diff --git "a/results.csv" "b/results.csv" --- "a/results.csv" +++ "b/results.csv" @@ -1,401 +1,2 @@ - epoch, train/box_loss, train/obj_loss, train/cls_loss, metrics/precision, metrics/recall, metrics/mAP_0.5,metrics/mAP_0.5:0.95, val/box_loss, val/obj_loss, val/cls_loss, x/lr0, x/lr1, x/lr2 - 0, 0.11286, 0.02071, 0.045541, 0.0032738, 0.13564, 0.0030798, 0.0014375, 0.10783, 0.013988, 0.043469, 0.0883, 0.0013, 0.0013 - 1, 0.11022, 0.021663, 0.044395, 0.0034999, 0.13861, 0.0035436, 0.0015207, 0.10627, 0.014419, 0.04325, 0.075693, 0.0026933, 0.0026933 - 2, 0.10819, 0.022084, 0.044055, 0.0038485, 0.15818, 0.0036533, 0.0014444, 0.1047, 0.014845, 0.043011, 0.06308, 0.0040797, 0.0040797 - 3, 0.10505, 0.022065, 0.043102, 0.0030483, 0.16973, 0.0032312, 0.0012024, 0.10366, 0.015178, 0.04278, 0.050459, 0.0054592, 0.0054592 - 4, 0.10389, 0.023074, 0.04245, 0.0017795, 0.20544, 0.0034863, 0.0011904, 0.10308, 0.015395, 0.042517, 0.037832, 0.0068317, 0.0068317 - 5, 0.10232, 0.025636, 0.041887, 0.0018812, 0.21735, 0.0036161, 0.0010151, 0.10243, 0.0156, 0.041888, 0.025197, 0.0081973, 0.0081973 - 6, 0.10201, 0.026073, 0.041306, 0.0018789, 0.21735, 0.0032805, 0.0009662, 0.10202, 0.015696, 0.041302, 0.012556, 0.009556, 0.009556 - 7, 0.1017, 0.024927, 0.040847, 0.0022257, 0.24629, 0.004022, 0.0011773, 0.10168, 0.015739, 0.040555, 0.0098268, 0.0098268, 0.0098268 - 8, 0.1011, 0.027863, 0.039966, 0.002057, 0.22906, 0.0038897, 0.0011468, 0.1033, 0.015214, 0.040985, 0.0098268, 0.0098268, 0.0098268 - 9, 0.1012, 0.025198, 0.039214, 0.0020523, 0.20949, 0.0036098, 0.00113, 0.10293, 0.014961, 0.043246, 0.009802, 0.009802, 0.009802 - 10, 0.099429, 0.024807, 0.038963, 0.0019302, 0.18965, 0.0035209, 0.0010026, 0.10202, 0.015067, 0.042822, 0.0097773, 0.0097773, 0.0097773 - 11, 0.099312, 0.026162, 0.038271, 0.0019183, 0.19461, 0.0037074, 0.00089152, 0.10379, 0.014853, 0.044958, 0.0097525, 0.0097525, 0.0097525 - 12, 0.099319, 0.025052, 0.037718, 0.0019354, 0.18839, 0.0027437, 0.00075816, 0.1046, 0.01476, 0.044733, 0.0097278, 0.0097278, 0.0097278 - 13, 0.098424, 0.025655, 0.037887, 0.0017648, 0.17541, 0.0031233, 0.00083165, 0.10244, 0.015072, 0.042517, 0.009703, 0.009703, 0.009703 - 14, 0.09838, 0.023593, 0.03658, 0.0018476, 0.19371, 0.0030941, 0.00087821, 0.10149, 0.015236, 0.041565, 0.0096783, 0.0096783, 0.0096783 - 15, 0.096633, 0.024324, 0.036762, 0.0022818, 0.23438, 0.0034457, 0.00097425, 0.10056, 0.015356, 0.041095, 0.0096535, 0.0096535, 0.0096535 - 16, 0.097587, 0.024978, 0.036535, 0.0021795, 0.2305, 0.0035784, 0.001019, 0.10018, 0.015539, 0.039157, 0.0096288, 0.0096288, 0.0096288 - 17, 0.096095, 0.026749, 0.035603, 0.0021175, 0.22518, 0.0035089, 0.00097942, 0.10018, 0.015503, 0.037109, 0.009604, 0.009604, 0.009604 - 18, 0.097079, 0.024704, 0.035607, 0.0019883, 0.21986, 0.0033143, 0.00093484, 0.099784, 0.015471, 0.036255, 0.0095793, 0.0095793, 0.0095793 - 19, 0.095244, 0.02663, 0.035589, 0.0023002, 0.25034, 0.0031817, 0.00090301, 0.099035, 0.015499, 0.035501, 0.0095545, 0.0095545, 0.0095545 - 20, 0.095645, 0.024525, 0.034945, 0.0025627, 0.26423, 0.0036483, 0.0009721, 0.09835, 0.015491, 0.035358, 0.0095298, 0.0095298, 0.0095298 - 21, 0.094562, 0.025819, 0.03395, 0.0023827, 0.25566, 0.0040851, 0.0010788, 0.098282, 0.015455, 0.035022, 0.009505, 0.009505, 0.009505 - 22, 0.095191, 0.024973, 0.034685, 0.50403, 0.077381, 0.00378, 0.00095796, 0.097838, 0.015471, 0.034848, 0.0094803, 0.0094803, 0.0094803 - 23, 0.094769, 0.025109, 0.03521, 0.50438, 0.074405, 0.0044597, 0.0013782, 0.097209, 0.015566, 0.034677, 0.0094555, 0.0094555, 0.0094555 - 24, 0.094177, 0.024279, 0.033109, 0.50391, 0.071429, 0.0041797, 0.001189, 0.096883, 0.015572, 0.034518, 0.0094307, 0.0094307, 0.0094307 - 25, 0.093183, 0.025353, 0.033874, 0.50498, 0.098024, 0.004114, 0.0011489, 0.096958, 0.015583, 0.034454, 0.009406, 0.009406, 0.009406 - 26, 0.093043, 0.024198, 0.034511, 0.0023176, 0.25133, 0.0051024, 0.0014782, 0.09683, 0.015553, 0.034311, 0.0093813, 0.0093813, 0.0093813 - 27, 0.092908, 0.023731, 0.03427, 0.50252, 0.10993, 0.003631, 0.0011867, 0.096543, 0.015566, 0.034329, 0.0093565, 0.0093565, 0.0093565 - 28, 0.09312, 0.024222, 0.034165, 0.0026657, 0.26197, 0.0033156, 0.0010304, 0.096861, 0.015587, 0.034586, 0.0093317, 0.0093317, 0.0093317 - 29, 0.093603, 0.024992, 0.033118, 0.51029, 0.011272, 0.004269, 0.0011418, 0.096488, 0.015671, 0.034457, 0.009307, 0.009307, 0.009307 - 30, 0.092086, 0.023401, 0.033419, 0.50717, 0.0059524, 0.0040525, 0.0011985, 0.097036, 0.015657, 0.034174, 0.0092823, 0.0092823, 0.0092823 - 31, 0.092134, 0.022369, 0.033084, 0.0034615, 0.28225, 0.0072202, 0.0020069, 0.095789, 0.015788, 0.033957, 0.0092575, 0.0092575, 0.0092575 - 32, 0.091153, 0.022463, 0.033391, 0.0045929, 0.30777, 0.013442, 0.0038869, 0.094317, 0.016124, 0.033972, 0.0092327, 0.0092327, 0.0092327 - 33, 0.091397, 0.024869, 0.035509, 0.50222, 0.24094, 0.014358, 0.0051539, 0.092857, 0.016536, 0.034152, 0.009208, 0.009208, 0.009208 - 34, 0.092157, 0.023459, 0.034803, 0.25213, 0.18269, 0.0082305, 0.0023375, 0.096062, 0.016377, 0.033972, 0.0091833, 0.0091833, 0.0091833 - 35, 0.090474, 0.023247, 0.033613, 0.50388, 0.17395, 0.017171, 0.0046649, 0.092218, 0.01628, 0.033688, 0.0091585, 0.0091585, 0.0091585 - 36, 0.090694, 0.021996, 0.032425, 0.50665, 0.17332, 0.011338, 0.0028976, 0.092239, 0.016199, 0.033743, 0.0091337, 0.0091337, 0.0091337 - 37, 0.088626, 0.02379, 0.032551, 0.51943, 0.044643, 0.012571, 0.0040462, 0.089968, 0.016362, 0.033313, 0.009109, 0.009109, 0.009109 - 38, 0.088453, 0.023471, 0.032816, 0.53076, 0.049962, 0.01214, 0.0030054, 0.090517, 0.016071, 0.032977, 0.0090843, 0.0090843, 0.0090843 - 39, 0.088452, 0.023077, 0.034294, 0.77012, 0.065476, 0.016238, 0.0051127, 0.089317, 0.016688, 0.032407, 0.0090595, 0.0090595, 0.0090595 - 40, 0.088712, 0.024678, 0.031714, 0.78382, 0.058205, 0.020658, 0.0065751, 0.090193, 0.018068, 0.032397, 0.0090347, 0.0090347, 0.0090347 - 41, 0.087559, 0.02379, 0.03191, 0.79465, 0.03869, 0.018729, 0.0095931, 0.10261, 0.037634, 0.04028, 0.00901, 0.00901, 0.00901 - 42, 0.087742, 0.023533, 0.032571, 0.80949, 0.044643, 0.030855, 0.0093837, 0.08794, 0.016148, 0.031815, 0.0089853, 0.0089853, 0.0089853 - 43, 0.087227, 0.023133, 0.031921, 0.83899, 0.029762, 0.033583, 0.018174, 0.095366, 0.022131, 0.03443, 0.0089605, 0.0089605, 0.0089605 - 44, 0.085402, 0.024793, 0.031468, 0.84253, 0.041667, 0.042565, 0.015334, 0.08721, 0.016498, 0.0311, 0.0089358, 0.0089358, 0.0089358 - 45, 0.085419, 0.02357, 0.031251, 0.80959, 0.050595, 0.037105, 0.015279, 0.090696, 0.021143, 0.031738, 0.008911, 0.008911, 0.008911 - 46, 0.08295, 0.023949, 0.030773, 0.79689, 0.032738, 0.021062, 0.012843, 0.10118, 0.030796, 0.038089, 0.0088863, 0.0088863, 0.0088863 - 47, 0.086276, 0.02375, 0.032036, 0.81207, 0.032738, 0.02699, 0.014505, 0.097068, 0.019087, 0.032074, 0.0088615, 0.0088615, 0.0088615 - 48, 