ElHad_300_80.cpp

//-----------------------------------------------------------------------------
// Network: ElHad_300_80
// Inputs:
//                                                  Offset       Scale
//    offlinevar                                 8.036e+01   6.817e+01
//
// Created: Tue Mar 13 14:28:45 2012
//-----------------------------------------------------------------------------
#include <cmath>
#include <vector>
#include <iostream>
#include <stdlib.h>
//-----------------------------------------------------------------------------
// Make following visible only to this programming unit
namespace {
  // NOTE: Network indices start at 0
  static const int nnetworks=100;
  static const int ninputs  =1;
  static const int nhidden  =15;
  static const int nparams  =46;

  static const double mean[ninputs]={
  8.03600e+01
  };

  static const double sigma[ninputs]={
  6.81700e+01
  };

  static const double weight[nnetworks][nparams]={
    {   0.312,    0.569,    0.205,   -0.131,   -0.003,   -0.284,    0.076,
        0.690,   -0.143,    0.323,   -0.204,   -0.574,    0.335,   -0.429,
        0.024,    0.769,   -0.081,   -0.185,   -0.429,    0.052,    0.098,
       -0.620,    0.413,    0.777,   -0.151,    0.090,    0.237,    0.741,
        0.003,   -0.630,    3.288,    3.309,   -1.151,    7.619,   -0.960,
       -1.760,   -1.468,   -5.736,   -1.488,   -4.451,    3.515,   -3.106,
       -2.567,    1.165,   -0.032,   -1.312
    },
    {   0.221,    0.419,    0.275,    0.073,   -0.055,   -0.218,    0.122,
        0.685,   -0.231,    0.380,   -0.269,   -0.572,    0.224,   -0.434,
        0.046,    0.870,   -0.203,   -0.029,   -0.401,    0.129,   -0.005,
       -0.745,    0.386,    0.887,   -0.244,    0.072,   -0.056,    0.856,
        0.060,   -0.691,    2.687,    3.013,   -1.417,    6.462,   -1.152,
       -2.058,   -1.064,   -6.736,   -1.152,   -4.632,    3.537,   -2.973,
       -2.360,    1.264,    0.072,   -1.394
    },
    {   0.023,    0.426,    0.145,   -0.153,   -0.001,   -0.012,    0.075,
        0.618,   -0.181,    0.168,   -0.199,   -0.597,    0.329,   -0.203,
        0.021,    0.842,   -0.242,   -0.063,   -0.244,   -0.127,    0.024,
       -0.817,    0.306,    0.910,   -0.133,   -0.007,   -0.144,    0.890,
        0.118,   -0.469,    2.967,    2.779,   -1.967,    6.090,   -2.176,
       -1.849,   -1.002,   -6.833,   -0.639,   -4.907,    4.205,   -3.018,
       -2.022,    0.887,    0.323,   -1.426
    },
    {  -0.115,    0.412,    0.007,   -0.146,   -0.028,   -0.056,   -0.064,
        0.224,   -0.242,    0.142,   -0.191,   -0.490,    0.333,   -0.194,
        0.101,    0.784,   -0.085,   -0.146,   -0.206,   -0.349,    0.006,
       -0.755,    0.317,    0.798,   -0.143,    0.015,    0.049,    0.842,
        0.204,   -0.612,    3.419,    3.333,   -1.326,    6.258,   -2.581,
       -1.910,   -1.019,   -7.470,   -0.078,   -4.663,    4.042,   -2.436,
       -1.660,    0.681,    0.055,   -0.765
    },
    {   0.036,    0.461,    0.030,   -0.117,   -0.082,   -0.044,    0.118,
        0.191,   -0.152,    0.077,   -0.266,   -0.371,    0.289,   -0.267,
