hand_detect_v0.7_s/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,                 1.7894,                 2.3621,                 1.6274,                0.69009,                0.49014,                0.55865,                0.32557,                 1.4251,                 1.4103,                 1.3188,               0.070045,              0.0033284,              0.0033284
                      1,                 1.6707,                 1.7746,                 1.4743,                0.70873,                0.47857,                0.55177,                0.31744,                 1.4631,                 1.4466,                 1.3281,               0.040012,              0.0066287,              0.0066287
                      2,                 1.7576,                 1.9226,                 1.5209,                0.53923,                0.40943,                0.40111,                0.21658,                 1.6235,                   1.98,                 1.4874,              0.0099458,              0.0098961,              0.0098961
                      3,                 1.8507,                 2.0688,                 1.6028,                 0.6492,                0.45899,                0.50058,                0.27522,                 1.6137,                 1.6564,                 1.4621,              0.0098515,              0.0098515,              0.0098515
                      4,                 1.8051,                 1.9559,                 1.5814,                0.67993,                0.46367,                0.52057,                0.28842,                 1.5642,                 1.5634,                 1.4352,              0.0098515,              0.0098515,              0.0098515
                      5,                 1.7695,                 1.8542,                 1.5633,                0.75254,                0.49579,                0.57755,                0.33757,                 1.4946,                 1.4324,                 1.4008,               0.009802,               0.009802,               0.009802
                      6,                 1.7304,                 1.7797,                 1.5283,                 0.7265,                0.51966,                  0.583,                 0.3341,                 1.4932,                  1.432,                 1.3959,              0.0097525,              0.0097525,              0.0097525
                      7,                 1.7104,                 1.7353,                 1.5199,                0.71512,                0.49763,                0.56195,                0.32485,                 1.5025,                 1.4389,                 1.3907,               0.009703,               0.009703,               0.009703
                      8,                 1.6784,                 1.6609,                 1.4924,                 0.7783,                0.54476,                0.63212,                0.38609,                 1.4035,                 1.2161,                 1.3294,              0.0096535,              0.0096535,              0.0096535
                      9,                 1.6574,                 1.6035,                 1.4734,                0.76093,                0.54397,                0.62263,                0.36822,                 1.4507,                 1.2676,                  1.367,               0.009604,               0.009604,               0.009604
                     10,                 1.6358,                 1.5625,                 1.4616,                0.78345,                0.56488,                0.64494,                0.38595,                  1.408,                 1.2123,                 1.3256,              0.0095545,              0.0095545,              0.0095545
                     11,                 1.6378,                 1.5514,                 1.4643,                0.77677,                0.55345,                0.63509,                0.38556,                 1.4066,                 1.2188,                 1.3347,               0.009505,               0.009505,               0.009505
                     12,                 1.6073,                 1.5104,                 1.4437,                 0.7892,                0.56451,                0.65019,                0.39591,                 1.3886,                 1.1796,                 1.3158,              0.0094555,              0.0094555,              0.0094555
                     13,                 1.6051,                 1.4911,                 1.4338,                0.79691,                0.57978,                0.65879,                0.40105,                 1.3851,                 1.1298,                 1.3024,               0.009406,               0.009406,               0.009406
                     14,                 1.5826,                 1.4641,                  1.415,                0.81769,                0.57083,                0.66663,                0.41045,                 1.3761,                 1.1209,                 1.3051,              0.0093565,              0.0093565,              0.0093565
                     15,                 1.5862,                 1.4514,                 1.4203,                0.82528,                0.57056,                0.67295,                 0.4155,                 1.3592,                 1.1045,                 1.2994,               0.009307,               0.009307,               0.009307
                     16,                 1.5722,                 1.4301,                 1.4076,                0.80218,                0.58724,                0.67836,                   0.42,                 1.3528,                   1.09,                  1.294,              0.0092575,              0.0092575,              0.0092575
                     17,                 1.5565,                 1.4002,                 1.3968,                0.82344,                0.58952,                0.68496,                0.42512,                 1.3448,                 1.0583,                 1.2775,               0.009208,               0.009208,               0.009208
                     18,                 1.5513,                  1.387,                 1.3944,                0.82451,                0.59663,                0.68703,                0.42481,                 1.3373,                  1.045,                 1.2859,              0.0091585,              0.0091585,              0.0091585
                     19,                 1.5385,                 1.3801,                 1.3888,                0.79777,                0.61594,                0.69674,                0.43619,                 1.3316,                 1.0288,                  1.276,               0.009109,               0.009109,               0.009109
                     20,                 1.5364,                 1.3593,                 1.3887,                0.81307,                 0.6104,                 0.6992,                0.43924,                 1.3301,                 1.0046,                 1.2681,              0.0090595,              0.0090595,              0.0090595
                     21,                 1.5324,                 1.3402,                 1.3805,                0.83983,                0.61401,                0.70236,                0.43869,                 1.3314,                 1.0018,                 1.2625,                0.00901,                0.00901,                0.00901
                     22,                 1.5199,                 1.3108,                 1.3691,                0.82312,                0.62243,                0.70371,                0.44177,                 1.3234,                0.99962,                 1.2724,              0.0089605,              0.0089605,              0.0089605
                     23,                  1.514,                 1.3007,                 1.3628,                 0.8246,                0.62013,                0.70635,                0.44866,                 1.3146,                0.99301,                 1.2517,               0.008911,               0.008911,               0.008911
                     24,                 1.5152,                 1.3084,                 1.3628,                0.81485,                0.62928,                0.70824,                0.44819,                 1.3135,                0.98085,                 1.2623,              0.0088615,              0.0088615,              0.0088615
