censor_detect_v1.0_n/results.csv

                  epoch,         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
                      0,                 2.3199,                 3.4967,                 1.8108,                0.39814,                0.36694,                0.31433,                0.14036,                 1.9203,                 2.2713,                  1.446,               0.070037,              0.0033292,              0.0033292
                      1,                 2.2232,                 2.6615,                 1.6748,                0.49264,                0.35065,                0.35413,                0.16534,                 1.9348,                 2.1648,                  1.428,               0.040004,              0.0066296,              0.0066296
                      2,                 2.2565,                 2.6105,                 1.6702,                 0.4852,                0.33399,                0.33811,                0.15882,                 1.9286,                 2.1446,                 1.4604,               0.009938,              0.0098969,              0.0098969
                      3,                 2.2826,                 2.6229,                  1.695,                0.57513,                0.43653,                0.45086,                0.21546,                 1.8303,                 1.8275,                 1.3808,              0.0098515,              0.0098515,              0.0098515
                      4,                 2.2242,                 2.4665,                 1.6488,                0.53728,                0.42297,                0.43673,                0.20444,                 1.8923,                 1.8408,                 1.4247,              0.0098515,              0.0098515,              0.0098515
                      5,                 2.1795,                 2.3598,                 1.6215,                0.65012,                 0.4993,                0.54271,                0.27892,                 1.7422,                 1.6423,                 1.3011,               0.009802,               0.009802,               0.009802
                      6,                 2.1512,                 2.2945,                 1.6011,                0.67356,                0.49411,                0.54625,                0.27307,                 1.7597,                 1.6139,                 1.3202,              0.0097525,              0.0097525,              0.0097525
                      7,                 2.1159,                 2.2248,                 1.5807,                0.70568,                0.52203,                0.59318,                0.31345,                 1.6784,                 1.5298,                 1.2739,               0.009703,               0.009703,               0.009703
                      8,                 2.0923,                 2.1682,                 1.5567,                0.71393,                0.55044,                0.61347,                0.32822,                  1.649,                 1.4374,                 1.2603,              0.0096535,              0.0096535,              0.0096535
                      9,                 2.0659,                 2.1102,                 1.5423,                0.71752,                0.57122,                0.61721,                0.32615,                 1.6574,                 1.4341,                 1.2617,               0.009604,               0.009604,               0.009604
                     10,                 2.0612,                 2.0937,                 1.5386,                0.73896,                0.55784,                0.62832,                0.33837,                 1.6412,                 1.4288,                 1.2543,              0.0095545,              0.0095545,              0.0095545
                     11,                 2.0405,                 2.0532,                  1.521,                0.74458,                 0.5745,                0.64311,                0.34877,                 1.6129,                 1.3471,                 1.2264,               0.009505,               0.009505,               0.009505
                     12,                  2.029,                 2.0388,                 1.5204,                0.74728,                0.59489,                0.66281,                 0.3639,                 1.5938,                 1.3209,                  1.222,              0.0094555,              0.0094555,              0.0094555
                     13,                 2.0087,                 1.9972,                 1.5078,                0.76484,                0.60559,                0.67979,                0.36975,                 1.5876,                 1.3068,                 1.2186,               0.009406,               0.009406,               0.009406
                     14,                 2.0055,                 1.9825,                 1.5025,                0.71758,                0.62528,                0.67734,                0.38066,                 1.5743,                 1.2925,                   1.21,              0.0093565,              0.0093565,              0.0093565
                     15,                 1.9832,                   1.94,                 1.4846,                0.78253,                0.61005,                0.68995,                0.39506,                  1.523,                  1.233,                 1.1845,               0.009307,               0.009307,               0.009307
                     16,                 1.9835,                  1.915,                 1.4867,                0.77838,                0.62686,                0.69803,                0.39622,                 1.5531,                  1.223,                 1.1898,              0.0092575,              0.0092575,              0.0092575
                     17,                 1.9725,                 1.9112,                  1.476,                0.77123,                0.62278,                0.69432,                0.39255,                 1.5431,                 1.2313,                 1.1956,               0.009208,               0.009208,               0.009208
                     18,                 1.9653,                  1.898,                 1.4748,                0.76461,                0.63593,                0.70728,                0.40737,                 1.5134,                 1.2073,                 1.1758,              0.0091585,              0.0091585,              0.0091585
                     19,                 1.9632,                  1.885,                 1.4748,                0.78797,                0.63908,                0.71364,                0.40533,                 1.5354,                 1.1918,                 1.1806,               0.009109,               0.009109,               0.009109
                     20,                 1.9562,                 1.8698,                 1.4716,                0.78845,                0.63219,                0.71247,                0.41461,                  1.508,                 1.1696,                 1.1622,              0.0090595,              0.0090595,              0.0090595
                     21,                 1.9516,                 1.8626,                 1.4669,                0.79821,                0.62222,                0.71062,                0.40662,                 1.5196,                 1.1726,                 1.1743,                0.00901,                0.00901,                0.00901
                     22,                  1.942,                 1.8294,                 1.4508,                0.79471,                0.65111,                0.72185,                0.41766,                 1.5149,                 1.1506,                 1.1674,              0.0089605,              0.0089605,              0.0089605
                     23,                 1.9342,                 1.8226,                 1.4441,                0.79292,                0.65048,                0.72473,                0.42416,                 1.4932,                 1.1311,                 1.1573,               0.008911,               0.008911,               0.008911
                     24,                 1.9304,                 1.8141,                 1.4436,                0.79845,                0.66015,                0.73536,                0.42743,                 1.4928,                 1.1158,                 1.1501,              0.0088615,              0.0088615,              0.0088615