0.08481, 0.024531, 0.03144, 0.86909, 0.040639, 0.051962, 0.021443, 0.089692, 0.01687, 0.031525, 0.0088368, 0.0088368, 0.0088368 - 49, 0.083265, 0.02357, 0.029997, 0.82159, 0.038228, 0.037775, 0.016982, 0.092361, 0.019226, 0.036227, 0.008812, 0.008812, 0.008812 - 50, 0.085218, 0.023931, 0.030366, 0.79626, 0.035714, 0.029662, 0.013736, 0.095944, 0.020996, 0.041202, 0.0087872, 0.0087872, 0.0087872 - 51, 0.083476, 0.023634, 0.028398, 0.59845, 0.096315, 0.056823, 0.023706, 0.089092, 0.019157, 0.028534, 0.0087625, 0.0087625, 0.0087625 - 52, 0.083589, 0.023144, 0.029625, 0.56953, 0.086753, 0.039956, 0.0093892, 0.087561, 0.016671, 0.02955, 0.0087378, 0.0087378, 0.0087378 - 53, 0.082726, 0.02251, 0.028604, 0.64266, 0.082281, 0.030358, 0.010276, 0.093441, 0.02347, 0.034875, 0.008713, 0.008713, 0.008713 - 54, 0.080857, 0.023845, 0.029675, 0.77658, 0.035714, 0.013778, 0.0063221, 0.10137, 0.025175, 0.038464, 0.0086882, 0.0086882, 0.0086882 - 55, 0.080888, 0.023441, 0.028381, 0.5995, 0.1093, 0.06566, 0.023735, 0.088169, 0.017568, 0.029187, 0.0086635, 0.0086635, 0.0086635 - 56, 0.082171, 0.022858, 0.028715, 0.58961, 0.11018, 0.064328, 0.019378, 0.089007, 0.016814, 0.028781, 0.0086388, 0.0086388, 0.0086388 - 57, 0.081911, 0.023562, 0.028563, 0.59478, 0.050405, 0.033698, 0.0098752, 0.091627, 0.015306, 0.028036, 0.008614, 0.008614, 0.008614 - 58, 0.081294, 0.022551, 0.026458, 0.61, 0.078901, 0.078123, 0.022805, 0.086796, 0.01567, 0.026851, 0.0085893, 0.0085893, 0.0085893 - 59, 0.080021, 0.02424, 0.027746, 0.558, 0.12354, 0.043264, 0.026613, 0.1032, 0.026625, 0.03457, 0.0085645, 0.0085645, 0.0085645 - 60, 0.080102, 0.023253, 0.025592, 0.61262, 0.11145, 0.061404, 0.022266, 0.08713, 0.020174, 0.031641, 0.0085398, 0.0085398, 0.0085398 - 61, 0.078648, 0.023401, 0.025039, 0.78206, 0.032738, 0.010266, 0.0049924, 0.10504, 0.026606, 0.041425, 0.008515, 0.008515, 0.008515 - 62, 0.080167, 0.023314, 0.025695, 0.79358, 0.026786, 0.02381, 0.0093657, 0.10417, 0.02615, 0.040057, 0.0084903, 0.0084903, 0.0084903 - 63, 0.080225, 0.022884, 0.026984, 0.81124, 0.026786, 0.022665, 0.010967, 0.10743, 0.030418, 0.042673, 0.0084655, 0.0084655, 0.0084655 - 64, 0.076992, 0.024164, 0.024103, 0.81498, 0.029762, 0.030686, 0.017053, 0.10875, 0.030895, 0.041525, 0.0084408, 0.0084408, 0.0084408 - 65, 0.077263, 0.023542, 0.025237, 0.69753, 0.033815, 0.040985, 0.014345, 0.099229, 0.026163, 0.031378, 0.008416, 0.008416, 0.008416 - 66, 0.077632, 0.022266, 0.023348, 0.60713, 0.10676, 0.060119, 0.024905, 0.087548, 0.022274, 0.025743, 0.0083913, 0.0083913, 0.0083913 - 67, 0.078307, 0.02297, 0.023617, 0.58977, 0.082652, 0.049917, 0.022627, 0.092509, 0.021196, 0.02916, 0.0083665, 0.0083665, 0.0083665 - 68, 0.077406, 0.02432, 0.025499, 0.705, 0.08612, 0.087303, 0.039154, 0.090552, 0.020075, 0.029657, 0.0083418, 0.0083418, 0.0083418 - 69, 0.076891, 0.023241, 0.024264, 0.79743, 0.029762, 0.03402, 0.02059, 0.10886, 0.030151, 0.051352, 0.008317, 0.008317, 0.008317 - 70, 0.077825, 0.023364, 0.024078, 0.85006, 0.029762, 0.0326, 0.016348, 0.10264, 0.021769, 0.043475, 0.0082922, 0.0082922, 0.0082922 - 71, 0.077978, 0.024192, 0.025822, 0.50899, 0.048062, 0.0041173, 0.001382, 0.10217, 0.039728, 0.070312, 0.0082675, 0.0082675, 0.0082675 - 72, 0.077608, 0.023438, 0.023822, 0.54814, 0.070162, 0.014864, 0.0075706, 0.10052, 0.028824, 0.041229, 0.0082428, 0.0082428, 0.0082428 - 73, 0.075972, 0.023017, 0.024962, 0.82455, 0.029762, 0.037867, 0.019216, 0.097907, 0.032001, 0.043842, 0.008218, 0.008218, 0.008218 - 74, 0.077027, 0.022663, 0.024828, 0.83289, 0.029762, 0.038433, 0.017952, 0.097184, 0.025749, 0.04021, 0.0081932, 0.0081932, 0.0081932 - 75, 0.075902, 0.022693, 0.023588, 0.65227, 0.11466, 0.091542, 0.029185, 0.085553, 0.015406, 0.043219, 0.0081685, 0.0081685, 0.0081685 - 76, 0.076203, 0.023142, 0.023171, 0.71283, 0.10239, 0.10421, 0.029175, 0.082961, 0.015285, 0.027612, 0.0081437, 0.0081437, 0.0081437 - 77, 0.074739, 0.022851, 0.02417, 0.63154, 0.11443, 0.079992, 0.02321, 0.083857, 0.01496, 0.024861, 0.008119, 0.008119, 0.008119 - 78, 0.077072, 0.022046, 0.024217, 0.66081, 0.081877, 0.074829, 0.027716, 0.087257, 0.016712, 0.027573, 0.0080942, 0.0080942, 0.0080942 - 79, 0.076268, 0.022414, 0.024755, 0.61901, 0.11253, 0.086403, 0.021753, 0.084164, 0.015352, 0.025688, 0.0080695, 0.0080695, 0.0080695 - 80, 0.07595, 0.022358, 0.023524, 0.63301, 0.095935, 0.078065, 0.021699, 0.087319, 0.01407, 0.035794, 0.0080447, 0.0080447, 0.0080447 - 81, 0.07427, 0.023712, 0.024021, 0.63165, 0.06231, 0.049309, 0.02011, 0.096192, 0.014591, 0.033713, 0.00802, 0.00802, 0.00802 - 82, 0.073941, 0.022385, 0.024297, 0.6475, 0.12975, 0.10231, 0.036653, 0.080805, 0.015203, 0.024979, 0.0079953, 0.0079953, 0.0079953 - 83, 0.073509, 0.021502, 0.023317, 0.67288, 0.18528, 0.14906, 0.046486, 0.076818, 0.016144, 0.022296, 0.0079705, 0.0079705, 0.0079705 - 84, 0.074575, 0.023273, 0.022565, 0.61041, 0.065919, 0.032552, 0.011473, 0.097874, 0.024822, 0.031757, 0.0079457, 0.0079457, 0.0079457 - 85, 0.073788, 0.022606, 0.022199, 0.7043, 0.078457, 0.076582, 0.034557, 0.091789, 0.019205, 0.029907, 0.007921, 0.007921, 0.007921 - 86, 0.072069, 0.022266, 0.021773, 0.67683, 0.1723, 0.15919, 0.052285, 0.077711, 0.015166, 0.028151, 0.0078963, 0.0078963, 0.0078963 - 87, 0.072367, 0.023046, 0.022848, 0.63723, 0.083143, 0.055205, 0.020938, 0.095383, 0.021246, 0.033426, 0.0078715, 0.0078715, 0.0078715 - 88, 0.073095, 0.022473, 0.020059, 0.65415, 0.14102, 0.12514, 0.045269, 0.08469, 0.017048, 0.022665, 0.0078467, 0.0078467, 0.0078467 - 89, 0.072758, 0.022198, 0.022784, 0.66032, 0.14507, 0.11678, 0.040613, 0.079481, 0.014847, 0.022375, 0.007822, 0.007822, 0.007822 - 90, 0.070893, 0.022216, 0.020234, 0.62196, 0.151, 0.12714, 0.042189, 0.07925, 0.014623, 0.02411, 0.0077973, 0.0077973, 0.0077973 - 91, 0.070621, 0.021364, 0.020704, 0.51028, 0.046163, 0.0037654, 0.0011308, 0.10758, 0.034809, 0.097174, 0.0077725, 0.0077725, 0.0077725 - 92, 0.072192, 0.021601, 0.020548, 0.56464, 0.13019, 0.051427, 0.017324, 0.085428, 0.016377, 0.038348, 0.0077478, 0.0077478, 0.0077478 - 93, 0.071864, 0.022736, 0.019461, 0.63282, 0.14976, 0.12494, 0.03694, 0.078724, 0.014278, 0.024173, 0.007723, 0.007723, 0.007723 - 94, 0.072709, 0.022574, 0.022283, 0.7218, 0.15653, 0.16032, 0.063649, 0.07585, 0.015148, 0.021542, 0.0076983, 0.0076983, 0.0076983 - 95, 0.071549, 0.023078, 0.021394, 0.51192, 0.044453, 0.0054004, 0.001953, 0.096164, 0.02552, 0.064728, 0.0076735, 0.0076735, 0.0076735 - 96, 0.071357, 0.02214, 0.022932, 0.73132, 0.14634, 0.15614, 0.045728, 0.075773, 0.016402, 0.022054, 0.0076488, 0.0076488, 0.0076488 - 97, 0.070024, 0.022125, 0.019963, 0.67842, 0.13823, 0.12188, 0.037364, 0.080637, 0.017477, 0.02739, 0.007624, 0.007624, 0.007624 - 98, 0.072692, 0.022329, 0.021443, 0.69462, 0.11468, 0.12257, 0.041956, 0.08455, 0.015803, 0.027176, 0.0075993, 0.0075993, 0.0075993 - 99, 0.071719, 0.0227, 0.022124, 0.69794, 0.16546, 0.14924, 0.050384, 0.078302, 0.016232, 0.02296, 0.0075745, 0.0075745, 0.0075745 - 100, 0.071508, 0.024041, 0.021856, 0.67833, 0.16673, 0.15346, 0.058273, 0.076319, 0.017217, 0.023842, 0.0075498, 0.0075498, 0.0075498 - 101, 0.070025, 0.022142, 0.019579, 0.63114, 0.10018, 0.078854, 0.027981, 0.084446, 0.016316, 0.03335, 0.007525, 0.007525, 0.007525 - 102, 0.069507, 0.021922, 0.021045, 0.6438, 0.10974, 0.077767, 0.029257, 0.091083, 0.019217, 0.025644, 0.0075003, 0.0075003, 0.0075003 - 103, 0.068304, 0.021831, 0.020447, 0.8419, 0.14697, 0.17939, 0.070722, 0.080535, 0.017726, 0.022014, 0.0074755, 0.0074755, 0.0074755 - 104, 0.07161, 0.022758, 0.021104, 0.53249, 0.16093, 0.1718, 0.068074, 0.07873, 0.01572, 0.02478, 0.0074507, 0.0074507, 0.0074507 - 105, 0.068352, 0.021688, 0.021239, 0.4268, 0.16762, 0.12418, 0.042072, 0.079534, 0.01685, 0.02504, 0.007426, 0.007426, 0.007426 - 106, 0.068465, 0.02098, 0.020137, 0.42529, 0.12677, 0.1094, 0.034056, 0.079987, 0.016748, 0.031003, 0.0074013, 0.0074013, 0.0074013 - 107, 0.068817, 0.022098, 0.020761, 0.74168, 0.18484, 0.15827, 0.053466, 0.073912, 0.014483, 0.021796, 0.0073765, 0.0073765, 0.0073765 - 108, 0.069018, 0.022714, 0.019518, 0.788, 0.154, 0.17996, 0.057026, 0.071912, 0.015233, 0.021722, 0.0073517, 0.0073517, 0.0073517 - 109, 0.069981, 0.022237, 0.018925, 0.46978, 0.19738, 0.16628, 0.060138, 0.076388, 0.016403, 0.020958, 0.007327, 0.007327, 0.007327 - 110, 0.069058, 0.021744, 0.019017, 0.45846, 0.18421, 0.16612, 0.055823, 0.074858, 0.018098, 0.025012, 0.0073023, 0.0073023, 0.0073023 - 111, 0.068385, 0.023016, 0.018226, 0.72305, 0.17825, 0.16605, 0.061661, 0.071892, 0.0152, 0.023602, 0.0072775, 0.0072775, 0.0072775 - 112, 0.067887, 0.02233, 0.019174, 0.35971, 0.10315, 0.068456, 0.033204, 0.091343, 0.016993, 0.026665, 0.0072527, 0.0072527, 0.0072527 - 113, 0.068798, 0.020896, 0.020175, 0.70085, 0.13444, 0.129, 0.046401, 0.077063, 0.016062, 0.023561, 0.007228, 0.007228, 0.007228 - 114, 0.068519, 0.02302, 0.018616, 0.74307, 0.18313, 0.21991, 0.068138, 0.073086, 0.015185, 0.020311, 0.0072033, 0.0072033, 0.0072033 - 115, 0.068245, 0.022234, 0.01784, 0.72895, 0.1834, 0.21366, 0.070894, 0.07144, 0.015483, 0.024995, 0.0071785, 0.0071785, 0.0071785 - 116, 0.065893, 0.020841, 0.01959, 0.62691, 0.099101, 0.055491, 0.018049, 0.089659, 0.017279, 0.032208, 0.0071538, 0.0071538, 0.0071538 - 117, 0.06737, 0.022191, 0.020293, 0.68455, 0.16957, 0.14216, 0.048557, 0.078453, 0.0157, 0.023459, 0.007129, 0.007129, 0.007129 - 118, 0.066604, 0.021365, 0.017653, 0.6844, 0.18547, 0.15394, 0.050682, 0.082579, 0.015228, 0.023177, 0.0071042, 0.0071042, 0.0071042 - 119, 0.068008, 0.022656, 0.020457, 0.4931, 0.046986, 0.039401, 0.016981, 0.099479, 0.021524, 0.041977, 0.0070795, 0.0070795, 0.0070795 - 120, 0.06845, 0.022686, 0.018935, 0.71048, 0.23474, 0.24575, 0.07598, 0.073464, 0.015545, 0.024742, 0.0070547, 0.0070547, 0.0070547 - 121, 0.065795, 0.021551, 0.017176, 0.51771, 0.26988, 0.21289, 0.074523, 0.074947, 0.016127, 0.021802, 0.00703, 0.00703, 0.00703 - 122, 0.067123, 0.022172, 0.01761, 0.50254, 0.19397, 0.16739, 0.055483, 0.075064, 0.015607, 0.025644, 0.0070053, 0.0070053, 0.0070053 - 123, 0.068268, 0.022388, 0.017901, 0.47993, 0.18294, 0.14311, 0.050813, 0.079041, 0.016035, 0.038477, 0.0069805, 0.0069805, 0.0069805 - 124, 0.067416, 0.021463, 0.018782, 0.53266, 0.073392, 0.01979, 0.0086888, 0.096443, 0.018156, 0.065948, 0.0069558, 0.0069558, 0.0069558 - 125, 0.065353, 0.022255, 0.019247, 0.41011, 0.2008, 0.18524, 0.061286, 0.071907, 0.014742, 0.024535, 0.006931, 0.006931, 0.006931 - 126, 0.068421, 0.021609, 0.017754, 0.51678, 0.18216, 0.17244, 0.065598, 0.075899, 0.01482, 0.019582, 0.0069063, 0.0069063, 0.0069063 - 127, 0.066349, 0.022035, 0.017975, 0.49472, 0.21346, 0.17331, 0.060783, 0.07446, 0.015129, 0.029633, 0.0068815, 0.0068815, 0.0068815 - 128, 0.065913, 0.021907, 0.017711, 0.45308, 0.28292, 0.18977, 0.068335, 0.071138, 0.014578, 0.022424, 0.0068568, 0.0068568, 0.0068568 - 129, 0.065798, 0.021717, 0.018167, 0.35142, 0.14441, 0.088155, 0.0341, 0.088712, 0.01677, 0.028168, 0.006832, 0.006832, 0.006832 - 130, 0.066606, 0.022382, 0.018427, 0.74494, 0.11677, 0.11962, 0.048159, 0.083255, 0.015591, 0.023407, 0.0068073, 0.0068073, 0.0068073 - 131, 0.063576, 0.019733, 0.015565, 0.46607, 0.2126, 0.18375, 0.071816, 0.072357, 0.014811, 0.02482, 0.0067825, 0.0067825, 0.0067825 - 132, 0.065977, 0.02149, 0.017122, 0.48203, 0.20441, 0.20258, 0.077247, 0.077511, 0.014543, 0.020367, 0.0067577, 0.0067577, 0.0067577 - 133, 0.06597, 0.02189, 0.018339, 0.39776, 0.08612, 0.057326, 0.017957, 0.088978, 0.017282, 0.043692, 0.006733, 0.006733, 0.006733 - 134, 0.064467, 0.022465, 0.016499, 0.41792, 0.23056, 0.1765, 0.05949, 0.071535, 0.015308, 0.025714, 0.0067082, 0.0067082, 0.0067082 - 135, 0.064614, 0.020846, 0.01714, 0.61159, 0.22732, 0.24491, 0.080154, 0.071787, 0.015606, 0.020284, 0.0066835, 0.0066835, 0.0066835 - 136, 0.063966, 0.021324, 0.01673, 0.50387, 0.13401, 0.16267, 0.060394, 0.081996, 0.017607, 0.024637, 0.0066587, 0.0066587, 0.0066587 - 137, 0.063935, 0.020935, 0.016374, 0.48241, 0.2027, 0.1941, 0.076937, 0.081436, 0.016661, 0.021181, 0.006634, 0.006634, 0.006634 - 138, 0.064059, 0.021729, 0.015627, 0.5871, 0.21988, 0.21423, 0.081009, 0.072257, 0.014711, 0.01868, 0.0066092, 0.0066092, 0.0066092 - 139, 0.06379, 0.022223, 0.016284, 0.50464, 0.27457, 0.21832, 0.074456, 0.072528, 0.015573, 0.018005, 0.0065845, 0.0065845, 0.0065845 - 140, 0.065414, 0.021274, 0.014911, 0.47669, 0.21802, 0.20436, 0.079497, 0.074304, 0.015798, 0.019933, 0.0065598, 0.0065598, 0.0065598 - 141, 0.065751, 0.021488, 0.017614, 0.43892, 0.22648, 0.16945, 0.061624, 0.07507, 0.014816, 0.023338, 0.006535, 0.006535, 0.006535 - 142, 0.063394, 0.020809, 0.014414, 0.41008, 0.20489, 0.12732, 0.048358, 0.082737, 0.017355, 0.029715, 0.0065102, 0.0065102, 0.0065102 - 143, 0.063396, 0.020122, 0.014735, 0.51484, 0.23309, 0.22412, 0.072343, 0.07099, 0.015021, 0.022472, 0.0064855, 0.0064855, 0.0064855 - 144, 0.062751, 0.020959, 0.014446, 0.35286, 0.17844, 0.11354, 0.041949, 0.079759, 0.016954, 0.033099, 0.0064608, 0.0064608, 0.0064608 - 145, 0.064698, 0.02295, 0.015858, 0.49872, 0.29414, 0.25252, 0.082338, 0.071805, 0.015451, 0.020178, 0.006436, 0.006436, 0.006436 - 146, 0.064855, 0.022352, 0.01566, 0.68973, 0.25145, 0.29319, 0.096328, 0.068371, 0.014315, 0.017592, 0.0064112, 0.0064112, 0.0064112 - 147, 0.062716, 0.020432, 0.015349, 0.55912, 0.31668, 0.28146, 0.11091, 0.069483, 0.014628, 0.016353, 0.0063865, 0.0063865, 0.0063865 - 148, 0.065146, 0.022147, 0.016411, 0.3135, 0.33897, 0.26103, 0.087419, 0.068145, 0.014037, 0.019728, 0.0063618, 0.0063618, 0.0063618 - 149, 0.064198, 0.021142, 0.017092, 0.67892, 0.2046, 0.22537, 0.082625, 0.07745, 0.015903, 0.020863, 0.006337, 0.006337, 0.006337 - 