                     25,                 1.4986,                  1.275,                 1.3488,                 0.8459,                0.62059,                0.71126,                0.45229,                 1.3128,                0.96018,                 1.2526,               0.008812,               0.008812,               0.008812
                     26,                 1.4926,                 1.2696,                  1.352,                0.82976,                0.64113,                0.72379,                0.45933,                 1.2959,                0.94916,                 1.2402,              0.0087625,              0.0087625,              0.0087625
                     27,                 1.4901,                 1.2691,                 1.3492,                 0.8292,                0.64165,                0.72439,                0.46206,                 1.2971,                0.93252,                  1.243,               0.008713,               0.008713,               0.008713
                     28,                 1.4876,                 1.2513,                 1.3493,                0.84564,                0.62875,                0.71745,                0.45445,                 1.2923,                0.95488,                 1.2356,              0.0086635,              0.0086635,              0.0086635
                     29,                 1.4833,                 1.2407,                 1.3395,                 0.8428,                 0.6356,                0.72319,                 0.4601,                 1.2988,                0.92984,                 1.2434,               0.008614,               0.008614,               0.008614
                     30,                 1.4695,                 1.2296,                 1.3348,                0.83344,                0.63428,                 0.7208,                0.45994,                 1.2716,                 0.9344,                 1.2295,              0.0085645,              0.0085645,              0.0085645
                     31,                 1.4623,                 1.2097,                 1.3299,                0.84105,                0.64297,                0.72589,                0.46653,                 1.2762,                0.91566,                 1.2329,               0.008515,               0.008515,               0.008515
                     32,                 1.4565,                 1.2051,                 1.3205,                0.84918,                0.63896,                0.72955,                 0.4666,                 1.2795,                0.90365,                  1.236,              0.0084655,              0.0084655,              0.0084655
                     33,                 1.4652,                 1.2107,                 1.3272,                0.84351,                0.65034,                0.73447,                 0.4671,                 1.2796,                0.90554,                 1.2367,               0.008416,               0.008416,               0.008416
                     34,                 1.4627,                 1.2032,                  1.322,                0.85508,                0.65095,                0.73931,                0.47389,                  1.276,                0.88795,                 1.2247,              0.0083665,              0.0083665,              0.0083665
                     35,                 1.4593,                 1.1967,                 1.3225,                0.84958,                0.65298,                0.73711,                0.46963,                 1.2707,                0.89061,                 1.2265,               0.008317,               0.008317,               0.008317
                     36,                 1.4488,                 1.1801,                 1.3181,                0.85887,                0.66015,                0.74302,                0.47887,                 1.2689,                0.87392,                 1.2208,              0.0082675,              0.0082675,              0.0082675
                     37,                 1.4427,                 1.1649,                 1.3128,                0.87104,                0.64508,                0.74146,                0.47737,                 1.2667,                0.87363,                 1.2202,               0.008218,               0.008218,               0.008218
                     38,                 1.4375,                  1.171,                 1.3083,                0.86194,                0.65482,                0.74251,                0.48193,                 1.2495,                  0.864,                 1.2149,              0.0081685,              0.0081685,              0.0081685
                     39,                 1.4268,                 1.1558,                 1.3038,                0.86458,                0.65726,                0.74414,                0.48182,                 1.2645,                0.85367,                 1.2221,               0.008119,               0.008119,               0.008119
                     40,                 1.4352,                 1.1553,                 1.3052,                 0.8657,                0.65456,                0.74375,                0.47968,                 1.2602,                0.85653,                 1.2191,              0.0080695,              0.0080695,              0.0080695
                     41,                 1.4205,                 1.1429,                  1.305,                0.87371,                0.65034,                0.74564,                 0.4805,                 1.2556,                0.84927,                 1.2174,                0.00802,                0.00802,                0.00802
                     42,                 1.4216,                  1.137,                 1.2981,                0.86653,                0.66497,                0.75031,                0.48564,                 1.2462,                0.83352,                 1.2167,              0.0079705,              0.0079705,              0.0079705
                     43,                 1.4173,                 1.1343,                 1.2951,                0.87046,                 0.6564,                0.74747,                0.48211,                 1.2474,                0.83808,                 1.2127,               0.007921,               0.007921,               0.007921
                     44,                 1.4092,                 1.1354,                 1.2906,                0.84632,                0.66983,                0.74517,                0.48352,                 1.2506,                 0.8421,                 1.2156,              0.0078715,              0.0078715,              0.0078715
                     45,                 1.4079,                 1.1188,                 1.2859,                0.85369,                0.66827,                 0.7519,                0.48644,                 1.2526,                0.82814,                 1.2142,               0.007822,               0.007822,               0.007822
                     46,                  1.412,                 1.1188,                 1.2915,                 0.8649,                0.66272,                0.75091,                0.48877,                 1.2466,                0.83431,                 1.2102,              0.0077725,              0.0077725,              0.0077725
                     47,                 1.4035,                 1.1087,                 1.2799,                0.84773,                0.67562,                0.75471,                0.49078,                 1.2436,                0.82861,                 1.2027,               0.007723,               0.007723,               0.007723
                     48,                 1.3921,                  1.096,                 1.2684,                 0.8579,                0.67239,                0.75608,                0.49105,                 1.2431,                0.82169,                  1.203,              0.0076735,              0.0076735,              0.0076735
                     49,                 1.3774,                 1.0856,                 1.2688,                0.87328,                0.67325,                0.75731,                0.49282,                 1.2369,                0.81725,                 1.2058,               0.007624,               0.007624,               0.007624
