#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 r24768 = 1;
        float r24769 = x;
        float r24770 = exp(r24769);
        float r24771 = r24768 + r24770;
        float r24772 = log(r24771);
        float r24773 = y;
        float r24774 = r24769 * r24773;
        float r24775 = r24772 - r24774;
        return r24775;
}

double f_id(double x, double y) {
        double r24776 = 1;
        double r24777 = x;
        double r24778 = exp(r24777);
        double r24779 = r24776 + r24778;
        double r24780 = log(r24779);
        double r24781 = y;
        double r24782 = r24777 * r24781;
        double r24783 = r24780 - r24782;
        return r24783;
}


double f_of(float x, float y) {
        float r24784 = 1;
        float r24785 = x;
        float r24786 = exp(r24785);
        float r24787 = r24784 + r24786;
        float r24788 = log(r24787);
        float r24789 = y;
        float r24790 = r24785 * r24789;
        float r24791 = r24788 - r24790;
        return r24791;
}

double f_od(double x, double y) {
        double r24792 = 1;
        double r24793 = x;
        double r24794 = exp(r24793);
        double r24795 = r24792 + r24794;
        double r24796 = log(r24795);
        double r24797 = y;
        double r24798 = r24793 * r24797;
        double r24799 = r24796 - r24798;
        return r24799;
}

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 r24800, r24801, r24802, r24803, r24804, r24805, r24806, r24807;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24800, "1", 10, MPFR_RNDN);
        mpfr_init(r24801);
        mpfr_init(r24802);
        mpfr_init(r24803);
        mpfr_init(r24804);
        mpfr_init(r24805);
        mpfr_init(r24806);
        mpfr_init(r24807);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24801, x, MPFR_RNDN);
        mpfr_exp(r24802, r24801, MPFR_RNDN);
        mpfr_add(r24803, r24800, r24802, MPFR_RNDN);
        mpfr_log(r24804, r24803, MPFR_RNDN);
        mpfr_set_d(r24805, y, MPFR_RNDN);
        mpfr_mul(r24806, r24801, r24805, MPFR_RNDN);
        mpfr_sub(r24807, r24804, r24806, MPFR_RNDN);
        return mpfr_get_d(r24807, MPFR_RNDN);
}

static mpfr_t r24808, r24809, r24810, r24811, r24812, r24813, r24814, r24815;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24808, "1", 10, MPFR_RNDN);
        mpfr_init(r24809);
        mpfr_init(r24810);
        mpfr_init(r24811);
        mpfr_init(r24812);
        mpfr_init(r24813);
        mpfr_init(r24814);
        mpfr_init(r24815);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24809, x, MPFR_RNDN);
        mpfr_exp(r24810, r24809, MPFR_RNDN);
        mpfr_add(r24811, r24808, r24810, MPFR_RNDN);
        mpfr_log(r24812, r24811, MPFR_RNDN);
        mpfr_set_d(r24813, y, MPFR_RNDN);
        mpfr_mul(r24814, r24809, r24813, MPFR_RNDN);
        mpfr_sub(r24815, r24812, r24814, MPFR_RNDN);
        return mpfr_get_d(r24815, MPFR_RNDN);
}

static mpfr_t r24816, r24817, r24818, r24819, r24820, r24821, r24822, r24823;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24816, "1", 10, MPFR_RNDN);
        mpfr_init(r24817);
        mpfr_init(r24818);
        mpfr_init(r24819);
        mpfr_init(r24820);
        mpfr_init(r24821);
        mpfr_init(r24822);
        mpfr_init(r24823);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24817, x, MPFR_RNDN);
        mpfr_exp(r24818, r24817, MPFR_RNDN);
        mpfr_add(r24819, r24816, r24818, MPFR_RNDN);
        mpfr_log(r24820, r24819, MPFR_RNDN);
        mpfr_set_d(r24821, y, MPFR_RNDN);
        mpfr_mul(r24822, r24817, r24821, MPFR_RNDN);
        mpfr_sub(r24823, r24820, r24822, MPFR_RNDN);
        return mpfr_get_d(r24823, MPFR_RNDN);
}