35759,0.9734,0.86296,0.93698,0.96605,0.7831,0.78618,0.461,1.10128,0.00080596,0.00080596,0.00080596
51,853.721,0.63686,0.31443,0.95398,0.97592,0.96581,0.98858,0.82586,0.68585,0.31237,1.05256,0.000802,0.000802,0.000802
52,875.577,0.6116,0.30133,0.9299,0.978,0.9667,0.9885,0.82295,0.71202,0.31573,1.05671,0.00079804,0.00079804,0.00079804
53,891.898,0.57596,0.31012,0.93022,0.89198,0.95462,0.97226,0.80447,0.7179,0.40516,1.06269,0.00079408,0.00079408,0.00079408
54,908.435,0.60467,0.31159,0.93235,0.97059,0.98707,0.99276,0.81117,0.77423,0.3162,1.08851,0.00079012,0.00079012,0.00079012
55,921.912,0.60641,0.30217,0.93274,0.99511,0.9964,0.99286,0.80723,0.76273,0.28251,1.06767,0.00078616,0.00078616,0.00078616
56,933.248,0.60836,0.32079,0.93605,0.96771,0.95475,0.98512,0.792,0.79998,0.35278,1.10473,0.0007822,0.0007822,0.0007822
57,944.313,0.59991,0.30705,0.93408,0.90879,0.97638,0.97204,0.7698,0.82494,0.40864,1.10844,0.00077824,0.00077824,0.00077824
58,960.379,0.60173,0.31545,0.93547,0.94824,0.97735,0.98431,0.80719,0.74482,0.35267,1.03611,0.00077428,0.00077428,0.00077428
59,974.644,0.58006,0.30669,0.91574,0.98772,0.99574,0.99218,0.81743,0.73458,0.29388,1.05051,0.00077032,0.00077032,0.00077032
60,986.596,0.57238,0.28797,0.91281,0.94434,0.96979,0.98834,0.81285,0.73283,0.33603,1.05521,0.00076636,0.00076636,0.00076636
61,1001.56,0.57302,0.28919,0.91324,0.94796,0.94941,0.98151,0.81001,0.72859,0.3758,1.05003,0.0007624,0.0007624,0.0007624
62,1014.27,0.54666,0.27993,0.89938,0.96318,0.96899,0.98534,0.81358,0.7414,0.35665,1.07451,0.00075844,0.00075844,0.00075844
63,1031.72,0.54906,0.27555,0.90954,0.97028,0.98004,0.98893,0.82104,0.73052,0.32318,1.07693,0.00075448,0.00075448,0.00075448
64,1049.49,0.53855,0.27397,0.91208,0.91194,0.92944,0.97308,0.81054,0.72054,0.47048,1.07332,0.00075052,0.00075052,0.00075052
65,1065.63,0.55766,0.27849,0.90926,0.87087,0.90467,0.95386,0.79482,0.70156,0.54766,1.04353,0.00074656,0.00074656,0.00074656
66,1081.46,0.54056,0.27215,0.89877,0.92678,0.93975,0.97544,0.81809,0.67978,0.43231,1.04254,0.0007426,0.0007426,0.0007426
67,1096.03,0.56795,0.30341,0.90648,0.98415,0.99537,0.99244,0.82465,0.70717,0.28242,1.04705,0.00073864,0.00073864,0.00073864
68,1107.33,0.57264,0.29072,0.91953,0.91752,0.95004,0.97595,0.81198,0.69806,0.46052,1.02914,0.00073468,0.00073468,0.00073468
69,1121.69,0.57805,0.28786,0.91555,0.92487,0.9541,0.97795,0.77222,0.84796,0.47094,1.10384,0.00073072,0.00073072,0.00073072
70,1134.79,0.55937,0.28819,0.9062,0.98171,0.97395,0.99106,0.81723,0.72604,0.32851,1.03914,0.00072676,0.00072676,0.00072676
71,1146.02,0.54413,0.28982,0.894,0.97287,0.97304,0.99036,0.8132,0.75347,0.33984,1.05021,0.0007228,0.0007228,0.0007228
72,1161.49,0.55487,0.29103,0.90862,0.96817,0.98669,0.99075,0.8179,0.72256,0.30964,1.02645,0.00071884,0.00071884,0.00071884
73,1175.64,0.51448,0.26836,0.88407,0.97663,0.9816,0.99136,0.80746,0.77035,0.31611,1.0543,0.00071488,0.00071488,0.00071488
74,1192.75,0.51867,0.2725,0.88787,0.97445,0.9755,0.98955,0.82171,0.69907,0.32014,1.00651,0.00071092,0.00071092,0.00071092