150, 0.063905, 0.02086, 0.015689, 0.38803, 0.3115, 0.25335, 0.081921, 0.070937, 0.014379, 0.023514, 0.0063122, 0.0063122, 0.0063122 - 151, 0.062554, 0.019785, 0.015188, 0.41279, 0.25401, 0.22458, 0.082381, 0.075001, 0.015571, 0.02168, 0.0062875, 0.0062875, 0.0062875 - 152, 0.063484, 0.021105, 0.014288, 0.37669, 0.30758, 0.26188, 0.098063, 0.07334, 0.016587, 0.019463, 0.0062628, 0.0062628, 0.0062628 - 153, 0.062295, 0.01997, 0.015183, 0.56034, 0.2552, 0.23107, 0.072002, 0.071928, 0.014421, 0.030721, 0.006238, 0.006238, 0.006238 - 154, 0.063155, 0.021852, 0.013952, 0.4831, 0.32381, 0.3293, 0.12326, 0.065823, 0.01442, 0.017227, 0.0062132, 0.0062132, 0.0062132 - 155, 0.061371, 0.021853, 0.015015, 0.47771, 0.32363, 0.28422, 0.10405, 0.070499, 0.014376, 0.017006, 0.0061885, 0.0061885, 0.0061885 - 156, 0.061875, 0.020984, 0.014023, 0.55879, 0.18205, 0.16415, 0.060402, 0.083575, 0.016153, 0.022762, 0.0061637, 0.0061637, 0.0061637 - 157, 0.062449, 0.020609, 0.013509, 0.4525, 0.30235, 0.29324, 0.097294, 0.067643, 0.014534, 0.016977, 0.006139, 0.006139, 0.006139 - 158, 0.062908, 0.019949, 0.014764, 0.49709, 0.22651, 0.17563, 0.060084, 0.071823, 0.014288, 0.021024, 0.0061142, 0.0061142, 0.0061142 - 159, 0.062603, 0.021878, 0.013673, 0.55043, 0.27555, 0.26737, 0.1019, 0.070106, 0.015398, 0.017926, 0.0060895, 0.0060895, 0.0060895 - 160, 0.061815, 0.022575, 0.013823, 0.29745, 0.25528, 0.21894, 0.076265, 0.077727, 0.015018, 0.017137, 0.0060647, 0.0060647, 0.0060647 - 161, 0.061912, 0.020536, 0.014875, 0.40309, 0.2477, 0.23404, 0.086065, 0.075507, 0.014318, 0.017067, 0.00604, 0.00604, 0.00604 - 162, 0.060293, 0.021421, 0.01389, 0.48486, 0.25013, 0.23096, 0.083002, 0.069965, 0.014128, 0.021992, 0.0060152, 0.0060152, 0.0060152 - 163, 0.062968, 0.021744, 0.012806, 0.32228, 0.32696, 0.27754, 0.081307, 0.071427, 0.01409, 0.0187, 0.0059905, 0.0059905, 0.0059905 - 164, 0.062878, 0.021067, 0.013115, 0.64934, 0.25984, 0.29592, 0.10838, 0.070953, 0.015141, 0.020644, 0.0059658, 0.0059658, 0.0059658 - 165, 0.062388, 0.020753, 0.013798, 0.65137, 0.26051, 0.30101, 0.10232, 0.068519, 0.015244, 0.021489, 0.005941, 0.005941, 0.005941 - 166, 0.061296, 0.02055, 0.013614, 0.38838, 0.33696, 0.26356, 0.088926, 0.071234, 0.016165, 0.020576, 0.0059163, 0.0059163, 0.0059163 - 167, 0.061622, 0.0207, 0.014168, 0.4997, 0.22478, 0.21217, 0.075149, 0.074332, 0.016625, 0.026605, 0.0058915, 0.0058915, 0.0058915 - 168, 0.05991, 0.020619, 0.011373, 0.44723, 0.29485, 0.22666, 0.083291, 0.069804, 0.014157, 0.027312, 0.0058668, 0.0058668, 0.0058668 - 169, 0.060249, 0.020628, 0.012756, 0.33884, 0.27416, 0.20179, 0.071871, 0.070899, 0.014479, 0.02088, 0.005842, 0.005842, 0.005842 - 170, 0.062011, 0.022023, 0.013645, 0.53625, 0.30959, 0.30151, 0.10287, 0.066519, 0.01426, 0.016287, 0.0058173, 0.0058173, 0.0058173 - 171, 0.061492, 0.021581, 0.013306, 0.50619, 0.34862, 0.31876, 0.10869, 0.0662, 0.014504, 0.016721, 0.0057925, 0.0057925, 0.0057925 - 172, 0.058765, 0.020377, 0.013244, 0.25227, 0.27448, 0.20374, 0.073719, 0.077501, 0.015908, 0.022534, 0.0057678, 0.0057678, 0.0057678 - 173, 0.060187, 0.021404, 0.0136, 0.37468, 0.29389, 0.27101, 0.086021, 0.068226, 0.014347, 0.019766, 0.005743, 0.005743, 0.005743 - 174, 0.058391, 0.020896, 0.012587, 0.39326, 0.32616, 0.30619, 0.11577, 0.065596, 0.014539, 0.015936, 0.0057183, 0.0057183, 0.0057183 - 175, 0.061131, 0.020821, 0.012936, 0.38649, 0.33734, 0.31872, 0.11043, 0.067081, 0.014736, 0.018633, 0.0056935, 0.0056935, 0.0056935 - 176, 0.060024, 0.020457, 0.013117, 0.4447, 0.34075, 0.32433, 0.11436, 0.067422, 0.014762, 0.017189, 0.0056688, 0.0056688, 0.0056688 - 177, 0.059306, 0.020793, 0.01174, 0.53107, 0.30397, 0.34695, 0.11382, 0.068238, 0.014869, 0.016508, 0.005644, 0.005644, 0.005644 - 178, 0.060756, 0.02134, 0.011992, 0.40927, 0.28076, 0.25604, 0.090013, 0.067881, 0.014715, 0.021214, 0.0056193, 0.0056193, 0.0056193 - 179, 0.060732, 0.020334, 0.011771, 0.35408, 0.35182, 0.31302, 0.11539, 0.067192, 0.014355, 0.016844, 0.0055945, 0.0055945, 0.0055945 - 180, 0.060059, 0.021948, 0.012596, 0.5615, 0.19953, 0.17541, 0.055857, 0.073635, 0.014561, 0.041028, 0.0055698, 0.0055698, 0.0055698 - 181, 0.059683, 0.020612, 0.013396, 0.31322, 0.26917, 0.23182, 0.089344, 0.072582, 0.015094, 0.019618, 0.005545, 0.005545, 0.005545 - 182, 0.059794, 0.021024, 0.013553, 0.56123, 0.21992, 0.22757, 0.07955, 0.069399, 0.014598, 0.022235, 0.0055202, 0.0055202, 0.0055202 - 183, 0.061026, 0.021377, 0.011728, 0.35269, 0.34148, 0.27153, 0.098817, 0.067333, 0.014347, 0.01942, 0.0054955, 0.0054955, 0.0054955 - 184, 0.060147, 0.021731, 0.011661, 0.56293, 0.25528, 0.23333, 0.081594, 0.067714, 0.014106, 0.023186, 0.0054707, 0.0054707, 0.0054707 - 185, 0.061219, 0.021072, 0.012973, 0.37007, 0.36047, 0.30379, 0.10694, 0.067869, 0.015609, 0.019684, 0.005446, 0.005446, 0.005446 - 186, 0.060366, 0.020909, 0.012502, 0.46192, 0.22863, 0.22852, 0.083121, 0.073133, 0.017504, 0.026266, 0.0054212, 0.0054212, 0.0054212 - 187, 0.059223, 0.020217, 0.010289, 0.49618, 0.28958, 0.32361, 0.12044, 0.067982, 0.014965, 0.016663, 0.0053965, 0.0053965, 0.0053965 - 188, 0.06054, 0.021314, 0.011204, 0.39844, 0.34676, 0.30242, 0.10696, 0.066353, 0.014539, 0.01888, 0.0053717, 0.0053717, 0.0053717 - 189, 0.058053, 0.021437, 0.011806, 0.49341, 0.21226, 0.19593, 0.072263, 0.076968, 0.015043, 0.025717, 0.005347, 0.005347, 0.005347 - 190, 0.059418, 0.020851, 0.011212, 0.59807, 0.3643, 0.34203, 0.12325, 0.068995, 0.015053, 0.015339, 0.0053223, 0.0053223, 0.0053223 - 191, 0.058671, 0.020261, 0.010152, 0.35757, 0.32462, 0.27022, 0.10493, 0.07047, 0.015272, 0.017035, 0.0052975, 0.0052975, 0.0052975 - 192, 0.059119, 0.018697, 0.012463, 0.44617, 0.33409, 0.30777, 0.11046, 0.068103, 0.014618, 0.016286, 0.0052727, 0.0052727, 0.0052727 - 193, 0.060629, 0.020489, 0.012802, 0.48881, 0.33613, 0.3002, 0.1031, 0.067372, 0.014466, 0.018326, 0.005248, 0.005248, 0.005248 - 194, 0.056813, 0.020557, 0.010448, 0.40106, 0.31651, 0.29553, 0.10743, 0.068882, 0.014915, 0.015777, 0.0052233, 0.0052233, 0.0052233 - 195, 0.058977, 0.021161, 0.012424, 0.48052, 0.38935, 0.36199, 0.14157, 0.065119, 0.014108, 0.015959, 0.0051985, 0.0051985, 0.0051985 - 196, 0.056199, 0.019972, 0.011628, 0.57377, 0.35454, 0.36457, 0.13717, 0.065023, 0.01436, 0.015924, 0.0051737, 0.0051737, 0.0051737 - 197, 0.058228, 0.020439, 0.011103, 0.61749, 0.32558, 0.33699, 0.11636, 0.066407, 0.014235, 0.018491, 0.005149, 0.005149, 0.005149 - 198, 0.060207, 0.020327, 0.011676, 0.41727, 0.33485, 0.29751, 0.10381, 0.06835, 0.014222, 0.018118, 0.0051243, 0.0051243, 0.0051243 - 199, 0.057766, 0.02009, 0.010637, 0.21706, 0.29116, 0.22056, 0.088969, 0.072025, 0.014885, 0.024545, 0.0050995, 0.0050995, 0.0050995 - 200, 0.060854, 0.019923, 0.012537, 0.40256, 0.30568, 0.27055, 0.10227, 0.068454, 0.014396, 0.018808, 0.0050747, 0.0050747, 0.0050747 - 201, 0.059332, 