Säähavainnot

#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, 66, 66, 32, 12};
vector<vector<vector<double>>> layerWeightsP1 =
{
{
{-0.71241, -6.1628, -6.2002, 9.5626, -4.6721, -1.0862, -0.51206, -4.2489, -8.7658, -2.2546, 3.1316, 7.7645, 2.9951, -0.35401, -3.154, 6.2834, 2.4925, 4.7227, -6.9187, 7.7997, -0.77103, 6.1495, 4.9086, 0.92711, 0.26695, 1.3893, 2.9747, 2.2223, -0.49972, 13.378, 2.2004, -11.077, -2.3853, 7.3605, -3.0858, 4.6819, -3.8733, 3.1403, -10.027, 0.28776, 7.8903, -10.366, 0.37176, 4.7641, 1.9101, -3.2955, 3.0724, 7.2523, 1.3404, 0.1203, 5.0281, -6.2505, -1.3651, -6.6183, 10.966, -5.0646, -6.2297, 6.2469, -0.28975, -1.2393, 3.6095, -0.062264, 1.6247, 4.1007, -7.6656, 0.29669},
{0.52483, -5.6037, -4.1273, 9.269, -5.1244, -0.67792, -1.1086, -3.7413, -6.4138, -4.5954, 1.3569, 6.3883, -0.15994, -1.8151, -2.9748, 4.9249, 1.6989, 4.4688, -5.3772, 7.157, -0.29911, 4.0062, 4.2251, 1.364, -0.16252, 0.78649, 3.1404, 1.6867, 0.3058, 11.036, 2.2092, -9.0241, -2.8506, 6.407, -1.9686, 4.9214, -4.4713, 3.2583, -8.8984, 0.88984, 6.3016, -9.6295, 1.7291, 1.4723, 1.7202, -4.3564, 1.7237, 6.0804, 0.53006, -1.1076, 4.1509, -6.4291, -3.3991, -6.91, 9.5723, -3.8396, -6.4573, 6.504, 0.18758, -3.1161, 3.7154, -2.9382, 0.75021, 4.2898, -7.059, 0.23209},
{1.5634, -3.3536, -2.4996, 6.8625, -5.8623, -0.059697, -1.569, -3.511, -3.3376, -7.1197, 2.4902, 7.4165, -2.6167, -2.4535, -2.1916, 5.3018, -0.62325, 4.7252, -4.7966, 6.3942, -1.2624, 3.055, 2.5525, 0.50775, -0.50322, 1.24, 2.8922, 1.5511, 1.0407, 8.5964, 1.6307, -9.2494, -3.0996, 4.9945, -0.193, 7.0726, -1.5076, 2.7928, -7.9747, 2.6459, 3.4171, -9.6167, 2.2786, 1.1563, 1.5371, -3.2459, 1.1115, 4.0437, 1.1623, -1.4409, 3.1649, -6.0366, -2.3695, -7.1205, 8.8603, -4.9854, -4.6336, 6.3655, 0.61378, -3.3243, 2.2155, -0.66903, -0.29322, 4.5114, -6.4071, -0.024673},
{0.81476, -3.5269, -0.91436, 5.6579, -5.4052, 2.464, -1.9655, -4.2982, -0.89933, -5.0993, -0.088329, 7.7457, -3.634, -0.06925, -2.0775, 4.4856, 0.49061, 2.4044, -4.687, 3.6583, 0.2777, 3.5277, 1.3243, -0.92816, -0.1696, -0.96011, 3.8292, 1.7594, 1.448, 6.0145, -0.47489, -6.6462, -3.9143, 2.4276, 0.83183, 6.1767, 0.18536, 2.2813, -5.3304, -0.86316, 2.2551, -9.1263, -0.52459, 0.23099, 2.3667, -2.5226, 0.50303, 2.3397, 1.7783, -0.81631, 4.4163, -4.9077, -2.003, -6.9169, 6.4956, -4.2603, -1.4415, 5.8343, -0.11359, -3.2456, 0.98886, -1.3002, -1.3793, 4.7432, -7.5751, 0.34274},
{0.18336, -2.0457, -2.1295, 4.3365, -2.7691, 3.254, -1.3069, -4.7881, -0.58804, -4.1368, -2.8724, 7.5231, -6.5888, -1.6958, -0.16048, 7.5598, -0.3457, 3.2358, -4.6884, 4.0875, 0.94122, 2.3325, 0.57518, -1.1755, -1.2079, -0.0032356, 5.1563, 3.8263, -0.86163, 5.9709, -2.1341, -3.9805, -4.6022, -0.15674, 0.74245, 5.5005, 0.26447, 1.4134, -3.2032, -2.5642, -0.66885, -5.9689, -1.5804, 1.3257, 2.7488, -2.0898, 3.08, 1.974, 2.9336, -0.48704, 5.5392, -4.1212, -3.5217, -6.8394, 4.5654, -3.9674, 0.39946, 4.0631, -1.2551, -4.8511, 0.90433, 0.72298, -2.4944, 4.5669, -8.5576, 0.85976},
{0.72762, -2.588, -3.3002, 3.2864, 0.95997, 4.0184, 2.1139, -3.9447, 0.29118, -2.8984, -6.0256, 4.0379, -5.9672, 0.17835, -1.1209, 7.7517, 0.66952, 2.4101, -4.407, 0.8781, 1.6435, -0.10799, 0.92136, 0.048002, -2.9624, 0.56399, 5.5663, 3.4708, -1.6991, 4.333, -4.51, 0.054355, -4.478, -0.43253, 1.3096, 4.169, 0.48389, -0.25299, -0.59069, -1.0254, -0.88858, -2.4567, -4.9779, 0.24954, -0.46877, 0.61514, 2.4109, 1.5122, 3.4724, 0.38087, 4.806, -1.4115, -3.7614, -5.4164, -0.72714, -4.0302, 0.029828, 2.0347, -2.8965, -4.8494, 0.47696, 1.1976, -2.6349, 4.4726, -6.3249, 1.2778},
{0.47179, -2.0134, -2.68, 2.0679, 2.8082, 4.3955, 1.1743, -3.5204, 1.6165, -0.86027, -6.3184, 1.5037, -3.4575, 2.5203, -2.8095, 8.247, 1.986, 1.8176, -2.6633, -2.3663, 1.8838, -0.38632, 1.3876, 0.16695, -1.5368, 2.0579, 5.4239, 3.5761, -0.6264, 3.7521, -5.3031, 0.27396, -4.8762, 0.5549, 1.1956, 3.2179, 0.90082, -1.1362, 1.9881, -3.1303, 0.18268, -0.60993, -8.1455, -0.63695, -1.0426, 0.71954, 2.1145, 1.4839, 3.3259, 0.16585, 2.8222, 0.58809, -2.7465, -4.3603, -3.6401, -3.5896, -0.42346, 0.31465, -3.6963, -6.1211, 1.0341, 0.41673, -1.6995, 1.8493, -4.1698, 0.80187},
{0.28296, -1.3912, -2.7666, 0.54749, 2.5549, 4.824, 0.72641, -3.6959, 1.6096, 0.77252, -6.5567, 1.8633, -1.5434, 2.8976, -3.8762, 6.7243, 0.62049, 0.7885, -1.4632, -3.3994, 4.5432, 1.9813, 1.5013, 0.87554, -0.95317, 1.13, 4.0713, 1.5718, -0.087675, 1.0988, -3.6341, 1.513, -1.6454, 0.44009, 1.0135, 1.3582, 1.6561, -0.033214, 2.3952, -3.624, -1.3119, -0.9251, -7.3983, 0.21749, -1.9612, 2.6128, 0.76865, 2.1356, 3.831, -0.26819, -0.14091, 0.69768, -1.0044, -0.66306, -5.2077, -3.8531, 0.83036, -0.41296, -4.6065, -5.4816, 2.0855, -0.8357, -2.1506, 1.5947, -3.8061, 1.1266},
