YOLOv8-crack-seg / yolov8m /results.csv
hdnh2006
add other yolov8 models
2d6edb1
epoch, train/box_loss, train/seg_loss, train/cls_loss, train/dfl_loss, metrics/precision(B), metrics/recall(B), metrics/mAP50(B), metrics/mAP50-95(B), metrics/precision(M), metrics/recall(M), metrics/mAP50(M), metrics/mAP50-95(M), val/box_loss, val/seg_loss, val/cls_loss, val/dfl_loss, lr/pg0, lr/pg1, lr/pg2
1, 1.457, 1.9437, 1.6404, 1.3896, 0.2034, 0.49398, 0.15097, 0.04741, 0.16602, 0.40161, 0.11011, 0.02366, 2.2062, 1.4007, 6.3801, 2.0503, 0.00066416, 0.00066416, 0.00066416
2, 1.4806, 1.7374, 1.4695, 1.4014, 0.22799, 0.22088, 0.08677, 0.02742, 0.29614, 0.19277, 0.09063, 0.02442, 3.003, 1.3696, 4.101, 2.5942, 0.0013177, 0.0013177, 0.0013177
3, 1.3996, 1.6996, 1.3876, 1.35, 0.36151, 0.57831, 0.36937, 0.16524, 0.28744, 0.4698, 0.24796, 0.06393, 1.8663, 1.3922, 2.5728, 1.6793, 0.0019579, 0.0019579, 0.0019579
4, 1.28, 1.6489, 1.2645, 1.2905, 0.58633, 0.59438, 0.51365, 0.26413, 0.48254, 0.4569, 0.30947, 0.08718, 1.6021, 1.3647, 2.0605, 1.4865, 0.0019406, 0.0019406, 0.0019406
5, 1.2075, 1.6531, 1.1881, 1.2621, 0.64937, 0.59438, 0.59898, 0.31906, 0.53167, 0.52209, 0.41432, 0.129, 1.5499, 1.2805, 1.6741, 1.4418, 0.0019406, 0.0019406, 0.0019406
6, 1.1671, 1.6327, 1.1409, 1.2306, 0.68882, 0.64257, 0.61809, 0.3229, 0.5812, 0.54217, 0.43391, 0.13118, 1.4962, 1.2819, 1.5463, 1.3762, 0.0019208, 0.0019208, 0.0019208
7, 1.1278, 1.5988, 1.0777, 1.2159, 0.66356, 0.6506, 0.62362, 0.36036, 0.56708, 0.56289, 0.45577, 0.14971, 1.5316, 1.2016, 1.4248, 1.3989, 0.001901, 0.001901, 0.001901
8, 1.0954, 1.5726, 1.0444, 1.1958, 0.75188, 0.61847, 0.66463, 0.40968, 0.59609, 0.5261, 0.46502, 0.13986, 1.359, 1.2666, 1.4928, 1.3426, 0.0018812, 0.0018812, 0.0018812
9, 1.0639, 1.5604, 1.019, 1.1913, 0.69707, 0.66265, 0.67632, 0.4046, 0.64342, 0.55823, 0.52559, 0.15978, 1.4318, 1.2047, 1.4624, 1.3847, 0.0018614, 0.0018614, 0.0018614
10, 1.0444, 1.5582, 0.98508, 1.1742, 0.79289, 0.66667, 0.70169, 0.47037, 0.70499, 0.60643, 0.55097, 0.16498, 1.3078, 1.2863, 1.2576, 1.2974, 0.0018416, 0.0018416, 0.0018416
11, 1.0419, 1.5517, 0.97874, 1.1697, 0.74279, 0.71486, 0.6971, 0.45747, 0.6645, 0.58233, 0.49873, 0.17385, 1.2737, 1.1724, 1.2742, 1.2498, 0.0018218, 0.0018218, 0.0018218
12, 1.028, 1.5655, 0.96748, 1.1655, 0.74322, 0.6506, 0.67141, 0.42492, 0.62182, 0.56791, 0.52112, 0.16135, 1.2396, 1.1834, 1.3872, 1.2269, 0.001802, 0.001802, 0.001802
13, 0.99609, 1.5332, 0.9321, 1.15, 0.77918, 0.73896, 0.74484, 0.4934, 0.7015, 0.61044, 0.57533, 0.1867, 1.1831, 1.1789, 1.1534, 1.1868, 0.0017822, 0.0017822, 0.0017822