                     25,                 1.9304,                 1.8137,                 1.4324,                0.79879,                0.65951,                0.73558,                0.42437,                  1.496,                 1.1331,                 1.1502,               0.008812,               0.008812,               0.008812
                     26,                 1.9191,                 1.7938,                 1.4388,                0.82167,                0.66286,                0.74283,                0.43609,                 1.4803,                 1.0966,                 1.1494,              0.0087625,              0.0087625,              0.0087625
                     27,                 1.9181,                 1.7876,                 1.4318,                0.81363,                 0.6678,                0.74614,                0.44031,                 1.4727,                 1.0943,                 1.1361,               0.008713,               0.008713,               0.008713
                     28,                 1.9125,                 1.7818,                 1.4335,                0.81514,                0.67756,                0.75734,                0.44454,                 1.4643,                  1.073,                 1.1415,              0.0086635,              0.0086635,              0.0086635
                     29,                 1.9031,                 1.7469,                 1.4255,                0.82629,                0.66888,                0.75156,                0.44335,                 1.4596,                 1.0644,                 1.1358,               0.008614,               0.008614,               0.008614
                     30,                 1.8992,                 1.7486,                 1.4214,                0.79689,                0.67832,                0.75308,                0.44681,                 1.4577,                 1.0594,                 1.1336,              0.0085645,              0.0085645,              0.0085645
                     31,                 1.8989,                 1.7575,                 1.4216,                 0.8228,                0.68241,                0.75875,                0.45198,                 1.4434,                 1.0542,                 1.1323,               0.008515,               0.008515,               0.008515
                     32,                 1.8923,                 1.7488,                 1.4189,                0.83492,                0.67857,                0.76644,                0.45607,                 1.4451,                  1.037,                 1.1323,              0.0084655,              0.0084655,              0.0084655
                     33,                 1.8891,                 1.7255,                 1.4167,                0.83484,                0.68242,                0.76425,                0.45701,                 1.4443,                 1.0329,                   1.13,               0.008416,               0.008416,               0.008416
                     34,                 1.8956,                 1.7357,                 1.4158,                0.82089,                0.68956,                0.76799,                0.46034,                 1.4285,                 1.0273,                 1.1171,              0.0083665,              0.0083665,              0.0083665
                     35,                 1.8727,                 1.7016,                 1.4077,                0.84005,                0.69728,                0.77552,                0.46137,                 1.4422,                  1.009,                 1.1221,               0.008317,               0.008317,               0.008317
                     36,                 1.8752,                 1.7055,                 1.4045,                0.83922,                0.68363,                 0.7717,                 0.4636,                  1.425,                 1.0051,                 1.1161,              0.0082675,              0.0082675,              0.0082675
                     37,                 1.8789,                 1.7095,                 1.4062,                0.83045,                0.70218,                0.78059,                0.46727,                 1.4375,                0.99841,                 1.1218,               0.008218,               0.008218,               0.008218
                     38,                 1.8754,                 1.6905,                 1.4063,                0.83725,                0.69521,                0.77875,                0.46912,                 1.4224,                0.99715,                 1.1139,              0.0081685,              0.0081685,              0.0081685
                     39,                 1.8748,                 1.6914,                 1.4053,                0.83147,                0.69751,                0.77986,                0.47027,                 1.4181,                 0.9935,                 1.1128,               0.008119,               0.008119,               0.008119
                     40,                 1.8717,                 1.6944,                 1.3993,                0.82108,                0.70705,                0.78107,                0.47119,                 1.4139,                0.98532,                 1.1121,              0.0080695,              0.0080695,              0.0080695
                     41,                  1.863,                 1.6767,                 1.4015,                0.84256,                0.69282,                0.78398,                0.47303,                 1.4171,                0.98188,                 1.1099,                0.00802,                0.00802,                0.00802
                     42,                 1.8576,                 1.6652,                 1.3902,                0.84126,                0.70406,                0.78902,                0.47647,                  1.413,                0.96792,                 1.1067,              0.0079705,              0.0079705,              0.0079705
                     43,                 1.8485,                  1.653,                 1.3867,                0.84033,                0.70675,                0.78938,                0.47345,                 1.4133,                0.96687,                 1.1073,               0.007921,               0.007921,               0.007921
                     44,                 1.8511,                 1.6488,                 1.3921,                 0.8475,                0.70437,                0.78896,                0.47486,                 1.4145,                0.96778,                 1.1073,              0.0078715,              0.0078715,              0.0078715
                     45,                  1.853,                 1.6494,                 1.3885,                0.86131,                0.69195,                0.79089,                0.47857,                 1.4049,                0.95749,                 1.1011,               0.007822,               0.007822,               0.007822
                     46,                 1.8484,                 1.6351,                 1.3828,                 0.8457,                0.71317,                0.79423,                0.48551,                 1.3978,                0.94807,                 1.0977,              0.0077725,              0.0077725,              0.0077725
                     47,                 1.8426,                  1.637,                 1.3823,                0.84301,                0.71571,                0.79336,                0.48463,                 1.3982,                 0.9445,                  1.095,               0.007723,               0.007723,               0.007723
                     48,                 1.8465,                 1.6378,                 1.3793,                0.84836,                0.71363,                0.79383,                0.48567,                 1.3913,                0.94233,                 1.0934,              0.0076735,              0.0076735,              0.0076735
                     49,                 1.8369,                 1.6212,                 1.3773,                0.85292,                0.71144,                  0.794,                0.48626,                 1.3953,                0.93953,                 1.0951,               0.007624,               0.007624,               0.007624