{0.51775, -1.1957, -2.8221, 1.1126, 1.8356, 5.3766, 0.04395, -4.7765, 2.139, 0.29512, -5.2088, -0.012233, -0.64886, 4.2315, -2.6154, 3.1734, -0.53312, -2.1073, -0.26612, -4.3236, 5.4013, 0.0094646, 2.6669, 1.9016, 0.922, 1.9745, 3.6034, 0.80542, -1.7224, 1.6391, -4.6555, 2.833, -1.9257, 0.43509, 1.8502, 0.83474, 1.9296, 0.95392, 1.2409, -6.2578, -1.6548, -1.1719, -5.7081, -1.3672, -3.3393, 5.1007, -0.48598, 2.9101, 4.417, 0.094293, -2.6317, 0.35377, -1.8992, 0.51756, -3.2959, -3.4027, 0.053182, -1.1373, -4.0602, -4.0989, 2.0256, -1.4526, -1.7601, 0.71265, -1.0126, 0.93511},
{0.57805, -2.9492, -4.2463, 2.1578, 0.2877, 6.4201, -0.52458, -4.9241, 3.2362, -0.22753, -4.7227, -0.61006, 0.42464, 4.8742, -2.9927, 1.2552, -0.93337, -3.4919, 2.288, -4.7674, 4.5877, 0.022649, 2.2717, 1.0265, 0.51185, 1.1121, 3.9715, -0.85256, -2.4977, -0.43691, -3.5964, 3.8087, -2.8291, -1.8122, 0.67283, -2.22, 5.4906, 0.060508, -0.017327, -5.7951, -2.7965, -1.1905, -6.4496, -2.1717, -3.011, 7.0792, 1.9403, 3.1257, 4.6688, -3.0928, -4.0489, 0.043208, -0.93891, 0.096969, -2.5861, -3.0291, -1.1307, -1.7189, -5.1043, -4.1271, -0.94276, -3.1819, -1.5709, 0.83282, 0.6445, 0.88702},
{2.4712, -2.3149, -1.8298, 0.27532, 0.75872, 6.8613, -1.1577, -5.344, 1.8005, -0.11971, -4.1707, -0.58027, 2.1119, 3.0633, -1.8684, -0.81196, 0.39577, -5.3585, 2.5504, -5.3765, 5.485, 1.3841, 3.907, -0.34212, -1.3298, 1.3515, 3.5768, -2.3889, -2.4933, -1.6334, -2.2411, 4.0881, -3.1466, -0.5839, 1.0971, -3.9779, 5.6865, -0.41612, 0.0082789, -4.5562, -3.6855, -1.0599, -5.2723, -3.1713, -1.6594, 5.6147, 2.5285, 2.0661, 5.4027, -2.9743, -4.6786, 1.2743, -0.29577, 0.42701, -3.287, -1.5202, -4.3161, -2.7641, -1.4766, -3.1988, -0.51502, -3.7874, 0.69769, 0.68565, 0.16014, -0.23365},
{2.9609, -2.4179, 0.49744, -1.8072, 0.72842, 5.3039, -1.1796, -4.9503, 2.2393, -0.4872, -3.4116, 0.12449, 2.6162, 3.2809, -2.4065, -2.5096, -0.22271, -5.6079, 1.9562, -4.261, 5.6988, 1.8193, 2.4306, 0.93126, -1.5265, 0.7028, 3.5383, -1.5856, -2.3536, -2.3753, -3.0351, 3.5537, -2.7447, -0.96525, -0.87128, -3.9521, 4.9538, -1.3705, 0.46333, -3.5949, -4.8882, -1.2034, -5.0521, -4.03, -1.9656, 5.9378, 2.433, 1.3208, 2.8832, -3.0076, -4.7954, 1.7175, -0.084626, 1.8935, -3.2181, -1.9696, -3.7933, -5.1077, -0.74776, -2.8399, -0.97312, -4.2277, 2.0318, 0.57473, -0.061564, 1.0072},
{1.8992, -2.8528, 3.4466, -3.2027, 1.6004, 3.5429, -1.5157, -2.734, 1.5046, -0.13085, -2.958, -0.79908, 3.8789, 3.6609, -1.096, -3.664, 1.1611, -6.5346, 1.7166, -4.0426, 5.6155, 1.268, 2.5266, 1.1715, -2.5476, 0.33623, 2.1935, -2.6377, -2.7751, -1.3933, -2.8987, 4.9759, -3.6563, -1.2463, -1.7773, -4.6407, 3.7395, -1.454, 0.55426, -1.7152, -5.3026, -1.8012, -5.3217, -5.1698, -2.2271, 5.0441, 2.4327, -1.1504, -0.29688, -4.081, -5.8536, 1.127, 1.2575, 2.1424, -3.5904, -2.4145, -3.4132, -6.399, 2.3405, -0.41144, -1.888, -2.9882, 3.5937, 1.9981, 0.0592, 0.81066},
{1.8258, -1.1582, 5.1171, -4.0917, 2.123, 2.2461, -1.8702, -1.0636, 0.80173, -0.88741, -2.1726, -2.7099, 4.2612, 2.2653, 1.0269, -2.4221, 2.36, -7.9183, 1.307, -3.2419, 3.9898, 0.67786, 2.8826, -0.68709, -3.6018, -0.40569, 2.4189, -1.4337, -2.4636, -4.6565, -3.5317, 6.6841, -4.9476, -0.64082, -1.5418, -3.8178, 4.401, -1.3097, 0.98109, -0.8304, -1.7393, -1.8232, -3.14, -4.6442, -2.1053, 6.0201, 2.8461, -5.4541, -2.282, -5.8703, -5.6489, 1.433, 1.1625, 2.2282, -4.7682, -1.825, -3.6424, -5.7259, 2.5256, 2.3063, -2.8221, -2.6815, 2.9755, 1.6828, 1.3234, -0.76314},
{1.3033, -1.5143, 8.4381, -5.9916, 5.5478, 0.83335, -0.93822, -0.42703, 0.89791, -0.43455, -2.1668, -1.602, 4.8099, 2.4501, 1.7302, -2.5873, 2.1747, -6.7113, 0.2797, -1.5059, 2.5925, 0.68605, 3.115, -1.9164, -2.8644, 0.6242, 3.356, -0.91269, -2.7906, -5.4327, -3.5706, 7.715, -3.2329, -0.66676, -1.8108, -4.1057, 3.9269, -1.7134, -0.11251, -0.049036, -1.498, -0.54628, -2.3249, -3.1054, -1.5152, 5.1586, 2.4948, -6.9807, -3.6203, -5.2483, -3.2981, 1.9483, 1.0843, 1.8345, -3.4086, -3.4938, -6.606, -6.8821, 2.3523, 3.4232, -2.4781, -0.059207, 3.1555, 0.52834, 1.0184, -0.71696},
{-0.79475, -1.619, 8.929, -7.2313, 6.8129, 0.99932, -0.95466, -0.22433, 0.28431, 1.0363, -1.4037, -2.9769, 4.7278, 1.5076, 1.9459, -1.1022, 3.185, -5.5888, 0.025806, 0.71497, 1.1831, -1.6575, 1.6034, -1.1625, -3.4654, 0.23571, 3.8415, 0.39356, -2.4856, -6.463, -4.2083, 7.172, -2.402, -0.72276, -1.0531, -5.4823, 4.5401, -1.7195, -0.77631, -1.2694, -2.3845, -0.031682, -2.7182, -1.1999, -2.7932, 4.6392, 3.3272, -8.3314, -4.8394, -2.0442, -1.5573, 4.8169, 1.2998, 1.383, -2.4776, -2.5777, -6.0036, -6.6521, 0.55207, 3.9146, -2.5458, -0.78911, 2.3035, 1.3216, 3.5866, -3.9417},
{-1.2325, -1.8568, 10.575, -6.9108, 7.8771, 0.57601, -2.4606, -0.42027, 2.0181, 3.7563, -2.4906, -2.6142, 5.0974, 1.3534, 2.9047, -0.57901, 1.7378, -4.2149, 1.0383, 0.037648, -1.7951, -1.6814, 0.30088, -2.1526, -4.4756, 1.0062, 2.3983, 1.6536, -0.99175, -7.6748, -3.1518, 4.985, 1.1922, 1.1115, -1.7748, -5.6888, 2.8452, -1.1912, -0.72894, 0.14249, -1.3194, 1.6363, -1.0874, -2.0979, -2.9063, 2.492, 2.3388, -9.8187, -5.2699, -2.5085, 1.8297, 2.3086, -0.05154, 0.48401, -4.2144, 0.8222, -2.5526, -5.2956, -0.057998, 2.6034, -2.1637, -1.0533, 3.1401, -1.485, 6.8491, -5.0367},
