From 23f93efded39f1ead2b729bdce94ba4178b5927d Mon Sep 17 00:00:00 2001 From: Pablo Fondo Ferreiro Date: Sun, 9 Jun 2024 22:59:47 +0100 Subject: [PATCH] Added all information --- README.md | 12 + measurements_dataset_RIS4_1000.txt | 1000 ++++++++++++++++++++++++++++ nn-ris-optimization.m | 298 +++++++++ 3 files changed, 1310 insertions(+) create mode 100644 measurements_dataset_RIS4_1000.txt create mode 100644 nn-ris-optimization.m diff --git a/README.md b/README.md index a763501..d791044 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,14 @@ # nn-ris-optimization Neural network (NN)-based Reconfigurable Intelligent Surface (RIS) optimization + +## Description + +This repository contains a main MATLAB script (nn-ris-optimization.m) which reads a given dataset with RIS cascaded channel measurements and optimum phase shift configuration (named measurements_dataset_RIS_1000.txt, where corresponds to the size of the RIS under evaluation) and generates a new dataset containing the predictions of the optimum configuration for the RIS using a NN-based approach. An input dataset (measurements_dataset_RIS4_1000.txt) is provided as an example. + +The input dataset is a Comma-Separated Values (CSV) file. Each line represents an individual sample with the following fields: The first elements are the phases of the real RIS-Receiver channel coefficients, the second elements are the phases of the real Transmitter-RIS channel coefficients, the third elements are the phases of the sampled RIS-Receiver channel coefficients, the fourth elements are the phases of the sampled Transmitter-RIS channel coefficients and finally the fifth elements are the optimum phase shifts of the RIS. + +## Copyright + +Copyright ⓒ 2024 Pablo Fondo Ferreiro + +This simulator is licensed under the GNU General Public License, version 3 (GPL-3.0). For more information see LICENSE diff --git a/measurements_dataset_RIS4_1000.txt b/measurements_dataset_RIS4_1000.txt new file mode 100644 index 0000000..1c3bc45 --- /dev/null +++ b/measurements_dataset_RIS4_1000.txt @@ -0,0 +1,1000 @@ +-1.129886, -2.330639, -2.864491, -2.241500, 2.617441, 1.337683, 2.836301, -1.871730, -1.503992, -2.371793, -2.761803, -2.922556, -2.916374, -1.326112, 2.728035, -2.197977, 4.795630, 0.992957, 0.028190, 4.113229 +2.089957, 1.690571, 1.333997, 1.161662, -2.958675, -1.464730, -1.427771, -0.323843, 2.451984, 2.119494, 0.183580, 1.443238, 3.016632, -1.516030, -1.028302, 0.146508, 0.868718, 6.057344, 0.093774, 5.445366 +0.907569, -2.864684, 0.958191, -2.261165, 0.543456, 2.687110, -2.627679, -1.711966, 1.156069, -2.962554, -0.547049, -2.549691, -0.129692, -2.906658, -2.356323, -2.773908, 4.832160, 0.177574, 1.669489, 3.973131 +2.042131, -1.750830, 0.552320, -2.669400, -3.072273, 2.305535, 1.399039, -2.021918, 2.965908, -2.352456, -0.141738, -1.131541, 2.614223, 1.202748, 0.696248, -2.529936, 1.030142, 5.728480, 4.331827, 4.691317 +-2.617773, -2.971139, -1.268862, 2.526827, 0.076957, -1.986229, 1.387543, -0.851531, 2.287970, -2.320979, -0.613756, 2.420417, -1.188326, -2.607065, -1.461331, -0.457168, 2.540816, 4.957368, 6.164505, 4.607889 +-1.450400, 2.757647, 0.899368, -1.402386, -2.246064, -3.025061, 2.739191, 1.216659, -0.992934, 1.892585, -1.298920, -1.335535, -2.070890, -2.604865, -3.043142, 1.612392, 3.696464, 0.267414, 2.644627, 0.185727 +1.666738, -2.326040, 1.445522, -1.739452, -1.123667, -0.104296, -0.730051, -2.049795, 1.757652, 2.917090, 1.733370, -0.781209, -0.945006, 0.842045, -0.673848, -2.091025, 5.740114, 2.430336, 5.567714, 3.789247 +-0.056943, 1.785908, 2.031951, -0.495971, 1.832765, 0.463177, 0.183611, -0.070818, 0.674189, 1.614582, 1.882824, 0.332418, 1.996793, -0.072639, 0.169238, 1.584898, 4.507363, 4.034100, 4.067624, 0.566789 +2.371072, 1.572229, 1.093615, -0.036844, -1.247264, 2.267960, 2.454005, 0.923673, 1.980129, 1.036260, 1.714949, -0.957852, -0.762246, -3.007031, 2.601313, -1.187809, 5.159377, 2.442996, 2.735565, 5.396356 +1.659155, 0.676703, 0.685202, -1.607384, -0.604966, -1.130693, 2.147831, 2.963770, 0.481941, 1.347911, 0.505869, -1.572532, -1.800575, 0.242486, 2.601672, 2.973853, 5.228996, 0.453991, 3.450153, 4.926799 +-1.137889, 0.612729, 0.433050, -2.213416, -0.342997, -2.404709, 1.413028, -2.656310, -0.997553, 0.647940, 0.440218, -1.424097, 0.285069, -2.918020, 1.488294, -2.380449, 1.480885, 1.791980, 4.437107, 4.869726 +2.812676, 1.520310, -1.104822, 2.339222, 1.331688, 2.219698, -1.762277, -2.396236, 1.913586, 0.740562, 0.253810, 2.099566, 1.989212, 2.206734, -1.279739, -2.598073, 2.138821, 2.543178, 2.867099, 0.057014 +0.797562, -0.823831, 2.616868, -0.224087, -2.046130, 3.108595, 0.725404, -2.020672, 0.484170, -1.612594, 2.505135, -0.761799, -1.285415, -2.558084, 1.857152, -2.721319, 1.248568, 3.998421, 2.940913, 2.244759 +0.152346, -1.041157, -2.728101, -0.144088, 1.008070, 0.854311, 2.719082, 2.625253, 1.181397, -0.854630, -2.822571, 0.635068, -2.581184, 0.462811, 2.655633, -3.040042, 5.122769, 0.186846, 0.009019, 3.802021 +-1.656285, 0.869505, -1.991802, 0.276891, -0.287362, 1.956327, -0.221829, 0.343917, -0.510547, 1.379959, -1.887571, -0.401963, -1.629708, 0.952913, 0.829544, -2.764947, 1.943647, 3.457354, 2.213631, 5.662377 +0.529590, 0.152749, -0.895049, -2.508320, 0.044982, 1.747768, -2.764042, -0.679422, 0.535795, -1.061161, -1.238039, -1.431776, 2.077583, 0.894343, -2.567973, -1.596577, 5.708613, 4.382668, 3.659091, 3.187742 +-2.300695, -2.136593, 2.516081, 0.672906, 1.026779, 2.227114, 1.585622, 1.645033, -2.782206, 1.275741, 3.046742, 0.975709, 0.130342, 0.757933, 0.892333, 1.956329, 1.273916, 6.192665, 2.181482, 3.965246 +-0.211471, -1.613778, -2.861081, 0.744372, -1.112220, 1.237480, -1.630336, 0.939547, -0.463010, -1.512061, -2.035630, 0.605872, -0.891030, 1.214523, -1.591927, 1.294756, 1.323691, 0.376298, 4.491418, 4.599266 +2.849236, 1.366970, 0.209298, 0.099932, 2.891330, -0.225614, 2.919156, -0.628042, 2.794415, 2.356845, 1.298449, 0.786461, -2.710864, 0.988674, 2.255151, 0.307202, 0.542618, 5.141829, 3.154732, 0.528110 +-0.875558, -3.119967, 3.014912, -0.178296, 2.335856, -0.194492, -0.198092, 0.995863, -1.953165, -3.087126, 2.335138, -0.765135, -2.029067, 1.418759, -0.884888, 0.940210, 4.822887, 3.314459, 3.466365, 5.465619 +-1.030447, -1.523622, 1.058418, 0.380975, -1.321352, 0.902760, 1.649867, 2.232629, -0.865960, -1.438944, 0.835249, 0.501472, -2.368606, 1.351277, 2.042102, 2.978101, 2.351799, 0.620862, 3.574900, 3.669580 +1.900472, 2.747954, -0.490719, -1.492654, -1.021201, -2.555270, -3.070472, 2.788417, 2.301493, 2.872599, -0.207154, -1.573554, -3.017706, -2.609029, -3.076347, 2.488329, 5.403914, 6.090502, 3.561191, 4.987422 +-1.272299, 0.023220, 3.016290, -1.456561, -2.293983, -1.048114, -2.150174, 0.617336, -1.671126, -0.096663, 2.126777, -0.775927, -2.211548, -0.770341, -1.454590, 1.027943, 3.566283, 1.024894, 5.417069, 0.839225 +2.522217, 1.567325, 0.116863, -1.321957, 2.752525, 2.617618, -0.324716, 1.684570, -3.026952, 1.080052, -0.178259, -1.835993, 1.902451, 1.479744, -0.133840, -0.245071, 1.008444, 2.098242, 0.207853, 5.920572 +1.372418, 2.793566, -1.856632, -1.261330, -1.030740, 0.620659, 3.102664, -1.025675, 0.615406, -2.323463, -1.000092, 2.968738, -1.177900, 1.142976, 0.464446, -1.371939, 5.941507, 2.868960, 5.037153, 2.287004 +-1.888794, -2.801126, -0.590800, -0.455613, -2.903417, -1.219536, 3.118031, -1.901959, -2.456373, 3.030097, 0.179315, 1.228169, -2.092564, -0.793615, 3.044054, -2.406620, 4.792212, 4.020662, 3.755954, 2.357572 +-3.050917, -2.239681, 1.051422, -1.320826, -2.287073, -2.136067, 1.804325, -3.035005, -1.076096, -2.997274, 1.543747, -1.643293, -3.052195, -2.212375, 2.108141, -1.909254, 5.337990, 4.375748, 3.427438, 4.355831 +-0.422219, 0.287498, -1.002461, -0.699284, 0.243392, 2.800671, 1.499626, 0.873355, -0.930146, 0.502036, -1.471785, -1.843884, 0.531209, -2.196702, 1.880036, 1.562797, 0.178827, 3.195017, 5.786021, 6.109114 +-0.601507, 0.361469, -2.626682, -0.132346, -1.042111, 1.825727, -2.200034, -1.345026, -1.106687, 0.044634, 2.695207, 0.757263, -0.659406, -0.836627, -1.092963, -2.276289, 1.643618, 4.095990, 4.826717, 1.477371 +-1.967844, -2.530678, 2.427645, -3.015920, 1.182060, -2.562343, 2.936158, -0.105371, -1.970740, -1.860884, 1.975108, 2.156618, 1.214447, 0.177392, -1.215730, 0.788233, 0.785784, 5.093021, 0.919383, 3.121290 +3.032890, 1.154459, -0.463358, -2.850223, 0.785632, 1.896144, 1.682474, 2.201441, -2.412087, 0.957664, -0.432191, -1.799463, 0.556697, 2.204389, 0.394905, 1.826978, 2.464663, 3.232582, 5.064069, 0.648781 +0.989092, -0.682276, -0.903756, -1.170166, -1.319831, -1.746982, 3.085573, -2.482828, 1.186003, -1.223880, -0.578153, -0.187059, -0.626584, -0.592291, -2.383449, -3.042620, 0.330739, 2.429258, 4.101368, 3.652994 +2.848224, 2.073488, 2.772989, 0.790606, 2.005604, 2.218809, -0.746150, -0.337528, 2.344248, 0.283312, -2.754927, 1.739496, 1.701880, 2.783925, -0.984803, -1.590221, 1.429357, 1.990888, 4.256346, 5.830107 +-2.043829, 2.766236, 1.813495, 1.948586, -0.858306, 0.495731, 2.203165, 0.073035, 2.778361, -2.926917, 1.672992, 1.883714, -0.896846, 0.291219, 2.786949, 0.338523, 2.902136, 3.021218, 2.266525, 4.261565 +2.372875, -1.380784, 0.459531, 2.273415, 1.843410, -2.815806, 0.340089, -1.628219, -2.821716, -0.820018, -0.242399, 2.218005, -2.241547, -2.788189, 0.043162, -0.759854, 2.066900, 4.196590, 5.483566, 5.637990 +2.942114, -1.343370, -1.744443, -1.223057, -1.057362, 0.400306, 3.034395, -1.779573, 3.110601, -1.879564, -0.997805, -1.312793, -1.558238, -0.420879, -2.468018, -1.086550, 4.398433, 0.943064, 4.993233, 3.002630 +1.596825, 3.025021, -0.991242, 0.083133, -2.344547, 0.448773, 1.978200, -0.690486, 2.066600, -1.622351, -1.258884, 0.703357, -2.264814, 1.021901, 3.057045, -0.340197, 0.747722, 2.809391, 5.296228, 0.607352 +-0.474578, -1.690713, 1.702263, -0.549484, 0.909194, 2.182230, 1.760387, 0.229960, -0.675574, 3.072235, 2.255444, -1.118925, 0.206201, 2.773400, 1.647804, -1.139684, 5.848570, 5.791669, 2.820535, 0.319524 +-0.706484, -0.613812, -0.694163, 0.730349, -0.399600, 2.548395, -1.324765, 1.755389, -0.518154, -1.768152, 0.178690, 1.232790, -0.307303, -2.673603, -1.684045, 2.648590, 1.106084, 4.348603, 2.018928, 3.797447 +0.396569, -1.009336, 0.741334, -2.171477, 1.997577, -0.007716, 2.031067, 1.024884, 0.180782, -0.462313, 0.582323, -2.087186, 2.931169, -0.398118, 1.440552, 1.058804, 3.889039, 1.017052, 3.510785, 1.146593 +1.300437, -1.061235, -3.057699, 2.198046, 1.679245, 0.948830, -2.841413, 0.516623, 1.798709, -0.685308, -2.810093, 1.826702, 1.507143, 0.041117, -2.516801, 0.205691, 3.303504, 0.112406, 5.899112, 3.568516 +2.348410, 0.528174, -0.846036, 1.085621, 2.204823, -2.802252, -3.061281, -0.615467, 2.263122, -0.607945, -0.766195, 1.141054, 1.784213, -2.689748, -0.320412, -1.728530, 1.729952, 2.274079, 3.907317, 5.813031 +-2.420752, 2.127303, -1.711806, 0.667793, 1.725126, 0.965554, -1.167531, -0.762348, -2.381745, 1.555748, -1.471324, 1.158070, 2.316886, 0.903257, -0.853063, -1.418578, 0.695627, 3.190329, 2.879337, 0.094555 +-2.967009, 2.018289, -1.057584, 2.766842, 0.859645, -0.187452, -3.030198, 2.047264, 2.900533, 1.050350, -2.145359, 2.229050, 1.820796, -0.336935, 2.909519, 2.418136, 2.107364, 4.452348, 4.087782, 1.469079 +-1.510735, 0.731494, 2.281942, 1.514872, 2.942681, 0.597270, -0.626112, -1.902794, -1.928641, 2.554835, 2.754728, -1.515394, 2.480668, 0.677676, -0.630086, -0.521048, 4.851239, 4.954421, 4.627355, 0.387922 +1.436291, 2.447731, 0.832310, 1.666223, 3.030717, 0.417923, -2.631673, -1.695324, 1.154152, 2.561571, 0.469855, 0.757460, 2.714272, -0.088744, -2.985391, -1.737046, 1.816177, 3.417531, 1.799363, 0.029101 +0.102338, -0.522755, -0.277396, 1.310064, 0.620473, -0.802384, -1.058522, 0.940934, -0.106109, -0.487261, -0.045315, 1.657225, 0.824731, -1.322239, -0.528407, 0.690689, 5.560374, 1.325139, 1.335918, 4.032187 +-1.112661, -3.056516, 2.457702, -0.597866, -1.217797, -1.000014, -0.039178, 2.602145, -2.856119, 2.686214, 1.533129, -1.236972, -1.217388, -1.960774, 0.097053, 3.002049, 2.330458, 4.056530, 3.864661, 4.278907 +-2.152316, -0.852676, 1.567234, -0.307169, -1.484196, -1.802114, -1.812276, -2.301957, -1.754330, -1.480028, 1.564027, -0.903816, -0.966059, -2.035804, -1.803903, -2.416544, 3.636512, 2.654790, 0.245042, 2.609126 +0.044419, 2.485763, -2.791126, 2.095692, 0.413208, -1.659585, 1.905197, 0.588804, -0.015578, 1.750735, -2.699065, 2.384248, 0.598344, -1.036840, 1.982809, 0.484226, 5.825559, 5.457007, 0.885929, 3.598689 +2.744926, 1.722792, -2.739195, -2.843254, -1.031467, -1.954622, 3.024439, 2.988382, 3.081253, 2.302472, -1.335921, 2.601373, -1.384596, -1.871379, -2.776461, -2.471560, 4.569726, 0.231830, 5.997942, 6.138058 +2.394464, 2.055451, 0.497070, 2.543944, -2.067771, -1.075487, 0.534567, 1.946150, 1.293400, 1.854702, 2.101128, 2.651522, -1.118294, -1.120501, 0.639656, 1.913832, 5.956493, 5.303221, 5.251548, 1.793092 +3.020679, -1.945217, 2.915765, 2.702601, -0.947575, 3.103249, -3.079417, -0.082819, -3.139150, -3.039933, -1.375170, 2.091705, -0.976294, -2.820714, 2.285514, -0.494067, 4.210082, 5.125154, 0.163652, 3.663403 +-2.754441, 0.802151, 0.762034, 1.188148, 2.797080, 2.660559, -0.184678, -3.069923, -2.473098, 0.939426, 0.313776, 1.295320, 1.518163, 3.020879, 0.172251, 3.100028, 6.240546, 2.820475, 5.705830, 1.881775 +-0.103129, -2.599824, -2.324802, 0.741294, -1.739845, -1.619557, -0.078371, -1.015433, -0.152385, -2.550585, -2.382717, 1.162208, -1.942108, -0.828131, -0.428750, 0.284931, 1.842973, 4.219381, 2.403172, 0.274138 +0.734456, 3.112179, 1.709084, 2.913211, -0.600099, 0.792320, 2.257315, 1.401666, 1.007133, -1.450574, 1.362935, 2.723527, -0.489097, 1.051809, 2.441831, -0.454627, 6.148829, 2.378686, 2.316786, 1.968308 +-2.411770, 1.449365, -1.970447, 2.724844, 1.514291, 1.975572, 1.728917, 2.045527, -2.415306, -0.048637, -2.114867, -2.987999, 2.023462, 1.748170, 1.958343, 2.045379, 0.897479, 2.858249, 0.241530, 1.512814 +-1.548590, 2.583409, 1.384795, -0.689849, -1.614645, 2.993037, -2.430491, -0.892453, -2.057822, 2.130440, 2.350566, -0.821839, -1.481736, -1.780386, -2.631465, -0.874235, 3.163235, 0.706740, 1.045696, 1.582302 +-0.935126, 1.943304, 1.401387, -0.338520, 2.672214, -1.043107, -2.304376, -3.063237, -0.979864, 1.521394, 2.200473, -0.313401, 2.794153, -1.419500, -2.241416, -2.656120, 4.546098, 5.382987, 0.902989, 3.401757 +2.353668, 0.628459, -1.314989, 2.905406, 0.937220, 1.681983, 0.177357, -2.766766, 2.132372, 1.077305, -1.926321, -2.334806, 1.819248, 1.431995, -0.582239, -2.472400, 2.992297, 3.972743, 1.137633, 6.144546 +-1.372164, 1.580749, -1.711064, -2.278139, -1.488267, -2.724801, 3.001594, 0.366116, -2.097929, 1.887172, -1.201217, -2.835240, -1.080551, -2.129344, -2.763244, 0.329854, 2.860431, 1.144053, 4.992656, 1.912023 +-1.088232, 2.014878, -1.135582, 1.164084, -1.889179, 0.854125, 2.315650, 1.721773, -1.125304, 1.491563, -2.049164, -0.994127, -2.065569, 1.502772, 2.146444, 0.550048, 2.977411, 3.414183, 5.103118, 3.397328 +0.908150, 0.326290, 2.533847, 0.374744, 1.788217, 2.321879, 1.521059, -2.109683, 0.109511, 0.108250, -2.868204, 0.258177, 0.924700, -0.886157, -3.012139, 1.636781, 3.586818, 3.635017, 2.228280, 1.734939 +2.465500, -2.823151, 0.516798, 2.637634, 1.114246, -1.111791, 1.590728, -2.500708, 2.054749, -2.038403, 0.262643, 2.504091, 1.651878, -1.496978, 2.334330, -2.313453, 2.703439, 3.934942, 4.175659, 6.146260 +1.477708, -1.876210, 2.219504, -2.080127, 1.877628, -2.957165, -0.626789, 0.994883, 1.768312, -0.821972, 2.288110, -1.987881, 2.344388, 2.321624, 0.421396, 0.453435, 2.927850, 4.833375, 4.690470, 1.085245 +3.042233, -2.484790, -2.203371, 0.840657, -3.115435, -0.707457, -1.798611, 2.453608, -2.450438, -2.486991, -1.896065, 0.401631, -3.051133, -1.800633, -0.896190, 2.215698, 0.073202, 3.192246, 4.001983, 2.988921 +-1.408161, -1.136981, -2.907116, 1.127375, -0.741234, -1.949825, -1.223469, 0.007373, 1.431813, -0.684506, 3.037370, 1.017889, -0.008312, -1.589398, -1.807796, 0.827997, 2.149394, 3.086807, 4.130585, 5.148437 +2.511197, 1.616545, 2.637420, 0.427425, 0.420028, 1.870280, -3.049799, -1.458878, 2.123120, 1.477711, 2.258167, 0.199960, -0.641449, 2.296313, -2.316484, -1.492630, 3.351960, 2.796359, 0.412378, 1.031454 +-0.729009, -0.501846, 3.038601, 1.219595, 1.759954, 1.545883, -1.255154, -2.966991, -0.625366, -0.248592, 2.074861, 0.860563, 2.109804, 1.838943, 1.431944, -2.728507, 5.252240, 5.239148, 4.499738, 1.747396 +-1.982097, 2.475672, 2.119401, 1.953156, -0.297501, 0.986260, 2.127996, 2.643245, -2.408938, -2.859762, 2.204916, -2.470613, -0.679982, 1.495184, 0.487844, 2.867295, 2.279598, 2.821254, 2.035788, 1.686784 +-1.500558, 1.011960, -1.519132, -2.475170, -0.977268, -0.497477, 0.576454, -1.122435, -3.094592, 0.678082, -1.007425, -1.438254, -1.605911, 0.246425, 1.650842, -0.676714, 2.477826, 5.768702, 0.942678, 3.597605 +2.137323, 0.734299, -1.395052, 0.889510, 2.715555, -2.358820, -1.189925, -2.602877, 1.223379, -0.081782, -1.632266, 1.131596, 3.061919, -1.961264, -3.067965, -2.449849, 1.430307, 1.624521, 2.584978, 1.713367 +1.654000, 1.006970, 2.075999, -2.956593, 2.751265, 0.185192, 1.691357, -1.748036, 1.926179, 1.965266, 2.143808, 2.567982, -2.585298, -0.642398, 1.743105, -2.719485, 1.877921, 5.091024, 2.515830, 4.704628 +-1.833868, -1.999400, 2.909419, 0.432603, 2.672583, -0.763665, -2.077537, 1.752906, -2.407917, -0.313213, 2.921480, 0.142234, 2.348398, 0.434962, -3.040903, 2.457631, 5.444471, 2.763065, 5.451303, 4.097676 +1.431570, -2.266222, -0.895224, 1.295327, 1.833052, 0.883720, 2.890953, 1.252785, 1.476080, -1.914648, 0.551477, 0.819405, 0.671580, 0.733496, 1.953718, 1.253348, 3.018563, 1.382502, 4.287456, 3.735073 +1.227601, -1.599670, 2.672373, 1.496482, 0.528497, 2.367567, -0.748443, -2.017932, 1.683252, -2.472428, 3.003420, -1.474346, 2.191266, 2.437500, -1.168243, -2.159207, 4.527087, 5.515289, 4.359256, 0.521450 +1.841034, -1.588622, -0.037301, -1.458121, -1.077952, -1.516362, 1.512332, -0.936762, 0.023799, -1.016379, 0.088130, -1.067421, -1.397724, -1.053141, 1.535215, -1.265438, 5.520103, 3.104984, 4.808154, 2.394884 +1.703285, 1.154803, -2.369085, 0.863154, 2.475336, 0.095527, 0.701251, -1.405944, 2.223287, 1.037872, -2.611184, 0.671153, -3.128074, -0.277534, -1.238381, -1.481766, 2.104564, 5.032856, 1.667834, 0.542791 +-1.568799, -1.385551, 2.154134, 1.590167, -2.230045, -2.051361, -2.105540, -1.383539, -1.480046, 0.246992, 2.021807, 1.481419, 3.075024, -1.262298, -2.308818, -1.359148, 3.798844, 3.436911, 6.234592, 6.076557 +1.669813, 0.435239, 2.669606, -2.508404, 2.592895, 1.384433, -2.199859, 0.864828, 1.380658, -0.514214, 3.016965, 2.316020, 2.018114, 2.559066, -1.383111, 1.280901, 2.020477, 4.463514, 5.813439, 1.643575 +-1.633159, 2.129796, 0.266420, 1.997241, 2.340261, 0.889490, -1.296790, 2.123658, -2.003034, 1.312005, -0.550543, 2.778074, 1.576941, 1.269865, -0.909235, 1.217419, 5.576084, 3.263899, 1.030370, 2.162286 +-0.037859, -0.205105, 0.923061, -2.352115, 0.798433, 0.418005, 2.547066, -2.570254, -0.835227, 2.961393, 1.172717, -1.231246, -0.169673, 0.443164, 1.971263, -1.675605, 5.522611, 6.070285, 2.813058, 4.922369 +1.453557, -1.373419, 3.113958, -0.115335, 0.779946, -0.940860, 1.119396, -2.168110, 2.639135, -0.926964, -2.689622, 0.798068, 0.975623, -0.164076, 0.956570, -0.913971, 4.049683, 2.314279, 2.049831, 2.283446 +2.541912, 0.563868, -0.792272, -2.177783, -1.381234, -2.457837, 1.773378, -2.464059, 1.522050, 0.232537, -1.043667, 3.028127, -0.705759, -1.138673, 1.194300, -2.402506, 5.122508, 1.893969, 5.302079, 4.641841 +1.128720, -2.869257, 1.912290, 2.376906, -1.058286, -3.055680, -0.432409, -2.397794, 1.288737, -2.795146, 2.383997, -2.264009, 0.651743, -3.090854, -0.681945, -0.227084, 6.212751, 5.924937, 4.803305, 0.020889 +2.716181, 2.524566, 0.266182, -2.227220, 1.209728, 2.245612, -2.913174, 1.067839, 3.031426, 2.747732, 0.481800, -1.411067, 1.079201, 2.704977, -2.959410, 1.459784, 2.357276, 1.513007, 2.646991, 1.159382 +-3.009968, 0.461277, -1.266222, -1.852853, -1.836949, 2.308434, -2.123642, 0.740519, -2.442672, 0.385808, -0.331357, -1.281063, -1.883550, 2.224648, -1.198312, -0.623094, 4.846917, 3.513473, 3.389864, 1.112334 +2.792773, 1.809437, 0.592423, -1.537287, 1.079631, 1.857933, -2.691259, -1.876723, -2.619901, 2.159311, 0.611160, -2.104160, 0.684423, 0.415298, -2.928750, -1.633025, 2.410781, 2.615816, 2.098835, 3.414009 +0.258650, -3.107055, 2.037984, 2.633737, 2.819876, 0.451191, 1.061096, -0.438319, 0.162814, -2.050106, 1.322268, 2.749876, 1.686117, 0.523958, -0.202322, -1.183631, 3.204659, 2.655864, 3.184106, 4.087768 +2.447757, -1.198005, -1.849800, 2.862144, 1.452832, -2.275205, -2.314868, 2.104574, 2.786962, -0.579720, 2.739654, 2.553202, 1.187643, -2.351205, -2.860740, 2.660140, 2.382596, 3.473210, 4.164669, 1.316467 +-2.594126, -1.826882, 2.886921, -1.690717, -0.284071, -2.651401, 1.687419, 2.559762, 2.930620, -0.440864, -3.082517, 2.024829, -0.306843, -2.452208, 2.305353, 2.292030, 2.878197, 4.478284, 1.708846, 5.414140 +-0.612452, -2.740574, 1.106247, 3.033263, 0.477738, 1.442215, -2.040483, 0.925884, -1.639210, -1.766744, 0.062265, -2.964726, 0.745950, 0.802233, 0.882745, 1.035191, 0.134714, 1.298359, 0.934236, 2.324038 +0.049424, 1.537577, 0.753210, -2.794364, 1.470104, -0.205084, 1.589412, -1.540775, 2.429979, 1.803906, 0.371731, -2.579378, 1.388843, -0.131763, 1.521566, -1.475241, 4.763657, 4.950692, 3.940564, 4.335139 +0.976845, -2.949560, 2.148286, 0.916052, -2.935630, 1.635737, -0.034133, 0.688331, -0.658589, -2.573695, 1.939223, 1.714915, -3.026273, 1.429183, -1.560015, 0.416245, 1.958785, 1.313823, 4.169032, 4.678802 +-2.771147, 1.163747, -1.807337, 2.550270, 2.295625, 2.139652, -1.412276, 2.911866, -2.734571, 0.787686, -1.838476, -2.680191, 2.013161, 0.884845, 2.164881, 3.054684, 0.475523, 2.979786, 3.219613, 0.821050 +-0.714760, 2.770249, -1.658436, -2.460000, -0.100741, -2.124576, 1.957506, -1.825653, -0.641815, 2.838957, -1.499551, 3.008743, -0.162943, -2.500330, 1.004115, -1.979015, 0.815501, 5.637513, 5.984116, 4.285653 +2.781829, 2.779944, 0.916901, 1.773179, 2.661335, -1.856422, -1.977616, -2.420221, 2.043529, -2.270528, 1.296567, 0.628047, 2.749640, -2.045411, -2.320661, -0.965101, 0.840021, 5.359663, 1.060715, 0.647042 +-0.188863, 0.981022, -0.734796, 0.586030, -0.950485, 2.188176, -1.913176, -2.347784, -0.536013, 1.728365, -1.831935, -0.125126, -0.948710, 0.805061, -2.096623, -1.501318, 1.139348, 3.113987, 2.647972, 1.761754 +0.201239, 1.103673, 1.186548, -0.481436, -0.833426, -2.828228, -1.390401, -0.486114, -0.104090, 0.670568, 0.779423, 1.323134, -1.368239, -2.413608, -1.478654, -0.412783, 0.632187, 1.724555, 0.203852, 0.967550 +-1.908019, -1.132764, 3.004129, -1.282627, -2.669666, -0.147289, 2.429358, 1.471178, -1.939740, -2.000284, -1.344071, -1.470462, -1.653118, 0.251619, 2.625107, 1.232445, 4.577684, 1.280053, 0.849698, 6.094635 +1.732344, 2.347401, -2.145971, -2.723167, -1.591610, 1.514960, -1.676135, 1.902897, 2.818600, 0.672044, 2.377198, -2.910823, -0.806619, 3.140026, -2.947726, 1.028343, 6.142452, 2.420824, 3.822106, 0.820270 +-1.468490, 2.145843, -2.909728, 0.713178, -1.612196, -0.209228, 0.099451, -0.220665, -0.758725, -3.108383, -0.617110, 0.104172, -0.548431, 2.003974, 0.010992, -0.158664, 3.080686, 4.346571, 2.810277, 5.790673 +-2.522148, 1.598769, -0.985692, -2.596432, 0.692952, 1.955880, -1.399832, 0.345146, -2.299697, -0.732828, -1.793531, -2.680715, 1.391726, 1.861906, -2.030848, 0.137049, 1.829196, 2.728536, 2.385524, 2.251286 +-3.034440, 1.714802, 2.215428, -1.627782, -1.413936, -1.180222, 0.495924, -0.837791, 2.920328, 1.537863, 2.448217, -1.989137, -1.535563, -1.319120, -0.189636, -1.122121, 4.448377, 5.748605, 3.571833, 2.465574 +-1.755274, -2.828577, 2.833359, 0.661257, -1.358818, -1.014790, 0.456169, 0.076637, -1.036961, -1.979029, -3.080301, 0.663700, -2.351297, -1.078268, 0.090178, 0.620550, 3.114091, 3.843367, 2.993657, 5.545291 +3.002719, 0.684903, 0.706584, -1.576166, -0.894928, -1.713847, -0.365455, -2.462378, -2.460619, 1.448535, 0.134014, -1.568470, -1.843842, -1.160140, -0.381812, -2.097557, 4.175395, 1.028944, 5.942056, 4.038544 +-2.183426, -0.253547, -1.964388, -2.917650, -0.302075, -0.294678, 2.730228, -1.800988, 2.325379, 0.786199, -1.817612, -2.484689, 0.043100, 0.491524, 2.246727, -1.436861, 2.485501, 0.548225, 5.517345, 4.718638 +-2.038977, 2.251493, -0.458697, -1.205067, 0.431681, 1.383178, 2.838194, 3.100424, 3.104876, -2.236147, -0.008104, -0.310269, 1.074874, 0.637764, 2.781351, -2.932310, 1.607296, 2.648514, 3.903688, 4.387829 +2.405062, 0.138694, -2.496580, 0.488261, 1.300659, -0.053727, 1.121872, -0.760587, 2.668106, 0.216875, -0.482589, 0.285820, 2.272804, 0.251961, -0.673164, 1.669063, 2.577464, 6.198219, 1.374708, 0.272326 +-1.044459, -0.548476, 2.914603, -2.465906, -2.547534, -2.138200, -1.589956, -2.293504, 0.123984, -0.731868, -2.803639, -2.249940, -1.791462, -0.440659, -1.615513, -1.224603, 3.591994, 2.686676, 4.958538, 4.759410 +-0.483152, 1.936724, 2.630166, 0.056198, 2.236590, -0.813066, -0.945643, -2.767768, -0.164130, 1.078844, 1.739002, 0.616203, 2.736396, -0.787915, 2.658418, 3.093427, 4.529747, 5.159527, 4.598662, 2.711569 +3.017169, -3.074235, -2.922331, 1.808272, 2.070558, -1.799510, 1.082996, -1.794222, 2.292977, 2.725768, -2.985447, 2.187259, 1.326831, -1.520063, 1.792270, -1.472293, 1.195458, 4.873745, 1.839336, 6.269134 +2.532691, 1.690427, -2.989342, -2.644127, -0.069048, -1.594027, -2.123042, 2.399471, 1.688831, 1.831034, 2.244731, -2.441303, 0.914582, -1.227058, -1.931085, 2.539586, 3.819542, 6.186785, 5.112384, 0.244656 +2.462591, 1.276965, 2.331555, 2.293474, -0.363582, 0.924634, 3.075230, -1.119022, 2.183154, -0.017817, -3.048496, -3.069851, -0.741456, 2.811174, 1.694257, -1.414649, 4.184176, 4.081586, 0.876401, 5.108733 +0.701825, -0.418983, 2.954629, 1.108920, 1.693456, 1.796669, 2.863138, 2.234463, -0.126510, 0.428126, -2.733890, 1.340011, 0.437792, 1.741505, 1.869023, 1.749415, 3.887904, 4.905499, 0.465418, 2.939803 +1.175580, -1.373280, -0.143651, -0.659356, 0.294738, -1.263048, 2.460075, -1.946612, 1.446136, -1.889916, -1.546914, -2.727729, 0.497234, -1.714280, 2.997964, -2.386062, 4.812866, 2.636328, 3.966761, 2.605968 +-2.137810, 1.174922, -0.084466, 1.449177, 2.606184, 0.012259, -1.104263, -1.946521, -1.662694, 1.207322, 0.021978, 1.721009, 2.556170, 1.320290, -0.721262, -1.636965, 5.814811, 5.096005, 1.188729, 0.497345 +-0.631845, 2.724909, 1.390464, -0.777558, 2.270314, 0.588239, 0.449711, 2.996235, 1.214607, 2.717346, 0.378276, -1.890544, 2.374627, 1.354958, 1.238598, 2.384917, 4.644716, 2.970037, 4.443011, 4.064509 +-1.210051, 1.225011, 2.295443, -2.923180, 1.598602, -0.163990, -2.504420, 0.485716, -1.149619, 1.242493, 0.817491, -2.432683, 2.514186, -1.021477, -3.101105, -0.090227, 5.894634, 5.222165, 0.208976, 2.437464 +1.042522, 0.079511, 1.769962, 1.946364, -0.813938, -2.273420, -2.226401, -2.681741, 0.685666, 0.359708, -3.117797, -2.152605, -0.351098, -2.964566, -2.137596, 2.687741, 6.054602, 2.193910, 0.456439, 0.735376 +-1.141678, -1.575361, 2.394629, 2.737315, -3.064165, 2.721019, -0.071172, 1.042697, 0.978629, -2.567622, 2.534905, 2.999758, -2.331448, 2.256504, -1.390416, 1.053820, 4.205843, 5.137527, 3.959729, 2.503174 +-2.372758, 0.131630, 0.030550, 0.127402, -0.309359, -0.097803, -0.028797, -2.514723, -1.918327, 0.641677, 0.127887, -0.222914, -0.831471, 0.645997, -0.732803, -1.024163, 2.682117, 6.249358, 6.281432, 2.387322 +1.950990, -1.144036, 2.575436, 0.224944, -1.804283, 0.989526, 0.343298, -0.303999, 1.074375, -2.355988, 1.842012, -0.292369, -1.734137, 1.840338, 0.176509, -0.798381, 6.136477, 0.154510, 3.364452, 0.079055 +0.146773, 1.449638, -2.580064, 0.540217, -0.166557, -0.934501, 1.659727, 1.028457, 0.428432, 2.140688, 2.763489, 0.186823, -0.056185, -2.112314, 1.873711, 2.157018, 0.019784, 5.768047, 0.920337, 4.714511 +-1.982380, -0.215923, -1.340546, 1.975512, 1.097075, -0.199197, -1.026892, 3.086263, -2.735777, -0.459887, -0.200065, 2.094360, 1.657294, 0.205592, 2.052552, 2.487307, 0.885305, 0.415120, 2.367438, 1.221410 +-0.415847, 2.096773, -1.125702, -3.082992, 2.379910, -2.133943, 0.368945, 0.596712, -0.610559, -1.827249, -0.185842, 2.953544, -2.127046, -0.830565, 0.093945, 0.525016, 4.319123, 0.037169, 0.756757, 2.486280 +0.438831, -2.674565, -0.444804, -0.188890, -0.667039, -2.506695, 1.394290, -1.290675, 0.253663, -1.810203, 0.447529, 1.652564, -0.334637, 2.369938, -2.845285, 0.594127, 0.228208, 5.181260, 5.333699, 1.479565 +0.844172, 2.713097, 0.440596, 0.909368, 1.068743, 2.059952, -0.072014, 1.235973, 2.177499, 1.747202, 1.373557, 0.160606, 0.903725, 2.491907, -2.455507, 1.825461, 4.370270, 1.510136, 5.914603, 4.137844 +-2.535483, 0.621402, 0.313854, 0.470952, 0.902631, -0.374391, -2.261100, 0.497219, -2.748072, -0.645158, 2.223041, 0.915058, 1.051987, -0.810972, -1.474586, -0.261041, 1.632853, 6.036174, 1.947246, 5.315014 +2.172523, 1.128861, -0.354282, 1.487710, 2.522242, 2.557697, -0.125491, -1.559018, 1.842064, 2.751576, 0.111769, 1.131667, 1.624645, 1.660499, -0.509121, -1.429394, 1.588421, 2.596627, 0.479773, 0.071308 +-2.084847, -1.075053, -0.053557, -0.461694, -0.962387, -3.056978, 0.412602, -0.955428, -3.058601, -1.908029, -0.898486, -0.163854, -1.157610, -2.678645, 1.521641, 0.361141, 3.047233, 4.132030, 5.924141, 1.417122 +-1.797939, -2.238791, 2.615219, 0.576003, -2.725414, -1.082911, 0.545110, 1.750282, -1.411314, -2.332847, 1.642495, 0.607813, 2.851544, -2.290519, -0.162632, 3.137556, 4.523353, 3.321702, 3.122857, 3.956901 +-0.612135, -1.722517, -2.748414, 0.831913, 1.741532, -0.992142, -1.021932, -0.860335, -0.746491, -2.410308, -3.034957, 0.532086, 2.063073, -1.041333, -1.242959, -1.122750, 5.153788, 2.714658, 3.770346, 0.028423 +-2.494691, -0.575342, 2.931778, 0.149383, -2.110724, -0.794949, 2.655012, 1.144522, -1.973536, 0.297034, 2.301724, -0.406481, -1.882266, 0.077769, -2.931290, 1.700376, 4.605415, 1.370291, 0.696396, 4.989281 +-0.224365, -0.796376, 3.076864, -2.661976, 0.717219, 1.689686, -0.575886, -2.407887, -0.042002, 0.223323, -2.879629, -2.324037, 0.544305, 2.162718, -1.060380, -1.953485, 5.790331, 5.389875, 3.782207, 5.069863 +-0.425896, 1.015873, 2.890543, 0.075150, -0.885780, 2.129997, 0.509322, 2.554122, -0.699068, 0.772240, 1.789316, 0.060408, -1.776631, 2.375313, 0.935209, 1.990298, 1.311676, 3.137315, 2.883321, 3.653913 +3.137424, 1.431876, -1.981297, 3.058751, 0.879044, -2.973099, -0.492014, 3.115953, 2.777094, 0.787086, -1.091003, 2.402920, 0.594486, 0.217803, -0.842822, -3.025174, 2.266717, 1.541223, 2.473310, 0.108481 +-2.357506, -2.487005, -1.205098, 0.074684, 3.014963, -1.202065, 2.852936, 1.291622, -2.379525, -1.489358, -1.063382, -0.372887, -2.679225, -1.658451, 3.096953, 2.040178, 5.625728, 3.689070, 4.635347, 4.916880 +0.045226, 1.826603, 2.695248, -2.040029, 2.774099, -1.639250, -2.527583, -2.825741, -0.050618, -1.810314, -3.071376, -2.022409, 2.993676, -1.972739, -2.284300, -1.743675, 3.463861, 6.095833, 6.115520, 4.865770 +0.666418, -2.345655, -1.842672, 0.804052, 0.161415, -2.185139, -0.722752, 1.989701, 0.645431, -2.142806, -1.612103, 0.670364, 0.024822, -2.375770, -0.125123, 1.383511, 5.455353, 4.530795, 2.565424, 3.489433 +0.681518, -0.593166, 2.063441, 1.410590, -0.331869, 2.771285, -0.184309, 2.391892, 0.409631, -0.794267, 1.905511, 2.401659, -0.022945, 1.243771, 0.136505, 2.280199, 5.933537, 4.105066, 4.404053, 2.480703 +-1.388286, 0.849792, -1.133498, 1.038322, 0.819949, 2.024842, 0.591318, 1.861322, -1.129821, 0.672917, 0.830326, 1.000690, 1.241614, -2.927349, 0.805249, 1.596038, 0.568338, 3.408551, 0.542181, 3.383542 +0.782902, -2.179965, 0.150648, 1.300963, 0.131418, 1.366118, -1.652802, -0.448889, 1.030541, -1.318298, 0.434816, 0.909701, -1.107783, 1.432730, -0.878129, -0.135874, 5.368865, 0.813847, 1.502154, 5.431112 +0.069998, 1.309012, -2.004683, 1.752672, 0.764628, -0.254338, -0.129680, -0.606281, 1.066488, 0.482581, -0.792526, 1.694915, 0.095387, 0.031172, 0.738761, 0.235211, 5.448559, 5.228511, 2.134363, 5.136794 +-3.084092, -0.571715, -2.475747, -0.428695, -1.359513, 1.287877, 0.015644, 0.844902, -2.536290, -1.624670, -2.535039, -0.218422, -0.109110, -0.191568, -0.401608, 0.886960, 4.443605, 5.567023, 2.460104, 5.866978 +3.139155, 0.399258, 0.289946, 1.365397, 1.795899, 0.796416, 0.404970, 2.931364, -1.232221, 0.653403, -0.131820, 1.377292, 2.651838, 0.499585, 1.125134, 2.792253, 1.348132, 5.087512, 5.588269, 1.986425 +-2.956745, -2.653297, -1.150011, -0.250877, 0.713535, -0.123564, -1.117358, -3.063524, -3.085042, -1.813610, -1.069487, -0.418889, -0.025685, 1.073017, -1.290545, -2.154046, 2.243210, 2.776861, 2.267369, 3.314402 +-1.223188, 1.471695, 1.924188, 1.778312, 0.503322, 2.930657, -0.168237, -2.420431, -1.134200, 1.586814, 0.890004, 0.072225, -0.686958, 2.237776, -0.970074, -2.017636, 0.719866, 1.880834, 4.527234, 0.642119 +-0.134364, -0.246828, -2.881197, -1.293884, -0.068179, 0.145154, 0.644434, 2.396304, -0.500227, -0.032650, -2.356725, -0.507239, -0.174731, 0.388958, 0.306153, 2.313820, 0.202542, 0.101675, 2.236763, 5.180765 +-2.214193, 1.552357, -0.595873, -0.288430, 2.089967, -2.417064, -2.199469, 1.081407, -2.877360, 1.066343, -1.122152, -0.061829, -0.360114, 0.131631, -1.421724, -0.040673, 0.124226, 0.864707, 2.795342, 5.490208 +-0.271969, 2.990301, -0.223343, 0.289764, -1.221286, -0.539435, -1.874232, -1.882025, 0.229407, 2.290212, -0.901650, 0.359396, -0.998024, -0.594123, -1.352975, -1.795792, 1.493255, 3.832319, 2.097576, 1.592262 +0.875993, 2.047072, 0.362445, -0.803106, 2.759238, -2.368967, 0.569197, 2.040390, 0.057064, -3.125185, 0.921653, -0.651613, -1.876506, -1.799348, 0.855231, 0.962070, 2.647954, 0.321895, 5.351543, 5.045901 +0.043745, -2.569691, 1.623328, 2.998261, 0.100441, -2.520056, -0.018167, -2.184651, 0.140256, -1.881731, 2.598317, 2.223978, -0.759951, -1.630095, 0.556290, -2.482853, 6.138999, 5.089747, 4.678024, 5.469576 +2.525383, 0.970021, -0.123188, -2.327920, 1.042875, 0.618637, 0.985123, 0.353549, 2.368822, -0.009969, 0.104697, -2.271793, 0.419725, 0.662653, 1.749155, 0.789187, 2.714927, 4.694527, 5.421250, 1.974371 +-2.264372, -0.063109, -0.900925, -0.641746, -1.934396, -0.775571, 0.622085, -2.796142, 2.328710, 0.441800, -1.117701, -1.083678, -1.633858, 0.653215, 0.796968, -2.599303, 4.198768, 0.838679, 0.278840, 3.437888 +2.760148, -1.814654, 1.469350, 2.993431, -1.982700, 0.098429, 1.839279, 0.686096, 1.973960, -1.186132, 0.975736, 3.112792, -2.353863, 0.897497, 1.956190, 1.601054, 5.505738, 1.716225, 2.974556, 2.603658 +1.935513, -0.515004, -1.189018, -1.609321, 0.852740, -0.793397, -3.134375, 2.293748, 2.073515, -0.906953, -1.247881, -1.853579, 0.060001, -1.037506, -3.012717, -3.006280, 3.494933, 1.308401, 4.323393, 5.598758 +-2.205863, -0.866034, -0.016742, -0.378612, 2.241341, -0.943877, -2.176709, 2.386570, -1.620068, -2.679982, -0.060708, -1.476450, 1.665547, -0.956491, -2.917519, 2.137406, 6.247707, 1.809911, 2.193451, 4.275227 +0.404573, -2.607743, 1.358919, -0.633033, -0.857372, -0.139791, 0.656689, -0.002476, 1.584183, 2.980072, 1.252823, -1.078210, -0.070285, 0.096723, 0.435607, -0.099464, 0.452798, 2.747535, 4.267577, 0.635509 +2.783075, 0.408903, -0.942451, 1.953710, 0.288678, -0.617154, -0.213336, 0.611006, -3.055701, 1.970360, -0.470656, 1.747281, 0.915314, -1.783112, 0.098196, 1.565491, 3.211432, 0.208251, 1.155786, 3.718469 +-0.131897, 0.276044, -2.186255, -1.315671, 1.731477, -1.481457, -3.060935, 1.203352, 1.260623, 0.888726, -2.852431, -0.219243, 2.254307, -1.623955, 2.545202, -0.222652, 4.683606, 1.205412, 5.247189, 0.112318 +0.508227, 0.135394, 1.397695, 2.623591, -0.055300, 3.075803, 0.058871, 2.401434, 0.465360, -1.268454, 1.511916, 2.836649, -0.499750, -0.858452, 0.453767, 2.372698, 5.830259, 3.071988, 4.826619, 1.258160 +2.845681, 1.050053, 2.007260, 0.614367, -0.864060, 2.208953, -2.207894, 0.455301, 3.013585, 0.947562, 1.357623, 2.033481, -0.782322, 2.428630, -2.057972, 0.742671, 4.301564, 3.024179, 0.200633, 5.213517 +-2.120532, -1.875521, 0.455186, 0.757476, 1.815731, -2.521073, 0.721209, 1.655674, -2.691994, -2.812611, 0.550946, 1.224728, 1.811411, -2.682680, 0.967130, 1.048927, 0.304801, 4.396594, 5.106790, 3.870035 +-1.277607, -2.955396, 1.391701, -1.922217, 1.106977, 0.715409, -2.828783, 0.668304, 0.851013, 2.274146, -1.786572, -2.861890, 1.312649, 0.266530, -2.917138, 0.583486, 0.170630, 2.239988, 1.437082, 1.253913 +0.126783, -1.827544, -1.760005, 0.265390, 0.116144, -3.005776, -0.318411, -2.302762, 0.095712, -2.200062, -1.352000, -0.929466, 0.349991, -2.737413, -0.288086, -1.940923, 6.040258, 4.833320, 2.078416, 2.037372 +-0.459410, 0.910958, 2.482828, -2.324915, -1.205250, -2.794271, -0.129084, -1.196385, -0.481832, 1.668807, 2.552512, -1.910886, -0.563621, -2.988657, 0.985421, -1.506953, 1.664660, 1.883313, 3.929442, 3.521300 +-0.826126, -1.618282, -1.365009, 0.393160, 2.827866, 0.120330, -2.726917, 1.914439, -0.711350, -2.246699, -1.046749, 1.137064, -2.816976, -0.954924, 0.750201, 1.824781, 4.281446, 1.497952, 4.091926, 3.975587 +-0.130328, -1.632189, -2.399423, 2.626697, -1.043750, -0.959239, 0.573985, 2.239519, 1.132425, -0.829698, -0.948502, 2.042332, -0.593444, -1.055245, 1.259459, 2.130715, 1.174078, 2.591428, 1.825438, 1.416970 +-1.085351, -2.885791, -0.556006, 2.099709, -0.999209, -2.469906, -0.233713, -2.918245, -1.190284, -2.906428, 1.539716, 1.157431, -0.653038, -2.441929, 0.375651, 3.098848, 2.084560, 5.355697, 0.789719, 0.818536 +0.340202, 0.520177, -2.692612, 1.204830, -0.613214, 1.861566, -2.034844, 0.294594, 0.124041, 1.004612, -2.265393, 0.641968, -0.316836, 2.133280, -0.606936, -1.083450, 0.273012, 3.901442, 4.727456, 4.783760 +2.833799, -0.806032, 1.387957, -1.318233, 1.944046, 0.274310, 0.031059, -2.714693, -1.356262, -1.046527, 1.509078, -1.858726, 1.937283, -1.134987, 2.054892, -3.013247, 1.505340, 0.531722, 4.864170, 4.032926 +-1.875211, 0.148038, 2.897278, -1.639211, 2.454797, 2.379757, 1.249281, 1.924981, -0.039245, 0.434495, 2.832461, 3.091243, -3.121596, 2.925594, 0.285462, 2.606341, 5.703600, 3.755390, 2.136627, 5.997416 +0.078690, -1.382471, 0.738112, -0.561773, -0.882788, -0.361348, -2.690937, 2.537664, -0.217755, -1.780551, 0.043181, -0.421367, -0.876150, -0.189191, -3.007345, 1.807650, 0.804098, 1.743819, 1.952825, 4.307294 +-1.144380, -1.520524, -0.032343, -1.320311, -2.226010, -2.757730, 2.016862, -1.698214, -0.772952, -1.559755, 0.195240, -3.041990, 2.987566, -3.033389, 0.628813, 2.825677, 3.370390, 4.278253, 4.298666, 3.018525 +1.884525, -1.320119, 2.020012, -1.912797, -0.673640, 0.251315, -1.669999, -0.112160, 2.267190, -1.013039, 1.846778, -2.182466, 0.092919, 0.512988, -1.544198, 1.026984, 5.072300, 1.068804, 5.933173, 2.024957 +-0.710573, -1.906692, -2.333497, -1.554371, 2.059132, 2.259677, 1.565109, 0.486141, -0.600309, -2.288258, -2.701870, -1.322017, -1.784617, 2.404285, -0.112003, 0.688979, 4.934626, 5.930200, 0.768388, 1.068231 +2.088432, 0.569143, 2.239592, 1.600734, 0.951559, -1.930374, -0.659233, -3.032257, 2.822689, 0.945049, 1.130956, 2.088357, -0.173671, -0.605915, -1.973374, 3.032610, 3.243195, 1.361230, 4.702826, 1.431523 +-1.032478, -2.693048, -1.894302, -0.961972, -2.634910, -1.369346, -0.015639, -1.999030, -1.487465, -2.822234, -2.258430, -1.499556, -2.473701, -1.916491, -1.457505, -1.576545, 3.667388, 4.062394, 1.909941, 2.961002 +0.739187, -0.473401, 1.730073, -1.746319, 2.558887, 3.117716, -0.572281, -0.840183, 0.850325, -0.115350, 2.488121, -1.180106, 3.073393, -2.965876, -0.055450, -2.194635, 2.985112, 3.638870, 5.125393, 2.586502 +2.115229, -2.638851, 1.597410, 2.301760, 2.843438, 0.500508, -0.192644, 0.368316, 2.211202, -2.374325, 1.769129, 1.552870, 2.342621, 0.672125, -0.728169, 1.304477, 1.324518, 2.138343, 4.878419, 3.613109 +-2.309365, 2.615624, 3.072436, -0.618555, 0.982946, -0.871725, -0.362831, 1.359998, -2.701814, 2.978809, -0.090477, -3.103603, 1.130540, -1.533184, -0.835902, 1.226932, 1.326419, 4.539285, 3.573580, 5.541742 +-2.250953, 2.030227, -2.862389, -0.800003, -0.886239, -0.745729, -0.291814, -0.048263, -1.670048, 1.272079, -2.392305, -1.619135, -0.849661, -1.525662, -0.818846, -0.163474, 3.137192, 4.998688, 3.154204, 0.848266 +2.595589, -1.862106, -0.071080, -0.299768, 2.634831, 1.907349, 2.882960, -0.401228, 2.957567, -1.172321, 0.081423, -0.826514, 3.056168, -0.318605, -0.333059, 0.185045, 1.052765, 6.237942, 3.471305, 0.700996 +-2.787902, -3.111735, 1.164875, -0.137251, -0.291806, 0.223878, 2.953351, -1.154042, 3.100887, -2.180020, -1.023976, -0.747886, -0.769444, 0.698371, 2.844545, -0.627313, 3.079708, 2.887856, 2.164959, 1.291293 +0.510232, -1.707395, -2.282397, 1.613577, -1.604793, -1.886339, -2.200334, 0.611658, 1.876757, 2.876087, 2.801894, 1.381390, -1.559367, -3.050588, 3.093110, 0.562918, 1.094562, 3.593734, 4.482730, 4.057950 +3.033703, 1.744558, 1.185517, -1.931623, -1.483578, -0.494666, -1.691106, 0.600274, 2.494498, -0.793561, 1.021503, -0.432428, -2.035827, 0.299202, -1.298220, 0.963122, 4.733061, 5.033294, 0.505590, 1.331349 +-0.466145, 1.228488, 0.117451, 0.903414, -2.543227, -3.058238, -0.343568, 2.647965, -1.267886, 0.317436, 0.241380, 0.109079, -1.965707, -2.869969, -0.034476, 3.113010, 3.009372, 1.829751, 0.226117, 2.731807 +-0.267353, -1.544267, -1.678365, -0.577853, 1.835497, 2.765082, 0.505618, 2.382836, -0.564397, -1.373102, -1.267951, 0.986471, -0.072483, 2.215341, 0.322573, 1.867651, 4.715041, 5.062370, 1.172746, 4.478202 +2.442845, -2.992029, 0.798026, -2.024518, -0.934168, 0.932630, -1.269387, -2.326123, 2.458398, 3.121472, 1.255449, -1.377471, -1.642101, 0.615558, -0.945160, 0.017731, 4.774509, 2.059399, 0.471362, 4.350641 +2.545735, -2.651268, -2.903979, 1.785832, 2.659484, 0.476594, -1.094784, 1.216989, 2.424698, -0.560491, -3.040802, 1.477284, 1.719615, 1.318355, -1.622360, 1.921910, 1.077967, 2.174674, 3.998764, 3.280365 +-0.946147, 2.890649, -1.617613, -0.587133, -1.706234, -1.920360, 1.241943, 0.458128, -0.659259, 1.617941, -1.129030, -0.712125, -2.296108, -1.223461, 0.944601, 1.269461, 2.652381, 5.312896, 0.375670, 0.129005 +-0.189145, -2.705613, -2.779560, -2.805867, -0.808189, -2.686299, 0.020878, 0.755522, -1.160776, 2.909703, 3.080706, -2.534324, -0.330513, 2.936723, 0.337476, 1.427563, 0.997334, 5.391912, 2.758683, 2.050345 +-1.648074, -1.588045, 2.173552, 3.003980, 1.068984, 2.047993, 2.316687, 1.884042, -0.311277, 0.578538, 2.391794, -2.340898, 2.707446, 2.894810, 2.008204, 1.190819, 0.579089, 5.823238, 1.792946, 1.395163 +-0.713194, -1.484147, -0.144386, 0.308220, -2.752524, 2.025828, -1.401241, -0.446983, -1.411166, -1.713142, 0.127005, -1.204787, -1.427956, 1.646162, -1.524189, -1.039533, 3.465718, 5.741504, 1.545627, 0.138764 +2.222945, -0.340753, 2.897154, -1.446891, 0.521834, 0.130039, -2.421327, -1.616757, 0.484848, 1.646951, 2.565912, -2.178040, 0.600283, 0.037419, 2.987372, -2.600608, 3.538406, 0.210714, 5.807358, 3.063649 +-0.325495, -3.133962, 1.280727, -1.640897, -2.210676, -1.349635, -2.628131, 1.406657, -1.198214, 0.586995, 0.327770, -1.660919, -1.102464, -0.883649, 2.524837, 0.744088, 2.536171, 4.483597, 1.347404, 0.234240 +-0.874706, 2.392576, -0.263897, 0.369191, 0.893487, -0.993901, -1.109987, -2.107455, -0.168050, 1.855701, 1.024151, 0.005973, 0.246828, -2.738893, -0.230198, -0.798507, 6.264404, 4.884510, 1.373884, 1.738264 +1.526714, 1.233246, 1.477473, -0.057890, -0.069340, -2.587755, 0.267543, -0.870016, 1.735924, 1.288280, 3.138775, 0.575209, -0.829720, -2.189497, 0.296322, -0.541599, 4.825811, 1.354509, 4.538169, 0.927907 +-2.599658, 2.535855, 2.522300, 1.646594, 0.702055, 0.163748, -2.280138, -2.631240, 0.472562, -2.341149, 1.529733, 1.400173, 1.172952, -0.078496, -2.275034, -3.056847, 1.897604, 3.583583, 6.041024, 0.984646 +2.868788, 0.426867, 2.234106, -2.665716, 2.421382, -0.834703, 1.825557, -0.387185, 2.695886, 0.180458, 1.069813, 3.041279, 1.673641, -0.726198, 1.557030, -0.565270, 0.993015, 0.407836, 2.223522, 3.052901 +0.786496, -1.483521, 1.481942, -2.716998, -1.451999, 2.555576, 2.405037, -0.284027, 1.515259, -0.583166, 2.191552, -2.307314, -2.101066, 2.917743, -3.105053, 0.110255, 0.665504, 5.211131, 2.396206, 3.001025 +-0.345558, -2.225452, -2.028637, 1.667950, 1.826326, -1.904194, -2.787653, -0.158658, -0.332137, -2.979856, -1.850138, 1.267683, 2.025107, -1.184617, -3.141251, -0.127047, 4.802417, 4.129646, 4.816290, 4.773893 +2.895767, 0.686928, 2.793747, -2.561618, -1.244178, 0.669151, 1.986949, -1.268278, 2.149392, -0.137014, 2.559006, -2.692399, 0.730849, 0.492687, 1.188470, -1.321121, 4.631596, 4.927107, 1.502490, 3.829895 +0.888397, -0.956979, 2.013507, -2.644642, 2.504715, -0.442996, -2.987032, 1.775821, 0.871217, -0.537230, -3.085370, -2.556094, 1.617973, 2.921559, -2.274286, -2.868813, 2.890073, 1.399975, 0.973525, 0.868821 +2.494363, 1.941230, 0.786865, 1.354453, -2.569661, -2.001419, 0.895934, -2.036655, 2.543990, 1.314981, 1.626127, 0.380307, -1.730027, -2.612602, 0.019504, -2.167143, 0.075298, 0.060189, 4.600386, 0.682202 +2.211705, 1.786152, -0.132756, 1.394925, 3.111649, 2.998026, 2.291387, 1.472136, 2.664410, 1.820501, 0.742329, 1.768141, 2.668146, 2.607482, 3.060777, -2.334619, 0.959832, 1.499007, 4.124555, 3.416125 +-1.627290, -2.601988, -2.959403, 2.817570, -2.514021, -3.052064, -0.709819, -1.754145, -2.241362, 2.609893, -2.788122, -1.824582, -3.012282, 2.589373, 1.812562, -2.400268, 4.141311, 5.654053, 3.669222, 5.219760 +3.000414, 2.378955, 2.628170, -0.148183, 1.751924, 1.810752, 2.125027, -2.130187, -2.914568, 2.158441, 2.701300, 0.138648, 2.105124, 1.289431, 1.492822, -2.647892, 1.530848, 2.093479, 1.529988, 2.278369 +2.350457, -1.103829, 0.124122, 0.666562, -2.789126, 2.518514, -2.823582, 1.697700, 2.460823, -1.579293, -0.208463, 0.469113, -2.511595, 2.457821, -2.588937, 1.644316, 0.438669, 4.868500, 2.699460, 3.918924 +-1.892008, 1.915952, -0.018480, 0.722944, -1.177581, -2.924803, 2.288680, -0.142429, -1.308547, 3.080706, 0.301448, 1.892611, -1.104594, -1.981346, 1.992673, -0.143637, 3.069589, 1.008851, 4.012985, 5.702670 +0.425466, 3.025335, -1.467005, 2.732527, 0.195823, 1.027054, 1.108846, 0.628240, 0.714912, -3.046735, -1.754424, -3.020371, 0.085405, 1.606555, -3.007496, 0.128534, 5.661896, 2.230797, 0.358160, 2.922419 +1.300961, -1.117943, 1.753193, 1.352017, -0.087307, -1.037040, -1.870327, -2.183419, 1.182989, -2.060877, 1.498392, 1.315328, -0.288048, -1.433380, -2.422561, -2.637213, 5.069532, 2.154983, 0.117133, 0.831403 +0.448357, -2.528156, 1.375504, 1.857929, 2.931714, 1.853389, 3.140858, -1.580394, 1.128799, -1.945467, 1.562689, 1.425870, -2.598018, 2.389880, -1.443233, 3.017434, 2.903114, 0.674767, 1.766823, 6.005650 +-3.089931, 0.828506, -2.686339, 2.673905, -1.692671, 2.271902, -1.614457, -2.956833, -0.866848, 0.044886, -2.961336, 2.895009, -1.707555, 1.883653, -2.010768, -2.676719, 4.782601, 3.182777, 4.300796, 0.282928 +0.264039, -2.332313, -1.280091, -0.409519, -0.923013, 0.579250, -2.334039, 2.523879, 1.476650, 2.793936, -1.571785, -0.424487, -1.187301, 2.158908, -2.497192, 1.831545, 0.658974, 1.753064, 3.614130, 4.168826 +1.836687, -1.985039, 0.205692, -1.779123, 1.978128, -0.111329, 3.016007, -2.061543, 1.404899, -2.330201, 0.854183, -2.242360, 2.447053, -0.190777, -3.029434, -1.936729, 2.468370, 2.096368, 3.061487, 3.840666 +0.264084, -0.229425, -1.199788, -2.347454, -1.354738, 0.983309, -0.727721, -1.326565, -0.234368, 0.360274, -0.836476, -2.084559, -1.279618, 1.163615, -0.687937, -1.173447, 1.090654, 5.529302, 1.927509, 3.674020 +2.069495, 2.910860, 0.139204, -1.287679, -1.128897, 1.509846, 0.230649, 0.719316, -2.320328, 2.199377, 0.253132, -1.427014, -2.725191, 1.510049, 0.338189, 0.496974, 5.342587, 1.862479, 5.913332, 0.568363 +0.780762, 2.565166, 2.209848, 0.255526, 2.478974, -0.865131, -0.408456, -1.327009, 1.257253, 1.838115, 1.589099, -0.582099, 2.416882, -1.122097, -1.238750, 1.774144, 3.023449, 4.583151, 4.481793, 1.071482 +-1.241105, 0.411606, 1.550527, 2.638446, 1.987599, -2.297369, -2.091472, -2.548007, -1.553621, -0.747654, -0.228328, 3.126115, 1.140864, -2.850144, -1.223319, 2.404269, 5.536692, 1.885763, 0.540945, 6.192746 +-1.303376, 0.807437, -1.665975, -2.131902, 2.128073, -2.519894, 0.231205, 2.380866, -1.398263, 2.416753, 2.979490, 1.527990, 1.072323, -2.537850, -0.085982, -2.475103, 5.458488, 1.712456, 1.434771, 6.034221 +-1.048764, -0.896163, 0.795383, -2.595261, 2.049770, -2.114833, 2.638248, -2.653498, -1.088607, -0.382338, 2.694932, 2.741675, 1.523680, -2.822127, 2.740985, -2.845362, 5.282179, 3.010995, 2.849554, 5.248758 +0.276722, 0.880237, 1.318758, 0.565225, -0.788594, 0.423386, 1.698061, 2.069718, 0.120540, -0.953622, 1.591334, 1.561525, 2.488131, 0.771951, 0.630995, 2.853900, 0.511872, 4.979562, 3.266367, 3.648243 +-1.960100, -0.347154, 0.909225, 1.830560, -0.268401, -1.426672, -2.715156, -1.746580, -2.497438, -0.012443, 1.058419, 2.502383, -0.601331, -1.976168, -2.855765, -1.911376, 2.228501, 1.773826, 1.805931, 6.199206 +1.161400, 2.598595, 2.354609, 0.467550, -0.197408, -0.516972, 1.007438, -2.463360, -0.756738, -2.613280, 1.486537, -0.432618, 0.424233, -1.209825, 2.002468, 2.995185, 5.319193, 4.201563, 2.921138, 1.995809 +1.821317, 1.719749, 0.799505, -2.865541, 1.501218, -2.732660, 1.383650, -2.916914, 1.575553, 0.781542, 1.208385, -2.388034, 1.474382, -3.138712, 1.918678, -1.753381, 2.960650, 1.012911, 4.100030, 5.782455 +0.693732, 2.826948, -0.404844, 3.080454, -0.505960, -1.533850, -1.018889, 0.410575, 0.813377, 3.110519, -0.245731, 2.846328, -0.429071, -1.635647, 0.228417, 2.192204, 6.095413, 4.990087, 1.423732, 2.792156 +2.620056, 2.556665, -1.453655, -0.315293, -1.385481, 1.818594, -2.705569, -1.595131, 2.212436, 3.084873, -1.563936, -0.324779, -1.709410, 2.095294, -2.463129, -1.760380, 5.048610, 1.907926, 4.159224, 1.910425 +0.232372, -3.140115, 1.156697, -0.889082, 0.095655, 1.704687, -2.050639, -1.311392, 0.687064, -2.863478, 2.284584, -0.644113, -0.232251, 2.871074, -1.931407, -0.527227, 5.955159, 1.435428, 0.893942, 2.200474 +0.183729, 1.181811, 0.348424, 1.025364, -2.037245, 1.487152, -0.962589, 2.215030, 0.191050, 0.786510, 0.575969, 1.929741, -2.847499, 0.633059, 0.403955, 1.793818, 1.853516, 3.614222, 0.614165, 3.042791 +-0.311399, -0.739662, 0.857348, -1.393386, -2.894556, 0.145446, 2.829003, -2.650078, 1.152247, -0.656486, 0.668982, -2.942905, -2.822416, 0.327077, 2.264781, -2.110036, 3.205955, 0.594216, 2.596835, 4.043465 +-0.316720, -1.367651, 0.938240, 1.585944, -0.954529, -1.237759, 0.662512, -1.684733, 0.259608, -1.073547, -0.007823, 2.903887, -0.551261, -2.106229, 0.943125, -1.480751, 1.271248, 2.605410, 4.682434, 0.098790 +-0.764319, -2.862939, 0.294631, -2.567332, -2.365101, -3.112657, -0.365465, 2.980543, -0.848986, -1.653672, -2.724107, -2.003726, -1.386247, -2.892247, 0.387296, -2.887495, 3.129419, 5.975596, 0.070833, 5.869975 +2.141398, 0.999022, -1.980553, -2.957998, 2.442252, 0.690433, 1.428767, -2.365923, 2.363233, 0.811914, 1.336633, -2.312753, 1.706846, 1.957916, 1.525618, 2.783114, 1.699535, 4.593731, 0.551785, 5.323920 +2.999582, 2.560405, 2.216239, -1.800213, -0.180568, 1.846549, -0.445862, -3.066504, -2.971966, 1.351407, 2.479047, -1.095660, 0.845083, 2.306669, -0.942680, -1.811833, 3.464171, 1.876231, 4.512808, 4.866717 +0.562597, 1.625826, -0.593270, 1.620730, 3.078990, -0.633367, 2.838114, -3.071751, 0.326924, 1.570715, -0.690802, 1.217588, 2.457981, -0.693785, 2.831181, 2.623721, 2.641598, 5.290726, 4.038341, 1.451021 +1.839655, 2.978345, 3.069740, 1.583079, -2.425584, 1.625002, 1.372645, 0.482902, 0.519404, -2.624016, 1.771877, 2.008500, -1.516159, 1.537998, -0.081208, 0.808242, 0.585929, 1.679838, 1.840800, 4.217204 +2.180227, 0.142704, -2.632600, 2.894927, -0.832493, 0.535186, -0.225215, -2.253591, 2.239880, 0.172054, -2.792687, 2.272839, -0.585062, 1.064118, -0.212587, -1.964617, 4.935451, 5.605295, 2.857814, 5.641849 +-2.533575, 0.163620, -1.197855, 1.443008, 1.967905, 0.632505, 1.533749, 2.005088, -1.978603, -0.169816, -2.469019, 0.987584, 0.577621, 1.642809, 0.684964, 1.558771, 0.565670, 5.487060, 5.947291, 2.835089 +-1.861867, -2.022427, -0.840894, 0.843665, 0.808531, 1.360804, -1.502100, -0.950144, -0.928482, -1.881226, -1.005725, 0.545236, 0.155664, -0.881607, -1.551406, -0.160978, 1.053337, 0.661624, 2.342994, 0.106479 +3.120966, 2.631279, -2.762833, -1.659211, 0.475208, -0.006062, -0.199434, 0.152887, -1.383684, 2.234007, -2.717659, -2.601928, 0.200121, -0.531855, -0.839189, 0.641193, 2.687012, 3.657969, 2.962268, 1.506324 +0.711627, -2.467874, -0.629219, -2.774819, -1.932563, -2.758980, 1.031500, -1.399386, 0.582438, -1.139141, -0.228714, -2.915378, -1.577679, -1.760472, 1.235095, 0.384260, 1.220936, 5.226854, 5.880904, 4.174205 +-1.111466, -1.816165, 2.771896, 2.341991, -2.392071, -2.848930, 1.436274, 1.457356, -1.787787, 2.408682, 0.593031, 0.898583, -1.923267, -1.679551, 1.742547, -0.434938, 3.503537, 4.665094, 2.075016, 2.483838 +2.582872, -0.400995, 2.305107, 0.053087, 1.087194, 1.591678, -1.933669, -2.941960, -3.070628, -0.020487, -2.976027, -0.926591, 1.412074, 0.408359, -0.817089, 1.923387, 2.613119, 5.092502, 5.911747, 2.888872 +-2.696530, 0.902712, 2.432588, 2.291099, 2.554546, -2.925879, -2.886086, 2.364800, -1.985377, 1.023312, 1.939584, 1.466846, 1.998292, -3.073341, -0.308924, -2.632361, 0.141984, 2.023168, 0.453498, 1.627286 +1.154638, 1.909341, -0.867028, -2.310416, 2.817407, 0.017928, 2.626783, 1.764452, 1.634366, 2.009189, -1.826542, -3.053989, 2.036497, -0.118854, 2.169755, 2.050759, 2.311140, 4.355916, 4.523430, 0.545963 +0.618521, 3.047760, -0.270044, -2.572971, 0.996249, -0.598776, 1.888034, -0.151151, -0.667432, -2.563460, -0.473421, -2.144984, 0.356282, -1.263910, 1.110794, 0.194402, 4.668416, 3.834202, 4.665196, 2.724122 +2.361487, -1.244381, -2.530917, -0.628075, 1.992434, 0.324204, 2.452207, -2.454490, 2.514321, -1.063566, 3.061744, -1.281132, 2.123318, 0.098332, 2.669084, 2.921454, 1.929265, 0.920177, 0.078710, 3.082565 +2.194491, 1.421249, 2.543767, 1.380955, 1.799346, 2.647855, 1.241176, 0.881461, 1.644488, 1.567346, 2.887107, 1.317604, 1.269219, 2.430581, 2.078045, 2.938192, 2.289348, 2.214082, 2.498243, 4.020770 +-1.802136, -1.952343, 2.864238, -1.438056, -0.774312, 1.437444, -1.628698, -1.424731, 2.656376, -2.139475, 2.546113, -2.694823, -0.426078, 1.009143, -1.198635, -0.933816, 2.576448, 0.514898, 5.047646, 2.862786 +3.124300, 2.160865, -2.559081, -1.863887, 0.408627, 0.264961, -0.913368, 1.252914, 3.010752, 2.090659, -1.804632, -3.094593, -0.150215, 0.949765, -0.975999, 0.076274, 2.750258, 3.857359, 3.472449, 0.610973 +-2.397603, -2.311187, -0.423507, 1.254952, -1.677969, 1.457199, -2.103176, -1.655955, -1.813892, -2.513490, -0.714171, 1.287495, 2.965233, 1.163333, -0.499645, -0.922661, 4.075571, 0.853988, 2.526684, 0.401003 +-1.290982, -2.973654, -2.726921, -0.456507, -2.022289, -1.720848, 2.250421, 1.895938, -0.552236, -3.077071, -2.146361, -1.161467, -1.960264, -1.546285, 2.606995, 2.083338, 3.313271, 4.694503, 0.476500, 4.843755 +-1.767784, -2.258374, 2.461806, 2.897641, 1.048520, 2.165678, 1.953632, 1.488462, -1.654877, -2.678197, 2.347530, 0.929270, 1.256139, 2.674370, 2.510250, 0.407428, 0.719264, 0.092696, 1.867747, 1.897082 +2.828930, -0.663703, 2.160782, -0.657445, 0.833395, 1.065922, -2.559029, 1.997880, 1.867213, -1.100447, 2.648859, -2.677548, 1.008625, 1.136711, -1.888766, 1.788708, 2.620860, 5.880967, 0.398247, 4.942751 +-1.999269, -2.759902, 2.067347, 0.771938, -1.091939, 1.982467, -2.253183, 0.806940, -0.522607, 2.916594, 1.971731, 0.794510, -1.734320, 2.368352, -2.236356, -0.606900, 3.091208, 0.777436, 0.185836, 4.704307 +1.918368, 0.353262, 0.584585, -0.037112, 0.925072, -0.868897, 0.239687, -2.263501, 1.537267, 0.367228, 0.661197, -0.038901, 1.599328, -1.129085, 0.206223, -2.035158, 3.439745, 0.515635, 5.458914, 2.300613 +2.942875, -0.354319, 0.041100, -2.385711, 2.599004, -1.675795, 2.564265, 0.451922, -2.916605, -0.624721, -0.236230, -1.686657, -2.237490, -1.642593, 3.141027, 0.662473, 0.741307, 2.030115, 3.677821, 1.933788 +2.048202, -2.488237, -2.210620, -2.959630, 2.769894, 1.126784, 1.196001, 0.447510, 1.905775, -3.088415, -1.289702, -2.964553, 2.523059, 1.202387, 1.739904, 0.738246, 1.465090, 1.361454, 1.014619, 2.512120 +0.691239, 2.722739, -1.315614, 0.651548, 1.270047, -2.105351, -1.382595, -0.879721, -0.546361, -2.495560, -1.598944, 1.857870, 0.780927, -1.352144, -1.051333, -1.632553, 4.321899, 5.665798, 2.698208, 0.228172 +-0.659354, -2.563122, -1.851075, -1.243895, 0.131066, 1.627723, -0.962253, -1.316355, -0.365465, -3.032033, -2.443361, -0.918201, -0.954846, 1.118315, 0.106542, 0.270544, 0.528288, 0.935399, 2.813328, 2.560250 +-1.703864, 0.779829, 0.187224, 1.376253, -3.139315, -0.870795, 2.356326, -1.528619, -3.050675, 0.844391, -0.691930, -2.996803, -2.331856, -1.877566, 2.309767, -2.630247, 4.843179, 0.090967, 3.739636, 0.152366 +-0.432639, 2.012977, -0.181487, 0.935147, -2.384248, 2.234508, -2.805543, 2.893259, -0.391685, -0.270723, -0.375752, -0.671752, 2.082650, 2.368126, -2.753388, 2.832313, 2.816887, 2.035700, 2.987030, 2.454780 +0.994056, 2.185586, -0.945104, -1.472122, -1.357437, 1.540987, 0.448233, 2.115735, 2.160471, 2.407300, -0.140823, 0.726900, -1.792559, -2.203742, -0.150657, -2.098670, 0.363382, 2.556613, 0.496870, 5.639573 +0.230121, -2.654705, 1.292094, -0.330740, -2.226946, -0.320144, 1.640346, -1.761497, -0.107217, -3.084186, 1.263252, 0.855177, -0.815561, -0.835808, 1.418259, -0.740741, 1.996825, 2.974849, 3.350745, 2.092237 +0.346040, -2.563355, -1.064302, -1.126110, 2.791120, -2.649514, 3.029277, -1.944389, -0.057104, -1.273751, -0.824098, -0.943539, 2.877460, -2.506810, 2.234313, -1.573820, 3.146026, 5.212870, 4.318210, 3.070499 +-0.859829, 2.557402, -1.374763, 0.814002, -2.311762, 0.838872, 2.304657, -1.697953, -0.019129, 2.193715, -0.332680, 3.132153, -1.099502, -0.272672, 1.969589, -2.053411, 3.171591, 2.886912, 5.353292, 0.883952 +-1.356487, -2.880935, 1.909124, 2.248017, 2.739356, 1.395667, -2.266108, 1.398754, -1.260108, 3.075863, 2.619984, 2.712982, 2.870841, 1.613699, -2.610438, 2.093282, 4.900316, 1.485269, 0.356984, 2.636415 +-1.880906, 0.149146, 1.131298, 1.340847, -1.838930, -1.488113, -0.996299, 0.324975, -0.857240, 0.903708, 0.908357, 1.530876, -2.784976, -2.382775, -1.323145, 0.405782, 3.719836, 1.338967, 6.148186, 4.617363 +2.669541, -0.340314, -2.206787, -2.636486, -0.241535, 1.783494, -1.764575, 0.524533, 1.834983, -0.433969, -1.846534, -1.810678, -0.447905, 3.130752, -1.040984, -0.129768, 3.855179, 4.840005, 3.971362, 2.111953 +-0.525372, 1.575586, -1.604740, -1.986757, -0.690291, -1.758388, -0.697608, -2.739499, -1.919328, 1.745321, -1.716491, -1.236200, -1.450125, -0.477148, -1.915399, 2.809571, 1.215663, 0.182802, 2.302349, 4.726257 +-1.852240, -2.523415, -1.287304, -2.577309, 0.607584, -0.518787, 3.105038, -2.600939, -0.823404, -2.678445, -2.108844, -2.318887, -0.260940, -0.852237, 2.881253, -2.541390, 1.244655, 3.042202, 4.465451, 5.178248 +1.661427, -3.079316, -1.580152, -1.796445, -1.421947, 0.865503, 1.228465, 1.516902, 1.145290, -2.251307, -2.431976, -0.771578, -0.844347, -0.147497, -0.312055, 1.514582, 6.043705, 2.213814, 0.351687, 0.279543 +-2.386556, -0.778478, 2.721455, 1.569081, -2.050066, 1.180341, -2.392240, -1.932135, -2.936612, -0.015929, -2.685875, 1.464972, -2.550052, 1.894325, -3.049748, 0.878126, 4.436622, 5.881323, 5.953970, 0.363055 +2.770166, 2.331529, 2.958742, 2.258411, -2.094035, 1.339327, 2.497413, 1.903931, -0.637471, 2.300118, 2.168360, 2.468456, -2.205005, 1.567613, 1.643801, 2.294358, 5.607054, 2.612329, 0.827031, 2.120843 +3.109787, -2.594857, -1.897587, -0.906076, 1.064444, 2.055772, 2.714150, -0.533213, -2.748832, -0.865730, -1.428882, 0.474860, 0.215282, -0.359037, 1.820020, -0.550183, 2.108955, 0.539086, 5.466622, 1.439289 +-1.739019, 1.396953, 1.747528, -0.580641, 1.560862, 1.738798, 2.467847, 2.016063, -2.353222, 2.633982, 1.437373, -0.536402, 1.659408, 1.726827, 2.662967, 1.470015, 0.178157, 3.147435, 2.067810, 4.847764 +1.329824, -1.011962, -2.917194, -0.677125, -2.717785, 0.902644, -0.409936, -0.555089, 1.367132, 0.192236, -2.933889, -1.783365, -2.725803, 1.160758, -1.138271, 0.351788, 1.387961, 0.109318, 3.327130, 1.232214 +2.846044, -0.818464, -2.476487, -2.001222, 2.401518, 0.740284, 1.227661, 1.945698, 2.823440, -1.999304, -1.380734, -0.550329, -1.685154, 0.852515, 1.878794, 2.534694, 1.035623, 0.078180, 1.248826, 0.055524 +1.283762, 2.107756, -0.594152, 0.155857, -2.229982, -1.477837, 2.301753, -0.972660, 1.405273, 2.071603, -1.461246, -0.503600, -1.568992, -1.561241, -0.049009, -0.792694, 0.946220, 5.653266, 4.575584, 0.816803 +3.097785, -0.261952, -0.809564, -1.025131, 0.006275, -2.046337, 2.321541, 1.656137, 2.943717, -0.752465, -0.485265, -0.625401, 0.735391, -1.921751, 1.606362, 1.721945, 3.179126, 2.308288, 4.771208, 5.652179 +2.004446, -2.463996, 1.575450, 1.824780, -2.373542, 2.355893, 2.471632, 0.838289, 1.820323, -2.220552, 0.976396, 1.880231, -2.850093, 2.853563, 2.578930, 0.083648, 0.369096, 0.108102, 2.236103, 3.620116 +2.655088, 0.495903, -2.826958, -0.854297, 2.977019, -0.537316, 1.870218, -1.790300, -3.006693, 0.097843, -2.933173, -0.862348, 1.683724, -0.370126, 1.947484, -0.574026, 0.651079, 0.041413, 0.956741, 2.644597 +-2.253949, -1.715649, 0.700889, 0.323220, -1.250425, 0.682046, -1.318071, -2.478337, -2.156848, -0.750041, 0.784076, 0.674622, -0.217938, 0.343110, -2.005775, -2.290050, 3.504373, 1.033603, 0.617181, 2.155117 +-1.610464, 2.912183, -1.252497, 1.196045, -0.144775, 0.204460, -1.292335, 0.839182, -0.398112, -2.709114, -0.479193, 0.566467, 0.360993, 0.250673, -2.765077, -2.674743, 1.755239, 3.166542, 2.544832, 4.247957 +2.385134, 2.427558, 1.576763, 0.311184, 0.842373, 0.279350, -1.860281, 2.882680, 2.327962, 1.777684, 2.287700, 0.386448, 0.712360, 0.498250, -1.735602, -2.933357, 3.055678, 3.576278, 0.283519, 3.089321 +3.105027, 0.410495, 1.689005, 2.989386, -0.254368, 0.808399, -1.416975, -0.255037, 2.848839, 0.970399, 2.201607, -2.524381, -0.852974, 0.547702, -1.333291, 0.116060, 3.432527, 5.064291, 6.011155, 3.548837 +-0.109843, -2.879532, 2.680348, -1.928826, 1.272079, -2.878045, -0.634425, -2.613924, -0.543728, -1.948121, 2.323963, 0.884314, 0.173822, 1.177265, -0.217002, -3.021566, 5.120949, 5.757577, 4.237262, 4.542750 +-2.164152, -0.442629, 2.103262, 1.841704, -2.724731, -2.862038, -1.917612, -3.050377, -1.159118, 0.633697, 2.458150, 1.624987, -2.572259, -2.265236, -2.570634, -2.336556, 4.888883, 3.304667, 6.097535, 1.208674 +1.987288, -2.688943, 1.884056, 2.802119, 0.132686, 2.081520, 0.514425, -1.373181, 1.162152, -1.936616, 1.957834, -2.806412, 0.920620, -2.382866, -0.059127, -0.914091, 4.163211, 0.607423, 3.884704, 4.854247 +-2.213073, 1.846123, -2.590218, 1.451155, -1.758396, 0.170422, 2.391432, 0.331303, -2.665752, 2.055097, 2.371652, 2.196129, -1.888368, -0.420718, 2.697198, 0.826452, 3.971469, 4.266640, 0.198786, 4.500728 +1.482743, 1.832798, 1.630847, -0.667892, -0.669935, -2.286596, -0.043497, -2.759184, 1.679101, 1.534241, 1.323480, -0.879081, -1.548968, -3.025719, 0.927625, -1.512516, 5.470377, 0.453798, 4.695836, 3.427076 +-1.759359, -2.239275, 3.069415, 3.126090, 1.932213, 0.217867, -1.232326, -0.580734, -3.131068, -1.410413, -3.120092, 2.448782, 2.970004, 0.265725, -1.075466, -1.209120, 6.110331, 2.021408, 4.446096, 3.737830 +2.652777, -1.644380, 1.438129, 2.336704, 1.232943, -0.550966, -2.399393, 0.534698, 0.443888, -1.632772, 1.843654, 2.727801, 1.073469, 0.243340, -0.748200, 0.097184, 2.397465, 2.195346, 0.961264, 3.411783 +-0.166716, -2.735468, -0.158463, -3.127989, 2.155340, -1.097313, -0.130134, -2.789971, -0.088693, -1.627229, -1.195052, -2.521458, 2.220494, -1.222508, 0.166301, -1.703787, 4.294561, 3.832781, 0.288597, 5.917960 +1.654660, -0.529397, 0.467178, -1.386601, -2.117710, 0.161938, 1.044732, -0.231406, 0.201528, -0.792451, 0.416031, -0.755480, -0.923157, 0.010043, 1.121680, -0.167132, 0.463050, 0.367459, 4.771274, 1.618007 +1.348719, -1.592570, 1.499157, -2.538307, -0.139726, 1.619179, 2.909678, 1.418425, 1.564673, -1.759342, 1.906758, -2.863402, 0.145695, 1.691393, -3.132747, 1.967237, 5.074193, 6.256576, 1.874349, 1.119882 +-1.796891, 1.202019, -1.944098, -0.461935, 0.648026, -2.236016, -2.253749, 3.056102, -2.194577, 0.307590, -2.243353, -0.117523, 0.776185, -2.595237, -2.779763, -2.338225, 1.148865, 1.033997, 4.197848, 3.689019 +1.443966, -1.505541, -2.879242, 2.543388, -1.305240, 0.757362, -1.299264, -2.229170, 0.918797, -1.660337, -2.795330, 1.766172, -0.532094, -0.637205, -1.788629, -2.224427, 6.144459, 0.748179, 4.178506, 5.968968 +1.795048, 1.722036, -1.046944, -2.220214, 2.639474, -0.006951, 0.780948, 2.178589, 1.777384, 1.740956, -0.800403, -2.344328, 2.624454, 0.402510, -0.207888, 1.543353, 1.848663, 4.568100, 0.265996, 0.041626 +-0.186234, -0.307192, -1.646430, 1.682253, -1.957258, 2.313683, -1.672568, 0.623785, 0.320247, -0.007173, -1.877082, 1.432114, -2.202456, 2.430878, -2.290530, 1.326057, 2.143492, 4.276694, 3.318998, 3.977148 +-2.586445, 1.047575, -2.995382, -0.261191, -1.809636, -0.752374, -2.150856, 2.042371, 2.614922, 0.029765, 2.970686, 0.032122, -1.435397, -0.064681, -1.985271, 1.437878, 4.396082, 5.987985, 5.146238, 4.502006 +0.972613, -2.770823, -0.181872, 2.989405, 1.431711, -2.745078, -1.811294, -1.274157, 1.295536, -1.875168, -0.807812, -3.123814, 2.030727, -3.050841, -1.622215, -0.452601, 3.878862, 5.515901, 1.993165, 4.567937 +-1.681113, -2.086933, 0.110907, 1.062270, -1.359585, 0.444677, -1.887074, 0.840946, -1.364881, -2.091572, 0.256335, 2.494857, -1.754230, 1.086532, 2.805568, -0.912283, 3.040697, 1.642256, 1.776167, 4.379969 +-2.781957, -1.810655, 1.089837, -0.460911, 0.557176, -1.783567, -2.900962, 1.504504, 2.997782, -1.125068, 1.276556, -0.575743, 1.600007, -1.019639, -2.973161, 1.984660, 2.224781, 3.594223, 1.811126, 5.239592 +-0.143993, 1.951819, 2.281200, -3.065607, 0.222626, 1.383034, 1.925588, -1.003008, 0.305481, 2.165224, 1.579985, 2.283306, -0.030092, 1.476657, 1.791575, -0.735288, 6.204552, 2.948333, 2.076397, 4.068615 +-2.363134, 1.993242, 2.207008, 2.441611, 1.807205, 2.258482, -1.954719, 0.765590, -2.327033, 1.201237, 2.368495, 2.705007, 1.373111, 2.424068, -1.796712, 0.888547, 0.555928, 2.031461, 6.030896, 3.075985 +-0.540601, -1.995230, -2.276300, 3.139062, -3.113072, 0.565404, -2.234933, 2.635252, -0.996157, -1.582562, -1.318670, -2.797297, 2.555061, 0.663707, -2.140307, 2.943484, 3.653673, 1.429826, 4.511234, 0.508871 +2.312572, -2.592435, 2.114841, 1.652845, -3.073097, 1.809376, -2.306253, 0.697654, 2.051979, -2.565701, 3.070212, 2.327245, 1.992913, 1.787609, -2.222061, 1.603768, 0.760525, 0.783060, 0.191412, 3.932687 +2.432484, -1.402534, 2.104005, -0.279849, 0.465918, 0.872984, 1.144823, -0.033774, 2.138938, -1.691699, -3.079241, -0.202732, 0.308873, 1.601086, 0.542236, 0.388282, 3.384783, 0.529550, 3.034357, 0.313623 +-0.964868, -1.875371, 0.427476, 2.428303, 0.994450, -2.597503, 1.488331, -0.238774, -0.517079, -1.618628, 0.340876, 2.606661, 1.928237, -1.616270, -0.248431, -0.036426, 6.253603, 4.472874, 4.367378, 4.093657 +-1.284299, 1.463485, 0.943911, -1.652820, -1.416494, -2.687098, -2.194909, -1.378116, -1.568866, 1.845614, 0.651088, -1.202870, -2.501621, -1.993093, -2.199904, -1.562888, 2.700793, 1.223613, 1.250998, 3.030935 +-3.014590, -3.004228, -2.614886, 0.359114, -0.316082, -0.327335, 1.817305, -1.506692, -2.004701, -2.157546, -2.962382, -0.508174, 0.109294, -0.054486, 2.389759, -1.502389, 3.330672, 3.331563, 0.797581, 1.147578 +-2.898774, 2.196010, -1.736354, -0.531320, 2.364103, 2.261714, -2.074145, 2.051359, -2.731482, 2.253481, -1.038365, -0.314355, 2.854821, 2.752675, -2.528634, 1.669600, 0.534671, 1.825461, 3.810499, 4.763147 +-1.340012, 2.988092, 1.637100, 1.110417, -0.610199, 1.867742, 2.906823, -0.039440, -1.745926, 1.545389, 1.650486, -2.585423, 0.527544, -0.789539, 2.592065, -0.548113, 1.950211, 1.427351, 1.739262, 5.212208 +2.968160, 2.392719, 0.188955, -2.647026, -0.492273, 2.728864, -0.574037, -1.333471, 2.482535, 2.948957, 0.983907, -2.890809, -0.000841, 1.771914, -0.935781, -0.454860, 3.807298, 1.161603, 0.385082, 3.980497 +-1.904414, 2.099825, 0.601431, -3.104464, 0.567393, 1.976977, 0.880838, -0.523316, -1.803086, -2.501814, 2.299527, -2.680651, 0.277287, 2.627342, -0.109742, -1.923157, 1.337021, 2.206384, 4.800917, 3.627781 +-1.498758, -2.922871, 1.443224, 1.288815, 2.906770, 0.810393, 0.076237, 2.584111, -1.561836, 2.371498, -0.081478, 1.114673, 3.135653, 1.057341, 0.848271, 1.942333, 4.875174, 2.112478, 4.763725, 2.410260 +0.294313, 2.689077, 0.365991, -2.563030, 1.114069, -2.318139, -1.667512, -1.479167, -0.615521, 2.869192, 0.465701, -2.673923, 1.454920, -2.401088, -2.107407, -1.440987, 4.874804, 5.912248, 1.301521, 4.042196 +-1.563763, -0.102248, -1.947757, -2.762473, -3.020660, 1.197120, -0.879927, 0.525907, -1.433046, -1.320310, -0.311473, 3.090262, -2.205667, 2.156856, -0.613322, -2.377516, 4.584422, 5.188313, 2.827683, 2.236566 +1.068217, 1.975147, 0.512327, 1.223729, 2.593990, 0.925503, 2.101600, 0.187312, 1.095749, 2.312326, 0.955490, 1.665814, 2.543831, -0.625895, 1.332211, 1.943825, 2.620978, 3.382535, 3.669258, 4.872144 +0.833436, -1.391494, -2.912400, -1.717380, -2.690010, 0.828043, 2.983048, -1.709146, 1.048224, -0.042149, 1.948826, -1.127877, 2.704185, 0.239101, 2.954541, -1.166465, 1.856574, 0.563451, 6.212537, 3.426525 +-1.254105, -2.233266, -1.750977, 2.987276, 2.519336, 1.595750, -1.750211, -2.915789, -1.764508, -1.526390, -2.195130, 1.503385, 1.997424, 3.008257, -1.392552, -2.704233, 5.017955, 0.637516, 3.501188, 6.211698 +-2.493469, -0.614326, 2.843813, 2.924798, 2.544643, 0.152002, -2.042668, 2.874152, -2.523052, -0.635907, -2.767660, -2.630809, 2.780959, -0.321789, -1.799887, -2.499888, 6.232012, 0.462324, 5.482040, 0.484235 +-1.534539, -0.164117, -3.054833, -0.060349, -2.345594, 0.589192, 1.336916, -0.606036, -1.884418, 0.938402, -2.713948, 0.059791, -1.316650, 1.077576, 1.378242, -0.598730, 3.880133, 5.858110, 1.717917, 0.666385 +-2.959633, -0.325206, -2.067910, 1.904263, -1.945899, 0.147109, -0.435829, -2.046440, -2.698215, 0.332424, -2.185498, 2.290703, -0.341247, 0.725352, -1.390494, -2.862574, 4.905532, 0.178097, 2.503739, 0.142177 +1.115194, 0.177714, -0.963429, -2.518949, -0.435300, -2.154701, 2.504537, -2.606251, 1.288480, 1.141433, -0.146892, -2.663076, -0.284049, -2.010427, 3.090942, -2.548924, 5.603292, 1.976987, 4.742078, 5.125200 +-1.202614, -0.228641, -2.243537, 1.117148, 0.483097, 2.320548, -2.790686, -2.021383, -1.922889, 1.459022, -2.618094, 1.551316, 1.176410, 0.890161, -2.943700, -1.779044, 0.719516, 4.191279, 5.034222, 0.904235 +0.524993, 0.427655, -0.790649, -0.211627, -1.382415, -1.273991, -2.341642, 1.855728, -0.168889, 1.667197, -1.648960, -2.132813, 0.152984, 0.656135, 3.015193, 1.898270, 0.857422, 0.846336, 3.132291, 4.639085 +-1.429856, 2.829404, -2.533427, 2.167563, 0.189863, 2.312239, 0.628722, -1.546487, -1.599220, 2.268373, -2.260465, 2.531610, -0.321382, 2.663726, 2.296637, -1.920018, 1.239993, 1.141543, 1.904704, 5.662110 +0.448673, -1.121130, -1.724890, -2.684978, -0.156484, 0.827676, 2.075095, 0.012409, 1.189221, -1.731003, -2.052623, -2.699682, -2.982773, 0.895671, 2.394046, 1.125725, 5.990996, 0.293454, 5.932980, 2.672569 +1.969738, 2.560470, 2.493107, -2.849927, -0.796087, 2.839273, 0.220269, -1.398267, 1.986128, 2.180193, 2.409825, 3.039822, -0.244017, 2.569587, -0.517202, -1.735991, 5.109535, 0.883442, 3.569810, 4.248193 +-1.413725, 1.226314, -2.414127, 0.333649, -0.720521, -1.137888, -0.234815, 1.668285, -0.431709, 0.731274, 2.695164, -0.524732, -1.435197, -2.014394, -0.106465, 1.410658, 2.134246, 6.194759, 2.648942, 4.281251 +-1.248942, 0.393334, 1.267534, -2.936242, 1.763331, -0.553944, 1.479094, 0.357606, -0.865798, 1.022925, 2.690709, -2.742202, 2.245079, -0.463490, 1.322140, 0.001439, 5.768797, 0.160611, 3.536558, 2.578635 +-2.695011, 2.112292, -0.179305, -0.380789, -1.147443, -1.608129, 0.560665, -2.672125, -2.721117, 1.080591, 0.761587, -0.027448, -0.364709, -1.580700, 0.702895, -2.380723, 3.842454, 5.779022, 5.901825, 3.052914 +2.780571, -1.424708, -2.573002, -2.072342, 0.064358, -3.064139, -1.634489, -0.282297, 2.090009, -2.052570, -1.371629, -2.600185, -0.160628, 2.449987, -2.721947, -0.955145, 3.438256, 4.488847, 4.207491, 2.354639 +-0.058214, 2.815206, 1.473233, -2.471104, 0.995982, 0.895516, 0.505499, 2.111965, -1.425973, -2.716023, 0.786043, -1.714431, 0.658918, 0.440538, 0.223215, 2.614791, 5.345418, 2.572463, 4.304453, 0.359139 +0.178198, 2.622619, -2.855787, -0.800490, 2.790159, -1.681330, 2.554393, 2.989023, 1.132024, 0.847645, 2.065364, -1.281134, -2.944293, -2.766891, 1.381356, 2.779406, 3.314828, 5.341897, 0.301394, 4.094652 +-1.254090, -2.252785, -0.867019, 2.623954, 1.811474, 2.992884, 0.112654, -2.579662, -1.420947, -2.695295, -0.792091, 2.760403, 1.434809, -2.689685, -0.503811, -2.646035, 5.725801, 5.543086, 0.754366, 6.238893 +2.361344, -0.656311, -2.595370, -0.580612, -1.034809, -1.096048, -0.991762, 0.330083, 2.163822, -0.624193, -1.908240, -0.987957, -0.078576, -1.553991, -2.403528, 0.238677, 4.956651, 1.752360, 3.587132, 0.250529 +0.005036, 2.127134, -1.879113, 0.679144, 0.174964, -0.739342, -1.764755, -3.044036, -0.202420, 2.553524, 2.500713, 0.390717, 1.090669, -0.932052, -1.765256, 2.472790, 6.103186, 4.895394, 3.643868, 2.364893 +-1.789285, 2.343692, -2.572540, 3.139208, -0.102137, 1.351071, -1.877591, -0.304815, -0.670689, 1.518346, 1.646378, 0.858776, 1.800791, 0.924211, -2.400981, -0.430387, 1.891422, 2.588422, 4.450132, 3.448792 +2.179337, 3.128376, -1.395798, 1.737774, -2.078781, 2.705620, 1.209147, 2.651017, 2.430360, 2.641154, -0.616914, -0.139837, -2.780151, 1.749544, 0.724217, 2.413510, 6.182629, 0.449189, 0.186651, 1.894394 +2.901388, -0.100886, 1.361844, 2.278445, -2.375660, 2.665442, 0.782196, 2.268030, 1.978529, 0.196542, 2.048351, -2.726190, -0.933321, -3.059423, 1.992339, -2.300464, 5.757456, 3.718629, 4.139146, 1.736711 +-1.449674, -3.124839, 1.364767, -2.385117, 2.399240, -1.237168, -0.063619, 3.015569, -1.561982, 1.827729, 0.815623, -2.200537, 2.747706, 0.335726, 0.152171, -3.129589, 5.333619, 4.362007, 4.982037, 5.652733 +-1.327883, -1.948729, 1.863044, -2.716236, 1.692409, 0.398290, -1.619484, -1.560863, -1.799867, -1.721631, -3.083702, -1.003864, -1.012261, -0.110546, -1.878586, -1.894224, 5.918660, 1.550439, 6.039625, 4.277100 +1.604076, -1.232050, 1.042025, -2.920163, 0.421948, -2.436977, -2.920304, -2.937868, 1.881083, -0.895656, 1.405456, -2.495246, 1.616008, -2.002235, 3.038573, 1.522811, 4.257161, 3.669027, 1.878279, 5.858031 +1.989838, 0.695505, 2.151585, -2.783135, -0.204465, -1.482814, 0.740352, 0.631501, 0.386018, -1.508769, 2.337576, -1.895507, 1.090735, -1.860955, 1.259891, 1.388634, 4.497813, 0.787309, 3.391248, 2.151634 +-3.030319, 0.627323, -1.151678, 0.365302, 1.221442, 1.716060, 2.655402, -2.021700, 2.349038, 0.875483, -1.344626, 0.288180, 1.209935, 1.538518, -3.090689, -2.972093, 1.808878, 3.939803, 4.779462, 1.656398 +2.300440, 0.835870, 0.392328, -1.329841, 0.053832, 1.221965, 2.398302, -0.047303, 2.099881, 0.260769, -0.356428, -1.095507, 0.065973, 1.641986, 1.879146, -0.001499, 3.928913, 4.225351, 3.492556, 1.377144 +0.554318, -0.310455, 1.162342, -1.570180, 2.690117, 0.927277, 0.918245, 0.032749, 1.344334, -0.571946, 1.427113, -0.950194, 2.852868, 0.674980, 1.500671, -0.278660, 3.038751, 5.666364, 4.202598, 1.537431 +0.924671, 3.071049, 2.220846, -1.596389, 2.053616, -0.143137, 1.779995, -0.449326, 0.733867, 2.376660, 2.509744, -1.235322, 1.965413, -0.300794, 1.205740, -0.629700, 3.304899, 3.355274, 2.282344, 2.045715 +0.649464, 2.124622, 1.310808, 1.599871, 0.002940, 3.037302, -0.096861, 2.640649, 2.007128, 0.485910, 0.768577, 1.543177, -0.758795, 2.402059, -1.683278, 2.396280, 5.630782, 1.121262, 5.069238, 2.042666 +1.618272, 2.623524, 0.117799, 2.334989, 2.074342, 2.159284, 3.020086, -1.371733, 1.880647, 3.125627, -0.570372, 1.939668, 1.743900, -2.950310, -2.531833, -1.471075, 2.590572, 1.500377, 3.145300, 5.319929 +-0.214383, 1.867951, -0.814221, 1.240622, 2.214360, -2.751253, -0.650379, -1.499073, -0.285755, 2.452738, 0.442677, 1.044554, -2.807824, -3.013363, -0.875512, -2.892084, 4.283209, 0.883302, 1.464601, 0.258450 +-2.343306, 1.772184, -0.965243, -2.850359, 2.877650, 0.776883, 1.743144, -1.584985, -2.641342, 1.828565, -2.093985, -1.028894, 2.392124, 1.297651, 2.486113, -2.315680, 5.748842, 3.734119, 5.505285, 4.435344 +0.047222, -0.516601, 2.798273, 0.230885, 3.046809, 1.930597, -3.038054, 1.498819, -0.200497, 0.096013, 2.570680, -1.490079, 2.777989, -3.123028, -2.045541, -0.264543, 3.189154, 4.869189, 0.239781, 4.553482 +2.783976, 1.191487, -0.125666, 0.651499, 0.103426, -2.575323, 1.236722, -1.995165, 2.608074, 1.763508, 0.057822, 1.210659, 0.402783, 3.117595, 1.926275, 2.654383, 3.395784, 1.383836, 5.172129, 1.343667 +-1.411160, 0.641650, 0.781677, -1.117220, -3.046640, 2.624273, -0.031282, -1.030383, -0.801838, 1.117223, 1.568854, -1.439185, -3.122297, 2.683820, 0.057989, -1.692922, 4.457799, 3.017263, 5.532790, 2.147602 +-0.043872, 2.082023, 1.759117, 1.431370, 3.049050, 0.540001, -2.037080, 1.856475, 0.867468, 2.768051, 1.382282, 1.948370, -2.547360, 0.705686, -1.576827, 2.133786, 3.278007, 3.661162, 0.277962, 2.995340 +-0.538451, 3.048489, 1.713141, 0.486764, 0.959632, 1.763966, 2.487024, 0.098224, -0.134400, 2.319099, 1.271060, 1.070527, 1.416017, 1.732647, 2.292333, 0.069223, 5.862004, 1.470729, 2.083021, 5.698197 +-2.846170, -0.584884, -2.712769, 0.474667, 0.043754, 1.651685, -2.015165, 1.892712, -2.834265, -1.471261, 1.207621, 2.344396, 0.525473, -0.006011, 3.117696, 1.599247, 2.802415, 5.216384, 4.727934, 3.915806 +-1.762332, -0.510440, -0.695812, -0.347924, -0.479897, -2.360775, 2.802065, -2.022404, -1.436712, -0.710456, -1.086716, 0.386298, -1.330939, -2.160592, 2.471316, -3.077536, 2.242229, 2.871215, 4.176932, 2.370328 +-0.236855, -0.376398, -0.137640, -2.036607, -0.267432, -3.028500, 0.204924, 1.223697, -0.266464, -0.261172, 1.559638, -2.382568, -0.714031, 2.839452, -1.787975, -0.401595, 0.504288, 3.404899, 6.215901, 0.812909 +-1.248000, -2.240644, -0.949027, 0.723439, -0.041328, -0.629200, 1.819998, 0.317525, -1.948814, -2.075260, 0.279870, 1.370022, -0.320959, -1.056460, -1.870255, 0.132935, 1.289329, 2.869844, 5.412215, 5.242221 +2.025246, -3.040285, 1.680380, 0.077255, -1.787723, 1.649073, 0.544465, -1.480119, 1.571654, -2.645087, 1.418828, -0.441508, -1.316064, 1.566977, 2.808078, -1.770975, 6.045662, 1.391212, 4.058340, 1.402864 +-1.943728, -1.532846, 1.538141, 2.533678, 1.068933, -0.844656, 1.066900, -1.648652, -0.922141, -1.741886, 0.614260, 3.046538, 1.796332, -1.357548, -1.333439, -1.633423, 0.874795, 2.377502, 3.678144, 5.398159 +-1.924074, -0.189384, 2.062940, -2.024728, 0.998068, -1.984118, -2.452259, 2.438327, -1.654996, 0.484662, -2.713436, -1.550824, 0.982551, -2.475241, 3.097043, 2.141489, 0.926005, 2.173502, 0.389319, 5.869586 +2.349617, 1.583987, -2.923311, 1.735056, 1.129665, -1.950835, -0.684780, 1.911611, 2.139041, 0.913644, -2.822644, 1.564123, 1.335861, -2.004291, -1.796059, 2.297471, 2.803903, 0.366849, 3.608091, 2.636519 +1.122505, 0.050832, -0.100497, -1.443572, 1.326299, -0.998195, 3.101464, 1.503589, -0.254749, -0.126200, 1.596088, -1.824785, -2.251695, -0.816921, 2.398202, 1.261582, 3.834382, 0.947363, 3.282218, 6.223169 +3.099594, 0.662889, -0.156666, -0.473018, 1.588547, 1.356053, 2.805113, -2.128154, 2.786330, 0.129180, 0.038325, -1.494246, 1.776874, 1.287834, 2.787117, -2.495106, 1.595044, 4.264244, 3.634738, 2.601172 +0.097842, 1.307665, -0.317477, 0.134217, 3.100925, 1.719021, -0.561541, -0.835806, 0.898115, 1.600625, -0.544303, 1.348761, 1.940340, 2.446871, -0.746575, -1.269925, 3.084418, 3.256499, 0.879019, 0.701589 +-3.042737, -0.033284, 2.650094, 0.973369, -2.997289, 1.037062, -0.066849, -1.091892, -3.022048, -2.285121, 2.750550, 0.925061, 3.042212, 1.951706, -0.902786, -1.388472, 6.040026, 5.279407, 3.699940, 0.118523 +0.767002, -2.628091, -1.093112, -2.506616, 1.140858, 2.895418, -2.567376, -1.578814, 0.738308, -2.125560, -1.114019, -2.251366, 1.297419, -0.523774, -2.623407, -1.161026, 4.375324, 6.015858, 3.660488, 4.085430 +-0.830961, 1.590747, -2.254264, 1.254841, 1.315016, -1.074298, 2.298883, 2.854286, 0.216511, 1.423170, 2.839662, 1.553210, -0.789424, -1.656338, 2.313122, 1.885390, 5.799130, 5.766736, 6.238566, 2.174059 +2.925240, -3.072323, 0.438035, -0.977762, 2.876308, 1.135427, -1.608374, -1.360698, 2.422307, -3.026333, 0.713788, -0.766005, -2.585911, 1.318610, -1.313789, -2.883792, 0.481637, 1.936896, 1.170339, 2.338460 +-1.494272, 1.421500, -2.155965, 1.519206, 1.224152, 1.387393, -2.968632, 2.967258, -1.746565, 1.971225, -1.918609, 1.063941, -1.832483, 0.199018, -2.331978, 2.562567, 0.270120, 3.474292, 5.124597, 1.796721 +-0.055889, -2.015099, 1.839595, -3.049806, -1.582615, -1.112103, -1.916598, -2.941796, 0.264099, -1.261328, 2.379776, 2.996212, -1.392221, -1.369841, -0.956107, -0.382012, 1.638504, 3.127202, 0.077003, 5.991602 +-0.933202, 1.548156, 2.373126, -1.026972, 2.645956, -0.202309, -1.408029, 1.934399, -1.289644, 3.054761, 2.995337, -0.590932, -2.977565, -1.048382, -1.439750, -2.610266, 4.570431, 4.937338, 5.318088, 5.375758 +-1.436223, 0.933223, -0.736324, -2.754681, 3.060194, -1.409982, -2.753337, -0.314876, -2.000455, -1.580448, -0.658920, 2.460987, 1.845509, -0.731132, -2.392919, 0.511592, 4.659215, 0.476759, 3.489661, 3.069557 +-2.340573, 0.693218, -0.699671, 0.309622, -1.252466, 0.212591, -1.073758, 0.599127, 3.008591, 0.809178, -1.285012, -0.715502, -1.469781, 0.392219, -1.478813, -0.600954, 3.593039, 5.377377, 1.773428, 5.374437 +-0.121136, 0.880482, 1.864216, -1.895665, 2.643240, -0.512223, 2.630932, -0.346824, -0.466293, 2.237885, 1.866800, -3.103348, -2.761938, -0.703939, 2.023607, 0.117172, 3.761081, 5.914926, 1.788037, 2.242489 +2.779633, 1.328932, 2.304480, -2.505127, -2.434586, 2.818903, -2.413099, -1.061702, -3.039734, 2.420016, 2.930643, -2.748031, -2.554981, -2.323083, -2.558329, -1.046969, 5.938138, 2.135350, 0.108619, 3.566829 +-0.438858, 2.021847, -1.308065, 2.647712, 2.238131, -2.020267, 1.913272, 2.903417, -0.217804, 2.873242, -1.305700, -2.096507, 1.256222, -1.878867, -1.829250, 2.682883, 4.483912, 6.281605, 5.677978, 0.732056 +2.136147, 0.232298, -2.545565, -1.561906, 3.076867, -2.415159, 2.913263, -1.086180, 3.058766, -0.476567, 1.926087, -2.320035, 2.530649, -2.458149, -0.737030, -2.612310, 1.070171, 2.182861, 5.915487, 2.648087 +0.855453, 0.703159, -0.146930, -1.820190, 2.969265, 2.981092, -2.995536, 2.882848, 0.457516, 1.652192, -0.090850, -1.806866, 3.104594, -2.504927, -2.657760, 2.467144, 2.458467, 2.598935, 3.142466, 5.220527 +-0.930777, -1.583609, 2.101365, -0.435026, 0.595070, -1.261495, -1.134842, -0.423720, -0.841707, -1.546579, 1.934004, -1.263571, -0.784660, -0.644331, -1.089966, -0.170311, 0.335707, 2.845104, 5.316662, 0.858745 +-2.441339, -1.542573, 2.699139, -1.842022, -0.732776, -0.857190, -2.455683, -1.325977, -2.272485, -1.715471, 2.831996, -2.650059, -0.742135, -0.828335, 2.795099, -1.325115, 3.174116, 2.399763, 6.039730, 3.167998 +1.792849, 1.940556, -3.029809, 0.808338, 1.581786, -2.240342, -1.533925, -2.362266, 3.041538, 1.553166, 3.121902, -0.715363, 2.076439, -2.105489, -1.772886, 2.721652, 2.908551, 0.299786, 4.563734, 1.553928 +2.354658, 1.369854, 2.087906, -2.254719, -1.048819, 0.275043, -2.744356, -2.508340, -2.601956, 2.423884, 2.724565, -2.244151, -1.196274, 0.801125, -2.658699, -2.974510, 4.977346, 4.638288, 0.656449, 4.763060 +-0.368189, -0.867542, 1.983326, -2.596731, -1.429478, -0.217477, -3.132493, 1.083169, 0.670662, -1.506734, 1.445006, -2.871221, -1.586412, 2.699306, -2.844016, 