                     50,                 1.3925,                 1.0894,                 1.2751,                0.86661,                0.68167,                0.75729,                0.49137,                 1.2401,                0.80519,                  1.203,              0.0075745,              0.0075745,              0.0075745
                     51,                 1.3877,                 1.0903,                 1.2664,                0.86792,                0.67475,                0.75996,                0.49287,                 1.2417,                0.80247,                 1.2017,               0.007525,               0.007525,               0.007525
                     52,                 1.3783,                 1.0822,                  1.265,                0.85028,                0.68186,                0.75797,                0.49309,                 1.2378,                0.81307,                 1.1968,              0.0074755,              0.0074755,              0.0074755
                     53,                  1.377,                 1.0889,                 1.2692,                0.85461,                  0.681,                0.75847,                0.49507,                 1.2372,                0.80629,                 1.2029,               0.007426,               0.007426,               0.007426
                     54,                  1.379,                 1.0632,                 1.2689,                0.86456,                0.67394,                0.75968,                0.49731,                 1.2306,                 0.7991,                 1.1957,              0.0073765,              0.0073765,              0.0073765
                     55,                 1.3712,                 1.0701,                 1.2646,                0.86891,                0.67588,                0.76042,                0.49565,                  1.239,                0.79971,                 1.1971,               0.007327,               0.007327,               0.007327
                     56,                 1.3729,                 1.0578,                 1.2572,                0.87331,                 0.6793,                0.76349,                0.49694,                 1.2403,                0.80018,                 1.1953,              0.0072775,              0.0072775,              0.0072775
                     57,                 1.3711,                 1.0635,                   1.26,                0.87973,                0.67536,                0.76475,                0.49746,                 1.2334,                0.78964,                 1.1954,               0.007228,               0.007228,               0.007228
                     58,                 1.3627,                 1.0537,                 1.2555,                0.85174,                0.68372,                0.76371,                0.49812,                  1.235,                0.79164,                 1.1967,              0.0071785,              0.0071785,              0.0071785
                     59,                 1.3523,                 1.0409,                 1.2523,                0.86731,                0.68826,                 0.7677,                0.50084,                 1.2346,                0.78227,                 1.1996,               0.007129,               0.007129,               0.007129
                     60,                 1.3617,                 1.0378,                 1.2472,                0.85707,                0.68878,                0.76942,                 0.5016,                 1.2275,                0.77842,                 1.1909,              0.0070795,              0.0070795,              0.0070795
                     61,                 1.3687,                 1.0456,                  1.261,                0.86662,                0.68378,                0.76882,                0.50222,                 1.2277,                0.77699,                 1.1936,                0.00703,                0.00703,                0.00703
                     62,                 1.3592,                  1.038,                 1.2517,                0.87764,                0.67419,                0.76944,                0.50146,                 1.2265,                0.77975,                 1.1925,              0.0069805,              0.0069805,              0.0069805
                     63,                 1.3516,                 1.0355,                 1.2513,                0.87911,                0.67587,                 0.7685,                0.50478,                 1.2209,                0.77564,                 1.1885,               0.006931,               0.006931,               0.006931
                     64,                 1.3476,                 1.0353,                  1.244,                0.87866,                0.68062,                0.77089,                0.50613,                 1.2202,                 0.7716,                 1.1872,              0.0068815,              0.0068815,              0.0068815
                     65,                 1.3525,                 1.0368,                 1.2485,                0.87357,                0.68352,                0.77189,                0.50624,                 1.2205,                0.76619,                 1.1867,               0.006832,               0.006832,               0.006832
                     66,                 1.3399,                 1.0194,                  1.243,                0.87881,                0.68009,                0.76886,                0.50544,                 1.2195,                0.76853,                 1.1873,              0.0067825,              0.0067825,              0.0067825
                     67,                  1.343,                 1.0201,                 1.2355,                0.87837,                0.67883,                0.76868,                0.50465,                 1.2219,                0.77108,                 1.1885,               0.006733,               0.006733,               0.006733
                     68,                 1.3326,                 1.0098,                 1.2403,                0.88872,                0.67562,                0.77094,                0.50512,                 1.2189,                0.76766,                  1.186,              0.0066835,              0.0066835,              0.0066835
                     69,                 1.3236,                 1.0009,                 1.2263,                 0.8943,                0.67483,                0.77326,                 0.5072,                 1.2183,                0.76753,                 1.1855,               0.006634,               0.006634,               0.006634
                     70,                 1.3396,                 1.0163,                  1.237,                0.86786,                0.68826,                0.77396,                0.50702,                 1.2189,                 0.7602,                 1.1857,              0.0065845,              0.0065845,              0.0065845
                     71,                 1.3237,                0.98992,                 1.2312,                0.86724,                0.69317,                0.77516,                 0.5083,                 1.2161,                0.75821,                 1.1847,               0.006535,               0.006535,               0.006535
                     72,                 1.3194,                0.98359,                  1.228,                0.86701,                0.69521,                0.77462,                0.50965,                  1.214,                 0.7559,                 1.1834,              0.0064855,              0.0064855,              0.0064855
                     73,                 1.3215,                0.99089,                 1.2269,                0.87524,                0.68898,                0.77507,                0.51002,                 1.2116,                0.75274,                 1.1825,               0.006436,               0.006436,               0.006436
                     74,                 1.3162,                0.98285,                 1.2277,                0.88935,                0.68378,                0.77507,                0.51093,                 1.2123,                0.75215,                 1.1837,              0.0063865,              0.0063865,              0.0063865