        0.088,    0.581,   -0.156,   -0.110,   -0.192,   -0.580,    0.071,
       -0.617,    0.092,    0.759,   -0.040,   -0.116,   -0.165,    0.713,
        0.128,   -0.566,    2.919,    3.403,   -1.733,    7.023,   -1.779,
       -1.572,   -0.358,   -6.871,    0.535,   -4.971,    3.191,   -2.915,
       -2.884,    1.529,    0.632,   -1.190
    },
    {  -0.337,    0.148,    0.017,   -0.234,    0.014,   -0.083,    0.361,
        0.072,   -0.015,   -0.054,   -0.094,   -0.265,    0.172,   -0.228,
       -0.076,    0.451,   -0.006,   -0.351,    0.047,   -0.580,    0.094,
       -0.843,    0.110,    0.736,   -0.185,    0.069,    0.275,    0.656,
        0.335,   -0.579,    4.397,    4.031,   -1.538,    6.773,   -2.035,
       -1.756,   -0.430,   -6.734,   -0.623,   -5.293,    3.669,   -2.689,
       -2.455,    0.675,   -0.921,   -2.309
    },
    {  -0.344,    0.003,    0.031,   -0.200,    0.006,   -0.078,    0.154,
        0.017,    0.050,   -0.261,   -0.155,   -0.433,    0.182,   -0.208,
       -0.065,    0.526,    0.003,   -0.303,    0.119,   -0.814,    0.120,
       -1.039,   -0.091,    0.691,   -0.070,    0.371,    0.311,    0.719,
        0.184,   -0.699,    3.690,    4.315,   -1.990,    7.159,   -2.191,
       -2.177,   -0.180,   -6.811,   -0.212,   -5.103,    3.442,   -2.537,
       -2.416,    1.223,   -1.181,   -2.032
    },
    {  -0.175,    0.104,    0.098,   -0.027,   -0.118,   -0.112,    0.143,
       -0.017,    0.117,   -0.246,   -0.132,   -0.084,    0.291,   -0.315,
       -0.188,    0.614,   -0.069,   -0.243,    0.172,   -0.730,    0.117,
       -1.021,   -0.108,    0.672,   -0.007,    0.425,    0.432,    0.585,
        0.214,   -0.802,    3.967,    4.224,   -1.722,    7.014,   -2.397,
       -1.906,   -0.187,   -6.276,   -0.702,   -5.074,    3.723,   -2.600,
       -2.446,    1.123,   -1.076,   -1.862
    },
    {  -0.123,   -0.146,    0.225,   -0.085,   -0.035,   -0.093,    0.110,
       -0.170,    0.083,   -0.103,   -0.162,   -0.228,    0.443,   -0.430,
       -0.253,    0.537,    0.019,   -0.502,    0.219,   -0.389,    0.192,
       -0.715,   -0.114,    0.757,    0.118,    0.065,    0.759,    0.675,
        0.269,   -0.549,    4.254,    4.661,   -1.283,    6.496,   -3.038,
       -2.299,   -0.873,   -6.677,   -1.428,   -5.468,    3.163,   -1.813,
       -2.500,    0.336,   -0.885,   -1.156
    },
    {  -0.280,   -0.138,    0.001,   -0.335,    0.300,    0.214,    0.114,
       -0.078,    0.075,    0.334,   -0.273,   -0.292,    0.574,   -0.145,
       -0.196,    0.457,    0.148,   -0.571,    0.060,   -0.096,    0.125,
       -0.191,   -0.138,    0.939,    0.208,   -0.381,    0.779,    0.730,
        0.137,   -0.317,    3.934,    4.240,   -1.619,    7.020,   -2.643,
       -2.987,   -1.543,   -6.542,   -1.429,   -5.609,    2.505,   -1.969,
       -2.033,    0.543,   -1.257,   -1.448
    },
    {  -0.350,   -0.166,   -0.057,   -0.236,    0.432,    0.202,    0.054,
       -0.178,    0.013,    0.349,   -0.250,   -0.278,    0.682,   -0.049,
       -0.095,    0.382,    0.088,   -0.669,    0.088,   -0.095,    0.071,
