rna.c

#include "rna.h"

const float IW[HIDDENLAYER][INPUTNEURONS] __attribute__ ((space(auto_psv)))=
{
{1.047027,-0.815228,0.960549,0.484774,0.418260,-0.004937,0.516970,0.406987,0.110904,-0.604886},
{0.076442,1.453922,-0.680927,-0.810879,-0.594716,1.551412,-0.305021,-0.231595,0.028193,-0.282614},
{0.402830,1.690996,-0.555754,-0.456422,1.627887,0.189146,0.415651,-0.052006,0.331266,-0.078682},
{1.806981,-0.373345,0.862798,-0.426506,0.558061,-0.279638,0.779107,0.150396,0.324741,0.374584},
{0.662530,0.943128,1.127766,0.026123,-0.013096,-2.342923,0.302664,1.389497,0.460767,0.281404},
{-1.157117,-1.137295,0.354837,1.444840,1.183292,-0.017022,0.596518,-1.021847,-0.078122,-0.437321},
{-1.499647,0.150711,1.540705,-0.791430,-0.586489,0.579459,0.232160,-0.117670,0.281416,0.110104},
{0.369572,0.841681,2.305480,0.141168,0.232209,1.099252,-1.040907,-0.180279,0.397970,0.045740},
{1.230623,0.332963,-0.850665,2.459403,-0.500253,0.245809,-1.286095,0.166824,-0.364797,-0.298473},
{1.546392,-1.300834,-0.610146,-1.101775,-0.606040,0.372494,-0.181644,-0.236492,-0.318449,-0.532781}
};

const float LW[OUTPUTNEURONS][HIDDENLAYER] __attribute__ ((space(auto_psv)))=
{
{-0.133523,0.758683,-1.503009,0.714841,1.998544,-2.038258,0.915516,-0.944505,-2.606126,-0.969636},
{0.441482,0.544173,0.503875,-1.110386,1.240239,0.881754,-0.069154,0.816033,0.463053,-3.128595},
{-0.357752,0.545123,-0.208993,-0.054234,-1.195032,0.749229,-1.832361,-3.302467,-0.564766,-1.039079},
{1.666303,0.460732,-0.201970,2.168897,0.540035,-0.365579,-1.937120,0.324525,0.265677,0.351427},
{0.623876,-0.566194,-3.552181,-0.089529,-0.633187,0.211749,0.517563,0.292850,0.414607,-0.160239},
{1.076558,0.721854,0.120571,0.562063,-1.936281,1.513320,-0.408797,1.203547,-3.167293,-0.940667},
{-0.663687,2.633188,-0.421498,-0.450168,-1.558711,-1.542390,-0.323754,0.602616,0.434944,-0.646091}
};

const float bias1[HIDDENLAYER] __attribute__ ((space(auto_psv)))=
{
    -1.305751,-0.536226,1.852170,-0.302820,0.150765,-0.762413,0.003708,0.843483,1.571737,1.821548
};

const float bias2[OUTPUTNEURONS] __attribute__ ((space(auto_psv)))=
{
    0.166977,-2.217352,0.072443,-0.623935,-1.345316,-0.991794,-1.913293
};

const float ps_rangex[INPUTNEURONS] __attribute__ ((space(auto_psv)))=
{
    7.910717,6.608175,6.276714,3.489454,3.300639,3.824138,4.544540,3.983483,2.817744,2.823563
};

const float ps_xmin[INPUTNEURONS] __attribute__ ((space(auto_psv)))=
{
    -2.491656,-2.705808,-3.763531,-1.917638,-1.597621,-1.834372,-2.829703,-1.751540,-1.469531,-1.213352
};

//PCA CONSTANTS

const float means[624] __attribute__ ((space(auto_psv)))=
{
    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};

const float eigenCov[624][INPUTNEURONS] __attribute__ ((space(auto_psv)))=
{
{0.1400679219695514,-0.0384442951672389,-0.11783817743173039,0.16909965540752636,-0.048919279860152744,6.453541018966231E-4,-0.027257987600518195,-0.06034289602031105,0.007943871502517807,0.08143255975061035},
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