                     50,                 1.8363,                 1.6178,                 1.3775,                0.85465,                0.71009,                0.79426,                0.48721,                 1.3892,                0.93646,                 1.0922,              0.0075745,              0.0075745,              0.0075745
                     51,                 1.8244,                  1.607,                 1.3675,                0.84349,                0.70823,                0.79449,                 0.4869,                 1.3911,                 0.9301,                  1.092,               0.007525,               0.007525,               0.007525
                     52,                 1.8336,                 1.6166,                 1.3739,                0.84194,                0.71941,                0.79874,                0.48784,                 1.3891,                 0.9298,                 1.0907,              0.0074755,              0.0074755,              0.0074755
                     53,                 1.8255,                 1.6088,                 1.3749,                0.84026,                0.72385,                0.80059,                0.48919,                 1.3906,                0.92582,                 1.0921,               0.007426,               0.007426,               0.007426
                     54,                 1.8301,                 1.6024,                 1.3666,                0.82751,                  0.723,                0.79829,                0.48848,                  1.391,                 0.9241,                  1.092,              0.0073765,              0.0073765,              0.0073765
                     55,                  1.827,                 1.5973,                 1.3728,                0.83535,                0.72125,                0.79943,                0.48942,                 1.3861,                0.92113,                 1.0923,               0.007327,               0.007327,               0.007327
                     56,                 1.8207,                 1.5935,                 1.3709,                0.83696,                0.72443,                0.79875,                0.48874,                 1.3858,                0.91872,                 1.0921,              0.0072775,              0.0072775,              0.0072775
                     57,                  1.818,                 1.5792,                  1.367,                0.84116,                0.71873,                 0.7998,                0.49051,                 1.3868,                0.91828,                 1.0909,               0.007228,               0.007228,               0.007228
                     58,                 1.8199,                 1.5851,                 1.3585,                 0.8451,                0.72232,                0.80198,                0.49048,                 1.3856,                0.91589,                 1.0895,              0.0071785,              0.0071785,              0.0071785
                     59,                 1.8261,                 1.5965,                 1.3649,                0.84693,                0.72252,                0.80297,                0.49208,                 1.3835,                0.91423,                 1.0875,               0.007129,               0.007129,               0.007129
                     60,                 1.8063,                 1.5731,                 1.3592,                0.84637,                0.72698,                0.80412,                0.49451,                 1.3803,                0.91075,                 1.0869,              0.0070795,              0.0070795,              0.0070795
                     61,                 1.8089,                 1.5652,                  1.361,                0.83855,                0.72564,                0.80532,                 0.4954,                   1.38,                0.90657,                 1.0865,                0.00703,                0.00703,                0.00703
                     62,                   1.81,                 1.5637,                 1.3571,                0.83435,                0.73138,                0.80712,                0.49764,                 1.3797,                0.90268,                 1.0852,              0.0069805,              0.0069805,              0.0069805
                     63,                 1.8047,                 1.5593,                 1.3529,                0.83532,                0.73393,                0.80778,                0.49751,                   1.38,                0.90383,                 1.0863,               0.006931,               0.006931,               0.006931
                     64,                 1.8018,                 1.5501,                 1.3517,                0.83607,                0.73623,                0.80804,                0.49801,                 1.3813,                0.90459,                 1.0866,              0.0068815,              0.0068815,              0.0068815
                     65,                 1.7902,                 1.5389,                 1.3479,                 0.8437,                0.72822,                0.80702,                0.49817,                 1.3788,                0.90322,                 1.0863,               0.006832,               0.006832,               0.006832
                     66,                 1.7952,                 1.5471,                 1.3508,                0.83729,                0.73505,                0.80732,                0.49886,                 1.3773,                0.90169,                 1.0849,              0.0067825,              0.0067825,              0.0067825
                     67,                 1.7941,                 1.5416,                 1.3463,                0.83921,                0.73824,                0.80854,                0.49942,                 1.3772,                0.90089,                 1.0838,               0.006733,               0.006733,               0.006733
                     68,                 1.7899,                  1.524,                 1.3399,                0.84099,                0.73231,                0.80716,                0.49988,                 1.3758,                0.89954,                 1.0825,              0.0066835,              0.0066835,              0.0066835
                     69,                 1.7874,                 1.5243,                 1.3401,                0.83433,                0.73543,                0.80692,                0.49977,                 1.3751,                0.89874,                 1.0822,               0.006634,               0.006634,               0.006634
                     70,                 1.7824,                 1.5188,                 1.3425,                0.83577,                0.73577,                0.80693,                0.49866,                 1.3717,                0.89527,                 1.0808,              0.0065845,              0.0065845,              0.0065845
                     71,                 1.7837,                 1.5166,                 1.3375,                0.83943,                 0.7367,                0.80691,                0.49984,                 1.3724,                0.89371,                 1.0804,               0.006535,               0.006535,               0.006535
                     72,                   1.78,                 1.5104,                 1.3372,                0.83798,                0.73728,                0.80779,                0.49979,                  1.371,                0.89118,                 1.0805,              0.0064855,              0.0064855,              0.0064855
                     73,                 1.7781,                 1.5031,                 1.3363,                0.82997,                0.74032,                 0.8087,                 0.5001,                 1.3709,                0.88982,                 1.0799,               0.006436,               0.006436,               0.006436
                     74,                 1.7801,                 1.4971,                 1.3304,                0.83185,                0.73775,                0.80889,                0.50054,                 1.3699,                0.88824,                 1.0794,              0.0063865,              0.0063865,              0.0063865
