#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 =
{
{
{2.8819, 1.554, -1.9739, 0.96896, -0.88316, 0.76979, -1.8999, -1.0764, 0.1304, 1.8609, -1.2085, 1.5863, 0.076649, 0.97184, -1.503, -3.5255, -0.59216, 0.2805, 0.61256, 0.81015, -0.51107, 0.3725, -1.6673, -0.39047, -3.5945, -4.5911, 0.14406, -1.2149, 1.3686, 0.11489, 5.8201, -0.29101, 0.21322, 4.0475, 2.4777, -3.3031},
{1.8076, 2.5483, -0.60789, 1.1665, 0.12258, 1.5585, -0.68182, -1.2993, -0.10865, 1.2925, 0.29917, 1.1932, -0.89764, 0.31277, -2.5423, -1.7494, -0.044731, -0.13345, -0.34265, 0.56521, -0.057618, -0.55808, 2.7177, 1.231, -2.6691, -2.1537, -0.56643, -0.53824, 1.3884, -0.67955, -0.0078091, 0.79212, 0.93805, 5.4759, 0.92348, 0.93664},
{0.37661, 4.6658, -1.1084, 1.7665, 1.3416, -0.0012308, 0.83232, -0.91821, 0.33992, 0.67031, 0.7237, -0.32087, -1.4299, 0.021546, -0.7116, -0.65329, -1.0608, -0.44009, -0.86893, 0.28439, 0.34026, -0.75153, -0.35757, 1.8115, 5.3222, 1.6893, -0.6155, 0.18256, 3.1658, -0.93459, -4.8973, 0.69408, 1.5932, 2.7743, 2.3321, 1.9155},
{0.37795, -0.88183, 0.24391, -1.7664, -1.2863, 0.49544, 0.49029, 0.18187, -0.34492, -2.9648, -3.0075, -2.3914, 0.096318, 1.4807, -0.38776, -0.47202, 0.15573, -0.26073, -1.0197, -1.2636, -0.85001, 0.55482, -1.8694, -0.69716, 2.6227, -0.65373, 1.9839, -0.36726, -2.5506, 0.82886, -5.9257, 0.76553, -1.3721, 9.8982, -1.866, -1.5985},
{-0.16084, -0.27213, -0.34231, -0.37088, 0.32674, 0.74747, -2.9728, -0.40531, 0.23533, -1.6713, 0.62014, -1.6146, -1.2366, 0.25044, 0.74039, 0.77387, -0.11998, 0.41144, -0.61646, -1.3096, 0.13181, 0.49106, -3.9802, 1.516, 2.2544, 0.62547, 2.4914, 0.067218, -2.3675, -0.84083, -1.0479, 0.97515, -0.59027, 7.2596, -0.65443, 0.76799},
{-0.59838, -0.049735, -0.46014, -0.14696, 1.2025, 0.5979, -2.9504, -0.16458, 0.67981, 0.92877, 2.4534, -1.2781, -0.22851, -1.0639, -0.31036, 0.47297, 0.93619, 0.18216, 0.46566, -0.29673, 0.91579, -0.30548, 0.73728, 1.3544, -1.681, 2.2179, 1.5881, -0.079636, -1.7154, -1.2085, 0.41504, -0.30866, -0.27739, 0.82165, 0.30293, -0.13944},
{-1.4996, 0.49668, -0.76774, -0.15882, 0.60923, -1.1029, -2.35, -0.062979, -0.29215, 1.0751, 2.4964, -0.99383, 1.0185, -0.76662, -1.0373, -0.12586, 1.3244, 0.29081, 1.7159, 0.15109, 0.7023, -0.43493, 3.3349, -0.10622, -0.082982, 3.4243, 0.41593, 0.61356, -0.5949, -0.46482, 1.1527, -0.76774, -0.48895, 1.3605, -0.10909, -3.6677},
{-1.949, 2.4508, 0.38724, 0.22751, -0.062718, -0.38577, 0.11437, -1.452, -0.38822, 1.6551, 0.86129, -0.43449, 0.0020352, 0.12452, -1.208, 1.2003, 1.1097, -0.17876, 1.5724, 0.56011, 0.764, -0.50634, 0.75373, 0.62615, 0.057425, 4.4227, -2.431, 0.80521, 0.42645, -0.15495, 0.017283, -0.48345, 0.046919, 1.7567, 1.7073, 0.56343},