1.442857, 1.797668, 1.085019, 1.149167, 1.513562 +-1.424305, 0.213396, -1.727211, -1.834862, -2.053483, -1.475896, 0.581275, 1.715159, -0.513068, 0.483654, -2.146210, 0.926073, -1.951174, -0.689062, 2.775171, 1.887470, 3.477788, 1.262501, 1.145936, 0.119703 +-0.426682, 2.272890, 2.994010, 2.510513, -2.912032, -1.833049, 1.711014, -0.598061, -1.200717, 2.705292, 2.344763, 1.803125, -2.975373, -1.687508, 1.665603, -1.282615, 3.338713, 5.843344, 1.578162, 4.370732 +2.300107, -1.923361, 2.489329, 1.200548, -0.973115, 0.887831, -2.929644, 0.772215, 1.992676, -1.096565, 2.639779, 2.501278, -0.805045, 0.638104, -2.208452, 1.019137, 4.956194, 1.035530, 0.440315, 4.310422 +-3.031981, 1.962592, -2.691889, -0.726088, -0.480339, 2.597038, -2.198614, 2.298562, -2.204223, 0.803852, -3.053984, -0.773859, -0.826271, 1.952886, -1.645893, 2.116416, 3.512320, 1.723556, 4.890503, 4.710711 +-2.005017, -1.520299, -3.122167, 2.190592, -0.720839, 2.179992, 2.973655, 2.564197, -2.469551, -1.854193, 2.283780, 2.738462, -0.933184, 1.746654, -2.828414, 2.946430, 2.725856, 5.623492, 0.148511, 1.528396 +-0.977428, 1.606849, -1.069119, 2.711153, -2.724268, -0.896161, -0.248222, -0.974286, -0.737323, 1.241553, -0.206736, 2.177408, -3.100224, -1.700997, 0.682194, -0.564915, 3.701696, 5.572498, 1.317341, 4.546318 +3.094204, -3.121798, 2.278845, -2.751560, -3.011738, -1.337297, 2.100905, -0.492382, -2.931230, 1.658554, 1.787215, -1.626191, -1.679246, -1.178518, 2.854054, -1.510399, 6.200719, 4.459096, 1.903435, 3.243942 +-1.004578, -1.509464, 1.709614, 0.672474, 2.796517, -3.103137, 0.463579, -2.686038, -1.408763, -2.506442, 0.450355, -0.323201, 2.014417, -2.101309, -1.979152, -3.115647, 4.491246, 4.612602, 4.109992, 2.013564 +-1.285029, -0.902539, -1.475585, -1.774150, -0.827428, -2.282280, -0.039819, -2.781645, -2.058338, -0.593984, -2.317917, -2.532925, -1.371834, -1.983574, 0.357534, -0.444584, 2.112458, 3.184819, 1.515404, 4.555796 +-1.635729, -1.555754, 0.650884, -2.111929, 3.139853, 3.001471, 2.467987, 0.534466, -1.622044, -0.845850, -0.098179, -3.125906, 1.900012, -2.882847, 2.928374, 0.859328, 4.779061, 4.837468, 3.164315, 1.577463 +2.690178, 1.349319, -0.746054, 0.029957, -2.785662, 2.262084, -2.492148, 2.635577, -2.541442, 1.062479, -1.277560, 1.876987, 2.360365, 1.743423, 2.195022, -2.323463, 0.095485, 2.671783, 3.238202, 3.617651 +0.927542, -0.516134, 2.563968, -1.218291, -1.292346, 0.848585, -2.656252, -0.204705, 0.115010, 0.108978, 1.795852, -0.354615, -0.780961, 1.336824, 3.102444, 0.243490, 0.364804, 5.950734, 0.092283, 1.422996 +2.255136, 2.632838, 2.332781, 0.697303, -2.194907, 1.343196, 1.148047, -0.949058, 0.527424, 2.580051, 0.974593, 1.666006, -1.919214, 1.677721, 1.345882, -1.192382, 6.222957, 2.307151, 2.802357, 0.251755 +-1.836522, -1.502432, -2.751964, -2.364590, -2.267994, -0.054218, -0.481056, -0.739182, -1.624403, 2.254236, 1.483535, -1.837815, 2.626753, 0.163325, -0.990593, 0.016634, 4.104516, 1.556649, 3.233020, 3.103772 +-2.710064, -2.174663, -2.128324, 1.802154, 0.774863, 0.164102, 3.096911, -2.399576, -2.173795, -2.268713, -2.290335, 1.619706, 0.311331, 0.652208, -2.624892, -2.241019, 1.935201, 2.010561, 5.314598, 0.597422 +1.269706, -0.396013, 1.078012, 0.877281, -2.218708, -2.805468, 2.639203, -0.541801, 1.228752, -0.603696, 0.897000, 0.794473, -1.291534, 2.982629, 2.935499, -0.122856, 0.949002, 3.201481, 2.565970, 5.947705 +-0.507811, 0.522101, -1.457787, 0.884898, -2.632820, 1.140972, -0.066286, 2.380484, -1.168708, 0.184375, -1.391590, 0.990691, -2.249537, 0.840688, -0.041280, 2.257836, 3.140630, 4.620112, 1.524073, 3.017804 +0.936979, -1.454159, -0.070354, 3.006107, -2.786577, 1.198750, 0.194611, -2.845074, 0.412197, -1.571620, 0.172951, 2.918070, -0.516255, 0.513241, 0.208726, 2.673542, 1.849598, 0.255409, 6.158929, 6.122152 +2.344318, 2.905041, -3.035767, -0.286716, -0.549605, 1.507653, -3.078348, 0.902881, 3.141467, -2.989071, -2.284720, -0.995450, -1.954728, 1.434268, -2.242503, 1.802179, 4.488473, 1.870491, 6.114115, 5.667021 +-0.210460, -2.583903, 0.979931, 2.582724, -1.862165, -1.921098, -1.027969, -3.108291, 0.090525, 2.522739, 0.742542, 2.465406, -1.673170, -3.050095, -0.975554, 2.522769, 2.072626, 4.505002, 0.048038, 0.525568 +0.562882, -2.607832, 2.483995, -1.577102, 2.657843, 1.551054, -3.104457, 1.898686, -0.126190, 2.441946, 2.115275, -1.655120, 2.757612, 1.851964, -2.177601, 2.678705, 3.062461, 1.056778, 0.620462, 5.961602 +-1.853116, 0.025087, -1.933394, 3.114520, -2.154565, -2.117128, -0.003807, 2.615033, -2.168294, 0.853184, -1.944367, 2.914845, -0.369029, -2.439887, 0.363917, 2.052545, 4.007680, 2.092041, 1.937200, 0.553632 +2.735652, -2.155465, -1.394954, -0.829487, -0.739508, 0.230935, 2.129235, -1.348582, 2.575553, -2.798000, -0.703134, 0.224480, -0.039913, 0.191685, 1.945749, -1.282072, 4.287041, 1.924530, 5.548905, 2.178069 +2.105907, -0.442230, 0.999766, -0.952621, -1.200136, -1.113634, 1.384845, -1.986246, 3.068717, -0.853422, 0.650530, -1.581982, 0.440364, -0.974720, -0.396196, -2.185560, 5.377414, 1.555864, 3.898574, 2.938868 +1.487493, 1.743345, 2.260151, 2.332064, -1.640586, -1.861515, 2.822634, 2.065322, 0.588020, 1.734373, 1.514424, 2.252434, -1.557991, -2.386196, 2.077401, 1.874782, 0.153092, 0.118170, 1.200400, 1.885799 +-2.277453, -2.252592, -1.284775, -2.701382, -1.536582, 2.450374, -1.038957, -0.886604, -2.276945, -1.430653, -0.343527, -2.739411, -0.810059, -1.105513, 3.124751, -0.999607, 3.814035, 6.085403, 2.323732, 3.587986 +-2.472187, -0.038098, -2.312480, -0.409629, 0.438058, 3.130397, -1.792647, -1.199946, -1.953415, 0.917137, -3.011561, 0.592892, 0.140866, 2.739675, -1.547808, -1.039471, 2.034129, 3.190886, 4.105127, 1.609575 +-1.243451, 1.366790, 0.240529, -1.842387, -1.076705, 0.329451, 1.151067, 2.567454, 0.162215, 2.205287, 1.063347, -1.842194, -1.308902, 0.299243, 0.278274, 2.253434, 2.320155, 4.586944, 4.891589, 5.558118 +2.640239, 0.899789, -0.285725, -1.672391, -1.633678, 2.300936, 0.159720, 1.991741, 2.810306, 1.155698, -0.406343, -0.682381, -1.551188, 2.346417, -0.333139, -3.140293, 5.276625, 3.082460, 0.126005, 5.963835 +-0.841955, -1.459773, -1.557288, -0.665271, 2.137858, 2.836489, -2.488851, 0.817439, -1.864974, -1.704528, -1.517452, -0.292602, 1.301333, 2.803619, -2.118827, 1.501325, 4.987282, 4.906469, 4.046139, 6.131018 +-0.027544, -1.303600, 0.838794, 1.457352, -2.579520, -2.999109, 2.963340, -2.215444, 0.301655, -1.482810, 0.012076, 1.940941, -1.837197, -1.849406, -2.965834, -2.226892, 2.607063, 4.302709, 2.481051, 0.758092 +0.669192, 1.088378, 2.380353, -1.324688, 1.937417, -1.357360, -0.740852, -0.598396, 0.201437, 0.522541, 3.121715, -0.764619, -2.928033, -1.863047, -0.974496, -0.784006, 3.676577, 0.268982, 4.643685, 1.923084 +1.600944, -1.177728, -1.067554, 2.753483, -0.384356, -1.939502, 0.967909, 0.152620, 1.010738, -0.492353, -0.616183, -0.613263, 0.042693, -2.260279, 0.529505, -0.105618, 5.066597, 3.117230, 0.099645, 3.377082 +-0.664087, -1.066845, -2.562514, 0.933953, -2.090562, 1.614556, 2.693768, -2.206802, -1.263980, -1.097113, -2.527559, 0.749127, -2.403964, 2.713223, 2.384957, -1.933113, 2.754649, 5.735474, 6.151932, 1.272849 +1.948645, -3.003012, -0.526889, -1.928909, 2.206406, -2.012278, 2.282857, 0.746495, 2.601851, 2.752305, -0.884658, -1.511052, -1.511812, -2.150322, 2.284593, 1.594097, 2.128134, 5.015291, 4.527217, 1.182414 +1.214288, -2.197060, -1.782229, -1.642201, 3.036288, 2.848798, 0.061383, 0.415870, 2.715973, -2.772378, -0.897027, -0.398805, 2.511523, 2.936933, -0.140447, -0.225841, 2.032609, 5.631447, 1.720847, 1.226331 +0.911495, -0.891446, -0.932847, 2.613114, 3.040533, -2.035216, -2.374733, 1.968009, 1.293503, 0.281466, -2.052684, 3.063500, -2.126342, -1.752967, -2.854528, 2.507900, 2.331157, 2.926662, 3.307580, 1.702063 +-2.010867, 1.076865, 2.413926, 2.961309, 0.123935, -3.129641, -1.779744, 2.716287, -1.646327, 0.426453, -3.037638, 2.924364, -0.529258, -2.797733, -1.133444, 2.617872, 1.886933, 2.052776, 5.649003, 0.605589 +-2.650471, 1.842178, -1.747183, 2.807713, -0.551521, 0.675591, -2.587687, -1.252968, -3.008793, 2.188125, 3.004583, -2.073837, -0.715360, 1.518838, 2.691138, -2.015257, 3.201992, 3.765417, 4.334869, 4.728441 +-0.980276, -0.646734, 1.002606, 3.117634, -1.028971, -2.629934, 0.750238, 1.830479, 0.314370, -0.942363, 0.879625, 2.533094, -0.906879, -2.978944, 0.313768, 1.461968, 2.009247, 3.276668, 4.530342, 1.335072 +0.338434, 0.724042, 1.294695, 0.680843, -2.028885, -0.609361, -0.904034, 2.812345, 0.995874, 0.278378, 1.044644, 0.570001, -1.533560, -0.973867, 2.622406, 3.054281, 1.690451, 6.168504, 5.892524, 2.789997 +0.321438, 2.932864, 0.332232, 0.379185, -0.474546, -1.910512, 3.072908, -1.046797, -0.444936, 2.436265, 0.048616, -0.491874, -0.598633, -2.251604, -1.691404, -0.872281, 0.153108, 5.260834, 2.878045, 0.667611 +-2.057621, 2.053473, 2.208443, 1.399524, -0.180969, -0.353012, -2.507462, 1.920691, -2.041539, 2.831340, 2.078258, 2.051944, 0.060599, -0.472249, -0.792096, 1.888560, 2.238590, 4.582724, 0.299018, 2.962970 +2.504491, -0.183574, -0.982162, 0.898894, 0.592365, 2.132173, 1.984977, -0.037882, 1.766256, -0.232757, -0.177178, 0.527105, 0.737623, 2.762108, -2.752713, 0.729086, 3.186330, 4.334585, 5.280370, 5.422173 +-0.092765, -1.094163, -2.775777, 2.173447, 0.225778, 2.492216, 2.870027, 1.283938, 0.418253, -1.308356, -3.090676, 2.738348, -0.535124, 2.435621, 2.454913, 0.370862, 6.150172, 4.885132, 6.188935, 2.825800 +-2.082175, -2.702375, 0.116760, 0.574652, -3.112350, -0.076914, -0.057223, -0.501025, -2.094670, -3.137506, 0.923446, 0.159572, -2.708727, -0.229264, 0.777536, -0.961272, 5.194525, 2.779289, 6.223648, 6.209558 +0.797664, -1.175042, -0.311758, -2.148045, -3.118224, -0.784617, 1.285481, 0.538377, -0.481461, -0.956417, 0.013210, -2.887326, 2.011096, 0.024274, 1.167824, 0.682990, 2.320560, 1.959660, 5.309463, 1.609668 +1.473589, -1.445276, 0.937648, 0.969930, 0.953505, 2.159722, -2.467591, -1.688611, 1.464631, -0.875345, 1.390834, 2.419815, 0.442685, 2.216512, -2.520998, -2.515747, 3.856091, 5.568740, 1.529943, 0.718680 +1.408221, 1.064587, -0.122614, 2.796353, -1.190980, -0.707610, 2.419020, -2.712110, 2.300403, 0.115191, -0.490011, -2.524698, -1.455620, -1.476904, 2.224718, -1.073404, 6.065945, 5.926208, 3.986779, 6.198942 +2.303357, 0.259021, -1.949622, 2.012340, 1.235305, -0.898506, 2.745323, 0.315867, -2.769991, -1.268917, -2.239032, 2.353061, 2.557006, -0.939149, 2.288169, -0.227962, 2.744523, 0.639485, 5.487484, 3.954978 +1.883438, 1.902514, -0.262194, -3.066246, 1.294748, 2.081945, -1.014912, 1.708990, 1.114129, 1.357220, -1.247413, -2.872713, 0.837007, 0.166010, 0.176993, -0.156584, 3.105000, 2.298726, 1.277106, 1.357256 +-1.073899, 2.375744, -1.541637, 1.084107, 1.486245, 1.902518, -1.867115, -0.639136, -0.537765, 0.688254, -1.309422, 0.697591, 1.235774, 2.330109, -1.714860, 0.856588, 5.870839, 2.004923, 3.408753, 5.838214 +1.661863, -1.570790, -2.756131, 1.799726, -0.024674, 1.603013, -0.861383, 1.728527, 1.922747, -2.074052, 2.654893, 2.114838, -0.595578, 1.553352, -0.070341, 0.762558, 4.645996, 6.250963, 3.617514, 2.754933 +0.703913, -1.027034, -0.998279, -2.108007, -2.607966, 0.090980, 1.897353, -0.045986, 1.073828, -0.790504, -0.867305, -2.030304, -1.541878, 0.347932, 0.536868, 0.837567, 1.904053, 0.936054, 5.384111, 2.153993 +0.514582, -2.864087, 1.632025, 2.568270, 1.779273, -0.748439, -2.522821, -2.628875, 1.722691, -3.018784, 1.053277, 2.928579, 1.082675, -1.264259, -2.239047, -2.502260, 3.989330, 3.612526, 0.890796, 0.060605 +1.302659, 0.215275, 3.016908, -1.389406, 3.110897, -2.171182, 0.150494, 2.094309, 1.041926, 0.841100, 2.743607, -1.101803, 1.825065, -2.665899, -1.016822, 3.118330, 1.869629, 1.955907, 3.115784, 5.578282 +0.683412, -0.709182, -0.723402, -0.952154, 0.509220, 0.427248, 3.120113, 0.827342, 0.282598, -0.385051, 0.030726, -0.563513, 0.206845, 0.965927, -0.638151, 0.379763, 5.090553, 0.281934, 3.886474, 0.124812 +-1.761254, -1.383030, 2.493204, 1.832931, -1.561645, 0.304556, 2.458297, 2.260060, -2.439781, -1.081806, -0.695905, 1.193511, 2.577715, -0.461364, -3.111438, 1.756616, 3.322899, 1.078474, 1.331684, 2.190195 +-1.609712, 1.158083, 1.824182, 1.001692, -0.657973, 2.411363, -2.685747, 2.626854, -1.233005, 1.738776, -1.020832, 1.191753, -0.584902, 2.900600, 1.736695, -3.105911, 2.267685, 2.713740, 0.861565, 2.654639 +-2.852304, 0.119500, 2.761637, 0.754319, 2.246953, 2.816040, 0.006318, 2.976682, -1.791152, -0.752336, 1.992685, 0.122694, 1.958988, -2.914880, 0.449731, 2.462869, 0.605351, 3.347645, 3.515231, 2.552184 +1.095606, 1.533446, -2.239783, -1.956941, -0.061541, -2.964272, 1.473095, 0.753511, 1.515890, 3.000777, -2.093662, -1.611293, -1.268807, 2.300073, 1.901321, 0.850577, 5.249120, 1.430826, 0.766687, 1.203431 +-1.942128, 1.502516, -1.263798, -0.227647, 1.760582, 1.948726, -2.172280, 2.174287, 2.951503, 1.773026, -0.665185, -0.712826, 2.175795, -1.933094, -2.090272, 1.698127, 0.181545, 2.831943, 3.436078, 4.336546 +-0.979731, -0.769294, -1.061224, -2.909658, -2.853545, -1.117956, 2.047915, -0.894346, -1.302610, -1.191573, -0.675686, 2.972571, -1.506703, -0.990573, 2.518334, 2.168903, 3.833275, 1.887249, 5.296494, 3.804004 +-0.660876, -0.516070, -2.358788, 1.211764, 2.353494, 2.582233, 1.403621, -0.742547, -0.306567, -2.587416, -2.356040, 0.562167, 2.860715, 2.422408, 0.903008, -0.603655, 4.590568, 4.217022, 0.955167, 5.813968 +-2.727446, 0.569193, -2.157253, -0.399975, -0.340174, 2.684438, 0.415428, 2.362362, -2.085970, 0.092513, -1.700414, -0.334113, 0.078955, 2.838092, 0.830741, 2.924306, 3.067620, 3.029554, 1.741825, 4.320798 +-0.988293, -0.018508, 0.072607, -0.412990, -2.380088, 1.460792, 0.387859, 0.453513, -1.551551, 2.112462, -0.043879, -0.721704, -2.655301, 2.112555, -2.258236, 0.222700, 3.368381, 4.840901, 5.822720, 6.242662 +-2.839392, -0.997318, -2.072320, 3.098041, 1.533703, -1.468854, 2.716218, -0.662370, 2.897951, -1.028739, -1.512301, 2.588415, 2.410199, -0.929767, 3.124258, -0.690651, 1.305689, 2.466172, 5.639287, 3.847514 +1.716195, -2.943852, 0.771801, 2.252365, 2.156882, -0.762068, -1.050513, -2.577707, 1.943142, -3.053487, 1.394349, 0.898134, 2.418163, -1.434556, -0.673203, -3.030640, 2.410108, 3.705919, 0.278712, 0.325341 +-1.182406, -2.895398, 1.156912, -2.622378, -0.216511, 0.659637, -0.314180, 2.748382, -0.662479, -2.458122, 3.081529, 3.075464, -0.892352, -0.327306, -0.157774, 2.515818, 1.398917, 2.235760, 5.440453, 6.157181 +-0.672903, 1.783440, -1.637446, -0.985291, 1.521436, -1.036874, -1.336668, -1.096560, -1.286247, 1.616468, -1.550872, -1.228949, 1.385527, -1.119509, -2.019265, -0.311639, 5.434653, 5.536619, 2.974114, 2.081851 +-2.676130, -1.233502, 0.309449, 2.510474, -2.711180, 0.744390, -1.653292, -3.074367, 3.080364, -1.355018, 1.759799, 2.477689, 2.605100, -0.054321, -1.578036, -2.906072, 5.387310, 0.489112, 1.343843, 0.563893 +1.203354, -1.363765, -1.523886, 0.661572, 1.805035, 1.163909, 2.785953, 1.607681, 1.148921, -1.877692, -1.411706, 0.456553, 1.987845, 2.114528, 1.411784, 2.806483, 3.274796, 0.199856, 5.021118, 4.013933 +0.786737, 0.156788, 1.368490, -1.608577, 0.963427, -0.502787, -2.188248, 1.285770, 0.904659, 1.431718, 0.708190, -0.411004, 1.705263, -0.730884, 2.999107, 0.668650, 4.533021, 0.345999, 0.819759, 0.322807 +-1.667078, -2.925520, -1.845195, 0.390660, -0.483537, 0.048536, 0.364404, 0.519634, 1.575803, -2.453482, -1.685212, -1.452725, -0.216697, -0.634248, 0.119022, 0.591012, 2.150615, 2.876983, 1.480792, 5.372891 +-1.241051, -2.163496, 0.941721, -3.051425, 2.371711, 2.173666, -2.026812, 1.833412, -1.813152, -1.396041, 1.060925, -3.108726, 2.159215, 2.415501, -1.524084, 0.655543, 5.152526, 6.273016, 1.085091, 1.218013 +-2.284655, 0.982202, -0.757375, -0.560058, -2.311050, -2.258639, -1.604720, 1.263492, 3.053746, 0.952045, -1.051966, 0.113808, -2.664057, -1.027216, -1.850315, 0.872990, 4.595706, 1.276437, 2.362095, 5.579752 +1.991352, -0.952318, -2.850244, -2.022967, 1.954661, 0.618782, 0.634614, -2.937525, 2.761813, -1.334161, 2.670776, -1.750573, 1.726946, 0.022981, 0.020772, -2.428070, 2.337172, 0.333536, 2.215630, 4.960492 +-2.864893, -1.978598, 0.924466, 1.840377, -2.525686, 0.958909, 2.336990, 0.390429, 2.929608, -1.405458, 0.616246, 2.205406, -2.136835, 1.041710, 2.908318, 0.964271, 5.390579, 1.019690, 3.021730, 4.052379 +-0.811437, -1.913161, 2.132595, -2.178450, -3.042864, -1.842060, 0.286500, 1.126748, -0.673155, -0.582674, 1.583581, -1.485858, 2.184397, -2.481978, 0.069813, 1.487078, 3.854301, 3.755221, 3.864090, 1.051702 +-1.030467, 0.656132, -1.113858, -1.746062, 2.349484, 0.449451, 0.284342, 2.881914, -0.475086, 0.610050, -0.926636, -1.245702, 2.685548, 0.274892, 0.446901, -2.231260, 4.964169, 5.177603, 0.829516, 5.147334 +1.962580, -0.653956, 1.008904, -0.883481, 1.420836, 0.114522, -2.869092, -0.808456, 1.856723, -1.289291, 0.372351, -0.432941, 2.098338, -0.065393, 2.893547, -0.547544, 2.899769, 0.539435, 1.860188, 1.691937 +-0.600446, 2.974961, -2.432598, -3.045289, -0.339163, 1.306160, 0.041968, -1.673377, -0.364811, 2.388962, -1.614019, -2.433403, -0.613596, 1.386589, 0.684983, -1.908189, 0.939610, 2.002064, 2.390629, 4.718666 +0.677181, 2.427318, 1.046076, -0.904115, 0.558484, 0.468206, -1.590752, -2.534180, 0.415084, 2.056788, -0.148363, -0.570642, 0.091701, -0.028682, 0.200195, 2.009869, 5.047520, 3.387661, 0.544676, 3.438295 +2.576171, 2.056299, -0.666930, 2.074229, -2.121572, 0.255511, -2.560439, 2.209309, -3.010468, 1.494656, -0.600407, 1.051083, -1.629480, -0.180927, -2.614253, 1.984223, 5.828586, 3.971375, 3.227369, 1.999647 +2.781419, -0.626405, 0.771011, 1.977918, -0.460849, 1.728775, -2.681022, -0.751978, 2.647184, 0.212583, -0.897625, 1.880198, -0.361612, 0.949339, 2.016716, -0.577696, 3.962615, 5.180815, 1.910011, 5.057245 +-1.654285, 0.991417, -2.310495, 1.363747, -0.518520, 2.118607, 2.233107, 1.964275, -2.569996, 1.510773, -3.087351, 1.493053, 0.394183, 0.743249, 1.603574, 1.829403, 2.172805, 3.173161, 0.077387, 2.955164 +2.342761, 0.826012, 0.149090, -2.553876, 2.315197, -1.820463, 2.364105, -2.453164, 1.753171, -0.200546, -0.544714, -2.820867, 1.473216, -0.735378, 1.979158, 2.225308, 1.625228, 0.994451, 3.769990, 5.007041 +0.298949, -0.468814, -1.796262, -1.848316, 2.900653, -0.544635, -2.901503, -1.851293, -0.801890, -2.115762, -1.978626, 2.979874, 1.132570, 0.073545, -2.234042, -1.838046, 3.083584, 1.013448, 4.697766, 3.699609 +-0.008939, 1.287594, -3.069158, -0.293326, 1.458621, -1.405468, 0.298004, 2.378733, 0.238359, 0.882836, 3.012782, -0.605838, 1.171976, -1.526112, 1.014084, 2.557329, 4.833503, 0.117874, 2.771154, 4.197778 +1.224702, -2.338860, -2.321550, -1.720325, -2.311844, -0.644985, 0.582373, 2.134146, 1.622048, 0.027094, -2.328450, 0.955366, -2.739429, -1.004636, 2.769483, -1.785940, 1.087142, 2.983846, 1.739177, 5.869364 +-0.153705, -0.614481, 2.418085, -1.481420, 0.168842, 1.410262, 1.247540, -2.749064, 2.572364, 2.510888, 2.638421, -1.016540, -0.108069, 1.104692, 1.956680, -2.800292, 6.268048, 5.487404, 2.617561, 4.230484 +1.234710, -0.579184, -0.906192, 0.348822, -1.412598, 1.642158, -1.996331, -0.311257, 0.876216, -0.543296, -0.426325, -0.381658, -2.146253, 2.634582, -2.122717, 1.188919, 0.177889, 5.220211, 2.902523, 6.245621 +-1.896475, 0.755346, 2.399873, 1.773783, 1.496760, -1.985708, 2.248328, -3.086953, -2.614906, 0.392732, 2.024886, -0.581776, 1.409765, -2.572061, 2.725281, 2.328505, 0.399715, 1.230362, 1.634985, 1.313170 +0.301223, 0.686731, 2.279389, -2.551625, 2.107028, -1.800360, 2.851396, -1.860032, -0.355317, 0.186039, 2.086756, -2.356595, -2.695359, -1.839401, 2.647273, -1.253220, 3.874934, 1.113630, 1.152400, 4.411657 +-2.474369, -0.101297, 0.636973, 1.848116, -2.971995, -1.087768, -1.400735, -1.399213, -2.813248, -0.488816, 0.045620, 1.246010, -0.751213, -2.383485, -1.473939, -1.355269, 5.446364, 1.189065, 0.763762, 5.834283 +-0.987517, 1.810666, -2.115636, -1.061980, 1.472768, 1.113902, 0.754666, -0.571051, -0.287745, 2.014778, -2.101629, -1.288076, 1.909809, 1.008524, 0.736460, -0.189756, 5.797935, 3.358617, 1.360969, 1.633031 +2.526524, 0.135018, -2.476212, 1.361018, -0.578225, -1.777497, 0.400377, -2.768572, 1.800012, 0.377030, -2.189103, 0.341301, -0.622711, -2.365942, -0.315542, -2.589352, 4.334885, 1.642479, 2.075835, 1.407554 +-0.249094, -2.070538, -3.064520, 0.308455, -1.649997, 1.066033, 2.410485, -0.019275, 0.712610, -2.270659, -2.557518, -0.099835, -2.277640, -2.133881, 1.970832, -0.121241, 1.899091, 1.004505, 0.654035, 5.994005 +0.666318, -3.095834, -2.254117, 3.037735, 1.442645, -0.284895, -1.349771, -0.191360, 0.387170, -2.924837, -2.889326, -2.536406, 0.666797, -0.428375, -1.459278, -1.122164, 4.174223, 3.380729, 3.603888, 3.436810 +-2.714651, 0.693356, 1.470560, -0.675432, 1.804408, -1.646802, -0.483195, -1.473350, -3.067177, -0.087081, 1.939350, -0.201132, 2.426838, -1.777314, -1.976779, -1.438563, 0.910243, 0.953446, 5.295820, 2.148782 +0.981246, 0.464902, 0.457546, 2.032428, 0.656648, 1.055484, -1.592656, -2.532458, 1.952645, 0.669732, 0.873028, 1.344226, 0.612428, 0.763097, -1.599731, -2.818064, 4.645291, 4.762799, 1.135110, 0.500029 +-2.691927, 0.184123, 2.458360, -0.217546, -1.993938, 1.965374, -1.604321, 2.608495, -0.215019, 1.326148, 0.835359, 0.002389, -1.592021, 2.056613, -2.118117, 2.396468, 4.685865, 4.133689, 5.429146, 3.892237 +-0.990291, 2.162423, 2.744476, -1.927042, -0.287170, -2.032284, 2.270686, -2.074420, -0.059530, 1.984709, 1.420274, -0.975937, -1.042201, -1.958842, 1.565095, 2.398316, 1.277461, 6.153046, 1.268024, 4.001462 +-2.482725, -1.741135, -3.053752, 1.162019, 0.274967, -0.393381, 1.011449, -1.205660, 3.056750, -0.943805, -2.620367, 0.760043, 0.543284, -0.341154, 1.676756, -1.551615, 2.207758, 2.134516, 2.042304, 0.043641 +-0.971351, -1.646707, 2.361582, -2.244314, 2.650429, -0.023235, -2.767791, -0.146762, -0.542269, -1.528029, 1.592514, -2.645505, 2.863359, -0.781579, 3.013969, -2.714823, 4.604108, 1.669942, 0.406209, 2.391076 +1.390976, 0.761434, -0.926048, 2.367923, 2.020688, -1.987825, -2.299553, -0.142828, 0.940529, 0.941358, -1.102050, 0.843170, -2.361086, -2.122924, -1.942227, -0.087703, 2.871521, 1.226391, 3.225602, 4.058091 +0.301079, 0.944886, 1.903218, -0.644874, -2.020630, 1.629964, 0.723702, 0.479232, 0.091922, 2.264643, 1.657585, -0.968318, -2.326608, 1.067009, 0.563559, -0.018073, 1.719551, 3.708334, 3.656265, 0.165642 +2.857134, 1.547361, -2.934081, -0.531032, 0.608065, -0.308669, -0.632923, 1.664873, 2.318377, 2.086203, 2.381015, 1.478526, 1.446993, -0.608430, -0.141323, -3.103916, 2.817987, 5.044493, 3.567004, 5.149344 +2.566961, 2.677071, -0.147980, -0.931236, 0.542178, -3.034567, 0.428178, -2.423130, -2.966529, 2.620814, 0.335802, 1.595033, 0.699731, 2.535401, 0.511559, -2.187928, 3.174046, 0.357496, 6.002987, 3.354366 +1.168379, 0.787271, 2.569215, -1.093536, -2.263432, -1.384040, 2.561778, -1.670820, -0.006105, 1.078500, 1.480828, -1.280339, -1.912725, 0.573314, -2.053729, -2.070000, 1.095053, 0.596769, 1.152192, 2.764355 +-0.941035, 1.753157, -2.997853, 3.122913, -1.403902, -0.521272, -2.531183, -0.267824, -0.584602, 1.617375, 2.874663, 2.602528, -1.035689, -1.235800, 2.715694, 0.070650, 2.344938, 5.051301, 5.529036, 3.428096 +2.103610, 2.382725, 2.252479, 1.343338, 2.233057, -0.483174, 2.783051, -1.086139, 2.935689, 2.134387, 2.126426, 1.263465, 1.621846, -1.308313, 2.339538, -1.794088, 1.946518, 4.383634, 1.247656, 6.025986 +-0.970466, -1.744685, -2.378483, 2.995936, -2.549568, 1.313055, -1.710895, 0.194204, -1.921764, -2.090229, -2.713293, 2.549247, -3.056565, 0.691598, -2.653386, 0.903718, 3.520034, 0.431630, 4.089378, 3.093046 +-3.069927, 1.097444, 3.023540, 1.835426, 0.894739, -1.261992, 2.358963, 0.862807, -2.719786, 2.089594, 1.542603, 2.271315, 0.890176, -0.688545, 2.014024, 0.773431, 2.175188, 0.164547, 0.900681, 3.584952 +1.825093, 2.081122, 1.516865, -1.346576, -0.819393, 1.149300, 0.232282, -2.729381, 2.471071, 2.944931, 2.189360, -0.648556, -2.201309, 2.395457, 0.531595, 1.766566, 5.277485, 3.052763, 4.534038, 4.075957 +-2.306184, -2.441255, -0.909014, 0.630601, 2.562851, 1.671641, -2.124745, 0.624390, -2.917581, 2.229596, -0.607224, -0.014810, 2.590904, 0.641169, -1.408839, 0.916692, 6.026519, 0.769614, 3.033759, 5.028194 +2.557067, -0.385442, 0.545176, 0.410868, 0.511290, 1.441819, -2.765284, 0.777767, -2.062832, -0.040415, 1.351222, 1.730787, 0.478473, -2.758853, 1.894505, 2.563802, 3.214828, 5.226808, 2.220108, 5.094550 +-2.379040, -0.484281, -2.734595, -1.103494, 2.607122, -2.350633, -0.929170, -1.442557, -2.143743, -1.745330, -2.370899, 2.871077, 1.888053, -2.721331, -2.149380, -1.587910, 6.055103, 2.834914, 3.663765, 2.546051 +-0.112100, -0.920940, 0.543960, 2.890753, -0.518286, -1.151408, 1.027883, 1.614491, 1.111025, -0.525874, 0.981448, -2.965906, -0.993418, -1.852940, 2.686086, 1.337515, 0.630387, 2.072348, 4.711342, 1.777941 +-1.674527, 0.654774, -2.320767, -1.177824, 0.202331, 0.082488, 2.339099, 0.027760, -0.870025, 0.370177, -2.839976, -0.207758, 0.782068, 0.884069, 2.287845, 2.270242, 1.472196, 5.545923, 6.264853, 1.150063 +-0.000313, 2.419665, 1.689530, 1.302955, -2.495843, -1.896628, 2.881111, -3.082238, 1.135460, 1.656376, 0.687462, 1.160667, 3.058209, -1.993050, 2.788950, 1.053036, 2.496156, 5.760148, 1.712545, 1.779283 +1.646948, 0.550506, 1.642102, -0.260039, 0.052408, -0.787995, -2.179996, 2.221394, 2.769387, 0.153321, 1.438695, 0.182372, -1.595518, 0.017662, -1.301633, -2.536946, 4.583829, 0.237488, 0.537894, 4.321830 +-0.068984, 2.764891, -0.917275, -0.574577, 0.559919, -1.676605, -2.417938, -1.788592, -2.822060, 2.315461, -0.994362, -1.488484, 0.799668, -1.804152, -2.597660, -2.609179, 5.792250, 5.194899, 3.335214, 2.363169 +-3.033042, 1.150339, -2.779554, -3.129116, -1.021859, 3.049005, 0.646032, -1.158014, -1.625726, 0.789792, -2.269400, -1.947379, -0.231453, 2.710089, -0.349530, -1.995880, 4.054901, 2.083841, 2.133522, 4.287131 +2.881618, 0.184547, -1.054227, -0.020177, -3.087591, -1.082603, -0.162344, -2.021052, 2.062430, 0.280822, -1.224180, 0.646927, -3.112526, -1.223424, -0.564919, -2.040029, 0.205973, 0.898056, 1.216571, 2.041229 +-0.175043, 0.541115, -0.960900, 1.972852, 1.399977, 2.714499, -1.760227, -2.044021, -0.539368, 0.488313, -1.635857, 1.088495, 0.799382, 2.915059, -1.697558, -1.180907, 5.058251, 3.027571, 2.721127, 0.071170 +2.413449, 1.225472, 0.811876, -0.166878, -2.441303, 2.535329, -2.416415, 2.360768, -2.570995, 2.696342, 1.506143, -0.685017, -2.769877, 1.861311, 3.114551, 2.679689, 0.027854, 2.522384, 1.604539, 4.089296 +-2.423891, -1.891182, 2.821164, -0.425184, -2.823545, 0.435701, 0.879879, 3.042641, -2.189615, -1.099108, -2.513158, -0.499312, 3.132109, 0.541306, 0.859502, 3.127994, 5.247436, 1.455481, 2.582143, 3.665728 +-2.710231, -2.311272, 2.480927, 1.115046, -2.369598, -1.568210, -2.500450, -0.859748, -1.380240, -1.264516, 2.218868, 1.667346, -2.241772, -1.295123, -2.989395, -1.379779, 5.079829, 3.879482, 0.019523, 6.027888 +-1.670552, -0.622278, -1.200868, -0.235042, 0.587793, -2.993998, 0.005025, -3.099167, -2.097939, -1.137384, 1.347344, 1.998679, 0.813720, -2.507601, -0.192288, 2.970583, 1.082760, 3.616277, 1.195844, 3.334209 +-0.407334, -1.475951, -2.619823, -2.391700, -1.324474, 1.240050, -3.077949, 0.430726, -0.332060, -1.440547, -1.688618, -2.419136, -2.002351, 2.143243, 2.412736, 0.470687, 1.731807, 0.235901, 5.697772, 1.960974 +-2.705498, -3.051180, -1.928804, -1.780084, -2.898912, -3.139999, -1.122533, 1.438455, -2.488638, -1.792439, -1.607559, 1.847952, -2.673252, 2.632277, -1.092592, 1.163867, 5.604409, 6.191179, 3.051337, 0.341628 +1.529517, 2.265713, -1.993316, 2.122001, -1.134331, 0.629958, -2.235662, -1.874364, -1.275127, 2.993972, -2.003658, 2.258513, -0.816567, 0.298859, -2.873117, -3.016976, 5.887999, 3.387515, 4.228978, 6.035548 +-1.501810, -1.165347, 0.517897, 1.205891, -1.185016, 1.785160, -2.345114, -0.994268, -1.850410, -0.312560, 1.007410, 