                     75,                 1.7861,                 1.5104,                 1.3378,                0.83138,                0.74218,                0.81063,                0.50111,                 1.3686,                0.88564,                 1.0788,               0.006337,               0.006337,               0.006337
                     76,                 1.7735,                 1.4992,                 1.3336,                 0.8345,                0.74007,                0.81123,                0.50218,                 1.3689,                0.88421,                 1.0785,              0.0062875,              0.0062875,              0.0062875
                     77,                 1.7709,                 1.4869,                 1.3279,                0.83661,                0.74258,                 0.8108,                0.50196,                 1.3688,                0.88279,                 1.0781,               0.006238,               0.006238,               0.006238
                     78,                 1.7716,                 1.4834,                 1.3302,                0.83608,                0.74054,                0.81091,                0.50297,                 1.3684,                0.88146,                 1.0782,              0.0061885,              0.0061885,              0.0061885
                     79,                 1.7663,                 1.4883,                 1.3324,                0.84348,                0.73418,                0.81255,                 0.5031,                 1.3682,                0.87988,                 1.0782,               0.006139,               0.006139,               0.006139
                     80,                 1.7721,                 1.4971,                 1.3326,                0.84815,                0.73251,                0.81299,                0.50388,                  1.367,                0.87823,                 1.0777,              0.0060895,              0.0060895,              0.0060895
                     81,                 1.7632,                 1.4748,                 1.3273,                0.84353,                0.73478,                0.81258,                0.50359,                 1.3672,                0.87693,                 1.0775,                0.00604,                0.00604,                0.00604
                     82,                 1.7582,                  1.464,                 1.3247,                0.84627,                0.73369,                0.81425,                0.50392,                 1.3672,                  0.875,                 1.0773,              0.0059905,              0.0059905,              0.0059905
                     83,                 1.7551,                 1.4695,                 1.3236,                0.85129,                0.73022,                0.81462,                0.50451,                 1.3665,                0.87439,                 1.0768,               0.005941,               0.005941,               0.005941
                     84,                 1.7541,                 1.4616,                 1.3194,                 0.8525,                0.72852,                0.81464,                0.50446,                 1.3663,                0.87434,                 1.0768,              0.0058915,              0.0058915,              0.0058915
                     85,                 1.7602,                 1.4549,                 1.3197,                0.85535,                0.72702,                0.81482,                0.50445,                 1.3654,                0.87433,                 1.0766,               0.005842,               0.005842,               0.005842
                     86,                 1.7545,                  1.452,                 1.3166,                 0.8566,                0.72681,                0.81487,                0.50414,                 1.3652,                0.87271,                 1.0761,              0.0057925,              0.0057925,              0.0057925
                     87,                 1.7575,                 1.4524,                 1.3184,                0.85785,                0.72526,                0.81515,                0.50476,                 1.3652,                0.87254,                 1.0757,               0.005743,               0.005743,               0.005743
                     88,                 1.7429,                 1.4489,                 1.3091,                0.85727,                0.72602,                0.81391,                0.50457,                  1.365,                0.87207,                 1.0751,              0.0056935,              0.0056935,              0.0056935
                     89,                 1.7458,                 1.4379,                 1.3143,                0.84726,                 0.7344,                0.81392,                0.50536,                 1.3639,                0.87158,                 1.0747,               0.005644,               0.005644,               0.005644
                     90,                 1.7389,                 1.4239,                 1.3031,                0.84794,                0.73395,                0.81368,                0.50546,                 1.3632,                0.87074,                 1.0742,              0.0055945,              0.0055945,              0.0055945
                     91,                 1.7413,                 1.4288,                 1.3055,                0.84809,                0.73651,                0.81416,                0.50513,                 1.3621,                0.86972,                 1.0738,               0.005545,               0.005545,               0.005545
                     92,                 1.7343,                 1.4227,                  1.308,                 0.8519,                0.73334,                0.81508,                0.50595,                 1.3623,                0.86948,                  1.074,              0.0054955,              0.0054955,              0.0054955
                     93,                 1.7441,                 1.4338,                  1.307,                0.84449,                0.73755,                0.81508,                0.50601,                 1.3621,                0.86874,                 1.0738,               0.005446,               0.005446,               0.005446
                     94,                 1.7383,                 1.4205,                 1.3049,                0.84634,                0.73808,                0.81522,                0.50644,                 1.3616,                0.86757,                 1.0735,              0.0053965,              0.0053965,              0.0053965
                     95,                 1.7293,                 1.4161,                 1.3053,                0.84625,                0.73823,                0.81585,                0.50698,                  1.361,                0.86691,                 1.0731,               0.005347,               0.005347,               0.005347
                     96,                 1.7436,                 1.4274,                  1.306,                0.84817,                0.73982,                0.81658,                0.50722,                 1.3612,                0.86664,                 1.0731,              0.0052975,              0.0052975,              0.0052975
                     97,                 1.7351,                 1.4187,                 1.2984,                0.84809,                0.73965,                0.81744,                0.50727,                 1.3605,                0.86596,                 1.0727,               0.005248,               0.005248,               0.005248
                     98,                  1.727,                 1.4155,                  1.301,                0.84778,                0.73902,                0.81723,                 0.5073,                 1.3604,                0.86538,                 1.0726,              0.0051985,              0.0051985,              0.0051985
                     99,                 1.7202,                  1.408,                 1.3003,                0.84695,                 0.7409,                0.81741,                0.50776,                 1.3595,                0.86399,                 1.0721,               0.005149,               0.005149,               0.005149