{-1.9497, 1.0289, -1.3616, -1.0834, -0.24559, -0.75761, 1.7311, 0.085003, 0.18368, 0.11215, 1.2307, -0.27856, 1.064, 0.47113, 0.84874, -0.10993, 0.18318, -0.49836, 0.32559, 0.29131, 0.21738, 0.6349, -1.4933, -1.2362, 0.73856, 4.3693, 0.081911, 0.64152, -1.6231, 0.808, 0.89184, -1.0583, -0.14603, 3.1722, -0.90576, 0.80792},
{-1.4292, 0.54956, -0.76384, 0.2139, -0.17926, 0.18961, 3.057, -0.84283, 0.40535, 0.83921, 1.5116, 0.30254, -0.1653, 0.38288, -0.4437, -0.1566, 0.11502, -0.18257, 0.25146, 0.27914, 0.28963, -0.11583, 0.7263, 0.11126, -2.5753, 3.5911, -0.88745, 0.20528, -0.036118, 0.1849, -0.3767, 0.21471, 0.36249, 5.9712, -1.5153, 0.12122},
{-0.51425, 1.1539, -2.0191, -0.075066, 0.41116, 0.36762, -0.54433, 0.92671, 0.61629, -0.21693, 2.8081, 1.106, 0.53816, -0.034022, 0.30123, 0.040326, -0.11467, -1.3332, -1.1531, 1.2916, 0.32982, -1.4505, -1.3964, 0.30545, -2.5803, 3.6992, -1.2457, -1.1513, -0.098486, 0.47763, 2.8905, -0.10213, 2.2049, 1.0718, -0.29291, 5.9209},
{-0.63675, -0.16176, -1.4749, -1.3265, -1.0347, 0.23513, -0.23091, 0.049246, -0.57664, -0.12532, 2.8008, 0.11185, 0.041764, 1.5425, -0.59363, 0.32824, 0.72402, -0.13202, -0.18685, 0.26088, -0.32591, -0.62133, -2.5351, -0.051028, -1.0717, 0.21837, -1.8656, 0.67527, 0.037277, 1.0515, 2.2076, 0.61471, 0.7911, 1.2357, 1.5083, 4.0447},
{-0.53784, -0.66218, -1.1445, -0.94065, -0.42424, -0.22963, -1.7647, -0.32, -1.2139, 0.98475, 3.8856, -0.19161, -0.95054, 0.73331, 0.29917, 1.0721, 1.2528, 0.68993, 0.49024, -0.54697, 0.18649, -0.76153, -1.011, 0.2628, 0.76014, 0.018709, -0.34632, 1.1914, 1.8619, -0.16455, 2.8709, 0.95214, -0.12927, -3.6833, 3.2194, 4.1826},
{0.040468, -3.0181, -0.67188, -1.013, -1.7549, -0.47191, 0.61764, -0.064332, -0.89823, -0.93549, 1.0704, -0.47917, -0.003581, 1.7922, 1.2973, -0.42393, 0.17146, 0.47209, 0.62999, -0.94129, -0.82626, 0.90949, 3.0992, -1.5759, 1.5532, -2.5798, 2.1703, -0.047144, -0.87657, 0.64367, 5.7358, 0.46592, -1.2964, -3.4414, 0.98777, 1.4648},
{1.1865, -3.6325, -1.6626, -0.60988, -0.82781, -0.053797, -0.78051, 2.1687, 0.7174, -1.6789, -3.2359, -0.30863, 0.54545, 0.82558, 3.1739, -0.82006, -2.757, -0.6341, -0.81495, -0.58946, -0.73486, 1.6594, 2.2829, -2.8158, -0.2948, -2.425, -0.915, -2.6629, -1.8869, 1.2786, 1.5421, -1.0525, -0.6654, -1.4124, -1.0752, 3.9603},
{1.3012, -4.4352, -1.5259, 0.6351, 1.6648, 0.6015, 2.2124, 0.59632, 0.70833, 1.4687, 0.69169, -0.10469, 1.3379, -2.1928, 1.6426, -0.57131, -1.3202, 0.16705, -0.50715, 0.23278, 0.35011, 0.0018162, 1.049, -1.9447, -5.9712, -2.6487, -1.7202, -2.481, -2.9872, -0.5703, 3.4917, -1.3108, 0.15357, -4.0426, -1.8063, 0.90928},