{-3.0186, 0.97873, 10.784, -6.6547, 5.3902, -0.59345, -0.37593, 1.1355, 4.4723, 4.4848, -2.741, -2.1506, 3.2886, 0.17358, 3.7979, 1.0309, -0.10885, -3.6118, 1.8214, -0.081476, -4.5556, -1.9806, 1.0131, -3.2206, -2.816, 1.9856, 0.61872, 1.8007, 0.86471, -7.0932, -1.5347, 5.9807, 2.3198, 0.41348, 0.87644, -4.9895, 0.39752, -0.86973, 0.87336, 1.9822, -0.15872, 4.0629, 2.3164, -1.1986, -3.9789, -0.19121, 0.763, -9.1166, -6.3823, -3.9649, 3.7968, 0.85154, -2.3454, 1.6977, -3.9627, 3.5185, -0.60216, -3.8468, -0.94219, 4.7646, -1.6386, -1.7001, 2.6761, -4.3611, 5.8819, -5.3817},
{-2.6814, 0.9245, 8.1451, -4.8777, 0.97145, -1.5634, 0.43917, 1.4774, 3.2954, 3.3784, -1.2962, -1.0878, 0.88038, -1.2389, 2.858, -0.047609, -3.3012, -1.7095, 3.0627, 1.5094, -2.8963, -1.8699, 0.14857, -3.1828, -0.41735, 2.8223, -3.444, -0.64547, 3.4133, -4.9179, 0.47693, 2.5443, 3.3844, -0.63959, 3.251, -1.7319, -1.3773, 0.62683, 1.2263, 4.8007, -0.57237, 4.6452, 4.446, 1.4386, -0.39304, 0.23773, -1.3435, -7.8331, -7.0854, -1.8604, 5.0453, -1.0246, -1.9157, 3.304, -2.6222, 3.5182, 0.46845, 0.1276, 0.63219, 4.9216, 0.59459, -1.8385, 2.0407, -4.8068, 5.5623, -5.1541},
{-3.199, 1.4896, 2.5725, -2.7922, -1.9504, -3.1323, 1.1051, 4.5745, 1.3301, 0.92899, 0.79929, -1.4789, 0.70983, -2.5892, 3.081, -2.4905, -4.1181, -1.4509, 3.5103, 0.72905, -2.2543, -2.663, -1.4343, -3.4159, 2.4272, 0.79544, -6.4743, -2.5213, 4.9279, -1.3824, 3.6838, 0.78113, 5.4593, -1.6734, 4.4519, 0.46055, -2.8653, 0.13422, 2.5914, 4.0653, -0.61727, 6.3387, 5.852, 2.4235, 1.5323, -0.068404, -2.5555, -5.7879, -5.9163, -0.74658, 2.8814, -1.6467, 0.011971, 5.3443, -2.4339, 4.185, 2.7465, 1.8622, 3.0249, 5.5437, -0.36979, -1.626, -0.27577, -4.5052, 3.7329, -6.0977},
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{-0.15314, 0.066629, 0.022945, 0.13314, -0.076355, -0.087002, 0.074006, 0.058514, -0.11618, 0.11821, 0.12617, -0.0047089},
{0.066034, 0.045801, -0.0040607, 0.081228, 0.10036, 0.062309, -0.07768, -0.10269, 0.15547, -0.060304, 0.061704, 0.069649},
{0.15218, 0.079695, 0.16302, 0.076241, -0.07702, 0.080825, -0.045287, 0.016608, -0.086636, 0.046585, 0.070166, -0.0046494},
{0.0095208, 0.13738, -0.10615, 0.073021, -0.17278, 0.15724, -0.067115, -0.11456, -0.13299, -0.16213, -0.1089, 0.074405},
{0.054419, -0.068476, 0.045704, -0.17003, 0.17085, 0.15562, -0.14008, -0.024074, -0.12018, 0.094422, -0.054493, -0.078967},
{0.071132, 0.004693, 0.053476, 0.0088344, 0.11304, -0.013989, 0.097538, 0.066261, -0.13959, 0.0068247, -0.12703, -0.077745},
{0.092701, 0.12232, 0.10715, -0.15373, -0.036012, 0.057048, -0.15723, 0.11887, -0.04647, -0.098813, -0.098409, 0.01078},
{-0.16, 0.12074, -0.0083326, -0.0039092, -0.11424, 0.037349, -0.12011, 0.16735, -0.061084, -0.14531, 0.030411, -0.093549},
{-0.060728, -0.029913, -0.10492, 0.064364, -0.12101, -0.1236, -0.071764, -0.14837, 0.027144, 0.072995, -0.16746, 0.034463},
{0.090655, -0.011343, 0.14201, 0.1473, -0.085854, -0.055219, -0.0078474, 0.09526, 0.091304, -0.084224, 0.092753, 0.14858},
{-0.04761, -0.11373, -0.12656, 0.13789, -0.14084, 0.0080637, 0.007067, -0.088333, 0.070637, -0.043004, -0.14944, 0.11355},
{0.17061, 0.025334, -0.031709, -0.12756, 0.04763, -0.17149, -0.12363, 0.095146, 0.15388, -0.094537, 0.15044, -0.095364},
{0.089575, -0.16509, 0.13635, 0.17302, 0.10422, 0.050551, 0.11797, 0.088124, -0.048761, -0.010784, -0.024591, 0.14125},
{-0.15108, -0.00053736, -0.11943, -0.019084, 0.089428, 0.14773, 0.027498, 0.064229, -0.015884, 0.16873, 0.11712, 0.053568},
{0.13601, 0.087785, -0.04761, 0.0051829, 0.047175, 0.1662, -0.059689, -0.16392, -0.091768, -0.16467, 0.035934, 0.15413},
{-0.022482, 0.13815, -0.12901, -0.02131, 0.034725, 0.12161, 0.17214, -0.098405, -0.027726, -0.16559, 0.0068365, 0.12684},
{-0.007873, 0.12093, -0.015801, 0.10842, -0.064072, -0.015644, -0.17619, 0.05396, -0.074329, 0.032381, -0.11971, 0.15996},
{-0.079582, -0.10156, -0.016864, -0.10199, -0.13526, -0.16897, -0.1664, -0.045444, -0.10027, -0.060253, 0.02629, -0.13331},
{-0.11791, -0.13066, 0.15262, -0.12247, 0.009236, 0.073168, -0.0036587, -0.094154, 0.0097012, 0.012915, 0.011111, 0.071584},
{0.14059, -0.079695, -0.10067, 0.041136, 0.031109, -0.022402, 0.084485, -0.11811, 0.12857, -0.034089, 0.059061, -0.13869},
{-0.15536, -0.030302, 0.14458, -0.17647, 0.071768, 0.088993, 0.012822, -0.12029, 0.074799, 0.16508, 0.017231, -0.14147},
{0.0015991, 0.074182, 0.12758, 0.080375, -0.11961, 0.069183, -0.13346, 0.057273, -0.041429, 0.12994, 0.059385, -0.054951},
{-0.063982, -0.091955, 0.0021057, -0.029089, 0.12736, 0.089754, -0.11021, 0.1588, -0.014226, -0.12431, 0.025308, 0.091083}
}
};
 
