#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 r24859 = 1;
        float r24860 = x;
        float r24861 = exp(r24860);
        float r24862 = r24859 + r24861;
        float r24863 = log(r24862);
        float r24864 = y;
        float r24865 = r24860 * r24864;
        float r24866 = r24863 - r24865;
        return r24866;
}

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


double f_of(float x, float y) {
        float r24875 = 1;
        float r24876 = x;
        float r24877 = exp(r24876);
        float r24878 = r24875 + r24877;
        float r24879 = sqrt(r24878);
        float r24880 = log(r24879);
        float r24881 = r24880 + r24880;
        float r24882 = y;
        float r24883 = r24876 * r24882;
        float r24884 = r24881 - r24883;
        return r24884;
}

double f_od(double x, double y) {
        double r24885 = 1;
        double r24886 = x;
        double r24887 = exp(r24886);
        double r24888 = r24885 + r24887;
        double r24889 = sqrt(r24888);
        double r24890 = log(r24889);
        double r24891 = r24890 + r24890;
        double r24892 = y;
        double r24893 = r24886 * r24892;
        double r24894 = r24891 - r24893;
        return r24894;
}

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 r24895, r24896, r24897, r24898, r24899, r24900, r24901, r24902;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r24895, "1", 10, MPFR_RNDN);
        mpfr_init(r24896);
        mpfr_init(r24897);
        mpfr_init(r24898);
        mpfr_init(r24899);
        mpfr_init(r24900);
        mpfr_init(r24901);
        mpfr_init(r24902);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24896, x, MPFR_RNDN);
        mpfr_exp(r24897, r24896, MPFR_RNDN);
        mpfr_add(r24898, r24895, r24897, MPFR_RNDN);
        mpfr_log(r24899, r24898, MPFR_RNDN);
        mpfr_set_d(r24900, y, MPFR_RNDN);
        mpfr_mul(r24901, r24896, r24900, MPFR_RNDN);
        mpfr_sub(r24902, r24899, r24901, MPFR_RNDN);
        return mpfr_get_d(r24902, MPFR_RNDN);
}

static mpfr_t r24903, r24904, r24905, r24906, r24907, r24908, r24909, r24910, r24911, r24912;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r24903, "1", 10, MPFR_RNDN);
        mpfr_init(r24904);
        mpfr_init(r24905);
        mpfr_init(r24906);
        mpfr_init(r24907);
        mpfr_init(r24908);
        mpfr_init(r24909);
        mpfr_init(r24910);
        mpfr_init(r24911);
        mpfr_init(r24912);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24904, x, MPFR_RNDN);
        mpfr_exp(r24905, r24904, MPFR_RNDN);
        mpfr_add(r24906, r24903, r24905, MPFR_RNDN);
        mpfr_sqrt(r24907, r24906, MPFR_RNDN);
        mpfr_log(r24908, r24907, MPFR_RNDN);
        mpfr_add(r24909, r24908, r24908, MPFR_RNDN);
        mpfr_set_d(r24910, y, MPFR_RNDN);
        mpfr_mul(r24911, r24904, r24910, MPFR_RNDN);
        mpfr_sub(r24912, r24909, r24911, MPFR_RNDN);
        return mpfr_get_d(r24912, MPFR_RNDN);
}

static mpfr_t r24913, r24914, r24915, r24916, r24917, r24918, r24919, r24920, r24921, r24922;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(1104);
        mpfr_init_set_str(r24913, "1", 10, MPFR_RNDN);
        mpfr_init(r24914);
        mpfr_init(r24915);
        mpfr_init(r24916);
        mpfr_init(r24917);
        mpfr_init(r24918);
        mpfr_init(r24919);
        mpfr_init(r24920);
        mpfr_init(r24921);
        mpfr_init(r24922);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24914, x, MPFR_RNDN);
        mpfr_exp(r24915, r24914, MPFR_RNDN);
        mpfr_add(r24916, r24913, r24915, MPFR_RNDN);
        mpfr_sqrt(r24917, r24916, MPFR_RNDN);
        mpfr_log(r24918, r24917, MPFR_RNDN);
        mpfr_add(r24919, r24918, r24918, MPFR_RNDN);
        mpfr_set_d(r24920, y, MPFR_RNDN);
        mpfr_mul(r24921, r24914, r24920, MPFR_RNDN);
        mpfr_sub(r24922, r24919, r24921, MPFR_RNDN);
        return mpfr_get_d(r24922, MPFR_RNDN);
}