75,1208.57,0.52638,0.27693,0.90022,0.94591,0.97982,0.98743,0.81972,0.7108,0.354,1.0232,0.00070696,0.00070696,0.00070696
76,1220.73,0.50638,0.26431,0.88345,0.97655,0.98031,0.99084,0.82312,0.72588,0.3084,1.03209,0.000703,0.000703,0.000703
77,1231.66,0.5143,0.2627,0.88718,0.97675,0.98004,0.99099,0.81242,0.75473,0.31474,1.05005,0.00069904,0.00069904,0.00069904
78,1247.58,0.52068,0.27047,0.89105,0.98224,0.9865,0.99077,0.82342,0.73681,0.28536,1.03233,0.00069508,0.00069508,0.00069508
79,1268.72,0.51109,0.25991,0.88461,0.98453,0.97968,0.99098,0.83063,0.69939,0.29105,1.01294,0.00069112,0.00069112,0.00069112
80,1321.19,0.48642,0.25575,0.87103,0.95062,0.94701,0.98099,0.81691,0.71793,0.39356,1.0164,0.00068716,0.00068716,0.00068716
81,1339.52,0.4792,0.25478,0.87386,0.9034,0.92759,0.96267,0.78757,0.76087,0.53792,1.03226,0.0006832,0.0006832,0.0006832
82,1357.23,0.51748,0.2583,0.88695,0.97728,0.97162,0.98994,0.8223,0.71556,0.29826,1.00785,0.00067924,0.00067924,0.00067924
83,1400.82,0.50111,0.27473,0.87515,0.9779,0.96194,0.9898,0.83021,0.71413,0.30986,1.01435,0.00067528,0.00067528,0.00067528
84,1415.24,0.50975,0.25637,0.88586,0.9258,0.96711,0.98442,0.81467,0.74148,0.41247,1.02937,0.00067132,0.00067132,0.00067132
85,1431.85,0.48897,0.25699,0.87134,0.93187,0.96298,0.98501,0.81983,0.71431,0.38543,1.01805,0.00066736,0.00066736,0.00066736
86,1473.98,0.49869,0.2605,0.88063,0.98207,0.98464,0.99188,0.82214,0.74699,0.30059,1.03114,0.0006634,0.0006634,0.0006634
87,1489.2,0.46929,0.24553,0.87433,0.98393,0.97953,0.99126,0.82749,0.71387,0.29341,1.03801,0.00065944,0.00065944,0.00065944
88,1505.43,0.49109,0.26514,0.88038,0.9225,0.9775,0.98239,0.81105,0.74638,0.38737,1.06363,0.00065548,0.00065548,0.00065548
89,1521.83,0.46581,0.23997,0.87043,0.94489,0.98019,0.98624,0.82293,0.70987,0.35601,1.04827,0.00065152,0.00065152,0.00065152
90,1538.33,0.45792,0.24693,0.86712,0.99418,0.98556,0.99286,0.82242,0.73722,0.27743,1.06086,0.00064756,0.00064756,0.00064756
91,1549.5,0.45923,0.24935,0.86791,0.98003,0.98922,0.99329,0.82441,0.73878,0.2918,1.06854,0.0006436,0.0006436,0.0006436
92,1605.9,0.45043,0.2428,0.86745,0.9514,0.95466,0.97997,0.8081,0.73218,0.39017,1.08825,0.00063964,0.00063964,0.00063964
93,1627.4,0.4551,0.27869,0.86625,0.9508,0.99045,0.98976,0.82555,0.70986,0.32067,1.08325,0.00063568,0.00063568,0.00063568
94,1642.98,0.44672,0.23539,0.8649,0.98436,0.99186,0.99411,0.81546,0.74219,0.28559,1.11712,0.00063172,0.00063172,0.00063172
95,1659.1,0.45347,0.24176,0.87033,0.98051,0.99302,0.99341,0.8153,0.72973,0.28339,1.0791,0.00062776,0.00062776,0.00062776
96,1677.05,0.4591,0.23546,0.86134,0.96129,0.98436,0.98822,0.81172,0.74792,0.32724,1.1209,0.0006238,0.0006238,0.0006238
97,1694.06,0.45401,0.23667,0.86871,0.93886,0.96903,0.98021,0.80907,0.73754,0.37492,1.12129,0.00061984,0.00061984,0.00061984
98,1711.33,0.43905,0.23102,0.85655,0.96619,0.96915,0.98709,0.82053,0.72192,0.33294,1.11324,0.00061588,0.00061588,0.00061588
99,1729.61,0.45557,0.2391,0.86935,0.97789,0.99398,0.99211,0.82131,0.74677,0.28459,1.17298,0.00061192,0.00061192,0.00061192
