#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 r24781 = 1;
        float r24782 = x;
        float r24783 = exp(r24782);
        float r24784 = r24781 + r24783;
        float r24785 = log(r24784);
        float r24786 = y;
        float r24787 = r24782 * r24786;
        float r24788 = r24785 - r24787;
        return r24788;
}

double f_id(double x, double y) {
        double r24789 = 1;
        double r24790 = x;
        double r24791 = exp(r24790);
        double r24792 = r24789 + r24791;
        double r24793 = log(r24792);
        double r24794 = y;
        double r24795 = r24790 * r24794;
        double r24796 = r24793 - r24795;
        return r24796;
}


double f_of(float x, float y) {
        float r24797 = 1;
        float r24798 = x;
        float r24799 = exp(r24798);
        float r24800 = r24797 + r24799;
        float r24801 = log(r24800);
        float r24802 = y;
        float r24803 = r24798 * r24802;
        float r24804 = r24801 - r24803;
        return r24804;
}

double f_od(double x, double y) {
        double r24805 = 1;
        double r24806 = x;
        double r24807 = exp(r24806);
        double r24808 = r24805 + r24807;
        double r24809 = log(r24808);
        double r24810 = y;
        double r24811 = r24806 * r24810;
        double r24812 = r24809 - r24811;
        return r24812;
}

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 r24813, r24814, r24815, r24816, r24817, r24818, r24819, r24820;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(8208);
        mpfr_init_set_str(r24813, "1", 10, MPFR_RNDN);
        mpfr_init(r24814);
        mpfr_init(r24815);
        mpfr_init(r24816);
        mpfr_init(r24817);
        mpfr_init(r24818);
        mpfr_init(r24819);
        mpfr_init(r24820);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24814, x, MPFR_RNDN);
        mpfr_exp(r24815, r24814, MPFR_RNDN);
        mpfr_add(r24816, r24813, r24815, MPFR_RNDN);
        mpfr_log(r24817, r24816, MPFR_RNDN);
        mpfr_set_d(r24818, y, MPFR_RNDN);
        mpfr_mul(r24819, r24814, r24818, MPFR_RNDN);
        mpfr_sub(r24820, r24817, r24819, MPFR_RNDN);
        return mpfr_get_d(r24820, MPFR_RNDN);
}

static mpfr_t r24821, r24822, r24823, r24824, r24825, r24826, r24827, r24828;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(8208);
        mpfr_init_set_str(r24821, "1", 10, MPFR_RNDN);
        mpfr_init(r24822);
        mpfr_init(r24823);
        mpfr_init(r24824);
        mpfr_init(r24825);
        mpfr_init(r24826);
        mpfr_init(r24827);
        mpfr_init(r24828);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24822, x, MPFR_RNDN);
        mpfr_exp(r24823, r24822, MPFR_RNDN);
        mpfr_add(r24824, r24821, r24823, MPFR_RNDN);
        mpfr_log(r24825, r24824, MPFR_RNDN);
        mpfr_set_d(r24826, y, MPFR_RNDN);
        mpfr_mul(r24827, r24822, r24826, MPFR_RNDN);
        mpfr_sub(r24828, r24825, r24827, MPFR_RNDN);
        return mpfr_get_d(r24828, MPFR_RNDN);
}

static mpfr_t r24829, r24830, r24831, r24832, r24833, r24834, r24835, r24836;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(8208);
        mpfr_init_set_str(r24829, "1", 10, MPFR_RNDN);
        mpfr_init(r24830);
        mpfr_init(r24831);
        mpfr_init(r24832);
        mpfr_init(r24833);
        mpfr_init(r24834);
        mpfr_init(r24835);
        mpfr_init(r24836);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24830, x, MPFR_RNDN);
        mpfr_exp(r24831, r24830, MPFR_RNDN);
        mpfr_add(r24832, r24829, r24831, MPFR_RNDN);
        mpfr_log(r24833, r24832, MPFR_RNDN);
        mpfr_set_d(r24834, y, MPFR_RNDN);
        mpfr_mul(r24835, r24830, r24834, MPFR_RNDN);
        mpfr_sub(r24836, r24833, r24835, MPFR_RNDN);
        return mpfr_get_d(r24836, MPFR_RNDN);
}