#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 r24756 = 1;
        float r24757 = x;
        float r24758 = exp(r24757);
        float r24759 = r24756 + r24758;
        float r24760 = log(r24759);
        float r24761 = y;
        float r24762 = r24757 * r24761;
        float r24763 = r24760 - r24762;
        return r24763;
}

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


double f_of(float x, float y) {
        float r24772 = x;
        float r24773 = exp(r24772);
        float r24774 = log1p(r24773);
        float r24775 = y;
        float r24776 = r24775 * r24772;
        float r24777 = r24774 - r24776;
        return r24777;
}

double f_od(double x, double y) {
        double r24778 = x;
        double r24779 = exp(r24778);
        double r24780 = log1p(r24779);
        double r24781 = y;
        double r24782 = r24781 * r24778;
        double r24783 = r24780 - r24782;
        return r24783;
}

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 r24784, r24785, r24786, r24787, r24788, r24789, r24790, r24791;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(848);
        mpfr_init_set_str(r24784, "1", 10, MPFR_RNDN);
        mpfr_init(r24785);
        mpfr_init(r24786);
        mpfr_init(r24787);
        mpfr_init(r24788);
        mpfr_init(r24789);
        mpfr_init(r24790);
        mpfr_init(r24791);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24785, x, MPFR_RNDN);
        mpfr_exp(r24786, r24785, MPFR_RNDN);
        mpfr_add(r24787, r24784, r24786, MPFR_RNDN);
        mpfr_log(r24788, r24787, MPFR_RNDN);
        mpfr_set_d(r24789, y, MPFR_RNDN);
        mpfr_mul(r24790, r24785, 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;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(848);
        mpfr_init(r24792);
        mpfr_init(r24793);
        mpfr_init(r24794);
        mpfr_init(r24795);
        mpfr_init(r24796);
        mpfr_init(r24797);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24792, x, MPFR_RNDN);
        mpfr_exp(r24793, r24792, MPFR_RNDN);
        mpfr_log1p(r24794, r24793, MPFR_RNDN);
        mpfr_set_d(r24795, y, MPFR_RNDN);
        mpfr_mul(r24796, r24795, r24792, 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;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(848);
        mpfr_init(r24798);
        mpfr_init(r24799);
        mpfr_init(r24800);
        mpfr_init(r24801);
        mpfr_init(r24802);
        mpfr_init(r24803);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24798, x, MPFR_RNDN);
        mpfr_exp(r24799, r24798, MPFR_RNDN);
        mpfr_log1p(r24800, r24799, MPFR_RNDN);
        mpfr_set_d(r24801, y, MPFR_RNDN);
        mpfr_mul(r24802, r24801, r24798, MPFR_RNDN);
        mpfr_sub(r24803, r24800, r24802, MPFR_RNDN);
        return mpfr_get_d(r24803, MPFR_RNDN);
}