                    100,                 1.7212,                 1.3923,                 1.2936,                0.84993,                0.74003,                0.81743,                0.50779,                 1.3597,                 0.8634,                 1.0721,              0.0050995,              0.0050995,              0.0050995
                    101,                 1.7173,                 1.3899,                 1.2933,                0.85407,                0.73795,                0.81699,                0.50723,                 1.3598,                0.86258,                 1.0722,                0.00505,                0.00505,                0.00505
                    102,                 1.7189,                 1.4001,                  1.291,                  0.853,                0.73835,                0.81704,                0.50734,                 1.3596,                0.86174,                 1.0719,              0.0050005,              0.0050005,              0.0050005
                    103,                 1.7153,                 1.3822,                 1.2922,                0.85601,                0.73811,                0.81753,                0.50623,                 1.3589,                0.86192,                 1.0714,               0.004951,               0.004951,               0.004951
                    104,                 1.7128,                 1.3844,                 1.2917,                0.86154,                0.73278,                 0.8174,                0.50693,                 1.3586,                0.86105,                 1.0712,              0.0049015,              0.0049015,              0.0049015
                    105,                 1.7129,                 1.3912,                 1.2912,                0.85947,                0.73384,                0.81749,                0.50728,                 1.3584,                 0.8603,                  1.071,               0.004852,               0.004852,               0.004852
                    106,                  1.714,                 1.3832,                 1.2892,                0.86067,                0.73362,                0.81702,                0.50696,                 1.3578,                0.86039,                 1.0704,              0.0048025,              0.0048025,              0.0048025
                    107,                 1.7054,                 1.3741,                 1.2864,                0.86262,                0.73162,                0.81721,                 0.5071,                 1.3577,                0.85996,                 1.0703,               0.004753,               0.004753,               0.004753
                    108,                 1.7066,                 1.3706,                 1.2842,                0.85594,                0.73815,                0.81795,                0.50766,                  1.358,                0.85929,                 1.0705,              0.0047035,              0.0047035,              0.0047035
                    109,                 1.7051,                 1.3619,                 1.2839,                0.85089,                0.74303,                0.81884,                0.50823,                 1.3579,                0.85891,                 1.0704,               0.004654,               0.004654,               0.004654
                    110,                 1.6934,                 1.3598,                 1.2795,                0.85668,                0.73797,                 0.8187,                0.50855,                 1.3574,                0.85845,                 1.0702,              0.0046045,              0.0046045,              0.0046045
                    111,                 1.7031,                 1.3668,                 1.2799,                0.85595,                0.73799,                0.81903,                0.50816,                 1.3578,                0.85821,                 1.0704,               0.004555,               0.004555,               0.004555
                    112,                  1.695,                 1.3456,                 1.2743,                0.85827,                0.73549,                0.81992,                 0.5081,                 1.3578,                0.85755,                 1.0703,              0.0045055,              0.0045055,              0.0045055
                    113,                 1.6911,                 1.3612,                 1.2802,                0.85783,                0.73668,                0.82007,                0.50865,                 1.3574,                0.85693,                 1.0701,               0.004456,               0.004456,               0.004456
                    114,                 1.6821,                 1.3445,                 1.2722,                0.85775,                 0.7371,                0.81961,                0.50876,                 1.3577,                0.85638,                 1.0701,              0.0044065,              0.0044065,              0.0044065
                    115,                 1.6941,                 1.3441,                 1.2746,                0.85593,                0.74118,                0.82092,                0.50935,                 1.3577,                0.85579,                 1.0701,               0.004357,               0.004357,               0.004357
                    116,                 1.6892,                 1.3402,                 1.2743,                0.85854,                0.73943,                0.82108,                0.50963,                 1.3575,                0.85546,                   1.07,              0.0043075,              0.0043075,              0.0043075
                    117,                 1.6879,                   1.34,                 1.2743,                0.85683,                0.74127,                  0.821,                0.50989,                  1.358,                 0.8558,                 1.0699,               0.004258,               0.004258,               0.004258
                    118,                 1.6803,                 1.3418,                 1.2667,                0.85348,                  0.744,                0.82111,                0.51014,                 1.3585,                 0.8557,                 1.0703,              0.0042085,              0.0042085,              0.0042085
                    119,                 1.6753,                 1.3228,                 1.2656,                0.85442,                0.74423,                0.82129,                0.51013,                 1.3581,                0.85522,                 1.0699,               0.004159,               0.004159,               0.004159
                    120,                 1.6725,                 1.3122,                 1.2623,                0.85525,                 0.7441,                0.82114,                0.50984,                 1.3577,                0.85431,                 1.0697,              0.0041095,              0.0041095,              0.0041095
                    121,                 1.6744,                 1.3198,                 1.2631,                0.85289,                0.74612,                0.82062,                0.51034,                 1.3578,                 0.8538,                 1.0697,                0.00406,                0.00406,                0.00406
                    122,                 1.6693,                 1.3117,                 1.2597,                0.85072,                0.74846,                0.82064,                0.51028,                 1.3576,                0.85361,                 1.0697,              0.0040105,              0.0040105,              0.0040105
                    123,                  1.672,                  1.311,                 1.2608,                0.85559,                0.74349,                 0.8215,                0.51033,                  1.357,                0.85302,                 1.0694,               0.003961,               0.003961,               0.003961
                    124,                 1.6706,                 1.3209,                 1.2626,                0.85217,                0.74556,                0.82159,                0.51039,                  1.357,                0.85331,                 1.0696,              0.0039115,              0.0039115,              0.0039115
