#include <bits/stdc++.h>
using namespace std;
typedef long long ll;
typedef vector<double> vd;
class DataPoint{
public:
vector<double> inputs;
vector<double> expectedOutputs;
DataPoint(vector<double> _inputs, vector<double> _expectedOutputs){
inputs = _inputs;
expectedOutputs = _expectedOutputs;
}
};
vector<int> layerSizesP1 = {24, 72, 52, 12};
vector<vector<vector<double>>> layerWeightsP1 =
{
{
{-0.477603, 0.347524, 0.616098, -0.0961679, 0.258683, -0.265075, -0.254613, -3.30295, -0.0822549, 0.374607, 0.0626676, -0.755847, 0.191907, -3.07978, 0.249943, -1.36799, -0.146114, 0.881206, -0.00433037, 0.0794688, -0.0996097, 0.00855441, 0.178895, 0.649677, -0.440422, 0.542819, -1.26585, 0.240692, 1.72403, -0.0817646, -0.176315, -0.079576, 0.119491, -1.17662, -0.449014, -2.26097, -3.69624, 1.59404, 0.247479, -0.279672, -1.29103, -0.224308, -0.427788, 0.186559, -0.460392, 0.193268, 0.0498832, 0.605345, 0.0675473, 0.0930439, 0.0178024, -0.503474, 0.145216, 0.0408781, 0.0876567, 0.320692, -1.1258, 0.538044, 0.261109, -1.90262, -0.163951, -0.336226, 0.212091, -0.935046, 0.364087, 0.278601, 0.283408, -0.482645, 1.55335, 0.0489553, -0.613743, -0.77501},
{-0.383242, 0.907496, 0.985397, -0.0598956, -0.110564, 1.128, -1.03693, -0.335317, -0.211811, -0.589503, -0.527372, -0.0476882, -1.37003, -1.37339, 0.0239836, -2.24426, -0.290017, 0.370158, -0.230381, -0.0471397, 0.286906, 0.181438, 0.115276, 0.910801, -0.1207, -1.21408, -0.239929, -0.0958093, 1.92691, -0.175038, 0.0530858, -0.0788289, 0.20169, -0.560846, -0.165924, -0.715321, -2.88058, 0.0834817, -0.115597, 0.182255, 0.156996, -0.361344, 0.423344, -0.0846524, -0.0359087, 0.196838, 0.318562, 0.118974, -0.308293, -0.231393, -0.16535, -0.17489, 0.0497046, 0.12231, 0.180637, 0.617792, 0.5583, -0.393432, 0.088423, 0.613158, -0.347496, -0.648759, -0.951128, -0.289123, -0.0743599, 0.0234221, 0.920788, 0.566373, 0.215903, 0.260573, 0.045859, 0.168427},
{-0.4254, -0.464487, 0.712217, -0.0822239, -0.0264353, 0.29561, -0.990513, 1.66164, 0.23317, -0.431742, -0.107332, 0.229519, -0.127891, -1.71551, 0.0857216, -1.24261, -0.228386, 0.666165, 0.565683, 0.225561, 0.128611, 0.363896, 0.0961949, 0.520595, -0.370332, 0.138914, -0.143614, -0.31872, -0.584841, 0.0591113, -0.270026, 0.022821, -0.0243958, -0.422808, -0.523929, 2.63142, 0.503515, 1.31407, -0.010852, 0.227941, 0.386205, -0.240614, 0.349409, 0.111107, -0.110877, 0.0431206, 0.139433, 0.0675947, -0.227376, -0.0972873, 0.0528151, 0.218885, -0.333471, 0.0673339, 0.167555, 0.309264, 0.168881, 0.0116766, -0.0764309, 0.749514, 0.0209696, -0.268362, -0.10455, -0.425396, -0.118716, 0.135134, 1.02314, -2.30221, 0.620037, 0.508632, -0.372763, 0.0622026},
{-0.25437, -1.74607, 1.80604, -0.180959, -0.240962, -0.264224, -0.244584, 0.928326, 0.168476, 0.208674, 0.199549, -0.633656, 0.805643, -0.91849, -0.0998701, 3.03132, 0.59234, 0.952973, 0.89535, 0.310691, -0.114139, 0.36378, 0.346171, -0.130698, 0.168409, 0.577989, -0.275474, -0.538723, 0.146368, 0.138847, -0.533343, 0.110729, 0.165866, -0.448677, -0.641811, -0.52896, 2.18503, 0.869187, 0.120375, -0.0268486, -1.06371, -0.182132, 0.85166, -0.01018, -1.00492, -0.337046, 0.187732, 0.434775, 0.466148, 0.229941, 0.365598, -0.387255, -0.437386, 0.455596, 0.554298, -0.0849807, -0.0189449, 0.541197, 0.00718384, 0.169232, 0.0326686, 0.542193, -0.498676, -0.413771, -0.368309, 0.0705251, 1.00774, -1.29002, 0.907088, 0.761717, -0.298276, 0.532},
{-0.0890006, 0.781944, 2.03101, -0.480574, -0.445767, -0.906859, 1.57405, 2.51794, 0.00727574, 0.0226366, 0.105171, -0.11551, -1.23808, -2.8009, -0.443337, 2.66933, 0.342725, -0.202972, 0.727081, 0.24861, 0.133814, 0.33168, 0.687508, 0.977361, -0.0790879, -2.06516, -0.167483, -0.581073, -0.652514, 0.500953, -0.268102, 0.138024, 0.0977346, 1.6831, 0.20909, 3.76266, 1.61315, 0.032806, 0.199541, 0.410399, -1.64815, -0.257239, 1.4449, -0.665279, -0.705974, 0.255678, 0.606818, 0.659085, 0.661089, 0.234724, 0.263073, 0.726205, -0.192646, 0.751843, -0.122643, 1.65483, 1.59603, -1.27228, 0.104429, 0.808923, 0.238193, 0.103505, -0.21124, -0.0234313, -0.221647, 0.362649, 0.772407, 1.33427, 0.84354, 0.58249, -0.0428186, 0.42654},
{0.185963, -1.9807, 2.07792, -0.147468, 0.390077, -1.81999, 1.17128, 0.0588732, -0.110249, 0.253763, 0.034858, 0.290042, 1.33725, 1.46266, -0.0516486, -0.0170593, 0.142229, -0.161899, 0.037099, -0.0437832, 0.307797, -0.10664, -0.380283, 0.726226, 0.324376, 1.82029, 0.380453, 0.296211, -0.474656, -0.142745, 0.102922, 0.097931, 0.225232, 0.791919, 0.0246923, 1.44254, 0.359043, 0.0951479, 0.365194, -0.034405, 0.442139, -0.20671, 0.729788, 0.0817541, 0.0382397, 0.013779, 0.126753, 0.109684, 0.00662231, 0.202964, -0.23251, 0.319518, 0.235566, 0.209357, -0.447776, 0.0302571, 1.57098, -0.786769, -0.126072, -1.02419, 0.0523322, 0.20515, -0.840326, 1.55381, 0.0880179, 0.129906, 0.783698, -1.2777, -0.911246, -0.231787, 0.305199, 0.578396},