100,1748.31,0.46341,0.23458,0.87413,0.98655,0.99269,0.99162,0.81403,0.76209,0.28185,1.18948,0.00060796,0.00060796,0.00060796
101,1765.84,0.45589,0.23338,0.87199,0.98569,0.97122,0.98901,0.82,0.74137,0.30894,1.14069,0.000604,0.000604,0.000604
102,1777.46,0.44147,0.23787,0.86941,0.93595,0.9766,0.9847,0.8128,0.74473,0.37577,1.1474,0.00060004,0.00060004,0.00060004
103,1794.6,0.43822,0.23223,0.86093,0.93703,0.9515,0.98007,0.81426,0.73636,0.40735,1.14063,0.00059608,0.00059608,0.00059608
104,1810.91,0.43449,0.22696,0.85817,0.96547,0.97112,0.98838,0.82669,0.73037,0.33319,1.14112,0.00059212,0.00059212,0.00059212
105,1827.03,0.43723,0.22984,0.86684,0.98086,0.98293,0.99101,0.82535,0.7314,0.28822,1.14083,0.00058816,0.00058816,0.00058816
106,1843.61,0.43212,0.24044,0.85953,0.9574,0.96387,0.98661,0.81958,0.73449,0.35046,1.13332,0.0005842,0.0005842,0.0005842
107,1862.02,0.4398,0.2234,0.8703,0.93156,0.97214,0.98476,0.82668,0.69417,0.39446,1.12667,0.00058024,0.00058024,0.00058024
108,1878.51,0.46351,0.25979,0.86095,0.94304,0.96906,0.98377,0.81756,0.72936,0.37651,1.1376,0.00057628,0.00057628,0.00057628
109,1894.91,0.43181,0.21962,0.85817,0.96174,0.96955,0.98322,0.82239,0.69259,0.34165,1.10864,0.00057232,0.00057232,0.00057232
110,1911.67,0.43856,0.2246,0.86607,0.97698,0.97861,0.98626,0.82048,0.72642,0.31042,1.14733,0.00056836,0.00056836,0.00056836
111,1925.6,0.44752,0.23048,0.8692,0.96388,0.97396,0.98414,0.82423,0.71044,0.32849,1.11537,0.0005644,0.0005644,0.0005644
112,1967.49,0.43484,0.22533,0.86466,0.91757,0.95435,0.9743,0.81163,0.72351,0.43168,1.11938,0.00056044,0.00056044,0.00056044
113,1987.09,0.42596,0.2246,0.85115,0.93583,0.95128,0.97786,0.81069,0.72208,0.39374,1.1096,0.00055648,0.00055648,0.00055648
114,2003.44,0.41924,0.21991,0.84358,0.96849,0.97642,0.98704,0.82233,0.72743,0.32167,1.12591,0.00055252,0.00055252,0.00055252
115,2020.06,0.39809,0.21849,0.85122,0.96555,0.9792,0.99014,0.82654,0.7176,0.32189,1.14115,0.00054856,0.00054856,0.00054856
116,2034.36,0.41764,0.22075,0.85263,0.96933,0.9629,0.98449,0.82223,0.702,0.34723,1.11624,0.0005446,0.0005446,0.0005446
117,2051.25,0.41437,0.22338,0.8554,0.96876,0.96518,0.98425,0.82106,0.71922,0.33653,1.15586,0.00054064,0.00054064,0.00054064
118,2091.29,0.40748,0.21923,0.86101,0.96442,0.97377,0.98773,0.82612,0.6998,0.3268,1.11877,0.00053668,0.00053668,0.00053668
119,2102.52,0.40503,0.21637,0.85138,0.94968,0.97733,0.98631,0.8232,0.71838,0.34323,1.15573,0.00053272,0.00053272,0.00053272
120,2116.08,0.41008,0.22093,0.84649,0.93981,0.98427,0.98451,0.81929,0.71985,0.33743,1.14426,0.00052876,0.00052876,0.00052876
121,2130.83,0.41274,0.22225,0.85676,0.93787,0.979,0.98501,0.82098,0.71774,0.3646,1.1528,0.0005248,0.0005248,0.0005248
122,2146.81,0.40286,0.21925,0.84452,0.91625,0.9648,0.97945,0.81092,0.72976,0.43521,1.15097,0.00052084,0.00052084,0.00052084
123,2161.02,0.40116,0.22565,0.84328,0.94643,0.95049,0.97883,0.81094,0.73727,0.43323,1.1623,0.00051688,0.00051688,0.00051688
