Object Detection
ONNX
art
File size: 67,536 Bytes
07a8489
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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                  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,                 1.8419,                 2.1948,                  1.851,                0.87703,                0.82263,                0.87818,                0.39049,                 1.5947,                 1.2455,                 1.6497,               0.070047,              0.0033281,              0.0033281
                      1,                 1.6163,                 1.4881,                 1.6165,                0.85163,                0.82106,                0.85394,                0.37872,                 1.5984,                 1.2371,                 1.6352,               0.040014,              0.0066285,              0.0066285
                      2,                 1.6256,                 1.4642,                 1.6219,                 0.9155,                0.78974,                0.88523,                0.50446,                 1.4498,                 1.0353,                  1.504,              0.0099481,              0.0098958,              0.0098958
                      3,                 1.6336,                 1.4382,                 1.6307,                0.91735,                0.84025,                 0.9162,                0.51213,                 1.4297,                0.89756,                 1.4868,              0.0098515,              0.0098515,              0.0098515
                      4,                 1.6027,                 1.3578,                 1.6104,                0.89583,                0.80775,                0.88672,                 0.5426,                 1.3191,                 1.2649,                 1.4308,              0.0098515,              0.0098515,              0.0098515
                      5,                 1.5614,                 1.2752,                 1.5839,                 0.9292,                 0.8582,                0.92906,                0.53252,                 1.3804,                0.93077,                 1.4637,               0.009802,               0.009802,               0.009802
                      6,                 1.5433,                 1.2326,                 1.5685,                0.91909,                0.86609,                0.92495,                0.57773,                 1.2628,                0.77498,                 1.3888,              0.0097525,              0.0097525,              0.0097525
                      7,                 1.5269,                 1.1922,                 1.5451,                0.93993,                 0.8888,                 0.9476,                0.56618,                 1.3972,                0.72563,                 1.4621,               0.009703,               0.009703,               0.009703
                      8,                  1.497,                 1.1395,                 1.5308,                0.93288,                0.88489,                0.94978,                0.60816,                 1.2433,                 0.6909,                 1.3774,              0.0096535,              0.0096535,              0.0096535
                      9,                  1.486,                 1.1237,                  1.524,                0.93755,                0.89742,                0.95664,                0.62124,                 1.1863,                0.65988,                 1.3234,               0.009604,               0.009604,               0.009604
                     10,                 1.4803,                 1.0943,                 1.5137,                0.94773,                0.89507,                0.95345,                0.58822,                 1.2801,                0.65687,                  1.392,              0.0095545,              0.0095545,              0.0095545
                     11,                 1.4627,                 1.0703,                 1.5052,                0.92936,                 0.9076,                0.95519,                0.63463,                 1.1522,                0.62827,                 1.3099,               0.009505,               0.009505,               0.009505
                     12,                 1.4498,                 1.0485,                 1.4946,                0.94561,                 0.8986,                0.95858,                0.61059,                 1.2338,                0.60665,                 1.3524,              0.0094555,              0.0094555,              0.0094555
                     13,                 1.4549,                   1.06,                  1.499,                0.93355,                0.90525,                0.95634,                 0.6327,                 1.1639,                0.63281,                 1.3176,               0.009406,               0.009406,               0.009406
                     14,                  1.442,                 1.0394,                 1.4876,                 0.9514,                0.90642,                0.96415,                0.60915,                 1.2276,                0.61351,                 1.3426,              0.0093565,              0.0093565,              0.0093565
                     15,                   1.43,                 1.0185,                 1.4802,                  0.943,                0.91332,                0.96541,                0.66246,                 1.1084,                0.55863,                 1.2771,               0.009307,               0.009307,               0.009307
                     16,                 1.4208,                 1.0075,                 1.4686,                0.92121,                0.92936,                0.96164,                 0.6552,                 1.1292,                0.56789,                 1.2909,              0.0092575,              0.0092575,              0.0092575
                     17,                 1.4194,                0.99904,                 1.4679,                0.92612,                0.91543,                0.96292,                0.64558,                 1.1618,                0.58464,                 1.3064,               0.009208,               0.009208,               0.009208
                     18,                 1.4127,                0.98431,                 1.4593,                0.93974,                0.91778,                0.96672,                0.63642,                 1.1622,                0.56211,                 1.2989,              0.0091585,              0.0091585,              0.0091585
                     19,                 1.4111,                0.99331,                 1.4644,                0.94458,                0.90762,                0.96305,                0.65336,                 1.1253,                0.57522,                 1.2988,               0.009109,               0.009109,               0.009109
                     20,                 1.3934,                0.96542,                 1.4573,                0.94087,                0.92205,                0.96612,                 0.6418,                 1.1494,                0.55967,                 1.2903,              0.0090595,              0.0090595,              0.0090595
                     21,                 1.3842,                0.95631,                  1.452,                0.93403,                0.91463,                 0.9647,                 0.6734,                 1.0892,                0.53317,                 1.2771,                0.00901,                0.00901,                0.00901
                     22,                 1.3934,                0.96088,                 1.4537,                0.94691,                0.92181,                0.96995,                0.64355,                 1.1699,                0.54631,                 1.3002,              0.0089605,              0.0089605,              0.0089605
                     23,                 1.3847,                0.94059,                 1.4467,                0.95016,                0.90329,                0.96526,                0.67154,                 1.0959,                 0.5347,                 1.2792,               0.008911,               0.008911,               0.008911