0.676969, -0.886014, 2.413847, -1.545210, -0.696075, 2.686827, 5.663372, 1.827217, 6.071562 +2.057052, -0.519191, 2.668607, 3.086877, -2.690592, -1.940525, 1.658176, 1.276330, 0.141575, 0.599013, -2.784490, -2.836803, 2.954832, -2.782703, 0.605136, 2.380883, 0.633540, 2.459716, 1.956402, 1.919978 +-0.301720, 0.795219, 0.936408, -1.479978, -2.683036, -2.375340, -0.911180, 0.003134, 0.189798, 0.768811, 1.353496, -1.377941, -2.210436, -2.659769, -1.232005, 0.517350, 2.984756, 1.580121, 6.257957, 1.476844 +1.429662, -2.830792, -3.132166, -1.102525, 1.988180, -2.748016, -2.958567, 2.145502, 1.381504, 2.229252, 1.133545, -0.020679, 1.781034, -2.966948, 1.575632, -2.002698, 2.865343, 5.578807, 6.090733, 5.240209 +1.440643, -1.839257, -0.801290, 1.603916, -2.529192, -2.019962, -2.079514, -2.937952, 1.411823, 3.044063, -1.967813, 1.003785, 2.250766, -1.249983, -2.574909, -2.956697, 1.088549, 3.859219, 2.880804, 1.334036 +0.770638, 2.328364, -0.148271, 0.630552, -2.887359, -2.921745, 0.537083, -1.947041, 1.797127, 1.730932, 0.411855, 0.949140, 2.253831, -2.965523, 0.166758, -1.041115, 2.116720, 0.593381, 5.894374, 1.316489 +-0.413583, 1.503971, 2.690697, -1.572453, -1.578570, 0.709167, 0.254587, 1.481646, -1.207567, 0.646309, 1.960796, -2.024748, -2.293984, -0.108571, 0.243247, 2.129464, 1.992153, 4.070048, 3.337901, 0.090806 +-2.937673, 1.300802, 3.054044, -3.137127, 2.950958, 1.292199, -2.885942, -0.838265, 3.092900, 1.345970, 2.744357, 2.695069, 2.034473, 1.628184, -2.993408, 0.775027, 6.269901, 3.690185, 6.115084, 3.975392 +0.615569, 2.233762, 0.244891, 1.514886, 1.783929, -1.416571, 2.735301, -3.072577, -0.359563, 1.778407, -0.349275, 0.923016, 1.793815, -0.717812, 2.948367, 3.085215, 3.883687, 5.465994, 3.302994, 1.557692 +1.047533, 2.857536, -3.073342, 1.662069, -1.555251, -2.749961, 2.669167, 2.386259, -1.227301, -3.069312, -2.844836, 2.727092, 0.425066, -2.171803, 2.771930, -3.018801, 0.507718, 6.175611, 0.404174, 2.234857 +1.353060, -1.975135, -2.166820, -1.851942, 0.838365, -2.886862, -2.532961, -0.709934, 1.632117, -1.793872, -1.769947, -2.062035, 0.261399, -0.972266, -2.710510, -0.296544, 4.091760, 4.861997, 4.699782, 2.561876 +-1.850840, -0.546262, 2.824513, -2.934957, -2.528721, -0.776680, 2.521378, 2.725190, -1.805056, -1.430824, -2.904760, 1.673082, -0.769712, -1.148100, -2.842879, -2.763802, 4.379561, 1.322942, 0.937294, 0.209766 +1.934978, -2.478182, -0.703355, 3.135981, 0.410679, -2.785042, -2.700155, 1.996628, 2.089013, 2.620886, -0.667114, 2.404005, 0.141425, 2.494913, -1.711956, 3.096260, 3.937528, 5.263223, 3.403510, 1.150576 +-1.616996, -1.808170, 1.885328, -2.941742, -1.840293, 0.889503, -2.141055, 0.570374, -2.009153, -1.396124, 2.067097, -2.891132, -0.829045, 0.689182, -2.017639, 1.711950, 3.457289, 0.918666, 0.255726, 2.371368 +1.577308, -1.428475, -1.296673, -1.185653, 0.011302, 1.873457, 0.752390, 1.421576, -0.807185, -0.246441, -0.953822, 0.286083, 0.829088, 2.617586, -0.966524, 1.391927, 4.694576, 5.838203, 0.544284, 6.047262 +1.826355, 1.519633, -2.880859, -1.185900, 1.104961, 0.160161, 2.914953, 1.605183, 1.918441, 1.438960, -2.515186, -1.558580, 0.995857, 1.976201, 2.658480, 2.044554, 3.351869, 4.603392, 6.249091, 5.863902 +2.360550, -0.308918, 0.364016, -2.982806, 0.119823, 1.016432, -0.152089, 0.196453, 2.189235, -2.325330, 0.316156, -2.913729, 0.188478, 0.966042, 0.174066, 1.413567, 3.802813, 5.575671, 6.071258, 2.786353 +1.771526, 0.975982, 0.450047, -1.295799, -1.215934, 2.745064, 0.743387, -2.708557, 1.507671, 0.821233, 1.180360, -1.105292, -1.064461, 2.738329, -0.535387, -0.079812, 5.727593, 2.562140, 5.089751, 4.004357 +-2.388894, -1.442139, 1.356874, 2.642871, -2.258846, -1.787056, 1.672248, 1.780287, -2.112672, -0.795086, 0.506988, 2.783890, 2.861493, -1.190961, 1.787417, 1.404288, 4.647740, 3.229195, 3.254064, 1.860027 +0.768357, -3.030973, -0.352258, 2.080201, 3.078878, 0.171105, -1.047814, 2.633359, 0.588985, -0.549772, -0.377349, 2.761097, 2.574346, 0.195128, -0.922405, 2.427842, 2.435951, 2.859868, 1.400072, 1.569625 +-2.174845, -2.289858, 1.169481, 2.510185, 0.650504, 1.732186, 1.359684, 2.617663, 2.257348, -1.549650, 1.340943, 2.230135, 0.308066, 1.699066, 1.223019, 2.636902, 1.524341, 0.557672, 3.754020, 1.155338 +0.575328, -2.859070, -1.037301, -1.184196, -0.863233, 1.895623, -2.955691, -1.845367, 0.379778, -2.146775, -1.915976, -2.286467, 3.134469, 0.586185, 3.101031, -2.523369, 0.287904, 0.963447, 3.992992, 3.029563 +0.929291, 0.218752, 1.816630, 1.999107, -2.402840, -1.673904, -0.249750, 2.891830, -0.010810, 0.113196, -0.947180, 2.838462, -1.975078, 2.716817, -0.604334, 2.636564, 1.473548, 1.455152, 4.716305, 1.392249 +-1.992543, -1.200472, -2.238882, 1.326305, -3.026338, -1.072192, -1.249850, 2.417546, -1.240536, -0.690723, -2.761018, 2.045370, 2.733128, -1.397429, -2.159006, 2.066868, 5.018881, 2.272664, 3.488732, 2.539335 +-3.020533, -1.556978, 1.797563, -1.939917, -0.374949, -1.659071, -0.414237, 0.741374, -3.111689, -2.732686, 0.696980, 0.059011, 0.480549, -3.140767, -0.982481, 0.456584, 3.395482, 3.216048, 4.899859, 1.198543 +-2.543559, 1.097660, -3.067750, 0.635244, -0.561855, 2.022824, -1.952310, -1.755337, -2.066315, 0.503432, -2.711073, 0.036268, -0.025624, 1.871586, -2.288746, -0.644733, 3.105415, 3.162701, 5.020060, 1.120093 +-0.601604, 0.514725, -1.462972, 2.892319, -1.093591, 2.246658, 1.237955, 1.708254, -1.549691, 0.893173, -0.994833, -1.676777, -1.336577, 2.711394, -0.049274, 2.334944, 1.695195, 3.521802, 0.225016, 1.682613 +-0.612480, -1.646772, -0.911596, -3.055442, -0.061483, -1.801946, -2.342218, 3.061011, -0.200843, 2.420742, -0.375516, -2.776833, -0.128360, -1.861625, -2.296341, -3.038588, 0.673963, 3.448718, 3.253815, 6.277616 +-2.761817, -1.637397, -0.966817, 1.818485, -2.838898, 0.342756, -0.662147, 1.743643, -1.584498, -1.458999, -1.364161, -1.788745, -2.597315, -0.134149, -1.534554, 1.122730, 5.600715, 1.294641, 1.628964, 2.721058 +-1.284888, 2.721686, 2.734570, -0.509845, -2.862373, 2.283316, -0.514947, -0.425805, -0.716964, 2.521134, 2.941027, -0.797440, -2.257131, -3.079394, -0.498941, 0.243195, 4.147261, 1.278184, 4.063563, 0.935651 +2.426711, -0.886484, 0.250255, -1.598858, 1.218180, -0.808593, 0.550602, -0.925827, 0.224170, -0.105196, 0.544386, -0.251344, -1.064209, -0.325713, 1.677158, 1.490068, 2.638294, 1.695078, 5.482329, 2.524685 +-2.241218, 1.440926, 2.925975, -0.697779, -2.710506, 1.044665, 1.383215, -1.348438, -2.759280, 1.490601, 2.972131, -1.120952, -2.354847, 0.083017, 1.580612, 0.402576, 4.951724, 3.797594, 1.973995, 2.046217 +-0.496503, 3.124681, 2.295092, 0.134568, 1.331668, -2.472812, -0.497875, 0.659228, -0.033486, 2.704648, 2.160607, 0.801931, 1.188948, -2.281136, 0.904006, 1.156688, 5.448019, 5.631316, 4.485969, 5.489389 +2.250778, 2.306362, 2.619941, 1.637438, 0.254432, 2.348978, 0.375953, -2.726045, 1.840688, 2.030281, 2.193424, 1.362752, 0.447646, 2.586114, 1.929460, -2.337507, 3.777976, 1.627845, 3.287291, 1.088608 +-1.337135, 2.867438, 0.396445, 2.394294, 2.698343, -0.780105, 2.803280, 2.395153, -0.898134, 2.454485, -0.762895, 3.013469, 2.258665, -1.070471, 2.678023, 0.939319, 4.921978, 4.195852, 3.083460, 1.493739 +-1.762264, -0.757454, -3.085431, 1.417001, 0.062457, -0.129225, 0.738301, -1.080164, -1.402365, -1.467177, 2.896319, -0.954833, -2.427977, 0.374468, 1.461798, -0.636551, 1.699808, 0.886680, 2.347131, 5.946348 +-0.093810, -2.074842, 0.290938, 2.046537, -0.472266, -1.759034, -2.528260, 2.530728, -0.163686, -2.774247, 0.122593, 2.727084, 0.273745, -2.463143, -2.610325, 2.373719, 0.566076, 3.833876, 2.237322, 1.705921 +0.539797, 2.879058, -0.286639, -2.932071, -0.010148, -1.456384, 0.161357, 2.053958, 0.888982, 2.402732, -0.061002, 3.007984, 0.886147, -1.143057, -0.518303, 2.719605, 5.753536, 4.860511, 0.125282, 0.878113 +-1.986478, 2.827981, -1.883277, 1.392017, 2.580303, -0.003795, -2.096196, 3.014630, -2.117186, 2.173374, -2.038927, 0.792157, 2.881029, 0.316019, -1.704529, 0.632749, 5.689361, 3.459000, 3.979473, 1.876538 +2.547082, -2.294003, 1.455023, -2.908200, 2.216669, 1.421823, 1.213492, -2.459846, 2.131650, -1.471126, 1.254336, 2.788252, 2.319112, 0.576150, -2.297827, -3.001745, 1.519435, 0.872180, 3.614671, 5.368046 +1.049217, -2.696433, 3.063049, -3.008403, -0.998821, 1.552327, -2.010796, -2.227293, -0.567629, -2.381737, -2.164741, 3.139344, -1.308054, -2.200875, -1.565937, 3.008427, 6.232789, 1.144106, 5.230932, 5.235696 +-2.223924, -2.470355, 0.334398, 2.719416, 1.804694, -0.727188, -2.156344, 2.002357, -1.750837, -2.004271, 0.301153, -2.894897, 2.695946, -0.363307, -1.392568, 2.466523, 0.419231, 3.197542, 1.821946, 1.561412 +-0.045149, -0.492046, -2.219164, -0.411354, 1.555831, 3.012787, -2.279406, 2.398953, 1.093190, -0.692150, -1.178158, -1.205402, 3.071811, 2.851835, -0.707897, 2.457529, 4.772503, 3.762445, 4.498570, 4.295587 +2.613143, 2.957231, -1.677722, 0.211893, 0.899051, 2.091481, 2.821595, 2.608882, 1.814566, 2.732342, -2.064698, -1.170575, 2.553201, 2.100041, -2.679116, 1.709419, 2.770991, 1.234473, 5.139313, 3.462411 +-0.531108, 1.324126, -2.607922, 0.827894, 0.439370, 1.493615, 2.140804, -0.974089, -0.511950, 1.458246, -2.762177, 1.100222, 2.554493, 0.825945, 1.711234, -0.882241, 0.091738, 3.465444, 0.467119, 0.146196 +-1.299576, 0.853645, -0.605179, -2.326793, -1.995473, 1.200822, -0.868905, 0.291685, -1.437694, -0.125148, -1.249857, -2.463306, -1.435504, 0.769024, 0.401176, 0.701841, 3.295049, 4.228718, 1.474084, 2.035108 +0.073097, 1.564764, -0.106046, 2.296035, -2.029510, 2.212034, -0.418383, -2.756982, 0.173288, 1.268469, -1.511298, 1.860631, -2.412449, 2.165658, -0.295297, -2.705349, 1.956413, 2.506388, 0.524430, 0.460947 +-1.310037, -0.211926, 2.146780, 2.726669, -0.078119, 0.361962, -2.137438, 2.443045, -0.036057, 0.161493, 0.963480, -2.783253, -0.619138, -0.146124, -2.991189, -2.864633, 1.388156, 6.133149, 6.273844, 1.113471 +-2.357630, 0.345195, 3.058391, 2.152349, 2.581504, -2.290329, 0.779424, -2.369177, -2.007796, -0.347173, -2.574527, 2.435334, 3.064550, -2.370187, 0.275093, -0.107789, 6.059310, 1.945134, 2.445371, 0.216828 +3.081173, 1.632376, -1.600284, -2.490567, -1.304925, -0.734411, 0.582780, -2.958814, 3.065142, -1.332596, -1.066322, 2.948461, -1.214741, -1.603509, 0.428366, -1.809288, 4.506937, 5.385219, 1.017505, 5.449382 +-1.353963, 0.062662, -0.069955, 1.693027, 2.741113, 0.794835, 3.119007, -0.000686, -1.864079, 0.265782, -0.747474, 0.991958, 1.123786, 1.207385, -3.079524, 0.393655, 4.896035, 5.425689, 3.234133, 4.590845 +-1.280683, -1.464404, 2.164158, 1.448275, 1.876220, -0.105140, 0.947680, 0.263332, 1.686097, -2.674013, 1.011437, 1.767135, 2.057962, -0.788019, 1.016733, 0.550585, 5.687649, 1.569544, 3.171347, 4.571578 +-1.056790, 1.449973, -2.918954, 0.636094, -0.373999, -1.863951, 0.175263, -2.743179, -1.192419, 0.687635, 0.473286, 0.049302, -1.094709, -1.489605, 0.473096, -1.595744, 1.430790, 0.413978, 2.743691, 2.107085 +1.929838, -2.571315, -1.854224, -2.862455, 2.497794, 1.735412, 2.997703, 0.773150, 1.668404, -1.523086, -1.540458, 2.466266, 1.398963, 2.650564, 2.270917, 0.058950, 1.855554, 0.835903, 5.139706, 2.089304 +-1.140153, 1.593023, 1.531938, -0.292061, -2.486689, 0.675375, -2.951183, 0.818051, -0.435902, 0.767246, 1.955577, 0.420059, -2.753576, 0.387784, -1.913604, 0.418007, 3.626842, 4.014786, 1.419245, 5.757195 +1.174305, -2.986290, -2.079935, -1.428475, 2.264873, 2.037657, 2.673131, 1.359323, 0.931387, -2.535977, -2.549908, -2.135294, 2.391588, 1.572179, 1.440418, 1.932636, 2.844007, 0.948633, 5.689989, 0.069153 +-2.017365, -1.739403, -1.716334, 0.358364, -2.891881, -0.638356, 2.594050, 2.144112, -2.157155, -2.034229, -1.955348, 0.356410, 1.991641, -0.063109, 2.679633, 2.500241, 4.909246, 2.377759, 5.405469, 3.780709 +1.828291, 1.570112, 1.886247, 0.845348, -2.060652, -0.115942, 0.507372, 2.570604, 2.067480, 1.726868, 2.896109, 1.735099, -2.913688, -0.636015, 0.022341, 0.810907, 0.232361, 4.829015, 3.889567, 2.867234 +-3.107572, 0.509030, -0.113620, 0.487600, -2.764452, 0.285877, -0.504332, -0.788361, -2.829673, 0.596613, -1.546576, -1.309157, -2.289840, 1.101671, -0.441176, -0.910891, 5.872024, 5.488278, 0.617952, 0.300761 +-0.017722, 1.939768, 0.124839, 0.981944, 2.547945, -0.720425, 1.934346, -3.094124, -0.327941, 2.457306, 1.132918, 1.886213, 0.956316, -0.791493, 2.809332, 3.123378, 3.752963, 5.063843, 4.224000, 2.112181 +1.731287, 0.736151, 1.636869, 0.864319, 1.569596, -1.328980, -2.444995, -2.977522, 1.598777, 2.540702, 2.732344, 0.913614, 1.121191, -1.368819, -2.112177, 1.814784, 2.982302, 0.592830, 0.808126, 2.113203 +-2.222323, -1.923452, 0.187683, 2.904615, -0.239556, 3.104720, -1.949110, -3.002624, -0.240622, -1.718328, 0.445408, 2.933165, -0.052203, 2.127953, -1.657381, 2.562380, 2.461879, 5.101917, 1.761427, 0.098009 +2.561020, -2.280675, -3.119549, 2.775482, -0.247045, 0.776080, -1.000831, -2.834636, 1.058555, -2.900468, -2.460922, -3.019779, -0.338336, 0.639266, -0.932612, 2.237740, 3.969211, 1.504595, 4.120380, 0.059153 +-0.972140, -0.517833, 2.568558, -0.485431, 2.444625, -0.368084, 0.234190, 2.346777, -1.616865, 0.165061, -3.135159, 0.168693, 2.458083, -0.861540, 0.692401, 2.271036, 4.810700, 0.885917, 3.480437, 4.421839 +1.038672, 0.884688, 2.597874, -0.098622, 0.749953, -1.713621, -0.281650, -0.388082, 0.828459, 0.758434, 2.393218, -0.000600, 1.948967, -2.531272, 2.470263, -0.509179, 4.494560, 0.828933, 3.966961, 0.486704 +-0.148331, 1.047817, 1.468179, -2.302931, 0.952284, 2.346256, -2.251913, 2.236177, -0.988385, 1.142803, 1.707995, -2.324751, 1.885643, 1.921421, -2.041156, 0.609920, 5.479232, 2.889112, 0.783734, 0.066754 +1.543619, -1.791383, 1.363715, -1.793210, 0.926918, 0.844157, -2.546913, -1.917005, 1.853479, -2.019352, 0.750815, -1.725434, 1.416800, 1.000873, 2.311656, -1.965027, 3.812649, 0.947226, 1.183199, 3.710215 +-0.035896, 1.938597, -1.628754, -1.857596, -2.360556, 2.971766, -2.678172, -1.122117, 1.077161, 0.887481, -2.763871, -2.605765, -2.874684, 2.928374, -1.883256, 0.218049, 2.396452, 1.372823, 4.306925, 2.979713 +0.301819, 0.144295, 1.367050, 2.722191, -0.434123, -0.248738, -0.374883, 2.940912, -2.913483, 0.552883, 1.350160, 2.709132, -0.271040, 0.197286, -0.567931, 2.588879, 0.132304, 0.104443, 5.291019, 0.620082 +-0.228447, 0.254577, 1.776218, 2.860409, -2.841668, 1.877183, -1.971976, 0.171561, -0.854569, 0.389751, 2.294938, -2.615185, -2.665210, 1.895568, -1.349230, -0.107229, 3.070115, 4.151425, 0.195758, 3.251216 +2.596524, -1.406274, 2.662157, 1.752476, -1.734948, -0.216909, 0.760681, 1.149917, 1.587329, -1.359978, -2.166248, 2.619663, -1.603149, -0.689809, 1.185236, 1.546771, 5.421609, 1.623183, 2.860347, 3.380792 +-2.719133, -2.108865, 0.863902, 2.269551, 0.720736, -0.608683, -0.554981, -2.160173, -1.758654, -2.864948, 0.363498, -1.779742, 1.847859, 1.039582, -1.488243, -1.440566, 1.998397, 2.717548, 5.974265, 6.173807 +-0.331226, -3.027392, 3.128652, -2.909500, -1.290263, 2.717420, -2.360718, -3.109529, -1.381854, -3.093096, 2.735024, -1.134866, -1.722218, 2.474473, -2.310032, 3.125777, 1.621488, 0.309972, 5.515252, 6.019030 +-2.893823, -2.257467, 0.467438, -1.360451, -1.426324, -3.113680, 2.449969, -1.184998, 2.609736, -1.995080, -0.331550, 0.378133, -2.111057, -2.496758, 2.142092, -1.269912, 4.320147, 5.371146, 3.365779, 2.545449 +-1.378006, 2.119393, 1.931535, -0.954236, 1.656356, -0.822961, -1.301720, 2.925698, -2.942785, 1.623042, 2.458140, -1.553194, 0.658285, -0.577686, -1.838807, 2.095513, 6.004835, 4.986754, 5.653370, 4.311724 +-1.025581, 2.038419, -1.112592, -2.635956, 2.673095, -2.150438, -0.875056, -2.729073, -0.871338, 1.591038, -0.281279, -1.776716, -2.994845, -0.700584, -0.888224, 2.861581, 4.635671, 0.112019, 1.987649, 5.365029 +-0.661785, -3.137319, 3.044889, -0.882819, -1.656978, -2.947898, 0.825197, 2.600003, -1.443682, 3.002767, 2.908488, -0.069373, -1.968583, -2.405715, 1.618126, -2.944872, 2.318763, 6.085217, 2.413100, 4.566001 +-2.774289, -1.614264, 0.458096, -2.471646, 1.940953, 0.392322, -1.589629, 1.423834, -3.107595, 0.016509, 0.265468, -2.079824, 1.609715, -0.498293, -1.029846, 1.921428, 0.833336, 1.221942, 1.131534, 1.047812 +1.545878, -2.745069, -2.754060, -1.765944, 2.826539, 3.029180, -0.832471, 2.319321, 1.737498, 3.037239, 2.320446, -2.291593, 2.870523, 2.532830, 0.214415, 3.091236, 1.910769, 5.999074, 3.586531, 5.729809 +2.315366, 0.661978, 2.716927, 0.226404, 1.065462, 1.163741, 2.608771, 3.020975, 2.745015, -0.422360, 2.587620, 0.036805, 2.410987, 0.382539, 2.126692, 2.361252, 2.902358, 4.457467, 0.957487, 3.035806 +-3.048062, -2.268329, 0.603907, 1.912462, -0.361805, -0.386847, 2.121710, 0.133179, -2.775494, -1.781454, -1.076048, 0.811546, -1.347734, 0.201347, -2.403387, 0.531164, 3.409867, 2.655177, 3.557569, 4.237545 +-0.104421, 2.771846, -2.826717, -1.601875, 1.852121, 0.069298, -0.083065, -2.323041, 0.782542, 2.702396, 2.873659, 2.869883, 1.697276, 0.717278, -1.578592, 2.211678, 4.535485, 3.442042, 2.909782, 3.924916 +0.137483, -1.864367, -2.318393, 0.645579, -2.765002, 1.782791, 2.961404, -0.466694, 0.887357, 0.207602, -2.366823, 0.191895, 2.068359, -0.443025, 0.584615, -1.328788, 2.627519, 0.081576, 5.640175, 6.104301 +-0.668279, -2.613119, -1.905833, 0.045681, 1.047515, -0.198519, 2.095804, -2.169738, -0.896043, 3.052947, -1.880569, 0.323622, 0.531044, -0.278696, 2.405884, -0.694570, 5.903950, 2.811638, 6.093214, 2.124057 +0.155066, 0.420435, 0.617886, 0.190121, 2.174404, -0.550438, -0.565289, -0.801409, -0.009813, -0.044606, 1.227237, 1.225947, -2.867173, -1.688136, 0.574070, -0.803849, 3.953715, 0.130003, 6.230588, 0.611288 +-2.876193, -1.940530, -0.414291, -0.990604, 0.084497, -0.891061, 2.811325, -2.970506, 2.873300, -1.790212, -2.048193, 1.436252, -0.342696, -0.368855, 2.352862, 2.620732, 2.791696, 2.831591, 3.886151, 3.961109 +0.048674, -1.813876, 2.305342, -2.069653, -1.182717, -0.361805, 2.477133, -1.499256, -0.311300, -1.444042, 1.825147, -2.546066, -0.857241, 0.720029, 2.207153, -2.267092, 1.134043, 2.175681, 1.500710, 3.568908 +-1.421828, 1.612652, -0.780505, 0.608141, 2.756212, -0.817093, -1.660725, 1.809341, 3.061728, 1.053151, 0.243019, -1.160455, -1.860725, -1.412831, -1.989543, 1.446457, 4.948802, 5.487626, 2.441230, 3.865704 +-3.040260, 0.149178, 2.297122, 1.818577, -1.362562, -1.220523, -1.686871, 1.927064, 1.941494, 1.146137, 2.736872, 1.506395, -0.017890, 0.947549, -2.649340, 0.937291, 4.402822, 1.071345, 5.672933, 2.537545 +2.803346, -2.315350, -2.319592, 1.665199, 1.231872, 1.599725, -0.998611, -0.152472, 2.689269, -2.429981, -2.450572, 1.492367, 2.635364, 2.064466, -0.212880, 0.135927, 2.247968, 0.715625, 3.318203, 4.770459 +0.736526, -0.985342, -2.561253, 1.981063, -2.473893, 1.457419, 3.121623, 2.392954, 1.736357, -1.001092, 2.681419, 2.907520, 3.103871, 1.702499, 2.285341, 2.078580, 1.737367, 5.811108, 5.722816, 1.909168 +-0.642190, 0.455709, -1.457934, -1.287129, -1.141446, -1.360225, -1.293930, -1.660572, -2.083099, 0.261579, -1.755765, -0.428683, -0.977073, -0.973724, -1.098297, -1.547332, 1.783636, 0.904516, 2.751864, 2.947701 +-0.206097, -2.858269, -2.381410, -0.630393, 0.075320, 0.166501, 2.208687, 0.749280, -0.464955, 2.714987, 2.572840, -0.586900, 0.848904, 0.622331, 1.538411, 0.163957, 0.130777, 2.691768, 0.172724, 6.164298 +1.248509, 1.836602, 0.408856, -1.947548, -0.003175, 1.592241, 3.023744, -2.336664, 1.381287, 2.085264, 0.715779, -2.767953, -0.166235, 1.896186, -3.058147, -2.561511, 5.037851, 2.854343, 2.850586, 4.284211 +2.151765, 1.999075, -1.053337, -2.656996, -2.699161, -1.999578, -0.572198, 2.222789, 2.582582, 2.381347, -1.243135, -0.000656, 2.012603, -2.073640, -2.475479, 2.728181, 0.547396, 0.000503, 1.625535, 0.434207 +-1.190724, 2.203438, 1.597860, 1.554567, 0.421798, -1.748629, -0.131792, 1.786139, -1.461694, 2.295963, 0.623608, 2.301001, -0.167443, -1.362804, -0.129724, 1.636194, 0.768926, 5.828377, 4.817117, 2.942479 +1.730349, 2.346093, 1.128743, -0.044571, 2.884597, 0.059118, 1.265937, -2.289174, 0.714776, 2.232713, 2.334651, 0.251808, -2.935711, -0.991475, 1.723012, 1.709235, 1.668239, 3.877974, 3.888506, 2.333746 +2.058650, -0.264333, -1.105931, -1.932366, 0.331172, -2.022149, -2.531084, 2.633640, 2.730598, 0.571437, -1.075610, -1.417371, 1.126067, -2.214296, -1.220371, 1.607626, 3.893362, 2.286482, 3.637015, 5.581912 +0.440206, 2.148578, -2.055384, -0.168559, -0.794370, -2.715897, 1.257931, -1.140581, 1.246845, 2.322518, -2.117307, -0.923717, -0.380552, 2.589475, 1.097050, -1.711524, 0.354164, 0.567319, 0.797453, 1.309140 +2.783423, 0.788558, -2.558922, -1.330088, 0.967210, 1.420185, 1.241760, 1.428633, 2.693521, 1.475912, -2.388585, -1.701189, -1.123070, 2.172609, 1.472858, 0.988428, 2.532552, 4.074442, 1.317161, 6.184640 +-0.021399, 2.727515, 3.054755, -0.001396, 2.113845, 0.897372, -2.859567, 2.531851, 0.184745, 2.852302, -2.776072, 0.492433, 0.660644, 0.869229, 2.912234, 2.820677, 4.190739, 2.658298, 6.087997, 3.752729 +1.447102, -2.951497, 2.788896, -2.289268, 1.322115, -2.056792, 1.436117, 1.078137, 1.117159, 2.005175, -2.772061, -2.553856, 1.276236, 2.540588, -1.438842, 1.503975, 3.513968, 5.008289, 2.058173, 1.211131 +0.381306, 2.672504, -1.465234, 1.358508, -2.159114, 2.931388, -0.863991, 2.471147, 1.326066, 2.630543, -2.117648, 0.792649, -0.114941, -2.552050, -0.907302, 1.804961, 1.777808, 0.679294, 2.329225, 2.453531 +1.011761, -2.536807, -0.189777, 2.676765, -1.487141, -2.604672, 2.412322, 2.221478, -0.100812, 1.717842, -0.019892, 2.685466, -1.692869, -1.627462, 2.485545, 1.145073, 0.475380, 5.141479, 4.060640, 1.384942 +-2.213320, 1.755816, 1.312764, -1.244938, -2.657201, 2.956764, -2.152411, 2.568073, -1.178086, -2.221668, 1.331382, -1.053412, -2.086936, -2.367307, -2.048122, 2.554022, 4.870522, 1.570605, 0.839647, 4.960051 +1.175279, -2.436026, -0.919744, 1.364895, 0.552773, -1.304365, -1.729306, -2.175542, 0.660861, -1.405837, -0.982386, 1.544654, 0.669793, -1.961492, -0.694441, -1.500387, 4.555134, 3.740392, 2.649050, 0.810647 +-2.306812, 1.801023, 0.613748, 1.039337, -2.930872, -0.054764, -3.140977, 1.997192, -2.040903, 2.015937, 0.643237, 1.577584, -2.894094, -0.699339, -2.759308, 2.815001, 5.237683, 4.536926, 2.527229, 3.246657 +-1.249100, 2.495315, 0.631040, 0.811722, -2.947039, 0.782952, -2.525866, -1.692884, -2.725961, 1.329806, 1.410027, 1.395240, 2.812326, 1.041589, -2.558808, 1.226767, 4.196139, 3.004918, 1.894826, 0.881162 +2.718600, 0.754767, -3.046504, -1.713437, -0.073832, 1.555855, -1.710329, 2.658684, -2.718860, 0.498269, -2.730971, -2.051818, -0.184581, 1.729138, -0.701698, 2.462939, 3.638417, 3.972563, 4.756834, 5.337938 +-1.466191, -2.178322, -2.717042, 2.319785, -1.902312, 0.559012, 2.606915, 1.789652, 0.868228, -1.161143, 3.117129, 2.310346, -2.816725, 0.718695, 2.486118, 1.478706, 3.368503, 1.619311, 0.110127, 2.173749 +2.070687, 1.137307, 0.220370, -0.053347, -3.067845, -2.922302, 2.027530, 2.203906, 2.323482, -2.031687, 1.884520, -2.542464, -2.763965, -2.956378, 2.535052, 2.076214, 0.997158, 1.784995, 4.035285, 4.132626 +2.009360, -0.997616, -2.167101, -2.670837, -2.546252, 2.974573, 0.497987, 0.173667, 1.028827, -1.019879, -1.021124, -1.882037, -2.439950, 2.220202, 0.860121, 0.080368, 0.536892, 4.306229, 1.669114, 2.497170 +0.427606, 2.354762, 2.940607, 0.776142, -2.338958, 1.540004, 0.541792, 0.617259, -0.988458, 1.724164, -2.542633, 2.061029, -2.730999, 1.281647, 0.561163, 0.570613, 1.911352, 2.388420, 2.800785, 4.889785 +0.233363, -1.590461, -2.050111, 1.215445, 0.432571, 1.859351, 1.161432, -2.587592, 1.086393, -0.835354, -2.407114, 0.681122, 0.649594, 0.898117, 0.624689, -2.838467, 5.617252, 6.014295, 0.888679, 1.372147 +2.876755, 2.302401, 1.754301, -2.394457, 1.632200, -0.883527, -1.984715, -2.444418, 2.573595, 1.865416, 1.705627, -2.823680, -0.049880, -0.935240, -1.695953, -1.740672, 1.774230, 4.864312, 0.230414, 4.838874 +-0.849048, 0.162860, 0.031708, 1.239143, -2.065913, 0.553038, -1.297937, -1.838954, -0.515709, -0.180097, 0.583016, 2.051381, -2.575997, -2.671232, -1.186767, -2.625834, 2.914961, 5.567287, 1.266230, 0.599811 +-2.404102, -2.937325, 2.000829, 2.889061, -0.574503, -0.725230, 1.384717, 1.356761, -1.223765, -2.913904, 0.851222, -1.937843, 0.110310, -1.104093, 1.316312, 0.225511, 2.978605, 3.662555, 2.897639, 2.037363 +2.851010, -2.230326, 0.506631, 2.199049, 1.783931, -2.121733, -2.907710, -1.662249, 2.223534, -2.077925, 0.568412, 1.621029, 1.012274, 3.007816, -2.960325, -1.650777, 1.648244, 4.352060, 2.401078, 5.746386 +-1.435845, -0.907732, -1.931047, -0.131834, -1.307842, -2.211189, 2.198934, -1.197243, -2.189030, -0.875859, -1.779565, 0.036335, -1.194647, -1.884437, 1.976473, -1.576729, 2.743687, 3.118921, 6.015298, 1.329077 +0.980914, -1.241487, 0.648514, -0.358431, -1.159104, -0.351151, 1.062004, -0.547929, 0.429783, -2.296996, 0.971266, -0.266866, -1.162069, -0.691696, 0.537355, 0.392414, 0.178190, 1.592639, 4.572667, 0.906360 +-0.549173, -1.462280, -1.167078, -2.987888, 1.510375, 1.347426, -1.603453, 2.948176, 0.292018, -2.260447, -0.788505, -2.666665, -1.477449, 1.297044, -0.911725, 2.255640, 5.321983, 0.114854, 2.770531, 0.039712 +-1.708069, -1.052431, 0.434973, 0.412951, 1.560381, -1.941071, -1.132509, 0.430084, -2.835985, -1.153935, 0.677731, 0.447576, 1.809771, -1.344971, -1.985964, 0.963070, 0.147689, 2.993502, 0.697535, 5.440150 +-1.996960, -0.233144, 2.011545, -1.980197, -1.121845, 2.304529, 0.278466, 1.223272, -1.082148, 0.190128, -2.980639, -2.323205, -1.663965, 2.479719, 0.032482, 0.798047, 3.118805, 4.211801, 3.993174, 0.756925 +-0.178110, -0.508149, 2.335363, 1.206503, 1.211883, 1.879468, -1.639774, -2.116443, 0.535399, -0.072328, -3.123555, 1.363697, -0.530700, 2.100219, -1.603635, -1.906233, 5.249412, 4.911867, 5.587597, 0.909939 +-1.977115, -2.051527, -1.316115, 1.034146, 0.118994, 1.787132, -0.117233, -2.965399, -1.824188, -1.558768, -1.998287, 1.012490, 0.006669, 1.629298, -0.075680, -2.597882, 1.858121, 0.264395, 1.433348, 1.931253 +-0.911656, -2.160610, 1.578244, 2.201801, 0.773202, 0.584212, 2.382527, 1.080906, 0.751282, -2.349002, 1.104689, 2.102378, 0.880203, -0.059316, 0.522554, 1.463707, 0.138454, 1.576398, 2.322415, 3.000478 +-1.541780, 0.327308, 2.515687, -0.240760, -0.608316, -2.832152, 1.953544, 2.426125, -2.193684, -0.600981, 1.510803, 2.030933, -1.277759, 2.515533, 0.881773, 2.304358, 2.150096, 2.504844, 1.813955, 4.097821 +-2.209616, -2.100882, 1.661413, 2.352256, 2.459982, -3.017141, 2.200663, -0.392548, -2.929743, -2.541503, 1.107829, 2.395801, 2.022588, -2.970758, -0.000390, -1.276340, 6.032819, 5.118023, 2.421110, 4.323477 +0.699864, -1.050781, 1.068326, -0.440867, -1.447624, -0.218259, -3.023262, 0.578609, 0.555562, -0.825862, 1.183867, 0.030924, -2.226180, 0.020361, -2.879892, -0.566628, 0.747760, 1.269040, 1.954936, 6.145443 +0.596650, 1.231672, 1.572505, 1.567772, 2.877856, 2.239942, -0.577234, -0.210594, 0.695337, 1.039543, -2.969349, 1.061525, 2.958297, 1.702289, -0.496116, -0.132501, 2.808680, 2.811571, 5.287915, 4.926007 +1.725883, 2.028949, 0.171524, 2.721370, -0.039085, 1.177496, -0.461978, -1.217744, 1.072236, 1.997004, -1.045719, 1.929082, -1.872635, 0.834642, -0.053936, -0.798524, 4.596387, 3.076741, 0.290454, 4.779560 +1.851000, 0.169165, 0.612075, -3.063275, -2.839710, -2.287160, 2.419431, -1.012748, 2.876182, 0.713523, 0.046615, 2.600617, -2.140038, -2.809232, 2.441361, -2.302699, 0.988711, 2.117996, 3.251679, 4.076023 +-1.219442, 2.988873, -2.645281, 1.735711, -0.905591, 2.948775, -1.156695, 1.598886, -1.100336, 2.500010, -0.983210, 1.617643, -1.453650, -2.593948, -0.165316, 1.176566, 2.125033, 0.345537, 3.801976, 2.948589 +-1.945954, 2.174026, -1.249787, 1.877791, 0.996742, 3.014158, 1.583254, -2.562175, -1.154188, 1.339663, -1.210490, 1.969474, 1.105961, -3.017519, 1.725542, -1.448875, 0.949212, 1.095002, 5.949719, 0.684384 +-2.986337, 0.409539, -1.075337, -0.615413, 1.312782, -2.857921, 2.196208, -3.027526, -1.893479, 1.402895, -1.421662, -1.541459, 