#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, 56, 12};
vector<vector<vector<double>>> layerWeightsP1 =
{
{
{0.180196, -1.30719, -0.398831, 2.53912, 0.161913, 0.45907, -0.378581, 0.0844614, -1.48277, 0.427925, 3.95315, -0.897862, 2.89994, 2.19743, 1.4322, -2.19114, -1.55695, -2.1628, 1.94895, -1.45922, 0.822906, -0.3002, -1.61401, -0.609399, 0.593024, 0.118804, 1.47921, 1.88271, -0.662897, 0.658621, 1.17745, 0.971052, -3.91439, 1.18384, -0.0202509, -0.51859, -3.04755, 0.324656, -1.99148, -0.251923, -0.0345806, 1.33187, -4.41969, -0.415134, -0.675851, -2.12121, 2.92878, -1.51536, 0.324548, 0.901102, 0.508609, -2.08067, 1.28807, -1.51602, -1.08376, -2.44562, -1.72232, 2.32843, -0.260415, -0.985218, -1.63077, -1.01337, 2.83277, 2.51727, 0.4909, 4.43526, 1.06856, -1.90019, 0.758935, -0.119651, 0.178466, -0.913821},
{0.641724, -1.1867, 0.255367, 1.65506, -0.492745, 0.302396, -0.438984, 0.663417, -1.75482, 0.520259, 2.94558, -0.733761, 2.09354, 2.71603, 1.27264, -2.04136, -1.79528, -2.02607, 1.84665, -2.79433, 1.11764, -0.0925862, -2.31837, -0.64718, 1.1554, 0.0679451, 1.62441, 1.83363, -0.705138, 1.01433, 1.34146, 1.52814, -3.83179, 0.987332, -0.0773018, -0.911782, -2.71685, -0.21057, -2.79498, -0.313157, 0.183136, 0.287593, -3.85835, -0.269311, -1.40244, -1.38701, 3.52446, -1.87521, -1.06519, 0.803597, 0.45603, -1.83591, 1.17374, -0.993659, -1.13615, -2.26628, -1.83929, 2.29284, -1.08875, -0.180254, -2.11189, -1.273, 2.42415, 2.29389, -0.387092, 4.02857, 2.17799, -0.411411, -0.0883303, 0.0445565, -0.137476, -0.102546},
{0.273311, -0.642941, 0.247064, 1.75518, -0.203061, 2.5786, -0.522296, 1.07508, -1.89606, 1.12339, 3.07285, -0.733859, 2.79286, 2.16152, 1.38912, -2.05804, -1.96608, -1.85221, 1.4513, -1.78772, 0.878519, 0.215558, -2.69595, -0.938726, 1.12701, -0.232861, 1.37966, 2.18493, -0.982648, 1.11057, 1.02305, 0.967474, -3.81315, 0.819564, 1.82647, -0.86171, -2.6569, -0.454104, -2.75404, -0.278154, -0.112107, 0.486158, -3.30325, 0.176516, -1.15541, -2.14908, 3.73653, -2.23214, -0.486443, 1.21686, 0.475885, -1.47234, 1.20708, -1.31757, -1.20862, -2.14924, -1.78311, 2.12594, -1.06828, 0.54861, -1.95827, -1.30779, 2.47541, 2.52487, 0.0572167, 3.34175, 0.146686, -0.634909, -0.14133, 0.466038, -0.181528, -0.139637},
{-0.307341, -0.862402, -1.13526, 2.34034, -0.455717, 0.247674, -0.830045, 1.61068, -2.33123, 1.27941, 2.09438, -1.56779, 2.1088, 1.66726, 0.730492, -2.13359, -1.71354, -1.84201, 0.586945, -1.09927, 0.172931, 0.499572, -2.43924, -1.62533, 0.84736, -0.336011, 1.52615, 2.57038, -1.85535, 0.737136, 0.901728, 1.11997, -4.00221, 0.386704, 1.38369, -0.610928, -2.4772, -0.424124, -2.64225, -0.14985, -0.143392, 0.368039, -2.71549, 0.768852, -2.17963, -2.66174, 2.70828, -1.8801, 0.745523, 1.1396, 0.916734, -1.41921, 1.26743, -1.78423, -1.25748, -2.24753, -1.78499, 2.22035, -0.495634, 0.379307, -2.35521, -0.613713, 1.82022, 2.32163, -0.143649, 3.01838, -0.775303, 0.130792, 0.324539, 0.57453, -0.0792497, 0.179564},
{0.155623, -0.517755, -1.10127, 0.420087, -0.158078, -1.38812, 0.0929809, 1.90257, -2.44108, 1.78013, 1.58397, -1.72366, 1.53327, 1.39313, 1.32566, -2.03926, -1.65615, -1.03569, 0.22042, -0.163159, 0.59088, 1.26892, -2.36116, -0.923242, 1.47242, 0.24242, 1.52913, 1.80432, -2.71149, 1.77628, 1.61036, 0.0126958, -3.21576, 0.424882, 2.37017, -0.668128, -1.72991, 0.534303, -2.2344, -0.13958, 0.0672195, 0.205968, -2.69321, 0.722499, -3.73691, -1.89301, 3.02994, -1.27061, 0.944335, 0.782802, 0.436327, -0.665226, 1.27015, -1.89846, -1.66688, -2.24156, -0.373468, 1.41664, 0.136215, 0.921828, -2.00271, -0.417069, 1.5112, 2.21576, 0.116191, 1.57396, 0.992292, 1.51848, 0.87551, 1.04478, -0.849568, 0.333079},
{0.28771, -1.00792, -0.303777, 0.15089, 0.202325, -0.937661, 0.551309, 1.27011, -1.91087, 1.05244, 1.53524, -2.27835, 1.83644, 1.1946, 1.40943, -2.22945, -1.61503, -0.779006, 0.0274362, -0.390369, 0.977221, 0.507258, -1.56995, -1.48692, 1.07885, 0.578246, 1.22214, 1.65711, -2.14474, 1.2243, 1.64685, -0.294295, -2.6364, 0.100692, 1.1944, -0.34282, -1.79945, 0.49517, -1.33373, -0.628433, 0.28507, -0.618344, -2.2458, 0.791244, -2.2083, -0.865165, 2.54891, -1.46297, 0.793287, 0.77064, -0.512895, -0.390524, 0.89108, -1.51998, -1.60108, -1.66092, 0.779313, 0.61005, 0.891826, 0.540041, -1.90753, -0.397068, 0.547638, 1.53753, -0.587507, 0.971581, -2.77283, 2.54954, -0.463868, 0.843689, 1.09743, 0.400171},