       -0.286,    0.095,    0.895,    0.046,   -0.519,    0.669,    0.758,
        0.248,   -0.334,    3.968,    3.195,   -1.858,    6.634,   -2.888,
       -3.106,   -1.173,   -6.771,   -1.319,   -5.790,    1.797,   -3.042,
       -2.440,    0.630,   -1.088,   -1.675
    },
    {  -0.257,   -0.243,    0.087,   -0.182,    0.419,    0.275,    0.235,
       -0.140,   -0.102,    0.414,   -0.308,   -0.217,    0.726,   -0.213,
       -0.110,    0.192,    0.051,   -0.512,    0.197,   -0.170,    0.115,
       -0.241,    0.084,    0.683,    0.082,   -0.486,    0.653,    0.719,
        0.077,   -0.374,    3.784,    3.702,   -2.093,    6.644,   -2.339,
       -2.838,   -1.723,   -6.404,   -1.121,   -6.221,    1.267,   -2.409,
       -2.537,    0.393,   -1.781,   -1.362
    },
    {  -0.002,   -0.417,    0.156,    0.183,    0.446,    0.358,    0.164,
       -0.120,   -0.216,    0.698,   -0.197,   -0.348,    0.836,   -0.277,
       -0.074,    0.251,    0.085,   -0.605,    0.031,    0.162,    0.092,
       -0.258,    0.143,    0.646,   -0.047,   -0.261,    0.627,    0.708,
        0.080,   -0.404,    3.918,    3.837,   -2.242,    6.833,   -2.578,
       -1.931,   -2.128,   -6.596,   -0.809,   -5.954,    0.910,   -2.733,
       -2.861,    0.626,   -1.997,   -1.123
    },
    {  -0.094,   -0.061,    0.250,    0.253,    0.279,    0.176,    0.003,
       -0.005,   -0.228,    0.427,   -0.128,   -0.327,    0.807,   -0.103,
       -0.115,   -0.040,   -0.045,   -0.661,    0.001,    0.209,    0.071,
       -0.366,    0.038,    0.660,   -0.051,    0.003,    0.488,    0.747,
        0.238,   -0.636,    3.979,    3.654,   -1.112,    6.349,   -2.412,
       -1.975,   -1.894,   -6.444,   -1.229,   -5.037,    1.464,   -2.768,
       -3.316,   -0.021,   -2.560,   -1.278
    },
    {  -0.255,   -0.010,    0.403,    0.266,    0.365,   -0.012,    0.022,
        0.038,   -0.034,    0.666,   -0.161,   -0.405,    0.728,   -0.262,
       -0.211,    0.052,   -0.087,   -0.718,   -0.095,    0.322,   -0.143,
       -0.412,   -0.095,    0.598,   -0.036,   -0.232,    0.615,    0.911,
        0.353,   -0.451,    3.284,    3.501,   -1.131,    6.701,   -3.209,
       -2.320,   -1.758,   -6.306,   -0.818,   -4.959,    1.718,   -2.708,
       -2.532,    0.105,   -2.096,   -1.523
    },
    {  -0.130,   -0.339,    0.235,    0.325,    0.207,    0.350,   -0.090,
       -0.074,   -0.027,    0.248,   -0.382,   -0.255,    0.853,   -0.397,
       -0.151,   -0.021,    0.123,   -0.433,   -0.203,    0.104,    0.092,
       -0.512,   -0.047,    0.596,   -0.179,   -0.020,    0.290,    0.625,
        0.178,   -0.527,    3.832,    3.715,   -1.621,    6.340,   -3.485,
       -2.586,   -2.226,   -5.537,   -1.264,   -5.388,    1.209,   -2.087,
       -3.558,    0.536,   -2.044,   -1.104
    },
    {  -0.086,   -0.326,    0.149,    0.195,    0.351,    0.273,    0.069,
       -0.014,    0.009,    0.159,   -0.428,   -0.322,    0.713,   -0.126,
        0.026,   -0.125,    0.112,   -0.592,   -0.387,   -0.081,   -0.048,
       -0.430,    0.022,    0.435,    0.078,   -0.135,    0.370,    0.697,