0.021245, 0.011116, 0.44446, 0.37952, 0.32919, 0.11332, 0.067157, 0.015194, 0.016444, 0.00505, 0.00505, 0.00505 - 202, 0.057661, 0.020097, 0.011034, 0.60066, 0.23726, 0.28305, 0.11283, 0.068473, 0.015974, 0.017702, 0.0050253, 0.0050253, 0.0050253 - 203, 0.056905, 0.020863, 0.0098404, 0.50988, 0.35284, 0.36891, 0.13948, 0.062447, 0.014387, 0.014807, 0.0050005, 0.0050005, 0.0050005 - 204, 0.058666, 0.020326, 0.011439, 0.47489, 0.33707, 0.31976, 0.11129, 0.06582, 0.014747, 0.016795, 0.0049758, 0.0049758, 0.0049758 - 205, 0.056868, 0.019749, 0.0094703, 0.56939, 0.30028, 0.34662, 0.13668, 0.06268, 0.014553, 0.013889, 0.004951, 0.004951, 0.004951 - 206, 0.058238, 0.020971, 0.011321, 0.41549, 0.34494, 0.27205, 0.10596, 0.067091, 0.01453, 0.017389, 0.0049263, 0.0049263, 0.0049263 - 207, 0.055664, 0.019431, 0.010494, 0.52945, 0.33122, 0.3725, 0.15531, 0.061264, 0.014264, 0.014293, 0.0049015, 0.0049015, 0.0049015 - 208, 0.057525, 0.019611, 0.012123, 0.50774, 0.2698, 0.27764, 0.11529, 0.073134, 0.015299, 0.017735, 0.0048768, 0.0048768, 0.0048768 - 209, 0.058819, 0.021297, 0.012442, 0.52763, 0.22682, 0.22076, 0.083558, 0.07125, 0.014974, 0.026196, 0.004852, 0.004852, 0.004852 - 210, 0.055265, 0.020082, 0.010661, 0.54693, 0.2514, 0.22948, 0.086014, 0.069354, 0.014961, 0.023412, 0.0048272, 0.0048272, 0.0048272 - 211, 0.055538, 0.019632, 0.010485, 0.47901, 0.39172, 0.38655, 0.14541, 0.06315, 0.014724, 0.015202, 0.0048025, 0.0048025, 0.0048025 - 212, 0.05557, 0.019155, 0.011116, 0.57295, 0.37196, 0.34844, 0.13269, 0.064915, 0.014665, 0.017117, 0.0047778, 0.0047778, 0.0047778 - 213, 0.056519, 0.020685, 0.011025, 0.5545, 0.32894, 0.37342, 0.14877, 0.065295, 0.014408, 0.015578, 0.004753, 0.004753, 0.004753 - 214, 0.057482, 0.021292, 0.010355, 0.39687, 0.37629, 0.26703, 0.094467, 0.070354, 0.015397, 0.021793, 0.0047283, 0.0047283, 0.0047283 - 215, 0.057963, 0.021116, 0.010763, 0.41253, 0.35763, 0.26646, 0.098456, 0.066559, 0.015336, 0.018591, 0.0047035, 0.0047035, 0.0047035 - 216, 0.056778, 0.018993, 0.010028, 0.43147, 0.35656, 0.2715, 0.10162, 0.067513, 0.014448, 0.023642, 0.0046788, 0.0046788, 0.0046788 - 217, 0.055962, 0.01988, 0.0093672, 0.57341, 0.31596, 0.31645, 0.12104, 0.064759, 0.01438, 0.01721, 0.004654, 0.004654, 0.004654 - 218, 0.054136, 0.019053, 0.0095146, 0.55839, 0.3018, 0.27804, 0.10422, 0.064872, 0.01459, 0.020389, 0.0046293, 0.0046293, 0.0046293 - 219, 0.055998, 0.019395, 0.010447, 0.48156, 0.36763, 0.34018, 0.11511, 0.068526, 0.014603, 0.017419, 0.0046045, 0.0046045, 0.0046045 - 220, 0.056237, 0.020072, 0.011043, 0.50795, 0.31857, 0.31104, 0.12288, 0.065863, 0.014551, 0.019026, 0.0045798, 0.0045798, 0.0045798 - 221, 0.054831, 0.020024, 0.009348, 0.46667, 0.30334, 0.30989, 0.11929, 0.066398, 0.014634, 0.023749, 0.004555, 0.004555, 0.004555 - 222, 0.055494, 0.019845, 0.009646, 0.50804, 0.39279, 0.38708, 0.13954, 0.062691, 0.014531, 0.014995, 0.0045303, 0.0045303, 0.0045303 - 223, 0.056118, 0.020656, 0.010429, 0.47069, 0.40338, 0.36761, 0.13342, 0.062937, 0.014429, 0.015128, 0.0045055, 0.0045055, 0.0045055 - 224, 0.054831, 0.0202, 0.0095926, 0.46806, 0.31949, 0.295, 0.10039, 0.064823, 0.014327, 0.02038, 0.0044808, 0.0044808, 0.0044808 - 225, 0.056446, 0.019788, 0.010211, 0.46348, 0.28272, 0.32768, 0.12244, 0.067562, 0.014829, 0.016867, 0.004456, 0.004456, 0.004456 - 226, 0.054297, 0.01997, 0.0106, 0.4715, 0.29141, 0.27673, 0.10538, 0.064968, 0.014633, 0.021278, 0.0044313, 0.0044313, 0.0044313 - 227, 0.0549, 0.019558, 0.0099439, 0.36056, 0.36397, 0.33066, 0.11721, 0.064467, 0.01447, 0.018335, 0.0044065, 0.0044065, 0.0044065 - 228, 0.054848, 0.019807, 0.0092619, 0.49832, 0.35602, 0.33152, 0.12795, 0.064351, 0.0143, 0.017513, 0.0043818, 0.0043818, 0.0043818 - 229, 0.055881, 0.019077, 0.0094193, 0.4013, 0.36124, 0.31009, 0.11426, 0.067054, 0.014906, 0.017424, 0.004357, 0.004357, 0.004357 - 230, 0.055478, 0.019379, 0.010446, 0.36864, 0.38486, 0.32811, 0.12111, 0.064085, 0.014645, 0.015852, 0.0043323, 0.0043323, 0.0043323 - 231, 0.05444, 0.020433, 0.0090683, 0.37911, 0.35044, 0.30378, 0.10969, 0.064127, 0.014862, 0.0161, 0.0043075, 0.0043075, 0.0043075 - 232, 0.05539, 0.02037, 0.010954, 0.25694, 0.29319, 0.24714, 0.091247, 0.067673, 0.015039, 0.021518, 0.0042828, 0.0042828, 0.0042828 - 233, 0.054517, 0.019678, 0.0087388, 0.39675, 0.4033, 0.31727, 0.11119, 0.065647, 0.015163, 0.016173, 0.004258, 0.004258, 0.004258 - 234, 0.054226, 0.020079, 0.0092327, 0.414, 0.41895, 0.33673, 0.13768, 0.062293, 0.014855, 0.016418, 0.0042333, 0.0042333, 0.0042333 - 235, 0.053063, 0.020065, 0.0090549, 0.6484, 0.36221, 0.34428, 0.11981, 0.063727, 0.014489, 0.018462, 0.0042085, 0.0042085, 0.0042085 - 236, 0.054285, 0.020067, 0.0099579, 0.55634, 0.38068, 0.34556, 0.13028, 0.062935, 0.014447, 0.01725, 0.0041837, 0.0041837, 0.0041837 - 237, 0.054615, 0.020221, 0.01031, 0.57915, 0.35548, 0.39721, 0.14049, 0.062779, 0.014736, 0.015289, 0.004159, 0.004159, 0.004159 - 238, 0.054735, 0.020136, 0.0086633, 0.58755, 0.41057, 0.39607, 0.13896, 0.063819, 0.015438, 0.017255, 0.0041342, 0.0041342, 0.0041342 - 239, 0.054984, 0.020258, 0.008388, 0.5182, 0.37828, 0.38103, 0.15257, 0.062725, 0.014915, 0.014761, 0.0041095, 0.0041095, 0.0041095 - 240, 0.052169, 0.018783, 0.0087191, 0.53163, 0.32966, 0.301, 0.10004, 0.065696, 0.014748, 0.020966, 0.0040847, 0.0040847, 0.0040847 - 241, 0.054031, 0.019951, 0.010435, 0.64177, 0.29437, 0.33155, 0.11856, 0.066261, 0.015028, 0.017712, 0.00406, 0.00406, 0.00406 - 242, 0.054449, 0.01999, 0.0091442, 0.28011, 0.41624, 0.28849, 0.10354, 0.065349, 0.014327, 0.018364, 0.0040352, 0.0040352, 0.0040352 - 243, 0.054189, 0.019572, 0.0093271, 0.5088, 0.35905, 0.37408, 0.14207, 0.06293, 0.014133, 0.015292, 0.0040105, 0.0040105, 0.0040105 - 244, 0.053376, 0.021323, 0.0090076, 0.61107, 0.41396, 0.37956, 0.14009, 0.062383, 0.014119, 0.016071, 0.0039857, 0.0039857, 0.0039857 - 245, 0.053412, 0.019929, 0.0095639, 0.43652, 0.36763, 0.34779, 0.14234, 0.063191, 0.014242, 0.016126, 0.003961, 0.003961, 0.003961 - 246, 0.053275, 0.019283, 0.0091847, 0.4626, 0.32364, 0.32031, 0.11789, 0.064523, 0.014229, 0.018306, 0.0039362, 0.0039362, 0.0039362 - 247, 0.050872, 0.018932, 0.0079303, 0.48235, 0.33078, 0.30077, 0.10355, 0.066049, 0.014168, 0.019759, 0.0039115, 0.0039115, 0.0039115 - 248, 0.053235, 0.019441, 0.0097799, 0.44316, 0.36556, 0.32217, 0.11272, 0.066068, 0.014071, 0.016766, 0.0038867, 0.0038867, 0.0038867 - 249, 0.053371, 0.019212, 0.0085749, 0.46394, 0.34247, 0.31538, 0.12042, 0.064306, 0.014421, 0.020102, 0.003862, 0.003862, 0.003862 - 250, 0.054575, 0.019923, 0.0084496, 0.57157, 0.32191, 0.32152, 0.11046, 0.06602, 0.015029, 0.020453, 0.0038372, 0.0038372, 0.0038372 - 251, 0.052687, 0.019896, 0.0092561, 0.53247, 0.36746, 0.35054, 0.12567, 0.06439, 0.013945, 0.016012, 0.0038125, 0.0038125, 0.0038125 - 252, 0.054758, 0.019437, 0.0085889, 