                     75,                 1.3123,                 0.9881,                 1.2252,                0.88443,                0.68694,                0.77474,                0.51044,                 1.2124,                0.75451,                 1.1833,               0.006337,               0.006337,               0.006337
                     76,                 1.3116,                0.97259,                 1.2233,                0.87314,                0.69405,                0.77474,                 0.5119,                 1.2092,                0.75293,                 1.1816,              0.0062875,              0.0062875,              0.0062875
                     77,                 1.3043,                0.96431,                 1.2161,                0.87408,                0.69695,                0.77518,                0.51188,                 1.2072,                0.75105,                 1.1804,               0.006238,               0.006238,               0.006238
                     78,                 1.3095,                0.96732,                 1.2186,                0.87297,                0.70023,                0.77583,                0.51336,                 1.2067,                0.75111,                 1.1795,              0.0061885,              0.0061885,              0.0061885
                     79,                 1.2989,                0.96077,                 1.2152,                0.87701,                0.69905,                0.77696,                0.51297,                 1.2068,                0.75025,                 1.1798,               0.006139,               0.006139,               0.006139
                     80,                 1.3031,                0.96046,                 1.2167,                0.87844,                0.69721,                0.77711,                0.51356,                 1.2063,                0.74787,                 1.1798,              0.0060895,              0.0060895,              0.0060895
                     81,                 1.3002,                0.96405,                 1.2173,                0.87935,                0.69563,                0.77766,                0.51384,                 1.2069,                0.74567,                 1.1807,                0.00604,                0.00604,                0.00604
                     82,                 1.2857,                0.94275,                 1.2063,                0.87526,                0.70019,                 0.7773,                0.51378,                 1.2065,                0.74505,                  1.179,              0.0059905,              0.0059905,              0.0059905
                     83,                 1.2916,                0.95352,                 1.2056,                0.87621,                0.70074,                0.77717,                0.51401,                 1.2064,                 0.7427,                 1.1789,               0.005941,               0.005941,               0.005941
                     84,                 1.2899,                0.94196,                  1.207,                0.86582,                0.70169,                0.77623,                0.51369,                 1.2059,                0.74129,                 1.1783,              0.0058915,              0.0058915,              0.0058915
                     85,                 1.2821,                0.94576,                 1.2044,                0.86536,                0.70116,                0.77714,                0.51399,                 1.2065,                0.74089,                 1.1787,               0.005842,               0.005842,               0.005842
                     86,                 1.2863,                0.93996,                 1.2086,                0.86848,                  0.703,                0.77711,                0.51407,                 1.2077,                0.74065,                 1.1803,              0.0057925,              0.0057925,              0.0057925
                     87,                 1.2827,                 0.9378,                 1.2001,                 0.8759,                0.69877,                0.77793,                0.51393,                 1.2083,                0.73979,                 1.1808,               0.005743,               0.005743,               0.005743
                     88,                 1.2781,                0.93135,                 1.1999,                0.87614,                0.69905,                0.77818,                0.51443,                 1.2087,                0.73778,                 1.1811,              0.0056935,              0.0056935,              0.0056935
                     89,                 1.2727,                0.92909,                  1.192,                0.87914,                0.69853,                0.77726,                0.51485,                 1.2083,                0.73834,                 1.1811,               0.005644,               0.005644,               0.005644
                     90,                 1.2627,                0.91997,                 1.1859,                0.88212,                0.69484,                0.77695,                0.51483,                 1.2096,                0.73729,                 1.1814,              0.0055945,              0.0055945,              0.0055945
                     91,                  1.266,                0.91527,                 1.1928,                0.87934,                  0.698,                 0.7768,                0.51426,                 1.2084,                0.73779,                 1.1805,               0.005545,               0.005545,               0.005545
                     92,                 1.2637,                0.91854,                  1.187,                0.87983,                0.69932,                0.77703,                0.51442,                 1.2075,                0.73689,                 1.1801,              0.0054955,              0.0054955,              0.0054955
                     93,                 1.2614,                0.90857,                 1.1845,                 0.8721,                0.70379,                0.77734,                0.51445,                 1.2086,                 0.7361,                 1.1808,               0.005446,               0.005446,               0.005446
                     94,                 1.2603,                0.91141,                 1.1894,                0.86997,                0.70461,                0.77706,                0.51418,                 1.2081,                0.73649,                   1.18,              0.0053965,              0.0053965,              0.0053965
                     95,                 1.2534,                0.90406,                 1.1856,                 0.8657,                0.70941,                0.77758,                0.51379,                  1.209,                  0.736,                 1.1804,               0.005347,               0.005347,               0.005347
                     96,                 1.2605,                0.89724,                 1.1857,                0.85999,                0.71037,                0.77731,                0.51373,                 1.2096,                0.73504,                  1.181,              0.0052975,              0.0052975,              0.0052975
                     97,                 1.2468,                0.89112,                 1.1821,                0.87908,                0.69677,                0.77804,                0.51429,                 1.2096,                0.73397,                 1.1814,               0.005248,               0.005248,               0.005248
                     98,                 1.2503,                0.88968,                  1.184,                0.87496,                0.70011,                0.77724,                0.51448,                 1.2105,                0.73373,                 1.1817,              0.0051985,              0.0051985,              0.0051985
                     99,                 1.2383,                0.88575,                 1.1761,                0.87351,                0.70011,                0.77736,                 0.5149,                 1.2109,                0.73313,                 1.1818,               0.005149,               0.005149,               0.005149