                     24,                 1.3772,                 0.9402,                 1.4432,                0.95001,                0.91526,                0.96747,                0.66468,                 1.0965,                0.52816,                 1.2672,              0.0088615,              0.0088615,              0.0088615
                     25,                 1.3706,                0.93178,                 1.4362,                0.95305,                0.91582,                0.96861,                0.65545,                 1.1264,                0.52404,                  1.278,               0.008812,               0.008812,               0.008812
                     26,                 1.3706,                0.93743,                 1.4326,                0.94357,                0.92306,                0.97021,                0.67917,                 1.0862,                 0.5214,                 1.2592,              0.0087625,              0.0087625,              0.0087625
                     27,                 1.3691,                0.93303,                 1.4379,                0.94022,                0.92991,                0.97157,                0.69006,                 1.0547,                0.51156,                 1.2461,               0.008713,               0.008713,               0.008713
                     28,                 1.3704,                0.93098,                 1.4364,                0.93115,                0.93723,                  0.972,                0.68426,                 1.0461,                0.50048,                 1.2348,              0.0086635,              0.0086635,              0.0086635
                     29,                 1.3581,                0.91082,                  1.426,                0.94641,                0.92208,                0.96984,                0.68477,                 1.0849,                0.50045,                 1.2668,               0.008614,               0.008614,               0.008614
                     30,                 1.3488,                0.91104,                 1.4227,                0.94783,                0.92287,                 0.9704,                0.67959,                 1.0638,                0.50247,                  1.247,              0.0085645,              0.0085645,              0.0085645
                     31,                 1.3579,                0.91234,                 1.4228,                 0.9568,                0.91464,                0.97072,                0.69953,                 1.0363,                0.48602,                 1.2304,               0.008515,               0.008515,               0.008515
                     32,                 1.3457,                0.90084,                 1.4159,                0.95195,                0.91778,                0.97161,                0.68809,                  1.064,                0.49533,                 1.2519,              0.0084655,              0.0084655,              0.0084655
                     33,                 1.3434,                0.90142,                 1.4105,                 0.9391,                0.92989,                0.97213,                0.69469,                 1.0526,                0.50467,                 1.2387,               0.008416,               0.008416,               0.008416
                     34,                 1.3354,                0.89104,                 1.4083,                0.95146,                0.91347,                0.97314,                0.69154,                 1.0413,                0.48625,                 1.2338,              0.0083665,              0.0083665,              0.0083665
                     35,                 1.3348,                0.89723,                  1.408,                0.94258,                0.91271,                0.96881,                0.69326,                 1.0433,                0.48979,                 1.2452,               0.008317,               0.008317,               0.008317
                     36,                  1.333,                0.88053,                 1.4062,                0.94385,                0.92135,                0.97196,                0.68923,                 1.0625,                0.48416,                 1.2421,              0.0082675,              0.0082675,              0.0082675
                     37,                 1.3399,                0.88817,                 1.4186,                0.94428,                0.92898,                0.97408,                0.69405,                 1.0397,                0.48137,                 1.2221,               0.008218,               0.008218,               0.008218
                     38,                 1.3227,                0.87801,                 1.4092,                0.94734,                0.93148,                0.97516,                0.70444,                 1.0179,                0.47044,                  1.212,              0.0081685,              0.0081685,              0.0081685
                     39,                 1.3236,                0.87403,                 1.3991,                0.94881,                0.92172,                0.97446,                0.70545,                 1.0138,                0.47296,                 1.2119,               0.008119,               0.008119,               0.008119
                     40,                  1.317,                0.87977,                 1.3927,                0.94517,                0.92208,                0.97062,                 0.7049,                 1.0255,                0.47376,                 1.2204,              0.0080695,              0.0080695,              0.0080695
                     41,                 1.3163,                0.87111,                  1.394,                0.93916,                0.93422,                0.97209,                0.70345,                  1.017,                0.47042,                 1.2086,                0.00802,                0.00802,                0.00802
                     42,                 1.3121,                0.86672,                 1.4014,                0.94293,                0.92287,                0.97364,                0.70106,                 1.0108,                0.47296,                 1.2074,              0.0079705,              0.0079705,              0.0079705
                     43,                  1.319,                0.86824,                 1.3972,                0.95131,                 0.9166,                0.97277,                0.70432,                 1.0149,                0.46577,                 1.2063,               0.007921,               0.007921,               0.007921
                     44,                 1.3055,                0.86376,                 1.3817,                0.93869,                0.93735,                0.97451,                0.69253,                 1.0496,                0.46257,                 1.2211,              0.0078715,              0.0078715,              0.0078715
                     45,                 1.3101,                0.85503,                 1.3962,                0.94701,                0.93187,                0.97552,                0.71375,                 1.0007,                0.46005,                 1.2068,               0.007822,               0.007822,               0.007822
                     46,                 1.3065,                0.86557,                 1.3949,                0.95183,                0.91699,                0.97469,                0.71076,                 1.0174,                0.45901,                  1.216,              0.0077725,              0.0077725,              0.0077725
                     47,                 1.3054,                0.85831,                 1.3841,                0.95307,                0.92247,                0.97566,                0.71059,                 1.0025,                0.45571,                 1.2017,               0.007723,               0.007723,               0.007723
                     48,                 1.3022,                0.85146,                 1.3819,                0.95001,                0.93148,                0.97607,                0.71438,                0.99945,                0.44598,                 1.2042,              0.0076735,              0.0076735,              0.0076735
                     49,                 1.3014,                0.85798,                 1.3863,                0.94745,                0.93181,                 0.9747,                0.70995,                 1.0053,                0.44637,                 1.2084,               0.007624,               0.007624,               0.007624