vector<vector<double>> layerBiasesP1 =
{
{3.145, 8.5153, 3.4547, 1.0105, -1.6197, -7.98, 2.1707, 5.7644, -0.7466, 3.139, -0.2602, -7.0709, 7.3266, -2.4009, 1.649, -7.5524, -4.6459, -2.0736, 12.338, 4.6263, 0.83768, 4.898, 3.3863, -0.62409, -3.7481, -6.22, 1.6851, 5.493, -2.9993, -3.7742, 4.8522, -0.32199, 3.9284, -6.6259, -3.5285, -5.2641, -5.559, -3.4609, 3.1094, -0.62639, -3.2244, 0.31935, 1.5265, 6.3396, -2.8617, 3.3161, -1.48, -1.5146, 2.9887, -5.2366, -4.8014, 1.559, 2.5324, -2.8732, 1.2831, 3.1526, 1.9008, -0.56423, -0.10698, 1.8827, -4.2031, 2.643, 6.3024, 1.0484, -2.5208, -0.8376},
{0.22656, -0.31425, 1.1124, -2.9246, -0.33695, 2.0608, 0.95863, 0.99838, -2.4496, -1.7157, -1.7492, 0.98725, -1.5917, -0.77205, 1.0602, -0.031114, 2.5871, -2.2308, -0.57487, 2.0635, 0.94691, 1.4848, -0.61524, -0.56644, -0.86237, -1.0253, 0.66693, -2.0994, -0.79681, 1.1027, -1.5308, -1.8367, 2.316, -2.1903, 3.041, 1.1843, -0.44416, -0.93789, -0.5718, -0.16085, -1.8824, 1.759, -0.97043, -0.54197, 1.4067, -1.0205, -0.3502, -1.3978, -1.1023, 1.079, 0.117, 2.3769, 0.53012, 0.021025, 0.15753, 1.3355, -1.5709, -0.50227, -2.6854, 2.9919, -1.5062, -2.4776, 0.27897, -1.8886, 0.87525, 0.9424},
{-0.52511, -4.7485, 0.2508, -0.56975, 3.0802, 3.4657, -4.5075, 1.2559, -4.9858, 0.2529, 2.5897, 5.2627, -1.2164, -1.2389, 2.8766, -0.85135, -2.3724, -1.0191, 3.3617, -0.59315, 0.81773, 6.9942, -2.7407, -1.1385, 1.9388, -0.11577, -7.6058, -4.3079, -3.4971, 0.16952, -1.4118, -1.4654},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}
};
 
