#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 r24767 = 1;
        float r24768 = x;
        float r24769 = exp(r24768);
        float r24770 = r24767 + r24769;
        float r24771 = log(r24770);
        float r24772 = y;
        float r24773 = r24768 * r24772;
        float r24774 = r24771 - r24773;
        return r24774;
}

double f_id(double x, double y) {
        double r24775 = 1;
        double r24776 = x;
        double r24777 = exp(r24776);
        double r24778 = r24775 + r24777;
        double r24779 = log(r24778);
        double r24780 = y;
        double r24781 = r24776 * r24780;
        double r24782 = r24779 - r24781;
        return r24782;
}


double f_of(float x, float y) {
        float r24783 = x;
        float r24784 = exp(r24783);
        float r24785 = log1p(r24784);
        float r24786 = y;
        float r24787 = r24786 * r24783;
        float r24788 = r24785 - r24787;
        return r24788;
}

double f_od(double x, double y) {
        double r24789 = x;
        double r24790 = exp(r24789);
        double r24791 = log1p(r24790);
        double r24792 = y;
        double r24793 = r24792 * r24789;
        double r24794 = r24791 - r24793;
        return r24794;
}

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 r24795, r24796, r24797, r24798, r24799, r24800, r24801, r24802;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(656);
        mpfr_init_set_str(r24795, "1", 10, MPFR_RNDN);
        mpfr_init(r24796);
        mpfr_init(r24797);
        mpfr_init(r24798);
        mpfr_init(r24799);
        mpfr_init(r24800);
        mpfr_init(r24801);
        mpfr_init(r24802);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24796, x, MPFR_RNDN);
        mpfr_exp(r24797, r24796, MPFR_RNDN);
        mpfr_add(r24798, r24795, r24797, MPFR_RNDN);
        mpfr_log(r24799, r24798, MPFR_RNDN);
        mpfr_set_d(r24800, y, MPFR_RNDN);
        mpfr_mul(r24801, r24796, r24800, MPFR_RNDN);
        mpfr_sub(r24802, r24799, r24801, MPFR_RNDN);
        return mpfr_get_d(r24802, MPFR_RNDN);
}

static mpfr_t r24803, r24804, r24805, r24806, r24807, r24808;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(656);
        mpfr_init(r24803);
        mpfr_init(r24804);
        mpfr_init(r24805);
        mpfr_init(r24806);
        mpfr_init(r24807);
        mpfr_init(r24808);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24803, x, MPFR_RNDN);
        mpfr_exp(r24804, r24803, MPFR_RNDN);
        mpfr_log1p(r24805, r24804, MPFR_RNDN);
        mpfr_set_d(r24806, y, MPFR_RNDN);
        mpfr_mul(r24807, r24806, r24803, MPFR_RNDN);
        mpfr_sub(r24808, r24805, r24807, MPFR_RNDN);
        return mpfr_get_d(r24808, MPFR_RNDN);
}

static mpfr_t r24809, r24810, r24811, r24812, r24813, r24814;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(656);
        mpfr_init(r24809);
        mpfr_init(r24810);
        mpfr_init(r24811);
        mpfr_init(r24812);
        mpfr_init(r24813);
        mpfr_init(r24814);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24809, x, MPFR_RNDN);
        mpfr_exp(r24810, r24809, MPFR_RNDN);
        mpfr_log1p(r24811, r24810, MPFR_RNDN);
        mpfr_set_d(r24812, y, MPFR_RNDN);
        mpfr_mul(r24813, r24812, r24809, MPFR_RNDN);
        mpfr_sub(r24814, r24811, r24813, MPFR_RNDN);
        return mpfr_get_d(r24814, MPFR_RNDN);
}