                    125,                 1.6623,                 1.3003,                 1.2556,                0.84767,                0.75138,                0.82168,                0.51021,                 1.3572,                0.85302,                 1.0696,               0.003862,               0.003862,               0.003862
                    126,                 1.6639,                  1.308,                 1.2581,                0.84778,                0.74975,                0.82191,                0.51124,                 1.3574,                0.85247,                 1.0699,              0.0038125,              0.0038125,              0.0038125
                    127,                 1.6505,                 1.2901,                 1.2556,                0.84514,                0.75204,                0.82196,                0.51091,                 1.3572,                0.85188,                   1.07,               0.003763,               0.003763,               0.003763
                    128,                 1.6562,                 1.2968,                 1.2506,                0.84522,                0.75316,                0.82215,                0.51109,                 1.3574,                0.85147,                   1.07,              0.0037135,              0.0037135,              0.0037135
                    129,                  1.665,                 1.2899,                 1.2509,                 0.8433,                 0.7536,                0.82203,                0.51054,                 1.3572,                0.85147,                   1.07,               0.003664,               0.003664,               0.003664
                    130,                 1.6541,                 1.2836,                 1.2485,                0.84359,                0.75158,                0.82185,                0.51068,                 1.3576,                0.85091,                 1.0701,              0.0036145,              0.0036145,              0.0036145
                    131,                 1.6475,                 1.2728,                 1.2425,                0.84349,                0.75172,                0.82239,                0.51158,                 1.3577,                 0.8504,                 1.0703,               0.003565,               0.003565,               0.003565
                    132,                 1.6481,                 1.2753,                 1.2452,                0.84566,                0.75136,                 0.8224,                0.51148,                 1.3576,                0.85003,                 1.0701,              0.0035155,              0.0035155,              0.0035155
                    133,                 1.6366,                 1.2656,                 1.2395,                0.84586,                 0.7511,                0.82259,                0.51142,                 1.3578,                0.84949,                 1.0701,               0.003466,               0.003466,               0.003466
                    134,                 1.6445,                 1.2736,                 1.2375,                0.84659,                0.75196,                0.82308,                0.51164,                 1.3578,                0.84998,                 1.0699,              0.0034165,              0.0034165,              0.0034165
                    135,                 1.6331,                 1.2588,                 1.2397,                 0.8489,                0.75196,                0.82336,                0.51141,                 1.3586,                0.84957,                 1.0699,               0.003367,               0.003367,               0.003367
                    136,                 1.6373,                 1.2674,                 1.2415,                0.85076,                0.75095,                0.82352,                0.51128,                 1.3581,                 0.8495,                 1.0698,              0.0033175,              0.0033175,              0.0033175
                    137,                 1.6394,                  1.256,                 1.2413,                0.85348,                0.74994,                0.82347,                0.51134,                 1.3576,                0.84994,                 1.0696,               0.003268,               0.003268,               0.003268
                    138,                 1.6422,                 1.2611,                 1.2415,                0.85228,                0.74997,                0.82362,                0.51186,                 1.3575,                0.85011,                 1.0696,              0.0032185,              0.0032185,              0.0032185
                    139,                 1.6334,                 1.2527,                 1.2368,                 0.8542,                0.74906,                0.82328,                0.51204,                 1.3574,                0.85004,                 1.0696,               0.003169,               0.003169,               0.003169
                    140,                 1.6305,                 1.2463,                 1.2373,                0.85439,                0.74982,                0.82309,                0.51192,                 1.3578,                0.85006,                 1.0695,              0.0031195,              0.0031195,              0.0031195
                    141,                 1.6263,                 1.2459,                 1.2349,                0.85058,                0.75326,                0.82318,                0.51212,                 1.3576,                0.84987,                 1.0694,                0.00307,                0.00307,                0.00307
                    142,                   1.62,                 1.2314,                  1.234,                0.85167,                0.75083,                0.82255,                0.51211,                 1.3579,                0.84993,                 1.0692,              0.0030205,              0.0030205,              0.0030205
                    143,                 1.6146,                 1.2309,                 1.2272,                0.85113,                0.75007,                0.82262,                0.51247,                 1.3578,                0.84948,                 1.0691,               0.002971,               0.002971,               0.002971
                    144,                 1.6177,                 1.2292,                 1.2279,                0.85036,                0.74962,                0.82151,                0.51217,                 1.3575,                 0.8489,                 1.0691,              0.0029215,              0.0029215,              0.0029215
                    145,                 1.6115,                 1.2228,                 1.2258,                0.85656,                0.74661,                 0.8217,                0.51211,                  1.358,                0.84911,                  1.069,               0.002872,               0.002872,               0.002872
                    146,                 1.6129,                  1.222,                 1.2191,                0.85725,                0.74683,                0.82135,                0.51228,                 1.3575,                 0.8491,                 1.0686,              0.0028225,              0.0028225,              0.0028225
                    147,                 1.6128,                  1.222,                 1.2262,                0.85087,                0.75007,                 0.8216,                0.51238,                 1.3571,                0.84852,                 1.0682,               0.002773,               0.002773,               0.002773
                    148,                 1.6039,                 1.2102,                 1.2228,                0.85043,                0.75021,                0.82164,                0.51244,                 1.3575,                0.84841,                 1.0684,              0.0027235,              0.0027235,              0.0027235
                    149,                 1.5994,                 1.2074,                  1.217,                0.85389,                0.74832,                 0.8216,                0.51266,                 1.3579,                0.84841,                 1.0683,               0.002674,               0.002674,               0.002674