14, 0.98439, 1.5142, 0.90616, 1.1458, 0.75026, 0.67068, 0.7285, 0.47579, 0.68614, 0.5619, 0.53979, 0.18403, 1.2724, 1.1793, 1.2332, 1.238, 0.0017624, 0.0017624, 0.0017624
15, 0.97335, 1.5136, 0.90438, 1.1363, 0.75983, 0.73494, 0.7329, 0.47789, 0.6454, 0.62651, 0.54603, 0.17447, 1.207, 1.1666, 1.1957, 1.2191, 0.0017426, 0.0017426, 0.0017426
16, 0.98233, 1.5095, 0.89778, 1.1481, 0.78194, 0.70281, 0.76686, 0.50283, 0.66344, 0.57792, 0.5379, 0.17197, 1.2006, 1.2068, 1.1913, 1.21, 0.0017228, 0.0017228, 0.0017228
17, 0.95319, 1.4938, 0.87309, 1.1212, 0.77685, 0.68675, 0.71964, 0.49375, 0.70699, 0.61847, 0.57914, 0.17704, 1.1034, 1.1657, 1.1969, 1.1613, 0.001703, 0.001703, 0.001703
18, 0.95796, 1.5031, 0.86948, 1.1321, 0.81935, 0.69478, 0.7546, 0.48397, 0.70568, 0.59839, 0.56422, 0.17737, 1.2104, 1.1875, 1.1335, 1.1666, 0.0016832, 0.0016832, 0.0016832
19, 0.92885, 1.4916, 0.84817, 1.1114, 0.77009, 0.72289, 0.75787, 0.55278, 0.72028, 0.60643, 0.58881, 0.1899, 1.048, 1.1817, 1.0735, 1.1235, 0.0016634, 0.0016634, 0.0016634
20, 0.93049, 1.4804, 0.84436, 1.1237, 0.83579, 0.65863, 0.76547, 0.55598, 0.76146, 0.60241, 0.61944, 0.20017, 1.0825, 1.1857, 1.0954, 1.1275, 0.0016436, 0.0016436, 0.0016436
21, 0.92521, 1.4778, 0.83275, 1.1184, 0.81395, 0.6506, 0.75727, 0.5267, 0.71445, 0.53414, 0.54991, 0.16984, 1.1344, 1.2327, 1.1651, 1.1917, 0.0016238, 0.0016238, 0.0016238
22, 0.92173, 1.4783, 0.82877, 1.1132, 0.76464, 0.71761, 0.74905, 0.51307, 0.68435, 0.59438, 0.5796, 0.19397, 1.1405, 1.2152, 1.1221, 1.1424, 0.001604, 0.001604, 0.001604
23, 0.90403, 1.4557, 0.80556, 1.1038, 0.77709, 0.73092, 0.74192, 0.50868, 0.69722, 0.65863, 0.61255, 0.17946, 1.0648, 1.2109, 1.1183, 1.1438, 0.0015842, 0.0015842, 0.0015842
24, 0.89652, 1.4507, 0.81086, 1.1039, 0.79716, 0.72691, 0.76093, 0.55559, 0.69212, 0.66667, 0.60902, 0.19594, 1.0149, 1.163, 1.0553, 1.1077, 0.0015644, 0.0015644, 0.0015644
25, 0.91047, 1.4917, 0.80398, 1.1111, 0.78057, 0.75904, 0.75168, 0.5484, 0.69797, 0.67871, 0.60907, 0.1914, 1.0512, 1.1884, 1.0685, 1.1253, 0.0015446, 0.0015446, 0.0015446
26, 0.89461, 1.4701, 0.81538, 1.105, 0.77373, 0.67292, 0.73537, 0.51368, 0.66982, 0.57831, 0.54603, 0.17495, 1.0765, 1.2151, 1.1447, 1.1318, 0.0015248, 0.0015248, 0.0015248
27, 0.89326, 1.4626, 0.79144, 1.1018, 0.73227, 0.71397, 0.73835, 0.52137, 0.66525, 0.62249, 0.59841, 0.18346, 1.0511, 1.1967, 1.0787, 1.1102, 0.001505, 0.001505, 0.001505
