#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 r24874 = 1;
        float r24875 = x;
        float r24876 = exp(r24875);
        float r24877 = r24874 + r24876;
        float r24878 = log(r24877);
        float r24879 = y;
        float r24880 = r24875 * r24879;
        float r24881 = r24878 - r24880;
        return r24881;
}

double f_id(double x, double y) {
        double r24882 = 1;
        double r24883 = x;
        double r24884 = exp(r24883);
        double r24885 = r24882 + r24884;
        double r24886 = log(r24885);
        double r24887 = y;
        double r24888 = r24883 * r24887;
        double r24889 = r24886 - r24888;
        return r24889;
}


double f_of(float x, float y) {
        float r24890 = 1;
        float r24891 = x;
        float r24892 = exp(r24891);
        float r24893 = r24890 + r24892;
        float r24894 = log(r24893);
        float r24895 = 3;
        float r24896 = pow(r24894, r24895);
        float r24897 = cbrt(r24896);
        float r24898 = y;
        float r24899 = r24891 * r24898;
        float r24900 = r24897 - r24899;
        return r24900;
}

double f_od(double x, double y) {
        double r24901 = 1;
        double r24902 = x;
        double r24903 = exp(r24902);
        double r24904 = r24901 + r24903;
        double r24905 = log(r24904);
        double r24906 = 3;
        double r24907 = pow(r24905, r24906);
        double r24908 = cbrt(r24907);
        double r24909 = y;
        double r24910 = r24902 * r24909;
        double r24911 = r24908 - r24910;
        return r24911;
}

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 r24912, r24913, r24914, r24915, r24916, r24917, r24918, r24919;

void setup_mpfr_f_im() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24912, "1", 10, MPFR_RNDN);
        mpfr_init(r24913);
        mpfr_init(r24914);
        mpfr_init(r24915);
        mpfr_init(r24916);
        mpfr_init(r24917);
        mpfr_init(r24918);
        mpfr_init(r24919);
}

double f_im(double x, double y) {
        ;
        mpfr_set_d(r24913, x, MPFR_RNDN);
        mpfr_exp(r24914, r24913, MPFR_RNDN);
        mpfr_add(r24915, r24912, r24914, MPFR_RNDN);
        mpfr_log(r24916, r24915, MPFR_RNDN);
        mpfr_set_d(r24917, y, MPFR_RNDN);
        mpfr_mul(r24918, r24913, r24917, MPFR_RNDN);
        mpfr_sub(r24919, r24916, r24918, MPFR_RNDN);
        return mpfr_get_d(r24919, MPFR_RNDN);
}

static mpfr_t r24920, r24921, r24922, r24923, r24924, r24925, r24926, r24927, r24928, r24929, r24930;

void setup_mpfr_f_fm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24920, "1", 10, MPFR_RNDN);
        mpfr_init(r24921);
        mpfr_init(r24922);
        mpfr_init(r24923);
        mpfr_init(r24924);
        mpfr_init_set_str(r24925, "3", 10, MPFR_RNDN);
        mpfr_init(r24926);
        mpfr_init(r24927);
        mpfr_init(r24928);
        mpfr_init(r24929);
        mpfr_init(r24930);
}

double f_fm(double x, double y) {
        ;
        mpfr_set_d(r24921, x, MPFR_RNDN);
        mpfr_exp(r24922, r24921, MPFR_RNDN);
        mpfr_add(r24923, r24920, r24922, MPFR_RNDN);
        mpfr_log(r24924, r24923, MPFR_RNDN);
        ;
        mpfr_pow(r24926, r24924, r24925, MPFR_RNDN);
        mpfr_cbrt(r24927, r24926, MPFR_RNDN);
        mpfr_set_d(r24928, y, MPFR_RNDN);
        mpfr_mul(r24929, r24921, r24928, MPFR_RNDN);
        mpfr_sub(r24930, r24927, r24929, MPFR_RNDN);
        return mpfr_get_d(r24930, MPFR_RNDN);
}

static mpfr_t r24931, r24932, r24933, r24934, r24935, r24936, r24937, r24938, r24939, r24940, r24941;

void setup_mpfr_f_dm() {
        mpfr_set_default_prec(912);
        mpfr_init_set_str(r24931, "1", 10, MPFR_RNDN);
        mpfr_init(r24932);
        mpfr_init(r24933);
        mpfr_init(r24934);
        mpfr_init(r24935);
        mpfr_init_set_str(r24936, "3", 10, MPFR_RNDN);
        mpfr_init(r24937);
        mpfr_init(r24938);
        mpfr_init(r24939);
        mpfr_init(r24940);
        mpfr_init(r24941);
}

double f_dm(double x, double y) {
        ;
        mpfr_set_d(r24932, x, MPFR_RNDN);
        mpfr_exp(r24933, r24932, MPFR_RNDN);
        mpfr_add(r24934, r24931, r24933, MPFR_RNDN);
        mpfr_log(r24935, r24934, MPFR_RNDN);
        ;
        mpfr_pow(r24937, r24935, r24936, MPFR_RNDN);
        mpfr_cbrt(r24938, r24937, MPFR_RNDN);
        mpfr_set_d(r24939, y, MPFR_RNDN);
        mpfr_mul(r24940, r24932, r24939, MPFR_RNDN);
        mpfr_sub(r24941, r24938, r24940, MPFR_RNDN);
        return mpfr_get_d(r24941, MPFR_RNDN);
}