{0.95694, -1.8409, -0.72547, 1.6883, 2.1433, 1.0691, -0.53283, 0.48776, 0.25427, 3.5561, 0.12221, 0.47487, 0.72518, -2.5525, -1.0311, -0.47229, 1.3134, 0.25302, -0.27389, 1.2915, 1.2702, -1.9837, -0.56129, -0.42796, -1.525, -4.0589, -0.66068, -1.0795, -2.0248, -1.5294, 0.43043, -0.15171, 0.15064, -7.0991, -0.25899, 0.50897},
{-0.58589, -3.051, 0.77416, -1.7373, 0.30015, -0.35102, -1.8438, 1.7268, -0.99591, 0.69748, -1.9941, 0.14256, 1.4177, -0.9965, 0.12891, 1.2086, 1.8385, 1.0123, 0.36671, -0.73968, 0.32556, -0.61846, -0.9336, -0.91974, 1.0152, -2.3811, 1.8199, 1.3441, -4.7065, -0.18106, -2.5254, -0.34779, -0.48693, -5.0782, 0.015405, -2.215},
{-0.28915, 0.29781, 2.2257, -0.36382, 0.44843, -0.71499, -0.42672, -0.07781, -1.3946, 0.32622, -2.58, -0.016459, -1.6545, -0.3071, 0.23571, 3.0035, 0.19395, 1.4345, 0.83211, -1.641, -0.19152, -0.19045, -0.57854, 0.3409, 5.1455, -0.38395, 3.1223, 3.1851, -0.42321, -0.67016, -3.0113, 0.80798, 0.14706, -2.1627, 3.323, -0.64691},
{-1.4316, 0.046102, 5.7173, -0.73478, -2.009, -0.47964, -3.3117, -1.0137, -1.0095, -1.4198, -4.2702, 0.48864, -3.1518, 2.6636, -0.53314, 3.197, 0.15856, 1.8971, 1.5736, -1.4047, -1.5668, 2.2144, -3.3211, 0.88973, 12.427, -1.2888, 1.8808, 4.9592, 3.2087, 0.4699, -3.8737, 1.1699, -1.2569, -4.7499, 9.448, 2.9223},
{0.064262, -1.8707, 4.4763, 0.21938, -1.3436, 1.6684, 0.64791, -2.5048, -0.36571, 0.48381, -3.1846, 1.043, -2.5424, 1.5908, -1.9693, 2.5753, 0.10855, 1.9546, 1.143, -0.6589, -1.0794, 1.9892, 1.8944, 1.4925, 5.7514, -3.5848, -0.4503, 3.487, 0.87011, -0.76608, -2.9858, 1.2986, -1.1346, -3.1671, 4.4611, -0.48191},
{-0.61495, -1.1521, 4.3075, -0.13783, -2.1104, 1.0665, 0.26635, -0.73819, 0.21579, -0.38323, -0.83067, 0.95576, -0.12917, 1.6064, -1.013, 0.89032, 1.2533, 0.55195, 0.82217, 1.0642, -0.72584, 1.4392, 3.4838, 0.13615, 6.0013, -1.2785, 0.3274, 1.9004, 0.17757, 0.55856, -5.7542, -0.35348, -2.0414, -2.6383, 3.0814, -0.32471},
{-0.35203, -1.2174, 2.0196, 0.022935, -1.6829, 0.73158, 2.7217, 0.25785, 0.492, 1.0016, -0.18772, 1.5167, 0.63697, 1.2707, -1.3713, -0.37035, 1.7113, -0.18658, 0.71176, 1.6701, -0.26955, 0.39962, 2.0013, -0.48734, 2.636, -2.0329, 1.0143, 0.48686, 1.4688, 0.98025, -1.8274, -0.81796, -0.41965, -3.1027, 0.8272, -0.96394},
{1.4966, -1.5917, -2.0355, -0.58195, 0.30297, -0.67151, 3.1298, 2.3787, 0.13061, -0.91624, 0.087982, -0.065513, 3.3349, -1.2004, 2.1542, -2.5152, -0.31516, -0.88976, -0.67113, 0.39306, 0.4162, -0.35514, 2.148, -2.3513, -4.9745, -0.55245, 1.0292, -2.0682, -3.4382, 0.70521, 1.1077, -1.4292, -0.24552, 0.81755, -6.3869, -4.6844},