{-1.66, -0.724387, 1.27324, 0.344363, -1.25252, -0.201311, 0.651993, 0.50684, -2.10668, 0.655244, 1.35246, -2.3774, 1.35946, 1.51314, 2.08579, -1.88444, -1.76067, -0.703194, -0.32009, 0.157889, 1.05716, -0.017716, -0.670805, -1.8357, 0.0611889, 0.993861, 1.04188, 0.834025, -2.10049, 1.94337, 1.51162, 0.0550785, -2.13355, 0.619662, 0.984264, -0.540165, -0.774235, 0.327233, -0.93656, -0.64745, 0.549341, -0.69506, -1.92581, 0.629635, -0.575258, 0.579954, 1.44435, -1.61203, 0.988101, 0.916777, -0.201586, -0.00147905, 1.06665, -1.29308, -1.4709, -1.64392, 1.57817, 0.11925, 0.281291, -1.25351, -1.32282, -0.737753, -0.0915468, 1.40458, -0.281452, 0.494692, -1.2778, 1.21029, -0.996308, 0.89415, 0.942389, 0.994568},
{-0.078167, -0.641849, 0.441734, 0.334131, -1.15662, -0.0969833, 0.795396, 0.665326, -2.05592, 0.0140738, 0.687897, -1.52853, 0.94822, 1.41094, 1.79511, -1.61005, -1.3524, -0.915985, -0.638335, 0.124161, 1.20067, 0.129611, -0.259288, -1.77245, -0.931934, 0.548736, 0.841636, 0.379147, -1.97271, 1.64706, 1.24395, 0.517529, -1.24617, 0.250272, 0.428118, -0.640261, -0.0902716, -0.15401, -0.522501, -0.589441, 0.629223, -0.940569, -1.42133, 1.38975, 0.156831, 0.469795, 0.534747, -0.96963, 1.79187, 0.847699, 0.149574, -0.436276, 0.817237, -0.563918, -0.989732, -1.05383, 1.56887, 0.934529, -0.165329, -0.781682, -1.30621, -0.138403, -0.474682, 1.17796, -0.0601125, 0.335322, -0.0559713, 1.60367, -0.802336, 0.722574, 0.912047, 0.708936},
{0.377668, 0.349111, 0.782357, -0.800335, -0.54211, -2.1401, 0.945764, 0.688619, -1.08521, -1.00167, 0.0528149, -0.631819, 0.375804, 1.89909, 1.51957, -1.2406, -0.88229, -0.655113, -0.176677, -2.15046, 0.929097, -0.304119, 0.491077, -1.74399, -0.84974, 0.542738, 0.426968, 0.285766, -1.12788, 1.75341, 0.958556, 0.967135, 0.396184, 0.224538, -1.80556, -0.191104, 0.326299, -0.281435, -0.665272, -1.05951, 0.339902, -0.335613, -0.826498, 1.51083, -0.827851, 1.56628, -0.687868, -0.847172, 2.15821, 1.18079, 0.647603, -0.658111, 1.02552, -0.448493, -0.897843, -0.561669, 2.0246, 0.769107, -0.799132, -0.671631, -1.10805, -0.351145, -0.780708, 1.34775, 0.341895, 0.433347, 4.47254, 1.78949, -0.333373, 0.618867, 0.201064, 0.666098},
{-0.00276398, 0.534672, 0.320365, -0.907237, 1.17692, -0.941718, 0.722938, 0.666388, -0.770223, -1.23232, -0.168105, -0.625017, 0.199095, 1.9694, 1.23795, -0.680788, -0.908546, -0.859396, 0.00666403, -1.41492, 0.782007, -0.10053, 0.542384, -2.25371, -0.978493, 1.56678, -0.19424, -0.150197, -0.223948, 1.61904, 1.18091, 0.988259, 0.358943, 0.205202, -1.81478, -0.068202, 1.29082, -0.227361, 1.0933, -0.952512, -0.259852, -0.546024, -0.39352, 1.7495, 1.01301, 1.31029, -0.817044, -0.940206, 2.74044, 1.03304, -0.142976, -0.175977, 0.775416, -0.216769, -1.00821, -0.344201, 2.63041, 0.754088, -0.535408, -0.170645, -0.891386, -0.379817, -1.07187, 1.11934, 1.46601, -0.169096, -1.14031, 0.206685, 0.36109, 0.901217, -0.357447, 0.544063},
{0.197159, 1.50572, -0.577252, -0.864348, 2.4069, 1.97756, 0.614261, 0.323467, -0.995313, -0.721467, -0.498197, -0.320238, -0.0466498, 1.65099, 1.17952, 0.238365, -0.726596, -0.99916, 0.818404, -1.93594, 1.04568, -0.4207, 1.00844, -2.21278, -0.741212, 1.27281, -0.236582, -0.348338, 0.111818, 1.87215, 0.983303, 1.3918, 0.66591, 0.770465, -1.86148, -0.01743, 1.53181, 0.107778, 0.67849, -0.834658, -0.623876, -0.598416, -0.145755, 1.71968, 0.97507, 1.61086, -1.00593, -0.773821, 2.85004, 1.26875, -0.00329434, -0.378459, 0.752191, -0.263353, -0.916845, 0.0918615, 2.55845, 0.728206, -0.551321, -0.20874, -0.863812, -0.298628, -0.966861, 1.47431, 1.06838, -1.61553, -0.32973, -1.01734, -0.355207, 0.90819, -0.29214, 0.375429},
{0.126848, 1.96454, -0.607611, -2.69586, 0.960831, 2.69386, 1.18377, 0.828034, -1.12284, -0.888889, -0.553557, -0.00914697, -0.166259, 0.942228, 0.703643, 0.602544, -0.65735, -0.828685, 0.544331, -1.86009, 0.846205, -0.484406, 1.28482, -1.83907, -0.113866, 1.50228, -0.295666, -0.570789, -0.226667, 1.6399, 1.02825, 1.55091, 1.31619, 0.893632, -1.60964, 0.212363, 1.71368, -0.223756, 1.43429, -1.20545, -0.72859, -0.117517, -0.0675108, 1.42999, 1.49077, 1.29074, -1.7866, -0.0603872, 2.17473, 1.66018, -0.159367, -0.264767, 0.478211, 0.160476, -0.971974, 0.0571577, 3.1665, 0.0877621, -0.583947, -0.514635, -0.64722, -0.535339, -1.32533, 0.933946, 1.5807, -1.97034, -0.988237, -0.390682, 0.201069, 1.02303, -1.07049, 0.729137},
