#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 r24869 = 1;
        float r24870 = x;
        float r24871 = exp(r24870);
        float r24872 = r24869 + r24871;
        float r24873 = log(r24872);
        float r24874 = y;
        float r24875 = r24870 * r24874;
        float r24876 = r24873 - r24875;
        return r24876;
}

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


double f_of(float x, float y) {
        float r24885 = x;
        float r24886 = exp(r24885);
        float r24887 = log1p(r24886);
        float r24888 = y;
        float r24889 = r24888 * r24885;
        float r24890 = r24887 - r24889;
        return r24890;
}

double f_od(double x, double y) {
        double r24891 = x;
        double r24892 = exp(r24891);
        double r24893 = log1p(r24892);
        double r24894 = y;
        double r24895 = r24894 * r24891;
        double r24896 = r24893 - r24895;
        return r24896;
}

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 r24897, r24898, r24899, r24900, r24901, r24902, r24903, r24904;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(592);
        mpfr_init_set_str(r24897, "1", 10, MPFR_RNDN);
        mpfr_init(r24898);
        mpfr_init(r24899);
        mpfr_init(r24900);
        mpfr_init(r24901);
        mpfr_init(r24902);
        mpfr_init(r24903);
        mpfr_init(r24904);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24898, x, MPFR_RNDN);
        mpfr_exp(r24899, r24898, MPFR_RNDN);
        mpfr_add(r24900, r24897, r24899, MPFR_RNDN);
        mpfr_log(r24901, r24900, MPFR_RNDN);
        mpfr_set_d(r24902, y, MPFR_RNDN);
        mpfr_mul(r24903, r24898, r24902, MPFR_RNDN);
        mpfr_sub(r24904, r24901, r24903, MPFR_RNDN);
        return mpfr_get_d(r24904, MPFR_RNDN);
}

static mpfr_t r24905, r24906, r24907, r24908, r24909, r24910;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(592);
        mpfr_init(r24905);
        mpfr_init(r24906);
        mpfr_init(r24907);
        mpfr_init(r24908);
        mpfr_init(r24909);
        mpfr_init(r24910);
}

double f_fm(double x, double y) {
        mpfr_set_d(r24905, x, MPFR_RNDN);
        mpfr_exp(r24906, r24905, MPFR_RNDN);
        mpfr_log1p(r24907, r24906, MPFR_RNDN);
        mpfr_set_d(r24908, y, MPFR_RNDN);
        mpfr_mul(r24909, r24908, r24905, MPFR_RNDN);
        mpfr_sub(r24910, r24907, r24909, MPFR_RNDN);
        return mpfr_get_d(r24910, MPFR_RNDN);
}

static mpfr_t r24911, r24912, r24913, r24914, r24915, r24916;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(592);
        mpfr_init(r24911);
        mpfr_init(r24912);
        mpfr_init(r24913);
        mpfr_init(r24914);
        mpfr_init(r24915);
        mpfr_init(r24916);
}

double f_dm(double x, double y) {
        mpfr_set_d(r24911, x, MPFR_RNDN);
        mpfr_exp(r24912, r24911, MPFR_RNDN);
        mpfr_log1p(r24913, r24912, MPFR_RNDN);
        mpfr_set_d(r24914, y, MPFR_RNDN);
        mpfr_mul(r24915, r24914, r24911, MPFR_RNDN);
        mpfr_sub(r24916, r24913, r24915, MPFR_RNDN);
        return mpfr_get_d(r24916, MPFR_RNDN);
}