{-0.249067, -0.261324, 2.27564, -0.324154, -0.156725, -1.20892, 0.280771, 0.89394, -0.127079, 0.320878, -0.102551, -0.0363628, 0.715088, 3.48534, -0.0255204, 0.404084, -0.112203, 1.13306, -0.37836, 0.330036, 0.59664, -0.322487, -0.164791, 0.109964, 0.16776, -0.135965, -0.945555, 0.793275, 1.97793, -0.135666, 0.346266, -0.210991, -0.0107249, 0.726643, -0.250523, -1.26056, -1.5502, 1.35557, 0.144654, 0.0961076, 0.348705, -0.293565, -0.502815, -0.0624189, 0.415997, -0.237661, -0.0771611, 0.0325894, -0.116977, -0.325474, -0.138745, 0.152363, 0.622151, -0.0848115, -0.623853, -0.897641, -0.368712, 0.143889, -0.369661, -0.488909, 0.193043, -0.0639843, 0.786831, 0.61467, 0.0324978, 0.253083, 0.475772, 0.772159, -1.6994, -0.357196, 0.250737, -0.429165},
{-0.00311921, -0.824098, 2.05003, 0.16125, -0.334344, -1.66818, 0.820829, -0.12983, -0.128741, 0.238713, -0.0703372, 0.230731, 0.575763, 2.56733, 0.32413, -1.18434, 0.0241795, 0.758733, -0.310535, 0.0284364, 0.00896217, 0.569842, 0.0118642, 0.364694, 0.145081, 1.1594, 0.0415104, 0.182521, 1.38884, -0.15121, 0.15971, -0.0784964, 0.0175659, 0.480826, 0.0216257, 2.23273, -0.705235, 0.676403, -0.192841, 0.0231018, -0.0582227, 0.113962, 0.136752, 0.154104, 0.283713, -0.194999, 0.146171, 0.19881, -0.0640488, -0.165172, -0.118627, -0.462843, 0.189121, 0.135859, -0.0834435, -1.4912, 0.255802, 0.224329, -0.209935, -0.317342, 0.261025, 0.243312, -0.738919, 0.586086, 0.0939847, -0.188047, 0.951582, 1.11329, -0.820561, 0.0848001, 0.415702, -0.724713},
{-0.282255, 0.121155, 1.31975, 0.350991, 0.044765, 0.667337, 0.345001, 0.843195, 0.0851824, -0.339393, -0.316093, 1.15815, -2.70934, 1.70788, 0.0078799, -1.57706, -0.267265, 0.626479, -0.867546, -0.284754, -0.190026, 0.333923, 0.859608, 0.812811, -0.368726, -1.71927, -0.420025, -0.571587, 0.293732, 0.175836, -0.324036, -0.0632271, 0.0785041, 2.57545, 0.150518, -1.06997, -3.25284, 1.00577, -0.17975, -0.124231, 0.689676, 0.176036, 0.914119, -0.194454, -0.22369, 0.376203, 0.0201541, -0.0813052, 0.20008, -0.00940956, -0.110452, -0.0776271, -0.165406, 0.0372717, 0.311183, -0.0186137, 1.27062, -1.03541, 0.095667, 1.20374, 0.358517, -0.611708, -0.419522, 0.84609, -0.387412, -0.295692, 0.395733, 2.91139, -1.44794, 0.459459, 0.552684, 0.15844},
{-0.292011, -0.380383, 0.770312, -0.193729, 0.367211, 0.597262, 0.78495, -0.222533, 0.0904631, -0.187621, 0.0454888, 0.857402, 1.09456, -0.21693, -0.0766148, -0.522064, -0.0811791, 0.503837, -0.653827, 0.105113, 0.0268952, -0.256623, -0.190597, 0.396549, 0.0967815, 0.618575, -0.0702036, -0.202109, 0.306072, -0.0251949, -0.0520915, 0.0697324, 0.00719524, 1.23682, 0.0606536, -4.34778, 4.58, 0.915988, 0.140378, -0.148313, 0.342218, 0.244947, 0.871726, 0.38115, 0.310663, -0.01576, -0.112976, -0.220515, -0.099105, -0.285539, -0.204728, 0.204068, 0.0596511, -0.330674, -0.0922856, -1.68579, 0.909967, -0.332273, -0.145827, 0.478176, -0.0322896, -0.149304, -0.137308, 0.67632, 0.352859, 0.166838, 0.351738, -1.02778, -0.845369, 0.196921, 0.355468, 0.410176},
{-0.30812, 0.130891, 0.572829, 0.122706, 0.384791, 0.818259, 1.1033, 1.32723, -0.059202, 0.233681, -0.230123, 0.375607, -0.272292, 0.249284, -0.200497, 0.123913, 0.27957, 0.19984, -0.399888, 0.28278, 0.14351, 0.00126678, 0.514281, 0.575392, 0.00734638, 0.0293973, -0.76966, -0.0065053, -2.03397, 0.0301139, -0.317564, -0.223269, -0.107411, -0.176451, 1.19096, -1.77492, 1.7054, 0.460266, -0.0666201, 0.311062, -0.725797, -0.315954, 0.346995, -0.10432, -0.20718, 0.0562125, 0.10787, 0.0218378, 0.0191737, -0.263405, 0.0538391, 0.120373, 0.406188, -0.0416971, 0.0184167, -1.02404, 1.35561, -0.37987, 0.00135621, 0.323329, 0.133067, -0.0750078, 0.0697199, 0.297162, -0.486049, 0.168346, 0.263265, -2.23843, -0.0426365, 0.154289, 0.32319, 0.273631},
{0.067549, 0.713569, 0.65643, -0.0785296, 0.343372, 0.720565, 1.07656, -1.21661, -0.0178474, 0.135667, -0.040068, 1.28271, 0.726567, -1.0894, 0.139968, 0.235079, -0.10925, 0.627302, -1.36381, -0.0216218, -0.10786, -0.2273, 0.329967, 0.539734, -0.0716818, 0.842927, -0.710841, -0.123357, -0.712906, -0.247893, -0.240323, -0.225533, 0.114039, 0.522937, 1.85908, 1.36922, 0.643947, 0.750857, 0.302732, -0.117995, -0.542703, -0.0313506, 0.531172, 0.273012, -0.118723, 0.360363, -0.0151123, -0.145001, 0.0248592, 0.0788402, 0.00927794, -0.134338, 0.135678, 0.0665825, -0.0597753, -0.0476213, 0.111941, -1.78813, -0.083082, 0.160978, -0.103193, -0.105793, 0.596651, -0.145609, 0.270818, -0.10581, 0.23206, -1.64592, 0.124775, 0.07047, 0.00952951, 0.0343523},
{-0.434655, 0.21957, 0.997537, -0.404952, 0.0331236, 0.589766, 1.55861, -2.16111, -0.0930941, -0.0738862, -0.327159, 0.294767, -0.395494, -1.91715, -0.0542856, 1.93932, 0.172833, 0.314071, -0.18353, 0.385948, 0.32303, 0.096157, 0.0909251, 0.00830217, -0.139277, -0.840006, -0.0518162, -0.050268, -0.418994, 0.0868686, -0.0439876, -0.103734, 0.0509497, -0.743985, 1.01015, -0.312472, -1.33072, 1.2634, 0.200473, 0.355603, -0.152107, -0.0270191, -0.0924857, -0.156369, 0.130908, 0.342064, 0.144983, 0.139477, -0.185413, 0.125203, -0.240223, 0.0882585, -0.0177733, 0.0797399, -0.219593, 0.101507, 0.284754, -0.949382, -0.12335, -0.0295583, -0.281586, -0.216181, -0.0351844, 0.601087, -0.07815, 0.277804, 0.390589, 1.02317, -0.981081, -0.291544, 0.165312, -0.109179},