{1.0161, -0.97166, -1.6034, -0.57348, 0.069764, -0.58143, 2.7226, 1.9933, -0.14557, -0.8599, 0.45178, -0.46944, 2.4088, -0.8444, 1.7811, -2.0263, 0.04438, -0.65732, -0.54593, 0.29981, 0.20341, -0.3693, 1.4087, -1.6911, -4.5697, -0.18569, 1.382, -1.8462, -1.9905, 0.71885, 0.14061, -0.73432, -0.13831, 0.24419, -5.2793, -4.1419},
{0.70168, -0.34717, -1.5363, -0.59507, 0.21942, -0.8226, 1.9083, 1.6334, 0.085811, -1.0581, 0.61583, -0.28427, 1.8692, -0.80324, 1.5483, -1.9793, -0.1005, -0.96775, -0.6021, 0.10853, 0.34701, -0.63958, 0.95614, -1.2698, -3.7288, 0.33667, 1.1478, -1.5072, -1.3094, 0.64813, -0.48148, -0.63558, 0.017731, -0.14968, -4.884, -3.3286},
{0.25369, -0.31387, -0.96329, -0.61176, 0.17699, -0.64097, 1.2315, 1.1307, -0.18105, -1.2906, 0.15073, -0.65818, 1.3158, -0.4652, 1.2756, -1.2522, -0.20021, -0.46424, -0.71934, -0.29977, 0.0040035, -0.067375, 0.78121, -0.61345, -2.5918, 0.074663, 0.91134, -1.0744, -1.2308, 0.34376, -1.328, -0.24732, -0.15978, 0.22018, -4.4399, -3.141},
{-0.14445, -0.01809, -0.51002, -0.6382, 0.09368, -0.9762, 0.26641, 1.0322, -0.22581, -1.7959, 0.50915, -0.506, 0.71363, 0.0089692, 1.3614, -0.54214, -0.26909, -0.48479, -0.6531, -0.33274, 0.020754, -0.079853, 0.13863, -0.37986, -1.5992, 0.65191, 1.0518, -0.52781, -0.78082, 0.39353, -2.117, -0.09824, -0.13024, -0.38769, -3.0877, -2.2972},
{-0.021059, 0.3611, -0.21655, -0.84463, 0.28991, -1.028, -0.94527, 1.1499, -0.31579, -1.9482, 1.2139, -0.60352, 0.30441, -0.30999, 1.1908, -0.26477, -0.099165, -0.4891, -0.65609, -0.57243, -0.088977, -0.26114, 0.09941, 0.12725, -1.0064, 1.0728, 0.69995, -0.29793, 0.018605, 0.12418, -1.6631, 0.058957, -0.010118, -1.1261, -1.962, -0.9471},
{-0.37683, 0.39103, -0.026329, -0.086239, 1.0546, -0.93097, -2.2264, 0.59252, 0.014545, -0.7889, 1.3242, -0.46006, -0.016796, -1.0106, 0.49394, 0.014163, -0.26076, -0.10895, -0.093534, -0.17683, 0.60808, -0.46125, 1.0967, 0.52627, -1.6999, 0.88665, 0.4732, 0.26859, 0.14384, -0.22972, -1.0868, -0.0075562, 0.23038, -1.6954, -1.6616, -1.6212},
{-0.20267, 0.94645, 0.27765, 0.46604, 0.85843, -0.51212, -2.6225, 0.2103, 0.099699, -0.4937, 2.2865, 0.084434, -0.20933, -0.85056, 0.058788, 0.57438, 0.16803, -0.062055, 0.064027, -0.076447, 0.29051, -0.65412, 1.2042, 0.96173, -1.2087, 1.3802, -0.50642, 0.094928, 1.5433, -0.47688, -0.75172, 0.27275, 0.41386, -2.4943, 0.039105, -0.1252},
{-0.086451, 0.71502, 0.38111, 1.0505, 0.78089, -0.34221, -2.6519, -0.025858, 0.35628, -0.012419, 1.7525, 0.36202, -0.18197, -0.9498, -0.090566, 0.27394, -0.87947, -0.22565, -0.13678, 0.69174, 0.17846, -0.25293, 2.1837, 0.73353, -0.934, 0.77098, -1.7475, -0.41739, 1.6712, -0.24451, 0.48167, -0.23664, 0.50159, -2.4096, 0.30997, 0.99916},
