#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 r24758 = 1;
        float r24759 = x;
        float r24760 = exp(r24759);
        float r24761 = r24758 + r24760;
        float r24762 = log(r24761);
        float r24763 = y;
        float r24764 = r24759 * r24763;
        float r24765 = r24762 - r24764;
        return r24765;
}

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


double f_of(float x, float y) {
        float r24774 = 1;
        float r24775 = x;
        float r24776 = exp(r24775);
        float r24777 = r24774 + r24776;
        float r24778 = log(r24777);
        float r24779 = y;
        float r24780 = r24775 * r24779;
        float r24781 = r24778 - r24780;
        return r24781;
}

double f_od(double x, double y) {
        double r24782 = 1;
        double r24783 = x;
        double r24784 = exp(r24783);
        double r24785 = r24782 + r24784;
        double r24786 = log(r24785);
        double r24787 = y;
        double r24788 = r24783 * r24787;
        double r24789 = r24786 - r24788;
        return r24789;
}

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 r24790, r24791, r24792, r24793, r24794, r24795, r24796, r24797;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24790, "1", 10, MPFR_RNDN);
        mpfr_init(r24791);
        mpfr_init(r24792);
        mpfr_init(r24793);
        mpfr_init(r24794);
        mpfr_init(r24795);
        mpfr_init(r24796);
        mpfr_init(r24797);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24791, x, MPFR_RNDN);
        mpfr_exp(r24792, r24791, MPFR_RNDN);
        mpfr_add(r24793, r24790, r24792, MPFR_RNDN);
        mpfr_log(r24794, r24793, MPFR_RNDN);
        mpfr_set_d(r24795, y, MPFR_RNDN);
        mpfr_mul(r24796, r24791, r24795, MPFR_RNDN);
        mpfr_sub(r24797, r24794, r24796, MPFR_RNDN);
        return mpfr_get_d(r24797, MPFR_RNDN);
}

static mpfr_t r24798, r24799, r24800, r24801, r24802, r24803, r24804, r24805;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24798, "1", 10, MPFR_RNDN);
        mpfr_init(r24799);
        mpfr_init(r24800);
        mpfr_init(r24801);
        mpfr_init(r24802);
        mpfr_init(r24803);
        mpfr_init(r24804);
        mpfr_init(r24805);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24799, x, MPFR_RNDN);
        mpfr_exp(r24800, r24799, MPFR_RNDN);
        mpfr_add(r24801, r24798, r24800, MPFR_RNDN);
        mpfr_log(r24802, r24801, MPFR_RNDN);
        mpfr_set_d(r24803, y, MPFR_RNDN);
        mpfr_mul(r24804, r24799, r24803, MPFR_RNDN);
        mpfr_sub(r24805, r24802, r24804, MPFR_RNDN);
        return mpfr_get_d(r24805, MPFR_RNDN);
}

static mpfr_t r24806, r24807, r24808, r24809, r24810, r24811, r24812, r24813;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24806, "1", 10, MPFR_RNDN);
        mpfr_init(r24807);
        mpfr_init(r24808);
        mpfr_init(r24809);
        mpfr_init(r24810);
        mpfr_init(r24811);
        mpfr_init(r24812);
        mpfr_init(r24813);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24807, x, MPFR_RNDN);
        mpfr_exp(r24808, r24807, MPFR_RNDN);
        mpfr_add(r24809, r24806, r24808, MPFR_RNDN);
        mpfr_log(r24810, r24809, MPFR_RNDN);
        mpfr_set_d(r24811, y, MPFR_RNDN);
        mpfr_mul(r24812, r24807, r24811, MPFR_RNDN);
        mpfr_sub(r24813, r24810, r24812, MPFR_RNDN);
        return mpfr_get_d(r24813, MPFR_RNDN);
}