                     50,                 1.2957,                 0.8485,                 1.3886,                0.94012,                0.93344,                0.97428,                 0.7129,                 1.0082,                0.44844,                 1.2103,              0.0075745,              0.0075745,              0.0075745
                     51,                 1.2983,                0.85099,                 1.3894,                0.94267,                0.93735,                0.97708,                0.72423,                0.98289,                0.43985,                 1.1885,               0.007525,               0.007525,               0.007525
                     52,                   1.29,                0.84712,                 1.3794,                0.93344,                 0.9444,                0.97482,                0.71498,                0.99771,                0.44459,                 1.1999,              0.0074755,              0.0074755,              0.0074755
                     53,                 1.2834,                0.83729,                 1.3785,                 0.9447,                0.93646,                0.97586,                0.72081,                0.98267,                0.44472,                 1.2011,               0.007426,               0.007426,               0.007426
                     54,                 1.2857,                 0.8347,                 1.3756,                0.94663,                0.93735,                0.97627,                0.72308,                0.97916,                0.43692,                 1.1894,              0.0073765,              0.0073765,              0.0073765
                     55,                 1.2837,                0.82465,                 1.3752,                0.93958,                0.94382,                0.97722,                0.72388,                 0.9798,                0.43869,                 1.1848,               0.007327,               0.007327,               0.007327
                     56,                  1.282,                0.82942,                  1.371,                0.94426,                0.93529,                0.97863,                0.72386,                0.97665,                0.43934,                 1.1821,              0.0072775,              0.0072775,              0.0072775
                     57,                 1.2914,                0.84437,                 1.3729,                0.93712,                0.93814,                0.97375,                0.72066,                0.99189,                 0.4413,                 1.1914,               0.007228,               0.007228,               0.007228
                     58,                 1.2773,                0.82193,                 1.3647,                0.95196,                 0.9232,                0.97554,                0.72357,                0.98118,                0.43737,                 1.1825,              0.0071785,              0.0071785,              0.0071785
                     59,                 1.2897,                0.84104,                 1.3798,                0.94909,                0.93031,                0.97775,                 0.7235,                0.98642,                0.43896,                 1.1848,               0.007129,               0.007129,               0.007129
                     60,                 1.2753,                0.83661,                 1.3675,                0.94042,                0.93938,                0.97908,                 0.7237,                0.97448,                0.43567,                 1.1809,              0.0070795,              0.0070795,              0.0070795
                     61,                 1.2713,                0.82199,                 1.3675,                0.93302,                0.94753,                0.97848,                0.72179,                0.97875,                0.43337,                 1.1822,                0.00703,                0.00703,                0.00703
                     62,                 1.2795,                 0.8279,                 1.3612,                0.94593,                0.93852,                0.97749,                0.72289,                 0.9827,                0.43453,                 1.1816,              0.0069805,              0.0069805,              0.0069805
                     63,                  1.273,                0.82883,                 1.3683,                0.94835,                0.93579,                0.97782,                0.72743,                0.97703,                0.43409,                 1.1821,               0.006931,               0.006931,               0.006931
                     64,                 1.2737,                0.83249,                 1.3613,                0.94351,                 0.9417,                0.97726,                0.72921,                0.97384,                0.43052,                 1.1826,              0.0068815,              0.0068815,              0.0068815
                     65,                 1.2696,                0.82576,                 1.3645,                0.94192,                0.94621,                0.97889,                0.72934,                0.96914,                0.42917,                 1.1763,               0.006832,               0.006832,               0.006832
                     66,                 1.2607,                0.81165,                 1.3567,                 0.9489,                0.93735,                0.97842,                0.73012,                0.96446,                0.42976,                 1.1747,              0.0067825,              0.0067825,              0.0067825
                     67,                 1.2731,                0.82139,                 1.3687,                0.94373,                0.94558,                 0.9788,                0.72915,                0.96312,                0.42756,                  1.174,               0.006733,               0.006733,               0.006733
                     68,                 1.2639,                0.81385,                 1.3598,                0.94962,                0.94166,                0.97992,                0.73027,                0.96191,                0.42628,                  1.174,              0.0066835,              0.0066835,              0.0066835
                     69,                 1.2545,                0.80367,                 1.3485,                0.94253,                0.94832,                0.97895,                0.73136,                0.96154,                0.42677,                 1.1724,               0.006634,               0.006634,               0.006634
                     70,                 1.2544,                0.80584,                 1.3588,                0.94382,                0.94244,                0.97834,                0.73247,                0.96375,                0.42261,                 1.1768,              0.0065845,              0.0065845,              0.0065845
                     71,                 1.2623,                0.81121,                 1.3616,                0.93878,                0.94873,                0.97837,                0.73192,                0.96438,                0.42252,                 1.1782,               0.006535,               0.006535,               0.006535
                     72,                 1.2579,                0.80886,                 1.3569,                0.93626,                0.95223,                  0.979,                0.73157,                0.96196,                0.42121,                 1.1784,              0.0064855,              0.0064855,              0.0064855
                     73,                 1.2567,                0.80001,                 1.3548,                0.94027,                0.94921,                0.97896,                0.73192,                  0.959,                0.42203,                 1.1762,               0.006436,               0.006436,               0.006436
                     74,                 1.2451,                0.80528,                 1.3494,                0.94327,                0.94597,                0.97955,                0.73476,                0.95266,                0.41881,                 1.1696,              0.0063865,              0.0063865,              0.0063865
