Object Detection
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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
1, 0.94764, 0.96938, 1.2523, 0.00401, 0.27902, 0.00513, 0.00284, 3.7245, inf, 122.93, 0.00055344, 0.00055344, 0.00055344
2, 0.99409, 0.80945, 1.2777, 0.8756, 0.83751, 0.94401, 0.67031, 0.98713, 1.0608, 1.3112, 0.0011036, 0.0011036, 0.0011036
3, 0.96694, 0.77425, 1.2597, 0.91691, 0.80906, 0.90418, 0.70183, 0.8543, 0.74479, 1.236, 0.0016483, 0.0016483, 0.0016483
4, 0.92814, 0.71933, 1.2301, 0.92819, 0.90222, 0.94499, 0.75005, 0.78921, 0.86219, 1.1442, 0.0016422, 0.0016422, 0.0016422
5, 0.88244, 0.64704, 1.2059, 0.93279, 0.92412, 0.95841, 0.7629, 0.73841, 0.70688, 1.1205, 0.0016422, 0.0016422, 0.0016422
6, 0.8531, 0.62196, 1.1825, 0.9217, 0.85806, 0.92198, 0.70284, 0.88497, 0.69592, 1.2525, 0.001634, 0.001634, 0.001634
7, 0.8323, 0.5819, 1.1626, 0.94919, 0.95917, 0.97506, 0.79522, 0.70314, 0.46884, 1.0853, 0.0016257, 0.0016257, 0.0016257
8, 0.80104, 0.56115, 1.1362, 0.9627, 0.96693, 0.98668, 0.81758, 0.66955, 0.40745, 1.062, 0.0016175, 0.0016175, 0.0016175
9, 0.7907, 0.5395, 1.1322, 0.96267, 0.96529, 0.98812, 0.80678, 0.69545, 0.42786, 1.0625, 0.0016092, 0.0016092, 0.0016092
10, 0.78791, 0.52759, 1.138, 0.96565, 0.97176, 0.98901, 0.83626, 0.61958, 0.38971, 1.0271, 0.001601, 0.001601, 0.001601
11, 0.7838, 0.52719, 1.1256, 0.96217, 0.96853, 0.98751, 0.82534, 0.62826, 0.38464, 1.0245, 0.0015927, 0.0015927, 0.0015927
12, 0.76508, 0.50923, 1.1249, 0.96464, 0.98341, 0.99051, 0.8442, 0.60737, 0.36903, 1.0074, 0.0015845, 0.0015845, 0.0015845
13, 0.73556, 0.48092, 1.1028, 0.96353, 0.97051, 0.98558, 0.82751, 0.63183, 0.37346, 1.0315, 0.0015762, 0.0015762, 0.0015762
14, 0.7377, 0.47619, 1.1087, 0.97312, 0.96541, 0.98853, 0.83954, 0.60294, 0.34484, 1.0086, 0.001568, 0.001568, 0.001568
15, 0.74253, 0.48205, 1.1084, 0.95927, 0.97488, 0.98943, 0.84408, 0.60183, 0.35725, 1.008, 0.0015597, 0.0015597, 0.0015597
16, 0.72001, 0.45906, 1.0994, 0.96277, 0.96532, 0.9853, 0.83947, 0.60024, 0.36338, 1.0128, 0.0015515, 0.0015515, 0.0015515
17, 0.72741, 0.46873, 1.0953, 0.97244, 0.97591, 0.9906, 0.84719, 0.61374, 0.3586, 1.0032, 0.0015432, 0.0015432, 0.0015432
18, 0.69525, 0.45124, 1.0843, 0.97109, 0.9679, 0.9884, 0.85304, 0.58103, 0.32761, 1.0003, 0.001535, 0.001535, 0.001535
19, 0.7121, 0.44717, 1.0888, 0.96806, 0.97591, 0.99087, 0.84416, 0.59913, 0.33452, 1.0094, 0.0015267, 0.0015267, 0.0015267
20, 0.7111, 0.45085, 1.0925, 0.97318, 0.97027, 0.98964, 0.85115, 0.58808, 0.32504, 1.0041, 0.0015185, 0.0015185, 0.0015185
21, 0.69504, 0.43371, 1.0755, 0.97398, 0.97164, 0.99198, 0.85792, 0.56191, 0.32084, 0.98427, 0.0015102, 0.0015102, 0.0015102
22, 0.69215, 0.42969, 1.0839, 0.96522, 0.98429, 0.99212, 0.84543, 0.59908, 0.3242, 1.0029, 0.001502, 0.001502, 0.001502
23, 0.69541, 0.43238, 1.0758, 0.9796, 0.97264, 0.99117, 0.8564, 0.57438, 0.3264, 0.99498, 0.0014937, 0.0014937, 0.0014937
24, 0.68014, 0.42753, 1.0697, 0.97035, 0.97879, 0.98939, 0.85199, 0.59342, 0.32854, 0.99443, 0.0014855, 0.0014855, 0.0014855
25, 0.68641, 0.43695, 1.0741, 0.96268, 0.98121, 0.98897, 0.85768, 0.58523, 0.33106, 0.98933, 0.0014772, 0.0014772, 0.0014772