{0.18599, 0.76142, 0.50828, 1.1488, 0.76893, -0.14801, -2.0799, 0.03748, 0.63806, -0.58534, 1.4402, 0.3992, -0.79929, -0.67996, 0.30516, 0.63398, -1.3111, -0.097782, -0.44516, 0.54091, 0.06003, -0.17656, 2.1158, 0.9817, -1.0798, 0.51076, -1.9878, -0.59184, 1.5661, -0.45466, 1.4392, 0.098787, 0.80786, -1.3323, 0.35818, 1.1593},
{0.23271, 1.0562, 0.63142, 1.7671, 0.48388, 0.20696, -2.07, -0.074068, 0.96989, -0.53693, 0.96626, 0.51005, -0.92662, -0.6311, 0.23126, 0.7809, -1.5986, -0.25548, -0.38833, 0.82847, 0.10273, 0.12431, 2.1632, 0.80156, -0.96126, 0.35149, -1.8499, -1.04, 1.6697, -0.23351, 1.4917, 0.013922, 0.69415, -0.81011, 0.92835, 1.5893},
{0.17074, 1.8499, 1.1286, 1.2892, 0.30647, 0.40125, -2.7326, -0.51529, 0.4596, -0.54752, 1.6132, 0.51638, -1.7239, -0.20729, 0.089301, 1.1982, -0.97105, -0.25866, -0.34522, 0.084755, -0.26487, 0.017029, 0.39554, 1.3921, -0.10599, 0.77697, -1.2602, -0.021143, 2.855, -0.37799, 1.87, 0.65658, 0.99182, 0.021455, 2.9028, 1.5713},
{0.53323, 1.3131, 0.89532, 1.4734, 0.24939, 0.52009, -2.5734, -0.38959, 0.6699, -0.28975, 1.1242, 0.5829, -1.7377, 0.048597, 0.059008, 1.1224, -1.2813, -0.29638, -0.29979, 0.43461, -0.29763, 0.1869, 0.84799, 1.2783, -0.4311, 0.28462, -1.555, -0.37673, 2.8542, -0.45286, 2.7355, 0.30755, 1.2184, -0.41212, 2.7466, 1.9968}
},
{
{-0.33435, -0.061801, 0.63762, -0.10026, -0.26433, -0.1608, 0.82661, 0.090369, 0.16533, 0.26467, 0.34607, 0.11003, 0.13188, 0.2067, 0.22624, 0.65896, -0.22115, 0.56242, -0.33322, -0.19039, -0.37851, 0.8164, -0.36893, -0.21536},
{-0.10358, -1.7913, 0.29271, -0.32472, -0.96352, -0.32611, -0.61432, 1.1947, -0.18233, -0.15914, 0.23797, -0.61618, -0.056306, -0.47763, -0.143, -0.091603, 0.89837, -1.6777, 0.23622, 1.0383, 0.050962, 1.0188, 1.1542, 0.43256},
{0.057958, 2.8027, -0.17368, 0.27269, -0.93749, 0.10042, -1.2483, -0.4633, -0.19365, -0.47242, -0.38029, -0.51047, 0.41802, 0.20963, 0.38287, -0.14167, 0.67236, -0.49748, 0.67365, 0.035384, -0.54571, -1.2834, 1.2615, 0.20907},
{-0.20156, 0.1384, -0.083971, -0.36833, -0.72886, 0.041686, 0.43229, 0.47327, 0.13132, -0.28244, 0.22654, 0.075004, 0.017438, -0.33866, 0.097166, -0.086303, 1.4206, -0.056118, 0.34934, 0.30577, -0.21329, -0.088609, -0.80817, 0.2499},
{0.026748, -0.5513, -0.22244, -0.18173, -0.54036, 0.0074563, 0.16841, 0.046392, -0.16455, 0.37107, -0.10877, 1.1227, 0.19132, -0.03509, 0.15759, 0.053914, 1.4794, -0.37733, 0.112, 0.7895, -0.038503, -0.089455, -0.63928, 0.19257},