28, 0.87443, 1.4541, 0.76584, 1.0897, 0.82585, 0.73896, 0.78292, 0.57304, 0.75426, 0.68675, 0.66637, 0.20452, 1.0067, 1.1399, 0.99368, 1.0835, 0.0014852, 0.0014852, 0.0014852
29, 0.86462, 1.4388, 0.77061, 1.0845, 0.78145, 0.71801, 0.75785, 0.55113, 0.6905, 0.66265, 0.61582, 0.19335, 1.0166, 1.2217, 1.0247, 1.1041, 0.0014654, 0.0014654, 0.0014654
30, 0.88419, 1.455, 0.77969, 1.0937, 0.75027, 0.74807, 0.75456, 0.5567, 0.67197, 0.68273, 0.62167, 0.19453, 1.0392, 1.1546, 1.0702, 1.1222, 0.0014456, 0.0014456, 0.0014456
31, 0.87712, 1.4098, 0.77662, 1.096, 0.81331, 0.76982, 0.79661, 0.57697, 0.72998, 0.6747, 0.63313, 0.20592, 1.045, 1.1631, 1.0098, 1.0939, 0.0014258, 0.0014258, 0.0014258
32, 0.85712, 1.4218, 0.7529, 1.0813, 0.77967, 0.71059, 0.78071, 0.54913, 0.70811, 0.64304, 0.64659, 0.1933, 1.0044, 1.1355, 1.0328, 1.0783, 0.001406, 0.001406, 0.001406
33, 0.85404, 1.4168, 0.76069, 1.0834, 0.78917, 0.70683, 0.76339, 0.59101, 0.69605, 0.62651, 0.60786, 0.20194, 0.92375, 1.1646, 0.93739, 1.0627, 0.0013862, 0.0013862, 0.0013862
34, 0.84355, 1.4052, 0.7253, 1.0707, 0.8254, 0.74042, 0.7864, 0.58015, 0.74747, 0.64192, 0.64486, 0.20995, 0.9634, 1.1496, 0.96963, 1.0725, 0.0013664, 0.0013664, 0.0013664
35, 0.8368, 1.4147, 0.72096, 1.0688, 0.8115, 0.71888, 0.771, 0.58185, 0.7467, 0.61562, 0.63807, 0.20694, 0.98589, 1.1463, 0.96417, 1.0647, 0.0013466, 0.0013466, 0.0013466
36, 0.87615, 1.4434, 0.75335, 1.0827, 0.80783, 0.68273, 0.75439, 0.56045, 0.73872, 0.61847, 0.63116, 0.21313, 0.97333, 1.1408, 1.0268, 1.0552, 0.0013268, 0.0013268, 0.0013268
37, 0.84552, 1.4172, 0.73026, 1.0709, 0.82062, 0.73494, 0.7931, 0.57148, 0.71332, 0.62955, 0.60792, 0.19524, 1.025, 1.1793, 0.96725, 1.1042, 0.001307, 0.001307, 0.001307
38, 0.84031, 1.4271, 0.71685, 1.0702, 0.72524, 0.76323, 0.75151, 0.54525, 0.64196, 0.67068, 0.59194, 0.19898, 1.0291, 1.1926, 1.0026, 1.0854, 0.0012872, 0.0012872, 0.0012872
39, 0.83247, 1.4146, 0.72554, 1.0673, 0.82196, 0.74297, 0.77606, 0.57342, 0.72495, 0.66667, 0.63473, 0.205, 0.96134, 1.1579, 1.0034, 1.0663, 0.0012674, 0.0012674, 0.0012674
40, 0.84167, 1.425, 0.70749, 1.0584, 0.73525, 0.75904, 0.74938, 0.54428, 0.67222, 0.62249, 0.59093, 0.19769, 0.97744, 1.1606, 0.97792, 1.0651, 0.0012476, 0.0012476, 0.0012476
41, 0.82393, 1.4103, 0.7136, 1.0628, 0.76908, 0.72691, 0.75244, 0.56247, 0.67062, 0.63454, 0.5822, 0.18292, 0.96253, 1.1972, 1.0003, 1.0596, 0.0012278, 0.0012278, 0.0012278
42, 0.82729, 1.4146, 0.71193, 1.0588, 0.79708, 0.71084, 0.7641, 0.58415, 0.72953, 0.6506, 0.63712, 0.21434, 0.90602, 1.1281, 0.91724, 1.0195, 0.001208, 0.001208, 0.001208