124,2205.79,0.40607,0.2178,0.85649,0.86757,0.94068,0.94657,0.78822,0.7076,0.63228,1.13859,0.00051292,0.00051292,0.00051292
125,2223.77,0.40156,0.21344,0.85886,0.84734,0.88591,0.90577,0.75126,0.70568,0.87643,1.1583,0.00050896,0.00050896,0.00050896
126,2240.97,0.40828,0.21486,0.85184,0.86702,0.89813,0.92843,0.76807,0.72785,0.8178,1.16793,0.000505,0.000505,0.000505
127,2255.53,0.39952,0.21776,0.85409,0.88047,0.92477,0.95052,0.79638,0.69331,0.75296,1.15214,0.00050104,0.00050104,0.00050104
128,2271.8,0.40382,0.21689,0.8491,0.96904,0.97845,0.98913,0.81667,0.74953,0.34302,1.19538,0.00049708,0.00049708,0.00049708
129,2289.02,0.3964,0.22101,0.85097,0.96842,0.97526,0.98908,0.82865,0.70075,0.33229,1.16221,0.00049312,0.00049312,0.00049312
130,2305.07,0.39347,0.21748,0.84672,0.9569,0.96136,0.98085,0.8173,0.72377,0.39348,1.16855,0.00048916,0.00048916,0.00048916
131,2321.92,0.39058,0.20641,0.84484,0.93246,0.93444,0.97183,0.81014,0.71862,0.48645,1.17707,0.0004852,0.0004852,0.0004852
132,2368.91,0.38644,0.21464,0.84348,0.91651,0.96888,0.98032,0.82229,0.68962,0.41086,1.14645,0.00048124,0.00048124,0.00048124
133,2384.65,0.38879,0.21887,0.85389,0.97736,0.98263,0.9922,0.82218,0.72952,0.29185,1.18663,0.00047728,0.00047728,0.00047728
134,2401.01,0.37648,0.20678,0.84427,0.97497,0.98929,0.99295,0.82877,0.71117,0.27977,1.15425,0.00047332,0.00047332,0.00047332
135,2441.95,0.38098,0.21097,0.83753,0.95358,0.98193,0.98943,0.82598,0.7146,0.30907,1.16624,0.00046936,0.00046936,0.00046936
136,2456.29,0.38643,0.20527,0.84554,0.88995,0.92199,0.94305,0.77699,0.74684,0.65036,1.19878,0.0004654,0.0004654,0.0004654
137,2477.85,0.36224,0.19436,0.8279,0.87286,0.86384,0.92221,0.76382,0.72836,0.86891,1.19201,0.00046144,0.00046144,0.00046144
138,2495,0.36684,0.21949,0.84092,0.91956,0.94066,0.97306,0.80765,0.72244,0.58815,1.18973,0.00045748,0.00045748,0.00045748
139,2516.35,0.3651,0.20401,0.84074,0.96848,0.97283,0.99003,0.82203,0.73176,0.32765,1.20173,0.00045352,0.00045352,0.00045352
140,2556.38,0.37373,0.20569,0.84011,0.96707,0.9933,0.99264,0.83221,0.72112,0.28143,1.18272,0.00044956,0.00044956,0.00044956
141,2568.5,0.36772,0.20607,0.83054,0.97354,0.9894,0.99309,0.82179,0.75594,0.28531,1.20851,0.0004456,0.0004456,0.0004456
142,2585.01,0.38005,0.20771,0.83875,0.95521,0.98928,0.99159,0.82667,0.72657,0.29742,1.18335,0.00044164,0.00044164,0.00044164
143,2631.78,0.35963,0.197,0.84007,0.94236,0.98183,0.98795,0.82834,0.71693,0.33304,1.1731,0.00043768,0.00043768,0.00043768
144,2647.28,0.35919,0.20423,0.833,0.97478,0.98782,0.99171,0.81634,0.75312,0.31196,1.19972,0.00043372,0.00043372,0.00043372
145,2663.17,0.36468,0.20396,0.84354,0.98744,0.9914,0.99336,0.83457,0.70306,0.2684,1.16919,0.00042976,0.00042976,0.00042976
146,2711.84,0.35294,0.203,0.83591,0.99106,0.99529,0.99338,0.83124,0.72669,0.2626,1.16888,0.0004258,0.0004258,0.0004258
147,2728.49,0.37544,0.20428,0.8461,0.98121,0.97745,0.99178,0.83553,0.7026,0.29006,1.17433,0.00042184,0.00042184,0.00042184
148,2750.92,0.37906,0.20598,0.84482,0.96329,0.97463,0.98891,0.82436,0.729,0.31861,1.1851,0.00041788,0.00041788,0.00041788