{0.11097, 0.084574, 0.176, 0.72444, -0.73982, -0.11088, -0.063342, 0.41139, 0.19275, -0.17977, -0.19492, -0.3575, 0.26467, -0.16975, 0.19915, 0.37662, 0.21855, 0.18741, -0.47759, -0.63917, 0.03173, -0.42476, 0.017629, -0.2855},
{-0.32287, 5.4039, -1.2083, 0.60382, -1.0102, -0.15695, -1.3153, 0.84609, 0.026613, 0.36657, -0.39342, 0.0050917, -0.75911, -0.012396, -1.4681, -0.2756, 2.2383, 2.1643, -0.32393, -1.4274, 0.48641, -1.7225, 1.1781, -0.040562},
{-0.050556, -1.3036, 0.40295, 0.074894, 0.19011, -0.27251, -0.98781, -0.30166, 0.51901, 0.49629, -0.14037, 0.85034, -0.26317, 0.44217, -1.7291, 1.5045, -0.41463, -0.12206, -0.31376, 0.9415, -1.1166, 1.3518, 0.90961, -0.08368},
{0.067359, -0.30413, -0.14325, 0.36418, -0.098552, -0.10566, 0.04911, 0.32034, -0.38515, -0.16464, -0.22628, -0.25092, 0.2436, -0.34109, 0.099047, 0.1559, 0.13269, 0.015707, 0.61249, 0.0089275, -0.50228, -0.20017, -0.43151, -0.00076202},
{-0.34029, -0.10919, 0.35336, -0.38943, -0.38554, -0.0027565, -0.2098, 0.45958, 0.61843, 0.41444, 0.35263, -0.086567, -0.075832, -0.08612, 0.9583, 0.17329, -0.64426, -0.18812, -1.1017, 0.68372, 0.14444, -2.3537, -0.56315, -0.45936},
{-0.14032, -1.0737, -0.38536, -1.034, -0.043851, 0.15917, -0.079563, -0.38217, 0.29861, -1.5146, 0.33307, 0.036135, 0.19199, -1.2803, 1.0012, -0.052947, -1.1566, -1.712, 0.037625, 2.1344, -0.15832, -0.20924, -0.38709, -0.7003},
{0.022733, 0.34889, -0.2151, 0.085876, 1.316, -0.016034, 0.15074, 0.058499, 0.10476, -0.28167, 0.1817, 0.48341, -0.31278, -0.26236, -0.029844, 0.049109, -0.038169, -0.26271, -0.08141, -0.074549, -0.1706, -0.48884, -0.609, -0.64674},
{-0.10489, -0.95328, -0.38717, 0.022913, 0.79639, -0.37586, 0.094519, -0.41738, -0.078163, 0.083719, -0.18687, -0.1603, -0.31258, 0.3033, -0.18748, -0.016619, -1.6042, -0.45191, -0.7824, 0.30471, -0.40834, 0.26792, -0.26625, 0.28771},
{-0.02457, 0.55278, 0.2654, 0.30666, 0.23507, -0.028856, -0.3284, 0.16116, 0.21893, -0.21878, 0.066961, -1.1126, 0.029725, -0.16139, -0.26993, 0.025328, -0.86698, 0.35895, 0.63315, -0.7789, 0.1233, 0.02943, 1.2021, 0.13313},
{-0.20162, -2.6317, 0.11895, -0.058001, 0.70681, -0.030708, 1.2235, -0.6608, -1.0905, -0.29055, 0.2714, -0.19931, 0.46511, -0.41961, -0.36641, -0.032814, -0.43147, -0.028781, 0.33953, -0.2624, -0.30189, 1.3572, -0.67436, -0.084603},
{-0.027915, -1.3476, 0.1842, 0.23288, -1.7758, -0.29991, -0.27034, -0.033639, -0.36196, 0.036423, -0.0082036, 0.12091, -0.095717, 0.094894, -0.11523, 0.084437, 2.756, -0.083111, -0.86688, -0.80985, 0.28145, -0.76619, 1.7534, 0.12027},