{0.183504, -1.33959, 1.24881, 0.340703, -0.447967, 0.802343, -0.114734, 2.56217, -0.0652677, -0.168605, 0.0595772, 0.14052, 0.23692, -3.29305, -0.0253717, -1.73952, 0.201929, 0.289566, -0.272898, -0.243595, -0.306101, 0.286657, 0.165457, 0.379019, -0.661082, -1.07375, 0.408018, -0.35798, -1.60952, -0.261909, -0.219655, -0.0691039, -0.180422, -1.64725, 0.686839, 3.25919, 0.68648, -0.612152, 0.386374, -0.0892137, 0.906678, 0.0407983, 0.405506, -0.181356, -0.255976, 0.5976, 0.182175, 0.14829, -0.0425536, -0.140771, -0.143615, -0.124451, -0.0570847, 0.219548, -0.135123, -0.178573, 1.40797, -0.57334, 0.0666734, -0.0619388, -0.0486686, -0.41262, -0.435214, 0.457008, 0.185923, 0.0562123, 0.663211, 0.60145, -1.31832, 0.0151536, 0.368215, 0.717166},
{0.364044, -0.54886, 1.4723, 0.0057735, -0.0283802, 0.353054, -0.907873, 1.35813, 0.0372845, -0.295894, 0.112858, -0.44098, 0.262832, -2.09977, 0.125081, 0.537995, -0.452996, 0.502282, 0.258223, -0.0479544, -0.271547, -0.319281, -0.0532215, 0.179202, -0.612233, 0.849068, -0.613162, -0.00874785, 1.93656, -0.143131, 0.0863597, -0.0451109, 0.0657367, -0.31637, 0.519496, 1.44726, -3.16805, 1.40877, 0.00350525, 0.164514, 0.763632, 0.291362, 0.0584819, -0.0635854, 0.115926, 0.489558, 0.103169, -0.330721, -0.138119, 0.196278, -0.0986713, -0.0446826, -0.100168, -0.209995, -0.231331, 1.72443, 0.225833, -0.542978, -0.266061, -0.355415, -0.157836, -0.090518, -0.0293425, -0.734395, 0.353527, 0.068068, 0.756267, -1.38427, -0.739911, -0.243838, 0.360478, -0.219854},
{0.376122, 0.220816, 1.0603, 0.328518, -0.150662, -0.0501459, -0.435485, -1.69699, -0.234967, -0.241384, 0.188912, -0.351434, -0.0264894, 1.29907, 0.325857, 0.35106, -0.670725, 0.720566, 0.24756, -0.312038, -0.0895843, -0.190456, -0.464879, 1.0171, -0.673543, 2.185, -0.673036, 0.0877362, 3.12278, -0.262456, 0.115295, -0.322193, 0.0429695, 0.593122, 0.0108996, -1.10704, -5.07426, 0.966868, 0.0816536, -0.287363, -0.0180642, -0.104699, -0.229786, 0.365384, 0.693618, 0.313485, -0.131357, -0.654872, -0.137583, -0.365402, -0.354957, -0.141723, 0.0245211, -0.64509, -0.0120313, 1.69516, 0.615396, -0.386595, -0.265668, -0.57168, -0.131617, -0.476973, 0.0104846, -0.273575, 0.202359, -0.256823, 1.12713, -1.61921, -1.42439, -0.219119, 0.26441, 0.218946},
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{0.095958, 0.0900549, 0.0370068, -0.0355259, 0.124574, -0.0337351, 0.0308165, -0.113754, 0.0817852, -0.0897449, 0.0807478, -0.0810558},
{0.094718, 0.056082, 0.0272404, -0.0526497, 0.033572, -0.0741613, 0.0754476, -0.0230765, -0.0586167, 0.110176, -0.133613, 0.0167311},
{-0.0234653, 0.126032, -0.050262, -0.109887, -0.133698, -0.0084596, -0.00369398, 0.0484511, -0.0497535, 0.0261151, -0.10691, -0.105201},
{-0.00889812, -0.0584332, -0.106104, 0.0765154, 0.0615361, 0.132362, 0.0546368, 0.0868236, 0.0607827, 0.0529549, 0.0428863, -0.10048},
{-0.0892158, 0.00400346, 0.00724529, -0.123343, -0.123783, -0.129178, -0.00364729, 0.0747071, -0.0743589, 0.0192314, -0.0326128, 0.0118152}
}
};
vector<vector<double>> layerBiasesP1 =
{
{0.130251, 0.306365, -8.57841, -0.0798136, -1.07887, 1.30206, 1.93658, -2.51234, 1.12593, -0.427485, -0.104248, -0.359395, 1.15484, 3.07951, -0.257279, -0.827235, -0.217632, -2.66082, 0.382589, 0.00946062, 0.105627, -0.311472, 0.17038, -3.02056, -0.333467, 1.13553, 3.61984, 0.0505372, -0.977118, -0.115509, 0.0170761, 1.22284, -0.147038, -1.3341, -0.2754, 0.637573, 0.626908, -3.75714, -0.0133774, 0.204239, -0.649507, 0.0850732, 0.0949038, -0.275267, 0.310114, 0.29407, -0.0360687, -0.261822, 0.203083, 0.0112842, 1.27959, 0.290894, 0.0944274, 0.00733283, -0.0779799, -0.586867, -2.23877, -0.209556, 1.23191, 0.758754, 0.0504721, -0.177848, 0.864572, -2.46583, -0.220478, 0.0377872, -3.51885, -1.14834, 3.22966, -0.203783, -2.09699, -2.10454},
{-0.570974, -0.61166, -0.413144, -0.814546, -0.553584, -0.4409, 0.594258, 0.31965, 0.267425, 0.728538, -1.25115, 1.70159, -1.41115, -1.21632, 0.0122288, -0.0602917, -1.07876, -0.470176, 0.819631, -0.109453, 0.845698, -1.13981, -0.646714, -0.27623, 0.0468652, 0.20157, -1.22196, 0.724075, 0.15823, 0.830533, -1.28786, 0.884623, -0.508337, 0.698035, 1.49379, -1.36868, -0.914578, 0.180959, -0.952171, 0.42025, -1.19443, 0.537808, 0.229849, -1.1723, 1.48099, -0.310285, -0.926295, 0.967539, 0.653008, 0.151644, -1.11936, 1.4584},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}
};
vector<int> layerSizesP2 = {36, 36, 24, 12};
vector<vector<vector<double>>> layerWeightsP2 =
{
{
{1.953, -0.12139, 2.1801, 0.6987, 0.091498, 0.38066, 0.15019, -0.82003, 1.2085, 0.73983, 0.13395, 1.7229, 0.52332, 0.32332, 0.49508, -1.5576, 0.18314, -0.10113, 0.45081, 1.5222, -0.36639, -0.73001, 0.51295, -1.5552, -1.6932, -3.4711, 2.7523, -0.33848, -0.14429, 0.76593, 5.5719, -1.0787, 0.5364, 4.2748, 0.63507, -2.7487},
{0.75884, -1.1089, 2.5689, -0.0098524, 0.79681, 0.60243, -0.70085, -0.23966, 0.2176, -0.27481, 0.92391, 0.30302, 0.79113, -0.52381, 0.2726, -1.01, 0.19022, -0.13957, -0.52457, -0.10413, 0.17618, -0.55618, 1.2643, 1.1226, -1.9131, -2.2242, 0.52195, -0.4246, -0.12527, 0.024018, 1.647, -0.14744, 0.81052, 4.0614, 0.4021, -1.2977},