                    100,                 1.2408,                 0.8803,                  1.177,                 0.8733,                 0.7009,                0.77806,                 0.5146,                 1.2112,                0.73312,                  1.182,              0.0050995,              0.0050995,              0.0050995
                    101,                 1.2371,                0.88301,                  1.174,                0.87218,                0.70067,                0.77821,                0.51476,                 1.2118,                0.73308,                 1.1824,                0.00505,                0.00505,                0.00505
                    102,                 1.2311,                0.87493,                 1.1734,                0.88573,                0.69405,                0.77828,                0.51475,                  1.212,                0.73295,                 1.1825,              0.0050005,              0.0050005,              0.0050005
                    103,                 1.2311,                0.87658,                 1.1703,                0.88404,                 0.6951,                0.77833,                0.51406,                 1.2123,                0.73293,                 1.1826,               0.004951,               0.004951,               0.004951
                    104,                 1.2249,                0.85923,                 1.1637,                0.88295,                0.69514,                0.77826,                0.51507,                 1.2122,                0.73325,                 1.1826,              0.0049015,              0.0049015,              0.0049015
                    105,                 1.2376,                 0.8676,                 1.1712,                0.88249,                0.69602,                0.77853,                0.51504,                 1.2127,                0.73347,                 1.1826,               0.004852,               0.004852,               0.004852
                    106,                  1.227,                0.86135,                 1.1669,                0.88208,                0.69642,                0.77792,                0.51514,                 1.2126,                0.73338,                 1.1826,              0.0048025,              0.0048025,              0.0048025
                    107,                 1.2171,                0.85763,                 1.1627,                0.88692,                0.69593,                 0.7786,                0.51566,                  1.213,                0.73262,                 1.1827,               0.004753,               0.004753,               0.004753
                    108,                 1.2195,                0.85941,                 1.1676,                0.88642,                0.69589,                0.77895,                0.51606,                 1.2137,                0.73212,                 1.1829,              0.0047035,              0.0047035,              0.0047035
                    109,                 1.2159,                0.85904,                 1.1632,                0.88454,                0.69747,                0.77842,                0.51608,                 1.2137,                0.73172,                 1.1831,               0.004654,               0.004654,               0.004654
                    110,                 1.2068,                0.84296,                 1.1583,                0.88671,                0.69695,                0.77861,                0.51617,                 1.2137,                0.73131,                 1.1828,              0.0046045,              0.0046045,              0.0046045
                    111,                 1.2099,                 0.8443,                 1.1546,                0.88672,                0.69537,                0.77884,                 0.5165,                 1.2138,                0.73044,                 1.1827,               0.004555,               0.004555,               0.004555
                    112,                 1.1961,                0.83557,                 1.1534,                0.88691,                 0.6938,                 0.7787,                0.51654,                 1.2135,                   0.73,                 1.1825,              0.0045055,              0.0045055,              0.0045055
                    113,                 1.1979,                0.83391,                  1.151,                0.88656,                0.69142,                0.77841,                0.51635,                 1.2138,                0.73012,                 1.1825,               0.004456,               0.004456,               0.004456
                    114,                 1.2001,                0.83726,                 1.1534,                0.88812,                0.69089,                0.77833,                0.51608,                 1.2132,                0.72999,                 1.1821,              0.0044065,              0.0044065,              0.0044065
                    115,                 1.1943,                0.83215,                 1.1479,                0.88772,                0.69142,                 0.7785,                0.51645,                 1.2127,                0.72885,                 1.1817,               0.004357,               0.004357,               0.004357
                    116,                 1.1884,                0.83332,                  1.149,                0.88816,                0.69115,                0.77853,                0.51653,                 1.2123,                0.72751,                 1.1814,              0.0043075,              0.0043075,              0.0043075
                    117,                 1.1952,                0.82007,                 1.1462,                0.88293,                0.69303,                 0.7787,                0.51661,                 1.2125,                0.72694,                 1.1816,               0.004258,               0.004258,               0.004258
                    118,                 1.1818,                0.81139,                 1.1375,                0.88397,                0.69221,                0.77875,                0.51647,                 1.2126,                0.72645,                 1.1815,              0.0042085,              0.0042085,              0.0042085
                    119,                 1.1893,                0.81607,                 1.1448,                0.88376,                  0.693,                 0.7785,                0.51675,                 1.2131,                 0.7255,                 1.1818,               0.004159,               0.004159,               0.004159
                    120,                 1.1838,                0.81237,                 1.1414,                0.87904,                0.69616,                0.77899,                 0.5168,                 1.2129,                0.72525,                 1.1813,              0.0041095,              0.0041095,              0.0041095
                    121,                 1.1788,                 0.8175,                 1.1441,                0.86326,                 0.7059,                 0.7792,                0.51691,                 1.2124,                0.72423,                 1.1811,                0.00406,                0.00406,                0.00406
                    122,                 1.1687,                0.80565,                 1.1341,                0.86602,                0.70457,                0.77909,                0.51667,                 1.2124,                0.72354,                 1.1812,              0.0040105,              0.0040105,              0.0040105
                    123,                 1.1694,                0.80185,                 1.1334,                0.86167,                0.70695,                 0.7792,                0.51706,                 1.2125,                0.72317,                 1.1814,               0.003961,               0.003961,               0.003961
                    124,                 1.1602,                0.79415,                 1.1324,                0.86141,                0.70696,                0.77987,                0.51704,                 1.2123,                 0.7228,                 1.1815,              0.0039115,              0.0039115,              0.0039115