vector<int> layerSizesP2 = {36, 36, 28, 12};
 
vector<vector<vector<double>>> layerWeightsP2 =
{
{
{0.038473, -0.819, -1.0981, -5.7284, -0.01079, 1.2621, 0.42358, -0.29569, 0.091082, 0.30897, -0.14389, 1.3974, -0.097817, 2.2505, 0.65998, -2.2017, -0.71417, -0.45828, -0.17319, 0.60998, -0.41122, -0.064116, -0.012505, 0.53661, -3.0809, -1.0789, 0.18341, -0.57175, 0.39589, -0.38779, -1.0422, -1.14, 0.59873, 0.18125, -0.085357, -1.8421},
{-0.43411, -0.82634, -1.5018, -2.9276, 0.13784, 1.7569, 0.66035, -0.23707, -0.38666, 0.043971, -0.29224, 1.0831, 0.18408, 0.92857, 1.0199, 0.40104, 0.097647, -0.40273, -0.11193, -0.038381, -0.057491, 0.070214, 0.38295, 0.18099, -2.5717, -1.146, 0.59467, -0.89469, 0.18568, 0.24421, -1.6771, -0.31383, 0.048109, -0.050687, -0.00049593, 0.49824},
{-0.45996, -0.11432, -1.193, -2.8648, -0.32414, 1.4801, 0.93402, 0.13108, 0.22233, -0.18822, -0.24527, 0.034133, 0.19656, 0.58847, 0.62338, 3.6947, 0.36206, -0.073027, -0.73365, -0.14287, -0.85126, 0.14291, 0.45254, -0.56388, -1.2345, -0.59132, 0.56199, -0.37655, 0.012995, 0.95911, -2.8368, -0.19716, -0.13903, -0.18844, 0.79419, 1.0455},
{-1.1011, 0.3226, -2.7033, -2.4721, -0.60489, 1.4864, 0.57159, 0.77225, -0.59248, 0.17578, 0.29802, -0.65607, 0.12532, -2.2164, 0.41338, 0.57202, 0.42609, 0.6276, -0.25426, -0.69836, 0.1092, -0.13767, 0.54086, 0.0050065, -0.54744, -0.53476, -0.2277, -0.54368, -0.57712, 0.032192, -3.2186, 0.49649, -0.027041, 0.58849, -0.28011, -0.68078},
{-0.50294, -2.1937, -1.5513, -0.31217, 0.74987, 1.3212, 0.16554, -0.38182, 0.16257, -0.25559, 0.18595, 0.027429, -0.028919, 0.65111, -0.089906, 2.847, 0.74332, 0.12582, -0.13398, -0.67497, 0.064941, 0.12077, 0.038434, 0.27173, -0.041049, -0.12886, 0.58114, 0.25999, 0.3887, -1.3847, -0.92175, 0.97624, -0.0514, -0.29664, 0.87562, 1.1637},
{-1.3643, -2.8873, -2.8786, 0.69806, 0.713, 0.69315, -0.18896, -0.67391, 0.4781, 0.24015, 0.57393, -0.10412, -0.048159, 1.7094, -0.77838, 0.32792, 0.019385, 0.4865, 0.28477, -0.5786, 0.11205, 0.45498, -0.26716, 1.1709, -0.15054, 0.34091, -0.30778, 0.34575, 0.028258, -2.0195, -0.84649, 2.1668, -0.03355, 0.010459, 0.37224, -0.76309},
{-1.4147, -1.5079, 0.45494, 1.8261, 0.97953, -0.075883, -1.1309, -0.90386, 0.64953, 0.015607, 0.50471, 0.24402, -0.25375, 1.1871, -1.556, 0.93308, -0.38032, -0.22846, 0.63133, 0.85241, -0.38923, 0.30991, -0.91681, 0.93151, -0.032711, 0.77628, -0.43126, 0.50436, 0.39363, -1.3168, -0.075449, 1.9001, -0.19324, -0.20336, -0.11428, 0.58315},
{1.413, -2.1409, 0.075616, -0.30157, 1.3014, 0.38718, -1.3476, -0.9876, 0.17466, 0.10657, 0.16604, 0.99479, -0.079436, 0.27882, -0.17108, -4.4154, -1.9678, -0.70742, 0.97006, 1.1028, -0.019448, 0.2044, -0.88669, 1.0641, -1.6564, 0.097788, 0.081679, 0.08077, 0.65658, -1.8494, 0.22843, -0.78096, -0.068103, -0.13859, -0.35289, -1.4592},
{2.1482, 0.50852, 0.83957, 0.90918, 0.15415, -0.3747, -0.49815, 1.0111, -1.0362, 0.33162, -0.60449, 0.46659, 0.5854, -0.49921, 1.1387, -3.5431, -0.54604, -0.43948, 0.93865, 0.61103, 1.0876, -0.10834, 0.23575, -0.2365, -1.2036, -0.27559, -0.66421, -0.33469, -0.1681, -2.5863, -1.379, -1.2946, -0.037836, 0.62085, -1.3507, -0.33149},
{2.8665, 1.7705, 0.98172, 1.2851, -0.5173, -0.96434, -0.78704, 1.2152, -0.60024, 0.57825, -0.61871, -0.039098, 0.11938, -0.34045, 0.44819, -1.552, 0.11977, -0.26463, 0.4738, -0.063696, 1.0502, -0.67865, 0.44029, -0.34667, -0.089743, -0.63761, -0.71129, -0.24178, -0.1751, -2.7127, -1.2464, -0.95003, -0.099242, 0.79719, -0.60298, -1.5802},
{2.2378, 0.11594, 0.29603, 2.9302, -0.80226, 0.03466, -0.49626, 1.0678, -0.24815, -0.0028462, 0.007198, -0.17925, 0.25767, -0.81317, -0.11008, 0.86279, -0.34245, 0.0071849, -0.099411, -0.12677, 0.25427, -0.52869, 0.38672, -0.23378, -0.78831, -0.025533, -0.39794, 0.057734, -0.19672, -3.4013, 0.67549, -0.36927, 0.12492, 0.33309, -0.23222, 1.0538},