149,2793.6,0.4024,0.20941,0.84503,0.95854,0.96527,0.98679,0.82136,0.72486,0.34949,1.18656,0.00041392,0.00041392,0.00041392
150,2805.86,0.38293,0.20195,0.8563,0.94501,0.94027,0.97925,0.82074,0.70333,0.42534,1.15248,0.00040996,0.00040996,0.00040996
151,2821.1,0.38581,0.20639,0.84483,0.91654,0.93369,0.96275,0.80089,0.73396,0.56812,1.1828,0.000406,0.000406,0.000406
152,2837.6,0.3849,0.2087,0.8384,0.89523,0.95114,0.95249,0.79093,0.73617,0.55481,1.18814,0.00040204,0.00040204,0.00040204
153,2883.47,0.36506,0.19919,0.83188,0.9031,0.95573,0.96118,0.79938,0.72872,0.54294,1.18215,0.00039808,0.00039808,0.00039808
154,2895.26,0.34978,0.1927,0.84024,0.92084,0.98692,0.9854,0.82816,0.70134,0.38501,1.1609,0.00039412,0.00039412,0.00039412
155,2911.11,0.36056,0.19867,0.84099,0.97681,0.96339,0.99028,0.83328,0.70709,0.33628,1.16515,0.00039016,0.00039016,0.00039016
156,2922.76,0.35055,0.199,0.83295,0.96422,0.97244,0.98986,0.82943,0.72531,0.35724,1.17154,0.0003862,0.0003862,0.0003862
157,2968.4,0.35574,0.19735,0.82424,0.9723,0.96782,0.99065,0.83138,0.71142,0.34192,1.16478,0.00038224,0.00038224,0.00038224
158,2980.32,0.35665,0.19653,0.83606,0.9836,0.9815,0.99172,0.83386,0.71656,0.30309,1.17443,0.00037828,0.00037828,0.00037828
159,2997.84,0.34752,0.19514,0.8241,0.95716,0.94945,0.986,0.83361,0.69048,0.38833,1.15158,0.00037432,0.00037432,0.00037432
160,3039.77,0.33382,0.18477,0.83432,0.91658,0.94164,0.96753,0.80599,0.72886,0.55226,1.19218,0.00037036,0.00037036,0.00037036
161,3057.87,0.3328,0.18432,0.83362,0.91389,0.94536,0.96945,0.80996,0.71436,0.52039,1.17357,0.0003664,0.0003664,0.0003664
162,3079.8,0.34781,0.19407,0.83425,0.94163,0.94619,0.9808,0.81972,0.72808,0.46915,1.17766,0.00036244,0.00036244,0.00036244
163,3096.22,0.33012,0.18442,0.82502,0.98004,0.98672,0.99181,0.83099,0.70906,0.29075,1.14444,0.00035848,0.00035848,0.00035848
164,3119.26,0.35883,0.20256,0.82636,0.98974,0.99113,0.99268,0.83385,0.71544,0.26231,1.15703,0.00035452,0.00035452,0.00035452
165,3158.5,0.34019,0.19478,0.84129,0.95818,0.98347,0.9892,0.83015,0.71581,0.34395,1.16771,0.00035056,0.00035056,0.00035056
166,3176.58,0.33964,0.18438,0.82803,0.90268,0.9233,0.96059,0.80143,0.72794,0.60567,1.18531,0.0003466,0.0003466,0.0003466
167,3193.47,0.33122,0.18401,0.83282,0.85743,0.92664,0.93982,0.77949,0.73362,0.8309,1.18237,0.00034264,0.00034264,0.00034264
168,3210.9,0.321,0.18805,0.81813,0.91272,0.92342,0.96932,0.81137,0.73357,0.63446,1.17321,0.00033868,0.00033868,0.00033868
169,3228.36,0.33466,0.18369,0.82439,0.95133,0.95378,0.98444,0.82893,0.70849,0.45965,1.14196,0.00033472,0.00033472,0.00033472
170,3244.75,0.3429,0.18947,0.82398,0.97111,0.96703,0.99024,0.83506,0.68603,0.36131,1.13369,0.00033076,0.00033076,0.00033076
171,3261.53,0.32987,0.18728,0.82318,0.9686,0.9735,0.98719,0.83048,0.70459,0.36764,1.14694,0.0003268,0.0003268,0.0003268
172,3277.59,0.33148,0.18816,0.8204,0.96631,0.96931,0.98483,0.82674,0.70747,0.38584,1.16479,0.00032284,0.00032284,0.00032284
173,3294.48,0.34027,0.18528,0.83774,0.96713,0.95607,0.9858,0.82755,0.71491,0.40715,1.17487,0.00031888,0.00031888,0.00031888