                     75,                  1.244,                0.79123,                 1.3428,                0.94163,                0.95067,                0.98017,                0.73672,                0.94825,                0.41814,                 1.1649,               0.006337,               0.006337,               0.006337
                     76,                 1.2501,                0.80101,                 1.3462,                0.94106,                0.94832,                0.98016,                0.73689,                  0.946,                 0.4177,                 1.1648,              0.0062875,              0.0062875,              0.0062875
                     77,                  1.243,                0.79058,                 1.3435,                0.94062,                0.95223,                 0.9802,                0.73568,                0.94528,                 0.4161,                 1.1651,               0.006238,               0.006238,               0.006238
                     78,                 1.2358,                0.79219,                  1.338,                0.93926,                0.95301,                0.98009,                0.73451,                0.94355,                 0.4133,                 1.1643,              0.0061885,              0.0061885,              0.0061885
                     79,                 1.2344,                0.79145,                 1.3341,                0.93861,                 0.9518,                0.97893,                0.73643,                0.94274,                0.41262,                 1.1646,               0.006139,               0.006139,               0.006139
                     80,                 1.2385,                0.79098,                  1.341,                0.94313,                0.94804,                0.97952,                0.73592,                0.94233,                 0.4114,                 1.1639,              0.0060895,              0.0060895,              0.0060895
                     81,                  1.241,                0.79079,                 1.3471,                0.94647,                0.94558,                0.97899,                0.73672,                0.94228,                0.41171,                 1.1626,                0.00604,                0.00604,                0.00604
                     82,                 1.2318,                0.79014,                 1.3355,                0.94877,                0.94272,                0.97915,                 0.7369,                0.94212,                0.41167,                  1.162,              0.0059905,              0.0059905,              0.0059905
                     83,                  1.232,                0.79097,                 1.3332,                0.94701,                0.94479,                 0.9796,                0.73671,                0.94317,                0.41124,                 1.1622,               0.005941,               0.005941,               0.005941
                     84,                 1.2282,                0.78438,                 1.3355,                0.94743,                0.94549,                0.97987,                0.73724,                0.94314,                0.41102,                 1.1624,              0.0058915,              0.0058915,              0.0058915
                     85,                 1.2302,                0.78568,                 1.3347,                0.94674,                0.94675,                0.97954,                0.73889,                0.94243,                0.41157,                 1.1616,               0.005842,               0.005842,               0.005842
                     86,                 1.2277,                0.78473,                 1.3312,                0.94734,                0.94636,                0.97938,                0.73858,                0.94106,                0.41105,                 1.1607,              0.0057925,              0.0057925,              0.0057925
                     87,                 1.2313,                0.78899,                 1.3365,                0.95009,                 0.9444,                0.97957,                0.73846,                0.93995,                0.41073,                 1.1599,               0.005743,               0.005743,               0.005743
                     88,                 1.2233,                0.77643,                 1.3341,                0.95064,                 0.9444,                0.97975,                0.73951,                 0.9389,                0.41033,                 1.1591,              0.0056935,              0.0056935,              0.0056935
                     89,                 1.2182,                0.78289,                 1.3284,                0.94881,                0.94518,                0.98036,                0.74008,                0.93752,                0.40914,                 1.1585,               0.005644,               0.005644,               0.005644
                     90,                  1.219,                0.77597,                 1.3228,                0.95041,                 0.9444,                0.98026,                0.74139,                0.93765,                0.40837,                 1.1585,              0.0055945,              0.0055945,              0.0055945
                     91,                 1.2186,                 0.7786,                 1.3282,                0.95103,                  0.943,                0.97989,                0.74063,                0.93737,                0.40833,                 1.1579,               0.005545,               0.005545,               0.005545
                     92,                 1.2148,                0.77293,                 1.3244,                0.94873,                 0.9444,                0.98035,                0.74152,                0.93676,                0.40821,                 1.1575,              0.0054955,              0.0054955,              0.0054955
                     93,                 1.2178,                0.77838,                 1.3333,                0.94539,                0.94714,                0.97987,                0.74197,                0.93599,                0.40691,                 1.1568,               0.005446,               0.005446,               0.005446
                     94,                 1.2147,                0.76919,                 1.3285,                0.94171,                0.94949,                0.98022,                0.74124,                0.93607,                0.40641,                  1.157,              0.0053965,              0.0053965,              0.0053965
                     95,                 1.2131,                0.76997,                 1.3253,                0.94068,                0.94994,                0.98039,                0.74196,                0.93583,                0.40642,                 1.1564,               0.005347,               0.005347,               0.005347
                     96,                 1.2117,                 0.7638,                 1.3198,                0.94044,                0.95067,                0.98059,                0.74278,                 0.9349,                0.40578,                 1.1556,              0.0052975,              0.0052975,              0.0052975
                     97,                 1.2085,                 0.7661,                 1.3198,                0.94057,                0.95145,                0.98069,                0.74274,                0.93424,                0.40566,                  1.155,               0.005248,               0.005248,               0.005248
                     98,                 1.2031,                0.76305,                   1.32,                 0.9396,                0.95223,                0.98048,                0.74258,                0.93404,                0.40527,                 1.1547,              0.0051985,              0.0051985,              0.0051985
                     99,                 1.2068,                  0.767,                 1.3145,                0.93974,                0.95301,                 0.9807,                0.74373,                0.93259,                0.40418,                 1.1536,               0.005149,               0.005149,               0.005149