43, 0.82132, 1.4192, 0.70167, 1.0602, 0.83998, 0.71678, 0.80124, 0.59581, 0.71265, 0.6506, 0.62402, 0.21363, 0.93866, 1.193, 0.91444, 1.0302, 0.0011882, 0.0011882, 0.0011882
44, 0.81038, 1.3793, 0.68465, 1.0515, 0.81489, 0.74253, 0.79743, 0.6005, 0.72634, 0.6506, 0.64741, 0.21715, 0.92669, 1.1543, 0.94577, 1.0222, 0.0011684, 0.0011684, 0.0011684
45, 0.80821, 1.396, 0.68641, 1.0523, 0.79918, 0.73517, 0.79653, 0.61292, 0.71346, 0.66667, 0.6534, 0.22064, 0.90668, 1.1471, 0.94131, 1.0422, 0.0011486, 0.0011486, 0.0011486
46, 0.80342, 1.3841, 0.67481, 1.0555, 0.79495, 0.7318, 0.77677, 0.57988, 0.72079, 0.66667, 0.65015, 0.19981, 0.95061, 1.1721, 0.93709, 1.0754, 0.0011288, 0.0011288, 0.0011288
47, 0.79949, 1.3769, 0.6597, 1.0454, 0.81482, 0.75987, 0.78691, 0.58627, 0.71598, 0.63052, 0.62235, 0.20938, 0.96197, 1.1926, 0.90791, 1.0739, 0.001109, 0.001109, 0.001109
48, 0.80476, 1.3714, 0.66082, 1.0517, 0.81854, 0.72464, 0.78153, 0.59091, 0.69627, 0.64445, 0.6103, 0.20168, 0.91352, 1.1724, 0.92596, 1.0772, 0.0010892, 0.0010892, 0.0010892
49, 0.79901, 1.3838, 0.67336, 1.0497, 0.80307, 0.73494, 0.77408, 0.59959, 0.70199, 0.67167, 0.63245, 0.21693, 0.89148, 1.177, 0.91985, 1.0398, 0.0010694, 0.0010694, 0.0010694
50, 0.79823, 1.3891, 0.66464, 1.0509, 0.81565, 0.73896, 0.77594, 0.58968, 0.7383, 0.65462, 0.65829, 0.2195, 0.94549, 1.1649, 0.89995, 1.0795, 0.0010496, 0.0010496, 0.0010496
51, 0.79199, 1.3835, 0.65427, 1.041, 0.80303, 0.70406, 0.78815, 0.60038, 0.72785, 0.62297, 0.6446, 0.20636, 0.90445, 1.1808, 0.91849, 1.0151, 0.0010298, 0.0010298, 0.0010298
52, 0.79997, 1.3935, 0.66154, 1.0437, 0.82326, 0.72957, 0.78789, 0.60341, 0.72568, 0.65863, 0.6315, 0.21019, 0.90898, 1.1685, 0.88995, 1.014, 0.00101, 0.00101, 0.00101
53, 0.78911, 1.3803, 0.66103, 1.0386, 0.85455, 0.69478, 0.788, 0.60743, 0.78942, 0.62651, 0.64929, 0.21463, 0.88663, 1.1606, 0.85793, 1.0072, 0.0009902, 0.0009902, 0.0009902
54, 0.77586, 1.3516, 0.63231, 1.0368, 0.86319, 0.73092, 0.81015, 0.61277, 0.75535, 0.6747, 0.64867, 0.20322, 0.87906, 1.1726, 0.84875, 1.0042, 0.0009704, 0.0009704, 0.0009704
55, 0.77979, 1.3589, 0.6318, 1.0393, 0.79966, 0.71486, 0.76846, 0.58433, 0.69895, 0.64338, 0.61659, 0.20283, 0.91162, 1.1768, 0.91603, 1.022, 0.0009506, 0.0009506, 0.0009506
56, 0.76226, 1.3601, 0.61452, 1.0306, 0.85027, 0.7526, 0.79223, 0.59794, 0.76824, 0.67894, 0.66116, 0.21161, 0.87743, 1.165, 0.86274, 0.99653, 0.0009308, 0.0009308, 0.0009308
57, 0.77245, 1.3554, 0.62821, 1.0344, 0.79566, 0.751, 0.77302, 0.57024, 0.71025, 0.67068, 0.63286, 0.20291, 0.95776, 1.1689, 0.89728, 1.0665, 0.000911, 0.000911, 0.000911