{-0.88387, 2.12968, -0.522543, -2.40238, 1.03609, 1.4571, 1.24703, 0.373995, -0.384317, -1.87844, -0.608769, 0.359554, -0.548219, 0.572459, 0.278081, 0.360294, -0.062685, -0.855207, 0.7954, -1.3045, 0.912715, -0.468603, 0.849003, -1.55714, -0.28818, 2.35585, -0.580753, -1.45325, 0.336104, 1.09039, 1.11975, 1.29846, 1.51096, 0.625249, -2.73967, 0.3793, 1.72798, 0.407116, 0.878177, -0.710689, -0.535208, -0.344264, 0.461152, 0.951227, 2.36437, 1.23578, -1.73093, 0.425047, 1.64288, 1.65116, -0.130834, -0.257137, 0.0688006, 0.277563, -1.21578, 0.400973, 2.91013, 0.0790505, -0.304442, 0.998754, -0.472843, -0.448175, -1.34446, 0.698887, 2.05517, -2.59962, 0.931397, -1.04614, -0.0459447, 0.815006, -1.54297, 0.0540885},
{-0.0548276, 2.0231, -1.14889, -3.23848, 1.46109, 1.05093, 1.25247, 0.826446, 0.226863, -2.2066, -0.554015, 0.682598, -0.951871, -0.185025, -0.0298573, 0.91498, 0.32841, -0.531309, 1.02568, -1.02765, 0.899384, -1.03766, 0.877591, -1.4464, -0.414033, 1.7831, -0.751254, -1.42146, 0.988433, 0.0109501, 0.270098, 0.8121, 2.15245, 0.273848, -1.91392, 0.243031, 2.09513, 0.0711436, 0.244152, -0.854996, -0.597335, -0.788234, 1.72774, 0.737542, 2.27756, 1.31523, -2.77388, 0.537846, 1.25547, 1.44299, -0.305903, -0.305686, 0.0178241, 0.456971, -1.04133, 0.875797, 1.89018, 0.503264, -0.5341, 2.06933, -0.370565, -0.51975, -1.4902, 0.644577, 1.91802, -1.99454, -0.55871, -1.04424, -0.586797, 0.588124, -1.5083, -0.219108},
{-1.20969, 2.46892, -0.012686, -4.21252, -0.178602, 0.323972, 0.703311, 0.886683, 1.11275, -2.23649, -0.621804, 0.862924, -1.41107, -0.680171, -0.234807, 1.07405, 0.198067, -0.573999, 1.30534, -0.679597, 0.617932, -1.70296, 0.983239, -1.80139, -0.643508, 2.23023, -0.54702, -1.70323, 2.00665, -0.515631, 0.507547, 0.47482, 2.46725, 0.204538, -2.77839, 0.639292, 1.89548, -0.0554091, 0.160949, -0.691418, -0.602149, -0.68453, 1.83015, 0.523604, 1.4069, 2.04522, -3.03949, 1.01163, 1.09503, 1.48101, -0.36491, -0.0686024, -0.24853, 0.669591, -0.844878, 1.24036, 1.42222, -0.243486, -0.936606, -0.351885, 0.0641056, -0.17963, -1.33085, 0.301688, 1.4531, -1.53328, 1.49843, 0.192011, 0.048681, 0.494934, -1.08827, -0.803816},
{-1.1766, 2.41113, 0.508676, -3.26499, -0.738302, 1.24533, 1.0855, 0.391103, 1.2842, -2.45933, -0.909791, 0.752888, -2.13757, -1.08764, -0.0387054, 1.21786, 0.703394, 0.196974, 0.711543, -0.715506, 0.410628, -2.14465, 0.928661, -1.20257, -1.16292, 1.56196, -0.479002, -2.45368, 2.08185, -0.500676, -0.318764, -0.120798, 2.1215, 0.198332, -2.79309, 0.471456, 2.04502, -0.178732, 1.25118, -0.785208, -0.468858, -1.2876, 2.13109, 0.234659, 1.92511, 2.8579, -2.98596, 1.2501, -0.262269, 0.957983, -0.836789, 0.693349, -0.821278, 0.781185, 0.364413, 1.98093, 0.867207, -1.02603, -0.765208, -0.395133, 0.728412, -0.538477, -1.6482, -0.0918408, 0.63866, -1.20578, 1.77561, 1.44432, -1.06687, 0.437897, 0.0517355, -0.297266},
{-1.53738, 1.38317, 1.16225, -2.73444, -0.658322, -3.09474, 0.85933, -0.0713524, 1.90721, -1.8216, -1.34589, 0.350604, -2.45373, -1.57696, -0.0155752, 1.53549, 1.44775, 0.675489, 0.288581, 0.667675, -0.431908, -1.88513, 0.766644, -0.622529, -0.842334, 0.686143, -0.912177, -1.84439, 1.36237, -1.21848, -0.764545, -0.768474, 2.13284, 0.170382, -3.25639, 0.489752, 1.85417, 0.10283, 2.44591, -0.200406, 0.23788, -1.0678, 2.00445, -0.405212, 0.774767, 2.47098, -2.70138, 1.58156, -1.48499, 0.427759, -0.669422, 1.32499, -0.900174, 0.862692, 0.953509, 1.83912, 0.547849, -1.70118, 0.175484, -1.29809, 1.40689, -0.000337892, -1.02722, -0.836923, -0.113171, -1.45642, 0.341695, 1.87535, -0.985317, 0.128747, 0.290762, -0.703649},
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{-0.000406205, 0.00667817, -0.0142007, -0.100889, -0.0120074, -0.0960242, -0.0909811, -0.00540439, -0.0811999, 0.114741, 0.0960832, -0.0259822},
{0.066359, -0.116207, -0.0299784, -0.0833118, -0.0693702, -0.0743904, -0.0937415, 0.0391525, 0.089799, -0.0624625, 0.0292566, 0.0148204}