                    100,                  1.199,                0.75801,                 1.3122,                0.93978,                 0.9538,                0.98064,                0.74351,                0.93283,                0.40457,                 1.1534,              0.0050995,              0.0050995,              0.0050995
                    101,                 1.1971,                0.75453,                 1.3085,                0.93995,                0.95419,                0.98082,                0.74335,                0.93279,                0.40394,                 1.1531,                0.00505,                0.00505,                0.00505
                    102,                 1.2006,                0.75384,                  1.318,                0.93915,                0.95479,                0.98063,                0.74311,                0.93313,                0.40393,                 1.1533,              0.0050005,              0.0050005,              0.0050005
                    103,                  1.214,                0.75917,                  1.319,                0.93946,                0.95497,                0.98024,                0.74305,                0.93294,                0.40332,                  1.153,               0.004951,               0.004951,               0.004951
                    104,                 1.1886,                0.74651,                 1.3065,                0.94145,                0.95301,                0.98034,                0.74304,                0.93241,                0.40249,                 1.1525,              0.0049015,              0.0049015,              0.0049015
                    105,                 1.1872,                0.74428,                 1.3022,                0.94184,                0.95301,                0.98023,                0.74296,                0.93224,                0.40219,                 1.1523,               0.004852,               0.004852,               0.004852
                    106,                 1.1883,                0.74373,                 1.3068,                0.94111,                0.95341,                0.98026,                0.74296,                0.93157,                0.40151,                 1.1517,              0.0048025,              0.0048025,              0.0048025
                    107,                 1.1896,                0.74248,                 1.3037,                0.94053,                0.95341,                0.98038,                0.74257,                0.93064,                0.40192,                 1.1511,               0.004753,               0.004753,               0.004753
                    108,                 1.1881,                0.74773,                 1.2985,                0.94053,                0.95354,                0.98052,                0.74301,                 0.9303,                 0.4019,                 1.1509,              0.0047035,              0.0047035,              0.0047035
                    109,                 1.1846,                0.74572,                 1.2987,                0.94056,                0.95407,                0.98056,                0.74318,                0.92979,                0.40175,                 1.1503,               0.004654,               0.004654,               0.004654
                    110,                 1.1852,                0.74583,                 1.2985,                0.94127,                0.95301,                0.97941,                0.74274,                0.92967,                0.40107,                 1.1501,              0.0046045,              0.0046045,              0.0046045
                    111,                 1.1887,                0.74484,                 1.3005,                0.94299,                 0.9521,                0.97936,                0.74288,                0.92908,                0.40116,                 1.1497,               0.004555,               0.004555,               0.004555
                    112,                 1.1817,                0.74129,                 1.2992,                0.94367,                0.95145,                0.97947,                0.74285,                0.92917,                0.40103,                 1.1497,              0.0045055,              0.0045055,              0.0045055
                    113,                 1.1835,                0.74259,                 1.3028,                0.94441,                0.95127,                0.97958,                0.74346,                0.92886,                0.40072,                 1.1495,               0.004456,               0.004456,               0.004456
                    114,                 1.1779,                0.73851,                 1.2909,                0.94433,                0.95106,                0.97966,                0.74432,                 0.9284,                0.40066,                 1.1493,              0.0044065,              0.0044065,              0.0044065
                    115,                 1.1777,                0.74012,                 1.2936,                0.94439,                0.95106,                0.97967,                0.74481,                0.92804,                0.40021,                  1.149,               0.004357,               0.004357,               0.004357
                    116,                 1.1767,                0.73535,                 1.2949,                0.94256,                0.95091,                0.97964,                0.74506,                0.92754,                0.39999,                 1.1487,              0.0043075,              0.0043075,              0.0043075
                    117,                 1.1703,                0.73179,                 1.2945,                0.94216,                0.95031,                 0.9796,                0.74542,                0.92714,                0.39957,                 1.1483,               0.004258,               0.004258,               0.004258
                    118,                 1.1684,                0.72826,                 1.2907,                0.94469,                0.94949,                0.97974,                0.74524,                0.92668,                 0.3991,                  1.148,              0.0042085,              0.0042085,              0.0042085
                    119,                 1.1702,                0.73272,                   1.29,                0.94431,                0.94948,                 0.9799,                0.74534,                0.92644,                0.39892,                 1.1477,               0.004159,               0.004159,               0.004159
                    120,                 1.1578,                0.72833,                 1.2858,                0.94281,                 0.9491,                0.97976,                0.74531,                0.92663,                0.39876,                 1.1477,              0.0041095,              0.0041095,              0.0041095
                    121,                 1.1619,                0.72656,                 1.2995,                0.94246,                0.94923,                0.97994,                0.74504,                0.92611,                0.39812,                 1.1474,                0.00406,                0.00406,                0.00406
                    122,                 1.1681,                0.72439,                 1.2939,                0.94249,                0.94976,                0.98019,                0.74545,                0.92614,                0.39782,                 1.1473,              0.0040105,              0.0040105,              0.0040105
                    123,                  1.163,                0.71927,                 1.2904,                0.94211,                0.94988,                0.98019,                0.74549,                0.92582,                0.39751,                 1.1471,               0.003961,               0.003961,               0.003961
                    124,                 1.1613,                0.71954,                 1.2861,                0.94145,                0.95071,                0.98022,                0.74529,                0.92539,                0.39704,                 1.1467,              0.0039115,              0.0039115,              0.0039115