58, 0.75891, 1.3505, 0.60971, 1.0226, 0.81673, 0.73092, 0.78074, 0.59614, 0.73255, 0.66265, 0.63863, 0.21565, 0.92069, 1.1638, 0.88527, 1.0409, 0.0008912, 0.0008912, 0.0008912
59, 0.75673, 1.3491, 0.61562, 1.0218, 0.8608, 0.70683, 0.78314, 0.59278, 0.78255, 0.64257, 0.6373, 0.20807, 0.88409, 1.1533, 0.88682, 1.0135, 0.0008714, 0.0008714, 0.0008714
60, 0.7464, 1.3314, 0.59918, 1.0216, 0.86401, 0.73494, 0.80194, 0.60675, 0.80272, 0.65462, 0.65289, 0.21467, 0.87759, 1.1544, 0.87021, 1.0323, 0.0008516, 0.0008516, 0.0008516
61, 0.75107, 1.3464, 0.60639, 1.0203, 0.81291, 0.73092, 0.79405, 0.61195, 0.76417, 0.65066, 0.65897, 0.21427, 0.85128, 1.1493, 0.88393, 1.0064, 0.0008318, 0.0008318, 0.0008318
62, 0.75589, 1.347, 0.59358, 1.0227, 0.83878, 0.76305, 0.80038, 0.60708, 0.77997, 0.66911, 0.65738, 0.22019, 0.90311, 1.1481, 0.84635, 1.0284, 0.000812, 0.000812, 0.000812
63, 0.75002, 1.3341, 0.5943, 1.0221, 0.85622, 0.7414, 0.80388, 0.6106, 0.75913, 0.65816, 0.63546, 0.21009, 0.84695, 1.1756, 0.82862, 1.0092, 0.0007922, 0.0007922, 0.0007922
64, 0.74633, 1.3321, 0.59878, 1.0193, 0.84406, 0.73092, 0.80127, 0.60048, 0.76373, 0.6506, 0.63259, 0.21248, 0.88121, 1.1586, 0.85854, 0.99186, 0.0007724, 0.0007724, 0.0007724
65, 0.74292, 1.347, 0.59144, 1.0138, 0.83127, 0.76707, 0.78768, 0.60792, 0.74216, 0.65462, 0.62494, 0.21431, 0.86945, 1.1633, 0.81893, 1.0285, 0.0007526, 0.0007526, 0.0007526
66, 0.73322, 1.3307, 0.57146, 1.0177, 0.82416, 0.73896, 0.7872, 0.60365, 0.72419, 0.65462, 0.61823, 0.20848, 0.86474, 1.191, 0.84377, 1.02, 0.0007328, 0.0007328, 0.0007328
67, 0.74786, 1.3492, 0.59063, 1.0141, 0.82931, 0.74297, 0.78431, 0.60946, 0.74987, 0.6747, 0.64862, 0.22305, 0.86409, 1.1548, 0.85154, 0.99584, 0.000713, 0.000713, 0.000713
68, 0.71655, 1.3181, 0.56073, 1.0119, 0.83612, 0.75812, 0.78048, 0.6122, 0.76004, 0.69076, 0.64421, 0.20711, 0.84373, 1.1748, 0.82352, 1.017, 0.0006932, 0.0006932, 0.0006932
69, 0.72914, 1.3336, 0.56751, 1.0045, 0.79331, 0.75502, 0.77893, 0.60383, 0.74301, 0.6747, 0.63731, 0.20354, 0.87251, 1.1877, 0.86526, 1.0177, 0.0006734, 0.0006734, 0.0006734
70, 0.70798, 1.3281, 0.55987, 1.0036, 0.80849, 0.73092, 0.76301, 0.59547, 0.6964, 0.71888, 0.62913, 0.19965, 0.87413, 1.1945, 0.84505, 1.0223, 0.0006536, 0.0006536, 0.0006536
71, 0.7145, 1.3235, 0.5482, 0.9995, 0.80273, 0.7751, 0.77079, 0.59849, 0.72786, 0.70281, 0.64425, 0.20558, 0.88824, 1.1726, 0.8552, 1.0139, 0.0006338, 0.0006338, 0.0006338