}
};
vector<vector<double>> layerBiasesP1 =
{
{-0.201779, 1.45452, 0.780427, -0.906733, 1.505, 2.05734, 0.315224, -0.0964136, -0.224226, -0.239234, -0.92093, 0.514561, -1.23168, -0.310795, -0.166157, 0.500816, 0.607799, -0.154939, -0.00450379, -0.495715, -0.118357, -0.362342, 0.690249, -0.37501, -0.11856, 1.32048, -0.564951, -0.865912, -0.0181197, -0.418603, -0.0595966, -0.532486, 1.54376, 0.405384, 0.0277025, 0.520574, 0.873188, -0.774253, 0.918345, -0.218802, -0.0900684, 3.21347, 0.609309, 0.365401, 2.60869, 3.20128, -1.90025, 0.741552, 2.40918, 0.256118, 4.14411, 0.256805, -0.59046, 0.488222, 0.0421252, 0.556856, 0.504899, -0.339449, -0.157432, 2.03088, 0.555624, 0.107855, -0.678706, -0.353218, 0.263003, -1.6165, -1.36618, -4.8182, 4.84002, 0.0394544, -3.08666, -1.58941},
{1.34802, 0.960159, -0.195409, 1.06655, 1.38375, 2.88482, 2.22267, 2.27339, -3.68292, 1.12445, -0.316988, 0.899112, -3.54586, -0.0884584, 6.58093, -2.41855, -2.61631, -2.11891, 2.02354, -1.54777, 3.07045, 2.2713, 0.371121, 5.23559, -0.201302, -4.42173, -0.0362072, -2.21088, -2.34822, -1.61357, 2.96682, -3.88449, 2.15725, -3.58503, 1.4502, 1.88231, 1.67202, 3.13301, 7.67237, 3.19148, -1.65462, 0.698735, -1.7119, -0.794267, -0.963359, -2.46526, 0.249612, 0.15654, 0.428794, 3.61967, -1.23082, -1.41655, 3.01093, -0.387766, -4.55496, -3.91949},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}
};
vector<int> layerSizesP2 = {36, 44, 44, 12};
vector<vector<vector<double>>> layerWeightsP2 =
{
{
{0.179528, 0.133504, -0.211469, 0.173956, -0.0985725, -0.0210626, 0.0845297, 0.06209, -0.0890006, 0.10221, 0.186194, 0.0870438, -0.403702, -0.0980098, -0.0648201, -0.394497, -0.205985, 0.300345, -0.0712228, -0.0241914, -0.348846, -0.253275, -0.0111999, 0.141735, -0.238621, -0.309521, -0.0131017, -0.00828811, -0.0686603, 0.271935, 0.000815367, 0.090318, 0.153169, 0.504402, 0.630118, -0.13312, 0.297286, -0.472934, 0.208229, -0.0178027, 0.296625, 0.0426666, 0.0543731, 0.0697457},
{0.17636, -0.0310492, -0.168083, -0.0878979, -0.146112, 0.123601, -0.275177, 0.0163084, -0.336571, -0.139938, 0.0839505, 0.0884031, -0.241983, -0.167621, -0.09212, -0.194732, 0.0730752, 0.0838622, -0.110493, -0.256404, -0.202926, -0.316561, 0.024233, 0.167545, -0.187952, -0.245987, 0.119714, -0.0111492, -0.192422, 0.102938, -0.0661635, 0.137783, -0.137416, 0.304964, 0.597622, -0.0545677, 0.196617, -0.370468, 0.256792, 0.0813366, -0.0939483, -0.150568, 0.0137391, 0.0584989},
{0.0745291, -0.178602, -0.0526897, 0.00664064, -0.118059, 0.287887, -0.206144, 0.114198, -0.0814617, -0.070382, 0.20037, -0.131053, -0.0987947, -0.0138069, 0.0273708, -0.0675044, -0.0340672, 0.278624, -0.194484, -0.150954, -0.271317, -0.0750182, 0.0999414, -0.216416, 0.227277, -0.247449, 0.221165, 0.131763, -0.1761, 0.0981255, -0.0659979, 0.193419, -0.190081, 0.374584, 0.719213, -0.0205273, 0.278125, -0.29085, -0.162353, -0.165364, 0.155257, -0.0343906, -0.0273043, 0.156726},
{0.224999, 0.0530469, 0.158003, -0.176545, -0.177073, 0.313747, 0.0329624, 0.173934, -0.252007, -0.14842, 0.129266, -0.148345, -0.370921, -0.0926262, -0.192232, -0.119656, 0.0782474, 0.266908, -0.126877, 0.0420937, -0.29751, -0.2638, -0.0338441, -0.12347, 0.021772, -0.276481, 0.106693, -0.0966711, 0.111866, 0.266624, -0.0969313, 0.262706, -0.00171748, 0.2492, 0.361764, -0.0405356, 0.406791, -0.526687, 0.100861, -0.20146, 0.0945475, -0.288808, 0.0539869, -0.00761663},
{0.160169, -0.144537, -0.194982, -0.059233, -0.0230032, 0.0892097, 0.0696006, 0.0331773, -0.17294, -0.152343, 0.180642, 0.0377761, -0.132152, -0.096922, -0.0415853, -0.0829439, 0.164663, 0.131853, -0.183957, -0.198709, 0.061753, -0.184048, 0.011863, 0.0397161, 0.14462, -0.0823819, 0.157537, 0.0914525, 0.00342374, 0.0372409, 0.122653, 0.223301, -0.142178, 0.254688, 0.703153, 0.0369808, -0.10373, -0.2683, 0.129748, 0.124361, -0.192169, 0.0142727, 0.0479111, -0.0995946},
{-0.109333, 0.00661538, -0.222416, -0.00897168, 0.020008, -0.189806, 0.0148028, -0.176625, 0.0739502, 0.165832, 0.0341502, -0.0538166, 0.154639, -0.0709519, -0.234099, 0.0735617, 0.0352336, 0.087315, 0.0942848, -0.338372, 0.00613393, 0.0955035, -0.0794165, 0.0220359, -0.173471, -0.0616154, -0.0570578, 0.177285, -0.0885522, -0.138632, -0.0762401, 0.121986, -0.240579, 0.186212, 0.682528, -0.290101, -0.155652, -0.267703, 0.0668067, -0.100015, -0.462842, -0.0717744, -0.173094, -0.0657827},