174,3312.97,0.3407,0.19484,0.82775,0.95345,0.96999,0.98378,0.81955,0.73429,0.41142,1.20236,0.00031492,0.00031492,0.00031492
175,3331.86,0.33017,0.18205,0.82655,0.94909,0.97111,0.98013,0.81825,0.72609,0.42239,1.19449,0.00031096,0.00031096,0.00031096
176,3354.75,0.33371,0.18308,0.83031,0.95406,0.95299,0.97601,0.81677,0.72581,0.4505,1.20459,0.000307,0.000307,0.000307
177,3373.08,0.33681,0.18928,0.82542,0.94537,0.95451,0.97659,0.81872,0.71177,0.47486,1.19188,0.00030304,0.00030304,0.00030304
178,3395.58,0.31778,0.18141,0.82272,0.94273,0.95847,0.97708,0.82092,0.71803,0.46962,1.19729,0.00029908,0.00029908,0.00029908
179,3410.97,0.33145,0.18328,0.81995,0.94489,0.95263,0.97738,0.8203,0.71481,0.46654,1.18143,0.00029512,0.00029512,0.00029512
180,3433.12,0.32865,0.1847,0.82742,0.93809,0.95691,0.98055,0.82545,0.70139,0.44712,1.15009,0.00029116,0.00029116,0.00029116
181,3449.59,0.33808,0.18887,0.82735,0.94475,0.95505,0.9817,0.82413,0.70852,0.44099,1.15491,0.0002872,0.0002872,0.0002872
182,3463.97,0.32843,0.18223,0.82401,0.95193,0.95939,0.98653,0.82496,0.72223,0.41484,1.16625,0.00028324,0.00028324,0.00028324
183,3480.37,0.31425,0.17767,0.82457,0.95923,0.96935,0.98624,0.82857,0.70659,0.37638,1.1545,0.00027928,0.00027928,0.00027928
184,3497.56,0.32283,0.17666,0.82359,0.95537,0.96757,0.98758,0.82874,0.70564,0.4032,1.15312,0.00027532,0.00027532,0.00027532
185,3539.08,0.32263,0.18382,0.82579,0.96553,0.95786,0.98827,0.82961,0.69536,0.40152,1.12689,0.00027136,0.00027136,0.00027136
186,3556.05,0.31271,0.17414,0.82617,0.94164,0.95262,0.98271,0.82159,0.71469,0.47435,1.14552,0.0002674,0.0002674,0.0002674
187,3572.93,0.32661,0.18507,0.82457,0.9339,0.93046,0.97259,0.81291,0.71102,0.53731,1.14683,0.00026344,0.00026344,0.00026344
188,3622.75,0.32819,0.18017,0.81817,0.92187,0.92933,0.9658,0.80757,0.71972,0.57184,1.15729,0.00025948,0.00025948,0.00025948
189,3633.53,0.32161,0.18194,0.81836,0.90703,0.92625,0.96177,0.80509,0.70853,0.62298,1.15576,0.00025552,0.00025552,0.00025552
190,3645.06,0.31977,0.18029,0.83547,0.88882,0.93807,0.9582,0.80656,0.69877,0.65315,1.1486,0.00025156,0.00025156,0.00025156
191,3662.85,0.30193,0.17351,0.81944,0.92009,0.92866,0.9653,0.81219,0.71485,0.58435,1.15824,0.0002476,0.0002476,0.0002476
192,3679.18,0.31631,0.17743,0.82919,0.91597,0.95715,0.97321,0.81625,0.71988,0.50775,1.17739,0.00024364,0.00024364,0.00024364
193,3695.96,0.30784,0.17515,0.80847,0.9443,0.9574,0.98009,0.81652,0.73636,0.4473,1.18484,0.00023968,0.00023968,0.00023968
194,3711.83,0.30617,0.17173,0.81952,0.96011,0.95955,0.98515,0.82754,0.70333,0.41882,1.16616,0.00023572,0.00023572,0.00023572
195,3728.34,0.30847,0.17651,0.8161,0.96338,0.96777,0.98716,0.83007,0.70932,0.38708,1.17636,0.00023176,0.00023176,0.00023176
196,3744.94,0.30136,0.17254,0.81606,0.96674,0.97134,0.98948,0.83245,0.69061,0.36252,1.15386,0.0002278,0.0002278,0.0002278
197,3766.34,0.31308,0.178,0.81591,0.96721,0.97195,0.98806,0.82702,0.7085,0.36268,1.1687,0.00022384,0.00022384,0.00022384