                    150,                 1.5968,                 1.2084,                 1.2181,                0.85514,                0.74847,                0.82215,                0.51251,                 1.3583,                0.84844,                 1.0685,              0.0026245,              0.0026245,              0.0026245
                    151,                 1.5868,                  1.194,                 1.2112,                0.85339,                0.74925,                0.82182,                 0.5134,                 1.3583,                0.84792,                 1.0684,               0.002575,               0.002575,               0.002575
                    152,                  1.587,                 1.1889,                  1.216,                0.85578,                0.74881,                0.82224,                0.51255,                 1.3582,                0.84803,                 1.0684,              0.0025255,              0.0025255,              0.0025255
                    153,                 1.5944,                  1.191,                 1.2101,                0.85811,                 0.7497,                 0.8227,                0.51269,                 1.3584,                0.84788,                 1.0681,               0.002476,               0.002476,               0.002476
                    154,                 1.5889,                 1.1937,                 1.2104,                  0.858,                   0.75,                0.82265,                0.51264,                 1.3584,                0.84781,                 1.0682,              0.0024265,              0.0024265,              0.0024265
                    155,                 1.5818,                 1.1711,                  1.208,                0.85928,                0.74868,                0.82223,                0.51306,                 1.3583,                0.84761,                  1.068,               0.002377,               0.002377,               0.002377
                    156,                 1.5802,                 1.1762,                 1.2074,                0.85976,                0.74868,                 0.8226,                0.51348,                 1.3584,                0.84733,                 1.0679,              0.0023275,              0.0023275,              0.0023275
                    157,                  1.572,                 1.1694,                 1.2047,                0.85785,                0.74934,                0.82257,                0.51368,                 1.3585,                0.84753,                 1.0678,               0.002278,               0.002278,               0.002278
                    158,                 1.5763,                 1.1645,                 1.2046,                0.85991,                0.74742,                0.82298,                0.51379,                 1.3585,                0.84773,                 1.0678,              0.0022285,              0.0022285,              0.0022285
                    159,                 1.5746,                 1.1632,                  1.202,                0.85719,                0.75069,                0.82373,                0.51452,                 1.3583,                0.84759,                 1.0678,               0.002179,               0.002179,               0.002179
                    160,                 1.5688,                  1.159,                 1.2006,                0.86153,                0.74829,                0.82376,                0.51447,                 1.3581,                0.84783,                 1.0675,              0.0021295,              0.0021295,              0.0021295
                    161,                 1.5671,                 1.1608,                 1.2022,                0.86025,                0.74793,                0.82417,                0.51472,                 1.3587,                0.84819,                 1.0678,                0.00208,                0.00208,                0.00208
                    162,                 1.5586,                 1.1485,                 1.1964,                0.86231,                0.74721,                  0.824,                0.51432,                 1.3589,                0.84884,                 1.0679,              0.0020305,              0.0020305,              0.0020305
                    163,                 1.5609,                 1.1429,                 1.1984,                0.86216,                0.74538,                0.82405,                0.51518,                 1.3596,                0.84904,                 1.0678,               0.001981,               0.001981,               0.001981
                    164,                 1.5593,                  1.151,                 1.1989,                0.86323,                0.74548,                0.82386,                0.51514,                 1.3597,                0.84905,                 1.0676,              0.0019315,              0.0019315,              0.0019315
                    165,                  1.556,                 1.1408,                 1.1959,                0.86489,                0.74525,                0.82437,                0.51573,                 1.3596,                0.84946,                 1.0677,               0.001882,               0.001882,               0.001882
                    166,                  1.549,                 1.1455,                 1.1915,                0.86364,                0.74472,                0.82395,                0.51602,                   1.36,                0.84951,                 1.0677,              0.0018325,              0.0018325,              0.0018325
                    167,                 1.5398,                 1.1315,                 1.1923,                0.86276,                 0.7427,                0.82335,                0.51532,                 1.3604,                0.84963,                 1.0677,               0.001783,               0.001783,               0.001783
                    168,                 1.5479,                 1.1272,                 1.1903,                0.86094,                0.74309,                0.82327,                0.51598,                 1.3605,                0.85042,                  1.068,              0.0017335,              0.0017335,              0.0017335
                    169,                 1.5438,                 1.1308,                 1.1878,                0.86046,                0.74389,                0.82331,                0.51613,                 1.3602,                0.85052,                 1.0678,               0.001684,               0.001684,               0.001684
                    170,                 1.5359,                 1.1171,                  1.182,                0.86117,                0.74303,                0.82305,                0.51583,                 1.3604,                0.85074,                 1.0677,              0.0016345,              0.0016345,              0.0016345
                    171,                 1.5275,                 1.1142,                 1.1827,                0.85575,                0.74581,                0.82282,                0.51579,                 1.3608,                0.85104,                 1.0677,               0.001585,               0.001585,               0.001585
                    172,                  1.522,                 1.0962,                 1.1787,                0.85598,                0.74731,                0.82337,                0.51579,                  1.361,                0.85172,                 1.0678,              0.0015355,              0.0015355,              0.0015355
                    173,                 1.5362,                 1.1046,                 1.1823,                0.85547,                0.74762,                0.82337,                0.51634,                  1.361,                0.85156,                 1.0679,               0.001486,               0.001486,               0.001486
                    174,                 1.5286,                 1.1141,                 1.1811,                0.86302,                0.74375,                0.82347,                0.51612,                 1.3615,                0.85227,                  1.068,              0.0014365,              0.0014365,              0.0014365