{-0.089732, 0.28701, -0.37594, 0.29761, 0.0056691, 0.15542, -0.33438, -0.2169, -0.094559, 0.36946, -0.2159, 0.055548, 0.29925, 0.78622, -0.12078, 0.17909, -0.64037, -0.40657, -1.6043, 0.0034408, 0.027114, -0.8204, 0.78603, 0.1736},
{-0.12932, 0.15583, 0.020877, -0.28867, -0.081243, 0.29432, 0.28811, -0.43117, 0.33937, 0.46084, 0.37414, 0.095185, 0.32296, 0.30195, 0.29042, -0.052566, 0.25216, 0.42956, 0.2122, -0.20479, 0.38542, -0.16526, 0.18877, -0.34621},
{-0.38253, 0.65323, 0.24238, -0.21565, 0.4923, 0.21698, -0.15393, -0.41059, 0.16074, 0.44269, 0.43873, -0.85155, 0.26517, 0.057636, -0.0033112, -0.040726, -0.27974, 0.17467, -0.26447, -0.11751, 0.20291, -0.71333, -0.0071497, -0.03705},
{-0.040679, -0.5997, -0.63475, 0.074313, 0.53931, -0.017146, 0.15514, 0.30066, -0.04468, -0.28088, -0.10335, -0.3806, -0.11848, -0.095108, 0.1358, -0.038989, -0.79922, -0.27346, -0.33215, 0.32942, -0.44006, -0.89615, -0.32969, 0.55626},
{-0.0701, -0.36766, -0.21544, 0.098095, -0.2804, 0.038815, 0.094717, 0.0913, -0.12219, 0.0023201, -0.025512, 0.004261, 0.18153, -0.014972, 0.00055268, 0.035991, 0.55298, -0.40009, -0.3381, 0.38506, 0.036583, -0.38328, -0.15621, 0.30921},
{-0.10928, 0.2189, 0.43585, 0.10548, 0.15657, -0.081, -0.19491, -0.19642, -0.16278, -0.016579, 0.30133, -0.87069, 0.089623, -0.11089, 0.17461, 0.023822, -1.1453, 0.75493, 1.2348, -0.58348, -0.17335, 0.25607, -0.032431, -0.4847},
{0.01699, 5.7516, -0.98646, 0.06638, -0.49213, -0.22482, 0.54903, -0.60721, 0.038217, -0.25494, -0.19119, 1.6733, -1.0593, -0.67661, -0.58203, -0.84633, 1.4765, 0.73527, -1.3751, -0.57349, 1.3537, -1.1014, 0.014274, -0.54945},
{-0.062231, 0.25028, -0.37956, 0.16489, -1.5612, -0.083781, 0.2648, 0.52178, -0.22078, -0.13984, -0.34053, 0.6733, 0.034598, 0.081694, 0.12019, 0.15591, 2.0514, -0.16692, 0.62805, -0.012475, -0.079762, -1.0197, 0.37858, 0.00081889},
{-0.39828, -2.1483, 0.16125, -1.4581, 1.606, 0.4006, -1.0575, 2.0078, 0.21302, -0.53886, -0.12538, -0.85246, 1.3701, -0.92068, 0.31634, 0.34579, -0.98674, -1.3605, 1.2, 3.2495, -1.264, 2.7421, 0.92178, -0.058015},
{-0.3718, -1.0975, 0.57713, -0.79722, 0.077702, 0.35377, -0.88164, -0.53253, 1.0724, -0.4865, 0.54385, -0.28228, 0.51428, -0.97985, 0.41409, 0.58263, 1.9557, -0.37069, 0.68071, 1.5068, -0.88585, 1.9528, 1.1932, -0.86842},
{-0.46024, -1.8767, 1.6159, -0.12565, -0.5577, 0.99001, -1.6261, 2.0702, 2.2087, 1.2675, 0.82576, -0.92125, 0.39929, 0.85571, 0.15857, 0.64008, -0.37834, 0.94287, -0.99562, -1.3484, 0.27918, -0.37425, 0.037481, -1.5743},
{-0.13355, 1.0491, -0.40503, 0.097585, -0.92447, -0.18763, -0.64281, -0.76879, 0.4847, 1.5065, 0.33677, 0.9329, 0.074282, 1.1711, 0.50744, -0.0061019, 1.6226, 0.11788, 0.24085, -0.16171, 1.2305, -1.4072, 1.8278, 0.17384},