198,3783.65,0.2975,0.16879,0.81193,0.96031,0.97365,0.98632,0.82378,0.71041,0.3652,1.17266,0.00021988,0.00021988,0.00021988
199,3800.97,0.31109,0.17473,0.8242,0.96007,0.96958,0.98516,0.82505,0.71646,0.37689,1.16779,0.00021592,0.00021592,0.00021592
200,3843.62,0.30431,0.17337,0.8181,0.96395,0.96663,0.98808,0.82543,0.71987,0.38169,1.1492,0.00021196,0.00021196,0.00021196
201,3855.24,0.29894,0.17079,0.82043,0.96333,0.96687,0.9873,0.82858,0.69983,0.38325,1.14003,0.000208,0.000208,0.000208
202,3871.77,0.30429,0.17361,0.81635,0.96366,0.96872,0.98844,0.82746,0.7079,0.38807,1.13053,0.00020404,0.00020404,0.00020404
203,3888.62,0.2968,0.16854,0.82408,0.96409,0.97076,0.98842,0.83271,0.689,0.37876,1.11928,0.00020008,0.00020008,0.00020008
204,3906.42,0.29433,0.16626,0.80909,0.96768,0.97027,0.98264,0.81885,0.72041,0.38749,1.15801,0.00019612,0.00019612,0.00019612
205,3951.26,0.3006,0.17223,0.82919,0.9611,0.97265,0.98035,0.81976,0.70521,0.37932,1.1462,0.00019216,0.00019216,0.00019216
206,3969.12,0.29859,0.169,0.81694,0.96375,0.97177,0.98174,0.81931,0.7191,0.38857,1.14869,0.0001882,0.0001882,0.0001882
207,3984.05,0.30004,0.17118,0.81819,0.96184,0.97591,0.98386,0.82264,0.7095,0.38136,1.13667,0.00018424,0.00018424,0.00018424
208,3995.74,0.29136,0.1662,0.81342,0.96357,0.97581,0.98708,0.82678,0.70654,0.36943,1.11994,0.00018028,0.00018028,0.00018028
209,4013.19,0.30214,0.17079,0.81798,0.96559,0.97572,0.99011,0.83152,0.70335,0.35604,1.1145,0.00017632,0.00017632,0.00017632
210,4049.28,0.29333,0.16758,0.81447,0.9702,0.97653,0.9884,0.82915,0.70456,0.3527,1.12536,0.00017236,0.00017236,0.00017236
211,4066.16,0.29408,0.16928,0.81195,0.96951,0.97617,0.98581,0.82626,0.71096,0.35945,1.12596,0.0001684,0.0001684,0.0001684
212,4083.49,0.29515,0.17021,0.81635,0.96236,0.97458,0.98416,0.82524,0.70378,0.36898,1.12696,0.00016444,0.00016444,0.00016444
213,4101.13,0.29123,0.16534,0.81334,0.96379,0.96766,0.98235,0.8215,0.71127,0.387,1.13322,0.00016048,0.00016048,0.00016048
214,4116.55,0.28302,0.1665,0.81074,0.96245,0.96296,0.98311,0.82552,0.70186,0.397,1.11689,0.00015652,0.00015652,0.00015652
215,4134.11,0.28962,0.16841,0.81899,0.96081,0.95873,0.98367,0.82298,0.71215,0.41198,1.12038,0.00015256,0.00015256,0.00015256
216,4151.71,0.28808,0.1669,0.80819,0.94835,0.96439,0.97927,0.82211,0.70399,0.42785,1.12002,0.0001486,0.0001486,0.0001486
217,4168.79,0.29502,0.16933,0.81736,0.94527,0.96361,0.97845,0.81964,0.70579,0.43393,1.12242,0.00014464,0.00014464,0.00014464
218,4185.87,0.28456,0.15996,0.81191,0.94437,0.96257,0.98045,0.82207,0.70731,0.43979,1.11731,0.00014068,0.00014068,0.00014068
219,4203.43,0.28925,0.16729,0.81361,0.94295,0.95908,0.97656,0.81814,0.70824,0.45769,1.12554,0.00013672,0.00013672,0.00013672
220,4215.04,0.27532,0.1587,0.8079,0.93946,0.95846,0.975,0.81512,0.71651,0.46412,1.14373,0.00013276,0.00013276,0.00013276
221,4230.23,0.28374,0.16159,0.81512,0.93003,0.95776,0.97355,0.81339,0.71308,0.48239,1.14117,0.0001288,0.0001288,0.0001288
222,4246.47,0.28641,0.16381,0.8136,0.93219,0.95982,0.97766,0.81517,0.71838,0.49718,1.13926,0.00012484,0.00012484,0.00012484