        0.235,   -0.416,    3.718,    3.930,   -0.950,    6.092,   -2.793,
       -2.294,   -1.786,   -5.602,   -1.005,   -5.179,    1.890,   -2.656,
       -3.387,    0.541,   -1.966,   -1.515
    },
    {   0.113,   -0.160,    0.254,    0.101,    0.198,    0.141,   -0.102,
       -0.194,   -0.042,    0.191,   -0.356,   -0.473,    0.546,   -0.019,
       -0.151,   -0.177,    0.420,   -0.592,   -0.236,   -0.184,    0.080,
       -0.495,    0.204,    0.472,   -0.026,   -0.086,    0.213,    0.410,
        0.222,   -0.586,    4.357,    3.415,   -0.787,    5.722,   -2.740,
       -2.539,   -1.614,   -5.742,   -1.707,   -4.552,    2.334,   -2.389,
       -3.581,    0.495,   -1.805,   -1.366
    },
    {  -0.013,   -0.347,    0.138,   -0.005,    0.104,    0.248,   -0.074,
       -0.291,   -0.021,    0.218,   -0.153,   -0.122,    0.583,    0.025,
       -0.065,   -0.121,    0.211,   -0.647,    0.004,   -0.007,    0.041,
       -0.460,    0.084,    0.554,   -0.192,   -0.182,    0.263,    0.518,
        0.387,   -0.565,    4.358,    3.381,   -1.295,    6.555,   -2.399,
       -2.418,   -1.443,   -5.789,   -1.482,   -4.041,    2.677,   -2.849,
       -3.535,   -0.322,   -2.033,   -1.585
    },
    {  -0.043,   -0.188,   -0.070,    0.111,    0.164,    0.253,    0.011,
       -0.133,   -0.160,    0.351,   -0.246,   -0.336,    0.819,   -0.175,
        0.046,   -0.220,    0.204,   -0.416,    0.160,   -0.042,   -0.244,
       -0.288,    0.128,    0.527,   -0.344,   -0.152,    0.345,    0.499,
        0.411,   -0.538,    3.938,    3.343,   -2.152,    6.595,   -2.237,
       -1.594,   -1.392,   -5.472,   -1.933,   -3.715,    2.187,   -2.508,
       -2.504,    0.207,   -2.421,   -1.854
    },
    {  -0.031,   -0.013,    0.234,    0.080,    0.322,    0.186,    0.143,
       -0.029,    0.035,    0.523,   -0.089,   -0.222,    0.624,   -0.258,
        0.248,   -0.287,    0.216,   -0.198,    0.131,    0.142,   -0.201,
       -0.190,    0.100,    0.454,   -0.187,   -0.080,    0.298,    0.487,
        0.365,   -0.463,    4.549,    3.329,   -2.459,    7.268,   -2.520,
       -1.885,   -1.486,   -5.386,   -2.105,   -4.363,    1.346,   -2.628,
       -2.501,    0.130,   -2.734,   -3.054
    },
    {   0.070,   -0.135,    0.002,    0.180,    0.101,    0.076,    0.172,
        0.150,    0.179,    0.233,   -0.043,   -0.070,    0.328,   -0.386,
        0.260,   -0.382,    0.159,   -0.136,    0.120,    0.229,   -0.163,
       -0.090,    0.006,    0.316,   -0.007,   -0.101,    0.582,    0.120,
        0.068,   -0.160,    3.535,    3.584,   -1.773,    7.056,   -2.707,
       -1.302,   -1.546,   -5.493,   -1.532,   -5.099,    1.449,   -2.912,
       -1.825,    0.116,   -2.399,   -2.758
    },
    {   0.174,    0.005,    0.010,    0.072,   -0.088,    0.171,   -0.131,
        0.144,    0.100,    0.185,    0.003,   -0.081,    0.574,   -0.337,
        0.120,   -0.121,    0.166,   -0.084,    0.410,    0.004,   -0.063,
        0.029,   -0.144,    0.372,    0.340,    0.046,    0.178,   -0.030,
        0.007,    0.000,    3.431,    4.150,   -1.372,    7.120,   -1.501,
       -1.719,   -1.451,   -5.590,   -1.022,   -5.446,    1.925,   -2.684,