                    175,                 1.5181,                 1.0907,                 1.1739,                0.86305,                0.74285,                0.82342,                0.51649,                 1.3616,                0.85264,                  1.068,               0.001387,               0.001387,               0.001387
                    176,                 1.5128,                 1.0926,                  1.173,                0.86315,                0.74197,                0.82333,                0.51594,                 1.3617,                0.85276,                  1.068,              0.0013375,              0.0013375,              0.0013375
                    177,                 1.5059,                 1.0754,                 1.1712,                 0.8638,                0.74147,                0.82331,                0.51559,                  1.362,                0.85355,                 1.0681,               0.001288,               0.001288,               0.001288
                    178,                 1.5062,                 1.0827,                  1.174,                0.86376,                 0.7417,                0.82324,                0.51546,                 1.3616,                0.85365,                  1.068,              0.0012385,              0.0012385,              0.0012385
                    179,                 1.5048,                 1.0843,                 1.1704,                0.86324,                0.74328,                0.82312,                0.51529,                 1.3618,                0.85399,                 1.0676,               0.001189,               0.001189,               0.001189
                    180,                 1.4986,                 1.0707,                 1.1657,                0.86045,                0.74499,                 0.8233,                0.51542,                 1.3617,                0.85441,                 1.0675,              0.0011395,              0.0011395,              0.0011395
                    181,                 1.5046,                 1.0827,                 1.1691,                 0.8608,                0.74499,                0.82343,                0.51552,                  1.362,                0.85537,                 1.0674,                0.00109,                0.00109,                0.00109
                    182,                 1.4912,                 1.0594,                 1.1601,                 0.8609,                0.74586,                0.82431,                0.51576,                 1.3618,                0.85539,                 1.0671,              0.0010405,              0.0010405,              0.0010405
                    183,                 1.4897,                 1.0571,                 1.1579,                0.86277,                0.74567,                0.82459,                0.51564,                 1.3618,                0.85587,                 1.0672,               0.000991,               0.000991,               0.000991
                    184,                 1.4773,                 1.0411,                 1.1538,                0.86345,                0.74553,                0.82448,                0.51511,                 1.3619,                0.85628,                  1.067,              0.0009415,              0.0009415,              0.0009415
                    185,                 1.4866,                 1.0588,                 1.1603,                0.86214,                0.74671,                0.82427,                0.51544,                 1.3626,                0.85649,                 1.0673,               0.000892,               0.000892,               0.000892
                    186,                 1.4802,                 1.0477,                 1.1572,                0.86214,                0.74807,                0.82439,                0.51506,                 1.3626,                0.85682,                 1.0672,              0.0008425,              0.0008425,              0.0008425
                    187,                 1.4703,                 1.0362,                 1.1508,                 0.8631,                0.74693,                0.82449,                0.51524,                 1.3626,                0.85736,                 1.0672,               0.000793,               0.000793,               0.000793
                    188,                 1.4672,                 1.0441,                 1.1544,                 0.8657,                0.74653,                0.82484,                0.51535,                 1.3625,                0.85753,                 1.0671,              0.0007435,              0.0007435,              0.0007435
                    189,                 1.4702,                 1.0365,                 1.1516,                0.86539,                0.74653,                0.82437,                0.51563,                 1.3632,                0.85771,                 1.0674,               0.000694,               0.000694,               0.000694
                    190,                 1.4637,                0.95323,                 1.1662,                0.86892,                0.74635,                 0.8248,                 0.5156,                 1.3632,                0.85811,                 1.0674,              0.0006445,              0.0006445,              0.0006445
                    191,                 1.4431,                0.93558,                 1.1577,                0.86728,                0.74661,                0.82463,                0.51566,                 1.3634,                0.85927,                 1.0671,               0.000595,               0.000595,               0.000595
                    192,                 1.4268,                0.92208,                 1.1492,                0.86709,                0.74651,                0.82467,                0.51491,                 1.3631,                0.85944,                 1.0669,              0.0005455,              0.0005455,              0.0005455
                    193,                 1.4307,                0.92199,                  1.151,                0.87078,                0.74195,                0.82512,                0.51505,                 1.3635,                0.86024,                 1.0674,               0.000496,               0.000496,               0.000496
                    194,                 1.4186,                0.90982,                 1.1452,                 0.8706,                 0.7414,                0.82386,                0.51483,                 1.3636,                 0.8607,                 1.0674,              0.0004465,              0.0004465,              0.0004465
                    195,                 1.4104,                0.90276,                  1.141,                0.87137,                0.74185,                0.82457,                0.51477,                  1.364,                 0.8611,                 1.0674,               0.000397,               0.000397,               0.000397
                    196,                 1.4071,                0.89813,                 1.1399,                0.86998,                0.74225,                 0.8237,                0.51457,                 1.3641,                0.86191,                 1.0671,              0.0003475,              0.0003475,              0.0003475
                    197,                 1.3974,                0.89114,                 1.1343,                0.86968,                0.74369,                0.82368,                0.51431,                 1.3641,                0.86278,                  1.067,               0.000298,               0.000298,               0.000298
                    198,                 1.3977,                0.89388,                 1.1385,                0.86987,                0.74435,                0.82336,                0.51361,                 1.3641,                0.86344,                  1.067,              0.0002485,              0.0002485,              0.0002485
                    199,                 1.3926,                0.88857,                  1.134,                0.86868,                0.74514,                0.82317,                0.51409,                 1.3644,                0.86342,                 1.0675,               0.000199,               0.000199,               0.000199