26, 0.67654, 0.41645, 1.0646, 0.97856, 0.97018, 0.98983, 0.85189, 0.56431, 0.36919, 0.98209, 0.001469, 0.001469, 0.001469
27, 0.66878, 0.41678, 1.0612, 0.97194, 0.97836, 0.99031, 0.86476, 0.56241, 0.31268, 0.97165, 0.0014607, 0.0014607, 0.0014607
28, 0.66892, 0.41304, 1.0609, 0.97537, 0.977, 0.99171, 0.86187, 0.57925, 0.31918, 0.98948, 0.0014525, 0.0014525, 0.0014525
29, 0.65801, 0.40708, 1.0592, 0.97061, 0.98221, 0.99217, 0.85982, 0.56244, 0.29512, 0.98094, 0.0014442, 0.0014442, 0.0014442
30, 0.63913, 0.38522, 1.0445, 0.9689, 0.98428, 0.99251, 0.86403, 0.5663, 0.2877, 0.97508, 0.001436, 0.001436, 0.001436
31, 0.65739, 0.39331, 1.0508, 0.96919, 0.9788, 0.99243, 0.86477, 0.55874, 0.30075, 0.98117, 0.0014277, 0.0014277, 0.0014277
32, 0.65366, 0.3962, 1.049, 0.97192, 0.97688, 0.99006, 0.86542, 0.55953, 0.30276, 0.97638, 0.0014195, 0.0014195, 0.0014195
33, 0.65937, 0.40381, 1.0507, 0.9738, 0.97699, 0.98949, 0.86293, 0.55649, 0.30846, 0.97632, 0.0014112, 0.0014112, 0.0014112
34, 0.64978, 0.3931, 1.047, 0.9809, 0.97488, 0.99222, 0.86501, 0.5655, 0.28774, 0.97641, 0.0014029, 0.0014029, 0.0014029
35, 0.64146, 0.3827, 1.042, 0.97376, 0.98038, 0.9907, 0.87448, 0.53672, 0.28528, 0.96015, 0.0013947, 0.0013947, 0.0013947
36, 0.65316, 0.39367, 1.0504, 0.97968, 0.97635, 0.99106, 0.8703, 0.55467, 0.28996, 0.97718, 0.0013864, 0.0013864, 0.0013864
37, 0.63381, 0.37643, 1.0383, 0.97394, 0.98022, 0.9909, 0.86299, 0.57559, 0.2906, 0.98678, 0.0013782, 0.0013782, 0.0013782
38, 0.64352, 0.37782, 1.0439, 0.97087, 0.97501, 0.98686, 0.86495, 0.53885, 0.30317, 0.96847, 0.0013699, 0.0013699, 0.0013699
39, 0.6254, 0.37342, 1.0336, 0.97163, 0.98432, 0.99237, 0.87832, 0.53914, 0.2815, 0.96739, 0.0013617, 0.0013617, 0.0013617
40, 0.63668, 0.37326, 1.0362, 0.96278, 0.98435, 0.98967, 0.87291, 0.5406, 0.29487, 0.96813, 0.0013534, 0.0013534, 0.0013534
41, 0.64309, 0.38129, 1.0432, 0.97358, 0.97673, 0.99169, 0.8647, 0.56132, 0.30189, 0.98783, 0.0013452, 0.0013452, 0.0013452
42, 0.63573, 0.37382, 1.0404, 0.97063, 0.98118, 0.99085, 0.86712, 0.54304, 0.28842, 0.96822, 0.0013369, 0.0013369, 0.0013369
43, 0.6234, 0.36834, 1.0387, 0.96746, 0.98832, 0.99265, 0.87244, 0.54305, 0.28475, 0.96589, 0.0013287, 0.0013287, 0.0013287
44, 0.63145, 0.37626, 1.0421, 0.97611, 0.98168, 0.99024, 0.86542, 0.56454, 0.30113, 0.98054, 0.0013204, 0.0013204, 0.0013204
45, 0.62469, 0.37511, 1.0421, 0.96813, 0.98432, 0.99047, 0.86426, 0.54895, 0.29626, 0.9729, 0.0013122, 0.0013122, 0.0013122
46, 0.62563, 0.36838, 1.0362, 0.97529, 0.98442, 0.99279, 0.87796, 0.54818, 0.27991, 0.97375, 0.0013039, 0.0013039, 0.0013039
47, 0.6184, 0.36745, 1.0369, 0.97691, 0.98458, 0.99121, 0.86576, 0.56466, 0.28794, 0.98615, 0.0012957, 0.0012957, 0.0012957
48, 0.62105, 0.36548, 1.0356, 0.97754, 0.98009, 0.9913, 0.86044, 0.57069, 0.29134, 0.98545, 0.0012874, 0.0012874, 0.0012874
49, 0.63155, 0.37477, 1.0458, 0.97309, 0.98224, 0.98881, 0.87012, 0.53815, 0.2826, 0.96401, 0.0012792, 0.0012792, 0.0012792
50, 0.60996, 0.36347, 1.0326, 0.97138, 0.98647, 0.98928, 0.87212, 0.52853, 0.2809, 0.96353, 0.0012709, 0.0012709, 0.0012709
51, 0.60888, 0.35731, 1.0339, 0.979, 0.97807, 0.99233, 0.87326, 0.53164, 0.27887, 0.95914, 0.0012627, 0.0012627, 0.0012627