{2.2497, 1.1793, 0.46215, 2.7377, -0.63538, 0.039362, -1.2629, 0.95884, -0.33403, -0.1469, -0.3333, -0.26091, 0.11594, -1.8983, 0.69113, -1.2213, -0.39107, -0.15786, -0.069071, -0.061895, 0.7479, -0.72441, 0.20282, -0.32428, -1.6361, -0.15003, -0.064742, 0.11968, -0.10275, -2.4441, 0.9397, -0.14964, 0.45896, -0.024398, -0.024849, 0.87333},
{2.3592, -0.40308, 0.77547, 3.9685, -0.64635, -0.3245, -1.2091, 0.4732, 0.25051, -0.59004, -0.058299, -0.64137, -0.071162, 2.4879, -0.054604, 4.2014, -2.0569, 0.30774, -0.5161, -0.5349, 0.16815, -0.52486, -0.33375, -0.088848, -0.98972, 0.53779, -0.0062962, 1.056, -0.20658, -2.9893, 2.3209, 1.1138, 0.20988, -0.97332, 0.66935, 2.3953},
{3.1316, -0.94468, 1.1667, 1.7203, -0.32344, -0.11562, -1.7315, -0.080707, 1.3237, -1.2205, 0.0031809, -0.60345, -0.65891, 1.4974, -0.49231, 1.4416, -1.5332, -0.38728, -0.87535, 0.11448, -1.2989, -0.47781, -0.7469, -0.44683, -2.1481, 0.44114, 0.17774, 0.96009, 0.81114, -2.3231, 2.0697, 0.28102, 0.19153, -1.6771, 1.2416, 2.0216},
{2.9271, -0.95704, -0.084829, -0.29032, -0.37307, 0.45138, -1.5315, 0.13545, 0.11726, -0.17394, 0.084284, -0.39823, -0.20456, -0.11406, 0.33613, 0.83171, -1.7938, 0.0081962, -0.26886, 0.15179, -0.40229, -0.046078, -0.085095, -0.40183, -1.7181, 0.18448, 0.298, 0.064897, -0.16621, -1.9323, 1.8918, -0.33851, -0.37805, -0.42787, -0.11978, 0.9493},
{2.5269, -0.90298, 0.092364, -1.4566, 0.3561, 0.67686, -1.6052, -0.76943, -0.77989, -0.078685, 0.84476, -0.28921, 0.27343, -0.49272, 0.71309, -1.4591, -3.2646, 0.46612, 0.063317, 0.27663, 0.0049694, 0.86697, -0.031288, 0.49043, -0.87507, 0.28698, 0.20068, -1.1732, -0.90642, -1.9349, 1.9813, -0.48291, -0.38245, 0.8702, -0.96118, -0.89141},
{1.1404, 1.2074, 0.8561, -0.61326, 0.13942, -1.3056, -1.73, -0.87072, -0.4002, 0.85485, 0.70145, -0.68568, 0.15262, 0.49558, -0.97602, -0.25463, -1.2971, 1.0499, 0.0854, -0.025638, -0.01036, 0.85377, 0.41537, 0.20494, 2.618, 0.26308, -0.55179, -0.05555, -1.0572, -1.5546, 0.31979, 2.3867, -0.5928, 0.77615, -0.80895, -1.0867},
{1.3826, 1.6988, -0.96094, -2.0658, -0.42629, -0.67971, -2.1828, -0.4984, -0.050038, 0.51223, 0.65409, -0.17248, -0.2276, 0.55152, -0.60785, 0.46162, 1.2996, 0.86143, -0.3408, -0.77087, 0.10268, 0.40373, 0.54644, 0.67564, 3.3574, 0.019832, -0.18942, -0.12808, -0.76414, 0.55975, 0.77081, 1.5316, 0.10383, 0.58379, -0.35807, -0.89515},
{2.2532, 3.1795, -0.10564, -0.8992, -0.24102, -1.6439, -1.8057, -0.22426, 0.50834, 0.017403, -0.3655, 0.54172, -0.43089, -0.40711, -0.70861, 1.1849, 3.1547, -0.34483, -0.47882, -0.26207, -0.37487, -0.5003, -0.061696, 0.10583, 2.7687, 0.0014074, 0.26551, 0.55039, 0.65877, 3.059, -0.21469, 0.75088, 0.70827, -0.42633, 0.71058, 0.46926},
{0.39492, 3.1162, 1.4469, 1.0364, 0.6037, -2.5283, -1.5964, -0.23255, 0.17713, 0.38297, -0.61964, 0.67288, -0.12572, -0.26087, -0.5505, 2.1903, 6.1254, -0.33846, 0.34835, -0.23136, -0.37871, 0.089846, 0.3303, -0.81588, 5.4778, -0.66606, 0.37305, 0.68959, 0.75099, 0.78797, -0.5082, 1.1711, 0.096904, -0.13109, 0.4632, 1.948},
{-0.40486, 3.9823, 1.5522, 0.88158, 0.4456, -2.0034, -0.43644, 0.059688, 0.48077, 0.24566, -1.3302, 0.024836, 0.039775, 3.008, -0.74954, 1.1875, 6.4783, -0.28819, -0.0081338, -0.13223, -0.56031, -0.031859, 0.51032, -1.6737, 3.8425, -0.5246, -0.012731, 1.6602, 0.80455, 0.26094, -1.0496, 0.33879, 0.18304, -0.91265, 0.64966, 1.0416},
{-1.4588, 5.2716, -0.49596, 0.3159, -0.028767, -1.7303, 0.10824, 0.71159, -0.16173, 0.44117, -0.9372, -1.1407, 0.015105, 1.2619, -0.17192, -2.7323, 4.6018, 0.40771, 0.40424, -0.64982, 0.21772, 0.089016, 0.80785, -1.9889, 4.6675, -0.14449, -0.070364, 0.9841, 0.090237, -0.89397, -0.51308, 1.0881, -0.72103, 0.02985, -0.16704, -0.98716},
{-1.8353, 2.9808, -0.37866, -1.3973, -0.57674, -1.0115, 1.0686, 1.5736, -0.73654, 0.82213, -0.44644, -1.301, 0.38953, 1.1749, 0.47009, -5.4769, 2.9618, 0.71633, 0.59341, -0.79153, 1.1361, -0.45291, 0.89762, -1.2758, 2.652, -0.60338, -0.87871, 0.1464, -0.81471, -1.8968, 0.060163, 0.76814, -0.83761, 1.1239, -0.87495, -5.0534},