0.54912, 0.36687, 0.37088, 0.13843, 0.062618, 0.014138, 0.016965, 0.0037878, 0.0037878, 0.0037878 - 253, 0.053335, 0.019719, 0.0095644, 0.43812, 0.38486, 0.36315, 0.13491, 0.062942, 0.014627, 0.017079, 0.003763, 0.003763, 0.003763 - 254, 0.05337, 0.020216, 0.0085069, 0.49368, 0.37424, 0.37595, 0.14162, 0.062441, 0.01439, 0.015027, 0.0037383, 0.0037383, 0.0037383 - 255, 0.052109, 0.019057, 0.00868, 0.38, 0.35176, 0.30195, 0.11897, 0.065208, 0.01467, 0.017114, 0.0037135, 0.0037135, 0.0037135 - 256, 0.052648, 0.020144, 0.0082425, 0.59078, 0.40267, 0.40409, 0.13034, 0.062853, 0.01434, 0.01734, 0.0036888, 0.0036888, 0.0036888 - 257, 0.051076, 0.017889, 0.0084724, 0.56339, 0.34652, 0.3194, 0.12711, 0.063922, 0.014251, 0.018701, 0.003664, 0.003664, 0.003664 - 258, 0.052543, 0.019908, 0.0080334, 0.48568, 0.33557, 0.36637, 0.14802, 0.06399, 0.014348, 0.016796, 0.0036393, 0.0036393, 0.0036393 - 259, 0.051473, 0.019025, 0.0086596, 0.53688, 0.31229, 0.32521, 0.13004, 0.068618, 0.01427, 0.020471, 0.0036145, 0.0036145, 0.0036145 - 260, 0.051991, 0.019519, 0.0096722, 0.6112, 0.35195, 0.36885, 0.13963, 0.062686, 0.013933, 0.016623, 0.0035898, 0.0035898, 0.0035898 - 261, 0.051419, 0.018399, 0.0084235, 0.60427, 0.3482, 0.34417, 0.149, 0.064787, 0.013906, 0.015475, 0.003565, 0.003565, 0.003565 - 262, 0.052092, 0.019462, 0.0082245, 0.32622, 0.35109, 0.30645, 0.11602, 0.065688, 0.014479, 0.017986, 0.0035403, 0.0035403, 0.0035403 - 263, 0.051335, 0.019168, 0.0080006, 0.69593, 0.30448, 0.33018, 0.11495, 0.06609, 0.015405, 0.019226, 0.0035155, 0.0035155, 0.0035155 - 264, 0.052921, 0.019088, 0.0088696, 0.50573, 0.3423, 0.34923, 0.13749, 0.064732, 0.015705, 0.01657, 0.0034908, 0.0034908, 0.0034908 - 265, 0.052665, 0.02085, 0.010012, 0.39675, 0.39252, 0.34326, 0.12164, 0.06377, 0.014597, 0.017977, 0.003466, 0.003466, 0.003466 - 266, 0.0511, 0.018995, 0.0077952, 0.42948, 0.28179, 0.26421, 0.091327, 0.067556, 0.014726, 0.023413, 0.0034413, 0.0034413, 0.0034413 - 267, 0.052884, 0.019574, 0.0082104, 0.53099, 0.37557, 0.38429, 0.13877, 0.063947, 0.014377, 0.015649, 0.0034165, 0.0034165, 0.0034165 - 268, 0.052496, 0.019099, 0.0089508, 0.46841, 0.39491, 0.36046, 0.13777, 0.063959, 0.014618, 0.01792, 0.0033918, 0.0033918, 0.0033918 - 269, 0.052052, 0.020491, 0.0089305, 0.57324, 0.33417, 0.37211, 0.15477, 0.061832, 0.014537, 0.016547, 0.003367, 0.003367, 0.003367 - 270, 0.050851, 0.020026, 0.0089241, 0.37529, 0.32903, 0.34036, 0.13384, 0.062973, 0.014263, 0.016782, 0.0033423, 0.0033423, 0.0033423 - 271, 0.051189, 0.019345, 0.0079559, 0.33863, 0.36998, 0.31146, 0.1127, 0.064838, 0.015284, 0.016011, 0.0033175, 0.0033175, 0.0033175 - 272, 0.052765, 0.019359, 0.0087095, 0.37201, 0.36692, 0.34396, 0.14474, 0.062498, 0.015015, 0.017033, 0.0032928, 0.0032928, 0.0032928 - 273, 0.050877, 0.019663, 0.008751, 0.29292, 0.39613, 0.31286, 0.11359, 0.065601, 0.014815, 0.018915, 0.003268, 0.003268, 0.003268 - 274, 0.052942, 0.020266, 0.0086823, 0.39773, 0.3974, 0.314, 0.10983, 0.063817, 0.01474, 0.017084, 0.0032433, 0.0032433, 0.0032433 - 275, 0.05153, 0.020655, 0.0078933, 0.47156, 0.34507, 0.31188, 0.12049, 0.063877, 0.014248, 0.019225, 0.0032185, 0.0032185, 0.0032185 - 276, 0.053544, 0.020048, 0.0084667, 0.39637, 0.38443, 0.33211, 0.11415, 0.06711, 0.014677, 0.019325, 0.0031938, 0.0031938, 0.0031938 - 277, 0.050911, 0.019975, 0.0081608, 0.50516, 0.35232, 0.36242, 0.13906, 0.061453, 0.014489, 0.017075, 0.003169, 0.003169, 0.003169 - 278, 0.049647, 0.018848, 0.0080408, 0.68492, 0.32029, 0.35863, 0.12033, 0.063997, 0.014149, 0.019034, 0.0031443, 0.0031443, 0.0031443 - 279, 0.049544, 0.018504, 0.0092967, 0.47973, 0.39884, 0.3727, 0.14653, 0.062604, 0.01423, 0.017096, 0.0031195, 0.0031195, 0.0031195 - 280, 0.049022, 0.019096, 0.0087078, 0.64584, 0.33358, 0.40662, 0.16192, 0.062081, 0.014355, 0.015247, 0.0030948, 0.0030948, 0.0030948 - 281, 0.049522, 0.01949, 0.0078279, 0.42263, 0.43271, 0.36832, 0.13142, 0.065107, 0.014362, 0.018791, 0.00307, 0.00307, 0.00307 - 282, 0.051784, 0.018931, 0.0078541, 0.52544, 0.36898, 0.37021, 0.13945, 0.063119, 0.014729, 0.014671, 0.0030452, 0.0030452, 0.0030452 - 283, 0.051099, 0.019537, 0.0073507, 0.31588, 0.40782, 0.35236, 0.13941, 0.063012, 0.014572, 0.016745, 0.0030205, 0.0030205, 0.0030205 - 284, 0.051594, 0.018571, 0.0086307, 0.52241, 0.34956, 0.37964, 0.14424, 0.063296, 0.014351, 0.015234, 0.0029957, 0.0029957, 0.0029957 - 285, 0.049159, 0.018353, 0.0078375, 0.43366, 0.45651, 0.42966, 0.1507, 0.06218, 0.014135, 0.01512, 0.002971, 0.002971, 0.002971 - 286, 0.049235, 0.019775, 0.0082709, 0.42205, 0.34874, 0.3569, 0.14495, 0.063451, 0.01401, 0.01691, 0.0029462, 0.0029462, 0.0029462 - 287, 0.049932, 0.019661, 0.0081382, 0.41298, 0.30825, 0.26517, 0.099249, 0.070471, 0.014505, 0.018213, 0.0029215, 0.0029215, 0.0029215 - 288, 0.049537, 0.018087, 0.0075344, 0.44813, 0.43058, 0.37917, 0.14649, 0.061649, 0.014264, 0.015991, 0.0028967, 0.0028967, 0.0028967 - 289, 0.050151, 0.018543, 0.0080851, 0.52389, 0.35977, 0.34632, 0.14523, 0.063621, 0.014202, 0.016878, 0.002872, 0.002872, 0.002872 - 290, 0.049962, 0.019179, 0.0069624, 0.3992, 0.3912, 0.34701, 0.13349, 0.062879, 0.014147, 0.015005, 0.0028472, 0.0028472, 0.0028472 - 291, 0.0501, 0.019114, 0.0075771, 0.58476, 0.35679, 0.42941, 0.16746, 0.061279, 0.014338, 0.0139, 0.0028225, 0.0028225, 0.0028225 - 292, 0.050273, 0.019631, 0.007848, 0.50384, 0.40271, 0.40511, 0.14584, 0.062007, 0.014384, 0.01516, 0.0027977, 0.0027977, 0.0027977 - 293, 0.050085, 0.01835, 0.0071773, 0.55781, 0.38089, 0.42534, 0.16368, 0.060244, 0.014224, 0.014574, 0.002773, 0.002773, 0.002773 - 294, 0.048473, 0.017978, 0.0079963, 0.42228, 0.41264, 0.38602, 0.16214, 0.060878, 0.014359, 0.015608, 0.0027482, 0.0027482, 0.0027482 - 295, 0.047887, 0.017759, 0.0067106, 0.52506, 0.3606, 0.36057, 0.13467, 0.062229, 0.014338, 0.015492, 0.0027235, 0.0027235, 0.0027235 - 296, 0.049648, 0.017985, 0.006952, 0.40623, 0.34707, 0.34227, 0.1336, 0.062887, 0.014565, 0.017194, 0.0026987, 0.0026987, 0.0026987 - 297, 0.049925, 0.019392, 0.0067791, 0.52937, 0.32633, 0.3575, 0.13324, 0.063423, 0.014449, 0.017766, 0.002674, 0.002674, 0.002674 - 298, 0.049108, 0.019364, 0.0079515, 0.60599, 0.35376, 0.38154, 0.13402, 0.065524, 0.014932, 0.016005, 0.0026492, 0.0026492, 0.0026492 - 299, 0.051795, 0.01956, 0.0082305, 0.47434, 0.37371, 0.35109, 0.14314, 0.062948, 0.014194, 0.018396, 0.0026245, 0.0026245, 0.0026245 - 300, 0.050887, 0.018653, 0.0080267, 0.45982, 0.36741, 0.36226, 0.13586, 0.064158, 0.014342, 0.016565, 0.0025997, 0.0025997, 0.0025997 - 301, 0.051125, 0.018717, 0.0081312, 0.35928, 0.37518, 0.33853, 0.12713, 0.06316, 0.014112, 0.017218, 0.002575, 0.002575, 0.002575 - 302, 0.050151, 0.019202, 0.0068454, 0.48449, 0.38428, 0.34252, 0.11937, 0.064763, 0.014465, 0.017697, 0.0025503, 0.0025503, 0.0025503 - 303, 0.051216, 0.018079, 0.0074646, 0.43896, 