{-0.355549, 0.00624132, -0.252591, 0.0312947, -0.00431128, -0.482586, -0.137083, 0.034818, 0.0285547, 0.134294, 0.0369943, 0.0484638, 0.348601, 0.00171648, -0.392375, 0.380621, -0.1282, -0.212888, 0.192327, -0.106782, 0.0562147, -0.126961, -0.255168, 0.0254038, 0.0205162, 0.110538, -0.0476548, -0.00253394, -0.0594173, -0.256394, -0.027629, 0.10598, -0.24884, 0.16573, 0.463452, -0.165834, -0.413824, 0.0526391, 0.0874044, -0.077381, -0.644899, -0.130732, -0.0026106, -0.284493},
{-0.0494369, 0.0765173, -0.12216, 0.0397083, 0.0147028, -0.19418, -0.0457874, -0.0947003, -0.0581257, 0.104133, 0.0811479, 0.135302, 0.229072, -0.118364, -0.0319141, 0.281058, -0.114113, -0.053201, 0.207625, 0.00199013, 0.176692, -0.185027, -0.181651, 0.263503, -0.190954, -0.179989, 0.176436, 0.0756629, -0.0516688, -0.0550313, -0.0314473, -0.0800174, -0.248455, 0.0275177, 0.174432, -0.153239, -0.299877, 0.0484172, 0.287258, 0.138614, -0.362509, -0.050118, -0.0197029, -0.164451},
{-0.0989445, 0.171933, -0.176987, -0.142902, 0.0639563, -0.232187, 0.0949798, 0.153214, -0.00801009, -0.108442, -0.0415552, 0.15807, 0.292847, -0.0110572, -0.0220228, -0.0816418, 0.0573793, 0.0167371, -0.00224281, 0.00979, 0.00702691, 0.0428758, 0.0526523, 0.0904404, -0.239659, -0.0604066, -0.125984, 0.114246, -0.0211646, -0.00789645, -0.0830063, -0.117444, -0.0431524, -0.0613232, 0.0685069, -0.0693857, -0.168885, 0.141086, 0.0728419, 0.0347583, -0.0435447, 0.0637074, 0.0350409, 0.115943},
{-0.0927759, -0.00633638, -0.226494, 0.141039, -0.0213623, -0.123036, -0.0548099, -0.0302137, 0.153591, -0.0626391, 0.124086, 0.0580916, 0.191247, -0.253776, -0.173534, 0.0635005, 0.0423598, -0.130171, -0.0429851, 0.139792, 0.110545, -0.179703, -0.0693781, 0.183443, -0.00813966, -0.129502, -0.0482706, -0.0574087, 0.0277473, 0.044161, -0.0206511, -0.0574891, -0.0819905, -0.0209739, 0.376907, -0.0958077, -0.213749, 0.192046, 0.0581241, -0.155341, -0.249133, -0.0475165, -0.0629454, -0.0399118},
{0.0185101, 0.10129, -0.0742731, -0.010733, -0.0984746, -0.209638, 0.14104, 0.271082, 0.0708322, -0.162653, 0.221621, 0.177091, 0.578058, -0.00625341, -0.0990198, 0.192696, 0.0410666, -0.303441, 0.120537, 0.018942, -0.0827558, -0.232441, 0.0713995, 0.03427, -0.261496, -0.0459215, 0.0387352, -0.00888966, 0.0430031, -0.0709296, -0.0231438, -0.01162, -0.0683072, 0.0718029, 0.286262, 0.0311924, -0.233237, 0.561224, 0.0610491, -0.0402691, -0.341277, -0.0608401, 0.185082, -0.145099},
{0.236976, 0.210644, -0.329355, -0.0146078, 0.071267, -0.153469, 0.16935, 0.149769, 0.097236, -0.132004, 0.149962, -0.080443, 0.340947, 0.0257271, -0.147891, -0.145982, -0.0617868, -0.0875839, 0.0134396, 0.181097, -0.0701295, -0.271799, -0.0806312, 0.217802, -0.288797, 0.0620712, -0.0601964, 0.14259, -0.114141, 0.127139, 0.221642, -0.0314108, 0.0623449, -0.0442636, 0.398447, 0.00182925, -0.118583, 0.419665, 0.134116, -0.0785599, -0.317629, -0.0209885, 0.029439, 0.00207905},
{0.11462, 0.173653, -0.318989, -0.09344, 0.0974194, -0.393777, 0.00576071, 0.314639, -0.1421, -0.0107451, -0.0180465, 0.0660026, 0.467963, -0.187538, 0.0195988, -0.178397, -0.214766, 0.0422375, 0.136671, -0.113985, 0.0892413, -0.207791, -0.208061, 0.230131, -0.334429, 0.172633, 0.0408861, 0.119951, -0.302078, -0.132927, 0.16571, 0.132528, -0.27482, -0.0423249, 0.378952, -0.10655, -0.354767, 0.505755, 0.0622944, -0.0806619, -0.248818, 0.0101125, -0.194614, -0.0885528},
{0.332303, 0.016958, -0.0268419, 0.0530675, 0.174412, -0.207776, 0.194719, 0.162798, 0.0301576, -0.216321, 0.2326, -0.157631, 0.156062, 0.00158028, -0.00367166, -0.434408, -0.248992, -0.0150428, 0.119758, 0.104219, -0.166962, -0.0993713, -0.151583, 0.0384795, 0.0101099, -0.172918, 0.0051429, -0.264248, -0.0159649, 0.0751927, 0.231746, -0.0613569, -0.210631, -0.108434, 0.259926, 0.338307, -0.111643, 0.114732, 0.325507, 0.00954024, -0.055309, -0.208541, 0.0135576, -0.0655904},