       -0.863,   -0.218,   -2.664,   -2.963
    },
    {  -0.017,    0.220,    0.045,    0.059,    0.053,   -0.156,   -0.172,
        0.299,    0.093,    0.387,   -0.011,   -0.042,    0.442,   -0.500,
        0.080,    0.121,    0.213,   -0.411,    0.000,    0.120,   -0.005,
        0.077,   -0.230,    0.499,    0.041,   -0.166,    0.156,    0.035,
        0.153,    0.015,    4.072,    4.068,   -1.285,    5.902,   -1.348,
       -2.158,   -1.550,   -5.903,   -0.840,   -5.398,    1.950,   -3.264,
       -0.953,    0.227,   -2.429,   -3.008
    },
    {  -0.234,    0.117,   -0.165,   -0.080,    0.144,   -0.013,   -0.178,
        0.346,    0.145,    0.055,   -0.060,    0.163,    0.308,   -0.436,
       -0.014,   -0.127,    0.115,   -0.069,   -0.259,    0.156,    0.037,
        0.196,    0.253,    0.542,    0.195,    0.098,    0.404,    0.149,
       -0.140,   -0.161,    3.950,    4.362,   -1.615,    5.375,   -0.923,
       -2.161,   -1.768,   -6.093,   -1.400,   -4.924,    2.562,   -3.044,
       -0.444,   -0.400,   -2.453,   -2.934
    },
    {  -0.264,   -0.022,   -0.216,   -0.064,    0.082,   -0.039,   -0.386,
        0.312,    0.033,    0.033,   -0.052,    0.110,    0.514,   -0.374,
       -0.072,   -0.046,   -0.028,   -0.082,   -0.148,    0.217,    0.056,
        0.111,    0.280,    0.433,    0.068,    0.095,    0.399,    0.003,
       -0.144,   -0.259,    4.130,    3.759,   -1.846,    5.292,    0.198,
       -2.316,   -1.960,   -6.021,   -1.582,   -5.984,    2.358,   -3.366,
       -0.379,   -0.846,   -2.708,   -3.064
    },
    {  -0.313,    0.004,   -0.195,   -0.138,    0.233,   -0.139,   -0.384,
        0.050,   -0.031,   -0.011,   -0.234,    0.186,    0.337,   -0.399,
       -0.344,   -0.378,    0.045,    0.046,   -0.253,    0.035,    0.225,
       -0.079,    0.428,    0.547,   -0.086,    0.212,    0.576,   -0.185,
        0.120,   -0.230,    4.675,    4.008,   -2.121,    5.440,    0.016,
       -2.450,   -1.798,   -6.407,   -1.119,   -6.486,    1.928,   -3.846,
       -0.925,   -0.223,   -2.894,   -2.453
    },
    {  -0.233,    0.063,   -0.199,   -0.249,    0.076,   -0.039,   -0.498,
       -0.149,   -0.106,   -0.002,   -0.515,    0.174,    0.391,   -0.447,
       -0.356,   -0.130,    0.146,    0.159,   -0.169,    0.102,    0.153,
        0.011,    0.316,    0.331,   -0.027,    0.041,    0.661,   -0.081,
        0.226,   -0.141,    4.765,    4.751,   -2.744,    5.720,   -0.594,
       -2.279,   -1.421,   -6.486,   -0.892,   -6.256,    2.229,   -3.515,
       -1.007,    0.077,   -2.096,   -1.577
    },
    {  -0.714,    0.489,   -0.117,    0.268,    0.195,    0.119,    0.035,
        0.128,   -0.351,    0.155,    0.133,    0.058,    0.268,    0.008,
       -0.084,    0.186,   -0.090,   -0.208,   -0.569,   -0.009,    0.268,
        0.031,    0.379,    0.093,    0.409,   -0.044,    0.249,   -0.070,
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       -0.106,    0.050,    0.213,   -0.012,    0.300,    0.149,    0.005,
       -0.159,   -0.194,   -0.257,    0.050,   -0.087,   -0.223,    0.119,