                    125,                 1.1575,                0.71548,                 1.2836,                0.94962,                0.94636,                   0.98,                0.74551,                0.92527,                0.39706,                 1.1465,               0.003862,               0.003862,               0.003862
                    126,                 1.1495,                0.71253,                 1.2789,                0.94842,                0.94675,                0.98054,                0.74519,                0.92503,                0.39714,                 1.1463,              0.0038125,              0.0038125,              0.0038125
                    127,                 1.1562,                0.71992,                 1.2851,                0.94894,                0.94607,                0.98009,                0.74545,                0.92488,                0.39659,                 1.1461,               0.003763,               0.003763,               0.003763
                    128,                 1.1446,                0.70762,                  1.282,                0.94891,                0.94675,                0.98062,                0.74593,                0.92448,                0.39606,                 1.1459,              0.0037135,              0.0037135,              0.0037135
                    129,                 1.1563,                0.72055,                 1.2834,                 0.9486,                0.94597,                0.98027,                0.74596,                0.92439,                0.39601,                 1.1457,               0.003664,               0.003664,               0.003664
                    130,                 1.1458,                0.70672,                 1.2743,                0.94921,                0.94558,                0.98035,                0.74622,                0.92423,                 0.3957,                 1.1457,              0.0036145,              0.0036145,              0.0036145
                    131,                 1.1507,                0.71751,                 1.2809,                0.94912,                0.94597,                0.98027,                0.74701,                0.92387,                 0.3954,                 1.1454,               0.003565,               0.003565,               0.003565
                    132,                 1.1345,                0.70406,                 1.2716,                0.95022,                 0.9444,                0.98087,                0.74728,                0.92379,                0.39506,                 1.1451,              0.0035155,              0.0035155,              0.0035155
                    133,                 1.1391,                 0.7112,                 1.2759,                   0.95,                0.94487,                0.98029,                0.74762,                 0.9235,                 0.3948,                 1.1449,               0.003466,               0.003466,               0.003466
                    134,                 1.1448,                0.71506,                 1.2791,                0.95049,                0.94479,                0.98026,                0.74784,                0.92321,                0.39464,                 1.1447,              0.0034165,              0.0034165,              0.0034165
                    135,                 1.1323,                0.69882,                 1.2679,                0.95026,                0.94518,                0.98025,                0.74802,                0.92311,                0.39436,                 1.1444,               0.003367,               0.003367,               0.003367
                    136,                 1.1314,                0.69432,                 1.2648,                0.94985,                0.94558,                0.98023,                0.74817,                0.92269,                0.39441,                 1.1443,              0.0033175,              0.0033175,              0.0033175
                    137,                 1.1389,                0.69665,                 1.2739,                0.95014,                0.94558,                0.98019,                 0.7485,                0.92259,                0.39388,                 1.1441,               0.003268,               0.003268,               0.003268
                    138,                 1.1262,                0.69424,                  1.257,                 0.9492,                0.94597,                0.98028,                 0.7486,                0.92226,                0.39377,                 1.1439,              0.0032185,              0.0032185,              0.0032185
                    139,                 1.1287,                0.68959,                 1.2654,                 0.9487,                0.94597,                0.98021,                0.74891,                0.92177,                0.39365,                 1.1436,               0.003169,               0.003169,               0.003169
                    140,                 1.1253,                0.69789,                 1.2659,                0.94919,                0.94597,                0.98017,                0.74905,                0.92142,                0.39324,                 1.1434,              0.0031195,              0.0031195,              0.0031195
                    141,                   1.13,                0.69396,                 1.2649,                 0.9483,                0.94597,                0.98014,                0.74907,                0.92111,                0.39271,                 1.1432,                0.00307,                0.00307,                0.00307
                    142,                 1.1263,                0.69728,                 1.2603,                0.94856,                0.94591,                0.98017,                0.74936,                0.92079,                 0.3925,                 1.1429,              0.0030205,              0.0030205,              0.0030205
                    143,                 1.1113,                0.68571,                 1.2592,                0.94855,                0.94571,                0.98017,                0.74881,                0.92043,                0.39208,                 1.1427,               0.002971,               0.002971,               0.002971
                    144,                 1.1174,                0.68312,                 1.2562,                0.94901,                0.94597,                0.98018,                0.74958,                0.92011,                0.39171,                 1.1425,              0.0029215,              0.0029215,              0.0029215
                    145,                 1.1155,                0.68594,                  1.255,                0.94882,                0.94597,                0.98016,                0.74979,                0.92025,                0.39146,                 1.1426,               0.002872,               0.002872,               0.002872
                    146,                 1.1106,                 0.6856,                 1.2461,                0.94983,                0.94597,                0.98047,                0.74934,                0.92016,                0.39122,                 1.1425,              0.0028225,              0.0028225,              0.0028225
                    147,                  1.112,                 0.6888,                 1.2529,                0.94975,                0.94597,                0.98046,                0.74968,                0.92003,                0.39112,                 1.1424,               0.002773,               0.002773,               0.002773
                    148,                 1.1121,                0.67837,                  1.254,                0.94975,                0.94597,                0.98028,                0.74942,                0.91985,                0.39074,                 1.1421,              0.0027235,              0.0027235,              0.0027235
                    149,                 1.1088,                0.67511,                 1.2512,                0.95043,                 0.9459,                 0.9805,                 0.7489,                0.91946,                 0.3903,                 1.1419,               0.002674,               0.002674,               0.002674