223,4260.84,0.27841,0.16299,0.80867,0.9247,0.95851,0.97608,0.81268,0.71664,0.51532,1.14338,0.00012088,0.00012088,0.00012088
224,4277.66,0.28957,0.17118,0.81602,0.92949,0.94796,0.97199,0.80881,0.71461,0.52996,1.15122,0.00011692,0.00011692,0.00011692
225,4299.78,0.27134,0.15665,0.80256,0.93369,0.95625,0.97283,0.81149,0.71746,0.5156,1.15385,0.00011296,0.00011296,0.00011296
226,4317.69,0.28024,0.16396,0.81114,0.93604,0.96095,0.97458,0.81495,0.70682,0.49548,1.1454,0.000109,0.000109,0.000109
227,4335.14,0.27566,0.15812,0.80491,0.94506,0.96211,0.97771,0.81708,0.71511,0.48388,1.14536,0.00010504,0.00010504,0.00010504
228,4372.24,0.2793,0.16097,0.81299,0.94344,0.96268,0.97611,0.81601,0.71882,0.49008,1.14845,0.00010108,0.00010108,0.00010108
229,4387.18,0.27631,0.15668,0.80118,0.94212,0.96204,0.97585,0.81868,0.71069,0.48877,1.14644,9.712e-05,9.712e-05,9.712e-05
230,4404.18,0.26609,0.15743,0.80832,0.95263,0.9505,0.97688,0.8161,0.72249,0.47449,1.1597,9.316e-05,9.316e-05,9.316e-05
231,4426.13,0.27048,0.1578,0.80665,0.95354,0.94758,0.97873,0.81803,0.72089,0.47936,1.16162,8.92e-05,8.92e-05,8.92e-05
232,4443.88,0.26852,0.15647,0.81025,0.95835,0.94235,0.98174,0.82126,0.70927,0.47515,1.15466,8.524e-05,8.524e-05,8.524e-05
233,4462.14,0.27586,0.1606,0.81205,0.94774,0.95453,0.98233,0.82073,0.71434,0.46982,1.15551,8.128e-05,8.128e-05,8.128e-05
234,4478.33,0.28061,0.16335,0.8129,0.96105,0.94417,0.98106,0.81962,0.71578,0.46057,1.16621,7.732e-05,7.732e-05,7.732e-05
235,4494.27,0.27171,0.15904,0.81446,0.955,0.95988,0.98195,0.82156,0.7106,0.4315,1.15782,7.336e-05,7.336e-05,7.336e-05
236,4510.94,0.27715,0.15804,0.81145,0.95129,0.95995,0.98109,0.81995,0.71696,0.45656,1.15929,6.94e-05,6.94e-05,6.94e-05
237,4527.16,0.26482,0.15592,0.80913,0.95412,0.95558,0.98288,0.82292,0.71305,0.45193,1.15416,6.544e-05,6.544e-05,6.544e-05
238,4543.67,0.263,0.15333,0.81164,0.95305,0.95808,0.98369,0.82501,0.70619,0.45566,1.14352,6.148e-05,6.148e-05,6.148e-05
239,4554.58,0.26956,0.15483,0.81265,0.94989,0.95979,0.98286,0.82452,0.70546,0.46235,1.14461,5.752e-05,5.752e-05,5.752e-05
240,4570.49,0.26404,0.15539,0.81203,0.95135,0.95836,0.98237,0.82288,0.71142,0.46446,1.14802,5.356e-05,5.356e-05,5.356e-05
241,4586.62,0.26637,0.15563,0.80642,0.96239,0.9493,0.98196,0.82258,0.71038,0.46832,1.14521,4.96e-05,4.96e-05,4.96e-05
242,4601.48,0.2693,0.15507,0.80691,0.95084,0.95743,0.98191,0.82339,0.7092,0.46897,1.14205,4.564e-05,4.564e-05,4.564e-05
243,4617.6,0.26987,0.15741,0.81696,0.96245,0.94497,0.98181,0.82374,0.71022,0.46261,1.14191,4.168e-05,4.168e-05,4.168e-05
244,4634.19,0.27303,0.15923,0.81005,0.94669,0.9597,0.98224,0.82178,0.71268,0.45991,1.14506,3.772e-05,3.772e-05,3.772e-05
245,4650.17,0.27179,0.15797,0.8137,0.94549,0.95955,0.98227,0.82254,0.71166,0.46145,1.14579,3.376e-05,3.376e-05,3.376e-05
246,4675.77,0.28615,0.15735,0.79976,0.94311,0.96298,0.98187,0.82218,0.71216,0.46074,1.1536,2.98e-05,2.98e-05,2.98e-05
247,4691.46,0.28692,0.1522,0.80902,0.96234,0.94339,0.98288,0.82432,0.70672,0.44851,1.15557,2.584e-05,2.584e-05,2.584e-05