#include <tgmath.h>
#include <gmp.h>
#include <mpfr.h>
#include <stdio.h>
#include <stdbool.h>

char *name = "Logistic regression 2";

double f_if(float x, float y) {
        float r24807 = 1;
        float r24808 = x;
        float r24809 = exp(r24808);
        float r24810 = r24807 + r24809;
        float r24811 = log(r24810);
        float r24812 = y;
        float r24813 = r24808 * r24812;
        float r24814 = r24811 - r24813;
        return r24814;
}

double f_id(double x, double y) {
        double r24815 = 1;
        double r24816 = x;
        double r24817 = exp(r24816);
        double r24818 = r24815 + r24817;
        double r24819 = log(r24818);
        double r24820 = y;
        double r24821 = r24816 * r24820;
        double r24822 = r24819 - r24821;
        return r24822;
}


double f_of(float x, float y) {
        float r24823 = 1;
        float r24824 = x;
        float r24825 = exp(r24824);
        float r24826 = r24823 + r24825;
        float r24827 = sqrt(r24826);
        float r24828 = log(r24827);
        float r24829 = y;
        float r24830 = r24824 * r24829;
        float r24831 = r24828 - r24830;
        float r24832 = r24828 + r24831;
        return r24832;
}

double f_od(double x, double y) {
        double r24833 = 1;
        double r24834 = x;
        double r24835 = exp(r24834);
        double r24836 = r24833 + r24835;
        double r24837 = sqrt(r24836);
        double r24838 = log(r24837);
        double r24839 = y;
        double r24840 = r24834 * r24839;
        double r24841 = r24838 - r24840;
        double r24842 = r24838 + r24841;
        return r24842;
}

void mpfr_fmod2(mpfr_t r, mpfr_t n, mpfr_t d, mpfr_rnd_t rmd) {
        mpfr_fmod(r, n, d, rmd);
        if (mpfr_cmp_ui(r, 0) < 0) mpfr_add(r, r, d, rmd);
}


static mpfr_t r24843, r24844, r24845, r24846, r24847, r24848, r24849, r24850;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24843, "1", 10, MPFR_RNDN);
        mpfr_init(r24844);
        mpfr_init(r24845);
        mpfr_init(r24846);
        mpfr_init(r24847);
        mpfr_init(r24848);
        mpfr_init(r24849);
        mpfr_init(r24850);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24844, x, MPFR_RNDN);
        mpfr_exp(r24845, r24844, MPFR_RNDN);
        mpfr_add(r24846, r24843, r24845, MPFR_RNDN);
        mpfr_log(r24847, r24846, MPFR_RNDN);
        mpfr_set_d(r24848, y, MPFR_RNDN);
        mpfr_mul(r24849, r24844, r24848, MPFR_RNDN);
        mpfr_sub(r24850, r24847, r24849, MPFR_RNDN);
        return mpfr_get_d(r24850, MPFR_RNDN);
}

static mpfr_t r24851, r24852, r24853, r24854, r24855, r24856, r24857, r24858, r24859, r24860;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24851, "1", 10, MPFR_RNDN);
        mpfr_init(r24852);
        mpfr_init(r24853);
        mpfr_init(r24854);
        mpfr_init(r24855);
        mpfr_init(r24856);
        mpfr_init(r24857);
        mpfr_init(r24858);
        mpfr_init(r24859);
        mpfr_init(r24860);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24852, x, MPFR_RNDN);
        mpfr_exp(r24853, r24852, MPFR_RNDN);
        mpfr_add(r24854, r24851, r24853, MPFR_RNDN);
        mpfr_sqrt(r24855, r24854, MPFR_RNDN);
        mpfr_log(r24856, r24855, MPFR_RNDN);
        mpfr_set_d(r24857, y, MPFR_RNDN);
        mpfr_mul(r24858, r24852, r24857, MPFR_RNDN);
        mpfr_sub(r24859, r24856, r24858, MPFR_RNDN);
        mpfr_add(r24860, r24856, r24859, MPFR_RNDN);
        return mpfr_get_d(r24860, MPFR_RNDN);
}

static mpfr_t r24861, r24862, r24863, r24864, r24865, r24866, r24867, r24868, r24869, r24870;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24861, "1", 10, MPFR_RNDN);
        mpfr_init(r24862);
        mpfr_init(r24863);
        mpfr_init(r24864);
        mpfr_init(r24865);
        mpfr_init(r24866);
        mpfr_init(r24867);
        mpfr_init(r24868);
        mpfr_init(r24869);
        mpfr_init(r24870);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24862, x, MPFR_RNDN);
        mpfr_exp(r24863, r24862, MPFR_RNDN);
        mpfr_add(r24864, r24861, r24863, MPFR_RNDN);
        mpfr_sqrt(r24865, r24864, MPFR_RNDN);
        mpfr_log(r24866, r24865, MPFR_RNDN);
        mpfr_set_d(r24867, y, MPFR_RNDN);
        mpfr_mul(r24868, r24862, r24867, MPFR_RNDN);
        mpfr_sub(r24869, r24866, r24868, MPFR_RNDN);
        mpfr_add(r24870, r24866, r24869, MPFR_RNDN);
        return mpfr_get_d(r24870, MPFR_RNDN);
}