                    150,                 1.1016,                0.67281,                  1.249,                 0.9472,                0.94832,                0.98027,                0.74965,                0.91927,                0.38986,                 1.1418,              0.0026245,              0.0026245,              0.0026245
                    151,                 1.0988,                0.67452,                 1.2495,                0.94719,                0.94813,                0.98036,                0.74963,                0.91913,                0.38941,                 1.1417,               0.002575,               0.002575,               0.002575
                    152,                 1.1043,                 0.6753,                 1.2492,                 0.9472,                0.94833,                 0.9804,                0.75013,                0.91869,                 0.3892,                 1.1414,              0.0025255,              0.0025255,              0.0025255
                    153,                 1.1081,                0.67587,                 1.2431,                 0.9516,                0.94558,                0.98044,                0.75012,                0.91878,                0.38901,                 1.1415,               0.002476,               0.002476,               0.002476
                    154,                 1.0924,                0.66775,                  1.238,                0.95354,                0.94362,                0.98048,                0.75007,                 0.9185,                0.38883,                 1.1411,              0.0024265,              0.0024265,              0.0024265
                    155,                 1.0965,                0.66952,                 1.2361,                0.95333,                0.94371,                0.98049,                0.75025,                0.91812,                0.38872,                 1.1407,               0.002377,               0.002377,               0.002377
                    156,                 1.0956,                0.67373,                 1.2504,                0.95151,                0.94512,                0.98049,                0.75005,                0.91788,                0.38849,                 1.1405,              0.0023275,              0.0023275,              0.0023275
                    157,                 1.0843,                0.65958,                 1.2397,                0.95191,                 0.9444,                0.98068,                0.75018,                0.91749,                  0.388,                 1.1404,               0.002278,               0.002278,               0.002278
                    158,                 1.0948,                0.66854,                  1.241,                0.95164,                 0.9444,                0.98103,                 0.7511,                0.91703,                0.38745,                 1.1399,              0.0022285,              0.0022285,              0.0022285
                    159,                 1.0824,                0.65813,                 1.2349,                0.95185,                0.94434,                0.98105,                0.75111,                0.91684,                0.38728,                 1.1398,               0.002179,               0.002179,               0.002179
                    160,                 1.0868,                0.66517,                 1.2312,                0.95221,                0.94395,                0.98103,                0.75113,                0.91661,                0.38681,                 1.1395,              0.0021295,              0.0021295,              0.0021295
                    161,                 1.0865,                0.66678,                 1.2336,                0.95208,                0.94401,                0.98102,                0.75153,                0.91647,                0.38657,                 1.1393,                0.00208,                0.00208,                0.00208
                    162,                 1.0828,                0.66296,                  1.231,                0.95181,                0.94357,                0.98074,                0.75172,                0.91609,                0.38632,                  1.139,              0.0020305,              0.0020305,              0.0020305
                    163,                 1.0778,                0.65431,                 1.2262,                0.95115,                0.94362,                0.98074,                0.75211,                0.91607,                0.38586,                 1.1389,               0.001981,               0.001981,               0.001981
                    164,                 1.0785,                  0.655,                 1.2277,                0.95182,                0.94377,                0.98073,                0.75191,                0.91569,                 0.3858,                 1.1387,              0.0019315,              0.0019315,              0.0019315
                    165,                 1.0669,                0.64605,                 1.2257,                0.95185,                0.94437,                0.98082,                0.75227,                 0.9156,                0.38549,                 1.1386,               0.001882,               0.001882,               0.001882
                    166,                 1.0703,                0.65277,                 1.2253,                0.95188,                0.94496,                0.98094,                0.75263,                0.91532,                 0.3851,                 1.1384,              0.0018325,              0.0018325,              0.0018325
                    167,                 1.0647,                0.64486,                 1.2202,                0.95215,                0.94518,                  0.981,                  0.753,                0.91539,                0.38512,                 1.1383,               0.001783,               0.001783,               0.001783
                    168,                 1.0664,                0.64209,                 1.2196,                0.95334,                0.94399,                0.98095,                0.75292,                0.91516,                0.38466,                 1.1381,              0.0017335,              0.0017335,              0.0017335
                    169,                 1.0628,                 0.6431,                 1.2155,                0.95333,                0.94379,                0.98099,                0.75306,                0.91509,                0.38451,                  1.138,               0.001684,               0.001684,               0.001684
                    170,                 1.0588,                0.63605,                 1.2146,                0.95372,                0.94399,                0.98106,                0.75266,                  0.915,                0.38392,                 1.1377,              0.0016345,              0.0016345,              0.0016345
                    171,                 1.0558,                0.63778,                  1.213,                0.95371,                0.94381,                0.98117,                0.75297,                0.91502,                0.38369,                 1.1376,               0.001585,               0.001585,               0.001585
                    172,                 1.0514,                0.63995,                 1.2041,                0.95302,                0.94518,                0.98128,                0.75311,                0.91489,                0.38348,                 1.1373,              0.0015355,              0.0015355,              0.0015355
                    173,                 1.0475,                0.63023,                  1.206,                0.95302,                0.94521,                0.98149,                 0.7535,                0.91466,                0.38307,                  1.137,               0.001486,               0.001486,               0.001486
                    174,                 1.0504,                 0.6311,                 1.2085,                0.95355,                0.94479,                 0.9818,                 0.7538,                0.91437,                0.38252,                 1.1367,              0.0014365,              0.0014365,              0.0014365