1.832239, -1.952250, 2.540685, -2.918801, 1.673555, 2.448382, 5.162314, 3.642938 +0.993977, -1.569055, 0.801524, -2.706256, -1.306121, -0.767271, 1.045207, -1.832003, 0.548460, -1.809954, -0.966534, -2.605504, -0.829690, -1.139270, 2.017513, -1.064804, 0.312144, 2.336325, 4.436455, 4.538259 +-2.690600, 0.839820, 0.371276, -2.511138, -0.200001, -2.477162, -0.967149, 2.705778, -2.692508, 1.153221, 0.373024, -2.922634, 0.949758, -2.670398, -0.468668, 2.979298, 2.890601, 1.637342, 0.595873, 6.088546 +-0.134243, 0.337281, -2.008502, -2.973568, -1.515713, -2.778125, 1.109482, -1.912747, -1.506101, 0.995299, -1.691427, -1.153994, -1.965921, -2.602652, 1.528270, -2.497255, 1.649955, 2.440844, 0.899020, 4.886315 +0.240716, 2.344513, 0.753649, -1.451903, -1.661869, 2.394716, -0.555743, 0.332657, -0.336590, 2.203185, 0.734130, -1.394023, -1.591735, -2.894945, -0.644673, -0.964085, 1.421153, 1.543957, 6.085280, 1.119247 +-0.758099, 2.599597, 1.232039, -2.111702, -0.601312, -2.361577, 1.889973, -0.867372, -0.145539, 3.119424, 1.463725, -2.301295, -2.257958, -2.103157, 2.284437, -1.721784, 1.359411, 6.045166, 3.161173, 2.979074 +-1.500434, 0.841450, -0.783863, 1.142981, 1.144660, -0.512168, 2.410189, 1.810588, -2.001501, -0.978848, -1.373213, 0.800150, 0.974601, 0.518501, 2.670094, 1.302965, 0.355774, 5.953904, 4.656860, 3.329617 +-0.061698, 3.016585, 2.084325, 0.163925, 1.705780, 1.746926, 1.335202, -2.816512, 0.490008, 2.296893, -1.485670, 0.506938, 1.429137, 2.127157, 1.613638, -3.086076, 4.639103, 1.519675, 2.863658, 2.652587 +1.323936, -2.328215, -2.951097, -2.778407, 0.004752, -0.923083, 2.989128, 0.626213, 1.798370, -1.717345, -2.847174, 3.029443, -1.716017, -0.516351, 1.718814, 1.113617, 4.954497, 3.251299, 6.245154, 2.152195 +-2.047857, 1.194339, 2.592423, 0.351591, -3.046216, -2.156418, -1.949839, -1.781163, -2.237309, -0.067658, -2.939288, -2.384723, 2.791694, -2.674914, -0.874583, -1.546243, 5.094073, 0.962078, 5.640601, 1.429572 +1.769167, -0.207083, 0.759803, 2.504332, -3.118254, 2.905039, 2.973935, 1.673852, 2.798899, -0.481241, 0.951845, 2.505224, -2.934279, 2.289902, -1.844293, 2.006954, 1.349087, 3.585229, 2.549447, 2.105001 +1.103245, -0.474789, 0.739961, 1.127322, 1.339357, 2.787047, -1.613669, -2.067184, 1.171708, -0.974341, 2.629067, 1.466140, 2.006595, 2.907570, -1.654128, -0.390163, 3.840583, 3.970928, 0.873708, 0.939862 +-3.106987, 2.138332, -0.110400, -1.886577, -0.468177, -2.775567, -1.375692, 0.846561, 3.109136, -1.807199, 0.425698, -2.932420, -0.906625, -0.625275, -1.704312, 1.259192, 3.575165, 0.637235, 1.486092, 1.040016 +-2.383881, 0.545729, 2.797283, 0.207944, 1.640660, 0.079678, -2.218674, 1.948082, -2.093823, 1.950525, 2.774075, -0.310104, -2.893313, 0.611480, 2.178407, -1.950918, 0.743221, 5.657778, 5.704576, 4.127159 +0.221683, -1.357208, -2.600227, -1.729506, -2.538403, -0.975160, 1.031144, -2.329993, 0.753417, -1.156785, 2.542899, -2.864055, -2.445250, -1.554699, -0.356119, -2.975469, 2.316721, 2.332368, 1.569083, 4.059499 +-0.962671, -2.459443, 3.054245, 0.219372, -1.854606, 1.778182, 2.692524, -1.827402, -1.220333, -2.971890, -2.973279, -0.458290, -1.338764, -0.121339, -2.812510, -2.427015, 2.817277, 0.681261, 0.536416, 1.608031 +-1.146290, 0.874998, -0.009364, 0.684358, -3.092973, -1.652018, 0.165561, 0.053174, -1.472075, 1.195129, 0.606824, -3.102034, 2.714905, -1.607712, -0.016523, -0.019959, 4.239263, 0.777020, 6.126988, 5.545653 +1.990039, -1.269032, -1.921120, -2.413307, -0.239218, 0.891171, -1.454106, 0.906833, 2.193886, -1.385790, -2.739960, -2.577215, -0.508138, 1.596669, -1.380775, 0.791724, 4.532365, 0.377861, 3.375226, 1.506474 +2.512165, -0.307081, 2.836370, 0.673531, 0.756059, 0.664194, -1.211191, -1.876200, 1.974867, -0.053445, 2.186773, 0.394687, 2.271474, 0.130400, -0.710814, -1.012134, 3.014961, 5.926073, 4.658006, 1.202670 +0.279188, 1.779697, 2.128572, 1.635352, -2.248258, -0.046457, -0.369707, 1.325244, -0.541923, 2.295412, 1.685120, 1.308718, -1.659316, -0.261050, -0.599479, 2.262955, 1.969070, 4.549945, 4.524321, 3.322590 +0.034912, -1.457694, -1.411075, 0.355430, -1.258369, -1.083885, 2.822274, -2.645023, -0.244924, -2.226926, -1.866205, 0.191719, -1.911358, -1.487630, -3.040731, 3.129866, 1.223456, 2.541578, 4.871986, 2.289592 +-2.405551, 2.553434, -2.066674, -2.061433, -2.783738, 0.084050, -2.585407, 0.243979, -2.493501, 0.695837, -2.751133, -0.616096, 1.417178, 0.752278, -1.316401, -2.754086, 5.189289, 3.645701, 4.652081, 1.817454 +-0.937857, -0.723425, 2.812743, 2.989931, 2.488059, 2.518269, -0.381211, 0.939789, -1.629845, -0.522804, 2.799923, 2.475227, -2.774073, 2.600308, -0.815034, 0.832356, 4.732983, 4.488341, 3.851653, 2.353466 +0.540975, -1.460792, 1.923175, 0.417175, -0.415261, -2.594276, 1.268147, -0.563015, 0.919621, 0.106238, 1.928334, 1.149732, -0.199834, -1.773356, 1.325048, -0.260224, 6.157472, 4.055068, 3.091864, 0.145841 +2.700638, -0.710291, 2.435182, 2.967601, -2.095883, 1.646455, -0.858280, 1.729390, 2.332678, -2.951067, 1.133149, -2.950585, -1.453060, 0.081792, -0.952864, 2.613994, 5.678430, 5.347021, 4.706283, 1.586194 +1.055399, -1.023238, 2.057656, 0.406921, -2.904206, 0.950840, -3.029620, 0.118040, 0.777082, -1.731786, 2.516588, 0.490773, 2.257171, 0.931847, 2.357326, -0.951821, 1.848808, 0.072398, 0.971964, 5.758224 +-2.054874, 1.997157, 2.401481, -1.422604, 1.153949, -0.316607, 2.179344, 2.031924, -2.000025, 1.346217, -1.122841, -1.875902, 1.613065, -0.926310, 0.537261, 2.143258, 0.900925, 4.602635, 1.702360, 5.673866 +-0.583498, 0.696217, -2.765817, -2.235177, -1.200507, -2.254785, 1.152064, 0.226772, 1.621645, 0.695585, 2.670313, 2.821255, -1.521816, -2.650216, 0.990860, -0.393678, 1.784006, 1.558568, 1.613753, 2.008405 +-0.189322, 0.877992, -0.898391, 0.141736, 0.980588, 2.764443, -1.678787, -2.291005, -0.643571, 0.429333, -0.955380, -0.033550, 0.106395, 1.864061, 2.270911, -2.034871, 5.491919, 2.640751, 2.577178, 2.149269 +-0.986452, -3.009274, 2.307520, -2.278917, 1.515568, 2.686893, 1.688379, -1.261871, -1.167079, 1.718408, 2.353327, -1.849908, 2.785517, 2.421185, 2.288546, -1.057633, 5.754069, 0.322381, 2.287287, 3.540788 +-1.575446, 1.224466, 2.612620, 3.052761, 1.737048, 1.697900, -2.491694, -0.102373, -1.845197, 2.736984, 2.145258, 1.999323, -2.401276, 2.055052, -2.030909, -0.268609, 6.121583, 3.360819, 6.162259, 3.332797 +2.061051, 0.898603, -0.651221, -0.934984, -3.039808, -0.741651, 0.383705, 1.366511, 2.473827, 0.121657, -0.558473, -1.792852, 2.681910, -1.288259, -0.032706, 2.079740, 0.978757, 6.126233, 0.267516, 5.851659 +-0.283640, -2.515479, -0.325651, 2.085957, 2.454254, -3.123576, -0.826554, -2.495158, -0.858500, -2.394396, -1.061837, 1.863691, 1.660793, -2.593376, -0.037759, -2.981589, 4.112571, 5.639054, 1.152205, 0.409201 +-1.129650, 2.878676, 0.402919, -2.859570, -1.055671, 1.788056, -2.372164, -1.140684, -1.507897, 2.668189, 0.220141, -3.002593, -0.942981, 2.144635, -1.023198, -0.658292, 2.185322, 1.616453, 1.969244, 4.000253 +0.577102, -0.497509, 0.887351, -0.969136, -2.751487, 0.247137, 1.687246, -2.039756, 0.139782, 0.187534, 1.662383, -1.355245, -1.403438, -0.533703, 1.342333, -2.671162, 2.174385, 0.250372, 3.708588, 3.008892 +0.507106, -1.857003, -0.923123, 1.170786, 0.950452, 2.006592, 0.942557, 2.191378, 0.808176, -1.292968, -1.471141, 2.418347, 0.434895, 2.668129, 2.200309, 2.632429, 4.825627, 6.133596, 6.263751, 2.921021 +0.023132, 1.062890, -0.573031, 0.706475, -1.584520, -1.620316, 1.393589, 0.256784, 0.216500, 1.050515, -1.431893, -0.100953, -0.960945, -1.398086, 0.987347, 0.167425, 1.561388, 0.557426, 5.462627, 5.319926 +1.178246, -2.592759, 2.294717, 2.726260, 2.529996, -0.704163, -0.104576, -2.900950, 1.464198, -2.967775, 2.505411, 2.402583, 2.202584, -1.544403, 0.347351, 2.642832, 2.574944, 3.296922, 4.093045, 0.174690 +-0.802215, -1.834455, -2.365205, 0.067583, 2.080504, -1.778150, 1.937761, -2.316717, -1.346812, -1.745609, -2.133230, 2.659975, 0.920534, 1.192925, 2.134784, 1.881650, 5.004896, 3.612605, 0.427444, 2.249134 +0.098636, 1.662541, -0.728586, 1.904697, 1.950303, 1.027921, -0.598337, -2.237218, 2.372813, 1.892577, -1.073863, -0.763841, 1.664187, 0.524734, -0.773127, -2.558052, 4.234246, 3.592724, 1.326923, 0.332521 +1.836500, -0.808147, 0.478463, -0.459313, 2.791474, -0.795305, 1.703456, 1.537668, 2.608309, -0.074690, 0.186598, -0.290358, 2.299307, -1.820965, 1.739908, 1.413889, 1.655211, 1.603452, 4.101266, 5.204830 +-2.438212, -0.747668, -2.235772, -0.897234, 1.542693, -1.824472, -1.461503, 1.174783, -1.946128, -0.270221, -1.323121, -0.972430, 2.417526, -2.039947, -1.052575, 2.193675, 0.895519, 2.572141, 3.697275, 6.005636 +1.870635, 1.024977, -0.204365, 2.789470, 2.673546, -0.989680, 0.780747, -0.020790, 1.397724, 1.139922, -0.585988, 2.059420, 2.692801, -0.148494, 0.666233, -1.803874, 1.739005, 6.247888, 5.706803, 3.514505 +-1.258539, 0.750516, 2.704402, 0.215221, 2.590610, 2.843819, 2.725512, 1.969265, -1.175910, 1.422155, 1.964961, -0.195535, 2.767967, -2.606913, 3.009441, 2.008467, 4.951114, 2.688850, 0.853272, 4.098699 +-0.300024, -0.451470, -1.103409, 1.839619, -3.085223, -2.786504, 1.646893, 1.840345, 0.088927, -0.895763, 0.069386, -2.395833, -0.429259, -2.015494, 0.890646, 2.330901, 3.385247, 3.237974, 5.739702, 2.603221 +3.120640, -2.871917, 0.502977, -0.788147, 0.207419, -1.939710, -1.359138, -1.318377, 3.104712, -2.006440, 0.311290, 3.138893, 0.830546, 2.928533, -0.968515, -1.266308, 2.955126, 4.811627, 0.856160, 2.106523 +-2.908910, 0.349460, 1.059037, 0.613806, -0.217796, 1.640543, -1.420172, 1.635931, -1.887417, 0.039895, 1.077806, 1.216521, 0.052903, 1.174441, -1.236747, 2.363100, 3.126706, 4.293182, 0.361136, 4.033448 +1.202339, -1.341180, 0.340602, -0.701155, 0.981841, 0.444230, 1.679834, 0.837339, 1.894821, -0.465194, 0.753150, -1.153945, 1.768901, 1.024509, 1.571131, 1.308064, 4.099006, 0.896950, 4.262749, 6.147001 +-2.648737, -2.219398, 1.411327, -0.225105, -2.111140, -0.393439, 3.052066, 2.938956, 2.719308, -3.093716, 1.095495, -0.189691, -1.987066, -1.931605, 2.762693, 2.187412, 4.759877, 2.612837, 1.819792, 3.569335 +-2.739121, 2.319558, 2.428217, -1.134468, 0.118355, 1.315906, -0.524112, 1.987051, -2.563288, 2.493887, 1.738328, -0.838801, 3.074779, 0.319378, 0.812287, 1.537213, 2.620766, 2.647722, 4.379081, 5.430602 +-0.650397, 1.664928, 2.264261, -2.437435, 0.481666, 1.082771, -0.189516, -1.094670, -2.002393, 1.621841, 1.101583, -3.010705, 0.222392, 1.378604, -0.561353, -0.125523, 0.168731, 3.535486, 4.208440, 3.532104 +-1.437893, 3.132980, 0.003294, 3.015307, 1.492927, 2.272249, 1.715376, -0.442472, -1.044321, 2.565378, -0.324631, 2.265015, 1.380646, -2.829337, 1.611084, -0.548201, 6.228151, 0.877957, 4.564515, 3.710350 +0.820111, -0.576959, -2.950247, -0.078608, 1.766072, -0.749008, 2.242859, 1.754049, 1.415130, -0.995885, 2.641022, -0.227833, 1.691130, -2.095400, 1.934657, 2.277132, 3.697002, 1.325967, 0.707388, 4.607745 +-0.350065, 1.502087, 1.353797, 1.382106, -1.593857, 2.833687, 0.602636, 1.313651, 0.199985, -2.597877, 1.612064, 2.531062, -0.078534, 1.800095, -0.891849, 1.462722, 1.943922, 1.947412, 4.326752, 3.587429 +2.024381, 2.021658, -2.134792, -2.587808, -0.368834, -1.436878, -0.653975, -2.359382, 1.936857, 1.892922, -2.185691, -1.940069, -0.604797, -1.424298, -1.313433, -2.470877, 4.627638, 5.698405, 2.788767, 4.947191 +1.800149, 2.354598, 0.919778, 1.831396, -2.075200, -2.464092, 0.478894, 0.078112, 3.003672, 2.084563, 1.495868, 2.632971, -1.401858, -2.955226, 0.521551, -0.537783, 0.275051, 0.109495, 4.884513, 4.373677 +-0.983569, -1.283873, -2.005713, 0.994829, -0.246801, 1.720160, 1.121975, 2.311560, -0.553789, -2.163392, -1.507235, 1.197407, -0.186378, 1.705072, 1.627649, 3.036431, 1.230370, 5.846899, 0.883737, 2.976796 +0.513925, -1.034818, -1.099769, -2.471966, 0.374834, 1.658809, 1.801258, 0.373024, 2.330180, -0.841802, -0.752310, -1.855980, 0.929159, 0.668015, 2.164442, 0.106141, 5.394426, 5.659194, 5.581697, 2.098942 +-2.117240, -2.158051, -2.681266, -1.666319, 0.998600, -0.729494, 0.239839, -2.436889, -2.601078, -1.267449, -2.620182, -2.322308, 0.441516, -0.939497, 0.032077, -2.522847, 1.118639, 2.887545, 2.441427, 4.103208 +-2.174514, -1.982284, 1.477301, 2.224700, 3.115297, -2.576679, -2.736659, -1.594587, -1.962782, -2.313103, 2.536386, 1.464380, 2.907686, 2.957789, -2.376978, -0.190346, 5.342403, 4.558962, 1.259358, 5.653071 +-2.267478, 0.122725, -1.283394, 0.495786, -2.023251, -2.407049, 0.324112, -0.679908, -2.491328, -1.328161, -1.141114, 0.730633, -2.627638, -2.963885, 0.138039, -0.415678, 4.290728, 2.284324, 0.959282, 0.184121 +-1.742202, -2.816351, 0.399613, -2.950113, 1.716479, -0.771267, 2.951978, 2.218689, -2.475079, -2.255762, 0.661888, -2.116752, 1.313444, 0.607199, -2.609601, 2.214773, 0.025723, 3.587618, 2.931594, 0.731424 +-2.308408, 2.691301, -2.487250, 1.663623, -0.314342, -0.718124, -2.543173, -1.114707, -2.172235, 2.010663, -2.191915, 0.908982, -0.609485, -0.755805, -2.957025, -2.196536, 2.622750, 4.310007, 5.030423, 5.734269 +1.376524, -0.639241, 0.352896, 1.660790, -2.548417, 0.013083, -1.793745, -3.078859, 0.734673, -1.205847, 0.453463, 3.060904, -2.477365, 0.016781, -2.019668, -2.770247, 1.171893, 0.626158, 1.440850, 1.418070 +-2.758865, -0.288788, 2.097159, 0.618756, -2.353551, -3.004230, 1.754040, -2.526087, -1.442243, -0.725212, 2.473345, 0.584185, -3.128013, -3.139545, 1.347503, -2.895015, 5.112416, 3.293018, 2.431987, 1.907331 +-2.837692, 1.982828, -1.592817, -1.272016, -3.036451, 1.706481, 1.900352, -2.861233, 1.213179, 2.260728, -0.734515, -2.058035, -0.238976, 2.385850, 1.407244, 3.120562, 5.874143, 2.593877, 5.975651, 4.133249 +-2.923174, -1.404230, 2.251126, 2.855766, 1.440149, -1.199003, -1.260771, 2.427951, -1.555267, -1.489784, 2.508842, -2.026997, 1.703183, -2.144846, -1.445257, 2.164819, 1.483024, 2.603233, 5.292830, 0.999469 +-2.136751, -2.566699, 2.262213, 0.625309, 1.256578, -2.289476, 2.886080, -0.104576, -1.212036, -1.913850, 2.419802, 1.681769, 0.621895, -2.404807, 2.353005, -2.042451, 0.880173, 4.856174, 1.134893, 5.762452 +-3.070487, 2.739050, -0.390422, -0.582954, 1.542328, -2.664470, -2.510128, -1.428521, 2.874919, -1.807135, -1.304609, -1.189173, 0.674736, -2.409239, -2.373090, -1.883337, 1.528159, 6.208605, 2.900550, 2.011475 +-1.414611, -0.448854, 2.525496, 0.293486, 0.993691, 0.832953, 2.281024, 0.511453, -2.189556, -0.682051, 2.997995, -0.837510, 1.783771, 1.433024, 0.549788, 0.776432, 0.420921, 5.899086, 1.476665, 5.478246 +0.851240, 0.554097, -2.572802, 2.999294, -3.064637, -0.737069, -0.600509, 0.330697, 1.367084, 0.220975, -1.888392, -2.972176, 2.114727, -0.661784, -1.287660, 0.341551, 2.213398, 0.182972, 3.173311, 2.953194 +-0.823847, -1.835391, 1.392885, -2.503991, -1.562317, 0.135405, -2.732915, -2.835990, -0.669105, -1.611275, 0.515007, -1.416118, -2.343683, -2.030661, 2.412762, 2.379859, 2.386164, 1.699986, 1.340031, 5.339981 +-1.555185, -0.523283, -0.425563, 2.490162, -1.720500, 2.985650, -1.689232, 2.427684, 0.055412, -1.222355, -0.974936, 2.494837, -1.390547, 2.443479, -1.841763, 1.503758, 3.275685, 3.820818, 2.114794, 1.365339 +2.726128, 1.211364, -1.825109, -1.933872, 0.750463, -2.369921, 1.784351, 0.047248, 1.944863, 1.352596, -1.975992, -1.587732, 2.210212, 2.989817, 1.609279, -0.426427, 2.806594, 1.158557, 0.040758, 1.886625 +1.040299, -0.147495, 0.770688, -2.548360, -0.503556, -2.641939, 1.413363, -2.764818, -0.093197, -0.052540, -1.498911, -1.869463, -0.533861, -2.530117, 0.676939, -1.755075, 5.746443, 2.789434, 4.099135, 5.313178 +-2.866635, 2.016345, -2.322452, 1.058426, 1.028089, 2.362957, 2.572027, 2.060427, -3.043553, 2.066061, -2.385305, 0.648061, 1.942711, 2.297433, 2.964339, 2.738156, 1.838546, 1.903883, 6.033610, 3.164332 +-2.410077, 1.102715, 2.314561, 0.578247, 2.647815, -0.228293, -1.769920, -2.455713, -2.496735, -2.957447, 2.939914, 0.477541, 3.086199, -0.731943, -2.517444, -2.278178, 6.045447, 5.408763, 5.738544, 1.877465 +-1.907942, -0.247010, 2.932143, 2.702318, -3.021712, -1.701111, -2.698721, -2.188353, -1.248443, 0.354534, -2.940595, -2.245314, -2.737880, -2.565648, -2.844022, -2.672084, 4.929654, 1.948121, 6.049764, 5.769220 +1.925624, -0.475383, -2.960206, 2.981162, -0.207880, -1.188119, 3.010151, -2.909010, 1.643420, -1.801563, -2.827629, 2.228030, 1.523846, -0.926406, 1.901790, -3.027041, 4.565441, 1.663502, 6.233240, 6.211033 +-1.578611, 2.016424, 2.219198, 2.864308, 0.802461, 2.139807, 2.201007, -0.303844, -3.112982, 1.743157, 1.954577, 1.943680, 0.515242, 2.812862, 1.758886, 1.546627, 0.776150, 2.126955, 1.862980, 3.722721 +-3.125640, 2.261426, -0.735228, -0.308351, -0.237068, -2.673235, -1.500796, -1.646587, 2.816417, 2.099942, 0.297681, -0.930756, -0.647776, -2.231852, -2.760437, -2.004646, 3.362708, 0.411809, 2.236024, 1.954938 +1.296121, -0.964408, 2.379166, 0.805588, -0.702963, 2.284067, 2.826990, -1.638805, 1.394491, 0.219073, 1.309246, -1.191545, -0.231153, -2.906492, -2.065284, -0.878869, 5.690028, 4.963527, 1.077030, 0.833217 +-2.845343, 2.075212, 0.748907, -0.414927, 0.474121, 2.469998, 1.263485, 0.739899, 0.433841, 2.715065, 1.455800, -1.089559, 0.800391, 1.807245, 0.820401, -0.145334, 2.371222, 1.737975, 4.270793, 5.958214 +-1.730542, 1.722611, 0.699960, 0.445088, 2.659464, 0.073775, -2.811389, 1.901972, -2.747804, 1.800252, 0.544188, 0.669686, 2.323561, -1.657100, -2.817729, 2.497370, 5.354263, 4.486799, 2.111429, 3.936126 +2.954183, 0.470466, -1.065225, 1.394593, 1.051203, 0.696364, 2.019660, 2.679072, 2.978905, 1.410378, -1.116960, -0.006368, -0.235649, 0.867597, 2.296750, 2.490330, 2.277800, 5.116355, 5.328751, 2.209520 +2.489854, -1.742583, -2.002229, 0.643273, -2.581725, 0.032342, -1.647679, 1.225840, 1.861710, -1.230301, -2.065433, -2.303116, -1.953000, 1.669621, -2.406776, 1.273698, 0.091871, 1.710241, 3.649908, 4.414073 +1.788330, 0.899666, 1.513804, 0.049638, 0.014853, 2.192516, 2.002121, 2.868082, 2.332695, -0.054931, 0.994450, 1.458638, 0.025683, 2.204757, 1.992900, 2.638487, 4.480002, 3.191004, 2.767260, 3.365465 +1.298694, -1.114346, 0.929631, 0.237555, -0.095742, 2.735228, 2.070262, -0.190134, 2.460668, -1.183861, 1.329771, -0.584380, 0.498890, 2.606849, 2.483062, -1.565554, 5.080233, 4.662304, 3.283292, 6.235764 +-1.354076, 1.443570, 1.948314, -1.579532, -0.890649, 2.089419, 2.524420, 0.646920, -1.722428, 0.742333, 2.322778, -2.874820, -2.216978, -0.416794, 0.793769, 0.339797, 2.244725, 2.750196, 1.810452, 0.932612 +2.395504, -0.673199, 2.456726, -2.440723, 1.623049, 0.301632, 1.724876, 2.052198, 2.666250, -1.345736, 0.681286, -1.494661, 1.296049, -0.397196, 2.783768, 2.837906, 2.264632, 0.371567, 2.101583, 0.388525 +1.374220, -0.739038, 1.414103, -2.071046, -1.929878, -2.488981, -2.144114, -0.227122, 1.370284, -0.786591, 0.721834, -2.103289, -2.006286, -2.285984, -1.877411, -0.354145, 0.555658, 3.228019, 0.730011, 2.298168 +2.443722, -0.530539, 1.659357, -1.336542, 0.777620, -1.492021, 0.079964, -1.157457, 2.522067, 0.103659, 1.570340, -1.126134, 1.843731, -2.340312, 0.271129, -1.997427, 3.061843, 2.022561, 4.543864, 2.493999 +-2.280070, -0.015094, -2.686269, -2.465874, -1.130195, 1.407326, 0.529222, -2.273861, -0.987635, -0.853079, -2.099147, -2.906332, -1.264230, 1.746306, 1.428921, 2.973011, 3.410265, 4.890953, 2.157047, 4.739735 +1.482360, 0.415639, 0.726630, 1.429580, -2.491061, -2.567877, -1.772473, -3.091871, 1.262588, -0.084002, 1.427398, 1.951748, -3.105781, 2.969123, -1.689157, -2.270151, 1.008700, 2.152238, 1.045844, 1.662291 +0.975907, 2.754153, 0.724542, 1.504303, -2.135020, -0.530031, -2.284294, 0.444470, -0.079538, 2.487073, -0.703377, 0.072805, 2.299123, -1.308370, -1.056175, -0.133268, 1.159113, 4.059063, 1.559752, 4.334412 +-0.913517, -1.657909, -2.187398, -0.315371, 2.783969, 1.892928, -1.074669, 0.543521, -1.173200, -1.116803, 2.701408, -0.346465, -2.891019, 2.817166, -0.405045, 0.301853, 4.412733, 6.048166, 3.262067, 6.055035 +0.550580, -2.016844, -2.915228, -0.483108, 2.543186, 1.807693, 3.000742, 2.004456, 0.568894, -2.504369, 3.112566, 0.897989, 1.664657, 1.770966, -3.047502, 1.318100, 3.189420, 0.209151, 6.197671, 4.761836 +2.665405, 1.088251, 0.774805, -2.733899, -0.936749, -0.148630, 1.801934, -1.267281, 2.116244, 2.375382, -0.306702, 2.729497, -0.644122, 0.263194, 0.117183, -1.005259, 4.554529, 5.343565, 3.706446, 4.001180 +2.485295, -2.849225, -1.947594, 1.552338, 1.723030, -0.690238, -1.997283, -1.886687, 2.091066, -2.615784, -2.746082, 1.188707, 1.173182, -1.033916, -2.205249, -1.754378, 2.074860, 3.539463, 3.944877, 0.334348 +-2.345258, -2.869527, -2.862558, 0.573723, -2.390328, 2.749158, -2.090274, 1.505691, -3.030181, -2.896535, 2.719801, -0.115410, -2.204051, 1.290447, -1.834166, 1.502363, 4.735586, 0.120369, 4.952831, 4.203771 +1.406208, -1.775624, 1.918847, -1.159166, 2.466024, 3.030507, -0.047616, -0.559543, 1.292929, -2.522978, 0.303504, -2.020563, 1.593841, 2.469315, 0.901278, -1.083629, 2.410953, 5.028302, 4.411954, 1.718709 +0.885220, 1.443135, 0.727405, -1.305442, -2.983242, 1.401834, -2.698170, 0.706498, 0.453517, 0.023449, 0.948618, -1.344559, 2.202983, -0.573576, -2.473343, 0.586508, 2.098022, 3.438217, 1.970765, 0.598943 +-1.701384, 1.226852, -2.489498, 1.517846, -0.994201, -2.983304, -2.944546, 1.890211, -2.447230, 1.107145, 0.216114, 0.497538, -1.203873, -3.009448, -2.254544, 2.172380, 2.695584, 1.756452, 5.434044, 2.875128 +0.687273, 1.675075, -2.936295, 3.045128, -2.054942, 1.374111, 0.993131, -3.014217, 1.326588, 1.760386, -2.299918, -2.675096, -2.661386, 1.690474, 0.728075, 2.598586, 1.367669, 3.233999, 1.943164, 6.252274 +-2.780003, 1.650219, -1.405108, 0.333887, -1.099482, 1.678724, -0.856421, -0.983867, -2.968493, 1.469410, -1.799274, 0.802878, -2.333675, 2.840853, -2.185982, -0.491624, 3.879484, 2.954242, 2.261529, 0.649980 +2.792109, -1.304532, 1.373482, -0.899201, 0.675373, 2.032869, -2.159705, -0.342484, 2.594467, -1.501792, 0.388914, -1.464937, -0.085948, 3.019573, -1.924375, 0.221145, 2.815704, 5.554848, 0.786223, 1.241684 +1.529678, 0.518886, 3.082523, 0.237558, -2.910441, 0.834234, -2.160493, 2.830459, 0.941753, 1.517324, 1.065191, -0.990387, 2.177479, 0.613985, -3.062919, 2.919514, 1.380763, 4.930066, 5.361156, 3.215169 +0.070746, -2.962179, -2.699593, -0.556283, 0.785626, 2.614831, 1.651267, 0.622977, 0.767490, 2.569900, -1.754817, -0.462666, 0.755715, 1.862465, 1.963421, 0.149274, 5.426813, 0.347348, 1.048326, 6.216492 +2.379068, -2.506442, -0.248993, 1.513842, 1.982143, -1.337537, -3.101415, 1.798238, 3.044531, -1.631736, 0.713774, 1.026066, 2.056302, -2.421725, 2.282023, 1.443503, 1.921975, 3.843978, 3.350408, 2.971105 +-1.042587, 1.142904, -0.821840, -3.094195, -0.029284, -2.670203, -2.650478, -1.677605, -1.227150, 1.580236, 0.365561, 2.777446, 1.027244, 2.608776, -2.277167, -1.881524, 1.071870, 1.527300, 3.472317, 4.771800 +-0.535987, 1.524531, -0.891425, 1.605469, 2.392070, -2.230670, 1.078832, 2.031816, -0.058585, 1.335313, -1.240859, -0.121164, 2.101342, -2.449279, 0.747579, 2.481694, 4.427102, 0.706139, 6.095778, 2.645900 +-0.113317, -0.990956, 0.167446, 1.039169, 0.118045, -0.871363, 1.140131, 1.465913, -0.540287, -1.167203, -1.407163, 0.103402, 0.630508, -1.533997, 1.809036, 1.670744, 6.278457, 1.862319, 4.975608, 3.778103 +1.667587, -0.439320, -2.557763, -1.617975, 1.098551, 1.752605, -0.973653, 2.628398, 1.555156, -0.564706, -2.129853, -2.463819, 0.952588, 2.303791, -0.674660, 2.721188, 3.517048, 4.969900, 3.531416, 5.272762 +0.540472, 0.850467, 0.301798, -0.555982, 2.625256, 0.167643, 1.303215, -2.513640, -0.071666, 0.849987, 0.193346, -0.565602, 2.397600, 0.382944, 1.311622, -2.652763, 3.117458, 5.265075, 4.678172, 3.069622 +-2.848685, -0.473270, -0.198555, -0.799295, -0.127911, -1.437462, -2.817497, -1.196551, 2.890700, -1.242615, -0.310256, -1.074392, -1.326590, -1.252544, 3.028972, -2.161511, 2.976597, 1.910731, 3.016052, 1.995846 +2.190723, -1.916987, -2.603888, 1.761687, 2.100900, 2.225699, 0.015041, 2.942397, -0.824062, -1.840999, -1.443198, 1.169410, 2.695924, 2.505435, -0.514596, -1.931713, 1.991562, 5.974473, 2.588847, 1.579101 +0.442690, 1.842709, 2.585950, -1.522569, -1.527578, 2.665667, 2.807391, -0.974571, -0.125174, -2.807609, 2.822950, -2.099307, -1.574699, -0.743130, -2.820783, 0.026002, 1.084888, 1.774809, 0.889844, 2.497141 +-2.998981, 2.678270, 2.768799, 1.220267, 1.215211, -0.331491, 2.250054, 2.118753, -2.242830, 1.891153, -1.366096, 1.650971, 0.816737, -0.052473, 2.785240, 1.123311, 1.783770, 3.936407, 1.264332, 2.944166 +0.425007, 1.821370, -2.741463, -0.436535, 0.110127, -2.756394, 0.832734, 1.606740, 1.459928, 1.126423, 3.112944, -0.789090, 0.584496, -2.722398, 0.924930, 1.574586, 5.748051, 0.935025, 1.908729, 5.112980 +-2.045722, 3.139102, 0.155009, -2.409762, 0.654091, -2.279791, -1.788144, -1.022075, -2.776428, 1.608416, 0.782157, -2.882782, -0.706361, -1.862879, -1.505874, -1.988655, 1.391631, 5.423874, 1.633134, 3.431837 +-2.762415, -2.375072, 2.842828, 1.667251, 0.881018, -0.447203, 2.023279, -0.419823, -3.086850, -2.521278, 2.368472, 2.887531, 1.354515, -0.033329, 2.319178, -0.992409, 1.881397, 2.822275, 1.417078, 5.035757 +-0.080385, 2.316979, -2.250437, 0.552881, -0.693664, -0.886022, 1.358763, -0.867570, 0.344173, 2.365825, -2.045831, 1.043787, -0.984528, -1.180388, 0.821003, -1.295738, 0.774048, 4.852228, 0.891674, 0.314689 +-0.900596, 0.025125, 1.420739, 0.242884, -2.778775, -1.854118, 2.615012, -2.388905, -0.496859, -0.504624, 1.297464, 0.531512, 2.910781, -1.560325, -1.315530, -2.038742, 3.679371, 1.828993, 2.247434, 2.146021 +-1.557007, 0.773068, 2.440485, 1.215257, 2.643866, -2.438290, -0.687229, -1.610839, -1.744131, 0.188229, 2.061077, 0.685893, -3.073540, -2.975827, -0.262001, -1.419239, 5.196327, 1.665222, 4.529930, 0.395582 +0.599249, 0.187160, 2.019565, -2.071946, 2.405889, 3.135053, -1.714028, -0.727271, 0.762400, -0.768410, -2.814311, -1.543507, 1.801263, -2.935337, -1.594152, 0.073804, 3.278048, 2.960972, 5.977648, 2.799217 +2.691191, 0.875517, 2.877422, -0.846694, -1.020515, -0.362744, 2.073323, 1.701155, 3.140569, 1.263490, 1.767285, -0.638329, -1.704734, -2.150108, 1.562370, 1.382512, 4.612510, 5.770413, 1.332439, 5.428725 +-2.555985, -1.442283, -0.241230, -2.862947, -1.955948, -1.394291, 0.700061, -0.892114, -1.857720, -2.226940, 0.501484, 2.558608, -1.357052, 0.094331, 0.703616, -1.418608, 4.511934, 2.836574, 5.824354, 3.755061 +-1.312201, -3.140145, -0.370427, -0.536994, 2.948708, 1.491566, -1.005581, 1.269703, -0.085989, 2.636907, -0.345123, -0.788730, 2.565592, 1.000380, -0.260192, 1.113214, 4.646679, 1.648579, 1.376008, 5.550476 +1.497588, 3.033169, -1.529236, 1.531228, -2.382898, 1.914810, 0.747741, 3.088665, 1.739628, 2.847494, -0.569870, 1.489334, -2.340464, 1.132112, 1.575590, 2.698001, 0.885310, 1.335206, 0.781495, 1.663292 +-2.725437, -1.683598, -2.475712, -2.655797, -2.961664, -1.493265, 1.266453, 2.043773, -2.415625, -2.629209, -2.423299, -1.901300, -2.830028, -1.563196, 1.548435, 1.583183, 5.687102, 3.176864, 1.209259, 0.612024 +2.993396, 0.997961, -2.508884, 1.675940, 1.070019, 1.111232, 1.001548, -1.923590, 1.099919, 0.346223, -2.843018, 0.695336, 0.805669, -2.838564, 0.984798, -2.729954, 2.219770, 4.173992, 1.507336, 0.247650 +-0.958648, 2.777263, 2.920982, 1.599917, -1.150072, -2.588802, -1.847041, -0.539629, -2.266255, 1.997185, 2.213207, 1.319827, -0.975457, -2.692807, -2.601773, -0.833021, 2.108720, 6.094725, 5.209245, 5.222898 +0.674573, -0.282323, 0.193116, 0.689384, 0.694224, -0.330554, 2.411692, -0.424994, 0.671677, -0.307127, 0.328672, 0.540536, -0.430034, -0.722160, 2.935466, 0.585243, 4.914388, 0.612877, 3.678378, 6.018796 +-0.381333, 1.964476, 0.915439, -0.782008, 1.567381, -2.864510, -1.410614, -2.208667, -1.329294, 1.569803, 0.968273, -0.113865, 0.166332, 2.984030, -1.130271, -0.945315, 5.097138, 0.900034, 0.495175, 2.990675 +-0.199713, 1.876740, 1.927820, 0.777120, 1.982821, -1.977991, -1.680376, -2.576036, -1.273955, 2.857593, 1.776537, -1.237727, 