#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 r24776 = 1;
        float r24777 = x;
        float r24778 = exp(r24777);
        float r24779 = r24776 + r24778;
        float r24780 = log(r24779);
        float r24781 = y;
        float r24782 = r24777 * r24781;
        float r24783 = r24780 - r24782;
        return r24783;
}

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


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

double f_od(double x, double y) {
        double r24800 = 1;
        double r24801 = x;
        double r24802 = exp(r24801);
        double r24803 = r24800 + r24802;
        double r24804 = log(r24803);
        double r24805 = y;
        double r24806 = r24801 * r24805;
        double r24807 = r24804 - r24806;
        return r24807;
}

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

void setup_mpfr_f_im() {
        mpfr_set_default_prec(8208);
        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_im(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_fm() {
        mpfr_set_default_prec(8208);
        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_fm(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);
}

static mpfr_t r24824, r24825, r24826, r24827, r24828, r24829, r24830, r24831;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(8208);
        mpfr_init_set_str(r24824, "1", 10, MPFR_RNDN);
        mpfr_init(r24825);
        mpfr_init(r24826);
        mpfr_init(r24827);
        mpfr_init(r24828);
        mpfr_init(r24829);
        mpfr_init(r24830);
        mpfr_init(r24831);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24825, x, MPFR_RNDN);
        mpfr_exp(r24826, r24825, MPFR_RNDN);
        mpfr_add(r24827, r24824, r24826, MPFR_RNDN);
        mpfr_log(r24828, r24827, MPFR_RNDN);
        mpfr_set_d(r24829, y, MPFR_RNDN);
        mpfr_mul(r24830, r24825, r24829, MPFR_RNDN);
        mpfr_sub(r24831, r24828, r24830, MPFR_RNDN);
        return mpfr_get_d(r24831, MPFR_RNDN);
}