52, 0.59796, 0.35191, 1.0206, 0.97371, 0.98541, 0.99238, 0.87707, 0.5464, 0.28652, 0.96973, 0.0012544, 0.0012544, 0.0012544
53, 0.60389, 0.35481, 1.0238, 0.97468, 0.98538, 0.9923, 0.87335, 0.53227, 0.27807, 0.96561, 0.0012462, 0.0012462, 0.0012462
54, 0.61142, 0.35768, 1.0238, 0.97327, 0.98326, 0.9919, 0.8826, 0.5359, 0.27347, 0.96143, 0.0012379, 0.0012379, 0.0012379
55, 0.60214, 0.3478, 1.0255, 0.96609, 0.98555, 0.99024, 0.87264, 0.543, 0.28713, 0.96475, 0.0012297, 0.0012297, 0.0012297
56, 0.59946, 0.34791, 1.0197, 0.97353, 0.98115, 0.99188, 0.87428, 0.53744, 0.27396, 0.96426, 0.0012214, 0.0012214, 0.0012214
57, 0.60168, 0.34715, 1.0241, 0.97671, 0.98326, 0.99172, 0.87943, 0.53567, 0.27474, 0.96566, 0.0012132, 0.0012132, 0.0012132
58, 0.6046, 0.3437, 1.0308, 0.97521, 0.98567, 0.9924, 0.87509, 0.55078, 0.27112, 0.97481, 0.0012049, 0.0012049, 0.0012049
59, 0.59491, 0.34358, 1.0249, 0.97211, 0.98518, 0.99259, 0.88444, 0.52531, 0.26379, 0.9572, 0.0011967, 0.0011967, 0.0011967
60, 0.58395, 0.33884, 1.0212, 0.97042, 0.98326, 0.99214, 0.87811, 0.52705, 0.27556, 0.96105, 0.0011884, 0.0011884, 0.0011884
61, 0.5887, 0.34918, 1.0184, 0.97565, 0.97947, 0.99327, 0.88382, 0.5277, 0.26496, 0.95488, 0.0011802, 0.0011802, 0.0011802
62, 0.57598, 0.33157, 1.0134, 0.96966, 0.97909, 0.99226, 0.87864, 0.53345, 0.27031, 0.95922, 0.0011719, 0.0011719, 0.0011719
63, 0.58286, 0.33422, 1.0155, 0.97176, 0.982, 0.99277, 0.89013, 0.51776, 0.26186, 0.95468, 0.0011636, 0.0011636, 0.0011636
64, 0.57637, 0.33306, 1.0122, 0.97003, 0.98005, 0.99232, 0.87899, 0.53051, 0.27231, 0.96917, 0.0011554, 0.0011554, 0.0011554
65, 0.5706, 0.32596, 1.0099, 0.97749, 0.977, 0.99255, 0.88263, 0.53202, 0.26821, 0.9569, 0.0011471, 0.0011471, 0.0011471
66, 0.57787, 0.33053, 1.0149, 0.9732, 0.9839, 0.99325, 0.88112, 0.52852, 0.26162, 0.95945, 0.0011389, 0.0011389, 0.0011389
67, 0.58341, 0.33213, 1.0143, 0.98173, 0.97404, 0.99321, 0.87878, 0.53498, 0.26471, 0.96805, 0.0011306, 0.0011306, 0.0011306
68, 0.57716, 0.32908, 1.0118, 0.97215, 0.98463, 0.99246, 0.87513, 0.53567, 0.26512, 0.96247, 0.0011224, 0.0011224, 0.0011224
69, 0.58488, 0.33547, 1.0118, 0.98001, 0.98903, 0.99339, 0.88492, 0.53054, 0.26327, 0.96428, 0.0011141, 0.0011141, 0.0011141
70, 0.56991, 0.33327, 1.006, 0.97713, 0.98162, 0.99334, 0.88501, 0.52059, 0.26345, 0.96088, 0.0011059, 0.0011059, 0.0011059
71, 0.57143, 0.33094, 1.0122, 0.97912, 0.9838, 0.99305, 0.88413, 0.52814, 0.26436, 0.95809, 0.0010976, 0.0010976, 0.0010976
72, 0.57564, 0.32937, 1.0114, 0.97866, 0.98432, 0.99281, 0.88045, 0.52517, 0.2617, 0.96019, 0.0010894, 0.0010894, 0.0010894
73, 0.5707, 0.32942, 1.0046, 0.97518, 0.98224, 0.9922, 0.886, 0.51891, 0.25869, 0.95575, 0.0010811, 0.0010811, 0.0010811
74, 0.57412, 0.32902, 1.0082, 0.97085, 0.98755, 0.99302, 0.88368, 0.5176, 0.25736, 0.95006, 0.0010729, 0.0010729, 0.0010729
75, 0.56558, 0.32072, 1.0107, 0.97143, 0.98156, 0.99171, 0.87914, 0.52027, 0.26506, 0.96478, 0.0010646, 0.0010646, 0.0010646
76, 0.55515, 0.31733, 0.99566, 0.97506, 0.9793, 0.99284, 0.88202, 0.52419, 0.25745, 0.95436, 0.0010564, 0.0010564, 0.0010564