{-0.090228, -0.16272, -2.1745, -4.9401, -0.57966, 1.4724, 2.8077, 1.8401, -2.0844, 0.8818, 0.44476, -0.56435, 1.1324, 1.0798, 2.0818, -9.8186, -1.2015, 0.49385, 1.2245, -0.53193, 1.9757, -0.14543, 0.62097, -0.023999, -1.2888, -0.58421, -0.93166, -1.1078, -1.564, -3.2026, 0.72832, -0.77408, -0.91524, 2.0997, -1.8714, -8.7569},
{-1.9862, 0.47247, -0.69051, -0.73292, 0.15838, -0.22131, 1.8396, 0.016852, -0.48084, -0.25793, -0.11459, -0.55986, 0.076009, 1.2173, 0.59363, -4.1795, -0.37538, 0.15545, 0.29715, 0.26541, 0.45945, 0.31705, -0.31471, -0.60942, -0.26301, 0.63846, 0.55705, -0.38585, -0.049546, -0.43507, -0.23687, -0.62068, -0.1657, -0.26492, -0.12059, -3.4994},
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{-0.13927, 0.1503, 0.14768, -0.033898, -0.0041791, -0.18471, -0.1594, -0.18659, 0.043135, -0.12627, -0.02964, -0.10106},
{-0.015629, -0.16609, 0.12928, 0.14576, 0.068808, 0.18265, -0.093009, 0.0069842, -0.14138, -0.1286, -0.079461, -0.011528},
{-0.10622, 0.0017095, -0.10857, -0.12768, 0.15747, 0.12085, 0.066611, 0.016639, 0.17161, 0.061228, -0.1072, 0.18038},
{0.067605, -0.068399, -0.13969, -0.050897, 0.14741, -0.038498, 0.086406, -0.10741, 0.12779, 0.16977, 0.010371, -0.17604},
{0.1643, -0.0022766, -0.085198, -0.13792, -0.13637, -0.12213, 0.1681, 0.047949, -0.091084, 0.045751, 0.13744, -0.17702},
{0.0073387, -0.15469, -0.032394, -0.016892, 0.18496, -0.12937, 0.16637, 0.079115, -0.028598, -0.1822, 0.079964, 0.034617},
{-0.17592, -0.16111, 0.079304, -0.018029, -0.020401, -0.091782, -0.014954, -0.083043, 0.1504, 0.08386, -0.044289, -0.064413},
{0.011226, -0.04379, -0.098304, 0.16316, 0.0055408, -0.15057, 0.060987, -0.048414, 0.098504, -0.16869, -0.015208, 0.013806},
{-0.18607, 0.15641, -0.068964, -0.10763, -0.022782, 0.050918, 0.039928, -0.071749, -0.018199, 0.0072474, 0.11163, -0.036443},
{-0.16372, -0.013438, 0.057473, 0.15456, 0.1159, 0.11141, -0.13214, -0.14975, 0.062554, -0.16428, -0.18776, 0.17648},
{0.070593, -0.17005, 0.068542, 0.13639, -0.10904, 0.095602, -0.059031, 0.10427, -0.10978, 0.18036, 0.062247, 0.13891},
{0.16269, 0.10213, -0.042436, 0.0022511, -0.13093, 0.050432, 0.0086205, -0.16809, 0.017755, -0.064611, -0.11837, -0.1329},
{0.010178, -0.1416, -0.13322, 0.12003, 0.043976, 0.037122, -0.18333, -0.1284, -0.12247, 0.091949, -0.13832, 0.052735},
{0.058176, 0.071229, 0.13062, -0.01427, -0.18865, -0.068496, 0.054041, -0.076718, -0.025736, -0.12421, 0.16859, 0.16325},
{0.076043, 0.048963, 0.17213, 0.050171, 0.085925, -0.1446, 0.15793, -0.0083892, 0.070836, 0.1662, 0.040065, 0.11921},
{0.099102, 0.085198, -0.13299, 0.12272, -0.031098, 0.0098737, 0.17768, 0.0075549, 0.12707, -0.092617, -0.057643, 0.027518},
{-0.17104, 0.14687, -0.034483, 0.076427, 0.068246, 0.033257, 0.13001, -0.13217, 0.17891, -0.14217, 0.0036505, 0.16829},
{-0.064921, -0.073203, 0.024529, 0.17175, 0.12715, 0.076723, -0.016724, 0.12612, -0.15861, -0.12848, 0.12637, -0.13024},
{0.096914, 0.005017, -0.0043411, -0.079631, 0.12424, -0.12787, -0.18064, 0.029397, 0.10184, -0.14923, -0.064468, -0.059109},
{-0.050897, 0.13077, 0.17428, 0.0054558, -0.15809, 0.13615, 0.07822, -0.06381, -0.094432, -0.049679, 0.049802, -0.15249},
{0.18239, 0.12908, -0.11348, -0.032494, 0.048974, 0.021482, -0.023948, 0.18402, 0.10172, -0.065302, -0.17333, -0.18051},
{0.09576, -0.031978, 0.048859, 0.14233, -0.10827, -0.069543, 0.095137, -0.18836, 0.094208, 0.029019, 0.10094, 0.13489},
{-0.16151, -0.012126, 0.057169, 0.086836, -0.042021, 0.01079, 0.07396, -0.17789, 0.068663, 0.097608, 0.0072959, 0.065964},
{0.14541, -0.12158, 0.11455, 0.081505, 0.16916, 0.033306, 0.095951, -0.0039113, -0.17524, 0.075514, -0.10564, 0.075011},
{-0.024034, 0.027083, -0.0089079, 0.078063, -0.087229, -0.026137, -0.18737, 0.090318, -0.1052, 0.16451, -0.15535, -0.11642},
{-0.0084166, -0.17649, -0.11216, -0.18177, -0.081627, -0.04905, -0.15878, 0.013708, 0.057686, -0.052127, 0.078035, -0.058255},
{-0.085077, -0.00057446, 0.15182, 0.0094444, 0.10729, -0.020083, 0.15243, -0.14268, -0.048581, -0.016981, -0.090039, -0.1358},
{-0.12605, 0.093846, -0.1353, -0.16434, -0.082337, -0.042396, 0.093236, -0.11782, -0.10066, -0.098104, -0.045973, -0.1052}
}
};
 
