#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 r24851 = 1;
        float r24852 = x;
        float r24853 = exp(r24852);
        float r24854 = r24851 + r24853;
        float r24855 = log(r24854);
        float r24856 = y;
        float r24857 = r24852 * r24856;
        float r24858 = r24855 - r24857;
        return r24858;
}

double f_id(double x, double y) {
        double r24859 = 1;
        double r24860 = x;
        double r24861 = exp(r24860);
        double r24862 = r24859 + r24861;
        double r24863 = log(r24862);
        double r24864 = y;
        double r24865 = r24860 * r24864;
        double r24866 = r24863 - r24865;
        return r24866;
}


double f_of(float x, float y) {
        float r24867 = 1;
        float r24868 = x;
        float r24869 = exp(r24868);
        float r24870 = r24867 + r24869;
        float r24871 = log(r24870);
        float r24872 = y;
        float r24873 = r24868 * r24872;
        float r24874 = r24871 - r24873;
        return r24874;
}

double f_od(double x, double y) {
        double r24875 = 1;
        double r24876 = x;
        double r24877 = exp(r24876);
        double r24878 = r24875 + r24877;
        double r24879 = log(r24878);
        double r24880 = y;
        double r24881 = r24876 * r24880;
        double r24882 = r24879 - r24881;
        return r24882;
}

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 r24883, r24884, r24885, r24886, r24887, r24888, r24889, r24890;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24883, "1", 10, MPFR_RNDN);
        mpfr_init(r24884);
        mpfr_init(r24885);
        mpfr_init(r24886);
        mpfr_init(r24887);
        mpfr_init(r24888);
        mpfr_init(r24889);
        mpfr_init(r24890);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24884, x, MPFR_RNDN);
        mpfr_exp(r24885, r24884, MPFR_RNDN);
        mpfr_add(r24886, r24883, r24885, MPFR_RNDN);
        mpfr_log(r24887, r24886, MPFR_RNDN);
        mpfr_set_d(r24888, y, MPFR_RNDN);
        mpfr_mul(r24889, r24884, r24888, MPFR_RNDN);
        mpfr_sub(r24890, r24887, r24889, MPFR_RNDN);
        return mpfr_get_d(r24890, MPFR_RNDN);
}

static mpfr_t r24891, r24892, r24893, r24894, r24895, r24896, r24897, r24898;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24891, "1", 10, MPFR_RNDN);
        mpfr_init(r24892);
        mpfr_init(r24893);
        mpfr_init(r24894);
        mpfr_init(r24895);
        mpfr_init(r24896);
        mpfr_init(r24897);
        mpfr_init(r24898);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24892, x, MPFR_RNDN);
        mpfr_exp(r24893, r24892, MPFR_RNDN);
        mpfr_add(r24894, r24891, r24893, MPFR_RNDN);
        mpfr_log(r24895, r24894, MPFR_RNDN);
        mpfr_set_d(r24896, y, MPFR_RNDN);
        mpfr_mul(r24897, r24892, r24896, MPFR_RNDN);
        mpfr_sub(r24898, r24895, r24897, MPFR_RNDN);
        return mpfr_get_d(r24898, MPFR_RNDN);
}

static mpfr_t r24899, r24900, r24901, r24902, r24903, r24904, r24905, r24906;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24899, "1", 10, MPFR_RNDN);
        mpfr_init(r24900);
        mpfr_init(r24901);
        mpfr_init(r24902);
        mpfr_init(r24903);
        mpfr_init(r24904);
        mpfr_init(r24905);
        mpfr_init(r24906);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24900, x, MPFR_RNDN);
        mpfr_exp(r24901, r24900, MPFR_RNDN);
        mpfr_add(r24902, r24899, r24901, MPFR_RNDN);
        mpfr_log(r24903, r24902, MPFR_RNDN);
        mpfr_set_d(r24904, y, MPFR_RNDN);
        mpfr_mul(r24905, r24900, r24904, MPFR_RNDN);
        mpfr_sub(r24906, r24903, r24905, MPFR_RNDN);
        return mpfr_get_d(r24906, MPFR_RNDN);
}