77, 0.55445, 0.3145, 0.99548, 0.97578, 0.98327, 0.99285, 0.88121, 0.51267, 0.25124, 0.95005, 0.0010481, 0.0010481, 0.0010481
78, 0.55967, 0.31939, 1.0034, 0.97125, 0.9823, 0.99149, 0.88241, 0.52732, 0.27117, 0.95568, 0.0010399, 0.0010399, 0.0010399
79, 0.56351, 0.32157, 0.99999, 0.97908, 0.98041, 0.99323, 0.88163, 0.52678, 0.26382, 0.95664, 0.0010316, 0.0010316, 0.0010316
80, 0.57046, 0.32321, 1.0048, 0.97074, 0.99068, 0.99302, 0.88621, 0.52595, 0.25742, 0.95874, 0.0010234, 0.0010234, 0.0010234
81, 0.5515, 0.31224, 0.99443, 0.9753, 0.98588, 0.99302, 0.88165, 0.52497, 0.25847, 0.95772, 0.0010151, 0.0010151, 0.0010151
82, 0.55601, 0.31991, 0.99526, 0.97306, 0.98329, 0.99194, 0.88418, 0.52344, 0.26721, 0.96133, 0.0010069, 0.0010069, 0.0010069
83, 0.55262, 0.31056, 0.99675, 0.97395, 0.98097, 0.99104, 0.88178, 0.52079, 0.26199, 0.95714, 0.00099862, 0.00099862, 0.00099862
84, 0.54586, 0.30853, 0.99725, 0.96273, 0.98632, 0.98726, 0.88206, 0.51534, 0.26794, 0.9561, 0.00099036, 0.00099036, 0.00099036
85, 0.55201, 0.31696, 0.99855, 0.9645, 0.98326, 0.99173, 0.87321, 0.53139, 0.26799, 0.96939, 0.00098211, 0.00098211, 0.00098211
86, 0.55582, 0.31252, 1.0004, 0.9739, 0.98465, 0.99206, 0.88945, 0.52383, 0.26265, 0.96248, 0.00097386, 0.00097386, 0.00097386
87, 0.5614, 0.3152, 1.0063, 0.97837, 0.98118, 0.99175, 0.88122, 0.53239, 0.25942, 0.95496, 0.00096561, 0.00096561, 0.00096561
88, 0.54434, 0.30512, 0.9915, 0.97452, 0.98435, 0.9919, 0.88086, 0.52097, 0.26558, 0.95192, 0.00095736, 0.00095736, 0.00095736
89, 0.5474, 0.30327, 0.99175, 0.97655, 0.98118, 0.99276, 0.88449, 0.5191, 0.25295, 0.95341, 0.00094911, 0.00094911, 0.00094911
90, 0.53287, 0.29849, 0.98853, 0.97874, 0.9832, 0.99223, 0.88377, 0.52508, 0.25526, 0.9619, 0.00094085, 0.00094085, 0.00094085
91, 0.54208, 0.307, 0.99814, 0.97963, 0.98194, 0.99119, 0.88126, 0.51572, 0.25782, 0.95585, 0.0009326, 0.0009326, 0.0009326
92, 0.535, 0.30372, 0.99318, 0.97204, 0.98606, 0.9929, 0.88513, 0.52099, 0.2529, 0.95676, 0.00092435, 0.00092435, 0.00092435
93, 0.53432, 0.29721, 0.98562, 0.97214, 0.98509, 0.99199, 0.88202, 0.52657, 0.25358, 0.96199, 0.0009161, 0.0009161, 0.0009161
94, 0.53452, 0.29907, 0.99045, 0.96746, 0.98261, 0.99114, 0.88577, 0.52035, 0.2579, 0.95901, 0.00090785, 0.00090785, 0.00090785
95, 0.52785, 0.2915, 0.98181, 0.97884, 0.98106, 0.99123, 0.88728, 0.51778, 0.25118, 0.95735, 0.0008996, 0.0008996, 0.0008996
96, 0.53799, 0.29796, 0.99463, 0.97824, 0.98329, 0.99309, 0.88929, 0.51615, 0.24556, 0.95262, 0.00089134, 0.00089134, 0.00089134
97, 0.52174, 0.29367, 0.97921, 0.97752, 0.98118, 0.99213, 0.88493, 0.52371, 0.25283, 0.95899, 0.00088309, 0.00088309, 0.00088309
98, 0.52422, 0.29191, 0.98388, 0.97498, 0.97839, 0.99277, 0.88639, 0.52212, 0.25539, 0.95604, 0.00087484, 0.00087484, 0.00087484
99, 0.52517, 0.29132, 0.97934, 0.97181, 0.97882, 0.99144, 0.88561, 0.51802, 0.25565, 0.95147, 0.00086659, 0.00086659, 0.00086659
100, 0.52086, 0.29125, 0.98078, 0.97326, 0.98861, 0.99256, 0.89021, 0.51315, 0.24741, 0.94891, 0.00085834, 0.00085834, 0.00085834
101, 0.52056, 0.29217, 0.98526, 0.97742, 0.98115, 0.99212, 0.88424, 0.52528, 0.25034, 0.96095, 0.00085009, 0.00085009, 0.00085009
