#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 r24783 = 1;
        float r24784 = x;
        float r24785 = exp(r24784);
        float r24786 = r24783 + r24785;
        float r24787 = log(r24786);
        float r24788 = y;
        float r24789 = r24784 * r24788;
        float r24790 = r24787 - r24789;
        return r24790;
}

double f_id(double x, double y) {
        double r24791 = 1;
        double r24792 = x;
        double r24793 = exp(r24792);
        double r24794 = r24791 + r24793;
        double r24795 = log(r24794);
        double r24796 = y;
        double r24797 = r24792 * r24796;
        double r24798 = r24795 - r24797;
        return r24798;
}


double f_of(float x, float y) {
        float r24799 = 1;
        float r24800 = x;
        float r24801 = exp(r24800);
        float r24802 = r24799 + r24801;
        float r24803 = sqrt(r24802);
        float r24804 = log(r24803);
        float r24805 = r24804 + r24804;
        float r24806 = y;
        float r24807 = r24800 * r24806;
        float r24808 = r24805 - r24807;
        return r24808;
}

double f_od(double x, double y) {
        double r24809 = 1;
        double r24810 = x;
        double r24811 = exp(r24810);
        double r24812 = r24809 + r24811;
        double r24813 = sqrt(r24812);
        double r24814 = log(r24813);
        double r24815 = r24814 + r24814;
        double r24816 = y;
        double r24817 = r24810 * r24816;
        double r24818 = r24815 - r24817;
        return r24818;
}

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 r24819, r24820, r24821, r24822, r24823, r24824, r24825, r24826;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r24819, "1", 10, MPFR_RNDN);
        mpfr_init(r24820);
        mpfr_init(r24821);
        mpfr_init(r24822);
        mpfr_init(r24823);
        mpfr_init(r24824);
        mpfr_init(r24825);
        mpfr_init(r24826);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24820, x, MPFR_RNDN);
        mpfr_exp(r24821, r24820, MPFR_RNDN);
        mpfr_add(r24822, r24819, r24821, MPFR_RNDN);
        mpfr_log(r24823, r24822, MPFR_RNDN);
        mpfr_set_d(r24824, y, MPFR_RNDN);
        mpfr_mul(r24825, r24820, r24824, MPFR_RNDN);
        mpfr_sub(r24826, r24823, r24825, MPFR_RNDN);
        return mpfr_get_d(r24826, MPFR_RNDN);
}

static mpfr_t r24827, r24828, r24829, r24830, r24831, r24832, r24833, r24834, r24835, r24836;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r24827, "1", 10, MPFR_RNDN);
        mpfr_init(r24828);
        mpfr_init(r24829);
        mpfr_init(r24830);
        mpfr_init(r24831);
        mpfr_init(r24832);
        mpfr_init(r24833);
        mpfr_init(r24834);
        mpfr_init(r24835);
        mpfr_init(r24836);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24828, x, MPFR_RNDN);
        mpfr_exp(r24829, r24828, MPFR_RNDN);
        mpfr_add(r24830, r24827, r24829, MPFR_RNDN);
        mpfr_sqrt(r24831, r24830, MPFR_RNDN);
        mpfr_log(r24832, r24831, MPFR_RNDN);
        mpfr_add(r24833, r24832, r24832, MPFR_RNDN);
        mpfr_set_d(r24834, y, MPFR_RNDN);
        mpfr_mul(r24835, r24828, r24834, MPFR_RNDN);
        mpfr_sub(r24836, r24833, r24835, MPFR_RNDN);
        return mpfr_get_d(r24836, MPFR_RNDN);
}

static mpfr_t r24837, r24838, r24839, r24840, r24841, r24842, r24843, r24844, r24845, r24846;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r24837, "1", 10, MPFR_RNDN);
        mpfr_init(r24838);
        mpfr_init(r24839);
        mpfr_init(r24840);
        mpfr_init(r24841);
        mpfr_init(r24842);
        mpfr_init(r24843);
        mpfr_init(r24844);
        mpfr_init(r24845);
        mpfr_init(r24846);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24838, x, MPFR_RNDN);
        mpfr_exp(r24839, r24838, MPFR_RNDN);
        mpfr_add(r24840, r24837, r24839, MPFR_RNDN);
        mpfr_sqrt(r24841, r24840, MPFR_RNDN);
        mpfr_log(r24842, r24841, MPFR_RNDN);
        mpfr_add(r24843, r24842, r24842, MPFR_RNDN);
        mpfr_set_d(r24844, y, MPFR_RNDN);
        mpfr_mul(r24845, r24838, r24844, MPFR_RNDN);
        mpfr_sub(r24846, r24843, r24845, MPFR_RNDN);
        return mpfr_get_d(r24846, MPFR_RNDN);
}