                    125,                 1.1617,                0.79416,                 1.1315,                0.86283,                0.70669,                0.77975,                0.51692,                 1.2125,                0.72242,                 1.1816,               0.003862,               0.003862,               0.003862
                    126,                 1.1628,                0.78593,                 1.1309,                0.87442,                0.69905,                0.77992,                0.51728,                 1.2128,                0.72175,                 1.1819,              0.0038125,              0.0038125,              0.0038125
                    127,                 1.1614,                0.79545,                 1.1265,                0.87735,                0.69853,                0.77931,                0.51741,                 1.2128,                0.72186,                 1.1818,               0.003763,               0.003763,               0.003763
                    128,                  1.149,                0.78459,                 1.1222,                0.87947,                0.69695,                0.77961,                0.51754,                  1.213,                0.72103,                 1.1821,              0.0037135,              0.0037135,              0.0037135
                    129,                 1.1379,                0.77027,                 1.1179,                0.87676,                0.69869,                0.77904,                0.51713,                 1.2137,                0.72145,                 1.1824,               0.003664,               0.003664,               0.003664
                    130,                 1.1536,                0.77988,                 1.1291,                0.87897,                0.69563,                0.77909,                0.51742,                  1.214,                0.72164,                 1.1826,              0.0036145,              0.0036145,              0.0036145
                    131,                 1.1358,                0.77217,                 1.1199,                0.88575,                0.69199,                0.77926,                0.51731,                 1.2145,                0.72119,                  1.183,               0.003565,               0.003565,               0.003565
                    132,                 1.1429,                0.77459,                 1.1212,                0.88295,                0.69316,                0.77967,                0.51727,                 1.2148,                0.72145,                 1.1832,              0.0035155,              0.0035155,              0.0035155
                    133,                 1.1397,                0.77081,                 1.1205,                 0.8837,                0.69352,                0.77993,                0.51731,                 1.2155,                0.72137,                 1.1835,               0.003466,               0.003466,               0.003466
                    134,                 1.1369,                0.77351,                 1.1178,                0.89097,                0.69036,                0.77974,                0.51741,                 1.2161,                0.72124,                 1.1837,              0.0034165,              0.0034165,              0.0034165
                    135,                   1.13,                0.75374,                 1.1118,                0.89129,                0.69063,                0.77989,                0.51723,                 1.2162,                 0.7211,                 1.1837,               0.003367,               0.003367,               0.003367
                    136,                 1.1238,                0.75507,                 1.1116,                0.89075,                0.69115,                0.77998,                0.51724,                 1.2163,                0.72092,                 1.1841,              0.0033175,              0.0033175,              0.0033175
                    137,                 1.1156,                 0.7444,                 1.1046,                0.89363,                0.68905,                0.78006,                0.51713,                 1.2168,                0.72112,                 1.1844,               0.003268,               0.003268,               0.003268
                    138,                  1.112,                0.74496,                  1.103,                0.89582,                0.68931,                0.78048,                0.51728,                 1.2169,                0.72148,                 1.1845,              0.0032185,              0.0032185,              0.0032185
                    139,                 1.1156,                0.74423,                  1.103,                0.89081,                0.69171,                0.78025,                0.51721,                 1.2172,                0.72103,                 1.1848,               0.003169,               0.003169,               0.003169
                    140,                 1.1042,                0.73363,                 1.1005,                0.88992,                0.69221,                0.78014,                0.51673,                 1.2176,                0.72081,                  1.185,              0.0031195,              0.0031195,              0.0031195
                    141,                 1.1039,                0.73212,                    1.1,                0.88531,                0.69508,                0.78037,                0.51681,                 1.2182,                0.72151,                 1.1851,                0.00307,                0.00307,                0.00307
                    142,                 1.1025,                0.73588,                 1.0972,                0.88346,                0.69663,                0.78001,                0.51639,                 1.2185,                0.72136,                 1.1852,              0.0030205,              0.0030205,              0.0030205
                    143,                 1.1022,                0.72757,                 1.0999,                0.88193,                0.69622,                0.78002,                0.51662,                 1.2186,                0.72187,                 1.1855,               0.002971,               0.002971,               0.002971
                    144,                 1.0999,                0.72937,                 1.0996,                0.87962,                0.69668,                0.78043,                0.51654,                 1.2185,                0.72225,                 1.1853,              0.0029215,              0.0029215,              0.0029215
                    145,                 1.0871,                0.71717,                 1.0903,                0.87961,                0.69668,                0.77975,                0.51682,                 1.2189,                0.72273,                 1.1855,               0.002872,               0.002872,               0.002872
                    146,                 1.0876,                0.71709,                 1.0906,                0.88293,                0.69405,                0.77953,                0.51711,                 1.2193,                0.72266,                 1.1855,              0.0028225,              0.0028225,              0.0028225
                    147,                 1.0861,                0.71274,                 1.0934,                0.88171,                0.69431,                0.77943,                0.51723,                 1.2196,                0.72274,                 1.1857,               0.002773,               0.002773,               0.002773
                    148,                 1.0801,                0.70497,                 1.0865,                0.88167,                0.69446,                0.77977,                 0.5169,                 1.2192,                0.72292,                 1.1851,              0.0027235,              0.0027235,              0.0027235
                    149,                 1.0783,                0.71028,                 1.0854,                0.88342,                0.69458,                0.77977,                0.51682,                 1.2196,                0.72339,                 1.1852,               0.002674,               0.002674,               0.002674