0.37918, 0.34432, 0.13855, 0.063867, 0.01428, 0.016527, 0.0025255, 0.0025255, 0.0025255 - 304, 0.049664, 0.018635, 0.007787, 0.59736, 0.35303, 0.37246, 0.14265, 0.063127, 0.014222, 0.017513, 0.0025008, 0.0025008, 0.0025008 - 305, 0.048946, 0.019698, 0.0081374, 0.52458, 0.42328, 0.37682, 0.13819, 0.06459, 0.014637, 0.018211, 0.002476, 0.002476, 0.002476 - 306, 0.048305, 0.018592, 0.0071978, 0.46096, 0.36971, 0.35297, 0.14693, 0.064407, 0.015157, 0.016206, 0.0024513, 0.0024513, 0.0024513 - 307, 0.048287, 0.018075, 0.0069139, 0.36991, 0.42929, 0.36782, 0.14463, 0.062595, 0.014647, 0.017725, 0.0024265, 0.0024265, 0.0024265 - 308, 0.050643, 0.020232, 0.0074291, 0.45487, 0.34906, 0.33617, 0.12015, 0.065111, 0.015043, 0.016205, 0.0024018, 0.0024018, 0.0024018 - 309, 0.049889, 0.01916, 0.0069691, 0.57463, 0.36057, 0.34073, 0.11788, 0.065071, 0.014336, 0.019444, 0.002377, 0.002377, 0.002377 - 310, 0.048707, 0.019314, 0.0078177, 0.43342, 0.38713, 0.37066, 0.14378, 0.062071, 0.014479, 0.016672, 0.0023523, 0.0023523, 0.0023523 - 311, 0.048456, 0.01916, 0.0068376, 0.61811, 0.38228, 0.39981, 0.13992, 0.063687, 0.014341, 0.016608, 0.0023275, 0.0023275, 0.0023275 - 312, 0.048472, 0.018475, 0.0078908, 0.62889, 0.35303, 0.41654, 0.14518, 0.063633, 0.01468, 0.014715, 0.0023028, 0.0023028, 0.0023028 - 313, 0.050429, 0.018887, 0.0069808, 0.61306, 0.40539, 0.39568, 0.14096, 0.064033, 0.014653, 0.016003, 0.002278, 0.002278, 0.002278 - 314, 0.047796, 0.019461, 0.0068515, 0.52101, 0.41324, 0.39144, 0.14163, 0.062054, 0.014494, 0.015366, 0.0022533, 0.0022533, 0.0022533 - 315, 0.049341, 0.018521, 0.0070584, 0.37632, 0.42538, 0.38216, 0.1435, 0.062675, 0.014246, 0.018919, 0.0022285, 0.0022285, 0.0022285 - 316, 0.047468, 0.01884, 0.007541, 0.43197, 0.38868, 0.37245, 0.14513, 0.062241, 0.014111, 0.016544, 0.0022038, 0.0022038, 0.0022038 - 317, 0.048753, 0.019048, 0.0072771, 0.41305, 0.42462, 0.3692, 0.14578, 0.062817, 0.014267, 0.014827, 0.002179, 0.002179, 0.002179 - 318, 0.048418, 0.018302, 0.0066514, 0.42764, 0.3899, 0.36592, 0.14007, 0.063116, 0.014378, 0.01665, 0.0021543, 0.0021543, 0.0021543 - 319, 0.048932, 0.018357, 0.0074678, 0.49378, 0.36402, 0.38797, 0.15645, 0.061544, 0.01454, 0.016609, 0.0021295, 0.0021295, 0.0021295 - 320, 0.048906, 0.019183, 0.0071292, 0.44871, 0.35906, 0.36905, 0.14289, 0.062895, 0.014351, 0.01748, 0.0021048, 0.0021048, 0.0021048 - 321, 0.048345, 0.018416, 0.0077173, 0.568, 0.36647, 0.39282, 0.14939, 0.063728, 0.014492, 0.016486, 0.00208, 0.00208, 0.00208 - 322, 0.047372, 0.018351, 0.0079216, 0.49436, 0.42149, 0.39875, 0.15172, 0.06346, 0.014415, 0.017513, 0.0020553, 0.0020553, 0.0020553 - 323, 0.047618, 0.018975, 0.0075672, 0.45536, 0.44025, 0.39424, 0.15826, 0.061709, 0.014132, 0.01759, 0.0020305, 0.0020305, 0.0020305 - 324, 0.048761, 0.018794, 0.0073302, 0.5974, 0.38387, 0.40658, 0.1578, 0.061946, 0.014231, 0.016079, 0.0020058, 0.0020058, 0.0020058 - 325, 0.047303, 0.017836, 0.0062076, 0.58062, 0.37613, 0.39077, 0.15907, 0.062908, 0.014382, 0.017056, 0.001981, 0.001981, 0.001981 - 326, 0.049543, 0.018868, 0.0064628, 0.56862, 0.40812, 0.4078, 0.15963, 0.061731, 0.014237, 0.017484, 0.0019563, 0.0019563, 0.0019563 - 327, 0.047934, 0.018891, 0.0065346, 0.43011, 0.39348, 0.38089, 0.14352, 0.062951, 0.01421, 0.016919, 0.0019315, 0.0019315, 0.0019315 - 328, 0.04846, 0.018514, 0.0080096, 0.36003, 0.42093, 0.35486, 0.13794, 0.063977, 0.014357, 0.017027, 0.0019068, 0.0019068, 0.0019068 - 329, 0.047735, 0.018664, 0.0068238, 0.53281, 0.35595, 0.37622, 0.15842, 0.061498, 0.014344, 0.015202, 0.001882, 0.001882, 0.001882 - 330, 0.047326, 0.019485, 0.0070964, 0.41792, 0.38659, 0.36912, 0.14611, 0.06365, 0.014216, 0.015186, 0.0018572, 0.0018572, 0.0018572 - 331, 0.046815, 0.018089, 0.0065699, 0.47205, 0.42694, 0.39221, 0.15732, 0.062946, 0.014405, 0.015898, 0.0018325, 0.0018325, 0.0018325 - 332, 0.046762, 0.017707, 0.0061167, 0.65316, 0.39924, 0.43015, 0.16122, 0.06243, 0.014332, 0.016052, 0.0018077, 0.0018077, 0.0018077 - 333, 0.045639, 0.017807, 0.0070276, 0.61273, 0.40109, 0.40406, 0.14641, 0.062951, 0.014203, 0.016306, 0.001783, 0.001783, 0.001783 - 334, 0.048082, 0.018342, 0.0063095, 0.4808, 0.42724, 0.39006, 0.15343, 0.062235, 0.014374, 0.016797, 0.0017582, 0.0017582, 0.0017582 - 335, 0.046966, 0.017924, 0.0068059, 0.4856, 0.40546, 0.3936, 0.14037, 0.06158, 0.014104, 0.015968, 0.0017335, 0.0017335, 0.0017335 - 336, 0.048654, 0.018727, 0.0066245, 0.46503, 0.40081, 0.39382, 0.15338, 0.061266, 0.014164, 0.016502, 0.0017087, 0.0017087, 0.0017087 - 337, 0.046407, 0.018166, 0.0065639, 0.58077, 0.39279, 0.39022, 0.14977, 0.06238, 0.014141, 0.015373, 0.001684, 0.001684, 0.001684 - 338, 0.045157, 0.01734, 0.006646, 0.5647, 0.37341, 0.37722, 0.14302, 0.062711, 0.014326, 0.015536, 0.0016592, 0.0016592, 0.0016592 - 339, 0.04653, 0.018277, 0.0071077, 0.60344, 0.40442, 0.40281, 0.1478, 0.061275, 0.014393, 0.016354, 0.0016345, 0.0016345, 0.0016345 - 340, 0.046021, 0.017791, 0.006467, 0.59822, 0.40217, 0.4125, 0.15487, 0.061316, 0.014237, 0.015591, 0.0016097, 0.0016097, 0.0016097 - 341, 0.047397, 0.018318, 0.0077615, 0.64005, 0.41174, 0.44297, 0.1624, 0.061051, 0.014151, 0.015057, 0.001585, 0.001585, 0.001585 - 342, 0.046366, 0.019078, 0.0065511, 0.59257, 0.43175, 0.43141, 0.16033, 0.061842, 0.014107, 0.015135, 0.0015602, 0.0015602, 0.0015602 - 343, 0.046086, 0.018173, 0.0058655, 0.52302, 0.40484, 0.39826, 0.15414, 0.061786, 0.014359, 0.014808, 0.0015355, 0.0015355, 0.0015355 - 344, 0.045983, 0.017956, 0.0070299, 0.52824, 0.39393, 0.431, 0.16223, 0.060707, 0.014287, 0.014727, 0.0015107, 0.0015107, 0.0015107 - 345, 0.048008, 0.018707, 0.0062766, 0.51812, 0.4147, 0.40682, 0.15043, 0.062161, 0.014727, 0.015558, 0.001486, 0.001486, 0.001486 - 346, 0.047545, 0.019149, 0.0066386, 0.58342, 0.42724, 0.41647, 0.16073, 0.061814, 0.01467, 0.016623, 0.0014612, 0.0014612, 0.0014612 - 347, 0.047142, 0.018268, 0.0068147, 0.46636, 0.44248, 0.39463, 0.14261, 0.064816, 0.01451, 0.017087, 0.0014365, 0.0014365, 0.0014365 - 348, 0.046261, 0.018381, 0.0075965, 0.5537, 0.39953, 0.41341, 0.1465, 0.064809, 0.014613, 0.016068, 0.0014117, 0.0014117, 0.0014117 - 349, 0.047094, 0.018705, 0.0074571, 0.48818, 0.43105, 0.41185, 0.1534, 0.062054, 0.014359, 0.015359, 0.001387, 0.001387, 0.001387 - 350, 0.045388, 0.017711, 0.0062817, 0.41509, 0.41851, 0.3816, 0.14912, 0.061447, 0.01434, 0.015732, 0.0013622, 0.0013622, 0.0013622 - 351, 0.044498, 0.017857, 0.0059109, 0.53211, 0.45141, 0.38954, 0.15142, 0.061744, 0.014212, 0.017252, 0.0013375, 0.0013375, 0.0013375 - 352, 0.045884, 0.017896, 0.0071572, 0.50645, 0.4653, 0.40975, 0.1527, 0.062531, 0.014547, 0.016747, 0.0013128, 0.0013128, 0.0013128 - 353, 0.045919, 0.017915, 0.0064121, 0.48822, 0.43059, 0.36708, 0.13878, 0.062641, 0.014597, 0.017558, 0.001288, 0.001288, 0.001288 - 354, 0.045786, 0.018229, 0.0059555, 0.48158, 