#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 r24739 = 1;
        float r24740 = x;
        float r24741 = exp(r24740);
        float r24742 = r24739 + r24741;
        float r24743 = log(r24742);
        float r24744 = y;
        float r24745 = r24740 * r24744;
        float r24746 = r24743 - r24745;
        return r24746;
}

double f_id(double x, double y) {
        double r24747 = 1;
        double r24748 = x;
        double r24749 = exp(r24748);
        double r24750 = r24747 + r24749;
        double r24751 = log(r24750);
        double r24752 = y;
        double r24753 = r24748 * r24752;
        double r24754 = r24751 - r24753;
        return r24754;
}


double f_of(float x, float y) {
        float r24755 = 1;
        float r24756 = x;
        float r24757 = exp(r24756);
        float r24758 = r24755 + r24757;
        float r24759 = log(r24758);
        float r24760 = y;
        float r24761 = r24756 * r24760;
        float r24762 = r24759 - r24761;
        return r24762;
}

double f_od(double x, double y) {
        double r24763 = 1;
        double r24764 = x;
        double r24765 = exp(r24764);
        double r24766 = r24763 + r24765;
        double r24767 = log(r24766);
        double r24768 = y;
        double r24769 = r24764 * r24768;
        double r24770 = r24767 - r24769;
        return r24770;
}

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 r24771, r24772, r24773, r24774, r24775, r24776, r24777, r24778;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24771, "1", 10, MPFR_RNDN);
        mpfr_init(r24772);
        mpfr_init(r24773);
        mpfr_init(r24774);
        mpfr_init(r24775);
        mpfr_init(r24776);
        mpfr_init(r24777);
        mpfr_init(r24778);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24772, x, MPFR_RNDN);
        mpfr_exp(r24773, r24772, MPFR_RNDN);
        mpfr_add(r24774, r24771, r24773, MPFR_RNDN);
        mpfr_log(r24775, r24774, MPFR_RNDN);
        mpfr_set_d(r24776, y, MPFR_RNDN);
        mpfr_mul(r24777, r24772, r24776, MPFR_RNDN);
        mpfr_sub(r24778, r24775, r24777, MPFR_RNDN);
        return mpfr_get_d(r24778, MPFR_RNDN);
}

static mpfr_t r24779, r24780, r24781, r24782, r24783, r24784, r24785, r24786;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24779, "1", 10, MPFR_RNDN);
        mpfr_init(r24780);
        mpfr_init(r24781);
        mpfr_init(r24782);
        mpfr_init(r24783);
        mpfr_init(r24784);
        mpfr_init(r24785);
        mpfr_init(r24786);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24780, x, MPFR_RNDN);
        mpfr_exp(r24781, r24780, MPFR_RNDN);
        mpfr_add(r24782, r24779, r24781, MPFR_RNDN);
        mpfr_log(r24783, r24782, MPFR_RNDN);
        mpfr_set_d(r24784, y, MPFR_RNDN);
        mpfr_mul(r24785, r24780, r24784, MPFR_RNDN);
        mpfr_sub(r24786, r24783, r24785, MPFR_RNDN);
        return mpfr_get_d(r24786, MPFR_RNDN);
}

static mpfr_t r24787, r24788, r24789, r24790, r24791, r24792, r24793, r24794;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24787, "1", 10, MPFR_RNDN);
        mpfr_init(r24788);
        mpfr_init(r24789);
        mpfr_init(r24790);
        mpfr_init(r24791);
        mpfr_init(r24792);
        mpfr_init(r24793);
        mpfr_init(r24794);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24788, x, MPFR_RNDN);
        mpfr_exp(r24789, r24788, MPFR_RNDN);
        mpfr_add(r24790, r24787, r24789, MPFR_RNDN);
        mpfr_log(r24791, r24790, MPFR_RNDN);
        mpfr_set_d(r24792, y, MPFR_RNDN);
        mpfr_mul(r24793, r24788, r24792, MPFR_RNDN);
        mpfr_sub(r24794, r24791, r24793, MPFR_RNDN);
        return mpfr_get_d(r24794, MPFR_RNDN);
}