        0.172,   -0.373,    8.222,    3.875,   -1.826,    7.904,    1.473,
        1.075,    2.493,   -9.282,   -1.648,   -4.280,    2.162,   -2.737,
       -2.234,   -1.932,   -7.013,   -2.525
    },
    {  -0.475,    0.017,    0.553,    0.139,   -0.335,   -0.351,    0.145,
        0.531,   -0.583,    0.078,   -0.235,    0.011,    0.410,   -0.349,
        0.013,   -0.053,   -0.002,   -0.067,    0.122,    0.369,    0.160,
       -0.170,   -0.245,   -0.279,    0.231,   -0.297,   -0.146,    0.112,
        0.177,   -0.221,    8.254,    3.121,   -1.526,    7.976,    0.796,
        1.147,    1.694,   -8.384,   -2.055,   -4.068,    2.687,   -2.308,
       -1.626,   -1.397,   -7.074,   -1.920
    },
    {  -0.500,    0.090,    0.447,    0.192,   -0.349,   -0.332,    0.009,
        0.307,   -0.351,   -0.238,   -0.166,   -0.002,    0.422,   -0.351,
        0.178,   -0.082,   -0.025,   -0.046,    0.269,    0.114,   -0.020,
        0.016,   -0.046,   -0.401,    0.282,    0.148,   -0.059,   -0.083,
        0.083,   -0.240,    7.822,    2.385,   -1.186,    7.433,    1.679,
        1.502,    0.919,   -7.996,   -2.388,   -3.724,    2.153,   -1.709,
       -1.900,   -2.004,   -7.592,   -1.452
    },
    {  -0.498,    0.115,    0.427,    0.160,   -0.435,   -0.290,    0.180,
        0.211,   -0.266,   -0.311,   -0.148,    0.016,    0.427,   -0.392,
        0.306,   -0.156,   -0.106,   -0.048,    0.377,    0.216,   -0.071,
        0.030,    0.036,   -0.290,    0.377,    0.150,   -0.067,   -0.065,
       -0.126,   -0.235,    8.027,    3.189,   -1.582,    7.609,    1.494,
        1.596,    0.824,   -7.774,   -2.097,   -3.971,    2.013,   -1.359,
       -1.903,   -1.532,   -7.514,   -1.110
    },
    {  -0.503,    0.261,    0.411,    0.034,   -0.395,   -0.215,    0.107,
        0.187,   -0.319,   -0.062,    0.182,   -0.018,    0.383,   -0.340,
        0.508,   -0.150,    0.138,   -0.184,    0.322,    0.191,   -0.020,
       -0.062,    0.038,   -0.192,    0.076,    0.154,    0.054,    0.098,
       -0.173,   -0.207,    8.783,    3.186,   -1.452,    8.022,    1.620,
        1.209,    0.816,   -7.787,   -1.744,   -3.748,    2.865,   -2.025,
       -1.183,   -2.261,   -8.067,   -1.633
    },
    {  -0.665,    0.206,    0.133,    0.157,   -0.220,   -0.202,    0.127,
       -0.063,   -0.023,   -0.191,    0.202,   -0.218,    0.298,   -0.236,
        0.262,   -0.242,    0.309,   -0.284,    0.209,    0.290,   -0.087,
        0.017,   -0.033,   -0.063,    0.288,    0.150,    0.253,   -0.051,
       -0.179,   -0.126,    8.151,    2.181,   -0.953,    7.380,    1.954,
        1.499,    0.424,   -7.209,   -2.573,   -3.923,    2.692,   -2.828,
       -1.095,   -2.360,   -7.693,   -1.701
    },
    {  -0.461,    0.095,    0.135,    0.173,   -0.153,   -0.120,    0.109,
       -0.222,   -0.181,   -0.129,    0.379,   -0.274,    0.325,   -0.337,
        0.524,   -0.214,    0.184,   -0.248,    0.209,    0.165,   -0.018,
        0.077,   -0.075,   -0.040,    0.361,    0.203,    0.341,   -0.031,
       -0.433,   -0.157,    8.267,    2.899,   -0.769,    7.153,    1.106,