72, 0.72361, 1.3374, 0.54797, 1.0059, 0.80582, 0.7833, 0.80012, 0.62644, 0.75831, 0.70281, 0.6669, 0.22105, 0.85254, 1.1756, 0.83206, 0.99494, 0.000614, 0.000614, 0.000614
73, 0.70272, 1.3198, 0.53761, 0.99773, 0.83622, 0.73817, 0.77116, 0.5974, 0.76327, 0.6747, 0.65009, 0.21295, 0.85562, 1.1703, 0.83687, 1.0011, 0.0005942, 0.0005942, 0.0005942
74, 0.69334, 1.3037, 0.53865, 0.99404, 0.79699, 0.79116, 0.78464, 0.59869, 0.79389, 0.68062, 0.67081, 0.20817, 0.86645, 1.1841, 0.82652, 1.0038, 0.0005744, 0.0005744, 0.0005744
75, 0.7024, 1.3025, 0.53682, 0.99612, 0.81614, 0.76655, 0.78463, 0.60281, 0.7498, 0.66196, 0.63384, 0.21229, 0.85164, 1.1704, 0.83782, 1.0096, 0.0005546, 0.0005546, 0.0005546
76, 0.70319, 1.315, 0.53727, 0.99288, 0.81283, 0.78485, 0.7864, 0.60327, 0.74124, 0.69076, 0.63941, 0.20292, 0.87912, 1.1981, 0.84733, 1.029, 0.0005348, 0.0005348, 0.0005348
77, 0.69762, 1.3012, 0.53533, 0.99717, 0.82085, 0.73494, 0.78206, 0.61984, 0.75417, 0.6747, 0.66192, 0.21173, 0.85243, 1.1765, 0.85059, 1.0002, 0.000515, 0.000515, 0.000515
78, 0.67557, 1.2673, 0.51584, 0.9908, 0.80986, 0.76305, 0.76993, 0.59459, 0.73897, 0.64805, 0.61473, 0.21213, 0.86768, 1.2012, 0.83863, 1.0193, 0.0004952, 0.0004952, 0.0004952
79, 0.68035, 1.301, 0.50853, 0.98447, 0.86191, 0.73896, 0.79386, 0.61263, 0.78922, 0.67068, 0.66836, 0.21127, 0.86658, 1.1743, 0.80673, 1.0169, 0.0004754, 0.0004754, 0.0004754
80, 0.6863, 1.2916, 0.51902, 0.98874, 0.84891, 0.72289, 0.77327, 0.59831, 0.76437, 0.64659, 0.64586, 0.21945, 0.83833, 1.1646, 0.84933, 0.99719, 0.0004556, 0.0004556, 0.0004556
81, 0.68277, 1.2954, 0.51253, 0.98747, 0.85925, 0.71102, 0.78463, 0.61975, 0.76241, 0.6315, 0.62099, 0.21401, 0.8304, 1.1848, 0.83704, 1.0025, 0.0004358, 0.0004358, 0.0004358
82, 0.68406, 1.3121, 0.5114, 0.98042, 0.82668, 0.74707, 0.78079, 0.60243, 0.74476, 0.65863, 0.63096, 0.2125, 0.85385, 1.1759, 0.83622, 1.0196, 0.000416, 0.000416, 0.000416
83, 0.67485, 1.2711, 0.49088, 0.98648, 0.85411, 0.72691, 0.77342, 0.58739, 0.78452, 0.66265, 0.6564, 0.20832, 0.85397, 1.1871, 0.83434, 1.0178, 0.0003962, 0.0003962, 0.0003962
84, 0.67004, 1.2856, 0.49814, 0.97957, 0.86824, 0.74103, 0.77759, 0.60059, 0.72548, 0.72289, 0.66058, 0.21529, 0.88147, 1.1632, 0.80376, 1.0454, 0.0003764, 0.0003764, 0.0003764
85, 0.66181, 1.2706, 0.4894, 0.97571, 0.83106, 0.75071, 0.78645, 0.61075, 0.75084, 0.67773, 0.66239, 0.21077, 0.86139, 1.1746, 0.81608, 1.0187, 0.0003566, 0.0003566, 0.0003566
86, 0.66546, 1.2844, 0.49307, 0.98067, 0.78734, 0.78807, 0.77057, 0.60672, 0.75905, 0.70281, 0.66783, 0.218, 0.84123, 1.1874, 0.83093, 0.997, 0.0003368, 0.0003368, 0.0003368