0.36202, 0.36594, 0.14931, 0.061172, 0.014417, 0.017017, 0.0012633, 0.0012633, 0.0012633 - 355, 0.046207, 0.018443, 0.0063017, 0.58614, 0.39584, 0.39976, 0.15045, 0.06219, 0.014256, 0.016805, 0.0012385, 0.0012385, 0.0012385 - 356, 0.046004, 0.018649, 0.0059791, 0.3995, 0.46764, 0.38461, 0.14559, 0.061735, 0.014556, 0.017577, 0.0012138, 0.0012138, 0.0012138 - 357, 0.045522, 0.018217, 0.0060614, 0.57988, 0.39704, 0.40575, 0.15959, 0.061161, 0.014366, 0.018086, 0.001189, 0.001189, 0.001189 - 358, 0.048421, 0.018387, 0.0072407, 0.59085, 0.39172, 0.41684, 0.15756, 0.061653, 0.014557, 0.016582, 0.0011643, 0.0011643, 0.0011643 - 359, 0.047276, 0.018743, 0.0071147, 0.49687, 0.38783, 0.38744, 0.14266, 0.063873, 0.014697, 0.016255, 0.0011395, 0.0011395, 0.0011395 - 360, 0.04544, 0.017207, 0.0063515, 0.40907, 0.45795, 0.38607, 0.14238, 0.063967, 0.014764, 0.018211, 0.0011148, 0.0011148, 0.0011148 - 361, 0.046537, 0.0183, 0.0070296, 0.56725, 0.36847, 0.4123, 0.15166, 0.062555, 0.014584, 0.015434, 0.00109, 0.00109, 0.00109 - 362, 0.046173, 0.018987, 0.0067711, 0.56539, 0.3786, 0.40717, 0.15814, 0.062446, 0.014339, 0.015891, 0.0010653, 0.0010653, 0.0010653 - 363, 0.047671, 0.019265, 0.0058583, 0.50627, 0.48189, 0.41161, 0.15369, 0.062604, 0.014616, 0.01734, 0.0010405, 0.0010405, 0.0010405 - 364, 0.045929, 0.018472, 0.0066106, 0.44048, 0.43951, 0.40859, 0.14565, 0.063039, 0.014957, 0.017355, 0.0010158, 0.0010158, 0.0010158 - 365, 0.04477, 0.018354, 0.0062802, 0.56834, 0.38125, 0.38656, 0.14553, 0.063624, 0.014975, 0.01783, 0.000991, 0.000991, 0.000991 - 366, 0.046173, 0.018149, 0.006595, 0.3623, 0.45664, 0.39346, 0.14716, 0.063349, 0.015028, 0.016428, 0.00096625, 0.00096625, 0.00096625 - 367, 0.046315, 0.019155, 0.0058408, 0.4945, 0.43243, 0.39373, 0.1533, 0.062121, 0.014923, 0.016402, 0.0009415, 0.0009415, 0.0009415 - 368, 0.044353, 0.016887, 0.0056061, 0.53474, 0.36799, 0.39125, 0.15159, 0.062868, 0.014408, 0.017686, 0.00091675, 0.00091675, 0.00091675 - 369, 0.044238, 0.017447, 0.0053308, 0.44216, 0.40991, 0.38626, 0.15428, 0.062629, 0.014507, 0.016544, 0.000892, 0.000892, 0.000892 - 370, 0.045799, 0.018839, 0.0058319, 0.49819, 0.41768, 0.41157, 0.1486, 0.063663, 0.014678, 0.016039, 0.00086725, 0.00086725, 0.00086725 - 371, 0.046689, 0.017754, 0.0078166, 0.5016, 0.39811, 0.39748, 0.14952, 0.062692, 0.015052, 0.016692, 0.0008425, 0.0008425, 0.0008425 - 372, 0.047963, 0.018681, 0.0067632, 0.40549, 0.44871, 0.39584, 0.14108, 0.06242, 0.015093, 0.018256, 0.00081775, 0.00081775, 0.00081775 - 373, 0.046143, 0.018665, 0.006553, 0.48069, 0.43617, 0.38821, 0.14335, 0.06347, 0.014458, 0.016943, 0.000793, 0.000793, 0.000793 - 374, 0.047835, 0.019159, 0.0069502, 0.56734, 0.41001, 0.41275, 0.15119, 0.063075, 0.014587, 0.016556, 0.00076825, 0.00076825, 0.00076825 - 375, 0.046512, 0.018255, 0.0068991, 0.46337, 0.41666, 0.39169, 0.14795, 0.063512, 0.014384, 0.017169, 0.0007435, 0.0007435, 0.0007435 - 376, 0.04514, 0.018003, 0.0064744, 0.53272, 0.41535, 0.43061, 0.15385, 0.062138, 0.014455, 0.016481, 0.00071875, 0.00071875, 0.00071875 - 377, 0.043869, 0.017507, 0.0059156, 0.57941, 0.4379, 0.45351, 0.16883, 0.060785, 0.01439, 0.016226, 0.000694, 0.000694, 0.000694 - 378, 0.045637, 0.018965, 0.0064262, 0.59199, 0.43427, 0.44757, 0.17064, 0.06043, 0.014578, 0.016878, 0.00066925, 0.00066925, 0.00066925 - 379, 0.046734, 0.018591, 0.006729, 0.72712, 0.38473, 0.39467, 0.1516, 0.06136, 0.0147, 0.017307, 0.0006445, 0.0006445, 0.0006445 - 380, 0.044239, 0.018325, 0.0061832, 0.42316, 0.42923, 0.40523, 0.15377, 0.061384, 0.014563, 0.016652, 0.00061975, 0.00061975, 0.00061975 - 381, 0.045115, 0.017547, 0.0066746, 0.52019, 0.44046, 0.44967, 0.1587, 0.061934, 0.014547, 0.015453, 0.000595, 0.000595, 0.000595 - 382, 0.045233, 0.018702, 0.0059048, 0.56746, 0.45403, 0.45594, 0.15912, 0.062256, 0.01456, 0.015376, 0.00057025, 0.00057025, 0.00057025 - 383, 0.044564, 0.017683, 0.0065738, 0.49431, 0.4478, 0.41291, 0.15812, 0.061863, 0.014709, 0.015546, 0.0005455, 0.0005455, 0.0005455 - 384, 0.046737, 0.01912, 0.0061546, 0.51969, 0.41055, 0.42011, 0.15814, 0.061573, 0.014595, 0.015353, 0.00052075, 0.00052075, 0.00052075 - 385, 0.044617, 0.019681, 0.0059869, 0.59877, 0.40919, 0.4345, 0.15842, 0.061783, 0.014447, 0.015472, 0.000496, 0.000496, 0.000496 - 386, 0.046432, 0.018432, 0.007426, 0.53386, 0.41879, 0.42631, 0.14772, 0.06174, 0.014562, 0.015834, 0.00047125, 0.00047125, 0.00047125 - 387, 0.044623, 0.01861, 0.005336, 0.46646, 0.38382, 0.38318, 0.14982, 0.061621, 0.014552, 0.016867, 0.0004465, 0.0004465, 0.0004465 - 388, 0.044671, 0.018723, 0.0060382, 0.41256, 0.43454, 0.38983, 0.15136, 0.061345, 0.014546, 0.017255, 0.00042175, 0.00042175, 0.00042175 - 389, 0.045773, 0.018602, 0.0065739, 0.46135, 0.43917, 0.40548, 0.14941, 0.061846, 0.014527, 0.016957, 0.000397, 0.000397, 0.000397 - 390, 0.046171, 0.018597, 0.0071467, 0.49715, 0.42309, 0.41192, 0.14768, 0.062037, 0.014504, 0.01653, 0.00037225, 0.00037225, 0.00037225 - 391, 0.044784, 0.01753, 0.0063304, 0.57178, 0.4213, 0.43335, 0.15326, 0.061974, 0.014507, 0.016293, 0.0003475, 0.0003475, 0.0003475 - 392, 0.045079, 0.018233, 0.0053558, 0.63463, 0.41597, 0.4423, 0.15384, 0.061843, 0.014556, 0.015962, 0.00032275, 0.00032275, 0.00032275 - 393, 0.044579, 0.017562, 0.0058751, 0.50861, 0.39613, 0.4177, 0.14856, 0.061518, 0.014631, 0.016142, 0.000298, 0.000298, 0.000298 - 394, 0.043889, 0.018013, 0.00554, 0.44481, 0.44014, 0.4066, 0.15216, 0.061358, 0.014619, 0.016473, 0.00027325, 0.00027325, 0.00027325 - 395, 0.04496, 0.018858, 0.0058563, 0.43608, 0.47123, 0.40723, 0.15272, 0.06138, 0.014594, 0.016634, 0.0002485, 0.0002485, 0.0002485 - 396, 0.04631, 0.018819, 0.0065092, 0.47726, 0.50129, 0.43243, 0.15815, 0.06128, 0.01449, 0.016544, 0.00022375, 0.00022375, 0.00022375 - 397, 0.04431, 0.017878, 0.0063183, 0.49538, 0.4488, 0.42554, 0.15632, 0.060922, 0.01447, 0.016769, 0.000199, 0.000199, 0.000199 - 398, 0.04573, 0.017946, 0.0066179, 0.43515, 0.45177, 0.40469, 0.15171, 0.060982, 0.014416, 0.016801, 0.00017425, 0.00017425, 0.00017425 - 399, 0.044565, 0.017674, 0.0063493, 0.46476, 0.46223, 0.40884, 0.15344, 0.06122, 0.014413, 0.016798, 0.0001495, 0.0001495, 0.0001495 + epoch, train/box_loss, train/obj_loss, train/cls_loss, metrics/precision, metrics/recall, metrics/mAP_0.5,metrics/mAP_0.5:0.95, val/box_loss, val/obj_loss, val/cls_loss, x/lr0, x/lr1, x/lr2,metrics/other_avoid_mAP,metrics/other_avoid_boundaries_mAP,metrics/other_avoid_ocean_mAP,metrics/others_traversable_mAP,metrics/trash_easy_mAP,metrics/trash_hard_mAP,metrics/other_avoid_mAP_50,metrics/other_avoid_boundaries_mAP_50,metrics/other_avoid_ocean_mAP_50,metrics/others_traversable_mAP_50,metrics/trash_easy_mAP_50,metrics/trash_hard_mAP_50 + 0, 0.15686, 0.011998, 0.054772, 0, 0, 0, 0, 0.15846, 0.004768, 0.061804, 0.1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0