                    150,                 1.0695,                 0.7005,                 1.0815,                0.88236,                0.69616,                0.77955,                0.51648,                   1.22,                0.72372,                 1.1853,              0.0026245,              0.0026245,              0.0026245
                    151,                 1.0729,                0.69942,                 1.0813,                0.88418,                0.69563,                0.77971,                0.51657,                 1.2205,                0.72437,                 1.1854,               0.002575,               0.002575,               0.002575
                    152,                 1.0694,                0.70131,                 1.0835,                0.87592,                0.69888,                0.77927,                0.51666,                 1.2204,                 0.7242,                 1.1852,              0.0025255,              0.0025255,              0.0025255
                    153,                 1.0579,                0.68817,                  1.075,                0.87574,                0.69905,                0.77904,                0.51647,                 1.2206,                0.72478,                 1.1852,               0.002476,               0.002476,               0.002476
                    154,                 1.0498,                0.68205,                 1.0751,                0.87382,                0.70021,                0.77906,                 0.5166,                 1.2219,                0.72526,                  1.186,              0.0024265,              0.0024265,              0.0024265
                    155,                 1.0496,                0.67758,                 1.0712,                0.87455,                0.69933,                 0.7788,                0.51655,                 1.2223,                0.72578,                 1.1859,               0.002377,               0.002377,               0.002377
                    156,                 1.0523,                0.67887,                 1.0694,                0.87599,                0.69933,                0.77888,                0.51624,                 1.2233,                0.72616,                 1.1864,              0.0023275,              0.0023275,              0.0023275
                    157,                 1.0449,                 0.6744,                  1.071,                0.87726,                0.69932,                0.77892,                0.51624,                 1.2235,                0.72683,                 1.1864,               0.002278,               0.002278,               0.002278
                    158,                 1.0417,                0.67647,                 1.0696,                0.87769,                0.69984,                0.77887,                0.51562,                 1.2231,                0.72698,                 1.1861,              0.0022285,              0.0022285,              0.0022285
                    159,                 1.0426,                0.66853,                 1.0694,                0.87888,                0.69927,                0.77888,                0.51546,                 1.2236,                0.72809,                 1.1863,               0.002179,               0.002179,               0.002179
                    160,                 1.0402,                0.66993,                 1.0697,                0.88009,                0.69826,                0.77875,                0.51542,                 1.2235,                0.72779,                 1.1861,              0.0021295,              0.0021295,              0.0021295
                    161,                  1.038,                0.66832,                 1.0659,                0.87958,                 0.6981,                0.77899,                0.51561,                 1.2234,                0.72852,                 1.1858,                0.00208,                0.00208,                0.00208
                    162,                 1.0214,                 0.6626,                 1.0599,                0.87851,                0.69879,                0.77891,                0.51557,                  1.223,                0.72941,                 1.1856,              0.0020305,              0.0020305,              0.0020305
                    163,                 1.0273,                0.66645,                 1.0608,                0.87941,                0.69892,                0.77886,                0.51564,                 1.2234,                0.73019,                 1.1857,               0.001981,               0.001981,               0.001981
                    164,                  1.013,                0.65546,                  1.059,                0.87973,                0.69905,                0.77913,                0.51566,                 1.2239,                0.73042,                 1.1861,              0.0019315,              0.0019315,              0.0019315
                    165,                  1.022,                0.65541,                 1.0638,                0.87947,                0.69984,                  0.779,                0.51562,                 1.2241,                0.73123,                  1.186,               0.001882,               0.001882,               0.001882
                    166,                 1.0105,                 0.6475,                 1.0543,                0.88084,                0.69872,                0.77906,                0.51558,                 1.2246,                0.73197,                 1.1861,              0.0018325,              0.0018325,              0.0018325
                    167,                 1.0044,                0.63922,                 1.0531,                0.87956,                 0.7009,                0.77898,                0.51605,                 1.2255,                0.73297,                 1.1863,               0.001783,               0.001783,               0.001783
                    168,                 1.0005,                0.63738,                 1.0526,                0.87888,                0.70142,                0.77874,                0.51587,                 1.2256,                0.73361,                 1.1864,              0.0017335,              0.0017335,              0.0017335
                    169,                 1.0054,                0.63759,                 1.0515,                0.87978,                0.70138,                0.77813,                0.51579,                 1.2261,                0.73459,                 1.1866,               0.001684,               0.001684,               0.001684
                    170,                0.99138,                 0.6314,                  1.048,                0.88327,                0.69826,                0.77812,                0.51549,                 1.2264,                 0.7355,                 1.1867,              0.0016345,              0.0016345,              0.0016345
                    171,                0.98802,                0.62577,                 1.0452,                0.88038,                 0.7015,                0.77819,                0.51595,                 1.2268,                0.73643,                 1.1867,               0.001585,               0.001585,               0.001585
                    172,                 0.9869,                0.62929,                 1.0424,                0.88151,                0.70169,                0.77796,                0.51544,                 1.2264,                0.73674,                 1.1865,              0.0015355,              0.0015355,              0.0015355
                    173,                0.97874,                0.61595,                 1.0413,                0.88225,                0.70035,                 0.7777,                0.51551,                 1.2265,                0.73719,                 1.1863,               0.001486,               0.001486,               0.001486
                    174,                0.97174,                0.61205,                 1.0358,                0.88295,                0.69879,                 0.7775,                0.51536,                 1.2268,                0.73816,                 1.1863,              0.0014365,              0.0014365,              0.0014365