87, 0.67106, 1.2777, 0.48743, 0.98287, 0.82654, 0.74699, 0.76612, 0.59991, 0.70148, 0.67949, 0.62499, 0.21089, 0.86157, 1.185, 0.85975, 1.0088, 0.000317, 0.000317, 0.000317
88, 0.67191, 1.2806, 0.47683, 0.98171, 0.82796, 0.73445, 0.75463, 0.57675, 0.75561, 0.66265, 0.62191, 0.20418, 0.86972, 1.1885, 0.86725, 1.0237, 0.0002972, 0.0002972, 0.0002972
89, 0.66259, 1.2669, 0.47487, 0.97813, 0.80341, 0.75499, 0.76472, 0.59452, 0.76482, 0.66667, 0.63957, 0.20774, 0.84186, 1.1789, 0.8256, 1.0132, 0.0002774, 0.0002774, 0.0002774
90, 0.66175, 1.2695, 0.46532, 0.97652, 0.83246, 0.73494, 0.74942, 0.57759, 0.73842, 0.65462, 0.61274, 0.19855, 0.86536, 1.1768, 0.84229, 1.0239, 0.0002576, 0.0002576, 0.0002576
91, 0.52284, 0.94786, 0.43197, 0.97102, 0.85343, 0.71888, 0.76971, 0.60195, 0.7429, 0.6747, 0.63422, 0.20264, 0.82562, 1.1867, 0.81977, 1.0031, 0.0002378, 0.0002378, 0.0002378
92, 0.51353, 0.93181, 0.41093, 0.96753, 0.815, 0.76077, 0.76768, 0.59661, 0.73842, 0.68023, 0.63002, 0.21225, 0.82659, 1.1929, 0.81582, 0.99929, 0.000218, 0.000218, 0.000218
93, 0.50864, 0.92738, 0.40537, 0.96706, 0.84158, 0.75502, 0.75363, 0.5878, 0.76234, 0.68277, 0.64214, 0.20303, 0.84385, 1.1905, 0.83186, 1.01, 0.0001982, 0.0001982, 0.0001982
94, 0.50475, 0.91999, 0.39476, 0.95856, 0.84953, 0.72691, 0.74366, 0.56856, 0.77663, 0.67871, 0.65364, 0.207, 0.84566, 1.2111, 0.84458, 1.0139, 0.0001784, 0.0001784, 0.0001784
95, 0.48832, 0.91791, 0.38602, 0.95083, 0.83469, 0.73896, 0.7485, 0.59051, 0.75362, 0.66667, 0.6394, 0.20791, 0.83353, 1.2099, 0.82002, 1.0087, 0.0001586, 0.0001586, 0.0001586
96, 0.49146, 0.91526, 0.38063, 0.95317, 0.84132, 0.72289, 0.75756, 0.58403, 0.76293, 0.64659, 0.63272, 0.2081, 0.83592, 1.2073, 0.82502, 1.027, 0.0001388, 0.0001388, 0.0001388
97, 0.48252, 0.90671, 0.36997, 0.95102, 0.84349, 0.74297, 0.7693, 0.59476, 0.75552, 0.6702, 0.64644, 0.20542, 0.8315, 1.2121, 0.8219, 1.0111, 0.000119, 0.000119, 0.000119
98, 0.47364, 0.90523, 0.36276, 0.94951, 0.83339, 0.71888, 0.7567, 0.58394, 0.75488, 0.64314, 0.63349, 0.20182, 0.83025, 1.2151, 0.84659, 1.0154, 9.92e-05, 9.92e-05, 9.92e-05
99, 0.47061, 0.9005, 0.36368, 0.94353, 0.83182, 0.71507, 0.75204, 0.58637, 0.75422, 0.63454, 0.61978, 0.19859, 0.83952, 1.2158, 0.82041, 1.0226, 7.94e-05, 7.94e-05, 7.94e-05
100, 0.46785, 0.90321, 0.35757, 0.94214, 0.84464, 0.71888, 0.76214, 0.58825, 0.7684, 0.6529, 0.65452, 0.20609, 0.84411, 1.2199, 0.83698, 1.0358, 5.96e-05, 5.96e-05, 5.96e-05