{0.496037, 0.0305977, -0.25943, -0.0914686, 0.0464167, 0.16537, 0.370957, 0.512294, -0.159793, -0.00872799, 0.113314, 0.091349, 0.0379356, -0.12329, 0.0696201, -0.382993, -0.29898, 0.0464273, 0.181632, 0.28133, -0.0704244, -0.275585, -0.132356, 0.175609, -0.307032, -0.0890618, 0.16299, -0.164031, -0.103134, 0.506457, 0.142249, -0.217917, -0.225074, -0.0266576, 0.0783962, 0.34404, 0.0165999, -0.197651, 0.243389, 0.0596328, 0.304784, -0.0514705, -0.0774578, 0.0344345},
{0.538375, -0.0730054, -0.222878, -0.081157, 0.29461, 0.098013, 0.368928, 0.279306, -0.322083, -0.217433, 0.169869, -0.193308, 0.0323436, -0.414484, 0.0387043, -0.579067, -0.335917, 0.314758, -0.050944, 0.0749083, -0.266645, -0.162399, -0.0971842, 0.461373, -0.299697, 0.020939, -0.0076226, -0.198836, -0.184752, 0.301054, 0.0635516, -0.19234, 0.0377723, 0.278351, 0.13384, 0.345735, 0.382638, -0.308082, 0.311523, -0.109907, 0.301724, -0.279582, -0.0122287, 0.104669},
{-0.149736, 0.0252895, -0.208829, 0.0563929, 0.0106109, -0.328307, 0.123241, -0.171905, -0.183121, 0.189065, 0.316613, -0.0115917, 0.235457, -0.216299, 0.0570802, 0.186522, 0.0867198, 0.0620708, 0.0259439, 0.113443, 0.209663, 0.0428481, 0.0742887, 0.115677, -0.124997, -0.057672, -0.0481339, -0.0910864, -0.191981, -0.0425759, -0.0978618, 0.152654, -0.273226, -0.0724365, 0.444922, -0.123964, -0.0046627, 0.363841, 0.0653247, 0.165548, -0.148477, 0.162783, -0.0295175, 0.0406152},
{-0.38458, -0.108741, 0.186262, -0.132157, -0.207669, -0.238589, 0.121794, -0.478328, 0.308432, 0.0929408, 0.509495, 0.172571, 0.22794, -0.0122405, 0.202537, 0.443595, 0.338444, -0.179984, 0.0110363, -0.185491, 0.397509, 0.382853, 0.293352, 0.0546686, 0.199642, -0.103147, 0.201238, 0.0824243, 0.0471102, -0.507994, -0.0813305, -0.0811659, -0.153633, -0.397728, 0.805543, -0.165166, -0.277514, 0.817334, -0.145503, -0.119404, -0.615458, 0.111952, 0.0193646, 0.146055},
{-0.349001, 0.0741461, 0.420136, 0.0923806, -0.198644, -0.184702, -0.0170108, -0.657777, 0.320016, 0.256849, 0.339454, 0.269863, 0.227058, 0.094625, 0.393629, 0.718075, 0.461781, -0.343779, 0.0166308, -0.0682535, 0.482498, 0.365674, 0.306039, -0.294859, 0.316678, -0.153825, 0.376203, 0.04183, 0.440696, -0.447188, -0.150419, -0.241278, -0.215151, -0.56305, 0.985469, -0.477521, -0.141169, 0.985283, -0.36024, -0.16495, -0.701174, 0.0483494, 0.352477, 0.262489},
{-0.422727, 0.178294, 0.774176, 0.0262334, -0.163243, -0.199472, 0.117292, -0.584432, 0.384717, 0.168906, 0.526801, 0.252377, 0.0521303, 0.0683798, 0.487092, 0.371133, 0.690135, -0.171765, 0.0225552, -0.0502314, 0.350137, 0.568298, 0.424446, -0.558881, 0.628269, -0.408477, 0.407174, 0.294584, 0.530245, -0.387886, -0.0448648, -0.121217, -0.319329, -0.739203, 1.2038, -0.11443, -0.249414, 0.899926, -0.339394, -0.240345, -0.499795, -0.00906004, 0.287948, 0.366636},
{0.105072, 0.254828, 0.558205, 0.197502, -0.103537, 0.0857195, 0.15347, -0.369231, 0.21213, 0.0284964, 0.199792, 0.272474, 0.0451985, -0.139556, 0.612956, 0.178854, 0.630117, 0.124989, -0.185794, 0.309184, 0.408465, 0.434392, 0.395397, -0.410312, 0.590326, -0.559375, 0.36635, 0.085355, 0.397347, -0.30446, 0.0599258, -0.16321, -0.121844, -0.695483, 0.859983, 0.0120875, -0.0243181, 0.161494, -0.4447, -0.112329, -0.085816, -0.239706, 0.160347, 0.377468},
{0.143047, 0.216136, 0.643678, 0.330803, -0.0596694, 0.0719742, 0.271579, -0.130221, 0.141782, -0.146429, 0.0680924, 0.057349, -0.0895684, -0.23492, 0.626792, -0.188553, 0.178812, 0.299295, -0.0613966, 0.230639, 0.0858966, 0.23072, 0.170411, -0.444417, 0.443575, -0.277081, 0.482616, 0.154226, 0.504923, 0.108842, -0.0431839, -0.152727, -0.286674, -0.435489, 0.794383, 0.0161492, -0.0246881, -0.525472, -0.388812, -0.236721, 0.342963, -0.469455, 0.24167, 0.380362},
{0.0862358, -0.0293774, 0.398368, 0.311707, 0.0668121, 0.0303698, 0.397512, 0.142021, 0.129892, -0.0401757, 0.0176775, -0.0548153, -0.111233, -0.313187, 0.18751, -0.334443, 0.229289, 0.512108, -0.164563, 0.264629, 0.0564007, -0.137434, 0.141631, -0.284161, 0.274428, -0.411704, 0.176754, -0.124038, 0.232399, 0.204167, -0.0416854, -0.245074, -0.10489, 0.0289626, 0.564861, 0.176241, 0.255067, -0.911175, -0.291705, -0.236562, 0.589356, -0.365731, 0.12539, 0.303466},