102, 0.52014, 0.28878, 0.98276, 0.97458, 0.98375, 0.99197, 0.88643, 0.52134, 0.25076, 0.95994, 0.00084184, 0.00084184, 0.00084184
103, 0.52334, 0.29059, 0.98233, 0.97452, 0.98381, 0.99196, 0.88656, 0.51778, 0.24643, 0.95229, 0.00083358, 0.00083358, 0.00083358
104, 0.5287, 0.28859, 0.98618, 0.97589, 0.98164, 0.99101, 0.88593, 0.51796, 0.24607, 0.95447, 0.00082533, 0.00082533, 0.00082533
105, 0.5225, 0.29211, 0.99004, 0.97439, 0.98853, 0.99111, 0.89281, 0.50928, 0.24235, 0.9561, 0.00081708, 0.00081708, 0.00081708
106, 0.5218, 0.28934, 0.98402, 0.9786, 0.98644, 0.99279, 0.88326, 0.51739, 0.24212, 0.95735, 0.00080883, 0.00080883, 0.00080883
107, 0.52359, 0.28768, 0.98227, 0.9792, 0.985, 0.99219, 0.88581, 0.52147, 0.24511, 0.95654, 0.00080058, 0.00080058, 0.00080058
108, 0.52065, 0.28939, 0.97806, 0.97903, 0.97797, 0.99345, 0.88484, 0.51539, 0.24329, 0.94999, 0.00079233, 0.00079233, 0.00079233
109, 0.50987, 0.28549, 0.9737, 0.9706, 0.98716, 0.99071, 0.88739, 0.51294, 0.24304, 0.95222, 0.00078407, 0.00078407, 0.00078407
110, 0.51592, 0.28331, 0.97987, 0.97024, 0.98778, 0.99062, 0.88811, 0.51449, 0.23906, 0.95421, 0.00077582, 0.00077582, 0.00077582
111, 0.51438, 0.28453, 0.97846, 0.96885, 0.98706, 0.9913, 0.886, 0.51014, 0.2433, 0.95674, 0.00076757, 0.00076757, 0.00076757
112, 0.5073, 0.28677, 0.97875, 0.97848, 0.98045, 0.99267, 0.89119, 0.51417, 0.24219, 0.95489, 0.00075932, 0.00075932, 0.00075932
113, 0.50285, 0.27852, 0.9749, 0.97838, 0.98018, 0.99261, 0.89145, 0.51305, 0.24134, 0.95299, 0.00075107, 0.00075107, 0.00075107
114, 0.50045, 0.28247, 0.97144, 0.97548, 0.98432, 0.99137, 0.88724, 0.51504, 0.24374, 0.95442, 0.00074282, 0.00074282, 0.00074282
115, 0.50089, 0.28178, 0.97094, 0.97645, 0.98363, 0.99136, 0.88178, 0.51698, 0.25346, 0.95727, 0.00073456, 0.00073456, 0.00073456
116, 0.50794, 0.2829, 0.97483, 0.97578, 0.98281, 0.99261, 0.88975, 0.51401, 0.25258, 0.95768, 0.00072631, 0.00072631, 0.00072631
117, 0.50635, 0.28149, 0.97476, 0.97909, 0.98355, 0.99317, 0.89102, 0.52029, 0.24001, 0.95538, 0.00071806, 0.00071806, 0.00071806
118, 0.49979, 0.27468, 0.96977, 0.97181, 0.98626, 0.99234, 0.89061, 0.50948, 0.23607, 0.94746, 0.00070981, 0.00070981, 0.00070981
119, 0.48517, 0.273, 0.96217, 0.972, 0.98856, 0.99229, 0.8893, 0.5097, 0.2402, 0.95013, 0.00070156, 0.00070156, 0.00070156
120, 0.49325, 0.27049, 0.97142, 0.9745, 0.98962, 0.99314, 0.8892, 0.50967, 0.23992, 0.95018, 0.00069331, 0.00069331, 0.00069331
121, 0.50026, 0.27372, 0.97682, 0.97824, 0.98721, 0.99327, 0.89114, 0.51474, 0.2335, 0.95459, 0.00068505, 0.00068505, 0.00068505
122, 0.49418, 0.27264, 0.96994, 0.97887, 0.98856, 0.99262, 0.89268, 0.50638, 0.23227, 0.94769, 0.0006768, 0.0006768, 0.0006768
123, 0.49489, 0.27107, 0.96921, 0.97376, 0.98596, 0.99347, 0.89001, 0.5081, 0.23806, 0.94818, 0.00066855, 0.00066855, 0.00066855
124, 0.49016, 0.26934, 0.96752, 0.97891, 0.98269, 0.99167, 0.88927, 0.51158, 0.23864, 0.95365, 0.0006603, 0.0006603, 0.0006603
125, 0.4887, 0.2687, 0.9703, 0.97862, 0.98054, 0.99238, 0.88877, 0.51773, 0.23744, 0.9545, 0.00065205, 0.00065205, 0.00065205
126, 0.48974, 0.2706, 0.96562, 0.97488, 0.981, 0.9911, 0.89006, 0.51374, 0.24358, 0.95717, 0.0006438, 0.0006438, 0.0006438