{-0.17985, -1.0412, 0.15693, 0.31871, 0.41403, 0.46763, -0.99817, 0.34166, 0.041359, -0.00042444, 1.2397, -0.45815, -0.016809, -0.30482, 0.071248, -0.43674, -0.30699, -0.11594, -0.52885, -0.73988, 0.089673, -0.015681, 1.3004, 1.6571, -0.25891, -0.62599, 0.93808, 0.18112, 1.0664, -0.6435, -2.5138, 0.29554, 0.28502, 3.328, 0.89941, -0.72723},
{-0.52781, -2.3593, 1.188, -0.22605, 0.30091, 0.38553, -0.32862, 1.2248, -0.87429, 0.23511, 0.89477, -1.6546, -0.53006, -0.64081, -0.2542, -0.24328, -0.56786, -0.47479, -0.41583, -1.5129, 0.44021, -0.377, -0.253, -2.0274, -0.88587, -0.48482, 0.30564, -0.27749, 1.045, -0.64328, -4.1796, 0.42712, 0.091483, 2.9432, -1.0547, -0.86106},
{0.224, -0.88924, 3.8271, -0.20472, -0.29763, 0.19156, -0.19883, -0.30913, -0.20536, -0.10444, 0.8234, -0.72437, -1.0467, -0.087509, 0.12449, -0.29294, -0.18311, 0.55428, -0.16176, -1.1269, 0.21974, 0.21948, -2.385, -1.4558, 0.67265, -0.71765, 1.3751, 0.71942, 1.0306, -0.63582, -1.0125, 0.58319, -0.69525, 1.056, 0.85394, -0.29109},
{-0.051726, 1.5878, 0.66457, 0.56656, 0.61851, -0.28795, -0.8261, -0.42619, 0.31173, 0.55672, 0.52599, -1.0902, -0.51148, -0.52629, -0.31103, 0.10633, 0.12443, 0.22947, 0.33966, -0.42478, 0.47002, 0.10924, -0.0174, -0.38494, -0.31526, 1.1232, 0.92846, 0.031421, 0.86525, -0.48511, -0.45168, -0.17452, -0.010071, -0.3812, 1.1169, 0.1855},
{-1.0142, 3.5463, -0.70501, 0.69614, 0.72404, -0.75115, -0.49615, 0.1469, -0.26696, 0.7152, -0.55363, -1.7037, 0.15823, -0.25906, -0.57737, 0.66174, 0.50798, -0.25043, 0.89133, 0.25359, 0.81452, -0.45516, 1.407, -0.34193, -0.59797, 1.6245, -0.34736, -0.29557, 0.01105, -0.016231, 2.0172, -0.31452, -0.18274, 0.21808, -0.48261, 1.1573},
{-0.67936, 2.6293, -1.4715, 1.2898, 0.23561, -0.25401, -0.7679, -0.22325, -0.11242, 0.56259, -0.44029, -1.2924, -0.28766, 0.27184, -0.4482, 0.72157, 0.3756, -0.6469, 1.0613, 0.4246, 0.56727, -0.19653, 0.0097563, 0.11875, 0.54715, 1.3302, -0.13735, 0.071689, 0.57237, 0.14473, 1.136, -0.38259, 0.18138, -0.064298, 0.64544, 0.18556},
{-1.2356, 2.217, -1.6935, 0.10295, -0.3817, -0.43357, 0.54617, 0.87323, -0.54226, -0.23557, -0.82081, -1.9436, 0.59586, 0.41883, -0.1005, 0.42623, 0.32493, -0.61087, 0.082287, -0.69013, 0.14801, 0.40399, -1.4011, 0.58587, 0.41575, 0.37116, -1.3221, -0.17206, 0.065553, 0.47228, 0.37179, -0.15451, 0.38369, -0.0047159, -0.79226, 0.75082},
{-0.44795, 1.9109, -3.0807, 0.37327, -0.70998, 0.0021723, 0.46309, 0.34207, -0.15867, 0.050091, -0.50656, -1.1662, 0.088912, 0.42361, -0.13958, 0.17977, 0.31892, -0.38891, 0.12909, -0.12319, -0.12871, 0.031144, 0.51053, -1.8053, 0.87203, -1.2972, 0.8892, -0.0080141, 0.25357, 0.57448, 0.92864, -0.07958, -0.31209, -0.28437, 0.59973, -0.30208},
{-0.80225, 1.1201, -0.87466, -0.51345, -0.51711, -0.12029, 0.42625, 0.66974, -0.34758, -1.2847, 0.087184, -1.7494, 0.87595, 0.19971, -0.043848, 0.85611, 0.20891, -0.23762, -0.77892, -1.1355, -0.64138, 0.20504, 0.076527, 2.3104, 0.42523, 0.52348, -0.94085, -0.0099789, 0.15389, 0.51817, 1.2366, 0.56159, 0.69024, -0.89963, 0.63548, 0.94016},
{-0.21626, 1.8059, 0.727, 0.010695, -0.26915, -0.23947, 0.43081, -0.44156, 0.11161, -0.75947, -0.27063, -1.3185, 0.35386, 0.5289, -0.1706, 0.20173, 0.43742, 0.24733, -0.0398, -0.32158, -0.15215, 0.59842, -1.2727, 0.72152, 0.79224, -0.54903, -0.10284, 0.44175, -0.46577, 0.63436, 1.5126, 0.44822, 0.40944, 0.16698, 0.99971, -0.14638},
{-0.060412, 1.5767, -0.18423, -0.12308, 0.71685, -0.20457, -0.40775, -0.1672, -0.34275, -0.12445, 0.24269, -1.0198, 0.41272, -0.54903, 0.079175, 0.14367, 0.1546, 0.55011, -0.23117, -0.68736, 0.4627, 0.10874, -0.43797, 2.727, -0.35219, 1.1158, -0.62317, 0.045167, -0.95886, -0.13076, 0.94667, 0.57143, 0.089598, -1.0766, 1.7546, 0.19714},
{0.77149, -0.44619, 1.4828, -0.10798, -0.40532, 0.038522, 0.5692, -0.13503, 0.1858, 0.16213, -0.07654, -0.73607, -0.27059, 0.36137, 0.26241, -0.9767, -0.16718, 0.097037, 0.34596, -0.74832, 0.19536, 0.84542, 2.4334, 0.44035, 1.1984, -0.7135, 1.0386, 0.096899, -0.49372, 0.16061, 1.6558, 0.076841, -0.61652, -1.9474, 0.50999, -1.018},
{1.0712, -0.82806, 0.68792, -1.0199, -1.543, 0.94275, 1.122, 0.84078, 0.00082235, 0.02501, 0.20037, -0.31719, -0.51663, 0.58715, 0.76138, -1.3184, -0.79502, -0.10064, -0.39622, -1.7017, -0.25199, 0.77651, 2.2552, 1.283, -0.0072642, -1.1475, -0.30105, 0.56291, -0.14813, 0.30131, -0.86378, 0.095931, -0.99282, -0.58874, -0.28144, -0.95618},
{1.5881, -0.34486, -1.869, -0.80805, 0.39832, 0.98449, 0.44236, 0.35321, 0.0016871, 0.20202, 0.34694, -0.10253, 0.44368, -0.76021, 0.92547, -1.7359, -0.63393, 0.11937, -0.59455, -0.29085, -0.32369, -0.759, 3.0687, 0.40621, -4.541, -0.82395, -1.8578, -0.44261, -2.4229, -0.23973, 0.38843, -0.59506, -0.54712, 1.6058, -1.2106, -0.43931},
{-0.58198, 0.54127, 0.36395, -0.29591, 1.2066, -0.8057, -0.024172, -0.14785, -0.17354, 0.63638, -0.69235, -0.35445, 1.0677, -1.2847, 0.042744, 0.54856, 0.485, 0.42728, 0.19702, 1.3749, 0.47849, -0.97665, 1.4733, 0.94585, -4.5697, 0.7859, -2.7655, -1.1237, -3.1032, -0.1984, -1.3597, -0.55406, -0.4248, -0.089928, -1.6834, 1.6044},