2.244582, -2.058576, -0.710888, -2.474373, 4.500078, 0.101252, 6.035741, 1.798916 +1.487399, 2.026124, 0.652308, 0.947035, -2.421768, 2.465846, 1.692254, -1.996959, 2.060196, 1.588569, -0.112131, 2.143326, -2.704021, 2.879761, 1.347811, -1.316172, 0.934369, 1.791215, 3.938623, 1.049924 +1.154190, 0.544318, -0.354195, -3.097738, -2.498020, -1.561930, -0.874367, -2.941238, 1.528004, 1.680368, 1.922113, -0.479296, -2.672998, -1.721488, -1.002312, 2.377327, 1.343830, 1.017612, 1.228562, 6.038976 +0.774821, 2.961147, 0.088548, 1.913872, 2.612397, -1.528052, 0.970603, -2.088839, 0.966645, -2.662910, -0.459752, 2.731987, 3.103054, -1.846098, 0.605035, -2.057092, 2.895967, 4.850090, 5.224034, 0.174967 +0.294673, -2.791540, 2.101086, 0.356464, -0.614477, -3.111406, -2.195117, 0.960979, 0.968465, -2.845817, 1.605346, 0.344401, -0.312315, -3.031344, -2.064724, 1.639039, 0.319804, 5.902947, 0.094031, 4.965743 +0.476929, 2.743839, -1.141614, 1.268916, -0.448180, 1.532257, -0.850345, -0.755241, 1.187861, 3.121545, -1.022588, 2.408769, 0.278277, 1.002729, -1.529212, -1.646988, 6.254437, 2.007090, 1.991959, 5.769511 +3.075748, -2.375340, 1.751340, 1.969442, -2.735784, 0.138827, 2.429094, 0.981909, 1.990180, -1.759470, 2.006850, 1.499376, 2.609785, 0.123327, -2.743373, 0.593836, 5.943221, 2.236513, 2.102751, 3.331834 +-1.179255, -1.650505, 0.171974, -2.447383, -1.986856, 0.145188, -1.595766, -1.285700, -1.511012, -1.311691, -0.123023, -2.851655, -1.047004, -0.708039, -1.585297, 2.875157, 3.166111, 1.505317, 1.423792, 3.733083 +2.775107, -2.150187, 0.331547, -2.120335, -2.747708, -2.181239, 2.983561, -2.035881, 2.554433, -1.683332, 2.263997, 0.487589, -2.830528, -2.540997, -2.942030, -1.927245, 6.255786, 4.331426, 2.968077, 4.156217 +-1.972794, 2.700957, 3.005553, 0.439421, -1.751607, -2.755422, -1.355913, -1.922265, 1.380630, 1.272246, 0.686176, 0.639383, -0.972755, -2.155531, -1.206398, 1.509026, 3.724400, 0.054465, 4.633545, 1.482844 +-0.142971, 2.621028, -0.414960, 1.836564, 0.010924, 0.226269, 1.547181, 0.519319, -0.366652, 2.645322, 2.088741, 1.505595, 0.822194, -0.943943, 1.929549, 2.167445, 0.132046, 3.435888, 5.150965, 3.927302 +-2.740058, 2.062989, 1.931529, 2.455288, 0.171860, -0.029588, -0.660661, 0.144576, -1.066463, 1.650094, 2.296443, -2.666123, -0.129226, 0.161016, -1.397416, -0.765567, 2.568197, 4.249784, 5.012317, 3.683322 +-0.514164, 1.174852, -0.090809, 2.036872, -0.118510, -0.351277, -1.240651, -1.368020, -0.461717, 1.365981, 0.187529, 2.135823, 0.175135, -2.051445, -0.153331, 0.462619, 0.632674, 5.459610, 1.331459, 5.614333 +2.682975, -2.128622, 0.602373, 2.813854, -1.135173, -0.637330, -1.753312, -0.663566, 2.848581, -2.812347, 0.732774, 2.108609, -1.065039, -0.692639, 0.759147, -0.574284, 4.735383, 2.765952, 1.150939, 4.132896 +1.021159, 2.397731, 2.888969, 0.620368, -0.002333, -2.966753, 1.270091, -0.587732, 0.870640, 1.766137, -2.746627, 1.373172, -0.406090, -2.987225, 1.936107, -0.661302, 5.264360, 0.569022, 2.124125, 6.250550 +-1.885978, 2.304223, -0.534344, 2.350067, 1.406402, 3.132584, 0.216067, -2.724356, 0.076938, -2.732706, -0.049265, 2.398967, 1.299412, -2.122408, 0.225386, 3.117283, 0.479576, 0.846378, 0.318277, 0.374289 +0.276234, -2.904726, 1.580293, 2.845498, 2.360980, -1.408345, -2.752875, -0.426243, 0.095263, -2.839485, 0.658461, -1.606091, -2.676424, -0.518199, -2.648531, -0.245132, 3.645971, 4.313071, 1.172582, 3.863930 +1.601448, -2.980335, -0.221572, 2.651878, 1.070995, -0.180056, 0.357924, -1.736426, 1.791939, 2.307200, 0.083127, 0.469228, 0.098649, -0.740978, -1.285774, -1.415799, 3.610742, 3.160392, 6.146834, 5.367734 +0.534435, 1.722383, 2.443588, -1.035526, 0.408862, -0.961136, 2.568605, 0.076701, -0.197402, 1.837888, 2.216773, -0.793108, 0.416625, -1.501882, 2.581452, -0.354173, 5.339889, 5.521938, 1.270992, 0.958825 +-3.052704, 2.844238, -2.097940, 0.715880, 1.935631, 2.518578, 2.906174, -2.396273, -2.370326, 1.211001, -2.078717, 0.900275, 1.890258, 3.003635, -2.598715, -1.144757, 1.117073, 0.920370, 5.474951, 1.680393 +2.284391, 0.177602, 1.110386, 1.901539, -0.084677, 1.873870, -0.947463, -2.501341, -2.999081, 1.303605, 1.545910, 1.838269, 0.748262, 1.825480, -1.068748, -2.526381, 4.083471, 4.231712, 6.120262, 0.599802 +1.329166, -0.659315, -1.557087, -2.466342, 0.805612, -1.836275, -1.373376, -2.699416, -1.161977, -0.866636, -1.859265, -1.473625, 0.947210, -2.116638, -0.615085, -1.808552, 4.148408, 2.495591, 2.930462, 5.165758 +2.563616, -1.943667, -2.952717, -1.893130, 0.253426, -2.751778, -1.154099, 1.972317, 2.842166, -2.079346, -2.482740, -1.808054, 0.794140, 2.784413, -1.388673, 0.740721, 3.466144, 4.695445, 4.106815, 6.203999 +-2.530591, -1.661970, 1.810821, -2.816463, -1.692759, 1.404316, -2.661863, -2.117419, -0.297143, -0.988782, 2.724576, -2.907159, -0.393413, 1.012685, 3.024054, -2.210884, 4.223351, 0.257654, 0.851042, 4.933882 +0.474677, -1.008717, 3.040534, -2.160425, -0.973316, -1.541353, 1.994741, -3.127716, 0.713351, -0.811416, -2.253507, -2.007967, -0.953810, -0.171284, -1.622212, 2.751253, 0.498640, 2.550070, 1.247910, 5.288141 +1.624835, 1.353235, -1.275372, 2.081545, -2.085103, 0.627497, 0.044596, 1.142681, 2.220793, -2.987142, -0.813984, 2.321788, 1.543989, 0.222534, -0.489139, 0.554898, 0.460268, 4.302453, 1.230777, 3.058959 +-1.165765, -0.415342, 2.542283, 0.283671, 0.226735, -1.427146, -0.091348, 2.294518, -0.769082, -0.154324, 1.577844, -0.030214, 0.869148, -2.134805, -0.309688, 2.287322, 0.939030, 1.842488, 3.832251, 3.704996 +0.214911, 2.635970, 0.507866, -0.661954, 1.566352, 1.271817, 3.040053, 1.521287, 0.304398, 0.790587, 0.215249, -1.203407, 1.682120, 2.544461, -2.859099, 1.485517, 4.501922, 2.375399, 2.735266, 5.423853 +-2.613848, -1.231118, -1.137369, -1.442965, -1.387844, -1.130108, 2.085409, -3.022544, -1.853336, -0.796652, -0.994105, -0.354486, -0.110664, -0.302146, 0.398453, 2.783983, 4.001692, 2.361225, 5.335146, 4.465508 +-1.183424, 2.323443, -1.284492, -3.140336, -2.476221, 2.785755, -2.063948, 2.858030, -1.560417, 2.430993, -1.836902, 2.689856, -2.389703, 1.912011, -1.439023, 2.187722, 3.659646, 1.173987, 3.348441, 0.282306 +-0.198876, 1.162400, 0.967004, -1.591969, 1.183633, -0.316413, 0.696903, -1.446500, -0.162220, 1.189735, 2.775061, -1.672779, 0.947052, -2.285345, -0.121445, 0.200024, 5.298429, 5.437199, 4.619278, 3.038470 +0.275331, 1.427201, 1.026623, -1.917724, 1.068379, -2.900357, 1.289922, -0.115896, 0.122747, 1.698277, 0.358410, -1.982392, 1.630558, 2.773949, 1.578678, 0.272653, 4.939475, 1.473156, 3.966640, 2.033620 +2.178647, 2.179815, -1.099083, 1.927608, -1.402667, -0.278549, 1.859219, 1.240196, 2.343008, 2.707150, -0.779096, 1.361912, -1.310811, -0.360567, 0.673234, -1.125854, 5.507205, 4.381919, 5.523050, 3.115381 +-1.097472, 0.602880, 0.947536, 2.507836, -0.427208, 0.675241, -2.375406, -1.286012, -0.867637, 1.032623, 0.726852, 1.667350, 1.415292, 1.639749, -2.174279, -1.480062, 1.524680, 5.005064, 1.427871, 5.061361 +0.742332, 2.607610, 0.307869, 2.562725, -1.107445, 2.432107, 0.946025, 1.829339, 0.566284, 1.960342, 0.470784, 1.205688, -0.701398, 0.662991, 1.624408, 1.845453, 0.365113, 1.243468, 5.029291, 1.891122 +1.410881, 0.607136, -2.129001, -2.133814, 1.703787, 0.575299, -1.736250, -1.465471, 1.389593, 1.041320, -3.023241, -1.969547, 0.818782, 0.443015, -1.384071, -1.807487, 3.168517, 5.100751, 3.865251, 3.599285 +-2.225245, -3.103514, -1.596857, 1.701706, 0.063900, 2.375445, -2.819019, 0.555889, -2.531237, 0.856134, -0.772027, 2.316955, 0.548956, 2.978906, 2.840226, 0.728998, 2.161344, 0.728069, 4.415876, 4.025590 +2.954489, 0.095058, 0.118785, 1.733966, 0.288759, -0.548900, 0.941938, 2.362859, 0.493116, 1.439776, 0.046757, 1.476927, -0.541716, -0.930276, 1.779191, 1.572629, 3.039938, 0.453842, 5.222463, 2.186361 +-2.563142, -2.981741, -2.976126, 1.444134, 2.749823, -1.601788, -2.600797, 2.504351, 2.633325, -3.122068, -3.114301, 1.885675, -2.296798, -1.748249, 2.568076, 2.402555, 6.096504, 4.583530, 5.576923, 2.334700 +2.056698, 2.511681, -0.518628, -0.757029, -2.068675, -2.413074, 1.438973, -0.045215, 0.806557, 1.982818, -0.204997, -0.889321, -1.374725, -2.551881, -1.719516, 2.067149, 0.011977, 6.184578, 5.362841, 0.802244 +-2.830102, -0.288607, 0.807765, -0.936287, -1.327348, -0.331690, -0.491362, -2.053322, -3.034322, -0.354879, 0.490054, -0.603412, -1.012469, -1.232980, 0.053619, -2.918538, 4.157450, 0.620297, 5.966783, 2.989610 +-1.854088, -1.803589, -0.910168, 1.343721, 0.883468, -1.373584, 1.807010, 1.305434, 3.043477, -2.164041, -1.390576, 2.321984, 1.755964, -3.038571, 0.723064, 2.276541, 0.970620, 3.177173, 5.386343, 3.634030 +-0.387249, -2.095422, -2.125222, -0.448284, -1.376560, -1.594791, 1.283468, 2.131124, -0.325006, -1.305853, -2.764354, -0.572498, -1.371319, -1.938782, 1.562583, 2.294790, 1.763809, 3.690213, 0.841754, 4.600345 +0.749084, -0.963663, 0.755719, -3.073746, -0.606958, -2.618410, -1.542713, 0.289858, 2.156030, -1.402442, 1.107852, 0.782173, -0.713728, -3.048933, -0.723187, 0.565059, 6.141060, 3.582074, 0.786994, 2.783888 +-2.203269, -1.682693, 1.568171, -2.929944, -0.052180, -2.909178, -0.343348, -1.669312, -2.532933, -1.156248, 2.495962, -1.304941, 1.061530, 2.984972, -0.569036, -2.404067, 2.255449, 4.591871, 5.058362, 4.599256 +1.732400, -1.046112, 1.768277, 0.882227, -1.777608, -1.388082, -1.726253, 1.947588, 2.139946, -2.548898, 1.733011, 1.384099, -2.844252, -1.257712, -2.913931, 2.890653, 0.045209, 2.434194, 6.241161, 3.453371 +0.857186, -1.377099, -2.066420, -2.503026, -2.821961, 2.402288, 0.882771, 0.058488, 0.555350, -0.821037, -1.679596, -2.793286, -3.024493, 0.414551, 1.501967, 0.753571, 1.964775, 5.257996, 1.183649, 2.444537 +2.786277, 0.299512, 3.021076, -2.702850, 1.480671, 1.297386, -0.774715, 2.617269, -2.404860, 0.286452, 2.813171, -1.605766, 1.859834, -0.427600, -0.568399, 2.336296, 2.016237, 4.686288, 4.036824, 0.085581 +-2.528811, 2.753214, 0.420275, 1.687602, 2.377528, -0.717335, -2.963624, 2.878960, 2.681511, -0.950178, 0.588506, 2.168102, 2.458948, 0.131765, 2.920901, 2.190976, 0.151283, 4.247306, 2.543349, 1.716623 +1.285419, -2.892592, -0.786559, -1.983607, 2.926124, 1.722359, -2.223945, 2.349582, 1.483270, -3.001879, -1.147682, -1.375959, 2.414249, 2.481879, -0.955163, 2.696442, 2.071642, 1.170233, 3.010505, 5.917210 +-0.845158, -2.969588, -1.702891, -0.300646, 2.575170, 0.475585, -0.913735, 0.008501, 0.598630, -2.453155, -1.835727, -1.388986, -0.452058, -0.240569, -1.401062, -0.233111, 4.553173, 2.494002, 2.616627, 0.292145 +-2.494066, 1.997215, 2.816055, -0.686344, 0.154877, 2.690659, -2.014153, -2.286773, -1.959154, 2.980038, 3.084195, -0.641921, 0.448663, -2.194838, -1.302525, -2.475523, 2.339189, 1.595312, 5.481283, 2.973117 +-1.035496, 0.726794, -0.000424, 0.276194, 1.413332, -1.163759, -0.684472, 2.606593, 2.926267, 2.282523, -0.528691, 0.674393, 1.984295, -0.528714, -0.155900, 2.448598, 5.905350, 0.436965, 0.684897, 3.400398 +2.055791, -1.773794, -2.615854, -0.471017, -2.792802, -1.982180, -1.558783, 2.161828, 2.947491, -1.764425, -2.367071, -1.339937, -2.333801, -1.762510, -2.189713, 2.080049, 0.737011, 3.755974, 4.174636, 4.592375 +-0.132919, -0.650529, -0.824440, -0.569447, 0.519519, -1.178170, 0.208075, 2.012659, -1.326988, -0.064319, -1.597693, -1.136391, 0.722731, 0.100101, 0.215464, 2.980908, 5.896585, 1.828699, 0.616365, 4.839974 +0.189292, -2.546637, -1.872170, 0.109847, 1.255856, -0.118362, -0.381971, 2.853977, -0.852106, -1.734110, -1.220478, 1.044248, 1.556021, 0.193613, -0.912101, 2.857346, 4.838038, 2.664999, 2.254141, 3.319362 +-2.190121, 2.987843, 0.780413, 2.982535, 0.773231, 2.028655, 0.593051, 0.816064, -1.913066, 2.817752, 1.096686, -0.888636, 0.468250, -3.112128, 1.727604, 2.678621, 1.416891, 1.266687, 4.909721, 2.484586 +2.031984, 1.334161, -2.243759, -3.115163, 2.481036, -2.826482, 2.065497, 1.805359, 1.783458, 2.290945, -2.563264, -1.694734, 2.667308, 3.130923, 1.005500, 1.381691, 1.770165, 1.492321, 0.178263, 1.309804 +-2.127125, 1.697720, -0.675534, 2.566547, 0.612375, 2.078420, 1.610055, 2.371475, -1.783007, 1.886481, -2.930726, -3.064858, -0.360711, 2.366202, 1.268741, 2.462327, 1.514751, 2.507045, 5.348665, 1.345163 +2.313019, -1.895016, -1.138510, 2.843925, 0.257133, 2.280439, 3.084411, 2.544442, 2.460044, -1.833901, 1.711968, 3.030123, -0.220395, 0.142405, 2.565854, -3.125842, 3.713033, 5.897762, 4.337284, 0.894818 +0.542552, -0.426813, 0.983961, 3.070845, -1.729764, -2.726042, 3.051774, 3.075954, 0.403473, -1.778627, 0.926358, -2.764830, -0.727524, -2.163684, 2.752018, -2.494746, 1.187212, 3.152855, 2.247450, 0.136387 +1.125913, 0.947400, -0.678436, 1.317416, -0.258428, -0.499314, -1.748351, 0.124202, 2.220842, 1.999713, -0.618284, 0.982027, 0.023250, -0.346299, -1.609910, -0.724703, 5.415701, 5.835099, 2.426787, 4.841568 +2.362890, 1.853991, -2.008618, -2.377263, 1.734785, -0.500667, 1.443537, -1.836695, 2.904714, -2.329253, -1.430567, -2.116175, 2.342335, -0.737919, 2.094932, -2.601594, 2.185510, 4.929861, 0.565081, 4.213958 +-3.084796, 0.896853, -0.367711, 1.225423, 1.309736, -2.762217, 0.333440, 1.872053, 2.357399, 1.778979, -0.087827, 0.582051, 0.344888, 3.117898, 0.937612, 2.442138, 1.775060, 1.865364, 0.034270, 3.185709 +0.564785, 0.316314, 2.338933, 0.964104, -0.539163, 1.631528, 0.693608, -1.850150, 0.346714, -0.206588, 3.038056, 0.166670, -1.234915, 2.402543, 0.599979, -2.134613, 6.257563, 4.335344, 3.250645, 0.886046 +-2.192373, -1.596856, 0.577388, 0.402685, 0.122325, -0.371338, 2.018629, -0.251747, -1.989522, -1.229893, 2.941444, -0.646410, 0.865865, 0.487566, 2.613123, -0.172741, 2.070048, 1.968195, 3.687169, 6.132247 +-0.472272, -0.193778, 1.999846, -2.441165, -0.463445, 2.392905, 1.675932, -2.504914, -0.753756, 0.349116, 1.651668, -3.024847, 0.658265, 1.981906, 0.879800, -0.870980, 0.935717, 4.084058, 2.607407, 4.946080 +1.769176, 3.120972, 0.199345, -2.440409, 0.349407, 1.008910, 0.161550, 2.440678, 1.594555, -0.323163, 0.455918, 0.474881, -0.098328, 1.785531, 0.343611, 2.668370, 4.164602, 2.153303, 5.922290, 6.282916 +-2.393667, -1.610064, -2.116611, -1.850502, -0.488420, 1.522606, -1.220949, 2.537584, -1.921871, 2.768711, -2.602169, -1.784320, -0.210703, 2.505029, -0.603085, 1.187413, 2.882087, 0.087458, 3.337560, 5.596103 +-0.510623, 1.095052, 0.852938, 0.282342, 0.257006, -1.697929, 0.460156, 1.943274, -1.396911, 0.362906, 1.071795, -0.646432, -0.608456, -2.172325, -0.408856, 1.702594, 0.253618, 0.602877, 4.970092, 4.057569 +-0.879171, -2.041646, 1.441156, 2.904770, -0.934446, 2.870014, -0.595218, 0.631242, -0.427440, -1.969085, -3.096979, 2.496382, -1.265484, 2.437559, -0.768863, 0.467144, 1.813617, 5.454817, 5.437247, 2.747174 +-1.787305, 0.792388, 1.167245, -0.240825, 0.376998, -0.134765, 0.382267, 1.625953, -2.213536, 0.864865, 1.012531, 0.627033, 0.145847, 0.573097, 1.120118, 1.318548, 1.410307, 5.625562, 4.733673, 4.898057 +0.464424, 0.001873, 2.219342, 0.026584, -0.210130, 2.786084, -2.814753, 0.038011, -0.258213, 0.130540, 2.579439, -0.262629, -0.414865, 2.075854, 0.068043, 0.269861, 6.028891, 3.495228, 0.595412, 6.218590 +-2.883425, -0.613557, -2.022185, -2.408831, 2.359207, -0.564436, -0.009371, 3.120868, -2.692156, -2.386562, -2.067930, -2.750072, 1.434598, 1.036746, 0.067912, -2.249142, 0.524218, 1.177993, 2.031556, 5.571149 +-3.079002, 2.802811, 0.180658, -0.342181, -1.309361, 0.092344, -1.134215, 2.939756, 3.081797, -2.693125, -1.621177, -0.987513, -0.801064, -0.680484, -1.500071, 2.346315, 4.388363, 3.388030, 0.953557, 3.685611 +0.632942, -2.444703, -1.054680, 1.698281, -2.921805, -1.332633, 1.570539, -0.156264, 0.548548, -0.570535, -1.250871, 2.875744, -2.779261, -1.298298, 1.330538, -1.861748, 2.288863, 3.777337, 5.767326, 4.741168 +-1.220509, -1.205695, -1.284865, 2.183135, -2.495085, -3.125601, 0.791890, 0.323450, 2.724480, 0.482110, -1.867586, -1.813077, 3.044436, -2.582503, -0.106934, -0.943402, 3.715593, 4.331296, 0.492975, 3.776600 +-0.159939, -2.409595, -2.712033, -1.797029, 2.921309, -0.217544, -1.278649, 0.055423, -0.396488, -2.273201, -2.333173, -2.574606, -3.123275, 0.292146, -0.964760, -0.024647, 3.521816, 2.627139, 3.990683, 1.741606 +-2.189411, 1.047496, 1.762045, -2.567675, -0.456917, -0.217223, 1.828372, 2.900234, 3.045528, 2.412652, 1.080591, -2.399239, -1.042618, 0.164014, 1.608850, 2.821899, 2.646328, 5.452912, 2.692768, 5.950626 +3.040687, 2.179252, 1.862612, -1.258696, -2.357761, -2.922209, 0.310849, -1.533605, 2.990099, 2.012896, 1.782205, -0.703297, -1.753550, 2.766845, 0.163634, -1.793930, 5.600259, 0.742957, 4.109723, 2.792301 +-2.652912, -0.365687, -0.497354, -2.167092, -2.858860, 0.453471, 1.569037, 0.010175, -1.964013, 0.331603, 0.255470, -0.966398, -2.038387, -0.439231, 1.304921, 0.884729, 5.511772, 6.195402, 5.211502, 2.156917 +-1.380400, -0.780114, 0.673016, 2.105229, 0.246162, 2.445006, -0.965373, -0.072699, -2.623313, 0.670481, 0.145356, 2.357552, -0.523299, 1.629332, -2.578677, -1.000559, 1.134238, 4.618294, 0.292357, 4.250655 +-1.990902, 1.778219, -0.359962, -0.396578, 2.165247, 0.818355, -0.699828, 0.477094, -2.103797, 0.766146, 0.178382, 0.169381, 1.387521, 0.987137, -1.042231, 0.441476, 6.108840, 3.686612, 1.059790, 6.202669 +2.204295, 0.218015, 1.581749, 0.088210, 0.005120, -0.928763, 0.171350, -2.132190, 1.635016, -0.904529, 1.747311, -0.181304, 1.151511, -1.405050, 0.233019, 1.931600, 4.073770, 0.710748, 4.530086, 2.043980 +-0.327402, 2.188601, -1.055362, -1.316486, -1.496070, -1.126576, -2.101353, 1.376396, -0.518880, 2.538078, -0.995256, 1.157865, -1.711569, -2.994963, -2.295743, 0.805237, 1.823472, 5.221161, 3.156715, 6.223275 +0.315462, -1.323387, 1.496223, 0.789116, -2.174361, -1.313829, -0.272118, -1.549057, 0.187628, -0.996165, 1.755046, 0.610975, -2.751794, -1.604798, -0.333436, -1.905068, 1.858899, 2.637216, 5.059080, 0.759940 +-0.251060, 0.614769, 1.018623, -0.527656, -0.453147, -0.278753, 3.033921, 2.618902, -0.106699, -2.160711, 1.545867, -1.525402, 1.058275, -0.637571, 3.044574, 2.890811, 0.704207, 5.947169, 2.230641, 4.191940 +1.341562, -3.041664, -1.364731, 1.211417, 0.908033, -1.638277, 2.794798, 1.819160, 1.592276, -2.179631, -2.634046, 1.150164, 0.992092, -0.956205, 1.668918, -0.102552, 4.033591, 4.679941, 4.853119, 3.252609 +2.003647, -0.990177, -1.551397, 3.094131, -1.463482, -0.654444, -1.110672, 0.527354, 1.473871, -0.665665, -1.597248, 2.747091, -0.688559, -0.487745, -0.867247, 0.564645, 5.743021, 1.644621, 2.662070, 2.661701 +-1.092603, -1.623199, -1.568563, -0.582969, -0.826318, -2.980336, -2.238175, -2.151437, -0.750867, 2.785934, -2.057197, -1.749156, -0.056729, -2.949362, -1.960827, -2.850122, 1.918921, 4.603535, 3.806738, 2.734407 +0.306575, -2.041678, 2.525972, 2.865756, 2.812259, -2.809703, 0.866665, -0.057790, 0.024662, -1.507223, 2.371945, 2.755714, 3.030976, 2.645530, -0.446163, -0.354825, 3.164352, 4.851381, 2.890549, 3.475220 +1.627957, 2.887958, 0.875730, 0.256373, 1.382300, 2.125866, 2.920542, 2.100738, 1.704153, -1.828952, 0.135262, -0.446692, 1.476387, 0.198060, 2.893529, -0.031731, 3.272929, 1.269361, 2.486913, 3.926074 +-2.525430, -2.321470, -0.666349, 2.733183, -0.329942, -1.403814, -2.431063, -1.522953, -2.089059, -2.840874, -1.027911, 2.543171, -0.157328, -1.083841, -2.497388, -1.463540, 2.855371, 3.725283, 3.097413, 5.072956 +2.976243, -0.722102, -0.168527, -0.607838, -1.285010, -0.450985, 1.345154, -1.769756, -2.918365, 2.989200, -1.160942, -1.403865, -1.407504, -0.419577, 1.189747, -1.279170, 4.591952, 1.173087, 5.106558, 2.377594 +-2.184125, -1.094076, -1.842042, -3.096327, -2.123835, 1.189162, 2.754148, 2.016686, 2.285100, 0.952982, -2.168364, -1.973647, -2.083538, 1.648667, 2.069597, 2.402057, 4.307961, 6.188099, 5.371079, 1.079641 +-0.358918, -2.596027, -1.417612, -2.547992, 2.601153, -1.178822, 1.080421, -2.777941, -1.139927, -1.846780, -1.728878, -1.371198, 2.295919, -1.472073, 1.129794, -2.576720, 4.040951, 3.774849, 0.337191, 5.325932 +1.306986, 2.831093, -2.453543, 0.885733, 0.869088, -2.766130, 1.304269, 0.844707, 1.580162, 1.680795, -1.851832, -0.310561, 0.929139, -2.622754, -2.485378, -1.319639, 4.107112, 6.218223, 1.149273, 4.552745 +0.997954, 0.066163, 0.250528, -2.798082, -2.148405, 1.936222, -1.551679, 2.146604, 2.092159, 0.580323, 0.408750, 3.131688, 0.100810, 1.951716, -1.669746, 2.622544, 1.150452, 4.280800, 1.301152, 0.651478 +-2.638851, -2.330960, -0.459367, 0.894839, -1.399688, 1.492411, 1.559180, 1.441342, -2.477549, -2.012515, -0.258424, 0.144124, -0.888721, 1.835019, 1.284790, 0.713520, 4.038540, 0.838549, 5.183372, 3.947005 +2.686422, -0.647149, 1.320714, -2.502668, -1.734456, -2.541151, 1.858453, 0.911711, 2.478577, -0.795101, 1.962276, -2.286529, -1.158148, -2.581997, -2.094939, 1.729859, 5.331219, 3.188299, 3.104018, 1.590957 +2.239073, 1.027519, -1.114739, -0.221137, -1.818121, -1.943263, -2.639998, 0.435388, -1.458142, -0.094749, 0.600337, 0.233133, -1.857733, -1.243817, -2.424050, -0.751640, 5.862233, 0.915744, 3.754737, 6.068934 +-2.682969, -2.844572, 1.046787, -2.368841, -0.813838, 0.741481, -0.042753, 2.503241, -2.983783, 2.980642, 1.110689, -2.341127, -0.343093, 1.489722, -0.358682, 2.792384, 3.496806, 2.103091, 5.279152, 6.148785 +-1.726062, 0.024418, 2.392644, 0.951483, 1.635802, -0.243196, 2.388106, -2.019748, -1.246578, 0.206728, -2.966356, 0.056283, 1.612482, -1.382450, -3.048853, -2.449041, 0.090260, 0.218778, 1.502436, 1.068266 +-1.863532, 2.579182, -1.496372, -2.717123, -0.171968, -2.414206, -1.675669, -2.604872, -1.549009, -3.133787, -1.427673, -2.329377, 0.384037, 1.314009, -0.520971, -2.188983, 2.035499, 6.118210, 3.172041, 5.321995 +-2.476727, -2.130065, -1.728864, -0.855188, 1.108098, -0.670977, 2.585297, 1.496547, -0.602818, -2.006098, -1.216241, -1.542568, -0.898947, -1.757837, -2.412040, 0.903471, 1.368629, 2.801042, 5.426753, 5.641826 +-0.483979, -1.314417, -0.780316, 1.796024, -1.560419, 1.673919, -1.193769, 1.351853, -1.306954, -0.926644, -1.143140, 1.753206, -1.613585, -2.105046, -0.409258, 0.783649, 2.044398, 5.923683, 1.974084, 3.135308 +-2.932177, -2.695739, -0.229733, 3.014522, 0.569787, -0.975676, 1.649342, -1.997017, 2.390604, -2.629568, -1.139440, -2.782171, -0.627399, -1.803954, 2.522287, -2.610643, 2.362390, 3.671415, 4.863576, 5.265681 +-2.985626, 1.735103, 1.574820, -0.869481, 0.646200, -2.254880, -0.900705, -1.871188, -2.277329, 0.716856, 0.977691, -0.893057, 1.818416, -2.193696, -1.433795, -2.370570, 2.339426, 0.519776, 5.609070, 2.740669 +-0.190798, -0.042860, -0.288199, 1.441273, 0.309942, -2.502186, -0.900922, -0.190973, 0.150418, 0.727951, -0.163827, 0.880451, -0.502688, -1.829459, -2.298391, -0.547122, 6.164041, 2.545046, 1.189121, 5.032886 +1.048905, -2.551859, -3.105629, 1.254302, -0.918616, -1.932903, -0.257275, -2.392225, 2.044401, -2.283967, 2.461897, 1.900898, -0.464572, -1.910576, -3.096062, 2.178499, 6.152896, 4.484762, 3.362904, 1.137922 +-1.031997, 2.538362, -0.680917, 0.153971, -2.018279, 0.739723, -1.112217, -1.934056, -1.666056, 0.250043, 2.116062, 0.149419, -1.063023, 0.304146, -1.065257, -0.355127, 3.050276, 3.005100, 1.793134, 1.780085 +-1.586882, 1.546408, -0.774038, 0.084963, 1.736987, 0.636854, 1.208538, -1.098064, -1.362433, 2.354227, -0.998207, -1.485705, 1.086201, 0.264874, 0.388798, -0.071263, 6.133080, 4.099924, 5.848686, 1.013102 +0.678283, 0.238962, 2.693789, -0.316460, 2.100897, -0.248828, 1.947326, -1.128471, 1.476118, 0.189532, 2.738342, -0.506757, 1.081041, -0.055045, 1.432490, -0.039157, 3.504006, 0.009866, 1.642071, 1.444931 +-1.250147, -1.035662, 0.972417, 0.903097, 0.401389, 1.403388, 0.670794, 2.925003, -1.247449, -1.590763, 0.859820, 1.321445, 2.081650, 0.913941, 0.306449, 3.110298, 0.848758, 5.915460, 4.639975, 2.455085 +-3.091375, -1.892591, -0.844105, 2.529874, -0.957528, 1.181651, 2.303113, 3.126960, -2.545555, -1.824052, 0.134797, 2.605121, 1.235568, 0.289529, -0.365527, -2.899892, 4.048903, 0.710940, 4.824177, 0.626351 +0.143458, 0.686225, 3.053771, -1.884116, -0.476414, -2.843740, 0.571173, 0.658507, -0.983076, 1.428467, -2.237822, -1.773461, -0.340482, -2.727887, 0.779998, 0.837496, 0.332956, 2.157515, 2.658241, 1.225609 +-0.657343, 2.816498, -0.927312, 0.686242, -1.586438, -2.343297, -1.209269, 2.444804, 0.080581, 2.856806, -0.475154, -0.594232, -1.849898, -2.032003, 1.584399, 2.946098, 2.243780, 5.809984, 2.136581, 3.152139 +1.680862, -0.235422, 1.609876, -2.844063, -1.486355, -0.507279, 1.067925, 2.300039, 1.643852, -0.867726, 0.889066, -1.414723, -2.111243, 0.172447, 1.847903, 0.762933, 6.088678, 0.742701, 3.605384, 0.544024 +-1.153539, 2.939806, 1.248690, 2.574247, 2.921381, 2.314642, 0.333093, -0.232252, -0.231439, 2.662363, 0.668504, 2.834540, 2.131403, 1.936114, 0.937794, 0.943429, 4.515343, 1.028738, 4.701402, 3.941190 +-2.542873, 0.599202, 1.610642, 0.016696, -2.326147, 2.980091, -2.116934, 1.521300, -2.675431, -1.001974, -3.013591, 1.260585, -2.421867, -2.440680, -2.102363, 2.145285, 4.869021, 2.703892, 0.506292, 4.745189 +1.699197, 2.313471, -1.749126, 2.823016, 0.496284, -2.786436, 1.586604, 0.047475, 2.286768, -2.238540, -1.617140, -2.383385, 0.855790, -3.113638, 2.044777, -0.240791, 4.087705, 0.472966, 0.162522, 3.412694 +2.635216, 1.039591, 1.337648, 2.230671, -1.098436, 1.868840, -3.088514, 2.557348, 1.646188, 1.029123, 1.753114, -2.893955, -1.245785, -1.921041, 3.125577, 2.209506, 4.746405, 3.374754, 1.750866, 1.495166 +-1.372629, -1.040157, -1.295148, -0.360399, 0.313761, 1.634765, -0.222923, 1.714741, -2.045858, -1.761655, -2.742026, -0.780708, -0.875417, 2.629447, -0.435667, 1.843395, 1.058868, 5.688577, 1.518070, 4.928844 +-2.930001, 0.706677, -1.670442, -1.944720, 2.330988, -1.204022, -0.753882, -2.845412, -2.822073, 1.222689, -0.936625, -1.783767, 1.904593, -1.440866, -1.133271, 3.119538, 0.599013, 0.497345, 2.424324, 4.790131 +-1.748220, 2.361218, -1.841523, 0.789207, 1.963685, -0.621880, -1.602905, -1.351023, -0.837637, 2.813529, -2.398676, 1.103393, 2.008728, -1.107970, -2.713584, -1.382046, 6.067721, 4.543847, 3.444428, 0.561816 +1.626529, -2.989947, -2.947574, -2.277337, 1.625151, -3.002238, -2.439246, -1.067958, 1.528889, -0.905577, -2.750290, -1.694930, 1.344385, -2.528367, -3.140588, -0.963109, 3.031505, 5.992185, 5.386819, 3.345295 +2.195206, -0.459342, 0.563101, 0.704539, 0.212164, 2.341084, -2.675371, -0.216494, 1.905160, -0.842938, 0.989513, 0.709290, 0.932024, 0.725651, -2.091834, -1.239207, 3.875815, 4.401443, 2.112270, 5.795141 +0.863779, -1.476779, -2.021101, -2.099377, -1.203559, 0.831428, 2.363275, 0.393022, 0.742148, -1.643769, -2.357754, -1.381505, -1.090874, 0.587790, 1.739280, 1.886967, 0.339780, 0.645352, 5.941012, 1.706355 +-0.503796, -2.172108, -1.530641, -1.953968, -0.307934, 2.416284, -1.532659, -1.591077, 0.607580, 3.021615, -1.444187, -2.247501, -0.598170, 2.276915, -1.115598, -2.346309, 0.811730, 6.039010, 3.063301, 3.545045 +-0.513904, -2.438874, 0.758570, -0.039099, 1.397239, 2.980739, 2.617619, 0.647047, -0.228127, -1.949723, 1.046394, -0.649809, 1.586630, 2.252851, 2.129759, 0.479978, 5.399851, 5.741320, 2.906997, 5.675237 +1.014548, -1.270333, 1.294355, -2.677244, 1.992362, -0.266377, -2.180511, -2.767710, -0.037912, -2.130761, 0.712392, -2.795501, -3.007803, -0.455374, -2.206007, 3.139313, 3.276276, 1.536710, 0.886156, 5.444954 +0.107631, 2.270734, -3.013242, 0.320048, 0.679191, -1.708101, -2.300577, 1.614366, 0.017697, 2.299990, -2.458156, -0.010262, -0.509594, -2.172415, -1.784586, 2.499982, 5.496364, 5.720552, 5.313819, 4.348772 +-3.086856, 1.525855, 0.834414, 2.142680, 3.105123, -2.201357, 0.804219, -0.988642, -2.958460, 0.779465, 0.047137, 2.609722, 2.503096, -2.107441, -0.045343, -1.824053, 6.264919, 0.675503, 4.644553, 5.129147 +2.178180, -1.683058, -1.307447, 0.567080, -0.152301, -2.657706, 0.397155, 0.884590, 1.718558, -1.991713, -1.599968, 0.195415, 0.661869, -1.871217, 0.910690, 1.317463, 4.257307, 4.340763, 0.910292, 4.831516 +2.183878, -1.385667, 1.201382, 2.126574, -0.574099, 2.033711, -2.760274, -2.974447, 