        1.370,    0.530,   -6.992,   -2.012,   -3.995,    2.131,   -2.723,
       -1.110,   -1.965,   -7.613,   -1.708
    },
    {  -0.582,    0.157,    0.241,    0.160,   -0.067,   -0.157,    0.174,
       -0.129,   -0.154,   -0.019,    0.277,   -0.280,    0.407,   -0.359,
        0.492,   -0.210,    0.046,   -0.334,    0.200,    0.167,    0.296,
        0.096,    0.044,   -0.202,    0.264,    0.001,    0.333,   -0.004,
       -0.473,   -0.055,    7.966,    2.680,   -0.988,    7.639,    2.112,
        1.848,    0.529,   -6.836,   -1.417,   -3.571,    2.039,   -2.514,
       -1.020,   -1.710,   -7.657,   -1.714
    },
    {  -0.822,    0.230,    0.369,    0.118,   -0.105,   -0.314,    0.257,
       -0.085,   -0.207,    0.018,    0.416,   -0.102,    0.435,   -0.349,
        0.546,   -0.146,   -0.176,   -0.568,    0.025,    0.177,    0.352,
       -0.104,    0.019,   -0.094,    0.264,   -0.186,    0.298,    0.043,
       -0.443,    0.030,    8.406,    3.234,   -0.524,    7.639,    2.284,
        2.135,    0.799,   -7.264,   -1.510,   -3.372,    2.018,   -2.218,
       -0.968,   -1.432,   -7.489,   -1.838
    },
    {  -0.680,    0.291,    0.251,    0.030,   -0.151,   -0.310,    0.151,
       -0.102,   -0.269,    0.203,    0.526,   -0.026,    0.501,   -0.329,
        0.578,   -0.305,   -0.085,   -0.560,    0.035,    0.171,    0.383,
       -0.052,   -0.106,    0.032,    0.283,   -0.168,    0.253,    0.093,
       -0.538,    0.055,    8.584,    3.610,   -0.695,    7.172,    2.819,
        2.065,    1.477,   -7.241,   -0.790,   -3.687,    1.873,   -2.046,
       -0.277,   -1.899,   -7.978,   -1.817
    },
    {  -0.773,    0.358,   -0.044,    0.021,   -0.348,   -0.346,    0.165,
       -0.154,   -0.149,    0.090,    0.584,   -0.009,    0.478,   -0.278,
        0.508,   -0.382,   -0.130,   -0.362,   -0.028,    0.224,    0.380,
       -0.102,   -0.227,    0.119,    0.231,   -0.044,    0.246,   -0.007,
       -0.575,   -0.034,    8.590,    3.890,   -1.379,    6.567,    2.158,
        1.627,    1.613,   -6.581,   -0.304,   -4.317,    1.481,   -2.806,
        0.483,   -2.071,   -7.917,   -2.332
    },
    {  -0.886,    0.215,    0.269,    0.128,   -0.276,   -0.277,    0.053,
       -0.242,    0.038,    0.028,    0.666,   -0.221,    0.370,   -0.371,
        0.548,   -0.307,   -0.166,   -0.441,   -0.074,    0.089,    0.129,
       -0.109,   -0.033,    0.032,    0.167,    0.076,    0.450,   -0.072,
       -0.515,    0.008,    9.149,    4.589,   -0.821,    7.050,    3.166,
        1.213,    2.084,   -6.563,   -0.928,   -4.397,    1.022,   -2.894,
        0.303,   -2.327,   -7.722,   -2.083
    },
    {  -0.549,   -0.014,   -0.021,   -0.222,   -0.337,   -0.275,    0.163,
       -0.053,   -0.274,    0.164,    0.485,    0.382,    0.683,   -0.243,
        0.143,   -0.165,   -0.049,   -0.216,    0.180,    0.224,    0.163,
        0.011,   -0.104,   -0.210,    0.185,   -0.197,    0.403,   -0.110,
       -0.787,    0.013,    9.220,    3.734,   -0.734,    7.132,    2.854,
        1.301,    1.671,   -7.023,   -0.319,   -4.821,    1.662,   -3.434,
        0.972,   -2.018,   -7.923,   -2.870
    }
  };