{-0.33385, 1.9303, 3.3732, -0.60567, -0.14809, -0.10247, -0.36803, -1.2975, 0.048013, -0.43545, -0.061609, -0.016809, -0.16973, 0.071207, -0.29857, 0.89235, 0.097819, 1.1641, 0.19303, 0.074636, 0.30555, 1.0994, -1.8011, 1.0062, 0.25018, 1.7548, 0.0097684, 0.24531, -1.0946, -0.017157, -3.551, 0.44053, 0.13696, -2.8638, 0.75663, 1.3974},
{0.18591, 1.8337, 2.3256, -0.49861, 0.49243, 0.4575, -0.38907, -0.13127, -0.59691, 0.24109, 0.73802, 0.40556, -0.32792, -0.5453, -0.12751, 0.37511, -0.69898, 0.39173, -0.35733, -0.59702, 0.31465, 0.29278, -2.6914, 0.79965, 0.90992, 2.0219, 1.2735, -0.22866, 0.17043, -0.29461, -3.0301, 0.40857, 0.23331, -1.5103, 1.3703, 1.0582},
{-0.055939, 0.87563, 3.5706, -0.40035, -1.628, -0.098992, 0.57914, -1.0805, 0.10359, -0.36849, -0.53807, 1.6678, -1.0667, 1.5524, -0.15047, 0.57388, 0.20386, 0.77112, 0.50099, 0.40173, -1.0503, 1.3192, -3.446, -0.61368, 5.0556, -0.43417, 4.0325, 1.8563, 0.032798, 0.43239, -2.1618, 0.83986, -0.9829, -2.5108, 2.2195, 0.025455},
{0.011628, 1.5139, -0.66999, 0.24735, -1.6981, -0.18732, 0.25835, -1.7357, 0.67651, -0.63585, -1.4469, 2.0198, -0.72571, 1.8738, -0.24094, 0.89063, 0.90807, 0.51654, 0.82421, 0.97045, -0.89621, 1.1262, 2.5297, -2.8883, 4.5978, -1.1439, 3.4111, 2.2155, -1.0525, 0.34744, -1.5048, 0.65376, -0.52786, -1.199, 1.0835, -0.81977},
{-0.70558, 2.3192, 0.63759, 0.35693, -0.47734, -0.11179, -0.20314, -0.85901, 0.051293, -0.49188, -1.2168, 0.55116, 0.031313, 0.957, -0.11448, 0.88306, 0.75226, 0.19869, 0.66511, 0.52435, -0.30085, 0.30873, 1.6046, -2.6582, 2.4192, -0.32467, 1.8958, 1.3267, -1.2521, 0.39432, -1.3295, 0.37466, -0.26063, -2.6083, 0.44809, -0.5004},
{-0.23509, -0.98815, -0.31755, -0.44211, -1.4598, -0.42812, 1.121, -0.76775, 0.55307, -0.4391, -1.5501, 0.76903, -0.085387, 1.3727, 0.090552, 0.54174, 0.6891, 0.66574, 0.49268, 0.54812, -0.61966, 0.60971, 1.1839, -1.6593, 2.4264, -2.2876, 1.1454, 1.2374, -0.7265, 0.65792, -0.52348, 0.0044071, -0.97329, -2.6681, -0.75163, -1.2804},
{0.15874, -1.9346, -3.0484, -1.5091, -0.48301, -0.21206, 1.714, 0.73259, -0.43748, -0.32024, -1.0422, -0.63581, 1.4312, -0.39493, 0.80836, -0.10036, -0.1239, 0.34006, -0.36525, -0.39684, 0.1837, 0.17235, 2.4134, -2.8907, -0.76303, -1.5678, -0.34111, -0.77412, -1.8323, 0.56938, 0.40732, -0.35324, -0.42592, 2.106, -3.382, 0.34943},
{0.0048362, -1.8574, -2.1342, -0.98191, -0.29778, -0.099791, 1.2526, 0.91747, -0.48186, -0.1362, -0.61341, -0.85872, 1.1074, -0.53586, 0.78613, -0.31221, -0.23705, 0.38138, -0.48858, -0.28002, 0.17079, 0.15114, 1.7052, -2.3547, -0.75122, -1.0667, -0.35739, -0.99914, -0.98971, 0.47271, 0.026984, -0.13063, -0.21871, 1.551, -2.648, 0.22045},
{-0.21462, -1.7554, -1.9097, -0.80161, 0.091839, -0.21731, 0.62195, 0.84677, -0.1952, -0.21666, -0.32639, -0.63093, 0.94378, -0.7443, 0.42723, -0.26593, -0.18266, -0.22121, -0.58963, -0.55297, 0.34793, -0.3307, 1.3251, -1.8733, -0.97354, -0.86958, -0.70863, -1.0961, -0.68606, 0.30575, -0.17489, -0.14098, 0.32959, 1.0345, -2.5875, 0.24239},
{-0.26153, -1.4926, -1.2086, -0.58327, 0.19542, 0.092793, 0.57397, 0.71185, -0.30387, -0.10028, -0.20689, -0.49972, 0.74539, -0.67409, 0.18497, -0.28032, -0.14128, 0.089432, -0.68537, -0.6038, 0.26628, 0.05534, 1.0025, -2.0537, -0.36763, -0.7454, -0.39575, -0.77261, -0.15941, -0.089936, -0.77972, -0.06066, 0.18469, 0.73075, -2.1167, 0.23296},
{-0.54896, -1.1718, -0.30025, -0.037406, 0.3542, -0.24844, 0.078402, 0.62408, -0.19015, -0.072752, 0.15611, -0.10358, 0.42024, -0.42123, 0.04903, 0.16637, -0.24808, -0.26018, -0.51842, -0.33689, 0.41332, -0.1216, 0.37092, -1.4245, -0.17037, -0.12353, -0.40421, -0.82276, 0.19234, -0.16386, -1.2599, -0.12935, 0.54107, -0.29759, -1.3828, 0.45694},
{-0.28598, -0.13347, 0.54653, -0.078905, 0.38836, -0.18896, -0.069662, 0.46259, -0.31381, -0.028946, 0.14635, -0.056914, 0.0020494, -0.40403, -0.092093, 0.11001, -0.025441, -0.30053, -0.3953, -0.36038, 0.30075, -0.2122, 0.16415, -0.28503, 0.41209, 0.61443, -0.58593, -0.5256, 0.47796, -0.33768, -0.85134, 0.007643, 0.32237, -0.971, -0.7016, 0.97563},
{-0.50603, 0.76414, 1.2215, 0.37659, 0.98361, -0.31474, -0.54719, 0.016787, 0.23302, 0.17997, 0.35164, 0.42517, -0.22111, -0.57583, -0.51189, 0.32717, -0.09355, -0.31738, -0.079112, 0.38718, 0.63133, -0.42399, 0.42324, 0.017031, -0.59826, 1.2299, -0.59676, -0.45704, 0.75813, -0.22976, -0.75823, -0.096167, 0.7915, -1.8753, -0.13112, 0.95568},
{-0.19514, 1.6264, 1.1745, 0.66577, 0.55871, -0.19092, -0.74514, -0.26528, 0.17763, 0.098556, 0.11432, 0.85704, -0.22277, -0.061439, -0.27998, 0.55725, 0.2326, -0.11864, 0.23565, 0.53335, 0.13264, -0.57853, 1.0728, 1.2689, -0.41945, 1.9457, -0.9324, -0.19006, 0.63567, -0.27585, -0.34382, 0.011515, 0.17628, -1.7225, 0.51878, 1.3105},
{0.03689, 1.4681, 1.0747, 0.70171, 0.68472, -0.044279, -0.9929, -0.11111, 0.15653, 0.23723, 0.15554, 1.0778, -0.28951, -0.13371, -0.41788, 0.22548, 0.046137, -0.46598, 0.14504, 0.78705, -0.12676, -0.73979, 1.8426, 1.346, -0.87483, 1.6297, -1.1124, 0.083282, 0.86853, -0.16233, 0.61414, -0.36164, 0.38562, -1.583, 0.53012, 0.88143},