                    175,                0.97714,                0.61627,                 1.0381,                 0.8829,                0.69875,                0.77738,                0.51494,                 1.2267,                0.73897,                 1.1859,               0.001387,               0.001387,               0.001387
                    176,                 0.9618,                0.61023,                 1.0316,                0.88277,                  0.698,                0.77741,                0.51512,                 1.2267,                0.73973,                 1.1859,              0.0013375,              0.0013375,              0.0013375
                    177,                0.96495,                0.60658,                 1.0312,                0.88183,                0.69826,                 0.7776,                0.51521,                 1.2267,                0.73994,                 1.1858,               0.001288,               0.001288,               0.001288
                    178,                0.96369,                0.60585,                 1.0308,                0.88083,                0.69826,                0.77711,                0.51476,                 1.2271,                0.74105,                 1.1859,              0.0012385,              0.0012385,              0.0012385
                    179,                0.95759,                0.60457,                 1.0295,                 0.8785,                0.69905,                0.77738,                 0.5151,                 1.2273,                0.74218,                 1.1858,               0.001189,               0.001189,               0.001189
                    180,                0.94275,                0.59341,                 1.0265,                0.87975,                0.69826,                0.77741,                0.51494,                 1.2275,                0.74344,                 1.1859,              0.0011395,              0.0011395,              0.0011395
                    181,                 0.9348,                 0.5833,                   1.02,                0.87987,                0.69813,                0.77716,                0.51497,                 1.2282,                0.74479,                 1.1862,                0.00109,                0.00109,                0.00109
                    182,                0.93581,                0.58416,                 1.0219,                0.88017,                0.69774,                0.77725,                0.51508,                 1.2287,                0.74598,                 1.1862,              0.0010405,              0.0010405,              0.0010405
                    183,                0.93324,                0.57908,                 1.0205,                0.88029,                0.69699,                0.77701,                0.51494,                 1.2292,                0.74712,                 1.1863,               0.000991,               0.000991,               0.000991
                    184,                0.92639,                0.57481,                 1.0177,                0.88102,                0.69721,                0.77706,                0.51515,                 1.2299,                0.74886,                 1.1866,              0.0009415,              0.0009415,              0.0009415
                    185,                0.92653,                0.57777,                 1.0148,                0.88235,                0.69705,                0.77678,                0.51525,                 1.2305,                0.74985,                 1.1869,               0.000892,               0.000892,               0.000892
                    186,                0.92348,                0.57172,                 1.0137,                0.88184,                0.69668,                0.77695,                0.51505,                 1.2307,                0.75097,                 1.1869,              0.0008425,              0.0008425,              0.0008425
                    187,                0.91297,                0.56846,                 1.0104,                0.88257,                0.69721,                0.77736,                0.51502,                 1.2314,                0.75268,                 1.1872,               0.000793,               0.000793,               0.000793
                    188,                0.91005,                0.56623,                 1.0075,                0.88291,                0.69686,                0.77783,                0.51481,                 1.2319,                0.75397,                 1.1873,              0.0007435,              0.0007435,              0.0007435
                    189,                0.90881,                0.56468,                 1.0086,                0.88379,                0.69589,                0.77762,                0.51499,                 1.2321,                0.75464,                 1.1875,               0.000694,               0.000694,               0.000694
                    190,                0.85175,                0.44538,                0.98053,                0.88326,                0.69563,                0.77757,                0.51482,                 1.2329,                0.75636,                 1.1879,              0.0006445,              0.0006445,              0.0006445
                    191,                0.83513,                0.43931,                0.97575,                0.88352,                0.69537,                0.77723,                0.51463,                 1.2333,                0.75743,                  1.188,               0.000595,               0.000595,               0.000595
                    192,                 0.8302,                0.42937,                0.97117,                0.88497,                0.69431,                0.77678,                 0.5145,                  1.234,                0.75927,                 1.1887,              0.0005455,              0.0005455,              0.0005455
                    193,                0.82318,                0.43001,                0.97182,                0.88428,                0.69405,                 0.7767,                0.51416,                 1.2345,                0.76085,                 1.1889,               0.000496,               0.000496,               0.000496
                    194,                0.81167,                0.42207,                0.96449,                0.88351,                0.69458,                0.77675,                0.51423,                 1.2352,                0.76248,                 1.1892,              0.0004465,              0.0004465,              0.0004465
                    195,                0.80734,                0.41854,                0.96234,                0.88461,                0.69436,                0.77687,                 0.5139,                 1.2357,                0.76421,                 1.1895,               0.000397,               0.000397,               0.000397
                    196,                0.80036,                0.41976,                0.96319,                0.88548,                 0.6942,                0.77649,                0.51413,                 1.2367,                 0.7659,                 1.1901,              0.0003475,              0.0003475,              0.0003475
                    197,                0.79778,                0.41359,                0.96152,                0.88525,                0.69379,                0.77615,                0.51393,                 1.2378,                0.76759,                 1.1907,               0.000298,               0.000298,               0.000298
                    198,                0.78452,                0.40383,                0.95539,                0.88384,                0.69515,                0.77599,                0.51423,                  1.238,                 0.7692,                 1.1909,              0.0002485,              0.0002485,              0.0002485
                    199,                 0.7844,                0.40424,                0.95598,                0.88357,                0.69458,                0.77571,                0.51413,                 1.2387,                0.77005,                 1.1913,               0.000199,               0.000199,               0.000199