vector<vector<double>> layerBiasesP2 =
{
{0.58041, 6.3522, 2.4754, 0.22481, -0.18076, -0.84409, -2.2267, -0.075244, 0.27875, -0.078966, 0.095101, -0.026621, -0.15095, 0.65133, -0.34346, 1.4389, 0.1591, 0.0029094, -0.17329, 0.13019, -0.27127, -0.096644, -0.13843, 0.14824, -0.3166, 0.12591, -0.20633, 0.27649, 0.0092736, -1.3601, -4.9125, -0.79587, 0.11404, -0.13859, 0.073392, 1.4436},
{0.83526, -1.9353, 0.37131, 1.9028, -2.683, -3.561, -1.8268, -4.0816, -0.56444, -1.5146, 3.3371, -1.6541, -5.0982, -0.13865, 3.5289, 4.0298, 3.8053, 3.3482, 1.1895, 1.9636, 2.8682, 1.6436, -1.2948, 1.6455, -3.0285, -3.8969, -0.83407, -4.4613},
{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] < 0.3) cout << "? ";
            else cout << to_celcius(inputsP1[i]) << " ";
        }
        cout << "\n";
    }
}

Test 1

Verdict: ACCEPTED

Test 2

Verdict: ACCEPTED

Test 3

Verdict: ACCEPTED

Test 4

Verdict: ACCEPTED

Test 5

Verdict: ACCEPTED

Test 6

Verdict: ACCEPTED

Test 7

Verdict: ACCEPTED

Test 8

Verdict: ACCEPTED