{0.44968, 1.0543, 1.1073, 0.58731, 0.48664, -0.020809, -0.79726, 0.11905, 0.35921, 0.1477, 0.50844, 1.4372, -0.62516, 0.051593, -0.13726, -0.16391, -0.34685, -0.42408, 0.000523, 0.79776, -0.41135, -0.7973, 1.9893, 1.9381, -0.98349, 1.6224, -1.3217, 0.014379, 1.0456, -0.43271, 0.50557, -0.30532, 0.24272, -1.0798, 0.39151, 0.44764},
{0.568, 1.1114, 1.6939, 1.0876, 0.2525, 0.40424, -0.71413, 0.14836, 0.54016, 0.24782, 0.73252, 1.7471, -0.81088, 0.094049, -0.38097, -0.19072, -0.35475, -0.65648, 0.10733, 0.94283, -0.49624, -0.73324, 2.0708, 1.9605, -1.0762, 1.3244, -0.92164, -0.10552, 1.4258, -0.30599, 0.53366, -0.30433, 0.10932, -0.90691, 0.90349, 0.02423},
{0.57349, 1.3136, 2.8857, 1.1212, 0.34562, 0.39064, -1.0479, 0.086856, 0.37126, 0.49877, 1.2472, 1.8467, -0.76573, -0.018256, -0.147, -0.4103, -0.57767, -0.71559, -0.081006, 0.56836, -0.68836, -0.70218, 1.1445, 2.9377, -0.87323, 1.8144, -1.3338, 0.10294, 1.653, -0.55515, 0.58424, -0.19498, 0.047092, -0.40798, 1.7184, 0.23348},
{0.86595, 0.9255, 2.5663, 1.0488, 0.35843, 0.37776, -1.0217, 0.11103, 0.43808, 0.45516, 0.98145, 1.7977, -0.94662, 0.34011, -0.095855, -0.36124, -0.49612, -0.7924, 0.030025, 0.65618, -0.82298, -0.73353, 1.4722, 3.0938, -1.2086, 1.3882, -1.2239, 0.16551, 1.6816, -0.6309, 0.90428, -0.36931, 0.38771, -0.66468, 1.4799, -0.32301}
},
{
{-0.072388, 0.43058, -0.064226, -0.27339, -0.17193, 0.10219, 0.69281, -0.82378, 0.49882, -0.43004, 0.27976, 0.070742, 0.11537, -0.2793, 0.0347, -0.046757, 0.065922, 0.029852, -0.65544, -0.19776, -0.11499, 0.05503, -0.24325, -0.035969},
{0.082405, -2.1053, 0.4214, -1.4868, -0.95291, -0.017487, 0.78996, -0.2461, 1.408, 0.033589, 0.019968, 0.2659, 0.62715, 0.18307, 0.25801, 0.27109, 1.2719, -2.2501, -0.3807, 0.40424, -0.81967, -1.1314, -2.2924, 0.20922},
{-0.02261, -6.0213, 0.8823, -0.98942, 0.79619, 0.098615, -0.78511, 0.13463, -1.0067, -0.71356, 0.36209, -1.803, 1.0146, -0.0011621, 0.56811, 0.70371, -0.25862, -2.8757, 0.45324, 2.3929, -1.4597, 0.81527, 0.65059, 1.4326},
{0.06878, 0.11298, 0.31308, -0.11357, -0.18024, -0.1304, -0.19387, 0.31898, -0.34702, 0.12488, -0.036219, 0.034348, 0.11027, 0.14751, 0.059111, 0.10344, 0.45806, 0.75423, 0.51855, -0.11218, -0.51618, -0.46563, 0.53915, 0.072829},
{-0.14449, 0.057528, 0.17778, -0.19824, -0.39562, -0.1457, -0.30258, 0.32962, -0.24851, 0.33394, -0.033578, -0.1175, 0.012055, 0.074363, 0.34229, 0.066359, 0.98961, -0.020669, 0.015448, 0.005097, -0.23884, -0.52799, -1.0292, 0.1023},
{0.081264, 0.2382, -0.049964, 0.16984, -0.37607, 0.06758, 0.20718, -0.58003, 0.46832, -0.47241, -0.1484, -0.2269, 0.29031, -0.085792, 0.090776, -0.014835, 0.23512, -0.37432, -0.4188, 0.15372, -0.095169, -0.057574, -0.12046, 0.16634},
{-0.22041, -0.15783, -0.33828, 0.13619, 0.83186, 0.034474, 0.16246, -0.15872, 0.035312, 0.28104, 0.33799, -0.12677, -0.11499, -0.13003, -0.11528, -0.44306, -0.79981, -0.33392, -0.0015512, 0.0031297, 0.3447, 0.30316, -0.041594, -0.19986},
{0.2548, 0.043853, -0.09641, 0.59527, 0.10354, -0.079617, -0.0076639, -0.21369, -0.084292, 0.75532, -0.14156, -0.64131, 0.44557, 0.31609, 0.084523, 0.031399, -0.23439, -1.0415, -0.16931, 1.1647, -0.25921, -0.60236, -0.96393, 0.51601},
{-0.052873, 0.053947, 0.19561, -0.59984, 0.36555, 0.015867, 0.15729, 0.027677, -0.22706, -0.33011, 0.23236, 0.39289, -0.054241, 0.014608, 0.0084355, 0.07841, -0.088525, 0.49876, 0.11547, -0.19995, -0.13338, 0.084217, 0.29034, -0.23959},
{-0.12932, 0.083009, 0.096632, 0.14828, -0.2609, -0.0072828, 0.21331, -0.14131, 0.30597, 0.48484, 0.17425, 0.14298, -0.088356, -0.11357, -0.28956, -0.056284, 0.53738, 0.27681, -0.014367, 0.19929, -0.24033, -0.26671, -0.29225, 0.31976},
{0.12521, 0.53905, -0.060437, -0.046311, -1.1894, 0.023176, -0.019209, -0.52565, 0.34518, -0.050707, -0.14564, -0.094712, 0.31737, 0.0090915, 0.31678, 0.14053, 0.98351, -0.87386, -0.35918, 0.31969, -0.1637, -0.18402, -0.68982, 0.033094},
{0.04641, 0.88244, -0.039484, 0.81699, 0.33281, -0.18711, 0.042086, 0.24678, -0.11695, 0.16566, -0.3132, 0.7247, -0.26533, 0.44537, -0.43349, -0.28315, -0.20918, 0.88829, 0.32179, -1.4117, 0.42261, -0.35411, 0.31145, -0.57387},
{-0.067697, -0.14323, -0.12204, -0.65733, 0.46712, 0.017912, -0.2971, 0.28191, -0.059276, -0.048365, 0.01163, -0.70044, -0.049702, 0.1196, 0.46262, -0.11468, -0.65392, 0.17616, -0.012725, 0.50904, 0.21082, -0.49052, -0.83329, -0.17292},
{0.076967, -0.040338, -0.057228, 0.28502, 0.50564, 0.034393, -0.071457, -0.30423, 0.16734, -0.45334, -0.025716, 0.17762, -0.18262, -0.10888, -0.20313, -0.071374, -0.67823, 0.50627, 0.23202, -0.68249, 0.02724, 0.52735, 1.239, -0.12129},
{0.058297, 0.083257, -0.069947, -0.23221, 0.041748, 0.10472, 0.13992, -0.388, 0.35874, -0.14133, -0.015989, -0.084306, 0.13005, -0.031346, 0.11865, -0.044771, -0.63346, -0.10934, -0.35193, 0.46415, 0.095808, -0.062404, -0.36613, -0.095482},
{-0.082038, -0.46896, 0.043108, 0.51318, 0.14646, -0.082209, -0.38423, 0.67672, -0.44236, -0.03917, 0.096461, 0.13268, -0.26018, 0.19128, -0.04328, 0.17723, -0.048563, 0.10594, 0.54814, -0.72141, 0.22471, 0.14489, 0.82926, -0.066464},