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{-0.0764816, 0.141854, 0.715879, 0.257111, -0.203008, -0.474211, -0.0602878, 0.244933, 0.167928, 0.00462515, 0.119492, 0.179319, -0.0569276, 0.0678846, 0.471956, -0.0156341, -0.0909125, -0.0635784, -0.0243824, 0.673087, 0.135252, -0.0340226, -0.14341, 0.0921966, -0.118957, 0.0563858, -0.458401, 0.0346497, 0.257786, -0.127031, 0.00857605, 0.116753, 0.0240996, -0.0472154, -0.0394833, 0.346053, 0.0212408, -0.0836259, 0.139776, 0.108092, -0.150491, 0.145937, 0.268319, -0.338008},
{-0.262278, -0.28435, 0.160455, 0.344913, -0.307455, 0.245501, 0.0720328, -0.0767582, -0.0431977, -0.0598433, 0.21495, 0.137888, 0.273519, 0.333488, 0.0412278, -0.151852, -0.301602, -0.0651676, 0.0864045, -0.10952, 0.0672012, 0.202111, -0.315651, 0.00639189, -0.373225, 0.161616, -0.120143, -0.230005, -0.12215, -0.163635, 0.248574, -0.18696, -0.108529, -0.145974, -0.177571, -0.129525, -0.132907, -0.269978, 0.269967, -0.0753714, -0.266012, 0.315765, 0.0328872, -0.14212},
{-0.144012, -0.245153, -0.243349, 0.364921, -0.218569, 0.0906893, 0.114543, -0.0297256, -0.27401, -0.161378, 0.100068, 0.359953, 0.247012, 0.302893, -0.281607, -0.171301, -0.279618, -0.0381018, 0.353512, -0.360624, 0.336117, 0.0714287, -0.0607541, 0.112862, -0.235634, 0.0643589, 0.215059, -0.294064, -0.0739135, -0.231653, 0.146276, -0.231419, -0.271991, -0.155008, -0.217638, -0.152164, -0.184664, -0.32054, 0.363526, 0.0655598, 0.000935832, 0.325773, -0.032961, -0.1496}
},
{
{-0.111096, 0.117159, -0.110019, 0.0390674, 0.0318516, 0.0720488, 0.0733499, -0.0806218, -0.0176947, 0.119898, 0.0301911, -0.0920578},
{-0.0124675, -0.0583962, -0.0134754, -0.0863689, -0.10541, 0.0109348, -0.0990829, -0.00919655, 0.000685856, 0.120972, -0.105895, 0.00695661},
{-0.084737, 0.00400217, -0.014382, -0.0335211, -0.0470908, -0.113818, 0.132582, 0.143893, -0.141211, -0.0992587, 0.149369, 0.0662706},
{0.0539297, 0.104317, 0.130155, 0.13494, 0.00687678, -0.0939884, -0.0738831, -0.140431, 0.00665238, -0.141287, -0.029325, 0.101634},
{0.131065, 0.102969, -0.0858558, -0.0695844, -0.146248, 0.0344101, -0.113414, -0.141216, -0.140185, 0.00669797, 0.0963411, 0.0482079},
{0.00585426, -0.0255095, 0.123295, -0.0651159, 0.0431098, -0.112785, -0.102489, 0.0276149, -0.11844, -0.0671773, -0.0379152, 0.0431242},
{-0.140332, -0.00967328, 0.108803, 0.0855886, 0.125986, 0.136895, -0.119041, -0.0513839, 0.0156272, 0.0261899, -0.00609698, 0.0105156},
{0.00895495, -0.0969878, 0.00179576, -0.0656825, 0.141736, 0.101941, -0.03963, 0.0110137, 0.0335011, 0.09404, 0.04417, -0.0532382},
{-0.148435, 0.0216047, 0.0957484, -0.147344, 0.103712, -0.07266, -0.0520929, -0.0290714, 0.0820202, 0.132626, 0.0901624, -0.017376},
{-0.130602, -0.14079, -0.0113836, 0.145701, -0.0133414, -0.0228136, 0.0231488, 0.140779, -0.00401578, 0.0240795, -0.0429136, -0.0673373},
{0.0563141, -0.000458261, 0.0400222, 0.096401, -0.144097, 0.119976, 0.077864, 0.11081, 0.0593965, 0.114811, -0.0499584, -0.115407},
{0.129781, 0.0748631, 0.0978999, -0.0307108, 0.0623978, 0.0785791, 0.0602393, -0.106014, -0.00396502, -0.0936046, -0.107067, 0.101421},
{0.00811933, 0.117812, 0.0609676, -0.0974242, -0.0191042, -0.0145174, 0.13123, 0.0420679, 0.0634531, 0.0660067, 0.0503091, -0.050374},
{0.0464083, 0.103129, 0.137011, -0.103198, 0.0758934, 0.0499012, -0.0415834, 0.130227, -0.0673435, -0.128785, -0.0558704, 0.0108412},
{0.0606612, -0.0866087, -0.0635236, -0.0732164, 0.0589995, -0.0875703, -0.0135462, 0.0950987, -0.0663012, 0.114291, 0.0308294, 0.129617},
{0.0790557, -0.11143, 0.00435222, -0.120111, 0.0765425, 0.0141634, -0.0782601, 0.021952, 0.00919295, -0.123664, 0.126885, -0.0774195},
{-0.136445, -0.0679642, -0.0259214, 0.0406188, -0.149473, -0.0976974, -0.0236449, 0.134248, -0.0797791, -0.0250868, 0.00498443, 0.0291631},
{-0.0517893, -0.0258416, 0.113539, 0.0888764, -0.12666, -0.0205304, -0.0633878, -0.103897, 0.0293902, 0.0526719, -0.0711164, -0.0762903},
{0.0773107, 0.063263, 0.0692715, 0.0762644, 0.1216, 0.0565076, -0.0855128, -0.0471523, 0.126711, 0.0943872, 0.100599, -0.0916058},
{-0.0406019, -0.0784198, 0.0650186, 0.0402306, 0.0743766, 0.10137, 0.0082732, -0.121648, 0.0968386, 0.0812151, 0.0405893, 0.101307},
{0.145494, -0.0550139, 0.0622728, 0.0296134, -0.148844, 0.142719, 0.109642, -0.144, -0.0813267, 0.119556, -0.0126496, 0.037159},