127, 0.48918, 0.26478, 0.96533, 0.98422, 0.97829, 0.99272, 0.88729, 0.50511, 0.23308, 0.95225, 0.00063554, 0.00063554, 0.00063554
128, 0.49603, 0.2681, 0.96686, 0.97495, 0.98009, 0.9929, 0.89537, 0.50804, 0.23238, 0.94908, 0.00062729, 0.00062729, 0.00062729
129, 0.4738, 0.26068, 0.96163, 0.97318, 0.98607, 0.99183, 0.8928, 0.51763, 0.23755, 0.95324, 0.00061904, 0.00061904, 0.00061904
130, 0.47084, 0.25993, 0.96161, 0.98205, 0.9769, 0.99181, 0.8877, 0.5127, 0.23388, 0.95127, 0.00061079, 0.00061079, 0.00061079
131, 0.47891, 0.26685, 0.96055, 0.97386, 0.9875, 0.99165, 0.88947, 0.505, 0.23331, 0.95399, 0.00060254, 0.00060254, 0.00060254
132, 0.47831, 0.26674, 0.9665, 0.97664, 0.986, 0.99185, 0.88248, 0.5224, 0.24246, 0.96603, 0.00059429, 0.00059429, 0.00059429
133, 0.47617, 0.26224, 0.96666, 0.97369, 0.98644, 0.99189, 0.89209, 0.51044, 0.23414, 0.95641, 0.00058603, 0.00058603, 0.00058603
134, 0.48126, 0.26925, 0.96347, 0.97701, 0.98226, 0.99247, 0.89158, 0.51, 0.23177, 0.94825, 0.00057778, 0.00057778, 0.00057778
135, 0.48595, 0.26527, 0.96776, 0.97965, 0.98435, 0.99208, 0.88668, 0.52444, 0.23757, 0.96125, 0.00056953, 0.00056953, 0.00056953
136, 0.47042, 0.26133, 0.96053, 0.98013, 0.98151, 0.99094, 0.88452, 0.51574, 0.24524, 0.96106, 0.00056128, 0.00056128, 0.00056128
137, 0.47454, 0.26252, 0.96491, 0.97625, 0.98196, 0.99221, 0.88763, 0.5112, 0.23991, 0.95742, 0.00055303, 0.00055303, 0.00055303
138, 0.47126, 0.25806, 0.9647, 0.97666, 0.98284, 0.99219, 0.89333, 0.50829, 0.23556, 0.95831, 0.00054478, 0.00054478, 0.00054478
139, 0.47293, 0.25936, 0.95998, 0.97426, 0.98881, 0.99211, 0.89021, 0.5181, 0.23482, 0.95848, 0.00053652, 0.00053652, 0.00053652
140, 0.466, 0.25787, 0.95494, 0.98265, 0.97435, 0.99345, 0.89363, 0.51719, 0.23344, 0.95485, 0.00052827, 0.00052827, 0.00052827
141, 0.47958, 0.26446, 0.96318, 0.97511, 0.98853, 0.99335, 0.89422, 0.51536, 0.2323, 0.9522, 0.00052002, 0.00052002, 0.00052002
142, 0.47393, 0.25753, 0.96758, 0.96989, 0.98844, 0.99307, 0.89202, 0.52184, 0.23625, 0.95752, 0.00051177, 0.00051177, 0.00051177
143, 0.46624, 0.25405, 0.95927, 0.96805, 0.99062, 0.99261, 0.89615, 0.51334, 0.22569, 0.95582, 0.00050352, 0.00050352, 0.00050352
144, 0.47137, 0.25661, 0.95891, 0.97795, 0.98065, 0.99321, 0.8944, 0.51682, 0.2324, 0.95978, 0.00049527, 0.00049527, 0.00049527
145, 0.45966, 0.256, 0.95733, 0.97254, 0.9864, 0.99226, 0.89337, 0.51725, 0.23644, 0.95839, 0.00048701, 0.00048701, 0.00048701
146, 0.46384, 0.25631, 0.96418, 0.97746, 0.98615, 0.9915, 0.8926, 0.51549, 0.2302, 0.95885, 0.00047876, 0.00047876, 0.00047876
147, 0.45532, 0.25039, 0.95365, 0.97814, 0.98326, 0.9931, 0.89651, 0.51355, 0.23035, 0.95447, 0.00047051, 0.00047051, 0.00047051
148, 0.44792, 0.25261, 0.95237, 0.97265, 0.98475, 0.99236, 0.89281, 0.51337, 0.23127, 0.9626, 0.00046226, 0.00046226, 0.00046226
149, 0.45429, 0.25437, 0.95935, 0.97632, 0.98644, 0.99085, 0.88718, 0.51527, 0.23331, 0.95229, 0.00045401, 0.00045401, 0.00045401
150, 0.45802, 0.2553, 0.95975, 0.97664, 0.98232, 0.9923, 0.89018, 0.51361, 0.22839, 0.95185, 0.00044576, 0.00044576, 0.00044576
151, 0.45619, 0.25307, 0.95776, 0.98016, 0.98306, 0.99184, 0.8949, 0.51227, 0.23188, 0.95126, 0.0004375, 0.0004375, 0.0004375