{-0.088609, 1.8155, 0.50507, -1.5895, -0.55901, 0.57658, -0.88539, 1.6258, 0.29599, -1.7428, 0.36396, -0.57695, 0.5424, -1.7846, 0.1171, -0.28538, 0.025363, -2.0473, 0.080293, 2.4217, -0.98374, 0.43238, 0.52375, -0.047229},
{0.090093, -0.10614, 0.061951, -0.0036762, 0.80548, 0.0356, -0.24237, -0.13771, -0.075054, -0.1127, -0.062679, -0.44125, -0.18996, -0.17532, -0.31244, -0.095891, -1.2653, 0.096752, 0.12096, -0.1755, -0.20983, 0.3185, 0.25945, 0.0070931},
{-0.15195, 4.885, -0.64405, 0.45935, -0.98833, 0.031394, 2.3076, -0.72174, 0.16004, 1.5184, 0.46897, 2.1321, 0.50808, 2.3475, 1.499, 0.027054, 0.38351, 0.48867, -0.9615, -0.40174, 2.6573, -1.9492, -1.9586, -1.4557},
{0.0092973, 0.71586, -0.027009, -0.05943, -0.57711, -0.030365, -0.037045, 0.29482, 0.21354, -0.15431, -0.063084, 0.73222, -0.16758, 0.19054, 0.033269, 0.02898, 1.0913, -0.0016368, 0.043438, -0.19978, 0.44141, 0.29532, 0.43177, -0.18068},
{0.21241, 0.0166, -0.25682, 0.0012147, 0.099964, -0.15115, 0.065316, 0.51347, 0.043386, 0.0033365, -0.25309, 0.58927, -0.16688, -0.42896, -0.27275, 0.13776, 1.6046, -0.69246, -0.13696, 0.39047, -0.027171, -0.0019281, -0.34417, 0.057334},
{0.1761, 3.0594, -0.58741, 0.72233, 0.2005, -0.21087, 0.27399, -0.54597, -1.0868, 0.61263, -0.34781, 1.9541, -0.26842, 1.4291, -0.46287, -0.23378, -0.080138, 1.4719, 0.54794, -1.7049, 0.26862, -1.1993, -1.0284, 0.0081513},
{-0.20604, 1.7521, -0.23875, -0.28855, -1.343, 0.17571, -1.2704, -0.085034, -0.17387, -0.57868, -0.013693, -1.7921, 0.79113, -0.4746, -0.086564, -0.12273, 1.4928, -0.99595, 2.8162, 0.98305, -1.3813, -0.83524, 3.0733, 0.085645},
{0.010251, -2.1244, 1.3475, -0.84876, 0.62793, -0.19885, -0.48278, 4.1389, -0.60611, -1.6153, 0.17694, -0.41267, -0.82433, -1.932, -0.28098, -0.082751, -0.21381, -0.80506, 0.51541, 0.88467, -0.55831, 1.2965, -1.4255, -0.51461}
},
{
{-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 =
{
{0.058124, 0.05944, -0.40816, 0.1252, 0.014155, 0.17756, -0.6165, 1.2405, -0.021321, 1.4477, -3.3856, 0.18361, -0.050708, -0.071702, -0.44859, 0.16669, 0.028519, 0.065858, 0.13237, -0.20871, -0.068974, 0.11645, -1.5779, -0.036786, 1.2786, 1.3339, -1.4571, -0.73388, 0.43776, 0.0013559, -1.512, 0.098327, 0.063996, -1.5542, 0.15191, 1.0713},
{-0.33511, 2.4736, -4.5246, 2.059, 1.8049, -0.24419, -1.1164, 3.8896, -2.9099, 1.6981, -0.70603, -3.3427, -0.34367, 3.4646, 1.3519, -2.9867, -4.4422, 2.2502, 4.1517, -4.8867, 6.7193, -3.0053, 1.6813, 1.2278},
{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) cout << "? ";
else cout << to_celcius(inputsP1[i]) << " ";
}
cout << "\n";
}
}