#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 r24738 = 1;
        float r24739 = x;
        float r24740 = exp(r24739);
        float r24741 = r24738 + r24740;
        float r24742 = log(r24741);
        float r24743 = y;
        float r24744 = r24739 * r24743;
        float r24745 = r24742 - r24744;
        return r24745;
}

double f_id(double x, double y) {
        double r24746 = 1;
        double r24747 = x;
        double r24748 = exp(r24747);
        double r24749 = r24746 + r24748;
        double r24750 = log(r24749);
        double r24751 = y;
        double r24752 = r24747 * r24751;
        double r24753 = r24750 - r24752;
        return r24753;
}


double f_of(float x, float y) {
        float r24754 = 1;
        float r24755 = x;
        float r24756 = exp(r24755);
        float r24757 = r24754 + r24756;
        float r24758 = sqrt(r24757);
        float r24759 = log(r24758);
        float r24760 = r24759 + r24759;
        float r24761 = y;
        float r24762 = r24755 * r24761;
        float r24763 = r24760 - r24762;
        return r24763;
}

double f_od(double x, double y) {
        double r24764 = 1;
        double r24765 = x;
        double r24766 = exp(r24765);
        double r24767 = r24764 + r24766;
        double r24768 = sqrt(r24767);
        double r24769 = log(r24768);
        double r24770 = r24769 + r24769;
        double r24771 = y;
        double r24772 = r24765 * r24771;
        double r24773 = r24770 - r24772;
        return r24773;
}

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 r24774, r24775, r24776, r24777, r24778, r24779, r24780, r24781;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24774, "1", 10, MPFR_RNDN);
        mpfr_init(r24775);
        mpfr_init(r24776);
        mpfr_init(r24777);
        mpfr_init(r24778);
        mpfr_init(r24779);
        mpfr_init(r24780);
        mpfr_init(r24781);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24775, x, MPFR_RNDN);
        mpfr_exp(r24776, r24775, MPFR_RNDN);
        mpfr_add(r24777, r24774, r24776, MPFR_RNDN);
        mpfr_log(r24778, r24777, MPFR_RNDN);
        mpfr_set_d(r24779, y, MPFR_RNDN);
        mpfr_mul(r24780, r24775, r24779, MPFR_RNDN);
        mpfr_sub(r24781, r24778, r24780, MPFR_RNDN);
        return mpfr_get_d(r24781, MPFR_RNDN);
}

static mpfr_t r24782, r24783, r24784, r24785, r24786, r24787, r24788, r24789, r24790, r24791;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24782, "1", 10, MPFR_RNDN);
        mpfr_init(r24783);
        mpfr_init(r24784);
        mpfr_init(r24785);
        mpfr_init(r24786);
        mpfr_init(r24787);
        mpfr_init(r24788);
        mpfr_init(r24789);
        mpfr_init(r24790);
        mpfr_init(r24791);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24783, x, MPFR_RNDN);
        mpfr_exp(r24784, r24783, MPFR_RNDN);
        mpfr_add(r24785, r24782, r24784, MPFR_RNDN);
        mpfr_sqrt(r24786, r24785, MPFR_RNDN);
        mpfr_log(r24787, r24786, MPFR_RNDN);
        mpfr_add(r24788, r24787, r24787, MPFR_RNDN);
        mpfr_set_d(r24789, y, MPFR_RNDN);
        mpfr_mul(r24790, r24783, r24789, MPFR_RNDN);
        mpfr_sub(r24791, r24788, r24790, MPFR_RNDN);
        return mpfr_get_d(r24791, MPFR_RNDN);
}

static mpfr_t r24792, r24793, r24794, r24795, r24796, r24797, r24798, r24799, r24800, r24801;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24792, "1", 10, MPFR_RNDN);
        mpfr_init(r24793);
        mpfr_init(r24794);
        mpfr_init(r24795);
        mpfr_init(r24796);
        mpfr_init(r24797);
        mpfr_init(r24798);
        mpfr_init(r24799);
        mpfr_init(r24800);
        mpfr_init(r24801);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24793, x, MPFR_RNDN);
        mpfr_exp(r24794, r24793, MPFR_RNDN);
        mpfr_add(r24795, r24792, r24794, MPFR_RNDN);
        mpfr_sqrt(r24796, r24795, MPFR_RNDN);
        mpfr_log(r24797, r24796, MPFR_RNDN);
        mpfr_add(r24798, r24797, r24797, MPFR_RNDN);
        mpfr_set_d(r24799, y, MPFR_RNDN);
        mpfr_mul(r24800, r24793, r24799, MPFR_RNDN);
        mpfr_sub(r24801, r24798, r24800, MPFR_RNDN);
        return mpfr_get_d(r24801, MPFR_RNDN);
}