152, 0.45131, 0.25119, 0.95196, 0.9778, 0.98412, 0.99135, 0.89189, 0.51492, 0.23046, 0.95624, 0.00042925, 0.00042925, 0.00042925
153, 0.45321, 0.24627, 0.95403, 0.97999, 0.97983, 0.99229, 0.89471, 0.51118, 0.22748, 0.95256, 0.000421, 0.000421, 0.000421
154, 0.44722, 0.24661, 0.94769, 0.96721, 0.99168, 0.99207, 0.89004, 0.5091, 0.22416, 0.94699, 0.00041275, 0.00041275, 0.00041275
155, 0.44625, 0.24333, 0.9505, 0.97333, 0.98523, 0.99183, 0.89046, 0.51619, 0.23056, 0.95212, 0.0004045, 0.0004045, 0.0004045
156, 0.44217, 0.24223, 0.94545, 0.97687, 0.98915, 0.99242, 0.8966, 0.50939, 0.22715, 0.94764, 0.00039625, 0.00039625, 0.00039625
157, 0.44439, 0.24324, 0.95042, 0.97817, 0.98342, 0.99193, 0.89721, 0.5106, 0.23307, 0.95225, 0.00038799, 0.00038799, 0.00038799
158, 0.44195, 0.23965, 0.94333, 0.97849, 0.98326, 0.99212, 0.89527, 0.5082, 0.22965, 0.9491, 0.00037974, 0.00037974, 0.00037974
159, 0.4396, 0.24122, 0.94581, 0.97499, 0.98728, 0.99277, 0.89337, 0.51431, 0.22706, 0.94788, 0.00037149, 0.00037149, 0.00037149
160, 0.43493, 0.24118, 0.94079, 0.97684, 0.97942, 0.9923, 0.89045, 0.51588, 0.23306, 0.95195, 0.00036324, 0.00036324, 0.00036324
161, 0.43122, 0.23833, 0.93597, 0.97819, 0.98326, 0.99206, 0.89278, 0.51449, 0.23337, 0.95098, 0.00035499, 0.00035499, 0.00035499
162, 0.4317, 0.24119, 0.9417, 0.97968, 0.98439, 0.99229, 0.89081, 0.5173, 0.22453, 0.9527, 0.00034674, 0.00034674, 0.00034674
163, 0.43668, 0.24112, 0.94222, 0.97412, 0.98326, 0.99213, 0.88782, 0.51788, 0.22932, 0.9562, 0.00033848, 0.00033848, 0.00033848
164, 0.43022, 0.23913, 0.94393, 0.98144, 0.97903, 0.99119, 0.89123, 0.51763, 0.23102, 0.95179, 0.00033023, 0.00033023, 0.00033023
165, 0.42562, 0.23451, 0.94121, 0.98309, 0.98069, 0.99177, 0.89167, 0.51706, 0.22707, 0.95014, 0.00032198, 0.00032198, 0.00032198
166, 0.42259, 0.23358, 0.93728, 0.97972, 0.98644, 0.99204, 0.89063, 0.5136, 0.2282, 0.9511, 0.00031373, 0.00031373, 0.00031373
167, 0.42572, 0.23257, 0.93674, 0.97676, 0.98538, 0.99105, 0.89185, 0.51402, 0.22939, 0.95105, 0.00030548, 0.00030548, 0.00030548
168, 0.43049, 0.23382, 0.94024, 0.97994, 0.98432, 0.99162, 0.89311, 0.51317, 0.22418, 0.95218, 0.00029723, 0.00029723, 0.00029723
169, 0.42482, 0.23245, 0.94157, 0.9728, 0.98824, 0.99281, 0.89042, 0.51725, 0.22361, 0.95531, 0.00028897, 0.00028897, 0.00028897
170, 0.41706, 0.22516, 0.93286, 0.98081, 0.978, 0.99195, 0.89119, 0.51633, 0.22418, 0.954, 0.00028072, 0.00028072, 0.00028072
171, 0.41773, 0.2315, 0.93934, 0.9814, 0.97996, 0.99197, 0.89028, 0.51346, 0.22486, 0.94984, 0.00027247, 0.00027247, 0.00027247
172, 0.41223, 0.22516, 0.93539, 0.98025, 0.98115, 0.99259, 0.89054, 0.51428, 0.22461, 0.9505, 0.00026422, 0.00026422, 0.00026422
173, 0.41168, 0.22557, 0.93335, 0.9783, 0.98506, 0.99294, 0.89138, 0.51151, 0.22406, 0.95002, 0.00025597, 0.00025597, 0.00025597
174, 0.4139, 0.22706, 0.93181, 0.98061, 0.98467, 0.99141, 0.88858, 0.51612, 0.22486, 0.95711, 0.00024772, 0.00024772, 0.00024772
175, 0.41284, 0.22621, 0.9355, 0.98148, 0.98317, 0.99203, 0.88966, 0.51354, 0.22812, 0.95476, 0.00023946, 0.00023946, 0.00023946