                    175,                 1.0472,                0.63027,                 1.2071,                0.95229,                0.94567,                0.98171,                0.75409,                0.91407,                0.38221,                 1.1366,               0.001387,               0.001387,               0.001387
                    176,                 1.0433,                0.62811,                 1.2089,                0.95265,                0.94528,                0.98172,                0.75401,                0.91372,                0.38172,                 1.1364,              0.0013375,              0.0013375,              0.0013375
                    177,                 1.0407,                  0.624,                 1.2064,                0.95263,                0.94484,                0.98167,                0.75421,                0.91357,                0.38123,                 1.1361,               0.001288,               0.001288,               0.001288
                    178,                 1.0416,                0.62836,                 1.1995,                0.95298,                0.94518,                0.98161,                0.75403,                0.91341,                0.38092,                 1.1359,              0.0012385,              0.0012385,              0.0012385
                    179,                 1.0419,                0.62512,                  1.207,                0.95298,                0.94518,                0.98163,                0.75408,                0.91318,                0.38081,                 1.1356,               0.001189,               0.001189,               0.001189
                    180,                 1.0395,                0.62598,                  1.199,                  0.953,                 0.9447,                0.98165,                0.75411,                  0.913,                0.38061,                 1.1353,              0.0011395,              0.0011395,              0.0011395
                    181,                 1.0286,                0.61352,                 1.1979,                0.95298,                0.94479,                0.98158,                0.75465,                0.91295,                0.38001,                 1.1351,                0.00109,                0.00109,                0.00109
                    182,                 1.0276,                0.61198,                 1.1952,                0.95291,                0.94479,                0.98149,                0.75461,                0.91289,                0.37991,                 1.1348,              0.0010405,              0.0010405,              0.0010405
                    183,                 1.0328,                0.61791,                 1.1981,                 0.9526,                0.94479,                 0.9815,                0.75463,                0.91273,                0.37939,                 1.1346,               0.000991,               0.000991,               0.000991
                    184,                 1.0227,                0.61467,                 1.1923,                0.95284,                0.94479,                0.98148,                0.75488,                0.91245,                0.37911,                 1.1344,              0.0009415,              0.0009415,              0.0009415
                    185,                  1.022,                0.61143,                 1.1944,                0.95273,                0.94479,                0.98144,                0.75539,                0.91228,                0.37867,                 1.1342,               0.000892,               0.000892,               0.000892
                    186,                 1.0158,                0.61038,                 1.1921,                0.95379,                0.94561,                0.98082,                0.75553,                0.91231,                 0.3783,                 1.1341,              0.0008425,              0.0008425,              0.0008425
                    187,                 1.0177,                0.61305,                 1.1938,                0.95406,                0.94558,                0.98183,                0.75561,                0.91219,                0.37805,                 1.1339,               0.000793,               0.000793,               0.000793
                    188,                 1.0151,                0.60078,                 1.1848,                 0.9538,                0.94583,                0.98181,                0.75578,                0.91204,                0.37792,                 1.1336,              0.0007435,              0.0007435,              0.0007435
                    189,                 1.0142,                0.60531,                 1.1804,                0.95407,                0.94636,                0.98184,                0.75575,                0.91199,                0.37768,                 1.1333,               0.000694,               0.000694,               0.000694
                    190,                0.97103,                0.45593,                 1.1748,                0.95373,                0.94558,                0.98174,                0.75555,                0.91194,                0.37748,                 1.1331,              0.0006445,              0.0006445,              0.0006445
                    191,                0.95809,                0.44681,                 1.1688,                0.95403,                0.94558,                0.98175,                0.75595,                0.91192,                0.37732,                 1.1328,               0.000595,               0.000595,               0.000595
                    192,                0.94707,                0.43803,                 1.1616,                0.95454,                0.94551,                0.98178,                0.75614,                0.91196,                0.37733,                 1.1326,              0.0005455,              0.0005455,              0.0005455
                    193,                0.94376,                0.43316,                 1.1591,                 0.9539,                0.94518,                0.98173,                0.75634,                0.91177,                0.37721,                 1.1323,               0.000496,               0.000496,               0.000496
                    194,                0.93691,                0.43747,                 1.1529,                0.95409,                0.94518,                0.98175,                0.75648,                0.91176,                0.37723,                 1.1322,              0.0004465,              0.0004465,              0.0004465
                    195,                0.93078,                0.43148,                 1.1505,                0.95416,                0.94545,                0.98121,                0.75651,                 0.9117,                0.37704,                 1.1321,               0.000397,               0.000397,               0.000397
                    196,                0.92802,                0.43052,                 1.1493,                0.95348,                0.94597,                0.98176,                0.75693,                 0.9115,                0.37669,                 1.1318,              0.0003475,              0.0003475,              0.0003475
                    197,                0.92159,                0.42596,                 1.1514,                0.95394,                0.94636,                0.98181,                0.75735,                0.91129,                0.37639,                 1.1317,               0.000298,               0.000298,               0.000298
                    198,                0.92723,                0.42937,                 1.1536,                0.95487,                0.94636,                0.98184,                0.75742,                0.91128,                0.37611,                 1.1315,              0.0002485,              0.0002485,              0.0002485
                    199,                0.91953,                0.42311,                 1.1486,                0.95409,                0.94675,                0.98187,                0.75749,                0.91119,                 0.3758,                 1.1313,               0.000199,               0.000199,               0.000199