{-0.11129, -0.19375, 0.060244, -0.37477, 0.40094, 0.079632, 0.050484, 0.37527, -0.41014, -0.14113, -0.032041, -0.0173, -0.23838, -0.0045993, 0.049297, -0.092438, 0.019973, 0.9152, 0.33464, -0.12119, 0.15396, 0.040226, 0.35885, -0.19524},
{-0.063971, -0.065066, -0.14276, -0.28689, -0.38394, 0.18202, 0.16854, -0.13428, 0.42982, -0.27486, 0.036603, 0.30707, -0.48334, -0.20516, -0.13496, -0.053924, 0.20192, 0.31111, -0.16437, -0.40102, 0.4948, 0.63088, 0.084639, -0.46531},
{-0.27783, -0.10684, 0.097882, 0.22022, 0.13783, -0.18254, 0.12719, 0.081825, -0.15282, 0.092634, 0.08411, 0.44519, -0.41205, -0.21198, -0.33966, -0.098731, 0.10451, 0.93101, 0.35568, -0.68212, -0.068457, 0.092478, 0.80658, -0.1364},
{-0.1945, -0.31371, 0.16338, -0.077513, 0.33869, 0.077689, 0.28704, 0.75311, -0.12973, -0.19287, 0.39689, 0.26622, -0.15768, -0.44042, -0.21333, 0.61572, 0.18777, 1.8568, 0.50715, -1.5471, -0.057401, 0.10745, 0.069411, -0.14565},
{-0.10281, 0.030119, -0.035422, -0.45916, -0.24323, 0.083076, 0.24363, 0.35761, 0.024834, 0.20097, -0.1855, -0.1748, -0.070575, -0.16448, -0.077928, -0.30502, 0.84244, 0.085585, -0.067632, 0.54096, -0.025533, -0.049302, -0.85993, 0.35192},
{0.06669, -0.048371, -0.091084, -0.43669, -0.10784, -0.08557, 0.06156, 0.036663, 0.15191, -0.12011, -0.10442, -0.049695, -0.29686, -0.041447, -0.38411, -0.030845, 0.050459, -0.37111, 0.19273, -0.282, 0.19514, 0.78145, 0.65021, -0.075933},
{0.11063, 3.4558, -0.47855, 0.76855, -0.089556, -0.12576, 0.48858, -1.0703, 0.2925, -0.29404, -0.33471, 1.7484, -0.58126, 0.2742, -0.4228, -0.46758, 0.66061, 2.1318, -0.091423, -1.2189, 1.1402, 1.6569, 2.4709, -1.3201},
{0.022006, -1.6215, 0.70297, 0.20552, 0.039248, -0.24998, -0.20325, 0.24797, 0.026571, -0.13921, 0.36755, -0.70079, 0.34746, -0.51703, -0.03216, 0.55488, 0.19104, 0.11927, -0.0084314, 0.58813, -0.47271, -1.1155, -1.792, 0.63419},
{0.18822, -0.041768, 0.45154, -0.6325, 0.15317, -0.020203, 0.94678, 0.7962, 0.16605, -0.40432, -0.18881, 0.72206, 0.78026, 0.051446, 0.28994, 0.17571, -0.6392, -2.1812, 1.0331, 2.2268, -1.1574, 1.5744, 0.88747, 0.64719},
{0.16761, -1.7839, -0.17626, -0.70932, -1.208, 0.076023, 0.32994, 0.48145, 0.096104, 0.7993, -0.37506, -0.091936, 0.012817, 0.1946, 0.21842, -0.4013, 1.0772, -0.3744, -0.047124, -0.57558, -0.47357, -1.2435, -1.2721, 0.16918},
{-0.31492, 1.9458, 0.29419, 0.0048308, -0.32916, 0.22487, -0.15139, 0.18591, -0.8801, -0.0097059, 0.31775, -0.046087, 0.25814, -0.23733, -0.007602, 0.37536, -0.86336, 0.77304, -0.63792, -0.14572, -0.65249, 1.9088, 1.6953, -0.12543},
{0.18633, 0.022433, -0.17543, 0.45118, 0.12613, -0.02918, -0.17051, -0.49362, 0.082563, -0.34202, -0.059828, 0.8563, -0.12819, -0.079311, 0.032158, 0.051762, -0.14827, 0.64481, 0.080847, -0.50388, 0.12447, 0.75122, 1.2616, -0.1737},
{0.0451, 0.32035, 0.26, -0.4217, -0.22389, 0.28923, -0.10174, -0.30028, 0.21833, 0.38263, 0.079424, -0.60015, 0.8398, 0.34503, 0.31433, 0.18441, 0.40477, -1.5635, 0.08166, 1.1783, -0.73558, 1.8487, 1.3643, 0.16453},
{0.0080925, 0.0019078, -0.22048, -0.16383, 0.7216, 0.023465, -0.047549, 0.11197, 0.27169, -0.36341, -0.0082236, -0.26865, -0.21513, -0.085298, 0.1105, -0.23824, -0.87217, 0.28447, -0.044866, -0.25298, 0.10598, 0.1465, 0.26933, -0.018914},
{-0.036826, 3.009, -0.23388, 0.64085, -1.3277, 0.01866, 1.4175, -1.4757, 0.14498, -0.054215, -0.76047, 1.7022, -2.3865, 0.57987, -0.19595, -0.042354, 2.5067, 1.6053, -0.50979, -1.8962, 2.2496, 0.66254, 1.0108, -0.73049},
{0.090361, -0.014986, -0.14616, 0.20056, -0.31548, 0.081042, -0.17175, 0.013296, -0.095166, -0.10314, -0.21127, -0.10282, -0.033589, -0.027872, 0.066753, 0.0091185, 0.43383, -0.27574, -0.024072, -0.12624, 0.26749, 0.46476, 0.26301, -0.083973},
{0.033161, 0.073137, 0.087362, -0.54159, -0.033693, -0.071242, -0.47843, 0.83052, -0.27818, -0.52103, 0.015227, -0.45881, 0.21323, 0.11656, 0.34516, 0.059251, 0.16195, -0.42655, 0.1988, -0.12598, -0.22648, -0.38876, -0.51191, 0.44103},
{0.19528, -0.69265, -0.61803, 0.70141, -0.2145, -0.1634, 0.32374, -1.0502, 1.122, 1.2349, -0.24435, 0.58611, -0.67752, 0.039979, -0.51891, -0.58206, 0.097324, 0.10945, -0.76463, -0.95196, 1.0672, -2.8559, -2.5913, -0.32751},
{-0.21176, 0.80889, 0.5351, -0.12443, 0.096354, 0.16664, 0.060648, 0.37304, 0.97892, 0.046886, 0.28035, 0.94681, 0.41947, 0.42115, 0.11, 0.33179, 0.804, -0.69714, 0.61029, -0.71432, -0.29833, 0.23226, 0.24419, -0.42853},
{-0.27907, -0.39589, -0.12026, 0.014048, 0.12302, 0.020226, -0.45637, 1.0235, 0.025673, 0.1017, 0.53962, -0.010095, -0.20611, -0.43886, -0.27627, 0.052274, -0.54634, -0.6264, 0.83424, 1.3651, 0.85558, -0.072126, -0.68832, 0.12182}
},
{
{-0.15042, -0.02596, 0.13942, -0.037246, 0.12964, -0.024607, -0.13191, -0.17217, -0.20239, 0.19877, 0.19324, 0.099316},
{-0.016881, -0.009091, -0.03454, 0.026495, -0.015413, 0.12519, -0.13973, -0.10046, -0.1715, -0.20345, -0.17132, -0.13416},
{-0.11473, -0.091894, -0.013098, -0.0046889, 0.05419, -0.11777, -0.099135, 0.071948, 0.16465, -0.19214, 0.11, 0.17952},
{0.073021, -0.13615, -0.13132, 0.18824, 0.13256, -0.14142, -0.16263, 0.093329, 0.10071, -0.0042247, -0.102, -0.10004},
{0.17746, 0.16234, 0.029253, -0.12257, 0.082551, 0.0475, 0.054998, 0.18157, -0.20154, 0.097554, 0.10987, -0.15356},