176, 0.4125, 0.22554, 0.93019, 0.97914, 0.98432, 0.99178, 0.88904, 0.51079, 0.22557, 0.95197, 0.00023121, 0.00023121, 0.00023121
177, 0.40818, 0.22278, 0.93014, 0.9806, 0.98538, 0.99261, 0.89113, 0.5099, 0.22512, 0.95033, 0.00022296, 0.00022296, 0.00022296
178, 0.40392, 0.21957, 0.92949, 0.97691, 0.98722, 0.99276, 0.89426, 0.51388, 0.22179, 0.9542, 0.00021471, 0.00021471, 0.00021471
179, 0.40657, 0.22827, 0.93407, 0.98016, 0.98625, 0.99227, 0.88963, 0.51285, 0.22284, 0.9535, 0.00020646, 0.00020646, 0.00020646
180, 0.40283, 0.22232, 0.93394, 0.97901, 0.98511, 0.99187, 0.89213, 0.51852, 0.2216, 0.95528, 0.00019821, 0.00019821, 0.00019821
181, 0.40473, 0.22269, 0.93622, 0.98004, 0.98622, 0.99219, 0.89312, 0.51795, 0.22349, 0.95637, 0.00018995, 0.00018995, 0.00018995
182, 0.41079, 0.22329, 0.93437, 0.97788, 0.98538, 0.99242, 0.89278, 0.51876, 0.22361, 0.95788, 0.0001817, 0.0001817, 0.0001817
183, 0.3926, 0.21719, 0.93194, 0.97718, 0.98621, 0.99244, 0.89394, 0.51789, 0.22263, 0.95949, 0.00017345, 0.00017345, 0.00017345
184, 0.39727, 0.2226, 0.92924, 0.97505, 0.98644, 0.99232, 0.89109, 0.51548, 0.22284, 0.9569, 0.0001652, 0.0001652, 0.0001652
185, 0.40511, 0.21976, 0.92881, 0.98061, 0.9844, 0.99257, 0.89165, 0.51645, 0.22152, 0.95634, 0.00015695, 0.00015695, 0.00015695
186, 0.40047, 0.21761, 0.93162, 0.97967, 0.98538, 0.99244, 0.89219, 0.51705, 0.2206, 0.9572, 0.0001487, 0.0001487, 0.0001487
187, 0.39617, 0.2163, 0.92797, 0.97747, 0.9866, 0.99215, 0.89184, 0.5161, 0.22337, 0.95607, 0.00014044, 0.00014044, 0.00014044
188, 0.38367, 0.21175, 0.92279, 0.97755, 0.98725, 0.99216, 0.89353, 0.51195, 0.22259, 0.95549, 0.00013219, 0.00013219, 0.00013219
189, 0.39428, 0.21437, 0.9296, 0.97812, 0.9875, 0.99167, 0.8943, 0.51277, 0.22101, 0.95507, 0.00012394, 0.00012394, 0.00012394
190, 0.38606, 0.21133, 0.92229, 0.98035, 0.98628, 0.99185, 0.89548, 0.51341, 0.22092, 0.95328, 0.00011569, 0.00011569, 0.00011569
191, 0.32666, 0.16944, 0.8738, 0.9731, 0.99062, 0.99353, 0.88324, 0.51458, 0.22221, 0.95953, 0.00010744, 0.00010744, 0.00010744
192, 0.31866, 0.1636, 0.87167, 0.97534, 0.98825, 0.99368, 0.8865, 0.51556, 0.22077, 0.95865, 9.9187e-05, 9.9187e-05, 9.9187e-05
193, 0.3166, 0.16158, 0.86957, 0.9754, 0.98837, 0.99317, 0.88474, 0.5201, 0.22251, 0.96114, 9.0935e-05, 9.0935e-05, 9.0935e-05
194, 0.31482, 0.15927, 0.86853, 0.97631, 0.98769, 0.9926, 0.88799, 0.5199, 0.22255, 0.96604, 8.2683e-05, 8.2683e-05, 8.2683e-05
195, 0.30911, 0.15815, 0.86813, 0.97957, 0.98374, 0.99303, 0.88809, 0.51971, 0.22104, 0.96605, 7.4432e-05, 7.4432e-05, 7.4432e-05
196, 0.3098, 0.15924, 0.86973, 0.97983, 0.98454, 0.99325, 0.88882, 0.51853, 0.22077, 0.96362, 6.618e-05, 6.618e-05, 6.618e-05
197, 0.30637, 0.15711, 0.86401, 0.97815, 0.9875, 0.99341, 0.88906, 0.51974, 0.2228, 0.9631, 5.7928e-05, 5.7928e-05, 5.7928e-05
198, 0.30554, 0.15453, 0.85399, 0.9791, 0.98689, 0.99324, 0.89399, 0.51943, 0.22116, 0.96257, 4.9677e-05, 4.9677e-05, 4.9677e-05
199, 0.30276, 0.15531, 0.85685, 0.97825, 0.98528, 0.99298, 0.89389, 0.51935, 0.22066, 0.96473, 4.1425e-05, 4.1425e-05, 4.1425e-05
200, 0.30301, 0.15479, 0.86645, 0.97413, 0.98846, 0.99308, 0.89502, 0.5198, 0.22097, 0.96505, 3.3173e-05, 3.3173e-05, 3.3173e-05