{0.0763897, 0.0458474, -0.144999, -0.0546405, 0.00557145, -0.126528, 0.0637891, 0.107602, 0.12046, -0.00407924, -0.103758, 0.0517539},
{-0.12884, 0.0546779, 0.00753399, -0.115347, 0.0132733, 0.0812384, -0.0353306, 0.0526212, 0.0456834, -0.0369398, 0.0500428, 0.111946},
{0.115994, -0.0338521, -0.131099, 0.00787646, -0.0856817, -0.075331, -0.012132, 0.059838, 0.13144, 0.0565569, 0.0889099, -0.115899},
{-0.0191727, -0.106273, -0.00333376, 0.0265297, 0.0382501, 0.0811409, 0.0890522, -0.0928704, 0.108172, -0.127593, -0.0637231, 0.0530857},
{-0.00671413, 0.104195, 0.0548899, 0.0612036, 0.0631123, 0.0751522, -0.149782, -0.0464714, 0.136413, -0.00674156, -0.0540877, -0.0137045},
{-0.0678681, 0.137311, 0.12562, -0.102005, -0.0662454, 0.0547743, 0.0496556, -0.10833, -0.113685, -0.0789901, 0.0660778, -0.141026},
{-0.100552, -0.106086, 0.117595, 0.108612, -0.0386207, -0.13979, -0.0944259, -0.0839237, 0.0610474, 0.143483, -0.0808366, 0.107061},
{0.119898, -0.0275079, -0.108787, 0.0171366, -0.0572362, -0.0839205, -0.110341, 0.0259347, -0.118271, 0.0546335, -0.0381836, 0.0486716},
{-0.132495, 0.0195677, 0.147548, -0.0554759, -0.11946, 0.0460172, 0.134487, -0.142814, -0.120645, -0.0414879, -0.128489, -0.132677},
{0.0013637, -0.00346299, -0.0162745, 0.00860763, 0.083181, -0.0387545, 0.0319606, 0.0790997, -0.046862, 0.0887281, 0.0199548, -0.0664853},
{-0.0545636, 0.139025, 0.00441999, 0.0265689, -0.134088, -0.080295, -0.045983, -0.127442, 0.0776757, -0.128591, -0.0233513, -0.097563},
{-0.0018161, -0.0905266, -0.0181734, -0.0208502, -0.102431, -0.100727, 0.00291207, 0.128294, -0.0510283, -0.00486252, -0.0623997, 0.119774},
{-0.123399, 0.0389761, 0.0924584, -0.0391283, -0.0612001, -0.102587, 0.100807, -0.0209713, 0.0220655, -0.000103319, -0.0429576, 0.0283901},
{-0.128519, 0.0456047, -0.0869803, -0.0160205, -0.00669225, 0.0488429, -0.0514275, 0.0998774, -0.0897051, 0.130507, 0.0269609, 0.057568},
{-0.0349325, 0.0913799, -0.104442, -0.0338202, 0.00602676, 0.135426, 0.0397281, 0.0306449, 0.143021, -0.106676, -0.0111382, 0.0209068},
{0.124771, -0.00710608, 0.035081, -0.127158, -0.105435, 0.0364966, -0.138267, 0.00583021, -0.00246011, -0.126538, 0.134007, -0.0197481},
{-0.01072, -0.0894734, -0.150491, -0.0741952, 0.100609, -0.145345, 0.0805231, -0.102086, 0.0919345, -0.0276855, -0.135535, -0.0895011},
{-0.135655, 0.121109, 0.0685441, 0.0531374, 0.0234503, 0.0668968, 0.00582014, 0.0224205, -0.102641, 0.139648, 0.0289231, -0.0686111},
{0.0814697, -0.107935, -0.0248072, 0.068928, -0.0509027, -0.134566, -0.0842677, 0.00947569, -0.105755, -0.0910323, 0.109802, -0.0770964},
{-0.112957, -0.0270416, 0.0544415, 0.134098, 0.146801, 0.00578144, -0.123923, 0.0503673, -0.035998, -0.0915668, -0.119224, -0.00694933},
{0.0568214, 0.116277, 0.101434, 0.132714, -0.150256, -0.13105, 0.0622504, 0.0146945, -0.0228746, 0.0228181, 0.100517, 0.139128},
{0.0390588, -0.101851, 0.0991092, -0.0119295, -0.141905, 0.143875, -0.0718265, 0.0506435, 0.045617, 0.0258319, 0.0478178, -0.0852041},
{0.0679643, -0.0406018, -0.126111, 0.0486505, -0.00312013, -0.0515415, -0.036674, 0.021583, -0.132622, -0.0397384, -0.145052, 0.0851693}
}
};
vector<vector<double>> layerBiasesP2 =
{
{0.0251632, 0.590485, 0.653258, 0.827262, -0.114634, 1.13306, -0.0491741, -0.174319, 0.395135, -0.118932, 0.509103, 0.210691, -1.12786, -0.220042, 1.06088, 0.0183578, 0.435227, -0.660826, -0.174273, 0.251713, 0.404239, 0.256978, 0.517777, -0.787901, 0.509192, -0.623233, 0.261611, 0.184177, 0.670265, -0.0108055, -0.441461, -0.243986, -0.195975, -0.455688, 0.579326, 0.0453845, 0.668809, 0.632508, -0.892751, -0.239297, -0.389717, 0.670887, 0.816104, 0.448501},
{-0.565682, -0.542388, 0.0136412, 0.773534, -0.544516, 0.240821, 0.203226, -0.13857, -0.450847, -0.172087, 0.745905, 0.639692, 0.632888, 0.697592, 0.0550458, -0.366629, -0.664171, -0.403013, 0.690519, 0.237397, 0.525805, 0.450864, -0.430951, -0.164473, -0.480935, 0.442029, -0.174654, -0.60354, -0.154668, -0.60918, 0.590502, -0.208449, -0.440023, -0.436195, -0.400117, -0.201724, -0.43612, -0.681776, 0.506779, -0.180445, -0.250861, 0.766788, 0.148652, -0.118952},
{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] < 0.4) cout << "? ";
else cout << to_celcius(inputsP1[i]) << " ";
}
cout << "\n";
}
}