{0.0079267, -0.1794, -0.19063, 0.052774, 0.18551, -0.20377, 0.12034, 0.1797, 0.0075438, 0.014806, 0.10176, -0.13877},
{-0.19001, 0.0018465, -0.00062049, 0.061749, -0.086011, 0.092809, 0.10326, -0.016153, 0.017972, -0.15411, 0.074165, -0.16118},
{0.012125, -0.073879, 0.10137, 0.12373, 0.0058929, -0.033589, 0.054473, 0.065873, -0.11601, -0.12726, -0.18928, -0.053659},
{-0.20098, -0.002459, 0.15952, -0.0096217, -0.035098, 0.073714, 0.040097, 0.043127, 0.051791, 0.046592, -0.11363, -0.070534},
{-0.17684, -0.16708, 0.13964, -0.12115, 0.15373, 0.13734, -0.073984, -0.14273, 0.085454, -0.15271, 0.062308, 0.031344},
{0.07625, -0.17402, -0.11727, 0.16398, 0.093794, 0.13419, -0.15618, -0.063761, -0.089697, 0.18536, -0.052474, 0.10543},
{0.17572, -0.047299, -0.15088, -0.14614, 0.088036, -0.17075, 0.010665, 0.0093112, -0.052293, 0.13803, -0.10872, 0.081564},
{0.010994, 0.16894, -0.092024, -0.036615, 0.084318, 0.052897, 0.035921, -0.19802, -0.077498, -0.098382, -0.13638, 0.17769},
{0.062837, -0.014515, -0.03499, 0.15744, -0.19633, -0.11694, 0.08287, 0.058371, -0.16175, -0.03089, -0.1389, -0.056304},
{0.082136, -0.18368, 0.085658, -0.13791, 0.010201, -0.045388, -0.13812, 0.17059, 0.11263, 0.16245, 0.066134, -0.018342},
{0.10704, 0.11031, -0.10618, -0.054975, -0.17751, 0.18271, 0.14706, 0.19191, -0.18156, 0.1064, 0.18337, -0.10596},
{-0.18475, -0.15294, -0.074489, -0.14897, -0.0045139, -0.094218, 0.023203, 0.14043, -0.13869, -0.019657, 0.049417, -0.032015},
{-0.070123, 0.076937, 0.062078, -0.018246, 0.074321, -0.088167, -0.075115, -0.018064, -0.082865, 0.067567, -0.1968, -0.085827},
{0.10468, 0.052886, 0.074034, -0.019473, 0.17009, 0.11589, 0.011655, -0.19511, -0.0090613, -0.11857, 0.090579, -0.11578},
{-0.054975, 0.092024, -0.045836, 0.17623, 0.15922, -0.088934, 0.035974, 0.084487, 0.0081603, 0.019177, -0.1822, 0.011202},
{0.197, 0.15863, -0.14389, -0.11625, -0.1473, -0.1995, -0.028231, -0.025867, -0.14276, -0.13228, 0.0078281, 0.14846},
{0.10343, -0.079069, 0.14108, 0.16694, 0.19978, 0.19728, -0.05298, 0.10276, 0.13623, -0.027798, -0.17744, 0.086371},
{-0.17445, 0.005419, 0.18592, 0.14732, -0.022036, 0.13053, -0.021692, 0.079886, 0.031752, 0.076512, 0.19481, -0.047838},
{0.15706, 0.14125, -0.14364, 0.0024315, 0.0059847, -0.041583, -0.045793, 0.10364, -0.068923, 0.13726, -0.069788, -0.016427}
}
};
vector<vector<double>> layerBiasesP2 =
{
{0.05132, -5.1963, 0.33267, 0.011573, -0.12223, -0.018593, -0.030186, -0.13247, 0.010557, -0.019875, -0.053944, -0.99095, -0.35453, 0.18542, -0.15615, 0.13323, -0.01913, 0.017232, 0.2283, 0.40571, -0.2004, 0.35201, -1.333, 1.061, 0.39442, 0.068817, -1.0693, 0.023072, 0.32211, 0.018202, -2.0768, 0.067584, -0.10879, -0.81139, 0.81527, 0.052114},
{-0.24374, -0.2832, -1.3635, -1.4033, 2.3121, -0.24427, -2.4465, 2.5322, -2.3822, -2.6488, -2.1792, 0.07172, -2.2343, 0.066803, -0.066257, -1.3368, -4.9848, -1.1317, 2.8073, 0.62166, 1.8894, 4.5791, 4.4875, -0.15952},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}
};
double activation_function_P1(double weightedInput){
if(weightedInput > 1) return 0.1*weightedInput + 0.9;
else if(weightedInput < -1) return 0.1*weightedInput - 0.9;
else return weightedInput;
}
double activation_function_P2(double weightedInput){
return ((double)2 / ((double)1+exp(-2*weightedInput))) - 1;
}
double to_celcius(double val){
return val * 40.0;
}
double from_celcius(double val){
return val / 40.0;
}
class Layer{
public:
int nodesIn;
int nodesOut;
vector<vector<double>> weights;
vector<double> biases;
bool P1;
Layer(){}
Layer(int _nodesIn, int _nodesOut, vector<vector<double>> we, vector<double> bi, bool isP1){
nodesIn = _nodesIn;
nodesOut = _nodesOut;
weights = we;
biases = bi;
P1 = isP1;
}
vector<double> calculate_outputs(vector<double> inputs){
vector<double> outputs(nodesOut);
for(int outI = 0; outI < nodesOut; outI++){
double weight = biases[outI];
for(int inI = 0; inI < nodesIn; inI++) weight += inputs[inI] * weights[inI][outI];
outputs[outI] = P1 ? activation_function_P1(weight) : activation_function_P2(weight);
}
return outputs;
}
};
int main()
{
ios_base::sync_with_stdio(false);
cin.tie(NULL);
vector<Layer> layersP1((int)layerSizesP1.size()-1);
for(int i = 0; i < (int)layersP1.size(); i++) layersP1[i] = Layer(layerSizesP1[i], layerSizesP1[i+1], layerWeightsP1[i], layerBiasesP1[i], true);
vector<Layer> layersP2((int)layerSizesP2.size()-1);
for(int i = 0; i < (int)layersP2.size(); i++) layersP2[i] = Layer(layerSizesP2[i], layerSizesP2[i+1], layerWeightsP2[i], layerBiasesP2[i], false);
int n; cin >> n;
for(int k = 0; k < n; k++){
vector<double> inputsP1(24);
vector<double> inputsP2(36);
for(int i = 0; i < 24; i++){
double x; cin >> x;
inputsP1[i] = from_celcius(x);
inputsP2[i] = inputsP1[i];
}
for(Layer& layer : layersP1) inputsP1 = layer.calculate_outputs(inputsP1);
for(int i = 0; i < 12; i++) inputsP2[24+i] = inputsP1[i];
for(Layer& layer : layersP2) inputsP2 = layer.calculate_outputs(inputsP2);
for(int i = 0; i < 12; i++){
if(inputsP2[i] < 0.18) cout << "? ";
else cout << to_celcius(inputsP1[i]) << " ";
}
cout << "\n";
}
}