  double netfun(std::vector<double>& in, const double* w)
  {
    double x00 = in[0];
    double x;

    //Layer 1, Node 0
    x = w[0];
    x = x + w[1] * x00;
    double x10 = tanh(x);

    //Layer 1, Node 1
    x = w[2];
    x = x + w[3] * x00;
    double x11 = tanh(x);

    //Layer 1, Node 2
    x = w[4];
    x = x + w[5] * x00;
    double x12 = tanh(x);

    //Layer 1, Node 3
    x = w[6];
    x = x + w[7] * x00;
    double x13 = tanh(x);

    //Layer 1, Node 4
    x = w[8];
    x = x + w[9] * x00;
    double x14 = tanh(x);

    //Layer 1, Node 5
    x = w[10];
    x = x + w[11] * x00;
    double x15 = tanh(x);

    //Layer 1, Node 6
    x = w[12];
    x = x + w[13] * x00;
    double x16 = tanh(x);

    //Layer 1, Node 7
    x = w[14];
    x = x + w[15] * x00;
    double x17 = tanh(x);

    //Layer 1, Node 8
    x = w[16];
    x = x + w[17] * x00;
    double x18 = tanh(x);

    //Layer 1, Node 9
    x = w[18];
    x = x + w[19] * x00;
    double x19 = tanh(x);

    //Layer 1, Node 10
    x = w[20];
    x = x + w[21] * x00;
    double x110 = tanh(x);

    //Layer 1, Node 11
    x = w[22];
    x = x + w[23] * x00;
    double x111 = tanh(x);

    //Layer 1, Node 12
    x = w[24];
    x = x + w[25] * x00;
    double x112 = tanh(x);

    //Layer 1, Node 13
    x = w[26];
    x = x + w[27] * x00;
    double x113 = tanh(x);

    //Layer 1, Node 14
    x = w[28];
    x = x + w[29] * x00;
    double x114 = tanh(x);

    //Layer 2, Node 0
    x = w[30];
    x = x + w[31] * x10;
    x = x + w[32] * x11;
    x = x + w[33] * x12;
    x = x + w[34] * x13;
    x = x + w[35] * x14;
    x = x + w[36] * x15;
    x = x + w[37] * x16;
    x = x + w[38] * x17;
    x = x + w[39] * x18;
    x = x + w[40] * x19;
    x = x + w[41] * x110;
    x = x + w[42] * x111;
    x = x + w[43] * x112;
    x = x + w[44] * x113;
    x = x + w[45] * x114;
    double x20 = 1.0/(1.0+exp(-x));
    return x20;
  }
}; // End anonymous namespace

//-----------------------------------------------------------------------------
// Compute average over networks. Default is to use all networks
//-----------------------------------------------------------------------------

double ElHad_300_80(std::vector<double>& inputvars,
                    int first=0,
                    int last=nnetworks-1)
{
  if ( first < 0 ) first = 0;
  if ( last  < 0 ) last  = nnetworks-1;
  if ( last  > nnetworks-1 ) last = nnetworks-1;
  if ( first > last )
    {
      std::cerr << "** ElHad_300_80 ** first-index > last-index"
                << std::endl; exit(3);
    }

  // Compute average over networks
  std::vector<double> in(ninputs);
  in[0] = (inputvars[0] - mean[0]) / sigma[0];

  int   n = last - first + 1;
  double x = 0.0;
  for(int i=first; i <= last; i++) x += netfun(in, weight[i]);
  return x / n;
}

extern "C" double ElHad_300_80_dl(std::vector<double>& in,
                                  int first=0,
                                  int last=nnetworks-1)
{
  return ElHad_300_80(in, first, last);
}

extern "C" double ElHad_300_80_dl2(double* in,
                                   int first=0,
                                   int last=nnetworks-1)
{
  std::vector<double> invec;

  invec.push_back(in[0]);

  return ElHad_300_80(invec, first, last);
}