2.519418, -0.918187, 1.693743, 1.404646, 0.149500, 1.618147, -2.330999, -2.671501, 4.673406, 5.635141, 1.558892, 0.847874 +-2.080313, 1.105081, 0.290851, 0.800757, 0.069556, 0.993251, -0.893997, 0.948421, -2.289319, 1.032482, 1.215000, 0.062890, 0.169774, 0.715662, -0.997575, 0.917346, 2.010757, 4.184853, 0.603146, 4.534007 +-2.091530, -2.231509, 0.479651, -0.707485, -1.317491, -0.418621, 1.085931, 2.525818, -1.688248, -2.544077, 0.395651, 0.245504, -1.884757, -0.112697, 0.981640, 3.034651, 3.409021, 2.650131, 4.717604, 4.464852 +0.836535, -2.612378, -0.751848, -1.793718, -0.128524, 1.934161, -1.291667, -0.192802, 1.197230, -2.478740, -1.175934, -1.460032, -0.936057, 0.101914, -1.856537, -0.206062, 5.575174, 0.678217, 2.043515, 1.986520 +-3.111392, -1.199970, -1.223303, -1.878892, -1.425827, 1.438515, 2.035101, 1.312486, 2.240850, -1.596045, -0.599914, -1.636461, -2.507324, 0.414055, 2.611652, 2.001984, 4.537219, 6.044640, 5.471388, 0.566406 +-2.432370, 0.247886, -0.741821, -1.222951, 1.894921, 1.232455, -0.404618, -0.377233, -1.955365, 0.520980, -1.484447, -0.804904, 1.168988, 0.334365, -0.461842, 2.758042, 0.537449, 4.802844, 1.146439, 1.600184 +2.938581, -1.659414, -0.921785, -2.224522, 0.496261, 1.449519, 1.995843, 2.363948, -3.132714, -2.361027, -0.582195, -1.900828, 0.800589, 1.687916, -2.445113, 2.945488, 2.848344, 0.209896, 5.209128, 6.143759 +-3.117259, 0.621913, 1.564207, 0.330319, -0.646973, 2.330035, 2.862947, -0.377336, 2.825494, 0.713041, 2.961519, -1.335263, -0.983143, 1.665207, 2.952530, 0.630699, 3.764233, 3.331237, 1.856032, 0.047017 +1.740083, -2.231300, -1.818097, 1.100989, 0.514266, 0.727610, -1.029463, 3.091137, -3.020286, -2.366359, -2.832666, 1.668507, -0.094908, 1.168556, -1.541313, 2.056735, 4.028836, 1.503690, 2.847560, 2.091060 +-1.627331, -1.827727, 0.532877, 2.159249, 0.160982, -2.783473, -0.145789, 0.625955, -2.254172, -2.855211, 0.570616, -1.733998, 1.286526, 2.671599, -2.000452, -0.804673, 1.466349, 4.611200, 5.896097, 3.497982 +-1.400711, 0.366900, -0.807558, -1.171877, -0.454779, 2.120216, -0.967663, 1.400259, -1.677928, -0.224977, -0.627796, -2.729942, -0.544880, -2.279788, -2.212038, 3.082909, 1.855490, 3.796069, 1.775221, 6.054803 +2.404311, -0.795414, -2.606106, -0.716815, -0.725469, 2.127423, -1.104021, -0.830814, 1.747919, 0.559896, -2.020017, 1.101399, -1.848893, 1.599637, -2.970987, -0.175510, 4.604343, 4.951176, 3.710127, 1.547629 +-3.133531, -1.460784, 0.821422, 0.165130, 1.636050, 1.642877, -0.951679, 0.560432, 2.419771, -1.743531, 0.591320, -0.650989, 3.118276, 2.627721, -1.130734, -1.894291, 1.497481, 6.101092, 0.130257, 5.557624 +-1.701515, 0.167199, 2.850107, 2.204412, 1.488249, 0.361122, -0.155582, 0.820636, -1.051445, 0.075876, 3.140138, 2.137574, 1.198552, 1.775912, 0.061560, 0.971727, 0.213266, 5.754865, 3.588660, 3.258137 +0.277686, -1.734853, 2.112663, -2.722264, -0.109151, 2.565763, 1.333080, 2.037025, 0.599230, -1.068001, 0.575639, -1.858256, 0.285733, 2.803935, 1.818636, 1.895279, 6.114650, 5.452275, 2.837442, 0.685239 +-2.040921, -2.907485, 0.145932, 2.181286, 1.900607, -2.779122, 0.773470, -0.958270, -2.240102, -2.701485, -0.285534, 2.155611, -1.154581, 2.794964, 1.606210, -0.257066, 0.140314, 5.686607, 5.363782, 5.060169 +-2.891984, 2.817695, 0.608150, 1.422973, 1.980730, -2.975152, -1.168376, 0.599948, -3.027314, 2.099995, 0.371737, 1.646552, 1.220237, -2.334254, -0.751041, 0.227321, 0.911254, 0.157457, 0.560226, 4.260264 +-1.096097, 1.818220, 2.173078, 1.622382, 1.524268, -2.475030, 1.858526, 2.245381, -1.117994, -2.522145, 2.089178, 1.874505, 2.286598, 3.004759, 1.517018, 1.469488, 5.855014, 0.656810, 2.251581, 2.415422 +2.862000, -0.600770, 3.025158, -1.742726, 0.938376, 0.619364, 0.845042, -2.704175, -2.254044, 0.596201, 2.001553, -2.402031, 0.516462, 0.410946, 0.292071, 2.719063, 2.482809, 6.264592, 2.412985, 4.446901 +-3.073252, -1.181319, -2.965098, -2.594045, -1.374649, -1.299598, 0.453530, 2.287210, -2.408414, -1.178646, -2.533128, 2.716114, -0.772444, 1.317050, 0.636154, 1.768098, 4.447901, 2.480916, 2.511569, 0.306834 +-0.182883, -1.025348, 1.931406, -0.765588, -2.005571, -2.799911, -0.554775, -0.457291, -1.140044, -2.302047, 2.271394, -1.336558, -2.455199, -2.977611, -1.016735, -0.405265, 2.188454, 3.825260, 4.906554, 1.222879 +2.618321, -1.725018, -2.818399, 0.283081, -3.044924, 2.495956, 0.888388, 1.014058, 2.961483, -0.840472, -3.132510, -1.538100, -2.670576, 2.521797, 0.572110, -0.038089, 0.426602, 5.512248, 1.930011, 4.986046 +-1.842094, 2.929298, 0.853046, -2.296248, 1.908262, -0.173124, 0.477143, -1.118179, -2.754811, -2.789231, 2.844593, 2.523219, 2.626933, 0.360763, 1.043198, -1.422952, 6.217018, 3.527011, 4.952996, 3.414427 +0.520536, -0.080575, 2.629684, 2.565441, 2.776240, 1.826894, -2.188955, -0.393516, 0.212031, 1.034293, 2.049773, 2.688935, -0.274326, 1.502346, -2.203455, 0.526575, 2.986409, 4.536866, 5.842457, 4.111260 +0.746118, 2.678534, -3.133367, -0.640007, 1.408216, 2.367867, -1.366589, 1.510482, 1.368490, 2.248316, -2.810824, -0.448989, 1.468649, 2.435874, -1.211092, 1.481263, 4.128851, 1.236784, 4.499957, 5.412711 +0.883576, 2.918862, -1.780863, 0.977993, -1.281540, 1.936856, 0.984787, 0.204694, 0.748039, -2.637011, -0.887437, 1.478102, -0.680979, 1.259094, -0.796657, 0.149313, 0.397964, 1.427467, 0.796076, 5.100499 +-2.770068, 1.179278, -0.450812, -2.057255, 2.203397, -0.477830, -2.963358, 1.777075, 2.815207, 1.826666, -0.229692, -2.304906, 1.406462, -0.968898, -2.267932, 1.893222, 0.566671, 5.581737, 3.414170, 0.280181 +2.902148, -1.083519, 1.476456, 0.613385, -2.829283, -2.368951, 1.824960, 0.562367, -2.451668, -1.845884, 2.268074, 1.447214, -1.317688, -2.673835, 1.419632, 2.507951, 6.210321, 3.452470, 2.981770, 5.107433 +2.271985, 0.586754, -2.207532, -2.704330, 1.030960, 0.748405, -2.645338, 1.521445, -2.818066, 1.585742, -1.616415, 2.929062, 0.942297, 0.691489, 1.054488, 0.745227, 2.980240, 4.948026, 4.852870, 1.182885 +0.029993, -0.422682, -2.702438, 0.897178, 2.728011, 1.341491, -1.449529, 1.445542, 0.412362, 0.551901, -2.845764, 0.290053, 2.265531, 2.683221, -1.510365, 2.204051, 3.525182, 5.364376, 4.151967, 3.940465 +0.807575, 2.533738, -1.492866, -2.684044, -1.324451, 2.571257, -1.754984, -3.095607, 1.616892, 1.974448, -3.130123, -2.719681, -1.096654, -2.901180, -2.002917, 1.656457, 0.516875, 1.178190, 3.247850, 5.779651 +-1.723718, -2.277508, 2.325518, 2.337251, -0.768867, 1.791663, 0.720138, 2.126341, -2.022080, -1.803072, 1.902394, 2.031383, -0.755994, 1.284328, 0.398829, 2.199748, 2.492584, 0.485845, 3.237529, 1.819593 +-1.852123, 0.003723, -0.727468, 2.245309, 1.485266, -2.796479, 0.971393, -2.222018, -2.004679, 0.013546, -1.202064, -2.888996, 1.321616, -1.848342, 0.488984, 1.477849, 0.366857, 2.792756, 6.039261, 6.259894 +0.993631, 2.919411, -0.671253, 2.414134, 2.428851, -1.493146, -2.609584, 0.518637, 1.780643, -2.832368, -1.021663, -1.995661, 2.402239, -1.035516, 3.097319, 0.685786, 2.860703, 4.856920, 3.280837, 3.350414 +-2.359014, -3.029889, 2.391139, 1.616143, -1.454483, -2.080861, -2.664866, -2.900944, -2.099276, -2.904093, 2.579566, 2.184314, -0.012688, -1.036480, -3.080735, -3.083616, 3.813497, 5.110750, 0.273727, 1.284801 +-0.392834, 1.011578, -0.769185, -1.419123, 0.635214, 0.006002, 1.091094, -2.252864, -0.833869, 1.329568, -0.517911, -1.431424, 0.443195, 0.377454, 1.109208, 2.843785, 6.040806, 5.265605, 5.961277, 3.671987 +0.261822, -0.260094, 0.166130, -0.939579, -3.047010, 2.079566, 0.015640, -0.125678, 0.611726, -0.092337, -0.089340, 1.722330, 1.973089, 2.273761, 0.713704, 0.383808, 2.785188, 4.463713, 6.101415, 1.065256 +-0.731132, -0.487747, -1.352402, -0.028955, -1.604575, -0.703566, -1.808767, 2.709744, -2.770999, -0.056424, -1.423949, -0.061280, -0.844307, -0.151404, -1.936276, 2.669055, 2.335707, 1.191313, 3.161169, 3.602396 +2.462556, 1.988816, -2.039517, -2.187425, -2.447810, -1.554991, -1.803175, -3.107327, 1.937320, 1.199769, -2.150446, -2.902733, -1.407729, -1.607019, -3.115951, -2.247510, 6.268439, 5.849360, 3.842692, 5.294752 +-0.365574, -1.015934, -1.155669, 1.732852, 0.016790, -3.124142, 2.357122, 0.206323, 1.612014, -1.102718, -1.014017, 1.491358, 0.548727, -2.755319, 1.852356, 0.171648, 0.348784, 4.140076, 5.081732, 4.344011 +-0.587827, -2.355650, -3.080010, -2.081219, 0.844111, 0.467012, -0.356204, 2.335586, -0.381244, 3.087289, 2.259172, -2.265955, 0.842599, 0.194800, -1.780441, -1.989500, 6.026901, 1.888638, 3.436214, 6.028819 +2.465809, 2.594833, 2.658152, -1.299030, 1.577325, -1.373090, -3.022216, -2.849810, 3.012852, 1.948759, 2.591764, -1.173188, 1.313028, -0.728177, -2.355046, 1.771342, 2.240051, 5.061443, 0.364064, 4.148840 +1.324164, -2.023747, 3.137835, -1.252141, 1.509503, 1.111228, 0.591843, 2.116617, 2.967706, -1.774420, -2.543464, -1.210218, 1.589490, 0.860892, 0.218842, -3.097330, 3.449519, 0.912519, 2.553508, 5.418708 +1.649559, 1.989067, -1.503949, 0.944650, 0.115091, -1.630057, -1.907368, 2.622286, 0.658611, 1.713875, -1.591625, 0.618702, -2.902541, -1.915152, -2.927323, 2.572362, 4.518536, 5.924175, 3.411317, 2.716249 +-2.715018, 1.113829, -2.442275, -1.299011, 2.073158, 0.116380, -1.391309, 1.657607, -2.734660, 1.434738, -1.717151, -1.089200, 1.829472, -0.033015, -2.042661, 2.502989, 0.641860, 5.052977, 3.833584, 5.924589 +-1.256165, -0.621634, -2.908590, -2.208365, -2.559952, 0.882354, -2.040645, -0.747651, -1.774597, 0.337351, 2.957422, -1.833450, -1.571935, 0.981718, 0.302133, -0.413817, 3.816117, 6.022465, 4.949234, 2.956016 +-1.552765, 0.338201, 0.176913, 3.002082, -2.415642, 1.004685, -3.125257, -0.474445, -1.111306, 1.409831, 0.241935, -3.094177, 2.781273, 0.867021, 2.591394, 1.082069, 3.968407, 4.940300, 2.948344, 3.755549 +-1.671353, -3.048501, 0.540212, 2.980713, -2.302670, 2.534222, -2.991792, 1.859693, -2.223477, -2.601185, 1.970574, 2.976875, -0.708528, 2.358118, 2.889559, 1.058568, 3.974024, 0.514279, 2.451580, 1.442779 +-1.817185, 0.840171, -3.037794, -0.611766, 1.224382, -2.018999, -2.399895, -0.813327, -1.826457, 1.594000, 2.558984, -0.672228, 2.189993, -3.112959, -0.775529, -0.511478, 0.592803, 1.178828, 5.437690, 1.425093 +-2.669946, 0.092430, 2.739829, 1.212904, -1.550655, 2.305068, 2.811597, -1.637032, -2.366394, 0.135671, 2.250134, 1.313495, -0.941637, -0.254233, 1.484965, -2.326841, 4.220601, 3.885687, 0.731760, 0.424128 +3.003730, 2.122162, 1.002049, -2.418013, 1.190588, -0.779892, 0.123179, 0.158283, 2.711659, 3.036883, 1.816892, -3.121663, 1.818608, -0.906105, 0.013322, -0.106052, 2.088867, 4.940916, 5.157958, 2.259730 +1.784750, -0.270275, -0.453766, -2.468663, -2.425730, -2.252515, 0.597956, 2.594324, 0.883792, -1.131908, 2.716536, -1.687554, -2.540588, -1.877883, 0.319762, 2.983309, 0.640980, 2.522790, 6.138996, 6.157524 +-1.442150, 2.380970, 3.058791, -0.292269, -1.787520, 1.734924, -2.815262, -0.797851, -1.440770, 2.763131, 1.215394, 1.542934, 2.168738, 2.466058, -2.521271, -0.371848, 3.229670, 2.167291, 6.039657, 1.090119 +1.939755, -0.449546, 1.948846, 2.174250, -2.917577, -2.547439, 2.494763, 1.276563, 1.539209, 2.502461, 1.128879, -2.695722, -1.912062, -1.195461, 0.911283, 1.590262, 0.977822, 2.996985, 1.839576, 2.832373 +-2.614751, -0.908856, -1.995403, 2.096059, -1.709224, 2.836229, -0.606499, 2.830887, -2.532205, -1.003380, -1.355141, 2.265880, -1.536728, 2.501543, -1.043481, -2.502379, 4.323975, 4.355812, 2.601902, 1.356239 +-1.998102, -1.209083, 0.446086, -0.648182, -2.621834, 2.754765, -0.004673, -2.837432, -2.240580, -1.631824, 0.532307, 1.415590, 0.352164, 2.519414, -0.780054, 0.419366, 4.619936, 4.737504, 5.841772, 3.485614 +3.133486, 1.190108, 2.936072, -2.212673, -0.541426, -2.964019, 2.300180, 2.902877, -3.137336, 1.047257, -3.120098, -2.075933, -0.814902, -2.457579, 2.389635, 2.928263, 3.691126, 1.773911, 1.046934, 5.592982 +-0.928535, -1.045173, -0.102010, -0.023340, 0.953534, -1.318851, 0.111644, 1.583760, -1.623610, -1.351182, 0.775278, -2.691305, 1.481646, -1.025781, -2.051832, 1.586662, 6.258187, 2.364024, 6.273551, 4.722765 +-1.663705, -1.433824, 0.725189, -1.106191, 2.826954, 0.055509, 2.879079, -0.202435, -1.630225, -0.523920, 0.833320, -1.020223, -2.705721, 0.291409, 2.946710, -0.828184, 5.119937, 1.378315, 2.678917, 1.308626 +1.416863, 0.450946, 1.856320, -0.068462, -2.081491, 0.973347, 0.277878, 1.019067, 0.933495, 0.326422, 1.515117, 0.464040, -2.434739, 0.523383, 1.235515, -2.747690, 0.664627, 4.858893, 4.148987, 5.332580 +1.927441, -2.116983, 0.875131, -0.073512, -0.305758, -3.111315, -2.026583, -0.124021, 2.886728, -2.507039, 0.809740, 0.278273, -2.213105, -2.825106, -2.222949, -0.319020, 4.661502, 5.228297, 1.151451, 0.197533 +-0.932017, 0.888155, -0.628306, -1.513375, 2.019344, 1.636362, 2.120031, -1.333674, -1.217757, 1.346028, 0.041028, -1.744121, 2.167307, -2.102960, 0.753148, -1.049617, 5.195858, 3.758668, 4.791461, 2.847049 +1.762354, 2.092431, -2.046432, 1.394954, -3.083443, 2.464613, -1.641721, 1.055828, 2.145541, 2.867320, -1.421776, 1.520909, 2.912950, -2.809924, -1.636868, 1.408334, 1.321088, 1.726141, 3.688153, 3.832403 +0.848117, 1.599275, 1.906743, -1.949933, 0.946121, 1.980138, -0.250187, -1.522451, 1.233012, 0.585821, 1.277859, 0.862040, 0.080497, 1.992758, -1.079782, -1.646303, 4.488947, 2.703772, 4.626629, 3.472384 +-0.182074, 1.120002, 1.791490, -1.222252, -2.455331, -2.632089, 0.079946, -1.402844, -0.199557, 0.720161, 0.710949, -0.009386, 1.023095, -2.922759, -0.413061, -1.946452, 2.637405, 1.512087, 4.411750, 2.625096 +-1.106104, 0.662157, 0.695932, 0.163505, 2.259257, 1.924652, 2.163966, -0.856404, -0.955604, 0.885143, 1.416041, -0.018004, 2.686214, -2.059599, 2.654948, -1.445485, 5.130032, 3.696376, 3.423287, 0.692899 +1.126926, 0.034790, -2.944993, 0.283227, 1.661470, -1.275397, -1.898816, 1.825567, 0.535655, -1.164608, 2.832786, 0.566942, 1.934136, -0.786291, -1.559922, 1.723174, 3.494789, 1.240607, 4.843809, 4.174391 +-1.067009, -1.635159, 1.521323, -1.805775, -2.924621, 1.681704, -3.130842, 2.926511, -1.322161, -0.460859, 0.951657, 2.897365, 2.844709, 2.394257, 1.996421, 3.085585, 3.991630, 6.236641, 1.609519, 5.162450 +-1.037017, -1.728520, 1.826858, 1.647811, -1.763819, -0.620856, -0.347447, -0.120329, -0.804596, -2.621111, 2.481940, 2.359251, -2.103152, -0.649336, -0.028828, -0.618747, 2.800836, 2.349376, 4.803774, 4.755703 +2.539922, -2.723331, -1.922476, -1.169883, 1.662217, -1.157350, -2.133796, 1.489056, 1.518914, -2.883492, -1.475327, -0.760260, 2.324336, -1.259999, -1.998725, 0.672296, 2.081047, 3.880680, 4.056272, 5.964012 +1.405299, 0.102562, 1.422239, 2.024843, 1.134034, -0.863400, 2.773632, -1.792860, 2.036925, -0.061408, 1.389882, 1.362500, 1.577264, -0.841669, -2.096449, -1.919944, 3.743853, 0.760838, 2.087314, 6.051202 +0.141969, 1.842991, 2.985155, 2.346008, -0.766994, 1.771430, -0.803854, -0.327492, 0.873385, 0.537890, -2.869693, -3.124531, -0.139556, 1.733718, 0.520212, -1.503302, 0.625026, 2.668764, 4.101885, 4.264669 +1.382662, 1.710706, 0.660727, 0.866375, -0.085721, 0.747071, -2.643374, 0.873215, -0.517105, 0.779725, 1.222908, 0.943311, -0.151232, 0.988007, -0.667058, 1.400524, 4.986245, 3.825409, 1.982647, 4.543596 diff --git a/nn-ris-optimization.m b/nn-ris-optimization.m new file mode 100644 index 0000000..87ac0ca --- /dev/null +++ b/nn-ris-optimization.m @@ -0,0 +1,298 @@ +%% This script reads a given dataset and generates a new dataset +%% (named "measurements_dataset_nn.txt") with the predictions of +%% the optimum configuration for the RIS using the NN + +%% DEPRECATED PARAMETERS +PREV_TS_WINDOW = 0; % DEPRECATED -> set to false +GLOBAL_SHUFFLE = false; % DEPRECATED -> set to false + +%% GENERAL PARAMS +N_EXECUTIONS = 2; % CAN BE CHANGED -> 10 is a nice value + +%% FOR-LOOP PARAMS +NN_LAYERS_ARRAY = 1; % TODO: Not used yet +RIS_SIZE_ARRAY = [4, 16, 64]; % 4, 16, 64 +N_DIFFERENT_CHANNELS_ARRAY = 10:10:100; % [10, 100, 1000]; 100; +N_MEASUREMENTS_ARRAY = 1000; % 10:10:100 +VAR_CEE_ARRAY = 0.5; % 0.1:0.1:1.0; % 0.5; +NN_SIZE_SWEEP = 200; %40:40:200; % Number of neurons +LR_SWEEP = 0.01; % [0.0001, 0.001, 0.01, 0.1, 1]; % 0.01; % Learning rates +EPOCHS_SWEEP = 10000; % Maximum number of epochs +TRAINING_ALGORITHM_SWEEP = "trainscg"; % "min_distance_channels_without_NN"; % "min_distance_configuration_without_NN"; % "trainscg"; % ["trainscg", "trainlm", "traingdm"]; % Training algorithm + +global_start_time = tic; + +%% Save results to file +results_filename = ("results_file_" + strrep(datestr(datetime("now")), ":", "_") + ".txt"); +fileID = fopen(results_filename,'w'); +fprintf(fileID, "# RIS_size N_different_channels N_measurements Var_CEE NN_layers NN_neurons LR(useless so far) N_epochs_max training_algorithm Training_time (s) N_epochs_used training_MSE_NN training_MSE_direct validation_MSE_NN validation_MSE_direct test_MSE_NN test_MSE_direct\n"); +fclose(fileID); + +for RIS_size = RIS_SIZE_ARRAY + for n_different_channels = N_DIFFERENT_CHANNELS_ARRAY + for n_measurements = N_MEASUREMENTS_ARRAY + for var_CEE = VAR_CEE_ARRAY + Std_CEE=sqrt(var_CEE); + + %% DEBUG TO LIMIT DATASET TO N_entries entries + M = readtable("measurements_dataset_RIS" + RIS_size + "_1000.txt"); + + M = M{:,:}; + M = M(1:n_different_channels, :); + + fileID2 = fopen("measurements_dataset_tmp.txt", "w"); + + for rep = 1:n_measurements + % Shuffle + M = M(randperm(size(M, 1)), :); + + angle_g_real_array = M(:, 1:RIS_size); + angle_h_real_array = M(:, (RIS_size + 1):(RIS_size * 2)); + phaseShifts_RIS_optimum_array = M(:, (RIS_size * 4 + 1):(RIS_size * 5)); + + for i = 1:size(M, 1) + angle_g_estimated_array = mod(angle(exp(1j * angle_g_real_array(i, :)) + Std_CEE*randn(size(angle_g_real_array(i, :))) + 1j * Std_CEE*randn(size(angle_g_real_array(i, :)))), 2 * pi); + angle_h_estimated_array = mod(angle(exp(1j * angle_h_real_array(i, :)) + Std_CEE*randn(size(angle_h_real_array(i, :))) + 1j * Std_CEE*randn(size(angle_h_real_array(i, :)))), 2 * pi); + fprintf(fileID2, join(repmat("%f",1, (5 * RIS_size)),', ') + "\n", angle_g_real_array(i, :).', angle_h_real_array(i, :).', angle_g_estimated_array.', angle_h_estimated_array.', phaseShifts_RIS_optimum_array(i, :).'); + end + end + fclose(fileID2); + + %% THE DATASET HAS BEEN GENERATED + for NN_layers = NN_LAYERS_ARRAY + for nn_size = NN_SIZE_SWEEP + for training_algorithm = TRAINING_ALGORITHM_SWEEP + for lr = LR_SWEEP + for epochs = EPOCHS_SWEEP + for execution = 1:N_EXECUTIONS + %% Load input dataset + M = readtable('measurements_dataset_tmp.txt'); + M = M{:,:}; + + M_orig = M; + M = [M_orig((1 + PREV_TS_WINDOW):end, :), zeros(size(M_orig, 1) - PREV_TS_WINDOW, RIS_size * 2 * PREV_TS_WINDOW)]; + + %% Concat previous time steps + for tshift = 0:(PREV_TS_WINDOW - 1) + pos_start = size(M_orig, 2) + 1 + tshift * (2 * RIS_size); + pos_end = pos_start + (2 * RIS_size) - 1; + % Noisy values of prev samples as input + M(:, pos_start : pos_end) = M_orig(tshift + (1:size(M)), (RIS_size * 2 + 1):(RIS_size * 4)); + end + + angle_g_real_array = M(:, 1:RIS_size); + angle_h_real_array = M(:, (RIS_size + 1):(RIS_size * 2)); + angle_g_estimated_array = M(:, (RIS_size * 2 + 1):(RIS_size * 3)); + angle_h_estimated_array = M(:, (RIS_size * 3 + 1):(RIS_size * 4)); + phaseShifts_RIS_optimum_array = M(:, (RIS_size * 4 + 1):(RIS_size * 5)); + + input = M(:, [(RIS_size * 2 + 1):(RIS_size * 4), (RIS_size * 5 + 1):size(M, 2)]); + + labels_channels = [angle_g_real_array angle_h_real_array]; + + input = input.'; + output = phaseShifts_RIS_optimum_array; + output = output.'; + + x = input; + t = output; + + %% Encoding for x and t: https://stats.stackexchange.com/questions/218407/encoding-angle-data-for-neural-network + x = [sin(x); cos(x)]; + t = [sin(t); cos(t)]; + + TRAIN_RATIO = 0.7; + VALIDATION_RATIO = 0.1; + + start_train = 1; + end_train = round(size(x, 2) * TRAIN_RATIO); + start_validation = end_train + 1; + end_validation = round(start_validation + (size(x, 2) * VALIDATION_RATIO) - 1); + start_test = end_validation + 1; + end_test = size(x, 2); + + x_train = x(:, start_train:end_train); + x_validation = x(:, start_validation:end_validation); + x_test = x(:, start_test:end_test); + + t_train = t(:, start_train:end_train); + t_validation = t(:, start_validation:end_validation); + t_test = t(:, start_test:end_test); + + start_time = tic; + if (training_algorithm == "min_distance_channels_without_NN") + %% Minimum euclidean distance calculation without using an NN + labels_train = labels_channels(start_train:end_train, :); + + labels = unique(labels_train, 'rows'); + + labels = [sin(labels) cos(labels)].'; + + y_train = zeros(size(labels, 1), size(x_train, 2)); + for val_i = 1:size(x_train, 2) + val = x_train(:, val_i); + best_label = -1 * ones(size(val)); + best_distance = -1; + for label_i=1:size(labels, 2) + label = labels(:, label_i); + distance = sqrt(sum((val - label) .^ 2)); + if ((best_distance == -1) || (distance < best_distance)) + best_label = label; + best_distance = distance; + end + end + y_train(:, val_i) = best_label; + end + + y_validation = zeros(size(labels, 1), size(x_validation, 2)); + for val_i = 1:size(x_validation, 2) + val = x_validation(:, val_i); + best_label = -1 * ones(size(val)); + best_distance = -1; + for label_i=1:size(labels, 2) + label = labels(:, label_i); + distance = sqrt(sum((val - label) .^ 2)); + if ((best_distance == -1) || (distance < best_distance)) + best_label = label; + best_distance = distance; + end + end + y_validation(:, val_i) = best_label; + end + + y_test = zeros(size(labels, 1), size(x_test, 2)); + for val_i = 1:size(x_test, 2) + val = x_test(:, val_i); + best_label = -1 * ones(size(val)); + best_distance = -1; + for label_i=1:size(labels, 2) + label = labels(:, label_i); + distance = sqrt(sum((val - label) .^ 2)); + if ((best_distance == -1) || (distance < best_distance)) + best_label = label; + best_distance = distance; + end + end + y_test(:, val_i) = best_label; + end + + y_train = mod(atan2(y_train(1:(2 * RIS_size), :), y_train((2* RIS_size + 1):(2 * RIS_size * 2), :)), 2 * pi); + y_train = mod(2 * pi - y_train(1:RIS_size, :) - y_train((RIS_size + 1):(2 * RIS_size), :), 2 * pi); + y_train = [sin(y_train); cos(y_train)]; + + y_validation = mod(atan2(y_validation(1:(2 * RIS_size), :), y_validation((2* RIS_size + 1):(2 * RIS_size * 2), :)), 2 * pi); + y_validation = mod(2 * pi - y_validation(1:RIS_size, :) - y_validation((RIS_size + 1):(2 * RIS_size), :), 2 * pi); + y_validation = [sin(y_validation); cos(y_validation)]; + + y_test = mod(atan2(y_test(1:(2 * RIS_size), :), y_test((2* RIS_size + 1):(2 * RIS_size * 2), :)), 2 * pi); + y_test = mod(2 * pi - y_test(1:RIS_size, :) - y_test((RIS_size + 1):(2 * RIS_size), :), 2 * pi); + y_test = [sin(y_test); cos(y_test)]; + + elapsed_time = toc(start_time); + else + hidden_sizes_mat = repmat([nn_size], 1, NN_layers); %% TODO: Implement correctly + net = feedforwardnet(hidden_sizes_mat, training_algorithm); % , 'trainscg' -> Scaled conjugate gradient descent + net.trainParam.lr = lr; % setting the learning rate + net.trainParam.epochs = epochs; % setting number of epochs + net.trainParam.max_fail = 10; + net.trainParam.showWindow = false; + net.trainParam.showCommandLine = true; + + [net, tr] = train(net,x_train,t_train,'UseParallel','yes','UseGPU','yes'); % 'UseParallel','yes','UseGPU','yes' + + elapsed_time = toc(start_time); + + %view(net) + + y_train = net(x_train); + y_validation = net(x_validation); + y_test = net(x_test); + end + + %% Decoding for x, t and y + x_train = atan2(x_train(1:size(input, 1), :), x_train((size(input, 1) + 1):(size(input, 1) * 2), :)); + t_train = mod(atan2(t_train(1:RIS_size, :), t_train((RIS_size + 1):(RIS_size * 2), :)), 2 * pi); + y_train = mod(atan2(y_train(1:RIS_size, :), y_train((RIS_size + 1):(RIS_size * 2), :)), 2 * pi); + + x_validation = atan2(x_validation(1:size(input, 1), :), x_validation((size(input, 1) + 1):(size(input, 1) * 2), :)); + t_validation = mod(atan2(t_validation(1:RIS_size, :), t_validation((RIS_size + 1):(RIS_size * 2), :)), 2 * pi); + y_validation = mod(atan2(y_validation(1:RIS_size, :), y_validation((RIS_size + 1):(RIS_size * 2), :)), 2 * pi); + + x_test = atan2(x_test(1:size(input, 1), :), x_test((size(input, 1) + 1):(size(input, 1) * 2), :)); + t_test = mod(atan2(t_test(1:RIS_size, :), t_test((RIS_size + 1):(RIS_size * 2), :)), 2 * pi); + y_test = mod(atan2(y_test(1:RIS_size, :), y_test((RIS_size + 1):(RIS_size * 2), :)), 2 * pi); + + + %% Calculate direct estimations as baseline + direct_estimation_train = mod(2 * pi - angle_g_estimated_array(start_train:end_train, :) - angle_h_estimated_array(start_train:end_train, :), 2 * pi); + direct_estimation_validation = mod(2 * pi - angle_g_estimated_array(start_validation:end_validation, :) - angle_h_estimated_array(start_validation:end_validation, :), 2 * pi); + direct_estimation_test = mod(2 * pi - angle_g_estimated_array(start_test:end_test, :) - angle_h_estimated_array(start_test:end_test, :), 2 * pi); + + mse_nn_train = mean((pi-abs(abs(t_train - y_train) - pi)).^2,'all'); + mse_direct_train = mean((pi-abs(abs(t_train - direct_estimation_train.') - pi)).^2,'all'); + + mse_nn_validation = mean((pi-abs(abs(t_validation - y_validation) - pi)).^2,'all'); + mse_direct_validation = mean((pi-abs(abs(t_validation - direct_estimation_validation.') - pi)).^2,'all'); + + mse_nn_test = mean((pi-abs(abs(t_test - y_test) - pi)).^2,'all'); + mse_direct_test = mean((pi-abs(abs(t_test - direct_estimation_test.') - pi)).^2,'all'); + + fprintf("MSE for NN of size %i, LR = %f, epochs = %i:\n", nn_size, lr, epochs); + fprintf(" Training time: %f seconds, epochs: %i\n", max(tr.time), tr.num_epochs); + fprintf(" training: NN = %f, direct = %f\n", mse_nn_train, mse_direct_train); + fprintf(" validation: NN = %f, direct = %f\n", mse_nn_validation, mse_direct_validation); + fprintf(" test: NN = %f, direct = %f\n", mse_nn_test, mse_direct_test); + + %% SAVE RESULTS TO FILE FOR PROCESSING WITH TU_VIENNA + x = x_test; + t = t_test; + y = y_test; + + direct_estimation = mod(2 * pi - angle_g_estimated_array(start_test:end_test, :) - angle_h_estimated_array(start_test:end_test, :), 2 * pi); + angle_g_real_array = angle_g_real_array(start_test:end_test, :); + angle_h_real_array = angle_h_real_array(start_test:end_test, :); + + %% Save results to file for processing with TU Vienna simulator + fileID = fopen('measurements_dataset_nn.txt','w'); + for i = 1:size(x, 2) + fprintf(fileID, join(repmat("%f",1, (6 * RIS_size)),', ') + "\n", mod(angle_g_real_array(i, :), 2 * pi).', mod(angle_h_real_array(i, :), 2 * pi).', mod(x(1:(RIS_size * 2), i), 2 * pi), mod(t(:, i), 2 * pi), mod(y(:, i), 2 * pi)); + end + fclose(fileID); + + + %% TU Vienna results + throughput_random = -1; + coded_BER_random = -1; + uncoded_BER_random = -1; + throughput_direct = -1; + coded_BER_direct = -1; + uncoded_BER_direct = -1; + throughput_nn = -1; + coded_BER_nn = -1; + uncoded_BER_nn = -1; + throughput_optimum = -1; + coded_BER_optimum = -1; + uncoded_BER_optimum = -1; + + %% Print all results to file + fileID = fopen(results_filename,'a'); + fprintf(fileID, "%i %i %i %f %i %i %f %i %s %f %i %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f %f\n", ... + RIS_size, n_different_channels, n_measurements, var_CEE, NN_layers, nn_size, ... + lr, epochs, training_algorithm, max(tr.time), tr.num_epochs, mse_nn_train, mse_direct_train, ... + mse_nn_validation, mse_direct_validation, mse_nn_test, mse_direct_test, throughput_random, ... + coded_BER_random, uncoded_BER_random, throughput_direct, coded_BER_direct, uncoded_BER_direct, ... + throughput_nn, coded_BER_nn, uncoded_BER_nn, throughput_optimum, coded_BER_optimum, uncoded_BER_optimum); + fclose(fileID); + + end % for N_EXECUTIONS + end % for EPOCHS + end % for LR + end % for TRAINING_ALGORITHM + end % for NN_SIZE + end % for VAR_CEE + end % for N_MEASUREMENTS + end % for N_DIFFERENT_CHANNELS + end % for RIS_SIZE +end % for NN_LAYERS + +toc(global_start_time)